diff --git a/nnActive_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/loop_000/summary.json b/nnActive_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/loop_000/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..348d80e0eac6b55de86e2b996ded94a83f30caed --- /dev/null +++ b/nnActive_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/loop_000/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.46419169035803004, + "FN": 58208.512, + "FP": 179528.32266666673, + "IoU": 0.3352841214129733, + "TN": 96090841.98666666, + "TP": 128382.01866666664, + "n_pred": 307910.3413333334, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.638248333393939, + "FN": 46172.5, + "FP": 109351.22, + "IoU": 0.500083012568062, + "TN": 96153321.48, + "TP": 148115.64, + "n_pred": 257466.86, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.41645939782721797, + "FN": 38737.64, + "FP": 52040.12, + "IoU": 0.27957802923905356, + "TN": 96330698.16, + "TP": 35484.92, + "n_pred": 87525.04, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.5476714459059211, + "FN": 2054.48, + "FP": 428.22, + "IoU": 0.39884833355849714, + "TN": 96452832.24, + "TP": 1645.9, + "n_pred": 2074.12, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.16742814132139078, + "FN": 3750.02, + "FP": 246.6, + "IoU": 0.10601289507883588, + "TN": 96452477.58, + "TP": 486.64, + "n_pred": 733.24, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.35750770229070367, + "FN": 37883.18, + "FP": 30312.54, + "IoU": 0.2276719107020745, + "TN": 96368790.16, + "TP": 19974.96, + "n_pred": 50287.5, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.5970459633572743, + "FN": 55537.24, + "FP": 45566.46, + "IoU": 0.4671823327523423, + "TN": 96273036.24, + "TP": 82820.9, + "n_pred": 128387.36, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.5309289520777402, + "FN": 31304.36, + "FP": 15272.22, + "IoU": 0.3948425170409718, + "TN": 96387641.58, + "TP": 22742.68, + "n_pred": 38014.9, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.5306398748422366, + "FN": 66718.38, + "FP": 90445.54, + "IoU": 0.37659794067423646, + "TN": 96209673.6, + "TP": 90123.32, + "n_pred": 180568.86, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.42718511518562907, + "FN": 84908.98, + "FP": 57290.3, + "IoU": 0.3058699842248986, + "TN": 96236267.96, + "TP": 78493.6, + "n_pred": 135783.9, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.29673690762955907, + "FN": 21539.06, + "FP": 4764.52, + "IoU": 0.20976840793404478, + "TN": 96425618.82, + "TP": 5038.44, + "n_pred": 9802.96, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.3287799414766205, + "FN": 13883.36, + "FP": 1132.66, + "IoU": 0.23130840150734155, + "TN": 96438676.02, + "TP": 3268.8, + "n_pred": 4401.46, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.5916181077039444, + "FN": 214004.62, + "FP": 1865918.84, + "IoU": 0.44161833146882573, + "TN": 93231818.38, + "TP": 1145219.0, + "n_pred": 3011137.84, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.38978373746137124, + "FN": 179036.62, + "FP": 333815.98, + "IoU": 0.2553107529444773, + "TN": 95784220.2, + "TP": 159888.04, + "n_pred": 493704.02, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.6627675764036948, + "FN": 27266.26, + "FP": 78391.94, + "IoU": 0.5047830734593308, + "TN": 96246199.72, + "TP": 105102.92, + "n_pred": 183494.86, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.48007415849320695, + "FN": 50330.98, + "FP": 7947.68, + "IoU": 0.3297858980416072, + "TN": 96371357.66, + "TP": 27324.52, + "n_pred": 35272.2, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.5148051600828821, + "FN": 11819, + "FP": 140620, + "IoU": 0.3466246624662466, + "TN": 119360010, + "TP": 80871, + "n_pred": 221491, + "n_ref": 92690 + }, + "10": { + "Dice": 0.4857002193080607, + "FN": 37353, + "FP": 43084, + "IoU": 0.3207424484246616, + "TN": 119474901, + "TP": 37982, + "n_pred": 81066, + "n_ref": 75335 + }, + "11": { + "Dice": 0.5825138566064724, + "FN": 1917, + "FP": 418, + "IoU": 0.41094853683148336, + "TN": 119589356, + "TP": 1629, + "n_pred": 2047, + "n_ref": 3546 + }, + "12": { + "Dice": 0.5235634883356819, + "FN": 2793, + "FP": 250, + "IoU": 0.3546129374337222, + "TN": 119588605, + "TP": 1672, + "n_pred": 1922, + "n_ref": 4465 + }, + "13": { + "Dice": 0.22848763441978492, + "FN": 41772, + "FP": 32412, + "IoU": 0.12897885380831053, + "TN": 119508151, + "TP": 10985, + "n_pred": 43397, + "n_ref": 52757 + }, + "14": { + "Dice": 0.2899846444751837, + "FN": 201784, + "FP": 22010, + "IoU": 0.16958014063340693, + "TN": 119323825, + "TP": 45701, + "n_pred": 67711, + "n_ref": 247485 + }, + "15": { + "Dice": 0.6373508744669464, + "FN": 14405, + "FP": 6600, + "IoU": 0.46772926538783166, + "TN": 119553857, + "TP": 18458, + "n_pred": 25058, + "n_ref": 32863 + }, + "2": { + "Dice": 0.6481601775540309, + "FN": 45009, + "FP": 58985, + "IoU": 0.47946521976344336, + "TN": 119393537, + "TP": 95789, + "n_pred": 154774, + "n_ref": 140798 + }, + "3": { + "Dice": 0.6616580871554669, + "FN": 63373, + "FP": 46062, + "IoU": 0.4943864350397339, + "TN": 119376880, + "TP": 107005, + "n_pred": 153067, + "n_ref": 170378 + }, + "4": { + "Dice": 0.20837537840565085, + "FN": 68205, + "FP": 3969, + "IoU": 0.11630526612221909, + "TN": 119511647, + "TP": 9499, + "n_pred": 13468, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 1463, + "IoU": 0.0, + "TN": 119527593, + "TP": 0, + "n_pred": 1463, + "n_ref": 64264 + }, + "6": { + "Dice": 0.6588378852162415, + "FN": 245167, + "FP": 724994, + "IoU": 0.49124403228648383, + "TN": 117686392, + "TP": 936767, + "n_pred": 1661761, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 481887, + "IoU": 0.0, + "TN": 119111433, + "TP": 0, + "n_pred": 481887, + "n_ref": 0 + }, + "8": { + "Dice": 0.5898858204278303, + "FN": 78018, + "FP": 211879, + "IoU": 0.4183248626056667, + "TN": 119094937, + "TP": 208486, + "n_pred": 420365, + "n_ref": 286504 + }, + "9": { + "Dice": 0.5903827768138522, + "FN": 43188, + "FP": 3084, + "IoU": 0.4188248888442312, + "TN": 119513702, + "TP": 33346, + "n_pred": 36430, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7844776010755306, + "FN": 16136, + "FP": 78607, + "IoU": 0.6453830894187221, + "TN": 72558490, + "TP": 172427, + "n_pred": 251034, + "n_ref": 188563 + }, + "10": { + "Dice": 0.24292661015267136, + "FN": 45196, + "FP": 99751, + "IoU": 0.13825638220710812, + "TN": 72657458, + "TP": 23255, + "n_pred": 123006, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6327174402884183, + "FN": 843, + "FP": 787, + "IoU": 0.46275543836519445, + "TN": 72822626, + "TP": 1404, + "n_pred": 2191, + "n_ref": 2247 + }, + "12": { + "Dice": 0.0, + "FN": 2874, + "FP": 170, + "IoU": 0.0, + "TN": 72822616, + "TP": 0, + "n_pred": 170, + "n_ref": 2874 + }, + "13": { + "Dice": 0.36520466878487123, + "FN": 33459, + "FP": 24680, + "IoU": 0.22339473438147014, + "TN": 72750797, + "TP": 16724, + "n_pred": 41404, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7765276347930969, + "FN": 13151, + "FP": 23534, + "IoU": 0.6346916014419152, + "TN": 72725238, + "TP": 63737, + "n_pred": 87271, + "n_ref": 76888 + }, + "15": { + "Dice": 0.787683353651343, + "FN": 12436, + "FP": 3761, + "IoU": 0.6497340080446348, + "TN": 72779418, + "TP": 30045, + "n_pred": 33806, + "n_ref": 42481 + }, + "2": { + "Dice": 0.5592817369840309, + "FN": 9638, + "FP": 189263, + "IoU": 0.38819646515290396, + "TN": 72500554, + "TP": 126205, + "n_pred": 315468, + "n_ref": 135843 + }, + "3": { + "Dice": 0.07907169621303002, + "FN": 121808, + "FP": 2556, + "IoU": 0.04116327301604435, + "TN": 72695957, + "TP": 5339, + "n_pred": 7895, + "n_ref": 127147 + }, + "4": { + "Dice": 0.5700644641418211, + "FN": 12861, + "FP": 8481, + "IoU": 0.3986644501422896, + "TN": 72790169, + "TP": 14149, + "n_pred": 22630, + "n_ref": 27010 + }, + "5": { + "Dice": 0.1475286801758336, + "FN": 7951, + "FP": 0, + "IoU": 0.07963884708878342, + "TN": 72817021, + "TP": 688, + "n_pred": 688, + "n_ref": 8639 + }, + "6": { + "Dice": 0.6071222047930818, + "FN": 119039, + "FP": 1290051, + "IoU": 0.4358761456907934, + "TN": 70327822, + "TP": 1088748, + "n_pred": 2378799, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.5501801666464309, + "FN": 105204, + "FP": 113381, + "IoU": 0.37948174937972307, + "TN": 72473398, + "TP": 133677, + "n_pred": 247058, + "n_ref": 238881 + }, + "8": { + "Dice": 0.5119241001012312, + "FN": 14704, + "FP": 68224, + "IoU": 0.34401746586720244, + "TN": 72699242, + "TP": 43490, + "n_pred": 111714, + "n_ref": 58194 + }, + "9": { + "Dice": 0.5350886600886601, + "FN": 48050, + "FP": 3968, + "IoU": 0.3652703378765878, + "TN": 72743707, + "TP": 29935, + "n_pred": 33903, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7004658268472334, + "FN": 68845, + "FP": 94674, + "IoU": 0.5390130104450052, + "TN": 71454773, + "TP": 191196, + "n_pred": 285870, + "n_ref": 260041 + }, + "10": { + "Dice": 0.5712549780455427, + "FN": 37775, + "FP": 46199, + "IoU": 0.39982989915449874, + "TN": 71669571, + "TP": 55943, + "n_pred": 102142, + "n_ref": 93718 + }, + "11": { + "Dice": 0.5064805583250249, + "FN": 2099, + "FP": 376, + "IoU": 0.3391188251001335, + "TN": 71805743, + "TP": 1270, + "n_pred": 1646, + "n_ref": 3369 + }, + "12": { + "Dice": 0.14393515930687534, + "FN": 5994, + "FP": 132, + "IoU": 0.0775485619635597, + "TN": 71802847, + "TP": 515, + "n_pred": 647, + "n_ref": 6509 + }, + "13": { + "Dice": 0.48444273100828406, + "FN": 38141, + "FP": 16688, + "IoU": 0.3196466018935587, + "TN": 71728899, + "TP": 25760, + "n_pred": 42448, + "n_ref": 63901 + }, + "14": { + "Dice": 0.7194557769773857, + "FN": 228637, + "FP": 284, + "IoU": 0.5618359475935727, + "TN": 71287033, + "TP": 293534, + "n_pred": 293818, + "n_ref": 522171 + }, + "15": { + "Dice": 0.0, + "FN": 180663, + "FP": 15026, + "IoU": 0.0, + "TN": 71613799, + "TP": 0, + "n_pred": 15026, + "n_ref": 180663 + }, + "2": { + "Dice": 0.6168413916895814, + "FN": 17663, + "FP": 142859, + "IoU": 0.4459657684833968, + "TN": 71519755, + "TP": 129211, + "n_pred": 272070, + "n_ref": 146874 + }, + "3": { + "Dice": 0.03133250358301275, + "FN": 181672, + "FP": 23794, + "IoU": 0.01591558942281442, + "TN": 71600699, + "TP": 3323, + "n_pred": 27117, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7161538461538461, + "FN": 5596, + "FP": 1046, + "IoU": 0.5578190533253445, + "TN": 71794467, + "TP": 8379, + "n_pred": 9425, + "n_ref": 13975 + }, + "5": { + "Dice": 0.44111071042192573, + "FN": 7285, + "FP": 464, + "IoU": 0.2829647450726381, + "TN": 71798681, + "TP": 3058, + "n_pred": 3522, + "n_ref": 10343 + }, + "6": { + "Dice": 0.7193098916692551, + "FN": 75216, + "FP": 840227, + "IoU": 0.5616580365462536, + "TN": 69721066, + "TP": 1172979, + "n_pred": 2013206, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7310194891509488, + "FN": 46507, + "FP": 92309, + "IoU": 0.5760683343054949, + "TN": 71482039, + "TP": 188633, + "n_pred": 280942, + "n_ref": 235140 + }, + "8": { + "Dice": 0.5869372919246667, + "FN": 8247, + "FP": 94485, + "IoU": 0.41536535397222857, + "TN": 71633768, + "TP": 72988, + "n_pred": 167473, + "n_ref": 81235 + }, + "9": { + "Dice": 0.37002591073665425, + "FN": 66592, + "FP": 6834, + "IoU": 0.22701336982840298, + "TN": 71714498, + "TP": 21564, + "n_pred": 28398, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8380563901189682, + "FN": 27025, + "FP": 45311, + "IoU": 0.721253925743242, + "TN": 135186005, + "TP": 187169, + "n_pred": 232480, + "n_ref": 214194 + }, + "10": { + "Dice": 0.2581969388657878, + "FN": 70543, + "FP": 13303, + "IoU": 0.14823543753428553, + "TN": 135347072, + "TP": 14592, + "n_pred": 27895, + "n_ref": 85135 + }, + "11": { + "Dice": 0.15959849435382686, + "FN": 3229, + "FP": 120, + "IoU": 0.08671938914644123, + "TN": 135441843, + "TP": 318, + "n_pred": 438, + "n_ref": 3547 + }, + "12": { + "Dice": 0.0, + "FN": 5508, + "FP": 142, + "IoU": 0.0, + "TN": 135439860, + "TP": 0, + "n_pred": 142, + "n_ref": 5508 + }, + "13": { + "Dice": 0.372186711922473, + "FN": 28840, + "FP": 10743, + "IoU": 0.22864213890404553, + "TN": 135394194, + "TP": 11733, + "n_pred": 22476, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8553820667391143, + "FN": 22191, + "FP": 18664, + "IoU": 0.7473079373326159, + "TN": 135283831, + "TP": 120824, + "n_pred": 139488, + "n_ref": 143015 + }, + "15": { + "Dice": 0.5992198976748898, + "FN": 21726, + "FP": 17833, + "IoU": 0.42777584910027194, + "TN": 135376378, + "TP": 29573, + "n_pred": 47406, + "n_ref": 51299 + }, + "2": { + "Dice": 0.3053571790523421, + "FN": 164344, + "FP": 41280, + "IoU": 0.1801896985475582, + "TN": 135194691, + "TP": 45195, + "n_pred": 86475, + "n_ref": 209539 + }, + "3": { + "Dice": 0.6801568267530561, + "FN": 40114, + "FP": 135525, + "IoU": 0.5153315488837992, + "TN": 135083120, + "TP": 186751, + "n_pred": 322276, + "n_ref": 226865 + }, + "4": { + "Dice": 0.2938939935726248, + "FN": 30348, + "FP": 852, + "IoU": 0.17226010134507733, + "TN": 135407817, + "TP": 6493, + "n_pred": 7345, + "n_ref": 36841 + }, + "5": { + "Dice": 0.06930558389444332, + "FN": 27025, + "FP": 343, + "IoU": 0.035896713284249836, + "TN": 135417123, + "TP": 1019, + "n_pred": 1362, + "n_ref": 28044 + }, + "6": { + "Dice": 0.8443180738256474, + "FN": 285291, + "FP": 222545, + "IoU": 0.730579975945967, + "TN": 133560587, + "TP": 1377087, + "n_pred": 1599632, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.25305676145879064, + "FN": 136715, + "FP": 230799, + "IoU": 0.14485688823530782, + "TN": 135015741, + "TP": 62255, + "n_pred": 293054, + "n_ref": 198970 + }, + "8": { + "Dice": 0.5308102137612891, + "FN": 126235, + "FP": 162617, + "IoU": 0.3612945167010875, + "TN": 134993264, + "TP": 163394, + "n_pred": 326011, + "n_ref": 289629 + }, + "9": { + "Dice": 0.15661305354852403, + "FN": 89548, + "FP": 1849, + "IoU": 0.08495940250092608, + "TN": 135345627, + "TP": 8486, + "n_pred": 10335, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.45638218642217226, + "FN": 98421, + "FP": 277488, + "IoU": 0.29565750175191396, + "TN": 105220303, + "TP": 157793, + "n_pred": 435281, + "n_ref": 256214 + }, + "10": { + "Dice": 0.17825892269195312, + "FN": 43566, + "FP": 112421, + "IoU": 0.09785085537806669, + "TN": 105581099, + "TP": 16919, + "n_pred": 129340, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6297701405936175, + "FN": 1058, + "FP": 601, + "IoU": 0.45960912052117264, + "TN": 105750935, + "TP": 1411, + "n_pred": 2012, + "n_ref": 2469 + }, + "12": { + "Dice": 0.4291605693760809, + "FN": 2791, + "FP": 1500, + "IoU": 0.27320460704607047, + "TN": 105748101, + "TP": 1613, + "n_pred": 3113, + "n_ref": 4404 + }, + "13": { + "Dice": 0.47493302717183317, + "FN": 47395, + "FP": 26693, + "IoU": 0.3114178168130489, + "TN": 105646410, + "TP": 33507, + "n_pred": 60200, + "n_ref": 80902 + }, + "14": { + "Dice": 0.8178589865045013, + "FN": 52728, + "FP": 11488, + "IoU": 0.6918455388720134, + "TN": 105545616, + "TP": 144173, + "n_pred": 155661, + "n_ref": 196901 + }, + "15": { + "Dice": 0.7939644950076475, + "FN": 4832, + "FP": 7157, + "IoU": 0.6583259711020548, + "TN": 105718916, + "TP": 23100, + "n_pred": 30257, + "n_ref": 27932 + }, + "2": { + "Dice": 0.6402642916854222, + "FN": 33409, + "FP": 100853, + "IoU": 0.47087407337345266, + "TN": 105500262, + "TP": 119481, + "n_pred": 220334, + "n_ref": 152890 + }, + "3": { + "Dice": 0.6830827411283504, + "FN": 51885, + "FP": 59069, + "IoU": 0.5186982982618239, + "TN": 105523476, + "TP": 119575, + "n_pred": 178644, + "n_ref": 171460 + }, + "4": { + "Dice": 0.4245466435717063, + "FN": 28844, + "FP": 3714, + "IoU": 0.26947585711721417, + "TN": 105709437, + "TP": 12010, + "n_pred": 15724, + "n_ref": 40854 + }, + "5": { + "Dice": 0.13986526069127123, + "FN": 11410, + "FP": 336, + "IoU": 0.07519092984804346, + "TN": 105741304, + "TP": 955, + "n_pred": 1291, + "n_ref": 12365 + }, + "6": { + "Dice": 0.4326670520579979, + "FN": 209982, + "FP": 3269071, + "IoU": 0.2760530572818714, + "TN": 100948331, + "TP": 1326621, + "n_pred": 4595692, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.22392915980230643, + "FN": 83524, + "FP": 1197800, + "IoU": 0.12608120956334207, + "TN": 104287823, + "TP": 184858, + "n_pred": 1382658, + "n_ref": 268382 + }, + "8": { + "Dice": 0.5289189598651319, + "FN": 6625, + "FP": 139518, + "IoU": 0.3595444067558921, + "TN": 105525819, + "TP": 82043, + "n_pred": 221561, + "n_ref": 88668 + }, + "9": { + "Dice": 0.6551055300929585, + "FN": 29211, + "FP": 18799, + "IoU": 0.48710552742345575, + "TN": 105660399, + "TP": 45596, + "n_pred": 64395, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7225766368478158, + "FN": 12506, + "FP": 172357, + "IoU": 0.5656516529216888, + "TN": 96712270, + "TP": 240747, + "n_pred": 413104, + "n_ref": 253253 + }, + "10": { + "Dice": 0.7032588617169268, + "FN": 20061, + "FP": 58011, + "IoU": 0.5423278717354985, + "TN": 96967295, + "TP": 92513, + "n_pred": 150524, + "n_ref": 112574 + }, + "11": { + "Dice": 0.604149377593361, + "FN": 1741, + "FP": 644, + "IoU": 0.4328180737217598, + "TN": 97133675, + "TP": 1820, + "n_pred": 2464, + "n_ref": 3561 + }, + "12": { + "Dice": 0.5738075077617838, + "FN": 2485, + "FP": 535, + "IoU": 0.40233524638828416, + "TN": 97132827, + "TP": 2033, + "n_pred": 2568, + "n_ref": 4518 + }, + "13": { + "Dice": 0.531984166022533, + "FN": 15829, + "FP": 44114, + "IoU": 0.362383125378945, + "TN": 97043869, + "TP": 34068, + "n_pred": 78182, + "n_ref": 49897 + }, + "14": { + "Dice": 0.7280572160045097, + "FN": 109478, + "FP": 6303, + "IoU": 0.5723977722626012, + "TN": 96867112, + "TP": 154987, + "n_pred": 161290, + "n_ref": 264465 + }, + "15": { + "Dice": 0.5278331386159026, + "FN": 7011, + "FP": 20471, + "IoU": 0.35854165207851924, + "TN": 97095037, + "TP": 15361, + "n_pred": 35832, + "n_ref": 22372 + }, + "2": { + "Dice": 0.3387335806401134, + "FN": 101204, + "FP": 42472, + "IoU": 0.20390081728771298, + "TN": 96957405, + "TP": 36799, + "n_pred": 79271, + "n_ref": 138003 + }, + "3": { + "Dice": 0.6380209059233449, + "FN": 21129, + "FP": 134703, + "IoU": 0.46845132109453347, + "TN": 96844714, + "TP": 137334, + "n_pred": 272037, + "n_ref": 158463 + }, + "4": { + "Dice": 0.12455106051365454, + "FN": 25658, + "FP": 180, + "IoU": 0.06641133111721347, + "TN": 97110204, + "TP": 1838, + "n_pred": 2018, + "n_ref": 27496 + }, + "5": { + "Dice": 0.25742672136819733, + "FN": 12029, + "FP": 2994, + "IoU": 0.14772791739944405, + "TN": 97120253, + "TP": 2604, + "n_pred": 5598, + "n_ref": 14633 + }, + "6": { + "Dice": 0.649532238093299, + "FN": 208324, + "FP": 1185944, + "IoU": 0.48096834031508917, + "TN": 94451593, + "TP": 1292019, + "n_pred": 2477963, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.6427184668480924, + "FN": 100147, + "FP": 71182, + "IoU": 0.4735336414366135, + "TN": 96812448, + "TP": 154103, + "n_pred": 225285, + "n_ref": 254250 + }, + "8": { + "Dice": 0.7721001350098411, + "FN": 9390, + "FP": 60663, + "IoU": 0.628797312406276, + "TN": 96949161, + "TP": 118666, + "n_pred": 179329, + "n_ref": 128056 + }, + "9": { + "Dice": 0.5546343889902172, + "FN": 35130, + "FP": 18590, + "IoU": 0.38373293564299643, + "TN": 97050710, + "TP": 33450, + "n_pred": 52040, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6043837201375877, + "FN": 9485, + "FP": 205248, + "IoU": 0.433058662942203, + "TN": 130388035, + "TP": 164024, + "n_pred": 369272, + "n_ref": 173509 + }, + "10": { + "Dice": 0.34117343413066464, + "FN": 56759, + "FP": 22372, + "IoU": 0.2056715518972094, + "TN": 130667172, + "TP": 20489, + "n_pred": 42861, + "n_ref": 77248 + }, + "11": { + "Dice": 0.6972396670074485, + "FN": 1662, + "FP": 411, + "IoU": 0.5352017937219731, + "TN": 130762332, + "TP": 2387, + "n_pred": 2798, + "n_ref": 4049 + }, + "12": { + "Dice": 0.0, + "FN": 3328, + "FP": 188, + "IoU": 0.0, + "TN": 130763276, + "TP": 0, + "n_pred": 188, + "n_ref": 3328 + }, + "13": { + "Dice": 0.26271201683544076, + "FN": 46761, + "FP": 35221, + "IoU": 0.1512196132024682, + "TN": 130670204, + "TP": 14606, + "n_pred": 49827, + "n_ref": 61367 + }, + "14": { + "Dice": 0.7670934846947147, + "FN": 33201, + "FP": 43449, + "IoU": 0.6221830083400698, + "TN": 130563916, + "TP": 126226, + "n_pred": 169675, + "n_ref": 159427 + }, + "15": { + "Dice": 0.766309450577913, + "FN": 5121, + "FP": 9315, + "IoU": 0.6211520797795564, + "TN": 130728687, + "TP": 23669, + "n_pred": 32984, + "n_ref": 28790 + }, + "2": { + "Dice": 0.5527564565870761, + "FN": 81822, + "FP": 54933, + "IoU": 0.38193741412972737, + "TN": 130545528, + "TP": 84509, + "n_pred": 139442, + "n_ref": 166331 + }, + "3": { + "Dice": 0.5430685614065531, + "FN": 78422, + "FP": 69038, + "IoU": 0.37274819323745473, + "TN": 130531703, + "TP": 87629, + "n_pred": 156667, + "n_ref": 166051 + }, + "4": { + "Dice": 0.02730014613973446, + "FN": 29497, + "FP": 1786, + "IoU": 0.013838976104911417, + "TN": 130735070, + "TP": 439, + "n_pred": 2225, + "n_ref": 29936 + }, + "5": { + "Dice": 0.3593031635975049, + "FN": 24080, + "FP": 1701, + "IoU": 0.2189942441684338, + "TN": 130733782, + "TP": 7229, + "n_pred": 8930, + "n_ref": 31309 + }, + "6": { + "Dice": 0.6099964549226701, + "FN": 233287, + "FP": 1178176, + "IoU": 0.4388452512103012, + "TN": 128251509, + "TP": 1103820, + "n_pred": 2281996, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.48432302914702774, + "FN": 230485, + "FP": 227497, + "IoU": 0.31954238169526783, + "TN": 130093742, + "TP": 215068, + "n_pred": 442565, + "n_ref": 445553 + }, + "8": { + "Dice": 0.7505625784648912, + "FN": 40102, + "FP": 86262, + "IoU": 0.6007204246713852, + "TN": 130450312, + "TP": 190116, + "n_pred": 276378, + "n_ref": 230218 + }, + "9": { + "Dice": 0.2184862463693832, + "FN": 89241, + "FP": 2243, + "IoU": 0.1226407856375633, + "TN": 130662520, + "TP": 12788, + "n_pred": 15031, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6023786922776257, + "FN": 49812, + "FP": 149576, + "IoU": 0.4310027966440272, + "TN": 71885588, + "TP": 151032, + "n_pred": 300608, + "n_ref": 200844 + }, + "10": { + "Dice": 0.3083678501585142, + "FN": 37276, + "FP": 76604, + "IoU": 0.18229013334099248, + "TN": 72096741, + "TP": 25387, + "n_pred": 101991, + "n_ref": 62663 + }, + "11": { + "Dice": 0.09702009702009702, + "FN": 2547, + "FP": 59, + "IoU": 0.05098324836125273, + "TN": 72233262, + "TP": 140, + "n_pred": 199, + "n_ref": 2687 + }, + "12": { + "Dice": 0.0, + "FN": 4071, + "FP": 81, + "IoU": 0.0, + "TN": 72231856, + "TP": 0, + "n_pred": 81, + "n_ref": 4071 + }, + "13": { + "Dice": 0.3918914894884164, + "FN": 44117, + "FP": 37569, + "IoU": 0.24369716777616265, + "TN": 72128001, + "TP": 26321, + "n_pred": 63890, + "n_ref": 70438 + }, + "14": { + "Dice": 0.2951435572505785, + "FN": 34880, + "FP": 151231, + "IoU": 0.17311930192468322, + "TN": 72010932, + "TP": 38965, + "n_pred": 190196, + "n_ref": 73845 + }, + "15": { + "Dice": 0.6203954923463271, + "FN": 3735, + "FP": 26346, + "IoU": 0.4496908272657422, + "TN": 72181346, + "TP": 24581, + "n_pred": 50927, + "n_ref": 28316 + }, + "2": { + "Dice": 0.17174224218308842, + "FN": 107678, + "FP": 81535, + "IoU": 0.0939376526361155, + "TN": 72027178, + "TP": 19617, + "n_pred": 101152, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7312483803783436, + "FN": 15867, + "FP": 96139, + "IoU": 0.5763526675113944, + "TN": 71971623, + "TP": 152379, + "n_pred": 248518, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 673, + "IoU": 0.0, + "TN": 72235335, + "TP": 0, + "n_pred": 673, + "n_ref": 0 + }, + "5": { + "Dice": 0.7991473812423874, + "FN": 1666, + "FP": 1632, + "IoU": 0.665483314737803, + "TN": 72226149, + "TP": 6561, + "n_pred": 8193, + "n_ref": 8227 + }, + "6": { + "Dice": 0.4751272322778659, + "FN": 467025, + "FP": 1841293, + "IoU": 0.3115848366730389, + "TN": 68882918, + "TP": 1044772, + "n_pred": 2886065, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.23847166203536818, + "FN": 213236, + "FP": 591653, + "IoU": 0.13537770406288874, + "TN": 71305094, + "TP": 126025, + "n_pred": 717678, + "n_ref": 339261 + }, + "8": { + "Dice": 0.7108827316514855, + "FN": 7953, + "FP": 40547, + "IoU": 0.5514492351515824, + "TN": 72127882, + "TP": 59626, + "n_pred": 100173, + "n_ref": 67579 + }, + "9": { + "Dice": 0.2601817142131012, + "FN": 41430, + "FP": 5146, + "IoU": 0.14954533834861045, + "TN": 72181242, + "TP": 8190, + "n_pred": 13336, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0032194659075504947, + "FN": 88707, + "FP": 87771, + "IoU": 0.001612328371887782, + "TN": 52376357, + "TP": 285, + "n_pred": 88056, + "n_ref": 88992 + }, + "10": { + "Dice": 0.1468551213273763, + "FN": 42763, + "FP": 8604, + "IoU": 0.0792464329246433, + "TN": 52497332, + "TP": 4421, + "n_pred": 13025, + "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": 0.12977842030637493, + "FN": 19281, + "FP": 12020, + "IoU": 0.0693920023784748, + "TN": 52519485, + "TP": 2334, + "n_pred": 14354, + "n_ref": 21615 + }, + "14": { + "Dice": 0.37448246081942643, + "FN": 41094, + "FP": 8158, + "IoU": 0.23037737323228377, + "TN": 52489125, + "TP": 14743, + "n_pred": 22901, + "n_ref": 55837 + }, + "15": { + "Dice": 0.5580772876819272, + "FN": 15261, + "FP": 589, + "IoU": 0.38703689380462525, + "TN": 52527262, + "TP": 10008, + "n_pred": 10597, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5449078855825842, + "FN": 46180, + "FP": 102307, + "IoU": 0.3744834297316994, + "TN": 52315737, + "TP": 88896, + "n_pred": 191203, + "n_ref": 135076 + }, + "3": { + "Dice": 0.0, + "FN": 143093, + "FP": 9555, + "IoU": 0.0, + "TN": 52400472, + "TP": 0, + "n_pred": 9555, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 15778, + "IoU": 0.0, + "TN": 52535462, + "TP": 0, + "n_pred": 15778, + "n_ref": 1880 + }, + "5": { + "Dice": 0.6242084313370726, + "FN": 2832, + "FP": 1322, + "IoU": 0.4537085744345081, + "TN": 52545516, + "TP": 3450, + "n_pred": 4772, + "n_ref": 6282 + }, + "6": { + "Dice": 0.5934786707529929, + "FN": 173196, + "FP": 648271, + "IoU": 0.4219478641470134, + "TN": 51132025, + "TP": 599628, + "n_pred": 1247899, + "n_ref": 772824 + }, + "7": { + "Dice": 0.29670632417658105, + "FN": 152139, + "FP": 41873, + "IoU": 0.1741956354256673, + "TN": 52318183, + "TP": 40925, + "n_pred": 82798, + "n_ref": 193064 + }, + "8": { + "Dice": 0.5952506678263031, + "FN": 21205, + "FP": 30917, + "IoU": 0.42374155601499186, + "TN": 52462671, + "TP": 38327, + "n_pred": 69244, + "n_ref": 59532 + }, + "9": { + "Dice": 0.2667099898330311, + "FN": 65367, + "FP": 4594, + "IoU": 0.15387499395288085, + "TN": 52470436, + "TP": 12723, + "n_pred": 17317, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7373910547042158, + "FN": 20461, + "FP": 173461, + "IoU": 0.5840217253739411, + "TN": 143671067, + "TP": 272261, + "n_pred": 445722, + "n_ref": 292722 + }, + "10": { + "Dice": 0.6056340699990514, + "FN": 50390, + "FP": 11977, + "IoU": 0.43434370918589466, + "TN": 144026994, + "TP": 47889, + "n_pred": 59866, + "n_ref": 98279 + }, + "11": { + "Dice": 0.3741559953434226, + "FN": 5012, + "FP": 364, + "IoU": 0.230130316482887, + "TN": 144130267, + "TP": 1607, + "n_pred": 1971, + "n_ref": 6619 + }, + "12": { + "Dice": 0.20601780779858767, + "FN": 4975, + "FP": 197, + "IoU": 0.11483826801300702, + "TN": 144131407, + "TP": 671, + "n_pred": 868, + "n_ref": 5646 + }, + "13": { + "Dice": 0.31653783757992177, + "FN": 81082, + "FP": 19186, + "IoU": 0.18802788957542088, + "TN": 144013763, + "TP": 23219, + "n_pred": 42405, + "n_ref": 104301 + }, + "14": { + "Dice": 0.6674185627814618, + "FN": 201199, + "FP": 6988, + "IoU": 0.5008463604104728, + "TN": 143720170, + "TP": 208893, + "n_pred": 215881, + "n_ref": 410092 + }, + "15": { + "Dice": 0.26711963499180313, + "FN": 15904, + "FP": 21201, + "IoU": 0.15414776483461373, + "TN": 144093383, + "TP": 6762, + "n_pred": 27963, + "n_ref": 22666 + }, + "2": { + "Dice": 0.4870630458188779, + "FN": 87145, + "FP": 20046, + "IoU": 0.3219321495669996, + "TN": 143979167, + "TP": 50892, + "n_pred": 70938, + "n_ref": 138037 + }, + "3": { + "Dice": 0.6979282047330553, + "FN": 29275, + "FP": 96173, + "IoU": 0.5360136109775493, + "TN": 143866880, + "TP": 144922, + "n_pred": 241095, + "n_ref": 174197 + }, + "4": { + "Dice": 0.0332027475712805, + "FN": 50225, + "FP": 4808, + "IoU": 0.016881632069741685, + "TN": 144081272, + "TP": 945, + "n_pred": 5753, + "n_ref": 51170 + }, + "5": { + "Dice": 0.26002666940198993, + "FN": 27062, + "FP": 1794, + "IoU": 0.1494429051464953, + "TN": 144103324, + "TP": 5070, + "n_pred": 6864, + "n_ref": 32132 + }, + "6": { + "Dice": 0.4470582032301861, + "FN": 171531, + "FP": 2764883, + "IoU": 0.28787827345499134, + "TN": 140013778, + "TP": 1187058, + "n_pred": 3951941, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.4198518595659928, + "FN": 87798, + "FP": 357866, + "IoU": 0.26570411268571015, + "TN": 143530323, + "TP": 161263, + "n_pred": 519129, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7439233372992815, + "FN": 27471, + "FP": 111352, + "IoU": 0.5922595008649834, + "TN": 143796781, + "TP": 201646, + "n_pred": 312998, + "n_ref": 229117 + }, + "9": { + "Dice": 0.49588271042236404, + "FN": 61821, + "FP": 4541, + "IoU": 0.3296835385501157, + "TN": 144038249, + "TP": 32639, + "n_pred": 37180, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7184531660441351, + "FN": 19549, + "FP": 132863, + "IoU": 0.5606140540540541, + "TN": 111432045, + "TP": 194463, + "n_pred": 327326, + "n_ref": 214012 + }, + "10": { + "Dice": 0.4280851183054789, + "FN": 30723, + "FP": 10102, + "IoU": 0.272333523456438, + "TN": 111722816, + "TP": 15279, + "n_pred": 25381, + "n_ref": 46002 + }, + "11": { + "Dice": 0.0958354239839438, + "FN": 3604, + "FP": 0, + "IoU": 0.05032938076416337, + "TN": 111775125, + "TP": 191, + "n_pred": 191, + "n_ref": 3795 + }, + "12": { + "Dice": 0.0, + "FN": 4660, + "FP": 163, + "IoU": 0.0, + "TN": 111774097, + "TP": 0, + "n_pred": 163, + "n_ref": 4660 + }, + "13": { + "Dice": 0.5413515974504137, + "FN": 25595, + "FP": 20745, + "IoU": 0.37113234176528065, + "TN": 111705232, + "TP": 27348, + "n_pred": 48093, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6678298374532503, + "FN": 13318, + "FP": 64929, + "IoU": 0.5013097096969504, + "TN": 111622015, + "TP": 78658, + "n_pred": 143587, + "n_ref": 91976 + }, + "15": { + "Dice": 0.6067619970916142, + "FN": 718, + "FP": 12262, + "IoU": 0.4355049143254762, + "TN": 111755926, + "TP": 10014, + "n_pred": 22276, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8049833962867022, + "FN": 65226, + "FP": 3132, + "IoU": 0.6736169135938045, + "TN": 111569479, + "TP": 141083, + "n_pred": 144215, + "n_ref": 206309 + }, + "3": { + "Dice": 0.559653904502327, + "FN": 19908, + "FP": 48594, + "IoU": 0.3885551578552748, + "TN": 111666887, + "TP": 43531, + "n_pred": 92125, + "n_ref": 63439 + }, + "4": { + "Dice": 0.6925479150082665, + "FN": 7369, + "FP": 2673, + "IoU": 0.5296927688272761, + "TN": 111757568, + "TP": 11310, + "n_pred": 13983, + "n_ref": 18679 + }, + "5": { + "Dice": 0.040282868673405164, + "FN": 25872, + "FP": 49, + "IoU": 0.02055545059512564, + "TN": 111752455, + "TP": 544, + "n_pred": 593, + "n_ref": 26416 + }, + "6": { + "Dice": 0.810121522978447, + "FN": 288198, + "FP": 155518, + "IoU": 0.6808439169404127, + "TN": 110388641, + "TP": 946563, + "n_pred": 1102081, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.42503405043694537, + "FN": 137908, + "FP": 133952, + "IoU": 0.26986872354596825, + "TN": 111406576, + "TP": 100484, + "n_pred": 234436, + "n_ref": 238392 + }, + "8": { + "Dice": 0.566515528540845, + "FN": 104448, + "FP": 159994, + "IoU": 0.3952017198792425, + "TN": 111341680, + "TP": 172798, + "n_pred": 332792, + "n_ref": 277246 + }, + "9": { + "Dice": 0.4825129772116482, + "FN": 54126, + "FP": 2100, + "IoU": 0.31796843726876844, + "TN": 111696481, + "TP": 26213, + "n_pred": 28313, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6008896866586022, + "FN": 88409, + "FP": 13871, + "IoU": 0.42947984939339007, + "TN": 198908600, + "TP": 76995, + "n_pred": 90866, + "n_ref": 165404 + }, + "10": { + "Dice": 0.5371167591136131, + "FN": 24200, + "FP": 42894, + "IoU": 0.3671631091953481, + "TN": 198981854, + "TP": 38927, + "n_pred": 81821, + "n_ref": 63127 + }, + "11": { + "Dice": 0.6168032786885246, + "FN": 2328, + "FP": 290, + "IoU": 0.44592592592592595, + "TN": 199083150, + "TP": 2107, + "n_pred": 2397, + "n_ref": 4435 + }, + "12": { + "Dice": 0.20438659918052543, + "FN": 2911, + "FP": 390, + "IoU": 0.1138255033557047, + "TN": 199084150, + "TP": 424, + "n_pred": 814, + "n_ref": 3335 + }, + "13": { + "Dice": 0.07911118440037927, + "FN": 33675, + "FP": 11001, + "IoU": 0.04118467646743213, + "TN": 199041280, + "TP": 1919, + "n_pred": 12920, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5456997084548105, + "FN": 17000, + "FP": 32864, + "IoU": 0.37523179471758633, + "TN": 199008063, + "TP": 29948, + "n_pred": 62812, + "n_ref": 46948 + }, + "15": { + "Dice": 0.38228586275585325, + "FN": 105461, + "FP": 1524, + "IoU": 0.23631237061888785, + "TN": 198947785, + "TP": 33105, + "n_pred": 34629, + "n_ref": 138566 + }, + "2": { + "Dice": 0.6025035276533607, + "FN": 7033, + "FP": 154663, + "IoU": 0.43113062506816396, + "TN": 198803634, + "TP": 122545, + "n_pred": 277208, + "n_ref": 129578 + }, + "3": { + "Dice": 0.0, + "FN": 138831, + "FP": 3820, + "IoU": 0.0, + "TN": 198945224, + "TP": 0, + "n_pred": 3820, + "n_ref": 138831 + }, + "4": { + "Dice": 0.3399464083273214, + "FN": 10523, + "FP": 15095, + "IoU": 0.20478038180971597, + "TN": 199055660, + "TP": 6597, + "n_pred": 21692, + "n_ref": 17120 + }, + "5": { + "Dice": 0.20189190389483502, + "FN": 17795, + "FP": 176, + "IoU": 0.11228018178225647, + "TN": 199067631, + "TP": 2273, + "n_pred": 2449, + "n_ref": 20068 + }, + "6": { + "Dice": 0.1574536504020588, + "FN": 107223, + "FP": 11106330, + "IoU": 0.08545437700192263, + "TN": 186826537, + "TP": 1047785, + "n_pred": 12154115, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.277804178758998, + "FN": 76965, + "FP": 334878, + "IoU": 0.161308124971999, + "TN": 198596821, + "TP": 79211, + "n_pred": 414089, + "n_ref": 156176 + }, + "8": { + "Dice": 0.709293670189082, + "FN": 14014, + "FP": 71515, + "IoU": 0.5495391583715173, + "TN": 198898005, + "TP": 104341, + "n_pred": 175856, + "n_ref": 118355 + }, + "9": { + "Dice": 0.45372382528603294, + "FN": 71872, + "FP": 4044, + "IoU": 0.2934300047467029, + "TN": 198980432, + "TP": 31527, + "n_pred": 35571, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.701414404967344, + "FN": 14477, + "FP": 130171, + "IoU": 0.5401372136348896, + "TN": 130760646, + "TP": 169898, + "n_pred": 300069, + "n_ref": 184375 + }, + "10": { + "Dice": 0.3604159059022506, + "FN": 35839, + "FP": 130552, + "IoU": 0.21982154328020895, + "TN": 130861919, + "TP": 46882, + "n_pred": 177434, + "n_ref": 82721 + }, + "11": { + "Dice": 0.5826565365470264, + "FN": 1847, + "FP": 1339, + "IoU": 0.411090573012939, + "TN": 131069782, + "TP": 2224, + "n_pred": 3563, + "n_ref": 4071 + }, + "12": { + "Dice": 0.2749542961608775, + "FN": 3883, + "FP": 83, + "IoU": 0.15938957185247987, + "TN": 131070474, + "TP": 752, + "n_pred": 835, + "n_ref": 4635 + }, + "13": { + "Dice": 0.34605726074329674, + "FN": 61977, + "FP": 44530, + "IoU": 0.20923170586837728, + "TN": 130940504, + "TP": 28181, + "n_pred": 72711, + "n_ref": 90158 + }, + "14": { + "Dice": 0.21897394564855535, + "FN": 31618, + "FP": 146684, + "IoU": 0.12294819894046641, + "TN": 130871895, + "TP": 24995, + "n_pred": 171679, + "n_ref": 56613 + }, + "15": { + "Dice": 0.4070381521149006, + "FN": 2838, + "FP": 69246, + "IoU": 0.25552285050348567, + "TN": 130978367, + "TP": 24741, + "n_pred": 93987, + "n_ref": 27579 + }, + "2": { + "Dice": 0.43168354236620216, + "FN": 93982, + "FP": 80519, + "IoU": 0.2752528294050462, + "TN": 130834417, + "TP": 66274, + "n_pred": 146793, + "n_ref": 160256 + }, + "3": { + "Dice": 0.651387774386357, + "FN": 16354, + "FP": 169586, + "IoU": 0.48300598349534, + "TN": 130715536, + "TP": 173716, + "n_pred": 343302, + "n_ref": 190070 + }, + "4": { + "Dice": 0.0, + "FN": 73080, + "FP": 257, + "IoU": 0.0, + "TN": 131001855, + "TP": 0, + "n_pred": 257, + "n_ref": 73080 + }, + "5": { + "Dice": 0.4272956503467115, + "FN": 10632, + "FP": 270, + "IoU": 0.27169483599438843, + "TN": 131060223, + "TP": 4067, + "n_pred": 4337, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7040007452117253, + "FN": 190729, + "FP": 883304, + "IoU": 0.543210763903361, + "TN": 128723926, + "TP": 1277233, + "n_pred": 2160537, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.3764731917894047, + "FN": 384200, + "FP": 917502, + "IoU": 0.23188603347076397, + "TN": 129380519, + "TP": 392971, + "n_pred": 1310473, + "n_ref": 777171 + }, + "8": { + "Dice": 0.7367678897465487, + "FN": 17418, + "FP": 61733, + "IoU": 0.5832403117101937, + "TN": 130885272, + "TP": 110769, + "n_pred": 172502, + "n_ref": 128187 + }, + "9": { + "Dice": 0.5359217224017158, + "FN": 36432, + "FP": 13985, + "IoU": 0.36604717835227846, + "TN": 130995664, + "TP": 29111, + "n_pred": 43096, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.744648620641266, + "FN": 8586, + "FP": 133348, + "IoU": 0.5931794339698354, + "TN": 101268314, + "TP": 206952, + "n_pred": 340300, + "n_ref": 215538 + }, + "10": { + "Dice": 0.09843457802980032, + "FN": 39296, + "FP": 80266, + "IoU": 0.05176502311859084, + "TN": 101491111, + "TP": 6527, + "n_pred": 86793, + "n_ref": 45823 + }, + "11": { + "Dice": 0.7013691871222401, + "FN": 2116, + "FP": 305, + "IoU": 0.5400835866261399, + "TN": 101611936, + "TP": 2843, + "n_pred": 3148, + "n_ref": 4959 + }, + "12": { + "Dice": 0.0, + "FN": 5490, + "FP": 23, + "IoU": 0.0, + "TN": 101611687, + "TP": 0, + "n_pred": 23, + "n_ref": 5490 + }, + "13": { + "Dice": 0.4826699816691599, + "FN": 25722, + "FP": 47937, + "IoU": 0.3181048129530369, + "TN": 101509179, + "TP": 34362, + "n_pred": 82299, + "n_ref": 60084 + }, + "14": { + "Dice": 0.827669883279813, + "FN": 10608, + "FP": 10697, + "IoU": 0.7060041122165951, + "TN": 101544733, + "TP": 51162, + "n_pred": 61859, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7303336876221969, + "FN": 5437, + "FP": 15114, + "IoU": 0.5752170318313352, + "TN": 101568820, + "TP": 27829, + "n_pred": 42943, + "n_ref": 33266 + }, + "2": { + "Dice": 0.3168623332654117, + "FN": 131912, + "FP": 42422, + "IoU": 0.18825693199543686, + "TN": 101402435, + "TP": 40431, + "n_pred": 82853, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6866462752443484, + "FN": 35138, + "FP": 90666, + "IoU": 0.5228189956000607, + "TN": 101353560, + "TP": 137836, + "n_pred": 228502, + "n_ref": 172974 + }, + "4": { + "Dice": 0.1493298093260336, + "FN": 14631, + "FP": 3393, + "IoU": 0.08068958482097317, + "TN": 101597594, + "TP": 1582, + "n_pred": 4975, + "n_ref": 16213 + }, + "5": { + "Dice": 0.5098262473527202, + "FN": 19177, + "FP": 2348, + "IoU": 0.3421253705797854, + "TN": 101584481, + "TP": 11194, + "n_pred": 13542, + "n_ref": 30371 + }, + "6": { + "Dice": 0.7746292872505, + "FN": 353227, + "FP": 333668, + "IoU": 0.6321591328981402, + "TN": 99749830, + "TP": 1180475, + "n_pred": 1514143, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.61951231840503, + "FN": 145935, + "FP": 200332, + "IoU": 0.4487633802637528, + "TN": 100989036, + "TP": 281897, + "n_pred": 482229, + "n_ref": 427832 + }, + "8": { + "Dice": 0.6624628501038579, + "FN": 57969, + "FP": 119318, + "IoU": 0.4952855703150355, + "TN": 101265938, + "TP": 173975, + "n_pred": 293293, + "n_ref": 231944 + }, + "9": { + "Dice": 0.41268083850014764, + "FN": 58634, + "FP": 5022, + "IoU": 0.25998604975587075, + "TN": 101531180, + "TP": 22364, + "n_pred": 27386, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.529190548210944, + "FN": 49413, + "FP": 239156, + "IoU": 0.35979544975540495, + "TN": 118731467, + "TP": 162176, + "n_pred": 401332, + "n_ref": 211589 + }, + "10": { + "Dice": 0.5301616755150078, + "FN": 19034, + "FP": 90350, + "IoU": 0.3606938713485838, + "TN": 119011114, + "TP": 61714, + "n_pred": 152064, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6278247501921599, + "FN": 1996, + "FP": 425, + "IoU": 0.4575397714541788, + "TN": 119177749, + "TP": 2042, + "n_pred": 2467, + "n_ref": 4038 + }, + "12": { + "Dice": 0.0077260755048287975, + "FN": 4113, + "FP": 1538, + "IoU": 0.0038780186849991186, + "TN": 119176539, + "TP": 22, + "n_pred": 1560, + "n_ref": 4135 + }, + "13": { + "Dice": 0.14070926343095091, + "FN": 24830, + "FP": 75872, + "IoU": 0.07567899988067593, + "TN": 119073265, + "TP": 8245, + "n_pred": 84117, + "n_ref": 33075 + }, + "14": { + "Dice": 0.0585371007933503, + "FN": 62543, + "FP": 44378, + "IoU": 0.030151027257471995, + "TN": 119071967, + "TP": 3324, + "n_pred": 47702, + "n_ref": 65867 + }, + "15": { + "Dice": 0.46385939960379946, + "FN": 7022, + "FP": 24643, + "IoU": 0.30196415580980096, + "TN": 119136849, + "TP": 13698, + "n_pred": 38341, + "n_ref": 20720 + }, + "2": { + "Dice": 0.5231371443150842, + "FN": 37656, + "FP": 246436, + "IoU": 0.35422188478866706, + "TN": 118742290, + "TP": 155830, + "n_pred": 402266, + "n_ref": 193486 + }, + "3": { + "Dice": 0.44056551043892817, + "FN": 130001, + "FP": 40151, + "IoU": 0.28251620275689326, + "TN": 118945061, + "TP": 66999, + "n_pred": 107150, + "n_ref": 197000 + }, + "4": { + "Dice": 0.05657636099478677, + "FN": 41682, + "FP": 13513, + "IoU": 0.02911169744942832, + "TN": 119125362, + "TP": 1655, + "n_pred": 15168, + "n_ref": 43337 + }, + "5": { + "Dice": 0.1986754966887417, + "FN": 15742, + "FP": 230, + "IoU": 0.11029411764705882, + "TN": 119164260, + "TP": 1980, + "n_pred": 2210, + "n_ref": 17722 + }, + "6": { + "Dice": 0.38793738595303595, + "FN": 78736, + "FP": 5159892, + "IoU": 0.24064659931486646, + "TN": 112283411, + "TP": 1660173, + "n_pred": 6820065, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.3660900596480167, + "FN": 105430, + "FP": 560171, + "IoU": 0.22405767331897875, + "TN": 118324415, + "TP": 192196, + "n_pred": 752367, + "n_ref": 297626 + }, + "8": { + "Dice": 0.8217329545454546, + "FN": 8116, + "FP": 24012, + "IoU": 0.6974080771549126, + "TN": 119076036, + "TP": 74048, + "n_pred": 98060, + "n_ref": 82164 + }, + "9": { + "Dice": 0.607678575092853, + "FN": 41100, + "FP": 16257, + "IoU": 0.43644992041502095, + "TN": 119080434, + "TP": 44421, + "n_pred": 60678, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 33971, + "IoU": 0.0, + "TN": 61298509, + "TP": 0, + "n_pred": 33971, + "n_ref": 0 + }, + "10": { + "Dice": 0.3865686260178052, + "FN": 21206, + "FP": 20757, + "IoU": 0.23959409259762618, + "TN": 61277295, + "TP": 13222, + "n_pred": 33979, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7839885632594711, + "FN": 1122, + "FP": 389, + "IoU": 0.6447213731483659, + "TN": 61328227, + "TP": 2742, + "n_pred": 3131, + "n_ref": 3864 + }, + "12": { + "Dice": 0.18022299396819594, + "FN": 4357, + "FP": 128, + "IoU": 0.09903575733226196, + "TN": 61327502, + "TP": 493, + "n_pred": 621, + "n_ref": 4850 + }, + "13": { + "Dice": 0.2800925723767521, + "FN": 36660, + "FP": 45773, + "IoU": 0.16285328377458896, + "TN": 61234011, + "TP": 16036, + "n_pred": 61809, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8943707054756519, + "FN": 40060, + "FP": 14390, + "IoU": 0.8089245734578862, + "TN": 61047514, + "TP": 230516, + "n_pred": 244906, + "n_ref": 270576 + }, + "15": { + "Dice": 0.4030278684778843, + "FN": 70888, + "FP": 10105, + "IoU": 0.2523700072923301, + "TN": 61224147, + "TP": 27340, + "n_pred": 37445, + "n_ref": 98228 + }, + "2": { + "Dice": 0.6635979939789672, + "FN": 71559, + "FP": 19064, + "IoU": 0.49655567036654336, + "TN": 61152474, + "TP": 89383, + "n_pred": 108447, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7433259931827094, + "FN": 17756, + "FP": 58825, + "IoU": 0.5915026404224676, + "TN": 61145010, + "TP": 110889, + "n_pred": 169714, + "n_ref": 128645 + }, + "4": { + "Dice": 0.41774324105552857, + "FN": 29287, + "FP": 6679, + "IoU": 0.2640173528689531, + "TN": 61283612, + "TP": 12902, + "n_pred": 19581, + "n_ref": 42189 + }, + "5": { + "Dice": 0.2739805263665285, + "FN": 7151, + "FP": 380, + "IoU": 0.1587354781054513, + "TN": 61323528, + "TP": 1421, + "n_pred": 1801, + "n_ref": 8572 + }, + "6": { + "Dice": 0.646313032027686, + "FN": 102738, + "FP": 1104854, + "IoU": 0.4774464461276431, + "TN": 59021536, + "TP": 1103352, + "n_pred": 2208206, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.19084121937131227, + "FN": 151199, + "FP": 298474, + "IoU": 0.10548616374345784, + "TN": 60829779, + "TP": 53028, + "n_pred": 351502, + "n_ref": 204227 + }, + "8": { + "Dice": 0.715513353555697, + "FN": 24304, + "FP": 21745, + "IoU": 0.5570422670693934, + "TN": 61228522, + "TP": 57909, + "n_pred": 79654, + "n_ref": 82213 + }, + "9": { + "Dice": 0.5823633501987391, + "FN": 30628, + "FP": 16339, + "IoU": 0.4107987404814773, + "TN": 61252767, + "TP": 32746, + "n_pred": 49085, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7272860164362035, + "FN": 17948, + "FP": 101450, + "IoU": 0.5714449796486795, + "TN": 148828894, + "TP": 159208, + "n_pred": 260658, + "n_ref": 177156 + }, + "10": { + "Dice": 0.14078549848942598, + "FN": 65579, + "FP": 22585, + "IoU": 0.07572310692232694, + "TN": 149012113, + "TP": 7223, + "n_pred": 29808, + "n_ref": 72802 + }, + "11": { + "Dice": 0.6677011749057858, + "FN": 1098, + "FP": 401, + "IoU": 0.5011647254575707, + "TN": 149104495, + "TP": 1506, + "n_pred": 1907, + "n_ref": 2604 + }, + "12": { + "Dice": 0.0, + "FN": 2097, + "FP": 129, + "IoU": 0.0, + "TN": 149105274, + "TP": 0, + "n_pred": 129, + "n_ref": 2097 + }, + "13": { + "Dice": 0.25813215950643814, + "FN": 69472, + "FP": 16144, + "IoU": 0.14819273512351883, + "TN": 149006989, + "TP": 14895, + "n_pred": 31039, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8275298475345864, + "FN": 7499, + "FP": 28168, + "IoU": 0.705800353036277, + "TN": 148986266, + "TP": 85567, + "n_pred": 113735, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7118667983632002, + "FN": 12818, + "FP": 7602, + "IoU": 0.5526344616058714, + "TN": 149061855, + "TP": 25225, + "n_pred": 32827, + "n_ref": 38043 + }, + "2": { + "Dice": 0.706966565041936, + "FN": 45234, + "FP": 47422, + "IoU": 0.546750413352509, + "TN": 148903074, + "TP": 111770, + "n_pred": 159192, + "n_ref": 157004 + }, + "3": { + "Dice": 0.1558937891564547, + "FN": 51887, + "FP": 36902, + "IoU": 0.0845362312863447, + "TN": 149010512, + "TP": 8199, + "n_pred": 45101, + "n_ref": 60086 + }, + "4": { + "Dice": 0.5427888617384066, + "FN": 15726, + "FP": 1301, + "IoU": 0.3724847055354905, + "TN": 149080366, + "TP": 10107, + "n_pred": 11408, + "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": 0.4037815575766432, + "FN": 259127, + "FP": 2242004, + "IoU": 0.2529613409074685, + "TN": 145759439, + "TP": 846930, + "n_pred": 3088934, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.21946788946016874, + "FN": 216718, + "FP": 198785, + "IoU": 0.12325972003595559, + "TN": 148633582, + "TP": 58415, + "n_pred": 257200, + "n_ref": 275133 + }, + "8": { + "Dice": 0.7182784840804208, + "FN": 51241, + "FP": 88252, + "IoU": 0.560401362666591, + "TN": 148790181, + "TP": 177826, + "n_pred": 266078, + "n_ref": 229067 + }, + "9": { + "Dice": 0.41954370390839535, + "FN": 63195, + "FP": 4023, + "IoU": 0.26545732706808, + "TN": 149015990, + "TP": 24292, + "n_pred": 28315, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.19571799850135518, + "FN": 444843, + "FP": 132617, + "IoU": 0.1084741732937484, + "TN": 100065079, + "TP": 70261, + "n_pred": 202878, + "n_ref": 515104 + }, + "10": { + "Dice": 0.17901534064344252, + "FN": 18178, + "FP": 167954, + "IoU": 0.09830689112268379, + "TN": 100506375, + "TP": 20293, + "n_pred": 188247, + "n_ref": 38471 + }, + "11": { + "Dice": 0.26302864938608456, + "FN": 2517, + "FP": 2885, + "IoU": 0.15142946905435123, + "TN": 100706434, + "TP": 964, + "n_pred": 3849, + "n_ref": 3481 + }, + "12": { + "Dice": 0.05061224489795919, + "FN": 5718, + "FP": 97, + "IoU": 0.025963149078726967, + "TN": 100706830, + "TP": 155, + "n_pred": 252, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 45797, + "IoU": 0.0, + "TN": 100627848, + "TP": 0, + "n_pred": 45797, + "n_ref": 39155 + }, + "14": { + "Dice": 0.4195625066237336, + "FN": 60861, + "FP": 196552, + "IoU": 0.26547238241445925, + "TN": 100362353, + "TP": 93034, + "n_pred": 289586, + "n_ref": 153895 + }, + "15": { + "Dice": 0.2896096186258521, + "FN": 74045, + "FP": 30062, + "IoU": 0.1693236946253032, + "TN": 100587472, + "TP": 21221, + "n_pred": 51283, + "n_ref": 95266 + }, + "2": { + "Dice": 0.2192152636410809, + "FN": 186474, + "FP": 146063, + "IoU": 0.12310037208051285, + "TN": 100333581, + "TP": 46682, + "n_pred": 192745, + "n_ref": 233156 + }, + "3": { + "Dice": 0.4591886529464878, + "FN": 145373, + "FP": 39704, + "IoU": 0.29801743985374496, + "TN": 100449151, + "TP": 78572, + "n_pred": 118276, + "n_ref": 223945 + }, + "4": { + "Dice": 0.0, + "FN": 57652, + "FP": 11560, + "IoU": 0.0, + "TN": 100643588, + "TP": 0, + "n_pred": 11560, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0, + "FN": 16473, + "FP": 32, + "IoU": 0.0, + "TN": 100696295, + "TP": 0, + "n_pred": 32, + "n_ref": 16473 + }, + "6": { + "Dice": 0.33286445256297037, + "FN": 1011796, + "FP": 3262372, + "IoU": 0.19966250079347142, + "TN": 95372343, + "TP": 1066289, + "n_pred": 4328661, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.13137460464124526, + "FN": 113150, + "FP": 669002, + "IoU": 0.07030547961488173, + "TN": 99871500, + "TP": 59148, + "n_pred": 728150, + "n_ref": 172298 + }, + "8": { + "Dice": 0.7273004664138442, + "FN": 22575, + "FP": 39985, + "IoU": 0.5714628215227592, + "TN": 100566815, + "TP": 83425, + "n_pred": 123410, + "n_ref": 106000 + }, + "9": { + "Dice": 0.5173140718709657, + "FN": 54371, + "FP": 34240, + "IoU": 0.3489033395789706, + "TN": 100576705, + "TP": 47484, + "n_pred": 81724, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5919980401258446, + "FN": 31921, + "FP": 31365, + "IoU": 0.420452568246962, + "TN": 78841501, + "TP": 45913, + "n_pred": 77278, + "n_ref": 77834 + }, + "10": { + "Dice": 0.07048354442299544, + "FN": 37447, + "FP": 2037, + "IoU": 0.036529123252238845, + "TN": 78909719, + "TP": 1497, + "n_pred": 3534, + "n_ref": 38944 + }, + "11": { + "Dice": 0.5609016038144776, + "FN": 721, + "FP": 292, + "IoU": 0.3897590361445783, + "TN": 78949040, + "TP": 647, + "n_pred": 939, + "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": 0.23386274224100248, + "FN": 49775, + "FP": 13321, + "IoU": 0.13241481725930204, + "TN": 78877974, + "TP": 9630, + "n_pred": 22951, + "n_ref": 59405 + }, + "14": { + "Dice": 0.1768132066998666, + "FN": 14079, + "FP": 108738, + "IoU": 0.09698030248443094, + "TN": 78814693, + "TP": 13190, + "n_pred": 121928, + "n_ref": 27269 + }, + "15": { + "Dice": 0.7111017351405516, + "FN": 25411, + "FP": 1978, + "IoU": 0.5517128500581043, + "TN": 78889603, + "TP": 33708, + "n_pred": 35686, + "n_ref": 59119 + }, + "2": { + "Dice": 0.7381511592893707, + "FN": 26579, + "FP": 25597, + "IoU": 0.5849758984393643, + "TN": 78824982, + "TP": 73542, + "n_pred": 99139, + "n_ref": 100121 + }, + "3": { + "Dice": 0.16252896391923205, + "FN": 76330, + "FP": 9690, + "IoU": 0.0884525310754819, + "TN": 78856333, + "TP": 8347, + "n_pred": 18037, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8714552351134927, + "FN": 2654, + "FP": 1616, + "IoU": 0.7721937686726419, + "TN": 78931956, + "TP": 14474, + "n_pred": 16090, + "n_ref": 17128 + }, + "5": { + "Dice": 0.018732029492982607, + "FN": 34469, + "FP": 0, + "IoU": 0.009454566354388183, + "TN": 78915902, + "TP": 329, + "n_pred": 329, + "n_ref": 34798 + }, + "6": { + "Dice": 0.7605929717663202, + "FN": 217643, + "FP": 90476, + "IoU": 0.6136748900401723, + "TN": 78153136, + "TP": 489445, + "n_pred": 579921, + "n_ref": 707088 + }, + "7": { + "Dice": 0.30694944344284114, + "FN": 579291, + "FP": 61139, + "IoU": 0.18129963234354146, + "TN": 78168448, + "TP": 141822, + "n_pred": 202961, + "n_ref": 721113 + }, + "8": { + "Dice": 0.6227474118818072, + "FN": 157803, + "FP": 52169, + "IoU": 0.45216644880856405, + "TN": 78567423, + "TP": 173305, + "n_pred": 225474, + "n_ref": 331108 + }, + "9": { + "Dice": 0.3953620214891205, + "FN": 42403, + "FP": 2391, + "IoU": 0.24638705227207724, + "TN": 78891261, + "TP": 14645, + "n_pred": 17036, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5486759678606025, + "FN": 6881, + "FP": 225610, + "IoU": 0.37805201024046914, + "TN": 104630629, + "TP": 141320, + "n_pred": 366930, + "n_ref": 148201 + }, + "10": { + "Dice": 0.62011724286508, + "FN": 32544, + "FP": 34462, + "IoU": 0.44939850118327634, + "TN": 104882744, + "TP": 54690, + "n_pred": 89152, + "n_ref": 87234 + }, + "11": { + "Dice": 0.6459664240083197, + "FN": 2157, + "FP": 226, + "IoU": 0.4770682466535001, + "TN": 104999883, + "TP": 2174, + "n_pred": 2400, + "n_ref": 4331 + }, + "12": { + "Dice": 0.39136212624584715, + "FN": 3655, + "FP": 9, + "IoU": 0.2432878975629905, + "TN": 104999598, + "TP": 1178, + "n_pred": 1187, + "n_ref": 4833 + }, + "13": { + "Dice": 0.2833552126598805, + "FN": 58068, + "FP": 41833, + "IoU": 0.1650633927004371, + "TN": 104884789, + "TP": 19750, + "n_pred": 61583, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7890815731859062, + "FN": 19984, + "FP": 6798, + "IoU": 0.6516389177939647, + "TN": 104927560, + "TP": 50098, + "n_pred": 56896, + "n_ref": 70082 + }, + "15": { + "Dice": 0.9114484379590637, + "FN": 1093, + "FP": 3428, + "IoU": 0.8373038721750395, + "TN": 104976652, + "TP": 23267, + "n_pred": 26695, + "n_ref": 24360 + }, + "2": { + "Dice": 0.5744426806734096, + "FN": 67072, + "FP": 86541, + "IoU": 0.40296007244715126, + "TN": 104747149, + "TP": 103678, + "n_pred": 190219, + "n_ref": 170750 + }, + "3": { + "Dice": 0.5822872575756576, + "FN": 65362, + "FP": 61154, + "IoU": 0.4107230189522909, + "TN": 104789743, + "TP": 88181, + "n_pred": 149335, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1781, + "IoU": 0.0, + "TN": 105002659, + "TP": 0, + "n_pred": 1781, + "n_ref": 0 + }, + "5": { + "Dice": 0.403216686561538, + "FN": 20453, + "FP": 8044, + "IoU": 0.2525180988353793, + "TN": 104966316, + "TP": 9627, + "n_pred": 17671, + "n_ref": 30080 + }, + "6": { + "Dice": 0.5238447083524514, + "FN": 141568, + "FP": 1847795, + "IoU": 0.35487100260825827, + "TN": 101920773, + "TP": 1094304, + "n_pred": 2942099, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.5197136044076047, + "FN": 61618, + "FP": 249768, + "IoU": 0.3510899012211895, + "TN": 104524580, + "TP": 168474, + "n_pred": 418242, + "n_ref": 230092 + }, + "8": { + "Dice": 0.7871928145115058, + "FN": 77133, + "FP": 79146, + "IoU": 0.6490667469078694, + "TN": 104559116, + "TP": 289045, + "n_pred": 368191, + "n_ref": 366178 + }, + "9": { + "Dice": 0.5428891922208857, + "FN": 53384, + "FP": 14262, + "IoU": 0.3725792090227795, + "TN": 104896624, + "TP": 40170, + "n_pred": 54432, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5360288649042222, + "FN": 195054, + "FP": 191105, + "IoU": 0.3661471541712832, + "TN": 177067063, + "TP": 223066, + "n_pred": 414171, + "n_ref": 418120 + }, + "10": { + "Dice": 0.3506539108365007, + "FN": 43500, + "FP": 61909, + "IoU": 0.2126017778441772, + "TN": 177542418, + "TP": 28461, + "n_pred": 90370, + "n_ref": 71961 + }, + "11": { + "Dice": 0.5912052117263844, + "FN": 2565, + "FP": 447, + "IoU": 0.41965317919075146, + "TN": 177671098, + "TP": 2178, + "n_pred": 2625, + "n_ref": 4743 + }, + "12": { + "Dice": 0.0, + "FN": 5198, + "FP": 10, + "IoU": 0.0, + "TN": 177671080, + "TP": 0, + "n_pred": 10, + "n_ref": 5198 + }, + "13": { + "Dice": 0.32631640426188746, + "FN": 57528, + "FP": 23215, + "IoU": 0.19496899240264012, + "TN": 177575990, + "TP": 19555, + "n_pred": 42770, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8101334145261293, + "FN": 17708, + "FP": 9730, + "IoU": 0.6808607153242222, + "TN": 177590313, + "TP": 58537, + "n_pred": 68267, + "n_ref": 76245 + }, + "15": { + "Dice": 0.6175665744085316, + "FN": 3422, + "FP": 21035, + "IoU": 0.44672427834585104, + "TN": 177632084, + "TP": 19747, + "n_pred": 40782, + "n_ref": 23169 + }, + "2": { + "Dice": 0.5459558092076467, + "FN": 118322, + "FP": 41428, + "IoU": 0.37547401424583843, + "TN": 177420494, + "TP": 96044, + "n_pred": 137472, + "n_ref": 214366 + }, + "3": { + "Dice": 0.6298919725455088, + "FN": 75122, + "FP": 79907, + "IoU": 0.45973891103738607, + "TN": 177389336, + "TP": 131923, + "n_pred": 211830, + "n_ref": 207045 + }, + "4": { + "Dice": 0.0, + "FN": 34433, + "FP": 25191, + "IoU": 0.0, + "TN": 177616664, + "TP": 0, + "n_pred": 25191, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6761661973974583, + "FN": 13410, + "FP": 3612, + "IoU": 0.5107636593567672, + "TN": 177641495, + "TP": 17771, + "n_pred": 21383, + "n_ref": 31181 + }, + "6": { + "Dice": 0.5960159733888231, + "FN": 449901, + "FP": 1387849, + "IoU": 0.4245176313205203, + "TN": 174482880, + "TP": 1355658, + "n_pred": 2743507, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.48886148657550127, + "FN": 136265, + "FP": 348716, + "IoU": 0.3235054114712869, + "TN": 176959385, + "TP": 231922, + "n_pred": 580638, + "n_ref": 368187 + }, + "8": { + "Dice": 0.7049027643988663, + "FN": 22722, + "FP": 125243, + "IoU": 0.5442855910905239, + "TN": 177351600, + "TP": 176723, + "n_pred": 301966, + "n_ref": 199445 + }, + "9": { + "Dice": 0.41925181214763796, + "FN": 97484, + "FP": 7071, + "IoU": 0.26522365508275064, + "TN": 177533993, + "TP": 37740, + "n_pred": 44811, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7953529937444147, + "FN": 46887, + "FP": 25248, + "IoU": 0.6602373887240356, + "TN": 193793225, + "TP": 140175, + "n_pred": 165423, + "n_ref": 187062 + }, + "10": { + "Dice": 0.4176693180940613, + "FN": 60004, + "FP": 15402, + "IoU": 0.2639583007965016, + "TN": 193903087, + "TP": 27042, + "n_pred": 42444, + "n_ref": 87046 + }, + "11": { + "Dice": 0.4585480093676815, + "FN": 2133, + "FP": 179, + "IoU": 0.2974779702218171, + "TN": 194002244, + "TP": 979, + "n_pred": 1158, + "n_ref": 3112 + }, + "12": { + "Dice": 0.0, + "FN": 3950, + "FP": 14, + "IoU": 0.0, + "TN": 194001571, + "TP": 0, + "n_pred": 14, + "n_ref": 3950 + }, + "13": { + "Dice": 0.40947314510399974, + "FN": 42092, + "FP": 29396, + "IoU": 0.25744497418798623, + "TN": 193909262, + "TP": 24785, + "n_pred": 54181, + "n_ref": 66877 + }, + "14": { + "Dice": 0.711826307994496, + "FN": 8134, + "FP": 46736, + "IoU": 0.5525856586050001, + "TN": 193882897, + "TP": 67768, + "n_pred": 114504, + "n_ref": 75902 + }, + "15": { + "Dice": 0.6460594236475227, + "FN": 5071, + "FP": 12345, + "IoU": 0.47716970370148, + "TN": 193972224, + "TP": 15895, + "n_pred": 28240, + "n_ref": 20966 + }, + "2": { + "Dice": 0.6522170797627226, + "FN": 8828, + "FP": 129888, + "IoU": 0.4839184930818827, + "TN": 193736748, + "TP": 130071, + "n_pred": 259959, + "n_ref": 138899 + }, + "3": { + "Dice": 0.013201176658117058, + "FN": 133644, + "FP": 2552, + "IoU": 0.006644445579000343, + "TN": 193868428, + "TP": 911, + "n_pred": 3463, + "n_ref": 134555 + }, + "4": { + "Dice": 0.6406204556471159, + "FN": 7813, + "FP": 7015, + "IoU": 0.47125944943659964, + "TN": 193977491, + "TP": 13216, + "n_pred": 20231, + "n_ref": 21029 + }, + "5": { + "Dice": 0.03057674058974449, + "FN": 26835, + "FP": 748, + "IoU": 0.015525733457063316, + "TN": 193977517, + "TP": 435, + "n_pred": 1183, + "n_ref": 27270 + }, + "6": { + "Dice": 0.18481796345038667, + "FN": 240337, + "FP": 9858972, + "IoU": 0.10181786714995136, + "TN": 182761369, + "TP": 1144857, + "n_pred": 11003829, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.37610509790960917, + "FN": 139892, + "FP": 464188, + "IoU": 0.23160679759845323, + "TN": 193219375, + "TP": 182080, + "n_pred": 646268, + "n_ref": 321972 + }, + "8": { + "Dice": 0.8720658081994479, + "FN": 37963, + "FP": 21727, + "IoU": 0.7731530922095246, + "TN": 193742406, + "TP": 203439, + "n_pred": 225166, + "n_ref": 241402 + }, + "9": { + "Dice": 0.40702907965859575, + "FN": 70066, + "FP": 12539, + "IoU": 0.2555156999170842, + "TN": 193894579, + "TP": 28351, + "n_pred": 40890, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7495437683240591, + "FN": 14236, + "FP": 52738, + "IoU": 0.5994162365199084, + "TN": 99488609, + "TP": 100217, + "n_pred": 152955, + "n_ref": 114453 + }, + "10": { + "Dice": 0.6017349781138082, + "FN": 33881, + "FP": 16161, + "IoU": 0.4303440111103522, + "TN": 99567954, + "TP": 37804, + "n_pred": 53965, + "n_ref": 71685 + }, + "11": { + "Dice": 0.6471230881281864, + "FN": 1865, + "FP": 73, + "IoU": 0.47833109017496633, + "TN": 99652085, + "TP": 1777, + "n_pred": 1850, + "n_ref": 3642 + }, + "12": { + "Dice": 0.021241830065359478, + "FN": 3529, + "FP": 65, + "IoU": 0.010734929810074319, + "TN": 99652167, + "TP": 39, + "n_pred": 104, + "n_ref": 3568 + }, + "13": { + "Dice": 0.23501306654699997, + "FN": 36528, + "FP": 21432, + "IoU": 0.13315286481312535, + "TN": 99588937, + "TP": 8903, + "n_pred": 30335, + "n_ref": 45431 + }, + "14": { + "Dice": 0.3870823054496524, + "FN": 25661, + "FP": 64528, + "IoU": 0.2399888765294772, + "TN": 99537132, + "TP": 28479, + "n_pred": 93007, + "n_ref": 54140 + }, + "15": { + "Dice": 0.5778168433774653, + "FN": 16911, + "FP": 13829, + "IoU": 0.4062886279357231, + "TN": 99604024, + "TP": 21036, + "n_pred": 34865, + "n_ref": 37947 + }, + "2": { + "Dice": 0.7605958275497732, + "FN": 22969, + "FP": 34810, + "IoU": 0.6136786082026183, + "TN": 99506238, + "TP": 91783, + "n_pred": 126593, + "n_ref": 114752 + }, + "3": { + "Dice": 0.6474008234552431, + "FN": 40629, + "FP": 49977, + "IoU": 0.47863464260642397, + "TN": 99482014, + "TP": 83180, + "n_pred": 133157, + "n_ref": 123809 + }, + "4": { + "Dice": 0.540109689213894, + "FN": 11520, + "FP": 1058, + "IoU": 0.36996593868964134, + "TN": 99635836, + "TP": 7386, + "n_pred": 8444, + "n_ref": 18906 + }, + "5": { + "Dice": 0.520011273957159, + "FN": 3276, + "FP": 3536, + "IoU": 0.351361645400876, + "TN": 99645298, + "TP": 3690, + "n_pred": 7226, + "n_ref": 6966 + }, + "6": { + "Dice": 0.5053833874873993, + "FN": 204521, + "FP": 2045671, + "IoU": 0.33813580235656493, + "TN": 96256021, + "TP": 1149587, + "n_pred": 3195258, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.3827829598249555, + "FN": 49237, + "FP": 330449, + "IoU": 0.23669238594191652, + "TN": 99158378, + "TP": 117736, + "n_pred": 448185, + "n_ref": 166973 + }, + "8": { + "Dice": 0.513823641730971, + "FN": 16156, + "FP": 144254, + "IoU": 0.34573530851306816, + "TN": 99410624, + "TP": 84766, + "n_pred": 229020, + "n_ref": 100922 + }, + "9": { + "Dice": 0.30806689195043757, + "FN": 77757, + "FP": 2099, + "IoU": 0.18207982956582303, + "TN": 99558167, + "TP": 17777, + "n_pred": 19876, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5642913039573857, + "FN": 248979, + "FP": 56692, + "IoU": 0.3930402493993368, + "TN": 62579910, + "TP": 197939, + "n_pred": 254631, + "n_ref": 446918 + }, + "10": { + "Dice": 0.43326439324707805, + "FN": 43821, + "FP": 26877, + "IoU": 0.27653957143734265, + "TN": 62985798, + "TP": 27024, + "n_pred": 53901, + "n_ref": 70845 + }, + "11": { + "Dice": 0.6835930660129574, + "FN": 1593, + "FP": 214, + "IoU": 0.5192870444267093, + "TN": 63079761, + "TP": 1952, + "n_pred": 2166, + "n_ref": 3545 + }, + "12": { + "Dice": 0.13077128369362157, + "FN": 3257, + "FP": 0, + "IoU": 0.06996002284408909, + "TN": 63080018, + "TP": 245, + "n_pred": 245, + "n_ref": 3502 + }, + "13": { + "Dice": 0.29544311790362376, + "FN": 33022, + "FP": 27231, + "IoU": 0.17332546716790603, + "TN": 63010634, + "TP": 12633, + "n_pred": 39864, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 17812, + "IoU": 0.0, + "TN": 63065708, + "TP": 0, + "n_pred": 17812, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6620852516400114, + "FN": 21077, + "FP": 83954, + "IoU": 0.4948635572270904, + "TN": 62875594, + "TP": 102895, + "n_pred": 186849, + "n_ref": 123972 + }, + "3": { + "Dice": 0.15567065323162885, + "FN": 115191, + "FP": 19298, + "IoU": 0.08440501882399395, + "TN": 62936633, + "TP": 12398, + "n_pred": 31696, + "n_ref": 127589 + }, + "4": { + "Dice": 0.2573394495412844, + "FN": 15224, + "FP": 966, + "IoU": 0.14767043958936563, + "TN": 63064525, + "TP": 2805, + "n_pred": 3771, + "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": 0.5991186042670058, + "FN": 271907, + "FP": 875982, + "IoU": 0.42767261103751353, + "TN": 61077869, + "TP": 857762, + "n_pred": 1733744, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.36490876424320684, + "FN": 71455, + "FP": 225118, + "IoU": 0.22317333507956258, + "TN": 62701745, + "TP": 85202, + "n_pred": 310320, + "n_ref": 156657 + }, + "8": { + "Dice": 0.7028832644670914, + "FN": 27159, + "FP": 44532, + "IoU": 0.5418812703687137, + "TN": 62927030, + "TP": 84799, + "n_pred": 129331, + "n_ref": 111958 + }, + "9": { + "Dice": 0.5010765438262552, + "FN": 26831, + "FP": 5147, + "IoU": 0.3342909484553252, + "TN": 63035484, + "TP": 16058, + "n_pred": 21205, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7656742566138367, + "FN": 21636, + "FP": 156389, + "IoU": 0.6203178218687551, + "TN": 109139939, + "TP": 290854, + "n_pred": 447243, + "n_ref": 312490 + }, + "10": { + "Dice": 0.376126337356525, + "FN": 35792, + "FP": 137162, + "IoU": 0.23162290639299835, + "TN": 109383728, + "TP": 52136, + "n_pred": 189298, + "n_ref": 87928 + }, + "11": { + "Dice": 0.48214860083628175, + "FN": 2967, + "FP": 253, + "IoU": 0.31765204492477217, + "TN": 109604099, + "TP": 1499, + "n_pred": 1752, + "n_ref": 4466 + }, + "12": { + "Dice": 0.3214030064423765, + "FN": 3183, + "FP": 609, + "IoU": 0.19147121535181236, + "TN": 109604128, + "TP": 898, + "n_pred": 1507, + "n_ref": 4081 + }, + "13": { + "Dice": 0.35246964517269835, + "FN": 50879, + "FP": 58981, + "IoU": 0.21393817973669146, + "TN": 109469058, + "TP": 29900, + "n_pred": 88881, + "n_ref": 80779 + }, + "14": { + "Dice": 0.2842956029261386, + "FN": 68002, + "FP": 77578, + "IoU": 0.1657019725606611, + "TN": 109434324, + "TP": 28914, + "n_pred": 106492, + "n_ref": 96916 + }, + "15": { + "Dice": 0.38287536055867616, + "FN": 72016, + "FP": 29609, + "IoU": 0.23676304919263988, + "TN": 109475668, + "TP": 31525, + "n_pred": 61134, + "n_ref": 103541 + }, + "2": { + "Dice": 0.42796408248694207, + "FN": 145358, + "FP": 38305, + "IoU": 0.27223556263522025, + "TN": 109356452, + "TP": 68703, + "n_pred": 107008, + "n_ref": 214061 + }, + "3": { + "Dice": 0.7021039524986787, + "FN": 31130, + "FP": 150939, + "IoU": 0.5409554592991886, + "TN": 109212192, + "TP": 214557, + "n_pred": 365496, + "n_ref": 245687 + }, + "4": { + "Dice": 0.01981972098806063, + "FN": 49748, + "FP": 3861, + "IoU": 0.010009048771029158, + "TN": 109554667, + "TP": 542, + "n_pred": 4403, + "n_ref": 50290 + }, + "5": { + "Dice": 0.48148868572910586, + "FN": 6839, + "FP": 1158, + "IoU": 0.3170794192997438, + "TN": 109597108, + "TP": 3713, + "n_pred": 4871, + "n_ref": 10552 + }, + "6": { + "Dice": 0.34966854277348863, + "FN": 319717, + "FP": 3142396, + "IoU": 0.21187776627679944, + "TN": 105215955, + "TP": 930750, + "n_pred": 4073146, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.49389866592591747, + "FN": 721460, + "FP": 255102, + "IoU": 0.32793189591692073, + "TN": 108155748, + "TP": 476508, + "n_pred": 731610, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.796829358078874, + "FN": 6082, + "FP": 36415, + "IoU": 0.662274602051926, + "TN": 109482985, + "TP": 83336, + "n_pred": 119751, + "n_ref": 89418 + }, + "9": { + "Dice": 0.5676736949887169, + "FN": 26649, + "FP": 16840, + "IoU": 0.3963298677142183, + "TN": 109536777, + "TP": 28552, + "n_pred": 45392, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7206098401942854, + "FN": 10707, + "FP": 26567, + "IoU": 0.5632447886762828, + "TN": 66982009, + "TP": 48069, + "n_pred": 74636, + "n_ref": 58776 + }, + "10": { + "Dice": 0.443737882900349, + "FN": 53047, + "FP": 11510, + "IoU": 0.2851305561092286, + "TN": 66977046, + "TP": 25749, + "n_pred": 37259, + "n_ref": 78796 + }, + "11": { + "Dice": 0.04100652376514446, + "FN": 3060, + "FP": 27, + "IoU": 0.02093244529019981, + "TN": 67064199, + "TP": 66, + "n_pred": 93, + "n_ref": 3126 + }, + "12": { + "Dice": 0.008527715073990468, + "FN": 3294, + "FP": 659, + "IoU": 0.0042821158690176326, + "TN": 67063382, + "TP": 17, + "n_pred": 676, + "n_ref": 3311 + }, + "13": { + "Dice": 0.23065905314821533, + "FN": 32172, + "FP": 8113, + "IoU": 0.1303643899490545, + "TN": 67021028, + "TP": 6039, + "n_pred": 14152, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7809723402012636, + "FN": 12498, + "FP": 22827, + "IoU": 0.6406518620998342, + "TN": 66969049, + "TP": 62978, + "n_pred": 85805, + "n_ref": 75476 + }, + "15": { + "Dice": 0.6355303530508408, + "FN": 14999, + "FP": 3769, + "IoU": 0.46577097150664654, + "TN": 67032221, + "TP": 16363, + "n_pred": 20132, + "n_ref": 31362 + }, + "2": { + "Dice": 0.6103548988291636, + "FN": 15531, + "FP": 151098, + "IoU": 0.43921638576274835, + "TN": 66770216, + "TP": 130507, + "n_pred": 281605, + "n_ref": 146038 + }, + "3": { + "Dice": 0.0, + "FN": 160370, + "FP": 6741, + "IoU": 0.0, + "TN": 66900241, + "TP": 0, + "n_pred": 6741, + "n_ref": 160370 + }, + "4": { + "Dice": 0.023606883270174565, + "FN": 12849, + "FP": 2868, + "IoU": 0.011944426981831898, + "TN": 67051445, + "TP": 190, + "n_pred": 3058, + "n_ref": 13039 + }, + "5": { + "Dice": 0.0, + "FN": 8921, + "FP": 326, + "IoU": 0.0, + "TN": 67058105, + "TP": 0, + "n_pred": 326, + "n_ref": 8921 + }, + "6": { + "Dice": 0.6650738207896052, + "FN": 250353, + "FP": 585116, + "IoU": 0.4982101865610236, + "TN": 65402374, + "TP": 829509, + "n_pred": 1414625, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.3839393221909902, + "FN": 256748, + "FP": 47679, + "IoU": 0.2375772936394441, + "TN": 66668063, + "TP": 94862, + "n_pred": 142541, + "n_ref": 351610 + }, + "8": { + "Dice": 0.7119293734790013, + "FN": 10677, + "FP": 50048, + "IoU": 0.5527098893652127, + "TN": 66931590, + "TP": 75037, + "n_pred": 125085, + "n_ref": 85714 + }, + "9": { + "Dice": 0.3181379296176839, + "FN": 61858, + "FP": 4524, + "IoU": 0.18915815703327307, + "TN": 66985484, + "TP": 15486, + "n_pred": 20010, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.21604030415871328, + "FN": 156053, + "FP": 19318, + "IoU": 0.12110156112962638, + "TN": 74319745, + "TP": 24164, + "n_pred": 43482, + "n_ref": 180217 + }, + "10": { + "Dice": 0.5651537628803978, + "FN": 27958, + "FP": 15424, + "IoU": 0.3938775795341819, + "TN": 74447707, + "TP": 28191, + "n_pred": 43615, + "n_ref": 56149 + }, + "11": { + "Dice": 0.3999185501934433, + "FN": 2405, + "FP": 542, + "IoU": 0.24993637057775514, + "TN": 74515351, + "TP": 982, + "n_pred": 1524, + "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": 0.16867907179325864, + "FN": 35919, + "FP": 32793, + "IoU": 0.09210787098820078, + "TN": 74443597, + "TP": 6971, + "n_pred": 39764, + "n_ref": 42890 + }, + "14": { + "Dice": 0.3796362947527941, + "FN": 11884, + "FP": 53614, + "IoU": 0.23429079133494662, + "TN": 74433741, + "TP": 20041, + "n_pred": 73655, + "n_ref": 31925 + }, + "15": { + "Dice": 0.5471862112329628, + "FN": 15565, + "FP": 8920, + "IoU": 0.3766389164693602, + "TN": 74480001, + "TP": 14794, + "n_pred": 23714, + "n_ref": 30359 + }, + "2": { + "Dice": 0.5810211946050097, + "FN": 8226, + "FP": 183130, + "IoU": 0.4094643220856813, + "TN": 74195242, + "TP": 132682, + "n_pred": 315812, + "n_ref": 140908 + }, + "3": { + "Dice": 0.0040711256975717305, + "FN": 155316, + "FP": 3695, + "IoU": 0.002039714816488427, + "TN": 74359944, + "TP": 325, + "n_pred": 4020, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 7768, + "IoU": 0.0, + "TN": 74498234, + "TP": 0, + "n_pred": 7768, + "n_ref": 13278 + }, + "5": { + "Dice": 0.036274786204304105, + "FN": 9961, + "FP": 294, + "IoU": 0.018472434915773352, + "TN": 74508832, + "TP": 193, + "n_pred": 487, + "n_ref": 10154 + }, + "6": { + "Dice": 0.801339931576743, + "FN": 207350, + "FP": 486098, + "IoU": 0.6685297630969242, + "TN": 72427243, + "TP": 1398589, + "n_pred": 1884687, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.5316747103850297, + "FN": 70192, + "FP": 100691, + "IoU": 0.3620959974914328, + "TN": 74251398, + "TP": 96999, + "n_pred": 197690, + "n_ref": 167191 + }, + "8": { + "Dice": 0.7479542406743479, + "FN": 9720, + "FP": 27118, + "IoU": 0.5973857066351902, + "TN": 74427783, + "TP": 54659, + "n_pred": 81777, + "n_ref": 64379 + }, + "9": { + "Dice": 0.5167229678322529, + "FN": 58900, + "FP": 4620, + "IoU": 0.34836578510022775, + "TN": 74421802, + "TP": 33958, + "n_pred": 38578, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8911152018885877, + "FN": 10387, + "FP": 56215, + "IoU": 0.8036138681008911, + "TN": 65712042, + "TP": 272536, + "n_pred": 328751, + "n_ref": 282923 + }, + "10": { + "Dice": 0.2536963588107238, + "FN": 62265, + "FP": 62864, + "IoU": 0.14527620101504812, + "TN": 65904783, + "TP": 21268, + "n_pred": 84132, + "n_ref": 83533 + }, + "11": { + "Dice": 0.8292128445581131, + "FN": 719, + "FP": 483, + "IoU": 0.708252427184466, + "TN": 66047060, + "TP": 2918, + "n_pred": 3401, + "n_ref": 3637 + }, + "12": { + "Dice": 0.23920454545454545, + "FN": 2605, + "FP": 73, + "IoU": 0.13585027428202645, + "TN": 66048081, + "TP": 421, + "n_pred": 494, + "n_ref": 3026 + }, + "13": { + "Dice": 0.518510438709396, + "FN": 23858, + "FP": 20284, + "IoU": 0.3499926373140922, + "TN": 65983270, + "TP": 23768, + "n_pred": 44052, + "n_ref": 47626 + }, + "14": { + "Dice": 0.6904388354613188, + "FN": 6080, + "FP": 41077, + "IoU": 0.527229162071662, + "TN": 65951434, + "TP": 52589, + "n_pred": 93666, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8391706515517974, + "FN": 1870, + "FP": 6841, + "IoU": 0.722906129719757, + "TN": 66019743, + "TP": 22726, + "n_pred": 29567, + "n_ref": 24596 + }, + "2": { + "Dice": 0.6229344741484366, + "FN": 70852, + "FP": 17640, + "IoU": 0.4523637128764953, + "TN": 65889591, + "TP": 73097, + "n_pred": 90737, + "n_ref": 143949 + }, + "3": { + "Dice": 0.7233301713074047, + "FN": 27199, + "FP": 71965, + "IoU": 0.5665757543970069, + "TN": 65822388, + "TP": 129628, + "n_pred": 201593, + "n_ref": 156827 + }, + "4": { + "Dice": 0.09392494961451102, + "FN": 28060, + "FP": 263, + "IoU": 0.04927662716927931, + "TN": 66021389, + "TP": 1468, + "n_pred": 1731, + "n_ref": 29528 + }, + "5": { + "Dice": 0.7262235046054822, + "FN": 3435, + "FP": 1499, + "IoU": 0.5701341697159784, + "TN": 66039702, + "TP": 6544, + "n_pred": 8043, + "n_ref": 9979 + }, + "6": { + "Dice": 0.5013828168611972, + "FN": 159445, + "FP": 1559083, + "IoU": 0.3345636380673735, + "TN": 63468622, + "TP": 864030, + "n_pred": 2423113, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.5738776292733401, + "FN": 569441, + "FP": 35115, + "IoU": 0.4024041983023723, + "TN": 65039533, + "TP": 407091, + "n_pred": 442206, + "n_ref": 976532 + }, + "8": { + "Dice": 0.6017068094923129, + "FN": 6702, + "FP": 92054, + "IoU": 0.43031519682495734, + "TN": 65877828, + "TP": 74596, + "n_pred": 166650, + "n_ref": 81298 + }, + "9": { + "Dice": 0.39749253599797285, + "FN": 52045, + "FP": 2644, + "IoU": 0.24804410895241238, + "TN": 65978451, + "TP": 18040, + "n_pred": 20684, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9051528202363521, + "FN": 5897, + "FP": 25067, + "IoU": 0.8267389613514405, + "TN": 113293827, + "TP": 147749, + "n_pred": 172816, + "n_ref": 153646 + }, + "10": { + "Dice": 0.4548655232976941, + "FN": 52466, + "FP": 14887, + "IoU": 0.2943857186259206, + "TN": 113377087, + "TP": 28100, + "n_pred": 42987, + "n_ref": 80566 + }, + "11": { + "Dice": 0.42690753506061324, + "FN": 2332, + "FP": 79, + "IoU": 0.2713810818978543, + "TN": 113469231, + "TP": 898, + "n_pred": 977, + "n_ref": 3230 + }, + "12": { + "Dice": 0.017412333736396616, + "FN": 4047, + "FP": 16, + "IoU": 0.008782629909734082, + "TN": 113468441, + "TP": 36, + "n_pred": 52, + "n_ref": 4083 + }, + "13": { + "Dice": 0.45393963151705213, + "FN": 43873, + "FP": 35528, + "IoU": 0.2936105476673428, + "TN": 113360136, + "TP": 33003, + "n_pred": 68531, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8105967714719613, + "FN": 83450, + "FP": 735, + "IoU": 0.6815155298301365, + "TN": 113208210, + "TP": 180145, + "n_pred": 180880, + "n_ref": 263595 + }, + "15": { + "Dice": 0.6149666292599374, + "FN": 6265, + "FP": 13292, + "IoU": 0.4440085287846482, + "TN": 113437365, + "TP": 15618, + "n_pred": 28910, + "n_ref": 21883 + }, + "2": { + "Dice": 0.7564591153176128, + "FN": 21787, + "FP": 46016, + "IoU": 0.6083106109621962, + "TN": 113299436, + "TP": 105301, + "n_pred": 151317, + "n_ref": 127088 + }, + "3": { + "Dice": 0.4965681886004178, + "FN": 78700, + "FP": 5650, + "IoU": 0.33028979753870585, + "TN": 113346590, + "TP": 41600, + "n_pred": 47250, + "n_ref": 120300 + }, + "4": { + "Dice": 0.5687966502821773, + "FN": 15470, + "FP": 8216, + "IoU": 0.39742546046606286, + "TN": 113433232, + "TP": 15622, + "n_pred": 23838, + "n_ref": 31092 + }, + "5": { + "Dice": 0.14961225118284385, + "FN": 30154, + "FP": 221, + "IoU": 0.08085454050292008, + "TN": 113439493, + "TP": 2672, + "n_pred": 2893, + "n_ref": 32826 + }, + "6": { + "Dice": 0.7890350610443552, + "FN": 190072, + "FP": 319833, + "IoU": 0.6515754797367059, + "TN": 112009081, + "TP": 953554, + "n_pred": 1273387, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.24779621081197542, + "FN": 163968, + "FP": 164214, + "IoU": 0.14141974371988134, + "TN": 113090302, + "TP": 54056, + "n_pred": 218270, + "n_ref": 218024 + }, + "8": { + "Dice": 0.6373528550072493, + "FN": 44889, + "FP": 148209, + "IoU": 0.4677313986598049, + "TN": 113109757, + "TP": 169685, + "n_pred": 317894, + "n_ref": 214574 + }, + "9": { + "Dice": 0.13390318300101678, + "FN": 98469, + "FP": 2045, + "IoU": 0.07175575338923572, + "TN": 113364256, + "TP": 7770, + "n_pred": 9815, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6263793226115739, + "FN": 34746, + "FP": 75533, + "IoU": 0.45600603785498295, + "TN": 74994007, + "TP": 92442, + "n_pred": 167975, + "n_ref": 127188 + }, + "10": { + "Dice": 0.6191974866037953, + "FN": 43491, + "FP": 26082, + "IoU": 0.4484330529503635, + "TN": 75070591, + "TP": 56564, + "n_pred": 82646, + "n_ref": 100055 + }, + "11": { + "Dice": 0.4698693636746734, + "FN": 2429, + "FP": 87, + "IoU": 0.3070779399614431, + "TN": 75193097, + "TP": 1115, + "n_pred": 1202, + "n_ref": 3544 + }, + "12": { + "Dice": 0.09314586994727592, + "FN": 2947, + "FP": 149, + "IoU": 0.04884792626728111, + "TN": 75193473, + "TP": 159, + "n_pred": 308, + "n_ref": 3106 + }, + "13": { + "Dice": 0.2707701413035437, + "FN": 44280, + "FP": 14862, + "IoU": 0.15658423889792078, + "TN": 75126606, + "TP": 10980, + "n_pred": 25842, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9257578451761541, + "FN": 13312, + "FP": 5894, + "IoU": 0.8617776178481468, + "TN": 75057778, + "TP": 119744, + "n_pred": 125638, + "n_ref": 133056 + }, + "15": { + "Dice": 0.21866331061499056, + "FN": 61476, + "FP": 26683, + "IoU": 0.12275237574008657, + "TN": 75096233, + "TP": 12336, + "n_pred": 39019, + "n_ref": 73812 + }, + "2": { + "Dice": 0.6169192500806118, + "FN": 12385, + "FP": 153941, + "IoU": 0.4460471668892567, + "TN": 74896475, + "TP": 133927, + "n_pred": 287868, + "n_ref": 146312 + }, + "3": { + "Dice": 0.006457558546134288, + "FN": 147021, + "FP": 4990, + "IoU": 0.003239238057768598, + "TN": 75044223, + "TP": 494, + "n_pred": 5484, + "n_ref": 147515 + }, + "4": { + "Dice": 0.45103494664750665, + "FN": 17587, + "FP": 368, + "IoU": 0.2911847143815878, + "TN": 75171397, + "TP": 7376, + "n_pred": 7744, + "n_ref": 24963 + }, + "5": { + "Dice": 0.11002558734589439, + "FN": 7228, + "FP": 424, + "IoU": 0.05821538461538461, + "TN": 75188603, + "TP": 473, + "n_pred": 897, + "n_ref": 7701 + }, + "6": { + "Dice": 0.7826248521968747, + "FN": 64486, + "FP": 597700, + "IoU": 0.6428789462387163, + "TN": 73342494, + "TP": 1192048, + "n_pred": 1789748, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.5631363060318, + "FN": 39169, + "FP": 135604, + "IoU": 0.3919204781885616, + "TN": 74909310, + "TP": 112645, + "n_pred": 248249, + "n_ref": 151814 + }, + "8": { + "Dice": 0.7232293381463337, + "FN": 11810, + "FP": 44008, + "IoU": 0.566452033833798, + "TN": 75067981, + "TP": 72929, + "n_pred": 116937, + "n_ref": 84739 + }, + "9": { + "Dice": 0.35064448285196675, + "FN": 60394, + "FP": 1974, + "IoU": 0.21259484641508958, + "TN": 75117521, + "TP": 16839, + "n_pred": 18813, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9538293568864036, + "FN": 11420, + "FP": 8371, + "IoU": 0.9117340112389617, + "TN": 86703652, + "TP": 204429, + "n_pred": 212800, + "n_ref": 215849 + }, + "10": { + "Dice": 0.45206058669873905, + "FN": 20717, + "FP": 95913, + "IoU": 0.29204023285035297, + "TN": 86763131, + "TP": 48111, + "n_pred": 144024, + "n_ref": 68828 + }, + "11": { + "Dice": 0.5873465533522191, + "FN": 1346, + "FP": 402, + "IoU": 0.4157754010695187, + "TN": 86924880, + "TP": 1244, + "n_pred": 1646, + "n_ref": 2590 + }, + "12": { + "Dice": 0.06298919120387626, + "FN": 4746, + "FP": 282, + "IoU": 0.03251876082355205, + "TN": 86922675, + "TP": 169, + "n_pred": 451, + "n_ref": 4915 + }, + "13": { + "Dice": 0.3730331209834628, + "FN": 35364, + "FP": 31855, + "IoU": 0.2292813245276096, + "TN": 86840656, + "TP": 19997, + "n_pred": 51852, + "n_ref": 55361 + }, + "14": { + "Dice": 0.5642013553644887, + "FN": 21628, + "FP": 73611, + "IoU": 0.39295297949505703, + "TN": 86770983, + "TP": 61650, + "n_pred": 135261, + "n_ref": 83278 + }, + "15": { + "Dice": 0.5774355358667352, + "FN": 94677, + "FP": 4812, + "IoU": 0.4059116830382468, + "TN": 86760407, + "TP": 67976, + "n_pred": 72788, + "n_ref": 162653 + }, + "2": { + "Dice": 0.5967755959930319, + "FN": 24701, + "FP": 109782, + "IoU": 0.42528878081717597, + "TN": 86693871, + "TP": 99518, + "n_pred": 209300, + "n_ref": 124219 + }, + "3": { + "Dice": 0.5064070747727545, + "FN": 100461, + "FP": 35782, + "IoU": 0.33905294154744753, + "TN": 86721739, + "TP": 69890, + "n_pred": 105672, + "n_ref": 170351 + }, + "4": { + "Dice": 0.490888881403887, + "FN": 9235, + "FP": 5880, + "IoU": 0.3252834568342112, + "TN": 86905470, + "TP": 7287, + "n_pred": 13167, + "n_ref": 16522 + }, + "5": { + "Dice": 0.5720479469523081, + "FN": 3230, + "FP": 126, + "IoU": 0.40060725129487407, + "TN": 86922273, + "TP": 2243, + "n_pred": 2369, + "n_ref": 5473 + }, + "6": { + "Dice": 0.6271305710111007, + "FN": 107103, + "FP": 1161954, + "IoU": 0.45680277946969383, + "TN": 84591599, + "TP": 1067216, + "n_pred": 2229170, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.47632435324397393, + "FN": 656402, + "FP": 150136, + "IoU": 0.3126153222033114, + "TN": 85754529, + "TP": 366805, + "n_pred": 516941, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.7261659758253862, + "FN": 4284, + "FP": 33504, + "IoU": 0.5700632594547854, + "TN": 86839980, + "TP": 50104, + "n_pred": 83608, + "n_ref": 54388 + }, + "9": { + "Dice": 0.5976940375760028, + "FN": 25644, + "FP": 8167, + "IoU": 0.4262222750182429, + "TN": 86868945, + "TP": 25116, + "n_pred": 33283, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6422305931803407, + "FN": 16345, + "FP": 64005, + "IoU": 0.47300417136710654, + "TN": 37597132, + "TP": 72118, + "n_pred": 136123, + "n_ref": 88463 + }, + "10": { + "Dice": 0.05758183957367292, + "FN": 56748, + "FP": 24954, + "IoU": 0.029644409605928883, + "TN": 37665402, + "TP": 2496, + "n_pred": 27450, + "n_ref": 59244 + }, + "11": { + "Dice": 0.6551204819277109, + "FN": 1283, + "FP": 91, + "IoU": 0.48712206047032475, + "TN": 37746921, + "TP": 1305, + "n_pred": 1396, + "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": 0.4192880135130828, + "FN": 31729, + "FP": 4713, + "IoU": 0.26525263115448205, + "TN": 37700002, + "TP": 13156, + "n_pred": 17869, + "n_ref": 44885 + }, + "14": { + "Dice": 0.2613818960899839, + "FN": 27806, + "FP": 381757, + "IoU": 0.1503388786198398, + "TN": 37267569, + "TP": 72468, + "n_pred": 454225, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 40569, + "IoU": 0.0, + "TN": 37709031, + "TP": 0, + "n_pred": 40569, + "n_ref": 0 + }, + "2": { + "Dice": 0.44766672964292464, + "FN": 48103, + "FP": 80531, + "IoU": 0.2883831315036816, + "TN": 37568837, + "TP": 52129, + "n_pred": 132660, + "n_ref": 100232 + }, + "3": { + "Dice": 0.2166098149795236, + "FN": 77618, + "FP": 2533, + "IoU": 0.12145957558751315, + "TN": 37658368, + "TP": 11081, + "n_pred": 13614, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 12415, + "IoU": 0.0, + "TN": 37725491, + "TP": 0, + "n_pred": 12415, + "n_ref": 11694 + }, + "5": { + "Dice": 0.28413422016291756, + "FN": 8148, + "FP": 1431, + "IoU": 0.1655923344947735, + "TN": 37738120, + "TP": 1901, + "n_pred": 3332, + "n_ref": 10049 + }, + "6": { + "Dice": 0.5353152204175511, + "FN": 440653, + "FP": 83425, + "IoU": 0.3654815205836701, + "TN": 36923654, + "TP": 301868, + "n_pred": 385293, + "n_ref": 742521 + }, + "7": { + "Dice": 0.2735719953708932, + "FN": 252032, + "FP": 243227, + "IoU": 0.15846128227609785, + "TN": 37161084, + "TP": 93257, + "n_pred": 336484, + "n_ref": 345289 + }, + "8": { + "Dice": 0.5988860993276195, + "FN": 26203, + "FP": 43296, + "IoU": 0.42743569886803645, + "TN": 37628218, + "TP": 51883, + "n_pred": 95179, + "n_ref": 78086 + }, + "9": { + "Dice": 0.22065979902673324, + "FN": 47788, + "FP": 1538, + "IoU": 0.12401214725887513, + "TN": 37693291, + "TP": 6983, + "n_pred": 8521, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7606770016109123, + "FN": 16227, + "FP": 98167, + "IoU": 0.6137843020743302, + "TN": 75610496, + "TP": 181798, + "n_pred": 279965, + "n_ref": 198025 + }, + "10": { + "Dice": 0.7295596906629438, + "FN": 34678, + "FP": 24212, + "IoU": 0.574257354163805, + "TN": 75768365, + "TP": 79433, + "n_pred": 103645, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6303317535545023, + "FN": 2214, + "FP": 282, + "IoU": 0.4602076124567474, + "TN": 75902064, + "TP": 2128, + "n_pred": 2410, + "n_ref": 4342 + }, + "12": { + "Dice": 0.4125369215621923, + "FN": 3327, + "FP": 253, + "IoU": 0.2598718213768865, + "TN": 75901851, + "TP": 1257, + "n_pred": 1510, + "n_ref": 4584 + }, + "13": { + "Dice": 0.6352756219346124, + "FN": 12811, + "FP": 20132, + "IoU": 0.4654973796505119, + "TN": 75845055, + "TP": 28690, + "n_pred": 48822, + "n_ref": 41501 + }, + "14": { + "Dice": 0.7429549926318649, + "FN": 33434, + "FP": 29012, + "IoU": 0.5910329290336102, + "TN": 75753996, + "TP": 90246, + "n_pred": 119258, + "n_ref": 123680 + }, + "15": { + "Dice": 0.3895376375767838, + "FN": 135047, + "FP": 28632, + "IoU": 0.24187937990097313, + "TN": 75690787, + "TP": 52222, + "n_pred": 80854, + "n_ref": 187269 + }, + "2": { + "Dice": 0.46534665995105023, + "FN": 100784, + "FP": 110457, + "IoU": 0.3032259128541742, + "TN": 75603518, + "TP": 91929, + "n_pred": 202386, + "n_ref": 192713 + }, + "3": { + "Dice": 0.5815326132307265, + "FN": 94433, + "FP": 131236, + "IoU": 0.4099724947185676, + "TN": 75524216, + "TP": 156803, + "n_pred": 288039, + "n_ref": 251236 + }, + "4": { + "Dice": 0.2518348366855286, + "FN": 25682, + "FP": 1026, + "IoU": 0.14405666121847258, + "TN": 75875485, + "TP": 4495, + "n_pred": 5521, + "n_ref": 30177 + }, + "5": { + "Dice": 0.6733418043202033, + "FN": 3005, + "FP": 3422, + "IoU": 0.5075473143820397, + "TN": 75893637, + "TP": 6624, + "n_pred": 10046, + "n_ref": 9629 + }, + "6": { + "Dice": 0.7231053437362491, + "FN": 218927, + "FP": 920672, + "IoU": 0.5662999216020581, + "TN": 73279068, + "TP": 1488021, + "n_pred": 2408693, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.6120631312321162, + "FN": 73414, + "FP": 180519, + "IoU": 0.44098773150645126, + "TN": 75452435, + "TP": 200320, + "n_pred": 380839, + "n_ref": 273734 + }, + "8": { + "Dice": 0.7180346835453728, + "FN": 6722, + "FP": 60055, + "IoU": 0.560104609952438, + "TN": 75754886, + "TP": 85025, + "n_pred": 145080, + "n_ref": 91747 + }, + "9": { + "Dice": 0.6764666997190547, + "FN": 36813, + "FP": 2341, + "IoU": 0.5111066714947494, + "TN": 75826601, + "TP": 40933, + "n_pred": 43274, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5478983053381474, + "FN": 21754, + "FP": 99204, + "IoU": 0.37731400448901425, + "TN": 61193498, + "TP": 73294, + "n_pred": 172498, + "n_ref": 95048 + }, + "10": { + "Dice": 0.29214533584750196, + "FN": 59616, + "FP": 29728, + "IoU": 0.1710598342936139, + "TN": 61279969, + "TP": 18437, + "n_pred": 48165, + "n_ref": 78053 + }, + "11": { + "Dice": 0.6988352745424293, + "FN": 1242, + "FP": 568, + "IoU": 0.5370843989769821, + "TN": 61383840, + "TP": 2100, + "n_pred": 2668, + "n_ref": 3342 + }, + "12": { + "Dice": 0.1724979658258747, + "FN": 3051, + "FP": 0, + "IoU": 0.0943900267141585, + "TN": 61384381, + "TP": 318, + "n_pred": 318, + "n_ref": 3369 + }, + "13": { + "Dice": 0.3609666564698685, + "FN": 26475, + "FP": 19483, + "IoU": 0.2202314296379246, + "TN": 61328812, + "TP": 12980, + "n_pred": 32463, + "n_ref": 39455 + }, + "14": { + "Dice": 0.6409602921654185, + "FN": 9245, + "FP": 54854, + "IoU": 0.4716273472146661, + "TN": 61266436, + "TP": 57215, + "n_pred": 112069, + "n_ref": 66460 + }, + "15": { + "Dice": 0.7434178449536811, + "FN": 12236, + "FP": 8814, + "IoU": 0.5916189737122902, + "TN": 61336205, + "TP": 30495, + "n_pred": 39309, + "n_ref": 42731 + }, + "2": { + "Dice": 0.6362315977209742, + "FN": 14015, + "FP": 122233, + "IoU": 0.4665246655207383, + "TN": 61132353, + "TP": 119149, + "n_pred": 241382, + "n_ref": 133164 + }, + "3": { + "Dice": 0.21984752552009304, + "FN": 116606, + "FP": 4146, + "IoU": 0.12349926687281332, + "TN": 61249984, + "TP": 17014, + "n_pred": 21160, + "n_ref": 133620 + }, + "4": { + "Dice": 0.6146947415329769, + "FN": 7941, + "FP": 5893, + "IoU": 0.4437251196268447, + "TN": 61362881, + "TP": 11035, + "n_pred": 16928, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0, + "FN": 27695, + "FP": 450, + "IoU": 0.0, + "TN": 61359605, + "TP": 0, + "n_pred": 450, + "n_ref": 27695 + }, + "6": { + "Dice": 0.7288016518800827, + "FN": 176712, + "FP": 432051, + "IoU": 0.5733185957627849, + "TN": 59961011, + "TP": 817976, + "n_pred": 1250027, + "n_ref": 994688 + }, + "7": { + "Dice": 0.3456908978583196, + "FN": 112988, + "FP": 141198, + "IoU": 0.2089639097135993, + "TN": 61066417, + "TP": 67147, + "n_pred": 208345, + "n_ref": 180135 + }, + "8": { + "Dice": 0.6618931553064958, + "FN": 61110, + "FP": 128100, + "IoU": 0.4946489571676197, + "TN": 61013337, + "TP": 185203, + "n_pred": 313303, + "n_ref": 246313 + }, + "9": { + "Dice": 0.41370869033047736, + "FN": 57409, + "FP": 5819, + "IoU": 0.26080246913580246, + "TN": 61302214, + "TP": 22308, + "n_pred": 28127, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9107408532150595, + "FN": 7073, + "FP": 27904, + "IoU": 0.8361103562023822, + "TN": 39535382, + "TP": 178441, + "n_pred": 206345, + "n_ref": 185514 + }, + "10": { + "Dice": 0.351627460393663, + "FN": 33521, + "FP": 34007, + "IoU": 0.2133179557077785, + "TN": 39662961, + "TP": 18311, + "n_pred": 52318, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7770419426048565, + "FN": 919, + "FP": 293, + "IoU": 0.6353790613718412, + "TN": 39745476, + "TP": 2112, + "n_pred": 2405, + "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": 0.5487957268517384, + "FN": 21413, + "FP": 15417, + "IoU": 0.3781657324238536, + "TN": 39689572, + "TP": 22398, + "n_pred": 37815, + "n_ref": 43811 + }, + "14": { + "Dice": 0.17037168108626616, + "FN": 24186, + "FP": 64897, + "IoU": 0.09311819199837117, + "TN": 39650570, + "TP": 9147, + "n_pred": 74044, + "n_ref": 33333 + }, + "15": { + "Dice": 0.02235270670121269, + "FN": 50987, + "FP": 12782, + "IoU": 0.011302676051970604, + "TN": 39684302, + "TP": 729, + "n_pred": 13511, + "n_ref": 51716 + }, + "2": { + "Dice": 0.5259910021608983, + "FN": 43606, + "FP": 90202, + "IoU": 0.3568438204461449, + "TN": 39540751, + "TP": 74241, + "n_pred": 164443, + "n_ref": 117847 + }, + "3": { + "Dice": 0.28889803234151923, + "FN": 108647, + "FP": 17516, + "IoU": 0.16883741460297383, + "TN": 39597009, + "TP": 25628, + "n_pred": 43144, + "n_ref": 134275 + }, + "4": { + "Dice": 0.3885369736797534, + "FN": 18038, + "FP": 13, + "IoU": 0.24110821491633735, + "TN": 39725014, + "TP": 5735, + "n_pred": 5748, + "n_ref": 23773 + }, + "5": { + "Dice": 0.6981269321694854, + "FN": 2685, + "FP": 635, + "IoU": 0.5362480793406901, + "TN": 39741641, + "TP": 3839, + "n_pred": 4474, + "n_ref": 6524 + }, + "6": { + "Dice": 0.95311415595925, + "FN": 55220, + "FP": 30645, + "IoU": 0.9104279720513158, + "TN": 38790186, + "TP": 872749, + "n_pred": 903394, + "n_ref": 927969 + }, + "7": { + "Dice": 0.584422612342731, + "FN": 407551, + "FP": 53988, + "IoU": 0.4128510510541073, + "TN": 38962732, + "TP": 324529, + "n_pred": 378517, + "n_ref": 732080 + }, + "8": { + "Dice": 0.751069084863357, + "FN": 2552, + "FP": 28591, + "IoU": 0.6013696, + "TN": 39670675, + "TP": 46982, + "n_pred": 75573, + "n_ref": 49534 + }, + "9": { + "Dice": 0.4556491532783326, + "FN": 28512, + "FP": 2829, + "IoU": 0.2950425120338297, + "TN": 39704342, + "TP": 13117, + "n_pred": 15946, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2999915258546176, + "FN": 8454, + "FP": 404572, + "IoU": 0.1764647238040548, + "TN": 100895080, + "TP": 88502, + "n_pred": 493074, + "n_ref": 96956 + }, + "10": { + "Dice": 0.2851317314996202, + "FN": 64561, + "FP": 24844, + "IoU": 0.16627034084021075, + "TN": 101289373, + "TP": 17830, + "n_pred": 42674, + "n_ref": 82391 + }, + "11": { + "Dice": 0.45803193667258085, + "FN": 3851, + "FP": 120, + "IoU": 0.29704372455301825, + "TN": 101390959, + "TP": 1678, + "n_pred": 1798, + "n_ref": 5529 + }, + "12": { + "Dice": 0.0, + "FN": 5225, + "FP": 383, + "IoU": 0.0, + "TN": 101391000, + "TP": 0, + "n_pred": 383, + "n_ref": 5225 + }, + "13": { + "Dice": 0.424851407970379, + "FN": 32504, + "FP": 14718, + "IoU": 0.269721479052936, + "TN": 101331945, + "TP": 17441, + "n_pred": 32159, + "n_ref": 49945 + }, + "14": { + "Dice": 0.8109342876722759, + "FN": 47761, + "FP": 11831, + "IoU": 0.6819928278688525, + "TN": 101209216, + "TP": 127800, + "n_pred": 139631, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8497837874939941, + "FN": 2113, + "FP": 6641, + "IoU": 0.7388035208115769, + "TN": 101363093, + "TP": 24761, + "n_pred": 31402, + "n_ref": 26874 + }, + "2": { + "Dice": 0.5489424141583573, + "FN": 90269, + "FP": 60050, + "IoU": 0.3783050510982716, + "TN": 101154819, + "TP": 91470, + "n_pred": 151520, + "n_ref": 181739 + }, + "3": { + "Dice": 0.4286777666619027, + "FN": 95189, + "FP": 96693, + "IoU": 0.27281340362073603, + "TN": 101132739, + "TP": 71987, + "n_pred": 168680, + "n_ref": 167176 + }, + "4": { + "Dice": 0.31907917683990233, + "FN": 7859, + "FP": 1902, + "IoU": 0.18982403718459495, + "TN": 101384560, + "TP": 2287, + "n_pred": 4189, + "n_ref": 10146 + }, + "5": { + "Dice": 0.32051623710359006, + "FN": 30097, + "FP": 5599, + "IoU": 0.19084211719369829, + "TN": 101352493, + "TP": 8419, + "n_pred": 14018, + "n_ref": 38516 + }, + "6": { + "Dice": 0.5394612993154996, + "FN": 299980, + "FP": 2313281, + "IoU": 0.369357757560737, + "TN": 97252799, + "TP": 1530548, + "n_pred": 3843829, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.2541211114940008, + "FN": 339342, + "FP": 374934, + "IoU": 0.14555483382438966, + "TN": 100560655, + "TP": 121677, + "n_pred": 496611, + "n_ref": 461019 + }, + "8": { + "Dice": 0.7394173454927033, + "FN": 50666, + "FP": 93862, + "IoU": 0.5865679198812292, + "TN": 101047027, + "TP": 205053, + "n_pred": 298915, + "n_ref": 255719 + }, + "9": { + "Dice": 0.42188104760676043, + "FN": 60459, + "FP": 11237, + "IoU": 0.26733158927403533, + "TN": 101298752, + "TP": 26160, + "n_pred": 37397, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6763544899702126, + "FN": 87116, + "FP": 37182, + "IoU": 0.5109785700515782, + "TN": 73629327, + "TP": 129879, + "n_pred": 167061, + "n_ref": 216995 + }, + "10": { + "Dice": 0.09651839749637572, + "FN": 65355, + "FP": 130958, + "IoU": 0.050706241326118597, + "TN": 73676705, + "TP": 10486, + "n_pred": 141444, + "n_ref": 75841 + }, + "11": { + "Dice": 0.5486209335219236, + "FN": 3156, + "FP": 1950, + "IoU": 0.3779997563649653, + "TN": 73875295, + "TP": 3103, + "n_pred": 5053, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0, + "FN": 5541, + "FP": 21, + "IoU": 0.0, + "TN": 73877942, + "TP": 0, + "n_pred": 21, + "n_ref": 5541 + }, + "13": { + "Dice": 0.05979024599500022, + "FN": 57197, + "FP": 69925, + "IoU": 0.03081638254399073, + "TN": 73752340, + "TP": 4042, + "n_pred": 73967, + "n_ref": 61239 + }, + "14": { + "Dice": 0.637083073731952, + "FN": 18828, + "FP": 74953, + "IoU": 0.4674408699849513, + "TN": 73707409, + "TP": 82314, + "n_pred": 157267, + "n_ref": 101142 + }, + "15": { + "Dice": 0.34784228989963056, + "FN": 173639, + "FP": 8358, + "IoU": 0.21053818759136436, + "TN": 73652971, + "TP": 48536, + "n_pred": 56894, + "n_ref": 222175 + }, + "2": { + "Dice": 0.0686920678760488, + "FN": 174635, + "FP": 270465, + "IoU": 0.035567641355102216, + "TN": 73421989, + "TP": 16415, + "n_pred": 286880, + "n_ref": 191050 + }, + "3": { + "Dice": 0.31611145917440875, + "FN": 140355, + "FP": 63770, + "IoU": 0.18772706833637748, + "TN": 73632203, + "TP": 47176, + "n_pred": 110946, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 10361, + "IoU": 0.0, + "TN": 73825255, + "TP": 0, + "n_pred": 10361, + "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": 0.4536974337396802, + "FN": 421956, + "FP": 2659061, + "IoU": 0.29340792910725877, + "TN": 69523114, + "TP": 1279373, + "n_pred": 3938434, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.1997699950315212, + "FN": 108066, + "FP": 408941, + "IoU": 0.11096915087526224, + "TN": 73301964, + "TP": 64533, + "n_pred": 473474, + "n_ref": 172599 + }, + "8": { + "Dice": 0.5491158330430507, + "FN": 25850, + "FP": 62168, + "IoU": 0.378469794866363, + "TN": 73741889, + "TP": 53597, + "n_pred": 115765, + "n_ref": 79447 + }, + "9": { + "Dice": 0.4527793883412973, + "FN": 56211, + "FP": 25900, + "IoU": 0.2926404838001051, + "TN": 73767423, + "TP": 33970, + "n_pred": 59870, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7531190157133822, + "FN": 17052, + "FP": 94594, + "IoU": 0.6040023267691959, + "TN": 69213840, + "TP": 170290, + "n_pred": 264884, + "n_ref": 187342 + }, + "10": { + "Dice": 0.29600312302933846, + "FN": 42830, + "FP": 74389, + "IoU": 0.17371107132283486, + "TN": 69353914, + "TP": 24643, + "n_pred": 99032, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7698137038206505, + "FN": 1023, + "FP": 435, + "IoU": 0.6257700205338809, + "TN": 69491880, + "TP": 2438, + "n_pred": 2873, + "n_ref": 3461 + }, + "12": { + "Dice": 0.0, + "FN": 3152, + "FP": 91, + "IoU": 0.0, + "TN": 69492533, + "TP": 0, + "n_pred": 91, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6132147541692492, + "FN": 35275, + "FP": 18393, + "IoU": 0.4421843656130796, + "TN": 69399565, + "TP": 42543, + "n_pred": 60936, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7895824499883494, + "FN": 47683, + "FP": 7402, + "IoU": 0.6523223741928968, + "TN": 69337339, + "TP": 103352, + "n_pred": 110754, + "n_ref": 151035 + }, + "15": { + "Dice": 0.6580359962109251, + "FN": 46064, + "FP": 3754, + "IoU": 0.4903529411764706, + "TN": 69398026, + "TP": 47932, + "n_pred": 51686, + "n_ref": 93996 + }, + "2": { + "Dice": 0.5126983326004368, + "FN": 79029, + "FP": 56167, + "IoU": 0.3447171100781807, + "TN": 69289459, + "TP": 71121, + "n_pred": 127288, + "n_ref": 150150 + }, + "3": { + "Dice": 0.39182245841411006, + "FN": 114765, + "FP": 64679, + "IoU": 0.24364378203398976, + "TN": 69258528, + "TP": 57804, + "n_pred": 122483, + "n_ref": 172569 + }, + "4": { + "Dice": 0.048858423955058496, + "FN": 36171, + "FP": 739, + "IoU": 0.025040942469227112, + "TN": 69457918, + "TP": 948, + "n_pred": 1687, + "n_ref": 37119 + }, + "5": { + "Dice": 0.5850402063419815, + "FN": 9453, + "FP": 4222, + "IoU": 0.4134677246407892, + "TN": 69472461, + "TP": 9640, + "n_pred": 13862, + "n_ref": 19093 + }, + "6": { + "Dice": 0.688098659342637, + "FN": 233825, + "FP": 868415, + "IoU": 0.5245048831170848, + "TN": 67177687, + "TP": 1215849, + "n_pred": 2084264, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.5847737739046674, + "FN": 87154, + "FP": 233563, + "IoU": 0.4132016232613795, + "TN": 68949222, + "TP": 225837, + "n_pred": 459400, + "n_ref": 312991 + }, + "8": { + "Dice": 0.5348558182812462, + "FN": 23155, + "FP": 90823, + "IoU": 0.36505336809501526, + "TN": 69316268, + "TP": 65530, + "n_pred": 156353, + "n_ref": 88685 + }, + "9": { + "Dice": 0.48590514590309575, + "FN": 51928, + "FP": 8254, + "IoU": 0.32092120555611975, + "TN": 69407153, + "TP": 28441, + "n_pred": 36695, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7376763795172824, + "FN": 19565, + "FP": 110478, + "IoU": 0.5843797640696861, + "TN": 50520663, + "TP": 182846, + "n_pred": 293324, + "n_ref": 202411 + }, + "10": { + "Dice": 0.3514183802658126, + "FN": 45446, + "FP": 66745, + "IoU": 0.2131640775677666, + "TN": 50690967, + "TP": 30394, + "n_pred": 97139, + "n_ref": 75840 + }, + "11": { + "Dice": 0.5009857612267251, + "FN": 4442, + "FP": 114, + "IoU": 0.33421014175069413, + "TN": 50826709, + "TP": 2287, + "n_pred": 2401, + "n_ref": 6729 + }, + "12": { + "Dice": 0.0, + "FN": 6299, + "FP": 772, + "IoU": 0.0, + "TN": 50826481, + "TP": 0, + "n_pred": 772, + "n_ref": 6299 + }, + "13": { + "Dice": 0.34466384155321134, + "FN": 25327, + "FP": 61893, + "IoU": 0.2082138058753041, + "TN": 50723396, + "TP": 22936, + "n_pred": 84829, + "n_ref": 48263 + }, + "14": { + "Dice": 0.20911036380311832, + "FN": 41161, + "FP": 31275, + "IoU": 0.11676340047797883, + "TN": 50751540, + "TP": 9576, + "n_pred": 40851, + "n_ref": 50737 + }, + "15": { + "Dice": 0.008812501710501108, + "FN": 34434, + "FP": 38000, + "IoU": 0.004425751828027929, + "TN": 50760796, + "TP": 322, + "n_pred": 38322, + "n_ref": 34756 + }, + "2": { + "Dice": 0.654782835343459, + "FN": 73901, + "FP": 71791, + "IoU": 0.48674879606568006, + "TN": 50549691, + "TP": 138169, + "n_pred": 209960, + "n_ref": 212070 + }, + "3": { + "Dice": 0.5682916381316694, + "FN": 98993, + "FP": 59232, + "IoU": 0.3969325410588984, + "TN": 50571185, + "TP": 104142, + "n_pred": 163374, + "n_ref": 203135 + }, + "4": { + "Dice": 0.0, + "FN": 17965, + "FP": 358, + "IoU": 0.0, + "TN": 50815229, + "TP": 0, + "n_pred": 358, + "n_ref": 17965 + }, + "5": { + "Dice": 0.7777622702954176, + "FN": 4485, + "FP": 292, + "IoU": 0.6363428745432399, + "TN": 50820416, + "TP": 8359, + "n_pred": 8651, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8419644997673631, + "FN": 270038, + "FP": 453101, + "IoU": 0.727062771044775, + "TN": 48184082, + "TP": 1926331, + "n_pred": 2379432, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.4435137103022925, + "FN": 57504, + "FP": 371257, + "IoU": 0.28494546546145894, + "TN": 50233932, + "TP": 170859, + "n_pred": 542116, + "n_ref": 228363 + }, + "8": { + "Dice": 0.5891682954396438, + "FN": 8574, + "FP": 123008, + "IoU": 0.4176035267248553, + "TN": 50607620, + "TP": 94350, + "n_pred": 217358, + "n_ref": 102924 + }, + "9": { + "Dice": 0.24094032655937977, + "FN": 98709, + "FP": 4681, + "IoU": 0.13697109324785683, + "TN": 50713753, + "TP": 16409, + "n_pred": 21090, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7399608063261347, + "FN": 24101, + "FP": 107930, + "IoU": 0.587252214090777, + "TN": 76564977, + "TP": 187852, + "n_pred": 295782, + "n_ref": 211953 + }, + "10": { + "Dice": 0.45672500867851423, + "FN": 24173, + "FP": 72857, + "IoU": 0.2959453183955419, + "TN": 76747044, + "TP": 40786, + "n_pred": 113643, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7270564915758176, + "FN": 1040, + "FP": 337, + "IoU": 0.5711616318903768, + "TN": 76881649, + "TP": 1834, + "n_pred": 2171, + "n_ref": 2874 + }, + "12": { + "Dice": 0.43553138454566054, + "FN": 1648, + "FP": 843, + "IoU": 0.2783893395133256, + "TN": 76881408, + "TP": 961, + "n_pred": 1804, + "n_ref": 2609 + }, + "13": { + "Dice": 0.28633118886049175, + "FN": 29787, + "FP": 34997, + "IoU": 0.1670866546670095, + "TN": 76807080, + "TP": 12996, + "n_pred": 47993, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8483315938571642, + "FN": 10387, + "FP": 15044, + "IoU": 0.7366109804977578, + "TN": 76788307, + "TP": 71122, + "n_pred": 86166, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6613203750354018, + "FN": 17832, + "FP": 4889, + "IoU": 0.49400944236593625, + "TN": 76839956, + "TP": 22183, + "n_pred": 27072, + "n_ref": 40015 + }, + "2": { + "Dice": 0.5397168585327706, + "FN": 33502, + "FP": 86567, + "IoU": 0.36959740423387094, + "TN": 76694396, + "TP": 70395, + "n_pred": 156962, + "n_ref": 103897 + }, + "3": { + "Dice": 0.33830395957444176, + "FN": 70095, + "FP": 36757, + "IoU": 0.203589556299239, + "TN": 76750693, + "TP": 27315, + "n_pred": 64072, + "n_ref": 97410 + }, + "4": { + "Dice": 0.557154192012695, + "FN": 14349, + "FP": 2395, + "IoU": 0.3861495032444917, + "TN": 76857583, + "TP": 10533, + "n_pred": 12928, + "n_ref": 24882 + }, + "5": { + "Dice": 0.6932746196957567, + "FN": 7096, + "FP": 566, + "IoU": 0.5305434716010048, + "TN": 76868539, + "TP": 8659, + "n_pred": 9225, + "n_ref": 15755 + }, + "6": { + "Dice": 0.4098093957051238, + "FN": 92579, + "FP": 2898530, + "IoU": 0.25771086472168026, + "TN": 72855286, + "TP": 1038465, + "n_pred": 3936995, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.3306278684824317, + "FN": 55691, + "FP": 371347, + "IoU": 0.19805522222410016, + "TN": 76352357, + "TP": 105465, + "n_pred": 476812, + "n_ref": 161156 + }, + "8": { + "Dice": 0.6094679281604244, + "FN": 4804, + "FP": 88111, + "IoU": 0.4382983611116149, + "TN": 76719443, + "TP": 72502, + "n_pred": 160613, + "n_ref": 77306 + }, + "9": { + "Dice": 0.5561958318528016, + "FN": 55765, + "FP": 1689, + "IoU": 0.38522941277178563, + "TN": 76791404, + "TP": 36002, + "n_pred": 37691, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.293362900390649, + "FN": 64909, + "FP": 222522, + "IoU": 0.17189530243881357, + "TN": 130652837, + "TP": 59664, + "n_pred": 282186, + "n_ref": 124573 + }, + "10": { + "Dice": 0.3783360189643097, + "FN": 18940, + "FP": 107987, + "IoU": 0.233301117487164, + "TN": 130834382, + "TP": 38623, + "n_pred": 146610, + "n_ref": 57563 + }, + "11": { + "Dice": 0.6856878826383274, + "FN": 2600, + "FP": 121, + "IoU": 0.52170856037968, + "TN": 130994243, + "TP": 2968, + "n_pred": 3089, + "n_ref": 5568 + }, + "12": { + "Dice": 0.07243816254416961, + "FN": 7015, + "FP": 335, + "IoU": 0.03758020164986251, + "TN": 130992295, + "TP": 287, + "n_pred": 622, + "n_ref": 7302 + }, + "13": { + "Dice": 0.31883343786399065, + "FN": 57066, + "FP": 34164, + "IoU": 0.18965011858128814, + "TN": 130887351, + "TP": 21351, + "n_pred": 55515, + "n_ref": 78417 + }, + "14": { + "Dice": 0.32046094156165006, + "FN": 759664, + "FP": 31119, + "IoU": 0.1908029110437107, + "TN": 130022688, + "TP": 186461, + "n_pred": 217580, + "n_ref": 946125 + }, + "15": { + "Dice": 9.703085581214826e-05, + "FN": 25307, + "FP": 36523, + "IoU": 4.8517781767017614e-05, + "TN": 130938099, + "TP": 3, + "n_pred": 36526, + "n_ref": 25310 + }, + "2": { + "Dice": 0.5362565801891739, + "FN": 116578, + "FP": 60316, + "IoU": 0.3663596863571073, + "TN": 130720761, + "TP": 102277, + "n_pred": 162593, + "n_ref": 218855 + }, + "3": { + "Dice": 0.5094634709416249, + "FN": 156812, + "FP": 86267, + "IoU": 0.3417987154353548, + "TN": 130630624, + "TP": 126229, + "n_pred": 212496, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 20288, + "IoU": 0.0, + "TN": 130977364, + "TP": 0, + "n_pred": 20288, + "n_ref": 2280 + }, + "5": { + "Dice": 0.14361559909858293, + "FN": 21839, + "FP": 582, + "IoU": 0.07736307147853998, + "TN": 130975631, + "TP": 1880, + "n_pred": 2462, + "n_ref": 23719 + }, + "6": { + "Dice": 0.4743177484088096, + "FN": 124673, + "FP": 2864023, + "IoU": 0.31088894683943924, + "TN": 126662901, + "TP": 1348335, + "n_pred": 4212358, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.12177272849854495, + "FN": 129562, + "FP": 945101, + "IoU": 0.06483386241176226, + "TN": 129850764, + "TP": 74505, + "n_pred": 1019606, + "n_ref": 204067 + }, + "8": { + "Dice": 0.8638704073872444, + "FN": 22086, + "FP": 10671, + "IoU": 0.7603625616340146, + "TN": 130863238, + "TP": 103937, + "n_pred": 114608, + "n_ref": 126023 + }, + "9": { + "Dice": 0.6744135019615759, + "FN": 18798, + "FP": 18299, + "IoU": 0.5087661219841627, + "TN": 130924414, + "TP": 38421, + "n_pred": 56720, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48067826776680433, + "FN": 7724, + "FP": 99652, + "IoU": 0.3163768789512889, + "TN": 74269629, + "TP": 49693, + "n_pred": 149345, + "n_ref": 57417 + }, + "10": { + "Dice": 0.5722839600142081, + "FN": 39302, + "FP": 19701, + "IoU": 0.400838783053739, + "TN": 74328222, + "TP": 39473, + "n_pred": 59174, + "n_ref": 78775 + }, + "11": { + "Dice": 0.748868778280543, + "FN": 733, + "FP": 377, + "IoU": 0.5985533453887885, + "TN": 74423933, + "TP": 1655, + "n_pred": 2032, + "n_ref": 2388 + }, + "12": { + "Dice": 0.22083766008999653, + "FN": 2138, + "FP": 113, + "IoU": 0.12412451361867705, + "TN": 74424128, + "TP": 319, + "n_pred": 432, + "n_ref": 2457 + }, + "13": { + "Dice": 0.32107777063503584, + "FN": 80102, + "FP": 18117, + "IoU": 0.19124040710121537, + "TN": 74305254, + "TP": 23225, + "n_pred": 41342, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8641954698036597, + "FN": 25953, + "FP": 19601, + "IoU": 0.7608663698975306, + "TN": 74236202, + "TP": 144942, + "n_pred": 164543, + "n_ref": 170895 + }, + "15": { + "Dice": 0.7356678186623298, + "FN": 7743, + "FP": 2659, + "IoU": 0.58186276480283, + "TN": 74401821, + "TP": 14475, + "n_pred": 17134, + "n_ref": 22218 + }, + "2": { + "Dice": 0.5210256515514596, + "FN": 17215, + "FP": 169471, + "IoU": 0.3522884978350172, + "TN": 74138474, + "TP": 101538, + "n_pred": 271009, + "n_ref": 118753 + }, + "3": { + "Dice": 0.02597687157638466, + "FN": 129059, + "FP": 30973, + "IoU": 0.013159355228592923, + "TN": 74264532, + "TP": 2134, + "n_pred": 33107, + "n_ref": 131193 + }, + "4": { + "Dice": 0.05877195313122725, + "FN": 29354, + "FP": 6071, + "IoU": 0.030275656291916454, + "TN": 74390167, + "TP": 1106, + "n_pred": 7177, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3405451546699267, + "FN": 29045, + "FP": 3295987, + "IoU": 0.20521507748660114, + "TN": 70243136, + "TP": 858530, + "n_pred": 4154517, + "n_ref": 887575 + }, + "7": { + "Dice": 0.26003541112157175, + "FN": 49836, + "FP": 523143, + "IoU": 0.1494486800384766, + "TN": 73753042, + "TP": 100677, + "n_pred": 623820, + "n_ref": 150513 + }, + "8": { + "Dice": 0.34875828602239206, + "FN": 10244, + "FP": 112954, + "IoU": 0.21120971149782952, + "TN": 74270512, + "TP": 32988, + "n_pred": 145942, + "n_ref": 43232 + }, + "9": { + "Dice": 0.739875946336686, + "FN": 9975, + "FP": 6758, + "IoU": 0.587145324451024, + "TN": 74386168, + "TP": 23797, + "n_pred": 30555, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7052182279457969, + "FN": 5168, + "FP": 107887, + "IoU": 0.5446618443098338, + "TN": 106398400, + "TP": 135233, + "n_pred": 243120, + "n_ref": 140401 + }, + "10": { + "Dice": 0.6126484331461397, + "FN": 42178, + "FP": 30108, + "IoU": 0.44159566167893644, + "TN": 106517237, + "TP": 57165, + "n_pred": 87273, + "n_ref": 99343 + }, + "11": { + "Dice": 0.47377830750893923, + "FN": 3061, + "FP": 471, + "IoU": 0.3104256149941429, + "TN": 106641566, + "TP": 1590, + "n_pred": 2061, + "n_ref": 4651 + }, + "12": { + "Dice": 0.3254609172634466, + "FN": 4402, + "FP": 25, + "IoU": 0.1943585077343039, + "TN": 106641193, + "TP": 1068, + "n_pred": 1093, + "n_ref": 5470 + }, + "13": { + "Dice": 0.30571954916665456, + "FN": 30405, + "FP": 17458, + "IoU": 0.18044211571719662, + "TN": 106588287, + "TP": 10538, + "n_pred": 27996, + "n_ref": 40943 + }, + "14": { + "Dice": 0.7832150016425645, + "FN": 11844, + "FP": 20491, + "IoU": 0.64367575430322, + "TN": 106555942, + "TP": 58411, + "n_pred": 78902, + "n_ref": 70255 + }, + "15": { + "Dice": 0.4885699096225412, + "FN": 5424, + "FP": 38828, + "IoU": 0.32325008793527965, + "TN": 106581299, + "TP": 21137, + "n_pred": 59965, + "n_ref": 26561 + }, + "2": { + "Dice": 0.046660173079084405, + "FN": 181691, + "FP": 21889, + "IoU": 0.023887381210383484, + "TN": 106438126, + "TP": 4982, + "n_pred": 26871, + "n_ref": 186673 + }, + "3": { + "Dice": 0.5906863559350187, + "FN": 8250, + "FP": 188882, + "IoU": 0.4191305167750034, + "TN": 106307314, + "TP": 142242, + "n_pred": 331124, + "n_ref": 150492 + }, + "4": { + "Dice": 0.7320114587429085, + "FN": 3567, + "FP": 1204, + "IoU": 0.5773013201027731, + "TN": 106635401, + "TP": 6516, + "n_pred": 7720, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7488190039141585, + "FN": 1668, + "FP": 193, + "IoU": 0.5984897518878102, + "TN": 106642053, + "TP": 2774, + "n_pred": 2967, + "n_ref": 4442 + }, + "6": { + "Dice": 0.6286985508436748, + "FN": 101476, + "FP": 1281825, + "IoU": 0.4584685236280273, + "TN": 104092264, + "TP": 1171123, + "n_pred": 2452948, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.3045192987928854, + "FN": 172840, + "FP": 576272, + "IoU": 0.17960646710757594, + "TN": 105733575, + "TP": 164001, + "n_pred": 740273, + "n_ref": 336841 + }, + "8": { + "Dice": 0.7008465406403157, + "FN": 4965, + "FP": 51435, + "IoU": 0.5394640145019842, + "TN": 106524222, + "TP": 66066, + "n_pred": 117501, + "n_ref": 71031 + }, + "9": { + "Dice": 0.37269721303731695, + "FN": 64570, + "FP": 4486, + "IoU": 0.2290275761973875, + "TN": 106557118, + "TP": 20514, + "n_pred": 25000, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7474650261340253, + "FN": 14169, + "FP": 80819, + "IoU": 0.5967618004525329, + "TN": 107891365, + "TP": 140575, + "n_pred": 221394, + "n_ref": 154744 + }, + "10": { + "Dice": 0.6418109788562714, + "FN": 10020, + "FP": 69364, + "IoU": 0.472549084748015, + "TN": 107976423, + "TP": 71121, + "n_pred": 140485, + "n_ref": 81141 + }, + "11": { + "Dice": 0.6183699870633894, + "FN": 1603, + "FP": 167, + "IoU": 0.44756554307116103, + "TN": 108123724, + "TP": 1434, + "n_pred": 1601, + "n_ref": 3037 + }, + "12": { + "Dice": 0.5015767019105918, + "FN": 2622, + "FP": 65, + "IoU": 0.33473632087150285, + "TN": 108122889, + "TP": 1352, + "n_pred": 1417, + "n_ref": 3974 + }, + "13": { + "Dice": 0.5386919916162417, + "FN": 31930, + "FP": 45984, + "IoU": 0.36863685720305334, + "TN": 108003522, + "TP": 45492, + "n_pred": 91476, + "n_ref": 77422 + }, + "14": { + "Dice": 0.6543683218101822, + "FN": 8660, + "FP": 24334, + "IoU": 0.48629081227521137, + "TN": 108062701, + "TP": 31233, + "n_pred": 55567, + "n_ref": 39893 + }, + "15": { + "Dice": 0.5199835629165104, + "FN": 12679, + "FP": 14188, + "IoU": 0.3513363432241242, + "TN": 108085509, + "TP": 14552, + "n_pred": 28740, + "n_ref": 27231 + }, + "2": { + "Dice": 0.5631151689373849, + "FN": 51317, + "FP": 164491, + "IoU": 0.3919000025360042, + "TN": 107772039, + "TP": 139081, + "n_pred": 303572, + "n_ref": 190398 + }, + "3": { + "Dice": 0.6968660364512996, + "FN": 75359, + "FP": 33283, + "IoU": 0.5347616253923664, + "TN": 107893409, + "TP": 124877, + "n_pred": 158160, + "n_ref": 200236 + }, + "4": { + "Dice": 0.01727812014052871, + "FN": 33009, + "FP": 1117, + "IoU": 0.008714343809911113, + "TN": 108092502, + "TP": 300, + "n_pred": 1417, + "n_ref": 33309 + }, + "5": { + "Dice": 0.7394447657605553, + "FN": 1320, + "FP": 482, + "IoU": 0.5866024317504015, + "TN": 108122569, + "TP": 2557, + "n_pred": 3039, + "n_ref": 3877 + }, + "6": { + "Dice": 0.4745938787707005, + "FN": 44432, + "FP": 3132744, + "IoU": 0.31112624511315917, + "TN": 103514797, + "TP": 1434955, + "n_pred": 4567699, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.3083205044038824, + "FN": 95061, + "FP": 628756, + "IoU": 0.18225704408342183, + "TN": 107241788, + "TP": 161323, + "n_pred": 790079, + "n_ref": 256384 + }, + "8": { + "Dice": 0.6402263639127282, + "FN": 2104, + "FP": 44051, + "IoU": 0.47083304670839926, + "TN": 108039706, + "TP": 41067, + "n_pred": 85118, + "n_ref": 43171 + }, + "9": { + "Dice": 0.7035464184267514, + "FN": 24214, + "FP": 7409, + "IoU": 0.542669963989761, + "TN": 108057781, + "TP": 37524, + "n_pred": 44933, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6621157356046237, + "FN": 13484, + "FP": 99814, + "IoU": 0.49489761799676335, + "TN": 62345853, + "TP": 111009, + "n_pred": 210823, + "n_ref": 124493 + }, + "10": { + "Dice": 0.510497475018803, + "FN": 23512, + "FP": 44825, + "IoU": 0.34273018437833624, + "TN": 62466189, + "TP": 35634, + "n_pred": 80459, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6708428246013668, + "FN": 874, + "FP": 282, + "IoU": 0.50471293916024, + "TN": 62567826, + "TP": 1178, + "n_pred": 1460, + "n_ref": 2052 + }, + "12": { + "Dice": 0.5940116361572301, + "FN": 2174, + "FP": 687, + "IoU": 0.42248687928946305, + "TN": 62565206, + "TP": 2093, + "n_pred": 2780, + "n_ref": 4267 + }, + "13": { + "Dice": 0.5225902691215236, + "FN": 16135, + "FP": 30591, + "IoU": 0.35372060857538035, + "TN": 62497860, + "TP": 25574, + "n_pred": 56165, + "n_ref": 41709 + }, + "14": { + "Dice": 0.8009617836223243, + "FN": 117258, + "FP": 619, + "IoU": 0.6680035487459689, + "TN": 62215105, + "TP": 237178, + "n_pred": 237797, + "n_ref": 354436 + }, + "15": { + "Dice": 0.30340512804143294, + "FN": 72329, + "FP": 14962, + "IoU": 0.17883180779108382, + "TN": 62463859, + "TP": 19010, + "n_pred": 33972, + "n_ref": 91339 + }, + "2": { + "Dice": 0.700994771075118, + "FN": 68075, + "FP": 16327, + "IoU": 0.5396396838643169, + "TN": 62386821, + "TP": 98937, + "n_pred": 115264, + "n_ref": 167012 + }, + "3": { + "Dice": 0.6446052285762874, + "FN": 75083, + "FP": 62845, + "IoU": 0.4755848570222765, + "TN": 62307147, + "TP": 125085, + "n_pred": 187930, + "n_ref": 200168 + }, + "4": { + "Dice": 0.7618704517616542, + "FN": 7619, + "FP": 2296, + "IoU": 0.6153398510242085, + "TN": 62544384, + "TP": 15861, + "n_pred": 18157, + "n_ref": 23480 + }, + "5": { + "Dice": 0.0063406901597366176, + "FN": 8149, + "FP": 0, + "IoU": 0.003180428134556575, + "TN": 62561985, + "TP": 26, + "n_pred": 26, + "n_ref": 8175 + }, + "6": { + "Dice": 0.6226492156017693, + "FN": 104548, + "FP": 1535397, + "IoU": 0.45206291865133463, + "TN": 59577216, + "TP": 1352999, + "n_pred": 2888396, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.5323955062242841, + "FN": 45323, + "FP": 204245, + "IoU": 0.36276497413454123, + "TN": 62178518, + "TP": 142074, + "n_pred": 346319, + "n_ref": 187397 + }, + "8": { + "Dice": 0.6289298016391496, + "FN": 3937, + "FP": 74164, + "IoU": 0.4587145154136172, + "TN": 62425872, + "TP": 66187, + "n_pred": 140351, + "n_ref": 70124 + }, + "9": { + "Dice": 0.6384816812515387, + "FN": 21068, + "FP": 11238, + "IoU": 0.46894828549824114, + "TN": 62509326, + "TP": 28528, + "n_pred": 39766, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7045300339253642, + "FN": 77710, + "FP": 92559, + "IoU": 0.5438412717973997, + "TN": 55007981, + "TP": 202998, + "n_pred": 295557, + "n_ref": 280708 + }, + "10": { + "Dice": 0.7074741745999595, + "FN": 6713, + "FP": 51055, + "IoU": 0.5473578637246913, + "TN": 55253624, + "TP": 69856, + "n_pred": 120911, + "n_ref": 76569 + }, + "11": { + "Dice": 0.4612450147390324, + "FN": 2997, + "FP": 110, + "IoU": 0.29975208474194276, + "TN": 55376811, + "TP": 1330, + "n_pred": 1440, + "n_ref": 4327 + }, + "12": { + "Dice": 0.15657254138266796, + "FN": 4326, + "FP": 5, + "IoU": 0.08493555884217198, + "TN": 55376515, + "TP": 402, + "n_pred": 407, + "n_ref": 4728 + }, + "13": { + "Dice": 0.4409085141479508, + "FN": 28810, + "FP": 37283, + "IoU": 0.28279835926818153, + "TN": 55289094, + "TP": 26061, + "n_pred": 63344, + "n_ref": 54871 + }, + "14": { + "Dice": 0.7011404497271618, + "FN": 20212, + "FP": 43703, + "IoU": 0.5398123681501055, + "TN": 55242359, + "TP": 74974, + "n_pred": 118677, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7711586068285987, + "FN": 24934, + "FP": 12412, + "IoU": 0.6275493412851173, + "TN": 55280977, + "TP": 62925, + "n_pred": 75337, + "n_ref": 87859 + }, + "2": { + "Dice": 0.5410326880973656, + "FN": 67608, + "FP": 149154, + "IoU": 0.3708326318783706, + "TN": 55036726, + "TP": 127760, + "n_pred": 276914, + "n_ref": 195368 + }, + "3": { + "Dice": 0.25274913287605183, + "FN": 151389, + "FP": 40783, + "IoU": 0.14465531975502066, + "TN": 55156576, + "TP": 32500, + "n_pred": 73283, + "n_ref": 183889 + }, + "4": { + "Dice": 0.7240740740740741, + "FN": 3108, + "FP": 170, + "IoU": 0.5674891146589259, + "TN": 55373669, + "TP": 4301, + "n_pred": 4471, + "n_ref": 7409 + }, + "5": { + "Dice": 0.2876629281600485, + "FN": 4691, + "FP": 9, + "IoU": 0.16799433528058064, + "TN": 55375599, + "TP": 949, + "n_pred": 958, + "n_ref": 5640 + }, + "6": { + "Dice": 0.8682815022044951, + "FN": 224443, + "FP": 162199, + "IoU": 0.7672239199905599, + "TN": 53720244, + "TP": 1274362, + "n_pred": 1436561, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.6190679019686274, + "FN": 32092, + "FP": 144091, + "IoU": 0.44829713412495614, + "TN": 55061904, + "TP": 143161, + "n_pred": 287252, + "n_ref": 175253 + }, + "8": { + "Dice": 0.7981810388206572, + "FN": 4224, + "FP": 17434, + "IoU": 0.6641441553205347, + "TN": 55316762, + "TP": 42828, + "n_pred": 60262, + "n_ref": 47052 + }, + "9": { + "Dice": 0.7660261719397051, + "FN": 13920, + "FP": 8680, + "IoU": 0.6207799181153097, + "TN": 55321652, + "TP": 36996, + "n_pred": 45676, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7915848602619892, + "FN": 23245, + "FP": 116558, + "IoU": 0.6550603631411039, + "TN": 110741318, + "TP": 265494, + "n_pred": 382052, + "n_ref": 288739 + }, + "10": { + "Dice": 0.5035865507069696, + "FN": 36009, + "FP": 55203, + "IoU": 0.33652901939960866, + "TN": 111009138, + "TP": 46265, + "n_pred": 101468, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7262916498043976, + "FN": 942, + "FP": 1087, + "IoU": 0.5702181741156535, + "TN": 111141894, + "TP": 2692, + "n_pred": 3779, + "n_ref": 3634 + }, + "12": { + "Dice": 0.7257787120198739, + "FN": 1205, + "FP": 230, + "IoU": 0.5695860827834434, + "TN": 111143281, + "TP": 1899, + "n_pred": 2129, + "n_ref": 3104 + }, + "13": { + "Dice": 0.473770839581855, + "FN": 30212, + "FP": 41723, + "IoU": 0.31041920300622144, + "TN": 111042298, + "TP": 32382, + "n_pred": 74105, + "n_ref": 62594 + }, + "14": { + "Dice": 0.47935208569189236, + "FN": 27355, + "FP": 2538, + "IoU": 0.31522884500847576, + "TN": 111102961, + "TP": 13761, + "n_pred": 16299, + "n_ref": 41116 + }, + "15": { + "Dice": 0.6926852589641435, + "FN": 3631, + "FP": 15653, + "IoU": 0.5298534753882537, + "TN": 111105598, + "TP": 21733, + "n_pred": 37386, + "n_ref": 25364 + }, + "2": { + "Dice": 0.5157200490908547, + "FN": 78357, + "FP": 67250, + "IoU": 0.3474547027162685, + "TN": 110923478, + "TP": 77530, + "n_pred": 144780, + "n_ref": 155887 + }, + "3": { + "Dice": 0.7443288411994584, + "FN": 60666, + "FP": 65667, + "IoU": 0.592773701922457, + "TN": 110836387, + "TP": 183895, + "n_pred": 249562, + "n_ref": 244561 + }, + "4": { + "Dice": 0.500650759219089, + "FN": 12491, + "FP": 170, + "IoU": 0.33391203703703703, + "TN": 111127607, + "TP": 6347, + "n_pred": 6517, + "n_ref": 18838 + }, + "5": { + "Dice": 0.7079538554948391, + "FN": 1852, + "FP": 553, + "IoU": 0.5479323308270677, + "TN": 111141295, + "TP": 2915, + "n_pred": 3468, + "n_ref": 4767 + }, + "6": { + "Dice": 0.7056836662745337, + "FN": 85940, + "FP": 1180492, + "IoU": 0.5452173073048882, + "TN": 108361918, + "TP": 1518265, + "n_pred": 2698757, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.17839438198542745, + "FN": 311064, + "FP": 311939, + "IoU": 0.09793249440011352, + "TN": 110455976, + "TP": 67636, + "n_pred": 379575, + "n_ref": 378700 + }, + "8": { + "Dice": 0.5925822459677262, + "FN": 4185, + "FP": 100820, + "IoU": 0.4210421847173442, + "TN": 110965246, + "TP": 76364, + "n_pred": 177184, + "n_ref": 80549 + }, + "9": { + "Dice": 0.5765200910683848, + "FN": 31671, + "FP": 3856, + "IoU": 0.4050075364260593, + "TN": 111086905, + "TP": 24183, + "n_pred": 28039, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9127598829564166, + "FN": 9569, + "FP": 27252, + "IoU": 0.8395200550899352, + "TN": 96891582, + "TP": 192622, + "n_pred": 219874, + "n_ref": 202191 + }, + "10": { + "Dice": 0.5846738676927357, + "FN": 23953, + "FP": 47719, + "IoU": 0.4131018670160498, + "TN": 96998905, + "TP": 50448, + "n_pred": 98167, + "n_ref": 74401 + }, + "11": { + "Dice": 0.6819145713420176, + "FN": 1661, + "FP": 439, + "IoU": 0.5173523327970582, + "TN": 97116674, + "TP": 2251, + "n_pred": 2690, + "n_ref": 3912 + }, + "12": { + "Dice": 0.45598516193465544, + "FN": 3685, + "FP": 128, + "IoU": 0.29532433930881535, + "TN": 97115614, + "TP": 1598, + "n_pred": 1726, + "n_ref": 5283 + }, + "13": { + "Dice": 0.6378704069537732, + "FN": 19082, + "FP": 17580, + "IoU": 0.468289074850256, + "TN": 97052074, + "TP": 32289, + "n_pred": 49869, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8854106598566603, + "FN": 25827, + "FP": 1993, + "IoU": 0.7943828529194383, + "TN": 96985725, + "TP": 107480, + "n_pred": 109473, + "n_ref": 133307 + }, + "15": { + "Dice": 0.6588176885705167, + "FN": 31343, + "FP": 7141, + "IoU": 0.4912215758857747, + "TN": 97045385, + "TP": 37156, + "n_pred": 44297, + "n_ref": 68499 + }, + "2": { + "Dice": 0.6113623227824432, + "FN": 86475, + "FP": 16404, + "IoU": 0.44026050337870926, + "TN": 96937227, + "TP": 80919, + "n_pred": 97323, + "n_ref": 167394 + }, + "3": { + "Dice": 0.7620830177340703, + "FN": 37231, + "FP": 76790, + "IoU": 0.6156172252675014, + "TN": 96824391, + "TP": 182613, + "n_pred": 259403, + "n_ref": 219844 + }, + "4": { + "Dice": 0.5560447003047748, + "FN": 9844, + "FP": 1955, + "IoU": 0.3850844277673546, + "TN": 97101837, + "TP": 7389, + "n_pred": 9344, + "n_ref": 17233 + }, + "5": { + "Dice": 0.2478401031592521, + "FN": 10536, + "FP": 1130, + "IoU": 0.14144833676773624, + "TN": 97107437, + "TP": 1922, + "n_pred": 3052, + "n_ref": 12458 + }, + "6": { + "Dice": 0.7151020481645448, + "FN": 78275, + "FP": 1124418, + "IoU": 0.5565438462587894, + "TN": 94408935, + "TP": 1509397, + "n_pred": 2633815, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.7006697609273842, + "FN": 91643, + "FP": 109248, + "IoU": 0.539254563510721, + "TN": 96685012, + "TP": 235122, + "n_pred": 344370, + "n_ref": 326765 + }, + "8": { + "Dice": 0.6165395902763467, + "FN": 13343, + "FP": 94585, + "IoU": 0.44565033154761596, + "TN": 96926332, + "TP": 86765, + "n_pred": 181350, + "n_ref": 100108 + }, + "9": { + "Dice": 0.6335902845961547, + "FN": 49951, + "FP": 2668, + "IoU": 0.46368982703617256, + "TN": 97022912, + "TP": 45494, + "n_pred": 48162, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8738718752836068, + "FN": 23814, + "FP": 26218, + "IoU": 0.7759968480528667, + "TN": 78833051, + "TP": 173322, + "n_pred": 199540, + "n_ref": 197136 + }, + "10": { + "Dice": 0.7203641257189768, + "FN": 23691, + "FP": 30128, + "IoU": 0.5629446158843593, + "TN": 78933265, + "TP": 69321, + "n_pred": 99449, + "n_ref": 93012 + }, + "11": { + "Dice": 0.5338645418326693, + "FN": 1870, + "FP": 119, + "IoU": 0.3641304347826087, + "TN": 79053277, + "TP": 1139, + "n_pred": 1258, + "n_ref": 3009 + }, + "12": { + "Dice": 0.1661656190215906, + "FN": 2700, + "FP": 351, + "IoU": 0.09061102831594635, + "TN": 79053050, + "TP": 304, + "n_pred": 655, + "n_ref": 3004 + }, + "13": { + "Dice": 0.5605782953461074, + "FN": 32284, + "FP": 19751, + "IoU": 0.3894468824067773, + "TN": 78971179, + "TP": 33191, + "n_pred": 52942, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5330139242401557, + "FN": 5838, + "FP": 50304, + "IoU": 0.36333945703204734, + "TN": 78968223, + "TP": 32040, + "n_pred": 82344, + "n_ref": 37878 + }, + "15": { + "Dice": 0.5212828627402628, + "FN": 19507, + "FP": 15436, + "IoU": 0.3525237177586718, + "TN": 79002437, + "TP": 19025, + "n_pred": 34461, + "n_ref": 38532 + }, + "2": { + "Dice": 0.5360123487216738, + "FN": 9440, + "FP": 169411, + "IoU": 0.36613174179006086, + "TN": 78774247, + "TP": 103307, + "n_pred": 272718, + "n_ref": 112747 + }, + "3": { + "Dice": 0.036218771888862945, + "FN": 118898, + "FP": 13194, + "IoU": 0.01844338430900471, + "TN": 78921831, + "TP": 2482, + "n_pred": 15676, + "n_ref": 121380 + }, + "4": { + "Dice": 0.7513677811550152, + "FN": 1684, + "FP": 2815, + "IoU": 0.6017526777020448, + "TN": 79045108, + "TP": 6798, + "n_pred": 9613, + "n_ref": 8482 + }, + "5": { + "Dice": 0.653411306042885, + "FN": 2444, + "FP": 223, + "IoU": 0.48523451071221774, + "TN": 79051224, + "TP": 2514, + "n_pred": 2737, + "n_ref": 4958 + }, + "6": { + "Dice": 0.44621248526015134, + "FN": 80886, + "FP": 2991464, + "IoU": 0.2871772884176257, + "TN": 74746287, + "TP": 1237768, + "n_pred": 4229232, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.4178297125885733, + "FN": 199211, + "FP": 566432, + "IoU": 0.26408643615231864, + "TN": 78016007, + "TP": 274755, + "n_pred": 841187, + "n_ref": 473966 + }, + "8": { + "Dice": 0.4427187827003721, + "FN": 3392, + "FP": 67439, + "IoU": 0.2842895539882384, + "TN": 78957439, + "TP": 28135, + "n_pred": 95574, + "n_ref": 31527 + }, + "9": { + "Dice": 0.8001840579944137, + "FN": 21730, + "FP": 3022, + "IoU": 0.6669223419859244, + "TN": 78982092, + "TP": 49561, + "n_pred": 52583, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6257516713138711, + "FN": 9900, + "FP": 257466, + "IoU": 0.4553410459026212, + "TN": 122221053, + "TP": 223521, + "n_pred": 480987, + "n_ref": 233421 + }, + "10": { + "Dice": 0.5136115046539615, + "FN": 42966, + "FP": 84746, + "IoU": 0.3455432454315319, + "TN": 122516798, + "TP": 67430, + "n_pred": 152176, + "n_ref": 110396 + }, + "11": { + "Dice": 0.570269892322752, + "FN": 2143, + "FP": 930, + "IoU": 0.39886541471048514, + "TN": 122706828, + "TP": 2039, + "n_pred": 2969, + "n_ref": 4182 + }, + "12": { + "Dice": 0.25156903765690375, + "FN": 5328, + "FP": 396, + "IoU": 0.14388274005384386, + "TN": 122705254, + "TP": 962, + "n_pred": 1358, + "n_ref": 6290 + }, + "13": { + "Dice": 0.22435906832207092, + "FN": 38494, + "FP": 67336, + "IoU": 0.12635385021793685, + "TN": 122590804, + "TP": 15306, + "n_pred": 82642, + "n_ref": 53800 + }, + "14": { + "Dice": 0.6570551193671837, + "FN": 29490, + "FP": 52147, + "IoU": 0.4892643985936112, + "TN": 122552098, + "TP": 78205, + "n_pred": 130352, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8101895686859123, + "FN": 10872, + "FP": 7972, + "IoU": 0.6809400450381808, + "TN": 122652879, + "TP": 40217, + "n_pred": 48189, + "n_ref": 51089 + }, + "2": { + "Dice": 0.27981131669071874, + "FN": 104464, + "FP": 62717, + "IoU": 0.1626631539933286, + "TN": 122512282, + "TP": 32477, + "n_pred": 95194, + "n_ref": 136941 + }, + "3": { + "Dice": 0.6740340381338268, + "FN": 7640, + "FP": 126067, + "IoU": 0.5083343445597855, + "TN": 122439993, + "TP": 138240, + "n_pred": 264307, + "n_ref": 145880 + }, + "4": { + "Dice": 0.0, + "FN": 65475, + "FP": 4429, + "IoU": 0.0, + "TN": 122642036, + "TP": 0, + "n_pred": 4429, + "n_ref": 65475 + }, + "5": { + "Dice": 0.06868160500260552, + "FN": 16550, + "FP": 1322, + "IoU": 0.035562031190977283, + "TN": 122693409, + "TP": 659, + "n_pred": 1981, + "n_ref": 17209 + }, + "6": { + "Dice": 0.49087472936711957, + "FN": 212388, + "FP": 2895890, + "IoU": 0.32527102880018827, + "TN": 118105234, + "TP": 1498428, + "n_pred": 4394318, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.26080358492900246, + "FN": 329059, + "FP": 1015336, + "IoU": 0.1499563721894838, + "TN": 121130380, + "TP": 237165, + "n_pred": 1252501, + "n_ref": 566224 + }, + "8": { + "Dice": 0.625972829956998, + "FN": 12062, + "FP": 136585, + "IoU": 0.4555752925449118, + "TN": 122438905, + "TP": 124388, + "n_pred": 260973, + "n_ref": 136450 + }, + "9": { + "Dice": 0.6033920566920956, + "FN": 35238, + "FP": 16699, + "IoU": 0.4320411176116791, + "TN": 122620495, + "TP": 39508, + "n_pred": 56207, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/loop_000/summary_cross_val.json b/nnActive_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/loop_000/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..3daaff84efd54981f51fd7346c9c4a2b03457fc1 --- /dev/null +++ b/nnActive_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/loop_000/summary_cross_val.json @@ -0,0 +1,7080 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.1829314323871854, + "FN": 2135.516666666667, + "FP": 1262.5833333333333, + "IoU": 0.13732061511412205, + "TN": 170224.13333333333, + "TP": 1609.7666666666667, + "n_pred": 2872.35, + "n_ref": 3745.2833333333333 + }, + "mean": { + "1": { + "Dice": 0.19162807574268412, + "FN": 650.125, + "FP": 3094.625, + "IoU": 0.1712349518491266, + "TN": 165208.125, + "TP": 6279.125, + "n_pred": 9373.75, + "n_ref": 6929.25 + }, + "10": { + "Dice": 0.07851359700743253, + "FN": 610.375, + "FP": 3809.5, + "IoU": 0.046173060802755204, + "TN": 169976.25, + "TP": 835.875, + "n_pred": 4645.375, + "n_ref": 1446.25 + }, + "11": { + "Dice": 0.08099250936329588, + "FN": 701.5, + "FP": 13.125, + "IoU": 0.046096456168398615, + "TN": 174474.125, + "TP": 43.25, + "n_pred": 56.375, + "n_ref": 744.75 + }, + "12": { + "Dice": 0.0, + "FN": 4.125, + "FP": 0.0, + "IoU": 0.0, + "TN": 175227.875, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4.125 + }, + "13": { + "Dice": 0.03638188250456515, + "FN": 3716.625, + "FP": 863.875, + "IoU": 0.019121850041986507, + "TN": 170456.875, + "TP": 194.625, + "n_pred": 1058.5, + "n_ref": 3911.25 + }, + "14": { + "Dice": 0.8002883310719131, + "FN": 37.375, + "FP": 551.375, + "IoU": 0.6670672227327349, + "TN": 173463.625, + "TP": 1179.625, + "n_pred": 1731.0, + "n_ref": 1217.0 + }, + "15": { + "Dice": 0.5169710650523291, + "FN": 1531.125, + "FP": 2882.25, + "IoU": 0.3485913544030553, + "TN": 168456.875, + "TP": 2361.75, + "n_pred": 5244.0, + "n_ref": 3892.875 + }, + "2": { + "Dice": 0.12644726900147682, + "FN": 2719.125, + "FP": 322.375, + "IoU": 0.09036493497019954, + "TN": 171599.625, + "TP": 590.875, + "n_pred": 913.25, + "n_ref": 3310.0 + }, + "3": { + "Dice": 0.007619047619047619, + "FN": 6452.25, + "FP": 465.25, + "IoU": 0.003898635477582846, + "TN": 168313.0, + "TP": 1.5, + "n_pred": 466.75, + "n_ref": 6453.75 + }, + "4": { + "Dice": 0.011405445180279618, + "FN": 1188.875, + "FP": 11.125, + "IoU": 0.0057685150725716415, + "TN": 174028.125, + "TP": 3.875, + "n_pred": 15.0, + "n_ref": 1192.75 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 42.5, + "IoU": 0.0, + "TN": 175189.5, + "TP": 0.0, + "n_pred": 42.5, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.32664902479207497, + "FN": 2625.0, + "FP": 1504.125, + "IoU": 0.2599314457085924, + "TN": 163356.5, + "TP": 7746.375, + "n_pred": 9250.5, + "n_ref": 10371.375 + }, + "7": { + "Dice": 0.2370899694652813, + "FN": 8799.375, + "FP": 2261.5, + "IoU": 0.19658776739072, + "TN": 160306.875, + "TP": 3864.25, + "n_pred": 6125.75, + "n_ref": 12663.625 + }, + "8": { + "Dice": 0.09654431764427626, + "FN": 1441.625, + "FP": 2160.75, + "IoU": 0.05357741051618798, + "TN": 171390.0, + "TP": 239.625, + "n_pred": 2400.375, + "n_ref": 1681.25 + }, + "9": { + "Dice": 0.23344095136312432, + "FN": 1555.25, + "FP": 956.375, + "IoU": 0.1513956215779192, + "TN": 171914.625, + "TP": 805.75, + "n_pred": 1762.125, + "n_ref": 2361.0 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 175227, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "10": { + "Dice": 0.351921777495131, + "FN": 3429, + "FP": 12876, + "IoU": 0.21353463245224774, + "TN": 154500, + "TP": 4427, + "n_pred": 17303, + "n_ref": 7856 + }, + "11": { + "Dice": 0.24297752808988765, + "FN": 2078, + "FP": 78, + "IoU": 0.13828936850519585, + "TN": 172730, + "TP": 346, + "n_pred": 424, + "n_ref": 2424 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0309725652493158, + "FN": 12581, + "FP": 1936, + "IoU": 0.015729879991863854, + "TN": 160483, + "TP": 232, + "n_pred": 2168, + "n_ref": 12813 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6132867602606301, + "FN": 4979, + "FP": 778, + "IoU": 0.44225925208292965, + "TN": 164910, + "TP": 4565, + "n_pred": 5343, + "n_ref": 9544 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 175128, + "TP": 0, + "n_pred": 104, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 6855, + "FP": 89, + "IoU": 0.0, + "TN": 168288, + "TP": 0, + "n_pred": 89, + "n_ref": 6855 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8570732438713546, + "FN": 6271, + "FP": 1355, + "IoU": 0.7498934111705093, + "TN": 144741, + "TP": 22865, + "n_pred": 24220, + "n_ref": 29136 + }, + "7": { + "Dice": 0.6894918958295393, + "FN": 46, + "FP": 1659, + "IoU": 0.5261256253474152, + "TN": 171634, + "TP": 1893, + "n_pred": 3552, + "n_ref": 1939 + }, + "8": { + "Dice": 0.22251655629139072, + "FN": 0, + "FP": 587, + "IoU": 0.12518628912071536, + "TN": 174561, + "TP": 84, + "n_pred": 671, + "n_ref": 84 + }, + "9": { + "Dice": 0.5130913418625409, + "FN": 5124, + "FP": 1422, + "IoU": 0.34507253626813406, + "TN": 165237, + "TP": 3449, + "n_pred": 4871, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 13441, + "IoU": 0.0, + "TN": 161791, + "TP": 0, + "n_pred": 13441, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 175220, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 3534, + "FP": 0, + "IoU": 0.0, + "TN": 171698, + "TP": 0, + "n_pred": 0, + "n_ref": 3534 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 936, + "FP": 0, + "IoU": 0.0, + "TN": 174296, + "TP": 0, + "n_pred": 0, + "n_ref": 936 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.018949584746754008, + "FN": 16774, + "FP": 0, + "IoU": 0.009565422768068021, + "TN": 158296, + "TP": 162, + "n_pred": 162, + "n_ref": 16936 + }, + "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": 0.0, + "FN": 0, + "FP": 340, + "IoU": 0.0, + "TN": 174892, + "TP": 0, + "n_pred": 340, + "n_ref": 0 + }, + "6": { + "Dice": 0.8190266049985149, + "FN": 14331, + "FP": 2729, + "IoU": 0.6935182523713711, + "TN": 119568, + "TP": 38604, + "n_pred": 41333, + "n_ref": 52935 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2817, + "IoU": 0.0, + "TN": 172415, + "TP": 0, + "n_pred": 2817, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 546, + "IoU": 0.0, + "TN": 174686, + "TP": 0, + "n_pred": 546, + "n_ref": 0 + }, + "9": { + "Dice": 0.020429728777738642, + "FN": 2781, + "FP": 0, + "IoU": 0.010320284697508897, + "TN": 172422, + "TP": 29, + "n_pred": 29, + "n_ref": 2810 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.0, + "FN": 35, + "FP": 5, + "IoU": 0.0, + "TN": 175192, + "TP": 0, + "n_pred": 5, + "n_ref": 35 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6151079136690647, + "FN": 213, + "FP": 1, + "IoU": 0.44415584415584414, + "TN": 174847, + "TP": 171, + "n_pred": 172, + "n_ref": 384 + }, + "7": { + "Dice": 0.0742299490163402, + "FN": 65466, + "FP": 85, + "IoU": 0.038545593217853, + "TN": 107053, + "TP": 2628, + "n_pred": 2713, + "n_ref": 68094 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 55, + "IoU": 0.0, + "TN": 175177, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8002883310719131, + "FN": 299, + "FP": 4411, + "IoU": 0.6670672227327349, + "TN": 161085, + "TP": 9437, + "n_pred": 13848, + "n_ref": 9736 + }, + "15": { + "Dice": 0.5169710650523291, + "FN": 12249, + "FP": 23058, + "IoU": 0.3485913544030553, + "TN": 121031, + "TP": 18894, + "n_pred": 41952, + "n_ref": 31143 + }, + "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": 3573, + "IoU": 0.0, + "TN": 171659, + "TP": 0, + "n_pred": 3573, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 623, + "IoU": 0.0, + "TN": 174609, + "TP": 0, + "n_pred": 623, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 627, + "IoU": 0.0, + "TN": 174605, + "TP": 0, + "n_pred": 627, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8882, + "IoU": 0.0, + "TN": 166350, + "TP": 0, + "n_pred": 8882, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 355, + "IoU": 0.0, + "TN": 174877, + "TP": 0, + "n_pred": 355, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 708, + "IoU": 0.0, + "TN": 174524, + "TP": 0, + "n_pred": 708, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 15, + "IoU": 0.0, + "TN": 175217, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 1164, + "IoU": 0.0, + "TN": 174068, + "TP": 0, + "n_pred": 1164, + "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": 8952, + "IoU": 0.0, + "TN": 166280, + "TP": 0, + "n_pred": 8952, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1871, + "IoU": 0.0, + "TN": 173361, + "TP": 0, + "n_pred": 1871, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 398, + "IoU": 0.0, + "TN": 174834, + "TP": 0, + "n_pred": 398, + "n_ref": 0 + }, + "10": { + "Dice": 0.1976734015568967, + "FN": 1419, + "FP": 16927, + "IoU": 0.10967679316703872, + "TN": 154626, + "TP": 2260, + "n_pred": 19187, + "n_ref": 3679 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 175205, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.11455496476894479, + "FN": 16216, + "FP": 4267, + "IoU": 0.06075752017608217, + "TN": 153424, + "TP": 1325, + "n_pred": 5592, + "n_ref": 17541 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 37, + "IoU": 0.0, + "TN": 175195, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.022810890360559236, + "FN": 2656, + "FP": 0, + "IoU": 0.011537030145143283, + "TN": 172545, + "TP": 31, + "n_pred": 31, + "n_ref": 2687 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3219844357976654, + "FN": 185, + "FP": 1209, + "IoU": 0.1918840579710145, + "TN": 173507, + "TP": 331, + "n_pred": 1540, + "n_ref": 516 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 11591, + "IoU": 0.0, + "TN": 163641, + "TP": 0, + "n_pred": 11591, + "n_ref": 0 + }, + "8": { + "Dice": 0.1636607142857143, + "FN": 11533, + "FP": 7201, + "IoU": 0.08912335294403656, + "TN": 154665, + "TP": 1833, + "n_pred": 9034, + "n_ref": 13366 + }, + "9": { + "Dice": 0.40024273481221767, + "FN": 4537, + "FP": 4358, + "IoU": 0.2501896653460339, + "TN": 163369, + "TP": 2968, + "n_pred": 7326, + "n_ref": 7505 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.19017094017094016, + "FN": 3022, + "FP": 10, + "IoU": 0.1050767414403778, + "TN": 171844, + "TP": 356, + "n_pred": 366, + "n_ref": 3378 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1320, + "IoU": 0.0, + "TN": 173912, + "TP": 0, + "n_pred": 1320, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 51117, + "FP": 0, + "IoU": 0.0, + "TN": 124115, + "TP": 0, + "n_pred": 0, + "n_ref": 51117 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 3007, + "IoU": 0.0, + "TN": 172225, + "TP": 0, + "n_pred": 3007, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 175169, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9595975142851646, + "FN": 2179, + "FP": 2021, + "IoU": 0.9223329696543817, + "TN": 121155, + "TP": 49877, + "n_pred": 51898, + "n_ref": 52056 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 246, + "IoU": 0.0, + "TN": 174986, + "TP": 0, + "n_pred": 246, + "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": 33, + "FP": 0, + "IoU": 0.0, + "TN": 175199, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 444, + "IoU": 0.0, + "TN": 174788, + "TP": 0, + "n_pred": 444, + "n_ref": 0 + }, + "3": { + "Dice": 0.045714285714285714, + "FN": 501, + "FP": 0, + "IoU": 0.023391812865497075, + "TN": 174719, + "TP": 12, + "n_pred": 12, + "n_ref": 513 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 1945, + "IoU": 0.0, + "TN": 173287, + "TP": 0, + "n_pred": 1945, + "n_ref": 0 + }, + "7": { + "Dice": 0.8959079414110898, + "FN": 4883, + "FP": 1250, + "IoU": 0.8114431531697719, + "TN": 142706, + "TP": 26393, + "n_pred": 27643, + "n_ref": 31276 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0281.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": NaN, + "FN": 2405.5583333333334, + "FP": 2156.358333333333, + "IoU": NaN, + "TN": 169668.575, + "TP": 1001.5083333333333, + "n_pred": 3157.866666666667, + "n_ref": 3407.0666666666666 + }, + "mean": { + "1": { + "Dice": 0.07102553703189816, + "FN": 13748.75, + "FP": 168.5, + "IoU": 0.039747387869520895, + "TN": 159443.125, + "TP": 1871.625, + "n_pred": 2040.125, + "n_ref": 15620.375 + }, + "10": { + "Dice": 0.28232769693853693, + "FN": 3292.875, + "FP": 693.375, + "IoU": 0.21129936831506768, + "TN": 167714.25, + "TP": 3531.5, + "n_pred": 4224.875, + "n_ref": 6824.375 + }, + "11": { + "Dice": 0.5114155251141552, + "FN": 11.25, + "FP": 2.125, + "IoU": 0.34355828220858897, + "TN": 175211.625, + "TP": 7.0, + "n_pred": 9.125, + "n_ref": 18.25 + }, + "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": 0.15354257423259107, + "FN": 3140.625, + "FP": 1172.25, + "IoU": 0.10099101934546693, + "TN": 169284.375, + "TP": 1634.75, + "n_pred": 2807.0, + "n_ref": 4775.375 + }, + "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": 0.40398069284812155, + "FN": 163.0, + "FP": 715.875, + "IoU": 0.3291642617523402, + "TN": 172801.75, + "TP": 1551.375, + "n_pred": 2267.25, + "n_ref": 1714.375 + }, + "3": { + "Dice": 0.0, + "FN": 0.0, + "FP": 323.375, + "IoU": 0.0, + "TN": 174908.625, + "TP": 0.0, + "n_pred": 323.375, + "n_ref": 0.0 + }, + "4": { + "Dice": 0.14871733540632662, + "FN": 809.625, + "FP": 427.375, + "IoU": 0.10583879479104605, + "TN": 173373.25, + "TP": 621.75, + "n_pred": 1049.125, + "n_ref": 1431.375 + }, + "5": { + "Dice": 0.2296058774530374, + "FN": 1083.75, + "FP": 386.5, + "IoU": 0.15158869712042788, + "TN": 173522.625, + "TP": 239.125, + "n_pred": 625.625, + "n_ref": 1322.875 + }, + "6": { + "Dice": 0.12546713195744508, + "FN": 124.625, + "FP": 20226.375, + "IoU": 0.11146133992405051, + "TN": 154006.875, + "TP": 874.125, + "n_pred": 21100.5, + "n_ref": 998.75 + }, + "7": { + "Dice": 0.14007612484030182, + "FN": 5702.0, + "FP": 6647.25, + "IoU": 0.08911846033682808, + "TN": 161705.25, + "TP": 1177.5, + "n_pred": 7824.75, + "n_ref": 6879.5 + }, + "8": { + "Dice": 0.4618831376447843, + "FN": 6667.75, + "FP": 709.5, + "IoU": 0.34929563609172287, + "TN": 165913.875, + "TP": 1940.875, + "n_pred": 2650.375, + "n_ref": 8608.625 + }, + "9": { + "Dice": 0.35018155088683794, + "FN": 1339.125, + "FP": 872.875, + "IoU": 0.2694477611738244, + "TN": 171447.0, + "TP": 1573.0, + "n_pred": 2445.875, + "n_ref": 2912.125 + } + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 1067, + "IoU": 0.0, + "TN": 174165, + "TP": 0, + "n_pred": 1067, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 11732, + "IoU": 0.0, + "TN": 163500, + "TP": 0, + "n_pred": 11732, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.09658421672555949, + "FN": 767, + "FP": 0, + "IoU": 0.050742574257425746, + "TN": 174424, + "TP": 41, + "n_pred": 41, + "n_ref": 808 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0343213728549142, + "FN": 1483, + "FP": 374, + "IoU": 0.01746031746031746, + "TN": 173342, + "TP": 33, + "n_pred": 407, + "n_ref": 1516 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5948693416253065, + "FN": 6477, + "FP": 298, + "IoU": 0.4233551791641842, + "TN": 163483, + "TP": 4974, + "n_pred": 5272, + "n_ref": 11451 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8757537688442211, + "FN": 982, + "FP": 996, + "IoU": 0.7789697172868477, + "TN": 166283, + "TP": 6971, + "n_pred": 7967, + "n_ref": 7953 + }, + "7": { + "Dice": 0.0, + "FN": 16199, + "FP": 33584, + "IoU": 0.0, + "TN": 125449, + "TP": 0, + "n_pred": 33584, + "n_ref": 16199 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2130766110956945, + "FN": 109990, + "FP": 605, + "IoU": 0.11924216360856268, + "TN": 49664, + "TP": 14973, + "n_pred": 15578, + "n_ref": 124963 + }, + "10": { + "Dice": 0.0, + "FN": 722, + "FP": 94, + "IoU": 0.0, + "TN": 174416, + "TP": 0, + "n_pred": 94, + "n_ref": 722 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 282, + "IoU": 0.0, + "TN": 174950, + "TP": 0, + "n_pred": 282, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 324, + "IoU": 0.0, + "TN": 174908, + "TP": 0, + "n_pred": 324, + "n_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": 133763, + "IoU": 0.0, + "TN": 41469, + "TP": 0, + "n_pred": 133763, + "n_ref": 0 + }, + "7": { + "Dice": 0.36867599569429493, + "FN": 25352, + "FP": 454, + "IoU": 0.2259980204552953, + "TN": 141891, + "TP": 7535, + "n_pred": 7989, + "n_ref": 32887 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.7828120570726637, + "FN": 5197, + "FP": 3997, + "IoU": 0.6431316228700074, + "TN": 149469, + "TP": 16569, + "n_pred": 20566, + "n_ref": 21766 + }, + "11": { + "Dice": 0.5114155251141552, + "FN": 90, + "FP": 17, + "IoU": 0.34355828220858897, + "TN": 175069, + "TP": 56, + "n_pred": 73, + "n_ref": 146 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3112674752337746, + "FN": 12507, + "FP": 2371, + "IoU": 0.1843201754385965, + "TN": 156992, + "TP": 3362, + "n_pred": 5733, + "n_ref": 15869 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.022222222222222223, + "FN": 264, + "FP": 0, + "IoU": 0.011235955056179775, + "TN": 174965, + "TP": 3, + "n_pred": 3, + "n_ref": 267 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1992, + "IoU": 0.0, + "TN": 173240, + "TP": 0, + "n_pred": 1992, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 39, + "IoU": 0.0, + "TN": 175193, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8345823829694797, + "FN": 58, + "FP": 1465, + "IoU": 0.7161230195712954, + "TN": 169867, + "TP": 3842, + "n_pred": 5307, + "n_ref": 3900 + }, + "9": { + "Dice": 0.6982269193816054, + "FN": 2086, + "FP": 1369, + "IoU": 0.5363660762211487, + "TN": 167780, + "TP": 3997, + "n_pred": 5366, + "n_ref": 6083 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.5322422108944613, + "FN": 19657, + "FP": 806, + "IoU": 0.3626226444479053, + "TN": 143127, + "TP": 11642, + "n_pred": 12448, + "n_ref": 31299 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5756665973068577, + "FN": 11135, + "FP": 3140, + "IoU": 0.40416562317388766, + "TN": 151274, + "TP": 9683, + "n_pred": 12823, + "n_ref": 20818 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7857391634740208, + "FN": 1040, + "FP": 5727, + "IoU": 0.6470925684485006, + "TN": 156057, + "TP": 12408, + "n_pred": 18135, + "n_ref": 13448 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 595, + "IoU": 0.0, + "TN": 174637, + "TP": 0, + "n_pred": 595, + "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": 0.0, + "FN": 0, + "FP": 399, + "IoU": 0.0, + "TN": 174833, + "TP": 0, + "n_pred": 399, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4976, + "IoU": 0.0, + "TN": 170256, + "TP": 0, + "n_pred": 4976, + "n_ref": 0 + }, + "7": { + "Dice": 0.47178075334751596, + "FN": 4065, + "FP": 156, + "IoU": 0.30871274156567313, + "TN": 169126, + "TP": 1885, + "n_pred": 2041, + "n_ref": 5950 + }, + "8": { + "Dice": 0.6336590024241534, + "FN": 1219, + "FP": 3768, + "IoU": 0.46376344086021504, + "TN": 165932, + "TP": 4313, + "n_pred": 8081, + "n_ref": 5532 + }, + "9": { + "Dice": 0.7024992841657464, + "FN": 5572, + "FP": 1701, + "IoU": 0.5414249684741488, + "TN": 159372, + "TP": 8587, + "n_pred": 10288, + "n_ref": 14159 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 734, + "IoU": 0.0, + "TN": 174498, + "TP": 0, + "n_pred": 734, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 650, + "IoU": 0.0, + "TN": 174582, + "TP": 0, + "n_pred": 650, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2503, + "IoU": 0.0, + "TN": 172729, + "TP": 0, + "n_pred": 2503, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2793, + "IoU": 0.0, + "TN": 172439, + "TP": 0, + "n_pred": 2793, + "n_ref": 0 + }, + "5": { + "Dice": 0.13650446509932568, + "FN": 6910, + "FP": 2566, + "IoU": 0.0732518337408313, + "TN": 165007, + "TP": 749, + "n_pred": 3315, + "n_ref": 7659 + }, + "6": { + "Dice": 0.0025161548578944357, + "FN": 15, + "FP": 17428, + "IoU": 0.0012596621815058689, + "TN": 157767, + "TP": 22, + "n_pred": 17450, + "n_ref": 37 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6872, + "IoU": 0.0, + "TN": 168360, + "TP": 0, + "n_pred": 6872, + "n_ref": 0 + }, + "8": { + "Dice": 0.08238193018480493, + "FN": 21901, + "FP": 443, + "IoU": 0.04296055167687497, + "TN": 151885, + "TP": 1003, + "n_pred": 1446, + "n_ref": 22904 + }, + "9": { + "Dice": 0.0, + "FN": 3055, + "FP": 223, + "IoU": 0.0, + "TN": 171954, + "TP": 0, + "n_pred": 223, + "n_ref": 3055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 175223, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 708, + "IoU": 0.0, + "TN": 174524, + "TP": 0, + "n_pred": 708, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5523131672597865, + "FN": 1760, + "FP": 127, + "IoU": 0.3815142576204523, + "TN": 172181, + "TP": 1164, + "n_pred": 1291, + "n_ref": 2924 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3542, + "IoU": 0.0, + "TN": 171690, + "TP": 0, + "n_pred": 3542, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 380, + "IoU": 0.0, + "TN": 174852, + "TP": 0, + "n_pred": 380, + "n_ref": 0 + }, + "8": { + "Dice": 0.29690923500069927, + "FN": 30164, + "FP": 0, + "IoU": 0.174335532258506, + "TN": 138699, + "TP": 6369, + "n_pred": 6369, + "n_ref": 36533 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3690, + "IoU": 0.0, + "TN": 171542, + "TP": 0, + "n_pred": 3690, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0336.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.3074800335351636, + "FN": 1684.025, + "FP": 1053.1166666666666, + "IoU": 0.24576919482249623, + "TN": 168345.125, + "TP": 4149.733333333334, + "n_pred": 5202.85, + "n_ref": 5833.758333333333 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 67.875, + "FP": 837.25, + "IoU": 0.0, + "TN": 174326.875, + "TP": 0.0, + "n_pred": 837.25, + "n_ref": 67.875 + }, + "10": { + "Dice": 0.3367995909085034, + "FN": 3031.75, + "FP": 2094.375, + "IoU": 0.24663967445028429, + "TN": 166090.75, + "TP": 4015.125, + "n_pred": 6109.5, + "n_ref": 7046.875 + }, + "11": { + "Dice": 0.001557632398753894, + "FN": 79.125, + "FP": 9.375, + "IoU": 0.00078003120124805, + "TN": 175143.375, + "TP": 0.125, + "n_pred": 9.5, + "n_ref": 79.25 + }, + "12": { + "Dice": 0.1101821756700318, + "FN": 801.25, + "FP": 3.5, + "IoU": 0.06996620765981428, + "TN": 174410.0, + "TP": 17.25, + "n_pred": 20.75, + "n_ref": 818.5 + }, + "13": { + "Dice": 0.1406525300934828, + "FN": 1124.125, + "FP": 831.75, + "IoU": 0.08304135238505479, + "TN": 172957.125, + "TP": 319.0, + "n_pred": 1150.75, + "n_ref": 1443.125 + }, + "14": { + "Dice": 0.6886980518006468, + "FN": 1233.625, + "FP": 5736.625, + "IoU": 0.5583785241012043, + "TN": 160495.625, + "TP": 7766.125, + "n_pred": 13502.75, + "n_ref": 8999.75 + }, + "15": { + "Dice": 0.35240824123345615, + "FN": 600.875, + "FP": 1212.625, + "IoU": 0.2720913572963634, + "TN": 171804.25, + "TP": 1614.25, + "n_pred": 2826.875, + "n_ref": 2215.125 + }, + "2": { + "Dice": 0.23235839134572045, + "FN": 188.375, + "FP": 1286.5, + "IoU": 0.21704247754491018, + "TN": 171437.375, + "TP": 2319.75, + "n_pred": 3606.25, + "n_ref": 2508.125 + }, + "3": { + "Dice": 0.5520928999804308, + "FN": 898.375, + "FP": 446.125, + "IoU": 0.48000046607173635, + "TN": 172669.125, + "TP": 1218.375, + "n_pred": 1664.5, + "n_ref": 2116.75 + }, + "4": { + "Dice": 0.0, + "FN": 172.375, + "FP": 78.25, + "IoU": 0.0, + "TN": 174981.375, + "TP": 0.0, + "n_pred": 78.25, + "n_ref": 172.375 + }, + "5": { + "Dice": 0.20824742268041238, + "FN": 14.25, + "FP": 81.75, + "IoU": 0.11622554660529344, + "TN": 175123.375, + "TP": 12.625, + "n_pred": 94.375, + "n_ref": 26.875 + }, + "6": { + "Dice": 0.5506981470045708, + "FN": 10185.0, + "FP": 1806.375, + "IoU": 0.47136386480612075, + "TN": 135522.75, + "TP": 27717.875, + "n_pred": 29524.25, + "n_ref": 37902.875 + }, + "7": { + "Dice": 0.2087266401257618, + "FN": 5674.75, + "FP": 349.125, + "IoU": 0.15619704551324395, + "TN": 158942.125, + "TP": 10266.0, + "n_pred": 10615.125, + "n_ref": 15940.75 + }, + "8": { + "Dice": 0.7974436413888535, + "FN": 556.0, + "FP": 233.625, + "IoU": 0.6947862430265368, + "TN": 168639.0, + "TP": 5803.375, + "n_pred": 6037.0, + "n_ref": 6359.375 + }, + "9": { + "Dice": 0.4323351383968295, + "FN": 632.625, + "FP": 789.5, + "IoU": 0.3200251316756339, + "TN": 172633.75, + "TP": 1176.125, + "n_pred": 1965.625, + "n_ref": 1808.75 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4305, + "IoU": 0.0, + "TN": 170927, + "TP": 0, + "n_pred": 4305, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1379, + "FP": 136, + "IoU": 0.0, + "TN": 173717, + "TP": 0, + "n_pred": 136, + "n_ref": 1379 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8410015649452269, + "FN": 26382, + "FP": 34, + "IoU": 0.7256278692951661, + "TN": 78954, + "TP": 69862, + "n_pred": 69896, + "n_ref": 96244 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 962, + "IoU": 0.0, + "TN": 174270, + "TP": 0, + "n_pred": 962, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.49736789050424496, + "FN": 3900, + "FP": 40976, + "IoU": 0.3309977787385024, + "TN": 108153, + "TP": 22203, + "n_pred": 63179, + "n_ref": 26103 + }, + "15": { + "Dice": 0.7048164824669123, + "FN": 4807, + "FP": 6010, + "IoU": 0.5441827145927268, + "TN": 151501, + "TP": 12914, + "n_pred": 18924, + "n_ref": 17721 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 264, + "IoU": 0.0, + "TN": 174968, + "TP": 0, + "n_pred": 264, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 170, + "IoU": 0.0, + "TN": 175062, + "TP": 0, + "n_pred": 170, + "n_ref": 0 + }, + "10": { + "Dice": 0.6368565169769989, + "FN": 3839, + "FP": 9423, + "IoU": 0.46719697882768874, + "TN": 150341, + "TP": 11629, + "n_pred": 21052, + "n_ref": 15468 + }, + "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": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "13": { + "Dice": 0.06347323149933264, + "FN": 3099, + "FP": 3216, + "IoU": 0.03277684178281513, + "TN": 168703, + "TP": 214, + "n_pred": 3430, + "n_ref": 3313 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 72, + "IoU": 0.0, + "TN": 175160, + "TP": 0, + "n_pred": 72, + "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": 396, + "IoU": 0.0, + "TN": 174836, + "TP": 0, + "n_pred": 396, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9007149330379619, + "FN": 975, + "FP": 997, + "IoU": 0.8193642942200238, + "TN": 164315, + "TP": 8945, + "n_pred": 9942, + "n_ref": 9920 + }, + "7": { + "Dice": 0.8139413404498508, + "FN": 35973, + "FP": 2, + "IoU": 0.6862572385404312, + "TN": 60568, + "TP": 78689, + "n_pred": 78691, + "n_ref": 114662 + }, + "8": { + "Dice": 0.5303030303030303, + "FN": 62, + "FP": 0, + "IoU": 0.36082474226804123, + "TN": 175135, + "TP": 35, + "n_pred": 35, + "n_ref": 97 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1248, + "IoU": 0.0, + "TN": 173984, + "TP": 0, + "n_pred": 1248, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 543, + "FP": 0, + "IoU": 0.0, + "TN": 174689, + "TP": 0, + "n_pred": 0, + "n_ref": 543 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 489, + "IoU": 0.0, + "TN": 174743, + "TP": 0, + "n_pred": 489, + "n_ref": 0 + }, + "11": { + "Dice": 0.003115264797507788, + "FN": 633, + "FP": 7, + "IoU": 0.0015600624024961, + "TN": 174591, + "TP": 1, + "n_pred": 8, + "n_ref": 634 + }, + "12": { + "Dice": 0.43190661478599224, + "FN": 268, + "FP": 24, + "IoU": 0.27543424317617865, + "TN": 174829, + "TP": 111, + "n_pred": 135, + "n_ref": 379 + }, + "13": { + "Dice": 0.27599243856332706, + "FN": 137, + "FP": 246, + "IoU": 0.1600877192982456, + "TN": 174776, + "TP": 73, + "n_pred": 319, + "n_ref": 210 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.931237721021611, + "FN": 30, + "FP": 5, + "IoU": 0.8713235294117647, + "TN": 174960, + "TP": 237, + "n_pred": 242, + "n_ref": 267 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.20824742268041238, + "FN": 114, + "FP": 654, + "IoU": 0.11622554660529344, + "TN": 174363, + "TP": 101, + "n_pred": 755, + "n_ref": 215 + }, + "6": { + "Dice": 0.41413607025711563, + "FN": 5164, + "FP": 373, + "IoU": 0.2611422471310382, + "TN": 167738, + "TP": 1957, + "n_pred": 2330, + "n_ref": 7121 + }, + "7": { + "Dice": 0.5629025897199947, + "FN": 3293, + "FP": 32, + "IoU": 0.39169410903768753, + "TN": 169766, + "TP": 2141, + "n_pred": 2173, + "n_ref": 5434 + }, + "8": { + "Dice": 0.946541656386216, + "FN": 2482, + "FP": 1418, + "IoU": 0.8985088609571396, + "TN": 136805, + "TP": 34527, + "n_pred": 35945, + "n_ref": 37009 + }, + "9": { + "Dice": 0.6641154328732748, + "FN": 1482, + "FP": 3872, + "IoU": 0.49713534328918946, + "TN": 164585, + "TP": 5293, + "n_pred": 9165, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1055, + "IoU": 0.0, + "TN": 174177, + "TP": 0, + "n_pred": 1055, + "n_ref": 0 + }, + "10": { + "Dice": 0.7350735847029756, + "FN": 6447, + "FP": 5884, + "IoU": 0.5811196412799783, + "TN": 145794, + "TP": 17107, + "n_pred": 22991, + "n_ref": 23554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.3637969804047543, + "FN": 5757, + "FP": 2165, + "IoU": 0.22234220084421322, + "TN": 165045, + "TP": 2265, + "n_pred": 4430, + "n_ref": 8022 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 79, + "IoU": 0.0, + "TN": 175153, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9288508779910836, + "FN": 7658, + "FP": 3290, + "IoU": 0.8671536566720462, + "TN": 92821, + "TP": 71463, + "n_pred": 74753, + "n_ref": 79121 + }, + "7": { + "Dice": 0.2929691908362487, + "FN": 6110, + "FP": 155, + "IoU": 0.17162501652783288, + "TN": 167669, + "TP": 1298, + "n_pred": 1453, + "n_ref": 7408 + }, + "8": { + "Dice": 0.7662921348314606, + "FN": 1002, + "FP": 246, + "IoU": 0.6211293260473588, + "TN": 171938, + "TP": 2046, + "n_pred": 2292, + "n_ref": 3048 + }, + "9": { + "Dice": 0.6328899823172138, + "FN": 3579, + "FP": 1196, + "IoU": 0.4629400517377123, + "TN": 166341, + "TP": 4116, + "n_pred": 5312, + "n_ref": 7695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 175188, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 898, + "IoU": 0.0, + "TN": 174334, + "TP": 0, + "n_pred": 898, + "n_ref": 0 + }, + "14": { + "Dice": 0.8800282130970486, + "FN": 5969, + "FP": 4917, + "IoU": 0.7857592694639062, + "TN": 124420, + "TP": 39926, + "n_pred": 44843, + "n_ref": 45895 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3691, + "IoU": 0.0, + "TN": 171541, + "TP": 0, + "n_pred": 3691, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4972, + "IoU": 0.0, + "TN": 170260, + "TP": 0, + "n_pred": 4972, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3508, + "IoU": 0.0, + "TN": 171724, + "TP": 0, + "n_pred": 3508, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 175217, + "TP": 0, + "n_pred": 15, + "n_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": 2184, + "IoU": 0.0, + "TN": 173048, + "TP": 0, + "n_pred": 2184, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1188, + "IoU": 0.0, + "TN": 174044, + "TP": 0, + "n_pred": 1188, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1124, + "IoU": 0.0, + "TN": 174108, + "TP": 0, + "n_pred": 1124, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9294335653828818, + "FN": 1507, + "FP": 1311, + "IoU": 0.8681699101796407, + "TN": 153856, + "TP": 18558, + "n_pred": 19869, + "n_ref": 20065 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7701835828006072, + "FN": 41301, + "FP": 185, + "IoU": 0.6262589863245708, + "TN": 64230, + "TP": 69516, + "n_pred": 69701, + "n_ref": 110817 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 190, + "IoU": 0.0, + "TN": 175042, + "TP": 0, + "n_pred": 190, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.3120678528625426, + "FN": 13968, + "FP": 956, + "IoU": 0.18488175214375444, + "TN": 156923, + "TP": 3385, + "n_pred": 4341, + "n_ref": 17353 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 175164, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "12": { + "Dice": 0.008822087894134946, + "FN": 6067, + "FP": 0, + "IoU": 0.004430587463078438, + "TN": 169138, + "TP": 27, + "n_pred": 27, + "n_ref": 6094 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 129, + "IoU": 0.0, + "TN": 175103, + "TP": 0, + "n_pred": 129, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3937, + "IoU": 0.0, + "TN": 171295, + "TP": 0, + "n_pred": 3937, + "n_ref": 0 + }, + "3": { + "Dice": 0.7250409789196813, + "FN": 7157, + "FP": 56, + "IoU": 0.5686778688034444, + "TN": 158509, + "TP": 9510, + "n_pred": 9566, + "n_ref": 16667 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 7388, + "IoU": 0.0, + "TN": 167844, + "TP": 0, + "n_pred": 7388, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 22, + "FP": 0, + "IoU": 0.0, + "TN": 175210, + "TP": 0, + "n_pred": 0, + "n_ref": 22 + }, + "8": { + "Dice": 0.9466377440347071, + "FN": 902, + "FP": 205, + "IoU": 0.8986820428336079, + "TN": 164306, + "TP": 9819, + "n_pred": 10024, + "n_ref": 10721 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0349.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.2919202028304281, + "FN": 2735.008333333333, + "FP": 917.6083333333333, + "IoU": 0.2166078210755381, + "TN": 169135.25, + "TP": 2444.133333333333, + "n_pred": 3361.741666666667, + "n_ref": 5179.141666666666 + }, + "mean": { + "1": { + "Dice": 0.5117367680139925, + "FN": 1662.875, + "FP": 1153.125, + "IoU": 0.42325182500449077, + "TN": 164940.875, + "TP": 7475.125, + "n_pred": 8628.25, + "n_ref": 9138.0 + }, + "10": { + "Dice": 0.28526967582675533, + "FN": 3474.25, + "FP": 1039.25, + "IoU": 0.18360407917623567, + "TN": 169699.875, + "TP": 1018.625, + "n_pred": 2057.875, + "n_ref": 4492.875 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 2.125, + "IoU": 0.0, + "TN": 175229.875, + "TP": 0.0, + "n_pred": 2.125, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.37497427454208687, + "FN": 378.875, + "FP": 0.75, + "IoU": 0.2307497467071935, + "TN": 174738.5, + "TP": 113.875, + "n_pred": 114.625, + "n_ref": 492.75 + }, + "13": { + "Dice": 0.10924871635481649, + "FN": 2375.25, + "FP": 1381.5, + "IoU": 0.06953836759414875, + "TN": 170649.375, + "TP": 825.875, + "n_pred": 2207.375, + "n_ref": 3201.125 + }, + "14": { + "Dice": 0.3616127936548936, + "FN": 8149.75, + "FP": 251.25, + "IoU": 0.2904476805635683, + "TN": 157910.125, + "TP": 8920.875, + "n_pred": 9172.125, + "n_ref": 17070.625 + }, + "15": { + "Dice": 0.6079964438559751, + "FN": 972.625, + "FP": 1060.0, + "IoU": 0.456270357953912, + "TN": 170078.125, + "TP": 3121.25, + "n_pred": 4181.25, + "n_ref": 4093.875 + }, + "2": { + "Dice": 0.0, + "FN": 0.0, + "FP": 755.0, + "IoU": 0.0, + "TN": 174477.0, + "TP": 0.0, + "n_pred": 755.0, + "n_ref": 0.0 + }, + "3": { + "Dice": 0.37216698115207664, + "FN": 3350.125, + "FP": 351.5, + "IoU": 0.22862724667882262, + "TN": 170433.25, + "TP": 1097.125, + "n_pred": 1448.625, + "n_ref": 4447.25 + }, + "4": { + "Dice": 0.3002777184362316, + "FN": 844.5, + "FP": 336.625, + "IoU": 0.21456921292055933, + "TN": 173172.375, + "TP": 878.5, + "n_pred": 1215.125, + "n_ref": 1723.0 + }, + "5": { + "Dice": 0.10511321774153937, + "FN": 4006.125, + "FP": 23.875, + "IoU": 0.05872989735989901, + "TN": 170667.0, + "TP": 535.0, + "n_pred": 558.875, + "n_ref": 4541.125 + }, + "6": { + "Dice": 0.3315025738106114, + "FN": 1945.25, + "FP": 6519.5, + "IoU": 0.2759389225302845, + "TN": 159904.25, + "TP": 6863.0, + "n_pred": 13382.5, + "n_ref": 8808.25 + }, + "7": { + "Dice": 0.1764902320800208, + "FN": 12555.125, + "FP": 441.125, + "IoU": 0.10084188129585389, + "TN": 160176.625, + "TP": 2059.125, + "n_pred": 2500.25, + "n_ref": 14614.25 + }, + "8": { + "Dice": 0.7508991873222769, + "FN": 607.625, + "FP": 35.75, + "IoU": 0.6635102771991344, + "TN": 170895.125, + "TP": 3693.5, + "n_pred": 3729.25, + "n_ref": 4301.125 + }, + "9": { + "Dice": 0.0915144596651446, + "FN": 702.75, + "FP": 412.75, + "IoU": 0.05303782114896902, + "TN": 174056.375, + "TP": 60.125, + "n_pred": 472.875, + "n_ref": 762.875 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8732824427480916, + "FN": 13177, + "FP": 2178, + "IoU": 0.7750677506775068, + "TN": 106967, + "TP": 52910, + "n_pred": 55088, + "n_ref": 66087 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 14, + "IoU": 0.0, + "TN": 175218, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 1193, + "IoU": 0.0, + "TN": 174039, + "TP": 0, + "n_pred": 1193, + "n_ref": 0 + }, + "7": { + "Dice": 0.23701460248783127, + "FN": 35269, + "FP": 0, + "IoU": 0.13443934522786954, + "TN": 134485, + "TP": 5478, + "n_pred": 5478, + "n_ref": 40747 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.661927861293886, + "FN": 126, + "FP": 6913, + "IoU": 0.49468772433596553, + "TN": 161302, + "TP": 6891, + "n_pred": 13804, + "n_ref": 7017 + }, + "10": { + "Dice": 0.5728155339805825, + "FN": 341, + "FP": 4235, + "IoU": 0.4013605442176871, + "TN": 167588, + "TP": 3068, + "n_pred": 7303, + "n_ref": 3409 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.37497427454208687, + "FN": 3031, + "FP": 6, + "IoU": 0.2307497467071935, + "TN": 171284, + "TP": 911, + "n_pred": 917, + "n_ref": 3942 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1642, + "IoU": 0.0, + "TN": 173590, + "TP": 0, + "n_pred": 1642, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 6040, + "IoU": 0.0, + "TN": 169192, + "TP": 0, + "n_pred": 6040, + "n_ref": 0 + }, + "3": { + "Dice": 0.37216698115207664, + "FN": 26801, + "FP": 2812, + "IoU": 0.22862724667882262, + "TN": 136842, + "TP": 8777, + "n_pred": 11589, + "n_ref": 35578 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 175150, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 11282, + "IoU": 0.0, + "TN": 163950, + "TP": 0, + "n_pred": 11282, + "n_ref": 0 + }, + "7": { + "Dice": 0.08905598308171297, + "FN": 15507, + "FP": 0, + "IoU": 0.04660313556716877, + "TN": 158967, + "TP": 758, + "n_pred": 758, + "n_ref": 16265 + }, + "8": { + "Dice": 0.9622186495176849, + "FN": 1030, + "FP": 4, + "IoU": 0.9271882261812548, + "TN": 161031, + "TP": 13167, + "n_pred": 13171, + "n_ref": 14197 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.6011678234284867, + "FN": 56286, + "FP": 201, + "IoU": 0.4297640799927316, + "TN": 76173, + "TP": 42572, + "n_pred": 42773, + "n_ref": 98858 + }, + "15": { + "Dice": 0.4469496021220159, + "FN": 1599, + "FP": 69, + "IoU": 0.28778821520068315, + "TN": 172890, + "TP": 674, + "n_pred": 743, + "n_ref": 2273 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.2354924917281751, + "FN": 22632, + "FP": 1398, + "IoU": 0.1334607478994627, + "TN": 147501, + "TP": 3701, + "n_pred": 5099, + "n_ref": 26333 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.004546487838145033, + "FN": 4379, + "FP": 0, + "IoU": 0.00227842333105491, + "TN": 170843, + "TP": 10, + "n_pred": 10, + "n_ref": 4389 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 166, + "IoU": 0.0, + "TN": 175066, + "TP": 0, + "n_pred": 166, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8159581942736694, + "FN": 7360, + "FP": 1022, + "IoU": 0.6891295478989726, + "TN": 148269, + "TP": 18581, + "n_pred": 19603, + "n_ref": 25941 + }, + "7": { + "Dice": 0.2843609960859947, + "FN": 24904, + "FP": 328, + "IoU": 0.16574640436435775, + "TN": 144987, + "TP": 5013, + "n_pred": 5341, + "n_ref": 29917 + }, + "8": { + "Dice": 0.3875968992248062, + "FN": 632, + "FP": 0, + "IoU": 0.2403846153846154, + "TN": 174400, + "TP": 200, + "n_pred": 200, + "n_ref": 832 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 175214, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.3327706775982638, + "FN": 4821, + "FP": 713, + "IoU": 0.19959502458779288, + "TN": 168318, + "TP": 1380, + "n_pred": 2093, + "n_ref": 6201 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4324483775811209, + "FN": 14623, + "FP": 2693, + "IoU": 0.27587504704554006, + "TN": 151319, + "TP": 6597, + "n_pred": 9290, + "n_ref": 21220 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6005554368724632, + "FN": 6756, + "FP": 2593, + "IoU": 0.42913842584111866, + "TN": 158855, + "TP": 7028, + "n_pred": 9621, + "n_ref": 13784 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8030742263871098, + "FN": 3490, + "FP": 14036, + "IoU": 0.6709473921369832, + "TN": 121970, + "TP": 35736, + "n_pred": 49772, + "n_ref": 39226 + }, + "7": { + "Dice": 0.27201957874456506, + "FN": 24760, + "FP": 3201, + "IoU": 0.15742052131987344, + "TN": 142047, + "TP": 5224, + "n_pred": 8425, + "n_ref": 29984 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.2745433789954338, + "FN": 70, + "FP": 2472, + "IoU": 0.15911346344690705, + "TN": 172209, + "TP": 481, + "n_pred": 2953, + "n_ref": 551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 134, + "IoU": 0.0, + "TN": 175098, + "TP": 0, + "n_pred": 134, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1968, + "IoU": 0.0, + "TN": 173264, + "TP": 0, + "n_pred": 1968, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 175215, + "TP": 0, + "n_pred": 17, + "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": 6717, + "IoU": 0.0, + "TN": 168515, + "TP": 0, + "n_pred": 6717, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 100, + "IoU": 0.0, + "TN": 175132, + "TP": 0, + "n_pred": 100, + "n_ref": 0 + }, + "5": { + "Dice": 0.21022643548307873, + "FN": 31967, + "FP": 191, + "IoU": 0.11745979471979802, + "TN": 138794, + "TP": 4280, + "n_pred": 4471, + "n_ref": 36247 + }, + "6": { + "Dice": 0.03848044839227769, + "FN": 4712, + "FP": 24623, + "IoU": 0.01961767261546688, + "TN": 145310, + "TP": 587, + "n_pred": 25210, + "n_ref": 5299 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "8": { + "Dice": 0.9028820132243395, + "FN": 3199, + "FP": 282, + "IoU": 0.8229579900315329, + "TN": 155570, + "TP": 16181, + "n_pred": 16463, + "n_ref": 19380 + }, + "9": { + "Dice": 0.0, + "FN": 5552, + "FP": 812, + "IoU": 0.0, + "TN": 168868, + "TP": 0, + "n_pred": 812, + "n_ref": 5552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8452833511910878, + "FN": 8912, + "FP": 1629, + "IoU": 0.7320266422615416, + "TN": 135896, + "TP": 28795, + "n_pred": 30424, + "n_ref": 37707 + }, + "15": { + "Dice": 0.7690432855899343, + "FN": 6182, + "FP": 8411, + "IoU": 0.6247525007071408, + "TN": 136343, + "TP": 24296, + "n_pred": 32707, + "n_ref": 30478 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0320.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": NaN, + "FN": 1247.4952380952382, + "FP": 862.8000000000001, + "IoU": NaN, + "TN": 195216.18095238094, + "TP": 2938.6666666666665, + "n_pred": 3801.4666666666662, + "n_ref": 4186.161904761905 + }, + "mean": { + "1": { + "Dice": 0.47474910881850946, + "FN": 9.857142857142858, + "FP": 1444.857142857143, + "IoU": 0.43184509656537146, + "TN": 198740.42857142858, + "TP": 70.0, + "n_pred": 1514.857142857143, + "n_ref": 79.85714285714286 + }, + "10": { + "Dice": 0.625605026251375, + "FN": 623.5714285714286, + "FP": 842.8571428571429, + "IoU": 0.4860934900515236, + "TN": 196797.0, + "TP": 2001.7142857142858, + "n_pred": 2844.5714285714284, + "n_ref": 2625.285714285714 + }, + "11": { + "Dice": 0.2950474183350896, + "FN": 450.14285714285717, + "FP": 5.714285714285714, + "IoU": 0.20926756352765322, + "TN": 199689.2857142857, + "TP": 120.0, + "n_pred": 125.71428571428571, + "n_ref": 570.1428571428571 + }, + "12": { + "Dice": 0.0, + "FN": 203.71428571428572, + "FP": 1.7142857142857142, + "IoU": 0.0, + "TN": 200059.7142857143, + "TP": 0.0, + "n_pred": 1.7142857142857142, + "n_ref": 203.71428571428572 + }, + "13": { + "Dice": 0.159350442043222, + "FN": 1331.857142857143, + "FP": 406.57142857142856, + "IoU": 0.116946021447238, + "TN": 197043.57142857142, + "TP": 1483.142857142857, + "n_pred": 1889.7142857142858, + "n_ref": 2815.0 + }, + "14": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 200265.14285714287, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "15": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 200265.14285714287, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.5808999758219684, + "FN": 4496.0, + "FP": 2817.0, + "IoU": 0.49668864513700733, + "TN": 182698.57142857142, + "TP": 10253.57142857143, + "n_pred": 13070.57142857143, + "n_ref": 14749.57142857143 + }, + "3": { + "Dice": 0.10569782133062156, + "FN": 8384.57142857143, + "FP": 1002.2857142857143, + "IoU": 0.06280670914817256, + "TN": 188918.2857142857, + "TP": 1960.0, + "n_pred": 2962.285714285714, + "n_ref": 10344.57142857143 + }, + "4": { + "Dice": 0.15174013921113688, + "FN": 22.428571428571427, + "FP": 499.85714285714283, + "IoU": 0.08209892041174993, + "TN": 199696.14285714287, + "TP": 46.714285714285715, + "n_pred": 546.5714285714286, + "n_ref": 69.14285714285714 + }, + "5": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 200265.14285714287, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.9028257647692252, + "FN": 2823.0, + "FP": 2407.0, + "IoU": 0.8266004432446257, + "TN": 169506.57142857142, + "TP": 25528.571428571428, + "n_pred": 27935.571428571428, + "n_ref": 28351.571428571428 + }, + "7": { + "Dice": 0.0, + "FN": 199.0, + "FP": 3243.1428571428573, + "IoU": 0.0, + "TN": 196823.0, + "TP": 0.0, + "n_pred": 3243.1428571428573, + "n_ref": 199.0 + }, + "8": { + "Dice": 0.0, + "FN": 0.0, + "FP": 0.8571428571428571, + "IoU": 0.0, + "TN": 200264.2857142857, + "TP": 0.0, + "n_pred": 0.8571428571428571, + "n_ref": 0.0 + }, + "9": { + "Dice": 0.30930063670601743, + "FN": 168.28571428571428, + "FP": 270.14285714285717, + "IoU": 0.28850031505986135, + "TN": 197210.42857142858, + "TP": 2616.285714285714, + "n_pred": 2886.4285714285716, + "n_ref": 2784.5714285714284 + } + }, + "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_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.0, + "FN": 2024, + "FP": 0, + "IoU": 0.0, + "TN": 173208, + "TP": 0, + "n_pred": 0, + "n_ref": 2024 + }, + "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": 0.7795549146209564, + "FN": 12848, + "FP": 604, + "IoU": 0.638746408142439, + "TN": 137995, + "TP": 23785, + "n_pred": 24389, + "n_ref": 36633 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5326, + "IoU": 0.0, + "TN": 169906, + "TP": 0, + "n_pred": 5326, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.948276930065454, + "FN": 1190, + "FP": 1315, + "IoU": 0.9016412753258992, + "TN": 149764, + "TP": 22963, + "n_pred": 24278, + "n_ref": 24153 + }, + "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": 6, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 130, + "IoU": 0.0, + "TN": 175102, + "TP": 0, + "n_pred": 130, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.8238134094927241, + "FN": 1045, + "FP": 4137, + "IoU": 0.7004104758050529, + "TN": 157935, + "TP": 12115, + "n_pred": 16252, + "n_ref": 13160 + }, + "11": { + "Dice": 0.5900948366701791, + "FN": 1127, + "FP": 40, + "IoU": 0.41853512705530643, + "TN": 173225, + "TP": 840, + "n_pred": 880, + "n_ref": 1967 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.637401768172888, + "FN": 9323, + "FP": 2489, + "IoU": 0.467784085788952, + "TN": 153038, + "TP": 10382, + "n_pred": 12871, + "n_ref": 19705 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.95020040630319, + "FN": 834, + "FP": 73, + "IoU": 0.9051255230125523, + "TN": 165672, + "TP": 8653, + "n_pred": 8726, + "n_ref": 9487 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.15174013921113688, + "FN": 157, + "FP": 3499, + "IoU": 0.08209892041174993, + "TN": 171249, + "TP": 327, + "n_pred": 3826, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9289046794199087, + "FN": 4150, + "FP": 1473, + "IoU": 0.8672474443421394, + "TN": 132875, + "TP": 36734, + "n_pred": 38207, + "n_ref": 40884 + }, + "7": { + "Dice": 0.0, + "FN": 1393, + "FP": 535, + "IoU": 0.0, + "TN": 173304, + "TP": 0, + "n_pred": 535, + "n_ref": 1393 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9279019101180523, + "FN": 1178, + "FP": 1668, + "IoU": 0.8655009451795841, + "TN": 154072, + "TP": 18314, + "n_pred": 19982, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.03211930025810152, + "FN": 11, + "FP": 10114, + "IoU": 0.01632177207811134, + "TN": 340171, + "TP": 168, + "n_pred": 10282, + "n_ref": 179 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3166430686059982, + "FN": 5307, + "FP": 2, + "IoU": 0.18810215629301116, + "TN": 343925, + "TP": 1230, + "n_pred": 1232, + "n_ref": 6537 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.9170011934468916, + "FN": 14191, + "FP": 2639, + "IoU": 0.8467241033860949, + "TN": 240662, + "TP": 92972, + "n_pred": 95611, + "n_ref": 107163 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3742, + "IoU": 0.0, + "TN": 346722, + "TP": 0, + "n_pred": 3742, + "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_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9173789173789174, + "FN": 58, + "FP": 0, + "IoU": 0.8473684210526315, + "TN": 174852, + "TP": 322, + "n_pred": 322, + "n_ref": 380 + }, + "10": { + "Dice": 0.4273966430100259, + "FN": 3320, + "FP": 1763, + "IoU": 0.27177650429799427, + "TN": 168252, + "TP": 1897, + "n_pred": 3660, + "n_ref": 5217 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1426, + "FP": 0, + "IoU": 0.0, + "TN": 173806, + "TP": 0, + "n_pred": 0, + "n_ref": 1426 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 18920, + "IoU": 0.0, + "TN": 156312, + "TP": 0, + "n_pred": 18920, + "n_ref": 0 + }, + "3": { + "Dice": 0.31709346399186467, + "FN": 58692, + "FP": 404, + "IoU": 0.1884201274445177, + "TN": 102416, + "TP": 13720, + "n_pred": 14124, + "n_ref": 72412 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 17961, + "IoU": 0.0, + "TN": 157271, + "TP": 0, + "n_pred": 17961, + "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": 93, + "IoU": 0.0, + "TN": 175139, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.0, + "FN": 0, + "FP": 289, + "IoU": 0.0, + "TN": 174943, + "TP": 0, + "n_pred": 289, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8581014895796976, + "FN": 12483, + "FP": 120, + "IoU": 0.7514691382370341, + "TN": 124522, + "TP": 38107, + "n_pred": 38227, + "n_ref": 50590 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1286, + "IoU": 0.0, + "TN": 173946, + "TP": 0, + "n_pred": 1286, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8171202561446463, + "FN": 230, + "FP": 11422, + "IoU": 0.6907889499243691, + "TN": 137549, + "TP": 26031, + "n_pred": 37453, + "n_ref": 26261 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 464, + "IoU": 0.0, + "TN": 174768, + "TP": 0, + "n_pred": 464, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650483/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 2041.5207142857143, + "FP": 1250.4933333333333, + "IoU": NaN, + "TN": 174517.85285714286, + "TP": 2428.7616666666663, + "n_pred": 3679.255, + "n_ref": 4470.282380952382 + }, + "mean": { + "1": { + "Dice": 0.24982789792141685, + "FN": 3227.8964285714287, + "FP": 1339.6714285714286, + "IoU": 0.21321585225770195, + "TN": 172531.88571428572, + "TP": 3139.175, + "n_pred": 4478.846428571428, + "n_ref": 6367.071428571428 + }, + "10": { + "Dice": 0.32170311738652063, + "FN": 2206.5642857142857, + "FP": 1695.8714285714286, + "IoU": 0.2347619345591733, + "TN": 174055.625, + "TP": 2280.567857142857, + "n_pred": 3976.4392857142857, + "n_ref": 4487.132142857143 + }, + "11": { + "Dice": 0.17780261704225891, + "FN": 248.4035714285714, + "FP": 6.492857142857143, + "IoU": 0.11994046662117777, + "TN": 179949.65714285715, + "TP": 34.075, + "n_pred": 40.56785714285714, + "n_ref": 282.4785714285714 + }, + "12": { + "Dice": NaN, + "FN": 277.59285714285716, + "FP": 1.1928571428571428, + "IoU": NaN, + "TN": 179933.61785714288, + "TP": 26.225, + "n_pred": 27.417857142857144, + "n_ref": 303.8178571428572 + }, + "13": { + "Dice": 0.11983522904573549, + "FN": 2337.6964285714284, + "FP": 931.1892857142857, + "IoU": 0.07792772216277899, + "TN": 176078.26428571428, + "TP": 891.4785714285714, + "n_pred": 1822.6678571428572, + "n_ref": 3229.175 + }, + "14": { + "Dice": NaN, + "FN": 1884.15, + "FP": 1307.85, + "IoU": NaN, + "TN": 173473.30357142858, + "TP": 3573.325, + "n_pred": 4881.175, + "n_ref": 5457.475 + }, + "15": { + "Dice": NaN, + "FN": 620.925, + "FP": 1030.975, + "IoU": NaN, + "TN": 177167.27857142856, + "TP": 1419.45, + "n_pred": 2450.425, + "n_ref": 2040.375 + }, + "2": { + "Dice": 0.2687372658034574, + "FN": 1513.3, + "FP": 1179.35, + "IoU": 0.22665206388089146, + "TN": 174602.86428571428, + "TP": 2943.114285714286, + "n_pred": 4122.464285714285, + "n_ref": 4456.414285714285 + }, + "3": { + "Dice": 0.20751535001643528, + "FN": 3817.0642857142857, + "FP": 517.7071428571428, + "IoU": 0.15506661147526288, + "TN": 175048.45714285714, + "TP": 855.4, + "n_pred": 1373.1071428571427, + "n_ref": 4672.464285714285 + }, + "4": { + "Dice": 0.12242812764679493, + "FN": 607.5607142857143, + "FP": 270.6464285714286, + "IoU": 0.08165508863918539, + "TN": 179050.25357142856, + "TP": 310.16785714285714, + "n_pred": 580.8142857142857, + "n_ref": 917.7285714285714 + }, + "5": { + "Dice": NaN, + "FN": 1020.825, + "FP": 106.925, + "IoU": NaN, + "TN": 178953.52857142856, + "TP": 157.35, + "n_pred": 264.275, + "n_ref": 1178.175 + }, + "6": { + "Dice": 0.4474285284667855, + "FN": 3540.575, + "FP": 6492.675, + "IoU": 0.38905920324273474, + "TN": 156459.38928571428, + "TP": 13745.989285714284, + "n_pred": 20238.664285714283, + "n_ref": 17286.564285714285 + }, + "7": { + "Dice": 0.15247659330227314, + "FN": 6586.05, + "FP": 2588.4285714285716, + "IoU": 0.10854903090732919, + "TN": 167590.775, + "TP": 3473.375, + "n_pred": 6061.803571428572, + "n_ref": 10059.425 + }, + "8": { + "Dice": 0.4213540568000382, + "FN": 1854.6, + "FP": 628.0964285714285, + "IoU": 0.3522339133667164, + "TN": 175420.45714285714, + "TP": 2335.475, + "n_pred": 2963.5714285714284, + "n_ref": 4190.075 + }, + "9": { + "Dice": 0.2833545474035908, + "FN": 879.6071428571429, + "FP": 660.3285714285714, + "IoU": 0.21648133012724155, + "TN": 177452.43571428573, + "TP": 1246.2571428571428, + "n_pred": 1906.5857142857144, + "n_ref": 2125.8642857142854 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/loop_001/summary.json b/nnActive_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8c61d1b57a16efa7a93cd6645dafd1e9db9f034b --- /dev/null +++ b/nnActive_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.43890585425355155, + "FN": 61610.45599999999, + "FP": 105984.44266666668, + "IoU": 0.3135636375920937, + "TN": 96164385.86666664, + "TP": 124980.07466666665, + "n_pred": 230964.51733333335, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.6285131892904334, + "FN": 58667.5, + "FP": 86987.0, + "IoU": 0.48932939869392583, + "TN": 96175685.7, + "TP": 135620.64, + "n_pred": 222607.64, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.39722278687921997, + "FN": 39747.1, + "FP": 57244.24, + "IoU": 0.2629459480266065, + "TN": 96325494.04, + "TP": 34475.46, + "n_pred": 91719.7, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.4881469802737255, + "FN": 2149.54, + "FP": 548.84, + "IoU": 0.3490720518057695, + "TN": 96452711.62, + "TP": 1550.84, + "n_pred": 2099.68, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.16642704215958473, + "FN": 3750.7, + "FP": 236.38, + "IoU": 0.10312506854803707, + "TN": 96452487.8, + "TP": 485.96, + "n_pred": 722.34, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.3000976104073126, + "FN": 42076.2, + "FP": 28751.08, + "IoU": 0.1853365589608605, + "TN": 96370351.62, + "TP": 15781.94, + "n_pred": 44533.02, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.483965702744674, + "FN": 43881.2, + "FP": 136002.86, + "IoU": 0.3624812535169601, + "TN": 96182599.84, + "TP": 94476.94, + "n_pred": 230479.8, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.49926825965363053, + "FN": 34639.56, + "FP": 9454.84, + "IoU": 0.3672055620544482, + "TN": 96393458.96, + "TP": 19407.48, + "n_pred": 28862.32, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.4918789344214726, + "FN": 65012.44, + "FP": 122847.82, + "IoU": 0.33635225244791367, + "TN": 96177271.32, + "TP": 91829.26, + "n_pred": 214677.08, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.39699293824435083, + "FN": 95536.34, + "FP": 42987.12, + "IoU": 0.2826903443153134, + "TN": 96250571.14, + "TP": 67866.24, + "n_pred": 110853.36, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.2922613922943577, + "FN": 21508.74, + "FP": 4934.92, + "IoU": 0.19886696735839163, + "TN": 96425448.42, + "TP": 5068.76, + "n_pred": 10003.68, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.22228857450241896, + "FN": 14875.62, + "FP": 938.22, + "IoU": 0.14347755558225397, + "TN": 96438870.46, + "TP": 2276.54, + "n_pred": 3214.76, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.6980642412816447, + "FN": 205609.6, + "FP": 833338.36, + "IoU": 0.5486157597518739, + "TN": 94264398.86, + "TP": 1153614.02, + "n_pred": 1986952.38, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.38999836797819015, + "FN": 210867.8, + "FP": 199079.62, + "IoU": 0.25396990368108574, + "TN": 95918956.56, + "TP": 128056.86, + "n_pred": 327136.48, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.6700875302400613, + "FN": 33963.1, + "FP": 58232.24, + "IoU": 0.5117919314387809, + "TN": 96266359.42, + "TP": 98406.08, + "n_pred": 156638.32, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.4583742634321959, + "FN": 51871.4, + "FP": 8183.1, + "IoU": 0.30819400769918426, + "TN": 96371122.24, + "TP": 25784.1, + "n_pred": 33967.2, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.38945391076464775, + "FN": 16602, + "FP": 221964, + "IoU": 0.24181481881685915, + "TN": 119278666, + "TP": 76088, + "n_pred": 298052, + "n_ref": 92690 + }, + "10": { + "Dice": 0.5177154212836605, + "FN": 34173, + "FP": 42517, + "IoU": 0.34926857414384144, + "TN": 119475468, + "TP": 41162, + "n_pred": 83679, + "n_ref": 75335 + }, + "11": { + "Dice": 0.392, + "FN": 2615, + "FP": 273, + "IoU": 0.24378109452736318, + "TN": 119589501, + "TP": 931, + "n_pred": 1204, + "n_ref": 3546 + }, + "12": { + "Dice": 0.3104221143070601, + "FN": 3634, + "FP": 58, + "IoU": 0.18372761441521115, + "TN": 119588797, + "TP": 831, + "n_pred": 889, + "n_ref": 4465 + }, + "13": { + "Dice": 0.2496295631089758, + "FN": 41638, + "FP": 25208, + "IoU": 0.14261527608542296, + "TN": 119515355, + "TP": 11119, + "n_pred": 36327, + "n_ref": 52757 + }, + "14": { + "Dice": 0.37172629301226373, + "FN": 185984, + "FP": 21908, + "IoU": 0.2282947218376127, + "TN": 119323927, + "TP": 61501, + "n_pred": 83409, + "n_ref": 247485 + }, + "15": { + "Dice": 0.4223723089911355, + "FN": 17854, + "FP": 23198, + "IoU": 0.26772622678867664, + "TN": 119537259, + "TP": 15009, + "n_pred": 38207, + "n_ref": 32863 + }, + "2": { + "Dice": 0.6151667538319185, + "FN": 26114, + "FP": 117373, + "IoU": 0.4442172048758381, + "TN": 119335149, + "TP": 114684, + "n_pred": 232057, + "n_ref": 140798 + }, + "3": { + "Dice": 0.4707350943625312, + "FN": 108345, + "FP": 31147, + "IoU": 0.3078178885994293, + "TN": 119391795, + "TP": 62033, + "n_pred": 93180, + "n_ref": 170378 + }, + "4": { + "Dice": 0.24508044030482642, + "FN": 66850, + "FP": 17, + "IoU": 0.13965337553556953, + "TN": 119515599, + "TP": 10854, + "n_pred": 10871, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 549, + "IoU": 0.0, + "TN": 119528507, + "TP": 0, + "n_pred": 549, + "n_ref": 64264 + }, + "6": { + "Dice": 0.6576548631033047, + "FN": 285119, + "FP": 648563, + "IoU": 0.48992978409688737, + "TN": 117762823, + "TP": 896815, + "n_pred": 1545378, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 435607, + "IoU": 0.0, + "TN": 119157713, + "TP": 0, + "n_pred": 435607, + "n_ref": 0 + }, + "8": { + "Dice": 0.6953878264834003, + "FN": 91269, + "FP": 79775, + "IoU": 0.5330226412106618, + "TN": 119227041, + "TP": 195235, + "n_pred": 275010, + "n_ref": 286504 + }, + "9": { + "Dice": 0.541796186579523, + "FN": 45945, + "FP": 5794, + "IoU": 0.3715503838305315, + "TN": 119510992, + "TP": 30589, + "n_pred": 36383, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8060820652266112, + "FN": 22259, + "FP": 57756, + "IoU": 0.675157011842367, + "TN": 72579341, + "TP": 166304, + "n_pred": 224060, + "n_ref": 188563 + }, + "10": { + "Dice": 0.3550582384504646, + "FN": 33182, + "FP": 94946, + "IoU": 0.21584851619062773, + "TN": 72662263, + "TP": 35269, + "n_pred": 130215, + "n_ref": 68451 + }, + "11": { + "Dice": 0.5855921855921856, + "FN": 1048, + "FP": 649, + "IoU": 0.41401933701657456, + "TN": 72822764, + "TP": 1199, + "n_pred": 1848, + "n_ref": 2247 + }, + "12": { + "Dice": 0.0, + "FN": 2874, + "FP": 54, + "IoU": 0.0, + "TN": 72822732, + "TP": 0, + "n_pred": 54, + "n_ref": 2874 + }, + "13": { + "Dice": 0.3243858147738421, + "FN": 34642, + "FP": 30094, + "IoU": 0.1935921870523313, + "TN": 72745383, + "TP": 15541, + "n_pred": 45635, + "n_ref": 50183 + }, + "14": { + "Dice": 0.5962021945483843, + "FN": 10844, + "FP": 78617, + "IoU": 0.42470660107392044, + "TN": 72670155, + "TP": 66044, + "n_pred": 144661, + "n_ref": 76888 + }, + "15": { + "Dice": 0.720331694543214, + "FN": 14423, + "FP": 7364, + "IoU": 0.562905005517103, + "TN": 72775815, + "TP": 28058, + "n_pred": 35422, + "n_ref": 42481 + }, + "2": { + "Dice": 0.5687694368147459, + "FN": 10563, + "FP": 179407, + "IoU": 0.3973988897700238, + "TN": 72510410, + "TP": 125280, + "n_pred": 304687, + "n_ref": 135843 + }, + "3": { + "Dice": 0.0026435370212499706, + "FN": 126978, + "FP": 543, + "IoU": 0.0013235178949017152, + "TN": 72697970, + "TP": 169, + "n_pred": 712, + "n_ref": 127147 + }, + "4": { + "Dice": 0.6093605645430779, + "FN": 11510, + "FP": 8363, + "IoU": 0.43818731801091226, + "TN": 72790287, + "TP": 15500, + "n_pred": 23863, + "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": 0.6680107217545136, + "FN": 119332, + "FP": 962553, + "IoU": 0.5015135877327976, + "TN": 70655320, + "TP": 1088455, + "n_pred": 2051008, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.47100069644039183, + "FN": 129659, + "FP": 115684, + "IoU": 0.30804506931028164, + "TN": 72471095, + "TP": 109222, + "n_pred": 224906, + "n_ref": 238881 + }, + "8": { + "Dice": 0.615690973218354, + "FN": 21710, + "FP": 23836, + "IoU": 0.4447641106912105, + "TN": 72743630, + "TP": 36484, + "n_pred": 60320, + "n_ref": 58194 + }, + "9": { + "Dice": 0.5534563574173388, + "FN": 45219, + "FP": 7654, + "IoU": 0.3826060556522145, + "TN": 72740021, + "TP": 32766, + "n_pred": 40420, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.700059853681432, + "FN": 97464, + "FP": 41848, + "IoU": 0.5385323744820116, + "TN": 71507599, + "TP": 162577, + "n_pred": 204425, + "n_ref": 260041 + }, + "10": { + "Dice": 0.6015792614659216, + "FN": 32732, + "FP": 48049, + "IoU": 0.4301847397490248, + "TN": 71667721, + "TP": 60986, + "n_pred": 109035, + "n_ref": 93718 + }, + "11": { + "Dice": 0.4926340601060695, + "FN": 2115, + "FP": 468, + "IoU": 0.326817826426896, + "TN": 71805651, + "TP": 1254, + "n_pred": 1722, + "n_ref": 3369 + }, + "12": { + "Dice": 0.09361364537881793, + "FN": 6155, + "FP": 700, + "IoU": 0.04910528506034124, + "TN": 71802279, + "TP": 354, + "n_pred": 1054, + "n_ref": 6509 + }, + "13": { + "Dice": 0.4374953326861325, + "FN": 40467, + "FP": 19793, + "IoU": 0.2799961765479007, + "TN": 71725794, + "TP": 23434, + "n_pred": 43227, + "n_ref": 63901 + }, + "14": { + "Dice": 0.7522345418989441, + "FN": 192517, + "FP": 24641, + "IoU": 0.60286533580097, + "TN": 71262676, + "TP": 329654, + "n_pred": 354295, + "n_ref": 522171 + }, + "15": { + "Dice": 0.005204281460417952, + "FN": 180178, + "FP": 5237, + "IoU": 0.0026089295320064552, + "TN": 71623588, + "TP": 485, + "n_pred": 5722, + "n_ref": 180663 + }, + "2": { + "Dice": 0.5777444356689188, + "FN": 15568, + "FP": 176367, + "IoU": 0.4062170331115174, + "TN": 71486247, + "TP": 131306, + "n_pred": 307673, + "n_ref": 146874 + }, + "3": { + "Dice": 0.07437818842880317, + "FN": 176444, + "FP": 36387, + "IoU": 0.03862554317875889, + "TN": 71588106, + "TP": 8551, + "n_pred": 44938, + "n_ref": 184995 + }, + "4": { + "Dice": 0.6355485719567427, + "FN": 7099, + "FP": 787, + "IoU": 0.4657905432868175, + "TN": 71794726, + "TP": 6876, + "n_pred": 7663, + "n_ref": 13975 + }, + "5": { + "Dice": 0.3252556154898961, + "FN": 8323, + "FP": 58, + "IoU": 0.19421209499086625, + "TN": 71799087, + "TP": 2020, + "n_pred": 2078, + "n_ref": 10343 + }, + "6": { + "Dice": 0.7010062875025121, + "FN": 76191, + "FP": 923577, + "IoU": 0.5396533337753687, + "TN": 69637716, + "TP": 1172004, + "n_pred": 2095581, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.702644565595374, + "FN": 50257, + "FP": 106226, + "IoU": 0.5415975814814598, + "TN": 71468122, + "TP": 184883, + "n_pred": 291109, + "n_ref": 235140 + }, + "8": { + "Dice": 0.7453844302299975, + "FN": 8462, + "FP": 41255, + "IoU": 0.5941138052085885, + "TN": 71686998, + "TP": 72773, + "n_pred": 114028, + "n_ref": 81235 + }, + "9": { + "Dice": 0.41757879195295167, + "FN": 62843, + "FP": 7768, + "IoU": 0.2638859930778533, + "TN": 71713564, + "TP": 25313, + "n_pred": 33081, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7016905933061903, + "FN": 32026, + "FP": 122864, + "IoU": 0.5404648458128868, + "TN": 135108452, + "TP": 182168, + "n_pred": 305032, + "n_ref": 214194 + }, + "10": { + "Dice": 0.20523922927040486, + "FN": 74233, + "FP": 10200, + "IoU": 0.1143546441495778, + "TN": 135350175, + "TP": 10902, + "n_pred": 21102, + "n_ref": 85135 + }, + "11": { + "Dice": 0.1371571072319202, + "FN": 3272, + "FP": 188, + "IoU": 0.07362784471218206, + "TN": 135441775, + "TP": 275, + "n_pred": 463, + "n_ref": 3547 + }, + "12": { + "Dice": 0.0, + "FN": 5508, + "FP": 22, + "IoU": 0.0, + "TN": 135439980, + "TP": 0, + "n_pred": 22, + "n_ref": 5508 + }, + "13": { + "Dice": 0.4642494149904271, + "FN": 20932, + "FP": 24400, + "IoU": 0.30229479937820325, + "TN": 135380537, + "TP": 19641, + "n_pred": 44041, + "n_ref": 40573 + }, + "14": { + "Dice": 0.7035343153238726, + "FN": 18952, + "FP": 85607, + "IoU": 0.5426555624568065, + "TN": 135216888, + "TP": 124063, + "n_pred": 209670, + "n_ref": 143015 + }, + "15": { + "Dice": 0.5265771127359292, + "FN": 28073, + "FP": 13690, + "IoU": 0.35738355721737525, + "TN": 135380521, + "TP": 23226, + "n_pred": 36916, + "n_ref": 51299 + }, + "2": { + "Dice": 0.4413217754649263, + "FN": 117440, + "FP": 115740, + "IoU": 0.2831384749707174, + "TN": 135120231, + "TP": 92099, + "n_pred": 207839, + "n_ref": 209539 + }, + "3": { + "Dice": 0.6174245413852589, + "FN": 89965, + "FP": 79690, + "IoU": 0.44657565526577614, + "TN": 135138955, + "TP": 136900, + "n_pred": 216590, + "n_ref": 226865 + }, + "4": { + "Dice": 0.38215018908698, + "FN": 27999, + "FP": 592, + "IoU": 0.23620869286458474, + "TN": 135408077, + "TP": 8842, + "n_pred": 9434, + "n_ref": 36841 + }, + "5": { + "Dice": 0.10120351953612244, + "FN": 26543, + "FP": 118, + "IoU": 0.05329877139407713, + "TN": 135417348, + "TP": 1501, + "n_pred": 1619, + "n_ref": 28044 + }, + "6": { + "Dice": 0.8350819799267507, + "FN": 251788, + "FP": 305359, + "IoU": 0.7168590111381755, + "TN": 133477773, + "TP": 1410590, + "n_pred": 1715949, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.18552587115957064, + "FN": 144342, + "FP": 335301, + "IoU": 0.102247735699673, + "TN": 134911239, + "TP": 54628, + "n_pred": 389929, + "n_ref": 198970 + }, + "8": { + "Dice": 0.5891674267341054, + "FN": 129754, + "FP": 93211, + "IoU": 0.4176026538501724, + "TN": 135062670, + "TP": 159875, + "n_pred": 253086, + "n_ref": 289629 + }, + "9": { + "Dice": 0.16040375226287784, + "FN": 89262, + "FP": 2568, + "IoU": 0.08719508558477963, + "TN": 135344908, + "TP": 8772, + "n_pred": 11340, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6443952674834612, + "FN": 118335, + "FP": 33840, + "IoU": 0.4753563129624139, + "TN": 105463951, + "TP": 137879, + "n_pred": 171719, + "n_ref": 256214 + }, + "10": { + "Dice": 0.20125887576520182, + "FN": 43011, + "FP": 95688, + "IoU": 0.11188873877046608, + "TN": 105597832, + "TP": 17474, + "n_pred": 113162, + "n_ref": 60485 + }, + "11": { + "Dice": 0.641665030433929, + "FN": 835, + "FP": 990, + "IoU": 0.47239086441167966, + "TN": 105750546, + "TP": 1634, + "n_pred": 2624, + "n_ref": 2469 + }, + "12": { + "Dice": 0.35275645498953245, + "FN": 3393, + "FP": 317, + "IoU": 0.21414954458801103, + "TN": 105749284, + "TP": 1011, + "n_pred": 1328, + "n_ref": 4404 + }, + "13": { + "Dice": 0.390880571970526, + "FN": 54113, + "FP": 29379, + "IoU": 0.24291582412201557, + "TN": 105643724, + "TP": 26789, + "n_pred": 56168, + "n_ref": 80902 + }, + "14": { + "Dice": 0.8350569205008583, + "FN": 38312, + "FP": 24338, + "IoU": 0.7168220792898178, + "TN": 105532766, + "TP": 158589, + "n_pred": 182927, + "n_ref": 196901 + }, + "15": { + "Dice": 0.7995673605447001, + "FN": 5385, + "FP": 5919, + "IoU": 0.6660659950961567, + "TN": 105720154, + "TP": 22547, + "n_pred": 28466, + "n_ref": 27932 + }, + "2": { + "Dice": 0.546776684942729, + "FN": 42095, + "FP": 141581, + "IoU": 0.37625097208214053, + "TN": 105459534, + "TP": 110795, + "n_pred": 252376, + "n_ref": 152890 + }, + "3": { + "Dice": 0.6514379940831272, + "FN": 70720, + "FP": 37085, + "IoU": 0.48306120981083217, + "TN": 105545460, + "TP": 100740, + "n_pred": 137825, + "n_ref": 171460 + }, + "4": { + "Dice": 0.1796776894097949, + "FN": 35703, + "FP": 11331, + "IoU": 0.09870652486346651, + "TN": 105701820, + "TP": 5151, + "n_pred": 16482, + "n_ref": 40854 + }, + "5": { + "Dice": 0.05971404541631623, + "FN": 11939, + "FP": 1477, + "IoU": 0.030775899436497615, + "TN": 105740163, + "TP": 426, + "n_pred": 1903, + "n_ref": 12365 + }, + "6": { + "Dice": 0.696072636661486, + "FN": 227037, + "FP": 916559, + "IoU": 0.5338277700372009, + "TN": 103300843, + "TP": 1309566, + "n_pred": 2226125, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.49211121699869764, + "FN": 95134, + "FP": 262471, + "IoU": 0.3263577675929118, + "TN": 105223152, + "TP": 173248, + "n_pred": 435719, + "n_ref": 268382 + }, + "8": { + "Dice": 0.593728887354182, + "FN": 9575, + "FP": 98667, + "IoU": 0.42220087009902046, + "TN": 105566670, + "TP": 79093, + "n_pred": 177760, + "n_ref": 88668 + }, + "9": { + "Dice": 0.5561014769610431, + "FN": 37400, + "FP": 22319, + "IoU": 0.3851388917488623, + "TN": 105656879, + "TP": 37407, + "n_pred": 59726, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6241393738826125, + "FN": 23541, + "FP": 253127, + "IoU": 0.45363560962123306, + "TN": 96631500, + "TP": 229712, + "n_pred": 482839, + "n_ref": 253253 + }, + "10": { + "Dice": 0.6169788553288655, + "FN": 29487, + "FP": 73674, + "IoU": 0.44610948842403675, + "TN": 96951632, + "TP": 83087, + "n_pred": 156761, + "n_ref": 112574 + }, + "11": { + "Dice": 0.5565451184674844, + "FN": 1905, + "FP": 734, + "IoU": 0.38556461001164144, + "TN": 97133585, + "TP": 1656, + "n_pred": 2390, + "n_ref": 3561 + }, + "12": { + "Dice": 0.3488892715687963, + "FN": 3505, + "FP": 276, + "IoU": 0.21130579891531082, + "TN": 97133086, + "TP": 1013, + "n_pred": 1289, + "n_ref": 4518 + }, + "13": { + "Dice": 0.4553491808708502, + "FN": 23089, + "FP": 41042, + "IoU": 0.2947910137564741, + "TN": 97046941, + "TP": 26808, + "n_pred": 67850, + "n_ref": 49897 + }, + "14": { + "Dice": 0.6991433969299131, + "FN": 82579, + "FP": 73960, + "IoU": 0.53744847455123, + "TN": 96799455, + "TP": 181886, + "n_pred": 255846, + "n_ref": 264465 + }, + "15": { + "Dice": 0.24407582938388625, + "FN": 15677, + "FP": 25793, + "IoU": 0.13900134952766532, + "TN": 97089715, + "TP": 6695, + "n_pred": 32488, + "n_ref": 22372 + }, + "2": { + "Dice": 0.3155454259666772, + "FN": 93838, + "FP": 97760, + "IoU": 0.1873279522232072, + "TN": 96902117, + "TP": 44165, + "n_pred": 141925, + "n_ref": 138003 + }, + "3": { + "Dice": 0.6392430668841762, + "FN": 36008, + "FP": 102207, + "IoU": 0.469770207542103, + "TN": 96877210, + "TP": 122455, + "n_pred": 224662, + "n_ref": 158463 + }, + "4": { + "Dice": 0.035544447915581937, + "FN": 26984, + "FP": 801, + "IoU": 0.018093790861222037, + "TN": 97109583, + "TP": 512, + "n_pred": 1313, + "n_ref": 27496 + }, + "5": { + "Dice": 0.15284741647754263, + "FN": 13185, + "FP": 2866, + "IoU": 0.08274758557631864, + "TN": 97120381, + "TP": 1448, + "n_pred": 4314, + "n_ref": 14633 + }, + "6": { + "Dice": 0.5948334537194923, + "FN": 216083, + "FP": 1533446, + "IoU": 0.4233188267213046, + "TN": 94104091, + "TP": 1284260, + "n_pred": 2817706, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.5990556305981914, + "FN": 100358, + "FP": 105640, + "IoU": 0.4276084359109728, + "TN": 96777990, + "TP": 153892, + "n_pred": 259532, + "n_ref": 254250 + }, + "8": { + "Dice": 0.6640985159456899, + "FN": 12380, + "FP": 104638, + "IoU": 0.4971163846081119, + "TN": 96905186, + "TP": 115676, + "n_pred": 220314, + "n_ref": 128056 + }, + "9": { + "Dice": 0.5650837797005905, + "FN": 35665, + "FP": 15001, + "IoU": 0.39380959787511516, + "TN": 97054299, + "TP": 32915, + "n_pred": 47916, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5871134137236714, + "FN": 17803, + "FP": 201197, + "IoU": 0.41554178475925124, + "TN": 130392086, + "TP": 155706, + "n_pred": 356903, + "n_ref": 173509 + }, + "10": { + "Dice": 0.20987602996566088, + "FN": 64627, + "FP": 30402, + "IoU": 0.11724105898745936, + "TN": 130659142, + "TP": 12621, + "n_pred": 43023, + "n_ref": 77248 + }, + "11": { + "Dice": 0.658753709198813, + "FN": 1829, + "FP": 471, + "IoU": 0.4911504424778761, + "TN": 130762272, + "TP": 2220, + "n_pred": 2691, + "n_ref": 4049 + }, + "12": { + "Dice": 0.023752969121140142, + "FN": 3288, + "FP": 0, + "IoU": 0.01201923076923077, + "TN": 130763464, + "TP": 40, + "n_pred": 40, + "n_ref": 3328 + }, + "13": { + "Dice": 0.1499270543208473, + "FN": 53454, + "FP": 36278, + "IoU": 0.08103845563008859, + "TN": 130669147, + "TP": 7913, + "n_pred": 44191, + "n_ref": 61367 + }, + "14": { + "Dice": 0.6244145939212871, + "FN": 24831, + "FP": 137088, + "IoU": 0.45392644554238404, + "TN": 130470277, + "TP": 134596, + "n_pred": 271684, + "n_ref": 159427 + }, + "15": { + "Dice": 0.7342057761732852, + "FN": 10893, + "FP": 2065, + "IoU": 0.580035650623886, + "TN": 130735937, + "TP": 17897, + "n_pred": 19962, + "n_ref": 28790 + }, + "2": { + "Dice": 0.5467749339158238, + "FN": 79972, + "FP": 63195, + "IoU": 0.3762493138032293, + "TN": 130537266, + "TP": 86359, + "n_pred": 149554, + "n_ref": 166331 + }, + "3": { + "Dice": 0.5264785268932202, + "FN": 93686, + "FP": 36486, + "IoU": 0.35729274157314467, + "TN": 130564255, + "TP": 72365, + "n_pred": 108851, + "n_ref": 166051 + }, + "4": { + "Dice": 0.3634526637721526, + "FN": 23281, + "FP": 30, + "IoU": 0.22208502970032704, + "TN": 130736826, + "TP": 6655, + "n_pred": 6685, + "n_ref": 29936 + }, + "5": { + "Dice": 0.4112940944784974, + "FN": 22955, + "FP": 960, + "IoU": 0.2588862375654653, + "TN": 130734523, + "TP": 8354, + "n_pred": 9314, + "n_ref": 31309 + }, + "6": { + "Dice": 0.6896621895986744, + "FN": 232283, + "FP": 762026, + "IoU": 0.5263239632743614, + "TN": 128667659, + "TP": 1104824, + "n_pred": 1866850, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.3244535074865744, + "FN": 318345, + "FP": 211376, + "IoU": 0.19364040862863413, + "TN": 130109863, + "TP": 127208, + "n_pred": 338584, + "n_ref": 445553 + }, + "8": { + "Dice": 0.7934659191896803, + "FN": 40488, + "FP": 58283, + "IoU": 0.6576407014187126, + "TN": 130478291, + "TP": 189730, + "n_pred": 248013, + "n_ref": 230218 + }, + "9": { + "Dice": 0.17811988436487758, + "FN": 91801, + "FP": 2587, + "IoU": 0.09776707195840025, + "TN": 130662176, + "TP": 10228, + "n_pred": 12815, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6151010472686103, + "FN": 65022, + "FP": 104959, + "IoU": 0.4441486839566649, + "TN": 71930205, + "TP": 135822, + "n_pred": 240781, + "n_ref": 200844 + }, + "10": { + "Dice": 0.17476366780056005, + "FN": 44065, + "FP": 131575, + "IoU": 0.09574851470875936, + "TN": 72041770, + "TP": 18598, + "n_pred": 150173, + "n_ref": 62663 + }, + "11": { + "Dice": 0.005936920222634508, + "FN": 2679, + "FP": 0, + "IoU": 0.00297729810197246, + "TN": 72233321, + "TP": 8, + "n_pred": 8, + "n_ref": 2687 + }, + "12": { + "Dice": 0.0, + "FN": 4071, + "FP": 45, + "IoU": 0.0, + "TN": 72231892, + "TP": 0, + "n_pred": 45, + "n_ref": 4071 + }, + "13": { + "Dice": 0.3560895951643959, + "FN": 48523, + "FP": 30734, + "IoU": 0.216611315383703, + "TN": 72134836, + "TP": 21915, + "n_pred": 52649, + "n_ref": 70438 + }, + "14": { + "Dice": 0.1334524478484815, + "FN": 29553, + "FP": 545650, + "IoU": 0.07149694509237363, + "TN": 71616513, + "TP": 44292, + "n_pred": 589942, + "n_ref": 73845 + }, + "15": { + "Dice": 0.7201524971406786, + "FN": 4704, + "FP": 13647, + "IoU": 0.5626861759168792, + "TN": 72194045, + "TP": 23612, + "n_pred": 37259, + "n_ref": 28316 + }, + "2": { + "Dice": 0.09196802917270294, + "FN": 117106, + "FP": 84093, + "IoU": 0.04820046549473007, + "TN": 72024620, + "TP": 10189, + "n_pred": 94282, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7666145024216394, + "FN": 34021, + "FP": 47705, + "IoU": 0.6215530374946169, + "TN": 72020057, + "TP": 134225, + "n_pred": 181930, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1303, + "IoU": 0.0, + "TN": 72234705, + "TP": 0, + "n_pred": 1303, + "n_ref": 0 + }, + "5": { + "Dice": 0.7782879426379018, + "FN": 2040, + "FP": 1485, + "IoU": 0.6370469522240527, + "TN": 72226296, + "TP": 6187, + "n_pred": 7672, + "n_ref": 8227 + }, + "6": { + "Dice": 0.5928900959419257, + "FN": 207638, + "FP": 1583372, + "IoU": 0.4213530828203565, + "TN": 69140839, + "TP": 1304159, + "n_pred": 2887531, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.30469353068023547, + "FN": 211175, + "FP": 373406, + "IoU": 0.17972769891127272, + "TN": 71523341, + "TP": 128086, + "n_pred": 501492, + "n_ref": 339261 + }, + "8": { + "Dice": 0.6616813986423793, + "FN": 13382, + "FP": 42040, + "IoU": 0.4944124649923827, + "TN": 72126389, + "TP": 54197, + "n_pred": 96237, + "n_ref": 67579 + }, + "9": { + "Dice": 0.3047675189742834, + "FN": 39280, + "FP": 7895, + "IoU": 0.17977918803790316, + "TN": 72178493, + "TP": 10340, + "n_pred": 18235, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0001428510206705427, + "FN": 88982, + "FP": 51004, + "IoU": 7.143061230320866e-05, + "TN": 52413124, + "TP": 10, + "n_pred": 51014, + "n_ref": 88992 + }, + "10": { + "Dice": 0.10438632696709317, + "FN": 44402, + "FP": 3336, + "IoU": 0.05506730007917656, + "TN": 52502600, + "TP": 2782, + "n_pred": 6118, + "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": 0.07217041922522932, + "FN": 20663, + "FP": 3815, + "IoU": 0.03743609909555643, + "TN": 52527690, + "TP": 952, + "n_pred": 4767, + "n_ref": 21615 + }, + "14": { + "Dice": 0.2038726945757183, + "FN": 43650, + "FP": 51531, + "IoU": 0.1135068176737948, + "TN": 52445752, + "TP": 12187, + "n_pred": 63718, + "n_ref": 55837 + }, + "15": { + "Dice": 0.4727348742758168, + "FN": 17354, + "FP": 302, + "IoU": 0.3095303273239216, + "TN": 52527549, + "TP": 7915, + "n_pred": 8217, + "n_ref": 25269 + }, + "2": { + "Dice": 0.470805064905307, + "FN": 40560, + "FP": 171916, + "IoU": 0.3078777297128264, + "TN": 52246128, + "TP": 94516, + "n_pred": 266432, + "n_ref": 135076 + }, + "3": { + "Dice": 0.0, + "FN": 143093, + "FP": 5, + "IoU": 0.0, + "TN": 52410022, + "TP": 0, + "n_pred": 5, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 5893, + "IoU": 0.0, + "TN": 52545347, + "TP": 0, + "n_pred": 5893, + "n_ref": 1880 + }, + "5": { + "Dice": 0.5239424522224608, + "FN": 3842, + "FP": 592, + "IoU": 0.35496072155949954, + "TN": 52546246, + "TP": 2440, + "n_pred": 3032, + "n_ref": 6282 + }, + "6": { + "Dice": 0.6646328021625532, + "FN": 135161, + "FP": 508356, + "IoU": 0.49771538737726156, + "TN": 51271940, + "TP": 637663, + "n_pred": 1146019, + "n_ref": 772824 + }, + "7": { + "Dice": 0.23777007831533514, + "FN": 164859, + "FP": 15977, + "IoU": 0.13492568443511083, + "TN": 52344079, + "TP": 28205, + "n_pred": 44182, + "n_ref": 193064 + }, + "8": { + "Dice": 0.633058627164615, + "FN": 23121, + "FP": 19089, + "IoU": 0.4631205403136567, + "TN": 52474499, + "TP": 36411, + "n_pred": 55500, + "n_ref": 59532 + }, + "9": { + "Dice": 0.24703159481134615, + "FN": 66616, + "FP": 3331, + "IoU": 0.1409218751919038, + "TN": 52471699, + "TP": 11474, + "n_pred": 14805, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6770651556664581, + "FN": 47706, + "FP": 186021, + "IoU": 0.5117902507190706, + "TN": 143658507, + "TP": 245016, + "n_pred": 431037, + "n_ref": 292722 + }, + "10": { + "Dice": 0.5331145873692368, + "FN": 54248, + "FP": 22874, + "IoU": 0.36343301445279935, + "TN": 144016097, + "TP": 44031, + "n_pred": 66905, + "n_ref": 98279 + }, + "11": { + "Dice": 0.4355220667384284, + "FN": 4596, + "FP": 648, + "IoU": 0.278381725608917, + "TN": 144129983, + "TP": 2023, + "n_pred": 2671, + "n_ref": 6619 + }, + "12": { + "Dice": 0.3371206673378398, + "FN": 4474, + "FP": 135, + "IoU": 0.20273309116069885, + "TN": 144131469, + "TP": 1172, + "n_pred": 1307, + "n_ref": 5646 + }, + "13": { + "Dice": 0.22295101925901126, + "FN": 89651, + "FP": 12468, + "IoU": 0.12546138101722204, + "TN": 144020481, + "TP": 14650, + "n_pred": 27118, + "n_ref": 104301 + }, + "14": { + "Dice": 0.8260138291908055, + "FN": 102902, + "FP": 26507, + "IoU": 0.7035975803884114, + "TN": 143700651, + "TP": 307190, + "n_pred": 333697, + "n_ref": 410092 + }, + "15": { + "Dice": 0.6119104138714005, + "FN": 7844, + "FP": 10957, + "IoU": 0.4408291943015198, + "TN": 144103627, + "TP": 14822, + "n_pred": 25779, + "n_ref": 22666 + }, + "2": { + "Dice": 0.4606278222077145, + "FN": 74536, + "FP": 74177, + "IoU": 0.29923096496932344, + "TN": 143925036, + "TP": 63501, + "n_pred": 137678, + "n_ref": 138037 + }, + "3": { + "Dice": 0.6593769134204338, + "FN": 56277, + "FP": 65554, + "IoU": 0.49184362109021446, + "TN": 143897499, + "TP": 117920, + "n_pred": 183474, + "n_ref": 174197 + }, + "4": { + "Dice": 0.09457805299539171, + "FN": 48543, + "FP": 1755, + "IoU": 0.049636277751535195, + "TN": 144084325, + "TP": 2627, + "n_pred": 4382, + "n_ref": 51170 + }, + "5": { + "Dice": 0.20053739125808082, + "FN": 28363, + "FP": 1688, + "IoU": 0.11144293317563572, + "TN": 144103430, + "TP": 3769, + "n_pred": 5457, + "n_ref": 32132 + }, + "6": { + "Dice": 0.7291065677999111, + "FN": 141872, + "FP": 762250, + "IoU": 0.5736960702816197, + "TN": 142016411, + "TP": 1216717, + "n_pred": 1978967, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.5207035199510922, + "FN": 116191, + "FP": 128417, + "IoU": 0.3519940234927598, + "TN": 143759772, + "TP": 132870, + "n_pred": 261287, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7426638989529156, + "FN": 35203, + "FP": 99181, + "IoU": 0.5906645791323737, + "TN": 143808952, + "TP": 193914, + "n_pred": 293095, + "n_ref": 229117 + }, + "9": { + "Dice": 0.4601240111182382, + "FN": 64332, + "FP": 6368, + "IoU": 0.2988058872535407, + "TN": 144036422, + "TP": 30128, + "n_pred": 36496, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6094075731847336, + "FN": 31162, + "FP": 203229, + "IoU": 0.43823593558638774, + "TN": 111361679, + "TP": 182850, + "n_pred": 386079, + "n_ref": 214012 + }, + "10": { + "Dice": 0.3311023724576161, + "FN": 33288, + "FP": 18082, + "IoU": 0.19839585543973534, + "TN": 111714836, + "TP": 12714, + "n_pred": 30796, + "n_ref": 46002 + }, + "11": { + "Dice": 0.0453257790368272, + "FN": 3707, + "FP": 0, + "IoU": 0.02318840579710145, + "TN": 111775125, + "TP": 88, + "n_pred": 88, + "n_ref": 3795 + }, + "12": { + "Dice": 0.13453265545561205, + "FN": 4316, + "FP": 110, + "IoU": 0.07211740041928721, + "TN": 111774150, + "TP": 344, + "n_pred": 454, + "n_ref": 4660 + }, + "13": { + "Dice": 0.46948913602900044, + "FN": 31962, + "FP": 15454, + "IoU": 0.3067532201704753, + "TN": 111710523, + "TP": 20981, + "n_pred": 36435, + "n_ref": 52943 + }, + "14": { + "Dice": 0.5820241708235515, + "FN": 11526, + "FP": 104023, + "IoU": 0.41046127786366254, + "TN": 111582921, + "TP": 80450, + "n_pred": 184473, + "n_ref": 91976 + }, + "15": { + "Dice": 0.6953272563028661, + "FN": 2265, + "FP": 5155, + "IoU": 0.5329514697551457, + "TN": 111763033, + "TP": 8467, + "n_pred": 13622, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8110956072351421, + "FN": 49362, + "FP": 23744, + "IoU": 0.6822210534094317, + "TN": 111548867, + "TP": 156947, + "n_pred": 180691, + "n_ref": 206309 + }, + "3": { + "Dice": 0.5207137829669192, + "FN": 31997, + "FP": 25884, + "IoU": 0.352003403378749, + "TN": 111689597, + "TP": 31442, + "n_pred": 57326, + "n_ref": 63439 + }, + "4": { + "Dice": 0.5775337064807969, + "FN": 10476, + "FP": 1525, + "IoU": 0.40600871114630765, + "TN": 111758716, + "TP": 8203, + "n_pred": 9728, + "n_ref": 18679 + }, + "5": { + "Dice": 0.12492965672481711, + "FN": 24640, + "FP": 240, + "IoU": 0.0666266506602641, + "TN": 111752264, + "TP": 1776, + "n_pred": 2016, + "n_ref": 26416 + }, + "6": { + "Dice": 0.7599052250274885, + "FN": 331133, + "FP": 239876, + "IoU": 0.6127799587288262, + "TN": 110304283, + "TP": 903628, + "n_pred": 1143504, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.35549834964588495, + "FN": 151529, + "FP": 163428, + "IoU": 0.21617390871534517, + "TN": 111377100, + "TP": 86863, + "n_pred": 250291, + "n_ref": 238392 + }, + "8": { + "Dice": 0.5452246593384327, + "FN": 142705, + "FP": 81738, + "IoU": 0.37478272012123104, + "TN": 111419936, + "TP": 134541, + "n_pred": 216279, + "n_ref": 277246 + }, + "9": { + "Dice": 0.44541873852679603, + "FN": 55347, + "FP": 6887, + "IoU": 0.286520074289776, + "TN": 111691694, + "TP": 24992, + "n_pred": 31879, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5208291389480267, + "FN": 104611, + "FP": 7250, + "IoU": 0.3521088419613794, + "TN": 198915221, + "TP": 60793, + "n_pred": 68043, + "n_ref": 165404 + }, + "10": { + "Dice": 0.5588434666469795, + "FN": 21494, + "FP": 44237, + "IoU": 0.3877743005104132, + "TN": 198980511, + "TP": 41633, + "n_pred": 85870, + "n_ref": 63127 + }, + "11": { + "Dice": 0.6218031147306758, + "FN": 2259, + "FP": 388, + "IoU": 0.45117147003939456, + "TN": 199083052, + "TP": 2176, + "n_pred": 2564, + "n_ref": 4435 + }, + "12": { + "Dice": 0.1588089330024814, + "FN": 3047, + "FP": 4, + "IoU": 0.0862533692722372, + "TN": 199084536, + "TP": 288, + "n_pred": 292, + "n_ref": 3335 + }, + "13": { + "Dice": 0.003208953763672295, + "FN": 35512, + "FP": 15431, + "IoU": 0.0016070553650171485, + "TN": 199036850, + "TP": 82, + "n_pred": 15513, + "n_ref": 35594 + }, + "14": { + "Dice": 0.32892385181975736, + "FN": 22655, + "FP": 76471, + "IoU": 0.19683355074988454, + "TN": 198964456, + "TP": 24293, + "n_pred": 100764, + "n_ref": 46948 + }, + "15": { + "Dice": 0.2637668150253706, + "FN": 117409, + "FP": 699, + "IoU": 0.1519190033389581, + "TN": 198948610, + "TP": 21157, + "n_pred": 21856, + "n_ref": 138566 + }, + "2": { + "Dice": 0.5151864132223037, + "FN": 7451, + "FP": 222403, + "IoU": 0.3469704330631483, + "TN": 198735894, + "TP": 122127, + "n_pred": 344530, + "n_ref": 129578 + }, + "3": { + "Dice": 0.0, + "FN": 138831, + "FP": 204, + "IoU": 0.0, + "TN": 198948840, + "TP": 0, + "n_pred": 204, + "n_ref": 138831 + }, + "4": { + "Dice": 0.41239444581846446, + "FN": 11284, + "FP": 5347, + "IoU": 0.25975875728846753, + "TN": 199065408, + "TP": 5836, + "n_pred": 11183, + "n_ref": 17120 + }, + "5": { + "Dice": 0.26419304189736387, + "FN": 16871, + "FP": 937, + "IoU": 0.15220185670078554, + "TN": 199066870, + "TP": 3197, + "n_pred": 4134, + "n_ref": 20068 + }, + "6": { + "Dice": 0.7404560948691228, + "FN": 132206, + "FP": 584817, + "IoU": 0.5878763668759789, + "TN": 197348050, + "TP": 1022802, + "n_pred": 1607619, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.45887401093588825, + "FN": 85221, + "FP": 82126, + "IoU": 0.2977524317882351, + "TN": 198849573, + "TP": 70955, + "n_pred": 153081, + "n_ref": 156176 + }, + "8": { + "Dice": 0.7444071548684182, + "FN": 13439, + "FP": 58607, + "IoU": 0.5928730461907076, + "TN": 198910913, + "TP": 104916, + "n_pred": 163523, + "n_ref": 118355 + }, + "9": { + "Dice": 0.45888108912997233, + "FN": 71041, + "FP": 5273, + "IoU": 0.2977583922261484, + "TN": 198979203, + "TP": 32358, + "n_pred": 37631, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.798707864622325, + "FN": 20076, + "FP": 62738, + "IoU": 0.6648739645425372, + "TN": 130828079, + "TP": 164299, + "n_pred": 227037, + "n_ref": 184375 + }, + "10": { + "Dice": 0.25209857957716447, + "FN": 38679, + "FP": 222640, + "IoU": 0.1442292892674572, + "TN": 130769831, + "TP": 44042, + "n_pred": 266682, + "n_ref": 82721 + }, + "11": { + "Dice": 0.5768932540708194, + "FN": 1839, + "FP": 1435, + "IoU": 0.405375953505267, + "TN": 131069686, + "TP": 2232, + "n_pred": 3667, + "n_ref": 4071 + }, + "12": { + "Dice": 0.47316507107629824, + "FN": 3004, + "FP": 628, + "IoU": 0.3098992969789094, + "TN": 131069929, + "TP": 1631, + "n_pred": 2259, + "n_ref": 4635 + }, + "13": { + "Dice": 0.2434274033274658, + "FN": 68723, + "FP": 64517, + "IoU": 0.138580895425893, + "TN": 130920517, + "TP": 21435, + "n_pred": 85952, + "n_ref": 90158 + }, + "14": { + "Dice": 0.07577729750970087, + "FN": 38100, + "FP": 413490, + "IoU": 0.039380731456723314, + "TN": 130605089, + "TP": 18513, + "n_pred": 432003, + "n_ref": 56613 + }, + "15": { + "Dice": 0.4803748677381972, + "FN": 8511, + "FP": 32741, + "IoU": 0.31611405835543765, + "TN": 131014872, + "TP": 19068, + "n_pred": 51809, + "n_ref": 27579 + }, + "2": { + "Dice": 0.4561030297658325, + "FN": 90789, + "FP": 74888, + "IoU": 0.2954232300207532, + "TN": 130840048, + "TP": 69467, + "n_pred": 144355, + "n_ref": 160256 + }, + "3": { + "Dice": 0.6876068690559161, + "FN": 31228, + "FP": 113102, + "IoU": 0.5239336086445978, + "TN": 130772020, + "TP": 158842, + "n_pred": 271944, + "n_ref": 190070 + }, + "4": { + "Dice": 0.0, + "FN": 73080, + "FP": 2345, + "IoU": 0.0, + "TN": 130999767, + "TP": 0, + "n_pred": 2345, + "n_ref": 73080 + }, + "5": { + "Dice": 0.031921260889805146, + "FN": 14459, + "FP": 98, + "IoU": 0.016219503953504088, + "TN": 131060395, + "TP": 240, + "n_pred": 338, + "n_ref": 14699 + }, + "6": { + "Dice": 0.6655276898948177, + "FN": 163953, + "FP": 1146751, + "IoU": 0.49871974476739894, + "TN": 128460479, + "TP": 1304009, + "n_pred": 2450760, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.2958016698481362, + "FN": 532643, + "FP": 631625, + "IoU": 0.17357232700831066, + "TN": 129666396, + "TP": 244528, + "n_pred": 876153, + "n_ref": 777171 + }, + "8": { + "Dice": 0.6738717916729591, + "FN": 25557, + "FP": 73781, + "IoU": 0.5081498059098472, + "TN": 130873224, + "TP": 102630, + "n_pred": 176411, + "n_ref": 128187 + }, + "9": { + "Dice": 0.540456799633037, + "FN": 34320, + "FP": 18777, + "IoU": 0.3702917457305503, + "TN": 130990872, + "TP": 31223, + "n_pred": 50000, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6857792986052005, + "FN": 18133, + "FP": 162767, + "IoU": 0.5218144090086042, + "TN": 101238895, + "TP": 197405, + "n_pred": 360172, + "n_ref": 215538 + }, + "10": { + "Dice": 0.02615905977359579, + "FN": 44009, + "FP": 91053, + "IoU": 0.013252871211899822, + "TN": 101480324, + "TP": 1814, + "n_pred": 92867, + "n_ref": 45823 + }, + "11": { + "Dice": 0.5953811240154853, + "FN": 2729, + "FP": 302, + "IoU": 0.4238737882531838, + "TN": 101611939, + "TP": 2230, + "n_pred": 2532, + "n_ref": 4959 + }, + "12": { + "Dice": 0.0025468437329452427, + "FN": 5483, + "FP": 0, + "IoU": 0.0012750455373406193, + "TN": 101611710, + "TP": 7, + "n_pred": 7, + "n_ref": 5490 + }, + "13": { + "Dice": 0.46455272383503365, + "FN": 30600, + "FP": 37367, + "IoU": 0.302552051800392, + "TN": 101519749, + "TP": 29484, + "n_pred": 66851, + "n_ref": 60084 + }, + "14": { + "Dice": 0.5456991507609518, + "FN": 9850, + "FP": 76598, + "IoU": 0.37523126734505086, + "TN": 101478832, + "TP": 51920, + "n_pred": 128518, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7896194824961948, + "FN": 7327, + "FP": 6495, + "IoU": 0.6523729282462715, + "TN": 101577439, + "TP": 25939, + "n_pred": 32434, + "n_ref": 33266 + }, + "2": { + "Dice": 0.45739118669402773, + "FN": 101352, + "FP": 67083, + "IoU": 0.2965049743970997, + "TN": 101377774, + "TP": 70991, + "n_pred": 138074, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6659198857864537, + "FN": 51700, + "FP": 69982, + "IoU": 0.499160341790283, + "TN": 101374244, + "TP": 121274, + "n_pred": 191256, + "n_ref": 172974 + }, + "4": { + "Dice": 0.14248854315092233, + "FN": 14363, + "FP": 7904, + "IoU": 0.07670937512957665, + "TN": 101593083, + "TP": 1850, + "n_pred": 9754, + "n_ref": 16213 + }, + "5": { + "Dice": 0.33643122676579923, + "FN": 23493, + "FP": 3639, + "IoU": 0.2022346368715084, + "TN": 101583190, + "TP": 6878, + "n_pred": 10517, + "n_ref": 30371 + }, + "6": { + "Dice": 0.7857964748083315, + "FN": 330061, + "FP": 326150, + "IoU": 0.6471703124764766, + "TN": 99757348, + "TP": 1203641, + "n_pred": 1529791, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.41881612409835917, + "FN": 242727, + "FP": 271007, + "IoU": 0.26487502844002697, + "TN": 100918361, + "TP": 185105, + "n_pred": 456112, + "n_ref": 427832 + }, + "8": { + "Dice": 0.7570945186983096, + "FN": 68496, + "FP": 36385, + "IoU": 0.60913281829396, + "TN": 101348871, + "TP": 163448, + "n_pred": 199833, + "n_ref": 231944 + }, + "9": { + "Dice": 0.41454710144927537, + "FN": 58115, + "FP": 6519, + "IoU": 0.2614692002696619, + "TN": 101529683, + "TP": 22883, + "n_pred": 29402, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7177261825284968, + "FN": 66454, + "FP": 47706, + "IoU": 0.5597292658940589, + "TN": 118922917, + "TP": 145135, + "n_pred": 192841, + "n_ref": 211589 + }, + "10": { + "Dice": 0.5260852502183793, + "FN": 18414, + "FP": 93891, + "IoU": 0.35693058251593285, + "TN": 119007573, + "TP": 62334, + "n_pred": 156225, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6272433068549573, + "FN": 1906, + "FP": 628, + "IoU": 0.4569224174882126, + "TN": 119177546, + "TP": 2132, + "n_pred": 2760, + "n_ref": 4038 + }, + "12": { + "Dice": 0.17682926829268292, + "FN": 3613, + "FP": 1247, + "IoU": 0.09698996655518395, + "TN": 119176830, + "TP": 522, + "n_pred": 1769, + "n_ref": 4135 + }, + "13": { + "Dice": 0.1271942977093954, + "FN": 24804, + "FP": 88707, + "IoU": 0.06791644085332808, + "TN": 119060430, + "TP": 8271, + "n_pred": 96978, + "n_ref": 33075 + }, + "14": { + "Dice": 0.01625460347164741, + "FN": 64512, + "FP": 99500, + "IoU": 0.008193896001015923, + "TN": 119016845, + "TP": 1355, + "n_pred": 100855, + "n_ref": 65867 + }, + "15": { + "Dice": 0.14931581168244018, + "FN": 18243, + "FP": 9981, + "IoU": 0.0806814110289567, + "TN": 119151511, + "TP": 2477, + "n_pred": 12458, + "n_ref": 20720 + }, + "2": { + "Dice": 0.46929662935329336, + "FN": 46396, + "FP": 286277, + "IoU": 0.30658887825864023, + "TN": 118702449, + "TP": 147090, + "n_pred": 433367, + "n_ref": 193486 + }, + "3": { + "Dice": 0.40400334192021164, + "FN": 138973, + "FP": 32233, + "IoU": 0.2531354560643537, + "TN": 118952979, + "TP": 58027, + "n_pred": 90260, + "n_ref": 197000 + }, + "4": { + "Dice": 0.07303207279923941, + "FN": 41455, + "FP": 6320, + "IoU": 0.03789999395855569, + "TN": 119132555, + "TP": 1882, + "n_pred": 8202, + "n_ref": 43337 + }, + "5": { + "Dice": 0.09056684952135097, + "FN": 16880, + "FP": 30, + "IoU": 0.047431275349256424, + "TN": 119164460, + "TP": 842, + "n_pred": 872, + "n_ref": 17722 + }, + "6": { + "Dice": 0.6213252570154514, + "FN": 130420, + "FP": 1830209, + "IoU": 0.45066848448272095, + "TN": 115613094, + "TP": 1608489, + "n_pred": 3438698, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.4643857484842569, + "FN": 129924, + "FP": 256925, + "IoU": 0.30241041851876566, + "TN": 118627661, + "TP": 167702, + "n_pred": 424627, + "n_ref": 297626 + }, + "8": { + "Dice": 0.8267133886049046, + "FN": 13510, + "FP": 15271, + "IoU": 0.7046133319648997, + "TN": 119084777, + "TP": 68654, + "n_pred": 83925, + "n_ref": 82164 + }, + "9": { + "Dice": 0.5866954090740678, + "FN": 41975, + "FP": 19378, + "IoU": 0.4151231184282024, + "TN": 119077313, + "TP": 43546, + "n_pred": 62924, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 36096, + "IoU": 0.0, + "TN": 61296384, + "TP": 0, + "n_pred": 36096, + "n_ref": 0 + }, + "10": { + "Dice": 0.3996783273019702, + "FN": 19518, + "FP": 25272, + "IoU": 0.24974874371859296, + "TN": 61272780, + "TP": 14910, + "n_pred": 40182, + "n_ref": 34428 + }, + "11": { + "Dice": 0.718625099920064, + "FN": 1167, + "FP": 945, + "IoU": 0.5608234560199625, + "TN": 61327671, + "TP": 2697, + "n_pred": 3642, + "n_ref": 3864 + }, + "12": { + "Dice": 0.34171195652173914, + "FN": 3844, + "FP": 32, + "IoU": 0.20606308889799263, + "TN": 61327598, + "TP": 1006, + "n_pred": 1038, + "n_ref": 4850 + }, + "13": { + "Dice": 0.41808902077151333, + "FN": 35084, + "FP": 13942, + "IoU": 0.2642936462678952, + "TN": 61265842, + "TP": 17612, + "n_pred": 31554, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8944150997365741, + "FN": 39185, + "FP": 15446, + "IoU": 0.8089972100048248, + "TN": 61046458, + "TP": 231391, + "n_pred": 246837, + "n_ref": 270576 + }, + "15": { + "Dice": 0.3531486979187174, + "FN": 75805, + "FP": 6338, + "IoU": 0.21443872769351413, + "TN": 61227914, + "TP": 22423, + "n_pred": 28761, + "n_ref": 98228 + }, + "2": { + "Dice": 0.4353318120000922, + "FN": 94841, + "FP": 76638, + "IoU": 0.2782262816735415, + "TN": 61094900, + "TP": 66101, + "n_pred": 142739, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7402023865231633, + "FN": 27409, + "FP": 43655, + "IoU": 0.5875565873476495, + "TN": 61160180, + "TP": 101236, + "n_pred": 144891, + "n_ref": 128645 + }, + "4": { + "Dice": 0.4310057616187551, + "FN": 28088, + "FP": 9143, + "IoU": 0.27470194031013795, + "TN": 61281148, + "TP": 14101, + "n_pred": 23244, + "n_ref": 42189 + }, + "5": { + "Dice": 0.21316998468606432, + "FN": 7528, + "FP": 179, + "IoU": 0.11930065135413095, + "TN": 61323729, + "TP": 1044, + "n_pred": 1223, + "n_ref": 8572 + }, + "6": { + "Dice": 0.7915859023780016, + "FN": 118975, + "FP": 453471, + "IoU": 0.6550617904373506, + "TN": 59672919, + "TP": 1087115, + "n_pred": 1540586, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.24135841056076743, + "FN": 153454, + "FP": 165727, + "IoU": 0.13724138676700345, + "TN": 60962526, + "TP": 50773, + "n_pred": 216500, + "n_ref": 204227 + }, + "8": { + "Dice": 0.6375810256124514, + "FN": 30721, + "FP": 27818, + "IoU": 0.46797720642364427, + "TN": 61222449, + "TP": 51492, + "n_pred": 79310, + "n_ref": 82213 + }, + "9": { + "Dice": 0.5371144503445938, + "FN": 34850, + "FP": 14314, + "IoU": 0.3671609514983009, + "TN": 61254792, + "TP": 28524, + "n_pred": 42838, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.741345341964537, + "FN": 33603, + "FP": 66568, + "IoU": 0.5889982110912343, + "TN": 148863776, + "TP": 143553, + "n_pred": 210121, + "n_ref": 177156 + }, + "10": { + "Dice": 0.13965455591312595, + "FN": 63819, + "FP": 46861, + "IoU": 0.07506915253670725, + "TN": 148987837, + "TP": 8983, + "n_pred": 55844, + "n_ref": 72802 + }, + "11": { + "Dice": 0.7212971078001753, + "FN": 958, + "FP": 314, + "IoU": 0.5640849897189856, + "TN": 149104582, + "TP": 1646, + "n_pred": 1960, + "n_ref": 2604 + }, + "12": { + "Dice": 0.0, + "FN": 2097, + "FP": 817, + "IoU": 0.0, + "TN": 149104586, + "TP": 0, + "n_pred": 817, + "n_ref": 2097 + }, + "13": { + "Dice": 0.04227557952600736, + "FN": 82329, + "FP": 10010, + "IoU": 0.021594244360384415, + "TN": 149013123, + "TP": 2038, + "n_pred": 12048, + "n_ref": 84367 + }, + "14": { + "Dice": 0.5360575128608753, + "FN": 10485, + "FP": 132458, + "IoU": 0.3661738883666483, + "TN": 148881976, + "TP": 82581, + "n_pred": 215039, + "n_ref": 93066 + }, + "15": { + "Dice": 0.6948544438893682, + "FN": 15093, + "FP": 5064, + "IoU": 0.5323961305588419, + "TN": 149064393, + "TP": 22950, + "n_pred": 28014, + "n_ref": 38043 + }, + "2": { + "Dice": 0.7050436092972282, + "FN": 33486, + "FP": 69862, + "IoU": 0.5444535540803822, + "TN": 148880634, + "TP": 123518, + "n_pred": 193380, + "n_ref": 157004 + }, + "3": { + "Dice": 0.001952776157079409, + "FN": 60004, + "FP": 23815, + "IoU": 0.0009773423439529921, + "TN": 149023599, + "TP": 82, + "n_pred": 23897, + "n_ref": 60086 + }, + "4": { + "Dice": 0.6720405805835971, + "FN": 12452, + "FP": 608, + "IoU": 0.5060701183767634, + "TN": 149081059, + "TP": 13381, + "n_pred": 13989, + "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": 0.5733624740552398, + "FN": 240591, + "FP": 1047391, + "IoU": 0.4018977936778599, + "TN": 146954052, + "TP": 865466, + "n_pred": 1912857, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.11884209574221254, + "FN": 244913, + "FP": 203221, + "IoU": 0.06317497083749692, + "TN": 148629146, + "TP": 30220, + "n_pred": 233441, + "n_ref": 275133 + }, + "8": { + "Dice": 0.7976147855399279, + "FN": 57520, + "FP": 29536, + "IoU": 0.6633604405207983, + "TN": 148848897, + "TP": 171547, + "n_pred": 201083, + "n_ref": 229067 + }, + "9": { + "Dice": 0.36012310435580247, + "FN": 66483, + "FP": 8158, + "IoU": 0.21960374300799831, + "TN": 149011855, + "TP": 21004, + "n_pred": 29162, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.17024355202846, + "FN": 465335, + "FP": 19807, + "IoU": 0.09304164618039262, + "TN": 100177889, + "TP": 49769, + "n_pred": 69576, + "n_ref": 515104 + }, + "10": { + "Dice": 0.1822619742335144, + "FN": 22230, + "FP": 123504, + "IoU": 0.10026855996295725, + "TN": 100550825, + "TP": 16241, + "n_pred": 139745, + "n_ref": 38471 + }, + "11": { + "Dice": 0.3378980366276192, + "FN": 2457, + "FP": 1556, + "IoU": 0.20329561246773872, + "TN": 100707763, + "TP": 1024, + "n_pred": 2580, + "n_ref": 3481 + }, + "12": { + "Dice": 0.03455859252277725, + "FN": 5763, + "FP": 383, + "IoU": 0.01758312020460358, + "TN": 100706544, + "TP": 110, + "n_pred": 493, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 32316, + "IoU": 0.0, + "TN": 100641329, + "TP": 0, + "n_pred": 32316, + "n_ref": 39155 + }, + "14": { + "Dice": 0.3929118040011124, + "FN": 52876, + "FP": 259293, + "IoU": 0.24448677115501902, + "TN": 100299612, + "TP": 101019, + "n_pred": 360312, + "n_ref": 153895 + }, + "15": { + "Dice": 0.610403728648365, + "FN": 46416, + "FP": 15942, + "IoU": 0.4392669592115675, + "TN": 100601592, + "TP": 48850, + "n_pred": 64792, + "n_ref": 95266 + }, + "2": { + "Dice": 0.1954458691870757, + "FN": 182369, + "FP": 235761, + "IoU": 0.1083070138212093, + "TN": 100243883, + "TP": 50787, + "n_pred": 286548, + "n_ref": 233156 + }, + "3": { + "Dice": 0.46356175834354685, + "FN": 141870, + "FP": 48086, + "IoU": 0.30171193724244666, + "TN": 100440769, + "TP": 82075, + "n_pred": 130161, + "n_ref": 223945 + }, + "4": { + "Dice": 0.015216172059791753, + "FN": 57028, + "FP": 23742, + "IoU": 0.007666412757697127, + "TN": 100631406, + "TP": 624, + "n_pred": 24366, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0, + "FN": 16473, + "FP": 7, + "IoU": 0.0, + "TN": 100696320, + "TP": 0, + "n_pred": 7, + "n_ref": 16473 + }, + "6": { + "Dice": 0.4548000405876366, + "FN": 1172690, + "FP": 998028, + "IoU": 0.29433086495847194, + "TN": 97636687, + "TP": 905395, + "n_pred": 1903423, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.22391960296130192, + "FN": 117976, + "FP": 258572, + "IoU": 0.12607515027734584, + "TN": 100281930, + "TP": 54322, + "n_pred": 312894, + "n_ref": 172298 + }, + "8": { + "Dice": 0.5759509285963434, + "FN": 38301, + "FP": 61387, + "IoU": 0.4044459844551847, + "TN": 100545413, + "TP": 67699, + "n_pred": 129086, + "n_ref": 106000 + }, + "9": { + "Dice": 0.4944294662229734, + "FN": 59584, + "FP": 26863, + "IoU": 0.32840006836650665, + "TN": 100584082, + "TP": 42271, + "n_pred": 69134, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.45544948289578363, + "FN": 32034, + "FP": 77486, + "IoU": 0.2948750965748133, + "TN": 78795380, + "TP": 45800, + "n_pred": 123286, + "n_ref": 77834 + }, + "10": { + "Dice": 0.17005913752242574, + "FN": 35105, + "FP": 2366, + "IoU": 0.09293149358508836, + "TN": 78909390, + "TP": 3839, + "n_pred": 6205, + "n_ref": 38944 + }, + "11": { + "Dice": 0.31051873198847263, + "FN": 937, + "FP": 977, + "IoU": 0.1837953091684435, + "TN": 78948355, + "TP": 431, + "n_pred": 1408, + "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": 0.18056717098760738, + "FN": 52280, + "FP": 12388, + "IoU": 0.09924365885253437, + "TN": 78878907, + "TP": 7125, + "n_pred": 19513, + "n_ref": 59405 + }, + "14": { + "Dice": 0.08004068539237931, + "FN": 17039, + "FP": 218121, + "IoU": 0.041688740372468315, + "TN": 78705310, + "TP": 10230, + "n_pred": 228351, + "n_ref": 27269 + }, + "15": { + "Dice": 0.7470736375541452, + "FN": 22038, + "FP": 3070, + "IoU": 0.5962630047114441, + "TN": 78888511, + "TP": 37081, + "n_pred": 40151, + "n_ref": 59119 + }, + "2": { + "Dice": 0.5768517838040877, + "FN": 29478, + "FP": 74162, + "IoU": 0.4053350011188699, + "TN": 78776417, + "TP": 70643, + "n_pred": 144805, + "n_ref": 100121 + }, + "3": { + "Dice": 0.0, + "FN": 84677, + "FP": 7, + "IoU": 0.0, + "TN": 78866016, + "TP": 0, + "n_pred": 7, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8074335535644251, + "FN": 3746, + "FP": 2637, + "IoU": 0.6770554009612952, + "TN": 78930935, + "TP": 13382, + "n_pred": 16019, + "n_ref": 17128 + }, + "5": { + "Dice": 0.03719076871990702, + "FN": 34126, + "FP": 668, + "IoU": 0.018947724581289124, + "TN": 78915234, + "TP": 672, + "n_pred": 1340, + "n_ref": 34798 + }, + "6": { + "Dice": 0.7703981375099203, + "FN": 210556, + "FP": 85407, + "IoU": 0.6265427542129604, + "TN": 78158205, + "TP": 496532, + "n_pred": 581939, + "n_ref": 707088 + }, + "7": { + "Dice": 0.18015253861944172, + "FN": 642610, + "FP": 71901, + "IoU": 0.09899320819052375, + "TN": 78157686, + "TP": 78503, + "n_pred": 150404, + "n_ref": 721113 + }, + "8": { + "Dice": 0.5300169890251304, + "FN": 200546, + "FP": 31001, + "IoU": 0.3605599418959485, + "TN": 78588591, + "TP": 130562, + "n_pred": 161563, + "n_ref": 331108 + }, + "9": { + "Dice": 0.31079048439622065, + "FN": 46407, + "FP": 788, + "IoU": 0.18398575281831386, + "TN": 78892864, + "TP": 10641, + "n_pred": 11429, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5428222697555257, + "FN": 13447, + "FP": 213539, + "IoU": 0.3725161718361254, + "TN": 104642700, + "TP": 134754, + "n_pred": 348293, + "n_ref": 148201 + }, + "10": { + "Dice": 0.5357467290353196, + "FN": 47720, + "FP": 20762, + "IoU": 0.3658839216267269, + "TN": 104896444, + "TP": 39514, + "n_pred": 60276, + "n_ref": 87234 + }, + "11": { + "Dice": 0.5974852777335667, + "FN": 2454, + "FP": 75, + "IoU": 0.4260099863822061, + "TN": 105000034, + "TP": 1877, + "n_pred": 1952, + "n_ref": 4331 + }, + "12": { + "Dice": 0.05356423681031011, + "FN": 4700, + "FP": 0, + "IoU": 0.027519139250982826, + "TN": 104999607, + "TP": 133, + "n_pred": 133, + "n_ref": 4833 + }, + "13": { + "Dice": 0.11953994861128105, + "FN": 70979, + "FP": 29765, + "IoU": 0.0635695230659119, + "TN": 104896857, + "TP": 6839, + "n_pred": 36604, + "n_ref": 77818 + }, + "14": { + "Dice": 0.6089636347627014, + "FN": 18212, + "FP": 48403, + "IoU": 0.4377769337890872, + "TN": 104885955, + "TP": 51870, + "n_pred": 100273, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8411875691266726, + "FN": 4966, + "FP": 2357, + "IoU": 0.7259048545869671, + "TN": 104977723, + "TP": 19394, + "n_pred": 21751, + "n_ref": 24360 + }, + "2": { + "Dice": 0.5920230075565732, + "FN": 68235, + "FP": 73056, + "IoU": 0.42047775690508027, + "TN": 104760634, + "TP": 102515, + "n_pred": 175571, + "n_ref": 170750 + }, + "3": { + "Dice": 0.5682559087204564, + "FN": 72662, + "FP": 50240, + "IoU": 0.39689768037569373, + "TN": 104800657, + "TP": 80881, + "n_pred": 131121, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5512, + "IoU": 0.0, + "TN": 104998928, + "TP": 0, + "n_pred": 5512, + "n_ref": 0 + }, + "5": { + "Dice": 0.322650259424216, + "FN": 23053, + "FP": 6451, + "IoU": 0.1923571760970135, + "TN": 104967909, + "TP": 7027, + "n_pred": 13478, + "n_ref": 30080 + }, + "6": { + "Dice": 0.5614276778172965, + "FN": 131466, + "FP": 1593999, + "IoU": 0.390267259532325, + "TN": 102174569, + "TP": 1104406, + "n_pred": 2698405, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.48386234652329074, + "FN": 76202, + "FP": 252108, + "IoU": 0.31914143508917464, + "TN": 104522240, + "TP": 153890, + "n_pred": 405998, + "n_ref": 230092 + }, + "8": { + "Dice": 0.7712662551580468, + "FN": 105721, + "FP": 48766, + "IoU": 0.6276919295133802, + "TN": 104589496, + "TP": 260457, + "n_pred": 309223, + "n_ref": 366178 + }, + "9": { + "Dice": 0.515348194626333, + "FN": 57744, + "FP": 9610, + "IoU": 0.3471172114303439, + "TN": 104901276, + "TP": 35810, + "n_pred": 45420, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.518784359349488, + "FN": 210323, + "FP": 175175, + "IoU": 0.3502422909345267, + "TN": 177082993, + "TP": 207797, + "n_pred": 382972, + "n_ref": 418120 + }, + "10": { + "Dice": 0.20298261676385468, + "FN": 55444, + "FP": 74265, + "IoU": 0.11295528838920575, + "TN": 177530062, + "TP": 16517, + "n_pred": 90782, + "n_ref": 71961 + }, + "11": { + "Dice": 0.51995199519952, + "FN": 3010, + "FP": 190, + "IoU": 0.35130752077843097, + "TN": 177671355, + "TP": 1733, + "n_pred": 1923, + "n_ref": 4743 + }, + "12": { + "Dice": 0.011651945123097163, + "FN": 5167, + "FP": 92, + "IoU": 0.0058601134215500944, + "TN": 177670998, + "TP": 31, + "n_pred": 123, + "n_ref": 5198 + }, + "13": { + "Dice": 0.21732355961613373, + "FN": 64809, + "FP": 23599, + "IoU": 0.12190858346079736, + "TN": 177575606, + "TP": 12274, + "n_pred": 35873, + "n_ref": 77083 + }, + "14": { + "Dice": 0.3422935015642845, + "FN": 16453, + "FP": 213324, + "IoU": 0.20648619154674705, + "TN": 177386719, + "TP": 59792, + "n_pred": 273116, + "n_ref": 76245 + }, + "15": { + "Dice": 0.6275293718294453, + "FN": 6531, + "FP": 13220, + "IoU": 0.4572260848058479, + "TN": 177639899, + "TP": 16638, + "n_pred": 29858, + "n_ref": 23169 + }, + "2": { + "Dice": 0.5592352685261275, + "FN": 98677, + "FP": 83685, + "IoU": 0.38815169216006656, + "TN": 177378237, + "TP": 115689, + "n_pred": 199374, + "n_ref": 214366 + }, + "3": { + "Dice": 0.5511682133901671, + "FN": 106704, + "FP": 56717, + "IoU": 0.38042250210416967, + "TN": 177412526, + "TP": 100341, + "n_pred": 157058, + "n_ref": 207045 + }, + "4": { + "Dice": 0.0, + "FN": 34433, + "FP": 6817, + "IoU": 0.0, + "TN": 177635038, + "TP": 0, + "n_pred": 6817, + "n_ref": 34433 + }, + "5": { + "Dice": 0.5012903799946605, + "FN": 19915, + "FP": 2501, + "IoU": 0.3344813253369752, + "TN": 177642606, + "TP": 11266, + "n_pred": 13767, + "n_ref": 31181 + }, + "6": { + "Dice": 0.6139292543500955, + "FN": 399145, + "FP": 1369708, + "IoU": 0.4429277915841408, + "TN": 174501021, + "TP": 1406414, + "n_pred": 2776122, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.5046869328540836, + "FN": 125558, + "FP": 350687, + "IoU": 0.3375125543558398, + "TN": 176957414, + "TP": 242629, + "n_pred": 593316, + "n_ref": 368187 + }, + "8": { + "Dice": 0.697008950550027, + "FN": 26722, + "FP": 123444, + "IoU": 0.5349299604508051, + "TN": 177353399, + "TP": 172723, + "n_pred": 296167, + "n_ref": 199445 + }, + "9": { + "Dice": 0.3816653191381094, + "FN": 101472, + "FP": 7891, + "IoU": 0.23583831184711596, + "TN": 177533173, + "TP": 33752, + "n_pred": 41643, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7572610985703536, + "FN": 46166, + "FP": 44162, + "IoU": 0.6093485105352385, + "TN": 193774311, + "TP": 140896, + "n_pred": 185058, + "n_ref": 187062 + }, + "10": { + "Dice": 0.4945704888383253, + "FN": 53138, + "FP": 16167, + "IoU": 0.32852450757172064, + "TN": 193902322, + "TP": 33908, + "n_pred": 50075, + "n_ref": 87046 + }, + "11": { + "Dice": 0.3061333333333333, + "FN": 2538, + "FP": 64, + "IoU": 0.18073047858942065, + "TN": 194002359, + "TP": 574, + "n_pred": 638, + "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": 0.41017205817080493, + "FN": 43312, + "FP": 24461, + "IoU": 0.2579977665374762, + "TN": 193914197, + "TP": 23565, + "n_pred": 48026, + "n_ref": 66877 + }, + "14": { + "Dice": 0.5449388760880697, + "FN": 7789, + "FP": 105969, + "IoU": 0.37451270405947074, + "TN": 193823664, + "TP": 68113, + "n_pred": 174082, + "n_ref": 75902 + }, + "15": { + "Dice": 0.6317306372661147, + "FN": 7157, + "FP": 8943, + "IoU": 0.46170049149085557, + "TN": 193975626, + "TP": 13809, + "n_pred": 22752, + "n_ref": 20966 + }, + "2": { + "Dice": 0.5210593919136904, + "FN": 8884, + "FP": 230127, + "IoU": 0.35231934877217325, + "TN": 193636509, + "TP": 130015, + "n_pred": 360142, + "n_ref": 138899 + }, + "3": { + "Dice": 0.004242033209483762, + "FN": 134269, + "FP": 0, + "IoU": 0.002125524878302553, + "TN": 193870980, + "TP": 286, + "n_pred": 286, + "n_ref": 134555 + }, + "4": { + "Dice": 0.7318205529473135, + "FN": 7000, + "FP": 3282, + "IoU": 0.5770638805479001, + "TN": 193981224, + "TP": 14029, + "n_pred": 17311, + "n_ref": 21029 + }, + "5": { + "Dice": 0.06400618281458582, + "FN": 26359, + "FP": 285, + "IoU": 0.03306115042641989, + "TN": 193977980, + "TP": 911, + "n_pred": 1196, + "n_ref": 27270 + }, + "6": { + "Dice": 0.5958348470925139, + "FN": 269958, + "FP": 1243010, + "IoU": 0.4243338797140557, + "TN": 191377331, + "TP": 1115236, + "n_pred": 2358246, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.6388174282330843, + "FN": 142066, + "FP": 61369, + "IoU": 0.46931061378772426, + "TN": 193622194, + "TP": 179906, + "n_pred": 241275, + "n_ref": 321972 + }, + "8": { + "Dice": 0.866467715074495, + "FN": 47597, + "FP": 12138, + "IoU": 0.7643961505087955, + "TN": 193751995, + "TP": 193805, + "n_pred": 205943, + "n_ref": 241402 + }, + "9": { + "Dice": 0.4514101070494362, + "FN": 67613, + "FP": 7258, + "IoU": 0.29149751596877216, + "TN": 193899860, + "TP": 30804, + "n_pred": 38062, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7371018823323775, + "FN": 25895, + "FP": 37276, + "IoU": 0.5836590236540147, + "TN": 99504071, + "TP": 88558, + "n_pred": 125834, + "n_ref": 114453 + }, + "10": { + "Dice": 0.5785082886659432, + "FN": 36770, + "FP": 14107, + "IoU": 0.4069726781051846, + "TN": 99570008, + "TP": 34915, + "n_pred": 49022, + "n_ref": 71685 + }, + "11": { + "Dice": 0.2371732817037754, + "FN": 3152, + "FP": 0, + "IoU": 0.13454146073585943, + "TN": 99652158, + "TP": 490, + "n_pred": 490, + "n_ref": 3642 + }, + "12": { + "Dice": 0.0, + "FN": 3568, + "FP": 294, + "IoU": 0.0, + "TN": 99651938, + "TP": 0, + "n_pred": 294, + "n_ref": 3568 + }, + "13": { + "Dice": 0.22969211911457207, + "FN": 37467, + "FP": 15950, + "IoU": 0.1297469901109464, + "TN": 99594419, + "TP": 7964, + "n_pred": 23914, + "n_ref": 45431 + }, + "14": { + "Dice": 0.3250036605007565, + "FN": 27504, + "FP": 83136, + "IoU": 0.19403246015326786, + "TN": 99518524, + "TP": 26636, + "n_pred": 109772, + "n_ref": 54140 + }, + "15": { + "Dice": 0.5057694643507834, + "FN": 23373, + "FP": 5110, + "IoU": 0.33848154771581856, + "TN": 99612743, + "TP": 14574, + "n_pred": 19684, + "n_ref": 37947 + }, + "2": { + "Dice": 0.6332647242420664, + "FN": 39681, + "FP": 47269, + "IoU": 0.4633411718234056, + "TN": 99493779, + "TP": 75071, + "n_pred": 122340, + "n_ref": 114752 + }, + "3": { + "Dice": 0.6553394428335231, + "FN": 44933, + "FP": 38033, + "IoU": 0.4873642194238825, + "TN": 99493958, + "TP": 78876, + "n_pred": 116909, + "n_ref": 123809 + }, + "4": { + "Dice": 0.4925778012207068, + "FN": 12369, + "FP": 1099, + "IoU": 0.32676830792301925, + "TN": 99635795, + "TP": 6537, + "n_pred": 7636, + "n_ref": 18906 + }, + "5": { + "Dice": 0.09481654047757716, + "FN": 6559, + "FP": 1212, + "IoU": 0.049767669356810956, + "TN": 99647622, + "TP": 407, + "n_pred": 1619, + "n_ref": 6966 + }, + "6": { + "Dice": 0.8091227287162365, + "FN": 175732, + "FP": 380241, + "IoU": 0.6794341853917522, + "TN": 97921451, + "TP": 1178376, + "n_pred": 1558617, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.30944466202940957, + "FN": 71371, + "FP": 355319, + "IoU": 0.183043201887067, + "TN": 99133508, + "TP": 95602, + "n_pred": 450921, + "n_ref": 166973 + }, + "8": { + "Dice": 0.6008538752516277, + "FN": 19436, + "FP": 88826, + "IoU": 0.42944326158905494, + "TN": 99466052, + "TP": 81486, + "n_pred": 170312, + "n_ref": 100922 + }, + "9": { + "Dice": 0.31140221308777233, + "FN": 77087, + "FP": 4496, + "IoU": 0.1844146755973208, + "TN": 99555770, + "TP": 18447, + "n_pred": 22943, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6583814483763137, + "FN": 195598, + "FP": 65210, + "IoU": 0.49073669082729315, + "TN": 62571392, + "TP": 251320, + "n_pred": 316530, + "n_ref": 446918 + }, + "10": { + "Dice": 0.48847463546668995, + "FN": 37278, + "FP": 33024, + "IoU": 0.323166681107934, + "TN": 62979651, + "TP": 33567, + "n_pred": 66591, + "n_ref": 70845 + }, + "11": { + "Dice": 0.6862871927554981, + "FN": 1423, + "FP": 517, + "IoU": 0.5224027572624323, + "TN": 63079458, + "TP": 2122, + "n_pred": 2639, + "n_ref": 3545 + }, + "12": { + "Dice": 0.2998336897125208, + "FN": 2871, + "FP": 76, + "IoU": 0.17635550586920068, + "TN": 63079942, + "TP": 631, + "n_pred": 707, + "n_ref": 3502 + }, + "13": { + "Dice": 0.3441798772008643, + "FN": 29567, + "FP": 31743, + "IoU": 0.2078606682343213, + "TN": 63006122, + "TP": 16088, + "n_pred": 47831, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 76750, + "IoU": 0.0, + "TN": 63006770, + "TP": 0, + "n_pred": 76750, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.638728105970243, + "FN": 22229, + "FP": 92865, + "IoU": 0.4692142023732112, + "TN": 62866683, + "TP": 101743, + "n_pred": 194608, + "n_ref": 123972 + }, + "3": { + "Dice": 0.17574576726686375, + "FN": 114510, + "FP": 8172, + "IoU": 0.09633841824971826, + "TN": 62947759, + "TP": 13079, + "n_pred": 21251, + "n_ref": 127589 + }, + "4": { + "Dice": 0.023978259711195184, + "FN": 17804, + "FP": 513, + "IoU": 0.012134613310322511, + "TN": 63064978, + "TP": 225, + "n_pred": 738, + "n_ref": 18029 + }, + "5": { + "Dice": 0.00105318588730911, + "FN": 16945, + "FP": 128, + "IoU": 0.0005268703898840885, + "TN": 63066438, + "TP": 9, + "n_pred": 137, + "n_ref": 16954 + }, + "6": { + "Dice": 0.7454203419589482, + "FN": 282687, + "FP": 295844, + "IoU": 0.5941594359363962, + "TN": 61658007, + "TP": 846982, + "n_pred": 1142826, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.5603713639341831, + "FN": 65999, + "FP": 76249, + "IoU": 0.38924716409195126, + "TN": 62850614, + "TP": 90658, + "n_pred": 166907, + "n_ref": 156657 + }, + "8": { + "Dice": 0.712671094794474, + "FN": 28000, + "FP": 39699, + "IoU": 0.5536045154526332, + "TN": 62931863, + "TP": 83958, + "n_pred": 123657, + "n_ref": 111958 + }, + "9": { + "Dice": 0.45960303650893863, + "FN": 27965, + "FP": 7130, + "IoU": 0.29836662068414005, + "TN": 63033501, + "TP": 14924, + "n_pred": 22054, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7848246246319622, + "FN": 55529, + "FP": 85373, + "IoU": 0.6458529694894977, + "TN": 109210955, + "TP": 256961, + "n_pred": 342334, + "n_ref": 312490 + }, + "10": { + "Dice": 0.31181250364435237, + "FN": 42474, + "FP": 158165, + "IoU": 0.18470253115692034, + "TN": 109362725, + "TP": 45454, + "n_pred": 203619, + "n_ref": 87928 + }, + "11": { + "Dice": 0.3535799117746861, + "FN": 3424, + "FP": 386, + "IoU": 0.2147568013190437, + "TN": 109603966, + "TP": 1042, + "n_pred": 1428, + "n_ref": 4466 + }, + "12": { + "Dice": 0.31021015436116794, + "FN": 3247, + "FP": 462, + "IoU": 0.18357913273167512, + "TN": 109604275, + "TP": 834, + "n_pred": 1296, + "n_ref": 4081 + }, + "13": { + "Dice": 0.18119043378851157, + "FN": 65009, + "FP": 77522, + "IoU": 0.09962034352278255, + "TN": 109450517, + "TP": 15770, + "n_pred": 93292, + "n_ref": 80779 + }, + "14": { + "Dice": 0.1910596048363834, + "FN": 53532, + "FP": 313841, + "IoU": 0.10561962425472968, + "TN": 109198061, + "TP": 43384, + "n_pred": 357225, + "n_ref": 96916 + }, + "15": { + "Dice": 0.39113934311464177, + "FN": 77002, + "FP": 5621, + "IoU": 0.24311573624521354, + "TN": 109499656, + "TP": 26539, + "n_pred": 32160, + "n_ref": 103541 + }, + "2": { + "Dice": 0.43149882738748707, + "FN": 137613, + "FP": 63828, + "IoU": 0.2751026488993807, + "TN": 109330929, + "TP": 76448, + "n_pred": 140276, + "n_ref": 214061 + }, + "3": { + "Dice": 0.7095188727721835, + "FN": 48925, + "FP": 112186, + "IoU": 0.5498095693164894, + "TN": 109250945, + "TP": 196762, + "n_pred": 308948, + "n_ref": 245687 + }, + "4": { + "Dice": 0.004344726927123994, + "FN": 50162, + "FP": 8504, + "IoU": 0.0021770929006361193, + "TN": 109550024, + "TP": 128, + "n_pred": 8632, + "n_ref": 50290 + }, + "5": { + "Dice": 0.48871604501797183, + "FN": 6405, + "FP": 2272, + "IoU": 0.323378041172801, + "TN": 109595994, + "TP": 4147, + "n_pred": 6419, + "n_ref": 10552 + }, + "6": { + "Dice": 0.6506891565157586, + "FN": 259430, + "FP": 804611, + "IoU": 0.48223814375902035, + "TN": 107553740, + "TP": 991037, + "n_pred": 1795648, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.35670111861527504, + "FN": 896023, + "FP": 193073, + "IoU": 0.2170640549056426, + "TN": 108217777, + "TP": 301945, + "n_pred": 495018, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.6565735543447845, + "FN": 9643, + "FP": 73811, + "IoU": 0.48873055645749225, + "TN": 109445589, + "TP": 79775, + "n_pred": 153586, + "n_ref": 89418 + }, + "9": { + "Dice": 0.5726316220840292, + "FN": 27254, + "FP": 14461, + "IoU": 0.40117998334816685, + "TN": 109539156, + "TP": 27947, + "n_pred": 42408, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.813640417066813, + "FN": 11331, + "FP": 10403, + "IoU": 0.6858295147371312, + "TN": 66998173, + "TP": 47445, + "n_pred": 57848, + "n_ref": 58776 + }, + "10": { + "Dice": 0.41380867648785596, + "FN": 55889, + "FP": 9010, + "IoU": 0.26088194428626743, + "TN": 66979546, + "TP": 22907, + "n_pred": 31917, + "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": 0.25724801222179783, + "FN": 30802, + "FP": 11982, + "IoU": 0.14761022453330144, + "TN": 67017159, + "TP": 7409, + "n_pred": 19391, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7111815819299592, + "FN": 13355, + "FP": 37101, + "IoU": 0.5518089840731233, + "TN": 66954775, + "TP": 62121, + "n_pred": 99222, + "n_ref": 75476 + }, + "15": { + "Dice": 0.4232039636663914, + "FN": 21112, + "FP": 6828, + "IoU": 0.268394867766431, + "TN": 67029162, + "TP": 10250, + "n_pred": 17078, + "n_ref": 31362 + }, + "2": { + "Dice": 0.4693443296861055, + "FN": 35862, + "FP": 213275, + "IoU": 0.30662959592333144, + "TN": 66708039, + "TP": 110176, + "n_pred": 323451, + "n_ref": 146038 + }, + "3": { + "Dice": 0.0, + "FN": 160370, + "FP": 2199, + "IoU": 0.0, + "TN": 66904783, + "TP": 0, + "n_pred": 2199, + "n_ref": 160370 + }, + "4": { + "Dice": 0.21367521367521367, + "FN": 11039, + "FP": 3681, + "IoU": 0.11961722488038277, + "TN": 67050632, + "TP": 2000, + "n_pred": 5681, + "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": 0.7025368140234259, + "FN": 219129, + "FP": 509762, + "IoU": 0.5414695550645939, + "TN": 65477728, + "TP": 860733, + "n_pred": 1370495, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.32674702246788645, + "FN": 274053, + "FP": 45555, + "IoU": 0.19527652235217102, + "TN": 66670187, + "TP": 77557, + "n_pred": 123112, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8085021314761486, + "FN": 10894, + "FP": 24549, + "IoU": 0.6785594442378676, + "TN": 66957089, + "TP": 74820, + "n_pred": 99369, + "n_ref": 85714 + }, + "9": { + "Dice": 0.447029579915486, + "FN": 54864, + "FP": 751, + "IoU": 0.2878545361418785, + "TN": 66989257, + "TP": 22480, + "n_pred": 23231, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.216628578005031, + "FN": 153865, + "FP": 36723, + "IoU": 0.12147137457361483, + "TN": 74302340, + "TP": 26352, + "n_pred": 63075, + "n_ref": 180217 + }, + "10": { + "Dice": 0.5436077399229907, + "FN": 28266, + "FP": 18553, + "IoU": 0.3732564054509919, + "TN": 74444578, + "TP": 27883, + "n_pred": 46436, + "n_ref": 56149 + }, + "11": { + "Dice": 0.0784313725490196, + "FN": 3247, + "FP": 43, + "IoU": 0.04081632653061224, + "TN": 74515850, + "TP": 140, + "n_pred": 183, + "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": 0.08294558427913314, + "FN": 39298, + "FP": 40129, + "IoU": 0.043267203893084714, + "TN": 74436261, + "TP": 3592, + "n_pred": 43721, + "n_ref": 42890 + }, + "14": { + "Dice": 0.22687793945278975, + "FN": 8794, + "FP": 148851, + "IoU": 0.12795393193786786, + "TN": 74338504, + "TP": 23131, + "n_pred": 171982, + "n_ref": 31925 + }, + "15": { + "Dice": 0.49783276853968006, + "FN": 17725, + "FP": 7763, + "IoU": 0.33140968469650073, + "TN": 74481158, + "TP": 12634, + "n_pred": 20397, + "n_ref": 30359 + }, + "2": { + "Dice": 0.5205319213230578, + "FN": 7409, + "FP": 238526, + "IoU": 0.3518372101603968, + "TN": 74139846, + "TP": 133499, + "n_pred": 372025, + "n_ref": 140908 + }, + "3": { + "Dice": 0.055482213792897465, + "FN": 150997, + "FP": 7120, + "IoU": 0.028532633739040678, + "TN": 74356519, + "TP": 4644, + "n_pred": 11764, + "n_ref": 155641 + }, + "4": { + "Dice": 0.002599758162031439, + "FN": 13235, + "FP": 19759, + "IoU": 0.001301570965886733, + "TN": 74486243, + "TP": 43, + "n_pred": 19802, + "n_ref": 13278 + }, + "5": { + "Dice": 0.013762357045939136, + "FN": 10083, + "FP": 93, + "IoU": 0.006928857226505319, + "TN": 74509033, + "TP": 71, + "n_pred": 164, + "n_ref": 10154 + }, + "6": { + "Dice": 0.8479366205872259, + "FN": 221186, + "FP": 275479, + "IoU": 0.7360156009988211, + "TN": 72637862, + "TP": 1384753, + "n_pred": 1660232, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.4604416724930303, + "FN": 88493, + "FP": 95948, + "IoU": 0.29907387350411757, + "TN": 74256141, + "TP": 78698, + "n_pred": 174646, + "n_ref": 167191 + }, + "8": { + "Dice": 0.6903649440805177, + "FN": 20274, + "FP": 19289, + "IoU": 0.5271429937371516, + "TN": 74435612, + "TP": 44105, + "n_pred": 63394, + "n_ref": 64379 + }, + "9": { + "Dice": 0.4250836040321486, + "FN": 66228, + "FP": 5805, + "IoU": 0.26990867903874805, + "TN": 74420617, + "TP": 26630, + "n_pred": 32435, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9062690112691562, + "FN": 32655, + "FP": 19113, + "IoU": 0.828603212862043, + "TN": 65749144, + "TP": 250268, + "n_pred": 269381, + "n_ref": 282923 + }, + "10": { + "Dice": 0.25790231216372317, + "FN": 62658, + "FP": 57475, + "IoU": 0.1480412458867582, + "TN": 65910172, + "TP": 20875, + "n_pred": 78350, + "n_ref": 83533 + }, + "11": { + "Dice": 0.8087078651685393, + "FN": 758, + "FP": 604, + "IoU": 0.6788493279886819, + "TN": 66046939, + "TP": 2879, + "n_pred": 3483, + "n_ref": 3637 + }, + "12": { + "Dice": 0.12073490813648294, + "FN": 2819, + "FP": 196, + "IoU": 0.06424581005586592, + "TN": 66047958, + "TP": 207, + "n_pred": 403, + "n_ref": 3026 + }, + "13": { + "Dice": 0.3264719470253067, + "FN": 34906, + "FP": 17578, + "IoU": 0.19508005643825532, + "TN": 65985976, + "TP": 12720, + "n_pred": 30298, + "n_ref": 47626 + }, + "14": { + "Dice": 0.2804524593302453, + "FN": 5933, + "FP": 264673, + "IoU": 0.1630966592648032, + "TN": 65727838, + "TP": 52736, + "n_pred": 317409, + "n_ref": 58669 + }, + "15": { + "Dice": 0.860482467047998, + "FN": 2106, + "FP": 5187, + "IoU": 0.7551287647315583, + "TN": 66021397, + "TP": 22490, + "n_pred": 27677, + "n_ref": 24596 + }, + "2": { + "Dice": 0.5542221045518669, + "FN": 73823, + "FP": 38986, + "IoU": 0.3833383442206248, + "TN": 65868245, + "TP": 70126, + "n_pred": 109112, + "n_ref": 143949 + }, + "3": { + "Dice": 0.74444461536095, + "FN": 35838, + "FP": 47229, + "IoU": 0.5929205708236954, + "TN": 65847124, + "TP": 120989, + "n_pred": 168218, + "n_ref": 156827 + }, + "4": { + "Dice": 0.19063778215421906, + "FN": 26382, + "FP": 331, + "IoU": 0.10536186744365184, + "TN": 66021321, + "TP": 3146, + "n_pred": 3477, + "n_ref": 29528 + }, + "5": { + "Dice": 0.45069210356451267, + "FN": 6837, + "FP": 822, + "IoU": 0.290898990834182, + "TN": 66040379, + "TP": 3142, + "n_pred": 3964, + "n_ref": 9979 + }, + "6": { + "Dice": 0.7362178077581418, + "FN": 132068, + "FP": 506703, + "IoU": 0.582551180320198, + "TN": 64521002, + "TP": 891407, + "n_pred": 1398110, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.4029331327400928, + "FN": 717007, + "FP": 52122, + "IoU": 0.2522957184825996, + "TN": 65022526, + "TP": 259525, + "n_pred": 311647, + "n_ref": 976532 + }, + "8": { + "Dice": 0.7035876035836481, + "FN": 10147, + "FP": 49803, + "IoU": 0.5427189723953288, + "TN": 65920079, + "TP": 71151, + "n_pred": 120954, + "n_ref": 81298 + }, + "9": { + "Dice": 0.35311083167014684, + "FN": 54781, + "FP": 1292, + "IoU": 0.21441080460092188, + "TN": 65979803, + "TP": 15304, + "n_pred": 16596, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7855176714729633, + "FN": 7535, + "FP": 72255, + "IoU": 0.6467921788748169, + "TN": 113246639, + "TP": 146111, + "n_pred": 218366, + "n_ref": 153646 + }, + "10": { + "Dice": 0.3835520091098626, + "FN": 57662, + "FP": 15961, + "IoU": 0.23728076082339655, + "TN": 113376013, + "TP": 22904, + "n_pred": 38865, + "n_ref": 80566 + }, + "11": { + "Dice": 0.23091655266757866, + "FN": 2808, + "FP": 3, + "IoU": 0.1305289205072688, + "TN": 113469307, + "TP": 422, + "n_pred": 425, + "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": 0.4343963896798141, + "FN": 49491, + "FP": 21822, + "IoU": 0.27746256256459095, + "TN": 113373842, + "TP": 27385, + "n_pred": 49207, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8573409033540214, + "FN": 49619, + "FP": 21591, + "IoU": 0.7503033108217093, + "TN": 113187354, + "TP": 213976, + "n_pred": 235567, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7778901088566524, + "FN": 5340, + "FP": 4107, + "IoU": 0.6365140438630242, + "TN": 113446550, + "TP": 16543, + "n_pred": 20650, + "n_ref": 21883 + }, + "2": { + "Dice": 0.6481174775334979, + "FN": 18691, + "FP": 99013, + "IoU": 0.4794184899668732, + "TN": 113246439, + "TP": 108397, + "n_pred": 207410, + "n_ref": 127088 + }, + "3": { + "Dice": 0.3546184658388001, + "FN": 93785, + "FP": 2726, + "IoU": 0.21552354786793035, + "TN": 113349514, + "TP": 26515, + "n_pred": 29241, + "n_ref": 120300 + }, + "4": { + "Dice": 0.6338698286436457, + "FN": 14039, + "FP": 5661, + "IoU": 0.46398933420401056, + "TN": 113435787, + "TP": 17053, + "n_pred": 22714, + "n_ref": 31092 + }, + "5": { + "Dice": 0.2189927072637759, + "FN": 28667, + "FP": 998, + "IoU": 0.12296002838221382, + "TN": 113438716, + "TP": 4159, + "n_pred": 5157, + "n_ref": 32826 + }, + "6": { + "Dice": 0.7996037369307906, + "FN": 212585, + "FP": 254089, + "IoU": 0.6661164829739968, + "TN": 112074825, + "TP": 931041, + "n_pred": 1185130, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.20918845180466697, + "FN": 173017, + "FP": 167270, + "IoU": 0.11681209673651809, + "TN": 113087246, + "TP": 45007, + "n_pred": 212277, + "n_ref": 218024 + }, + "8": { + "Dice": 0.7144383167458489, + "FN": 58406, + "FP": 66435, + "IoU": 0.555740207609009, + "TN": 113191531, + "TP": 156168, + "n_pred": 222603, + "n_ref": 214574 + }, + "9": { + "Dice": 0.10649348351191372, + "FN": 100221, + "FP": 764, + "IoU": 0.056241413792136666, + "TN": 113365537, + "TP": 6018, + "n_pred": 6782, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.548565912655883, + "FN": 49900, + "FP": 77306, + "IoU": 0.3779475192426184, + "TN": 74992234, + "TP": 77288, + "n_pred": 154594, + "n_ref": 127188 + }, + "10": { + "Dice": 0.6572950774182807, + "FN": 40836, + "FP": 20916, + "IoU": 0.48953054864388984, + "TN": 75075757, + "TP": 59219, + "n_pred": 80135, + "n_ref": 100055 + }, + "11": { + "Dice": 0.5259363108351692, + "FN": 2231, + "FP": 136, + "IoU": 0.35679347826086955, + "TN": 75193048, + "TP": 1313, + "n_pred": 1449, + "n_ref": 3544 + }, + "12": { + "Dice": 0.0036991368680641184, + "FN": 3100, + "FP": 132, + "IoU": 0.0018529956763434219, + "TN": 75193490, + "TP": 6, + "n_pred": 138, + "n_ref": 3106 + }, + "13": { + "Dice": 0.13187498376243798, + "FN": 50184, + "FP": 16646, + "IoU": 0.07059216198926375, + "TN": 75124822, + "TP": 5076, + "n_pred": 21722, + "n_ref": 55260 + }, + "14": { + "Dice": 0.8828001008617749, + "FN": 14021, + "FP": 17585, + "IoU": 0.7901899217344548, + "TN": 75046087, + "TP": 119035, + "n_pred": 136620, + "n_ref": 133056 + }, + "15": { + "Dice": 0.12787664605157978, + "FN": 67733, + "FP": 15185, + "IoU": 0.06830567322494016, + "TN": 75107731, + "TP": 6079, + "n_pred": 21264, + "n_ref": 73812 + }, + "2": { + "Dice": 0.6130391806924577, + "FN": 12347, + "FP": 156775, + "IoU": 0.44200180146294626, + "TN": 74893641, + "TP": 133965, + "n_pred": 290740, + "n_ref": 146312 + }, + "3": { + "Dice": 0.0003776213759741655, + "FN": 147486, + "FP": 6049, + "IoU": 0.00018884634419525409, + "TN": 75043164, + "TP": 29, + "n_pred": 6078, + "n_ref": 147515 + }, + "4": { + "Dice": 0.4032062181199903, + "FN": 18323, + "FP": 1333, + "IoU": 0.2525098874353514, + "TN": 75170432, + "TP": 6640, + "n_pred": 7973, + "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": 0.7920367414811202, + "FN": 60292, + "FP": 567897, + "IoU": 0.6556794967855731, + "TN": 73372297, + "TP": 1196242, + "n_pred": 1764139, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.41581182799387945, + "FN": 60914, + "FP": 194503, + "IoU": 0.26247628617711516, + "TN": 74850411, + "TP": 90900, + "n_pred": 285403, + "n_ref": 151814 + }, + "8": { + "Dice": 0.7775091960063059, + "FN": 14458, + "FP": 25765, + "IoU": 0.6360041265474553, + "TN": 75086224, + "TP": 70281, + "n_pred": 96046, + "n_ref": 84739 + }, + "9": { + "Dice": 0.386747301600016, + "FN": 57920, + "FP": 3328, + "IoU": 0.2397313836720001, + "TN": 75116167, + "TP": 19313, + "n_pred": 22641, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8723592752529983, + "FN": 43531, + "FP": 6895, + "IoU": 0.7736145530294868, + "TN": 86705128, + "TP": 172318, + "n_pred": 179213, + "n_ref": 215849 + }, + "10": { + "Dice": 0.46162988751006045, + "FN": 19501, + "FP": 95553, + "IoU": 0.30007725953729447, + "TN": 86763491, + "TP": 49327, + "n_pred": 144880, + "n_ref": 68828 + }, + "11": { + "Dice": 0.5327164573694646, + "FN": 1381, + "FP": 740, + "IoU": 0.3630630630630631, + "TN": 86924542, + "TP": 1209, + "n_pred": 1949, + "n_ref": 2590 + }, + "12": { + "Dice": 0.03248614561437034, + "FN": 4830, + "FP": 233, + "IoU": 0.016511266511266512, + "TN": 86922724, + "TP": 85, + "n_pred": 318, + "n_ref": 4915 + }, + "13": { + "Dice": 0.30111566484517305, + "FN": 39491, + "FP": 34177, + "IoU": 0.17724318166588487, + "TN": 86838334, + "TP": 15870, + "n_pred": 50047, + "n_ref": 55361 + }, + "14": { + "Dice": 0.2695333316415865, + "FN": 19549, + "FP": 325877, + "IoU": 0.15575759797631705, + "TN": 86518717, + "TP": 63729, + "n_pred": 389606, + "n_ref": 83278 + }, + "15": { + "Dice": 0.42827753702557264, + "FN": 117686, + "FP": 2370, + "IoU": 0.2724892893717845, + "TN": 86762849, + "TP": 44967, + "n_pred": 47337, + "n_ref": 162653 + }, + "2": { + "Dice": 0.5307492459760504, + "FN": 35353, + "FP": 121785, + "IoU": 0.36123802864994065, + "TN": 86681868, + "TP": 88866, + "n_pred": 210651, + "n_ref": 124219 + }, + "3": { + "Dice": 0.527217645807507, + "FN": 98477, + "FP": 30429, + "IoU": 0.3579739017830461, + "TN": 86727092, + "TP": 71874, + "n_pred": 102303, + "n_ref": 170351 + }, + "4": { + "Dice": 0.32437792152603995, + "FN": 9652, + "FP": 18966, + "IoU": 0.19358656447249775, + "TN": 86892384, + "TP": 6870, + "n_pred": 25836, + "n_ref": 16522 + }, + "5": { + "Dice": 0.3735501614253258, + "FN": 3911, + "FP": 1328, + "IoU": 0.2296721070430819, + "TN": 86921071, + "TP": 1562, + "n_pred": 2890, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8006764698345924, + "FN": 96287, + "FP": 440452, + "IoU": 0.6676067380452089, + "TN": 85313101, + "TP": 1078032, + "n_pred": 1518484, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.2632259299369287, + "FN": 836173, + "FP": 210850, + "IoU": 0.15156026018247132, + "TN": 85693815, + "TP": 187034, + "n_pred": 397884, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.5750238591778304, + "FN": 5584, + "FP": 66554, + "IoU": 0.40353227166741085, + "TN": 86806930, + "TP": 48804, + "n_pred": 115358, + "n_ref": 54388 + }, + "9": { + "Dice": 0.529865409175754, + "FN": 29186, + "FP": 9098, + "IoU": 0.3604196598616726, + "TN": 86868014, + "TP": 21574, + "n_pred": 30672, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.49921175991564265, + "FN": 16739, + "FP": 127162, + "IoU": 0.3326330434782609, + "TN": 37533975, + "TP": 71724, + "n_pred": 198886, + "n_ref": 88463 + }, + "10": { + "Dice": 0.0, + "FN": 59244, + "FP": 20981, + "IoU": 0.0, + "TN": 37669375, + "TP": 0, + "n_pred": 20981, + "n_ref": 59244 + }, + "11": { + "Dice": 0.1205519244734931, + "FN": 2422, + "FP": 0, + "IoU": 0.06414219474497682, + "TN": 37747012, + "TP": 166, + "n_pred": 166, + "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": 0.3360490415614528, + "FN": 34305, + "FP": 7502, + "IoU": 0.20195850115486666, + "TN": 37697213, + "TP": 10580, + "n_pred": 18082, + "n_ref": 44885 + }, + "14": { + "Dice": 0.17249861327905036, + "FN": 18330, + "FP": 767865, + "IoU": 0.09439041443824088, + "TN": 36881461, + "TP": 81944, + "n_pred": 849809, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 32243, + "IoU": 0.0, + "TN": 37717357, + "TP": 0, + "n_pred": 32243, + "n_ref": 0 + }, + "2": { + "Dice": 0.49328677904708834, + "FN": 43579, + "FP": 72811, + "IoU": 0.3273926133966702, + "TN": 37576557, + "TP": 56653, + "n_pred": 129464, + "n_ref": 100232 + }, + "3": { + "Dice": 0.07498668632993323, + "FN": 85038, + "FP": 5284, + "IoU": 0.03895385335645808, + "TN": 37655617, + "TP": 3661, + "n_pred": 8945, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 3458, + "IoU": 0.0, + "TN": 37734448, + "TP": 0, + "n_pred": 3458, + "n_ref": 11694 + }, + "5": { + "Dice": 0.16018107425785671, + "FN": 9129, + "FP": 518, + "IoU": 0.08706349957414593, + "TN": 37739033, + "TP": 920, + "n_pred": 1438, + "n_ref": 10049 + }, + "6": { + "Dice": 0.3328749789188009, + "FN": 581659, + "FP": 63118, + "IoU": 0.19967007555493216, + "TN": 36943961, + "TP": 160862, + "n_pred": 223980, + "n_ref": 742521 + }, + "7": { + "Dice": 0.1871064531768853, + "FN": 283928, + "FP": 249244, + "IoU": 0.10320873694143134, + "TN": 37155067, + "TP": 61361, + "n_pred": 310605, + "n_ref": 345289 + }, + "8": { + "Dice": 0.6278422718986856, + "FN": 19190, + "FP": 50632, + "IoU": 0.45755838344287514, + "TN": 37620882, + "TP": 58896, + "n_pred": 109528, + "n_ref": 78086 + }, + "9": { + "Dice": 0.21274321818124667, + "FN": 48003, + "FP": 2087, + "IoU": 0.11903338140631045, + "TN": 37692742, + "TP": 6768, + "n_pred": 8855, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7766684821610149, + "FN": 31896, + "FP": 63645, + "IoU": 0.6348798104482746, + "TN": 75645018, + "TP": 166129, + "n_pred": 229774, + "n_ref": 198025 + }, + "10": { + "Dice": 0.677421639808748, + "FN": 37603, + "FP": 35261, + "IoU": 0.5121977345151701, + "TN": 75757316, + "TP": 76508, + "n_pred": 111769, + "n_ref": 114111 + }, + "11": { + "Dice": 0.621268656716418, + "FN": 2011, + "FP": 831, + "IoU": 0.4506089309878214, + "TN": 75901515, + "TP": 2331, + "n_pred": 3162, + "n_ref": 4342 + }, + "12": { + "Dice": 0.43208522638257874, + "FN": 3205, + "FP": 420, + "IoU": 0.27557953637090327, + "TN": 75901684, + "TP": 1379, + "n_pred": 1799, + "n_ref": 4584 + }, + "13": { + "Dice": 0.5290499286733238, + "FN": 18322, + "FP": 22945, + "IoU": 0.35966545635105357, + "TN": 75842242, + "TP": 23179, + "n_pred": 46124, + "n_ref": 41501 + }, + "14": { + "Dice": 0.7736827890890475, + "FN": 27712, + "FP": 28433, + "IoU": 0.6308993971586913, + "TN": 75754575, + "TP": 95968, + "n_pred": 124401, + "n_ref": 123680 + }, + "15": { + "Dice": 0.35466517018915533, + "FN": 145241, + "FP": 7704, + "IoU": 0.21555805162766126, + "TN": 75711715, + "TP": 42028, + "n_pred": 49732, + "n_ref": 187269 + }, + "2": { + "Dice": 0.4976014721998222, + "FN": 96451, + "FP": 97929, + "IoU": 0.3312047123265048, + "TN": 75616046, + "TP": 96262, + "n_pred": 194191, + "n_ref": 192713 + }, + "3": { + "Dice": 0.538988918492372, + "FN": 124192, + "FP": 93136, + "IoU": 0.3689150105118883, + "TN": 75562316, + "TP": 127044, + "n_pred": 220180, + "n_ref": 251236 + }, + "4": { + "Dice": 0.3034197462768891, + "FN": 24676, + "FP": 582, + "IoU": 0.17884196495334698, + "TN": 75875929, + "TP": 5501, + "n_pred": 6083, + "n_ref": 30177 + }, + "5": { + "Dice": 0.6111195734958111, + "FN": 3611, + "FP": 4048, + "IoU": 0.44000877385391535, + "TN": 75893011, + "TP": 6018, + "n_pred": 10066, + "n_ref": 9629 + }, + "6": { + "Dice": 0.756250740488048, + "FN": 226082, + "FP": 728522, + "IoU": 0.6080411583801073, + "TN": 73471218, + "TP": 1480866, + "n_pred": 2209388, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.6113063308693251, + "FN": 98290, + "FP": 124819, + "IoU": 0.44020243229884104, + "TN": 75508135, + "TP": 175444, + "n_pred": 300263, + "n_ref": 273734 + }, + "8": { + "Dice": 0.7712526291300488, + "FN": 10526, + "FP": 37653, + "IoU": 0.6276738794435858, + "TN": 75777288, + "TP": 81221, + "n_pred": 118874, + "n_ref": 91747 + }, + "9": { + "Dice": 0.6367987192151786, + "FN": 40357, + "FP": 2293, + "IoU": 0.4671347717987481, + "TN": 75826649, + "TP": 37389, + "n_pred": 39682, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5179427741961763, + "FN": 25112, + "FP": 105069, + "IoU": 0.34947555679927245, + "TN": 61187633, + "TP": 69936, + "n_pred": 175005, + "n_ref": 95048 + }, + "10": { + "Dice": 0.36180462974184946, + "FN": 54171, + "FP": 30081, + "IoU": 0.22085560508258273, + "TN": 61279616, + "TP": 23882, + "n_pred": 53963, + "n_ref": 78053 + }, + "11": { + "Dice": 0.6366953729382572, + "FN": 1161, + "FP": 1328, + "IoU": 0.46702355460385436, + "TN": 61383080, + "TP": 2181, + "n_pred": 3509, + "n_ref": 3342 + }, + "12": { + "Dice": 0.15985228171986282, + "FN": 3066, + "FP": 119, + "IoU": 0.08686926605504587, + "TN": 61384262, + "TP": 303, + "n_pred": 422, + "n_ref": 3369 + }, + "13": { + "Dice": 0.31572068707991036, + "FN": 29309, + "FP": 14671, + "IoU": 0.18745150205077044, + "TN": 61333624, + "TP": 10146, + "n_pred": 24817, + "n_ref": 39455 + }, + "14": { + "Dice": 0.451810108236455, + "FN": 7853, + "FP": 134365, + "IoU": 0.2918311963151998, + "TN": 61186925, + "TP": 58607, + "n_pred": 192972, + "n_ref": 66460 + }, + "15": { + "Dice": 0.7207146678610976, + "FN": 13768, + "FP": 8679, + "IoU": 0.5633728846527913, + "TN": 61336340, + "TP": 28963, + "n_pred": 37642, + "n_ref": 42731 + }, + "2": { + "Dice": 0.5435627484033961, + "FN": 9666, + "FP": 197740, + "IoU": 0.37321398351183427, + "TN": 61056846, + "TP": 123498, + "n_pred": 321238, + "n_ref": 133164 + }, + "3": { + "Dice": 0.02064786090469663, + "FN": 132189, + "FP": 3559, + "IoU": 0.010431625831942208, + "TN": 61250571, + "TP": 1431, + "n_pred": 4990, + "n_ref": 133620 + }, + "4": { + "Dice": 0.5302713987473904, + "FN": 9705, + "FP": 6720, + "IoU": 0.36079545454545453, + "TN": 61362054, + "TP": 9271, + "n_pred": 15991, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0, + "FN": 27695, + "FP": 272, + "IoU": 0.0, + "TN": 61359783, + "TP": 0, + "n_pred": 272, + "n_ref": 27695 + }, + "6": { + "Dice": 0.6792472436258198, + "FN": 177595, + "FP": 594097, + "IoU": 0.5142879621849401, + "TN": 59798965, + "TP": 817093, + "n_pred": 1411190, + "n_ref": 994688 + }, + "7": { + "Dice": 0.21881412621385368, + "FN": 139508, + "FP": 150576, + "IoU": 0.1228474408169066, + "TN": 61057039, + "TP": 40627, + "n_pred": 191203, + "n_ref": 180135 + }, + "8": { + "Dice": 0.7192913146538625, + "FN": 80630, + "FP": 48688, + "IoU": 0.5616353842868329, + "TN": 61092749, + "TP": 165683, + "n_pred": 214371, + "n_ref": 246313 + }, + "9": { + "Dice": 0.4710947109471095, + "FN": 54439, + "FP": 2321, + "IoU": 0.3081255028157683, + "TN": 61305712, + "TP": 25278, + "n_pred": 27599, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8627509338687261, + "FN": 14487, + "FP": 39928, + "IoU": 0.7586297140727992, + "TN": 39523358, + "TP": 171027, + "n_pred": 210955, + "n_ref": 185514 + }, + "10": { + "Dice": 0.3970578542899701, + "FN": 36771, + "FP": 8970, + "IoU": 0.24770566757672444, + "TN": 39687998, + "TP": 15061, + "n_pred": 24031, + "n_ref": 51832 + }, + "11": { + "Dice": 0.6985543458861324, + "FN": 1074, + "FP": 615, + "IoU": 0.5367526055951728, + "TN": 39745154, + "TP": 1957, + "n_pred": 2572, + "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": 0.3743762798880909, + "FN": 24341, + "FP": 40732, + "IoU": 0.23029700862283098, + "TN": 39664257, + "TP": 19470, + "n_pred": 60202, + "n_ref": 43811 + }, + "14": { + "Dice": 0.057700512246737355, + "FN": 23122, + "FP": 310387, + "IoU": 0.029707319911555917, + "TN": 39405080, + "TP": 10211, + "n_pred": 320598, + "n_ref": 33333 + }, + "15": { + "Dice": 0.0012238237693772097, + "FN": 51680, + "FP": 7080, + "IoU": 0.0006122865501054493, + "TN": 39690004, + "TP": 36, + "n_pred": 7116, + "n_ref": 51716 + }, + "2": { + "Dice": 0.4997806924918856, + "FN": 40934, + "FP": 113027, + "IoU": 0.33313842182315895, + "TN": 39517926, + "TP": 76913, + "n_pred": 189940, + "n_ref": 117847 + }, + "3": { + "Dice": 0.26737257858521296, + "FN": 110514, + "FP": 19701, + "IoU": 0.1543162570790253, + "TN": 39594824, + "TP": 23761, + "n_pred": 43462, + "n_ref": 134275 + }, + "4": { + "Dice": 0.4668218859138533, + "FN": 16154, + "FP": 1250, + "IoU": 0.30447987851176916, + "TN": 39723777, + "TP": 7619, + "n_pred": 8869, + "n_ref": 23773 + }, + "5": { + "Dice": 0.6970098410295231, + "FN": 2841, + "FP": 361, + "IoU": 0.5349310094408134, + "TN": 39741915, + "TP": 3683, + "n_pred": 4044, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9588203934197929, + "FN": 46698, + "FP": 29000, + "IoU": 0.920898169115196, + "TN": 38791831, + "TP": 881271, + "n_pred": 910271, + "n_ref": 927969 + }, + "7": { + "Dice": 0.33794420485394944, + "FN": 566267, + "FP": 83411, + "IoU": 0.20332903735295668, + "TN": 38933309, + "TP": 165813, + "n_pred": 249224, + "n_ref": 732080 + }, + "8": { + "Dice": 0.7500821175923923, + "FN": 2721, + "FP": 28474, + "IoU": 0.600105117423854, + "TN": 39670792, + "TP": 46813, + "n_pred": 75287, + "n_ref": 49534 + }, + "9": { + "Dice": 0.330454656151065, + "FN": 32809, + "FP": 2932, + "IoU": 0.19793092614618163, + "TN": 39704239, + "TP": 8820, + "n_pred": 11752, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.27663292245161536, + "FN": 24131, + "FP": 356729, + "IoU": 0.16051886220615624, + "TN": 100942923, + "TP": 72825, + "n_pred": 429554, + "n_ref": 96956 + }, + "10": { + "Dice": 0.3644877645450064, + "FN": 59468, + "FP": 20468, + "IoU": 0.22285847616640256, + "TN": 101293749, + "TP": 22923, + "n_pred": 43391, + "n_ref": 82391 + }, + "11": { + "Dice": 0.36087147243749085, + "FN": 4295, + "FP": 76, + "IoU": 0.2201605709188225, + "TN": 101391003, + "TP": 1234, + "n_pred": 1310, + "n_ref": 5529 + }, + "12": { + "Dice": 0.3579012155716264, + "FN": 4062, + "FP": 111, + "IoU": 0.2179535232383808, + "TN": 101391272, + "TP": 1163, + "n_pred": 1274, + "n_ref": 5225 + }, + "13": { + "Dice": 0.3837553013751446, + "FN": 36508, + "FP": 6647, + "IoU": 0.23743638676844783, + "TN": 101340016, + "TP": 13437, + "n_pred": 20084, + "n_ref": 49945 + }, + "14": { + "Dice": 0.7426851609526302, + "FN": 33671, + "FP": 64649, + "IoU": 0.5906914782898297, + "TN": 101156398, + "TP": 141890, + "n_pred": 206539, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8180662067902424, + "FN": 5646, + "FP": 3796, + "IoU": 0.6921421584610369, + "TN": 101365938, + "TP": 21228, + "n_pred": 25024, + "n_ref": 26874 + }, + "2": { + "Dice": 0.5653060244819585, + "FN": 93417, + "FP": 42414, + "IoU": 0.39402550936190905, + "TN": 101172455, + "TP": 88322, + "n_pred": 130736, + "n_ref": 181739 + }, + "3": { + "Dice": 0.566863743973029, + "FN": 75708, + "FP": 64072, + "IoU": 0.39554071818999514, + "TN": 101165360, + "TP": 91468, + "n_pred": 155540, + "n_ref": 167176 + }, + "4": { + "Dice": 0.35662773629459443, + "FN": 7352, + "FP": 2729, + "IoU": 0.21700970873786407, + "TN": 101383733, + "TP": 2794, + "n_pred": 5523, + "n_ref": 10146 + }, + "5": { + "Dice": 0.2682273704710512, + "FN": 31905, + "FP": 4167, + "IoU": 0.15488602019539396, + "TN": 101353925, + "TP": 6611, + "n_pred": 10778, + "n_ref": 38516 + }, + "6": { + "Dice": 0.6011947338697792, + "FN": 217206, + "FP": 1923203, + "IoU": 0.4297915860246779, + "TN": 97642877, + "TP": 1613322, + "n_pred": 3536525, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.35431587852780666, + "FN": 350873, + "FP": 50574, + "IoU": 0.21530005297179594, + "TN": 100885015, + "TP": 110146, + "n_pred": 160720, + "n_ref": 461019 + }, + "8": { + "Dice": 0.7583421908882688, + "FN": 69149, + "FP": 49758, + "IoU": 0.6107497454800198, + "TN": 101091131, + "TP": 186570, + "n_pred": 236328, + "n_ref": 255719 + }, + "9": { + "Dice": 0.46848009936020524, + "FN": 57952, + "FP": 7097, + "IoU": 0.30589227026334886, + "TN": 101302892, + "TP": 28667, + "n_pred": 35764, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5003122485672874, + "FN": 130872, + "FP": 41159, + "IoU": 0.33361094540468095, + "TN": 73625350, + "TP": 86123, + "n_pred": 127282, + "n_ref": 216995 + }, + "10": { + "Dice": 0.08263631058600654, + "FN": 66070, + "FP": 150870, + "IoU": 0.04309892329882538, + "TN": 73656793, + "TP": 9771, + "n_pred": 160641, + "n_ref": 75841 + }, + "11": { + "Dice": 0.5551905387647832, + "FN": 2879, + "FP": 2537, + "IoU": 0.3842655752614825, + "TN": 73874708, + "TP": 3380, + "n_pred": 5917, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0065630397236614854, + "FN": 5522, + "FP": 230, + "IoU": 0.00329232368740253, + "TN": 73877733, + "TP": 19, + "n_pred": 249, + "n_ref": 5541 + }, + "13": { + "Dice": 0.06108108108108108, + "FN": 57849, + "FP": 46371, + "IoU": 0.03150264845274603, + "TN": 73775894, + "TP": 3390, + "n_pred": 49761, + "n_ref": 61239 + }, + "14": { + "Dice": 0.4682989229710172, + "FN": 14746, + "FP": 181440, + "IoU": 0.30573780354021135, + "TN": 73600922, + "TP": 86396, + "n_pred": 267836, + "n_ref": 101142 + }, + "15": { + "Dice": 0.30644863162262587, + "FN": 181556, + "FP": 2301, + "IoU": 0.18095030203674334, + "TN": 73659028, + "TP": 40619, + "n_pred": 42920, + "n_ref": 222175 + }, + "2": { + "Dice": 0.14398565745980166, + "FN": 158925, + "FP": 223050, + "IoU": 0.07757787973919343, + "TN": 73469404, + "TP": 32125, + "n_pred": 255175, + "n_ref": 191050 + }, + "3": { + "Dice": 0.3686600636886757, + "FN": 141339, + "FP": 16871, + "IoU": 0.22598604710325731, + "TN": 73679102, + "TP": 46192, + "n_pred": 63063, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 7094, + "IoU": 0.0, + "TN": 73828522, + "TP": 0, + "n_pred": 7094, + "n_ref": 47888 + }, + "5": { + "Dice": 0.009602104570864847, + "FN": 15055, + "FP": 4, + "IoU": 0.004824213587100185, + "TN": 73868372, + "TP": 73, + "n_pred": 77, + "n_ref": 15128 + }, + "6": { + "Dice": 0.5016747826628404, + "FN": 331654, + "FP": 2389406, + "IoU": 0.3348236930527155, + "TN": 69792769, + "TP": 1369675, + "n_pred": 3759081, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.2883437478459904, + "FN": 111942, + "FP": 187471, + "IoU": 0.16845891076735078, + "TN": 73523434, + "TP": 60657, + "n_pred": 248128, + "n_ref": 172599 + }, + "8": { + "Dice": 0.4843025058488598, + "FN": 36493, + "FP": 54984, + "IoU": 0.3195245144349146, + "TN": 73749073, + "TP": 42954, + "n_pred": 97938, + "n_ref": 79447 + }, + "9": { + "Dice": 0.4873282765267793, + "FN": 53271, + "FP": 24388, + "IoU": 0.3221639361432848, + "TN": 73768935, + "TP": 36910, + "n_pred": 61298, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6728183648135463, + "FN": 59159, + "FP": 65508, + "IoU": 0.5069527387779316, + "TN": 69242926, + "TP": 128183, + "n_pred": 193691, + "n_ref": 187342 + }, + "10": { + "Dice": 0.3196030483606752, + "FN": 40549, + "FP": 74087, + "IoU": 0.19019497033060187, + "TN": 69354216, + "TP": 26924, + "n_pred": 101011, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7724379376193508, + "FN": 1034, + "FP": 396, + "IoU": 0.6292455276121338, + "TN": 69491919, + "TP": 2427, + "n_pred": 2823, + "n_ref": 3461 + }, + "12": { + "Dice": 0.0, + "FN": 3152, + "FP": 345, + "IoU": 0.0, + "TN": 69492279, + "TP": 0, + "n_pred": 345, + "n_ref": 3152 + }, + "13": { + "Dice": 0.5032494914917894, + "FN": 42314, + "FP": 27777, + "IoU": 0.3362280411004309, + "TN": 69390181, + "TP": 35504, + "n_pred": 63281, + "n_ref": 77818 + }, + "14": { + "Dice": 0.6491654606294794, + "FN": 38224, + "FP": 83711, + "IoU": 0.4805662290305266, + "TN": 69261030, + "TP": 112811, + "n_pred": 196522, + "n_ref": 151035 + }, + "15": { + "Dice": 0.6607399809092334, + "FN": 47618, + "FP": 8, + "IoU": 0.4933619845964001, + "TN": 69401772, + "TP": 46378, + "n_pred": 46386, + "n_ref": 93996 + }, + "2": { + "Dice": 0.5104590818363274, + "FN": 73428, + "FP": 73728, + "IoU": 0.3426955752686731, + "TN": 69271898, + "TP": 76722, + "n_pred": 150450, + "n_ref": 150150 + }, + "3": { + "Dice": 0.5037381667797486, + "FN": 94613, + "FP": 58985, + "IoU": 0.3366644497611788, + "TN": 69264222, + "TP": 77956, + "n_pred": 136941, + "n_ref": 172569 + }, + "4": { + "Dice": 0.10017610062893081, + "FN": 35128, + "FP": 640, + "IoU": 0.05272915066606637, + "TN": 69458017, + "TP": 1991, + "n_pred": 2631, + "n_ref": 37119 + }, + "5": { + "Dice": 0.48715963784456934, + "FN": 11856, + "FP": 3381, + "IoU": 0.32201655246062116, + "TN": 69473302, + "TP": 7237, + "n_pred": 10618, + "n_ref": 19093 + }, + "6": { + "Dice": 0.6316249099243855, + "FN": 225175, + "FP": 1203125, + "IoU": 0.46158755337287144, + "TN": 66842977, + "TP": 1224499, + "n_pred": 2427624, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.5450060964819784, + "FN": 88158, + "FP": 287242, + "IoU": 0.37457620623991017, + "TN": 68895543, + "TP": 224833, + "n_pred": 512075, + "n_ref": 312991 + }, + "8": { + "Dice": 0.5247682738031604, + "FN": 22417, + "FP": 97608, + "IoU": 0.35571921650303556, + "TN": 69309483, + "TP": 66268, + "n_pred": 163876, + "n_ref": 88685 + }, + "9": { + "Dice": 0.4767007718542452, + "FN": 53812, + "FP": 4494, + "IoU": 0.3129396792477287, + "TN": 69410913, + "TP": 26557, + "n_pred": 31051, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7603823205700052, + "FN": 38330, + "FP": 65083, + "IoU": 0.6134006744076502, + "TN": 50566058, + "TP": 164081, + "n_pred": 229164, + "n_ref": 202411 + }, + "10": { + "Dice": 0.37397397397397397, + "FN": 46886, + "FP": 50051, + "IoU": 0.22999261265698104, + "TN": 50707661, + "TP": 28954, + "n_pred": 79005, + "n_ref": 75840 + }, + "11": { + "Dice": 0.7490116840903102, + "FN": 2466, + "FP": 391, + "IoU": 0.5987359550561798, + "TN": 50826432, + "TP": 4263, + "n_pred": 4654, + "n_ref": 6729 + }, + "12": { + "Dice": 0.0, + "FN": 6299, + "FP": 247, + "IoU": 0.0, + "TN": 50827006, + "TP": 0, + "n_pred": 247, + "n_ref": 6299 + }, + "13": { + "Dice": 0.32994173675536403, + "FN": 26942, + "FP": 59657, + "IoU": 0.19756300963676798, + "TN": 50725632, + "TP": 21321, + "n_pred": 80978, + "n_ref": 48263 + }, + "14": { + "Dice": 0.07494874048037492, + "FN": 40502, + "FP": 212148, + "IoU": 0.038933373908743366, + "TN": 50570667, + "TP": 10235, + "n_pred": 222383, + "n_ref": 50737 + }, + "15": { + "Dice": 0.12149968368128392, + "FN": 31107, + "FP": 21661, + "IoU": 0.06467908609107184, + "TN": 50777135, + "TP": 3649, + "n_pred": 25310, + "n_ref": 34756 + }, + "2": { + "Dice": 0.5456167706903804, + "FN": 83652, + "FP": 130238, + "IoU": 0.3751533706486556, + "TN": 50491244, + "TP": 128418, + "n_pred": 258656, + "n_ref": 212070 + }, + "3": { + "Dice": 0.595811629290879, + "FN": 93500, + "FP": 55249, + "IoU": 0.42431032881292957, + "TN": 50575168, + "TP": 109635, + "n_pred": 164884, + "n_ref": 203135 + }, + "4": { + "Dice": 0.0, + "FN": 17965, + "FP": 929, + "IoU": 0.0, + "TN": 50814658, + "TP": 0, + "n_pred": 929, + "n_ref": 17965 + }, + "5": { + "Dice": 0.379408239227809, + "FN": 9837, + "FP": 0, + "IoU": 0.23411709747742138, + "TN": 50820708, + "TP": 3007, + "n_pred": 3007, + "n_ref": 12844 + }, + "6": { + "Dice": 0.811338394072926, + "FN": 215507, + "FP": 705718, + "IoU": 0.6825646508874476, + "TN": 47931465, + "TP": 1980862, + "n_pred": 2686580, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.42300273775908226, + "FN": 61032, + "FP": 395464, + "IoU": 0.26823301973143193, + "TN": 50209725, + "TP": 167331, + "n_pred": 562795, + "n_ref": 228363 + }, + "8": { + "Dice": 0.6789101917255298, + "FN": 7050, + "FP": 83637, + "IoU": 0.513901619309502, + "TN": 50646991, + "TP": 95874, + "n_pred": 179511, + "n_ref": 102924 + }, + "9": { + "Dice": 0.2780977524577066, + "FN": 95104, + "FP": 8803, + "IoU": 0.16150612083504814, + "TN": 50709631, + "TP": 20014, + "n_pred": 28817, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7467260591948744, + "FN": 57057, + "FP": 48018, + "IoU": 0.5958203030338, + "TN": 76624889, + "TP": 154896, + "n_pred": 202914, + "n_ref": 211953 + }, + "10": { + "Dice": 0.44995921122957044, + "FN": 24970, + "FP": 72797, + "IoU": 0.29028862626673246, + "TN": 76747104, + "TP": 39989, + "n_pred": 112786, + "n_ref": 64959 + }, + "11": { + "Dice": 0.6795190713101161, + "FN": 1235, + "FP": 311, + "IoU": 0.5145996860282575, + "TN": 76881675, + "TP": 1639, + "n_pred": 1950, + "n_ref": 2874 + }, + "12": { + "Dice": 0.4456039655622228, + "FN": 1755, + "FP": 370, + "IoU": 0.28667338032896944, + "TN": 76881881, + "TP": 854, + "n_pred": 1224, + "n_ref": 2609 + }, + "13": { + "Dice": 0.2535965568456543, + "FN": 31087, + "FP": 37762, + "IoU": 0.14521075175367806, + "TN": 76804315, + "TP": 11696, + "n_pred": 49458, + "n_ref": 42783 + }, + "14": { + "Dice": 0.740798802864574, + "FN": 8737, + "FP": 42188, + "IoU": 0.5883085280968819, + "TN": 76761163, + "TP": 72772, + "n_pred": 114960, + "n_ref": 81509 + }, + "15": { + "Dice": 0.5917175084556503, + "FN": 21733, + "FP": 3496, + "IoU": 0.4201696122819517, + "TN": 76841349, + "TP": 18282, + "n_pred": 21778, + "n_ref": 40015 + }, + "2": { + "Dice": 0.42738979692917284, + "FN": 34865, + "FP": 150111, + "IoU": 0.2717709678435325, + "TN": 76630852, + "TP": 69032, + "n_pred": 219143, + "n_ref": 103897 + }, + "3": { + "Dice": 0.09612455155347473, + "FN": 89680, + "FP": 55693, + "IoU": 0.05048888656655977, + "TN": 76731757, + "TP": 7730, + "n_pred": 63423, + "n_ref": 97410 + }, + "4": { + "Dice": 0.5379952690715553, + "FN": 13965, + "FP": 4785, + "IoU": 0.36798462938618665, + "TN": 76855193, + "TP": 10917, + "n_pred": 15702, + "n_ref": 24882 + }, + "5": { + "Dice": 0.5411416528406798, + "FN": 9721, + "FP": 512, + "IoU": 0.3709350218233233, + "TN": 76868593, + "TP": 6034, + "n_pred": 6546, + "n_ref": 15755 + }, + "6": { + "Dice": 0.5796092751344082, + "FN": 87250, + "FP": 1426878, + "IoU": 0.4080632638524552, + "TN": 74326938, + "TP": 1043794, + "n_pred": 2470672, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.3442350992113823, + "FN": 84484, + "FP": 207635, + "IoU": 0.20790095202974043, + "TN": 76516069, + "TP": 76672, + "n_pred": 284307, + "n_ref": 161156 + }, + "8": { + "Dice": 0.7608352638828055, + "FN": 5218, + "FP": 40103, + "IoU": 0.6139904095938131, + "TN": 76767451, + "TP": 72088, + "n_pred": 112191, + "n_ref": 77306 + }, + "9": { + "Dice": 0.5016989262785919, + "FN": 60391, + "FP": 1936, + "IoU": 0.3348452023948006, + "TN": 76791157, + "TP": 31376, + "n_pred": 33312, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.280579662682168, + "FN": 93730, + "FP": 64436, + "IoU": 0.1631827055854483, + "TN": 130810923, + "TP": 30843, + "n_pred": 95279, + "n_ref": 124573 + }, + "10": { + "Dice": 0.45236947965111557, + "FN": 15786, + "FP": 85363, + "IoU": 0.29229811230986663, + "TN": 130857006, + "TP": 41777, + "n_pred": 127140, + "n_ref": 57563 + }, + "11": { + "Dice": 0.6642446970584789, + "FN": 2734, + "FP": 131, + "IoU": 0.4972802246008072, + "TN": 130994233, + "TP": 2834, + "n_pred": 2965, + "n_ref": 5568 + }, + "12": { + "Dice": 0.23235329127484824, + "FN": 6326, + "FP": 123, + "IoU": 0.13144781144781145, + "TN": 130992507, + "TP": 976, + "n_pred": 1099, + "n_ref": 7302 + }, + "13": { + "Dice": 0.26149775158687644, + "FN": 62309, + "FP": 28673, + "IoU": 0.15041553833224391, + "TN": 130892842, + "TP": 16108, + "n_pred": 44781, + "n_ref": 78417 + }, + "14": { + "Dice": 0.5704777923046315, + "FN": 519603, + "FP": 122668, + "IoU": 0.39906885617701465, + "TN": 129931139, + "TP": 426522, + "n_pred": 549190, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 15374, + "IoU": 0.0, + "TN": 130959248, + "TP": 0, + "n_pred": 15374, + "n_ref": 25310 + }, + "2": { + "Dice": 0.4684981578154316, + "FN": 122469, + "FP": 96227, + "IoU": 0.30590766847995127, + "TN": 130684850, + "TP": 96386, + "n_pred": 192613, + "n_ref": 218855 + }, + "3": { + "Dice": 0.362441881585869, + "FN": 206218, + "FP": 64055, + "IoU": 0.22133069813538617, + "TN": 130652836, + "TP": 76823, + "n_pred": 140878, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 30647, + "IoU": 0.0, + "TN": 130967005, + "TP": 0, + "n_pred": 30647, + "n_ref": 2280 + }, + "5": { + "Dice": 0.1087625053524855, + "FN": 22322, + "FP": 573, + "IoU": 0.05750864482134036, + "TN": 130975640, + "TP": 1397, + "n_pred": 1970, + "n_ref": 23719 + }, + "6": { + "Dice": 0.707312120325595, + "FN": 137219, + "FP": 968288, + "IoU": 0.5471638834455141, + "TN": 128558636, + "TP": 1335789, + "n_pred": 2304077, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.32749878389631376, + "FN": 124623, + "FP": 201645, + "IoU": 0.19581377923255905, + "TN": 130594220, + "TP": 79444, + "n_pred": 281089, + "n_ref": 204067 + }, + "8": { + "Dice": 0.7618120081071833, + "FN": 39197, + "FP": 15097, + "IoU": 0.6152636054421768, + "TN": 130858812, + "TP": 86826, + "n_pred": 101923, + "n_ref": 126023 + }, + "9": { + "Dice": 0.5491605057693636, + "FN": 29401, + "FP": 16274, + "IoU": 0.378512239260882, + "TN": 130926439, + "TP": 27818, + "n_pred": 44092, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7349860062906706, + "FN": 15005, + "FP": 15580, + "IoU": 0.5810101785004863, + "TN": 74353701, + "TP": 42412, + "n_pred": 57992, + "n_ref": 57417 + }, + "10": { + "Dice": 0.488040333246061, + "FN": 42426, + "FP": 33835, + "IoU": 0.3227866086493207, + "TN": 74314088, + "TP": 36349, + "n_pred": 70184, + "n_ref": 78775 + }, + "11": { + "Dice": 0.6805040770941438, + "FN": 1011, + "FP": 282, + "IoU": 0.5157303370786517, + "TN": 74424028, + "TP": 1377, + "n_pred": 1659, + "n_ref": 2388 + }, + "12": { + "Dice": 0.09897997733282962, + "FN": 2326, + "FP": 59, + "IoU": 0.05206677265500795, + "TN": 74424182, + "TP": 131, + "n_pred": 190, + "n_ref": 2457 + }, + "13": { + "Dice": 0.1942775460835827, + "FN": 90959, + "FP": 11628, + "IoU": 0.10758992649297551, + "TN": 74311743, + "TP": 12368, + "n_pred": 23996, + "n_ref": 103327 + }, + "14": { + "Dice": 0.7231588640832276, + "FN": 25616, + "FP": 85616, + "IoU": 0.566365574965596, + "TN": 74170187, + "TP": 145279, + "n_pred": 230895, + "n_ref": 170895 + }, + "15": { + "Dice": 0.5591907016788635, + "FN": 13125, + "FP": 1211, + "IoU": 0.38810875410815654, + "TN": 74403269, + "TP": 9093, + "n_pred": 10304, + "n_ref": 22218 + }, + "2": { + "Dice": 0.4366754224653795, + "FN": 23413, + "FP": 222570, + "IoU": 0.27932486237376325, + "TN": 74085375, + "TP": 95340, + "n_pred": 317910, + "n_ref": 118753 + }, + "3": { + "Dice": 0.0, + "FN": 131193, + "FP": 30391, + "IoU": 0.0, + "TN": 74265114, + "TP": 0, + "n_pred": 30391, + "n_ref": 131193 + }, + "4": { + "Dice": 0.258879202988792, + "FN": 25263, + "FP": 4493, + "IoU": 0.1486853775069379, + "TN": 74391745, + "TP": 5197, + "n_pred": 9690, + "n_ref": 30460 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 402, + "IoU": 0.0, + "TN": 74426296, + "TP": 0, + "n_pred": 402, + "n_ref": 0 + }, + "6": { + "Dice": 0.5209487675566696, + "FN": 26871, + "FP": 1556092, + "IoU": 0.3522182032167231, + "TN": 71983031, + "TP": 860704, + "n_pred": 2416796, + "n_ref": 887575 + }, + "7": { + "Dice": 0.4949669868210105, + "FN": 65765, + "FP": 107178, + "IoU": 0.3288745047362927, + "TN": 74169007, + "TP": 84748, + "n_pred": 191926, + "n_ref": 150513 + }, + "8": { + "Dice": 0.4862732790778953, + "FN": 9144, + "FP": 62881, + "IoU": 0.3212424490872937, + "TN": 74320585, + "TP": 34088, + "n_pred": 96969, + "n_ref": 43232 + }, + "9": { + "Dice": 0.7642197374817695, + "FN": 8620, + "FP": 6900, + "IoU": 0.6184107002360346, + "TN": 74386026, + "TP": 25152, + "n_pred": 32052, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7941094112723298, + "FN": 8530, + "FP": 59851, + "IoU": 0.6585252581746999, + "TN": 106446436, + "TP": 131871, + "n_pred": 191722, + "n_ref": 140401 + }, + "10": { + "Dice": 0.47126430261120156, + "FN": 57806, + "FP": 35399, + "IoU": 0.30827062089029406, + "TN": 106511946, + "TP": 41537, + "n_pred": 76936, + "n_ref": 99343 + }, + "11": { + "Dice": 0.41861156533372973, + "FN": 3243, + "FP": 668, + "IoU": 0.26471141191953373, + "TN": 106641369, + "TP": 1408, + "n_pred": 2076, + "n_ref": 4651 + }, + "12": { + "Dice": 0.32792847401121383, + "FN": 4388, + "FP": 47, + "IoU": 0.196121080297263, + "TN": 106641171, + "TP": 1082, + "n_pred": 1129, + "n_ref": 5470 + }, + "13": { + "Dice": 0.31986809563066776, + "FN": 30661, + "FP": 13064, + "IoU": 0.1903827281648675, + "TN": 106592681, + "TP": 10282, + "n_pred": 23346, + "n_ref": 40943 + }, + "14": { + "Dice": 0.39795495855878615, + "FN": 13550, + "FP": 158022, + "IoU": 0.24840435085444437, + "TN": 106418411, + "TP": 56705, + "n_pred": 214727, + "n_ref": 70255 + }, + "15": { + "Dice": 0.48038366151731554, + "FN": 10484, + "FP": 24296, + "IoU": 0.3161216744990857, + "TN": 106595831, + "TP": 16077, + "n_pred": 40373, + "n_ref": 26561 + }, + "2": { + "Dice": 0.1360529013263867, + "FN": 169020, + "FP": 55176, + "IoU": 0.07299182547788083, + "TN": 106404839, + "TP": 17653, + "n_pred": 72829, + "n_ref": 186673 + }, + "3": { + "Dice": 0.5833988366609024, + "FN": 24318, + "FP": 155882, + "IoU": 0.41182998557318834, + "TN": 106340314, + "TP": 126174, + "n_pred": 282056, + "n_ref": 150492 + }, + "4": { + "Dice": 0.7490292132146484, + "FN": 3814, + "FP": 387, + "IoU": 0.5987583572110793, + "TN": 106636218, + "TP": 6269, + "n_pred": 6656, + "n_ref": 10083 + }, + "5": { + "Dice": 0.4936858056911938, + "FN": 2976, + "FP": 31, + "IoU": 0.32774424323720097, + "TN": 106642215, + "TP": 1466, + "n_pred": 1497, + "n_ref": 4442 + }, + "6": { + "Dice": 0.7684766014358353, + "FN": 54456, + "FP": 679538, + "IoU": 0.6240048726088384, + "TN": 104694551, + "TP": 1218143, + "n_pred": 1897681, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.48762602134214406, + "FN": 200324, + "FP": 86567, + "IoU": 0.32242423383592184, + "TN": 106223280, + "TP": 136517, + "n_pred": 223084, + "n_ref": 336841 + }, + "8": { + "Dice": 0.5315516517153468, + "FN": 7126, + "FP": 105511, + "IoU": 0.36198185134415606, + "TN": 106470146, + "TP": 63905, + "n_pred": 169416, + "n_ref": 71031 + }, + "9": { + "Dice": 0.36182387447367476, + "FN": 64976, + "FP": 5956, + "IoU": 0.22086994727592268, + "TN": 106555648, + "TP": 20108, + "n_pred": 26064, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8846919762058743, + "FN": 16579, + "FP": 19437, + "IoU": 0.7932265861374088, + "TN": 107952747, + "TP": 138165, + "n_pred": 157602, + "n_ref": 154744 + }, + "10": { + "Dice": 0.6619669827557751, + "FN": 10949, + "FP": 60738, + "IoU": 0.49473142607433096, + "TN": 107985049, + "TP": 70192, + "n_pred": 130930, + "n_ref": 81141 + }, + "11": { + "Dice": 0.6005830903790087, + "FN": 1595, + "FP": 323, + "IoU": 0.42916666666666664, + "TN": 108123568, + "TP": 1442, + "n_pred": 1765, + "n_ref": 3037 + }, + "12": { + "Dice": 0.5657220894503243, + "FN": 2317, + "FP": 227, + "IoU": 0.39442989764341824, + "TN": 108122727, + "TP": 1657, + "n_pred": 1884, + "n_ref": 3974 + }, + "13": { + "Dice": 0.433459880976811, + "FN": 43626, + "FP": 44718, + "IoU": 0.27669887014900935, + "TN": 108004788, + "TP": 33796, + "n_pred": 78514, + "n_ref": 77422 + }, + "14": { + "Dice": 0.3563778990450205, + "FN": 8546, + "FP": 104680, + "IoU": 0.21682471830839783, + "TN": 107982355, + "TP": 31347, + "n_pred": 136027, + "n_ref": 39893 + }, + "15": { + "Dice": 0.4595517292563456, + "FN": 14847, + "FP": 14281, + "IoU": 0.2983233763730969, + "TN": 108085416, + "TP": 12384, + "n_pred": 26665, + "n_ref": 27231 + }, + "2": { + "Dice": 0.4976383228594885, + "FN": 55225, + "FP": 217687, + "IoU": 0.3312373647646936, + "TN": 107718843, + "TP": 135173, + "n_pred": 352860, + "n_ref": 190398 + }, + "3": { + "Dice": 0.6522862309480755, + "FN": 89136, + "FP": 29312, + "IoU": 0.48399463293080314, + "TN": 107897380, + "TP": 111100, + "n_pred": 140412, + "n_ref": 200236 + }, + "4": { + "Dice": 0.19272143430559271, + "FN": 29708, + "FP": 460, + "IoU": 0.10663626402913916, + "TN": 108093159, + "TP": 3601, + "n_pred": 4061, + "n_ref": 33309 + }, + "5": { + "Dice": 0.27956512092300867, + "FN": 3247, + "FP": 0, + "IoU": 0.16249677585762187, + "TN": 108123051, + "TP": 630, + "n_pred": 630, + "n_ref": 3877 + }, + "6": { + "Dice": 0.6231141641161047, + "FN": 53055, + "FP": 1672357, + "IoU": 0.4525532530560858, + "TN": 104975184, + "TP": 1426332, + "n_pred": 3098689, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.5812826242633926, + "FN": 87953, + "FP": 154700, + "IoU": 0.4097240466668613, + "TN": 107715844, + "TP": 168431, + "n_pred": 323131, + "n_ref": 256384 + }, + "8": { + "Dice": 0.5778303255382116, + "FN": 3340, + "FP": 54862, + "IoU": 0.4063019595442351, + "TN": 108028895, + "TP": 39831, + "n_pred": 94693, + "n_ref": 43171 + }, + "9": { + "Dice": 0.6669672233359872, + "FN": 26972, + "FP": 7747, + "IoU": 0.500338202489746, + "TN": 108057443, + "TP": 34766, + "n_pred": 42513, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6624509103597658, + "FN": 23873, + "FP": 78668, + "IoU": 0.4952722225230236, + "TN": 62366999, + "TP": 100620, + "n_pred": 179288, + "n_ref": 124493 + }, + "10": { + "Dice": 0.5359550339683313, + "FN": 18478, + "FP": 51945, + "IoU": 0.3660782601650899, + "TN": 62459069, + "TP": 40668, + "n_pred": 92613, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6070287539936102, + "FN": 722, + "FP": 1000, + "IoU": 0.43577981651376146, + "TN": 62567108, + "TP": 1330, + "n_pred": 2330, + "n_ref": 2052 + }, + "12": { + "Dice": 0.5990495247623812, + "FN": 1872, + "FP": 1334, + "IoU": 0.4276022138903767, + "TN": 62564559, + "TP": 2395, + "n_pred": 3729, + "n_ref": 4267 + }, + "13": { + "Dice": 0.5070992625243707, + "FN": 17780, + "FP": 28738, + "IoU": 0.33967379732281006, + "TN": 62499713, + "TP": 23929, + "n_pred": 52667, + "n_ref": 41709 + }, + "14": { + "Dice": 0.8767508241029592, + "FN": 76762, + "FP": 1306, + "IoU": 0.7805488247100427, + "TN": 62214418, + "TP": 277674, + "n_pred": 278980, + "n_ref": 354436 + }, + "15": { + "Dice": 0.16604721079670284, + "FN": 81287, + "FP": 19683, + "IoU": 0.09054061357208482, + "TN": 62459138, + "TP": 10052, + "n_pred": 29735, + "n_ref": 91339 + }, + "2": { + "Dice": 0.6018206097313796, + "FN": 66059, + "FP": 67527, + "IoU": 0.43043161265290636, + "TN": 62335621, + "TP": 100953, + "n_pred": 168480, + "n_ref": 167012 + }, + "3": { + "Dice": 0.5957366740385428, + "FN": 90937, + "FP": 57310, + "IoU": 0.4242343035133099, + "TN": 62312682, + "TP": 109231, + "n_pred": 166541, + "n_ref": 200168 + }, + "4": { + "Dice": 0.613383738644699, + "FN": 12609, + "FP": 1095, + "IoU": 0.44236012207527975, + "TN": 62545585, + "TP": 10871, + "n_pred": 11966, + "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": 0.8880138939816582, + "FN": 97722, + "FP": 245249, + "IoU": 0.7985836236401777, + "TN": 60867364, + "TP": 1359825, + "n_pred": 1605074, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.4956436964836141, + "FN": 58517, + "FP": 203774, + "IoU": 0.32947227683033764, + "TN": 62178989, + "TP": 128880, + "n_pred": 332654, + "n_ref": 187397 + }, + "8": { + "Dice": 0.5909131158160627, + "FN": 6727, + "FP": 81052, + "IoU": 0.4193588929459703, + "TN": 62418984, + "TP": 63397, + "n_pred": 144449, + "n_ref": 70124 + }, + "9": { + "Dice": 0.5551453996320168, + "FN": 25609, + "FP": 12834, + "IoU": 0.3842223290084895, + "TN": 62507730, + "TP": 23987, + "n_pred": 36821, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7130050570924327, + "FN": 82545, + "FP": 76982, + "IoU": 0.5540076602644748, + "TN": 55023558, + "TP": 198163, + "n_pred": 275145, + "n_ref": 280708 + }, + "10": { + "Dice": 0.5171184022824536, + "FN": 6969, + "FP": 123015, + "IoU": 0.3487253487253487, + "TN": 55181664, + "TP": 69600, + "n_pred": 192615, + "n_ref": 76569 + }, + "11": { + "Dice": 0.435723951285521, + "FN": 3039, + "FP": 297, + "IoU": 0.27854671280276816, + "TN": 55376624, + "TP": 1288, + "n_pred": 1585, + "n_ref": 4327 + }, + "12": { + "Dice": 0.27399562951756595, + "FN": 3913, + "FP": 406, + "IoU": 0.15874561745227891, + "TN": 55376114, + "TP": 815, + "n_pred": 1221, + "n_ref": 4728 + }, + "13": { + "Dice": 0.37879072949627984, + "FN": 32725, + "FP": 39913, + "IoU": 0.23364702903443618, + "TN": 55286464, + "TP": 22146, + "n_pred": 62059, + "n_ref": 54871 + }, + "14": { + "Dice": 0.7894250360284252, + "FN": 15758, + "FP": 26616, + "IoU": 0.6521075187599547, + "TN": 55259446, + "TP": 79428, + "n_pred": 106044, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7107582688849229, + "FN": 35888, + "FP": 6411, + "IoU": 0.5512994590007425, + "TN": 55286978, + "TP": 51971, + "n_pred": 58382, + "n_ref": 87859 + }, + "2": { + "Dice": 0.5392428683337294, + "FN": 72838, + "FP": 136554, + "IoU": 0.3691529937756461, + "TN": 55049326, + "TP": 122530, + "n_pred": 259084, + "n_ref": 195368 + }, + "3": { + "Dice": 0.33439579488900073, + "FN": 139039, + "FP": 39506, + "IoU": 0.2007654602833546, + "TN": 55157853, + "TP": 44850, + "n_pred": 84356, + "n_ref": 183889 + }, + "4": { + "Dice": 0.5536090984132808, + "FN": 4391, + "FP": 476, + "IoU": 0.3827520608750793, + "TN": 55373363, + "TP": 3018, + "n_pred": 3494, + "n_ref": 7409 + }, + "5": { + "Dice": 0.03175711045192811, + "FN": 5549, + "FP": 0, + "IoU": 0.016134751773049644, + "TN": 55375608, + "TP": 91, + "n_pred": 91, + "n_ref": 5640 + }, + "6": { + "Dice": 0.8744309896572627, + "FN": 212827, + "FP": 156508, + "IoU": 0.77687905550189, + "TN": 53725935, + "TP": 1285978, + "n_pred": 1442486, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.5469186140572554, + "FN": 41722, + "FP": 179519, + "IoU": 0.3763853968182382, + "TN": 55026476, + "TP": 133531, + "n_pred": 313050, + "n_ref": 175253 + }, + "8": { + "Dice": 0.7249374190763919, + "FN": 5060, + "FP": 26806, + "IoU": 0.5685504616967695, + "TN": 55307390, + "TP": 41992, + "n_pred": 68798, + "n_ref": 47052 + }, + "9": { + "Dice": 0.7313186866766131, + "FN": 13418, + "FP": 14135, + "IoU": 0.576440023981184, + "TN": 55316197, + "TP": 37498, + "n_pred": 51633, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6390606414255897, + "FN": 60942, + "FP": 196376, + "IoU": 0.4695731939849314, + "TN": 110661500, + "TP": 227797, + "n_pred": 424173, + "n_ref": 288739 + }, + "10": { + "Dice": 0.48894624099930317, + "FN": 34911, + "FP": 64098, + "IoU": 0.3235796463804553, + "TN": 111000243, + "TP": 47363, + "n_pred": 111461, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7342718325650928, + "FN": 687, + "FP": 1446, + "IoU": 0.5801181102362205, + "TN": 111141535, + "TP": 2947, + "n_pred": 4393, + "n_ref": 3634 + }, + "12": { + "Dice": 0.5944915254237289, + "FN": 1701, + "FP": 213, + "IoU": 0.42297256557129936, + "TN": 111143298, + "TP": 1403, + "n_pred": 1616, + "n_ref": 3104 + }, + "13": { + "Dice": 0.3480242279615866, + "FN": 41593, + "FP": 37092, + "IoU": 0.21067150853680558, + "TN": 111046929, + "TP": 21001, + "n_pred": 58093, + "n_ref": 62594 + }, + "14": { + "Dice": 0.12243678084580005, + "FN": 30055, + "FP": 128504, + "IoU": 0.06521047046338875, + "TN": 110976995, + "TP": 11061, + "n_pred": 139565, + "n_ref": 41116 + }, + "15": { + "Dice": 0.45227327788096583, + "FN": 14163, + "FP": 12967, + "IoU": 0.2922177871696538, + "TN": 111108284, + "TP": 11201, + "n_pred": 24168, + "n_ref": 25364 + }, + "2": { + "Dice": 0.4256545744656651, + "FN": 90396, + "FP": 86341, + "IoU": 0.27036923889888864, + "TN": 110904387, + "TP": 65491, + "n_pred": 151832, + "n_ref": 155887 + }, + "3": { + "Dice": 0.6495336229833372, + "FN": 94913, + "FP": 66577, + "IoU": 0.4809698590336121, + "TN": 110835477, + "TP": 149648, + "n_pred": 216225, + "n_ref": 244561 + }, + "4": { + "Dice": 0.40783487784330247, + "FN": 13997, + "FP": 61, + "IoU": 0.256151119106831, + "TN": 111127716, + "TP": 4841, + "n_pred": 4902, + "n_ref": 18838 + }, + "5": { + "Dice": 0.4650525354042942, + "FN": 3240, + "FP": 273, + "IoU": 0.30297619047619045, + "TN": 111141575, + "TP": 1527, + "n_pred": 1800, + "n_ref": 4767 + }, + "6": { + "Dice": 0.6938335756961768, + "FN": 77623, + "FP": 1269640, + "IoU": 0.5311984466803186, + "TN": 108272770, + "TP": 1526582, + "n_pred": 2796222, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.15642519572405522, + "FN": 321836, + "FP": 291480, + "IoU": 0.08484884657853115, + "TN": 110476435, + "TP": 56864, + "n_pred": 348344, + "n_ref": 378700 + }, + "8": { + "Dice": 0.6850525354042942, + "FN": 5570, + "FP": 63372, + "IoU": 0.520973311747417, + "TN": 111002694, + "TP": 74979, + "n_pred": 138351, + "n_ref": 80549 + }, + "9": { + "Dice": 0.4898972822348401, + "FN": 34845, + "FP": 8906, + "IoU": 0.32441321803582457, + "TN": 111081855, + "TP": 21009, + "n_pred": 29915, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8681018158160717, + "FN": 15382, + "FP": 41385, + "IoU": 0.766943377015798, + "TN": 96877449, + "TP": 186809, + "n_pred": 228194, + "n_ref": 202191 + }, + "10": { + "Dice": 0.5348504072361151, + "FN": 22129, + "FP": 68791, + "IoU": 0.36504832672216325, + "TN": 96977833, + "TP": 52272, + "n_pred": 121063, + "n_ref": 74401 + }, + "11": { + "Dice": 0.5732211987718596, + "FN": 1765, + "FP": 1432, + "IoU": 0.40175898203592814, + "TN": 97115681, + "TP": 2147, + "n_pred": 3579, + "n_ref": 3912 + }, + "12": { + "Dice": 0.4054484857267063, + "FN": 3884, + "FP": 219, + "IoU": 0.25427117411850236, + "TN": 97115523, + "TP": 1399, + "n_pred": 1618, + "n_ref": 5283 + }, + "13": { + "Dice": 0.5684337691870381, + "FN": 27374, + "FP": 9064, + "IoU": 0.3970712335567138, + "TN": 97060590, + "TP": 23997, + "n_pred": 33061, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8656561004425399, + "FN": 25232, + "FP": 8313, + "IoU": 0.7631337381725745, + "TN": 96979405, + "TP": 108075, + "n_pred": 116388, + "n_ref": 133307 + }, + "15": { + "Dice": 0.5983951386724836, + "FN": 37775, + "FP": 3465, + "IoU": 0.42693569006725585, + "TN": 97049061, + "TP": 30724, + "n_pred": 34189, + "n_ref": 68499 + }, + "2": { + "Dice": 0.5694625773173811, + "FN": 87573, + "FP": 33123, + "IoU": 0.3980759736082227, + "TN": 96920508, + "TP": 79821, + "n_pred": 112944, + "n_ref": 167394 + }, + "3": { + "Dice": 0.6736358692368118, + "FN": 69346, + "FP": 76481, + "IoU": 0.5078815489749431, + "TN": 96824700, + "TP": 150498, + "n_pred": 226979, + "n_ref": 219844 + }, + "4": { + "Dice": 0.24320672571685933, + "FN": 14803, + "FP": 320, + "IoU": 0.13843787386771492, + "TN": 97103472, + "TP": 2430, + "n_pred": 2750, + "n_ref": 17233 + }, + "5": { + "Dice": 0.06938625505328923, + "FN": 11986, + "FP": 675, + "IoU": 0.035939998477118706, + "TN": 97107892, + "TP": 472, + "n_pred": 1147, + "n_ref": 12458 + }, + "6": { + "Dice": 0.8704059516858874, + "FN": 101352, + "FP": 341242, + "IoU": 0.7705475723645533, + "TN": 95192111, + "TP": 1486320, + "n_pred": 1827562, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.6667111201365126, + "FN": 106795, + "FP": 113131, + "IoU": 0.5000500118209759, + "TN": 96681129, + "TP": 219970, + "n_pred": 333101, + "n_ref": 326765 + }, + "8": { + "Dice": 0.5296429462067572, + "FN": 16216, + "FP": 132787, + "IoU": 0.36021383026685844, + "TN": 96888130, + "TP": 83892, + "n_pred": 216679, + "n_ref": 100108 + }, + "9": { + "Dice": 0.5912133833697609, + "FN": 52436, + "FP": 7040, + "IoU": 0.4196614138654437, + "TN": 97018540, + "TP": 43009, + "n_pred": 50049, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.832, + "FN": 55332, + "FP": 1935, + "IoU": 0.7123287671232876, + "TN": 78857334, + "TP": 141804, + "n_pred": 143739, + "n_ref": 197136 + }, + "10": { + "Dice": 0.7147600225861095, + "FN": 29720, + "FP": 20796, + "IoU": 0.5561296218192042, + "TN": 78942597, + "TP": 63292, + "n_pred": 84088, + "n_ref": 93012 + }, + "11": { + "Dice": 0.6464036246932225, + "FN": 1297, + "FP": 576, + "IoU": 0.4775453277545328, + "TN": 79052820, + "TP": 1712, + "n_pred": 2288, + "n_ref": 3009 + }, + "12": { + "Dice": 0.17816869643662608, + "FN": 2609, + "FP": 1035, + "IoU": 0.0977964842782867, + "TN": 79052366, + "TP": 395, + "n_pred": 1430, + "n_ref": 3004 + }, + "13": { + "Dice": 0.5529934192927077, + "FN": 34467, + "FP": 15663, + "IoU": 0.3821637210678104, + "TN": 78975267, + "TP": 31008, + "n_pred": 46671, + "n_ref": 65475 + }, + "14": { + "Dice": 0.28775610327925083, + "FN": 4739, + "FP": 159310, + "IoU": 0.16805789398949225, + "TN": 78859217, + "TP": 33139, + "n_pred": 192449, + "n_ref": 37878 + }, + "15": { + "Dice": 0.4611815651098051, + "FN": 22131, + "FP": 16193, + "IoU": 0.29969849246231156, + "TN": 79001680, + "TP": 16401, + "n_pred": 32594, + "n_ref": 38532 + }, + "2": { + "Dice": 0.46393255441534476, + "FN": 15841, + "FP": 208106, + "IoU": 0.3020261615132163, + "TN": 78735552, + "TP": 96906, + "n_pred": 305012, + "n_ref": 112747 + }, + "3": { + "Dice": 0.023842410924501647, + "FN": 119861, + "FP": 4521, + "IoU": 0.012065035226090341, + "TN": 78930504, + "TP": 1519, + "n_pred": 6040, + "n_ref": 121380 + }, + "4": { + "Dice": 0.5793396072458249, + "FN": 3157, + "FP": 4576, + "IoU": 0.4077959871343238, + "TN": 79043347, + "TP": 5325, + "n_pred": 9901, + "n_ref": 8482 + }, + "5": { + "Dice": 0.2973111834218188, + "FN": 4090, + "FP": 13, + "IoU": 0.17461275397304366, + "TN": 79051434, + "TP": 868, + "n_pred": 881, + "n_ref": 4958 + }, + "6": { + "Dice": 0.6545424882178184, + "FN": 74948, + "FP": 1237870, + "IoU": 0.4864832092325361, + "TN": 76499881, + "TP": 1243706, + "n_pred": 2481576, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.5973655009485629, + "FN": 223637, + "FP": 113815, + "IoU": 0.42588821346726075, + "TN": 78468624, + "TP": 250329, + "n_pred": 364144, + "n_ref": 473966 + }, + "8": { + "Dice": 0.482462188711685, + "FN": 4588, + "FP": 53207, + "IoU": 0.31792432789671204, + "TN": 78971671, + "TP": 26939, + "n_pred": 80146, + "n_ref": 31527 + }, + "9": { + "Dice": 0.6960748266987113, + "FN": 32481, + "FP": 1410, + "IoU": 0.5338303462125693, + "TN": 78983704, + "TP": 38810, + "n_pred": 40220, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8163396020970813, + "FN": 16751, + "FP": 80742, + "IoU": 0.6896738317370282, + "TN": 122397777, + "TP": 216670, + "n_pred": 297412, + "n_ref": 233421 + }, + "10": { + "Dice": 0.5331195237496331, + "FN": 34097, + "FP": 99541, + "IoU": 0.36343760270938424, + "TN": 122502003, + "TP": 76299, + "n_pred": 175840, + "n_ref": 110396 + }, + "11": { + "Dice": 0.5145439141485456, + "FN": 2360, + "FP": 1078, + "IoU": 0.34638783269961976, + "TN": 122706680, + "TP": 1822, + "n_pred": 2900, + "n_ref": 4182 + }, + "12": { + "Dice": 0.022320025149324112, + "FN": 6219, + "FP": 1, + "IoU": 0.011285964075663646, + "TN": 122705649, + "TP": 71, + "n_pred": 72, + "n_ref": 6290 + }, + "13": { + "Dice": 0.2455329022381336, + "FN": 38403, + "FP": 56220, + "IoU": 0.13994728231230685, + "TN": 122601920, + "TP": 15397, + "n_pred": 71617, + "n_ref": 53800 + }, + "14": { + "Dice": 0.6385006693440428, + "FN": 30189, + "FP": 57574, + "IoU": 0.4689687721230237, + "TN": 122546671, + "TP": 77506, + "n_pred": 135080, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8473507287001654, + "FN": 12396, + "FP": 1545, + "IoU": 0.7351331838735418, + "TN": 122659306, + "TP": 38693, + "n_pred": 40238, + "n_ref": 51089 + }, + "2": { + "Dice": 0.25891981999384717, + "FN": 100751, + "FP": 106415, + "IoU": 0.14871217475632406, + "TN": 122468584, + "TP": 36190, + "n_pred": 142605, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7024774253299375, + "FN": 13901, + "FP": 97894, + "IoU": 0.5413990007137759, + "TN": 122468166, + "TP": 131979, + "n_pred": 229873, + "n_ref": 145880 + }, + "4": { + "Dice": 0.022128060263653482, + "FN": 64629, + "FP": 10143, + "IoU": 0.01118781242561295, + "TN": 122636322, + "TP": 846, + "n_pred": 10989, + "n_ref": 65475 + }, + "5": { + "Dice": 0.034043525446964075, + "FN": 16911, + "FP": 0, + "IoU": 0.017316520425358823, + "TN": 122694731, + "TP": 298, + "n_pred": 298, + "n_ref": 17209 + }, + "6": { + "Dice": 0.8019569679091435, + "FN": 152527, + "FP": 617111, + "IoU": 0.6693891174422566, + "TN": 120384013, + "TP": 1558289, + "n_pred": 2175400, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.3075661225488701, + "FN": 369543, + "FP": 516046, + "IoU": 0.18173006735842256, + "TN": 121629670, + "TP": 196681, + "n_pred": 712727, + "n_ref": 566224 + }, + "8": { + "Dice": 0.6612036408096726, + "FN": 14772, + "FP": 109922, + "IoU": 0.49387917458152714, + "TN": 122465568, + "TP": 121678, + "n_pred": 231600, + "n_ref": 136450 + }, + "9": { + "Dice": 0.5761844212890335, + "FN": 39854, + "FP": 11476, + "IoU": 0.40467630071211524, + "TN": 122625718, + "TP": 34892, + "n_pred": 46368, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/loop_001/summary_cross_val.json b/nnActive_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/loop_001/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..61947fa99e92d9d8a7f205991411bf803ccb3257 --- /dev/null +++ b/nnActive_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/loop_001/summary_cross_val.json @@ -0,0 +1,10200 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.21865981090065914, + "FN": 1670.1666666666667, + "FP": 1349.0777777777778, + "IoU": 0.17182566980227076, + "TN": 272683.3777777778, + "TP": 1748.0444444444445, + "n_pred": 3097.1222222222214, + "n_ref": 3418.211111111112 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 14.916666666666666, + "FP": 105.75, + "IoU": 0.0, + "TN": 277330.0, + "TP": 0.0, + "n_pred": 105.75, + "n_ref": 14.916666666666666 + }, + "10": { + "Dice": 0.25910302305741106, + "FN": 2082.4166666666665, + "FP": 716.9166666666666, + "IoU": 0.191636389342472, + "TN": 272162.6666666667, + "TP": 2488.6666666666665, + "n_pred": 3205.5833333333335, + "n_ref": 4571.083333333333 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1.8333333333333333, + "IoU": 0.0, + "TN": 277448.8333333333, + "TP": 0.0, + "n_pred": 1.8333333333333333, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 6.25, + "FP": 0.0, + "IoU": 0.0, + "TN": 277444.4166666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 6.25 + }, + "13": { + "Dice": 0.1501370217032719, + "FN": 1890.8333333333333, + "FP": 295.0, + "IoU": 0.09460537591020567, + "TN": 274752.3333333333, + "TP": 512.5, + "n_pred": 807.5, + "n_ref": 2403.3333333333335 + }, + "14": { + "Dice": 0.2627530308659814, + "FN": 15.75, + "FP": 11897.666666666666, + "IoU": 0.2168392840919415, + "TN": 264741.6666666667, + "TP": 795.5833333333334, + "n_pred": 12693.25, + "n_ref": 811.3333333333334 + }, + "15": { + "Dice": 0.3632125798138634, + "FN": 1673.25, + "FP": 1559.6666666666667, + "IoU": 0.2219057742834794, + "TN": 273295.75, + "TP": 922.0, + "n_pred": 2481.6666666666665, + "n_ref": 2595.25 + }, + "2": { + "Dice": 0.8635689383871176, + "FN": 304.0, + "FP": 252.33333333333334, + "IoU": 0.7642174768886782, + "TN": 275338.6666666667, + "TP": 1555.6666666666667, + "n_pred": 1808.0, + "n_ref": 1859.6666666666667 + }, + "3": { + "Dice": 0.0, + "FN": 0.0, + "FP": 600.8333333333334, + "IoU": 0.0, + "TN": 276849.8333333333, + "TP": 0.0, + "n_pred": 600.8333333333334, + "n_ref": 0.0 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 76.16666666666667, + "IoU": 0.0, + "TN": 277374.5, + "TP": 0.0, + "n_pred": 76.16666666666667, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.03617878484709191, + "FN": 2964.8333333333335, + "FP": 5.583333333333333, + "IoU": 0.018422646913036293, + "TN": 274424.5, + "TP": 55.75, + "n_pred": 61.333333333333336, + "n_ref": 3020.5833333333335 + }, + "6": { + "Dice": 0.44115528661739917, + "FN": 13172.75, + "FP": 2750.6666666666665, + "IoU": 0.3998385063832407, + "TN": 244436.33333333334, + "TP": 17090.916666666668, + "n_pred": 19841.583333333332, + "n_ref": 30263.666666666668 + }, + "7": { + "Dice": 0.15156142289484323, + "FN": 681.9166666666666, + "FP": 973.0833333333334, + "IoU": 0.09362105509693135, + "TN": 275364.3333333333, + "TP": 431.3333333333333, + "n_pred": 1404.4166666666667, + "n_ref": 1113.25 + }, + "8": { + "Dice": 0.35272198915101366, + "FN": 1023.5, + "FP": 359.3333333333333, + "IoU": 0.2877948457203983, + "TN": 274761.3333333333, + "TP": 1306.5, + "n_pred": 1665.8333333333333, + "n_ref": 2330.0 + }, + "9": { + "Dice": 0.39950508617189345, + "FN": 1222.0833333333333, + "FP": 641.3333333333334, + "IoU": 0.28850369240367796, + "TN": 274525.5, + "TP": 1061.75, + "n_pred": 1703.0833333333333, + "n_ref": 2283.8333333333335 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 82, + "IoU": 0.0, + "TN": 175150, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 60, + "IoU": 0.0, + "TN": 175172, + "TP": 0, + "n_pred": 60, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 137831, + "IoU": 0.0, + "TN": 37401, + "TP": 0, + "n_pred": 137831, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8456066945606695, + "FN": 310, + "FP": 428, + "IoU": 0.7325117796303008, + "TN": 172473, + "TP": 2021, + "n_pred": 2449, + "n_ref": 2331 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 175225, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 175208, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2534061470966954, + "FN": 146686, + "FP": 7, + "IoU": 0.14508590344313121, + "TN": 3644, + "TP": 24895, + "n_pred": 24902, + "n_ref": 171581 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 934, + "IoU": 0.0, + "TN": 174298, + "TP": 0, + "n_pred": 934, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.0, + "FN": 0, + "FP": 878, + "IoU": 0.0, + "TN": 349586, + "TP": 0, + "n_pred": 878, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7882590925979441, + "FN": 189, + "FP": 4940, + "IoU": 0.6505178522758245, + "TN": 335788, + "TP": 9547, + "n_pred": 14487, + "n_ref": 9736 + }, + "15": { + "Dice": 0.3632125798138634, + "FN": 20079, + "FP": 18716, + "IoU": 0.2219057742834794, + "TN": 300605, + "TP": 11064, + "n_pred": 29780, + "n_ref": 31143 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 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_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.6568078015059869, + "FN": 10252, + "FP": 3649, + "IoU": 0.48899018490607654, + "TN": 148029, + "TP": 13302, + "n_pred": 16951, + "n_ref": 23554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.021677471636952998, + "FN": 7915, + "FP": 1743, + "IoU": 0.010957501280081926, + "TN": 165467, + "TP": 107, + "n_pred": 1850, + "n_ref": 8022 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 835, + "IoU": 0.0, + "TN": 174397, + "TP": 0, + "n_pred": 835, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9284559443178626, + "FN": 4754, + "FP": 6707, + "IoU": 0.8664654891177704, + "TN": 89404, + "TP": 74367, + "n_pred": 81074, + "n_ref": 79121 + }, + "7": { + "Dice": 0.4049978457561396, + "FN": 3648, + "FP": 7400, + "IoU": 0.25391680172879527, + "TN": 160424, + "TP": 3760, + "n_pred": 11160, + "n_ref": 7408 + }, + "8": { + "Dice": 0.0, + "FN": 3048, + "FP": 0, + "IoU": 0.0, + "TN": 172184, + "TP": 0, + "n_pred": 0, + "n_ref": 3048 + }, + "9": { + "Dice": 0.5169974331684718, + "FN": 3566, + "FP": 4149, + "IoU": 0.34861533265788586, + "TN": 163388, + "TP": 4129, + "n_pred": 8278, + "n_ref": 7695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.6387073137810686, + "FN": 14737, + "FP": 4000, + "IoU": 0.46919176180628347, + "TN": 139933, + "TP": 16562, + "n_pred": 20562, + "n_ref": 31299 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4287335934728627, + "FN": 14775, + "FP": 1329, + "IoU": 0.27285862645053505, + "TN": 153085, + "TP": 6043, + "n_pred": 7372, + "n_ref": 20818 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8062497658211248, + "FN": 2689, + "FP": 2482, + "IoU": 0.6753923414940364, + "TN": 159302, + "TP": 10759, + "n_pred": 13241, + "n_ref": 13448 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7203, + "IoU": 0.0, + "TN": 168029, + "TP": 0, + "n_pred": 7203, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 175217, + "TP": 0, + "n_pred": 15, + "n_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": 1608, + "IoU": 0.0, + "TN": 173624, + "TP": 0, + "n_pred": 1608, + "n_ref": 0 + }, + "7": { + "Dice": 0.3528092687180765, + "FN": 4534, + "FP": 661, + "IoU": 0.21418847375586145, + "TN": 168621, + "TP": 1416, + "n_pred": 2077, + "n_ref": 5950 + }, + "8": { + "Dice": 0.19923161361141603, + "FN": 4443, + "FP": 4311, + "IoU": 0.11063700091435538, + "TN": 165389, + "TP": 1089, + "n_pred": 5400, + "n_ref": 5532 + }, + "9": { + "Dice": 0.6815178253472085, + "FN": 5547, + "FP": 2502, + "IoU": 0.516895744553148, + "TN": 158571, + "TP": 8612, + "n_pred": 11114, + "n_ref": 14159 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 897, + "IoU": 0.0, + "TN": 174335, + "TP": 0, + "n_pred": 897, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 175216, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 175210, + "TP": 0, + "n_pred": 22, + "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": 468, + "IoU": 0.0, + "TN": 174764, + "TP": 0, + "n_pred": 468, + "n_ref": 0 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 40, + "IoU": 0.0, + "TN": 175192, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "5": { + "Dice": 0.03617878484709191, + "FN": 35578, + "FP": 67, + "IoU": 0.018422646913036293, + "TN": 138918, + "TP": 669, + "n_pred": 736, + "n_ref": 36247 + }, + "6": { + "Dice": 0.04078100117704078, + "FN": 4710, + "FP": 22998, + "IoU": 0.020814927377460508, + "TN": 146935, + "TP": 589, + "n_pred": 23587, + "n_ref": 5299 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 2681, + "IoU": 0.0, + "TN": 172550, + "TP": 0, + "n_pred": 2681, + "n_ref": 1 + }, + "8": { + "Dice": 0.858934353841625, + "FN": 4791, + "FP": 1, + "IoU": 0.7527475362468397, + "TN": 155851, + "TP": 14589, + "n_pred": 14590, + "n_ref": 19380 + }, + "9": { + "Dice": 0.0, + "FN": 5552, + "FP": 1045, + "IoU": 0.0, + "TN": 168635, + "TP": 0, + "n_pred": 1045, + "n_ref": 5552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 179, + "FP": 290, + "IoU": 0.0, + "TN": 525227, + "TP": 0, + "n_pred": 290, + "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": 0.9388503547795584, + "FN": 649, + "FP": 118, + "IoU": 0.8847483095416979, + "TN": 519041, + "TP": 5888, + "n_pred": 6006, + "n_ref": 6537 + }, + "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": 0.9831333404953968, + "FN": 1923, + "FP": 1688, + "IoU": 0.9668262119778412, + "TN": 416845, + "TP": 105240, + "n_pred": 106928, + "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_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 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_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0390.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": NaN, + "FN": 1449.6944444444446, + "FP": 959.7833333333333, + "IoU": NaN, + "TN": 302651.35555555555, + "TP": 1595.1666666666667, + "n_pred": 2554.95, + "n_ref": 3044.8611111111113 + }, + "mean": { + "1": { + "Dice": 0.23272832843903543, + "FN": 4365.333333333333, + "FP": 212.08333333333334, + "IoU": 0.17987357284182415, + "TN": 296598.6666666667, + "TP": 5479.916666666667, + "n_pred": 5692.0, + "n_ref": 9845.25 + }, + "10": { + "Dice": 0.29092232089154113, + "FN": 1482.5, + "FP": 1627.0, + "IoU": 0.21067666248213027, + "TN": 301571.9166666667, + "TP": 1974.5833333333333, + "n_pred": 3601.5833333333335, + "n_ref": 3457.0833333333335 + }, + "11": { + "Dice": 0.2171624111608318, + "FN": 133.25, + "FP": 101.91666666666667, + "IoU": 0.1387020847343645, + "TN": 306352.0833333333, + "TP": 68.75, + "n_pred": 170.66666666666666, + "n_ref": 202.0 + }, + "12": { + "Dice": 0.19325773909340146, + "FN": 464.75, + "FP": 75.16666666666667, + "IoU": 0.11817036578941341, + "TN": 306070.25, + "TP": 45.833333333333336, + "n_pred": 121.0, + "n_ref": 510.5833333333333 + }, + "13": { + "Dice": 0.06295710252695351, + "FN": 1158.6666666666667, + "FP": 2017.25, + "IoU": 0.034613238834660214, + "TN": 303168.5833333333, + "TP": 311.5, + "n_pred": 2328.75, + "n_ref": 1470.1666666666667 + }, + "14": { + "Dice": 0.438194252702674, + "FN": 386.0, + "FP": 1018.0, + "IoU": 0.3899873353117971, + "TN": 301813.4166666667, + "TP": 3438.5833333333335, + "n_pred": 4456.583333333333, + "n_ref": 3824.5833333333335 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 208.91666666666666, + "IoU": 0.0, + "TN": 306447.0833333333, + "TP": 0.0, + "n_pred": 208.91666666666666, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.09779762821500076, + "FN": 530.75, + "FP": 1226.1666666666667, + "IoU": 0.06472326979920498, + "TN": 304634.5, + "TP": 264.5833333333333, + "n_pred": 1490.75, + "n_ref": 795.3333333333334 + }, + "3": { + "Dice": 0.19730072463768117, + "FN": 524.0833333333334, + "FP": 68.91666666666667, + "IoU": 0.16295110419534384, + "TN": 305155.4166666667, + "TP": 907.5833333333334, + "n_pred": 976.5, + "n_ref": 1431.6666666666667 + }, + "4": { + "Dice": 0.08997787129512189, + "FN": 1295.0, + "FP": 303.6666666666667, + "IoU": 0.05122493494168847, + "TN": 304826.8333333333, + "TP": 230.5, + "n_pred": 534.1666666666666, + "n_ref": 1525.5 + }, + "5": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 306656.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.3357078476569635, + "FN": 617.0, + "FP": 5792.25, + "IoU": 0.28395051651236264, + "TN": 296946.3333333333, + "TP": 3300.4166666666665, + "n_pred": 9092.666666666666, + "n_ref": 3917.4166666666665 + }, + "7": { + "Dice": 0.2980781683117794, + "FN": 10193.083333333334, + "FP": 958.25, + "IoU": 0.23608547963516185, + "TN": 288627.3333333333, + "TP": 6877.333333333333, + "n_pred": 7835.583333333333, + "n_ref": 17070.416666666668 + }, + "8": { + "Dice": 0.46895037454665967, + "FN": 207.25, + "FP": 566.0833333333334, + "IoU": 0.38045094720303096, + "TN": 305181.4166666667, + "TP": 701.25, + "n_pred": 1267.3333333333333, + "n_ref": 908.5 + }, + "9": { + "Dice": 0.19121484841833125, + "FN": 387.75, + "FP": 221.08333333333334, + "IoU": 0.13405834273793646, + "TN": 305720.5, + "TP": 326.6666666666667, + "n_pred": 547.75, + "n_ref": 714.4166666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 350425, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "10": { + "Dice": 0.426880029599482, + "FN": 3241, + "FP": 9151, + "IoU": 0.27135885223731404, + "TN": 333457, + "TP": 4615, + "n_pred": 13766, + "n_ref": 7856 + }, + "11": { + "Dice": 0.4343248223216636, + "FN": 1599, + "FP": 550, + "IoU": 0.277404169468729, + "TN": 347490, + "TP": 825, + "n_pred": 1375, + "n_ref": 2424 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 381, + "IoU": 0.0, + "TN": 350083, + "TP": 0, + "n_pred": 381, + "n_ref": 0 + }, + "13": { + "Dice": 0.1517189554762352, + "FN": 10794, + "FP": 11783, + "IoU": 0.08208651813302976, + "TN": 325868, + "TP": 2019, + "n_pred": 13802, + "n_ref": 12813 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4889881410750038, + "FN": 6369, + "FP": 267, + "IoU": 0.32361634899602487, + "TN": 340653, + "TP": 3175, + "n_pred": 3442, + "n_ref": 9544 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 648, + "IoU": 0.0, + "TN": 349816, + "TP": 0, + "n_pred": 648, + "n_ref": 0 + }, + "4": { + "Dice": 0.16383734701934466, + "FN": 6025, + "FP": 2447, + "IoU": 0.08922812298430445, + "TN": 341162, + "TP": 830, + "n_pred": 3277, + "n_ref": 6855 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8580537534754402, + "FN": 5990, + "FP": 1668, + "IoU": 0.7513959226074536, + "TN": 319660, + "TP": 23146, + "n_pred": 24814, + "n_ref": 29136 + }, + "7": { + "Dice": 0.8422641509433962, + "FN": 265, + "FP": 362, + "IoU": 0.727509778357236, + "TN": 348163, + "TP": 1674, + "n_pred": 2036, + "n_ref": 1939 + }, + "8": { + "Dice": 0.24633431085043989, + "FN": 0, + "FP": 514, + "IoU": 0.14046822742474915, + "TN": 349866, + "TP": 84, + "n_pred": 598, + "n_ref": 84 + }, + "9": { + "Dice": 0.5736445452549938, + "FN": 4653, + "FP": 1174, + "IoU": 0.4021750282138094, + "TN": 340717, + "TP": 3920, + "n_pred": 5094, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 175214, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 140, + "IoU": 0.0, + "TN": 700788, + "TP": 0, + "n_pred": 140, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 808, + "FP": 3422, + "IoU": 0.0, + "TN": 696698, + "TP": 0, + "n_pred": 3422, + "n_ref": 808 + }, + "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": 0.01433349259436216, + "FN": 1501, + "FP": 562, + "IoU": 0.007218479307025986, + "TN": 698850, + "TP": 15, + "n_pred": 577, + "n_ref": 1516 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "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": 5, + "IoU": 0.0, + "TN": 700923, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.2860520094562648, + "FN": 9515, + "FP": 149, + "IoU": 0.16689655172413792, + "TN": 689328, + "TP": 1936, + "n_pred": 2085, + "n_ref": 11451 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5954830721939973, + "FN": 979, + "FP": 8496, + "IoU": 0.42397714146756643, + "TN": 684479, + "TP": 6974, + "n_pred": 15470, + "n_ref": 7953 + }, + "7": { + "Dice": 0.0, + "FN": 16199, + "FP": 5947, + "IoU": 0.0, + "TN": 678782, + "TP": 0, + "n_pred": 5947, + "n_ref": 16199 + }, + "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_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0057.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_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7584924511545293, + "FN": 25092, + "FP": 1014, + "IoU": 0.610944695310055, + "TN": 108131, + "TP": 40995, + "n_pred": 42009, + "n_ref": 66087 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 5208, + "IoU": 0.0, + "TN": 170024, + "TP": 0, + "n_pred": 5208, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 142, + "IoU": 0.0, + "TN": 175090, + "TP": 0, + "n_pred": 142, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 632, + "IoU": 0.0, + "TN": 174600, + "TP": 0, + "n_pred": 632, + "n_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": 10574, + "IoU": 0.0, + "TN": 164658, + "TP": 0, + "n_pred": 10574, + "n_ref": 0 + }, + "7": { + "Dice": 0.028116531165311653, + "FN": 40166, + "FP": 0, + "IoU": 0.01425871843325889, + "TN": 134485, + "TP": 581, + "n_pred": 581, + "n_ref": 40747 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 6190, + "IoU": 0.0, + "TN": 169042, + "TP": 0, + "n_pred": 6190, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 291, + "IoU": 0.0, + "TN": 350173, + "TP": 0, + "n_pred": 291, + "n_ref": 0 + }, + "10": { + "Dice": 0.7333572523565675, + "FN": 4226, + "FP": 3949, + "IoU": 0.578977184941031, + "TN": 331047, + "TP": 11242, + "n_pred": 15191, + "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": 0.21169016709112368, + "FN": 1609, + "FP": 11082, + "IoU": 0.11837443556790553, + "TN": 336069, + "TP": 1704, + "n_pred": 12786, + "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": 0.0, + "FN": 0, + "FP": 330, + "IoU": 0.0, + "TN": 350134, + "TP": 0, + "n_pred": 330, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8964181079293072, + "FN": 435, + "FP": 1757, + "IoU": 0.8122805515115183, + "TN": 338787, + "TP": 9485, + "n_pred": 11242, + "n_ref": 9920 + }, + "7": { + "Dice": 0.7652140216039914, + "FN": 43574, + "FP": 49, + "IoU": 0.6197138896879986, + "TN": 235753, + "TP": 71088, + "n_pred": 71137, + "n_ref": 114662 + }, + "8": { + "Dice": 0.7625, + "FN": 36, + "FP": 2, + "IoU": 0.6161616161616161, + "TN": 350365, + "TP": 61, + "n_pred": 63, + "n_ref": 97 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1045, + "IoU": 0.0, + "TN": 349419, + "TP": 0, + "n_pred": 1045, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 236, + "IoU": 0.0, + "TN": 174996, + "TP": 0, + "n_pred": 236, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 175205, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.876388505405348, + "FN": 4632, + "FP": 7008, + "IoU": 0.7799746706235942, + "TN": 122329, + "TP": 41263, + "n_pred": 48271, + "n_ref": 45895 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2354, + "IoU": 0.0, + "TN": 172878, + "TP": 0, + "n_pred": 2354, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 11220, + "IoU": 0.0, + "TN": 164012, + "TP": 0, + "n_pred": 11220, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 137, + "IoU": 0.0, + "TN": 175095, + "TP": 0, + "n_pred": 137, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 9465, + "IoU": 0.0, + "TN": 165767, + "TP": 0, + "n_pred": 9465, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4121, + "IoU": 0.0, + "TN": 171111, + "TP": 0, + "n_pred": 4121, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6378775194796832, + "FN": 27292, + "FP": 825, + "IoU": 0.4682967417408899, + "TN": 122351, + "TP": 24764, + "n_pred": 25589, + "n_ref": 52056 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1383, + "IoU": 0.0, + "TN": 173849, + "TP": 0, + "n_pred": 1383, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.42857142857142855, + "FN": 24, + "FP": 0, + "IoU": 0.2727272727272727, + "TN": 175199, + "TP": 9, + "n_pred": 9, + "n_ref": 33 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 175165, + "TP": 0, + "n_pred": 67, + "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": 11, + "IoU": 0.0, + "TN": 175221, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 582, + "IoU": 0.0, + "TN": 174650, + "TP": 0, + "n_pred": 582, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 513, + "FP": 0, + "IoU": 0.0, + "TN": 174719, + "TP": 0, + "n_pred": 0, + "n_ref": 513 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 86, + "IoU": 0.0, + "TN": 175146, + "TP": 0, + "n_pred": 86, + "n_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": 25891, + "IoU": 0.0, + "TN": 149341, + "TP": 0, + "n_pred": 25891, + "n_ref": 0 + }, + "7": { + "Dice": 0.4509524744697565, + "FN": 22091, + "FP": 275, + "IoU": 0.2911159709676397, + "TN": 143681, + "TP": 9185, + "n_pred": 9460, + "n_ref": 31276 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.5852966433931972, + "FN": 9515, + "FP": 1592, + "IoU": 0.41372393771443655, + "TN": 156287, + "TP": 7838, + "n_pred": 9430, + "n_ref": 17353 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 673, + "IoU": 0.0, + "TN": 174559, + "TP": 0, + "n_pred": 673, + "n_ref": 0 + }, + "12": { + "Dice": 0.15120178870877585, + "FN": 5553, + "FP": 521, + "IoU": 0.08178382464096749, + "TN": 168617, + "TP": 541, + "n_pred": 1062, + "n_ref": 6094 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 695, + "IoU": 0.0, + "TN": 174537, + "TP": 0, + "n_pred": 695, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2640, + "IoU": 0.0, + "TN": 172592, + "TP": 0, + "n_pred": 2640, + "n_ref": 0 + }, + "3": { + "Dice": 0.7892028985507247, + "FN": 5776, + "FP": 42, + "IoU": 0.6518044167813754, + "TN": 158523, + "TP": 10891, + "n_pred": 10933, + "n_ref": 16667 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 11656, + "IoU": 0.0, + "TN": 163576, + "TP": 0, + "n_pred": 11656, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 22, + "FP": 745, + "IoU": 0.0, + "TN": 174465, + "TP": 0, + "n_pred": 745, + "n_ref": 22 + }, + "8": { + "Dice": 0.8669671873361987, + "FN": 2451, + "FP": 87, + "IoU": 0.7651739452257587, + "TN": 164424, + "TP": 8270, + "n_pred": 8357, + "n_ref": 10721 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 434, + "IoU": 0.0, + "TN": 174798, + "TP": 0, + "n_pred": 434, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0349.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.2118551027052102, + "FN": 1730.988888888889, + "FP": 1374.2111111111112, + "IoU": 0.16264002086903648, + "TN": 169501.82222222222, + "TP": 2624.977777777778, + "n_pred": 3999.188888888889, + "n_ref": 4355.966666666666 + }, + "mean": { + "1": { + "Dice": 0.16607004834659614, + "FN": 8011.166666666667, + "FP": 183.0, + "IoU": 0.10185997323965885, + "TN": 164050.66666666666, + "TP": 2987.1666666666665, + "n_pred": 3170.1666666666665, + "n_ref": 10998.333333333334 + }, + "10": { + "Dice": 0.2658660441530619, + "FN": 1054.1666666666667, + "FP": 1478.0833333333333, + "IoU": 0.18355250636225878, + "TN": 171079.08333333334, + "TP": 1620.6666666666667, + "n_pred": 3098.75, + "n_ref": 2674.8333333333335 + }, + "11": { + "Dice": 0.0, + "FN": 306.6666666666667, + "FP": 0.25, + "IoU": 0.0, + "TN": 174925.08333333334, + "TP": 0.0, + "n_pred": 0.25, + "n_ref": 306.6666666666667 + }, + "12": { + "Dice": 0.05789717461787865, + "FN": 318.0833333333333, + "FP": 20.916666666666668, + "IoU": 0.029811590746482233, + "TN": 174882.58333333334, + "TP": 10.416666666666666, + "n_pred": 31.333333333333332, + "n_ref": 328.5 + }, + "13": { + "Dice": 0.19835451618403957, + "FN": 2144.25, + "FP": 1152.4166666666667, + "IoU": 0.12439451841754676, + "TN": 170910.83333333334, + "TP": 1024.5, + "n_pred": 2176.9166666666665, + "n_ref": 3168.75 + }, + "14": { + "Dice": 0.23684113508047527, + "FN": 743.25, + "FP": 218.5, + "IoU": 0.2249982488267139, + "TN": 166775.33333333334, + "TP": 7494.916666666667, + "n_pred": 7713.416666666667, + "n_ref": 8238.166666666666 + }, + "15": { + "Dice": 0.1525937316267921, + "FN": 48.833333333333336, + "FP": 1512.5833333333333, + "IoU": 0.08259890325107716, + "TN": 173530.0, + "TP": 140.58333333333334, + "n_pred": 1653.1666666666667, + "n_ref": 189.41666666666666 + }, + "2": { + "Dice": 0.6091439412651332, + "FN": 2509.1666666666665, + "FP": 115.5, + "IoU": 0.4971951105256648, + "TN": 167795.0, + "TP": 4812.333333333333, + "n_pred": 4927.833333333333, + "n_ref": 7321.5 + }, + "3": { + "Dice": 0.11174614687216682, + "FN": 1680.9166666666667, + "FP": 1327.4166666666667, + "IoU": 0.07753315049191054, + "TN": 170939.75, + "TP": 1283.9166666666667, + "n_pred": 2611.3333333333335, + "n_ref": 2964.8333333333335 + }, + "4": { + "Dice": 0.0937152244184198, + "FN": 853.9166666666666, + "FP": 194.33333333333334, + "IoU": 0.05766597104473718, + "TN": 173889.0, + "TP": 294.75, + "n_pred": 489.0833333333333, + "n_ref": 1148.6666666666667 + }, + "5": { + "Dice": 0.0, + "FN": 6.833333333333333, + "FP": 53.833333333333336, + "IoU": 0.0, + "TN": 175171.33333333334, + "TP": 0.0, + "n_pred": 53.833333333333336, + "n_ref": 6.833333333333333 + }, + "6": { + "Dice": 0.4937797190744582, + "FN": 2926.1666666666665, + "FP": 10954.416666666666, + "IoU": 0.4364042615416443, + "TN": 145174.33333333334, + "TP": 16177.083333333334, + "n_pred": 27131.5, + "n_ref": 19103.25 + }, + "7": { + "Dice": 0.1334209747962842, + "FN": 4945.25, + "FP": 2606.0, + "IoU": 0.08092576445565765, + "TN": 166031.33333333334, + "TP": 1649.4166666666667, + "n_pred": 4255.416666666667, + "n_ref": 6594.666666666667 + }, + "8": { + "Dice": 0.4239268867652841, + "FN": 48.916666666666664, + "FP": 313.3333333333333, + "IoU": 0.3784338715042074, + "TN": 173410.58333333334, + "TP": 1459.1666666666667, + "n_pred": 1772.5, + "n_ref": 1508.0833333333333 + }, + "9": { + "Dice": 0.23447099737756338, + "FN": 367.25, + "FP": 482.5833333333333, + "IoU": 0.16422644262798816, + "TN": 173962.41666666666, + "TP": 419.75, + "n_pred": 902.3333333333334, + "n_ref": 787.0 + } + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1035, + "IoU": 0.0, + "TN": 174197, + "TP": 0, + "n_pred": 1035, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 185, + "IoU": 0.0, + "TN": 175047, + "TP": 0, + "n_pred": 185, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 3534, + "FP": 0, + "IoU": 0.0, + "TN": 171698, + "TP": 0, + "n_pred": 0, + "n_ref": 3534 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 936, + "FP": 0, + "IoU": 0.0, + "TN": 174296, + "TP": 0, + "n_pred": 0, + "n_ref": 936 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6487603305785123, + "FN": 8772, + "FP": 68, + "IoU": 0.4801223241590214, + "TN": 158228, + "TP": 8164, + "n_pred": 8232, + "n_ref": 16936 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6123, + "IoU": 0.0, + "TN": 169109, + "TP": 0, + "n_pred": 6123, + "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": 0.0, + "FN": 0, + "FP": 351, + "IoU": 0.0, + "TN": 174881, + "TP": 0, + "n_pred": 351, + "n_ref": 0 + }, + "6": { + "Dice": 0.8613527897345097, + "FN": 10612, + "FP": 3013, + "IoU": 0.756470293844284, + "TN": 119284, + "TP": 42323, + "n_pred": 45336, + "n_ref": 52935 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 565, + "IoU": 0.0, + "TN": 174667, + "TP": 0, + "n_pred": 565, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 545, + "IoU": 0.0, + "TN": 174687, + "TP": 0, + "n_pred": 545, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 2810, + "FP": 99, + "IoU": 0.0, + "TN": 172323, + "TP": 0, + "n_pred": 99, + "n_ref": 2810 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4350024975024975, + "FN": 90128, + "FP": 362, + "IoU": 0.2779573109914223, + "TN": 49907, + "TP": 34835, + "n_pred": 35197, + "n_ref": 124963 + }, + "10": { + "Dice": 0.3018867924528302, + "FN": 154, + "FP": 2473, + "IoU": 0.17777777777777778, + "TN": 172037, + "TP": 568, + "n_pred": 3041, + "n_ref": 722 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 9, + "IoU": 0.0, + "TN": 175223, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 470, + "IoU": 0.0, + "TN": 174762, + "TP": 0, + "n_pred": 470, + "n_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": 108502, + "IoU": 0.0, + "TN": 66730, + "TP": 0, + "n_pred": 108502, + "n_ref": 0 + }, + "7": { + "Dice": 0.3458636486122339, + "FN": 25186, + "FP": 3944, + "IoU": 0.20909016860796611, + "TN": 138401, + "TP": 7701, + "n_pred": 11645, + "n_ref": 32887 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.22927769588388705, + "FN": 6006, + "FP": 791, + "IoU": 0.12948258196721313, + "TN": 167424, + "TP": 1011, + "n_pred": 1802, + "n_ref": 7017 + }, + "10": { + "Dice": 0.24764247642476425, + "FN": 2503, + "FP": 3002, + "IoU": 0.14131960692559664, + "TN": 168821, + "TP": 906, + "n_pred": 3908, + "n_ref": 3409 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.05789717461787865, + "FN": 3817, + "FP": 251, + "IoU": 0.029811590746482233, + "TN": 171039, + "TP": 125, + "n_pred": 376, + "n_ref": 3942 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3955, + "IoU": 0.0, + "TN": 171277, + "TP": 0, + "n_pred": 3955, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 561, + "IoU": 0.0, + "TN": 174671, + "TP": 0, + "n_pred": 561, + "n_ref": 0 + }, + "3": { + "Dice": 0.5587307343608341, + "FN": 20171, + "FP": 4165, + "IoU": 0.38766575245955265, + "TN": 135489, + "TP": 15407, + "n_pred": 19572, + "n_ref": 35578 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 175212, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 82, + "FP": 7, + "IoU": 0.0, + "TN": 175143, + "TP": 0, + "n_pred": 7, + "n_ref": 82 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5211, + "IoU": 0.0, + "TN": 170021, + "TP": 0, + "n_pred": 5211, + "n_ref": 0 + }, + "7": { + "Dice": 0.4190939741932213, + "FN": 7999, + "FP": 14916, + "IoU": 0.2650973349154934, + "TN": 144051, + "TP": 8266, + "n_pred": 23182, + "n_ref": 16265 + }, + "8": { + "Dice": 0.9737490624665167, + "FN": 565, + "FP": 170, + "IoU": 0.9488410941741491, + "TN": 160865, + "TP": 13632, + "n_pred": 13802, + "n_ref": 14197 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.9473645403219011, + "FN": 8919, + "FP": 1075, + "IoU": 0.8999929953068556, + "TN": 75299, + "TP": 89939, + "n_pred": 91014, + "n_ref": 98858 + }, + "15": { + "Dice": 0.1525937316267921, + "FN": 586, + "FP": 18151, + "IoU": 0.08259890325107716, + "TN": 154808, + "TP": 1687, + "n_pred": 19838, + "n_ref": 2273 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.7276457794739218, + "FN": 4034, + "FP": 9240, + "IoU": 0.5718893117461137, + "TN": 144226, + "TP": 17732, + "n_pred": 26972, + "n_ref": 21766 + }, + "11": { + "Dice": 0.0, + "FN": 146, + "FP": 1, + "IoU": 0.0, + "TN": 175085, + "TP": 0, + "n_pred": 1, + "n_ref": 146 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.34389979897943407, + "FN": 12533, + "FP": 196, + "IoU": 0.20765639589169002, + "TN": 159167, + "TP": 3336, + "n_pred": 3532, + "n_ref": 15869 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.821917808219178, + "FN": 57, + "FP": 34, + "IoU": 0.6976744186046512, + "TN": 174931, + "TP": 210, + "n_pred": 244, + "n_ref": 267 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 175163, + "TP": 0, + "n_pred": 69, + "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": 22, + "IoU": 0.0, + "TN": 175210, + "TP": 0, + "n_pred": 22, + "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": 158, + "IoU": 0.0, + "TN": 175074, + "TP": 0, + "n_pred": 158, + "n_ref": 0 + }, + "8": { + "Dice": 0.7219584845946198, + "FN": 22, + "FP": 2965, + "IoU": 0.5648943918426803, + "TN": 168367, + "TP": 3878, + "n_pred": 6843, + "n_ref": 3900 + }, + "9": { + "Dice": 0.666715715126545, + "FN": 1552, + "FP": 2978, + "IoU": 0.5000551815472906, + "TN": 166171, + "TP": 4531, + "n_pred": 7509, + "n_ref": 6083 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.052155172413793104, + "FN": 5959, + "FP": 2837, + "IoU": 0.026775835361805708, + "TN": 166194, + "TP": 242, + "n_pred": 3079, + "n_ref": 6201 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4495182657567242, + "FN": 12262, + "FP": 9678, + "IoU": 0.289921677778497, + "TN": 144334, + "TP": 8958, + "n_pred": 18636, + "n_ref": 21220 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 175148, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.3748608976736792, + "FN": 10247, + "FP": 1550, + "IoU": 0.23066388417894873, + "TN": 159898, + "TP": 3537, + "n_pred": 5087, + "n_ref": 13784 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 266, + "IoU": 0.0, + "TN": 174966, + "TP": 0, + "n_pred": 266, + "n_ref": 0 + }, + "6": { + "Dice": 0.7926894547679131, + "FN": 8128, + "FP": 8138, + "IoU": 0.6565746136306055, + "TN": 127868, + "TP": 31098, + "n_pred": 39236, + "n_ref": 39226 + }, + "7": { + "Dice": 0.16898920076853427, + "FN": 26158, + "FP": 11471, + "IoU": 0.09229284766614401, + "TN": 133777, + "TP": 3826, + "n_pred": 15297, + "n_ref": 29984 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 175152, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + }, + "9": { + "Dice": 0.27116827438370844, + "FN": 45, + "FP": 2675, + "IoU": 0.1568505889646621, + "TN": 172006, + "TP": 506, + "n_pred": 3181, + "n_ref": 551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1454, + "IoU": 0.0, + "TN": 173778, + "TP": 0, + "n_pred": 1454, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7237435008665511, + "FN": 8581, + "FP": 186, + "IoU": 0.5670831070070613, + "TN": 154981, + "TP": 11484, + "n_pred": 11670, + "n_ref": 20065 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2094, + "IoU": 0.0, + "TN": 173138, + "TP": 0, + "n_pred": 2094, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9229344901965536, + "FN": 15614, + "FP": 285, + "IoU": 0.8568972655757772, + "TN": 64130, + "TP": 95203, + "n_pred": 95488, + "n_ref": 110817 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 170, + "IoU": 0.0, + "TN": 175062, + "TP": 0, + "n_pred": 170, + "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": 39, + "IoU": 0.0, + "TN": 175193, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.8512980666614243, + "FN": 12700, + "FP": 537, + "IoU": 0.74109570285759, + "TN": 124105, + "TP": 37890, + "n_pred": 38427, + "n_ref": 50590 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3478, + "IoU": 0.0, + "TN": 171754, + "TP": 0, + "n_pred": 3478, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.879481298822231, + "FN": 760, + "FP": 6229, + "IoU": 0.7848876577408433, + "TN": 142742, + "TP": 25501, + "n_pred": 31730, + "n_ref": 26261 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 175184, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.23351655074213723, + "FN": 1447.5555555555554, + "FP": 520.4722222222222, + "IoU": 0.17578283379512566, + "TN": 216086.0833333333, + "TP": 985.8888888888888, + "n_pred": 1506.3611111111115, + "n_ref": 2433.4444444444443 + }, + "mean": { + "1": { + "Dice": 0.0021937842778793418, + "FN": 45.0, + "FP": 1149.8333333333333, + "IoU": 0.0011029411764705882, + "TN": 217844.91666666666, + "TP": 0.25, + "n_pred": 1150.0833333333333, + "n_ref": 45.25 + }, + "10": { + "Dice": 0.244539841829158, + "FN": 1739.9166666666667, + "FP": 780.1666666666666, + "IoU": 0.19448220080549383, + "TN": 214965.83333333334, + "TP": 1554.0833333333333, + "n_pred": 2334.25, + "n_ref": 3294.0 + }, + "11": { + "Dice": 0.24073432629026673, + "FN": 158.83333333333334, + "FP": 18.75, + "IoU": 0.1585310218978102, + "TN": 218804.5, + "TP": 57.916666666666664, + "n_pred": 76.66666666666667, + "n_ref": 216.75 + }, + "12": { + "Dice": 0.01488833746898263, + "FN": 30.833333333333332, + "FP": 5.75, + "IoU": 0.0076142131979695426, + "TN": 219002.66666666666, + "TP": 0.75, + "n_pred": 6.5, + "n_ref": 31.583333333333332 + }, + "13": { + "Dice": 0.13873124429178155, + "FN": 1871.3333333333333, + "FP": 202.16666666666666, + "IoU": 0.09033104077523613, + "TN": 216812.5, + "TP": 154.0, + "n_pred": 356.1666666666667, + "n_ref": 2025.3333333333333 + }, + "14": { + "Dice": 0.2801602142929344, + "FN": 327.5, + "FP": 2628.3333333333335, + "IoU": 0.1945990065120851, + "TN": 214236.41666666666, + "TP": 1847.75, + "n_pred": 4476.083333333333, + "n_ref": 2175.25 + }, + "15": { + "Dice": 0.6030260289780741, + "FN": 692.9166666666666, + "FP": 339.0833333333333, + "IoU": 0.43166590178981185, + "TN": 217224.16666666666, + "TP": 783.8333333333334, + "n_pred": 1122.9166666666667, + "n_ref": 1476.75 + }, + "2": { + "Dice": 0.47866379310344825, + "FN": 50.25, + "FP": 39.75, + "IoU": 0.45907399751963623, + "TN": 218209.66666666666, + "TP": 740.3333333333334, + "n_pred": 780.0833333333334, + "n_ref": 790.5833333333334 + }, + "3": { + "Dice": 0.09512805699980743, + "FN": 1.6666666666666667, + "FP": 219.25, + "IoU": 0.0554806828391734, + "TN": 218798.5, + "TP": 20.583333333333332, + "n_pred": 239.83333333333334, + "n_ref": 22.25 + }, + "4": { + "Dice": 0.07393577296489919, + "FN": 7.333333333333333, + "FP": 373.8333333333333, + "IoU": 0.039919354838709675, + "TN": 218625.83333333334, + "TP": 33.0, + "n_pred": 406.8333333333333, + "n_ref": 40.333333333333336 + }, + "5": { + "Dice": 0.11899376242374392, + "FN": 827.5, + "FP": 90.58333333333333, + "IoU": 0.07242386316228619, + "TN": 218049.58333333334, + "TP": 72.33333333333333, + "n_pred": 162.91666666666666, + "n_ref": 899.8333333333334 + }, + "6": { + "Dice": 0.3491388072083177, + "FN": 1883.0, + "FP": 378.25, + "IoU": 0.2952449921521529, + "TN": 212464.5, + "TP": 4314.25, + "n_pred": 4692.5, + "n_ref": 6197.25 + }, + "7": { + "Dice": 0.07876760628457528, + "FN": 8354.5, + "FP": 949.9166666666666, + "IoU": 0.043655035672793815, + "TN": 209353.58333333334, + "TP": 382.0, + "n_pred": 1331.9166666666667, + "n_ref": 8736.5 + }, + "8": { + "Dice": 0.48838495067993354, + "FN": 4660.75, + "FP": 145.08333333333334, + "IoU": 0.3615183137678353, + "TN": 210788.41666666666, + "TP": 3445.75, + "n_pred": 3590.8333333333335, + "n_ref": 8106.5 + }, + "9": { + "Dice": 0.29546173403825676, + "FN": 1062.0, + "FP": 486.3333333333333, + "IoU": 0.2310999408194199, + "TN": 216110.16666666666, + "TP": 1381.5, + "n_pred": 1867.8333333333333, + "n_ref": 2443.5 + } + }, + "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_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 130, + "IoU": 0.0, + "TN": 175102, + "TP": 0, + "n_pred": 130, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 35, + "FP": 0, + "IoU": 0.0, + "TN": 175197, + "TP": 0, + "n_pred": 0, + "n_ref": 35 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 350, + "IoU": 0.0, + "TN": 174882, + "TP": 0, + "n_pred": 350, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.04580152671755725, + "FN": 375, + "FP": 0, + "IoU": 0.0234375, + "TN": 174848, + "TP": 9, + "n_pred": 9, + "n_ref": 384 + }, + "7": { + "Dice": 0.002669208770257388, + "FN": 68003, + "FP": 0, + "IoU": 0.0013363879343260786, + "TN": 107138, + "TP": 91, + "n_pred": 91, + "n_ref": 68094 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.5603204285858688, + "FN": 3930, + "FP": 30868, + "IoU": 0.3891980130241702, + "TN": 118261, + "TP": 22173, + "n_pred": 53041, + "n_ref": 26103 + }, + "15": { + "Dice": 0.6030260289780741, + "FN": 8315, + "FP": 4069, + "IoU": 0.43166590178981185, + "TN": 153442, + "TP": 9406, + "n_pred": 13475, + "n_ref": 17721 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.010968921389396709, + "FN": 540, + "FP": 1, + "IoU": 0.0055147058823529415, + "TN": 174688, + "TP": 3, + "n_pred": 4, + "n_ref": 543 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4149, + "IoU": 0.0, + "TN": 171083, + "TP": 0, + "n_pred": 4149, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 634, + "FP": 0, + "IoU": 0.0, + "TN": 174598, + "TP": 0, + "n_pred": 0, + "n_ref": 634 + }, + "12": { + "Dice": 0.04466501240694789, + "FN": 370, + "FP": 15, + "IoU": 0.02284263959390863, + "TN": 174838, + "TP": 9, + "n_pred": 24, + "n_ref": 379 + }, + "13": { + "Dice": 0.536, + "FN": 76, + "FP": 156, + "IoU": 0.366120218579235, + "TN": 174866, + "TP": 134, + "n_pred": 290, + "n_ref": 210 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.2853841709994223, + "FN": 20, + "FP": 1217, + "IoU": 0.1664420485175202, + "TN": 173748, + "TP": 247, + "n_pred": 1464, + "n_ref": 267 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 215, + "FP": 0, + "IoU": 0.0, + "TN": 175017, + "TP": 0, + "n_pred": 0, + "n_ref": 215 + }, + "6": { + "Dice": 0.010069397196897537, + "FN": 7084, + "FP": 191, + "IoU": 0.005060175054704595, + "TN": 167920, + "TP": 37, + "n_pred": 228, + "n_ref": 7121 + }, + "7": { + "Dice": 0.17596782302664657, + "FN": 4909, + "FP": 8, + "IoU": 0.09647188533627343, + "TN": 169790, + "TP": 525, + "n_pred": 533, + "n_ref": 5434 + }, + "8": { + "Dice": 0.8634080866273546, + "FN": 8384, + "FP": 673, + "IoU": 0.7596465155777294, + "TN": 137550, + "TP": 28625, + "n_pred": 29298, + "n_ref": 37009 + }, + "9": { + "Dice": 0.3497619047619048, + "FN": 5306, + "FP": 156, + "IoU": 0.21194632809118452, + "TN": 168301, + "TP": 1469, + "n_pred": 1625, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3853, + "IoU": 0.0, + "TN": 171379, + "TP": 0, + "n_pred": 3853, + "n_ref": 0 + }, + "10": { + "Dice": 0.3671556288516622, + "FN": 19988, + "FP": 1885, + "IoU": 0.2248564745906868, + "TN": 147014, + "TP": 6345, + "n_pred": 8230, + "n_ref": 26333 + }, + "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": 15, + "IoU": 0.0, + "TN": 175217, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "13": { + "Dice": 0.00043535045711797995, + "FN": 4388, + "FP": 204, + "IoU": 0.00021772262138036142, + "TN": 170639, + "TP": 1, + "n_pred": 205, + "n_ref": 4389 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 672, + "IoU": 0.0, + "TN": 174560, + "TP": 0, + "n_pred": 672, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 115, + "IoU": 0.0, + "TN": 175117, + "TP": 0, + "n_pred": 115, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7656712278106509, + "FN": 9378, + "FP": 760, + "IoU": 0.6203138459233737, + "TN": 148531, + "TP": 16563, + "n_pred": 17323, + "n_ref": 25941 + }, + "7": { + "Dice": 0.21435711776943236, + "FN": 25950, + "FP": 3129, + "IoU": 0.120044786055801, + "TN": 142186, + "TP": 3967, + "n_pred": 7096, + "n_ref": 29917 + }, + "8": { + "Dice": 0.4775846294602013, + "FN": 571, + "FP": 0, + "IoU": 0.3137019230769231, + "TN": 174400, + "TP": 261, + "n_pred": 261, + "n_ref": 832 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 550, + "IoU": 0.0, + "TN": 174682, + "TP": 0, + "n_pred": 550, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 175203, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1343, + "IoU": 0.0, + "TN": 173889, + "TP": 0, + "n_pred": 1343, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "FN": 7659, + "FP": 16, + "IoU": 0.0, + "TN": 167557, + "TP": 0, + "n_pred": 16, + "n_ref": 7659 + }, + "6": { + "Dice": 0.026785714285714284, + "FN": 19, + "FP": 1289, + "IoU": 0.013574660633484163, + "TN": 173906, + "TP": 18, + "n_pred": 1307, + "n_ref": 37 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7286, + "IoU": 0.0, + "TN": 167946, + "TP": 0, + "n_pred": 7286, + "n_ref": 0 + }, + "8": { + "Dice": 0.19059269197379844, + "FN": 20489, + "FP": 23, + "IoU": 0.10533432197845335, + "TN": 152305, + "TP": 2415, + "n_pred": 2438, + "n_ref": 22904 + }, + "9": { + "Dice": 0.0, + "FN": 3055, + "FP": 2657, + "IoU": 0.0, + "TN": 169520, + "TP": 0, + "n_pred": 2657, + "n_ref": 3055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9264, + "IoU": 0.0, + "TN": 165968, + "TP": 0, + "n_pred": 9264, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 288, + "IoU": 0.0, + "TN": 174944, + "TP": 0, + "n_pred": 288, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1299, + "IoU": 0.0, + "TN": 173933, + "TP": 0, + "n_pred": 1299, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.35698128727123174, + "FN": 2056, + "FP": 1071, + "IoU": 0.21727158948685857, + "TN": 171237, + "TP": 868, + "n_pred": 1939, + "n_ref": 2924 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.42195439465837986, + "FN": 26485, + "FP": 1045, + "IoU": 0.26739049443823515, + "TN": 137654, + "TP": 10048, + "n_pred": 11093, + "n_ref": 36533 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1308, + "IoU": 0.0, + "TN": 173924, + "TP": 0, + "n_pred": 1308, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.8555435802941279, + "FN": 856, + "FP": 3299, + "IoU": 0.7475545294367824, + "TN": 334005, + "TP": 12304, + "n_pred": 15603, + "n_ref": 13160 + }, + "11": { + "Dice": 0.48146865258053345, + "FN": 1272, + "FP": 225, + "IoU": 0.3170620437956204, + "TN": 348272, + "TP": 695, + "n_pred": 920, + "n_ref": 1967 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 350425, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "13": { + "Dice": 0.15722087100178972, + "FN": 17992, + "FP": 373, + "IoU": 0.08531726267556529, + "TN": 330386, + "TP": 1713, + "n_pred": 2086, + "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": 0.9573275862068965, + "FN": 603, + "FP": 189, + "IoU": 0.9181479950392725, + "TN": 340788, + "TP": 8884, + "n_pred": 9073, + "n_ref": 9487 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.14787154592979837, + "FN": 88, + "FP": 4476, + "IoU": 0.07983870967741935, + "TN": 345504, + "TP": 396, + "n_pred": 4872, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8973661700307685, + "FN": 5740, + "FP": 2299, + "IoU": 0.8138387791492022, + "TN": 307281, + "TP": 35144, + "n_pred": 37443, + "n_ref": 40884 + }, + "7": { + "Dice": 0.0008438818565400844, + "FN": 1392, + "FP": 976, + "IoU": 0.00042211903756859433, + "TN": 348095, + "TP": 1, + "n_pred": 977, + "n_ref": 1393 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8320850313911223, + "FN": 4383, + "FP": 1715, + "IoU": 0.7124534351864951, + "TN": 329257, + "TP": 15109, + "n_pred": 16824, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.09956690154492952, + "FN": 2345.254545454545, + "FP": 2074.5878787878787, + "IoU": 0.0781395738905617, + "TN": 201484.07878787877, + "TP": 1188.4424242424243, + "n_pred": 3263.0303030303025, + "n_ref": 3533.6969696969695 + }, + "mean": { + "1": { + "Dice": 0.04538341158059468, + "FN": 302.09090909090907, + "FP": 442.6363636363636, + "IoU": 0.02559576345984113, + "TN": 206308.0909090909, + "TP": 39.54545454545455, + "n_pred": 482.1818181818182, + "n_ref": 341.6363636363636 + }, + "10": { + "Dice": 0.07971185047765844, + "FN": 648.8181818181819, + "FP": 1417.090909090909, + "IoU": 0.043656962938332634, + "TN": 204866.54545454544, + "TP": 159.9090909090909, + "n_pred": 1577.0, + "n_ref": 808.7272727272727 + }, + "11": { + "Dice": 0.014669926650366748, + "FN": 182.63636363636363, + "FP": 0.5454545454545454, + "IoU": 0.007389162561576354, + "TN": 206907.81818181818, + "TP": 1.3636363636363635, + "n_pred": 1.9090909090909092, + "n_ref": 184.0 + }, + "12": { + "Dice": 0.0, + "FN": 129.63636363636363, + "FP": 0.2727272727272727, + "IoU": 0.0, + "TN": 206962.45454545456, + "TP": 0.0, + "n_pred": 0.2727272727272727, + "n_ref": 129.63636363636363 + }, + "13": { + "Dice": 0.018514766222582444, + "FN": 1528.1818181818182, + "FP": 2477.2727272727275, + "IoU": 0.009613361388742766, + "TN": 203020.45454545456, + "TP": 66.45454545454545, + "n_pred": 2543.7272727272725, + "n_ref": 1594.6363636363637 + }, + "14": { + "Dice": 0.30623421431893, + "FN": 16324.545454545454, + "FP": 157.9090909090909, + "IoU": 0.28305329018732667, + "TN": 187600.0909090909, + "TP": 3009.818181818182, + "n_pred": 3167.7272727272725, + "n_ref": 19334.363636363636 + }, + "15": { + "Dice": 0.2987640314235126, + "FN": 1213.1818181818182, + "FP": 937.7272727272727, + "IoU": 0.21302674478464442, + "TN": 203361.45454545456, + "TP": 1580.0, + "n_pred": 2517.7272727272725, + "n_ref": 2793.181818181818 + }, + "2": { + "Dice": 0.2205434510761626, + "FN": 604.6363636363636, + "FP": 3427.0, + "IoU": 0.1972967281724619, + "TN": 200335.0909090909, + "TP": 2725.6363636363635, + "n_pred": 6152.636363636364, + "n_ref": 3330.2727272727275 + }, + "3": { + "Dice": 0.07636468163838721, + "FN": 10372.545454545454, + "FP": 78.36363636363636, + "IoU": 0.04312181650251937, + "TN": 195784.0909090909, + "TP": 857.3636363636364, + "n_pred": 935.7272727272727, + "n_ref": 11229.90909090909 + }, + "4": { + "Dice": 0.042876114589262, + "FN": 359.3636363636364, + "FP": 66.72727272727273, + "IoU": 0.022911597729115978, + "TN": 206656.0, + "TP": 10.272727272727273, + "n_pred": 77.0, + "n_ref": 369.6363636363636 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 5.363636363636363, + "IoU": 0.0, + "TN": 207087.0, + "TP": 0.0, + "n_pred": 5.363636363636363, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.351276913154752, + "FN": 1746.2727272727273, + "FP": 16586.0, + "IoU": 0.30605567047829196, + "TN": 179514.27272727274, + "TP": 9245.818181818182, + "n_pred": 25831.81818181818, + "n_ref": 10992.09090909091 + }, + "7": { + "Dice": 0.0, + "FN": 0.0, + "FP": 2139.3636363636365, + "IoU": 0.0, + "TN": 204953.0, + "TP": 0.0, + "n_pred": 2139.3636363636365, + "n_ref": 0.0 + }, + "8": { + "Dice": 0.030562601865127506, + "FN": 1101.7272727272727, + "FP": 2146.181818181818, + "IoU": 0.016015514628445197, + "TN": 203731.0909090909, + "TP": 113.36363636363636, + "n_pred": 2259.5454545454545, + "n_ref": 1215.090909090909 + }, + "9": { + "Dice": 0.008601560176606501, + "FN": 665.1818181818181, + "FP": 1236.3636363636363, + "IoU": 0.004356995527126932, + "TN": 205173.72727272726, + "TP": 17.09090909090909, + "n_pred": 1253.4545454545455, + "n_ref": 682.2727272727273 + } + }, + "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_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4233, + "IoU": 0.0, + "TN": 170999, + "TP": 0, + "n_pred": 4233, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1867, + "IoU": 0.0, + "TN": 173365, + "TP": 0, + "n_pred": 1867, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.128628343767786, + "FN": 1266, + "FP": 265, + "IoU": 0.06873479318734793, + "TN": 173588, + "TP": 113, + "n_pred": 378, + "n_ref": 1379 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8871246947689415, + "FN": 18861, + "FP": 831, + "IoU": 0.7971465361833634, + "TN": 78157, + "TP": 77383, + "n_pred": 78214, + "n_ref": 96244 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 608, + "IoU": 0.0, + "TN": 174624, + "TP": 0, + "n_pred": 608, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 612, + "IoU": 0.0, + "TN": 174620, + "TP": 0, + "n_pred": 612, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3443, + "IoU": 0.0, + "TN": 171789, + "TP": 0, + "n_pred": 3443, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 59, + "IoU": 0.0, + "TN": 175173, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 10424, + "IoU": 0.0, + "TN": 164808, + "TP": 0, + "n_pred": 10424, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2005, + "IoU": 0.0, + "TN": 173227, + "TP": 0, + "n_pred": 2005, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 175225, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "10": { + "Dice": 0.19897894065092533, + "FN": 2120, + "FP": 10432, + "IoU": 0.11048118489121962, + "TN": 161121, + "TP": 1559, + "n_pred": 11991, + "n_ref": 3679 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.07405906489032978, + "FN": 16810, + "FP": 1469, + "IoU": 0.038453445554971065, + "TN": 156222, + "TP": 731, + "n_pred": 2200, + "n_ref": 17541 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 372, + "IoU": 0.0, + "TN": 174860, + "TP": 0, + "n_pred": 372, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 2687, + "FP": 0, + "IoU": 0.0, + "TN": 172545, + "TP": 0, + "n_pred": 0, + "n_ref": 2687 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2904702455264253, + "FN": 167, + "FP": 1538, + "IoU": 0.16991236611489777, + "TN": 173178, + "TP": 349, + "n_pred": 1887, + "n_ref": 516 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8206, + "IoU": 0.0, + "TN": 167026, + "TP": 0, + "n_pred": 8206, + "n_ref": 0 + }, + "8": { + "Dice": 0.09168780559538252, + "FN": 12119, + "FP": 12588, + "IoU": 0.048046543885335594, + "TN": 149278, + "TP": 1247, + "n_pred": 13835, + "n_ref": 13366 + }, + "9": { + "Dice": 0.025804680529819504, + "FN": 7317, + "FP": 6878, + "IoU": 0.013070986581380797, + "TN": 160849, + "TP": 188, + "n_pred": 7066, + "n_ref": 7505 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2269170579029734, + "FN": 2943, + "FP": 21, + "IoU": 0.12797881729920565, + "TN": 171833, + "TP": 435, + "n_pred": 456, + "n_ref": 3378 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 486, + "IoU": 0.0, + "TN": 174746, + "TP": 0, + "n_pred": 486, + "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": 23109, + "IoU": 0.0, + "TN": 152123, + "TP": 0, + "n_pred": 23109, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 51117, + "FP": 0, + "IoU": 0.0, + "TN": 124115, + "TP": 0, + "n_pred": 0, + "n_ref": 51117 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 2898, + "IoU": 0.0, + "TN": 172334, + "TP": 0, + "n_pred": 2898, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.00038856032684780434, + "FN": 174937, + "FP": 0, + "IoU": 0.00019431791554028953, + "TN": 261, + "TP": 34, + "n_pred": 34, + "n_ref": 174971 + }, + "15": { + "Dice": 0.0, + "FN": 247, + "FP": 0, + "IoU": 0.0, + "TN": 174985, + "TP": 0, + "n_pred": 0, + "n_ref": 247 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 469, + "IoU": 0.0, + "TN": 174763, + "TP": 0, + "n_pred": 469, + "n_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": 173169, + "IoU": 0.0, + "TN": 2063, + "TP": 0, + "n_pred": 173169, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.9183140826299423, + "FN": 4633, + "FP": 1251, + "IoU": 0.8489655526464398, + "TN": 136274, + "TP": 33074, + "n_pred": 34325, + "n_ref": 37707 + }, + "15": { + "Dice": 0.5975280628470252, + "FN": 13098, + "FP": 10315, + "IoU": 0.42605348956928885, + "TN": 134439, + "TP": 17380, + "n_pred": 27695, + "n_ref": 30478 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.014669926650366748, + "FN": 2009, + "FP": 6, + "IoU": 0.007389162561576354, + "TN": 173202, + "TP": 15, + "n_pred": 21, + "n_ref": 2024 + }, + "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": 2923, + "IoU": 0.0, + "TN": 172309, + "TP": 0, + "n_pred": 2923, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8821738043046504, + "FN": 6651, + "FP": 1358, + "IoU": 0.7891869126898476, + "TN": 137241, + "TP": 29982, + "n_pred": 31340, + "n_ref": 36633 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9300665386331451, + "FN": 181, + "FP": 3424, + "IoU": 0.8692751205714907, + "TN": 147655, + "TP": 23972, + "n_pred": 27396, + "n_ref": 24153 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 111, + "IoU": 0.0, + "TN": 175121, + "TP": 0, + "n_pred": 111, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 596, + "IoU": 0.0, + "TN": 174636, + "TP": 0, + "n_pred": 596, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4717, + "IoU": 0.0, + "TN": 170515, + "TP": 0, + "n_pred": 4717, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 380, + "FP": 0, + "IoU": 0.0, + "TN": 350084, + "TP": 0, + "n_pred": 0, + "n_ref": 380 + }, + "10": { + "Dice": 0.040156610782049997, + "FN": 5017, + "FP": 4544, + "IoU": 0.020489703923778302, + "TN": 340703, + "TP": 200, + "n_pred": 4744, + "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": 3, + "IoU": 0.0, + "TN": 349035, + "TP": 0, + "n_pred": 3, + "n_ref": 1426 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 19415, + "IoU": 0.0, + "TN": 331049, + "TP": 0, + "n_pred": 19415, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 11363, + "IoU": 0.0, + "TN": 339101, + "TP": 0, + "n_pred": 11363, + "n_ref": 0 + }, + "3": { + "Dice": 0.2290940449151616, + "FN": 62981, + "FP": 490, + "IoU": 0.1293654495075581, + "TN": 277562, + "TP": 9431, + "n_pred": 9921, + "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": 586, + "IoU": 0.0, + "TN": 349878, + "TP": 0, + "n_pred": 586, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 15141, + "IoU": 0.0, + "TN": 335323, + "TP": 0, + "n_pred": 15141, + "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_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651197/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0392.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 1728.73202020202, + "FP": 1255.6264646464647, + "IoU": NaN, + "TN": 232481.34353535358, + "TP": 1628.5040404040406, + "n_pred": 2884.130505050505, + "n_ref": 3357.23606060606 + }, + "mean": { + "1": { + "Dice": 0.08927511452882111, + "FN": 2547.7015151515157, + "FP": 418.660606060606, + "IoU": 0.06168645014355893, + "TN": 232426.46818181817, + "TP": 1701.3757575757577, + "n_pred": 2120.0363636363636, + "n_ref": 4249.077272727272 + }, + "10": { + "Dice": 0.2280286160817661, + "FN": 1401.5636363636363, + "FP": 1203.8515151515153, + "IoU": 0.16480094438613752, + "TN": 232929.20909090913, + "TP": 1559.581818181818, + "n_pred": 2763.4333333333334, + "n_ref": 2961.1454545454544 + }, + "11": { + "Dice": 0.09451333282029305, + "FN": 156.27727272727273, + "FP": 24.65909090909091, + "IoU": 0.06092445383875021, + "TN": 236887.66363636364, + "TP": 25.606060606060606, + "n_pred": 50.265151515151516, + "n_ref": 181.88333333333335 + }, + "12": { + "Dice": 0.05320865023605255, + "FN": 189.91060606060606, + "FP": 20.421212121212122, + "IoU": 0.031119233946773035, + "TN": 236872.47424242427, + "TP": 11.4, + "n_pred": 31.821212121212124, + "n_ref": 201.31060606060606 + }, + "13": { + "Dice": 0.11373893018572578, + "FN": 1718.6530303030304, + "FP": 1228.8212121212123, + "IoU": 0.0707115070652783, + "TN": 233732.94090909092, + "TP": 413.7909090909091, + "n_pred": 1642.612121212121, + "n_ref": 2132.4439393939397 + }, + "14": { + "Dice": 0.30483656945219906, + "FN": 3559.409090909091, + "FP": 3184.081818181818, + "IoU": 0.26189543298597284, + "TN": 227033.38484848486, + "TP": 3317.330303030303, + "n_pred": 6501.412121212121, + "n_ref": 6876.739393939393 + }, + "15": { + "Dice": 0.28351927436844837, + "FN": 725.6363636363636, + "FP": 911.5954545454546, + "IoU": 0.18983946482180258, + "TN": 234771.69090909086, + "TP": 685.2833333333333, + "n_pred": 1596.878787878788, + "n_ref": 1410.9196969696968 + }, + "2": { + "Dice": 0.4539435504093725, + "FN": 799.760606060606, + "FP": 1012.15, + "IoU": 0.39650131658112925, + "TN": 233262.58484848487, + "TP": 2019.710606060606, + "n_pred": 3031.860606060606, + "n_ref": 2819.4712121212124 + }, + "3": { + "Dice": 0.09610792202960852, + "FN": 2515.842424242424, + "FP": 458.9560606060607, + "IoU": 0.06781735080578943, + "TN": 233505.51818181816, + "TP": 613.889393939394, + "n_pred": 1072.8454545454547, + "n_ref": 3129.731818181818 + }, + "4": { + "Dice": 0.06010099665354057, + "FN": 503.1227272727273, + "FP": 202.94545454545454, + "IoU": 0.03434437171085026, + "TN": 236274.4333333333, + "TP": 113.70454545454545, + "n_pred": 316.65, + "n_ref": 616.8272727272728 + }, + "5": { + "Dice": NaN, + "FN": 759.8333333333334, + "FP": 31.072727272727274, + "IoU": NaN, + "TN": 236277.68333333335, + "TP": 25.616666666666664, + "n_pred": 56.68939393939394, + "n_ref": 785.45 + }, + "6": { + "Dice": 0.3942117147423781, + "FN": 4069.037878787879, + "FP": 7292.316666666666, + "IoU": 0.34429878941353853, + "TN": 215707.15454545454, + "TP": 10025.696969696972, + "n_pred": 17318.013636363634, + "n_ref": 14094.734848484848 + }, + "7": { + "Dice": 0.13236563445749644, + "FN": 4834.95, + "FP": 1525.3227272727277, + "IoU": 0.09085746697210893, + "TN": 228865.9166666667, + "TP": 1868.0166666666664, + "n_pred": 3393.3393939393945, + "n_ref": 6702.966666666667 + }, + "8": { + "Dice": 0.3529093606016037, + "FN": 1408.428787878788, + "FP": 706.0030303030302, + "IoU": 0.28484269856478345, + "TN": 233574.56818181818, + "TP": 1405.2060606060606, + "n_pred": 2111.2090909090907, + "n_ref": 2813.634848484848 + }, + "9": { + "Dice": 0.2258508452365303, + "FN": 740.8530303030302, + "FP": 613.5393939393939, + "IoU": 0.16444908282322987, + "TN": 235098.4621212121, + "TP": 641.3515151515152, + "n_pred": 1254.8909090909092, + "n_ref": 1382.2045454545455 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/loop_002/summary.json b/nnActive_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/loop_002/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..487f442db8183ab7a11c88bb0f6bc2485ec4ed75 --- /dev/null +++ b/nnActive_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/loop_002/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.3271453920879367, + "FN": 65858.81199999999, + "FP": 61265.93066666666, + "IoU": 0.24189865585522322, + "TN": 96209104.37866667, + "TP": 120731.71866666667, + "n_pred": 181997.64933333333, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.677666840273233, + "FN": 75064.7, + "FP": 29929.76, + "IoU": 0.5463753477105393, + "TN": 96232742.94, + "TP": 119223.44, + "n_pred": 149153.2, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.38199918419839934, + "FN": 42015.64, + "FP": 54088.62, + "IoU": 0.24783462392514052, + "TN": 96328649.66, + "TP": 32206.92, + "n_pred": 86295.54, + "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": 0.11581318936007597, + "FN": 53712.92, + "FP": 6362.48, + "IoU": 0.06581141141295298, + "TN": 96392740.22, + "TP": 4145.22, + "n_pred": 10507.7, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.46341320867702945, + "FN": 86646.06, + "FP": 23906.34, + "IoU": 0.34165567790607476, + "TN": 96294696.36, + "TP": 51712.08, + "n_pred": 75618.42, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.35784474974281105, + "FN": 43564.2, + "FP": 2385.88, + "IoU": 0.25981883661658367, + "TN": 96400527.92, + "TP": 10482.84, + "n_pred": 12868.72, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.48364861062811715, + "FN": 78134.02, + "FP": 77329.84, + "IoU": 0.3351819637819288, + "TN": 96222789.3, + "TP": 78707.68, + "n_pred": 156037.52, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.40974408297790077, + "FN": 87689.2, + "FP": 66479.76, + "IoU": 0.2871529751001526, + "TN": 96227078.5, + "TP": 75713.38, + "n_pred": 142193.14, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.0, + "FN": 26577.5, + "FP": 0.0, + "IoU": 0.0, + "TN": 96430383.34, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.01871577360400264, + "FN": 17025.12, + "FP": 24.86, + "IoU": 0.010978849483998673, + "TN": 96439783.82, + "TP": 127.04, + "n_pred": 151.9, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8320862574384117, + "FN": 169301.7, + "FP": 351731.0, + "IoU": 0.7226452657955426, + "TN": 94746006.22, + "TP": 1189921.92, + "n_pred": 1541652.92, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.3923206526962248, + "FN": 165127.02, + "FP": 269245.92, + "IoU": 0.26267261795057967, + "TN": 95848790.26, + "TP": 173797.64, + "n_pred": 443043.56, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.5933338490304382, + "FN": 65519.14, + "FP": 33926.16, + "IoU": 0.44096469655583315, + "TN": 96290665.5, + "TP": 66850.04, + "n_pred": 100776.2, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.18059448269240577, + "FN": 69567.92, + "FP": 3578.34, + "IoU": 0.10738757158902175, + "TN": 96375727.0, + "TP": 8087.58, + "n_pred": 11665.92, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8326995989092086, + "FN": 16809, + "FP": 13682, + "IoU": 0.7133550182378822, + "TN": 119486948, + "TP": 75881, + "n_pred": 89563, + "n_ref": 92690 + }, + "10": { + "Dice": 0.4775471125329846, + "FN": 44660, + "FP": 22459, + "IoU": 0.3136695502791582, + "TN": 119495526, + "TP": 30675, + "n_pred": 53134, + "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": 0.14861855173659183, + "FN": 47819, + "FP": 8757, + "IoU": 0.08027440907760836, + "TN": 119531806, + "TP": 4938, + "n_pred": 13695, + "n_ref": 52757 + }, + "14": { + "Dice": 0.011722636194737998, + "FN": 246018, + "FP": 1333, + "IoU": 0.0058958757003110705, + "TN": 119344502, + "TP": 1467, + "n_pred": 2800, + "n_ref": 247485 + }, + "15": { + "Dice": 0.057631954350927245, + "FN": 31752, + "FP": 4581, + "IoU": 0.029670975323149235, + "TN": 119555876, + "TP": 1111, + "n_pred": 5692, + "n_ref": 32863 + }, + "2": { + "Dice": 0.6294235515203659, + "FN": 29599, + "FP": 101339, + "IoU": 0.4592400170151608, + "TN": 119351183, + "TP": 111199, + "n_pred": 212538, + "n_ref": 140798 + }, + "3": { + "Dice": 0.3792693218071421, + "FN": 124311, + "FP": 26480, + "IoU": 0.2340113178026801, + "TN": 119396462, + "TP": 46067, + "n_pred": 72547, + "n_ref": 170378 + }, + "4": { + "Dice": 0.0, + "FN": 77704, + "FP": 0, + "IoU": 0.0, + "TN": 119515616, + "TP": 0, + "n_pred": 0, + "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": 0.8828621500774029, + "FN": 149971, + "FP": 123870, + "IoU": 0.7902893542981948, + "TN": 118287516, + "TP": 1031963, + "n_pred": 1155833, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 515647, + "IoU": 0.0, + "TN": 119077673, + "TP": 0, + "n_pred": 515647, + "n_ref": 0 + }, + "8": { + "Dice": 0.42683355493405467, + "FN": 202717, + "FP": 22307, + "IoU": 0.2713212936067692, + "TN": 119284509, + "TP": 83787, + "n_pred": 106094, + "n_ref": 286504 + }, + "9": { + "Dice": 0.24776605286177764, + "FN": 65346, + "FP": 2589, + "IoU": 0.14140009858069083, + "TN": 119514197, + "TP": 11188, + "n_pred": 13777, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8179443498012493, + "FN": 37321, + "FP": 30005, + "IoU": 0.6919677171406611, + "TN": 72607092, + "TP": 151242, + "n_pred": 181247, + "n_ref": 188563 + }, + "10": { + "Dice": 0.33889016018306634, + "FN": 38832, + "FP": 76730, + "IoU": 0.2040142993917937, + "TN": 72680479, + "TP": 29619, + "n_pred": 106349, + "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": 0.36785786392085607, + "FN": 36518, + "FP": 10447, + "IoU": 0.22538347352795646, + "TN": 72765030, + "TP": 13665, + "n_pred": 24112, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7116995642783125, + "FN": 19883, + "FP": 26301, + "IoU": 0.5524329143610268, + "TN": 72722471, + "TP": 57005, + "n_pred": 83306, + "n_ref": 76888 + }, + "15": { + "Dice": 0.5805125806128245, + "FN": 25108, + "FP": 0, + "IoU": 0.4089592994515195, + "TN": 72783179, + "TP": 17373, + "n_pred": 17373, + "n_ref": 42481 + }, + "2": { + "Dice": 0.48004067289051283, + "FN": 49921, + "FP": 136213, + "IoU": 0.3158246831534684, + "TN": 72553604, + "TP": 85922, + "n_pred": 222135, + "n_ref": 135843 + }, + "3": { + "Dice": 0.07771775317302874, + "FN": 121486, + "FP": 12873, + "IoU": 0.04042993858020283, + "TN": 72685640, + "TP": 5661, + "n_pred": 18534, + "n_ref": 127147 + }, + "4": { + "Dice": 0.0, + "FN": 27010, + "FP": 0, + "IoU": 0.0, + "TN": 72798650, + "TP": 0, + "n_pred": 0, + "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": 0.8517041346493367, + "FN": 194719, + "FP": 158065, + "IoU": 0.741711400649558, + "TN": 71459808, + "TP": 1013068, + "n_pred": 1171133, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.40748143324280883, + "FN": 121246, + "FP": 220860, + "IoU": 0.2558723281151779, + "TN": 72365919, + "TP": 117635, + "n_pred": 338495, + "n_ref": 238881 + }, + "8": { + "Dice": 0.3496737972084319, + "FN": 44741, + "FP": 5299, + "IoU": 0.211881624746035, + "TN": 72762167, + "TP": 13453, + "n_pred": 18752, + "n_ref": 58194 + }, + "9": { + "Dice": 0.22364931210004177, + "FN": 68077, + "FP": 710, + "IoU": 0.12590380583264502, + "TN": 72746965, + "TP": 9908, + "n_pred": 10618, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7498457116858195, + "FN": 93585, + "FP": 17477, + "IoU": 0.5998025353310416, + "TN": 71531970, + "TP": 166456, + "n_pred": 183933, + "n_ref": 260041 + }, + "10": { + "Dice": 0.6256972888628828, + "FN": 29559, + "FP": 47203, + "IoU": 0.45528345668849923, + "TN": 71668567, + "TP": 64159, + "n_pred": 111362, + "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": 0.07987304175644983, + "FN": 61158, + "FP": 2040, + "IoU": 0.04159779196554496, + "TN": 71743547, + "TP": 2743, + "n_pred": 4783, + "n_ref": 63901 + }, + "14": { + "Dice": 0.09516670040984279, + "FN": 496083, + "FP": 0, + "IoU": 0.04996064507603831, + "TN": 71287317, + "TP": 26088, + "n_pred": 26088, + "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": 0.5783665753183757, + "FN": 28476, + "FP": 144150, + "IoU": 0.4068324261916543, + "TN": 71518464, + "TP": 118398, + "n_pred": 262548, + "n_ref": 146874 + }, + "3": { + "Dice": 0.03885113167287212, + "FN": 180962, + "FP": 18585, + "IoU": 0.019810393948324984, + "TN": 71605908, + "TP": 4033, + "n_pred": 22618, + "n_ref": 184995 + }, + "4": { + "Dice": 0.0, + "FN": 13975, + "FP": 0, + "IoU": 0.0, + "TN": 71795513, + "TP": 0, + "n_pred": 0, + "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": 0.9134866269219535, + "FN": 80079, + "FP": 141178, + "IoU": 0.840750468016868, + "TN": 70420115, + "TP": 1168116, + "n_pred": 1309294, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.648616490290203, + "FN": 44893, + "FP": 161237, + "IoU": 0.47996478100394324, + "TN": 71413111, + "TP": 190247, + "n_pred": 351484, + "n_ref": 235140 + }, + "8": { + "Dice": 0.7001381619419317, + "FN": 11810, + "FP": 47658, + "IoU": 0.5386250610971891, + "TN": 71680595, + "TP": 69425, + "n_pred": 117083, + "n_ref": 81235 + }, + "9": { + "Dice": 0.11122759088069295, + "FN": 82904, + "FP": 1029, + "IoU": 0.05888882659640074, + "TN": 71720303, + "TP": 5252, + "n_pred": 6281, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8572233824985366, + "FN": 36264, + "FP": 23007, + "IoU": 0.7501233131394893, + "TN": 135208309, + "TP": 177930, + "n_pred": 200937, + "n_ref": 214194 + }, + "10": { + "Dice": 0.44440824084444897, + "FN": 52401, + "FP": 29446, + "IoU": 0.28568436302702893, + "TN": 135330929, + "TP": 32734, + "n_pred": 62180, + "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": 0.09246555147131091, + "FN": 38221, + "FP": 7948, + "IoU": 0.04847385668061252, + "TN": 135396989, + "TP": 2352, + "n_pred": 10300, + "n_ref": 40573 + }, + "14": { + "Dice": 0.664441031993145, + "FN": 64698, + "FP": 14406, + "IoU": 0.497500333500613, + "TN": 135288089, + "TP": 78317, + "n_pred": 92723, + "n_ref": 143015 + }, + "15": { + "Dice": 0.45358862389430077, + "FN": 35095, + "FP": 3945, + "IoU": 0.2933169212946202, + "TN": 135390266, + "TP": 16204, + "n_pred": 20149, + "n_ref": 51299 + }, + "2": { + "Dice": 0.5236693125358776, + "FN": 103718, + "FP": 88792, + "IoU": 0.35471003683827695, + "TN": 135147179, + "TP": 105821, + "n_pred": 194613, + "n_ref": 209539 + }, + "3": { + "Dice": 0.5646222798305828, + "FN": 103154, + "FP": 87632, + "IoU": 0.39336146290743634, + "TN": 135131013, + "TP": 123711, + "n_pred": 211343, + "n_ref": 226865 + }, + "4": { + "Dice": 0.0, + "FN": 36841, + "FP": 0, + "IoU": 0.0, + "TN": 135408669, + "TP": 0, + "n_pred": 0, + "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": 0.9067278105433714, + "FN": 215225, + "FP": 82503, + "IoU": 0.8293705989119029, + "TN": 133700629, + "TP": 1447153, + "n_pred": 1529656, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.16924518211437004, + "FN": 154348, + "FP": 283714, + "IoU": 0.09244557515890313, + "TN": 134962826, + "TP": 44622, + "n_pred": 328336, + "n_ref": 198970 + }, + "8": { + "Dice": 0.33137340283912065, + "FN": 223042, + "FP": 45669, + "IoU": 0.1985905075485091, + "TN": 135110212, + "TP": 66587, + "n_pred": 112256, + "n_ref": 289629 + }, + "9": { + "Dice": 0.013373589187655771, + "FN": 97374, + "FP": 8, + "IoU": 0.006731808816629607, + "TN": 135347468, + "TP": 660, + "n_pred": 668, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5662203194186378, + "FN": 150014, + "FP": 12705, + "IoU": 0.394914453794637, + "TN": 105485086, + "TP": 106200, + "n_pred": 118905, + "n_ref": 256214 + }, + "10": { + "Dice": 0.142799794190984, + "FN": 47857, + "FP": 103750, + "IoU": 0.07688982251042713, + "TN": 105589770, + "TP": 12628, + "n_pred": 116378, + "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": 0.1492459310138868, + "FN": 72906, + "FP": 18254, + "IoU": 0.0806406067207229, + "TN": 105654849, + "TP": 7996, + "n_pred": 26250, + "n_ref": 80902 + }, + "14": { + "Dice": 0.7027519555792396, + "FN": 90082, + "FP": 282, + "IoU": 0.5417251994340283, + "TN": 105556822, + "TP": 106819, + "n_pred": 107101, + "n_ref": 196901 + }, + "15": { + "Dice": 0.5854833998636939, + "FN": 15905, + "FP": 1125, + "IoU": 0.41391058953092197, + "TN": 105724948, + "TP": 12027, + "n_pred": 13152, + "n_ref": 27932 + }, + "2": { + "Dice": 0.621230800922617, + "FN": 53371, + "FP": 67984, + "IoU": 0.4505691027463622, + "TN": 105533131, + "TP": 99519, + "n_pred": 167503, + "n_ref": 152890 + }, + "3": { + "Dice": 0.6010097196582888, + "FN": 56046, + "FP": 97193, + "IoU": 0.4296024983901166, + "TN": 105485352, + "TP": 115414, + "n_pred": 212607, + "n_ref": 171460 + }, + "4": { + "Dice": 0.0, + "FN": 40854, + "FP": 0, + "IoU": 0.0, + "TN": 105713151, + "TP": 0, + "n_pred": 0, + "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": 0.8380904413458429, + "FN": 132183, + "FP": 410453, + "IoU": 0.7213043692631337, + "TN": 103806949, + "TP": 1404420, + "n_pred": 1814873, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.399872032418454, + "FN": 73395, + "FP": 511878, + "IoU": 0.24990003332222593, + "TN": 104973745, + "TP": 194987, + "n_pred": 706865, + "n_ref": 268382 + }, + "8": { + "Dice": 0.7513123503700938, + "FN": 20255, + "FP": 25035, + "IoU": 0.6016815739250504, + "TN": 105640302, + "TP": 68413, + "n_pred": 93448, + "n_ref": 88668 + }, + "9": { + "Dice": 0.4222757351501625, + "FN": 53238, + "FP": 5780, + "IoU": 0.2676486281906511, + "TN": 105673418, + "TP": 21569, + "n_pred": 27349, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7076050680165147, + "FN": 43988, + "FP": 128956, + "IoU": 0.5475145797194728, + "TN": 96755671, + "TP": 209265, + "n_pred": 338221, + "n_ref": 253253 + }, + "10": { + "Dice": 0.5414270788169987, + "FN": 36399, + "FP": 92637, + "IoU": 0.37120329806881697, + "TN": 96932669, + "TP": 76175, + "n_pred": 168812, + "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": 0.3012309487129631, + "FN": 39827, + "FP": 6892, + "IoU": 0.17732307313035975, + "TN": 97081091, + "TP": 10070, + "n_pred": 16962, + "n_ref": 49897 + }, + "14": { + "Dice": 0.7388001742721297, + "FN": 108457, + "FP": 1855, + "IoU": 0.5857915289876839, + "TN": 96871560, + "TP": 156008, + "n_pred": 157863, + "n_ref": 264465 + }, + "15": { + "Dice": 0.4362745098039216, + "FN": 15519, + "FP": 2191, + "IoU": 0.27899686520376177, + "TN": 97113317, + "TP": 6853, + "n_pred": 9044, + "n_ref": 22372 + }, + "2": { + "Dice": 0.2704962360474171, + "FN": 112994, + "FP": 21900, + "IoU": 0.15640106814756446, + "TN": 96977977, + "TP": 25009, + "n_pred": 46909, + "n_ref": 138003 + }, + "3": { + "Dice": 0.5869348066487422, + "FN": 21262, + "FP": 171853, + "IoU": 0.41536286465081923, + "TN": 96807564, + "TP": 137201, + "n_pred": 309054, + "n_ref": 158463 + }, + "4": { + "Dice": 0.0, + "FN": 27496, + "FP": 0, + "IoU": 0.0, + "TN": 97110384, + "TP": 0, + "n_pred": 0, + "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": 0.7974150144879846, + "FN": 235392, + "FP": 407335, + "IoU": 0.6630841263567542, + "TN": 95230202, + "TP": 1264951, + "n_pred": 1672286, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.3378815283164847, + "FN": 188306, + "FP": 70144, + "IoU": 0.2032836612267798, + "TN": 96813486, + "TP": 65944, + "n_pred": 136088, + "n_ref": 254250 + }, + "8": { + "Dice": 0.747866563227308, + "FN": 25872, + "FP": 43028, + "IoU": 0.59727385377943, + "TN": 96966796, + "TP": 102184, + "n_pred": 145212, + "n_ref": 128056 + }, + "9": { + "Dice": 0.2758362511285812, + "FN": 56054, + "FP": 9716, + "IoU": 0.1599826300194135, + "TN": 97059584, + "TP": 12526, + "n_pred": 22242, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8708598801859049, + "FN": 17892, + "FP": 28261, + "IoU": 0.7712593547108093, + "TN": 130565022, + "TP": 155617, + "n_pred": 183878, + "n_ref": 173509 + }, + "10": { + "Dice": 0.10479203642256348, + "FN": 71137, + "FP": 33272, + "IoU": 0.05529315960912052, + "TN": 130656272, + "TP": 6111, + "n_pred": 39383, + "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": 0.0010206922149021064, + "FN": 61334, + "FP": 3262, + "IoU": 0.000510606693589565, + "TN": 130702163, + "TP": 33, + "n_pred": 3295, + "n_ref": 61367 + }, + "14": { + "Dice": 0.6946135867392441, + "FN": 69080, + "FP": 10362, + "IoU": 0.5321133877930844, + "TN": 130597003, + "TP": 90347, + "n_pred": 100709, + "n_ref": 159427 + }, + "15": { + "Dice": 0.6887551500248064, + "FN": 12825, + "FP": 1604, + "IoU": 0.5252681450286241, + "TN": 130736398, + "TP": 15965, + "n_pred": 17569, + "n_ref": 28790 + }, + "2": { + "Dice": 0.4769998973973118, + "FN": 96596, + "FP": 56324, + "IoU": 0.3131975477757068, + "TN": 130544137, + "TP": 69735, + "n_pred": 126059, + "n_ref": 166331 + }, + "3": { + "Dice": 0.500832042864648, + "FN": 75009, + "FP": 106470, + "IoU": 0.3340733374675713, + "TN": 130494271, + "TP": 91042, + "n_pred": 197512, + "n_ref": 166051 + }, + "4": { + "Dice": 0.0, + "FN": 29936, + "FP": 0, + "IoU": 0.0, + "TN": 130736856, + "TP": 0, + "n_pred": 0, + "n_ref": 29936 + }, + "5": { + "Dice": 0.030199125483657868, + "FN": 30829, + "FP": 0, + "IoU": 0.015331054968220001, + "TN": 130735483, + "TP": 480, + "n_pred": 480, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9235115145742817, + "FN": 127976, + "FP": 72313, + "IoU": 0.8578926083069631, + "TN": 129357372, + "TP": 1209131, + "n_pred": 1281444, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.5862163820229166, + "FN": 149332, + "FP": 268846, + "IoU": 0.41464363751908945, + "TN": 130052393, + "TP": 296221, + "n_pred": 565067, + "n_ref": 445553 + }, + "8": { + "Dice": 0.5121621961547169, + "FN": 138595, + "FP": 35948, + "IoU": 0.34423254660625324, + "TN": 130500626, + "TP": 91623, + "n_pred": 127571, + "n_ref": 230218 + }, + "9": { + "Dice": 0.047727615315043714, + "FN": 99496, + "FP": 1582, + "IoU": 0.02444721120344365, + "TN": 130663181, + "TP": 2533, + "n_pred": 4115, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5319834581579215, + "FN": 93623, + "FP": 95034, + "IoU": 0.36238246844983407, + "TN": 71940130, + "TP": 107221, + "n_pred": 202255, + "n_ref": 200844 + }, + "10": { + "Dice": 0.22600894145667028, + "FN": 40268, + "FP": 113120, + "IoU": 0.12740139831496788, + "TN": 72060225, + "TP": 22395, + "n_pred": 135515, + "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": 0.0860878620742855, + "FN": 67090, + "FP": 3995, + "IoU": 0.04498004917173834, + "TN": 72161575, + "TP": 3348, + "n_pred": 7343, + "n_ref": 70438 + }, + "14": { + "Dice": 0.013949116474423708, + "FN": 71849, + "FP": 210342, + "IoU": 0.007023544356356905, + "TN": 71951821, + "TP": 1996, + "n_pred": 212338, + "n_ref": 73845 + }, + "15": { + "Dice": 0.0, + "FN": 28316, + "FP": 20, + "IoU": 0.0, + "TN": 72207672, + "TP": 0, + "n_pred": 20, + "n_ref": 28316 + }, + "2": { + "Dice": 0.16388247375733608, + "FN": 109661, + "FP": 70274, + "IoU": 0.08925489322717634, + "TN": 72038439, + "TP": 17634, + "n_pred": 87908, + "n_ref": 127295 + }, + "3": { + "Dice": 0.5585836157531845, + "FN": 72650, + "FP": 78438, + "IoU": 0.3875241199267079, + "TN": 71989324, + "TP": 95596, + "n_pred": 174034, + "n_ref": 168246 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 72236008, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.37292490118577076, + "FN": 6340, + "FP": 6, + "IoU": 0.2291995627353334, + "TN": 72227775, + "TP": 1887, + "n_pred": 1893, + "n_ref": 8227 + }, + "6": { + "Dice": 0.5490996986602371, + "FN": 330286, + "FP": 1610140, + "IoU": 0.3784544659293253, + "TN": 69114071, + "TP": 1181511, + "n_pred": 2791651, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.18839564604658957, + "FN": 261124, + "FP": 412101, + "IoU": 0.10399381390062314, + "TN": 71484646, + "TP": 78137, + "n_pred": 490238, + "n_ref": 339261 + }, + "8": { + "Dice": 0.7329102149551043, + "FN": 9667, + "FP": 32542, + "IoU": 0.5784201116648855, + "TN": 72135887, + "TP": 57912, + "n_pred": 90454, + "n_ref": 67579 + }, + "9": { + "Dice": 0.06316483275050806, + "FN": 47895, + "FP": 3274, + "IoU": 0.032612394600521795, + "TN": 72183114, + "TP": 1725, + "n_pred": 4999, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.005688613572939986, + "FN": 88250, + "FP": 171138, + "IoU": 0.0028524199438742168, + "TN": 52292990, + "TP": 742, + "n_pred": 171880, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0, + "FN": 47184, + "FP": 164, + "IoU": 0.0, + "TN": 52505772, + "TP": 0, + "n_pred": 164, + "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": 0.0032231368962062808, + "FN": 21578, + "FP": 1307, + "IoU": 0.0016141697932117616, + "TN": 52530198, + "TP": 37, + "n_pred": 1344, + "n_ref": 21615 + }, + "14": { + "Dice": 0.0, + "FN": 55837, + "FP": 0, + "IoU": 0.0, + "TN": 52497283, + "TP": 0, + "n_pred": 0, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 0, + "IoU": 0.0, + "TN": 52527851, + "TP": 0, + "n_pred": 0, + "n_ref": 25269 + }, + "2": { + "Dice": 0.08423639112903226, + "FN": 127054, + "FP": 47366, + "IoU": 0.043970138454961026, + "TN": 52370678, + "TP": 8022, + "n_pred": 55388, + "n_ref": 135076 + }, + "3": { + "Dice": 0.0, + "FN": 143093, + "FP": 218, + "IoU": 0.0, + "TN": 52409809, + "TP": 0, + "n_pred": 218, + "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": 0.8358246111341735, + "FN": 121478, + "FP": 134401, + "IoU": 0.7179542009975475, + "TN": 51645895, + "TP": 651346, + "n_pred": 785747, + "n_ref": 772824 + }, + "7": { + "Dice": 0.26167351417561946, + "FN": 141793, + "FP": 147535, + "IoU": 0.1505318571105611, + "TN": 52212521, + "TP": 51271, + "n_pred": 198806, + "n_ref": 193064 + }, + "8": { + "Dice": 0.5257545693590798, + "FN": 26941, + "FP": 31855, + "IoU": 0.3566262159825796, + "TN": 52461733, + "TP": 32591, + "n_pred": 64446, + "n_ref": 59532 + }, + "9": { + "Dice": 0.029786925641397306, + "FN": 76857, + "FP": 3465, + "IoU": 0.01511863159830789, + "TN": 52471565, + "TP": 1233, + "n_pred": 4698, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7639230408884873, + "FN": 63602, + "FP": 78009, + "IoU": 0.6180222317529421, + "TN": 143766519, + "TP": 229120, + "n_pred": 307129, + "n_ref": 292722 + }, + "10": { + "Dice": 0.4760958352793871, + "FN": 50369, + "FP": 55073, + "IoU": 0.31241848818404716, + "TN": 143983898, + "TP": 47910, + "n_pred": 102983, + "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": 0.00011203540318740721, + "FN": 104295, + "FP": 2802, + "IoU": 5.602083975238789e-05, + "TN": 144030147, + "TP": 6, + "n_pred": 2808, + "n_ref": 104301 + }, + "14": { + "Dice": 0.5830460206037704, + "FN": 240983, + "FP": 887, + "IoU": 0.41147844537068806, + "TN": 143726271, + "TP": 169109, + "n_pred": 169996, + "n_ref": 410092 + }, + "15": { + "Dice": 0.08039822007692887, + "FN": 21600, + "FP": 2786, + "IoU": 0.04188275970454188, + "TN": 144111798, + "TP": 1066, + "n_pred": 3852, + "n_ref": 22666 + }, + "2": { + "Dice": 0.5256903026286724, + "FN": 78542, + "FP": 28818, + "IoU": 0.35656707920050346, + "TN": 143970395, + "TP": 59495, + "n_pred": 88313, + "n_ref": 138037 + }, + "3": { + "Dice": 0.6684662523265813, + "FN": 51369, + "FP": 70467, + "IoU": 0.5020272700519897, + "TN": 143892586, + "TP": 122828, + "n_pred": 193295, + "n_ref": 174197 + }, + "4": { + "Dice": 0.0, + "FN": 51170, + "FP": 0, + "IoU": 0.0, + "TN": 144086080, + "TP": 0, + "n_pred": 0, + "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": 0.620991999466648, + "FN": 129068, + "FP": 1371751, + "IoU": 0.4503179091248709, + "TN": 141406910, + "TP": 1229521, + "n_pred": 2601272, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.2950947177640349, + "FN": 167489, + "FP": 222220, + "IoU": 0.17308569621945294, + "TN": 143665969, + "TP": 81572, + "n_pred": 303792, + "n_ref": 249061 + }, + "8": { + "Dice": 0.677448188796432, + "FN": 82085, + "FP": 57927, + "IoU": 0.5122280904669667, + "TN": 143850206, + "TP": 147032, + "n_pred": 204959, + "n_ref": 229117 + }, + "9": { + "Dice": 0.04538823481065976, + "FN": 92251, + "FP": 669, + "IoU": 0.02322109976978629, + "TN": 144042121, + "TP": 2209, + "n_pred": 2878, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8510429347436907, + "FN": 47628, + "FP": 10616, + "IoU": 0.7407090834624357, + "TN": 111554292, + "TP": 166384, + "n_pred": 177000, + "n_ref": 214012 + }, + "10": { + "Dice": 0.4705495789319963, + "FN": 26669, + "FP": 16837, + "IoU": 0.30765925619440154, + "TN": 111716081, + "TP": 19333, + "n_pred": 36170, + "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": 0.2047332264019611, + "FN": 46178, + "FP": 6378, + "IoU": 0.11404055899259959, + "TN": 111719599, + "TP": 6765, + "n_pred": 13143, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7220333128874543, + "FN": 31353, + "FP": 15324, + "IoU": 0.5649860205032619, + "TN": 111671620, + "TP": 60623, + "n_pred": 75947, + "n_ref": 91976 + }, + "15": { + "Dice": 0.2919676077916393, + "FN": 7397, + "FP": 8778, + "IoU": 0.1709379805228088, + "TN": 111759410, + "TP": 3335, + "n_pred": 12113, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8384638197694102, + "FN": 46572, + "FP": 14977, + "IoU": 0.721857686432942, + "TN": 111557634, + "TP": 159737, + "n_pred": 174714, + "n_ref": 206309 + }, + "3": { + "Dice": 0.5614022479661943, + "FN": 24380, + "FP": 36650, + "IoU": 0.39024268401123, + "TN": 111678831, + "TP": 39059, + "n_pred": 75709, + "n_ref": 63439 + }, + "4": { + "Dice": 0.0, + "FN": 18679, + "FP": 0, + "IoU": 0.0, + "TN": 111760241, + "TP": 0, + "n_pred": 0, + "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": 0.8830788087077294, + "FN": 231115, + "FP": 34654, + "IoU": 0.7906366318343488, + "TN": 110509505, + "TP": 1003646, + "n_pred": 1038300, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.23808909579146098, + "FN": 187632, + "FP": 137243, + "IoU": 0.13513117787213652, + "TN": 111403285, + "TP": 50760, + "n_pred": 188003, + "n_ref": 238392 + }, + "8": { + "Dice": 0.16307337362518015, + "FN": 249468, + "FP": 35657, + "IoU": 0.08877511561090817, + "TN": 111466017, + "TP": 27778, + "n_pred": 63435, + "n_ref": 277246 + }, + "9": { + "Dice": 0.06803097345132743, + "FN": 77510, + "FP": 0, + "IoU": 0.035213283710277696, + "TN": 111698581, + "TP": 2829, + "n_pred": 2829, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2645159287089362, + "FN": 139847, + "FP": 2275, + "IoU": 0.15241622385629686, + "TN": 198920196, + "TP": 25557, + "n_pred": 27832, + "n_ref": 165404 + }, + "10": { + "Dice": 0.44836800628038287, + "FN": 33428, + "FP": 39650, + "IoU": 0.28896543000865954, + "TN": 198985098, + "TP": 29699, + "n_pred": 69349, + "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": 0.001993245113781075, + "FN": 35558, + "FP": 492, + "IoU": 0.0009976168043008369, + "TN": 199051789, + "TP": 36, + "n_pred": 528, + "n_ref": 35594 + }, + "14": { + "Dice": 0.2341776113983799, + "FN": 37596, + "FP": 23571, + "IoU": 0.1326167415873736, + "TN": 199017356, + "TP": 9352, + "n_pred": 32923, + "n_ref": 46948 + }, + "15": { + "Dice": 0.0, + "FN": 138566, + "FP": 0, + "IoU": 0.0, + "TN": 198949309, + "TP": 0, + "n_pred": 0, + "n_ref": 138566 + }, + "2": { + "Dice": 0.5792639094609149, + "FN": 16360, + "FP": 148107, + "IoU": 0.4077209788069215, + "TN": 198810190, + "TP": 113218, + "n_pred": 261325, + "n_ref": 129578 + }, + "3": { + "Dice": 0.0, + "FN": 138831, + "FP": 1564, + "IoU": 0.0, + "TN": 198947480, + "TP": 0, + "n_pred": 1564, + "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": 0.005466381752223823, + "FN": 20013, + "FP": 0, + "IoU": 0.002740681682280247, + "TN": 199067807, + "TP": 55, + "n_pred": 55, + "n_ref": 20068 + }, + "6": { + "Dice": 0.5905620790846532, + "FN": 88915, + "FP": 1389334, + "IoU": 0.41900538528232445, + "TN": 196543533, + "TP": 1066093, + "n_pred": 2455427, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.44160690960467036, + "FN": 73346, + "FP": 136124, + "IoU": 0.2833732466643859, + "TN": 198795575, + "TP": 82830, + "n_pred": 218954, + "n_ref": 156176 + }, + "8": { + "Dice": 0.6938863380495431, + "FN": 20049, + "FP": 66688, + "IoU": 0.5312603016596142, + "TN": 198902832, + "TP": 98306, + "n_pred": 164994, + "n_ref": 118355 + }, + "9": { + "Dice": 0.08859151196058537, + "FN": 98553, + "FP": 1156, + "IoU": 0.04634881163024246, + "TN": 198983320, + "TP": 4846, + "n_pred": 6002, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8012740758009218, + "FN": 26268, + "FP": 52157, + "IoU": 0.6684380971707845, + "TN": 130838660, + "TP": 158107, + "n_pred": 210264, + "n_ref": 184375 + }, + "10": { + "Dice": 0.4746551387700575, + "FN": 19477, + "FP": 120519, + "IoU": 0.311178901790986, + "TN": 130871952, + "TP": 63244, + "n_pred": 183763, + "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": 0.08450755573379026, + "FN": 85522, + "FP": 14924, + "IoU": 0.044117926952284885, + "TN": 130970110, + "TP": 4636, + "n_pred": 19560, + "n_ref": 90158 + }, + "14": { + "Dice": 0.0, + "FN": 56613, + "FP": 109992, + "IoU": 0.0, + "TN": 130908587, + "TP": 0, + "n_pred": 109992, + "n_ref": 56613 + }, + "15": { + "Dice": 0.3663682680406436, + "FN": 21215, + "FP": 798, + "IoU": 0.224266131021602, + "TN": 131046815, + "TP": 6364, + "n_pred": 7162, + "n_ref": 27579 + }, + "2": { + "Dice": 0.3984776657541564, + "FN": 97592, + "FP": 91597, + "IoU": 0.24881180688735097, + "TN": 130823339, + "TP": 62664, + "n_pred": 154261, + "n_ref": 160256 + }, + "3": { + "Dice": 0.5068656055222599, + "FN": 50482, + "FP": 221131, + "IoU": 0.33946415499962307, + "TN": 130663991, + "TP": 139588, + "n_pred": 360719, + "n_ref": 190070 + }, + "4": { + "Dice": 0.0, + "FN": 73080, + "FP": 0, + "IoU": 0.0, + "TN": 131002112, + "TP": 0, + "n_pred": 0, + "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": 0.7855974161561529, + "FN": 101475, + "FP": 644399, + "IoU": 0.6469003167545699, + "TN": 128962831, + "TP": 1366487, + "n_pred": 2010886, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.40206623162033295, + "FN": 313504, + "FP": 1065583, + "IoU": 0.2516163307744821, + "TN": 129232438, + "TP": 463667, + "n_pred": 1529250, + "n_ref": 777171 + }, + "8": { + "Dice": 0.7095864173242961, + "FN": 32605, + "FP": 45633, + "IoU": 0.5498906915199632, + "TN": 130901372, + "TP": 95582, + "n_pred": 141215, + "n_ref": 128187 + }, + "9": { + "Dice": 0.2888575996945326, + "FN": 53439, + "FP": 6159, + "IoU": 0.16880979610052718, + "TN": 131003490, + "TP": 12104, + "n_pred": 18263, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.816520290050894, + "FN": 34246, + "FP": 47230, + "IoU": 0.6899318029592645, + "TN": 101354432, + "TP": 181292, + "n_pred": 228522, + "n_ref": 215538 + }, + "10": { + "Dice": 0.24404455505967385, + "FN": 22829, + "FP": 119624, + "IoU": 0.1389810634221231, + "TN": 101451753, + "TP": 22994, + "n_pred": 142618, + "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": 0.05121791254213504, + "FN": 58405, + "FP": 3800, + "IoU": 0.026282011145200675, + "TN": 101553316, + "TP": 1679, + "n_pred": 5479, + "n_ref": 60084 + }, + "14": { + "Dice": 0.6565034691683769, + "FN": 24821, + "FP": 13844, + "IoU": 0.4886528949665406, + "TN": 101541586, + "TP": 36949, + "n_pred": 50793, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7356823821339951, + "FN": 7324, + "FP": 11317, + "IoU": 0.5818809860260638, + "TN": 101572617, + "TP": 25942, + "n_pred": 37259, + "n_ref": 33266 + }, + "2": { + "Dice": 0.6043020183645184, + "FN": 60726, + "FP": 85448, + "IoU": 0.4329747741387403, + "TN": 101359409, + "TP": 111617, + "n_pred": 197065, + "n_ref": 172343 + }, + "3": { + "Dice": 0.5053707848571163, + "FN": 94286, + "FP": 59745, + "IoU": 0.3381245192700209, + "TN": 101384481, + "TP": 78688, + "n_pred": 138433, + "n_ref": 172974 + }, + "4": { + "Dice": 0.0, + "FN": 16213, + "FP": 0, + "IoU": 0.0, + "TN": 101600987, + "TP": 0, + "n_pred": 0, + "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": 0.8408396572953535, + "FN": 228026, + "FP": 266270, + "IoU": 0.7253868393508344, + "TN": 99817228, + "TP": 1305676, + "n_pred": 1571946, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.6402369498067065, + "FN": 122939, + "FP": 219713, + "IoU": 0.4708444972936244, + "TN": 100969655, + "TP": 304893, + "n_pred": 524606, + "n_ref": 427832 + }, + "8": { + "Dice": 0.6480069577455715, + "FN": 101183, + "FP": 40874, + "IoU": 0.4792975536804756, + "TN": 101344382, + "TP": 130761, + "n_pred": 171635, + "n_ref": 231944 + }, + "9": { + "Dice": 0.02645219380429757, + "FN": 79911, + "FP": 101, + "IoU": 0.01340337118830072, + "TN": 101536101, + "TP": 1087, + "n_pred": 1188, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7724255077434806, + "FN": 70166, + "FP": 13167, + "IoU": 0.6292290305931766, + "TN": 118957456, + "TP": 141423, + "n_pred": 154590, + "n_ref": 211589 + }, + "10": { + "Dice": 0.49730468062076105, + "FN": 22859, + "FP": 94174, + "IoU": 0.3309417911983627, + "TN": 119007290, + "TP": 57889, + "n_pred": 152063, + "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": 0.22569153063001726, + "FN": 25948, + "FP": 22955, + "IoU": 0.12719971443869355, + "TN": 119126182, + "TP": 7127, + "n_pred": 30082, + "n_ref": 33075 + }, + "14": { + "Dice": 0.0, + "FN": 65867, + "FP": 0, + "IoU": 0.0, + "TN": 119116345, + "TP": 0, + "n_pred": 0, + "n_ref": 65867 + }, + "15": { + "Dice": 0.32271202683277433, + "FN": 16679, + "FP": 283, + "IoU": 0.19240108555920582, + "TN": 119161209, + "TP": 4041, + "n_pred": 4324, + "n_ref": 20720 + }, + "2": { + "Dice": 0.4255332283853443, + "FN": 103877, + "FP": 138066, + "IoU": 0.27027132998745296, + "TN": 118850660, + "TP": 89609, + "n_pred": 227675, + "n_ref": 193486 + }, + "3": { + "Dice": 0.597298284045272, + "FN": 102112, + "FP": 25836, + "IoU": 0.42581988547631444, + "TN": 118959376, + "TP": 94888, + "n_pred": 120724, + "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": 0.0, + "FN": 17722, + "FP": 0, + "IoU": 0.0, + "TN": 119164490, + "TP": 0, + "n_pred": 0, + "n_ref": 17722 + }, + "6": { + "Dice": 0.8236097718848558, + "FN": 196738, + "FP": 463827, + "IoU": 0.7001161283058887, + "TN": 116979476, + "TP": 1542171, + "n_pred": 2005998, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.47806036569900157, + "FN": 90296, + "FP": 362424, + "IoU": 0.31411256722975534, + "TN": 118522162, + "TP": 207330, + "n_pred": 569754, + "n_ref": 297626 + }, + "8": { + "Dice": 0.7468404521059531, + "FN": 21770, + "FP": 19174, + "IoU": 0.5959659752511397, + "TN": 119080874, + "TP": 60394, + "n_pred": 79568, + "n_ref": 82164 + }, + "9": { + "Dice": 0.4105073009182598, + "FN": 60978, + "FP": 9510, + "IoU": 0.2582630930959371, + "TN": 119087181, + "TP": 24543, + "n_pred": 34053, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 78068, + "IoU": 0.0, + "TN": 61254412, + "TP": 0, + "n_pred": 78068, + "n_ref": 0 + }, + "10": { + "Dice": 0.2649024643276246, + "FN": 26640, + "FP": 16583, + "IoU": 0.15267295289251337, + "TN": 61281469, + "TP": 7788, + "n_pred": 24371, + "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": 0.22497960102416928, + "FN": 44700, + "FP": 10390, + "IoU": 0.12674761436768855, + "TN": 61269394, + "TP": 7996, + "n_pred": 18386, + "n_ref": 52696 + }, + "14": { + "Dice": 0.5490049138733955, + "FN": 168012, + "FP": 496, + "IoU": 0.37836441978514934, + "TN": 61061408, + "TP": 102564, + "n_pred": 103060, + "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": 0.4408994248362282, + "FN": 99157, + "FP": 57541, + "IoU": 0.2827908807550244, + "TN": 61113997, + "TP": 61785, + "n_pred": 119326, + "n_ref": 160942 + }, + "3": { + "Dice": 0.6163476521513946, + "FN": 59623, + "FP": 26304, + "IoU": 0.4454497931577487, + "TN": 61177531, + "TP": 69022, + "n_pred": 95326, + "n_ref": 128645 + }, + "4": { + "Dice": 0.0, + "FN": 42189, + "FP": 0, + "IoU": 0.0, + "TN": 61290291, + "TP": 0, + "n_pred": 0, + "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": 0.8761999858780044, + "FN": 64461, + "FP": 258145, + "IoU": 0.7796760765860671, + "TN": 59868245, + "TP": 1141629, + "n_pred": 1399774, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.28913931125289777, + "FN": 101018, + "FP": 406469, + "IoU": 0.16900225316687845, + "TN": 60721784, + "TP": 103209, + "n_pred": 509678, + "n_ref": 204227 + }, + "8": { + "Dice": 0.5298274141201822, + "FN": 42135, + "FP": 28996, + "IoU": 0.36038450125439486, + "TN": 61221271, + "TP": 40078, + "n_pred": 69074, + "n_ref": 82213 + }, + "9": { + "Dice": 0.10043123321851861, + "FN": 59671, + "FP": 6665, + "IoU": 0.05287054355430546, + "TN": 61262441, + "TP": 3703, + "n_pred": 10368, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8828649651481862, + "FN": 35107, + "FP": 2586, + "IoU": 0.7902938656518788, + "TN": 148927758, + "TP": 142049, + "n_pred": 144635, + "n_ref": 177156 + }, + "10": { + "Dice": 0.21492238357536306, + "FN": 60999, + "FP": 25230, + "IoU": 0.12039946140035906, + "TN": 149009468, + "TP": 11803, + "n_pred": 37033, + "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": 0.0008211959807018944, + "FN": 84331, + "FP": 3274, + "IoU": 0.00041076665031206854, + "TN": 149019859, + "TP": 36, + "n_pred": 3310, + "n_ref": 84367 + }, + "14": { + "Dice": 0.6345298311902005, + "FN": 30594, + "FP": 41370, + "IoU": 0.4646969561724538, + "TN": 148973064, + "TP": 62472, + "n_pred": 103842, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7179327112629781, + "FN": 16192, + "FP": 978, + "IoU": 0.5599805233079623, + "TN": 149068479, + "TP": 21851, + "n_pred": 22829, + "n_ref": 38043 + }, + "2": { + "Dice": 0.7277442524690373, + "FN": 40689, + "FP": 46340, + "IoU": 0.5720109764733653, + "TN": 148904156, + "TP": 116315, + "n_pred": 162655, + "n_ref": 157004 + }, + "3": { + "Dice": 0.07221180981925504, + "FN": 56734, + "FP": 29400, + "IoU": 0.03745837337684107, + "TN": 149018014, + "TP": 3352, + "n_pred": 32752, + "n_ref": 60086 + }, + "4": { + "Dice": 0.0, + "FN": 25833, + "FP": 0, + "IoU": 0.0, + "TN": 149081667, + "TP": 0, + "n_pred": 0, + "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": 0.8602378373803263, + "FN": 211666, + "FP": 78956, + "IoU": 0.7547520575723642, + "TN": 147922487, + "TP": 894391, + "n_pred": 973347, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.21196456579848455, + "FN": 217563, + "FP": 210501, + "IoU": 0.11854606555554183, + "TN": 148621866, + "TP": 57570, + "n_pred": 268071, + "n_ref": 275133 + }, + "8": { + "Dice": 0.4043404430493735, + "FN": 166205, + "FP": 19007, + "IoU": 0.2534001951030741, + "TN": 148859426, + "TP": 62862, + "n_pred": 81869, + "n_ref": 229067 + }, + "9": { + "Dice": 0.13331642841294494, + "FN": 81178, + "FP": 851, + "IoU": 0.07141886843713917, + "TN": 149019162, + "TP": 6309, + "n_pred": 7160, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.30354132056267613, + "FN": 416987, + "FP": 33261, + "IoU": 0.17892644497734173, + "TN": 100164435, + "TP": 98117, + "n_pred": 131378, + "n_ref": 515104 + }, + "10": { + "Dice": 0.15605832733930555, + "FN": 26538, + "FP": 102526, + "IoU": 0.08463300637602218, + "TN": 100571803, + "TP": 11933, + "n_pred": 114459, + "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": 0.0001324649519814549, + "FN": 39152, + "FP": 6137, + "IoU": 6.623686302216727e-05, + "TN": 100667508, + "TP": 3, + "n_pred": 6140, + "n_ref": 39155 + }, + "14": { + "Dice": 0.006251051548526538, + "FN": 153412, + "FP": 156, + "IoU": 0.003135325314343951, + "TN": 100558749, + "TP": 483, + "n_pred": 639, + "n_ref": 153895 + }, + "15": { + "Dice": 0.023424451475698948, + "FN": 94137, + "FP": 0, + "IoU": 0.011851027648898872, + "TN": 100617534, + "TP": 1129, + "n_pred": 1129, + "n_ref": 95266 + }, + "2": { + "Dice": 0.15580316870032526, + "FN": 204918, + "FP": 101089, + "IoU": 0.08448293916139359, + "TN": 100378555, + "TP": 28238, + "n_pred": 129327, + "n_ref": 233156 + }, + "3": { + "Dice": 0.5102861464767428, + "FN": 102502, + "FP": 130592, + "IoU": 0.34253970671608325, + "TN": 100358263, + "TP": 121443, + "n_pred": 252035, + "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": 0.6284436458872061, + "FN": 691612, + "FP": 947844, + "IoU": 0.45819746596830263, + "TN": 97686871, + "TP": 1386473, + "n_pred": 2334317, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.07095133318503788, + "FN": 145824, + "FP": 547486, + "IoU": 0.03678047858802085, + "TN": 99993016, + "TP": 26474, + "n_pred": 573960, + "n_ref": 172298 + }, + "8": { + "Dice": 0.5891864893550602, + "FN": 39941, + "FP": 52179, + "IoU": 0.4176218082046289, + "TN": 100554621, + "TP": 66059, + "n_pred": 118238, + "n_ref": 106000 + }, + "9": { + "Dice": 0.19882657283225358, + "FN": 88520, + "FP": 18947, + "IoU": 0.11038724524428403, + "TN": 100591998, + "TP": 13335, + "n_pred": 32282, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7154175749830866, + "FN": 30248, + "FP": 7610, + "IoU": 0.5569261738682646, + "TN": 78865256, + "TP": 47586, + "n_pred": 55196, + "n_ref": 77834 + }, + "10": { + "Dice": 0.42491693165172034, + "FN": 27051, + "FP": 5141, + "IoU": 0.2697742996484065, + "TN": 78906615, + "TP": 11893, + "n_pred": 17034, + "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": 0.0002690975142117125, + "FN": 59397, + "FP": 45, + "IoU": 0.00013456686291000842, + "TN": 78891250, + "TP": 8, + "n_pred": 53, + "n_ref": 59405 + }, + "14": { + "Dice": 0.12404508453350031, + "FN": 25288, + "FP": 2690, + "IoU": 0.0661237023932708, + "TN": 78920741, + "TP": 1981, + "n_pred": 4671, + "n_ref": 27269 + }, + "15": { + "Dice": 0.7974294658655622, + "FN": 18108, + "FP": 2728, + "IoU": 0.663104111759665, + "TN": 78888853, + "TP": 41011, + "n_pred": 43739, + "n_ref": 59119 + }, + "2": { + "Dice": 0.2254466800351486, + "FN": 80109, + "FP": 57399, + "IoU": 0.1270441848654139, + "TN": 78793180, + "TP": 20012, + "n_pred": 77411, + "n_ref": 100121 + }, + "3": { + "Dice": 0.0007902708872985906, + "FN": 84641, + "FP": 6395, + "IoU": 0.00039529163738580465, + "TN": 78859628, + "TP": 36, + "n_pred": 6431, + "n_ref": 84677 + }, + "4": { + "Dice": 0.0, + "FN": 17128, + "FP": 0, + "IoU": 0.0, + "TN": 78933572, + "TP": 0, + "n_pred": 0, + "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": 0.7912789045946408, + "FN": 190426, + "FP": 82141, + "IoU": 0.6546414285334168, + "TN": 78161471, + "TP": 516662, + "n_pred": 598803, + "n_ref": 707088 + }, + "7": { + "Dice": 0.533906233379186, + "FN": 427491, + "FP": 85166, + "IoU": 0.36416922678130026, + "TN": 78144421, + "TP": 293622, + "n_pred": 378788, + "n_ref": 721113 + }, + "8": { + "Dice": 0.3002390764022367, + "FN": 270891, + "FP": 9802, + "IoU": 0.17663606230383386, + "TN": 78609790, + "TP": 60217, + "n_pred": 70019, + "n_ref": 331108 + }, + "9": { + "Dice": 0.0, + "FN": 57048, + "FP": 164, + "IoU": 0.0, + "TN": 78893488, + "TP": 0, + "n_pred": 164, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8653701027753055, + "FN": 20343, + "FP": 19440, + "IoU": 0.7626893182455365, + "TN": 104836799, + "TP": 127858, + "n_pred": 147298, + "n_ref": 148201 + }, + "10": { + "Dice": 0.4224162446376601, + "FN": 52327, + "FP": 43132, + "IoU": 0.26776153291502386, + "TN": 104874074, + "TP": 34907, + "n_pred": 78039, + "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": 0.036569752265410385, + "FN": 76347, + "FP": 1160, + "IoU": 0.018625439995948238, + "TN": 104925462, + "TP": 1471, + "n_pred": 2631, + "n_ref": 77818 + }, + "14": { + "Dice": 0.5724257266035135, + "FN": 40805, + "FP": 2932, + "IoU": 0.400977894650341, + "TN": 104931426, + "TP": 29277, + "n_pred": 32209, + "n_ref": 70082 + }, + "15": { + "Dice": 0.5901062045835662, + "FN": 13803, + "FP": 863, + "IoU": 0.418546564643381, + "TN": 104979217, + "TP": 10557, + "n_pred": 11420, + "n_ref": 24360 + }, + "2": { + "Dice": 0.7595159274165854, + "FN": 60166, + "FP": 9862, + "IoU": 0.6122738245520785, + "TN": 104823828, + "TP": 110584, + "n_pred": 120446, + "n_ref": 170750 + }, + "3": { + "Dice": 0.7170851626485918, + "FN": 41824, + "FP": 46330, + "IoU": 0.5589499332075868, + "TN": 104804567, + "TP": 111719, + "n_pred": 158049, + "n_ref": 153543 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 105004440, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 30080, + "FP": 0, + "IoU": 0.0, + "TN": 104974360, + "TP": 0, + "n_pred": 0, + "n_ref": 30080 + }, + "6": { + "Dice": 0.8477211968998013, + "FN": 91303, + "FP": 319902, + "IoU": 0.7356910451003809, + "TN": 103448666, + "TP": 1144569, + "n_pred": 1464471, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.20984155201875362, + "FN": 173787, + "FP": 250246, + "IoU": 0.11721954123971037, + "TN": 104524102, + "TP": 56305, + "n_pred": 306551, + "n_ref": 230092 + }, + "8": { + "Dice": 0.5441759059373977, + "FN": 214049, + "FP": 40810, + "IoU": 0.37379234768592684, + "TN": 104597452, + "TP": 152129, + "n_pred": 192939, + "n_ref": 366178 + }, + "9": { + "Dice": 0.003776765424459357, + "FN": 93377, + "FP": 0, + "IoU": 0.00189195544819035, + "TN": 104910886, + "TP": 177, + "n_pred": 177, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4353268302073893, + "FN": 298273, + "FP": 12640, + "IoU": 0.27822221190454083, + "TN": 177245528, + "TP": 119847, + "n_pred": 132487, + "n_ref": 418120 + }, + "10": { + "Dice": 0.1465537740947577, + "FN": 61792, + "FP": 56645, + "IoU": 0.07907096091939723, + "TN": 177547682, + "TP": 10169, + "n_pred": 66814, + "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": 0.07229544889331012, + "FN": 74176, + "FP": 430, + "IoU": 0.03750338652871131, + "TN": 177598775, + "TP": 2907, + "n_pred": 3337, + "n_ref": 77083 + }, + "14": { + "Dice": 0.7800781370166425, + "FN": 25529, + "FP": 3067, + "IoU": 0.6394492636675408, + "TN": 177596976, + "TP": 50716, + "n_pred": 53783, + "n_ref": 76245 + }, + "15": { + "Dice": 0.8089469187460293, + "FN": 4706, + "FP": 4015, + "IoU": 0.679186286050618, + "TN": 177649104, + "TP": 18463, + "n_pred": 22478, + "n_ref": 23169 + }, + "2": { + "Dice": 0.6185676797814404, + "FN": 76705, + "FP": 93069, + "IoU": 0.4477726999203084, + "TN": 177368853, + "TP": 137661, + "n_pred": 230730, + "n_ref": 214366 + }, + "3": { + "Dice": 0.41309529358753244, + "FN": 140579, + "FP": 48284, + "IoU": 0.26031512284151037, + "TN": 177420959, + "TP": 66466, + "n_pred": 114750, + "n_ref": 207045 + }, + "4": { + "Dice": 0.0, + "FN": 34433, + "FP": 0, + "IoU": 0.0, + "TN": 177641855, + "TP": 0, + "n_pred": 0, + "n_ref": 34433 + }, + "5": { + "Dice": 0.016665076487612507, + "FN": 30919, + "FP": 0, + "IoU": 0.008402552836663352, + "TN": 177645107, + "TP": 262, + "n_pred": 262, + "n_ref": 31181 + }, + "6": { + "Dice": 0.7636637211719969, + "FN": 270278, + "FP": 679990, + "IoU": 0.6176828539690828, + "TN": 175190739, + "TP": 1535281, + "n_pred": 2215271, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.5137010723741097, + "FN": 137677, + "FP": 298751, + "IoU": 0.3456243308973248, + "TN": 177009350, + "TP": 230510, + "n_pred": 529261, + "n_ref": 368187 + }, + "8": { + "Dice": 0.709638699910873, + "FN": 40999, + "FP": 88663, + "IoU": 0.5499534896635984, + "TN": 177388180, + "TP": 158446, + "n_pred": 247109, + "n_ref": 199445 + }, + "9": { + "Dice": 0.04359377933085931, + "FN": 132205, + "FP": 263, + "IoU": 0.02228258061659052, + "TN": 177540801, + "TP": 3019, + "n_pred": 3282, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8129504056120045, + "FN": 53328, + "FP": 8213, + "IoU": 0.6848495711176545, + "TN": 193810260, + "TP": 133734, + "n_pred": 141947, + "n_ref": 187062 + }, + "10": { + "Dice": 0.46380222831410634, + "FN": 54139, + "FP": 21948, + "IoU": 0.3019157017817495, + "TN": 193896541, + "TP": 32907, + "n_pred": 54855, + "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": 0.2897126660367921, + "FN": 53845, + "FP": 10056, + "IoU": 0.169394148154888, + "TN": 193928602, + "TP": 13032, + "n_pred": 23088, + "n_ref": 66877 + }, + "14": { + "Dice": 0.6469158597829895, + "FN": 17742, + "FP": 45745, + "IoU": 0.4781046799345648, + "TN": 193883888, + "TP": 58160, + "n_pred": 103905, + "n_ref": 75902 + }, + "15": { + "Dice": 0.4560719537635512, + "FN": 14298, + "FP": 1607, + "IoU": 0.2953971558942099, + "TN": 193982962, + "TP": 6668, + "n_pred": 8275, + "n_ref": 20966 + }, + "2": { + "Dice": 0.5734463434979035, + "FN": 36466, + "FP": 115922, + "IoU": 0.4019802135616766, + "TN": 193750714, + "TP": 102433, + "n_pred": 218355, + "n_ref": 138899 + }, + "3": { + "Dice": 0.10406754266971716, + "FN": 126845, + "FP": 5908, + "IoU": 0.05488989983127229, + "TN": 193865072, + "TP": 7710, + "n_pred": 13618, + "n_ref": 134555 + }, + "4": { + "Dice": 0.0, + "FN": 21029, + "FP": 0, + "IoU": 0.0, + "TN": 193984506, + "TP": 0, + "n_pred": 0, + "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": 0.7421675676653762, + "FN": 175223, + "FP": 665476, + "IoU": 0.5900369147644429, + "TN": 191954865, + "TP": 1209971, + "n_pred": 1875447, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.5993047690904995, + "FN": 123793, + "FP": 141212, + "IoU": 0.42786236139417594, + "TN": 193542351, + "TP": 198179, + "n_pred": 339391, + "n_ref": 321972 + }, + "8": { + "Dice": 0.4399133479731735, + "FN": 167281, + "FP": 21457, + "IoU": 0.28198007296687577, + "TN": 193742676, + "TP": 74121, + "n_pred": 95578, + "n_ref": 241402 + }, + "9": { + "Dice": 0.31142459304445846, + "FN": 79630, + "FP": 3448, + "IoU": 0.1844303735335984, + "TN": 193903670, + "TP": 18787, + "n_pred": 22235, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.55755752409605, + "FN": 64415, + "FP": 14999, + "IoU": 0.38653709483051635, + "TN": 99526348, + "TP": 50038, + "n_pred": 65037, + "n_ref": 114453 + }, + "10": { + "Dice": 0.5009960995641587, + "FN": 38867, + "FP": 26508, + "IoU": 0.3342193435377267, + "TN": 99557607, + "TP": 32818, + "n_pred": 59326, + "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": 0.07635781585361417, + "FN": 43332, + "FP": 7448, + "IoU": 0.03969439664138883, + "TN": 99602921, + "TP": 2099, + "n_pred": 9547, + "n_ref": 45431 + }, + "14": { + "Dice": 0.31387459792588324, + "FN": 36722, + "FP": 39429, + "IoU": 0.18615139629578173, + "TN": 99562231, + "TP": 17418, + "n_pred": 56847, + "n_ref": 54140 + }, + "15": { + "Dice": 0.6328367928367928, + "FN": 18511, + "FP": 4042, + "IoU": 0.46288313605944414, + "TN": 99613811, + "TP": 19436, + "n_pred": 23478, + "n_ref": 37947 + }, + "2": { + "Dice": 0.6347373957892091, + "FN": 46572, + "FP": 31897, + "IoU": 0.46491963804731024, + "TN": 99509151, + "TP": 68180, + "n_pred": 100077, + "n_ref": 114752 + }, + "3": { + "Dice": 0.7372266347308998, + "FN": 25930, + "FP": 43845, + "IoU": 0.5838154771135792, + "TN": 99488146, + "TP": 97879, + "n_pred": 141724, + "n_ref": 123809 + }, + "4": { + "Dice": 0.0, + "FN": 18906, + "FP": 0, + "IoU": 0.0, + "TN": 99636894, + "TP": 0, + "n_pred": 0, + "n_ref": 18906 + }, + "5": { + "Dice": 0.0, + "FN": 6966, + "FP": 697, + "IoU": 0.0, + "TN": 99648137, + "TP": 0, + "n_pred": 697, + "n_ref": 6966 + }, + "6": { + "Dice": 0.8956626309790787, + "FN": 127803, + "FP": 157906, + "IoU": 0.8110407707865139, + "TN": 98143786, + "TP": 1226305, + "n_pred": 1384211, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.30287774330003775, + "FN": 78296, + "FP": 329913, + "IoU": 0.17846548302830026, + "TN": 99158914, + "TP": 88677, + "n_pred": 418590, + "n_ref": 166973 + }, + "8": { + "Dice": 0.6630670898818497, + "FN": 32090, + "FP": 37863, + "IoU": 0.49596137911157545, + "TN": 99517015, + "TP": 68832, + "n_pred": 106695, + "n_ref": 100922 + }, + "9": { + "Dice": 0.10872018212412154, + "FN": 90042, + "FP": 4, + "IoU": 0.057484979798614166, + "TN": 99560262, + "TP": 5492, + "n_pred": 5496, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48214354658121306, + "FN": 303306, + "FP": 5193, + "IoU": 0.317647657323091, + "TN": 62631409, + "TP": 143612, + "n_pred": 148805, + "n_ref": 446918 + }, + "10": { + "Dice": 0.5727596778216755, + "FN": 35254, + "FP": 17843, + "IoU": 0.40130570088399786, + "TN": 62994832, + "TP": 35591, + "n_pred": 53434, + "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": 2280, + "IoU": 0.0, + "TN": 63035585, + "TP": 0, + "n_pred": 2280, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 163, + "IoU": 0.0, + "TN": 63083357, + "TP": 0, + "n_pred": 163, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6476167931961517, + "FN": 9066, + "FP": 115980, + "IoU": 0.478870774154831, + "TN": 62843568, + "TP": 114906, + "n_pred": 230886, + "n_ref": 123972 + }, + "3": { + "Dice": 0.1977618103733069, + "FN": 113222, + "FP": 3340, + "IoU": 0.10973122837568453, + "TN": 62952591, + "TP": 14367, + "n_pred": 17707, + "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": 0.7068834362182171, + "FN": 337944, + "FP": 318650, + "IoU": 0.5466509795148721, + "TN": 61635201, + "TP": 791725, + "n_pred": 1110375, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.4164510037070714, + "FN": 64370, + "FP": 194263, + "IoU": 0.26298586572438165, + "TN": 62732600, + "TP": 92287, + "n_pred": 286550, + "n_ref": 156657 + }, + "8": { + "Dice": 0.30485346911657146, + "FN": 84657, + "FP": 39850, + "IoU": 0.17983900716694773, + "TN": 62931712, + "TP": 27301, + "n_pred": 67151, + "n_ref": 111958 + }, + "9": { + "Dice": 0.31886076645345746, + "FN": 34190, + "FP": 2975, + "IoU": 0.1896694575266004, + "TN": 63037656, + "TP": 8699, + "n_pred": 11674, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7193696412899608, + "FN": 86668, + "FP": 89521, + "IoU": 0.5617308979107537, + "TN": 109206807, + "TP": 225822, + "n_pred": 315343, + "n_ref": 312490 + }, + "10": { + "Dice": 0.3622886866059818, + "FN": 53103, + "FP": 69497, + "IoU": 0.22121645227886294, + "TN": 109451393, + "TP": 34825, + "n_pred": 104322, + "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": 0.08718333210133372, + "FN": 76651, + "FP": 9790, + "IoU": 0.04557850920292816, + "TN": 109518249, + "TP": 4128, + "n_pred": 13918, + "n_ref": 80779 + }, + "14": { + "Dice": 0.38485587626071976, + "FN": 57155, + "FP": 69951, + "IoU": 0.23827958793530177, + "TN": 109441951, + "TP": 39761, + "n_pred": 109712, + "n_ref": 96916 + }, + "15": { + "Dice": 0.001072992211226181, + "FN": 103485, + "FP": 784, + "IoU": 0.0005367840881859573, + "TN": 109504493, + "TP": 56, + "n_pred": 840, + "n_ref": 103541 + }, + "2": { + "Dice": 0.47177362003646284, + "FN": 141088, + "FP": 22322, + "IoU": 0.308706632879691, + "TN": 109372435, + "TP": 72973, + "n_pred": 95295, + "n_ref": 214061 + }, + "3": { + "Dice": 0.6477125954240815, + "FN": 41334, + "FP": 180959, + "IoU": 0.4789755441279187, + "TN": 109182172, + "TP": 204353, + "n_pred": 385312, + "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": 0.0, + "FN": 10552, + "FP": 0, + "IoU": 0.0, + "TN": 109598266, + "TP": 0, + "n_pred": 0, + "n_ref": 10552 + }, + "6": { + "Dice": 0.732803032757671, + "FN": 210108, + "FP": 548570, + "IoU": 0.5782866055561948, + "TN": 107809781, + "TP": 1040359, + "n_pred": 1588929, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.7044437927056008, + "FN": 416140, + "FP": 239907, + "IoU": 0.5437385029992176, + "TN": 108170943, + "TP": 781828, + "n_pred": 1021735, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.7537701204305226, + "FN": 15218, + "FP": 33259, + "IoU": 0.6048403531224272, + "TN": 109486141, + "TP": 74200, + "n_pred": 107459, + "n_ref": 89418 + }, + "9": { + "Dice": 0.3859229891924184, + "FN": 40989, + "FP": 4239, + "IoU": 0.23909825033647375, + "TN": 109549378, + "TP": 14212, + "n_pred": 18451, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5871796984427783, + "FN": 23143, + "FP": 26961, + "IoU": 0.41560819716108566, + "TN": 66981615, + "TP": 35633, + "n_pred": 62594, + "n_ref": 58776 + }, + "10": { + "Dice": 0.2800513786928435, + "FN": 63861, + "FP": 12928, + "IoU": 0.16282543282019973, + "TN": 66975628, + "TP": 14935, + "n_pred": 27863, + "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": 0.08322552824493316, + "FN": 36474, + "FP": 1794, + "IoU": 0.04341957255343082, + "TN": 67027347, + "TP": 1737, + "n_pred": 3531, + "n_ref": 38211 + }, + "14": { + "Dice": 0.4747632683895223, + "FN": 48452, + "FP": 11342, + "IoU": 0.31127185606671426, + "TN": 66980534, + "TP": 27024, + "n_pred": 38366, + "n_ref": 75476 + }, + "15": { + "Dice": 0.2732096941845834, + "FN": 26368, + "FP": 202, + "IoU": 0.15821822329235838, + "TN": 67035788, + "TP": 4994, + "n_pred": 5196, + "n_ref": 31362 + }, + "2": { + "Dice": 0.2120433314912345, + "FN": 114191, + "FP": 122497, + "IoU": 0.11859534138939058, + "TN": 66798817, + "TP": 31847, + "n_pred": 154344, + "n_ref": 146038 + }, + "3": { + "Dice": 0.0, + "FN": 160370, + "FP": 1860, + "IoU": 0.0, + "TN": 66905122, + "TP": 0, + "n_pred": 1860, + "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": 0.8492640420961163, + "FN": 200258, + "FP": 111984, + "IoU": 0.7380181667765802, + "TN": 65875506, + "TP": 879604, + "n_pred": 991588, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.23435709427309787, + "FN": 275636, + "FP": 220777, + "IoU": 0.13273187546188156, + "TN": 66494965, + "TP": 75974, + "n_pred": 296751, + "n_ref": 351610 + }, + "8": { + "Dice": 0.7456005744297685, + "FN": 21334, + "FP": 22599, + "IoU": 0.5943884852233804, + "TN": 66959039, + "TP": 64380, + "n_pred": 86979, + "n_ref": 85714 + }, + "9": { + "Dice": 0.040911321063291775, + "FN": 75718, + "FP": 519, + "IoU": 0.020882832667634178, + "TN": 66989489, + "TP": 1626, + "n_pred": 2145, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.29508053374372606, + "FN": 146471, + "FP": 14761, + "IoU": 0.1730759367723538, + "TN": 74324302, + "TP": 33746, + "n_pred": 48507, + "n_ref": 180217 + }, + "10": { + "Dice": 0.5477555457556893, + "FN": 29444, + "FP": 14653, + "IoU": 0.37717861077370696, + "TN": 74448478, + "TP": 26705, + "n_pred": 41358, + "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": 0.018176273254040864, + "FN": 42443, + "FP": 5848, + "IoU": 0.009171488366367105, + "TN": 74470542, + "TP": 447, + "n_pred": 6295, + "n_ref": 42890 + }, + "14": { + "Dice": 0.4524813784438661, + "FN": 14278, + "FP": 28429, + "IoU": 0.2923915564834145, + "TN": 74458926, + "TP": 17647, + "n_pred": 46076, + "n_ref": 31925 + }, + "15": { + "Dice": 0.16460069091648039, + "FN": 27119, + "FP": 5769, + "IoU": 0.08968113374667848, + "TN": 74483152, + "TP": 3240, + "n_pred": 9009, + "n_ref": 30359 + }, + "2": { + "Dice": 0.41823568077653817, + "FN": 48012, + "FP": 210424, + "IoU": 0.26441087062949004, + "TN": 74167948, + "TP": 92896, + "n_pred": 303320, + "n_ref": 140908 + }, + "3": { + "Dice": 0.04831301944140365, + "FN": 151691, + "FP": 3926, + "IoU": 0.02475449184355161, + "TN": 74359713, + "TP": 3950, + "n_pred": 7876, + "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": 0.8507434951359594, + "FN": 273690, + "FP": 193776, + "IoU": 0.740255540460573, + "TN": 72719565, + "TP": 1332249, + "n_pred": 1526025, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.19183446377833369, + "FN": 122023, + "FP": 258547, + "IoU": 0.10609341895719902, + "TN": 74093542, + "TP": 45168, + "n_pred": 303715, + "n_ref": 167191 + }, + "8": { + "Dice": 0.35790820753079994, + "FN": 47878, + "FP": 11328, + "IoU": 0.21795870923428481, + "TN": 74443573, + "TP": 16501, + "n_pred": 27829, + "n_ref": 64379 + }, + "9": { + "Dice": 0.08515190415062045, + "FN": 88679, + "FP": 1117, + "IoU": 0.04446927374301676, + "TN": 74425305, + "TP": 4179, + "n_pred": 5296, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8645290691717827, + "FN": 63528, + "FP": 5230, + "IoU": 0.7613837093488529, + "TN": 65763027, + "TP": 219395, + "n_pred": 224625, + "n_ref": 282923 + }, + "10": { + "Dice": 0.2224631135200241, + "FN": 65063, + "FP": 64047, + "IoU": 0.12515245968288385, + "TN": 65903600, + "TP": 18470, + "n_pred": 82517, + "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": 0.16592309695338947, + "FN": 42847, + "FP": 5200, + "IoU": 0.09046681558323552, + "TN": 65998354, + "TP": 4779, + "n_pred": 9979, + "n_ref": 47626 + }, + "14": { + "Dice": 0.6227646611566984, + "FN": 27135, + "FP": 11068, + "IoU": 0.45218463656308705, + "TN": 65981443, + "TP": 31534, + "n_pred": 42602, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7934536612737305, + "FN": 3385, + "FP": 7658, + "IoU": 0.6576238606064364, + "TN": 66018926, + "TP": 21211, + "n_pred": 28869, + "n_ref": 24596 + }, + "2": { + "Dice": 0.43915713952680685, + "FN": 97796, + "FP": 20087, + "IoU": 0.281358969982199, + "TN": 65887144, + "TP": 46153, + "n_pred": 66240, + "n_ref": 143949 + }, + "3": { + "Dice": 0.6461491934861703, + "FN": 52135, + "FP": 62530, + "IoU": 0.47726765045109115, + "TN": 65831823, + "TP": 104692, + "n_pred": 167222, + "n_ref": 156827 + }, + "4": { + "Dice": 0.0, + "FN": 29528, + "FP": 0, + "IoU": 0.0, + "TN": 66021652, + "TP": 0, + "n_pred": 0, + "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": 0.8909745196516611, + "FN": 56634, + "FP": 179984, + "IoU": 0.8033850758521894, + "TN": 64847721, + "TP": 966841, + "n_pred": 1146825, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.8274521817937662, + "FN": 264835, + "FP": 31984, + "IoU": 0.7056873663878411, + "TN": 65042664, + "TP": 711697, + "n_pred": 743681, + "n_ref": 976532 + }, + "8": { + "Dice": 0.7333624220953026, + "FN": 24993, + "FP": 15950, + "IoU": 0.5789836294833827, + "TN": 65953932, + "TP": 56305, + "n_pred": 72255, + "n_ref": 81298 + }, + "9": { + "Dice": 0.15598530063332378, + "FN": 64100, + "FP": 668, + "IoU": 0.08459005271861264, + "TN": 65980427, + "TP": 5985, + "n_pred": 6653, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9325039388298868, + "FN": 16629, + "FP": 3206, + "IoU": 0.8735432127100706, + "TN": 113315688, + "TP": 137017, + "n_pred": 140223, + "n_ref": 153646 + }, + "10": { + "Dice": 0.42252802375277626, + "FN": 44135, + "FP": 55446, + "IoU": 0.26785136605593624, + "TN": 113336528, + "TP": 36431, + "n_pred": 91877, + "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": 0.021134843796786106, + "FN": 76029, + "FP": 2429, + "IoU": 0.010680284975726624, + "TN": 113393235, + "TP": 847, + "n_pred": 3276, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8056354057758619, + "FN": 85210, + "FP": 863, + "IoU": 0.674530549274365, + "TN": 113208082, + "TP": 178385, + "n_pred": 179248, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7900972840553082, + "FN": 5112, + "FP": 3799, + "IoU": 0.6530254653064403, + "TN": 113446858, + "TP": 16771, + "n_pred": 20570, + "n_ref": 21883 + }, + "2": { + "Dice": 0.6304746992097123, + "FN": 37298, + "FP": 67955, + "IoU": 0.4603600231743769, + "TN": 113277497, + "TP": 89790, + "n_pred": 157745, + "n_ref": 127088 + }, + "3": { + "Dice": 0.6410830369189255, + "FN": 57579, + "FP": 12651, + "IoU": 0.47176027258162784, + "TN": 113339589, + "TP": 62721, + "n_pred": 75372, + "n_ref": 120300 + }, + "4": { + "Dice": 0.0, + "FN": 31092, + "FP": 0, + "IoU": 0.0, + "TN": 113441448, + "TP": 0, + "n_pred": 0, + "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": 0.879098494975189, + "FN": 171289, + "FP": 96160, + "IoU": 0.7842780931547864, + "TN": 112232754, + "TP": 972337, + "n_pred": 1068497, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.21169687566118908, + "FN": 157991, + "FP": 289103, + "IoU": 0.11837863099381417, + "TN": 112965413, + "TP": 60033, + "n_pred": 349136, + "n_ref": 218024 + }, + "8": { + "Dice": 0.4580053427765723, + "FN": 140594, + "FP": 34499, + "IoU": 0.2970213551850261, + "TN": 113223467, + "TP": 73980, + "n_pred": 108479, + "n_ref": 214574 + }, + "9": { + "Dice": 0.0009784459643808036, + "FN": 106187, + "FP": 0, + "IoU": 0.0004894624384642175, + "TN": 113366301, + "TP": 52, + "n_pred": 52, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5829893731711073, + "FN": 51481, + "FP": 56825, + "IoU": 0.41142201909647685, + "TN": 75012715, + "TP": 75707, + "n_pred": 132532, + "n_ref": 127188 + }, + "10": { + "Dice": 0.321182891404994, + "FN": 76780, + "FP": 21603, + "IoU": 0.19131499778066383, + "TN": 75075070, + "TP": 23275, + "n_pred": 44878, + "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": 56, + "IoU": 0.0, + "TN": 75141412, + "TP": 0, + "n_pred": 56, + "n_ref": 55260 + }, + "14": { + "Dice": 0.7560881789956679, + "FN": 50501, + "FP": 2763, + "IoU": 0.6078310103888263, + "TN": 75060909, + "TP": 82555, + "n_pred": 85318, + "n_ref": 133056 + }, + "15": { + "Dice": 0.004545733767430431, + "FN": 73627, + "FP": 7398, + "IoU": 0.0022780445757911586, + "TN": 75115518, + "TP": 185, + "n_pred": 7583, + "n_ref": 73812 + }, + "2": { + "Dice": 0.6693547689797988, + "FN": 30192, + "FP": 84529, + "IoU": 0.5030302242669197, + "TN": 74965887, + "TP": 116120, + "n_pred": 200649, + "n_ref": 146312 + }, + "3": { + "Dice": 0.07650908932765069, + "FN": 140478, + "FP": 29400, + "IoU": 0.03977616369442953, + "TN": 75019813, + "TP": 7037, + "n_pred": 36437, + "n_ref": 147515 + }, + "4": { + "Dice": 0.0, + "FN": 24963, + "FP": 0, + "IoU": 0.0, + "TN": 75171765, + "TP": 0, + "n_pred": 0, + "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": 0.9189766127028152, + "FN": 84281, + "FP": 122427, + "IoU": 0.8500987337567922, + "TN": 73817767, + "TP": 1172253, + "n_pred": 1294680, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.41737655538082186, + "FN": 63965, + "FP": 181295, + "IoU": 0.263724486579468, + "TN": 74863619, + "TP": 87849, + "n_pred": 269144, + "n_ref": 151814 + }, + "8": { + "Dice": 0.7082508332001033, + "FN": 27149, + "FP": 20297, + "IoU": 0.5482882059484367, + "TN": 75091692, + "TP": 57590, + "n_pred": 77887, + "n_ref": 84739 + }, + "9": { + "Dice": 0.006684215959533395, + "FN": 76974, + "FP": 4, + "IoU": 0.0033533151209912348, + "TN": 75119491, + "TP": 259, + "n_pred": 263, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7907741257224228, + "FN": 73686, + "FP": 1542, + "IoU": 0.6539507155310017, + "TN": 86710481, + "TP": 142163, + "n_pred": 143705, + "n_ref": 215849 + }, + "10": { + "Dice": 0.45447543569831245, + "FN": 26048, + "FP": 76653, + "IoU": 0.2940590180160983, + "TN": 86782391, + "TP": 42780, + "n_pred": 119433, + "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": 0.10137697694547171, + "FN": 52140, + "FP": 4963, + "IoU": 0.053395000331543, + "TN": 86867548, + "TP": 3221, + "n_pred": 8184, + "n_ref": 55361 + }, + "14": { + "Dice": 0.5969007744839461, + "FN": 36997, + "FP": 25512, + "IoU": 0.4254159389649784, + "TN": 86819082, + "TP": 46281, + "n_pred": 71793, + "n_ref": 83278 + }, + "15": { + "Dice": 0.20065476585484548, + "FN": 144511, + "FP": 33, + "IoU": 0.1115154346409648, + "TN": 86765186, + "TP": 18142, + "n_pred": 18175, + "n_ref": 162653 + }, + "2": { + "Dice": 0.49747217258151044, + "FN": 54208, + "FP": 87237, + "IoU": 0.3310901558716707, + "TN": 86716416, + "TP": 70011, + "n_pred": 157248, + "n_ref": 124219 + }, + "3": { + "Dice": 0.5756020031786967, + "FN": 74378, + "FP": 67146, + "IoU": 0.4041019465509038, + "TN": 86690375, + "TP": 95973, + "n_pred": 163119, + "n_ref": 170351 + }, + "4": { + "Dice": 0.0, + "FN": 16522, + "FP": 0, + "IoU": 0.0, + "TN": 86911350, + "TP": 0, + "n_pred": 0, + "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": 0.8585041869024791, + "FN": 39804, + "FP": 334170, + "IoU": 0.7520870221791475, + "TN": 85419383, + "TP": 1134515, + "n_pred": 1468685, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.7586406238468918, + "FN": 283059, + "FP": 187893, + "IoU": 0.6111369829081, + "TN": 85716772, + "TP": 740148, + "n_pred": 928041, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.7045030522843625, + "FN": 7187, + "FP": 32409, + "IoU": 0.543809117826653, + "TN": 86841075, + "TP": 47201, + "n_pred": 79610, + "n_ref": 54388 + }, + "9": { + "Dice": 0.32293254947576905, + "FN": 40488, + "FP": 2585, + "IoU": 0.19255787796419532, + "TN": 86874527, + "TP": 10272, + "n_pred": 12857, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8064237352416361, + "FN": 23610, + "FP": 7525, + "IoU": 0.6756365379005709, + "TN": 37653612, + "TP": 64853, + "n_pred": 72378, + "n_ref": 88463 + }, + "10": { + "Dice": 0.016479496071008175, + "FN": 58726, + "FP": 3104, + "IoU": 0.008308205555911979, + "TN": 37687252, + "TP": 518, + "n_pred": 3622, + "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": 0.34656275258687697, + "FN": 33172, + "FP": 219867, + "IoU": 0.20960139438559885, + "TN": 37429459, + "TP": 67102, + "n_pred": 286969, + "n_ref": 100274 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 37749600, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5534340840019661, + "FN": 20289, + "FP": 108723, + "IoU": 0.3825847670551076, + "TN": 37540645, + "TP": 79943, + "n_pred": 188666, + "n_ref": 100232 + }, + "3": { + "Dice": 0.006804427896147169, + "FN": 88360, + "FP": 10603, + "IoU": 0.0034138285230911765, + "TN": 37650298, + "TP": 339, + "n_pred": 10942, + "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": 0.010064134188455845, + "FN": 9998, + "FP": 35, + "IoU": 0.005057516858389528, + "TN": 37739516, + "TP": 51, + "n_pred": 86, + "n_ref": 10049 + }, + "6": { + "Dice": 0.8066564808987198, + "FN": 198455, + "FP": 62354, + "IoU": 0.6759633483460165, + "TN": 36944725, + "TP": 544066, + "n_pred": 606420, + "n_ref": 742521 + }, + "7": { + "Dice": 0.19079401663153653, + "FN": 261017, + "FP": 453821, + "IoU": 0.10545732126991278, + "TN": 36950490, + "TP": 84272, + "n_pred": 538093, + "n_ref": 345289 + }, + "8": { + "Dice": 0.09054321345929145, + "FN": 72158, + "FP": 46929, + "IoU": 0.04741830980282366, + "TN": 37624585, + "TP": 5928, + "n_pred": 52857, + "n_ref": 78086 + }, + "9": { + "Dice": 0.0, + "FN": 54771, + "FP": 0, + "IoU": 0.0, + "TN": 37694829, + "TP": 0, + "n_pred": 0, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7647978640229341, + "FN": 54230, + "FP": 34214, + "IoU": 0.6191681844995888, + "TN": 75674449, + "TP": 143795, + "n_pred": 178009, + "n_ref": 198025 + }, + "10": { + "Dice": 0.49946096772147885, + "FN": 66855, + "FP": 27861, + "IoU": 0.3328543656495647, + "TN": 75764716, + "TP": 47256, + "n_pred": 75117, + "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": 0.2710742467356865, + "FN": 34785, + "FP": 1334, + "IoU": 0.15678767363137622, + "TN": 75863853, + "TP": 6716, + "n_pred": 8050, + "n_ref": 41501 + }, + "14": { + "Dice": 0.6880876085567299, + "FN": 48846, + "FP": 18999, + "IoU": 0.5244920415758451, + "TN": 75764009, + "TP": 74834, + "n_pred": 93833, + "n_ref": 123680 + }, + "15": { + "Dice": 0.20736100234925606, + "FN": 165423, + "FP": 1590, + "IoU": 0.1156735977634108, + "TN": 75717829, + "TP": 21846, + "n_pred": 23436, + "n_ref": 187269 + }, + "2": { + "Dice": 0.4593653745769567, + "FN": 126272, + "FP": 30119, + "IoU": 0.29816633158612765, + "TN": 75683856, + "TP": 66441, + "n_pred": 96560, + "n_ref": 192713 + }, + "3": { + "Dice": 0.7258595674719447, + "FN": 33358, + "FP": 131217, + "IoU": 0.5696856868687132, + "TN": 75524235, + "TP": 217878, + "n_pred": 349095, + "n_ref": 251236 + }, + "4": { + "Dice": 0.0, + "FN": 30177, + "FP": 0, + "IoU": 0.0, + "TN": 75876511, + "TP": 0, + "n_pred": 0, + "n_ref": 30177 + }, + "5": { + "Dice": 0.3085724043715847, + "FN": 7822, + "FP": 276, + "IoU": 0.18243311458859163, + "TN": 75896783, + "TP": 1807, + "n_pred": 2083, + "n_ref": 9629 + }, + "6": { + "Dice": 0.895678597714575, + "FN": 174819, + "FP": 182081, + "IoU": 0.8110669555628844, + "TN": 74017659, + "TP": 1532129, + "n_pred": 1714210, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.4836011469999459, + "FN": 139658, + "FP": 146680, + "IoU": 0.31891421313276913, + "TN": 75486274, + "TP": 134076, + "n_pred": 280756, + "n_ref": 273734 + }, + "8": { + "Dice": 0.8711127741301793, + "FN": 17249, + "FP": 4796, + "IoU": 0.7716561532167013, + "TN": 75810145, + "TP": 74498, + "n_pred": 79294, + "n_ref": 91747 + }, + "9": { + "Dice": 0.26852876706382794, + "FN": 65373, + "FP": 2035, + "IoU": 0.1550870508015693, + "TN": 75826907, + "TP": 12373, + "n_pred": 14408, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8144565807166954, + "FN": 26000, + "FP": 5460, + "IoU": 0.6869900903410674, + "TN": 61287242, + "TP": 69048, + "n_pred": 74508, + "n_ref": 95048 + }, + "10": { + "Dice": 0.46397309430506134, + "FN": 47151, + "FP": 24251, + "IoU": 0.30206052549264933, + "TN": 61285446, + "TP": 30902, + "n_pred": 55153, + "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": 0.075046904315197, + "FN": 37915, + "FP": 46, + "IoU": 0.03898635477582846, + "TN": 61348249, + "TP": 1540, + "n_pred": 1586, + "n_ref": 39455 + }, + "14": { + "Dice": 0.6221036917239449, + "FN": 26455, + "FP": 22147, + "IoU": 0.45148803141963956, + "TN": 61299143, + "TP": 40005, + "n_pred": 62152, + "n_ref": 66460 + }, + "15": { + "Dice": 0.777191305432027, + "FN": 14681, + "FP": 1402, + "IoU": 0.6355788185711373, + "TN": 61343617, + "TP": 28050, + "n_pred": 29452, + "n_ref": 42731 + }, + "2": { + "Dice": 0.5780318131239143, + "FN": 24855, + "FP": 133278, + "IoU": 0.40650122728398674, + "TN": 61121308, + "TP": 108309, + "n_pred": 241587, + "n_ref": 133164 + }, + "3": { + "Dice": 0.06835698576843119, + "FN": 128507, + "FP": 10864, + "IoU": 0.03538800143960577, + "TN": 61243266, + "TP": 5113, + "n_pred": 15977, + "n_ref": 133620 + }, + "4": { + "Dice": 0.0, + "FN": 18976, + "FP": 0, + "IoU": 0.0, + "TN": 61368774, + "TP": 0, + "n_pred": 0, + "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": 0.8755518164269359, + "FN": 190741, + "FP": 37800, + "IoU": 0.7786502119152958, + "TN": 60355262, + "TP": 803947, + "n_pred": 841747, + "n_ref": 994688 + }, + "7": { + "Dice": 0.22243205627928417, + "FN": 130431, + "FP": 217075, + "IoU": 0.1251328012889907, + "TN": 60990540, + "TP": 49704, + "n_pred": 266779, + "n_ref": 180135 + }, + "8": { + "Dice": 0.3586341344542935, + "FN": 187445, + "FP": 23109, + "IoU": 0.2184973758638864, + "TN": 61118328, + "TP": 58868, + "n_pred": 81977, + "n_ref": 246313 + }, + "9": { + "Dice": 0.172152479220407, + "FN": 72209, + "FP": 0, + "IoU": 0.09418317297439693, + "TN": 61308033, + "TP": 7508, + "n_pred": 7508, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8634565444263768, + "FN": 43206, + "FP": 1802, + "IoU": 0.7597215400713233, + "TN": 39561484, + "TP": 142308, + "n_pred": 144110, + "n_ref": 185514 + }, + "10": { + "Dice": 0.5196553032757296, + "FN": 23761, + "FP": 28134, + "IoU": 0.35103669059350223, + "TN": 39668834, + "TP": 28071, + "n_pred": 56205, + "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": 0.22009383090969262, + "FN": 38158, + "FP": 1905, + "IoU": 0.12365473794732698, + "TN": 39703084, + "TP": 5653, + "n_pred": 7558, + "n_ref": 43811 + }, + "14": { + "Dice": 0.22090848994239304, + "FN": 21637, + "FP": 60861, + "IoU": 0.12416926768159331, + "TN": 39654606, + "TP": 11696, + "n_pred": 72557, + "n_ref": 33333 + }, + "15": { + "Dice": 0.11053604436229206, + "FN": 48427, + "FP": 4505, + "IoU": 0.05850127176677754, + "TN": 39692579, + "TP": 3289, + "n_pred": 7794, + "n_ref": 51716 + }, + "2": { + "Dice": 0.6131805157593123, + "FN": 30107, + "FP": 80593, + "IoU": 0.44214876033057854, + "TN": 39550360, + "TP": 87740, + "n_pred": 168333, + "n_ref": 117847 + }, + "3": { + "Dice": 0.45453201383092884, + "FN": 86623, + "FP": 27748, + "IoU": 0.29410639230232744, + "TN": 39586777, + "TP": 47652, + "n_pred": 75400, + "n_ref": 134275 + }, + "4": { + "Dice": 0.0, + "FN": 23773, + "FP": 0, + "IoU": 0.0, + "TN": 39725027, + "TP": 0, + "n_pred": 0, + "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": 0.9335997276111199, + "FN": 76590, + "FP": 44515, + "IoU": 0.8754683881688542, + "TN": 38776316, + "TP": 851379, + "n_pred": 895894, + "n_ref": 927969 + }, + "7": { + "Dice": 0.6352655053298928, + "FN": 346801, + "FP": 95611, + "IoU": 0.4654865161032318, + "TN": 38921109, + "TP": 385279, + "n_pred": 480890, + "n_ref": 732080 + }, + "8": { + "Dice": 0.6946874333262215, + "FN": 8834, + "FP": 26941, + "IoU": 0.5322000653808434, + "TN": 39672325, + "TP": 40700, + "n_pred": 67641, + "n_ref": 49534 + }, + "9": { + "Dice": 0.07359515785129651, + "FN": 40024, + "FP": 383, + "IoU": 0.03820337046558126, + "TN": 39706788, + "TP": 1605, + "n_pred": 1988, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7572875380530878, + "FN": 26930, + "FP": 17957, + "IoU": 0.6093827504285851, + "TN": 101281695, + "TP": 70026, + "n_pred": 87983, + "n_ref": 96956 + }, + "10": { + "Dice": 0.26978291173809194, + "FN": 65844, + "FP": 23731, + "IoU": 0.15592431352594183, + "TN": 101290486, + "TP": 16547, + "n_pred": 40278, + "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": 0.02984669651336318, + "FN": 49175, + "FP": 882, + "IoU": 0.015149428453381077, + "TN": 101345781, + "TP": 770, + "n_pred": 1652, + "n_ref": 49945 + }, + "14": { + "Dice": 0.6690291111271134, + "FN": 87299, + "FP": 28, + "IoU": 0.5026624674666409, + "TN": 101221019, + "TP": 88262, + "n_pred": 88290, + "n_ref": 175561 + }, + "15": { + "Dice": 0.6501801426435626, + "FN": 13610, + "FP": 663, + "IoU": 0.48167919526455316, + "TN": 101369071, + "TP": 13264, + "n_pred": 13927, + "n_ref": 26874 + }, + "2": { + "Dice": 0.5734876145665897, + "FN": 100928, + "FP": 19273, + "IoU": 0.4020207748791117, + "TN": 101195596, + "TP": 80811, + "n_pred": 100084, + "n_ref": 181739 + }, + "3": { + "Dice": 0.3061331112012305, + "FN": 125280, + "FP": 64639, + "IoU": 0.18073032374954165, + "TN": 101164793, + "TP": 41896, + "n_pred": 106535, + "n_ref": 167176 + }, + "4": { + "Dice": 0.0, + "FN": 10146, + "FP": 0, + "IoU": 0.0, + "TN": 101386462, + "TP": 0, + "n_pred": 0, + "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": 0.8749265532305289, + "FN": 241713, + "FP": 212539, + "IoU": 0.7776617213238723, + "TN": 99353541, + "TP": 1588815, + "n_pred": 1801354, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.3311380712289846, + "FN": 358924, + "FP": 53517, + "IoU": 0.19842149043021284, + "TN": 100882072, + "TP": 102095, + "n_pred": 155612, + "n_ref": 461019 + }, + "8": { + "Dice": 0.6125031052386914, + "FN": 131206, + "FP": 26339, + "IoU": 0.4414446674088308, + "TN": 101114550, + "TP": 124513, + "n_pred": 150852, + "n_ref": 255719 + }, + "9": { + "Dice": 0.09049234337238413, + "FN": 82444, + "FP": 1479, + "IoU": 0.047390406138618356, + "TN": 101308510, + "TP": 4175, + "n_pred": 5654, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5790902685890056, + "FN": 115898, + "FP": 31066, + "IoU": 0.4075489496535126, + "TN": 73635443, + "TP": 101097, + "n_pred": 132163, + "n_ref": 216995 + }, + "10": { + "Dice": 0.03571391929741764, + "FN": 72360, + "FP": 115616, + "IoU": 0.018181628250729928, + "TN": 73692047, + "TP": 3481, + "n_pred": 119097, + "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": 23674, + "IoU": 0.0, + "TN": 73798591, + "TP": 0, + "n_pred": 23674, + "n_ref": 61239 + }, + "14": { + "Dice": 0.08011026412759134, + "FN": 96870, + "FP": 1239, + "IoU": 0.041726492220236173, + "TN": 73781123, + "TP": 4272, + "n_pred": 5511, + "n_ref": 101142 + }, + "15": { + "Dice": 0.0, + "FN": 222175, + "FP": 0, + "IoU": 0.0, + "TN": 73661329, + "TP": 0, + "n_pred": 0, + "n_ref": 222175 + }, + "2": { + "Dice": 0.13605628217662705, + "FN": 171150, + "FP": 81576, + "IoU": 0.07299377168721985, + "TN": 73610878, + "TP": 19900, + "n_pred": 101476, + "n_ref": 191050 + }, + "3": { + "Dice": 0.44256304592843054, + "FN": 87009, + "FP": 166219, + "IoU": 0.28416113074204946, + "TN": 73529754, + "TP": 100522, + "n_pred": 266741, + "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": 0.0, + "FN": 15128, + "FP": 229, + "IoU": 0.0, + "TN": 73868147, + "TP": 0, + "n_pred": 229, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6181865443285617, + "FN": 345751, + "FP": 1328753, + "IoU": 0.4473733714137109, + "TN": 70853422, + "TP": 1355578, + "n_pred": 2684331, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.13530276294073162, + "FN": 144152, + "FP": 219448, + "IoU": 0.07256017773379213, + "TN": 73491457, + "TP": 28447, + "n_pred": 247895, + "n_ref": 172599 + }, + "8": { + "Dice": 0.5763844726220295, + "FN": 35036, + "FP": 30244, + "IoU": 0.4048736906400707, + "TN": 73773813, + "TP": 44411, + "n_pred": 74655, + "n_ref": 79447 + }, + "9": { + "Dice": 0.3295678084977465, + "FN": 70328, + "FP": 10445, + "IoU": 0.19729493371494444, + "TN": 73782878, + "TP": 19853, + "n_pred": 30298, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7754104044500053, + "FN": 58746, + "FP": 15747, + "IoU": 0.6332002225625218, + "TN": 69292687, + "TP": 128596, + "n_pred": 144343, + "n_ref": 187342 + }, + "10": { + "Dice": 0.3023314239774897, + "FN": 43405, + "FP": 67675, + "IoU": 0.17808624618936278, + "TN": 69360628, + "TP": 24068, + "n_pred": 91743, + "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": 0.2626775822134936, + "FN": 65513, + "FP": 3566, + "IoU": 0.1511967954389069, + "TN": 69414392, + "TP": 12305, + "n_pred": 15871, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7328435532494403, + "FN": 60361, + "FP": 5749, + "IoU": 0.5783370752117563, + "TN": 69338992, + "TP": 90674, + "n_pred": 96423, + "n_ref": 151035 + }, + "15": { + "Dice": 0.5674819047619047, + "FN": 56755, + "FP": 13, + "IoU": 0.39614292248614497, + "TN": 69401767, + "TP": 37241, + "n_pred": 37254, + "n_ref": 93996 + }, + "2": { + "Dice": 0.4829523710636783, + "FN": 68752, + "FP": 105537, + "IoU": 0.31835017032543694, + "TN": 69240089, + "TP": 81398, + "n_pred": 186935, + "n_ref": 150150 + }, + "3": { + "Dice": 0.40769169158479285, + "FN": 111487, + "FP": 65997, + "IoU": 0.25603816134738394, + "TN": 69257210, + "TP": 61082, + "n_pred": 127079, + "n_ref": 172569 + }, + "4": { + "Dice": 0.0, + "FN": 37119, + "FP": 0, + "IoU": 0.0, + "TN": 69458657, + "TP": 0, + "n_pred": 0, + "n_ref": 37119 + }, + "5": { + "Dice": 0.1731808831268239, + "FN": 17283, + "FP": 0, + "IoU": 0.09479914104645681, + "TN": 69476683, + "TP": 1810, + "n_pred": 1810, + "n_ref": 19093 + }, + "6": { + "Dice": 0.8781226281197909, + "FN": 172986, + "FP": 181405, + "IoU": 0.78272603595534, + "TN": 67864697, + "TP": 1276688, + "n_pred": 1458093, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.4954915485360197, + "FN": 132036, + "FP": 236460, + "IoU": 0.32933782994297944, + "TN": 68946325, + "TP": 180955, + "n_pred": 417415, + "n_ref": 312991 + }, + "8": { + "Dice": 0.5731056713728692, + "FN": 27614, + "FP": 63367, + "IoU": 0.4016454897008918, + "TN": 69343724, + "TP": 61071, + "n_pred": 124438, + "n_ref": 88685 + }, + "9": { + "Dice": 0.05603370230435885, + "FN": 78048, + "FP": 153, + "IoU": 0.02882442065522466, + "TN": 69415254, + "TP": 2321, + "n_pred": 2474, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7019818484904612, + "FN": 84921, + "FP": 14837, + "IoU": 0.540810502283105, + "TN": 50616304, + "TP": 117490, + "n_pred": 132327, + "n_ref": 202411 + }, + "10": { + "Dice": 0.38511978338925185, + "FN": 43126, + "FP": 61336, + "IoU": 0.23848195019536944, + "TN": 50696376, + "TP": 32714, + "n_pred": 94050, + "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": 0.15884697945415516, + "FN": 43083, + "FP": 11777, + "IoU": 0.08627581612258495, + "TN": 50773512, + "TP": 5180, + "n_pred": 16957, + "n_ref": 48263 + }, + "14": { + "Dice": 0.0, + "FN": 50737, + "FP": 9050, + "IoU": 0.0, + "TN": 50773765, + "TP": 0, + "n_pred": 9050, + "n_ref": 50737 + }, + "15": { + "Dice": 0.025960775422287724, + "FN": 34298, + "FP": 70, + "IoU": 0.013151094010222247, + "TN": 50798726, + "TP": 458, + "n_pred": 528, + "n_ref": 34756 + }, + "2": { + "Dice": 0.6924074922894056, + "FN": 33818, + "FP": 124554, + "IoU": 0.5295284947003185, + "TN": 50496928, + "TP": 178252, + "n_pred": 302806, + "n_ref": 212070 + }, + "3": { + "Dice": 0.5215430432700389, + "FN": 120914, + "FP": 29943, + "IoU": 0.3527617364144192, + "TN": 50600474, + "TP": 82221, + "n_pred": 112164, + "n_ref": 203135 + }, + "4": { + "Dice": 0.0, + "FN": 17965, + "FP": 0, + "IoU": 0.0, + "TN": 50815587, + "TP": 0, + "n_pred": 0, + "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": 0.9169792124906929, + "FN": 209872, + "FP": 149832, + "IoU": 0.8466866223311643, + "TN": 48487351, + "TP": 1986497, + "n_pred": 2136329, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.23484045641052245, + "FN": 133297, + "FP": 486193, + "IoU": 0.13304205688567447, + "TN": 50118996, + "TP": 95066, + "n_pred": 581259, + "n_ref": 228363 + }, + "8": { + "Dice": 0.6780051384482204, + "FN": 17554, + "FP": 63533, + "IoU": 0.5128651844019777, + "TN": 50667095, + "TP": 85370, + "n_pred": 148903, + "n_ref": 102924 + }, + "9": { + "Dice": 0.04314927566659668, + "FN": 112549, + "FP": 1388, + "IoU": 0.02205036650472937, + "TN": 50717046, + "TP": 2569, + "n_pred": 3957, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7277404760452648, + "FN": 80697, + "FP": 17513, + "IoU": 0.5720063103030514, + "TN": 76655394, + "TP": 131256, + "n_pred": 148769, + "n_ref": 211953 + }, + "10": { + "Dice": 0.3348407763331449, + "FN": 31196, + "FP": 102944, + "IoU": 0.2010863415186149, + "TN": 76716957, + "TP": 33763, + "n_pred": 136707, + "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": 0.24747776566949062, + "FN": 35743, + "FP": 7071, + "IoU": 0.14121234003289607, + "TN": 76835006, + "TP": 7040, + "n_pred": 14111, + "n_ref": 42783 + }, + "14": { + "Dice": 0.6650204914518922, + "FN": 23336, + "FP": 35269, + "IoU": 0.4981503365359914, + "TN": 76768082, + "TP": 58173, + "n_pred": 93442, + "n_ref": 81509 + }, + "15": { + "Dice": 0.28138189776457717, + "FN": 32815, + "FP": 3961, + "IoU": 0.1637256685464799, + "TN": 76840884, + "TP": 7200, + "n_pred": 11161, + "n_ref": 40015 + }, + "2": { + "Dice": 0.42063831302984966, + "FN": 56661, + "FP": 73459, + "IoU": 0.2663343783125465, + "TN": 76707504, + "TP": 47236, + "n_pred": 120695, + "n_ref": 103897 + }, + "3": { + "Dice": 0.3728109457476609, + "FN": 58282, + "FP": 73370, + "IoU": 0.22911347933013235, + "TN": 76714080, + "TP": 39128, + "n_pred": 112498, + "n_ref": 97410 + }, + "4": { + "Dice": 0.0, + "FN": 24882, + "FP": 0, + "IoU": 0.0, + "TN": 76859978, + "TP": 0, + "n_pred": 0, + "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": 0.822626471149552, + "FN": 59914, + "FP": 401997, + "IoU": 0.6986962514375024, + "TN": 75351819, + "TP": 1071130, + "n_pred": 1473127, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.4095786257372273, + "FN": 60286, + "FP": 230529, + "IoU": 0.2575283710124207, + "TN": 76493175, + "TP": 100870, + "n_pred": 331399, + "n_ref": 161156 + }, + "8": { + "Dice": 0.7655412694763277, + "FN": 12377, + "FP": 27394, + "IoU": 0.6201432664756447, + "TN": 76780160, + "TP": 64929, + "n_pred": 92323, + "n_ref": 77306 + }, + "9": { + "Dice": 0.2012261089073206, + "FN": 81444, + "FP": 511, + "IoU": 0.11186848436246993, + "TN": 76792582, + "TP": 10323, + "n_pred": 10834, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5589646200435093, + "FN": 53786, + "FP": 57919, + "IoU": 0.38789097604278544, + "TN": 130817440, + "TP": 70787, + "n_pred": 128706, + "n_ref": 124573 + }, + "10": { + "Dice": 0.34580073764626007, + "FN": 29295, + "FP": 77662, + "IoU": 0.209044185616565, + "TN": 130864707, + "TP": 28268, + "n_pred": 105930, + "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": 0.08940339545236328, + "FN": 74320, + "FP": 9138, + "IoU": 0.04679344412083833, + "TN": 130912377, + "TP": 4097, + "n_pred": 13235, + "n_ref": 78417 + }, + "14": { + "Dice": 0.0, + "FN": 946125, + "FP": 0, + "IoU": 0.0, + "TN": 130053807, + "TP": 0, + "n_pred": 0, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 0, + "IoU": 0.0, + "TN": 130974622, + "TP": 0, + "n_pred": 0, + "n_ref": 25310 + }, + "2": { + "Dice": 0.4168906842587076, + "FN": 132785, + "FP": 107989, + "IoU": 0.2633366376620039, + "TN": 130673088, + "TP": 86070, + "n_pred": 194059, + "n_ref": 218855 + }, + "3": { + "Dice": 0.4330358787968122, + "FN": 171405, + "FP": 120920, + "IoU": 0.2763534103539698, + "TN": 130595971, + "TP": 111636, + "n_pred": 232556, + "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": 0.0, + "FN": 23719, + "FP": 0, + "IoU": 0.0, + "TN": 130976213, + "TP": 0, + "n_pred": 0, + "n_ref": 23719 + }, + "6": { + "Dice": 0.7246223823158221, + "FN": 146115, + "FP": 862401, + "IoU": 0.5681630069936358, + "TN": 128664523, + "TP": 1326893, + "n_pred": 2189294, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.07685850622138711, + "FN": 168358, + "FP": 689438, + "IoU": 0.039965081336981886, + "TN": 130106427, + "TP": 35709, + "n_pred": 725147, + "n_ref": 204067 + }, + "8": { + "Dice": 0.6600717127560293, + "FN": 58831, + "FP": 10375, + "IoU": 0.4926171938004956, + "TN": 130863534, + "TP": 67192, + "n_pred": 77567, + "n_ref": 126023 + }, + "9": { + "Dice": 0.206224173553719, + "FN": 47637, + "FP": 26127, + "IoU": 0.1149665250881866, + "TN": 130916586, + "TP": 9582, + "n_pred": 35709, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3517574048734641, + "FN": 44692, + "FP": 2209, + "IoU": 0.2134136115117566, + "TN": 74367072, + "TP": 12725, + "n_pred": 14934, + "n_ref": 57417 + }, + "10": { + "Dice": 0.414800819203001, + "FN": 48698, + "FP": 36167, + "IoU": 0.26167110368707697, + "TN": 74311756, + "TP": 30077, + "n_pred": 66244, + "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": 0.07327015912748078, + "FN": 99229, + "FP": 4435, + "IoU": 0.038028247434160466, + "TN": 74318936, + "TP": 4098, + "n_pred": 8533, + "n_ref": 103327 + }, + "14": { + "Dice": 0.6676694619276583, + "FN": 80567, + "FP": 9354, + "IoU": 0.5011289937808254, + "TN": 74246449, + "TP": 90328, + "n_pred": 99682, + "n_ref": 170895 + }, + "15": { + "Dice": 0.34791984236160167, + "FN": 17539, + "FP": 0, + "IoU": 0.21059501305247996, + "TN": 74404480, + "TP": 4679, + "n_pred": 4679, + "n_ref": 22218 + }, + "2": { + "Dice": 0.4681718933704441, + "FN": 60217, + "FP": 72773, + "IoU": 0.3056295228846214, + "TN": 74235172, + "TP": 58536, + "n_pred": 131309, + "n_ref": 118753 + }, + "3": { + "Dice": 0.14083222954260058, + "FN": 114819, + "FP": 84965, + "IoU": 0.07575014572673693, + "TN": 74210540, + "TP": 16374, + "n_pred": 101339, + "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": 0.9024917367870873, + "FN": 23797, + "FP": 162854, + "IoU": 0.8223097420196891, + "TN": 73376269, + "TP": 863778, + "n_pred": 1026632, + "n_ref": 887575 + }, + "7": { + "Dice": 0.49603430413261196, + "FN": 64332, + "FP": 110786, + "IoU": 0.3298175653178925, + "TN": 74165399, + "TP": 86181, + "n_pred": 196967, + "n_ref": 150513 + }, + "8": { + "Dice": 0.7348945564871124, + "FN": 16103, + "FP": 3470, + "IoU": 0.5808958931095028, + "TN": 74379996, + "TP": 27129, + "n_pred": 30599, + "n_ref": 43232 + }, + "9": { + "Dice": 0.48253396922523173, + "FN": 20366, + "FP": 8387, + "IoU": 0.317986669513034, + "TN": 74384539, + "TP": 13406, + "n_pred": 21793, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8843629082039778, + "FN": 22924, + "FP": 7798, + "IoU": 0.7926976565293963, + "TN": 106498489, + "TP": 117477, + "n_pred": 125275, + "n_ref": 140401 + }, + "10": { + "Dice": 0.4517929978853862, + "FN": 48280, + "FP": 75640, + "IoU": 0.29181691935788046, + "TN": 106471705, + "TP": 51063, + "n_pred": 126703, + "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": 0.0006403278478581034, + "FN": 40928, + "FP": 5893, + "IoU": 0.0003202664616961312, + "TN": 106599852, + "TP": 15, + "n_pred": 5908, + "n_ref": 40943 + }, + "14": { + "Dice": 0.675372747085481, + "FN": 31209, + "FP": 6327, + "IoU": 0.5098587135358178, + "TN": 106570106, + "TP": 39046, + "n_pred": 45373, + "n_ref": 70255 + }, + "15": { + "Dice": 0.6404915128820324, + "FN": 12279, + "FP": 3754, + "IoU": 0.4711199076364836, + "TN": 106616373, + "TP": 14282, + "n_pred": 18036, + "n_ref": 26561 + }, + "2": { + "Dice": 0.04933759707629054, + "FN": 181813, + "FP": 5477, + "IoU": 0.02529274004683841, + "TN": 106454538, + "TP": 4860, + "n_pred": 10337, + "n_ref": 186673 + }, + "3": { + "Dice": 0.5596727106627212, + "FN": 9586, + "FP": 212132, + "IoU": 0.38857328803388635, + "TN": 106284064, + "TP": 140906, + "n_pred": 353038, + "n_ref": 150492 + }, + "4": { + "Dice": 0.0, + "FN": 10083, + "FP": 0, + "IoU": 0.0, + "TN": 106636605, + "TP": 0, + "n_pred": 0, + "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": 0.9224241885449168, + "FN": 141629, + "FP": 48600, + "IoU": 0.8560179049484596, + "TN": 105325489, + "TP": 1130970, + "n_pred": 1179570, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.5832129540148603, + "FN": 134369, + "FP": 155020, + "IoU": 0.4116447532941217, + "TN": 106154827, + "TP": 202472, + "n_pred": 357492, + "n_ref": 336841 + }, + "8": { + "Dice": 0.6559964506557968, + "FN": 11888, + "FP": 50141, + "IoU": 0.4880913082230218, + "TN": 106525516, + "TP": 59143, + "n_pred": 109284, + "n_ref": 71031 + }, + "9": { + "Dice": 0.08987857878937229, + "FN": 81072, + "FP": 180, + "IoU": 0.0470538562582098, + "TN": 106561424, + "TP": 4012, + "n_pred": 4192, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8533976602193362, + "FN": 38175, + "FP": 1875, + "IoU": 0.744283899143782, + "TN": 107970309, + "TP": 116569, + "n_pred": 118444, + "n_ref": 154744 + }, + "10": { + "Dice": 0.6646644288714838, + "FN": 13421, + "FP": 54911, + "IoU": 0.4977508599653074, + "TN": 107990876, + "TP": 67720, + "n_pred": 122631, + "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": 0.11930373557598278, + "FN": 71932, + "FP": 9122, + "IoU": 0.06343594009983361, + "TN": 108040384, + "TP": 5490, + "n_pred": 14612, + "n_ref": 77422 + }, + "14": { + "Dice": 0.4948727841289825, + "FN": 15522, + "FP": 34230, + "IoU": 0.3287913333243393, + "TN": 108052805, + "TP": 24371, + "n_pred": 58601, + "n_ref": 39893 + }, + "15": { + "Dice": 0.2704014730909801, + "FN": 22385, + "FP": 3766, + "IoU": 0.15633771010097752, + "TN": 108095931, + "TP": 4846, + "n_pred": 8612, + "n_ref": 27231 + }, + "2": { + "Dice": 0.5729201515976172, + "FN": 75661, + "FP": 95399, + "IoU": 0.40146327638148754, + "TN": 107841131, + "TP": 114737, + "n_pred": 210136, + "n_ref": 190398 + }, + "3": { + "Dice": 0.715366045268836, + "FN": 50443, + "FP": 68758, + "IoU": 0.5568637218674023, + "TN": 107857934, + "TP": 149793, + "n_pred": 218551, + "n_ref": 200236 + }, + "4": { + "Dice": 0.0, + "FN": 33309, + "FP": 0, + "IoU": 0.0, + "TN": 108093619, + "TP": 0, + "n_pred": 0, + "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": 0.907412540961535, + "FN": 107852, + "FP": 172036, + "IoU": 0.8305170752738699, + "TN": 106475505, + "TP": 1371535, + "n_pred": 1543571, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.5121313589188738, + "FN": 90361, + "FP": 225954, + "IoU": 0.34420468634028417, + "TN": 107644590, + "TP": 166023, + "n_pred": 391977, + "n_ref": 256384 + }, + "8": { + "Dice": 0.7112371808858826, + "FN": 10575, + "FP": 15893, + "IoU": 0.5518759311932818, + "TN": 108067864, + "TP": 32596, + "n_pred": 48489, + "n_ref": 43171 + }, + "9": { + "Dice": 0.38346251931508396, + "FN": 46476, + "FP": 2601, + "IoU": 0.23721226627706368, + "TN": 108062589, + "TP": 15262, + "n_pred": 17863, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6413077085079021, + "FN": 52933, + "FP": 27116, + "IoU": 0.4720036409447988, + "TN": 62418551, + "TP": 71560, + "n_pred": 98676, + "n_ref": 124493 + }, + "10": { + "Dice": 0.5096612608937091, + "FN": 14174, + "FP": 72360, + "IoU": 0.3419767919334479, + "TN": 62438654, + "TP": 44972, + "n_pred": 117332, + "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": 0.4791787779579598, + "FN": 26048, + "FP": 7996, + "IoU": 0.3150789658988029, + "TN": 62520455, + "TP": 15661, + "n_pred": 23657, + "n_ref": 41709 + }, + "14": { + "Dice": 0.7903038855011842, + "FN": 119206, + "FP": 5624, + "IoU": 0.6533077820363273, + "TN": 62210100, + "TP": 235230, + "n_pred": 240854, + "n_ref": 354436 + }, + "15": { + "Dice": 0.005372000087349595, + "FN": 91093, + "FP": 1, + "IoU": 0.0026932340705058027, + "TN": 62478820, + "TP": 246, + "n_pred": 247, + "n_ref": 91339 + }, + "2": { + "Dice": 0.5262537588351568, + "FN": 88872, + "FP": 51815, + "IoU": 0.35708573439292224, + "TN": 62351333, + "TP": 78140, + "n_pred": 129955, + "n_ref": 167012 + }, + "3": { + "Dice": 0.5669581999479223, + "FN": 89123, + "FP": 80509, + "IoU": 0.39563270235893927, + "TN": 62289483, + "TP": 111045, + "n_pred": 191554, + "n_ref": 200168 + }, + "4": { + "Dice": 0.0, + "FN": 23480, + "FP": 0, + "IoU": 0.0, + "TN": 62546680, + "TP": 0, + "n_pred": 0, + "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": 0.8957763284389778, + "FN": 76186, + "FP": 245257, + "IoU": 0.8112272463536614, + "TN": 60867356, + "TP": 1381361, + "n_pred": 1626618, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.3656367473510484, + "FN": 78508, + "FP": 299327, + "IoU": 0.223718164709363, + "TN": 62083436, + "TP": 108889, + "n_pred": 408216, + "n_ref": 187397 + }, + "8": { + "Dice": 0.647833397714104, + "FN": 13103, + "FP": 48891, + "IoU": 0.47910767550308786, + "TN": 62451145, + "TP": 57021, + "n_pred": 105912, + "n_ref": 70124 + }, + "9": { + "Dice": 0.38829368846456375, + "FN": 35280, + "FP": 9826, + "IoU": 0.24092087105785737, + "TN": 62510738, + "TP": 14316, + "n_pred": 24142, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6482893592655344, + "FN": 128995, + "FP": 35620, + "IoU": 0.4796066108596141, + "TN": 55064920, + "TP": 151713, + "n_pred": 187333, + "n_ref": 280708 + }, + "10": { + "Dice": 0.6497135933024896, + "FN": 17588, + "FP": 46010, + "IoU": 0.48116724724463406, + "TN": 55258669, + "TP": 58981, + "n_pred": 104991, + "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": 0.2894654401503717, + "FN": 44707, + "FP": 5191, + "IoU": 0.16922513402817088, + "TN": 55321186, + "TP": 10164, + "n_pred": 15355, + "n_ref": 54871 + }, + "14": { + "Dice": 0.7060882283803902, + "FN": 41118, + "FP": 3894, + "IoU": 0.5457004440855874, + "TN": 55282168, + "TP": 54068, + "n_pred": 57962, + "n_ref": 95186 + }, + "15": { + "Dice": 0.38475298808326586, + "FN": 66243, + "FP": 2888, + "IoU": 0.2382007118692629, + "TN": 55290501, + "TP": 21616, + "n_pred": 24504, + "n_ref": 87859 + }, + "2": { + "Dice": 0.5220301940732197, + "FN": 100779, + "FP": 72432, + "IoU": 0.35320761762509334, + "TN": 55113448, + "TP": 94589, + "n_pred": 167021, + "n_ref": 195368 + }, + "3": { + "Dice": 0.519057368822514, + "FN": 86920, + "FP": 92777, + "IoU": 0.350491206002906, + "TN": 55104582, + "TP": 96969, + "n_pred": 189746, + "n_ref": 183889 + }, + "4": { + "Dice": 0.0, + "FN": 7409, + "FP": 0, + "IoU": 0.0, + "TN": 55373839, + "TP": 0, + "n_pred": 0, + "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": 0.886669346589145, + "FN": 142294, + "FP": 204474, + "IoU": 0.7964115097996277, + "TN": 53677969, + "TP": 1356511, + "n_pred": 1560985, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.5782745101272659, + "FN": 34985, + "FP": 169605, + "IoU": 0.4067413254150984, + "TN": 55036390, + "TP": 140268, + "n_pred": 309873, + "n_ref": 175253 + }, + "8": { + "Dice": 0.7921937116010119, + "FN": 8692, + "FP": 11433, + "IoU": 0.6558946738479952, + "TN": 55322763, + "TP": 38360, + "n_pred": 49793, + "n_ref": 47052 + }, + "9": { + "Dice": 0.5591044209727405, + "FN": 28816, + "FP": 6039, + "IoU": 0.3880256342726714, + "TN": 55324293, + "TP": 22100, + "n_pred": 28139, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6969621440641209, + "FN": 111175, + "FP": 43234, + "IoU": 0.5348748241573863, + "TN": 110814642, + "TP": 177564, + "n_pred": 220798, + "n_ref": 288739 + }, + "10": { + "Dice": 0.4222270710597134, + "FN": 38735, + "FP": 80422, + "IoU": 0.26760952942911936, + "TN": 110983919, + "TP": 43539, + "n_pred": 123961, + "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": 0.10823312964058085, + "FN": 58476, + "FP": 9383, + "IoU": 0.05721272073023327, + "TN": 111074638, + "TP": 4118, + "n_pred": 13501, + "n_ref": 62594 + }, + "14": { + "Dice": 0.4272435227251126, + "FN": 29878, + "FP": 253, + "IoU": 0.27165268679445964, + "TN": 111105246, + "TP": 11238, + "n_pred": 11491, + "n_ref": 41116 + }, + "15": { + "Dice": 0.7827202737382378, + "FN": 7064, + "FP": 3096, + "IoU": 0.6430077301475755, + "TN": 111118155, + "TP": 18300, + "n_pred": 21396, + "n_ref": 25364 + }, + "2": { + "Dice": 0.4471690059295136, + "FN": 102984, + "FP": 27823, + "IoU": 0.287970170377225, + "TN": 110962905, + "TP": 52903, + "n_pred": 80726, + "n_ref": 155887 + }, + "3": { + "Dice": 0.6933369575065688, + "FN": 53252, + "FP": 115980, + "IoU": 0.5306164902188656, + "TN": 110786074, + "TP": 191309, + "n_pred": 307289, + "n_ref": 244561 + }, + "4": { + "Dice": 0.0, + "FN": 18838, + "FP": 0, + "IoU": 0.0, + "TN": 111127777, + "TP": 0, + "n_pred": 0, + "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": 0.9257941772529464, + "FN": 117480, + "FP": 120853, + "IoU": 0.8618405873889458, + "TN": 109421557, + "TP": 1486725, + "n_pred": 1607578, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.22167201084261678, + "FN": 311642, + "FP": 159262, + "IoU": 0.12465192708778687, + "TN": 110608653, + "TP": 67058, + "n_pred": 226320, + "n_ref": 378700 + }, + "8": { + "Dice": 0.7490386205204517, + "FN": 10330, + "FP": 36723, + "IoU": 0.5987703799713486, + "TN": 111029343, + "TP": 70219, + "n_pred": 106942, + "n_ref": 80549 + }, + "9": { + "Dice": 0.11767180698716807, + "FN": 52218, + "FP": 2309, + "IoU": 0.06251396936196552, + "TN": 111088452, + "TP": 3636, + "n_pred": 5945, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8521619183535151, + "FN": 23652, + "FP": 38296, + "IoU": 0.7424060344218191, + "TN": 96880538, + "TP": 178539, + "n_pred": 216835, + "n_ref": 202191 + }, + "10": { + "Dice": 0.46178203022823594, + "FN": 27441, + "FP": 82025, + "IoU": 0.3002058481326634, + "TN": 96964599, + "TP": 46960, + "n_pred": 128985, + "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": 0.024295432458697766, + "FN": 50596, + "FP": 11652, + "IoU": 0.012297097884899164, + "TN": 97058002, + "TP": 775, + "n_pred": 12427, + "n_ref": 51371 + }, + "14": { + "Dice": 0.7677488502082513, + "FN": 48422, + "FP": 2935, + "IoU": 0.623045756815079, + "TN": 96984783, + "TP": 84885, + "n_pred": 87820, + "n_ref": 133307 + }, + "15": { + "Dice": 0.35482942277241974, + "FN": 53709, + "FP": 75, + "IoU": 0.21567941202204918, + "TN": 97052451, + "TP": 14790, + "n_pred": 14865, + "n_ref": 68499 + }, + "2": { + "Dice": 0.5492138065308023, + "FN": 89538, + "FP": 38268, + "IoU": 0.37856288473320304, + "TN": 96915363, + "TP": 77856, + "n_pred": 116124, + "n_ref": 167394 + }, + "3": { + "Dice": 0.7444369674624913, + "FN": 23482, + "FP": 111339, + "IoU": 0.5929108680095295, + "TN": 96789842, + "TP": 196362, + "n_pred": 307701, + "n_ref": 219844 + }, + "4": { + "Dice": 0.0, + "FN": 17233, + "FP": 0, + "IoU": 0.0, + "TN": 97103792, + "TP": 0, + "n_pred": 0, + "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": 0.8788870839607764, + "FN": 105218, + "FP": 303354, + "IoU": 0.7839416274551487, + "TN": 95229999, + "TP": 1482454, + "n_pred": 1785808, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.5238062860154006, + "FN": 141875, + "FP": 194293, + "IoU": 0.35483573805603214, + "TN": 96599967, + "TP": 184890, + "n_pred": 379183, + "n_ref": 326765 + }, + "8": { + "Dice": 0.6286735430825355, + "FN": 32210, + "FP": 47998, + "IoU": 0.45844192672815415, + "TN": 96972919, + "TP": 67898, + "n_pred": 115896, + "n_ref": 100108 + }, + "9": { + "Dice": 0.25599228025433807, + "FN": 80589, + "FP": 5765, + "IoU": 0.1467839146329414, + "TN": 97019815, + "TP": 14856, + "n_pred": 20621, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6949568966942559, + "FN": 92054, + "FP": 195, + "IoU": 0.5325164317821326, + "TN": 78859074, + "TP": 105082, + "n_pred": 105277, + "n_ref": 197136 + }, + "10": { + "Dice": 0.5597101417878922, + "FN": 41339, + "FP": 39957, + "IoU": 0.3886093751175086, + "TN": 78923436, + "TP": 51673, + "n_pred": 91630, + "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": 0.3316065770911866, + "FN": 51136, + "FP": 6668, + "IoU": 0.19875802226134207, + "TN": 78984262, + "TP": 14339, + "n_pred": 21007, + "n_ref": 65475 + }, + "14": { + "Dice": 0.4955220205792136, + "FN": 13727, + "FP": 35448, + "IoU": 0.32936475465728393, + "TN": 78983079, + "TP": 24151, + "n_pred": 59599, + "n_ref": 37878 + }, + "15": { + "Dice": 0.09796981312010564, + "FN": 35861, + "FP": 13324, + "IoU": 0.05150802221536563, + "TN": 79004549, + "TP": 2671, + "n_pred": 15995, + "n_ref": 38532 + }, + "2": { + "Dice": 0.36460487260702407, + "FN": 66990, + "FP": 92491, + "IoU": 0.22294604313041444, + "TN": 78851167, + "TP": 45757, + "n_pred": 138248, + "n_ref": 112747 + }, + "3": { + "Dice": 0.08425777657734133, + "FN": 114829, + "FP": 27568, + "IoU": 0.04398179230335419, + "TN": 78907457, + "TP": 6551, + "n_pred": 34119, + "n_ref": 121380 + }, + "4": { + "Dice": 0.0, + "FN": 8482, + "FP": 0, + "IoU": 0.0, + "TN": 79047923, + "TP": 0, + "n_pred": 0, + "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": 0.9070102899348284, + "FN": 56985, + "FP": 201716, + "IoU": 0.8298433933845051, + "TN": 77536035, + "TP": 1261669, + "n_pred": 1463385, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.6935538342112451, + "FN": 119715, + "FP": 193336, + "IoU": 0.5308705803369389, + "TN": 78389103, + "TP": 354251, + "n_pred": 547587, + "n_ref": 473966 + }, + "8": { + "Dice": 0.576036108042032, + "FN": 7023, + "FP": 29047, + "IoU": 0.40452999636807874, + "TN": 78995831, + "TP": 24504, + "n_pred": 53551, + "n_ref": 31527 + }, + "9": { + "Dice": 0.5031775775061221, + "FN": 45915, + "FP": 4196, + "IoU": 0.3361638427808762, + "TN": 78980918, + "TP": 25376, + "n_pred": 29572, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8731653228798522, + "FN": 27495, + "FP": 32330, + "IoU": 0.7748832553781547, + "TN": 122446189, + "TP": 205926, + "n_pred": 238256, + "n_ref": 233421 + }, + "10": { + "Dice": 0.5017867979232689, + "FN": 43418, + "FP": 89584, + "IoU": 0.3349234923492349, + "TN": 122511960, + "TP": 66978, + "n_pred": 156562, + "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": 0.03416130745176706, + "FN": 52642, + "FP": 12838, + "IoU": 0.01737747231309463, + "TN": 122645302, + "TP": 1158, + "n_pred": 13996, + "n_ref": 53800 + }, + "14": { + "Dice": 0.571653044569229, + "FN": 60764, + "FP": 9568, + "IoU": 0.40022001824957576, + "TN": 122594677, + "TP": 46931, + "n_pred": 56499, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8182395445587913, + "FN": 13720, + "FP": 2882, + "IoU": 0.6923903577847362, + "TN": 122657969, + "TP": 37369, + "n_pred": 40251, + "n_ref": 51089 + }, + "2": { + "Dice": 0.4339187723328229, + "FN": 82538, + "FP": 59408, + "IoU": 0.277072967012819, + "TN": 122515591, + "TP": 54403, + "n_pred": 113811, + "n_ref": 136941 + }, + "3": { + "Dice": 0.572490074360043, + "FN": 41483, + "FP": 114435, + "IoU": 0.40104104642452415, + "TN": 122451625, + "TP": 104397, + "n_pred": 218832, + "n_ref": 145880 + }, + "4": { + "Dice": 0.0, + "FN": 65475, + "FP": 0, + "IoU": 0.0, + "TN": 122646465, + "TP": 0, + "n_pred": 0, + "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": 0.8948717192775567, + "FN": 117262, + "FP": 257155, + "IoU": 0.8097446557901514, + "TN": 120743969, + "TP": 1593554, + "n_pred": 1850709, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.43793228242235316, + "FN": 262493, + "FP": 517159, + "IoU": 0.28035422376020297, + "TN": 121628557, + "TP": 303731, + "n_pred": 820890, + "n_ref": 566224 + }, + "8": { + "Dice": 0.6266909301178591, + "FN": 44328, + "FP": 65423, + "IoU": 0.45633640952480026, + "TN": 122510067, + "TP": 92122, + "n_pred": 157545, + "n_ref": 136450 + }, + "9": { + "Dice": 0.22848670973207666, + "FN": 63958, + "FP": 8896, + "IoU": 0.1289782645082614, + "TN": 122628298, + "TP": 10788, + "n_pred": 19684, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/loop_002/summary_cross_val.json b/nnActive_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/loop_002/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..41ebc5bb846a7d98ccf90a6508319ab1ffb6b10d --- /dev/null +++ b/nnActive_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/loop_002/summary_cross_val.json @@ -0,0 +1,13476 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.1613045658540338, + "FN": 2305.4583333333335, + "FP": 1239.7083333333333, + "IoU": 0.11914273580722985, + "TN": 267860.95416666666, + "TP": 2393.8791666666666, + "n_pred": 3633.5875, + "n_ref": 4699.3375 + }, + "mean": { + "1": { + "Dice": 0.18580163043478262, + "FN": 10.9375, + "FP": 408.3125, + "IoU": 0.14783783783783783, + "TN": 273346.5625, + "TP": 34.1875, + "n_pred": 442.5, + "n_ref": 45.125 + }, + "10": { + "Dice": 0.2581985470380593, + "FN": 2824.5, + "FP": 2078.4375, + "IoU": 0.17337536409902812, + "TN": 266752.25, + "TP": 2144.8125, + "n_pred": 4223.25, + "n_ref": 4969.3125 + }, + "11": { + "Dice": 0.0, + "FN": 287.125, + "FP": 0.0, + "IoU": 0.0, + "TN": 273512.875, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 287.125 + }, + "12": { + "Dice": 0.0, + "FN": 4.6875, + "FP": 0.0, + "IoU": 0.0, + "TN": 273795.3125, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4.6875 + }, + "13": { + "Dice": 0.02848004407980807, + "FN": 2493.75, + "FP": 644.6875, + "IoU": 0.014775047397244273, + "TN": 270587.0, + "TP": 74.5625, + "n_pred": 719.25, + "n_ref": 2568.3125 + }, + "14": { + "Dice": 0.3272968641450513, + "FN": 704.3125, + "FP": 1490.75, + "IoU": 0.24329203784057282, + "TN": 270069.3125, + "TP": 1535.625, + "n_pred": 3026.375, + "n_ref": 2239.9375 + }, + "15": { + "Dice": 0.0091375060590122, + "FN": 3026.3125, + "FP": 48.25, + "IoU": 0.004632243762678546, + "TN": 270697.75, + "TP": 27.6875, + "n_pred": 75.9375, + "n_ref": 3054.0 + }, + "2": { + "Dice": 0.13072461717902634, + "FN": 9505.4375, + "FP": 330.3125, + "IoU": 0.07751793227696699, + "TN": 263111.75, + "TP": 852.5, + "n_pred": 1182.8125, + "n_ref": 10357.9375 + }, + "3": { + "Dice": 0.0, + "FN": 0.125, + "FP": 3941.125, + "IoU": 0.0, + "TN": 269858.75, + "TP": 0.0, + "n_pred": 3941.125, + "n_ref": 0.125 + }, + "4": { + "Dice": 0.0, + "FN": 506.0625, + "FP": 0.0, + "IoU": 0.0, + "TN": 273293.9375, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 506.0625 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 235.625, + "IoU": 0.0, + "TN": 273564.375, + "TP": 0.0, + "n_pred": 235.625, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.6198938778295396, + "FN": 11426.0625, + "FP": 1059.4375, + "IoU": 0.5148347029927322, + "TN": 241436.0, + "TP": 19878.5, + "n_pred": 20937.9375, + "n_ref": 31304.5625 + }, + "7": { + "Dice": 0.3056195900246536, + "FN": 2476.4375, + "FP": 7781.5, + "IoU": 0.23595320492968824, + "TN": 252754.0625, + "TP": 10788.0, + "n_pred": 18569.5, + "n_ref": 13264.4375 + }, + "8": { + "Dice": 0.381695286977898, + "FN": 226.75, + "FP": 210.75, + "IoU": 0.26556548554404813, + "TN": 273097.75, + "TP": 264.75, + "n_pred": 475.5, + "n_ref": 491.5 + }, + "9": { + "Dice": 0.1727205240426759, + "FN": 1089.375, + "FP": 366.4375, + "IoU": 0.10935718042765107, + "TN": 272036.625, + "TP": 307.5625, + "n_pred": 674.0, + "n_ref": 1396.9375 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 312, + "IoU": 0.0, + "TN": 350152, + "TP": 0, + "n_pred": 312, + "n_ref": 0 + }, + "10": { + "Dice": 0.3938834911654983, + "FN": 3052, + "FP": 11733, + "IoU": 0.2452396753279902, + "TN": 330875, + "TP": 4804, + "n_pred": 16537, + "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": 0.09321086650143363, + "FN": 11854, + "FP": 6805, + "IoU": 0.04888367825466408, + "TN": 330846, + "TP": 959, + "n_pred": 7764, + "n_ref": 12813 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3879640484564283, + "FN": 7062, + "FP": 769, + "IoU": 0.24066711916997963, + "TN": 340151, + "TP": 2482, + "n_pred": 3251, + "n_ref": 9544 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 106, + "IoU": 0.0, + "TN": 350358, + "TP": 0, + "n_pred": 106, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 6855, + "FP": 0, + "IoU": 0.0, + "TN": 343609, + "TP": 0, + "n_pred": 0, + "n_ref": 6855 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8315686743882004, + "FN": 6556, + "FP": 2591, + "IoU": 0.7116966621489583, + "TN": 318737, + "TP": 22580, + "n_pred": 25171, + "n_ref": 29136 + }, + "7": { + "Dice": 0.4859041120488418, + "FN": 586, + "FP": 2277, + "IoU": 0.3209203036053131, + "TN": 346248, + "TP": 1353, + "n_pred": 3630, + "n_ref": 1939 + }, + "8": { + "Dice": 0.2079207920792079, + "FN": 0, + "FP": 640, + "IoU": 0.11602209944751381, + "TN": 349740, + "TP": 84, + "n_pred": 724, + "n_ref": 84 + }, + "9": { + "Dice": 0.19101586647434576, + "FN": 7646, + "FP": 206, + "IoU": 0.10559289212894407, + "TN": 341685, + "TP": 927, + "n_pred": 1133, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0005.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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6362, + "IoU": 0.0, + "TN": 344102, + "TP": 0, + "n_pred": 6362, + "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": 2331, + "FP": 112, + "IoU": 0.0, + "TN": 348021, + "TP": 0, + "n_pred": 112, + "n_ref": 2331 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3093, + "IoU": 0.0, + "TN": 347371, + "TP": 0, + "n_pred": 3093, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1242, + "FP": 0, + "IoU": 0.0, + "TN": 349222, + "TP": 0, + "n_pred": 0, + "n_ref": 1242 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.742903702787594, + "FN": 138119, + "FP": 3240, + "IoU": 0.5909680144909923, + "TN": 4870, + "TP": 204235, + "n_pred": 207475, + "n_ref": 342354 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 87671, + "IoU": 0.0, + "TN": 262793, + "TP": 0, + "n_pred": 87671, + "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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.0, + "FN": 0, + "FP": 3583, + "IoU": 0.0, + "TN": 346881, + "TP": 0, + "n_pred": 3583, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 47, + "IoU": 0.0, + "TN": 350417, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "14": { + "Dice": 0.6472531176272329, + "FN": 4935, + "FP": 298, + "IoU": 0.4784731911500897, + "TN": 340430, + "TP": 4801, + "n_pred": 5099, + "n_ref": 9736 + }, + "15": { + "Dice": 0.0274125181770366, + "FN": 30700, + "FP": 735, + "IoU": 0.013896731288035636, + "TN": 318586, + "TP": 443, + "n_pred": 1178, + "n_ref": 31143 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2339, + "IoU": 0.0, + "TN": 348125, + "TP": 0, + "n_pred": 2339, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6580, + "IoU": 0.0, + "TN": 343884, + "TP": 0, + "n_pred": 6580, + "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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7432065217391305, + "FN": 175, + "FP": 203, + "IoU": 0.5913513513513513, + "TN": 349539, + "TP": 547, + "n_pred": 750, + "n_ref": 722 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 350398, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6619343389529725, + "FN": 6334, + "FP": 13859, + "IoU": 0.4946949602122016, + "TN": 310502, + "TP": 19769, + "n_pred": 33628, + "n_ref": 26103 + }, + "15": { + "Dice": 0.0, + "FN": 17721, + "FP": 4, + "IoU": 0.0, + "TN": 332739, + "TP": 0, + "n_pred": 4, + "n_ref": 17721 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 350457, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1344, + "IoU": 0.0, + "TN": 349120, + "TP": 0, + "n_pred": 1344, + "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": 168, + "FP": 5885, + "IoU": 0.0, + "TN": 344411, + "TP": 0, + "n_pred": 5885, + "n_ref": 168 + }, + "7": { + "Dice": 0.9476805658519986, + "FN": 17011, + "FP": 209, + "IoU": 0.9005635884880122, + "TN": 177288, + "TP": 155956, + "n_pred": 156165, + "n_ref": 172967 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.34252849812308434, + "FN": 18581, + "FP": 510, + "IoU": 0.20665724734042554, + "TN": 151168, + "TP": 4973, + "n_pred": 5483, + "n_ref": 23554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.037812789620018536, + "FN": 7818, + "FP": 2564, + "IoU": 0.019270734932930286, + "TN": 164646, + "TP": 204, + "n_pred": 2768, + "n_ref": 8022 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8877426123448156, + "FN": 13120, + "FP": 3572, + "IoU": 0.7981449457632448, + "TN": 92539, + "TP": 66001, + "n_pred": 69573, + "n_ref": 79121 + }, + "7": { + "Dice": 0.30914722551733226, + "FN": 2717, + "FP": 18249, + "IoU": 0.1828350937366021, + "TN": 149575, + "TP": 4691, + "n_pred": 22940, + "n_ref": 7408 + }, + "8": { + "Dice": 0.10481152313821636, + "FN": 2877, + "FP": 44, + "IoU": 0.05530401034928849, + "TN": 172140, + "TP": 171, + "n_pred": 215, + "n_ref": 3048 + }, + "9": { + "Dice": 0.4962921418333645, + "FN": 3713, + "FP": 4370, + "IoU": 0.3300455864069623, + "TN": 163167, + "TP": 3982, + "n_pred": 8352, + "n_ref": 7695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.6892514634450119, + "FN": 5164, + "FP": 9806, + "IoU": 0.5258456860509312, + "TN": 143660, + "TP": 16602, + "n_pred": 26408, + "n_ref": 21766 + }, + "11": { + "Dice": 0.0, + "FN": 146, + "FP": 0, + "IoU": 0.0, + "TN": 175086, + "TP": 0, + "n_pred": 0, + "n_ref": 146 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 15869, + "FP": 44, + "IoU": 0.0, + "TN": 159319, + "TP": 0, + "n_pred": 44, + "n_ref": 15869 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.34674922600619196, + "FN": 211, + "FP": 0, + "IoU": 0.20973782771535582, + "TN": 174965, + "TP": 56, + "n_pred": 56, + "n_ref": 267 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 169, + "IoU": 0.0, + "TN": 175063, + "TP": 0, + "n_pred": 169, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7210910862152947, + "FN": 199, + "FP": 2664, + "IoU": 0.5638330286410725, + "TN": 168668, + "TP": 3701, + "n_pred": 6365, + "n_ref": 3900 + }, + "9": { + "Dice": 0.0035740878629932984, + "FN": 6071, + "FP": 620, + "IoU": 0.0017902431746978965, + "TN": 168529, + "TP": 12, + "n_pred": 632, + "n_ref": 6083 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6015, + "IoU": 0.0, + "TN": 169217, + "TP": 0, + "n_pred": 6015, + "n_ref": 0 + }, + "10": { + "Dice": 0.3817263765328204, + "FN": 18395, + "FP": 7319, + "IoU": 0.23588493997385, + "TN": 141580, + "TP": 7938, + "n_pred": 15257, + "n_ref": 26333 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.011376564277588168, + "FN": 4359, + "FP": 855, + "IoU": 0.005720823798627002, + "TN": 169988, + "TP": 30, + "n_pred": 885, + "n_ref": 4389 + }, + "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": 33, + "IoU": 0.0, + "TN": 175199, + "TP": 0, + "n_pred": 33, + "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": 0.0, + "FN": 0, + "FP": 1545, + "IoU": 0.0, + "TN": 173687, + "TP": 0, + "n_pred": 1545, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.41639627303307236, + "FN": 18947, + "FP": 658, + "IoU": 0.26294221587277716, + "TN": 148633, + "TP": 6994, + "n_pred": 7652, + "n_ref": 25941 + }, + "7": { + "Dice": 0.39660522675440235, + "FN": 19309, + "FP": 12969, + "IoU": 0.24735344867789022, + "TN": 132346, + "TP": 10608, + "n_pred": 23577, + "n_ref": 29917 + }, + "8": { + "Dice": 0.49295774647887325, + "FN": 552, + "FP": 24, + "IoU": 0.32710280373831774, + "TN": 174376, + "TP": 280, + "n_pred": 304, + "n_ref": 832 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.0, + "FN": 2024, + "FP": 0, + "IoU": 0.0, + "TN": 173208, + "TP": 0, + "n_pred": 0, + "n_ref": 2024 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.1966915374042804, + "FN": 32626, + "FP": 104, + "IoU": 0.10907259710918148, + "TN": 138495, + "TP": 4007, + "n_pred": 4111, + "n_ref": 36633 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3715, + "IoU": 0.0, + "TN": 171517, + "TP": 0, + "n_pred": 3715, + "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": 3770, + "IoU": 0.0, + "TN": 171462, + "TP": 0, + "n_pred": 3770, + "n_ref": 0 + }, + "6": { + "Dice": 0.8407520044235555, + "FN": 5907, + "FP": 1005, + "IoU": 0.7252563796804198, + "TN": 150074, + "TP": 18246, + "n_pred": 19251, + "n_ref": 24153 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 175166, + "TP": 0, + "n_pred": 66, + "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": 667, + "IoU": 0.0, + "TN": 174565, + "TP": 0, + "n_pred": 667, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.0, + "FN": 0, + "FP": 238, + "IoU": 0.0, + "TN": 174994, + "TP": 0, + "n_pred": 238, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3333, + "IoU": 0.0, + "TN": 171899, + "TP": 0, + "n_pred": 3333, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.11439212556530992, + "FN": 109857, + "FP": 0, + "IoU": 0.06066591422121896, + "TN": 58280, + "TP": 7095, + "n_pred": 7095, + "n_ref": 116952 + }, + "3": { + "Dice": 0.0, + "FN": 2, + "FP": 46506, + "IoU": 0.0, + "TN": 128724, + "TP": 0, + "n_pred": 46506, + "n_ref": 2 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3063, + "IoU": 0.0, + "TN": 172169, + "TP": 0, + "n_pred": 3063, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0379.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": NaN, + "FN": 2637.2791666666667, + "FP": 1914.4791666666667, + "IoU": NaN, + "TN": 256564.7625, + "TP": 1731.4791666666667, + "n_pred": 3645.9583333333335, + "n_ref": 4368.758333333333 + }, + "mean": { + "1": { + "Dice": 0.5933537557760193, + "FN": 269.1875, + "FP": 793.6875, + "IoU": 0.502653259448392, + "TN": 260721.6875, + "TP": 1063.4375, + "n_pred": 1857.125, + "n_ref": 1332.625 + }, + "10": { + "Dice": 0.3574710339090541, + "FN": 1266.0625, + "FP": 1906.5625, + "IoU": 0.2447858442614257, + "TN": 257689.9375, + "TP": 1985.4375, + "n_pred": 3892.0, + "n_ref": 3251.5 + }, + "11": { + "Dice": 0.0, + "FN": 220.875, + "FP": 0.0, + "IoU": 0.0, + "TN": 262627.125, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 220.875 + }, + "12": { + "Dice": 0.0, + "FN": 246.375, + "FP": 0.0, + "IoU": 0.0, + "TN": 262601.625, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 246.375 + }, + "13": { + "Dice": 0.09000536586743484, + "FN": 1168.3125, + "FP": 524.5625, + "IoU": 0.05488203891854658, + "TN": 260756.75, + "TP": 398.375, + "n_pred": 922.9375, + "n_ref": 1566.6875 + }, + "14": { + "Dice": 0.004009644460429738, + "FN": 17076.6875, + "FP": 322.0, + "IoU": 0.002016953127617516, + "TN": 245411.6875, + "TP": 37.625, + "n_pred": 359.625, + "n_ref": 17114.3125 + }, + "15": { + "Dice": 0.00205761316872428, + "FN": 157.1875, + "FP": 9.5, + "IoU": 0.0010309278350515464, + "TN": 262681.0, + "TP": 0.3125, + "n_pred": 9.8125, + "n_ref": 157.5 + }, + "2": { + "Dice": 0.22228066700486757, + "FN": 2171.5, + "FP": 3665.8125, + "IoU": 0.14944134987261123, + "TN": 256029.125, + "TP": 981.5625, + "n_pred": 4647.375, + "n_ref": 3153.0625 + }, + "3": { + "Dice": 0.3057900452100474, + "FN": 3973.75, + "FP": 1332.125, + "IoU": 0.22074217468463964, + "TN": 254193.875, + "TP": 3348.25, + "n_pred": 4680.375, + "n_ref": 7322.0 + }, + "4": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 262848.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.0, + "FN": 5.125, + "FP": 0.0, + "IoU": 0.0, + "TN": 262842.875, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 5.125 + }, + "6": { + "Dice": 0.30298914849610176, + "FN": 1751.8125, + "FP": 16715.5625, + "IoU": 0.26333164502115974, + "TN": 235277.9375, + "TP": 9102.6875, + "n_pred": 25818.25, + "n_ref": 10854.5 + }, + "7": { + "Dice": 0.18839712212154056, + "FN": 10227.5625, + "FP": 3254.5, + "IoU": 0.13614994751974344, + "TN": 241586.375, + "TP": 7779.5625, + "n_pred": 11034.0625, + "n_ref": 18007.125 + }, + "8": { + "Dice": 0.7072287471222679, + "FN": 236.625, + "FP": 172.5, + "IoU": 0.5736442198232359, + "TN": 261436.375, + "TP": 1002.5, + "n_pred": 1175.0, + "n_ref": 1239.125 + }, + "9": { + "Dice": 0.15443481957804114, + "FN": 788.125, + "FP": 20.375, + "IoU": 0.10049799419006777, + "TN": 261767.0625, + "TP": 272.4375, + "n_pred": 292.8125, + "n_ref": 1060.5625 + } + }, + "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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1745, + "IoU": 0.0, + "TN": 173487, + "TP": 0, + "n_pred": 1745, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1090, + "IoU": 0.0, + "TN": 174142, + "TP": 0, + "n_pred": 1090, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 3534, + "FP": 0, + "IoU": 0.0, + "TN": 171698, + "TP": 0, + "n_pred": 0, + "n_ref": 3534 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 936, + "FP": 0, + "IoU": 0.0, + "TN": 174296, + "TP": 0, + "n_pred": 0, + "n_ref": 936 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.215937220203297, + "FN": 14886, + "FP": 1, + "IoU": 0.12103678337367893, + "TN": 158295, + "TP": 2050, + "n_pred": 2051, + "n_ref": 16936 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7664, + "IoU": 0.0, + "TN": 167568, + "TP": 0, + "n_pred": 7664, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.943374576887036, + "FN": 3605, + "FP": 2317, + "IoU": 0.8928183595163975, + "TN": 119980, + "TP": 49330, + "n_pred": 51647, + "n_ref": 52935 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 175166, + "TP": 0, + "n_pred": 66, + "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": 2810, + "FP": 0, + "IoU": 0.0, + "TN": 172422, + "TP": 0, + "n_pred": 0, + "n_ref": 2810 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6242045486973147, + "FN": 2220, + "FP": 10949, + "IoU": 0.4537044719157056, + "TN": 326358, + "TP": 10937, + "n_pred": 21886, + "n_ref": 13157 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 58015, + "IoU": 0.0, + "TN": 292449, + "TP": 0, + "n_pred": 58015, + "n_ref": 0 + }, + "7": { + "Dice": 0.786890504276143, + "FN": 53109, + "FP": 42, + "IoU": 0.6486557949219653, + "TN": 199185, + "TP": 98128, + "n_pred": 98170, + "n_ref": 151237 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5008015656555141, + "FN": 3441, + "FP": 20536, + "IoU": 0.33404621708699034, + "TN": 314460, + "TP": 12027, + "n_pred": 32563, + "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": 0.0, + "FN": 3313, + "FP": 151, + "IoU": 0.0, + "TN": 347000, + "TP": 0, + "n_pred": 151, + "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": 0.602296087795313, + "FN": 398, + "FP": 12177, + "IoU": 0.4309182241933294, + "TN": 328367, + "TP": 9522, + "n_pred": 21699, + "n_ref": 9920 + }, + "7": { + "Dice": 0.32220361173484685, + "FN": 92636, + "FP": 33, + "IoU": 0.19203975761803044, + "TN": 235769, + "TP": 22026, + "n_pred": 22059, + "n_ref": 114662 + }, + "8": { + "Dice": 0.6158730158730159, + "FN": 0, + "FP": 121, + "IoU": 0.44495412844036697, + "TN": 350246, + "TP": 97, + "n_pred": 218, + "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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 175221, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 27, + "IoU": 0.0, + "TN": 175205, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 43790, + "IoU": 0.0, + "TN": 131442, + "TP": 0, + "n_pred": 43790, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8441772360401911, + "FN": 1892, + "FP": 0, + "IoU": 0.7303691036055294, + "TN": 168215, + "TP": 5125, + "n_pred": 5125, + "n_ref": 7017 + }, + "10": { + "Dice": 0.5325842696629214, + "FN": 1513, + "FP": 1815, + "IoU": 0.36294027565084225, + "TN": 170008, + "TP": 1896, + "n_pred": 3711, + "n_ref": 3409 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3942, + "FP": 0, + "IoU": 0.0, + "TN": 171290, + "TP": 0, + "n_pred": 0, + "n_ref": 3942 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 175207, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 15218, + "IoU": 0.0, + "TN": 160014, + "TP": 0, + "n_pred": 15218, + "n_ref": 0 + }, + "3": { + "Dice": 0.6481117740799763, + "FN": 18090, + "FP": 900, + "IoU": 0.47941224847853503, + "TN": 138754, + "TP": 17488, + "n_pred": 18388, + "n_ref": 35578 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 175150, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 392, + "IoU": 0.0, + "TN": 174840, + "TP": 0, + "n_pred": 392, + "n_ref": 0 + }, + "7": { + "Dice": 0.3980828609613346, + "FN": 11946, + "FP": 1115, + "IoU": 0.24850402761795168, + "TN": 157852, + "TP": 4319, + "n_pred": 5434, + "n_ref": 16265 + }, + "8": { + "Dice": 0.9332656686120274, + "FN": 1324, + "FP": 517, + "IoU": 0.8748810656517603, + "TN": 160518, + "TP": 12873, + "n_pred": 13390, + "n_ref": 14197 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.012028933381289214, + "FN": 98256, + "FP": 632, + "IoU": 0.006050859382852548, + "TN": 601438, + "TP": 602, + "n_pred": 1234, + "n_ref": 98858 + }, + "15": { + "Dice": 0.00411522633744856, + "FN": 2268, + "FP": 152, + "IoU": 0.002061855670103093, + "TN": 698503, + "TP": 5, + "n_pred": 157, + "n_ref": 2273 + }, + "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": 40614, + "IoU": 0.0, + "TN": 660314, + "TP": 0, + "n_pred": 40614, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3596, + "IoU": 0.0, + "TN": 697332, + "TP": 0, + "n_pred": 3596, + "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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.6320181147146398, + "FN": 13575, + "FP": 7064, + "IoU": 0.4620076636342309, + "TN": 136869, + "TP": 17724, + "n_pred": 24788, + "n_ref": 31299 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.36002146346973934, + "FN": 14444, + "FP": 8217, + "IoU": 0.21952815567418632, + "TN": 146197, + "TP": 6374, + "n_pred": 14591, + "n_ref": 20818 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.556923370550625, + "FN": 7612, + "FP": 1674, + "IoU": 0.3859277873297183, + "TN": 160110, + "TP": 5836, + "n_pred": 7510, + "n_ref": 13448 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4909, + "IoU": 0.0, + "TN": 170323, + "TP": 0, + "n_pred": 4909, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 5950, + "FP": 0, + "IoU": 0.0, + "TN": 169282, + "TP": 0, + "n_pred": 0, + "n_ref": 5950 + }, + "8": { + "Dice": 0.5725475568817605, + "FN": 2462, + "FP": 2122, + "IoU": 0.40109746537758034, + "TN": 167578, + "TP": 3070, + "n_pred": 5192, + "n_ref": 5532 + }, + "9": { + "Dice": 0.4633044587341234, + "FN": 9800, + "FP": 299, + "IoU": 0.3014939825702033, + "TN": 160774, + "TP": 4359, + "n_pred": 4658, + "n_ref": 14159 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.0, + "FN": 174971, + "FP": 0, + "IoU": 0.0, + "TN": 261, + "TP": 0, + "n_pred": 0, + "n_ref": 174971 + }, + "15": { + "Dice": 0.0, + "FN": 247, + "FP": 0, + "IoU": 0.0, + "TN": 174985, + "TP": 0, + "n_pred": 0, + "n_ref": 247 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 110105, + "IoU": 0.0, + "TN": 65127, + "TP": 0, + "n_pred": 110105, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 47089, + "IoU": 0.0, + "TN": 128143, + "TP": 0, + "n_pred": 47089, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5608234112752833, + "FN": 12246, + "FP": 0, + "IoU": 0.3896835285322701, + "TN": 155167, + "TP": 7819, + "n_pred": 7819, + "n_ref": 20065 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8782425232864652, + "FN": 24026, + "FP": 39, + "IoU": 0.7829165764595512, + "TN": 64376, + "TP": 86791, + "n_pred": 86830, + "n_ref": 110817 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9050332383665717, + "FN": 195, + "FP": 5, + "IoU": 0.826539462272333, + "TN": 174079, + "TP": 953, + "n_pred": 958, + "n_ref": 1148 + }, + "10": { + "Dice": 0.12195121951219512, + "FN": 1728, + "FP": 0, + "IoU": 0.06493506493506493, + "TN": 173384, + "TP": 120, + "n_pred": 120, + "n_ref": 1848 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4520, + "IoU": 0.0, + "TN": 170712, + "TP": 0, + "n_pred": 4520, + "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": 41749, + "IoU": 0.0, + "TN": 133483, + "TP": 0, + "n_pred": 41749, + "n_ref": 0 + }, + "3": { + "Dice": 0.5750484067602132, + "FN": 45490, + "FP": 7841, + "IoU": 0.4035564502600235, + "TN": 85817, + "TP": 36084, + "n_pred": 43925, + "n_ref": 81574 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 131, + "IoU": 0.0, + "TN": 175101, + "TP": 0, + "n_pred": 131, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": NaN, + "FN": 1930.65, + "FP": 1440.9166666666667, + "IoU": NaN, + "TN": 299509.06666666665, + "TP": 3775.366666666667, + "n_pred": 5216.283333333334, + "n_ref": 5706.016666666666 + }, + "mean": { + "1": { + "Dice": 0.21869673217734323, + "FN": 476.8125, + "FP": 1165.125, + "IoU": 0.19328982289952554, + "TN": 301991.3125, + "TP": 3022.75, + "n_pred": 4187.875, + "n_ref": 3499.5625 + }, + "10": { + "Dice": 0.0591492005806364, + "FN": 667.125, + "FP": 372.5625, + "IoU": 0.03304302707982023, + "TN": 305552.6875, + "TP": 63.625, + "n_pred": 436.1875, + "n_ref": 730.75 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 306656.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 98.8125, + "FP": 0.0, + "IoU": 0.0, + "TN": 306557.1875, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 98.8125 + }, + "13": { + "Dice": 0.0047886465543511385, + "FN": 436.8125, + "FP": 79.6875, + "IoU": 0.002411646058054898, + "TN": 306136.0625, + "TP": 3.4375, + "n_pred": 83.125, + "n_ref": 440.25 + }, + "14": { + "Dice": 0.0, + "FN": 0.0, + "FP": 126.4375, + "IoU": 0.0, + "TN": 306529.5625, + "TP": 0.0, + "n_pred": 126.4375, + "n_ref": 0.0 + }, + "15": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 306656.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.09935543278084714, + "FN": 138.8125, + "FP": 1312.0, + "IoU": 0.0824419315403423, + "TN": 304935.4375, + "TP": 269.75, + "n_pred": 1581.75, + "n_ref": 408.5625 + }, + "3": { + "Dice": 0.14774899973191813, + "FN": 4063.1875, + "FP": 1030.9375, + "IoU": 0.12558414448007924, + "TN": 297872.4375, + "TP": 3689.4375, + "n_pred": 4720.375, + "n_ref": 7752.625 + }, + "4": { + "Dice": 0.0, + "FN": 801.875, + "FP": 0.0, + "IoU": 0.0, + "TN": 305854.125, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 801.875 + }, + "5": { + "Dice": 0.0, + "FN": 2926.875, + "FP": 0.0, + "IoU": 0.0, + "TN": 303729.125, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 2926.875 + }, + "6": { + "Dice": 0.4387879187952814, + "FN": 9469.0, + "FP": 11530.75, + "IoU": 0.3852914267584506, + "TN": 241760.875, + "TP": 43895.375, + "n_pred": 55426.125, + "n_ref": 53364.375 + }, + "7": { + "Dice": 0.11276535826193035, + "FN": 5803.5, + "FP": 5323.125, + "IoU": 0.07215593570283335, + "TN": 291230.3125, + "TP": 4299.0625, + "n_pred": 9622.1875, + "n_ref": 10102.5625 + }, + "8": { + "Dice": 0.43559536953055505, + "FN": 3539.0, + "FP": 17.375, + "IoU": 0.3396899777217774, + "TN": 301712.5625, + "TP": 1387.0625, + "n_pred": 1404.4375, + "n_ref": 4926.0625 + }, + "9": { + "Dice": 0.0, + "FN": 537.9375, + "FP": 655.75, + "IoU": 0.0, + "TN": 305462.3125, + "TP": 0.0, + "n_pred": 655.75, + "n_ref": 537.9375 + } + }, + "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": 0.0, + "FN": 1379, + "FP": 0, + "IoU": 0.0, + "TN": 173853, + "TP": 0, + "n_pred": 0, + "n_ref": 1379 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9339718309859155, + "FN": 5065, + "FP": 7827, + "IoU": 0.8761230313920304, + "TN": 71161, + "TP": 91179, + "n_pred": 99006, + "n_ref": 96244 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 863, + "IoU": 0.0, + "TN": 174369, + "TP": 0, + "n_pred": 863, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1712, + "IoU": 0.0, + "TN": 874448, + "TP": 0, + "n_pred": 1712, + "n_ref": 0 + }, + "10": { + "Dice": 0.054220579174368455, + "FN": 6255, + "FP": 1420, + "IoU": 0.02786573780873971, + "TN": 868265, + "TP": 220, + "n_pred": 1640, + "n_ref": 6475 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 122, + "FP": 0, + "IoU": 0.0, + "TN": 876038, + "TP": 0, + "n_pred": 0, + "n_ref": 122 + }, + "13": { + "Dice": 0.014365939663053415, + "FN": 6989, + "FP": 558, + "IoU": 0.007234938174164694, + "TN": 868558, + "TP": 55, + "n_pred": 613, + "n_ref": 7044 + }, + "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": 1643, + "IoU": 0.0, + "TN": 874517, + "TP": 0, + "n_pred": 1643, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11796, + "IoU": 0.0, + "TN": 864364, + "TP": 0, + "n_pred": 11796, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 11451, + "FP": 0, + "IoU": 0.0, + "TN": 864709, + "TP": 0, + "n_pred": 0, + "n_ref": 11451 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.18486967957914874, + "FN": 2435, + "FP": 52107, + "IoU": 0.10184925980206498, + "TN": 815433, + "TP": 6185, + "n_pred": 58292, + "n_ref": 8620 + }, + "7": { + "Dice": 0.5435381355932203, + "FN": 62976, + "FP": 40440, + "IoU": 0.3731907775110917, + "TN": 711172, + "TP": 61572, + "n_pred": 102012, + "n_ref": 124548 + }, + "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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.0, + "FN": 0, + "FP": 2023, + "IoU": 0.0, + "TN": 173209, + "TP": 0, + "n_pred": 2023, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9877081280111907, + "FN": 4251, + "FP": 2, + "IoU": 0.9757147669976646, + "TN": 105, + "TP": 170874, + "n_pred": 170876, + "n_ref": 175125 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1114, + "IoU": 0.0, + "TN": 174118, + "TP": 0, + "n_pred": 1114, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1020, + "IoU": 0.0, + "TN": 524676, + "TP": 0, + "n_pred": 1020, + "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": 1267, + "IoU": 0.0, + "TN": 524429, + "TP": 0, + "n_pred": 1267, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3407, + "IoU": 0.0, + "TN": 522289, + "TP": 0, + "n_pred": 3407, + "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": 0.833631939244839, + "FN": 90001, + "FP": 9543, + "IoU": 0.7147245944861581, + "TN": 176756, + "TP": 249396, + "n_pred": 258939, + "n_ref": 339397 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5996, + "IoU": 0.0, + "TN": 519700, + "TP": 0, + "n_pred": 5996, + "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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.0, + "FN": 7659, + "FP": 0, + "IoU": 0.0, + "TN": 167573, + "TP": 0, + "n_pred": 0, + "n_ref": 7659 + }, + "6": { + "Dice": 0.0, + "FN": 37, + "FP": 31324, + "IoU": 0.0, + "TN": 143871, + "TP": 0, + "n_pred": 31324, + "n_ref": 37 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10827, + "IoU": 0.0, + "TN": 164405, + "TP": 0, + "n_pred": 10827, + "n_ref": 0 + }, + "8": { + "Dice": 0.22775141765999304, + "FN": 19952, + "FP": 67, + "IoU": 0.1285098602585869, + "TN": 152261, + "TP": 2952, + "n_pred": 3019, + "n_ref": 22904 + }, + "9": { + "Dice": 0.0, + "FN": 3055, + "FP": 9278, + "IoU": 0.0, + "TN": 162899, + "TP": 0, + "n_pred": 9278, + "n_ref": 3055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8080914687774846, + "FN": 1081, + "FP": 10, + "IoU": 0.6779811097992916, + "TN": 171844, + "TP": 2297, + "n_pred": 2307, + "n_ref": 3378 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 12485, + "IoU": 0.0, + "TN": 162747, + "TP": 0, + "n_pred": 12485, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 51117, + "FP": 0, + "IoU": 0.0, + "TN": 124115, + "TP": 0, + "n_pred": 0, + "n_ref": 51117 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9246420269875929, + "FN": 6111, + "FP": 1378, + "IoU": 0.8598457910693565, + "TN": 121798, + "TP": 45945, + "n_pred": 47323, + "n_ref": 52056 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 33, + "FP": 0, + "IoU": 0.0, + "TN": 175199, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "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": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 175151, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + }, + "3": { + "Dice": 0.14466546112115733, + "FN": 473, + "FP": 0, + "IoU": 0.07797270955165692, + "TN": 174719, + "TP": 40, + "n_pred": 40, + "n_ref": 513 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 23917, + "IoU": 0.0, + "TN": 151315, + "TP": 0, + "n_pred": 23917, + "n_ref": 0 + }, + "7": { + "Dice": 0.34696464136985594, + "FN": 24569, + "FP": 678, + "IoU": 0.20989547474494585, + "TN": 143278, + "TP": 6707, + "n_pred": 7385, + "n_ref": 31276 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 321, + "IoU": 0.0, + "TN": 350143, + "TP": 0, + "n_pred": 321, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 451, + "IoU": 0.0, + "TN": 350013, + "TP": 0, + "n_pred": 451, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 715, + "IoU": 0.0, + "TN": 349749, + "TP": 0, + "n_pred": 715, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 214, + "IoU": 0.0, + "TN": 350250, + "TP": 0, + "n_pred": 214, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 350400, + "TP": 0, + "n_pred": 64, + "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": 36247, + "FP": 0, + "IoU": 0.0, + "TN": 314217, + "TP": 0, + "n_pred": 0, + "n_ref": 36247 + }, + "6": { + "Dice": 0.5899947829111356, + "FN": 15993, + "FP": 54737, + "IoU": 0.41843446801512907, + "TN": 228844, + "TP": 50890, + "n_pred": 105627, + "n_ref": 66883 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 20027, + "IoU": 0.0, + "TN": 330436, + "TP": 0, + "n_pred": 20027, + "n_ref": 1 + }, + "8": { + "Dice": 0.8741394835448921, + "FN": 4333, + "FP": 0, + "IoU": 0.7764189886480908, + "TN": 331084, + "TP": 15047, + "n_pred": 15047, + "n_ref": 19380 + }, + "9": { + "Dice": 0.0, + "FN": 5552, + "FP": 1214, + "IoU": 0.0, + "TN": 343698, + "TP": 0, + "n_pred": 1214, + "n_ref": 5552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 2317, + "IoU": 0.0, + "TN": 172915, + "TP": 0, + "n_pred": 2317, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8285818363082115, + "FN": 17143, + "FP": 739, + "IoU": 0.7073322422258592, + "TN": 114132, + "TP": 43218, + "n_pred": 43957, + "n_ref": 60361 + }, + "7": { + "Dice": 0.12438544739429695, + "FN": 5310, + "FP": 1814, + "IoU": 0.06631716906946265, + "TN": 167602, + "TP": 506, + "n_pred": 2320, + "n_ref": 5816 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0307.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": 0.0, + "FN": 0, + "FP": 3496, + "IoU": 0.0, + "TN": 171736, + "TP": 0, + "n_pred": 3496, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2924, + "FP": 0, + "IoU": 0.0, + "TN": 172308, + "TP": 0, + "n_pred": 0, + "n_ref": 2924 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1971, + "IoU": 0.0, + "TN": 173261, + "TP": 0, + "n_pred": 1971, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3411, + "IoU": 0.0, + "TN": 171821, + "TP": 0, + "n_pred": 3411, + "n_ref": 0 + }, + "8": { + "Dice": 0.20489520738678002, + "FN": 32339, + "FP": 211, + "IoU": 0.11414108425865448, + "TN": 138488, + "TP": 4194, + "n_pred": 4405, + "n_ref": 36533 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0168403616536683, + "FN": 57, + "FP": 14188, + "IoU": 0.008491682327556205, + "TN": 511329, + "TP": 122, + "n_pred": 14310, + "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": 0.7948434622467772, + "FN": 2221, + "FP": 7, + "IoU": 0.6595354523227384, + "TN": 519152, + "TP": 4316, + "n_pred": 4323, + "n_ref": 6537 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 525692, + "TP": 0, + "n_pred": 4, + "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": 0.9066968285029353, + "FN": 16579, + "FP": 2064, + "IoU": 0.8293187581825007, + "TN": 416469, + "TP": 90584, + "n_pred": 92648, + "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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 380, + "FP": 0, + "IoU": 0.0, + "TN": 525316, + "TP": 0, + "n_pred": 0, + "n_ref": 380 + }, + "10": { + "Dice": 0.24152542372881355, + "FN": 4419, + "FP": 593, + "IoU": 0.13734939759036144, + "TN": 519886, + "TP": 798, + "n_pred": 1391, + "n_ref": 5217 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1426, + "FP": 0, + "IoU": 0.0, + "TN": 524270, + "TP": 0, + "n_pred": 0, + "n_ref": 1426 + }, + "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": 2978, + "IoU": 0.0, + "TN": 522718, + "TP": 0, + "n_pred": 2978, + "n_ref": 0 + }, + "3": { + "Dice": 0.8895775370022695, + "FN": 13421, + "FP": 1224, + "IoU": 0.8011163018088978, + "TN": 452060, + "TP": 58991, + "n_pred": 60215, + "n_ref": 72412 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 241, + "IoU": 0.0, + "TN": 525455, + "TP": 0, + "n_pred": 241, + "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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": NaN, + "FN": 1939.1166666666666, + "FP": 2541.8708333333334, + "IoU": NaN, + "TN": 234689.8375, + "TP": 1773.175, + "n_pred": 4315.045833333334, + "n_ref": 3712.2916666666665 + }, + "mean": { + "1": { + "Dice": 0.15911049811319358, + "FN": 1909.125, + "FP": 1913.0, + "IoU": 0.11384130370991685, + "TN": 234734.375, + "TP": 2387.5, + "n_pred": 4300.5, + "n_ref": 4296.625 + }, + "10": { + "Dice": 0.19700515649639527, + "FN": 771.5625, + "FP": 745.9375, + "IoU": 0.15234972975383076, + "TN": 238383.6875, + "TP": 1042.8125, + "n_pred": 1788.75, + "n_ref": 1814.375 + }, + "11": { + "Dice": 0.0, + "FN": 39.625, + "FP": 0.0, + "IoU": 0.0, + "TN": 240904.375, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 39.625 + }, + "12": { + "Dice": 0.0, + "FN": 404.5625, + "FP": 0.0, + "IoU": 0.0, + "TN": 240539.4375, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 404.5625 + }, + "13": { + "Dice": 0.012608299133606931, + "FN": 60.9375, + "FP": 863.1875, + "IoU": 0.0064435400879408735, + "TN": 240019.125, + "TP": 0.75, + "n_pred": 863.9375, + "n_ref": 61.6875 + }, + "14": { + "Dice": 0.200680581943107, + "FN": 429.0, + "FP": 599.9375, + "IoU": 0.1676140686476969, + "TN": 237987.375, + "TP": 1927.6875, + "n_pred": 2527.625, + "n_ref": 2356.6875 + }, + "15": { + "Dice": 0.3463678353978585, + "FN": 1492.4375, + "FP": 64.1875, + "IoU": 0.20945881606094272, + "TN": 238974.9375, + "TP": 412.4375, + "n_pred": 476.625, + "n_ref": 1904.875 + }, + "2": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1417.1875, + "IoU": 0.0, + "TN": 239526.8125, + "TP": 0.0, + "n_pred": 1417.1875, + "n_ref": 0.0 + }, + "3": { + "Dice": 0.12941460973422497, + "FN": 1020.625, + "FP": 3286.1875, + "IoU": 0.08183638447146341, + "TN": 236599.4375, + "TP": 37.75, + "n_pred": 3323.9375, + "n_ref": 1058.375 + }, + "4": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 240944.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.0, + "FN": 13.4375, + "FP": 0.0, + "IoU": 0.0, + "TN": 240930.5625, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 13.4375 + }, + "6": { + "Dice": 0.10994010521152967, + "FN": 2306.75, + "FP": 22225.5, + "IoU": 0.07255875050853816, + "TN": 206554.6875, + "TP": 9857.0625, + "n_pred": 32082.5625, + "n_ref": 12163.8125 + }, + "7": { + "Dice": 0.2559987487574017, + "FN": 18100.3125, + "FP": 6321.125, + "IoU": 0.1884602385402901, + "TN": 207117.0, + "TP": 9405.5625, + "n_pred": 15726.6875, + "n_ref": 27505.875 + }, + "8": { + "Dice": 0.2563232332025852, + "FN": 2197.875, + "FP": 2.0625, + "IoU": 0.1847874381164383, + "TN": 237300.9375, + "TP": 1443.125, + "n_pred": 1445.1875, + "n_ref": 3641.0 + }, + "9": { + "Dice": 0.0460124826629681, + "FN": 340.5, + "FP": 689.75, + "IoU": 0.025337966852516613, + "TN": 239830.8125, + "TP": 82.9375, + "n_pred": 772.6875, + "n_ref": 423.4375 + } + }, + "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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.0, + "FN": 35, + "FP": 0, + "IoU": 0.0, + "TN": 175197, + "TP": 0, + "n_pred": 0, + "n_ref": 35 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 384, + "FP": 400, + "IoU": 0.0, + "TN": 174448, + "TP": 0, + "n_pred": 400, + "n_ref": 384 + }, + "7": { + "Dice": 0.19724925392500325, + "FN": 60493, + "FP": 1375, + "IoU": 0.10941571060473017, + "TN": 105763, + "TP": 7601, + "n_pred": 8976, + "n_ref": 68094 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.07318729228460137, + "FN": 1092, + "FP": 24843, + "IoU": 0.03798360473311325, + "TN": 323505, + "TP": 1024, + "n_pred": 25867, + "n_ref": 2116 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2997, + "IoU": 0.0, + "TN": 347467, + "TP": 0, + "n_pred": 2997, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 8303, + "IoU": 0.0, + "TN": 342161, + "TP": 0, + "n_pred": 8303, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 350361, + "TP": 0, + "n_pred": 103, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 32504, + "IoU": 0.0, + "TN": 317960, + "TP": 0, + "n_pred": 32504, + "n_ref": 0 + }, + "7": { + "Dice": 0.1245606597283954, + "FN": 146, + "FP": 63867, + "IoU": 0.06641678941764989, + "TN": 281897, + "TP": 4554, + "n_pred": 68421, + "n_ref": 4700 + }, + "8": { + "Dice": 0.06826940723068453, + "FN": 10154, + "FP": 0, + "IoU": 0.035341060231806956, + "TN": 339938, + "TP": 372, + "n_pred": 372, + "n_ref": 10526 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 131, + "IoU": 0.0, + "TN": 350333, + "TP": 0, + "n_pred": 131, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7114836772405297, + "FN": 29124, + "FP": 854, + "IoU": 0.5521728088914118, + "TN": 283523, + "TP": 36963, + "n_pred": 37817, + "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": 0.0, + "FN": 0, + "FP": 316, + "IoU": 0.0, + "TN": 350148, + "TP": 0, + "n_pred": 316, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 15464, + "IoU": 0.0, + "TN": 335000, + "TP": 0, + "n_pred": 15464, + "n_ref": 0 + }, + "7": { + "Dice": 0.7763679619349723, + "FN": 12356, + "FP": 4000, + "IoU": 0.6344782890473104, + "TN": 305717, + "TP": 28391, + "n_pred": 32391, + "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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.16999201915403034, + "FN": 330, + "FP": 1750, + "IoU": 0.09289140863497601, + "TN": 172939, + "TP": 213, + "n_pred": 1963, + "n_ref": 543 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 272, + "IoU": 0.0, + "TN": 174960, + "TP": 0, + "n_pred": 272, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 634, + "FP": 0, + "IoU": 0.0, + "TN": 174598, + "TP": 0, + "n_pred": 0, + "n_ref": 634 + }, + "12": { + "Dice": 0.0, + "FN": 379, + "FP": 0, + "IoU": 0.0, + "TN": 174853, + "TP": 0, + "n_pred": 0, + "n_ref": 379 + }, + "13": { + "Dice": 0.046511627906976744, + "FN": 205, + "FP": 0, + "IoU": 0.023809523809523808, + "TN": 175022, + "TP": 5, + "n_pred": 5, + "n_ref": 210 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0.45664739884393063, + "FN": 188, + "FP": 0, + "IoU": 0.2958801498127341, + "TN": 174965, + "TP": 79, + "n_pred": 79, + "n_ref": 267 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 215, + "FP": 0, + "IoU": 0.0, + "TN": 175017, + "TP": 0, + "n_pred": 0, + "n_ref": 215 + }, + "6": { + "Dice": 0.12709972982497356, + "FN": 6580, + "FP": 851, + "IoU": 0.06786251881585549, + "TN": 167260, + "TP": 541, + "n_pred": 1392, + "n_ref": 7121 + }, + "7": { + "Dice": 0.012072434607645875, + "FN": 5401, + "FP": 0, + "IoU": 0.006072874493927126, + "TN": 169798, + "TP": 33, + "n_pred": 33, + "n_ref": 5434 + }, + "8": { + "Dice": 0.7315828237671925, + "FN": 15653, + "FP": 18, + "IoU": 0.576768304210441, + "TN": 138205, + "TP": 21356, + "n_pred": 21374, + "n_ref": 37009 + }, + "9": { + "Dice": 0.1840499306518724, + "FN": 5448, + "FP": 6318, + "IoU": 0.10135186741006645, + "TN": 162139, + "TP": 1327, + "n_pred": 7645, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2656, + "IoU": 0.0, + "TN": 172576, + "TP": 0, + "n_pred": 2656, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4681, + "IoU": 0.0, + "TN": 170551, + "TP": 0, + "n_pred": 4681, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 9795, + "IoU": 0.0, + "TN": 165437, + "TP": 0, + "n_pred": 9795, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 23943, + "IoU": 0.0, + "TN": 151289, + "TP": 0, + "n_pred": 23943, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 31156, + "IoU": 0.0, + "TN": 144076, + "TP": 0, + "n_pred": 31156, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2576, + "IoU": 0.0, + "TN": 172656, + "TP": 0, + "n_pred": 2576, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 175223, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "10": { + "Dice": 0.7784946236559139, + "FN": 3497, + "FP": 1138, + "IoU": 0.6373239436619719, + "TN": 162452, + "TP": 8145, + "n_pred": 9283, + "n_ref": 11642 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.00392156862745098, + "FN": 770, + "FP": 2786, + "IoU": 0.0019646365422396855, + "TN": 171669, + "TP": 7, + "n_pred": 2793, + "n_ref": 777 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.15712329274160713, + "FN": 11, + "FP": 45533, + "IoU": 0.08525979634055715, + "TN": 125443, + "TP": 4245, + "n_pred": 49778, + "n_ref": 4256 + }, + "7": { + "Dice": 0.7309468870704039, + "FN": 63182, + "FP": 833, + "IoU": 0.5759781679925283, + "TN": 24261, + "TP": 86956, + "n_pred": 87789, + "n_ref": 150138 + }, + "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": 2559, + "IoU": 0.0, + "TN": 172673, + "TP": 0, + "n_pred": 2559, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 496, + "IoU": 0.0, + "TN": 174736, + "TP": 0, + "n_pred": 496, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3896, + "IoU": 0.0, + "TN": 171336, + "TP": 0, + "n_pred": 3896, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.07341298724566923, + "FN": 1796, + "FP": 80951, + "IoU": 0.03810520197616972, + "TN": 89207, + "TP": 3278, + "n_pred": 84229, + "n_ref": 5074 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.802722327772428, + "FN": 6864, + "FP": 8296, + "IoU": 0.6704562745907876, + "TN": 129229, + "TP": 30843, + "n_pred": 39139, + "n_ref": 37707 + }, + "15": { + "Dice": 0.3463678353978585, + "FN": 23879, + "FP": 1027, + "IoU": 0.20945881606094272, + "TN": 143727, + "TP": 6599, + "n_pred": 7626, + "n_ref": 30478 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.6005414718188531, + "FN": 8813, + "FP": 2548, + "IoU": 0.4291241646148435, + "TN": 155331, + "TP": 8540, + "n_pred": 11088, + "n_ref": 17353 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6094, + "FP": 0, + "IoU": 0.0, + "TN": 169138, + "TP": 0, + "n_pred": 0, + "n_ref": 6094 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2722, + "IoU": 0.0, + "TN": 172510, + "TP": 0, + "n_pred": 2722, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4783, + "IoU": 0.0, + "TN": 170449, + "TP": 0, + "n_pred": 4783, + "n_ref": 0 + }, + "3": { + "Dice": 0.061011040092969204, + "FN": 16142, + "FP": 18, + "IoU": 0.03146538807311957, + "TN": 158547, + "TP": 525, + "n_pred": 543, + "n_ref": 16667 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 2480, + "IoU": 0.0, + "TN": 172752, + "TP": 0, + "n_pred": 2480, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 22, + "FP": 400, + "IoU": 0.0, + "TN": 174810, + "TP": 0, + "n_pred": 400, + "n_ref": 22 + }, + "8": { + "Dice": 0.22544070181246378, + "FN": 9359, + "FP": 0, + "IoU": 0.12704038802350526, + "TN": 164511, + "TP": 1362, + "n_pred": 1362, + "n_ref": 10721 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2028, + "IoU": 0.0, + "TN": 173204, + "TP": 0, + "n_pred": 2028, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0349.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": 299, + "IoU": 0.0, + "TN": 875861, + "TP": 0, + "n_pred": 299, + "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": 884, + "IoU": 0.0, + "TN": 875276, + "TP": 0, + "n_pred": 884, + "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": 4181, + "IoU": 0.0, + "TN": 871979, + "TP": 0, + "n_pred": 4181, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 28618, + "IoU": 0.0, + "TN": 847542, + "TP": 0, + "n_pred": 28618, + "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": 0.6318249370915171, + "FN": 28137, + "FP": 146269, + "IoU": 0.461801237444261, + "TN": 552105, + "TP": 149649, + "n_pred": 295918, + "n_ref": 177786 + }, + "7": { + "Dice": 0.20679279279279278, + "FN": 148005, + "FP": 28087, + "IoU": 0.11532007676617466, + "TN": 677114, + "TP": 22954, + "n_pred": 51041, + "n_ref": 170959 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 876145, + "TP": 0, + "n_pred": 15, + "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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0362.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.14415435291780204, + "FN": 2253.108333333333, + "FP": 1742.1916666666666, + "IoU": 0.1124595189095729, + "TN": 224662.625, + "TP": 1334.075, + "n_pred": 3076.266666666667, + "n_ref": 3587.1833333333334 + }, + "mean": { + "1": { + "Dice": 0.015516206944294878, + "FN": 7702.625, + "FP": 278.8125, + "IoU": 0.008071189071965301, + "TN": 221695.375, + "TP": 315.1875, + "n_pred": 594.0, + "n_ref": 8017.8125 + }, + "10": { + "Dice": 0.15783629324657567, + "FN": 1069.6875, + "FP": 602.125, + "IoU": 0.1298755092935139, + "TN": 227646.4375, + "TP": 673.75, + "n_pred": 1275.875, + "n_ref": 1743.4375 + }, + "11": { + "Dice": 0.0, + "FN": 122.9375, + "FP": 0.0, + "IoU": 0.0, + "TN": 229869.0625, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 122.9375 + }, + "12": { + "Dice": 0.0, + "FN": 45.875, + "FP": 0.0, + "IoU": 0.0, + "TN": 229946.125, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 45.875 + }, + "13": { + "Dice": 0.0901196609606116, + "FN": 3383.0, + "FP": 70.125, + "IoU": 0.054967055245818554, + "TN": 226267.75, + "TP": 271.125, + "n_pred": 341.25, + "n_ref": 3654.125 + }, + "14": { + "Dice": 0.8265707029870973, + "FN": 600.25, + "FP": 351.5625, + "IoU": 0.7044060559006211, + "TN": 226772.0, + "TP": 2268.1875, + "n_pred": 2619.75, + "n_ref": 2868.4375 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 327.5, + "IoU": 0.0, + "TN": 229664.5, + "TP": 0.0, + "n_pred": 327.5, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.15017161578899524, + "FN": 4133.75, + "FP": 6121.0625, + "IoU": 0.10526999252482537, + "TN": 219230.625, + "TP": 506.5625, + "n_pred": 6627.625, + "n_ref": 4640.3125 + }, + "3": { + "Dice": 0.08316476922853937, + "FN": 7608.375, + "FP": 772.0625, + "IoU": 0.04755890774851964, + "TN": 220191.875, + "TP": 1419.6875, + "n_pred": 2191.75, + "n_ref": 9028.0625 + }, + "4": { + "Dice": 0.0, + "FN": 1172.5, + "FP": 0.0, + "IoU": 0.0, + "TN": 228819.5, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1172.5 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 325.4375, + "IoU": 0.0, + "TN": 229666.5625, + "TP": 0.0, + "n_pred": 325.4375, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.370939730536047, + "FN": 4346.5, + "FP": 9297.125, + "IoU": 0.3087034351475425, + "TN": 204754.25, + "TP": 11594.125, + "n_pred": 20891.25, + "n_ref": 15940.625 + }, + "7": { + "Dice": 0.13148030135543895, + "FN": 1756.25, + "FP": 5503.9375, + "IoU": 0.08645684799211295, + "TN": 220471.5625, + "TP": 2260.25, + "n_pred": 7764.1875, + "n_ref": 4016.5 + }, + "8": { + "Dice": 0.0, + "FN": 835.375, + "FP": 2073.3125, + "IoU": 0.0, + "TN": 227083.3125, + "TP": 0.0, + "n_pred": 2073.3125, + "n_ref": 835.375 + }, + "9": { + "Dice": 0.3365160127194306, + "FN": 1019.5, + "FP": 409.8125, + "IoU": 0.2415837907186742, + "TN": 227860.4375, + "TP": 702.25, + "n_pred": 1112.0625, + "n_ref": 1721.75 + } + }, + "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": 0.0, + "FN": 0, + "FP": 1087, + "IoU": 0.0, + "TN": 174145, + "TP": 0, + "n_pred": 1087, + "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": 1805, + "FP": 0, + "IoU": 0.0, + "TN": 173427, + "TP": 0, + "n_pred": 0, + "n_ref": 1805 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8781918986358701, + "FN": 26039, + "FP": 7839, + "IoU": 0.7828361174856733, + "TN": 19230, + "TP": 122124, + "n_pred": 129963, + "n_ref": 148163 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 25085, + "IoU": 0.0, + "TN": 150147, + "TP": 0, + "n_pred": 25085, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.07758103472147439, + "FN": 119920, + "FP": 0, + "IoU": 0.040355945359826506, + "TN": 50269, + "TP": 5043, + "n_pred": 5043, + "n_ref": 124963 + }, + "10": { + "Dice": 0.0, + "FN": 722, + "FP": 0, + "IoU": 0.0, + "TN": 174510, + "TP": 0, + "n_pred": 0, + "n_ref": 722 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 69, + "IoU": 0.0, + "TN": 175163, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 77496, + "IoU": 0.0, + "TN": 97736, + "TP": 0, + "n_pred": 77496, + "n_ref": 0 + }, + "7": { + "Dice": 0.604814121975671, + "FN": 3627, + "FP": 34610, + "IoU": 0.43350074818140066, + "TN": 107735, + "TP": 29260, + "n_pred": 63870, + "n_ref": 32887 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 3322, + "FP": 0, + "IoU": 0.0, + "TN": 171910, + "TP": 0, + "n_pred": 0, + "n_ref": 3322 + }, + "10": { + "Dice": 0.002786809103576405, + "FN": 4127, + "FP": 167, + "IoU": 0.0013953488372093023, + "TN": 170932, + "TP": 6, + "n_pred": 173, + "n_ref": 4133 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 734, + "FP": 0, + "IoU": 0.0, + "TN": 174498, + "TP": 0, + "n_pred": 0, + "n_ref": 734 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1097, + "IoU": 0.0, + "TN": 174135, + "TP": 0, + "n_pred": 1097, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 71358, + "IoU": 0.0, + "TN": 103874, + "TP": 0, + "n_pred": 71358, + "n_ref": 0 + }, + "3": { + "Dice": 0.2695325968527177, + "FN": 105642, + "FP": 286, + "IoU": 0.15575710721999506, + "TN": 49761, + "TP": 19543, + "n_pred": 19829, + "n_ref": 125185 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 33069, + "IoU": 0.0, + "TN": 142163, + "TP": 0, + "n_pred": 33069, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3871, + "IoU": 0.0, + "TN": 171361, + "TP": 0, + "n_pred": 3871, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 488, + "IoU": 0.0, + "TN": 174744, + "TP": 0, + "n_pred": 488, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8265707029870973, + "FN": 9604, + "FP": 5625, + "IoU": 0.7044060559006211, + "TN": 123712, + "TP": 36291, + "n_pred": 41916, + "n_ref": 45895 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5240, + "IoU": 0.0, + "TN": 169992, + "TP": 0, + "n_pred": 5240, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 14706, + "IoU": 0.0, + "TN": 160526, + "TP": 0, + "n_pred": 14706, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5171, + "IoU": 0.0, + "TN": 170061, + "TP": 0, + "n_pred": 5171, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 20342, + "IoU": 0.0, + "TN": 154890, + "TP": 0, + "n_pred": 20342, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7190, + "IoU": 0.0, + "TN": 168042, + "TP": 0, + "n_pred": 7190, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 175152, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 3679, + "FP": 2566, + "IoU": 0.0, + "TN": 168987, + "TP": 0, + "n_pred": 2566, + "n_ref": 3679 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 17541, + "FP": 0, + "IoU": 0.0, + "TN": 157691, + "TP": 0, + "n_pred": 0, + "n_ref": 17541 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2687, + "FP": 0, + "IoU": 0.0, + "TN": 172545, + "TP": 0, + "n_pred": 0, + "n_ref": 2687 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 516, + "FP": 473, + "IoU": 0.0, + "TN": 174243, + "TP": 0, + "n_pred": 473, + "n_ref": 516 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 115, + "IoU": 0.0, + "TN": 175117, + "TP": 0, + "n_pred": 115, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 13366, + "FP": 32182, + "IoU": 0.0, + "TN": 129684, + "TP": 0, + "n_pred": 32182, + "n_ref": 13366 + }, + "9": { + "Dice": 0.002647910633016136, + "FN": 7489, + "FP": 4564, + "IoU": 0.0013257104979700059, + "TN": 163163, + "TP": 16, + "n_pred": 4580, + "n_ref": 7505 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.0, + "FN": 6201, + "FP": 3434, + "IoU": 0.0, + "TN": 165597, + "TP": 0, + "n_pred": 3434, + "n_ref": 6201 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 21220, + "FP": 0, + "IoU": 0.0, + "TN": 154012, + "TP": 0, + "n_pred": 0, + "n_ref": 21220 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 13784, + "FP": 0, + "IoU": 0.0, + "TN": 161448, + "TP": 0, + "n_pred": 0, + "n_ref": 13784 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 5207, + "IoU": 0.0, + "TN": 170025, + "TP": 0, + "n_pred": 5207, + "n_ref": 0 + }, + "6": { + "Dice": 0.4598280405470388, + "FN": 27273, + "FP": 810, + "IoU": 0.29855629933060246, + "TN": 135196, + "TP": 11953, + "n_pred": 12763, + "n_ref": 39226 + }, + "7": { + "Dice": 0.31895494534790725, + "FN": 24002, + "FP": 1544, + "IoU": 0.18973610758690687, + "TN": 143704, + "TP": 5982, + "n_pred": 7526, + "n_ref": 29984 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 403, + "IoU": 0.0, + "TN": 174829, + "TP": 0, + "n_pred": 403, + "n_ref": 0 + }, + "9": { + "Dice": 0.299437148217636, + "FN": 152, + "FP": 1715, + "IoU": 0.176081200353045, + "TN": 172966, + "TP": 399, + "n_pred": 2114, + "n_ref": 551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3893, + "IoU": 0.0, + "TN": 171339, + "TP": 0, + "n_pred": 3893, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.23668429083425002, + "FN": 10833, + "FP": 10678, + "IoU": 0.13422683731787813, + "TN": 325618, + "TP": 3335, + "n_pred": 14013, + "n_ref": 14168 + }, + "3": { + "Dice": 0.22945601851851852, + "FN": 16092, + "FP": 5212, + "IoU": 0.12959633927112274, + "TN": 325988, + "TP": 3172, + "n_pred": 8384, + "n_ref": 19264 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7863946571293019, + "FN": 2386, + "FP": 3467, + "IoU": 0.6479821976303602, + "TN": 333837, + "TP": 10774, + "n_pred": 14241, + "n_ref": 13160 + }, + "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": 0.3604786438424464, + "FN": 15367, + "FP": 25, + "IoU": 0.21986822098327422, + "TN": 330734, + "TP": 4338, + "n_pred": 4363, + "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": 0.6643454038997214, + "FN": 4717, + "FP": 103, + "IoU": 0.49739311783107404, + "TN": 340874, + "TP": 4770, + "n_pred": 4873, + "n_ref": 9487 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1611, + "IoU": 0.0, + "TN": 348853, + "TP": 0, + "n_pred": 1611, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 484, + "FP": 0, + "IoU": 0.0, + "TN": 349980, + "TP": 0, + "n_pred": 0, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7401484042936388, + "FN": 15199, + "FP": 2836, + "IoU": 0.5874885635864593, + "TN": 306744, + "TP": 25685, + "n_pred": 28521, + "n_ref": 40884 + }, + "7": { + "Dice": 0.12807334351993332, + "FN": 471, + "FP": 12083, + "IoU": 0.06841792816859603, + "TN": 336988, + "TP": 922, + "n_pred": 13005, + "n_ref": 1393 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 588, + "IoU": 0.0, + "TN": 349876, + "TP": 0, + "n_pred": 588, + "n_ref": 0 + }, + "9": { + "Dice": 0.7074629793076395, + "FN": 8671, + "FP": 278, + "IoU": 0.5473444613050076, + "TN": 330694, + "TP": 10821, + "n_pred": 11099, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 50590, + "FP": 5, + "IoU": 0.0, + "TN": 124637, + "TP": 0, + "n_pred": 5, + "n_ref": 50590 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8893495008118285, + "FN": 517, + "FP": 5889, + "IoU": 0.800746500777605, + "TN": 143082, + "TP": 25744, + "n_pred": 31633, + "n_ref": 26261 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3565, + "IoU": 0.0, + "TN": 171667, + "TP": 0, + "n_pred": 3565, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2653945/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 2213.1225000000004, + "FP": 1775.8333333333335, + "IoU": NaN, + "TN": 256657.44916666666, + "TP": 2201.5950000000003, + "n_pred": 3977.4283333333333, + "n_ref": 4414.717500000001 + }, + "mean": { + "1": { + "Dice": 0.23449576468912672, + "FN": 2073.7375, + "FP": 911.7875, + "IoU": 0.1931386825935275, + "TN": 258497.8625, + "TP": 1364.6125, + "n_pred": 2276.4, + "n_ref": 3438.35 + }, + "10": { + "Dice": 0.20593204625414413, + "FN": 1319.7875, + "FP": 1141.125, + "IoU": 0.14668589489752373, + "TN": 259205.0, + "TP": 1182.0875, + "n_pred": 2323.2125, + "n_ref": 2501.875 + }, + "11": { + "Dice": NaN, + "FN": 134.1125, + "FP": 0.0, + "IoU": NaN, + "TN": 262713.8875, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 134.1125 + }, + "12": { + "Dice": 0.0, + "FN": 160.0625, + "FP": 0.0, + "IoU": 0.0, + "TN": 262687.9375, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 160.0625 + }, + "13": { + "Dice": 0.045200403319162516, + "FN": 1508.5625, + "FP": 436.45, + "IoU": 0.026695865541521036, + "TN": 260753.3375, + "TP": 149.65, + "n_pred": 586.1, + "n_ref": 1658.2125 + }, + "14": { + "Dice": 0.2717115587071371, + "FN": 3762.05, + "FP": 578.1375, + "IoU": 0.22346582310330168, + "TN": 257353.9875, + "TP": 1153.825, + "n_pred": 1731.9625, + "n_ref": 4915.875 + }, + "15": { + "Dice": NaN, + "FN": 935.1875, + "FP": 89.8875, + "IoU": NaN, + "TN": 261734.8375, + "TP": 88.0875, + "n_pred": 177.975, + "n_ref": 1023.275 + }, + "2": { + "Dice": 0.12050646655074723, + "FN": 3189.9, + "FP": 2569.275, + "IoU": 0.08293424124294918, + "TN": 256566.75, + "TP": 522.075, + "n_pred": 3091.35, + "n_ref": 3711.975 + }, + "3": { + "Dice": 0.13322368478094596, + "FN": 3333.2125, + "FP": 2072.4875, + "IoU": 0.09514432227694039, + "TN": 255743.275, + "TP": 1699.025, + "n_pred": 3771.5125, + "n_ref": 5032.2375 + }, + "4": { + "Dice": NaN, + "FN": 496.0875, + "FP": 0.0, + "IoU": NaN, + "TN": 262351.9125, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 496.0875 + }, + "5": { + "Dice": 0.0, + "FN": 589.0875, + "FP": 112.2125, + "IoU": 0.0, + "TN": 262146.7, + "TP": 0.0, + "n_pred": 112.2125, + "n_ref": 589.0875 + }, + "6": { + "Dice": 0.36851015617369987, + "FN": 5860.025, + "FP": 12165.675, + "IoU": 0.3089439920856846, + "TN": 225956.75, + "TP": 18865.55, + "n_pred": 31031.225, + "n_ref": 24725.575 + }, + "7": { + "Dice": 0.19885222410419304, + "FN": 7672.8125, + "FP": 5636.8375, + "IoU": 0.14383523493693362, + "TN": 242631.8625, + "TP": 6906.4875, + "n_pred": 12543.325, + "n_ref": 14579.3 + }, + "8": { + "Dice": 0.35616852736666116, + "FN": 1407.125, + "FP": 495.2, + "IoU": 0.2727374242410999, + "TN": 260126.1875, + "TP": 819.4875, + "n_pred": 1314.6875, + "n_ref": 2226.6125 + }, + "9": { + "Dice": 0.14193676780062314, + "FN": 755.0875, + "FP": 428.425, + "IoU": 0.09535538643778194, + "TN": 261391.45, + "TP": 273.0375, + "n_pred": 701.4625, + "n_ref": 1028.125 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/loop_003/summary.json b/nnActive_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/loop_003/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b289e231c5920fa8710af511d77aba96f743ad0c --- /dev/null +++ b/nnActive_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/loop_003/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.3195010337918532, + "FN": 71388.96533333333, + "FP": 38851.068, + "IoU": 0.23528540012415838, + "TN": 96231519.24133335, + "TP": 115201.56533333335, + "n_pred": 154052.63333333336, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.5139389305982703, + "FN": 118018.44, + "FP": 12978.44, + "IoU": 0.38765124940881895, + "TN": 96249694.26, + "TP": 76269.7, + "n_pred": 89248.14, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.3644270132483333, + "FN": 46357.24, + "FP": 41279.66, + "IoU": 0.23420617918990985, + "TN": 96341458.62, + "TP": 27865.32, + "n_pred": 69144.98, + "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": 0.011576520797790481, + "FN": 57533.62, + "FP": 523.72, + "IoU": 0.005928954254534463, + "TN": 96398578.98, + "TP": 324.52, + "n_pred": 848.24, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.5703894025289582, + "FN": 66268.1, + "FP": 24495.68, + "IoU": 0.4428365712000283, + "TN": 96294107.02, + "TP": 72090.04, + "n_pred": 96585.72, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.3421784003755169, + "FN": 44213.84, + "FP": 2335.9, + "IoU": 0.24586403157216666, + "TN": 96400577.9, + "TP": 9833.2, + "n_pred": 12169.1, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.44149053272359084, + "FN": 96075.52, + "FP": 48022.78, + "IoU": 0.2994061391511627, + "TN": 96252096.36, + "TP": 60766.18, + "n_pred": 108788.96, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.4082218824170176, + "FN": 92001.36, + "FP": 76891.18, + "IoU": 0.2748394229684198, + "TN": 96216667.08, + "TP": 71401.22, + "n_pred": 148292.4, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.0, + "FN": 26577.5, + "FP": 0.0, + "IoU": 0.0, + "TN": 96430383.34, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.03903944355842833, + "FN": 16672.5, + "FP": 146.5, + "IoU": 0.022431813199664388, + "TN": 96439662.18, + "TP": 479.66, + "n_pred": 626.16, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.857482436310724, + "FN": 187218.82, + "FP": 206455.56, + "IoU": 0.7575167824141896, + "TN": 94891281.66, + "TP": 1172004.8, + "n_pred": 1378460.36, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.44256142321459224, + "FN": 175563.62, + "FP": 131325.84, + "IoU": 0.30718694608403224, + "TN": 95986710.34, + "TP": 163361.04, + "n_pred": 294686.88, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.544181002494989, + "FN": 72769.22, + "FP": 26785.52, + "IoU": 0.39687977698746985, + "TN": 96297806.14, + "TP": 59599.96, + "n_pred": 86385.48, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.2570285186095862, + "FN": 63627.66, + "FP": 11525.24, + "IoU": 0.1545331354319785, + "TN": 96367780.1, + "TP": 14027.84, + "n_pred": 25553.08, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.795142221919454, + "FN": 28493, + "FP": 4586, + "IoU": 0.6599469550557178, + "TN": 119496044, + "TP": 64197, + "n_pred": 68783, + "n_ref": 92690 + }, + "10": { + "Dice": 0.5199235487721574, + "FN": 37659, + "FP": 31918, + "IoU": 0.3512815492340541, + "TN": 119486067, + "TP": 37676, + "n_pred": 69594, + "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": 0.001285128418347098, + "FN": 52723, + "FP": 122, + "IoU": 0.000642977363414588, + "TN": 119540441, + "TP": 34, + "n_pred": 156, + "n_ref": 52757 + }, + "14": { + "Dice": 0.16103524205182718, + "FN": 225216, + "FP": 6819, + "IoU": 0.08756842204605511, + "TN": 119339016, + "TP": 22269, + "n_pred": 29088, + "n_ref": 247485 + }, + "15": { + "Dice": 0.4664277924910422, + "FN": 20887, + "FP": 6513, + "IoU": 0.3041446566436408, + "TN": 119553944, + "TP": 11976, + "n_pred": 18489, + "n_ref": 32863 + }, + "2": { + "Dice": 0.5589226399653396, + "FN": 71135, + "FP": 38815, + "IoU": 0.3878505453391458, + "TN": 119413707, + "TP": 69663, + "n_pred": 108478, + "n_ref": 140798 + }, + "3": { + "Dice": 0.22404508722743666, + "FN": 139132, + "FP": 77302, + "IoU": 0.1261547157622739, + "TN": 119345640, + "TP": 31246, + "n_pred": 108548, + "n_ref": 170378 + }, + "4": { + "Dice": 0.0, + "FN": 77704, + "FP": 0, + "IoU": 0.0, + "TN": 119515616, + "TP": 0, + "n_pred": 0, + "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": 0.8922749395740825, + "FN": 167665, + "FP": 77242, + "IoU": 0.8055021696728655, + "TN": 118334144, + "TP": 1014269, + "n_pred": 1091511, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 247401, + "IoU": 0.0, + "TN": 119345919, + "TP": 0, + "n_pred": 247401, + "n_ref": 0 + }, + "8": { + "Dice": 0.45531063805247335, + "FN": 199656, + "FP": 8137, + "IoU": 0.29475870635790674, + "TN": 119298679, + "TP": 86848, + "n_pred": 94985, + "n_ref": 286504 + }, + "9": { + "Dice": 0.2970556447122785, + "FN": 62929, + "FP": 1460, + "IoU": 0.17443649511500886, + "TN": 119515326, + "TP": 13605, + "n_pred": 15065, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7852497431142077, + "FN": 63234, + "FP": 5316, + "IoU": 0.6464289582677856, + "TN": 72631781, + "TP": 125329, + "n_pred": 130645, + "n_ref": 188563 + }, + "10": { + "Dice": 0.26692813908321233, + "FN": 47217, + "FP": 69414, + "IoU": 0.154020237188554, + "TN": 72687795, + "TP": 21234, + "n_pred": 90648, + "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": 0.024217687074829932, + "FN": 49560, + "FP": 644, + "IoU": 0.012257264839553781, + "TN": 72774833, + "TP": 623, + "n_pred": 1267, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7260286397804964, + "FN": 12853, + "FP": 35475, + "IoU": 0.5698940042540694, + "TN": 72713297, + "TP": 64035, + "n_pred": 99510, + "n_ref": 76888 + }, + "15": { + "Dice": 0.5965355116985424, + "FN": 20975, + "FP": 8116, + "IoU": 0.42504496314010715, + "TN": 72775063, + "TP": 21506, + "n_pred": 29622, + "n_ref": 42481 + }, + "2": { + "Dice": 0.5042856037398322, + "FN": 80450, + "FP": 28453, + "IoU": 0.3371536738569411, + "TN": 72661364, + "TP": 55393, + "n_pred": 83846, + "n_ref": 135843 + }, + "3": { + "Dice": 0.5451030868383782, + "FN": 68069, + "FP": 30534, + "IoU": 0.3746678420355021, + "TN": 72667979, + "TP": 59078, + "n_pred": 89612, + "n_ref": 127147 + }, + "4": { + "Dice": 0.0, + "FN": 27010, + "FP": 0, + "IoU": 0.0, + "TN": 72798650, + "TP": 0, + "n_pred": 0, + "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": 0.8399079227628362, + "FN": 172283, + "FP": 222465, + "IoU": 0.7240010851234607, + "TN": 71395408, + "TP": 1035504, + "n_pred": 1257969, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.5044596031744101, + "FN": 135237, + "FP": 68386, + "IoU": 0.3373092457048756, + "TN": 72518393, + "TP": 103644, + "n_pred": 172030, + "n_ref": 238881 + }, + "8": { + "Dice": 0.001373994638069705, + "FN": 58153, + "FP": 1445, + "IoU": 0.0006874696088130251, + "TN": 72766021, + "TP": 41, + "n_pred": 1486, + "n_ref": 58194 + }, + "9": { + "Dice": 0.309903973943807, + "FN": 61429, + "FP": 12305, + "IoU": 0.18336471370029903, + "TN": 72735370, + "TP": 16556, + "n_pred": 28861, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5485765755929798, + "FN": 159550, + "FP": 5838, + "IoU": 0.3779576423861982, + "TN": 71543609, + "TP": 100491, + "n_pred": 106329, + "n_ref": 260041 + }, + "10": { + "Dice": 0.5727207265079028, + "FN": 38441, + "FP": 44038, + "IoU": 0.40126745840471556, + "TN": 71671732, + "TP": 55277, + "n_pred": 99315, + "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": 0.5998178623124543, + "FN": 297574, + "FP": 2116, + "IoU": 0.4283855979644737, + "TN": 71285201, + "TP": 224597, + "n_pred": 226713, + "n_ref": 522171 + }, + "15": { + "Dice": 0.027373478189659878, + "FN": 178156, + "FP": 0, + "IoU": 0.013876665393578099, + "TN": 71628825, + "TP": 2507, + "n_pred": 2507, + "n_ref": 180663 + }, + "2": { + "Dice": 0.50816008220636, + "FN": 77641, + "FP": 56378, + "IoU": 0.3406264145002263, + "TN": 71606236, + "TP": 69233, + "n_pred": 125611, + "n_ref": 146874 + }, + "3": { + "Dice": 0.30967292000836877, + "FN": 140591, + "FP": 57381, + "IoU": 0.18320295738852033, + "TN": 71567112, + "TP": 44404, + "n_pred": 101785, + "n_ref": 184995 + }, + "4": { + "Dice": 0.0, + "FN": 13975, + "FP": 0, + "IoU": 0.0, + "TN": 71795513, + "TP": 0, + "n_pred": 0, + "n_ref": 13975 + }, + "5": { + "Dice": 0.00019334880123743234, + "FN": 10342, + "FP": 0, + "IoU": 9.668374746205163e-05, + "TN": 71799145, + "TP": 1, + "n_pred": 1, + "n_ref": 10343 + }, + "6": { + "Dice": 0.8982825874535861, + "FN": 99067, + "FP": 161177, + "IoU": 0.8153475448639536, + "TN": 70400116, + "TP": 1149128, + "n_pred": 1310305, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7044675603466481, + "FN": 53337, + "FP": 99200, + "IoU": 0.5437668241909434, + "TN": 71475148, + "TP": 181803, + "n_pred": 281003, + "n_ref": 235140 + }, + "8": { + "Dice": 0.732694417181456, + "FN": 17780, + "FP": 28520, + "IoU": 0.5781513370689263, + "TN": 71699733, + "TP": 63455, + "n_pred": 91975, + "n_ref": 81235 + }, + "9": { + "Dice": 0.28076156411259523, + "FN": 73085, + "FP": 4131, + "IoU": 0.16330577437775634, + "TN": 71717201, + "TP": 15071, + "n_pred": 19202, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8115701087414192, + "FN": 64816, + "FP": 4549, + "IoU": 0.6828927097095678, + "TN": 135226767, + "TP": 149378, + "n_pred": 153927, + "n_ref": 214194 + }, + "10": { + "Dice": 0.4480438401775805, + "FN": 46381, + "FP": 49103, + "IoU": 0.2886961963080499, + "TN": 135311272, + "TP": 38754, + "n_pred": 87857, + "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": 4.8610942323116934e-05, + "FN": 40572, + "FP": 569, + "IoU": 2.43060619318458e-05, + "TN": 135404368, + "TP": 1, + "n_pred": 570, + "n_ref": 40573 + }, + "14": { + "Dice": 0.7533631581225334, + "FN": 47281, + "FP": 15402, + "IoU": 0.604316455935916, + "TN": 135287093, + "TP": 95734, + "n_pred": 111136, + "n_ref": 143015 + }, + "15": { + "Dice": 0.4029587266387523, + "FN": 37489, + "FP": 3434, + "IoU": 0.2523157875504723, + "TN": 135390777, + "TP": 13810, + "n_pred": 17244, + "n_ref": 51299 + }, + "2": { + "Dice": 0.42288218672510236, + "FN": 136207, + "FP": 63949, + "IoU": 0.2681360790967063, + "TN": 135172022, + "TP": 73332, + "n_pred": 137281, + "n_ref": 209539 + }, + "3": { + "Dice": 0.27320344378104433, + "FN": 175410, + "FP": 98359, + "IoU": 0.15821403094482572, + "TN": 135120286, + "TP": 51455, + "n_pred": 149814, + "n_ref": 226865 + }, + "4": { + "Dice": 0.0, + "FN": 36841, + "FP": 0, + "IoU": 0.0, + "TN": 135408669, + "TP": 0, + "n_pred": 0, + "n_ref": 36841 + }, + "5": { + "Dice": 7.131395970761276e-05, + "FN": 28043, + "FP": 0, + "IoU": 3.56582513193553e-05, + "TN": 135417466, + "TP": 1, + "n_pred": 1, + "n_ref": 28044 + }, + "6": { + "Dice": 0.8505381090132235, + "FN": 366479, + "FP": 88968, + "IoU": 0.73994459118872, + "TN": 133694164, + "TP": 1295899, + "n_pred": 1384867, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.2609870419458697, + "FN": 153089, + "FP": 106745, + "IoU": 0.1500776867343768, + "TN": 135139795, + "TP": 45881, + "n_pred": 152626, + "n_ref": 198970 + }, + "8": { + "Dice": 0.3012405005329795, + "FN": 228446, + "FP": 55395, + "IoU": 0.1773296930068633, + "TN": 135100486, + "TP": 61183, + "n_pred": 116578, + "n_ref": 289629 + }, + "9": { + "Dice": 0.135114331843953, + "FN": 90837, + "FP": 1301, + "IoU": 0.0724518044999245, + "TN": 135346175, + "TP": 7197, + "n_pred": 8498, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.10829645781226618, + "FN": 241016, + "FP": 9262, + "IoU": 0.05724811282375808, + "TN": 105488529, + "TP": 15198, + "n_pred": 24460, + "n_ref": 256214 + }, + "10": { + "Dice": 0.07892457880648716, + "FN": 54470, + "FP": 85924, + "IoU": 0.04108353994631478, + "TN": 105607596, + "TP": 6015, + "n_pred": 91939, + "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": 0.025325936849004048, + "FN": 79820, + "FP": 3462, + "IoU": 0.01282537575269072, + "TN": 105669641, + "TP": 1082, + "n_pred": 4544, + "n_ref": 80902 + }, + "14": { + "Dice": 0.7204284159461655, + "FN": 84704, + "FP": 2375, + "IoU": 0.5630231437804853, + "TN": 105554729, + "TP": 112197, + "n_pred": 114572, + "n_ref": 196901 + }, + "15": { + "Dice": 0.20872853511871553, + "FN": 24565, + "FP": 963, + "IoU": 0.11652535040664475, + "TN": 105725110, + "TP": 3367, + "n_pred": 4330, + "n_ref": 27932 + }, + "2": { + "Dice": 0.4627467068095773, + "FN": 86338, + "FP": 68197, + "IoU": 0.30102176971056643, + "TN": 105532918, + "TP": 66552, + "n_pred": 134749, + "n_ref": 152890 + }, + "3": { + "Dice": 0.512603230749698, + "FN": 84655, + "FP": 80418, + "IoU": 0.34463113094434605, + "TN": 105502127, + "TP": 86805, + "n_pred": 167223, + "n_ref": 171460 + }, + "4": { + "Dice": 0.0, + "FN": 40854, + "FP": 0, + "IoU": 0.0, + "TN": 105713151, + "TP": 0, + "n_pred": 0, + "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": 0.8864305843315631, + "FN": 140774, + "FP": 216893, + "IoU": 0.7960263382408628, + "TN": 104000509, + "TP": 1395829, + "n_pred": 1612722, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.5885579277403633, + "FN": 90144, + "FP": 159057, + "IoU": 0.41699049455009957, + "TN": 105326566, + "TP": 178238, + "n_pred": 337295, + "n_ref": 268382 + }, + "8": { + "Dice": 0.7119730230808502, + "FN": 35673, + "FP": 7205, + "IoU": 0.5527625087355147, + "TN": 105658132, + "TP": 52995, + "n_pred": 60200, + "n_ref": 88668 + }, + "9": { + "Dice": 0.41996756284698394, + "FN": 47877, + "FP": 26511, + "IoU": 0.26579679819972757, + "TN": 105652687, + "TP": 26930, + "n_pred": 53441, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7227947210220652, + "FN": 93824, + "FP": 28464, + "IoU": 0.5659189896243393, + "TN": 96856163, + "TP": 159429, + "n_pred": 187893, + "n_ref": 253253 + }, + "10": { + "Dice": 0.5290375254707549, + "FN": 36113, + "FP": 100022, + "IoU": 0.35965399160849687, + "TN": 96925284, + "TP": 76461, + "n_pred": 176483, + "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": 0.013201189296333004, + "FN": 49564, + "FP": 220, + "IoU": 0.006644451982361275, + "TN": 97087763, + "TP": 333, + "n_pred": 553, + "n_ref": 49897 + }, + "14": { + "Dice": 0.6938749090454572, + "FN": 109028, + "FP": 28124, + "IoU": 0.5312469026518427, + "TN": 96845291, + "TP": 155437, + "n_pred": 183561, + "n_ref": 264465 + }, + "15": { + "Dice": 0.3317271656494271, + "FN": 17725, + "FP": 998, + "IoU": 0.1988446726572529, + "TN": 97114510, + "TP": 4647, + "n_pred": 5645, + "n_ref": 22372 + }, + "2": { + "Dice": 0.19466271792820933, + "FN": 119993, + "FP": 29025, + "IoU": 0.10782623272744689, + "TN": 96970852, + "TP": 18010, + "n_pred": 47035, + "n_ref": 138003 + }, + "3": { + "Dice": 0.549221040389601, + "FN": 33789, + "FP": 170866, + "IoU": 0.37856975850896823, + "TN": 96808551, + "TP": 124674, + "n_pred": 295540, + "n_ref": 158463 + }, + "4": { + "Dice": 0.0, + "FN": 27496, + "FP": 0, + "IoU": 0.0, + "TN": 97110384, + "TP": 0, + "n_pred": 0, + "n_ref": 27496 + }, + "5": { + "Dice": 0.013574967759451571, + "FN": 14533, + "FP": 0, + "IoU": 0.006833868653044488, + "TN": 97123247, + "TP": 100, + "n_pred": 100, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9130593423052656, + "FN": 165311, + "FP": 88930, + "IoU": 0.840026855046301, + "TN": 95548607, + "TP": 1335032, + "n_pred": 1423962, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.28231266551965095, + "FN": 206173, + "FP": 38267, + "IoU": 0.16435625963619208, + "TN": 96845363, + "TP": 48077, + "n_pred": 86344, + "n_ref": 254250 + }, + "8": { + "Dice": 0.7066930155498333, + "FN": 39548, + "FP": 33921, + "IoU": 0.5464232576229958, + "TN": 96975903, + "TP": 88508, + "n_pred": 122429, + "n_ref": 128056 + }, + "9": { + "Dice": 0.3060189938398357, + "FN": 54273, + "FP": 10617, + "IoU": 0.1806507822265995, + "TN": 97058683, + "TP": 14307, + "n_pred": 24924, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8432682475850106, + "FN": 44443, + "FP": 3534, + "IoU": 0.7290093367148094, + "TN": 130589749, + "TP": 129066, + "n_pred": 132600, + "n_ref": 173509 + }, + "10": { + "Dice": 0.16806205998995727, + "FN": 69048, + "FP": 12135, + "IoU": 0.09174004005235895, + "TN": 130677409, + "TP": 8200, + "n_pred": 20335, + "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": 1203, + "IoU": 0.0, + "TN": 130704222, + "TP": 0, + "n_pred": 1203, + "n_ref": 61367 + }, + "14": { + "Dice": 0.7932495410252789, + "FN": 52704, + "FP": 2928, + "IoU": 0.6573434757167934, + "TN": 130604437, + "TP": 106723, + "n_pred": 109651, + "n_ref": 159427 + }, + "15": { + "Dice": 0.6907548401131173, + "FN": 12913, + "FP": 1303, + "IoU": 0.5275977802146679, + "TN": 130736699, + "TP": 15877, + "n_pred": 17180, + "n_ref": 28790 + }, + "2": { + "Dice": 0.5508747172473903, + "FN": 86696, + "FP": 43156, + "IoU": 0.38014292056308985, + "TN": 130557305, + "TP": 79635, + "n_pred": 122791, + "n_ref": 166331 + }, + "3": { + "Dice": 0.4220660258680704, + "FN": 96936, + "FP": 92342, + "IoU": 0.26748015619618176, + "TN": 130508399, + "TP": 69115, + "n_pred": 161457, + "n_ref": 166051 + }, + "4": { + "Dice": 0.0, + "FN": 29936, + "FP": 0, + "IoU": 0.0, + "TN": 130736856, + "TP": 0, + "n_pred": 0, + "n_ref": 29936 + }, + "5": { + "Dice": 0.1752742296837266, + "FN": 28297, + "FP": 48, + "IoU": 0.09605510731256178, + "TN": 130735435, + "TP": 3012, + "n_pred": 3060, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9121924926614379, + "FN": 138066, + "FP": 92773, + "IoU": 0.8385605785100848, + "TN": 129336912, + "TP": 1199041, + "n_pred": 1291814, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.7327437710025697, + "FN": 134175, + "FP": 92965, + "IoU": 0.5782127988293799, + "TN": 130228274, + "TP": 311378, + "n_pred": 404343, + "n_ref": 445553 + }, + "8": { + "Dice": 0.6312203702745608, + "FN": 114313, + "FP": 21118, + "IoU": 0.46115558455613204, + "TN": 130515456, + "TP": 115905, + "n_pred": 137023, + "n_ref": 230218 + }, + "9": { + "Dice": 0.22715311970296231, + "FN": 87958, + "FP": 7790, + "IoU": 0.12812901228384888, + "TN": 130656973, + "TP": 14071, + "n_pred": 21861, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.518470626267376, + "FN": 112634, + "FP": 51216, + "IoU": 0.34995635959692134, + "TN": 71983948, + "TP": 88210, + "n_pred": 139426, + "n_ref": 200844 + }, + "10": { + "Dice": 0.44613134918928216, + "FN": 31544, + "FP": 45724, + "IoU": 0.28711007777685515, + "TN": 72127621, + "TP": 31119, + "n_pred": 76843, + "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": 0.002689998867368898, + "FN": 70343, + "FP": 99, + "IoU": 0.0013468108935735855, + "TN": 72165471, + "TP": 95, + "n_pred": 194, + "n_ref": 70438 + }, + "14": { + "Dice": 0.07146481016939599, + "FN": 68774, + "FP": 63000, + "IoU": 0.03705652380430414, + "TN": 72099163, + "TP": 5071, + "n_pred": 68071, + "n_ref": 73845 + }, + "15": { + "Dice": 0.008650093181898098, + "FN": 28193, + "FP": 0, + "IoU": 0.004343833874841079, + "TN": 72207692, + "TP": 123, + "n_pred": 123, + "n_ref": 28316 + }, + "2": { + "Dice": 0.008573164908625254, + "FN": 126505, + "FP": 56211, + "IoU": 0.004305036347585365, + "TN": 72052502, + "TP": 790, + "n_pred": 57001, + "n_ref": 127295 + }, + "3": { + "Dice": 0.3546697468564338, + "FN": 106221, + "FP": 119491, + "IoU": 0.21556143283623586, + "TN": 71948271, + "TP": 62025, + "n_pred": 181516, + "n_ref": 168246 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 72236008, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 8227, + "FP": 0, + "IoU": 0.0, + "TN": 72227781, + "TP": 0, + "n_pred": 0, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6416896599536073, + "FN": 519097, + "FP": 589522, + "IoU": 0.47241756249289135, + "TN": 70134689, + "TP": 992700, + "n_pred": 1582222, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.2724917998646327, + "FN": 213651, + "FP": 457065, + "IoU": 0.15773690674422283, + "TN": 71439682, + "TP": 125610, + "n_pred": 582675, + "n_ref": 339261 + }, + "8": { + "Dice": 0.7480407429598562, + "FN": 20761, + "FP": 10778, + "IoU": 0.5974960756537386, + "TN": 72157651, + "TP": 46818, + "n_pred": 57596, + "n_ref": 67579 + }, + "9": { + "Dice": 0.11781024127048763, + "FN": 44991, + "FP": 24335, + "IoU": 0.06259211682780069, + "TN": 72162053, + "TP": 4629, + "n_pred": 28964, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0006888793937861335, + "FN": 88913, + "FP": 140287, + "IoU": 0.00034455837647582205, + "TN": 52323841, + "TP": 79, + "n_pred": 140366, + "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": 0.006582458637253158, + "FN": 55652, + "FP": 188, + "IoU": 0.0033020972780008926, + "TN": 52497095, + "TP": 185, + "n_pred": 373, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 0, + "IoU": 0.0, + "TN": 52527851, + "TP": 0, + "n_pred": 0, + "n_ref": 25269 + }, + "2": { + "Dice": 0.0742221243584749, + "FN": 128503, + "FP": 35468, + "IoU": 0.03854137348719392, + "TN": 52382576, + "TP": 6573, + "n_pred": 42041, + "n_ref": 135076 + }, + "3": { + "Dice": 0.08289316470903167, + "FN": 136745, + "FP": 3720, + "IoU": 0.04323867777376663, + "TN": 52406307, + "TP": 6348, + "n_pred": 10068, + "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": 0.0003183192742320548, + "FN": 6281, + "FP": 0, + "IoU": 0.0001591849729385546, + "TN": 52546838, + "TP": 1, + "n_pred": 1, + "n_ref": 6282 + }, + "6": { + "Dice": 0.7748855014462112, + "FN": 182770, + "FP": 160067, + "IoU": 0.6325004743319423, + "TN": 51620229, + "TP": 590054, + "n_pred": 750121, + "n_ref": 772824 + }, + "7": { + "Dice": 0.19301041576627193, + "FN": 157337, + "FP": 141417, + "IoU": 0.10681324200776726, + "TN": 52218639, + "TP": 35727, + "n_pred": 177144, + "n_ref": 193064 + }, + "8": { + "Dice": 0.5125034965034965, + "FN": 32049, + "FP": 20235, + "IoU": 0.34454097559141, + "TN": 52473353, + "TP": 27483, + "n_pred": 47718, + "n_ref": 59532 + }, + "9": { + "Dice": 0.0077867034645902125, + "FN": 77774, + "FP": 2758, + "IoU": 0.003908569166831585, + "TN": 52472272, + "TP": 316, + "n_pred": 3074, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6899436033152396, + "FN": 116617, + "FP": 41664, + "IoU": 0.5266518335097762, + "TN": 143802864, + "TP": 176105, + "n_pred": 217769, + "n_ref": 292722 + }, + "10": { + "Dice": 0.6026018541949435, + "FN": 45890, + "FP": 23208, + "IoU": 0.43123132516236307, + "TN": 144015763, + "TP": 52389, + "n_pred": 75597, + "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": 9.578177081337879e-05, + "FN": 104296, + "FP": 98, + "IoU": 4.789317905343921e-05, + "TN": 144032851, + "TP": 5, + "n_pred": 103, + "n_ref": 104301 + }, + "14": { + "Dice": 0.6984153616999048, + "FN": 189479, + "FP": 1048, + "IoU": 0.5365885099965948, + "TN": 143726110, + "TP": 220613, + "n_pred": 221661, + "n_ref": 410092 + }, + "15": { + "Dice": 0.07758133222754175, + "FN": 21637, + "FP": 2832, + "IoU": 0.040356106361283235, + "TN": 144111752, + "TP": 1029, + "n_pred": 3861, + "n_ref": 22666 + }, + "2": { + "Dice": 0.4074207173846242, + "FN": 98924, + "FP": 14853, + "IoU": 0.25582444895022566, + "TN": 143984360, + "TP": 39113, + "n_pred": 53966, + "n_ref": 138037 + }, + "3": { + "Dice": 0.684767977552942, + "FN": 65840, + "FP": 33924, + "IoU": 0.5206442406100298, + "TN": 143929129, + "TP": 108357, + "n_pred": 142281, + "n_ref": 174197 + }, + "4": { + "Dice": 0.0, + "FN": 51170, + "FP": 0, + "IoU": 0.0, + "TN": 144086080, + "TP": 0, + "n_pred": 0, + "n_ref": 51170 + }, + "5": { + "Dice": 0.03833358766976957, + "FN": 31504, + "FP": 5, + "IoU": 0.01954133864393067, + "TN": 144105113, + "TP": 628, + "n_pred": 633, + "n_ref": 32132 + }, + "6": { + "Dice": 0.7969175465014611, + "FN": 106718, + "FP": 531323, + "IoU": 0.6623964502050889, + "TN": 142247338, + "TP": 1251871, + "n_pred": 1783194, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.48382216188265137, + "FN": 135379, + "FP": 107190, + "IoU": 0.31910647268358544, + "TN": 143780999, + "TP": 113682, + "n_pred": 220872, + "n_ref": 249061 + }, + "8": { + "Dice": 0.6943287266122553, + "FN": 80029, + "FP": 51240, + "IoU": 0.5317791244734392, + "TN": 143856893, + "TP": 149088, + "n_pred": 200328, + "n_ref": 229117 + }, + "9": { + "Dice": 0.11765731387228932, + "FN": 88386, + "FP": 2715, + "IoU": 0.06250578852585542, + "TN": 144040075, + "TP": 6074, + "n_pred": 8789, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7924075139237665, + "FN": 72803, + "FP": 1184, + "IoU": 0.6561878473577576, + "TN": 111563724, + "TP": 141209, + "n_pred": 142393, + "n_ref": 214012 + }, + "10": { + "Dice": 0.3326147590392219, + "FN": 29724, + "FP": 35599, + "IoU": 0.1994828494748839, + "TN": 111697319, + "TP": 16278, + "n_pred": 51877, + "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": 0.0040715537878645075, + "FN": 52835, + "FP": 0, + "IoU": 0.0020399297357535464, + "TN": 111725977, + "TP": 108, + "n_pred": 108, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6941877544539082, + "FN": 13286, + "FP": 56045, + "IoU": 0.5316137575073807, + "TN": 111630899, + "TP": 78690, + "n_pred": 134735, + "n_ref": 91976 + }, + "15": { + "Dice": 0.3885233171210202, + "FN": 5979, + "FP": 8982, + "IoU": 0.24109769706807346, + "TN": 111759206, + "TP": 4753, + "n_pred": 13735, + "n_ref": 10732 + }, + "2": { + "Dice": 0.6023907072381041, + "FN": 108166, + "FP": 21393, + "IoU": 0.4310150986816102, + "TN": 111551218, + "TP": 98143, + "n_pred": 119536, + "n_ref": 206309 + }, + "3": { + "Dice": 0.17835995229054774, + "FN": 50803, + "FP": 65616, + "IoU": 0.09791174305528651, + "TN": 111649865, + "TP": 12636, + "n_pred": 78252, + "n_ref": 63439 + }, + "4": { + "Dice": 0.0, + "FN": 18679, + "FP": 0, + "IoU": 0.0, + "TN": 111760241, + "TP": 0, + "n_pred": 0, + "n_ref": 18679 + }, + "5": { + "Dice": 0.03258973312052262, + "FN": 25977, + "FP": 86, + "IoU": 0.016564787563202777, + "TN": 111752418, + "TP": 439, + "n_pred": 525, + "n_ref": 26416 + }, + "6": { + "Dice": 0.8613159012898862, + "FN": 275945, + "FP": 32821, + "IoU": 0.7564133917963493, + "TN": 110511338, + "TP": 958816, + "n_pred": 991637, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.2570987733251498, + "FN": 193152, + "FP": 68295, + "IoU": 0.14751195844623347, + "TN": 111472233, + "TP": 45240, + "n_pred": 113535, + "n_ref": 238392 + }, + "8": { + "Dice": 0.2404961647743225, + "FN": 234417, + "FP": 36097, + "IoU": 0.13668408102303226, + "TN": 111465577, + "TP": 42829, + "n_pred": 78926, + "n_ref": 277246 + }, + "9": { + "Dice": 0.20075533012757174, + "FN": 71196, + "FP": 1604, + "IoU": 0.11157756001122732, + "TN": 111696977, + "TP": 9143, + "n_pred": 10747, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.13171650500192694, + "FN": 153271, + "FP": 6692, + "IoU": 0.07050134808478989, + "TN": 198915779, + "TP": 12133, + "n_pred": 18825, + "n_ref": 165404 + }, + "10": { + "Dice": 0.2102522051327512, + "FN": 53640, + "FP": 17630, + "IoU": 0.11747588444345382, + "TN": 199007118, + "TP": 9487, + "n_pred": 27117, + "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": 0.641300707610868, + "FN": 17267, + "FP": 15936, + "IoU": 0.4719960562305197, + "TN": 199024991, + "TP": 29681, + "n_pred": 45617, + "n_ref": 46948 + }, + "15": { + "Dice": 0.033660191005974255, + "FN": 136194, + "FP": 0, + "IoU": 0.017118196382951086, + "TN": 198949309, + "TP": 2372, + "n_pred": 2372, + "n_ref": 138566 + }, + "2": { + "Dice": 0.6071176374998153, + "FN": 26837, + "FP": 106136, + "IoU": 0.4358714374199241, + "TN": 198852161, + "TP": 102741, + "n_pred": 208877, + "n_ref": 129578 + }, + "3": { + "Dice": 0.07707517073229904, + "FN": 132477, + "FP": 19693, + "IoU": 0.04008225883777851, + "TN": 198929351, + "TP": 6354, + "n_pred": 26047, + "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": 0.09015342231510949, + "FN": 19119, + "FP": 36, + "IoU": 0.04720453641066454, + "TN": 199067771, + "TP": 949, + "n_pred": 985, + "n_ref": 20068 + }, + "6": { + "Dice": 0.7621786276966228, + "FN": 115875, + "FP": 532603, + "IoU": 0.6157420163769969, + "TN": 197400264, + "TP": 1039133, + "n_pred": 1571736, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.4230556714964323, + "FN": 102963, + "FP": 42176, + "IoU": 0.2682755908687586, + "TN": 198889523, + "TP": 53213, + "n_pred": 95389, + "n_ref": 156176 + }, + "8": { + "Dice": 0.708699151436751, + "FN": 21934, + "FP": 57331, + "IoU": 0.5488257459330852, + "TN": 198912189, + "TP": 96421, + "n_pred": 153752, + "n_ref": 118355 + }, + "9": { + "Dice": 0.13053332134184728, + "FN": 96142, + "FP": 534, + "IoU": 0.06982382881279285, + "TN": 198983942, + "TP": 7257, + "n_pred": 7791, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7821645163755119, + "FN": 46181, + "FP": 30794, + "IoU": 0.6422579460795933, + "TN": 130860023, + "TP": 138194, + "n_pred": 168988, + "n_ref": 184375 + }, + "10": { + "Dice": 0.4313599242513907, + "FN": 37164, + "FP": 82947, + "IoU": 0.27498973851317093, + "TN": 130909524, + "TP": 45557, + "n_pred": 128504, + "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": 0.0028971084204124507, + "FN": 90027, + "FP": 146, + "IoU": 0.0014506555634301913, + "TN": 130984888, + "TP": 131, + "n_pred": 277, + "n_ref": 90158 + }, + "14": { + "Dice": 0.377118192475754, + "FN": 42459, + "FP": 4297, + "IoU": 0.23237563618453455, + "TN": 131014282, + "TP": 14154, + "n_pred": 18451, + "n_ref": 56613 + }, + "15": { + "Dice": 0.62871627223841, + "FN": 14309, + "FP": 1364, + "IoU": 0.45848737173064297, + "TN": 131046249, + "TP": 13270, + "n_pred": 14634, + "n_ref": 27579 + }, + "2": { + "Dice": 0.38641472839741986, + "FN": 107658, + "FP": 59382, + "IoU": 0.23947586483213287, + "TN": 130855554, + "TP": 52598, + "n_pred": 111980, + "n_ref": 160256 + }, + "3": { + "Dice": 0.5105868241560527, + "FN": 64495, + "FP": 176240, + "IoU": 0.34281073407769375, + "TN": 130708882, + "TP": 125575, + "n_pred": 301815, + "n_ref": 190070 + }, + "4": { + "Dice": 0.0, + "FN": 73080, + "FP": 0, + "IoU": 0.0, + "TN": 131002112, + "TP": 0, + "n_pred": 0, + "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": 0.926450365065444, + "FN": 104738, + "FP": 111711, + "IoU": 0.8629786037996472, + "TN": 129495519, + "TP": 1363224, + "n_pred": 1474935, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.5036013307561239, + "FN": 372551, + "FP": 425115, + "IoU": 0.3365422204034647, + "TN": 129872906, + "TP": 404620, + "n_pred": 829735, + "n_ref": 777171 + }, + "8": { + "Dice": 0.7564844171249865, + "FN": 40501, + "FP": 15952, + "IoU": 0.6083433352527768, + "TN": 130931053, + "TP": 87686, + "n_pred": 103638, + "n_ref": 128187 + }, + "9": { + "Dice": 0.4583770811459427, + "FN": 42623, + "FP": 11542, + "IoU": 0.2973341116948823, + "TN": 130998107, + "TP": 22920, + "n_pred": 34462, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7822782972900122, + "FN": 64624, + "FP": 19380, + "IoU": 0.642411394614291, + "TN": 101382282, + "TP": 150914, + "n_pred": 170294, + "n_ref": 215538 + }, + "10": { + "Dice": 0.24098809055013357, + "FN": 23180, + "FP": 119452, + "IoU": 0.1370019664196037, + "TN": 101451925, + "TP": 22643, + "n_pred": 142095, + "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": 0.6003084436447758, + "FN": 19731, + "FP": 36249, + "IoU": 0.4288862363419337, + "TN": 101519181, + "TP": 42039, + "n_pred": 78288, + "n_ref": 61770 + }, + "15": { + "Dice": 0.6484766396318478, + "FN": 13397, + "FP": 8144, + "IoU": 0.4798116397005554, + "TN": 101575790, + "TP": 19869, + "n_pred": 28013, + "n_ref": 33266 + }, + "2": { + "Dice": 0.4980855433692514, + "FN": 94617, + "FP": 62030, + "IoU": 0.33163376327477995, + "TN": 101382827, + "TP": 77726, + "n_pred": 139756, + "n_ref": 172343 + }, + "3": { + "Dice": 0.46835771621783523, + "FN": 102607, + "FP": 57143, + "IoU": 0.305787925272796, + "TN": 101387083, + "TP": 70367, + "n_pred": 127510, + "n_ref": 172974 + }, + "4": { + "Dice": 0.0, + "FN": 16213, + "FP": 0, + "IoU": 0.0, + "TN": 101600987, + "TP": 0, + "n_pred": 0, + "n_ref": 16213 + }, + "5": { + "Dice": 0.09521142537104453, + "FN": 28841, + "FP": 238, + "IoU": 0.049985298441634816, + "TN": 101586591, + "TP": 1530, + "n_pred": 1768, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8905890316828654, + "FN": 226625, + "FP": 94530, + "IoU": 0.8027584521124753, + "TN": 99988968, + "TP": 1307077, + "n_pred": 1401607, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.7454080051525187, + "FN": 89886, + "FP": 140963, + "IoU": 0.5941437600541496, + "TN": 101048405, + "TP": 337946, + "n_pred": 478909, + "n_ref": 427832 + }, + "8": { + "Dice": 0.62543543265822, + "FN": 110213, + "FP": 35593, + "IoU": 0.4550062234382534, + "TN": 101349663, + "TP": 121731, + "n_pred": 157324, + "n_ref": 231944 + }, + "9": { + "Dice": 0.2780166776525733, + "FN": 67712, + "FP": 1293, + "IoU": 0.16145143454326719, + "TN": 101534909, + "TP": 13286, + "n_pred": 14579, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4783697305363446, + "FN": 144910, + "FP": 508, + "IoU": 0.31437974134476204, + "TN": 118970115, + "TP": 66679, + "n_pred": 67187, + "n_ref": 211589 + }, + "10": { + "Dice": 0.5146820928938411, + "FN": 40978, + "FP": 34024, + "IoU": 0.3465130868155996, + "TN": 119067440, + "TP": 39770, + "n_pred": 73794, + "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": 0.0845834746536565, + "FN": 31454, + "FP": 3633, + "IoU": 0.04415931132178272, + "TN": 119145504, + "TP": 1621, + "n_pred": 5254, + "n_ref": 33075 + }, + "14": { + "Dice": 0.011597763990417101, + "FN": 65395, + "FP": 15056, + "IoU": 0.005832705164168407, + "TN": 119101289, + "TP": 472, + "n_pred": 15528, + "n_ref": 65867 + }, + "15": { + "Dice": 0.3443321755604673, + "FN": 16358, + "FP": 254, + "IoU": 0.20797177457804902, + "TN": 119161238, + "TP": 4362, + "n_pred": 4616, + "n_ref": 20720 + }, + "2": { + "Dice": 0.5169831548332997, + "FN": 96075, + "FP": 85947, + "IoU": 0.3486023483267903, + "TN": 118902779, + "TP": 97411, + "n_pred": 183358, + "n_ref": 193486 + }, + "3": { + "Dice": 0.6362335071311493, + "FN": 68324, + "FP": 78817, + "IoU": 0.46652671880268437, + "TN": 118906395, + "TP": 128676, + "n_pred": 207493, + "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": 0.0, + "FN": 17722, + "FP": 0, + "IoU": 0.0, + "TN": 119164490, + "TP": 0, + "n_pred": 0, + "n_ref": 17722 + }, + "6": { + "Dice": 0.8939760956355433, + "FN": 157122, + "FP": 218072, + "IoU": 0.8082791810446806, + "TN": 117225231, + "TP": 1581787, + "n_pred": 1799859, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.48211091652072385, + "FN": 142778, + "FP": 189901, + "IoU": 0.3176193318523897, + "TN": 118694685, + "TP": 154848, + "n_pred": 344749, + "n_ref": 297626 + }, + "8": { + "Dice": 0.6232928767186384, + "FN": 41568, + "FP": 7503, + "IoU": 0.452741811368731, + "TN": 119092545, + "TP": 40596, + "n_pred": 48099, + "n_ref": 82164 + }, + "9": { + "Dice": 0.463929300305192, + "FN": 48354, + "FP": 37539, + "IoU": 0.30202340321794247, + "TN": 119059152, + "TP": 37167, + "n_pred": 74706, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 35036, + "IoU": 0.0, + "TN": 61297444, + "TP": 0, + "n_pred": 35036, + "n_ref": 0 + }, + "10": { + "Dice": 0.23336137010325883, + "FN": 27908, + "FP": 14931, + "IoU": 0.13209343787353878, + "TN": 61283121, + "TP": 6520, + "n_pred": 21451, + "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": 0.030107526881720432, + "FN": 51877, + "FP": 890, + "IoU": 0.015283842794759825, + "TN": 61278894, + "TP": 819, + "n_pred": 1709, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8855113784880424, + "FN": 50375, + "FP": 6565, + "IoU": 0.7945450149923685, + "TN": 61055339, + "TP": 220201, + "n_pred": 226766, + "n_ref": 270576 + }, + "15": { + "Dice": 0.02387969622290399, + "FN": 97041, + "FP": 0, + "IoU": 0.01208413079773588, + "TN": 61234252, + "TP": 1187, + "n_pred": 1187, + "n_ref": 98228 + }, + "2": { + "Dice": 0.38681787226482695, + "FN": 108686, + "FP": 56986, + "IoU": 0.23978561726808853, + "TN": 61114552, + "TP": 52256, + "n_pred": 109242, + "n_ref": 160942 + }, + "3": { + "Dice": 0.4754136976620929, + "FN": 80207, + "FP": 26689, + "IoU": 0.3118312796940786, + "TN": 61177146, + "TP": 48438, + "n_pred": 75127, + "n_ref": 128645 + }, + "4": { + "Dice": 0.0, + "FN": 42189, + "FP": 0, + "IoU": 0.0, + "TN": 61290291, + "TP": 0, + "n_pred": 0, + "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": 0.9137415467837053, + "FN": 81440, + "FP": 130897, + "IoU": 0.8411824497919576, + "TN": 59995493, + "TP": 1124650, + "n_pred": 1255547, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.33013079496001824, + "FN": 135384, + "FP": 143995, + "IoU": 0.19769859457472533, + "TN": 60984258, + "TP": 68843, + "n_pred": 212838, + "n_ref": 204227 + }, + "8": { + "Dice": 0.30522832075834944, + "FN": 65566, + "FP": 10219, + "IoU": 0.18009996537995498, + "TN": 61240048, + "TP": 16647, + "n_pred": 26866, + "n_ref": 82213 + }, + "9": { + "Dice": 0.3407361986701669, + "FN": 45592, + "FP": 23218, + "IoU": 0.20535384331116038, + "TN": 61245888, + "TP": 17782, + "n_pred": 41000, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7080800774432221, + "FN": 78775, + "FP": 2344, + "IoU": 0.54808356545961, + "TN": 148928000, + "TP": 98381, + "n_pred": 100725, + "n_ref": 177156 + }, + "10": { + "Dice": 0.21613097646155496, + "FN": 59713, + "FP": 35230, + "IoU": 0.12115854561611375, + "TN": 148999468, + "TP": 13089, + "n_pred": 48319, + "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": 0.0017915517863167324, + "FN": 84290, + "FP": 1515, + "IoU": 0.0008965790270370974, + "TN": 149021618, + "TP": 77, + "n_pred": 1592, + "n_ref": 84367 + }, + "14": { + "Dice": 0.7545649059819761, + "FN": 9839, + "FP": 44303, + "IoU": 0.6058644963565287, + "TN": 148970131, + "TP": 83227, + "n_pred": 127530, + "n_ref": 93066 + }, + "15": { + "Dice": 0.5524000909987109, + "FN": 23474, + "FP": 136, + "IoU": 0.3815972131276356, + "TN": 149069321, + "TP": 14569, + "n_pred": 14705, + "n_ref": 38043 + }, + "2": { + "Dice": 0.8047111673837856, + "FN": 44509, + "FP": 10092, + "IoU": 0.6732357447215972, + "TN": 148940404, + "TP": 112495, + "n_pred": 122587, + "n_ref": 157004 + }, + "3": { + "Dice": 0.0847220874963624, + "FN": 55719, + "FP": 38637, + "IoU": 0.04423487941006655, + "TN": 149008777, + "TP": 4367, + "n_pred": 43004, + "n_ref": 60086 + }, + "4": { + "Dice": 0.0, + "FN": 25833, + "FP": 0, + "IoU": 0.0, + "TN": 149081667, + "TP": 0, + "n_pred": 0, + "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": 0.8306280304496643, + "FN": 258507, + "FP": 87138, + "IoU": 0.7103197717053793, + "TN": 147914305, + "TP": 847550, + "n_pred": 934688, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.31509343175042537, + "FN": 211613, + "FP": 64529, + "IoU": 0.18700943879503742, + "TN": 148767838, + "TP": 63520, + "n_pred": 128049, + "n_ref": 275133 + }, + "8": { + "Dice": 0.43735751004987333, + "FN": 154922, + "FP": 35847, + "IoU": 0.27988328287670716, + "TN": 148842586, + "TP": 74145, + "n_pred": 109992, + "n_ref": 229067 + }, + "9": { + "Dice": 0.2921045749101582, + "FN": 72409, + "FP": 672, + "IoU": 0.17103188557038987, + "TN": 149019341, + "TP": 15078, + "n_pred": 15750, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.01129468563639133, + "FN": 512175, + "FP": 618, + "IoU": 0.005679416429781937, + "TN": 100197078, + "TP": 2929, + "n_pred": 3547, + "n_ref": 515104 + }, + "10": { + "Dice": 0.27228132387706855, + "FN": 29257, + "FP": 19995, + "IoU": 0.15759586768378203, + "TN": 100654334, + "TP": 9214, + "n_pred": 29209, + "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": 1178, + "IoU": 0.0, + "TN": 100672467, + "TP": 0, + "n_pred": 1178, + "n_ref": 39155 + }, + "14": { + "Dice": 0.5715001924815799, + "FN": 90059, + "FP": 5667, + "IoU": 0.4000701921510134, + "TN": 100553238, + "TP": 63836, + "n_pred": 69503, + "n_ref": 153895 + }, + "15": { + "Dice": 0.001929570670525808, + "FN": 95174, + "FP": 0, + "IoU": 0.0009657170449058426, + "TN": 100617534, + "TP": 92, + "n_pred": 92, + "n_ref": 95266 + }, + "2": { + "Dice": 0.06738671853597063, + "FN": 223317, + "FP": 49021, + "IoU": 0.03486818557146756, + "TN": 100430623, + "TP": 9839, + "n_pred": 58860, + "n_ref": 233156 + }, + "3": { + "Dice": 0.38840500665067534, + "FN": 154156, + "FP": 65628, + "IoU": 0.2410065855587365, + "TN": 100423227, + "TP": 69789, + "n_pred": 135417, + "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": 0.675028696539921, + "FN": 674350, + "FP": 677218, + "IoU": 0.5094666539396937, + "TN": 97957497, + "TP": 1403735, + "n_pred": 2080953, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.21127267994469479, + "FN": 116295, + "FP": 301848, + "IoU": 0.11811340810636387, + "TN": 100238654, + "TP": 56003, + "n_pred": 357851, + "n_ref": 172298 + }, + "8": { + "Dice": 0.363011906319508, + "FN": 78255, + "FP": 19115, + "IoU": 0.22175598449426528, + "TN": 100587685, + "TP": 27745, + "n_pred": 46860, + "n_ref": 106000 + }, + "9": { + "Dice": 0.16964947342420228, + "FN": 86745, + "FP": 61167, + "IoU": 0.09268687661787979, + "TN": 100549778, + "TP": 15110, + "n_pred": 76277, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6685752319548359, + "FN": 36148, + "FP": 5181, + "IoU": 0.5021502138167802, + "TN": 78867685, + "TP": 41686, + "n_pred": 46867, + "n_ref": 77834 + }, + "10": { + "Dice": 0.5437873634688282, + "FN": 20797, + "FP": 9652, + "IoU": 0.3734257963618405, + "TN": 78902104, + "TP": 18147, + "n_pred": 27799, + "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": 0.0, + "FN": 27269, + "FP": 10990, + "IoU": 0.0, + "TN": 78912441, + "TP": 0, + "n_pred": 10990, + "n_ref": 27269 + }, + "15": { + "Dice": 0.5901713766882306, + "FN": 33119, + "FP": 2991, + "IoU": 0.4186121397520528, + "TN": 78888590, + "TP": 26000, + "n_pred": 28991, + "n_ref": 59119 + }, + "2": { + "Dice": 0.18553363381871377, + "FN": 87628, + "FP": 22057, + "IoU": 0.10225245134148538, + "TN": 78828522, + "TP": 12493, + "n_pred": 34550, + "n_ref": 100121 + }, + "3": { + "Dice": 0.16450903096887562, + "FN": 74098, + "FP": 33357, + "IoU": 0.08962671772540115, + "TN": 78832666, + "TP": 10579, + "n_pred": 43936, + "n_ref": 84677 + }, + "4": { + "Dice": 0.0, + "FN": 17128, + "FP": 0, + "IoU": 0.0, + "TN": 78933572, + "TP": 0, + "n_pred": 0, + "n_ref": 17128 + }, + "5": { + "Dice": 0.004015142824366181, + "FN": 34728, + "FP": 0, + "IoU": 0.0020116098626357837, + "TN": 78915902, + "TP": 70, + "n_pred": 70, + "n_ref": 34798 + }, + "6": { + "Dice": 0.7720803655154526, + "FN": 223370, + "FP": 62219, + "IoU": 0.6287710887851014, + "TN": 78181393, + "TP": 483718, + "n_pred": 545937, + "n_ref": 707088 + }, + "7": { + "Dice": 0.45391040771199287, + "FN": 492745, + "FP": 56744, + "IoU": 0.29358609615906267, + "TN": 78172843, + "TP": 228368, + "n_pred": 285112, + "n_ref": 721113 + }, + "8": { + "Dice": 0.25608092611146654, + "FN": 278073, + "FP": 30062, + "IoU": 0.1468422072708143, + "TN": 78589530, + "TP": 53035, + "n_pred": 83097, + "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_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7939769220502408, + "FN": 50046, + "FP": 893, + "IoU": 0.6583430587414651, + "TN": 104855346, + "TP": 98155, + "n_pred": 99048, + "n_ref": 148201 + }, + "10": { + "Dice": 0.4060735986198673, + "FN": 55222, + "FP": 38420, + "IoU": 0.2547630795677018, + "TN": 104878786, + "TP": 32012, + "n_pred": 70432, + "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": 0.004794257146519677, + "FN": 77631, + "FP": 5, + "IoU": 0.0024028886061961117, + "TN": 104926617, + "TP": 187, + "n_pred": 192, + "n_ref": 77818 + }, + "14": { + "Dice": 0.6441680416296485, + "FN": 19328, + "FP": 36744, + "IoU": 0.4751090558478273, + "TN": 104897614, + "TP": 50754, + "n_pred": 87498, + "n_ref": 70082 + }, + "15": { + "Dice": 0.6656534954407295, + "FN": 11877, + "FP": 663, + "IoU": 0.4988610478359909, + "TN": 104979417, + "TP": 12483, + "n_pred": 13146, + "n_ref": 24360 + }, + "2": { + "Dice": 0.5739966256712021, + "FN": 94372, + "FP": 18999, + "IoU": 0.40252122540830254, + "TN": 104814691, + "TP": 76378, + "n_pred": 95377, + "n_ref": 170750 + }, + "3": { + "Dice": 0.5140851982724775, + "FN": 80218, + "FP": 58396, + "IoU": 0.3459721901113056, + "TN": 104792501, + "TP": 73325, + "n_pred": 131721, + "n_ref": 153543 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 105004440, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.07393625133445172, + "FN": 28868, + "FP": 1493, + "IoU": 0.03838722959490704, + "TN": 104972867, + "TP": 1212, + "n_pred": 2705, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9384541974945463, + "FN": 92214, + "FP": 57793, + "IoU": 0.8840449420831513, + "TN": 103710775, + "TP": 1143658, + "n_pred": 1201451, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.5062015014530568, + "FN": 121836, + "FP": 89371, + "IoU": 0.338868663976736, + "TN": 104684977, + "TP": 108256, + "n_pred": 197627, + "n_ref": 230092 + }, + "8": { + "Dice": 0.5700329295114038, + "FN": 201986, + "FP": 45709, + "IoU": 0.39863360581907176, + "TN": 104592553, + "TP": 164192, + "n_pred": 209901, + "n_ref": 366178 + }, + "9": { + "Dice": 0.22561207016244736, + "FN": 81367, + "FP": 2294, + "IoU": 0.12714923629079375, + "TN": 104908592, + "TP": 12187, + "n_pred": 14481, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2728164340681917, + "FN": 352056, + "FP": 127, + "IoU": 0.1579545101339639, + "TN": 177258041, + "TP": 66064, + "n_pred": 66191, + "n_ref": 418120 + }, + "10": { + "Dice": 0.1626766798937461, + "FN": 62040, + "FP": 40090, + "IoU": 0.08854003980330385, + "TN": 177564237, + "TP": 9921, + "n_pred": 50011, + "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": 0.0, + "FN": 77083, + "FP": 0, + "IoU": 0.0, + "TN": 177599205, + "TP": 0, + "n_pred": 0, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8249864351600651, + "FN": 15427, + "FP": 10377, + "IoU": 0.702108009512595, + "TN": 177589666, + "TP": 60818, + "n_pred": 71195, + "n_ref": 76245 + }, + "15": { + "Dice": 0.7116367275983775, + "FN": 9660, + "FP": 1288, + "IoU": 0.5523571983481212, + "TN": 177651831, + "TP": 13509, + "n_pred": 14797, + "n_ref": 23169 + }, + "2": { + "Dice": 0.3686666859439609, + "FN": 150618, + "FP": 67716, + "IoU": 0.22599102388667125, + "TN": 177394206, + "TP": 63748, + "n_pred": 131464, + "n_ref": 214366 + }, + "3": { + "Dice": 0.3286098185276677, + "FN": 155564, + "FP": 54800, + "IoU": 0.19660868070805249, + "TN": 177414443, + "TP": 51481, + "n_pred": 106281, + "n_ref": 207045 + }, + "4": { + "Dice": 0.0, + "FN": 34433, + "FP": 0, + "IoU": 0.0, + "TN": 177641855, + "TP": 0, + "n_pred": 0, + "n_ref": 34433 + }, + "5": { + "Dice": 0.29813565198837116, + "FN": 25592, + "FP": 723, + "IoU": 0.17518179538615847, + "TN": 177644384, + "TP": 5589, + "n_pred": 6312, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8137778914690229, + "FN": 237208, + "FP": 480584, + "IoU": 0.6860248899565775, + "TN": 175390145, + "TP": 1568351, + "n_pred": 2048935, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.6059774829057837, + "FN": 140647, + "FP": 155258, + "IoU": 0.4346970550869719, + "TN": 177152843, + "TP": 227540, + "n_pred": 382798, + "n_ref": 368187 + }, + "8": { + "Dice": 0.6190171113841623, + "FN": 69972, + "FP": 89400, + "IoU": 0.4482438678183801, + "TN": 177387443, + "TP": 129473, + "n_pred": 218873, + "n_ref": 199445 + }, + "9": { + "Dice": 0.12665905134899913, + "FN": 125910, + "FP": 2534, + "IoU": 0.06761131839893146, + "TN": 177538530, + "TP": 9314, + "n_pred": 11848, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7429738616360556, + "FN": 75211, + "FP": 2177, + "IoU": 0.5910568117565618, + "TN": 193816296, + "TP": 111851, + "n_pred": 114028, + "n_ref": 187062 + }, + "10": { + "Dice": 0.41151510668486774, + "FN": 56448, + "FP": 31065, + "IoU": 0.2590613914030023, + "TN": 193887424, + "TP": 30598, + "n_pred": 61663, + "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": 0.04463934497880214, + "FN": 65345, + "FP": 230, + "IoU": 0.022829213047819156, + "TN": 193938428, + "TP": 1532, + "n_pred": 1762, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7134563054361147, + "FN": 7209, + "FP": 47969, + "IoU": 0.5545527201685625, + "TN": 193881664, + "TP": 68693, + "n_pred": 116662, + "n_ref": 75902 + }, + "15": { + "Dice": 0.6284869976359339, + "FN": 10332, + "FP": 2240, + "IoU": 0.45824355770059466, + "TN": 193982329, + "TP": 10634, + "n_pred": 12874, + "n_ref": 20966 + }, + "2": { + "Dice": 0.6696270041406971, + "FN": 38391, + "FP": 60784, + "IoU": 0.5033377903977805, + "TN": 193805852, + "TP": 100508, + "n_pred": 161292, + "n_ref": 138899 + }, + "3": { + "Dice": 0.25009890470108176, + "FN": 112429, + "FP": 20257, + "IoU": 0.14292173733302327, + "TN": 193850723, + "TP": 22126, + "n_pred": 42383, + "n_ref": 134555 + }, + "4": { + "Dice": 0.0, + "FN": 21029, + "FP": 0, + "IoU": 0.0, + "TN": 193984506, + "TP": 0, + "n_pred": 0, + "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": 0.797540019732012, + "FN": 247815, + "FP": 329645, + "IoU": 0.6632570171310543, + "TN": 192290696, + "TP": 1137379, + "n_pred": 1467024, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.6419053315844853, + "FN": 143833, + "FP": 54921, + "IoU": 0.47265138912105026, + "TN": 193628642, + "TP": 178139, + "n_pred": 233060, + "n_ref": 321972 + }, + "8": { + "Dice": 0.4633916407342063, + "FN": 163001, + "FP": 18576, + "IoU": 0.30156782496980516, + "TN": 193745557, + "TP": 78401, + "n_pred": 96977, + "n_ref": 241402 + }, + "9": { + "Dice": 0.3106902637981205, + "FN": 78878, + "FP": 7822, + "IoU": 0.1839155112529297, + "TN": 193899296, + "TP": 19539, + "n_pred": 27361, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.23262595640248304, + "FN": 98339, + "FP": 7973, + "IoU": 0.13162236779769004, + "TN": 99533374, + "TP": 16114, + "n_pred": 24087, + "n_ref": 114453 + }, + "10": { + "Dice": 0.45725360358541606, + "FN": 43373, + "FP": 23838, + "IoU": 0.2963893512557185, + "TN": 99560277, + "TP": 28312, + "n_pred": 52150, + "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": 505, + "IoU": 0.0, + "TN": 99609864, + "TP": 0, + "n_pred": 505, + "n_ref": 45431 + }, + "14": { + "Dice": 0.43286815777735294, + "FN": 33761, + "FP": 19639, + "IoU": 0.27621680966128576, + "TN": 99582021, + "TP": 20379, + "n_pred": 40018, + "n_ref": 54140 + }, + "15": { + "Dice": 0.6599492882119952, + "FN": 18036, + "FP": 2483, + "IoU": 0.49248083106604007, + "TN": 99615370, + "TP": 19911, + "n_pred": 22394, + "n_ref": 37947 + }, + "2": { + "Dice": 0.653198419505327, + "FN": 48874, + "FP": 21079, + "IoU": 0.48499974232686205, + "TN": 99519969, + "TP": 65878, + "n_pred": 86957, + "n_ref": 114752 + }, + "3": { + "Dice": 0.7136704718560172, + "FN": 28939, + "FP": 47186, + "IoU": 0.5548115441971988, + "TN": 99484805, + "TP": 94870, + "n_pred": 142056, + "n_ref": 123809 + }, + "4": { + "Dice": 0.0, + "FN": 18906, + "FP": 0, + "IoU": 0.0, + "TN": 99636894, + "TP": 0, + "n_pred": 0, + "n_ref": 18906 + }, + "5": { + "Dice": 0.0, + "FN": 6966, + "FP": 2906, + "IoU": 0.0, + "TN": 99645928, + "TP": 0, + "n_pred": 2906, + "n_ref": 6966 + }, + "6": { + "Dice": 0.8814300658201422, + "FN": 168559, + "FP": 150401, + "IoU": 0.7879972801757916, + "TN": 98151291, + "TP": 1185549, + "n_pred": 1335950, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.5027376997771543, + "FN": 76395, + "FP": 102788, + "IoU": 0.3357712938489997, + "TN": 99386039, + "TP": 90578, + "n_pred": 193366, + "n_ref": 166973 + }, + "8": { + "Dice": 0.6361286507315771, + "FN": 34229, + "FP": 42069, + "IoU": 0.4664139701100069, + "TN": 99512809, + "TP": 66693, + "n_pred": 108762, + "n_ref": 100922 + }, + "9": { + "Dice": 0.23281286836044465, + "FN": 82696, + "FP": 1914, + "IoU": 0.13174205730235614, + "TN": 99558352, + "TP": 12838, + "n_pred": 14752, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.23907306209345905, + "FN": 385998, + "FP": 1797, + "IoU": 0.13576546360161795, + "TN": 62634805, + "TP": 60920, + "n_pred": 62717, + "n_ref": 446918 + }, + "10": { + "Dice": 0.3011463160462074, + "FN": 57263, + "FP": 5775, + "IoU": 0.1772644218219786, + "TN": 63006900, + "TP": 13582, + "n_pred": 19357, + "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": 2, + "IoU": 0.0, + "TN": 63037863, + "TP": 0, + "n_pred": 2, + "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": 0.5944819087392599, + "FN": 37139, + "FP": 81325, + "IoU": 0.4229628294617067, + "TN": 62878223, + "TP": 86833, + "n_pred": 168158, + "n_ref": 123972 + }, + "3": { + "Dice": 0.44233781926866955, + "FN": 86224, + "FP": 18075, + "IoU": 0.28397545035149385, + "TN": 62937856, + "TP": 41365, + "n_pred": 59440, + "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": 0.6507364178040727, + "FN": 411106, + "FP": 360229, + "IoU": 0.48229006280966885, + "TN": 61593622, + "TP": 718563, + "n_pred": 1078792, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.3417666372687571, + "FN": 92329, + "FP": 155459, + "IoU": 0.20610285919337681, + "TN": 62771404, + "TP": 64328, + "n_pred": 219787, + "n_ref": 156657 + }, + "8": { + "Dice": 0.3602573677256276, + "FN": 74332, + "FP": 59300, + "IoU": 0.21970360508706163, + "TN": 62912262, + "TP": 37626, + "n_pred": 96926, + "n_ref": 111958 + }, + "9": { + "Dice": 0.31383307573415764, + "FN": 34767, + "FP": 749, + "IoU": 0.186122187084651, + "TN": 63039882, + "TP": 8122, + "n_pred": 8871, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6430660369874822, + "FN": 130093, + "FP": 72386, + "IoU": 0.4739110778536464, + "TN": 109223942, + "TP": 182397, + "n_pred": 254783, + "n_ref": 312490 + }, + "10": { + "Dice": 0.4128145366653718, + "FN": 49670, + "FP": 59166, + "IoU": 0.260092185949121, + "TN": 109461724, + "TP": 38258, + "n_pred": 97424, + "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": 0.012105007292173068, + "FN": 80281, + "FP": 1003, + "IoU": 0.00608935951676408, + "TN": 109527036, + "TP": 498, + "n_pred": 1501, + "n_ref": 80779 + }, + "14": { + "Dice": 0.4691556669099351, + "FN": 56095, + "FP": 36282, + "IoU": 0.306468565594078, + "TN": 109475620, + "TP": 40821, + "n_pred": 77103, + "n_ref": 96916 + }, + "15": { + "Dice": 0.1229961428841157, + "FN": 96701, + "FP": 842, + "IoU": 0.06552791163312034, + "TN": 109504435, + "TP": 6840, + "n_pred": 7682, + "n_ref": 103541 + }, + "2": { + "Dice": 0.31352327955337944, + "FN": 170678, + "FP": 19301, + "IoU": 0.18590430318560863, + "TN": 109375456, + "TP": 43383, + "n_pred": 62684, + "n_ref": 214061 + }, + "3": { + "Dice": 0.5529909949943147, + "FN": 76443, + "FP": 197173, + "IoU": 0.3821614054102877, + "TN": 109165958, + "TP": 169244, + "n_pred": 366417, + "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": 0.0, + "FN": 10552, + "FP": 0, + "IoU": 0.0, + "TN": 109598266, + "TP": 0, + "n_pred": 0, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8254640775037628, + "FN": 189238, + "FP": 259534, + "IoU": 0.7028001968210618, + "TN": 108098817, + "TP": 1061229, + "n_pred": 1320763, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.8099924579903011, + "FN": 278646, + "FP": 152662, + "IoU": 0.680661617171246, + "TN": 108258188, + "TP": 919322, + "n_pred": 1071984, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.7157731435902026, + "FN": 29438, + "FP": 18197, + "IoU": 0.5573572457371184, + "TN": 109501203, + "TP": 59980, + "n_pred": 78177, + "n_ref": 89418 + }, + "9": { + "Dice": 0.2027876468980596, + "FN": 45926, + "FP": 26999, + "IoU": 0.1128345498783455, + "TN": 109526618, + "TP": 9275, + "n_pred": 36274, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5889930429273672, + "FN": 33674, + "FP": 1359, + "IoU": 0.4174274548931571, + "TN": 67007217, + "TP": 25102, + "n_pred": 26461, + "n_ref": 58776 + }, + "10": { + "Dice": 0.21698184938574672, + "FN": 68808, + "FP": 3279, + "IoU": 0.12169357295156868, + "TN": 66985277, + "TP": 9988, + "n_pred": 13267, + "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": 0.6746442509756829, + "FN": 19295, + "FP": 34893, + "IoU": 0.50902880337776, + "TN": 66956983, + "TP": 56181, + "n_pred": 91074, + "n_ref": 75476 + }, + "15": { + "Dice": 0.13625866050808313, + "FN": 28943, + "FP": 1725, + "IoU": 0.07311028500619579, + "TN": 67034265, + "TP": 2419, + "n_pred": 4144, + "n_ref": 31362 + }, + "2": { + "Dice": 0.28379844046717484, + "FN": 108751, + "FP": 79446, + "IoU": 0.16536428305334303, + "TN": 66841868, + "TP": 37287, + "n_pred": 116733, + "n_ref": 146038 + }, + "3": { + "Dice": 0.07501353258697532, + "FN": 152956, + "FP": 29887, + "IoU": 0.03896834282050069, + "TN": 66877095, + "TP": 7414, + "n_pred": 37301, + "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": 641, + "IoU": 0.0, + "TN": 67057790, + "TP": 0, + "n_pred": 641, + "n_ref": 8921 + }, + "6": { + "Dice": 0.8140460598743732, + "FN": 257242, + "FP": 118583, + "IoU": 0.6864061346161067, + "TN": 65868907, + "TP": 822620, + "n_pred": 941203, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.14186105087265558, + "FN": 316972, + "FP": 102089, + "IoU": 0.07634577109493298, + "TN": 66613653, + "TP": 34638, + "n_pred": 136727, + "n_ref": 351610 + }, + "8": { + "Dice": 0.7337161727390824, + "FN": 25280, + "FP": 18586, + "IoU": 0.579424736337488, + "TN": 66963052, + "TP": 60434, + "n_pred": 79020, + "n_ref": 85714 + }, + "9": { + "Dice": 0.231131508495875, + "FN": 66768, + "FP": 3595, + "IoU": 0.13066630425382078, + "TN": 66986413, + "TP": 10576, + "n_pred": 14171, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.10013210169374998, + "FN": 170022, + "FP": 13219, + "IoU": 0.05270477057011105, + "TN": 74325844, + "TP": 10195, + "n_pred": 23414, + "n_ref": 180217 + }, + "10": { + "Dice": 0.46173442025099215, + "FN": 38930, + "FP": 1216, + "IoU": 0.3001656062058747, + "TN": 74461915, + "TP": 17219, + "n_pred": 18435, + "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": 0.29662110680909953, + "FN": 22387, + "FP": 22848, + "IoU": 0.17413689226443685, + "TN": 74464507, + "TP": 9538, + "n_pred": 32386, + "n_ref": 31925 + }, + "15": { + "Dice": 0.0037873840929868096, + "FN": 30301, + "FP": 211, + "IoU": 0.001897284919856068, + "TN": 74488710, + "TP": 58, + "n_pred": 269, + "n_ref": 30359 + }, + "2": { + "Dice": 0.440789139925813, + "FN": 67054, + "FP": 120337, + "IoU": 0.28270014737124155, + "TN": 74258035, + "TP": 73854, + "n_pred": 194191, + "n_ref": 140908 + }, + "3": { + "Dice": 0.3098764242737408, + "FN": 120259, + "FP": 37339, + "IoU": 0.1833454243963105, + "TN": 74326300, + "TP": 35382, + "n_pred": 72721, + "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": 0.0067528458421763455, + "FN": 10119, + "FP": 177, + "IoU": 0.0033878617752395703, + "TN": 74508949, + "TP": 35, + "n_pred": 212, + "n_ref": 10154 + }, + "6": { + "Dice": 0.7846361034173283, + "FN": 428742, + "FP": 217483, + "IoU": 0.6455976729468, + "TN": 72695858, + "TP": 1177197, + "n_pred": 1394680, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.16658583133636584, + "FN": 138168, + "FP": 152231, + "IoU": 0.09086099266800658, + "TN": 74199858, + "TP": 29023, + "n_pred": 181254, + "n_ref": 167191 + }, + "8": { + "Dice": 0.024862348867571098, + "FN": 63503, + "FP": 5213, + "IoU": 0.012587653753304978, + "TN": 74449688, + "TP": 876, + "n_pred": 6089, + "n_ref": 64379 + }, + "9": { + "Dice": 0.11553421177964757, + "FN": 87036, + "FP": 2104, + "IoU": 0.06130873401992376, + "TN": 74424318, + "TP": 5822, + "n_pred": 7926, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6339621185447425, + "FN": 151483, + "FP": 299, + "IoU": 0.46408824173263374, + "TN": 65767958, + "TP": 131440, + "n_pred": 131739, + "n_ref": 282923 + }, + "10": { + "Dice": 0.3715895203453687, + "FN": 57840, + "FP": 29061, + "IoU": 0.22819155550029308, + "TN": 65938586, + "TP": 25693, + "n_pred": 54754, + "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": 0.03685078318219291, + "FN": 46732, + "FP": 0, + "IoU": 0.018771259396128167, + "TN": 66003554, + "TP": 894, + "n_pred": 894, + "n_ref": 47626 + }, + "14": { + "Dice": 0.6492716653315809, + "FN": 16927, + "FP": 28170, + "IoU": 0.4806826425914624, + "TN": 65964341, + "TP": 41742, + "n_pred": 69912, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7420327455036286, + "FN": 3431, + "FP": 11285, + "IoU": 0.589866503163234, + "TN": 66015299, + "TP": 21165, + "n_pred": 32450, + "n_ref": 24596 + }, + "2": { + "Dice": 0.35628820427303676, + "FN": 110405, + "FP": 10804, + "IoU": 0.21675831809399496, + "TN": 65896427, + "TP": 33544, + "n_pred": 44348, + "n_ref": 143949 + }, + "3": { + "Dice": 0.291498337164922, + "FN": 111117, + "FP": 111084, + "IoU": 0.17061636140360045, + "TN": 65783269, + "TP": 45710, + "n_pred": 156794, + "n_ref": 156827 + }, + "4": { + "Dice": 0.0, + "FN": 29528, + "FP": 0, + "IoU": 0.0, + "TN": 66021652, + "TP": 0, + "n_pred": 0, + "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": 0.884506632018004, + "FN": 51714, + "FP": 202059, + "IoU": 0.7929286335589221, + "TN": 64825646, + "TP": 971761, + "n_pred": 1173820, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.7654155095703067, + "FN": 361340, + "FP": 15748, + "IoU": 0.619978231950659, + "TN": 65058900, + "TP": 615192, + "n_pred": 630940, + "n_ref": 976532 + }, + "8": { + "Dice": 0.6650951453657203, + "FN": 32628, + "FP": 16387, + "IoU": 0.4982341198751088, + "TN": 65953495, + "TP": 48670, + "n_pred": 65057, + "n_ref": 81298 + }, + "9": { + "Dice": 0.23557817065878398, + "FN": 59645, + "FP": 8108, + "IoU": 0.1335157878582482, + "TN": 65972987, + "TP": 10440, + "n_pred": 18548, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8344513132405613, + "FN": 41003, + "FP": 3692, + "IoU": 0.7159300359735092, + "TN": 113315202, + "TP": 112643, + "n_pred": 116335, + "n_ref": 153646 + }, + "10": { + "Dice": 0.37473689423767426, + "FN": 50300, + "FP": 50700, + "IoU": 0.23056998765864734, + "TN": 113341274, + "TP": 30266, + "n_pred": 80966, + "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": 0, + "IoU": 0.0, + "TN": 113395664, + "TP": 0, + "n_pred": 0, + "n_ref": 76876 + }, + "14": { + "Dice": 0.7765903722776671, + "FN": 92132, + "FP": 6521, + "IoU": 0.6347754298153386, + "TN": 113202424, + "TP": 171463, + "n_pred": 177984, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7289460357999956, + "FN": 5329, + "FP": 6982, + "IoU": 0.5734973150874761, + "TN": 113443675, + "TP": 16554, + "n_pred": 23536, + "n_ref": 21883 + }, + "2": { + "Dice": 0.5843960198432118, + "FN": 66184, + "FP": 20442, + "IoU": 0.41282451026909783, + "TN": 113325010, + "TP": 60904, + "n_pred": 81346, + "n_ref": 127088 + }, + "3": { + "Dice": 0.6238680892027594, + "FN": 42207, + "FP": 51958, + "IoU": 0.45334904619814465, + "TN": 113300282, + "TP": 78093, + "n_pred": 130051, + "n_ref": 120300 + }, + "4": { + "Dice": 0.0, + "FN": 31092, + "FP": 0, + "IoU": 0.0, + "TN": 113441448, + "TP": 0, + "n_pred": 0, + "n_ref": 31092 + }, + "5": { + "Dice": 0.09024467747060692, + "FN": 31264, + "FP": 229, + "IoU": 0.047254575707154745, + "TN": 113439485, + "TP": 1562, + "n_pred": 1791, + "n_ref": 32826 + }, + "6": { + "Dice": 0.8714427479651147, + "FN": 196976, + "FP": 82328, + "IoU": 0.7721741598787556, + "TN": 112246586, + "TP": 946650, + "n_pred": 1028978, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.17818447416347452, + "FN": 190091, + "FP": 67572, + "IoU": 0.09780599168055575, + "TN": 113186944, + "TP": 27933, + "n_pred": 95505, + "n_ref": 218024 + }, + "8": { + "Dice": 0.45710175806053605, + "FN": 138627, + "FP": 41777, + "IoU": 0.29626176609414434, + "TN": 113216189, + "TP": 75947, + "n_pred": 117724, + "n_ref": 214574 + }, + "9": { + "Dice": 0.14756560159023638, + "FN": 97739, + "FP": 464, + "IoU": 0.07966036568793755, + "TN": 113365837, + "TP": 8500, + "n_pred": 8964, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5547328105051978, + "FN": 66356, + "FP": 31300, + "IoU": 0.3838271667255565, + "TN": 75038240, + "TP": 60832, + "n_pred": 92132, + "n_ref": 127188 + }, + "10": { + "Dice": 0.4976860962203976, + "FN": 63383, + "FP": 10643, + "IoU": 0.33127969791685485, + "TN": 75086030, + "TP": 36672, + "n_pred": 47315, + "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": 0, + "IoU": 0.0, + "TN": 75141468, + "TP": 0, + "n_pred": 0, + "n_ref": 55260 + }, + "14": { + "Dice": 0.8888481277811814, + "FN": 11910, + "FP": 18389, + "IoU": 0.7999339694278451, + "TN": 75045283, + "TP": 121146, + "n_pred": 139535, + "n_ref": 133056 + }, + "15": { + "Dice": 0.011684542909374481, + "FN": 73355, + "FP": 3954, + "IoU": 0.005876604171488825, + "TN": 75118962, + "TP": 457, + "n_pred": 4411, + "n_ref": 73812 + }, + "2": { + "Dice": 0.4947881320938316, + "FN": 77413, + "FP": 63288, + "IoU": 0.32871660305343514, + "TN": 74987128, + "TP": 68899, + "n_pred": 132187, + "n_ref": 146312 + }, + "3": { + "Dice": 0.1254681923003481, + "FN": 134702, + "FP": 43915, + "IoU": 0.0669330825889359, + "TN": 75005298, + "TP": 12813, + "n_pred": 56728, + "n_ref": 147515 + }, + "4": { + "Dice": 0.0, + "FN": 24963, + "FP": 0, + "IoU": 0.0, + "TN": 75171765, + "TP": 0, + "n_pred": 0, + "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": 0.936492544564864, + "FN": 85547, + "FP": 73272, + "IoU": 0.8805697973990191, + "TN": 73866922, + "TP": 1170987, + "n_pred": 1244259, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.6093042844212009, + "FN": 54881, + "FP": 69429, + "IoU": 0.43812911594943116, + "TN": 74975485, + "TP": 96933, + "n_pred": 166362, + "n_ref": 151814 + }, + "8": { + "Dice": 0.6896958564887747, + "FN": 33297, + "FP": 12992, + "IoU": 0.5263631805670668, + "TN": 75098997, + "TP": 51442, + "n_pred": 64434, + "n_ref": 84739 + }, + "9": { + "Dice": 0.0017843289371605895, + "FN": 77164, + "FP": 38, + "IoU": 0.0008929611367783515, + "TN": 75119457, + "TP": 69, + "n_pred": 107, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4639735891418919, + "FN": 149514, + "FP": 3759, + "IoU": 0.3020609449564679, + "TN": 86708264, + "TP": 66335, + "n_pred": 70094, + "n_ref": 215849 + }, + "10": { + "Dice": 0.4846131293183088, + "FN": 25026, + "FP": 68141, + "IoU": 0.31979499010725054, + "TN": 86790903, + "TP": 43802, + "n_pred": 111943, + "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": 35, + "IoU": 0.0, + "TN": 86872476, + "TP": 0, + "n_pred": 35, + "n_ref": 55361 + }, + "14": { + "Dice": 0.6905663417385, + "FN": 23274, + "FP": 30500, + "IoU": 0.5273778762150855, + "TN": 86814094, + "TP": 60004, + "n_pred": 90504, + "n_ref": 83278 + }, + "15": { + "Dice": 0.04705515363111735, + "FN": 158731, + "FP": 123, + "IoU": 0.02409446109991645, + "TN": 86765096, + "TP": 3922, + "n_pred": 4045, + "n_ref": 162653 + }, + "2": { + "Dice": 0.5080372317195729, + "FN": 75942, + "FP": 17557, + "IoU": 0.34051602527931385, + "TN": 86786096, + "TP": 48277, + "n_pred": 65834, + "n_ref": 124219 + }, + "3": { + "Dice": 0.6864230026464487, + "FN": 50390, + "FP": 59213, + "IoU": 0.5225601575159868, + "TN": 86698308, + "TP": 119961, + "n_pred": 179174, + "n_ref": 170351 + }, + "4": { + "Dice": 0.0, + "FN": 16522, + "FP": 0, + "IoU": 0.0, + "TN": 86911350, + "TP": 0, + "n_pred": 0, + "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": 0.8340703252778751, + "FN": 67966, + "FP": 372229, + "IoU": 0.7153693257499929, + "TN": 85381324, + "TP": 1106353, + "n_pred": 1478582, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.8023486235343504, + "FN": 284477, + "FP": 79482, + "IoU": 0.6699350406143527, + "TN": 85825183, + "TP": 738730, + "n_pred": 818212, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.669916910118754, + "FN": 19074, + "FP": 15726, + "IoU": 0.5036654591094504, + "TN": 86857758, + "TP": 35314, + "n_pred": 51040, + "n_ref": 54388 + }, + "9": { + "Dice": 0.30040133208094955, + "FN": 38447, + "FP": 18904, + "IoU": 0.1767483922829582, + "TN": 86858208, + "TP": 12313, + "n_pred": 31217, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7296458796100821, + "FN": 28844, + "FP": 15337, + "IoU": 0.574364161849711, + "TN": 37645800, + "TP": 59619, + "n_pred": 74956, + "n_ref": 88463 + }, + "10": { + "Dice": 0.012869618507737091, + "FN": 58824, + "FP": 5606, + "IoU": 0.006476484194294526, + "TN": 37684750, + "TP": 420, + "n_pred": 6026, + "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": 0.3754923392377729, + "FN": 22720, + "FP": 235251, + "IoU": 0.2311422397734893, + "TN": 37414075, + "TP": 77554, + "n_pred": 312805, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 98, + "IoU": 0.0, + "TN": 37749502, + "TP": 0, + "n_pred": 98, + "n_ref": 0 + }, + "2": { + "Dice": 0.48525832259025353, + "FN": 48099, + "FP": 62502, + "IoU": 0.32035714724642667, + "TN": 37586866, + "TP": 52133, + "n_pred": 114635, + "n_ref": 100232 + }, + "3": { + "Dice": 0.06809995594751708, + "FN": 84757, + "FP": 23130, + "IoU": 0.03525024814672401, + "TN": 37637771, + "TP": 3942, + "n_pred": 27072, + "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": 0.8762786404881707, + "FN": 142480, + "FP": 26959, + "IoU": 0.7798006445911525, + "TN": 36980120, + "TP": 600041, + "n_pred": 627000, + "n_ref": 742521 + }, + "7": { + "Dice": 0.20738963671630037, + "FN": 288407, + "FP": 146381, + "IoU": 0.11569141904122685, + "TN": 37257930, + "TP": 56882, + "n_pred": 203263, + "n_ref": 345289 + }, + "8": { + "Dice": 0.05080335107365311, + "FN": 75060, + "FP": 38014, + "IoU": 0.026063738156761412, + "TN": 37633500, + "TP": 3026, + "n_pred": 41040, + "n_ref": 78086 + }, + "9": { + "Dice": 0.0, + "FN": 54771, + "FP": 366, + "IoU": 0.0, + "TN": 37694463, + "TP": 0, + "n_pred": 366, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6208028249467726, + "FN": 108364, + "FP": 1169, + "IoU": 0.450118979487334, + "TN": 75707494, + "TP": 89661, + "n_pred": 90830, + "n_ref": 198025 + }, + "10": { + "Dice": 0.4076791625339085, + "FN": 79996, + "FP": 19136, + "IoU": 0.25602827831020586, + "TN": 75773441, + "TP": 34115, + "n_pred": 53251, + "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": 0.7954633142563179, + "FN": 24718, + "FP": 26174, + "IoU": 0.6603894457271744, + "TN": 75756834, + "TP": 98962, + "n_pred": 125136, + "n_ref": 123680 + }, + "15": { + "Dice": 0.1287462016643165, + "FN": 174304, + "FP": 1170, + "IoU": 0.06880210572121483, + "TN": 75718249, + "TP": 12965, + "n_pred": 14135, + "n_ref": 187269 + }, + "2": { + "Dice": 0.35615648809758793, + "FN": 147604, + "FP": 15488, + "IoU": 0.21666082295474084, + "TN": 75698487, + "TP": 45109, + "n_pred": 60597, + "n_ref": 192713 + }, + "3": { + "Dice": 0.6687300640789013, + "FN": 39280, + "FP": 170714, + "IoU": 0.5023249200142197, + "TN": 75484738, + "TP": 211956, + "n_pred": 382670, + "n_ref": 251236 + }, + "4": { + "Dice": 0.0, + "FN": 30177, + "FP": 0, + "IoU": 0.0, + "TN": 75876511, + "TP": 0, + "n_pred": 0, + "n_ref": 30177 + }, + "5": { + "Dice": 0.39285714285714285, + "FN": 7165, + "FP": 451, + "IoU": 0.24444444444444444, + "TN": 75896608, + "TP": 2464, + "n_pred": 2915, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9071822670409954, + "FN": 177079, + "FP": 135976, + "IoU": 0.8301313564748194, + "TN": 74063764, + "TP": 1529869, + "n_pred": 1665845, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.578242178377116, + "FN": 140034, + "FP": 55002, + "IoU": 0.40670933515039426, + "TN": 75577952, + "TP": 133700, + "n_pred": 188702, + "n_ref": 273734 + }, + "8": { + "Dice": 0.8128110559486478, + "FN": 25522, + "FP": 4981, + "IoU": 0.6846518071292697, + "TN": 75809960, + "TP": 66225, + "n_pred": 71206, + "n_ref": 91747 + }, + "9": { + "Dice": 0.35977064573231743, + "FN": 59048, + "FP": 7500, + "IoU": 0.21934166999038077, + "TN": 75821442, + "TP": 18698, + "n_pred": 26198, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7262185458621623, + "FN": 38684, + "FP": 3814, + "IoU": 0.5701280572919828, + "TN": 61288888, + "TP": 56364, + "n_pred": 60178, + "n_ref": 95048 + }, + "10": { + "Dice": 0.5598476918892634, + "FN": 44089, + "FP": 9316, + "IoU": 0.3887420023120329, + "TN": 61300381, + "TP": 33964, + "n_pred": 43280, + "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": 0.7311730411011926, + "FN": 6011, + "FP": 38439, + "IoU": 0.5762590682465991, + "TN": 61282851, + "TP": 60449, + "n_pred": 98888, + "n_ref": 66460 + }, + "15": { + "Dice": 0.73665791776028, + "FN": 17471, + "FP": 589, + "IoU": 0.5831024930747922, + "TN": 61344430, + "TP": 25260, + "n_pred": 25849, + "n_ref": 42731 + }, + "2": { + "Dice": 0.6349169624975598, + "FN": 45348, + "FP": 55642, + "IoU": 0.4651123375316462, + "TN": 61198944, + "TP": 87816, + "n_pred": 143458, + "n_ref": 133164 + }, + "3": { + "Dice": 0.5145841866282629, + "FN": 75199, + "FP": 35020, + "IoU": 0.3464243358633776, + "TN": 61219110, + "TP": 58421, + "n_pred": 93441, + "n_ref": 133620 + }, + "4": { + "Dice": 0.0, + "FN": 18976, + "FP": 0, + "IoU": 0.0, + "TN": 61368774, + "TP": 0, + "n_pred": 0, + "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": 0.8464159753837295, + "FN": 242082, + "FP": 31042, + "IoU": 0.7337271991654724, + "TN": 60362020, + "TP": 752606, + "n_pred": 783648, + "n_ref": 994688 + }, + "7": { + "Dice": 0.2434159149464726, + "FN": 140549, + "FP": 105533, + "IoU": 0.13857344889872159, + "TN": 61102082, + "TP": 39586, + "n_pred": 145119, + "n_ref": 180135 + }, + "8": { + "Dice": 0.37639713612789927, + "FN": 182228, + "FP": 30120, + "IoU": 0.23182832729811564, + "TN": 61111317, + "TP": 64085, + "n_pred": 94205, + "n_ref": 246313 + }, + "9": { + "Dice": 0.21659674794948142, + "FN": 69933, + "FP": 842, + "IoU": 0.12145135863156196, + "TN": 61307191, + "TP": 9784, + "n_pred": 10626, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.752309799443438, + "FN": 73187, + "FP": 778, + "IoU": 0.6029620166190711, + "TN": 39562508, + "TP": 112327, + "n_pred": 113105, + "n_ref": 185514 + }, + "10": { + "Dice": 0.549780087964814, + "FN": 27082, + "FP": 13454, + "IoU": 0.3791011855527985, + "TN": 39683514, + "TP": 24750, + "n_pred": 38204, + "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": 0.03172693447407705, + "FN": 43099, + "FP": 360, + "IoU": 0.016119173213194178, + "TN": 39704629, + "TP": 712, + "n_pred": 1072, + "n_ref": 43811 + }, + "14": { + "Dice": 0.20307938166507883, + "FN": 26725, + "FP": 25137, + "IoU": 0.11301522148110142, + "TN": 39690330, + "TP": 6608, + "n_pred": 31745, + "n_ref": 33333 + }, + "15": { + "Dice": 0.0, + "FN": 51716, + "FP": 2042, + "IoU": 0.0, + "TN": 39695042, + "TP": 0, + "n_pred": 2042, + "n_ref": 51716 + }, + "2": { + "Dice": 0.6003907581757625, + "FN": 26273, + "FP": 95627, + "IoU": 0.428970272726421, + "TN": 39535326, + "TP": 91574, + "n_pred": 187201, + "n_ref": 117847 + }, + "3": { + "Dice": 0.20925429070312168, + "FN": 114621, + "FP": 33919, + "IoU": 0.11685315766317467, + "TN": 39580606, + "TP": 19654, + "n_pred": 53573, + "n_ref": 134275 + }, + "4": { + "Dice": 0.0, + "FN": 23773, + "FP": 0, + "IoU": 0.0, + "TN": 39725027, + "TP": 0, + "n_pred": 0, + "n_ref": 23773 + }, + "5": { + "Dice": 0.04319136172765447, + "FN": 6380, + "FP": 0, + "IoU": 0.022072348252605765, + "TN": 39742276, + "TP": 144, + "n_pred": 144, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9279865753331465, + "FN": 68601, + "FP": 64776, + "IoU": 0.8656482782587673, + "TN": 38756055, + "TP": 859368, + "n_pred": 924144, + "n_ref": 927969 + }, + "7": { + "Dice": 0.6383277712652775, + "FN": 380040, + "FP": 18887, + "IoU": 0.46878225008555635, + "TN": 38997833, + "TP": 352040, + "n_pred": 370927, + "n_ref": 732080 + }, + "8": { + "Dice": 0.7454621653084983, + "FN": 9512, + "FP": 17819, + "IoU": 0.594212581473728, + "TN": 39681447, + "TP": 40022, + "n_pred": 57841, + "n_ref": 49534 + }, + "9": { + "Dice": 0.02481368741471607, + "FN": 41038, + "FP": 5415, + "IoU": 0.012562707252784628, + "TN": 39701756, + "TP": 591, + "n_pred": 6006, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7502285878704562, + "FN": 38290, + "FP": 773, + "IoU": 0.600292645990443, + "TN": 101298879, + "TP": 58666, + "n_pred": 59439, + "n_ref": 96956 + }, + "10": { + "Dice": 0.19188421968068523, + "FN": 70697, + "FP": 27801, + "IoU": 0.10612385654130971, + "TN": 101286416, + "TP": 11694, + "n_pred": 39495, + "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": 0, + "IoU": 0.0, + "TN": 101346663, + "TP": 0, + "n_pred": 0, + "n_ref": 49945 + }, + "14": { + "Dice": 0.8104517805943353, + "FN": 54580, + "FP": 2010, + "IoU": 0.6813105743618045, + "TN": 101219037, + "TP": 120981, + "n_pred": 122991, + "n_ref": 175561 + }, + "15": { + "Dice": 0.5326461398776938, + "FN": 16901, + "FP": 600, + "IoU": 0.362997743320958, + "TN": 101369134, + "TP": 9973, + "n_pred": 10573, + "n_ref": 26874 + }, + "2": { + "Dice": 0.3811600453023042, + "FN": 134454, + "FP": 19087, + "IoU": 0.23545258084112614, + "TN": 101195782, + "TP": 47285, + "n_pred": 66372, + "n_ref": 181739 + }, + "3": { + "Dice": 0.11710839260735183, + "FN": 151395, + "FP": 86554, + "IoU": 0.06219603515548024, + "TN": 101142878, + "TP": 15781, + "n_pred": 102335, + "n_ref": 167176 + }, + "4": { + "Dice": 0.0, + "FN": 10146, + "FP": 0, + "IoU": 0.0, + "TN": 101386462, + "TP": 0, + "n_pred": 0, + "n_ref": 10146 + }, + "5": { + "Dice": 0.03403499873193, + "FN": 37845, + "FP": 243, + "IoU": 0.01731210815552517, + "TN": 101357849, + "TP": 671, + "n_pred": 914, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9161923067445357, + "FN": 250378, + "FP": 38707, + "IoU": 0.8453458232913464, + "TN": 99527373, + "TP": 1580150, + "n_pred": 1618857, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.39802238449898436, + "FN": 329634, + "FP": 67785, + "IoU": 0.248456895182336, + "TN": 100867804, + "TP": 131385, + "n_pred": 199170, + "n_ref": 461019 + }, + "8": { + "Dice": 0.6145457811699646, + "FN": 129145, + "FP": 29634, + "IoU": 0.4435698941311288, + "TN": 101111255, + "TP": 126574, + "n_pred": 156208, + "n_ref": 255719 + }, + "9": { + "Dice": 0.3713665551234512, + "FN": 66088, + "FP": 3420, + "IoU": 0.22802341207698887, + "TN": 101306569, + "TP": 20531, + "n_pred": 23951, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2675894253128993, + "FN": 183279, + "FP": 1287, + "IoU": 0.15446074344196956, + "TN": 73665222, + "TP": 33716, + "n_pred": 35003, + "n_ref": 216995 + }, + "10": { + "Dice": 0.023003789641646167, + "FN": 74111, + "FP": 72839, + "IoU": 0.011635727737422653, + "TN": 73734824, + "TP": 1730, + "n_pred": 74569, + "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": 9.5819093551375e-05, + "FN": 61236, + "FP": 1376, + "IoU": 4.7911842210332984e-05, + "TN": 73820889, + "TP": 3, + "n_pred": 1379, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6557100569348244, + "FN": 44767, + "FP": 14434, + "IoU": 0.487774278396899, + "TN": 73767928, + "TP": 56375, + "n_pred": 70809, + "n_ref": 101142 + }, + "15": { + "Dice": 0.00024302211501246612, + "FN": 222148, + "FP": 0, + "IoU": 0.0001215258242376505, + "TN": 73661329, + "TP": 27, + "n_pred": 27, + "n_ref": 222175 + }, + "2": { + "Dice": 0.0012889350174418387, + "FN": 190878, + "FP": 75665, + "IoU": 0.0006448831149354179, + "TN": 73616789, + "TP": 172, + "n_pred": 75837, + "n_ref": 191050 + }, + "3": { + "Dice": 0.5214030064423765, + "FN": 87376, + "FP": 96489, + "IoU": 0.35263361735089077, + "TN": 73599484, + "TP": 100155, + "n_pred": 196644, + "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": 0.0, + "FN": 15128, + "FP": 0, + "IoU": 0.0, + "TN": 73868376, + "TP": 0, + "n_pred": 0, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6666730564398838, + "FN": 344982, + "FP": 1011326, + "IoU": 0.500007188529319, + "TN": 71170849, + "TP": 1356347, + "n_pred": 2367673, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.15450900795882075, + "FN": 138800, + "FP": 231104, + "IoU": 0.08372243951617897, + "TN": 73479801, + "TP": 33799, + "n_pred": 264903, + "n_ref": 172599 + }, + "8": { + "Dice": 0.43848642077155203, + "FN": 49150, + "FP": 28445, + "IoU": 0.2808085863641419, + "TN": 73775612, + "TP": 30297, + "n_pred": 58742, + "n_ref": 79447 + }, + "9": { + "Dice": 0.4719550878606314, + "FN": 52687, + "FP": 31213, + "IoU": 0.3088620524902384, + "TN": 73762110, + "TP": 37494, + "n_pred": 68707, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.23001286528211726, + "FN": 162312, + "FP": 5268, + "IoU": 0.1299517159026011, + "TN": 69303166, + "TP": 25030, + "n_pred": 30298, + "n_ref": 187342 + }, + "10": { + "Dice": 0.31278462137800406, + "FN": 44189, + "FP": 58125, + "IoU": 0.18538511759741397, + "TN": 69370178, + "TP": 23284, + "n_pred": 81409, + "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": 0.04719690035234668, + "FN": 75936, + "FP": 51, + "IoU": 0.024168796311754358, + "TN": 69417907, + "TP": 1882, + "n_pred": 1933, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7895590529945483, + "FN": 48568, + "FP": 6053, + "IoU": 0.6522904359339988, + "TN": 69338688, + "TP": 102467, + "n_pred": 108520, + "n_ref": 151035 + }, + "15": { + "Dice": 0.24188167571558064, + "FN": 81054, + "FP": 73, + "IoU": 0.13757986159095983, + "TN": 69401707, + "TP": 12942, + "n_pred": 13015, + "n_ref": 93996 + }, + "2": { + "Dice": 0.32570544112394334, + "FN": 115955, + "FP": 25630, + "IoU": 0.19453293890089884, + "TN": 69319996, + "TP": 34195, + "n_pred": 59825, + "n_ref": 150150 + }, + "3": { + "Dice": 0.39572040035382516, + "FN": 111504, + "FP": 74993, + "IoU": 0.246665481778302, + "TN": 69248214, + "TP": 61065, + "n_pred": 136058, + "n_ref": 172569 + }, + "4": { + "Dice": 0.0, + "FN": 37119, + "FP": 0, + "IoU": 0.0, + "TN": 69458657, + "TP": 0, + "n_pred": 0, + "n_ref": 37119 + }, + "5": { + "Dice": 0.3899566808260083, + "FN": 14457, + "FP": 48, + "IoU": 0.2422026017449454, + "TN": 69476635, + "TP": 4636, + "n_pred": 4684, + "n_ref": 19093 + }, + "6": { + "Dice": 0.8987937073109483, + "FN": 128969, + "FP": 168460, + "IoU": 0.8161901301128337, + "TN": 67877642, + "TP": 1320705, + "n_pred": 1489165, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.560358680342016, + "FN": 157638, + "FP": 86133, + "IoU": 0.3892349244846213, + "TN": 69096652, + "TP": 155353, + "n_pred": 241486, + "n_ref": 312991 + }, + "8": { + "Dice": 0.5506125447264283, + "FN": 30594, + "FP": 64229, + "IoU": 0.37989327334318634, + "TN": 69342862, + "TP": 58091, + "n_pred": 122320, + "n_ref": 88685 + }, + "9": { + "Dice": 0.1504232841250962, + "FN": 72844, + "FP": 12157, + "IoU": 0.0813284914510516, + "TN": 69403250, + "TP": 7525, + "n_pred": 19682, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5281615188621435, + "FN": 128719, + "FP": 2948, + "IoU": 0.35884475479526096, + "TN": 50628193, + "TP": 73692, + "n_pred": 76640, + "n_ref": 202411 + }, + "10": { + "Dice": 0.30889627071184694, + "FN": 52453, + "FP": 52196, + "IoU": 0.18265956449748508, + "TN": 50705516, + "TP": 23387, + "n_pred": 75583, + "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": 836, + "IoU": 0.0, + "TN": 50784453, + "TP": 0, + "n_pred": 836, + "n_ref": 48263 + }, + "14": { + "Dice": 0.0, + "FN": 50737, + "FP": 82299, + "IoU": 0.0, + "TN": 50700516, + "TP": 0, + "n_pred": 82299, + "n_ref": 50737 + }, + "15": { + "Dice": 0.0, + "FN": 34756, + "FP": 577, + "IoU": 0.0, + "TN": 50798219, + "TP": 0, + "n_pred": 577, + "n_ref": 34756 + }, + "2": { + "Dice": 0.6851946228701103, + "FN": 69555, + "FP": 61399, + "IoU": 0.5211376792250676, + "TN": 50560083, + "TP": 142515, + "n_pred": 203914, + "n_ref": 212070 + }, + "3": { + "Dice": 0.47085374872204333, + "FN": 123229, + "FP": 56368, + "IoU": 0.30791936894756516, + "TN": 50574049, + "TP": 79906, + "n_pred": 136274, + "n_ref": 203135 + }, + "4": { + "Dice": 0.0, + "FN": 17965, + "FP": 0, + "IoU": 0.0, + "TN": 50815587, + "TP": 0, + "n_pred": 0, + "n_ref": 17965 + }, + "5": { + "Dice": 0.11075158111486984, + "FN": 12091, + "FP": 1, + "IoU": 0.058622031919034645, + "TN": 50820707, + "TP": 753, + "n_pred": 754, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9164326774187693, + "FN": 227319, + "FP": 131787, + "IoU": 0.8457551813538268, + "TN": 48505396, + "TP": 1969050, + "n_pred": 2100837, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.3705404497644154, + "FN": 130728, + "FP": 200989, + "IoU": 0.22740082729322328, + "TN": 50404200, + "TP": 97635, + "n_pred": 298624, + "n_ref": 228363 + }, + "8": { + "Dice": 0.787667676131742, + "FN": 17223, + "FP": 28982, + "IoU": 0.6497126741770655, + "TN": 50701646, + "TP": 85701, + "n_pred": 114683, + "n_ref": 102924 + }, + "9": { + "Dice": 0.2867846663788625, + "FN": 95521, + "FP": 1952, + "IoU": 0.16739557529683097, + "TN": 50716482, + "TP": 19597, + "n_pred": 21549, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3076540225390167, + "FN": 173010, + "FP": 2265, + "IoU": 0.18179144609696665, + "TN": 76670642, + "TP": 38943, + "n_pred": 41208, + "n_ref": 211953 + }, + "10": { + "Dice": 0.38734553620452455, + "FN": 33566, + "FP": 65741, + "IoU": 0.2401912777352716, + "TN": 76754160, + "TP": 31393, + "n_pred": 97134, + "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": 0.054771378398203924, + "FN": 41551, + "FP": 972, + "IoU": 0.028156782082047766, + "TN": 76841105, + "TP": 1232, + "n_pred": 2204, + "n_ref": 42783 + }, + "14": { + "Dice": 0.6172546396923592, + "FN": 26132, + "FP": 42544, + "IoU": 0.44639791057048195, + "TN": 76760807, + "TP": 55377, + "n_pred": 97921, + "n_ref": 81509 + }, + "15": { + "Dice": 0.13229057663710966, + "FN": 36412, + "FP": 10853, + "IoU": 0.07083038452465204, + "TN": 76833992, + "TP": 3603, + "n_pred": 14456, + "n_ref": 40015 + }, + "2": { + "Dice": 0.522930355159399, + "FN": 56582, + "FP": 29749, + "IoU": 0.354032294269937, + "TN": 76751214, + "TP": 47315, + "n_pred": 77064, + "n_ref": 103897 + }, + "3": { + "Dice": 0.5236925966408548, + "FN": 29375, + "FP": 94383, + "IoU": 0.35473140312733, + "TN": 76693067, + "TP": 68035, + "n_pred": 162418, + "n_ref": 97410 + }, + "4": { + "Dice": 0.0, + "FN": 24882, + "FP": 0, + "IoU": 0.0, + "TN": 76859978, + "TP": 0, + "n_pred": 0, + "n_ref": 24882 + }, + "5": { + "Dice": 0.023336051690609122, + "FN": 15569, + "FP": 0, + "IoU": 0.011805775944144717, + "TN": 76869105, + "TP": 186, + "n_pred": 186, + "n_ref": 15755 + }, + "6": { + "Dice": 0.873372882218265, + "FN": 58160, + "FP": 252947, + "IoU": 0.775210243419213, + "TN": 75500869, + "TP": 1072884, + "n_pred": 1325831, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.49133823272646465, + "FN": 83769, + "FP": 76462, + "IoU": 0.3256781893627587, + "TN": 76647242, + "TP": 77387, + "n_pred": 153849, + "n_ref": 161156 + }, + "8": { + "Dice": 0.7398343198410958, + "FN": 21622, + "FP": 17541, + "IoU": 0.5870928969814544, + "TN": 76790013, + "TP": 55684, + "n_pred": 73225, + "n_ref": 77306 + }, + "9": { + "Dice": 0.2958409039998009, + "FN": 73938, + "FP": 10935, + "IoU": 0.1735993456797336, + "TN": 76782158, + "TP": 17829, + "n_pred": 28764, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.477519861294413, + "FN": 78441, + "FP": 22510, + "IoU": 0.31364603659158435, + "TN": 130852849, + "TP": 46132, + "n_pred": 68642, + "n_ref": 124573 + }, + "10": { + "Dice": 0.3362986331862694, + "FN": 36563, + "FP": 46326, + "IoU": 0.2021388212419024, + "TN": 130896043, + "TP": 21000, + "n_pred": 67326, + "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": 0.0003550776098204322, + "FN": 78403, + "FP": 425, + "IoU": 0.00017757033053448669, + "TN": 130921090, + "TP": 14, + "n_pred": 439, + "n_ref": 78417 + }, + "14": { + "Dice": 0.14922768453883856, + "FN": 869764, + "FP": 930, + "IoU": 0.08062995285384693, + "TN": 130052877, + "TP": 76361, + "n_pred": 77291, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 36, + "IoU": 0.0, + "TN": 130974586, + "TP": 0, + "n_pred": 36, + "n_ref": 25310 + }, + "2": { + "Dice": 0.4637121705853846, + "FN": 135608, + "FP": 56944, + "IoU": 0.301839383028945, + "TN": 130724133, + "TP": 83247, + "n_pred": 140191, + "n_ref": 218855 + }, + "3": { + "Dice": 0.3433988541095644, + "FN": 201918, + "FP": 108307, + "IoU": 0.20729120884736857, + "TN": 130608584, + "TP": 81123, + "n_pred": 189430, + "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": 0.0, + "FN": 23719, + "FP": 0, + "IoU": 0.0, + "TN": 130976213, + "TP": 0, + "n_pred": 0, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8681977757663728, + "FN": 133493, + "FP": 273214, + "IoU": 0.7670931874641369, + "TN": 129253710, + "TP": 1339515, + "n_pred": 1612729, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.1279970485277947, + "FN": 159659, + "FP": 445416, + "IoU": 0.06837438393306676, + "TN": 130350449, + "TP": 44408, + "n_pred": 489824, + "n_ref": 204067 + }, + "8": { + "Dice": 0.43891394475030804, + "FN": 89869, + "FP": 2566, + "IoU": 0.2811593526662467, + "TN": 130871343, + "TP": 36154, + "n_pred": 38720, + "n_ref": 126023 + }, + "9": { + "Dice": 0.2550540497518197, + "FN": 39594, + "FP": 63362, + "IoU": 0.1461673066237633, + "TN": 130879351, + "TP": 17625, + "n_pred": 80987, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0006420654230873209, + "FN": 57398, + "FP": 1748, + "IoU": 0.0003211358066424406, + "TN": 74367533, + "TP": 19, + "n_pred": 1767, + "n_ref": 57417 + }, + "10": { + "Dice": 0.27629168193477466, + "FN": 65580, + "FP": 3545, + "IoU": 0.1602891156462585, + "TN": 74344378, + "TP": 13195, + "n_pred": 16740, + "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": 0.007008613567080409, + "FN": 102958, + "FP": 1603, + "IoU": 0.003516630134375298, + "TN": 74321768, + "TP": 369, + "n_pred": 1972, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8572410935475054, + "FN": 25041, + "FP": 23538, + "IoU": 0.7501504374257456, + "TN": 74232265, + "TP": 145854, + "n_pred": 169392, + "n_ref": 170895 + }, + "15": { + "Dice": 0.380332818172016, + "FN": 16927, + "FP": 314, + "IoU": 0.23482158707615836, + "TN": 74404166, + "TP": 5291, + "n_pred": 5605, + "n_ref": 22218 + }, + "2": { + "Dice": 0.43377729582243835, + "FN": 69151, + "FP": 60343, + "IoU": 0.2769576093268415, + "TN": 74247602, + "TP": 49602, + "n_pred": 109945, + "n_ref": 118753 + }, + "3": { + "Dice": 0.14024880315896146, + "FN": 115139, + "FP": 81689, + "IoU": 0.07541266992982028, + "TN": 74213816, + "TP": 16054, + "n_pred": 97743, + "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": 0.9316908584051775, + "FN": 35833, + "FP": 89062, + "IoU": 0.8721172759172549, + "TN": 73450061, + "TP": 851742, + "n_pred": 940804, + "n_ref": 887575 + }, + "7": { + "Dice": 0.3985156906386805, + "FN": 96440, + "FP": 66786, + "IoU": 0.2488414580831021, + "TN": 74209399, + "TP": 54073, + "n_pred": 120859, + "n_ref": 150513 + }, + "8": { + "Dice": 0.5020908004778972, + "FN": 28103, + "FP": 1903, + "IoU": 0.33519441674975076, + "TN": 74381563, + "TP": 15129, + "n_pred": 17032, + "n_ref": 43232 + }, + "9": { + "Dice": 0.3407622019166481, + "FN": 23069, + "FP": 18343, + "IoU": 0.2053727333781061, + "TN": 74374583, + "TP": 10703, + "n_pred": 29046, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.798481925156366, + "FN": 46250, + "FP": 1273, + "IoU": 0.6645608933184635, + "TN": 106505014, + "TP": 94151, + "n_pred": 95424, + "n_ref": 140401 + }, + "10": { + "Dice": 0.4590102970515958, + "FN": 53674, + "FP": 53977, + "IoU": 0.29786720584398646, + "TN": 106493368, + "TP": 45669, + "n_pred": 99646, + "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": 0, + "IoU": 0.0, + "TN": 106605745, + "TP": 0, + "n_pred": 0, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8109313914536119, + "FN": 16635, + "FP": 8368, + "IoU": 0.6819887310329038, + "TN": 106568065, + "TP": 53620, + "n_pred": 61988, + "n_ref": 70255 + }, + "15": { + "Dice": 0.7763012181616833, + "FN": 8335, + "FP": 2169, + "IoU": 0.6343891402714932, + "TN": 106617958, + "TP": 18226, + "n_pred": 20395, + "n_ref": 26561 + }, + "2": { + "Dice": 0.08148637361356617, + "FN": 178283, + "FP": 10861, + "IoU": 0.04247370073000091, + "TN": 106449154, + "TP": 8390, + "n_pred": 19251, + "n_ref": 186673 + }, + "3": { + "Dice": 0.47799794132784357, + "FN": 27897, + "FP": 239865, + "IoU": 0.31405866937188265, + "TN": 106256331, + "TP": 122595, + "n_pred": 362460, + "n_ref": 150492 + }, + "4": { + "Dice": 0.0, + "FN": 10083, + "FP": 0, + "IoU": 0.0, + "TN": 106636605, + "TP": 0, + "n_pred": 0, + "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": 0.9083323451358192, + "FN": 161922, + "FP": 62254, + "IoU": 0.8320594102871253, + "TN": 105311835, + "TP": 1110677, + "n_pred": 1172931, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.5316599450641545, + "FN": 181415, + "FP": 92415, + "IoU": 0.36208230053860635, + "TN": 106217432, + "TP": 155426, + "n_pred": 247841, + "n_ref": 336841 + }, + "8": { + "Dice": 0.5912593591168273, + "FN": 22347, + "FP": 44964, + "IoU": 0.4197077460235355, + "TN": 106530693, + "TP": 48684, + "n_pred": 93648, + "n_ref": 71031 + }, + "9": { + "Dice": 0.17591631996064128, + "FN": 76860, + "FP": 191, + "IoU": 0.09644092641454119, + "TN": 106561413, + "TP": 8224, + "n_pred": 8415, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.03562699105869343, + "FN": 151909, + "FP": 1570, + "IoU": 0.018136571260411734, + "TN": 107970614, + "TP": 2835, + "n_pred": 4405, + "n_ref": 154744 + }, + "10": { + "Dice": 0.6106333072713057, + "FN": 23347, + "FP": 50357, + "IoU": 0.4395047833427124, + "TN": 107995430, + "TP": 57794, + "n_pred": 108151, + "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": 0.005972425185844081, + "FN": 77187, + "FP": 1038, + "IoU": 0.0029951567677797605, + "TN": 108048468, + "TP": 235, + "n_pred": 1273, + "n_ref": 77422 + }, + "14": { + "Dice": 0.6364498630545757, + "FN": 10033, + "FP": 24080, + "IoU": 0.46675941412783517, + "TN": 108062955, + "TP": 29860, + "n_pred": 53940, + "n_ref": 39893 + }, + "15": { + "Dice": 0.5527462268554536, + "FN": 13021, + "FP": 9975, + "IoU": 0.3819276460785895, + "TN": 108089722, + "TP": 14210, + "n_pred": 24185, + "n_ref": 27231 + }, + "2": { + "Dice": 0.5366042515299589, + "FN": 93377, + "FP": 74192, + "IoU": 0.36668430401753654, + "TN": 107862338, + "TP": 97021, + "n_pred": 171213, + "n_ref": 190398 + }, + "3": { + "Dice": 0.6121514218990045, + "FN": 71533, + "FP": 91555, + "IoU": 0.441079402723182, + "TN": 107835137, + "TP": 128703, + "n_pred": 220258, + "n_ref": 200236 + }, + "4": { + "Dice": 0.0, + "FN": 33309, + "FP": 0, + "IoU": 0.0, + "TN": 108093619, + "TP": 0, + "n_pred": 0, + "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": 0.8891165216715375, + "FN": 129673, + "FP": 206978, + "IoU": 0.8003688406720965, + "TN": 106440563, + "TP": 1349714, + "n_pred": 1556692, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.45683704014778986, + "FN": 145969, + "FP": 116590, + "IoU": 0.29603940221034175, + "TN": 107753954, + "TP": 110415, + "n_pred": 227005, + "n_ref": 256384 + }, + "8": { + "Dice": 0.5864487241732751, + "FN": 21429, + "FP": 9235, + "IoU": 0.4148761592184101, + "TN": 108074522, + "TP": 21742, + "n_pred": 30977, + "n_ref": 43171 + }, + "9": { + "Dice": 0.439564024918688, + "FN": 40182, + "FP": 14785, + "IoU": 0.28169308573892815, + "TN": 108050405, + "TP": 21556, + "n_pred": 36341, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5425933810096089, + "FN": 74152, + "FP": 10723, + "IoU": 0.3723006153117974, + "TN": 62434944, + "TP": 50341, + "n_pred": 61064, + "n_ref": 124493 + }, + "10": { + "Dice": 0.3535167418514518, + "FN": 31326, + "FP": 70424, + "IoU": 0.21471019526124874, + "TN": 62440590, + "TP": 27820, + "n_pred": 98244, + "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": 0.07908900849606335, + "FN": 39931, + "FP": 1475, + "IoU": 0.041172656539459056, + "TN": 62526976, + "TP": 1778, + "n_pred": 3253, + "n_ref": 41709 + }, + "14": { + "Dice": 0.7861365417148203, + "FN": 124177, + "FP": 1104, + "IoU": 0.6476317713899983, + "TN": 62214620, + "TP": 230259, + "n_pred": 231363, + "n_ref": 354436 + }, + "15": { + "Dice": 0.02507194981298438, + "FN": 90176, + "FP": 271, + "IoU": 0.01269512062001965, + "TN": 62478550, + "TP": 1163, + "n_pred": 1434, + "n_ref": 91339 + }, + "2": { + "Dice": 0.5145613416692948, + "FN": 97671, + "FP": 33162, + "IoU": 0.34640362884290665, + "TN": 62369986, + "TP": 69341, + "n_pred": 102503, + "n_ref": 167012 + }, + "3": { + "Dice": 0.5384188150203357, + "FN": 92078, + "FP": 93251, + "IoU": 0.3683810523517564, + "TN": 62276741, + "TP": 108090, + "n_pred": 201341, + "n_ref": 200168 + }, + "4": { + "Dice": 0.0, + "FN": 23480, + "FP": 0, + "IoU": 0.0, + "TN": 62546680, + "TP": 0, + "n_pred": 0, + "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": 0.9237725984145038, + "FN": 97084, + "FP": 127440, + "IoU": 0.8583433176423529, + "TN": 60985173, + "TP": 1360463, + "n_pred": 1487903, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.4499251827166799, + "FN": 80805, + "FP": 179832, + "IoU": 0.290260300793238, + "TN": 62202931, + "TP": 106592, + "n_pred": 286424, + "n_ref": 187397 + }, + "8": { + "Dice": 0.5322274272812693, + "FN": 30757, + "FP": 38442, + "IoU": 0.3626089199196802, + "TN": 62461594, + "TP": 39367, + "n_pred": 77809, + "n_ref": 70124 + }, + "9": { + "Dice": 0.3310912366353626, + "FN": 34066, + "FP": 28685, + "IoU": 0.19838785912290338, + "TN": 62491879, + "TP": 15530, + "n_pred": 44215, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4105124117991529, + "FN": 202545, + "FP": 21936, + "IoU": 0.2582671389487318, + "TN": 55078604, + "TP": 78163, + "n_pred": 100099, + "n_ref": 280708 + }, + "10": { + "Dice": 0.5546032267141919, + "FN": 29268, + "FP": 46706, + "IoU": 0.38370310281890085, + "TN": 55257973, + "TP": 47301, + "n_pred": 94007, + "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": 0.017852312685961592, + "FN": 54376, + "FP": 89, + "IoU": 0.009006550218340612, + "TN": 55326288, + "TP": 495, + "n_pred": 584, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8375969856295434, + "FN": 18161, + "FP": 11708, + "IoU": 0.7205736524033154, + "TN": 55274354, + "TP": 77025, + "n_pred": 88733, + "n_ref": 95186 + }, + "15": { + "Dice": 0.5787597561449151, + "FN": 50597, + "FP": 3644, + "IoU": 0.4072216211490334, + "TN": 55289745, + "TP": 37262, + "n_pred": 40906, + "n_ref": 87859 + }, + "2": { + "Dice": 0.5425645176353392, + "FN": 108224, + "FP": 38718, + "IoU": 0.3722734379672428, + "TN": 55147162, + "TP": 87144, + "n_pred": 125862, + "n_ref": 195368 + }, + "3": { + "Dice": 0.6103927095917789, + "FN": 61114, + "FP": 95618, + "IoU": 0.4392555463727205, + "TN": 55101741, + "TP": 122775, + "n_pred": 218393, + "n_ref": 183889 + }, + "4": { + "Dice": 0.0, + "FN": 7409, + "FP": 0, + "IoU": 0.0, + "TN": 55373839, + "TP": 0, + "n_pred": 0, + "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": 0.8939849371883555, + "FN": 126088, + "FP": 199485, + "IoU": 0.8082936365402846, + "TN": 53682958, + "TP": 1372717, + "n_pred": 1572202, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.7235476105026288, + "FN": 37152, + "FP": 68379, + "IoU": 0.5668426150916136, + "TN": 55137616, + "TP": 138101, + "n_pred": 206480, + "n_ref": 175253 + }, + "8": { + "Dice": 0.7158048246946588, + "FN": 17602, + "FP": 5783, + "IoU": 0.557395665751869, + "TN": 55328413, + "TP": 29450, + "n_pred": 35233, + "n_ref": 47052 + }, + "9": { + "Dice": 0.5175669599845848, + "FN": 26742, + "FP": 18324, + "IoU": 0.3491334488734835, + "TN": 55312008, + "TP": 24174, + "n_pred": 42498, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4613480179254029, + "FN": 201902, + "FP": 873, + "IoU": 0.29983909506512163, + "TN": 110857003, + "TP": 86837, + "n_pred": 87710, + "n_ref": 288739 + }, + "10": { + "Dice": 0.23844384495243504, + "FN": 61282, + "FP": 72809, + "IoU": 0.1353597750881786, + "TN": 110991532, + "TP": 20992, + "n_pred": 93801, + "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": 395, + "IoU": 0.0, + "TN": 111083626, + "TP": 0, + "n_pred": 395, + "n_ref": 62594 + }, + "14": { + "Dice": 0.05521228705093124, + "FN": 39865, + "FP": 2949, + "IoU": 0.028389878588448884, + "TN": 111102550, + "TP": 1251, + "n_pred": 4200, + "n_ref": 41116 + }, + "15": { + "Dice": 0.7962669036886547, + "FN": 6551, + "FP": 3076, + "IoU": 0.6614978902953587, + "TN": 111118175, + "TP": 18813, + "n_pred": 21889, + "n_ref": 25364 + }, + "2": { + "Dice": 0.3021606677533669, + "FN": 115940, + "FP": 68575, + "IoU": 0.17796776291755398, + "TN": 110922153, + "TP": 39947, + "n_pred": 108522, + "n_ref": 155887 + }, + "3": { + "Dice": 0.6278376438877252, + "FN": 83143, + "FP": 108224, + "IoU": 0.4575534674093286, + "TN": 110793830, + "TP": 161418, + "n_pred": 269642, + "n_ref": 244561 + }, + "4": { + "Dice": 0.0, + "FN": 18838, + "FP": 0, + "IoU": 0.0, + "TN": 111127777, + "TP": 0, + "n_pred": 0, + "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": 0.9250007796748847, + "FN": 91554, + "FP": 153738, + "IoU": 0.8604664656362578, + "TN": 109388672, + "TP": 1512651, + "n_pred": 1666389, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.11547720790386853, + "FN": 350663, + "FP": 78848, + "IoU": 0.0612766310857003, + "TN": 110689067, + "TP": 28037, + "n_pred": 106885, + "n_ref": 378700 + }, + "8": { + "Dice": 0.7666301181040694, + "FN": 19370, + "FP": 17877, + "IoU": 0.6215735679596854, + "TN": 111048189, + "TP": 61179, + "n_pred": 79056, + "n_ref": 80549 + }, + "9": { + "Dice": 0.20919045219223897, + "FN": 49005, + "FP": 2778, + "IoU": 0.11681334424887434, + "TN": 111087983, + "TP": 6849, + "n_pred": 9627, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7912573295478864, + "FN": 63537, + "FP": 9620, + "IoU": 0.6546118945663822, + "TN": 96909214, + "TP": 138654, + "n_pred": 148274, + "n_ref": 202191 + }, + "10": { + "Dice": 0.34782306663656415, + "FN": 44359, + "FP": 68300, + "IoU": 0.21052410284440895, + "TN": 96978324, + "TP": 30042, + "n_pred": 98342, + "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": 0.010606261482225042, + "FN": 51091, + "FP": 1148, + "IoU": 0.005331403872884099, + "TN": 97068506, + "TP": 280, + "n_pred": 1428, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8082909441477554, + "FN": 37727, + "FP": 7612, + "IoU": 0.6782619802865476, + "TN": 96980106, + "TP": 95580, + "n_pred": 103192, + "n_ref": 133307 + }, + "15": { + "Dice": 0.5986394557823129, + "FN": 39019, + "FP": 511, + "IoU": 0.42718446601941745, + "TN": 97052015, + "TP": 29480, + "n_pred": 29991, + "n_ref": 68499 + }, + "2": { + "Dice": 0.5641896208677875, + "FN": 90124, + "FP": 29251, + "IoU": 0.3929415952604948, + "TN": 96924380, + "TP": 77270, + "n_pred": 106521, + "n_ref": 167394 + }, + "3": { + "Dice": 0.700348451733505, + "FN": 33829, + "FP": 125348, + "IoU": 0.5388740179378433, + "TN": 96775833, + "TP": 186015, + "n_pred": 311363, + "n_ref": 219844 + }, + "4": { + "Dice": 0.0, + "FN": 17233, + "FP": 0, + "IoU": 0.0, + "TN": 97103792, + "TP": 0, + "n_pred": 0, + "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": 0.9363693731258397, + "FN": 122378, + "FP": 76769, + "IoU": 0.8803520220902994, + "TN": 95456584, + "TP": 1465294, + "n_pred": 1542063, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.633330076650472, + "FN": 148500, + "FP": 57915, + "IoU": 0.4634111469273162, + "TN": 96736345, + "TP": 178265, + "n_pred": 236180, + "n_ref": 326765 + }, + "8": { + "Dice": 0.5672324162163273, + "FN": 44897, + "FP": 39349, + "IoU": 0.3958998114114028, + "TN": 96981568, + "TP": 55211, + "n_pred": 94560, + "n_ref": 100108 + }, + "9": { + "Dice": 0.48251399512541177, + "FN": 61097, + "FP": 12578, + "IoU": 0.3179693213482314, + "TN": 97013002, + "TP": 34348, + "n_pred": 46926, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.26864334976667004, + "FN": 166539, + "FP": 56, + "IoU": 0.15516349547648992, + "TN": 78859213, + "TP": 30597, + "n_pred": 30653, + "n_ref": 197136 + }, + "10": { + "Dice": 0.6541706931906569, + "FN": 37503, + "FP": 21187, + "IoU": 0.48607255755304335, + "TN": 78942206, + "TP": 55509, + "n_pred": 76696, + "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": 0.03544636719567232, + "FN": 64289, + "FP": 257, + "IoU": 0.01804296233189314, + "TN": 78990673, + "TP": 1186, + "n_pred": 1443, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5956577840112202, + "FN": 11334, + "FP": 24703, + "IoU": 0.42415429603234206, + "TN": 78993824, + "TP": 26544, + "n_pred": 51247, + "n_ref": 37878 + }, + "15": { + "Dice": 0.055693808480987456, + "FN": 37413, + "FP": 533, + "IoU": 0.028644566747728147, + "TN": 79017340, + "TP": 1119, + "n_pred": 1652, + "n_ref": 38532 + }, + "2": { + "Dice": 0.6189573099390504, + "FN": 39477, + "FP": 50736, + "IoU": 0.4481811564505178, + "TN": 78892922, + "TP": 73270, + "n_pred": 124006, + "n_ref": 112747 + }, + "3": { + "Dice": 0.4853719236796018, + "FN": 68722, + "FP": 42942, + "IoU": 0.3204561775051423, + "TN": 78892083, + "TP": 52658, + "n_pred": 95600, + "n_ref": 121380 + }, + "4": { + "Dice": 0.0, + "FN": 8482, + "FP": 0, + "IoU": 0.0, + "TN": 79047923, + "TP": 0, + "n_pred": 0, + "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": 0.8880534763006839, + "FN": 82135, + "FP": 229612, + "IoU": 0.798647648401502, + "TN": 77508139, + "TP": 1236519, + "n_pred": 1466131, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.7023055596089304, + "FN": 185192, + "FP": 59620, + "IoU": 0.5411948589355793, + "TN": 78522819, + "TP": 288774, + "n_pred": 348394, + "n_ref": 473966 + }, + "8": { + "Dice": 0.39929607814969115, + "FN": 20409, + "FP": 13043, + "IoU": 0.24945030289432354, + "TN": 79011835, + "TP": 11118, + "n_pred": 24161, + "n_ref": 31527 + }, + "9": { + "Dice": 0.4794160288613911, + "FN": 42853, + "FP": 18907, + "IoU": 0.31528415264196546, + "TN": 78966207, + "TP": 28438, + "n_pred": 47345, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7180327349859119, + "FN": 97338, + "FP": 9540, + "IoU": 0.5601022386308914, + "TN": 122468979, + "TP": 136083, + "n_pred": 145623, + "n_ref": 233421 + }, + "10": { + "Dice": 0.4498146918906959, + "FN": 45342, + "FP": 113798, + "IoU": 0.29016833635155265, + "TN": 122487746, + "TP": 65054, + "n_pred": 178852, + "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": 602, + "IoU": 0.0, + "TN": 122657538, + "TP": 0, + "n_pred": 602, + "n_ref": 53800 + }, + "14": { + "Dice": 0.6126263325488024, + "FN": 59020, + "FP": 2536, + "IoU": 0.44157269733559523, + "TN": 122601709, + "TP": 48675, + "n_pred": 51211, + "n_ref": 107695 + }, + "15": { + "Dice": 0.7491499678682012, + "FN": 19031, + "FP": 2438, + "IoU": 0.5989126982644273, + "TN": 122658413, + "TP": 32058, + "n_pred": 34496, + "n_ref": 51089 + }, + "2": { + "Dice": 0.43372823943780653, + "FN": 85467, + "FP": 48941, + "IoU": 0.2769176144005337, + "TN": 122526058, + "TP": 51474, + "n_pred": 100415, + "n_ref": 136941 + }, + "3": { + "Dice": 0.5296314112359909, + "FN": 46237, + "FP": 130750, + "IoU": 0.3602031594548675, + "TN": 122435310, + "TP": 99643, + "n_pred": 230393, + "n_ref": 145880 + }, + "4": { + "Dice": 0.0, + "FN": 65475, + "FP": 0, + "IoU": 0.0, + "TN": 122646465, + "TP": 0, + "n_pred": 0, + "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": 0.9155106318710836, + "FN": 130202, + "FP": 161537, + "IoU": 0.8441858987060666, + "TN": 120839587, + "TP": 1580614, + "n_pred": 1742151, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.5295156986337038, + "FN": 267283, + "FP": 263946, + "IoU": 0.36009612489008275, + "TN": 121881770, + "TP": 298941, + "n_pred": 562887, + "n_ref": 566224 + }, + "8": { + "Dice": 0.5760713140300815, + "FN": 66398, + "FP": 36704, + "IoU": 0.40456472273236543, + "TN": 122538786, + "TP": 70052, + "n_pred": 106756, + "n_ref": 136450 + }, + "9": { + "Dice": 0.4450775455158463, + "FN": 48344, + "FP": 17492, + "IoU": 0.28623777618768836, + "TN": 122619702, + "TP": 26402, + "n_pred": 43894, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/loop_003/summary_cross_val.json b/nnActive_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/loop_003/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..a5448d8b578f354bdfffc16f10bd104cfae8d184 --- /dev/null +++ b/nnActive_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/loop_003/summary_cross_val.json @@ -0,0 +1,15036 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": NaN, + "FN": 4244.52962962963, + "FP": 4238.185185185185, + "IoU": NaN, + "TN": 301140.58518518513, + "TP": 1900.2555555555555, + "n_pred": 6138.440740740742, + "n_ref": 6144.785185185186 + }, + "mean": { + "1": { + "Dice": 0.16760867584612776, + "FN": 5513.055555555556, + "FP": 1742.5, + "IoU": 0.12615182016829046, + "TN": 301945.55555555556, + "TP": 2322.4444444444443, + "n_pred": 4064.9444444444443, + "n_ref": 7835.5 + }, + "10": { + "Dice": 0.10196910572348106, + "FN": 6437.5, + "FP": 4276.5, + "IoU": 0.06503373442936859, + "TN": 299156.1666666667, + "TP": 1653.388888888889, + "n_pred": 5929.888888888889, + "n_ref": 8090.888888888889 + }, + "11": { + "Dice": 0.0, + "FN": 109.27777777777777, + "FP": 0.0, + "IoU": 0.0, + "TN": 311414.27777777775, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 109.27777777777777 + }, + "12": { + "Dice": 0.0, + "FN": 389.3333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 311134.22222222225, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 389.3333333333333 + }, + "13": { + "Dice": 0.11422461884958077, + "FN": 3694.8333333333335, + "FP": 356.8333333333333, + "IoU": 0.07056728615843355, + "TN": 307088.6666666667, + "TP": 383.22222222222223, + "n_pred": 740.0555555555555, + "n_ref": 4078.0555555555557 + }, + "14": { + "Dice": 0.24020668581395654, + "FN": 9752.722222222223, + "FP": 1102.7777777777778, + "IoU": 0.18775242429833736, + "TN": 300159.27777777775, + "TP": 508.77777777777777, + "n_pred": 1611.5555555555557, + "n_ref": 10261.5 + }, + "15": { + "Dice": 0.0836742671009772, + "FN": 1565.5, + "FP": 223.38888888888889, + "IoU": 0.04565749061540211, + "TN": 309556.27777777775, + "TP": 178.38888888888889, + "n_pred": 401.77777777777777, + "n_ref": 1743.888888888889 + }, + "2": { + "Dice": 0.14195962002369827, + "FN": 7848.722222222223, + "FP": 5925.777777777777, + "IoU": 0.0947797042030231, + "TN": 295555.1111111111, + "TP": 2193.9444444444443, + "n_pred": 8119.722222222223, + "n_ref": 10042.666666666666 + }, + "3": { + "Dice": 0.06617645407745362, + "FN": 8135.333333333333, + "FP": 8632.0, + "IoU": 0.039350160833329505, + "TN": 293228.3333333333, + "TP": 1527.888888888889, + "n_pred": 10159.888888888889, + "n_ref": 9663.222222222223 + }, + "4": { + "Dice": 0.0, + "FN": 373.6666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 311149.8888888889, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 373.6666666666667 + }, + "5": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 311523.55555555556, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.2757985102834331, + "FN": 1181.611111111111, + "FP": 29957.277777777777, + "IoU": 0.23221718419458998, + "TN": 272613.27777777775, + "TP": 7771.388888888889, + "n_pred": 37728.666666666664, + "n_ref": 8953.0 + }, + "7": { + "Dice": 0.1968384382657926, + "FN": 16270.277777777777, + "FP": 10647.833333333334, + "IoU": 0.1374809122112535, + "TN": 274043.27777777775, + "TP": 10562.166666666666, + "n_pred": 21210.0, + "n_ref": 26832.444444444445 + }, + "8": { + "Dice": 0.14596364717051707, + "FN": 713.5, + "FP": 333.8333333333333, + "IoU": 0.09665014486761533, + "TN": 310117.05555555556, + "TP": 359.1666666666667, + "n_pred": 693.0, + "n_ref": 1072.6666666666667 + }, + "9": { + "Dice": 0.2571215874545401, + "FN": 1682.611111111111, + "FP": 374.05555555555554, + "IoU": 0.18916941726447795, + "TN": 308423.8333333333, + "TP": 1043.0555555555557, + "n_pred": 1417.111111111111, + "n_ref": 2725.6666666666665 + } + }, + "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_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1711, + "IoU": 0.0, + "TN": 348753, + "TP": 0, + "n_pred": 1711, + "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": 0.7206200574418696, + "FN": 578, + "FP": 6523, + "IoU": 0.563257272895012, + "TN": 334205, + "TP": 9158, + "n_pred": 15681, + "n_ref": 9736 + }, + "15": { + "Dice": 0.1673485342019544, + "FN": 27932, + "FP": 4021, + "IoU": 0.09131498123080423, + "TN": 315300, + "TP": 3211, + "n_pred": 7232, + "n_ref": 31143 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 795, + "IoU": 0.0, + "TN": 349669, + "TP": 0, + "n_pred": 795, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 350460, + "TP": 0, + "n_pred": 4, + "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": 0.0, + "FN": 0, + "FP": 386, + "IoU": 0.0, + "TN": 350078, + "TP": 0, + "n_pred": 386, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 18089, + "IoU": 0.0, + "TN": 507607, + "TP": 0, + "n_pred": 18089, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5862, + "IoU": 0.0, + "TN": 519834, + "TP": 0, + "n_pred": 5862, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 1046, + "FP": 0, + "IoU": 0.0, + "TN": 524650, + "TP": 0, + "n_pred": 0, + "n_ref": 1046 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.1972690517964757, + "FN": 94494, + "FP": 213, + "IoU": 0.10942789438050102, + "TN": 419352, + "TP": 11637, + "n_pred": 11850, + "n_ref": 106131 + }, + "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": 0.8402239025827359, + "FN": 2102, + "FP": 1152, + "IoU": 0.7244707874682472, + "TN": 513886, + "TP": 8556, + "n_pred": 9708, + "n_ref": 10658 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 356, + "IoU": 0.0, + "TN": 525340, + "TP": 0, + "n_pred": 356, + "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_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5837032339885859, + "FN": 7634, + "FP": 244, + "IoU": 0.41213342287888965, + "TN": 337063, + "TP": 5523, + "n_pred": 5767, + "n_ref": 13157 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 145114, + "IoU": 0.0, + "TN": 205350, + "TP": 0, + "n_pred": 145114, + "n_ref": 0 + }, + "7": { + "Dice": 0.16633123181377305, + "FN": 137518, + "FP": 4, + "IoU": 0.0907095298232622, + "TN": 199223, + "TP": 13719, + "n_pred": 13723, + "n_ref": 151237 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4423239928201037, + "FN": 89478, + "FP": 0, + "IoU": 0.2839640533597945, + "TN": 50269, + "TP": 35485, + "n_pred": 35485, + "n_ref": 124963 + }, + "10": { + "Dice": 0.0, + "FN": 722, + "FP": 0, + "IoU": 0.0, + "TN": 174510, + "TP": 0, + "n_pred": 0, + "n_ref": 722 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 17, + "IoU": 0.0, + "TN": 175215, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 63984, + "IoU": 0.0, + "TN": 111248, + "TP": 0, + "n_pred": 63984, + "n_ref": 0 + }, + "7": { + "Dice": 0.6163464343766932, + "FN": 18099, + "FP": 311, + "IoU": 0.4454485209952407, + "TN": 142034, + "TP": 14788, + "n_pred": 15099, + "n_ref": 32887 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 9, + "IoU": 0.0, + "TN": 350455, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 3342, + "IoU": 0.0, + "TN": 347122, + "TP": 0, + "n_pred": 3342, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 12409, + "IoU": 0.0, + "TN": 338055, + "TP": 0, + "n_pred": 12409, + "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_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2105, + "IoU": 0.0, + "TN": 173127, + "TP": 0, + "n_pred": 2105, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 24091, + "IoU": 0.0, + "TN": 151141, + "TP": 0, + "n_pred": 24091, + "n_ref": 0 + }, + "3": { + "Dice": 0.0020489304095421615, + "FN": 36701, + "FP": 4212, + "IoU": 0.0010255158100354047, + "TN": 134277, + "TP": 42, + "n_pred": 4254, + "n_ref": 36743 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 106, + "IoU": 0.0, + "TN": 175126, + "TP": 0, + "n_pred": 106, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 191, + "IoU": 0.0, + "TN": 175041, + "TP": 0, + "n_pred": 191, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0170.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": 0.0, + "FN": 0, + "FP": 7121, + "IoU": 0.0, + "TN": 518575, + "TP": 0, + "n_pred": 7121, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 2705, + "IoU": 0.0, + "TN": 522991, + "TP": 0, + "n_pred": 2705, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 6190, + "FP": 0, + "IoU": 0.0, + "TN": 519506, + "TP": 0, + "n_pred": 0, + "n_ref": 6190 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.682837495991734, + "FN": 3842, + "FP": 40667, + "IoU": 0.5184155287702062, + "TN": 433274, + "TP": 47913, + "n_pred": 88580, + "n_ref": 51755 + }, + "7": { + "Dice": 0.575175232952097, + "FN": 20909, + "FP": 86550, + "IoU": 0.40368138332112496, + "TN": 345492, + "TP": 72745, + "n_pred": 159295, + "n_ref": 93654 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4521, + "IoU": 0.0, + "TN": 170711, + "TP": 0, + "n_pred": 4521, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 493, + "IoU": 0.0, + "TN": 174739, + "TP": 0, + "n_pred": 493, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 19983, + "IoU": 0.0, + "TN": 155249, + "TP": 0, + "n_pred": 19983, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10574, + "IoU": 0.0, + "TN": 164658, + "TP": 0, + "n_pred": 10574, + "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": 145, + "IoU": 0.0, + "TN": 175087, + "TP": 0, + "n_pred": 145, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1771, + "FP": 0, + "IoU": 0.0, + "TN": 348693, + "TP": 0, + "n_pred": 0, + "n_ref": 1771 + }, + "10": { + "Dice": 0.3255333407796269, + "FN": 44048, + "FP": 4260, + "IoU": 0.19441016576059766, + "TN": 290498, + "TP": 11658, + "n_pred": 15918, + "n_ref": 55706 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 914, + "FP": 0, + "IoU": 0.0, + "TN": 349550, + "TP": 0, + "n_pred": 0, + "n_ref": 914 + }, + "13": { + "Dice": 0.035534364879453044, + "FN": 20423, + "FP": 1019, + "IoU": 0.01808856527911343, + "TN": 328627, + "TP": 395, + "n_pred": 1414, + "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": 0.487905695039804, + "FN": 7074, + "FP": 6306, + "IoU": 0.32266882656677126, + "TN": 330710, + "TP": 6374, + "n_pred": 12680, + "n_ref": 13448 + }, + "3": { + "Dice": 0.3943292794633672, + "FN": 18201, + "FP": 24778, + "IoU": 0.24558539582236263, + "TN": 293494, + "TP": 13991, + "n_pred": 38769, + "n_ref": 32192 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 28422, + "IoU": 0.0, + "TN": 322042, + "TP": 0, + "n_pred": 28422, + "n_ref": 0 + }, + "7": { + "Dice": 0.16566331769585438, + "FN": 81451, + "FP": 1427, + "IoU": 0.09031238337760411, + "TN": 259358, + "TP": 8228, + "n_pred": 9655, + "n_ref": 89679 + }, + "8": { + "Dice": 0.1655823901613047, + "FN": 4603, + "FP": 4760, + "IoU": 0.09026428293820443, + "TN": 340172, + "TP": 929, + "n_pred": 5689, + "n_ref": 5532 + }, + "9": { + "Dice": 0.36523809523809525, + "FN": 10324, + "FP": 3006, + "IoU": 0.22341974949024176, + "TN": 333299, + "TP": 3835, + "n_pred": 6841, + "n_ref": 14159 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.0, + "FN": 174971, + "FP": 0, + "IoU": 0.0, + "TN": 261, + "TP": 0, + "n_pred": 0, + "n_ref": 174971 + }, + "15": { + "Dice": 0.0, + "FN": 247, + "FP": 0, + "IoU": 0.0, + "TN": 174985, + "TP": 0, + "n_pred": 0, + "n_ref": 247 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 111423, + "IoU": 0.0, + "TN": 63809, + "TP": 0, + "n_pred": 111423, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6659, + "IoU": 0.0, + "TN": 168573, + "TP": 0, + "n_pred": 6659, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6737, + "IoU": 0.0, + "TN": 1044655, + "TP": 0, + "n_pred": 6737, + "n_ref": 0 + }, + "10": { + "Dice": 0.1269639579677699, + "FN": 67905, + "FP": 18667, + "IoU": 0.06778511204195246, + "TN": 958525, + "TP": 6295, + "n_pred": 24962, + "n_ref": 74200 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6094, + "FP": 0, + "IoU": 0.0, + "TN": 1045298, + "TP": 0, + "n_pred": 0, + "n_ref": 6094 + }, + "13": { + "Dice": 0.009257840041690935, + "FN": 31685, + "FP": 634, + "IoU": 0.004650446566060979, + "TN": 1018922, + "TP": 151, + "n_pred": 785, + "n_ref": 31836 + }, + "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": 1112, + "FP": 52310, + "IoU": 0.0, + "TN": 997970, + "TP": 0, + "n_pred": 52310, + "n_ref": 1112 + }, + "3": { + "Dice": 0.04469220180658946, + "FN": 20166, + "FP": 119329, + "IoU": 0.022856862662687907, + "TN": 908634, + "TP": 3263, + "n_pred": 122592, + "n_ref": 23429 + }, + "4": { + "Dice": 0.0, + "FN": 52, + "FP": 0, + "IoU": 0.0, + "TN": 1051340, + "TP": 0, + "n_pred": 0, + "n_ref": 52 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.27761378537470177, + "FN": 7567, + "FP": 117486, + "IoU": 0.16117975342429, + "TN": 902310, + "TP": 24029, + "n_pred": 141515, + "n_ref": 31596 + }, + "7": { + "Dice": 0.7108614265318841, + "FN": 33721, + "FP": 31694, + "IoU": 0.5514235949200428, + "TN": 905564, + "TP": 80413, + "n_pred": 112107, + "n_ref": 114134 + }, + "8": { + "Dice": 0.5642358456912806, + "FN": 8240, + "FP": 311, + "IoU": 0.3929864413998722, + "TN": 1037305, + "TP": 5536, + "n_pred": 5847, + "n_ref": 13776 + }, + "9": { + "Dice": 0.1306162267627771, + "FN": 14206, + "FP": 1835, + "IoU": 0.06987127449843442, + "TN": 1034146, + "TP": 1205, + "n_pred": 3040, + "n_ref": 15411 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.5755965292841648, + "FN": 2546, + "FP": 13106, + "IoU": 0.40409655067387495, + "TN": 324198, + "TP": 10614, + "n_pred": 23720, + "n_ref": 13160 + }, + "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": 0.41210627047717907, + "FN": 13353, + "FP": 4770, + "IoU": 0.25953013278855974, + "TN": 325989, + "TP": 6352, + "n_pred": 11122, + "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": 0.0, + "FN": 9487, + "FP": 44, + "IoU": 0.0, + "TN": 340933, + "TP": 0, + "n_pred": 44, + "n_ref": 9487 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1773, + "IoU": 0.0, + "TN": 348691, + "TP": 0, + "n_pred": 1773, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 484, + "FP": 0, + "IoU": 0.0, + "TN": 349980, + "TP": 0, + "n_pred": 0, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8578892773445004, + "FN": 7389, + "FP": 3708, + "IoU": 0.7511437029063509, + "TN": 305872, + "TP": 33495, + "n_pred": 37203, + "n_ref": 40884 + }, + "7": { + "Dice": 0.12768361581920903, + "FN": 1167, + "FP": 1921, + "IoU": 0.06819553409776705, + "TN": 347150, + "TP": 226, + "n_pred": 2147, + "n_ref": 1393 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 275, + "IoU": 0.0, + "TN": 350189, + "TP": 0, + "n_pred": 275, + "n_ref": 0 + }, + "9": { + "Dice": 0.7897536152718282, + "FN": 5757, + "FP": 1556, + "IoU": 0.6525560623337134, + "TN": 329416, + "TP": 13735, + "n_pred": 15291, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8176682074987159, + "FN": 352, + "FP": 3, + "IoU": 0.6915725456125109, + "TN": 174081, + "TP": 796, + "n_pred": 799, + "n_ref": 1148 + }, + "10": { + "Dice": 0.09356633492672987, + "FN": 654, + "FP": 22480, + "IoU": 0.049079250246629395, + "TN": 150904, + "TP": 1194, + "n_pred": 23674, + "n_ref": 1848 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 13327, + "IoU": 0.0, + "TN": 161905, + "TP": 0, + "n_pred": 13327, + "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": 22447, + "IoU": 0.0, + "TN": 152785, + "TP": 0, + "n_pred": 22447, + "n_ref": 0 + }, + "3": { + "Dice": 0.2206941290950373, + "FN": 71368, + "FP": 710, + "IoU": 0.12403383403820913, + "TN": 92948, + "TP": 10206, + "n_pred": 10916, + "n_ref": 81574 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 124, + "IoU": 0.0, + "TN": 175108, + "TP": 0, + "n_pred": 124, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 36522, + "IoU": 0.0, + "TN": 138710, + "TP": 0, + "n_pred": 36522, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0383.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": 2874, + "IoU": 0.0, + "TN": 172358, + "TP": 0, + "n_pred": 2874, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5924618333770049, + "FN": 29110, + "FP": 441, + "IoU": 0.4209206168799357, + "TN": 124201, + "TP": 21480, + "n_pred": 21921, + "n_ref": 50590 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 604, + "IoU": 0.0, + "TN": 174628, + "TP": 0, + "n_pred": 604, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.926816172390958, + "FN": 369, + "FP": 3720, + "IoU": 0.863613621960575, + "TN": 145251, + "TP": 25892, + "n_pred": 29612, + "n_ref": 26261 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3234, + "IoU": 0.0, + "TN": 171998, + "TP": 0, + "n_pred": 3234, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 277, + "IoU": 0.0, + "TN": 174955, + "TP": 0, + "n_pred": 277, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": NaN, + "FN": 3548.6370370370373, + "FP": 2218.611111111111, + "IoU": NaN, + "TN": 361950.62962962966, + "TP": 2216.3444444444444, + "n_pred": 4434.955555555555, + "n_ref": 5764.98148148148 + }, + "mean": { + "1": { + "Dice": 0.10626187036610045, + "FN": 4834.722222222223, + "FP": 261.05555555555554, + "IoU": 0.07209449242677028, + "TN": 363104.5, + "TP": 1733.9444444444443, + "n_pred": 1995.0, + "n_ref": 6568.666666666667 + }, + "10": { + "Dice": 0.08538853863618279, + "FN": 863.8888888888889, + "FP": 2979.0555555555557, + "IoU": 0.0482973727737583, + "TN": 365820.55555555556, + "TP": 270.72222222222223, + "n_pred": 3249.777777777778, + "n_ref": 1134.611111111111 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 369934.22222222225, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 155.05555555555554, + "FP": 0.0, + "IoU": 0.0, + "TN": 369779.1666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 155.05555555555554 + }, + "13": { + "Dice": 0.0, + "FN": 391.3333333333333, + "FP": 170.61111111111111, + "IoU": 0.0, + "TN": 369372.27777777775, + "TP": 0.0, + "n_pred": 170.61111111111111, + "n_ref": 391.3333333333333 + }, + "14": { + "Dice": 0.824512381858002, + "FN": 1022.9444444444445, + "FP": 1089.2222222222222, + "IoU": 0.720318096041914, + "TN": 360803.1666666667, + "TP": 7018.888888888889, + "n_pred": 8108.111111111111, + "n_ref": 8041.833333333333 + }, + "15": { + "Dice": 0.0, + "FN": 126.27777777777777, + "FP": 568.8333333333334, + "IoU": 0.0, + "TN": 369239.1111111111, + "TP": 0.0, + "n_pred": 568.8333333333334, + "n_ref": 126.27777777777777 + }, + "2": { + "Dice": 0.006217951390336433, + "FN": 7575.833333333333, + "FP": 2214.6111111111113, + "IoU": 0.003188273821738833, + "TN": 359978.05555555556, + "TP": 165.72222222222223, + "n_pred": 2380.3333333333335, + "n_ref": 7741.555555555556 + }, + "3": { + "Dice": 0.14241458828513384, + "FN": 9169.555555555555, + "FP": 2168.9444444444443, + "IoU": 0.099206816104063, + "TN": 353919.22222222225, + "TP": 4676.5, + "n_pred": 6845.444444444444, + "n_ref": 13846.055555555555 + }, + "4": { + "Dice": 0.0, + "FN": 705.1666666666666, + "FP": 0.0, + "IoU": 0.0, + "TN": 369229.05555555556, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 705.1666666666666 + }, + "5": { + "Dice": 0.3314121037463977, + "FN": 124.11111111111111, + "FP": 30.555555555555557, + "IoU": 0.19861830742659758, + "TN": 369741.22222222225, + "TP": 38.333333333333336, + "n_pred": 68.88888888888889, + "n_ref": 162.44444444444446 + }, + "6": { + "Dice": 0.19594037019606098, + "FN": 14718.222222222223, + "FP": 15712.5, + "IoU": 0.14562051690757516, + "TN": 326850.94444444444, + "TP": 12652.555555555555, + "n_pred": 28365.055555555555, + "n_ref": 27370.777777777777 + }, + "7": { + "Dice": 0.17612872309616823, + "FN": 10456.111111111111, + "FP": 8064.777777777777, + "IoU": 0.1175693005857861, + "TN": 344724.8333333333, + "TP": 6688.5, + "n_pred": 14753.277777777777, + "n_ref": 17144.61111111111 + }, + "8": { + "Dice": 0.0, + "FN": 2614.3888888888887, + "FP": 5.222222222222222, + "IoU": 0.0, + "TN": 367314.6111111111, + "TP": 0.0, + "n_pred": 5.222222222222222, + "n_ref": 2614.3888888888887 + }, + "9": { + "Dice": 0.0, + "FN": 471.94444444444446, + "FP": 13.777777777777779, + "IoU": 0.0, + "TN": 369448.5, + "TP": 0.0, + "n_pred": 13.777777777777779, + "n_ref": 471.94444444444446 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 146, + "IoU": 0.0, + "TN": 350318, + "TP": 0, + "n_pred": 146, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 113, + "IoU": 0.0, + "TN": 350351, + "TP": 0, + "n_pred": 113, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 2331, + "FP": 16153, + "IoU": 0.0, + "TN": 331980, + "TP": 0, + "n_pred": 16153, + "n_ref": 2331 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1242, + "FP": 0, + "IoU": 0.0, + "TN": 349222, + "TP": 0, + "n_pred": 0, + "n_ref": 1242 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6423405382308521, + "FN": 179248, + "FP": 2389, + "IoU": 0.47312345718404725, + "TN": 5721, + "TP": 163106, + "n_pred": 165495, + "n_ref": 342354 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 44216, + "IoU": 0.0, + "TN": 306248, + "TP": 0, + "n_pred": 44216, + "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_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 2116, + "FP": 0, + "IoU": 0.0, + "TN": 1049276, + "TP": 0, + "n_pred": 0, + "n_ref": 2116 + }, + "10": { + "Dice": 0.19685302979578173, + "FN": 1136, + "FP": 20455, + "IoU": 0.10917192721871519, + "TN": 1027155, + "TP": 2646, + "n_pred": 23101, + "n_ref": 3782 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 5, + "FP": 0, + "IoU": 0.0, + "TN": 1051387, + "TP": 0, + "n_pred": 0, + "n_ref": 5 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1731, + "IoU": 0.0, + "TN": 1049661, + "TP": 0, + "n_pred": 1731, + "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": 9429, + "IoU": 0.0, + "TN": 1041963, + "TP": 0, + "n_pred": 9429, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4803, + "IoU": 0.0, + "TN": 1046589, + "TP": 0, + "n_pred": 4803, + "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": 0.03345826858030899, + "FN": 3, + "FP": 42289, + "IoU": 0.017013759761993305, + "TN": 1008368, + "TP": 732, + "n_pred": 43021, + "n_ref": 735 + }, + "7": { + "Dice": 0.3129656922950954, + "FN": 83191, + "FP": 51061, + "IoU": 0.18551234605350966, + "TN": 886562, + "TP": 30578, + "n_pred": 81639, + "n_ref": 113769 + }, + "8": { + "Dice": 0.0, + "FN": 10526, + "FP": 0, + "IoU": 0.0, + "TN": 1040866, + "TP": 0, + "n_pred": 0, + "n_ref": 10526 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 235, + "IoU": 0.0, + "TN": 1051157, + "TP": 0, + "n_pred": 235, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 888, + "IoU": 0.0, + "TN": 875272, + "TP": 0, + "n_pred": 888, + "n_ref": 0 + }, + "10": { + "Dice": 0.29497882637628553, + "FN": 5256, + "FP": 571, + "IoU": 0.17300596082883907, + "TN": 869114, + "TP": 1219, + "n_pred": 1790, + "n_ref": 6475 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 122, + "FP": 0, + "IoU": 0.0, + "TN": 876038, + "TP": 0, + "n_pred": 0, + "n_ref": 122 + }, + "13": { + "Dice": 0.0, + "FN": 7044, + "FP": 154, + "IoU": 0.0, + "TN": 868962, + "TP": 0, + "n_pred": 154, + "n_ref": 7044 + }, + "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": 127, + "IoU": 0.0, + "TN": 876033, + "TP": 0, + "n_pred": 127, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4616, + "IoU": 0.0, + "TN": 871544, + "TP": 0, + "n_pred": 4616, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 11451, + "FP": 0, + "IoU": 0.0, + "TN": 864709, + "TP": 0, + "n_pred": 0, + "n_ref": 11451 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.23414140002794467, + "FN": 1917, + "FP": 41933, + "IoU": 0.13259351571617906, + "TN": 825607, + "TP": 6703, + "n_pred": 48636, + "n_ref": 8620 + }, + "7": { + "Dice": 0.6666322244667056, + "FN": 60031, + "FP": 4496, + "IoU": 0.49996125352592913, + "TN": 747116, + "TP": 64517, + "n_pred": 69013, + "n_ref": 124548 + }, + "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_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.9477106365793326, + "FN": 4992, + "FP": 5366, + "IoU": 0.9006178999078907, + "TN": 596704, + "TP": 93866, + "n_pred": 99232, + "n_ref": 98858 + }, + "15": { + "Dice": 0.0, + "FN": 2273, + "FP": 6295, + "IoU": 0.0, + "TN": 692360, + "TP": 0, + "n_pred": 6295, + "n_ref": 2273 + }, + "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": 988, + "IoU": 0.0, + "TN": 699940, + "TP": 0, + "n_pred": 988, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3815, + "IoU": 0.0, + "TN": 697113, + "TP": 0, + "n_pred": 3815, + "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_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.22926270663887013, + "FN": 52498, + "FP": 0, + "IoU": 0.12947302092660765, + "TN": 290158, + "TP": 7808, + "n_pred": 7808, + "n_ref": 60306 + }, + "10": { + "Dice": 0.0, + "FN": 4949, + "FP": 18618, + "IoU": 0.0, + "TN": 326897, + "TP": 0, + "n_pred": 18618, + "n_ref": 4949 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1205, + "FP": 0, + "IoU": 0.0, + "TN": 349259, + "TP": 0, + "n_pred": 0, + "n_ref": 1205 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1186, + "IoU": 0.0, + "TN": 349278, + "TP": 0, + "n_pred": 1186, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 12140, + "IoU": 0.0, + "TN": 338324, + "TP": 0, + "n_pred": 12140, + "n_ref": 0 + }, + "3": { + "Dice": 0.6582895510498264, + "FN": 55771, + "FP": 16293, + "IoU": 0.49063458629610257, + "TN": 208986, + "TP": 69414, + "n_pred": 85707, + "n_ref": 125185 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 54019, + "IoU": 0.0, + "TN": 296445, + "TP": 0, + "n_pred": 54019, + "n_ref": 0 + }, + "7": { + "Dice": 0.41681922417281714, + "FN": 25511, + "FP": 4752, + "IoU": 0.26327961439213204, + "TN": 309386, + "TP": 10815, + "n_pred": 15567, + "n_ref": 36326 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3091, + "IoU": 0.0, + "TN": 172141, + "TP": 0, + "n_pred": 3091, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1044, + "IoU": 0.0, + "TN": 174188, + "TP": 0, + "n_pred": 1044, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7013141271366714, + "FN": 13421, + "FP": 14240, + "IoU": 0.5400182921759374, + "TN": 115097, + "TP": 32474, + "n_pred": 46714, + "n_ref": 45895 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3944, + "IoU": 0.0, + "TN": 171288, + "TP": 0, + "n_pred": 3944, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 16184, + "IoU": 0.0, + "TN": 159048, + "TP": 0, + "n_pred": 16184, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 26819, + "IoU": 0.0, + "TN": 148413, + "TP": 0, + "n_pred": 26819, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 29465, + "IoU": 0.0, + "TN": 145767, + "TP": 0, + "n_pred": 29465, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 239, + "IoU": 0.0, + "TN": 174993, + "TP": 0, + "n_pred": 239, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 3378, + "FP": 0, + "IoU": 0.0, + "TN": 171854, + "TP": 0, + "n_pred": 0, + "n_ref": 3378 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1560, + "IoU": 0.0, + "TN": 173672, + "TP": 0, + "n_pred": 1560, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 51117, + "FP": 195, + "IoU": 0.0, + "TN": 123920, + "TP": 0, + "n_pred": 195, + "n_ref": 51117 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 300, + "IoU": 0.0, + "TN": 174932, + "TP": 0, + "n_pred": 300, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.09042309991910807, + "FN": 2503, + "FP": 49221, + "IoU": 0.04735242655861498, + "TN": 120937, + "TP": 2571, + "n_pred": 51792, + "n_ref": 5074 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6155829124579124, + "FN": 28654, + "FP": 574, + "IoU": 0.4446513395401862, + "TN": 297834, + "TP": 23402, + "n_pred": 23976, + "n_ref": 52056 + }, + "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": 0.0, + "FN": 33, + "FP": 0, + "IoU": 0.0, + "TN": 350431, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 513, + "FP": 0, + "IoU": 0.0, + "TN": 349951, + "TP": 0, + "n_pred": 0, + "n_ref": 513 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.18855093736645548, + "FN": 635, + "FP": 43038, + "IoU": 0.10408845672554208, + "TN": 301717, + "TP": 5074, + "n_pred": 48112, + "n_ref": 5709 + }, + "7": { + "Dice": 0.5122541716328963, + "FN": 17611, + "FP": 8579, + "IoU": 0.34431564980096635, + "TN": 310521, + "TP": 13753, + "n_pred": 22332, + "n_ref": 31364 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 8495, + "FP": 0, + "IoU": 0.0, + "TN": 341969, + "TP": 0, + "n_pred": 0, + "n_ref": 8495 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 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_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 20065, + "FP": 0, + "IoU": 0.0, + "TN": 155167, + "TP": 0, + "n_pred": 0, + "n_ref": 20065 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4541215015161549, + "FN": 78244, + "FP": 65, + "IoU": 0.29376273876733827, + "TN": 64350, + "TP": 32573, + "n_pred": 32638, + "n_ref": 110817 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 298, + "IoU": 0.0, + "TN": 174934, + "TP": 0, + "n_pred": 298, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.3314121037463977, + "FN": 2234, + "FP": 550, + "IoU": 0.19861830742659758, + "TN": 171758, + "TP": 690, + "n_pred": 1240, + "n_ref": 2924 + }, + "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": 48, + "IoU": 0.0, + "TN": 175184, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 36533, + "FP": 94, + "IoU": 0.0, + "TN": 138605, + "TP": 0, + "n_pred": 94, + "n_ref": 36533 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 175219, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.04974361112269146, + "FN": 113969, + "FP": 0, + "IoU": 0.025506190573910664, + "TN": 58280, + "TP": 2983, + "n_pred": 2983, + "n_ref": 116952 + }, + "3": { + "Dice": 0.0, + "FN": 2, + "FP": 13112, + "IoU": 0.0, + "TN": 162118, + "TP": 0, + "n_pred": 13112, + "n_ref": 2 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.005249343832020997, + "FN": 379, + "FP": 0, + "IoU": 0.002631578947368421, + "TN": 525316, + "TP": 1, + "n_pred": 1, + "n_ref": 380 + }, + "10": { + "Dice": 0.10588791428121225, + "FN": 4209, + "FP": 12814, + "IoU": 0.055903721368753816, + "TN": 507665, + "TP": 1008, + "n_pred": 13822, + "n_ref": 5217 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1426, + "FP": 0, + "IoU": 0.0, + "TN": 524270, + "TP": 0, + "n_pred": 0, + "n_ref": 1426 + }, + "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": 454, + "IoU": 0.0, + "TN": 525242, + "TP": 0, + "n_pred": 454, + "n_ref": 0 + }, + "3": { + "Dice": 0.3386125669461105, + "FN": 57649, + "FP": 22, + "IoU": 0.2038131264323384, + "TN": 453262, + "TP": 14763, + "n_pred": 14785, + "n_ref": 72412 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 1712, + "IoU": 0.0, + "TN": 523984, + "TP": 0, + "n_pred": 1712, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 329, + "IoU": 0.0, + "TN": 525367, + "TP": 0, + "n_pred": 329, + "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_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9041890669079683, + "FN": 2378, + "FP": 1222, + "IoU": 0.8251323650847622, + "TN": 505109, + "TP": 16987, + "n_pred": 18209, + "n_ref": 19365 + }, + "7": { + "Dice": 0.38100208768267224, + "FN": 1866, + "FP": 506, + "IoU": 0.23533204384268214, + "TN": 522594, + "TP": 730, + "n_pred": 1236, + "n_ref": 2596 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.15803881308628645, + "FN": 2390.462962962963, + "FP": 1615.6370370370373, + "IoU": 0.11586800165942271, + "TN": 295100.2814814815, + "TP": 2682.0629629629625, + "n_pred": 4297.7, + "n_ref": 5072.5259259259265 + }, + "mean": { + "1": { + "Dice": 0.08333333333333333, + "FN": 311.6111111111111, + "FP": 388.05555555555554, + "IoU": 0.05, + "TN": 301010.55555555556, + "TP": 78.22222222222223, + "n_pred": 466.27777777777777, + "n_ref": 389.8333333333333 + }, + "10": { + "Dice": 0.09952914599597812, + "FN": 2301.5, + "FP": 1743.0, + "IoU": 0.06316418891802861, + "TN": 297160.8333333333, + "TP": 583.1111111111111, + "n_pred": 2326.1111111111113, + "n_ref": 2884.6111111111113 + }, + "11": { + "Dice": 0.0, + "FN": 343.0, + "FP": 0.0, + "IoU": 0.0, + "TN": 301445.44444444444, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 343.0 + }, + "12": { + "Dice": 0.0, + "FN": 236.5, + "FP": 0.0, + "IoU": 0.0, + "TN": 301551.94444444444, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 236.5 + }, + "13": { + "Dice": 0.08533694322097472, + "FN": 1388.888888888889, + "FP": 170.66666666666666, + "IoU": 0.048624376768243875, + "TN": 300191.3888888889, + "TP": 37.5, + "n_pred": 208.16666666666666, + "n_ref": 1426.388888888889 + }, + "14": { + "Dice": 0.1764802541490935, + "FN": 304.8333333333333, + "FP": 5238.055555555556, + "IoU": 0.15791021368359145, + "TN": 294455.55555555556, + "TP": 1790.0, + "n_pred": 7028.055555555556, + "n_ref": 2094.8333333333335 + }, + "15": { + "Dice": 0.36545981750951023, + "FN": 1311.611111111111, + "FP": 13.555555555555555, + "IoU": 0.22358570405572553, + "TN": 300081.6666666667, + "TP": 381.6111111111111, + "n_pred": 395.1666666666667, + "n_ref": 1693.2222222222222 + }, + "2": { + "Dice": 0.038634577969702974, + "FN": 1401.0555555555557, + "FP": 149.16666666666666, + "IoU": 0.02048231367954061, + "TN": 300168.1666666667, + "TP": 70.05555555555556, + "n_pred": 219.22222222222223, + "n_ref": 1471.111111111111 + }, + "3": { + "Dice": 0.07351106149802705, + "FN": 6606.666666666667, + "FP": 717.6666666666666, + "IoU": 0.04486443839515102, + "TN": 293962.94444444444, + "TP": 501.1666666666667, + "n_pred": 1218.8333333333333, + "n_ref": 7107.833333333333 + }, + "4": { + "Dice": 0.0, + "FN": 2208.1111111111113, + "FP": 0.0, + "IoU": 0.0, + "TN": 299580.3333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 2208.1111111111113 + }, + "5": { + "Dice": 0.0900900900900901, + "FN": 9.5, + "FP": 0.0, + "IoU": 0.052083333333333336, + "TN": 301778.1111111111, + "TP": 0.8333333333333334, + "n_pred": 0.8333333333333334, + "n_ref": 10.333333333333334 + }, + "6": { + "Dice": 0.6665436667325462, + "FN": 11578.944444444445, + "FP": 6131.833333333333, + "IoU": 0.551542649995817, + "TN": 255895.83333333334, + "TP": 28181.833333333332, + "n_pred": 34313.666666666664, + "n_ref": 39760.77777777778 + }, + "7": { + "Dice": 0.19551742085912402, + "FN": 6348.388888888889, + "FP": 9129.388888888889, + "IoU": 0.1366472311797271, + "TN": 279139.1111111111, + "TP": 7171.555555555556, + "n_pred": 16300.944444444445, + "n_ref": 13519.944444444445 + }, + "8": { + "Dice": 0.2976557260191236, + "FN": 313.77777777777777, + "FP": 10.777777777777779, + "IoU": 0.24663983203115286, + "TN": 300814.94444444444, + "TP": 648.9444444444445, + "n_pred": 659.7222222222222, + "n_ref": 962.7222222222222 + }, + "9": { + "Dice": 0.1984901589167928, + "FN": 1192.5555555555557, + "FP": 542.3888888888889, + "IoU": 0.14247574285102896, + "TN": 299267.3888888889, + "TP": 786.1111111111111, + "n_pred": 1328.5, + "n_ref": 1978.6666666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2898, + "IoU": 0.0, + "TN": 522798, + "TP": 0, + "n_pred": 2898, + "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": 0.7805629751386891, + "FN": 1197, + "FP": 3075, + "IoU": 0.6401010951979781, + "TN": 513826, + "TP": 7598, + "n_pred": 10673, + "n_ref": 8795 + }, + "7": { + "Dice": 0.291356993736952, + "FN": 16554, + "FP": 418, + "IoU": 0.1705195249499047, + "TN": 505235, + "TP": 3489, + "n_pred": 3907, + "n_ref": 20043 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.11017524792827062, + "FN": 11423, + "FP": 14777, + "IoU": 0.058299187693192436, + "TN": 497874, + "TP": 1622, + "n_pred": 16399, + "n_ref": 13045 + }, + "11": { + "Dice": 0.0, + "FN": 2424, + "FP": 0, + "IoU": 0.0, + "TN": 523272, + "TP": 0, + "n_pred": 0, + "n_ref": 2424 + }, + "12": { + "Dice": 0.0, + "FN": 240, + "FP": 0, + "IoU": 0.0, + "TN": 525456, + "TP": 0, + "n_pred": 0, + "n_ref": 240 + }, + "13": { + "Dice": 0.007299792456881128, + "FN": 12762, + "FP": 1109, + "IoU": 0.003663266772015515, + "TN": 511774, + "TP": 51, + "n_pred": 1160, + "n_ref": 12813 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.1364890114778895, + "FN": 8777, + "FP": 928, + "IoU": 0.07324293353705118, + "TN": 515224, + "TP": 767, + "n_pred": 1695, + "n_ref": 9544 + }, + "3": { + "Dice": 0.0033619646993706567, + "FN": 92199, + "FP": 5035, + "IoU": 0.0016838128092979323, + "TN": 428298, + "TP": 164, + "n_pred": 5199, + "n_ref": 92363 + }, + "4": { + "Dice": 0.0, + "FN": 6855, + "FP": 0, + "IoU": 0.0, + "TN": 518841, + "TP": 0, + "n_pred": 0, + "n_ref": 6855 + }, + "5": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 525688, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "6": { + "Dice": 0.3244764824296895, + "FN": 9713, + "FP": 71160, + "IoU": 0.1936567759432081, + "TN": 425400, + "TP": 19423, + "n_pred": 90583, + "n_ref": 29136 + }, + "7": { + "Dice": 0.5321227528599963, + "FN": 27202, + "FP": 11447, + "IoU": 0.3625117521896185, + "TN": 465069, + "TP": 21978, + "n_pred": 33425, + "n_ref": 49180 + }, + "8": { + "Dice": 0.5909090909090909, + "FN": 19, + "FP": 71, + "IoU": 0.41935483870967744, + "TN": 525541, + "TP": 65, + "n_pred": 136, + "n_ref": 84 + }, + "9": { + "Dice": 0.16192338330074588, + "FN": 7455, + "FP": 4118, + "IoU": 0.0880939248286187, + "TN": 513005, + "TP": 1118, + "n_pred": 5236, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4030, + "IoU": 0.0, + "TN": 171202, + "TP": 0, + "n_pred": 4030, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 333, + "IoU": 0.0, + "TN": 174899, + "TP": 0, + "n_pred": 333, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 3534, + "FP": 0, + "IoU": 0.0, + "TN": 171698, + "TP": 0, + "n_pred": 0, + "n_ref": 3534 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 936, + "FP": 0, + "IoU": 0.0, + "TN": 174296, + "TP": 0, + "n_pred": 0, + "n_ref": 936 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.05668387837062536, + "FN": 16442, + "FP": 0, + "IoU": 0.029168634860651865, + "TN": 158296, + "TP": 494, + "n_pred": 494, + "n_ref": 16936 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2506, + "IoU": 0.0, + "TN": 172726, + "TP": 0, + "n_pred": 2506, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8557908147788631, + "FN": 10617, + "FP": 3645, + "IoU": 0.747932131495228, + "TN": 118652, + "TP": 42318, + "n_pred": 45963, + "n_ref": 52935 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6723, + "IoU": 0.0, + "TN": 168509, + "TP": 0, + "n_pred": 6723, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 175216, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 2810, + "FP": 0, + "IoU": 0.0, + "TN": 172422, + "TP": 0, + "n_pred": 0, + "n_ref": 2810 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.0, + "FN": 0, + "FP": 247, + "IoU": 0.0, + "TN": 174985, + "TP": 0, + "n_pred": 247, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 175199, + "TP": 0, + "n_pred": 33, + "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": 1379, + "FP": 0, + "IoU": 0.0, + "TN": 173853, + "TP": 0, + "n_pred": 0, + "n_ref": 1379 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8913008098142983, + "FN": 16834, + "FP": 2535, + "IoU": 0.8039158120653175, + "TN": 76453, + "TP": 79410, + "n_pred": 81945, + "n_ref": 96244 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6691, + "IoU": 0.0, + "TN": 168541, + "TP": 0, + "n_pred": 6691, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 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_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 350430, + "TP": 0, + "n_pred": 34, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 8806, + "IoU": 0.0, + "TN": 341658, + "TP": 0, + "n_pred": 8806, + "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": 1110, + "IoU": 0.0, + "TN": 349354, + "TP": 0, + "n_pred": 1110, + "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": 1805, + "FP": 0, + "IoU": 0.0, + "TN": 348659, + "TP": 0, + "n_pred": 0, + "n_ref": 1805 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8678187377308341, + "FN": 47528, + "FP": 13342, + "IoU": 0.7665015900294223, + "TN": 89777, + "TP": 199817, + "n_pred": 213159, + "n_ref": 247345 + }, + "7": { + "Dice": 0.009959446564885496, + "FN": 158, + "FP": 33044, + "IoU": 0.0050046450298180944, + "TN": 317095, + "TP": 167, + "n_pred": 33211, + "n_ref": 325 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0094.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": 1334, + "IoU": 0.0, + "TN": 349130, + "TP": 0, + "n_pred": 1334, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 21, + "IoU": 0.0, + "TN": 350443, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.2702702702702703, + "FN": 81, + "FP": 0, + "IoU": 0.15625, + "TN": 350368, + "TP": 15, + "n_pred": 15, + "n_ref": 96 + }, + "6": { + "Dice": 0.85875, + "FN": 1177, + "FP": 405, + "IoU": 0.7524644030668127, + "TN": 344073, + "TP": 4809, + "n_pred": 5214, + "n_ref": 5986 + }, + "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": 0.7415482606565409, + "FN": 5958, + "FP": 372, + "IoU": 0.5892544286548569, + "TN": 335053, + "TP": 9081, + "n_pred": 9453, + "n_ref": 15039 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.18577604345996404, + "FN": 21126, + "FP": 157, + "IoU": 0.1023997300830838, + "TN": 151521, + "TP": 2428, + "n_pred": 2585, + "n_ref": 23554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.01887575191868907, + "FN": 7931, + "FP": 1529, + "IoU": 0.009527798136320804, + "TN": 165681, + "TP": 91, + "n_pred": 1620, + "n_ref": 8022 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8827315203732374, + "FN": 15548, + "FP": 1343, + "IoU": 0.790080035792404, + "TN": 94768, + "TP": 63573, + "n_pred": 64916, + "n_ref": 79121 + }, + "7": { + "Dice": 0.22797927461139897, + "FN": 5978, + "FP": 3707, + "IoU": 0.1286549707602339, + "TN": 164117, + "TP": 1430, + "n_pred": 5137, + "n_ref": 7408 + }, + "8": { + "Dice": 0.0, + "FN": 3048, + "FP": 0, + "IoU": 0.0, + "TN": 172184, + "TP": 0, + "n_pred": 0, + "n_ref": 3048 + }, + "9": { + "Dice": 0.4832945783869783, + "FN": 3746, + "FP": 4698, + "IoU": 0.3186476236585169, + "TN": 162839, + "TP": 3949, + "n_pred": 8647, + "n_ref": 7695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3333333333333333, + "FN": 5609, + "FP": 23, + "IoU": 0.2, + "TN": 343424, + "TP": 1408, + "n_pred": 1431, + "n_ref": 7017 + }, + "10": { + "Dice": 0.04303086997193639, + "FN": 3475, + "FP": 5732, + "IoU": 0.02198852772466539, + "TN": 341050, + "TP": 207, + "n_pred": 5939, + "n_ref": 3682 + }, + "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": 0.19025787965616045, + "FN": 2795, + "FP": 31, + "IoU": 0.10512982900569981, + "TN": 347306, + "TP": 332, + "n_pred": 363, + "n_ref": 3127 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4920, + "IoU": 0.0, + "TN": 345544, + "TP": 0, + "n_pred": 4920, + "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": 614, + "IoU": 0.0, + "TN": 349850, + "TP": 0, + "n_pred": 614, + "n_ref": 0 + }, + "3": { + "Dice": 0.3641933427907646, + "FN": 26721, + "FP": 4204, + "IoU": 0.22263837916645718, + "TN": 310682, + "TP": 8857, + "n_pred": 13061, + "n_ref": 35578 + }, + "4": { + "Dice": 0.0, + "FN": 29707, + "FP": 0, + "IoU": 0.0, + "TN": 320757, + "TP": 0, + "n_pred": 0, + "n_ref": 29707 + }, + "5": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 350382, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "6": { + "Dice": 0.7286960303462272, + "FN": 3875, + "FP": 7354, + "IoU": 0.5731878824736782, + "TN": 324155, + "TP": 15080, + "n_pred": 22434, + "n_ref": 18955 + }, + "7": { + "Dice": 0.11359062565058342, + "FN": 10536, + "FP": 78877, + "IoU": 0.06021525719450926, + "TN": 255322, + "TP": 5729, + "n_pred": 84606, + "n_ref": 16265 + }, + "8": { + "Dice": 0.8973695391865271, + "FN": 2581, + "FP": 76, + "IoU": 0.813844321446087, + "TN": 336191, + "TP": 11616, + "n_pred": 11692, + "n_ref": 14197 + }, + "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_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.0, + "FN": 0, + "FP": 1828, + "IoU": 0.0, + "TN": 348636, + "TP": 0, + "n_pred": 1828, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 216, + "FP": 0, + "IoU": 0.0, + "TN": 350248, + "TP": 0, + "n_pred": 0, + "n_ref": 216 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 46351, + "IoU": 0.0, + "TN": 304113, + "TP": 0, + "n_pred": 46351, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.5800133940967969, + "FN": 101903, + "FP": 945, + "IoU": 0.40846398950916224, + "TN": 176598, + "TP": 71018, + "n_pred": 71963, + "n_ref": 172921 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 22750, + "IoU": 0.0, + "TN": 327714, + "TP": 0, + "n_pred": 22750, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 350433, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "9": { + "Dice": 0.002664890073284477, + "FN": 1497, + "FP": 0, + "IoU": 0.00133422281521014, + "TN": 348965, + "TP": 2, + "n_pred": 2, + "n_ref": 1499 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.5567801526036321, + "FN": 5403, + "FP": 4530, + "IoU": 0.38579025476131584, + "TN": 159060, + "TP": 6239, + "n_pred": 10769, + "n_ref": 11642 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.29558823529411765, + "FN": 576, + "FP": 382, + "IoU": 0.1734253666954271, + "TN": 174073, + "TP": 201, + "n_pred": 583, + "n_ref": 777 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 31107, + "IoU": 0.0, + "TN": 144125, + "TP": 0, + "n_pred": 31107, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 206, + "IoU": 0.0, + "TN": 175026, + "TP": 0, + "n_pred": 206, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.561839569349372, + "FN": 29, + "FP": 6564, + "IoU": 0.39066543438077633, + "TN": 164412, + "TP": 4227, + "n_pred": 10791, + "n_ref": 4256 + }, + "7": { + "Dice": 0.7801651151674242, + "FN": 53843, + "FP": 425, + "IoU": 0.6395661616731867, + "TN": 24669, + "TP": 96295, + "n_pred": 96720, + "n_ref": 150138 + }, + "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": 572, + "IoU": 0.0, + "TN": 174660, + "TP": 0, + "n_pred": 572, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 2671, + "IoU": 0.0, + "TN": 172561, + "TP": 0, + "n_pred": 2671, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8824012707454675, + "FN": 5487, + "FP": 3101, + "IoU": 0.7895510684179573, + "TN": 134424, + "TP": 32220, + "n_pred": 35321, + "n_ref": 37707 + }, + "15": { + "Dice": 0.36545981750951023, + "FN": 23609, + "FP": 244, + "IoU": 0.22358570405572553, + "TN": 144510, + "TP": 6869, + "n_pred": 7113, + "n_ref": 30478 + }, + "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": 967, + "IoU": 0.0, + "TN": 174265, + "TP": 0, + "n_pred": 967, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0390.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.11035679994962495, + "FN": 3117.792592592593, + "FP": 2239.5703703703703, + "IoU": 0.08455062181959346, + "TN": 294131.71851851855, + "TP": 2299.362962962963, + "n_pred": 4538.933333333333, + "n_ref": 5417.155555555555 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 30.166666666666668, + "FP": 1484.5, + "IoU": 0.0, + "TN": 300273.77777777775, + "TP": 0.0, + "n_pred": 1484.5, + "n_ref": 30.166666666666668 + }, + "10": { + "Dice": 0.09343720933726564, + "FN": 1444.3333333333333, + "FP": 3174.3333333333335, + "IoU": 0.0664342719507859, + "TN": 295755.6666666667, + "TP": 1414.111111111111, + "n_pred": 4588.444444444444, + "n_ref": 2858.4444444444443 + }, + "11": { + "Dice": 0.0, + "FN": 186.61111111111111, + "FP": 0.0, + "IoU": 0.0, + "TN": 301601.8333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 186.61111111111111 + }, + "12": { + "Dice": 0.0, + "FN": 21.055555555555557, + "FP": 0.0, + "IoU": 0.0, + "TN": 301767.3888888889, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 21.055555555555557 + }, + "13": { + "Dice": 0.0, + "FN": 3106.1666666666665, + "FP": 1.1666666666666667, + "IoU": 0.0, + "TN": 298681.1111111111, + "TP": 0.0, + "n_pred": 1.1666666666666667, + "n_ref": 3106.1666666666665 + }, + "14": { + "Dice": 0.28337180609726975, + "FN": 1676.8333333333333, + "FP": 5333.111111111111, + "IoU": 0.24643499930776688, + "TN": 289735.1666666667, + "TP": 5043.333333333333, + "n_pred": 10376.444444444445, + "n_ref": 6720.166666666667 + }, + "15": { + "Dice": 0.0, + "FN": 351.3333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 301437.1111111111, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 351.3333333333333 + }, + "2": { + "Dice": 0.2656929614849507, + "FN": 8586.277777777777, + "FP": 416.6666666666667, + "IoU": 0.19607842470003017, + "TN": 290451.1111111111, + "TP": 2334.3888888888887, + "n_pred": 2751.0555555555557, + "n_ref": 10920.666666666666 + }, + "3": { + "Dice": 0.10108281546970765, + "FN": 654.8888888888889, + "FP": 3056.5, + "IoU": 0.07144395665758256, + "TN": 297646.8888888889, + "TP": 430.1666666666667, + "n_pred": 3486.6666666666665, + "n_ref": 1085.0555555555557 + }, + "4": { + "Dice": 0.0, + "FN": 783.2222222222222, + "FP": 0.0, + "IoU": 0.0, + "TN": 301005.22222222225, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 783.2222222222222 + }, + "5": { + "Dice": 0.0, + "FN": 167.22222222222223, + "FP": 18.833333333333332, + "IoU": 0.0, + "TN": 301602.3888888889, + "TP": 0.0, + "n_pred": 18.833333333333332, + "n_ref": 167.22222222222223 + }, + "6": { + "Dice": 0.49905201607774585, + "FN": 20819.11111111111, + "FP": 2529.1111111111113, + "IoU": 0.42172162195352125, + "TN": 255301.61111111112, + "TP": 23138.61111111111, + "n_pred": 25667.722222222223, + "n_ref": 43957.72222222222 + }, + "7": { + "Dice": 0.0315037600617012, + "FN": 4467.722222222223, + "FP": 15319.166666666666, + "IoU": 0.019432694292717226, + "TN": 281102.27777777775, + "TP": 899.2777777777778, + "n_pred": 16218.444444444445, + "n_ref": 5367.0 + }, + "8": { + "Dice": 0.1816230190525451, + "FN": 1973.4444444444443, + "FP": 864.8888888888889, + "IoU": 0.12388829078532614, + "TN": 298199.22222222225, + "TP": 750.8888888888889, + "n_pred": 1615.7777777777778, + "n_ref": 2724.3333333333335 + }, + "9": { + "Dice": 0.19958841166318855, + "FN": 2498.5, + "FP": 1395.2777777777778, + "IoU": 0.1228250676461717, + "TN": 297415.0, + "TP": 479.6666666666667, + "n_pred": 1874.9444444444443, + "n_ref": 2978.1666666666665 + } + }, + "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": 0.6768252225044044, + "FN": 8694, + "FP": 5431, + "IoU": 0.5115161156453175, + "TN": 321548, + "TP": 14791, + "n_pred": 20222, + "n_ref": 23485 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 18587, + "FP": 0, + "IoU": 0.0, + "TN": 331877, + "TP": 0, + "n_pred": 0, + "n_ref": 18587 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 1179, + "IoU": 0.0, + "TN": 349285, + "TP": 0, + "n_pred": 1179, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 314, + "FP": 0, + "IoU": 0.0, + "TN": 350150, + "TP": 0, + "n_pred": 0, + "n_ref": 314 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7460098787003124, + "FN": 1973, + "FP": 5586, + "IoU": 0.594908896034298, + "TN": 331804, + "TP": 11101, + "n_pred": 16687, + "n_ref": 13074 + }, + "7": { + "Dice": 0.3919690777487813, + "FN": 45246, + "FP": 4148, + "IoU": 0.24375717675878436, + "TN": 285149, + "TP": 15921, + "n_pred": 20069, + "n_ref": 61167 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1862, + "IoU": 0.0, + "TN": 348602, + "TP": 0, + "n_pred": 1862, + "n_ref": 0 + }, + "9": { + "Dice": 0.1641626969585929, + "FN": 3333, + "FP": 1229, + "IoU": 0.08942115768463074, + "TN": 345454, + "TP": 448, + "n_pred": 1677, + "n_ref": 3781 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 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": 0.0, + "FN": 578, + "FP": 185, + "IoU": 0.0, + "TN": 349701, + "TP": 0, + "n_pred": 185, + "n_ref": 578 + }, + "6": { + "Dice": 0.8790492620279854, + "FN": 523, + "FP": 108, + "IoU": 0.7841997264021888, + "TN": 347540, + "TP": 2293, + "n_pred": 2401, + "n_ref": 2816 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.19235304025602157, + "FN": 6987, + "FP": 2603, + "IoU": 0.1064107342527022, + "TN": 339732, + "TP": 1142, + "n_pred": 3745, + "n_ref": 8129 + }, + "9": { + "Dice": 0.22390868038133468, + "FN": 11310, + "FP": 1064, + "IoU": 0.12606822515714386, + "TN": 336305, + "TP": 1785, + "n_pred": 2849, + "n_ref": 13095 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0, + "FP": 11959, + "IoU": 0.0, + "TN": 163273, + "TP": 0, + "n_pred": 11959, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5612706837339994, + "FN": 8200, + "FP": 3042, + "IoU": 0.39011555362664785, + "TN": 156799, + "TP": 7191, + "n_pred": 10233, + "n_ref": 15391 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 16963, + "IoU": 0.0, + "TN": 158269, + "TP": 0, + "n_pred": 16963, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8838735074137253, + "FN": 551, + "FP": 2104, + "IoU": 0.7919115918175406, + "TN": 162473, + "TP": 10104, + "n_pred": 12208, + "n_ref": 10655 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1466, + "IoU": 0.0, + "TN": 173766, + "TP": 0, + "n_pred": 1466, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.8501154182918093, + "FN": 30183, + "FP": 1828, + "IoU": 0.7393049979233006, + "TN": 52441, + "TP": 90780, + "n_pred": 92608, + "n_ref": 120963 + }, + "15": { + "Dice": 0.0, + "FN": 6324, + "FP": 0, + "IoU": 0.0, + "TN": 168908, + "TP": 0, + "n_pred": 0, + "n_ref": 6324 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 175187, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1581, + "IoU": 0.0, + "TN": 173651, + "TP": 0, + "n_pred": 1581, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 543, + "FP": 0, + "IoU": 0.0, + "TN": 174689, + "TP": 0, + "n_pred": 0, + "n_ref": 543 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 8760, + "IoU": 0.0, + "TN": 166472, + "TP": 0, + "n_pred": 8760, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 634, + "FP": 0, + "IoU": 0.0, + "TN": 174598, + "TP": 0, + "n_pred": 0, + "n_ref": 634 + }, + "12": { + "Dice": 0.0, + "FN": 379, + "FP": 0, + "IoU": 0.0, + "TN": 174853, + "TP": 0, + "n_pred": 0, + "n_ref": 379 + }, + "13": { + "Dice": 0.0, + "FN": 210, + "FP": 19, + "IoU": 0.0, + "TN": 175003, + "TP": 0, + "n_pred": 19, + "n_ref": 210 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 17, + "IoU": 0.0, + "TN": 175215, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "3": { + "Dice": 0.665, + "FN": 134, + "FP": 0, + "IoU": 0.49812734082397003, + "TN": 174965, + "TP": 133, + "n_pred": 133, + "n_ref": 267 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 215, + "FP": 95, + "IoU": 0.0, + "TN": 174922, + "TP": 0, + "n_pred": 95, + "n_ref": 215 + }, + "6": { + "Dice": 0.7266885520709646, + "FN": 1919, + "FP": 1994, + "IoU": 0.5707076247942952, + "TN": 166117, + "TP": 5202, + "n_pred": 7196, + "n_ref": 7121 + }, + "7": { + "Dice": 0.0, + "FN": 5434, + "FP": 349, + "IoU": 0.0, + "TN": 169449, + "TP": 0, + "n_pred": 349, + "n_ref": 5434 + }, + "8": { + "Dice": 0.40909480174702406, + "FN": 27455, + "FP": 145, + "IoU": 0.257145933143134, + "TN": 138078, + "TP": 9554, + "n_pred": 9699, + "n_ref": 37009 + }, + "9": { + "Dice": 0.08262012909395171, + "FN": 5911, + "FP": 13276, + "IoU": 0.04309012019350656, + "TN": 155181, + "TP": 864, + "n_pred": 14140, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0105.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": 133, + "IoU": 0.0, + "TN": 175099, + "TP": 0, + "n_pred": 133, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1302, + "IoU": 0.0, + "TN": 173930, + "TP": 0, + "n_pred": 1302, + "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": 51, + "IoU": 0.0, + "TN": 175181, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4600, + "IoU": 0.0, + "TN": 170632, + "TP": 0, + "n_pred": 4600, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2462, + "IoU": 0.0, + "TN": 172770, + "TP": 0, + "n_pred": 2462, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.0, + "FN": 0, + "FP": 3796, + "IoU": 0.0, + "TN": 872364, + "TP": 0, + "n_pred": 3796, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 555, + "FP": 0, + "IoU": 0.0, + "TN": 875605, + "TP": 0, + "n_pred": 0, + "n_ref": 555 + }, + "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": 0.12078756954654213, + "FN": 121733, + "FP": 263, + "IoU": 0.06427563355218752, + "TN": 745784, + "TP": 8380, + "n_pred": 8643, + "n_ref": 130113 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 15967, + "IoU": 0.0, + "TN": 860193, + "TP": 0, + "n_pred": 15967, + "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": 0.7959351857901137, + "FN": 174815, + "FP": 3224, + "IoU": 0.6610401503281288, + "TN": 350909, + "TP": 347212, + "n_pred": 350436, + "n_ref": 522027 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 108811, + "IoU": 0.0, + "TN": 767349, + "TP": 0, + "n_pred": 108811, + "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_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.4444212895427833, + "FN": 11103, + "FP": 15557, + "IoU": 0.28569514776411326, + "TN": 313141, + "TP": 10663, + "n_pred": 26220, + "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": 0.0, + "FN": 15869, + "FP": 0, + "IoU": 0.0, + "TN": 334595, + "TP": 0, + "n_pred": 0, + "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": 0.7586206896551724, + "FN": 102, + "FP": 3, + "IoU": 0.6111111111111112, + "TN": 350194, + "TP": 165, + "n_pred": 168, + "n_ref": 267 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9293, + "IoU": 0.0, + "TN": 341171, + "TP": 0, + "n_pred": 9293, + "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": 0.7361990447628568, + "FN": 5445, + "FP": 1680, + "IoU": 0.5825276850061523, + "TN": 333397, + "TP": 9942, + "n_pred": 11622, + "n_ref": 15387 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 354, + "IoU": 0.0, + "TN": 350110, + "TP": 0, + "n_pred": 354, + "n_ref": 0 + }, + "8": { + "Dice": 0.6699132913647702, + "FN": 1080, + "FP": 1699, + "IoU": 0.5036613681014467, + "TN": 344865, + "TP": 2820, + "n_pred": 4519, + "n_ref": 3900 + }, + "9": { + "Dice": 0.40610745058286873, + "FN": 2878, + "FP": 6496, + "IoU": 0.2547897289132681, + "TN": 337885, + "TP": 3205, + "n_pred": 9701, + "n_ref": 6083 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.0, + "FN": 6201, + "FP": 856, + "IoU": 0.0, + "TN": 168175, + "TP": 0, + "n_pred": 856, + "n_ref": 6201 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 21220, + "FP": 0, + "IoU": 0.0, + "TN": 154012, + "TP": 0, + "n_pred": 0, + "n_ref": 21220 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 39, + "IoU": 0.0, + "TN": 175193, + "TP": 0, + "n_pred": 39, + "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": 0.0, + "FN": 13784, + "FP": 0, + "IoU": 0.0, + "TN": 161448, + "TP": 0, + "n_pred": 0, + "n_ref": 13784 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0010178376040102801, + "FN": 39206, + "FP": 53, + "IoU": 0.0005091779322284173, + "TN": 135953, + "TP": 20, + "n_pred": 73, + "n_ref": 39226 + }, + "7": { + "Dice": 0.017579803053334214, + "FN": 29718, + "FP": 12, + "IoU": 0.008867849046539538, + "TN": 145236, + "TP": 266, + "n_pred": 278, + "n_ref": 29984 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1253, + "IoU": 0.0, + "TN": 173979, + "TP": 0, + "n_pred": 1253, + "n_ref": 0 + }, + "9": { + "Dice": 0.5415549597855228, + "FN": 147, + "FP": 537, + "IoU": 0.3713235294117647, + "TN": 174144, + "TP": 404, + "n_pred": 941, + "n_ref": 551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.0, + "FN": 0, + "FP": 93084, + "IoU": 0.0, + "TN": 82148, + "TP": 0, + "n_pred": 93084, + "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": 91, + "IoU": 0.0, + "TN": 175141, + "TP": 0, + "n_pred": 91, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 401, + "IoU": 0.0, + "TN": 174831, + "TP": 0, + "n_pred": 401, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9281, + "IoU": 0.0, + "TN": 165951, + "TP": 0, + "n_pred": 9281, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 39, + "IoU": 0.0, + "TN": 350425, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 2672, + "IoU": 0.0, + "TN": 347792, + "TP": 0, + "n_pred": 2672, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 806, + "IoU": 0.0, + "TN": 349658, + "TP": 0, + "n_pred": 806, + "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_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 558, + "IoU": 0.0, + "TN": 174674, + "TP": 0, + "n_pred": 558, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1084, + "IoU": 0.0, + "TN": 174148, + "TP": 0, + "n_pred": 1084, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 5812, + "IoU": 0.0, + "TN": 169420, + "TP": 0, + "n_pred": 5812, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 175213, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 99, + "IoU": 0.0, + "TN": 175133, + "TP": 0, + "n_pred": 99, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 910, + "IoU": 0.0, + "TN": 174322, + "TP": 0, + "n_pred": 910, + "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": 943, + "FP": 0, + "IoU": 0.0, + "TN": 174289, + "TP": 0, + "n_pred": 0, + "n_ref": 943 + }, + "6": { + "Dice": 0.011012031919732072, + "FN": 143516, + "FP": 0, + "IoU": 0.005536500017323216, + "TN": 30917, + "TP": 799, + "n_pred": 799, + "n_ref": 144315 + }, + "7": { + "Dice": 0.0, + "FN": 21, + "FP": 82303, + "IoU": 0.0, + "TN": 92908, + "TP": 0, + "n_pred": 82303, + "n_ref": 21 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 3681, + "FP": 0, + "IoU": 0.0, + "TN": 171551, + "TP": 0, + "n_pred": 0, + "n_ref": 3681 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 350457, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 6149, + "IoU": 0.0, + "TN": 344315, + "TP": 0, + "n_pred": 6149, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2024, + "FP": 0, + "IoU": 0.0, + "TN": 348440, + "TP": 0, + "n_pred": 0, + "n_ref": 2024 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 25, + "FP": 0, + "IoU": 0.0, + "TN": 350439, + "TP": 0, + "n_pred": 0, + "n_ref": 25 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7279563575325221, + "FN": 14949, + "FP": 1258, + "IoU": 0.5722730991528331, + "TN": 312573, + "TP": 21684, + "n_pred": 22942, + "n_ref": 36633 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1405, + "IoU": 0.0, + "TN": 349059, + "TP": 0, + "n_pred": 1405, + "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": 8, + "IoU": 0.0, + "TN": 350456, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "6": { + "Dice": 0.8365482233502538, + "FN": 5201, + "FP": 2205, + "IoU": 0.7190226876090751, + "TN": 324106, + "TP": 18952, + "n_pred": 21157, + "n_ref": 24153 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 59669, + "IoU": 0.0, + "TN": 290795, + "TP": 0, + "n_pred": 59669, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3406, + "IoU": 0.0, + "TN": 347058, + "TP": 0, + "n_pred": 3406, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 26073, + "IoU": 0.0, + "TN": 324391, + "TP": 0, + "n_pred": 26073, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4354, + "IoU": 0.0, + "TN": 346110, + "TP": 0, + "n_pred": 4354, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.4882943143812709, + "FN": 9569, + "FP": 70, + "IoU": 0.3230088495575221, + "TN": 336226, + "TP": 4599, + "n_pred": 4669, + "n_ref": 14168 + }, + "3": { + "Dice": 0.4469109701667841, + "FN": 11654, + "FP": 7182, + "IoU": 0.2877561824094381, + "TN": 324018, + "TP": 7610, + "n_pred": 14792, + "n_ref": 19264 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 20742, + "IoU": 0.0, + "TN": 329722, + "TP": 0, + "n_pred": 20742, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6090, + "IoU": 0.0, + "TN": 344374, + "TP": 0, + "n_pred": 6090, + "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_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 700923, + "TP": 0, + "n_pred": 5, + "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": 0.0, + "FN": 1274, + "FP": 0, + "IoU": 0.0, + "TN": 699654, + "TP": 0, + "n_pred": 0, + "n_ref": 1274 + }, + "6": { + "Dice": 0.8713426853707414, + "FN": 1595, + "FP": 1615, + "IoU": 0.7720170454545454, + "TN": 686848, + "TP": 10870, + "n_pred": 12485, + "n_ref": 12465 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1662, + "IoU": 0.0, + "TN": 699266, + "TP": 0, + "n_pred": 1662, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.17835337650323774, + "FN": 17713, + "FP": 51, + "IoU": 0.09790777980905951, + "TN": 681236, + "TP": 1928, + "n_pred": 1979, + "n_ref": 19641 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0378.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": NaN, + "FN": 3244.2074074074076, + "FP": 2277.4, + "IoU": NaN, + "TN": 264194.64814814815, + "TP": 2866.855555555556, + "n_pred": 5144.2555555555555, + "n_ref": 6111.062962962964 + }, + "mean": { + "1": { + "Dice": 0.15213858785701795, + "FN": 1784.0555555555557, + "FP": 559.0, + "IoU": 0.1103768636101396, + "TN": 268302.55555555556, + "TP": 1937.5, + "n_pred": 2496.5, + "n_ref": 3721.5555555555557 + }, + "10": { + "Dice": 0.03136158076208633, + "FN": 6626.5, + "FP": 1278.8333333333333, + "IoU": 0.016940005748340727, + "TN": 264493.94444444444, + "TP": 183.83333333333334, + "n_pred": 1462.6666666666667, + "n_ref": 6810.333333333333 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 272583.1111111111, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 121.88888888888889, + "FP": 0.0, + "IoU": 0.0, + "TN": 272461.22222222225, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 121.88888888888889 + }, + "13": { + "Dice": 0.0, + "FN": 1402.388888888889, + "FP": 0.0, + "IoU": 0.0, + "TN": 271180.72222222225, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1402.388888888889 + }, + "14": { + "Dice": 0.20312606415582646, + "FN": 787.3888888888889, + "FP": 1151.1666666666667, + "IoU": 0.12745181829836333, + "TN": 269981.77777777775, + "TP": 662.7777777777778, + "n_pred": 1813.9444444444443, + "n_ref": 1450.1666666666667 + }, + "15": { + "Dice": 0.5152652871154574, + "FN": 492.72222222222223, + "FP": 432.55555555555554, + "IoU": 0.3470419884737523, + "TN": 271166.05555555556, + "TP": 491.77777777777777, + "n_pred": 924.3333333333334, + "n_ref": 984.5 + }, + "2": { + "Dice": 0.09415214832822055, + "FN": 92.05555555555556, + "FP": 1897.3333333333333, + "IoU": 0.08168457701449566, + "TN": 270322.6111111111, + "TP": 271.1111111111111, + "n_pred": 2168.4444444444443, + "n_ref": 363.1666666666667 + }, + "3": { + "Dice": 0.0010697118724125477, + "FN": 178.61111111111111, + "FP": 4621.277777777777, + "IoU": 0.0005371543376956776, + "TN": 267774.6666666667, + "TP": 8.555555555555555, + "n_pred": 4629.833333333333, + "n_ref": 187.16666666666666 + }, + "4": { + "Dice": 0.0, + "FN": 149.27777777777777, + "FP": 0.0, + "IoU": 0.0, + "TN": 272433.8333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 149.27777777777777 + }, + "5": { + "Dice": 0.0, + "FN": 2439.222222222222, + "FP": 0.0, + "IoU": 0.0, + "TN": 270143.8888888889, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 2439.222222222222 + }, + "6": { + "Dice": 0.39915972707814046, + "FN": 8831.0, + "FP": 12472.944444444445, + "IoU": 0.32816641525325774, + "TN": 224703.88888888888, + "TP": 26575.277777777777, + "n_pred": 39048.22222222222, + "n_ref": 35406.27777777778 + }, + "7": { + "Dice": 0.18351099978741406, + "FN": 22614.333333333332, + "FP": 11072.722222222223, + "IoU": 0.1401684811241175, + "TN": 226918.77777777778, + "TP": 11977.277777777777, + "n_pred": 23050.0, + "n_ref": 34591.61111111111 + }, + "8": { + "Dice": 0.2657900933650083, + "FN": 2250.1111111111113, + "FP": 435.0, + "IoU": 0.20150135647631623, + "TN": 269004.8333333333, + "TP": 893.1666666666666, + "n_pred": 1328.1666666666667, + "n_ref": 3143.277777777778 + }, + "9": { + "Dice": 0.0015662145154523844, + "FN": 893.5555555555555, + "FP": 240.16666666666666, + "IoU": 0.0007861855959567599, + "TN": 271447.8333333333, + "TP": 1.5555555555555556, + "n_pred": 241.72222222222223, + "n_ref": 895.1111111111111 + } + }, + "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_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 175145, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 35, + "FP": 0, + "IoU": 0.0, + "TN": 175197, + "TP": 0, + "n_pred": 0, + "n_ref": 35 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.007135575942915392, + "FN": 377, + "FP": 1571, + "IoU": 0.0035805626598465474, + "TN": 173277, + "TP": 7, + "n_pred": 1578, + "n_ref": 384 + }, + "7": { + "Dice": 0.005155771681338157, + "FN": 67918, + "FP": 3, + "IoU": 0.0025845485116818656, + "TN": 107135, + "TP": 176, + "n_pred": 179, + "n_ref": 68094 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5338645418326693, + "FN": 454, + "FP": 14, + "IoU": 0.3641304347826087, + "TN": 349728, + "TP": 268, + "n_pred": 282, + "n_ref": 722 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.4062521283116529, + "FN": 14173, + "FP": 20699, + "IoU": 0.25490363659672666, + "TN": 303662, + "TP": 11930, + "n_pred": 32629, + "n_ref": 26103 + }, + "15": { + "Dice": 0.5152652871154574, + "FN": 8869, + "FP": 7786, + "IoU": 0.3470419884737523, + "TN": 324957, + "TP": 8852, + "n_pred": 16638, + "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": 0.0, + "FN": 168, + "FP": 16979, + "IoU": 0.0, + "TN": 333317, + "TP": 0, + "n_pred": 16979, + "n_ref": 168 + }, + "7": { + "Dice": 0.8444967957036476, + "FN": 46067, + "FP": 667, + "IoU": 0.730847645046477, + "TN": 176830, + "TP": 126900, + "n_pred": 127567, + "n_ref": 172967 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5810589088434162, + "FN": 103411, + "FP": 0, + "IoU": 0.40950178443968593, + "TN": 107, + "TP": 71714, + "n_pred": 71714, + "n_ref": 175125 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 87765, + "IoU": 0.0, + "TN": 87467, + "TP": 0, + "n_pred": 87765, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6832441610234744, + "FN": 31480, + "FP": 608, + "IoU": 0.5188844740985081, + "TN": 283769, + "TP": 34607, + "n_pred": 35215, + "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": 0.0, + "FN": 0, + "FP": 1433, + "IoU": 0.0, + "TN": 349031, + "TP": 0, + "n_pred": 1433, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 671, + "IoU": 0.0, + "TN": 349793, + "TP": 0, + "n_pred": 671, + "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": 25893, + "IoU": 0.0, + "TN": 324571, + "TP": 0, + "n_pred": 25893, + "n_ref": 0 + }, + "7": { + "Dice": 0.8607379323607791, + "FN": 9417, + "FP": 721, + "IoU": 0.755522330471689, + "TN": 308996, + "TP": 31330, + "n_pred": 32051, + "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_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.2989663397826663, + "FN": 160, + "FP": 2485, + "IoU": 0.17575568712994702, + "TN": 172023, + "TP": 564, + "n_pred": 3049, + "n_ref": 724 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 38826, + "IoU": 0.0, + "TN": 136406, + "TP": 0, + "n_pred": 38826, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.19809760132340778, + "FN": 13552, + "FP": 1960, + "IoU": 0.10993803075510672, + "TN": 333036, + "TP": 1916, + "n_pred": 3876, + "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": 0.0, + "FN": 3313, + "FP": 0, + "IoU": 0.0, + "TN": 347151, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "FN": 0, + "FP": 298, + "IoU": 0.0, + "TN": 350166, + "TP": 0, + "n_pred": 298, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 14641, + "IoU": 0.0, + "TN": 335823, + "TP": 0, + "n_pred": 14641, + "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": 0.6707174903734059, + "FN": 427, + "FP": 8894, + "IoU": 0.5045710641012012, + "TN": 331650, + "TP": 9493, + "n_pred": 18387, + "n_ref": 9920 + }, + "7": { + "Dice": 0.05150688656079801, + "FN": 111631, + "FP": 0, + "IoU": 0.026434215345973382, + "TN": 235802, + "TP": 3031, + "n_pred": 3031, + "n_ref": 114662 + }, + "8": { + "Dice": 0.0, + "FN": 97, + "FP": 0, + "IoU": 0.0, + "TN": 350367, + "TP": 0, + "n_pred": 0, + "n_ref": 97 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 350446, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4267, + "IoU": 0.0, + "TN": 170965, + "TP": 0, + "n_pred": 4267, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 10885, + "IoU": 0.0, + "TN": 164347, + "TP": 0, + "n_pred": 10885, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 14424, + "IoU": 0.0, + "TN": 160808, + "TP": 0, + "n_pred": 14424, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 37793, + "IoU": 0.0, + "TN": 137439, + "TP": 0, + "n_pred": 37793, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5506, + "IoU": 0.0, + "TN": 169726, + "TP": 0, + "n_pred": 5506, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.03923831506058857, + "FN": 3543, + "FP": 3117, + "IoU": 0.020011771630370805, + "TN": 168436, + "TP": 136, + "n_pred": 3253, + "n_ref": 3679 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 17541, + "FP": 0, + "IoU": 0.0, + "TN": 157691, + "TP": 0, + "n_pred": 0, + "n_ref": 17541 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2687, + "FP": 0, + "IoU": 0.0, + "TN": 172545, + "TP": 0, + "n_pred": 0, + "n_ref": 2687 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 516, + "FP": 233, + "IoU": 0.0, + "TN": 174483, + "TP": 0, + "n_pred": 233, + "n_ref": 516 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 175195, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 13366, + "FP": 5080, + "IoU": 0.0, + "TN": 156786, + "TP": 0, + "n_pred": 5080, + "n_ref": 13366 + }, + "9": { + "Dice": 0.0, + "FN": 7505, + "FP": 2098, + "IoU": 0.0, + "TN": 165629, + "TP": 0, + "n_pred": 2098, + "n_ref": 7505 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4693, + "IoU": 0.0, + "TN": 170539, + "TP": 0, + "n_pred": 4693, + "n_ref": 0 + }, + "10": { + "Dice": 0.07090472810841866, + "FN": 25284, + "FP": 2207, + "IoU": 0.03675543097407148, + "TN": 146692, + "TP": 1049, + "n_pred": 3256, + "n_ref": 26333 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4389, + "FP": 0, + "IoU": 0.0, + "TN": 170843, + "TP": 0, + "n_pred": 0, + "n_ref": 4389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2569, + "IoU": 0.0, + "TN": 172663, + "TP": 0, + "n_pred": 2569, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 15835, + "IoU": 0.0, + "TN": 159397, + "TP": 0, + "n_pred": 15835, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3681630861518203, + "FN": 18392, + "FP": 7519, + "IoU": 0.22561267184698147, + "TN": 141772, + "TP": 7549, + "n_pred": 15068, + "n_ref": 25941 + }, + "7": { + "Dice": 0.3527344787431817, + "FN": 21284, + "FP": 10399, + "IoU": 0.21413334656215893, + "TN": 134916, + "TP": 8633, + "n_pred": 19032, + "n_ref": 29917 + }, + "8": { + "Dice": 0.4462962962962963, + "FN": 591, + "FP": 7, + "IoU": 0.2872467222884386, + "TN": 174393, + "TP": 241, + "n_pred": 248, + "n_ref": 832 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 175198, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 175184, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 431, + "IoU": 0.0, + "TN": 174801, + "TP": 0, + "n_pred": 431, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 130, + "IoU": 0.0, + "TN": 175102, + "TP": 0, + "n_pred": 130, + "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": 7659, + "FP": 0, + "IoU": 0.0, + "TN": 167573, + "TP": 0, + "n_pred": 0, + "n_ref": 7659 + }, + "6": { + "Dice": 0.0, + "FN": 37, + "FP": 0, + "IoU": 0.0, + "TN": 175195, + "TP": 0, + "n_pred": 0, + "n_ref": 37 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 175166, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "8": { + "Dice": 0.0704978282659539, + "FN": 22060, + "FP": 196, + "IoU": 0.036536796536796534, + "TN": 152132, + "TP": 844, + "n_pred": 1040, + "n_ref": 22904 + }, + "9": { + "Dice": 0.0, + "FN": 3055, + "FP": 602, + "IoU": 0.0, + "TN": 171575, + "TP": 0, + "n_pred": 602, + "n_ref": 3055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.0, + "FN": 0, + "FP": 4227, + "IoU": 0.0, + "TN": 346237, + "TP": 0, + "n_pred": 4227, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 799, + "IoU": 0.0, + "TN": 349665, + "TP": 0, + "n_pred": 799, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1934, + "IoU": 0.0, + "TN": 348530, + "TP": 0, + "n_pred": 1934, + "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": 36247, + "FP": 0, + "IoU": 0.0, + "TN": 314217, + "TP": 0, + "n_pred": 0, + "n_ref": 36247 + }, + "6": { + "Dice": 0.8239243628391341, + "FN": 6753, + "FP": 18947, + "IoU": 0.7005708959571245, + "TN": 264634, + "TP": 60130, + "n_pred": 79077, + "n_ref": 66883 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 2353, + "IoU": 0.0, + "TN": 348110, + "TP": 0, + "n_pred": 2353, + "n_ref": 1 + }, + "8": { + "Dice": 0.8121563422627915, + "FN": 4388, + "FP": 2547, + "IoU": 0.683723263556346, + "TN": 328537, + "TP": 14992, + "n_pred": 17539, + "n_ref": 19380 + }, + "9": { + "Dice": 0.007831072577261922, + "FN": 5524, + "FP": 1571, + "IoU": 0.003930927979783799, + "TN": 343341, + "TP": 28, + "n_pred": 1599, + "n_ref": 5552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 177, + "IoU": 0.0, + "TN": 175055, + "TP": 0, + "n_pred": 177, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9645225078515761, + "FN": 2317, + "FP": 1953, + "IoU": 0.9314760727926309, + "TN": 112918, + "TP": 58044, + "n_pred": 59997, + "n_ref": 60361 + }, + "7": { + "Dice": 0.4449941413878401, + "FN": 4107, + "FP": 156, + "IoU": 0.2861687876758205, + "TN": 169260, + "TP": 1709, + "n_pred": 1865, + "n_ref": 5816 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0307.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": 28657, + "IoU": 0.0, + "TN": 847503, + "TP": 0, + "n_pred": 28657, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3080, + "IoU": 0.0, + "TN": 873080, + "TP": 0, + "n_pred": 3080, + "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": 0.7356163690161196, + "FN": 17927, + "FP": 96981, + "IoU": 0.5817983964595457, + "TN": 601393, + "TP": 159859, + "n_pred": 256840, + "n_ref": 177786 + }, + "7": { + "Dice": 0.3563400647398084, + "FN": 127586, + "FP": 29104, + "IoU": 0.21679670903665346, + "TN": 676097, + "TP": 43373, + "n_pred": 72477, + "n_ref": 170959 + }, + "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_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 345, + "IoU": 0.0, + "TN": 174887, + "TP": 0, + "n_pred": 345, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 175159, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8229137978518315, + "FN": 3010, + "FP": 848, + "IoU": 0.6991109031352363, + "TN": 162410, + "TP": 8964, + "n_pred": 9812, + "n_ref": 11974 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 133, + "IoU": 0.0, + "TN": 175099, + "TP": 0, + "n_pred": 133, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 179, + "FP": 0, + "IoU": 0.0, + "TN": 525517, + "TP": 0, + "n_pred": 0, + "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": 0.847369334953985, + "FN": 1657, + "FP": 101, + "IoU": 0.735161193130461, + "TN": 519058, + "TP": 4880, + "n_pred": 4981, + "n_ref": 6537 + }, + "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": 0.9697082344418709, + "FN": 5428, + "FP": 928, + "IoU": 0.9411976945351602, + "TN": 417605, + "TP": 101735, + "n_pred": 102663, + "n_ref": 107163 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 54, + "IoU": 0.0, + "TN": 525642, + "TP": 0, + "n_pred": 54, + "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_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.005375163128448309, + "FN": 76863, + "FP": 114, + "IoU": 0.002694824123858263, + "TN": 98047, + "TP": 208, + "n_pred": 322, + "n_ref": 77071 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2194, + "FP": 0, + "IoU": 0.0, + "TN": 173038, + "TP": 0, + "n_pred": 0, + "n_ref": 2194 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 114, + "IoU": 0.0, + "TN": 175118, + "TP": 0, + "n_pred": 114, + "n_ref": 0 + }, + "3": { + "Dice": 0.008557694979300381, + "FN": 3215, + "FP": 32468, + "IoU": 0.004297234701565421, + "TN": 139395, + "TP": 154, + "n_pred": 32622, + "n_ref": 3369 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.14382896015549076, + "FN": 35, + "FP": 3489, + "IoU": 0.0774869109947644, + "TN": 171412, + "TP": 296, + "n_pred": 3785, + "n_ref": 331 + }, + "7": { + "Dice": 0.02020992542123193, + "FN": 19047, + "FP": 23519, + "IoU": 0.010208115335426112, + "TN": 132227, + "TP": 439, + "n_pred": 23958, + "n_ref": 19486 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650466/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 3309.1259259259264, + "FP": 2517.8807407407407, + "IoU": NaN, + "TN": 303303.57259259257, + "TP": 2392.9762962962964, + "n_pred": 4910.857037037038, + "n_ref": 5702.102222222222 + }, + "mean": { + "1": { + "Dice": 0.1018684934805159, + "FN": 2494.7222222222217, + "FP": 887.0222222222222, + "IoU": 0.07172463524104007, + "TN": 306927.3888888889, + "TP": 1214.4222222222222, + "n_pred": 2101.4444444444443, + "n_ref": 3709.1444444444446 + }, + "10": { + "Dice": 0.08233711609099878, + "FN": 3534.7444444444445, + "FP": 2690.3444444444444, + "IoU": 0.05197391476405642, + "TN": 304477.43333333335, + "TP": 821.0333333333332, + "n_pred": 3511.377777777778, + "n_ref": 4355.777777777777 + }, + "11": { + "Dice": NaN, + "FN": 127.77777777777779, + "FP": 0.0, + "IoU": NaN, + "TN": 311395.7777777778, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 127.77777777777779 + }, + "12": { + "Dice": 0.0, + "FN": 184.76666666666668, + "FP": 0.0, + "IoU": 0.0, + "TN": 311338.78888888896, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 184.76666666666668 + }, + "13": { + "Dice": 0.0399123124141111, + "FN": 1996.7222222222222, + "FP": 139.85555555555555, + "IoU": 0.023838332585335485, + "TN": 309302.8333333334, + "TP": 84.14444444444445, + "n_pred": 224.0, + "n_ref": 2080.8666666666663 + }, + "14": { + "Dice": 0.34553943841482965, + "FN": 2708.944444444445, + "FP": 2782.866666666667, + "IoU": 0.28797351032599455, + "TN": 303026.9888888889, + "TP": 3004.7555555555555, + "n_pred": 5787.622222222222, + "n_ref": 5713.7 + }, + "15": { + "Dice": 0.19287987434518897, + "FN": 769.4888888888888, + "FP": 247.66666666666669, + "IoU": 0.12325703662897598, + "TN": 310296.0444444444, + "TP": 210.35555555555555, + "n_pred": 458.02222222222224, + "n_ref": 979.8444444444445 + }, + "2": { + "Dice": 0.1093314518393818, + "FN": 5100.788888888888, + "FP": 2120.7111111111108, + "IoU": 0.07924265868376568, + "TN": 303295.0111111111, + "TP": 1007.0444444444445, + "n_pred": 3127.7555555555564, + "n_ref": 6107.833333333334 + }, + "3": { + "Dice": 0.07685092624054694, + "FN": 4949.011111111111, + "FP": 3839.2777777777783, + "IoU": 0.05108050526556436, + "TN": 301306.41111111117, + "TP": 1428.8555555555556, + "n_pred": 5268.133333333333, + "n_ref": 6377.866666666667 + }, + "4": { + "Dice": 0.0, + "FN": 843.8888888888889, + "FP": 0.0, + "IoU": 0.0, + "TN": 310679.6666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 843.8888888888889 + }, + "5": { + "Dice": NaN, + "FN": 548.0111111111112, + "FP": 9.877777777777776, + "IoU": NaN, + "TN": 310957.8333333333, + "TP": 7.833333333333334, + "n_pred": 17.71111111111111, + "n_ref": 555.8444444444444 + }, + "6": { + "Dice": 0.40729885807358535, + "FN": 11425.777777777777, + "FP": 13360.733333333334, + "IoU": 0.3358536776609522, + "TN": 267073.1111111111, + "TP": 19663.933333333334, + "n_pred": 33024.666666666664, + "n_ref": 31089.71111111111 + }, + "7": { + "Dice": 0.15669986841404002, + "FN": 12031.366666666665, + "FP": 10846.777777777777, + "IoU": 0.11025972387872027, + "TN": 281185.65555555554, + "TP": 7459.755555555555, + "n_pred": 18306.533333333333, + "n_ref": 19491.12222222222 + }, + "8": { + "Dice": 0.17820649712143882, + "FN": 1573.0444444444445, + "FP": 329.94444444444446, + "IoU": 0.1337359248320821, + "TN": 309090.13333333336, + "TP": 530.4333333333333, + "n_pred": 860.3777777777777, + "n_ref": 2103.4777777777776 + }, + "9": { + "Dice": 0.13135327450999476, + "FN": 1347.8333333333335, + "FP": 513.1333333333333, + "IoU": 0.09105128267152708, + "TN": 309200.51111111103, + "TP": 462.07777777777784, + "n_pred": 975.2111111111111, + "n_ref": 1809.911111111111 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/loop_004/summary.json b/nnActive_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/loop_004/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bc0709481f06cabea0607c4c1224ef601e11d4c4 --- /dev/null +++ b/nnActive_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/loop_004/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.4474129002509051, + "FN": 50105.422666666665, + "FP": 31938.712, + "IoU": 0.35432381306892907, + "TN": 96238431.59733333, + "TP": 136485.10800000004, + "n_pred": 168423.81999999998, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8314508350218108, + "FN": 32648.82, + "FP": 21412.06, + "IoU": 0.7432458197094174, + "TN": 96241260.64, + "TP": 161639.32, + "n_pred": 183051.38, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.5669585731365148, + "FN": 29985.42, + "FP": 28641.0, + "IoU": 0.41942048705927376, + "TN": 96354097.28, + "TP": 44237.14, + "n_pred": 72878.14, + "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": 0.26982625358393375, + "FN": 47021.44, + "FP": 7850.16, + "IoU": 0.1656774613733977, + "TN": 96391252.54, + "TP": 10836.7, + "n_pred": 18686.86, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.5565071760032261, + "FN": 74694.38, + "FP": 15248.34, + "IoU": 0.4419617605746019, + "TN": 96303354.36, + "TP": 63663.76, + "n_pred": 78912.1, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.30804144521577276, + "FN": 46791.48, + "FP": 1674.28, + "IoU": 0.22131929668028927, + "TN": 96401239.52, + "TP": 7255.56, + "n_pred": 8929.84, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.583327979613253, + "FN": 77625.52, + "FP": 29516.34, + "IoU": 0.445326915041901, + "TN": 96270602.8, + "TP": 79216.18, + "n_pred": 108732.52, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.745799176258071, + "FN": 20663.72, + "FP": 78452.98, + "IoU": 0.6062754719121559, + "TN": 96215105.28, + "TP": 142738.86, + "n_pred": 221191.84, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.0, + "FN": 26577.5, + "FP": 0.0, + "IoU": 0.0, + "TN": 96430383.34, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.10757944716434978, + "FN": 15916.06, + "FP": 374.06, + "IoU": 0.06483294546484172, + "TN": 96439434.62, + "TP": 1236.1, + "n_pred": 1610.16, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9092812602745258, + "FN": 141520.56, + "FP": 105336.72, + "IoU": 0.8381949312288186, + "TN": 94992400.5, + "TP": 1217703.06, + "n_pred": 1323039.78, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.5320075974236596, + "FN": 141800.84, + "FP": 156370.56, + "IoU": 0.3778562444974185, + "TN": 95961665.62, + "TP": 197123.82, + "n_pred": 353494.38, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.7166089010807078, + "FN": 48134.18, + "FP": 24105.46, + "IoU": 0.5661945489173266, + "TN": 96300486.2, + "TP": 84235.0, + "n_pred": 108340.46, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.5838048589877508, + "FN": 40264.38, + "FP": 10098.72, + "IoU": 0.42455131357449366, + "TN": 96369206.62, + "TP": 37391.12, + "n_pred": 47489.84, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8452081393275346, + "FN": 7373, + "FP": 23877, + "IoU": 0.7319138349618675, + "TN": 119476753, + "TP": 85317, + "n_pred": 109194, + "n_ref": 92690 + }, + "10": { + "Dice": 0.6940378215853455, + "FN": 19128, + "FP": 30429, + "IoU": 0.5314379183843274, + "TN": 119487556, + "TP": 56207, + "n_pred": 86636, + "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": 0.2847742643026869, + "FN": 40293, + "FP": 22315, + "IoU": 0.16602728047740836, + "TN": 119518248, + "TP": 12464, + "n_pred": 34779, + "n_ref": 52757 + }, + "14": { + "Dice": 0.0, + "FN": 247485, + "FP": 1, + "IoU": 0.0, + "TN": 119345834, + "TP": 0, + "n_pred": 1, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 472, + "IoU": 0.0, + "TN": 119559985, + "TP": 0, + "n_pred": 472, + "n_ref": 32863 + }, + "2": { + "Dice": 0.7234078747950883, + "FN": 47244, + "FP": 24296, + "IoU": 0.5666711085805662, + "TN": 119428226, + "TP": 93554, + "n_pred": 117850, + "n_ref": 140798 + }, + "3": { + "Dice": 0.8307061020069586, + "FN": 10649, + "FP": 54455, + "IoU": 0.7104339665440571, + "TN": 119368487, + "TP": 159729, + "n_pred": 214184, + "n_ref": 170378 + }, + "4": { + "Dice": 0.0, + "FN": 77704, + "FP": 0, + "IoU": 0.0, + "TN": 119515616, + "TP": 0, + "n_pred": 0, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 1381, + "IoU": 0.0, + "TN": 119527675, + "TP": 0, + "n_pred": 1381, + "n_ref": 64264 + }, + "6": { + "Dice": 0.8973780733558143, + "FN": 119870, + "FP": 123040, + "IoU": 0.8138583603964523, + "TN": 118288346, + "TP": 1062064, + "n_pred": 1185104, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 302304, + "IoU": 0.0, + "TN": 119291016, + "TP": 0, + "n_pred": 302304, + "n_ref": 0 + }, + "8": { + "Dice": 0.6599813361146182, + "FN": 136218, + "FP": 18635, + "IoU": 0.49251652525570316, + "TN": 119288181, + "TP": 150286, + "n_pred": 168921, + "n_ref": 286504 + }, + "9": { + "Dice": 0.5943768134224802, + "FN": 38841, + "FP": 12605, + "IoU": 0.42285643769842607, + "TN": 119504181, + "TP": 37693, + "n_pred": 50298, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9309890206677878, + "FN": 19440, + "FP": 5633, + "IoU": 0.8708881748336732, + "TN": 72631464, + "TP": 169123, + "n_pred": 174756, + "n_ref": 188563 + }, + "10": { + "Dice": 0.5298601336787494, + "FN": 29488, + "FP": 39655, + "IoU": 0.36041477808817274, + "TN": 72717554, + "TP": 38963, + "n_pred": 78618, + "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": 0.39639961698052983, + "FN": 34659, + "FP": 12618, + "IoU": 0.24719351602681486, + "TN": 72762859, + "TP": 15524, + "n_pred": 28142, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7684004464040689, + "FN": 13888, + "FP": 24089, + "IoU": 0.6239044534894085, + "TN": 72724683, + "TP": 63000, + "n_pred": 87089, + "n_ref": 76888 + }, + "15": { + "Dice": 0.570480261503646, + "FN": 25465, + "FP": 158, + "IoU": 0.3990712727784423, + "TN": 72783021, + "TP": 17016, + "n_pred": 17174, + "n_ref": 42481 + }, + "2": { + "Dice": 0.8605925074160427, + "FN": 13851, + "FP": 25672, + "IoU": 0.7552982695105718, + "TN": 72664145, + "TP": 121992, + "n_pred": 147664, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9131296160694041, + "FN": 4316, + "FP": 19055, + "IoU": 0.8401458256385002, + "TN": 72679458, + "TP": 122831, + "n_pred": 141886, + "n_ref": 127147 + }, + "4": { + "Dice": 0.0, + "FN": 27010, + "FP": 0, + "IoU": 0.0, + "TN": 72798650, + "TP": 0, + "n_pred": 0, + "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": 0.9218177694385451, + "FN": 90106, + "FP": 99482, + "IoU": 0.8549739954056893, + "TN": 71518391, + "TP": 1117681, + "n_pred": 1217163, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.6115994522726269, + "FN": 100421, + "FP": 75439, + "IoU": 0.44050649020106897, + "TN": 72511340, + "TP": 138460, + "n_pred": 213899, + "n_ref": 238881 + }, + "8": { + "Dice": 0.8380247056441115, + "FN": 14742, + "FP": 2055, + "IoU": 0.7212069909874023, + "TN": 72765411, + "TP": 43452, + "n_pred": 45507, + "n_ref": 58194 + }, + "9": { + "Dice": 0.6406141939093474, + "FN": 36765, + "FP": 9484, + "IoU": 0.47125267237535584, + "TN": 72738191, + "TP": 41220, + "n_pred": 50704, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9378528380941034, + "FN": 23892, + "FP": 7405, + "IoU": 0.8829782460758433, + "TN": 71542042, + "TP": 236149, + "n_pred": 243554, + "n_ref": 260041 + }, + "10": { + "Dice": 0.761590113033237, + "FN": 19030, + "FP": 27731, + "IoU": 0.6149741866956501, + "TN": 71688039, + "TP": 74688, + "n_pred": 102419, + "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": 0.3263699742622254, + "FN": 50840, + "FP": 3076, + "IoU": 0.19500724129178673, + "TN": 71742511, + "TP": 13061, + "n_pred": 16137, + "n_ref": 63901 + }, + "14": { + "Dice": 0.5657952359836852, + "FN": 316103, + "FP": 180, + "IoU": 0.39450101560062106, + "TN": 71287137, + "TP": 206068, + "n_pred": 206248, + "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": 0.24590597078505066, + "FN": 124072, + "FP": 15777, + "IoU": 0.140189731388064, + "TN": 71646837, + "TP": 22802, + "n_pred": 38579, + "n_ref": 146874 + }, + "3": { + "Dice": 0.7082682399867043, + "FN": 14529, + "FP": 125899, + "IoU": 0.5483090699724021, + "TN": 71498594, + "TP": 170466, + "n_pred": 296365, + "n_ref": 184995 + }, + "4": { + "Dice": 0.0, + "FN": 13975, + "FP": 0, + "IoU": 0.0, + "TN": 71795513, + "TP": 0, + "n_pred": 0, + "n_ref": 13975 + }, + "5": { + "Dice": 0.2190582382708637, + "FN": 9066, + "FP": 39, + "IoU": 0.1230013484877673, + "TN": 71799106, + "TP": 1277, + "n_pred": 1316, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9511706011986566, + "FN": 78531, + "FP": 41561, + "IoU": 0.9068878144393203, + "TN": 70519732, + "TP": 1169664, + "n_pred": 1211225, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7233314318311466, + "FN": 39868, + "FP": 109512, + "IoU": 0.5665773011617515, + "TN": 71464836, + "TP": 195272, + "n_pred": 304784, + "n_ref": 235140 + }, + "8": { + "Dice": 0.7804588007596119, + "FN": 16917, + "FP": 19268, + "IoU": 0.6399609961891685, + "TN": 71708985, + "TP": 64318, + "n_pred": 83586, + "n_ref": 81235 + }, + "9": { + "Dice": 0.6313527198369697, + "FN": 42769, + "FP": 10234, + "IoU": 0.4612968797642037, + "TN": 71711098, + "TP": 45387, + "n_pred": 55621, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9511513728861191, + "FN": 12811, + "FP": 7874, + "IoU": 0.9068528558819821, + "TN": 135223442, + "TP": 201383, + "n_pred": 209257, + "n_ref": 214194 + }, + "10": { + "Dice": 0.6689368947536448, + "FN": 34847, + "FP": 14929, + "IoU": 0.5025583626479053, + "TN": 135345446, + "TP": 50288, + "n_pred": 65217, + "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": 0.3676381985238741, + "FN": 30810, + "FP": 2776, + "IoU": 0.22521857482294863, + "TN": 135402161, + "TP": 9763, + "n_pred": 12539, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8166128323235412, + "FN": 36200, + "FP": 11775, + "IoU": 0.6900639576200013, + "TN": 135290720, + "TP": 106815, + "n_pred": 118590, + "n_ref": 143015 + }, + "15": { + "Dice": 0.1663648399811295, + "FN": 45833, + "FP": 8946, + "IoU": 0.09072952112208482, + "TN": 135385265, + "TP": 5466, + "n_pred": 14412, + "n_ref": 51299 + }, + "2": { + "Dice": 0.7074058219178082, + "FN": 87254, + "FP": 13904, + "IoU": 0.5472760390793178, + "TN": 135222067, + "TP": 122285, + "n_pred": 136189, + "n_ref": 209539 + }, + "3": { + "Dice": 0.7613218452176878, + "FN": 23680, + "FP": 103719, + "IoU": 0.6146244222345909, + "TN": 135114926, + "TP": 203185, + "n_pred": 306904, + "n_ref": 226865 + }, + "4": { + "Dice": 0.0, + "FN": 36841, + "FP": 0, + "IoU": 0.0, + "TN": 135408669, + "TP": 0, + "n_pred": 0, + "n_ref": 36841 + }, + "5": { + "Dice": 0.012966308853225635, + "FN": 27861, + "FP": 0, + "IoU": 0.00652545999144202, + "TN": 135417466, + "TP": 183, + "n_pred": 183, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9420786058441315, + "FN": 115866, + "FP": 74301, + "IoU": 0.8904996260103335, + "TN": 133708831, + "TP": 1546512, + "n_pred": 1620813, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.4064534940227427, + "FN": 96511, + "FP": 202732, + "IoU": 0.25506221029519394, + "TN": 135043808, + "TP": 102459, + "n_pred": 305191, + "n_ref": 198970 + }, + "8": { + "Dice": 0.5607240870884768, + "FN": 159377, + "FP": 44704, + "IoU": 0.3895876267075042, + "TN": 135111177, + "TP": 130252, + "n_pred": 174956, + "n_ref": 289629 + }, + "9": { + "Dice": 0.30056163068321823, + "FN": 80347, + "FP": 1972, + "IoU": 0.1768593884366938, + "TN": 135345504, + "TP": 17687, + "n_pred": 19659, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8111136289246419, + "FN": 62924, + "FP": 27100, + "IoU": 0.6822465532942248, + "TN": 105470691, + "TP": 193290, + "n_pred": 220390, + "n_ref": 256214 + }, + "10": { + "Dice": 0.1310416586380978, + "FN": 51984, + "FP": 60759, + "IoU": 0.07011480980502129, + "TN": 105632761, + "TP": 8501, + "n_pred": 69260, + "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": 0.22928450422595187, + "FN": 68518, + "FP": 14737, + "IoU": 0.1294869247900961, + "TN": 105658366, + "TP": 12384, + "n_pred": 27121, + "n_ref": 80902 + }, + "14": { + "Dice": 0.7555098785320441, + "FN": 77076, + "FP": 477, + "IoU": 0.6070838695295322, + "TN": 105556627, + "TP": 119825, + "n_pred": 120302, + "n_ref": 196901 + }, + "15": { + "Dice": 0.6450242582779976, + "FN": 13507, + "FP": 2370, + "IoU": 0.4760411854003036, + "TN": 105723703, + "TP": 14425, + "n_pred": 16795, + "n_ref": 27932 + }, + "2": { + "Dice": 0.7699079920620603, + "FN": 35531, + "FP": 34616, + "IoU": 0.6258946380382494, + "TN": 105566499, + "TP": 117359, + "n_pred": 151975, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8685745464465966, + "FN": 12272, + "FP": 35902, + "IoU": 0.7676816388730818, + "TN": 105546643, + "TP": 159188, + "n_pred": 195090, + "n_ref": 171460 + }, + "4": { + "Dice": 0.0, + "FN": 40854, + "FP": 0, + "IoU": 0.0, + "TN": 105713151, + "TP": 0, + "n_pred": 0, + "n_ref": 40854 + }, + "5": { + "Dice": 0.01427883844055832, + "FN": 12276, + "FP": 12, + "IoU": 0.007190757049365759, + "TN": 105741628, + "TP": 89, + "n_pred": 101, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9154069726653064, + "FN": 133940, + "FP": 125301, + "IoU": 0.8440096419528444, + "TN": 104092101, + "TP": 1402663, + "n_pred": 1527964, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.5762087818331394, + "FN": 60708, + "FP": 244773, + "IoU": 0.40470033420701346, + "TN": 105240850, + "TP": 207674, + "n_pred": 452447, + "n_ref": 268382 + }, + "8": { + "Dice": 0.776123740823195, + "FN": 21907, + "FP": 16608, + "IoU": 0.6341521334397203, + "TN": 105648729, + "TP": 66761, + "n_pred": 83369, + "n_ref": 88668 + }, + "9": { + "Dice": 0.6964463249404638, + "FN": 29624, + "FP": 9763, + "IoU": 0.5342674707343029, + "TN": 105669435, + "TP": 45183, + "n_pred": 54946, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9211438524739541, + "FN": 13161, + "FP": 27946, + "IoU": 0.8538152696133343, + "TN": 96856681, + "TP": 240092, + "n_pred": 268038, + "n_ref": 253253 + }, + "10": { + "Dice": 0.7463886969336186, + "FN": 22926, + "FP": 37996, + "IoU": 0.5953908481105133, + "TN": 96987310, + "TP": 89648, + "n_pred": 127644, + "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": 0.4219018872182572, + "FN": 34941, + "FP": 6045, + "IoU": 0.26734832505094563, + "TN": 97081938, + "TP": 14956, + "n_pred": 21001, + "n_ref": 49897 + }, + "14": { + "Dice": 0.5547108032350594, + "FN": 162647, + "FP": 820, + "IoU": 0.383806095331436, + "TN": 96872595, + "TP": 101818, + "n_pred": 102638, + "n_ref": 264465 + }, + "15": { + "Dice": 0.249786008870905, + "FN": 19162, + "FP": 120, + "IoU": 0.1427174106348924, + "TN": 97115388, + "TP": 3210, + "n_pred": 3330, + "n_ref": 22372 + }, + "2": { + "Dice": 0.4198650337415646, + "FN": 96006, + "FP": 20050, + "IoU": 0.26571466533378046, + "TN": 96979827, + "TP": 41997, + "n_pred": 62047, + "n_ref": 138003 + }, + "3": { + "Dice": 0.6746245040336598, + "FN": 17765, + "FP": 117954, + "IoU": 0.5090063201612057, + "TN": 96861463, + "TP": 140698, + "n_pred": 258652, + "n_ref": 158463 + }, + "4": { + "Dice": 0.0, + "FN": 27496, + "FP": 0, + "IoU": 0.0, + "TN": 97110384, + "TP": 0, + "n_pred": 0, + "n_ref": 27496 + }, + "5": { + "Dice": 0.02536940827204642, + "FN": 14445, + "FP": 0, + "IoU": 0.012847673067723638, + "TN": 97123247, + "TP": 188, + "n_pred": 188, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9423548075143199, + "FN": 138539, + "FP": 28068, + "IoU": 0.8909933257481135, + "TN": 95609469, + "TP": 1361804, + "n_pred": 1389872, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.5957443054190495, + "FN": 85439, + "FP": 143662, + "IoU": 0.4242420434668972, + "TN": 96739968, + "TP": 168811, + "n_pred": 312473, + "n_ref": 254250 + }, + "8": { + "Dice": 0.8402370855008557, + "FN": 28398, + "FP": 9500, + "IoU": 0.7244903893686935, + "TN": 97000324, + "TP": 99658, + "n_pred": 109158, + "n_ref": 128056 + }, + "9": { + "Dice": 0.6867149173944607, + "FN": 21756, + "FP": 20967, + "IoU": 0.5228985895674897, + "TN": 97048333, + "TP": 46824, + "n_pred": 67791, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9556147472392186, + "FN": 5069, + "FP": 10578, + "IoU": 0.9150021457245758, + "TN": 130582705, + "TP": 168440, + "n_pred": 179018, + "n_ref": 173509 + }, + "10": { + "Dice": 0.6954082276367253, + "FN": 30398, + "FP": 10643, + "IoU": 0.5330466145566668, + "TN": 130678901, + "TP": 46850, + "n_pred": 57493, + "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": 0.05839593908629442, + "FN": 59210, + "FP": 10351, + "IoU": 0.03007613151510081, + "TN": 130695074, + "TP": 2157, + "n_pred": 12508, + "n_ref": 61367 + }, + "14": { + "Dice": 0.8137505124861952, + "FN": 49270, + "FP": 1155, + "IoU": 0.6859859760122554, + "TN": 130606210, + "TP": 110157, + "n_pred": 111312, + "n_ref": 159427 + }, + "15": { + "Dice": 0.7074500816941456, + "FN": 12120, + "FP": 1667, + "IoU": 0.547329021243064, + "TN": 130736335, + "TP": 16670, + "n_pred": 18337, + "n_ref": 28790 + }, + "2": { + "Dice": 0.6852993153838157, + "FN": 74039, + "FP": 10725, + "IoU": 0.5212588107717332, + "TN": 130589736, + "TP": 92292, + "n_pred": 103017, + "n_ref": 166331 + }, + "3": { + "Dice": 0.7629542327614115, + "FN": 15218, + "FP": 78508, + "IoU": 0.616755057061895, + "TN": 130522233, + "TP": 150833, + "n_pred": 229341, + "n_ref": 166051 + }, + "4": { + "Dice": 0.0, + "FN": 29936, + "FP": 0, + "IoU": 0.0, + "TN": 130736856, + "TP": 0, + "n_pred": 0, + "n_ref": 29936 + }, + "5": { + "Dice": 0.3217491731849441, + "FN": 25180, + "FP": 660, + "IoU": 0.19171697582032593, + "TN": 130734823, + "TP": 6129, + "n_pred": 6789, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9490065337426085, + "FN": 76944, + "FP": 58482, + "IoU": 0.9029614019600326, + "TN": 129371203, + "TP": 1260163, + "n_pred": 1318645, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.7523911571830237, + "FN": 83227, + "FP": 155253, + "IoU": 0.6030665472714987, + "TN": 130165986, + "TP": 362326, + "n_pred": 517579, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8005335439759905, + "FN": 60972, + "FP": 23369, + "IoU": 0.6674080295914223, + "TN": 130513205, + "TP": 169246, + "n_pred": 192615, + "n_ref": 230218 + }, + "9": { + "Dice": 0.4949876559020441, + "FN": 67243, + "FP": 3738, + "IoU": 0.3288927548290109, + "TN": 130661025, + "TP": 34786, + "n_pred": 38524, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6791983069836923, + "FN": 72628, + "FP": 48491, + "IoU": 0.5142318567389256, + "TN": 71986673, + "TP": 128216, + "n_pred": 176707, + "n_ref": 200844 + }, + "10": { + "Dice": 0.2850552013551358, + "FN": 45919, + "FP": 38072, + "IoU": 0.16621829552787015, + "TN": 72135273, + "TP": 16744, + "n_pred": 54816, + "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": 0.11703839963209933, + "FN": 65857, + "FP": 3263, + "IoU": 0.06215655147148614, + "TN": 72162307, + "TP": 4581, + "n_pred": 7844, + "n_ref": 70438 + }, + "14": { + "Dice": 0.25605688802449345, + "FN": 56993, + "FP": 40930, + "IoU": 0.14682639947723808, + "TN": 72121233, + "TP": 16852, + "n_pred": 57782, + "n_ref": 73845 + }, + "15": { + "Dice": 0.0388168137000519, + "FN": 27755, + "FP": 28, + "IoU": 0.01979254868755292, + "TN": 72207664, + "TP": 561, + "n_pred": 589, + "n_ref": 28316 + }, + "2": { + "Dice": 0.008776776471634246, + "FN": 126604, + "FP": 29475, + "IoU": 0.0044077310709957265, + "TN": 72079238, + "TP": 691, + "n_pred": 30166, + "n_ref": 127295 + }, + "3": { + "Dice": 0.6859381544045791, + "FN": 11018, + "FP": 132958, + "IoU": 0.5219983798355932, + "TN": 71934804, + "TP": 157228, + "n_pred": 290186, + "n_ref": 168246 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 72236008, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.011383849163998577, + "FN": 8179, + "FP": 158, + "IoU": 0.005724508050089445, + "TN": 72227623, + "TP": 48, + "n_pred": 206, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7514665522721553, + "FN": 399433, + "FP": 336354, + "IoU": 0.6018793918895156, + "TN": 70387857, + "TP": 1112364, + "n_pred": 1448718, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.3972363988024716, + "FN": 174134, + "FP": 326991, + "IoU": 0.2478446593781332, + "TN": 71569756, + "TP": 165127, + "n_pred": 492118, + "n_ref": 339261 + }, + "8": { + "Dice": 0.79240263204695, + "FN": 11883, + "FP": 17300, + "IoU": 0.6561811519928369, + "TN": 72151129, + "TP": 55696, + "n_pred": 72996, + "n_ref": 67579 + }, + "9": { + "Dice": 0.23634860084829407, + "FN": 40760, + "FP": 16494, + "IoU": 0.13401095078198264, + "TN": 72169894, + "TP": 8860, + "n_pred": 25354, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.07628438369509864, + "FN": 83824, + "FP": 41333, + "IoU": 0.03965470938039516, + "TN": 52422795, + "TP": 5168, + "n_pred": 46501, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0012707287629455492, + "FN": 47154, + "FP": 3, + "IoU": 0.0006357683260219976, + "TN": 52505933, + "TP": 30, + "n_pred": 33, + "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": 0.037588097102584185, + "FN": 21159, + "FP": 2192, + "IoU": 0.019154030327214685, + "TN": 52529313, + "TP": 456, + "n_pred": 2648, + "n_ref": 21615 + }, + "14": { + "Dice": 0.2586812037935927, + "FN": 47177, + "FP": 2458, + "IoU": 0.1485547645595677, + "TN": 52494825, + "TP": 8660, + "n_pred": 11118, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 0, + "IoU": 0.0, + "TN": 52527851, + "TP": 0, + "n_pred": 0, + "n_ref": 25269 + }, + "2": { + "Dice": 0.44738711627475986, + "FN": 84381, + "FP": 40856, + "IoU": 0.28815110383557285, + "TN": 52377188, + "TP": 50695, + "n_pred": 91551, + "n_ref": 135076 + }, + "3": { + "Dice": 0.6370213020373569, + "FN": 52528, + "FP": 50681, + "IoU": 0.4673743639497559, + "TN": 52359346, + "TP": 90565, + "n_pred": 141246, + "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": 0.2546514856984171, + "FN": 5365, + "FP": 3, + "IoU": 0.14590294351630867, + "TN": 52546835, + "TP": 917, + "n_pred": 920, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8597769668104759, + "FN": 105613, + "FP": 112021, + "IoU": 0.7540427984562268, + "TN": 51668275, + "TP": 667211, + "n_pred": 779232, + "n_ref": 772824 + }, + "7": { + "Dice": 0.15896369228792392, + "FN": 173270, + "FP": 36180, + "IoU": 0.08634468077681423, + "TN": 52323876, + "TP": 19794, + "n_pred": 55974, + "n_ref": 193064 + }, + "8": { + "Dice": 0.6684146724733983, + "FN": 22313, + "FP": 14614, + "IoU": 0.501969088015537, + "TN": 52478974, + "TP": 37219, + "n_pred": 51833, + "n_ref": 59532 + }, + "9": { + "Dice": 0.4146345839837792, + "FN": 54982, + "FP": 10264, + "IoU": 0.2615388097878987, + "TN": 52464766, + "TP": 23108, + "n_pred": 33372, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8686203209905355, + "FN": 17299, + "FP": 66017, + "IoU": 0.7677531575881072, + "TN": 143778511, + "TP": 275423, + "n_pred": 341440, + "n_ref": 292722 + }, + "10": { + "Dice": 0.6508241424612768, + "FN": 39328, + "FP": 23928, + "IoU": 0.4823864426751332, + "TN": 144015043, + "TP": 58951, + "n_pred": 82879, + "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": 0.2695531281032771, + "FN": 87336, + "FP": 4609, + "IoU": 0.15577081994307226, + "TN": 144028340, + "TP": 16965, + "n_pred": 21574, + "n_ref": 104301 + }, + "14": { + "Dice": 0.5872189164644808, + "FN": 236799, + "FP": 6831, + "IoU": 0.4156474936618992, + "TN": 143720327, + "TP": 173293, + "n_pred": 180124, + "n_ref": 410092 + }, + "15": { + "Dice": 0.24667971480497694, + "FN": 19137, + "FP": 2417, + "IoU": 0.14069289957341627, + "TN": 144112167, + "TP": 3529, + "n_pred": 5946, + "n_ref": 22666 + }, + "2": { + "Dice": 0.5432361325365563, + "FN": 83630, + "FP": 7863, + "IoU": 0.3729061000685401, + "TN": 143991350, + "TP": 54407, + "n_pred": 62270, + "n_ref": 138037 + }, + "3": { + "Dice": 0.7680333229740197, + "FN": 8619, + "FP": 91399, + "IoU": 0.6234205334417687, + "TN": 143871654, + "TP": 165578, + "n_pred": 256977, + "n_ref": 174197 + }, + "4": { + "Dice": 0.0, + "FN": 51170, + "FP": 0, + "IoU": 0.0, + "TN": 144086080, + "TP": 0, + "n_pred": 0, + "n_ref": 51170 + }, + "5": { + "Dice": 0.1099236641221374, + "FN": 30260, + "FP": 56, + "IoU": 0.05815831987075929, + "TN": 144105062, + "TP": 1872, + "n_pred": 1928, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9321745480830674, + "FN": 107683, + "FP": 74350, + "IoU": 0.8729652832395517, + "TN": 142704311, + "TP": 1250906, + "n_pred": 1325256, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.5500032908930022, + "FN": 98645, + "FP": 147487, + "IoU": 0.37931347529176795, + "TN": 143740702, + "TP": 150416, + "n_pred": 297903, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7091544308578442, + "FN": 78911, + "FP": 44297, + "IoU": 0.5493720146005691, + "TN": 143863836, + "TP": 150206, + "n_pred": 194503, + "n_ref": 229117 + }, + "9": { + "Dice": 0.53995450651384, + "FN": 57904, + "FP": 4388, + "IoU": 0.3698203302039495, + "TN": 144038402, + "TP": 36556, + "n_pred": 40944, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9380110801221849, + "FN": 16253, + "FP": 9885, + "IoU": 0.8832588199037951, + "TN": 111555023, + "TP": 197759, + "n_pred": 207644, + "n_ref": 214012 + }, + "10": { + "Dice": 0.3709776700936415, + "FN": 31839, + "FP": 16190, + "IoU": 0.22773025469513763, + "TN": 111716728, + "TP": 14163, + "n_pred": 30353, + "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": 0.29589623879442517, + "FN": 42232, + "FP": 8743, + "IoU": 0.173637454203547, + "TN": 111717234, + "TP": 10711, + "n_pred": 19454, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8086705966322134, + "FN": 15498, + "FP": 20691, + "IoU": 0.6787968082934666, + "TN": 111666253, + "TP": 76478, + "n_pred": 97169, + "n_ref": 91976 + }, + "15": { + "Dice": 0.5425678209776222, + "FN": 4222, + "FP": 6755, + "IoU": 0.37227654829301765, + "TN": 111761433, + "TP": 6510, + "n_pred": 13265, + "n_ref": 10732 + }, + "2": { + "Dice": 0.6433078019911923, + "FN": 104346, + "FP": 8724, + "IoU": 0.4741737314737738, + "TN": 111563887, + "TP": 101963, + "n_pred": 110687, + "n_ref": 206309 + }, + "3": { + "Dice": 0.47832558728751157, + "FN": 3026, + "FP": 128750, + "IoU": 0.31434161164270585, + "TN": 111586731, + "TP": 60413, + "n_pred": 189163, + "n_ref": 63439 + }, + "4": { + "Dice": 0.0, + "FN": 18679, + "FP": 0, + "IoU": 0.0, + "TN": 111760241, + "TP": 0, + "n_pred": 0, + "n_ref": 18679 + }, + "5": { + "Dice": 0.1097552373562813, + "FN": 24860, + "FP": 382, + "IoU": 0.05806403462944996, + "TN": 111752122, + "TP": 1556, + "n_pred": 1938, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9418012210281314, + "FN": 106631, + "FP": 32795, + "IoU": 0.8900040708260621, + "TN": 110511364, + "TP": 1128130, + "n_pred": 1160925, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.47978887956426586, + "FN": 121763, + "FP": 131147, + "IoU": 0.31560674245478826, + "TN": 111409381, + "TP": 116629, + "n_pred": 247776, + "n_ref": 238392 + }, + "8": { + "Dice": 0.5453540739922085, + "FN": 168687, + "FP": 12318, + "IoU": 0.3749050296307552, + "TN": 111489356, + "TP": 108559, + "n_pred": 120877, + "n_ref": 277246 + }, + "9": { + "Dice": 0.6372969015313196, + "FN": 39429, + "FP": 7137, + "IoU": 0.46767113265352783, + "TN": 111691444, + "TP": 40910, + "n_pred": 48047, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.813535446126471, + "FN": 44703, + "FP": 10627, + "IoU": 0.68568036311786, + "TN": 198911844, + "TP": 120701, + "n_pred": 131328, + "n_ref": 165404 + }, + "10": { + "Dice": 0.6489617839541084, + "FN": 22966, + "FP": 20482, + "IoU": 0.4803430252723989, + "TN": 199004266, + "TP": 40161, + "n_pred": 60643, + "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": 0.0566264137455641, + "FN": 34485, + "FP": 2466, + "IoU": 0.0291382028376248, + "TN": 199049815, + "TP": 1109, + "n_pred": 3575, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5678601387427933, + "FN": 25624, + "FP": 6831, + "IoU": 0.39651164952862644, + "TN": 199034096, + "TP": 21324, + "n_pred": 28155, + "n_ref": 46948 + }, + "15": { + "Dice": 0.017001302288306597, + "FN": 137378, + "FP": 0, + "IoU": 0.008573531746604506, + "TN": 198949309, + "TP": 1188, + "n_pred": 1188, + "n_ref": 138566 + }, + "2": { + "Dice": 0.8242787896427812, + "FN": 19130, + "FP": 27961, + "IoU": 0.701083541218365, + "TN": 198930336, + "TP": 110448, + "n_pred": 138409, + "n_ref": 129578 + }, + "3": { + "Dice": 0.8923190835141556, + "FN": 8676, + "FP": 22737, + "IoU": 0.8055741235888295, + "TN": 198926307, + "TP": 130155, + "n_pred": 152892, + "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": 0.1888632504680221, + "FN": 17899, + "FP": 732, + "IoU": 0.10427884615384615, + "TN": 199067075, + "TP": 2169, + "n_pred": 2901, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9336402806051719, + "FN": 82506, + "FP": 69953, + "IoU": 0.8755397110601889, + "TN": 197862914, + "TP": 1072502, + "n_pred": 1142455, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.6175493697168407, + "FN": 62189, + "FP": 54224, + "IoU": 0.44670627376425853, + "TN": 198877475, + "TP": 93987, + "n_pred": 148211, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8677900359807083, + "FN": 16335, + "FP": 14751, + "IoU": 0.7664568088591047, + "TN": 198954769, + "TP": 102020, + "n_pred": 116771, + "n_ref": 118355 + }, + "9": { + "Dice": 0.7789962203290344, + "FN": 32397, + "FP": 7890, + "IoU": 0.6379965674954398, + "TN": 198976586, + "TP": 71002, + "n_pred": 78892, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9193903396710578, + "FN": 18129, + "FP": 11023, + "IoU": 0.8508070706967318, + "TN": 130879794, + "TP": 166246, + "n_pred": 177269, + "n_ref": 184375 + }, + "10": { + "Dice": 0.5711436359664536, + "FN": 22587, + "FP": 67719, + "IoU": 0.3997208189311353, + "TN": 130924752, + "TP": 60134, + "n_pred": 127853, + "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": 0.1539148612694793, + "FN": 82059, + "FP": 6983, + "IoU": 0.08337365273159635, + "TN": 130978051, + "TP": 8099, + "n_pred": 15082, + "n_ref": 90158 + }, + "14": { + "Dice": 0.0, + "FN": 56613, + "FP": 3107, + "IoU": 0.0, + "TN": 131015472, + "TP": 0, + "n_pred": 3107, + "n_ref": 56613 + }, + "15": { + "Dice": 0.628515865863492, + "FN": 14328, + "FP": 1336, + "IoU": 0.4582742521182777, + "TN": 131046277, + "TP": 13251, + "n_pred": 14587, + "n_ref": 27579 + }, + "2": { + "Dice": 0.43290973589843923, + "FN": 92771, + "FP": 84033, + "IoU": 0.2762506703126215, + "TN": 130830903, + "TP": 67485, + "n_pred": 151518, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7343336018198809, + "FN": 13657, + "FP": 113988, + "IoU": 0.5801952259108459, + "TN": 130771134, + "TP": 176413, + "n_pred": 290401, + "n_ref": 190070 + }, + "4": { + "Dice": 0.0, + "FN": 73080, + "FP": 0, + "IoU": 0.0, + "TN": 131002112, + "TP": 0, + "n_pred": 0, + "n_ref": 73080 + }, + "5": { + "Dice": 0.018735678662892573, + "FN": 14560, + "FP": 0, + "IoU": 0.009456425607184162, + "TN": 131060493, + "TP": 139, + "n_pred": 139, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9349676971060185, + "FN": 114334, + "FP": 73971, + "IoU": 0.8778773137354217, + "TN": 129533259, + "TP": 1353628, + "n_pred": 1427599, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.5468379125345473, + "FN": 348312, + "FP": 362475, + "IoU": 0.37630895909782514, + "TN": 129935546, + "TP": 428859, + "n_pred": 791334, + "n_ref": 777171 + }, + "8": { + "Dice": 0.7088600419477354, + "FN": 40652, + "FP": 31252, + "IoU": 0.5490187469816042, + "TN": 130915753, + "TP": 87535, + "n_pred": 118787, + "n_ref": 128187 + }, + "9": { + "Dice": 0.5776997800133475, + "FN": 30485, + "FP": 20770, + "IoU": 0.406172882416322, + "TN": 130988879, + "TP": 35058, + "n_pred": 55828, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.822187317182629, + "FN": 10348, + "FP": 78404, + "IoU": 0.6980628831538195, + "TN": 101323258, + "TP": 205190, + "n_pred": 283594, + "n_ref": 215538 + }, + "10": { + "Dice": 0.2918575848943124, + "FN": 27383, + "FP": 62100, + "IoU": 0.1708625594173624, + "TN": 101509277, + "TP": 18440, + "n_pred": 80540, + "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": 0.5584361595585873, + "FN": 30531, + "FP": 16205, + "IoU": 0.387382191403741, + "TN": 101540911, + "TP": 29553, + "n_pred": 45758, + "n_ref": 60084 + }, + "14": { + "Dice": 0.6958939993361503, + "FN": 22984, + "FP": 10915, + "IoU": 0.533617665267937, + "TN": 101544515, + "TP": 38786, + "n_pred": 49701, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7800896770618168, + "FN": 10040, + "FP": 3055, + "IoU": 0.6394647724456926, + "TN": 101580879, + "TP": 23226, + "n_pred": 26281, + "n_ref": 33266 + }, + "2": { + "Dice": 0.09357361226246232, + "FN": 163482, + "FP": 8187, + "IoU": 0.04908325486068797, + "TN": 101436670, + "TP": 8861, + "n_pred": 17048, + "n_ref": 172343 + }, + "3": { + "Dice": 0.665859804368961, + "FN": 5174, + "FP": 163236, + "IoU": 0.4990928288867077, + "TN": 101280990, + "TP": 167800, + "n_pred": 331036, + "n_ref": 172974 + }, + "4": { + "Dice": 0.0, + "FN": 16213, + "FP": 0, + "IoU": 0.0, + "TN": 101600987, + "TP": 0, + "n_pred": 0, + "n_ref": 16213 + }, + "5": { + "Dice": 0.2197839584928128, + "FN": 26495, + "FP": 1024, + "IoU": 0.12345914954610607, + "TN": 101585805, + "TP": 3876, + "n_pred": 4900, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8755095066570024, + "FN": 262984, + "FP": 98388, + "IoU": 0.7785832889117634, + "TN": 99985110, + "TP": 1270718, + "n_pred": 1369106, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.6688412433740011, + "FN": 116363, + "FP": 192068, + "IoU": 0.5024503952250363, + "TN": 100997300, + "TP": 311469, + "n_pred": 503537, + "n_ref": 427832 + }, + "8": { + "Dice": 0.6931803357774545, + "FN": 91131, + "FP": 33524, + "IoU": 0.5304330465442163, + "TN": 101351732, + "TP": 140813, + "n_pred": 174337, + "n_ref": 231944 + }, + "9": { + "Dice": 0.6802194069652316, + "FN": 33936, + "FP": 10313, + "IoU": 0.5154034015616957, + "TN": 101525889, + "TP": 47062, + "n_pred": 57375, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8742718398591647, + "FN": 34792, + "FP": 16058, + "IoU": 0.7766278492578422, + "TN": 118954565, + "TP": 176797, + "n_pred": 192855, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7015469828953469, + "FN": 23245, + "FP": 25681, + "IoU": 0.5402944686128781, + "TN": 119075783, + "TP": 57503, + "n_pred": 83184, + "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": 0.410440477314946, + "FN": 20039, + "FP": 17411, + "IoU": 0.2582101968862655, + "TN": 119131726, + "TP": 13036, + "n_pred": 30447, + "n_ref": 33075 + }, + "14": { + "Dice": 0.0, + "FN": 65867, + "FP": 659, + "IoU": 0.0, + "TN": 119115686, + "TP": 0, + "n_pred": 659, + "n_ref": 65867 + }, + "15": { + "Dice": 0.17149641616463657, + "FN": 18770, + "FP": 71, + "IoU": 0.09379058246356596, + "TN": 119161421, + "TP": 1950, + "n_pred": 2021, + "n_ref": 20720 + }, + "2": { + "Dice": 0.5984793106208147, + "FN": 81322, + "FP": 69180, + "IoU": 0.4270213883791583, + "TN": 118919546, + "TP": 112164, + "n_pred": 181344, + "n_ref": 193486 + }, + "3": { + "Dice": 0.817462432366674, + "FN": 20610, + "FP": 58165, + "IoU": 0.6912781925420806, + "TN": 118927047, + "TP": 176390, + "n_pred": 234555, + "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": 0.2789997572226269, + "FN": 14849, + "FP": 0, + "IoU": 0.16211488545310912, + "TN": 119164490, + "TP": 2873, + "n_pred": 2873, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9132753751452346, + "FN": 145617, + "FP": 156981, + "IoU": 0.8403926388134333, + "TN": 117286322, + "TP": 1593292, + "n_pred": 1750273, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.5484213027593786, + "FN": 112989, + "FP": 191077, + "IoU": 0.3778102446680295, + "TN": 118693509, + "TP": 184637, + "n_pred": 375714, + "n_ref": 297626 + }, + "8": { + "Dice": 0.7922858212238412, + "FN": 21835, + "FP": 9798, + "IoU": 0.6560209651812705, + "TN": 119090250, + "TP": 60329, + "n_pred": 70127, + "n_ref": 82164 + }, + "9": { + "Dice": 0.6696704393692078, + "FN": 35879, + "FP": 13095, + "IoU": 0.5033868743408777, + "TN": 119083596, + "TP": 49642, + "n_pred": 62737, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4043, + "IoU": 0.0, + "TN": 61328437, + "TP": 0, + "n_pred": 4043, + "n_ref": 0 + }, + "10": { + "Dice": 0.4459083728278041, + "FN": 20315, + "FP": 14759, + "IoU": 0.28692540711976744, + "TN": 61283293, + "TP": 14113, + "n_pred": 28872, + "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": 0.2723943297858589, + "FN": 43213, + "FP": 7448, + "IoU": 0.15767158818834798, + "TN": 61272336, + "TP": 9483, + "n_pred": 16931, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8669583335904445, + "FN": 59831, + "FP": 4850, + "IoU": 0.765160151910132, + "TN": 61057054, + "TP": 210745, + "n_pred": 215595, + "n_ref": 270576 + }, + "15": { + "Dice": 0.001139554759676041, + "FN": 98172, + "FP": 0, + "IoU": 0.0005701022111821477, + "TN": 61234252, + "TP": 56, + "n_pred": 56, + "n_ref": 98228 + }, + "2": { + "Dice": 0.7001368995475868, + "FN": 68630, + "FP": 10443, + "IoU": 0.5386235668232342, + "TN": 61161095, + "TP": 92312, + "n_pred": 102755, + "n_ref": 160942 + }, + "3": { + "Dice": 0.8136506141748471, + "FN": 9911, + "FP": 44476, + "IoU": 0.6858440050600447, + "TN": 61159359, + "TP": 118734, + "n_pred": 163210, + "n_ref": 128645 + }, + "4": { + "Dice": 0.0, + "FN": 42189, + "FP": 0, + "IoU": 0.0, + "TN": 61290291, + "TP": 0, + "n_pred": 0, + "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": 0.9144900037374052, + "FN": 59737, + "FP": 154644, + "IoU": 0.8424519413786971, + "TN": 59971746, + "TP": 1146353, + "n_pred": 1300997, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.3658187100066737, + "FN": 129679, + "FP": 128793, + "IoU": 0.2238544231577683, + "TN": 60999460, + "TP": 74548, + "n_pred": 203341, + "n_ref": 204227 + }, + "8": { + "Dice": 0.6397721319096498, + "FN": 38863, + "FP": 9954, + "IoU": 0.470341879414541, + "TN": 61240313, + "TP": 43350, + "n_pred": 53304, + "n_ref": 82213 + }, + "9": { + "Dice": 0.5974625884164435, + "FN": 26124, + "FP": 24070, + "IoU": 0.4259869173413842, + "TN": 61245036, + "TP": 37250, + "n_pred": 61320, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9167048582672742, + "FN": 22138, + "FP": 6033, + "IoU": 0.8462189323594758, + "TN": 148924311, + "TP": 155018, + "n_pred": 161051, + "n_ref": 177156 + }, + "10": { + "Dice": 0.4755162708535195, + "FN": 36731, + "FP": 42840, + "IoU": 0.3119195448020615, + "TN": 148991858, + "TP": 36071, + "n_pred": 78911, + "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": 0.13336325523038162, + "FN": 77830, + "FP": 7129, + "IoU": 0.07144574626213168, + "TN": 149016004, + "TP": 6537, + "n_pred": 13666, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8337423249360627, + "FN": 12544, + "FP": 19570, + "IoU": 0.7148868922902092, + "TN": 148994864, + "TP": 80522, + "n_pred": 100092, + "n_ref": 93066 + }, + "15": { + "Dice": 0.4578181597425987, + "FN": 26731, + "FP": 62, + "IoU": 0.2968639286182916, + "TN": 149069395, + "TP": 11312, + "n_pred": 11374, + "n_ref": 38043 + }, + "2": { + "Dice": 0.7579036450462431, + "FN": 37893, + "FP": 38202, + "IoU": 0.6101810395172279, + "TN": 148912294, + "TP": 119111, + "n_pred": 157313, + "n_ref": 157004 + }, + "3": { + "Dice": 0.3635387261340629, + "FN": 35038, + "FP": 52667, + "IoU": 0.22214929979690118, + "TN": 148994747, + "TP": 25048, + "n_pred": 77715, + "n_ref": 60086 + }, + "4": { + "Dice": 0.0, + "FN": 25833, + "FP": 0, + "IoU": 0.0, + "TN": 149081667, + "TP": 0, + "n_pred": 0, + "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": 0.912963863042816, + "FN": 124614, + "FP": 62515, + "IoU": 0.8398652372297128, + "TN": 147938928, + "TP": 981443, + "n_pred": 1043958, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.36926300230681747, + "FN": 172205, + "FP": 179417, + "IoU": 0.22643933560664392, + "TN": 148652950, + "TP": 102928, + "n_pred": 282345, + "n_ref": 275133 + }, + "8": { + "Dice": 0.7382229005695119, + "FN": 89527, + "FP": 9436, + "IoU": 0.5850660159410993, + "TN": 148868997, + "TP": 139540, + "n_pred": 148976, + "n_ref": 229067 + }, + "9": { + "Dice": 0.5713051500197683, + "FN": 48472, + "FP": 10080, + "IoU": 0.39987905746820135, + "TN": 149009933, + "TP": 39015, + "n_pred": 49095, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6992676080070489, + "FN": 216308, + "FP": 40697, + "IoU": 0.537595290400701, + "TN": 100156999, + "TP": 298796, + "n_pred": 339493, + "n_ref": 515104 + }, + "10": { + "Dice": 0.30496217983020696, + "FN": 27928, + "FP": 20129, + "IoU": 0.1799146757679181, + "TN": 100654200, + "TP": 10543, + "n_pred": 30672, + "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": 3931, + "IoU": 0.0, + "TN": 100669714, + "TP": 0, + "n_pred": 3931, + "n_ref": 39155 + }, + "14": { + "Dice": 0.03511152147832696, + "FN": 151100, + "FP": 2517, + "IoU": 0.01786947293046569, + "TN": 100556388, + "TP": 2795, + "n_pred": 5312, + "n_ref": 153895 + }, + "15": { + "Dice": 0.03864246965938217, + "FN": 93389, + "FP": 4, + "IoU": 0.019701899863545713, + "TN": 100617530, + "TP": 1877, + "n_pred": 1881, + "n_ref": 95266 + }, + "2": { + "Dice": 0.02163999668352541, + "FN": 230024, + "FP": 53176, + "IoU": 0.01093835128452286, + "TN": 100426468, + "TP": 3132, + "n_pred": 56308, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6202315518652789, + "FN": 25060, + "FP": 218495, + "IoU": 0.44951857879034446, + "TN": 100270360, + "TP": 198885, + "n_pred": 417380, + "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": 0.7163786373168891, + "FN": 724172, + "FP": 347883, + "IoU": 0.5580918627121215, + "TN": 98286832, + "TP": 1353913, + "n_pred": 1701796, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.34179517439035273, + "FN": 86134, + "FP": 245723, + "IoU": 0.20612361579920627, + "TN": 100294779, + "TP": 86164, + "n_pred": 331887, + "n_ref": 172298 + }, + "8": { + "Dice": 0.5888691727678949, + "FN": 46763, + "FP": 35952, + "IoU": 0.4173030320108206, + "TN": 100570848, + "TP": 59237, + "n_pred": 95189, + "n_ref": 106000 + }, + "9": { + "Dice": 0.44130614346552816, + "FN": 60716, + "FP": 43448, + "IoU": 0.28312560649126306, + "TN": 100567497, + "TP": 41139, + "n_pred": 84587, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9115874979826779, + "FN": 10052, + "FP": 3096, + "IoU": 0.8375386136167058, + "TN": 78869770, + "TP": 67782, + "n_pred": 70878, + "n_ref": 77834 + }, + "10": { + "Dice": 0.5044039032668647, + "FN": 24083, + "FP": 5120, + "IoU": 0.3372594408133624, + "TN": 78906636, + "TP": 14861, + "n_pred": 19981, + "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": 0.04957845727947653, + "FN": 57829, + "FP": 2595, + "IoU": 0.025419354838709676, + "TN": 78888700, + "TP": 1576, + "n_pred": 4171, + "n_ref": 59405 + }, + "14": { + "Dice": 0.016919426390178478, + "FN": 26941, + "FP": 11175, + "IoU": 0.008531890542087191, + "TN": 78912256, + "TP": 328, + "n_pred": 11503, + "n_ref": 27269 + }, + "15": { + "Dice": 0.3899411796449193, + "FN": 44667, + "FP": 553, + "IoU": 0.24219064217723554, + "TN": 78891028, + "TP": 14452, + "n_pred": 15005, + "n_ref": 59119 + }, + "2": { + "Dice": 0.7753241202450492, + "FN": 29375, + "FP": 11627, + "IoU": 0.6330851558864589, + "TN": 78838952, + "TP": 70746, + "n_pred": 82373, + "n_ref": 100121 + }, + "3": { + "Dice": 0.8553102336825141, + "FN": 5069, + "FP": 21865, + "IoU": 0.7471982879990989, + "TN": 78844158, + "TP": 79608, + "n_pred": 101473, + "n_ref": 84677 + }, + "4": { + "Dice": 0.0, + "FN": 17128, + "FP": 0, + "IoU": 0.0, + "TN": 78933572, + "TP": 0, + "n_pred": 0, + "n_ref": 17128 + }, + "5": { + "Dice": 0.018380470039264782, + "FN": 34475, + "FP": 25, + "IoU": 0.009275478850185223, + "TN": 78915877, + "TP": 323, + "n_pred": 348, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9091192807608509, + "FN": 86615, + "FP": 37437, + "IoU": 0.8333810147409422, + "TN": 78206175, + "TP": 620473, + "n_pred": 657910, + "n_ref": 707088 + }, + "7": { + "Dice": 0.4165546944720318, + "FN": 514334, + "FP": 64914, + "IoU": 0.2630685714358413, + "TN": 78164673, + "TP": 206779, + "n_pred": 271693, + "n_ref": 721113 + }, + "8": { + "Dice": 0.5148645995801973, + "FN": 211775, + "FP": 13110, + "IoU": 0.3466785583554608, + "TN": 78606482, + "TP": 119333, + "n_pred": 132443, + "n_ref": 331108 + }, + "9": { + "Dice": 0.1317268032866747, + "FN": 52992, + "FP": 478, + "IoU": 0.0705072488961513, + "TN": 78893174, + "TP": 4056, + "n_pred": 4534, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9483812135573365, + "FN": 5720, + "FP": 9790, + "IoU": 0.9018298510674658, + "TN": 104846449, + "TP": 142481, + "n_pred": 152271, + "n_ref": 148201 + }, + "10": { + "Dice": 0.6843260495100271, + "FN": 27841, + "FP": 26954, + "IoU": 0.5201334641118156, + "TN": 104890252, + "TP": 59393, + "n_pred": 86347, + "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": 0.39826316705752235, + "FN": 58373, + "FP": 386, + "IoU": 0.24864457061019896, + "TN": 104926236, + "TP": 19445, + "n_pred": 19831, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7470235134149172, + "FN": 25032, + "FP": 5480, + "IoU": 0.5961991477197534, + "TN": 104928878, + "TP": 45050, + "n_pred": 50530, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8394022218303651, + "FN": 5319, + "FP": 1967, + "IoU": 0.723249895544498, + "TN": 104978113, + "TP": 19041, + "n_pred": 21008, + "n_ref": 24360 + }, + "2": { + "Dice": 0.5542914782263598, + "FN": 103709, + "FP": 4107, + "IoU": 0.3834047250038603, + "TN": 104829583, + "TP": 67041, + "n_pred": 71148, + "n_ref": 170750 + }, + "3": { + "Dice": 0.7348024429764427, + "FN": 6160, + "FP": 100224, + "IoU": 0.5807807949812229, + "TN": 104750673, + "TP": 147383, + "n_pred": 247607, + "n_ref": 153543 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 105004440, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.18329653201714508, + "FN": 26552, + "FP": 4887, + "IoU": 0.10089512969371121, + "TN": 104969473, + "TP": 3528, + "n_pred": 8415, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9591073982235867, + "FN": 66206, + "FP": 33534, + "IoU": 0.9214278174201161, + "TN": 103735034, + "TP": 1169666, + "n_pred": 1203200, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.5816126648744675, + "FN": 45113, + "FP": 221019, + "IoU": 0.4100520714413969, + "TN": 104553329, + "TP": 184979, + "n_pred": 405998, + "n_ref": 230092 + }, + "8": { + "Dice": 0.5982817142713773, + "FN": 199258, + "FP": 24900, + "IoU": 0.4268202251213313, + "TN": 104613362, + "TP": 166920, + "n_pred": 191820, + "n_ref": 366178 + }, + "9": { + "Dice": 0.6919237841223657, + "FN": 42188, + "FP": 3553, + "IoU": 0.5289628965985974, + "TN": 104907333, + "TP": 51366, + "n_pred": 54919, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7622373166104248, + "FN": 154969, + "FP": 9199, + "IoU": 0.6158186273018518, + "TN": 177248969, + "TP": 263151, + "n_pred": 272350, + "n_ref": 418120 + }, + "10": { + "Dice": 0.24548857384503303, + "FN": 57303, + "FP": 32800, + "IoU": 0.13991848111415509, + "TN": 177571527, + "TP": 14658, + "n_pred": 47458, + "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": 0.1832031384031201, + "FN": 69074, + "FP": 2341, + "IoU": 0.10083853746978243, + "TN": 177596864, + "TP": 8009, + "n_pred": 10350, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8673774532436445, + "FN": 15189, + "FP": 3482, + "IoU": 0.7658133380159795, + "TN": 177596561, + "TP": 61056, + "n_pred": 64538, + "n_ref": 76245 + }, + "15": { + "Dice": 0.8323122507630272, + "FN": 4489, + "FP": 3038, + "IoU": 0.7127866600526577, + "TN": 177650081, + "TP": 18680, + "n_pred": 21718, + "n_ref": 23169 + }, + "2": { + "Dice": 0.43659926265221766, + "FN": 153792, + "FP": 2541, + "IoU": 0.27926254108903814, + "TN": 177459381, + "TP": 60574, + "n_pred": 63115, + "n_ref": 214366 + }, + "3": { + "Dice": 0.7193575670555826, + "FN": 10150, + "FP": 143479, + "IoU": 0.5617161735002454, + "TN": 177325764, + "TP": 196895, + "n_pred": 340374, + "n_ref": 207045 + }, + "4": { + "Dice": 0.0, + "FN": 34433, + "FP": 0, + "IoU": 0.0, + "TN": 177641855, + "TP": 0, + "n_pred": 0, + "n_ref": 34433 + }, + "5": { + "Dice": 0.5156499379322574, + "FN": 19550, + "FP": 2300, + "IoU": 0.3473910576147666, + "TN": 177642807, + "TP": 11631, + "n_pred": 13931, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8908641161136729, + "FN": 233158, + "FP": 152098, + "IoU": 0.8032055666544241, + "TN": 175718631, + "TP": 1572401, + "n_pred": 1724499, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.6087398492575031, + "FN": 133442, + "FP": 168317, + "IoU": 0.4375456660155376, + "TN": 177139784, + "TP": 234745, + "n_pred": 403062, + "n_ref": 368187 + }, + "8": { + "Dice": 0.7323593439624251, + "FN": 45703, + "FP": 66667, + "IoU": 0.5777341871091871, + "TN": 177410176, + "TP": 153742, + "n_pred": 220409, + "n_ref": 199445 + }, + "9": { + "Dice": 0.5693210530605591, + "FN": 79344, + "FP": 5200, + "IoU": 0.3979376744716003, + "TN": 177535864, + "TP": 55880, + "n_pred": 61080, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.894780688490354, + "FN": 30249, + "FP": 6631, + "IoU": 0.8095955971563247, + "TN": 193811842, + "TP": 156813, + "n_pred": 163444, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8641553855208947, + "FN": 13636, + "FP": 9444, + "IoU": 0.7608042284174525, + "TN": 193909045, + "TP": 73410, + "n_pred": 82854, + "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": 0.40856483975947755, + "FN": 47920, + "FP": 6964, + "IoU": 0.2567272924256172, + "TN": 193931694, + "TP": 18957, + "n_pred": 25921, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7897130462397612, + "FN": 10004, + "FP": 25091, + "IoU": 0.6525006683631539, + "TN": 193904542, + "TP": 65898, + "n_pred": 90989, + "n_ref": 75902 + }, + "15": { + "Dice": 0.5350574908731106, + "FN": 13125, + "FP": 502, + "IoU": 0.36524128936090927, + "TN": 193984067, + "TP": 7841, + "n_pred": 8343, + "n_ref": 20966 + }, + "2": { + "Dice": 0.8066107948650867, + "FN": 4781, + "FP": 59530, + "IoU": 0.6758991881227039, + "TN": 193807106, + "TP": 134118, + "n_pred": 193648, + "n_ref": 138899 + }, + "3": { + "Dice": 0.7740966354446409, + "FN": 45919, + "FP": 5814, + "IoU": 0.6314499640233955, + "TN": 193865166, + "TP": 88636, + "n_pred": 94450, + "n_ref": 134555 + }, + "4": { + "Dice": 0.0, + "FN": 21029, + "FP": 0, + "IoU": 0.0, + "TN": 193984506, + "TP": 0, + "n_pred": 0, + "n_ref": 21029 + }, + "5": { + "Dice": 0.002705865145531666, + "FN": 27233, + "FP": 41, + "IoU": 0.0013547654791109809, + "TN": 193978224, + "TP": 37, + "n_pred": 78, + "n_ref": 27270 + }, + "6": { + "Dice": 0.919667113293131, + "FN": 102692, + "FP": 121361, + "IoU": 0.8512812343392707, + "TN": 192498980, + "TP": 1282502, + "n_pred": 1403863, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.7554452575207791, + "FN": 84840, + "FP": 68690, + "IoU": 0.6070004249197516, + "TN": 193614873, + "TP": 237132, + "n_pred": 305822, + "n_ref": 321972 + }, + "8": { + "Dice": 0.8217276542412791, + "FN": 68310, + "FP": 6794, + "IoU": 0.6974004415864881, + "TN": 193757339, + "TP": 173092, + "n_pred": 179886, + "n_ref": 241402 + }, + "9": { + "Dice": 0.6088731883571303, + "FN": 53087, + "FP": 5151, + "IoU": 0.4376834543488336, + "TN": 193901967, + "TP": 45330, + "n_pred": 50481, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9299364710054361, + "FN": 6937, + "FP": 9264, + "IoU": 0.8690479077248883, + "TN": 99532083, + "TP": 107516, + "n_pred": 116780, + "n_ref": 114453 + }, + "10": { + "Dice": 0.6694827192930581, + "FN": 32062, + "FP": 7061, + "IoU": 0.5031747644324791, + "TN": 99577054, + "TP": 39623, + "n_pred": 46684, + "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": 0.19179034826052743, + "FN": 40191, + "FP": 3972, + "IoU": 0.10606643321255795, + "TN": 99606397, + "TP": 5240, + "n_pred": 9212, + "n_ref": 45431 + }, + "14": { + "Dice": 0.49488342770941923, + "FN": 32160, + "FP": 12709, + "IoU": 0.32880073000344057, + "TN": 99588951, + "TP": 21980, + "n_pred": 34689, + "n_ref": 54140 + }, + "15": { + "Dice": 0.3083521245081134, + "FN": 30973, + "FP": 313, + "IoU": 0.1822791427077888, + "TN": 99617540, + "TP": 6974, + "n_pred": 7287, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9229182571891617, + "FN": 11393, + "FP": 5872, + "IoU": 0.8568692797453243, + "TN": 99535176, + "TP": 103359, + "n_pred": 109231, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9215046451836145, + "FN": 9295, + "FP": 10214, + "IoU": 0.854435432724234, + "TN": 99521777, + "TP": 114514, + "n_pred": 124728, + "n_ref": 123809 + }, + "4": { + "Dice": 0.0, + "FN": 18906, + "FP": 0, + "IoU": 0.0, + "TN": 99636894, + "TP": 0, + "n_pred": 0, + "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": 0.9299233572517358, + "FN": 136418, + "FP": 47106, + "IoU": 0.869025002604884, + "TN": 98254586, + "TP": 1217690, + "n_pred": 1264796, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.5039389094300656, + "FN": 45943, + "FP": 192333, + "IoU": 0.3368438044452361, + "TN": 99296494, + "TP": 121030, + "n_pred": 313363, + "n_ref": 166973 + }, + "8": { + "Dice": 0.6222085655922168, + "FN": 29037, + "FP": 58257, + "IoU": 0.45159851487947533, + "TN": 99496621, + "TP": 71885, + "n_pred": 130142, + "n_ref": 100922 + }, + "9": { + "Dice": 0.48138942587989814, + "FN": 64158, + "FP": 3446, + "IoU": 0.31699333198625984, + "TN": 99556820, + "TP": 31376, + "n_pred": 34822, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.801322172687227, + "FN": 145219, + "FP": 4386, + "IoU": 0.6685050431638098, + "TN": 62632216, + "TP": 301699, + "n_pred": 306085, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8298239315156251, + "FN": 11908, + "FP": 12265, + "IoU": 0.7091445072795091, + "TN": 63000410, + "TP": 58937, + "n_pred": 71202, + "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": 0.12744458930899608, + "FN": 42136, + "FP": 6050, + "IoU": 0.068059181897302, + "TN": 63031815, + "TP": 3519, + "n_pred": 9569, + "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": 0.884135695243879, + "FN": 24974, + "FP": 973, + "IoU": 0.7923326263555964, + "TN": 62958575, + "TP": 98998, + "n_pred": 99971, + "n_ref": 123972 + }, + "3": { + "Dice": 0.8512457654901103, + "FN": 2953, + "FP": 40607, + "IoU": 0.7410164332088753, + "TN": 62915324, + "TP": 124636, + "n_pred": 165243, + "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": 0.03084862385321101, + "FN": 16685, + "FP": 217, + "IoU": 0.015665948401374412, + "TN": 63066349, + "TP": 269, + "n_pred": 486, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8311719349209113, + "FN": 232379, + "FP": 132137, + "IoU": 0.7111156548629504, + "TN": 61821714, + "TP": 897290, + "n_pred": 1029427, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.6937377959902092, + "FN": 30532, + "FP": 80828, + "IoU": 0.5310861738636125, + "TN": 62846035, + "TP": 126125, + "n_pred": 206953, + "n_ref": 156657 + }, + "8": { + "Dice": 0.711094771670912, + "FN": 44260, + "FP": 10749, + "IoU": 0.5517044667378389, + "TN": 62960813, + "TP": 67698, + "n_pred": 78447, + "n_ref": 111958 + }, + "9": { + "Dice": 0.7611178498084475, + "FN": 11201, + "FP": 8690, + "IoU": 0.6143585567769829, + "TN": 63031941, + "TP": 31688, + "n_pred": 40378, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8776029737783361, + "FN": 37562, + "FP": 39125, + "IoU": 0.7819006583905692, + "TN": 109257203, + "TP": 274928, + "n_pred": 314053, + "n_ref": 312490 + }, + "10": { + "Dice": 0.5744494645064598, + "FN": 35417, + "FP": 42383, + "IoU": 0.4029667487779236, + "TN": 109478507, + "TP": 52511, + "n_pred": 94894, + "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": 0.18088433147885533, + "FN": 70830, + "FP": 19276, + "IoU": 0.09943531057918145, + "TN": 109508763, + "TP": 9949, + "n_pred": 29225, + "n_ref": 80779 + }, + "14": { + "Dice": 0.023108332460850447, + "FN": 95371, + "FP": 35257, + "IoU": 0.01168922548478131, + "TN": 109476645, + "TP": 1545, + "n_pred": 36802, + "n_ref": 96916 + }, + "15": { + "Dice": 0.030427569564889526, + "FN": 101927, + "FP": 933, + "IoU": 0.015448819802056014, + "TN": 109504344, + "TP": 1614, + "n_pred": 2547, + "n_ref": 103541 + }, + "2": { + "Dice": 0.4029342170932867, + "FN": 157951, + "FP": 8336, + "IoU": 0.2522965687486792, + "TN": 109386421, + "TP": 56110, + "n_pred": 64446, + "n_ref": 214061 + }, + "3": { + "Dice": 0.7338016008517102, + "FN": 19613, + "FP": 144411, + "IoU": 0.5795312972637645, + "TN": 109218720, + "TP": 226074, + "n_pred": 370485, + "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": 0.3688785244859021, + "FN": 7942, + "FP": 989, + "IoU": 0.22615024694567196, + "TN": 109597277, + "TP": 2610, + "n_pred": 3599, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8723033743352749, + "FN": 131915, + "FP": 195575, + "IoU": 0.7735266333896249, + "TN": 108162776, + "TP": 1118552, + "n_pred": 1314127, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.6773656207794202, + "FN": 527416, + "FP": 111362, + "IoU": 0.5121336866947217, + "TN": 108299488, + "TP": 670552, + "n_pred": 781914, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8357006961560082, + "FN": 12109, + "FP": 18289, + "IoU": 0.7177713611928658, + "TN": 109501111, + "TP": 77309, + "n_pred": 95598, + "n_ref": 89418 + }, + "9": { + "Dice": 0.6136276251935447, + "FN": 25676, + "FP": 11505, + "IoU": 0.4426138578238839, + "TN": 109542112, + "TP": 29525, + "n_pred": 41030, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9022575723811647, + "FN": 6141, + "FP": 5263, + "IoU": 0.8219210168803386, + "TN": 67003313, + "TP": 52635, + "n_pred": 57898, + "n_ref": 58776 + }, + "10": { + "Dice": 0.49234126268223327, + "FN": 50141, + "FP": 8952, + "IoU": 0.32656014951907736, + "TN": 66979604, + "TP": 28655, + "n_pred": 37607, + "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": 0.08632953800587508, + "FN": 36433, + "FP": 1202, + "IoU": 0.04511201887702027, + "TN": 67027939, + "TP": 1778, + "n_pred": 2980, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7199184045951097, + "FN": 21832, + "FP": 19908, + "IoU": 0.5624004025832424, + "TN": 66971968, + "TP": 53644, + "n_pred": 73552, + "n_ref": 75476 + }, + "15": { + "Dice": 0.45482866043613707, + "FN": 22018, + "FP": 382, + "IoU": 0.29435483870967744, + "TN": 67035608, + "TP": 9344, + "n_pred": 9726, + "n_ref": 31362 + }, + "2": { + "Dice": 0.8451598708817281, + "FN": 17351, + "FP": 29802, + "IoU": 0.7318414467697907, + "TN": 66891512, + "TP": 128687, + "n_pred": 158489, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9203432487340428, + "FN": 8610, + "FP": 17660, + "IoU": 0.8524405998988934, + "TN": 66889322, + "TP": 151760, + "n_pred": 169420, + "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": 0.8974786814940408, + "FN": 180005, + "FP": 25581, + "IoU": 0.8140238800191416, + "TN": 65961909, + "TP": 899857, + "n_pred": 925438, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.38745206873826865, + "FN": 262540, + "FP": 19093, + "IoU": 0.2402732106295336, + "TN": 66696649, + "TP": 89070, + "n_pred": 108163, + "n_ref": 351610 + }, + "8": { + "Dice": 0.830119408305115, + "FN": 15847, + "FP": 12749, + "IoU": 0.7095761859784894, + "TN": 66968889, + "TP": 69867, + "n_pred": 82616, + "n_ref": 85714 + }, + "9": { + "Dice": 0.7118966860524597, + "FN": 32114, + "FP": 4495, + "IoU": 0.5526704871760407, + "TN": 66985513, + "TP": 45230, + "n_pred": 49725, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4404298772457805, + "FN": 129215, + "FP": 382, + "IoU": 0.2824046644776549, + "TN": 74338681, + "TP": 51002, + "n_pred": 51384, + "n_ref": 180217 + }, + "10": { + "Dice": 0.6521006889719457, + "FN": 19946, + "FP": 18683, + "IoU": 0.4837903570664956, + "TN": 74444448, + "TP": 36203, + "n_pred": 54886, + "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": 0.050384382634421854, + "FN": 41766, + "FP": 603, + "IoU": 0.025843239141930884, + "TN": 74475787, + "TP": 1124, + "n_pred": 1727, + "n_ref": 42890 + }, + "14": { + "Dice": 0.26368981991914736, + "FN": 23315, + "FP": 24769, + "IoU": 0.15186792253148482, + "TN": 74462586, + "TP": 8610, + "n_pred": 33379, + "n_ref": 31925 + }, + "15": { + "Dice": 0.113540976364038, + "FN": 28303, + "FP": 3801, + "IoU": 0.060187353629976584, + "TN": 74485120, + "TP": 2056, + "n_pred": 5857, + "n_ref": 30359 + }, + "2": { + "Dice": 0.7280951225948148, + "FN": 4325, + "FP": 97688, + "IoU": 0.5724446344448356, + "TN": 74280684, + "TP": 136583, + "n_pred": 234271, + "n_ref": 140908 + }, + "3": { + "Dice": 0.6370313833628783, + "FN": 78020, + "FP": 10434, + "IoU": 0.4673852175222038, + "TN": 74353205, + "TP": 77621, + "n_pred": 88055, + "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": 0.015828041035661943, + "FN": 10073, + "FP": 0, + "IoU": 0.007977151861335434, + "TN": 74509126, + "TP": 81, + "n_pred": 81, + "n_ref": 10154 + }, + "6": { + "Dice": 0.8989755965032842, + "FN": 199649, + "FP": 116421, + "IoU": 0.8164901646577951, + "TN": 72796920, + "TP": 1406290, + "n_pred": 1522711, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.3492245329573493, + "FN": 107746, + "FP": 113804, + "IoU": 0.2115518069716543, + "TN": 74238285, + "TP": 59445, + "n_pred": 173249, + "n_ref": 167191 + }, + "8": { + "Dice": 0.8376481062940895, + "FN": 15457, + "FP": 3507, + "IoU": 0.7206493238664821, + "TN": 74451394, + "TP": 48922, + "n_pred": 52429, + "n_ref": 64379 + }, + "9": { + "Dice": 0.7129622339448337, + "FN": 38526, + "FP": 5222, + "IoU": 0.5539559543230016, + "TN": 74421200, + "TP": 54332, + "n_pred": 59554, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9261952566546874, + "FN": 35897, + "FP": 3472, + "IoU": 0.8625360079610328, + "TN": 65764785, + "TP": 247026, + "n_pred": 250498, + "n_ref": 282923 + }, + "10": { + "Dice": 0.42131903889836436, + "FN": 56731, + "FP": 16894, + "IoU": 0.26688042060402084, + "TN": 65950753, + "TP": 26802, + "n_pred": 43696, + "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": 0.5645765255318851, + "FN": 27498, + "FP": 3549, + "IoU": 0.39331704934049827, + "TN": 66000005, + "TP": 20128, + "n_pred": 23677, + "n_ref": 47626 + }, + "14": { + "Dice": 0.6518010003692638, + "FN": 19836, + "FP": 21654, + "IoU": 0.48346052811772466, + "TN": 65970857, + "TP": 38833, + "n_pred": 60487, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8203930958794772, + "FN": 4039, + "FP": 4962, + "IoU": 0.6954800730766628, + "TN": 66021622, + "TP": 20557, + "n_pred": 25519, + "n_ref": 24596 + }, + "2": { + "Dice": 0.6431410322772304, + "FN": 72506, + "FP": 6777, + "IoU": 0.47399254275970965, + "TN": 65900454, + "TP": 71443, + "n_pred": 78220, + "n_ref": 143949 + }, + "3": { + "Dice": 0.7668505831851884, + "FN": 15340, + "FP": 70694, + "IoU": 0.6218634763384479, + "TN": 65823659, + "TP": 141487, + "n_pred": 212181, + "n_ref": 156827 + }, + "4": { + "Dice": 0.0, + "FN": 29528, + "FP": 0, + "IoU": 0.0, + "TN": 66021652, + "TP": 0, + "n_pred": 0, + "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": 0.9427241288605558, + "FN": 48653, + "FP": 69799, + "IoU": 0.8916538763384111, + "TN": 64957906, + "TP": 974822, + "n_pred": 1044621, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.7865901382728933, + "FN": 334337, + "FP": 14131, + "IoU": 0.6482476886691034, + "TN": 65060517, + "TP": 642195, + "n_pred": 656326, + "n_ref": 976532 + }, + "8": { + "Dice": 0.7506892952597, + "FN": 19085, + "FP": 22238, + "IoU": 0.6008827847318807, + "TN": 65947644, + "TP": 62213, + "n_pred": 84451, + "n_ref": 81298 + }, + "9": { + "Dice": 0.39944964715281167, + "FN": 52085, + "FP": 2039, + "IoU": 0.24957018468193667, + "TN": 65979056, + "TP": 18000, + "n_pred": 20039, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9637986975781764, + "FN": 6459, + "FP": 4598, + "IoU": 0.9301268926467986, + "TN": 113314296, + "TP": 147187, + "n_pred": 151785, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7241298148239377, + "FN": 14420, + "FP": 35979, + "IoU": 0.5675575957784547, + "TN": 113355995, + "TP": 66146, + "n_pred": 102125, + "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": 0.27673095396438335, + "FN": 61896, + "FP": 16408, + "IoU": 0.160584880579735, + "TN": 113379256, + "TP": 14980, + "n_pred": 31388, + "n_ref": 76876 + }, + "14": { + "Dice": 0.7686566990246005, + "FN": 98697, + "FP": 562, + "IoU": 0.6242424012992274, + "TN": 113208383, + "TP": 164898, + "n_pred": 165460, + "n_ref": 263595 + }, + "15": { + "Dice": 0.531657893936167, + "FN": 13146, + "FP": 2247, + "IoU": 0.36208039784500623, + "TN": 113448410, + "TP": 8737, + "n_pred": 10984, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9080554359195225, + "FN": 9019, + "FP": 14891, + "IoU": 0.8315948133174624, + "TN": 113330561, + "TP": 118069, + "n_pred": 132960, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9093951248871501, + "FN": 6978, + "FP": 15603, + "IoU": 0.8338447274894594, + "TN": 113336637, + "TP": 113322, + "n_pred": 128925, + "n_ref": 120300 + }, + "4": { + "Dice": 0.0, + "FN": 31092, + "FP": 0, + "IoU": 0.0, + "TN": 113441448, + "TP": 0, + "n_pred": 0, + "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": 0.93224532406311, + "FN": 82749, + "FP": 71458, + "IoU": 0.8730894325001399, + "TN": 112257456, + "TP": 1060877, + "n_pred": 1132335, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.3872462820433519, + "FN": 130377, + "FP": 146997, + "IoU": 0.24011495229041616, + "TN": 113107519, + "TP": 87647, + "n_pred": 234644, + "n_ref": 218024 + }, + "8": { + "Dice": 0.7265184946231139, + "FN": 70436, + "FP": 38079, + "IoU": 0.5704978765342189, + "TN": 113219887, + "TP": 144138, + "n_pred": 182217, + "n_ref": 214574 + }, + "9": { + "Dice": 0.5244242335338125, + "FN": 66914, + "FP": 4410, + "IoU": 0.3554031215826623, + "TN": 113361891, + "TP": 39325, + "n_pred": 43735, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.798796986626696, + "FN": 4083, + "FP": 57933, + "IoU": 0.6649974881293856, + "TN": 75011607, + "TP": 123105, + "n_pred": 181038, + "n_ref": 127188 + }, + "10": { + "Dice": 0.690522243713733, + "FN": 38294, + "FP": 17066, + "IoU": 0.5273264401772526, + "TN": 75079607, + "TP": 61761, + "n_pred": 78827, + "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": 0.22774078184733013, + "FN": 47873, + "FP": 2225, + "IoU": 0.12850308776202488, + "TN": 75139243, + "TP": 7387, + "n_pred": 9612, + "n_ref": 55260 + }, + "14": { + "Dice": 0.8967653504526341, + "FN": 17254, + "FP": 9408, + "IoU": 0.8128509658580413, + "TN": 75054264, + "TP": 115802, + "n_pred": 125210, + "n_ref": 133056 + }, + "15": { + "Dice": 0.0, + "FN": 73812, + "FP": 4245, + "IoU": 0.0, + "TN": 75118671, + "TP": 0, + "n_pred": 4245, + "n_ref": 73812 + }, + "2": { + "Dice": 0.6054222545066686, + "FN": 80469, + "FP": 5356, + "IoU": 0.43412585383864755, + "TN": 75045060, + "TP": 65843, + "n_pred": 71199, + "n_ref": 146312 + }, + "3": { + "Dice": 0.7486545294147707, + "FN": 8339, + "FP": 85112, + "IoU": 0.5982796493958139, + "TN": 74964101, + "TP": 139176, + "n_pred": 224288, + "n_ref": 147515 + }, + "4": { + "Dice": 0.0, + "FN": 24963, + "FP": 0, + "IoU": 0.0, + "TN": 75171765, + "TP": 0, + "n_pred": 0, + "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": 0.9617001035934453, + "FN": 57582, + "FP": 37915, + "IoU": 0.9262257531969201, + "TN": 73902279, + "TP": 1198952, + "n_pred": 1236867, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.6093360244530603, + "FN": 31507, + "FP": 122758, + "IoU": 0.4381619393091794, + "TN": 74922156, + "TP": 120307, + "n_pred": 243065, + "n_ref": 151814 + }, + "8": { + "Dice": 0.7459047807435064, + "FN": 24405, + "FP": 16701, + "IoU": 0.59477523659306, + "TN": 75095288, + "TP": 60334, + "n_pred": 77035, + "n_ref": 84739 + }, + "9": { + "Dice": 0.47457352477832293, + "FN": 50874, + "FP": 7493, + "IoU": 0.31110875056063075, + "TN": 75112002, + "TP": 26359, + "n_pred": 33852, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9376583256101328, + "FN": 18561, + "FP": 7673, + "IoU": 0.8826334767942305, + "TN": 86704350, + "TP": 197288, + "n_pred": 204961, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6602925973497071, + "FN": 16135, + "FP": 38084, + "IoU": 0.49286328943430113, + "TN": 86820960, + "TP": 52693, + "n_pred": 90777, + "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": 0.3592237779415377, + "FN": 40737, + "FP": 11435, + "IoU": 0.21893526558476556, + "TN": 86861076, + "TP": 14624, + "n_pred": 26059, + "n_ref": 55361 + }, + "14": { + "Dice": 0.6759898197465432, + "FN": 31750, + "FP": 17646, + "IoU": 0.5105624033926519, + "TN": 86826948, + "TP": 51528, + "n_pred": 69174, + "n_ref": 83278 + }, + "15": { + "Dice": 0.007350554048011369, + "FN": 162053, + "FP": 0, + "IoU": 0.0036888345127357013, + "TN": 86765219, + "TP": 600, + "n_pred": 600, + "n_ref": 162653 + }, + "2": { + "Dice": 0.49047288522681476, + "FN": 80408, + "FP": 10618, + "IoU": 0.3249182346091948, + "TN": 86793035, + "TP": 43811, + "n_pred": 54429, + "n_ref": 124219 + }, + "3": { + "Dice": 0.7419547816456792, + "FN": 20281, + "FP": 84105, + "IoU": 0.5897679756028548, + "TN": 86673416, + "TP": 150070, + "n_pred": 234175, + "n_ref": 170351 + }, + "4": { + "Dice": 0.0, + "FN": 16522, + "FP": 0, + "IoU": 0.0, + "TN": 86911350, + "TP": 0, + "n_pred": 0, + "n_ref": 16522 + }, + "5": { + "Dice": 0.12021294865189765, + "FN": 5123, + "FP": 0, + "IoU": 0.06395030147999269, + "TN": 86922399, + "TP": 350, + "n_pred": 350, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8960662300567854, + "FN": 54501, + "FP": 205272, + "IoU": 0.8117028887547106, + "TN": 85548281, + "TP": 1119818, + "n_pred": 1325090, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.7679340133098889, + "FN": 310886, + "FP": 119634, + "IoU": 0.6232896789667154, + "TN": 85785031, + "TP": 712321, + "n_pred": 831955, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.8555078167310539, + "FN": 6998, + "FP": 9010, + "IoU": 0.7474999211331588, + "TN": 86864474, + "TP": 47390, + "n_pred": 56400, + "n_ref": 54388 + }, + "9": { + "Dice": 0.6521788552355561, + "FN": 19204, + "FP": 14455, + "IoU": 0.48387640880165605, + "TN": 86862657, + "TP": 31556, + "n_pred": 46011, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6513326779815787, + "FN": 18561, + "FP": 56278, + "IoU": 0.4829453990230826, + "TN": 37604859, + "TP": 69902, + "n_pred": 126180, + "n_ref": 88463 + }, + "10": { + "Dice": 0.3952722267052737, + "FN": 38426, + "FP": 25273, + "IoU": 0.2463173089437628, + "TN": 37665083, + "TP": 20818, + "n_pred": 46091, + "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": 0.19487261721020666, + "FN": 40024, + "FP": 143, + "IoU": 0.10795505019099227, + "TN": 37704572, + "TP": 4861, + "n_pred": 5004, + "n_ref": 44885 + }, + "14": { + "Dice": 0.2783153291324954, + "FN": 45925, + "FP": 235934, + "IoU": 0.16165290534431068, + "TN": 37413392, + "TP": 54349, + "n_pred": 290283, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4068, + "IoU": 0.0, + "TN": 37745532, + "TP": 0, + "n_pred": 4068, + "n_ref": 0 + }, + "2": { + "Dice": 0.44115986712117594, + "FN": 59595, + "FP": 43359, + "IoU": 0.28300520227590864, + "TN": 37606009, + "TP": 40637, + "n_pred": 83996, + "n_ref": 100232 + }, + "3": { + "Dice": 0.5998898046844253, + "FN": 35349, + "FP": 35817, + "IoU": 0.4284589932217546, + "TN": 37625084, + "TP": 53350, + "n_pred": 89167, + "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": 0.04959318093762108, + "FN": 9793, + "FP": 19, + "IoU": 0.02542709574890743, + "TN": 37739532, + "TP": 256, + "n_pred": 275, + "n_ref": 10049 + }, + "6": { + "Dice": 0.769586467723309, + "FN": 250387, + "FP": 44302, + "IoU": 0.6254697689315132, + "TN": 36962777, + "TP": 492134, + "n_pred": 536436, + "n_ref": 742521 + }, + "7": { + "Dice": 0.45504893013916514, + "FN": 178494, + "FP": 221002, + "IoU": 0.2945393799301066, + "TN": 37183309, + "TP": 166795, + "n_pred": 387797, + "n_ref": 345289 + }, + "8": { + "Dice": 0.7119381157635468, + "FN": 22589, + "FP": 22321, + "IoU": 0.5527204278586154, + "TN": 37649193, + "TP": 55497, + "n_pred": 77818, + "n_ref": 78086 + }, + "9": { + "Dice": 0.3619793388976336, + "FN": 41088, + "FP": 7147, + "IoU": 0.2209858199554249, + "TN": 37687682, + "TP": 13683, + "n_pred": 20830, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9134371657558131, + "FN": 10996, + "FP": 24452, + "IoU": 0.84066667565636, + "TN": 75684211, + "TP": 187029, + "n_pred": 211481, + "n_ref": 198025 + }, + "10": { + "Dice": 0.6854660448476331, + "FN": 33639, + "FP": 40212, + "IoU": 0.521451760269046, + "TN": 75752365, + "TP": 80472, + "n_pred": 120684, + "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": 0.3459365325077399, + "FN": 32562, + "FP": 1240, + "IoU": 0.20914344540371071, + "TN": 75863947, + "TP": 8939, + "n_pred": 10179, + "n_ref": 41501 + }, + "14": { + "Dice": 0.7386345694835288, + "FN": 44149, + "FP": 12135, + "IoU": 0.5855833302654346, + "TN": 75770873, + "TP": 79531, + "n_pred": 91666, + "n_ref": 123680 + }, + "15": { + "Dice": 0.04258437360330115, + "FN": 183172, + "FP": 1052, + "IoU": 0.021755406991254295, + "TN": 75718367, + "TP": 4097, + "n_pred": 5149, + "n_ref": 187269 + }, + "2": { + "Dice": 0.46518263436231705, + "FN": 126521, + "FP": 25680, + "IoU": 0.30308663739222413, + "TN": 75688295, + "TP": 66192, + "n_pred": 91872, + "n_ref": 192713 + }, + "3": { + "Dice": 0.7304094334986148, + "FN": 34254, + "FP": 125920, + "IoU": 0.5753110118889796, + "TN": 75529532, + "TP": 216982, + "n_pred": 342902, + "n_ref": 251236 + }, + "4": { + "Dice": 0.0, + "FN": 30177, + "FP": 0, + "IoU": 0.0, + "TN": 75876511, + "TP": 0, + "n_pred": 0, + "n_ref": 30177 + }, + "5": { + "Dice": 0.4486083984375, + "FN": 5954, + "FP": 3080, + "IoU": 0.2891651585490597, + "TN": 75893979, + "TP": 3675, + "n_pred": 6755, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9344154468392214, + "FN": 187574, + "FP": 25709, + "IoU": 0.876904084305203, + "TN": 74174031, + "TP": 1519374, + "n_pred": 1545083, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.6683526277192894, + "FN": 101026, + "FP": 70375, + "IoU": 0.5018991075502239, + "TN": 75562579, + "TP": 172708, + "n_pred": 243083, + "n_ref": 273734 + }, + "8": { + "Dice": 0.8428458970775793, + "FN": 22688, + "FP": 3065, + "IoU": 0.7283782643547231, + "TN": 75811876, + "TP": 69059, + "n_pred": 72124, + "n_ref": 91747 + }, + "9": { + "Dice": 0.7364717734123756, + "FN": 30227, + "FP": 3780, + "IoU": 0.582869268699556, + "TN": 75825162, + "TP": 47519, + "n_pred": 51299, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.947910077239165, + "FN": 5889, + "FP": 3910, + "IoU": 0.9009781927686493, + "TN": 61288792, + "TP": 89159, + "n_pred": 93069, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8077111050773825, + "FN": 18557, + "FP": 9771, + "IoU": 0.6774458006922937, + "TN": 61299926, + "TP": 59496, + "n_pred": 69267, + "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": 0.3881486934118513, + "FN": 28909, + "FP": 4339, + "IoU": 0.2408092432753345, + "TN": 61343956, + "TP": 10546, + "n_pred": 14885, + "n_ref": 39455 + }, + "14": { + "Dice": 0.7639756548784085, + "FN": 9472, + "FP": 25740, + "IoU": 0.6180911062906724, + "TN": 61295550, + "TP": 56988, + "n_pred": 82728, + "n_ref": 66460 + }, + "15": { + "Dice": 0.7374727828031156, + "FN": 17498, + "FP": 467, + "IoU": 0.5841242650122691, + "TN": 61344552, + "TP": 25233, + "n_pred": 25700, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9090482137329619, + "FN": 5415, + "FP": 20148, + "IoU": 0.8332615842204133, + "TN": 61234438, + "TP": 127749, + "n_pred": 147897, + "n_ref": 133164 + }, + "3": { + "Dice": 0.866743514674229, + "FN": 6171, + "FP": 33018, + "IoU": 0.7648255499945991, + "TN": 61221112, + "TP": 127449, + "n_pred": 160467, + "n_ref": 133620 + }, + "4": { + "Dice": 0.0, + "FN": 18976, + "FP": 0, + "IoU": 0.0, + "TN": 61368774, + "TP": 0, + "n_pred": 0, + "n_ref": 18976 + }, + "5": { + "Dice": 0.004820664100442493, + "FN": 27628, + "FP": 35, + "IoU": 0.002416155787955283, + "TN": 61360020, + "TP": 67, + "n_pred": 102, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9253567536171684, + "FN": 85779, + "FP": 60854, + "IoU": 0.8610827423257436, + "TN": 60332208, + "TP": 908909, + "n_pred": 969763, + "n_ref": 994688 + }, + "7": { + "Dice": 0.4418155657292348, + "FN": 95693, + "FP": 117673, + "IoU": 0.28354510288508034, + "TN": 61089942, + "TP": 84442, + "n_pred": 202115, + "n_ref": 180135 + }, + "8": { + "Dice": 0.6818231225296443, + "FN": 108312, + "FP": 20486, + "IoU": 0.5172470661434263, + "TN": 61120951, + "TP": 138001, + "n_pred": 158487, + "n_ref": 246313 + }, + "9": { + "Dice": 0.5932659004359588, + "FN": 45288, + "FP": 1920, + "IoU": 0.42173279272878716, + "TN": 61306113, + "TP": 34429, + "n_pred": 36349, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9432785916415319, + "FN": 8346, + "FP": 12961, + "IoU": 0.8926464290212873, + "TN": 39550325, + "TP": 177168, + "n_pred": 190129, + "n_ref": 185514 + }, + "10": { + "Dice": 0.4880391985300551, + "FN": 23943, + "FP": 34569, + "IoU": 0.3227856159072233, + "TN": 39662399, + "TP": 27889, + "n_pred": 62458, + "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": 0.3912448700410397, + "FN": 31513, + "FP": 6757, + "IoU": 0.24319727891156462, + "TN": 39698232, + "TP": 12298, + "n_pred": 19055, + "n_ref": 43811 + }, + "14": { + "Dice": 0.2056465467873096, + "FN": 26151, + "FP": 29333, + "IoU": 0.11460760220853414, + "TN": 39686134, + "TP": 7182, + "n_pred": 36515, + "n_ref": 33333 + }, + "15": { + "Dice": 0.0, + "FN": 51716, + "FP": 6154, + "IoU": 0.0, + "TN": 39690930, + "TP": 0, + "n_pred": 6154, + "n_ref": 51716 + }, + "2": { + "Dice": 0.6838990516660621, + "FN": 51861, + "FP": 9137, + "IoU": 0.5196402696402697, + "TN": 39621816, + "TP": 65986, + "n_pred": 75123, + "n_ref": 117847 + }, + "3": { + "Dice": 0.7661317191540301, + "FN": 4354, + "FP": 74965, + "IoU": 0.620918562416364, + "TN": 39539560, + "TP": 129921, + "n_pred": 204886, + "n_ref": 134275 + }, + "4": { + "Dice": 0.0, + "FN": 23773, + "FP": 0, + "IoU": 0.0, + "TN": 39725027, + "TP": 0, + "n_pred": 0, + "n_ref": 23773 + }, + "5": { + "Dice": 0.32825112107623317, + "FN": 5243, + "FP": 0, + "IoU": 0.1963519313304721, + "TN": 39742276, + "TP": 1281, + "n_pred": 1281, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9581987080358416, + "FN": 54293, + "FP": 21935, + "IoU": 0.9197518907173777, + "TN": 38798896, + "TP": 873676, + "n_pred": 895611, + "n_ref": 927969 + }, + "7": { + "Dice": 0.5852841376548731, + "FN": 397368, + "FP": 76967, + "IoU": 0.41371144074448085, + "TN": 38939753, + "TP": 334712, + "n_pred": 411679, + "n_ref": 732080 + }, + "8": { + "Dice": 0.7570279941065039, + "FN": 4576, + "FP": 24283, + "IoU": 0.6090466965604129, + "TN": 39674983, + "TP": 44958, + "n_pred": 69241, + "n_ref": 49534 + }, + "9": { + "Dice": 0.4554430538959814, + "FN": 27145, + "FP": 7491, + "IoU": 0.2948697068403909, + "TN": 39699680, + "TP": 14484, + "n_pred": 21975, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8734547948439757, + "FN": 19267, + "FP": 3244, + "IoU": 0.7753393213572854, + "TN": 101296408, + "TP": 77689, + "n_pred": 80933, + "n_ref": 96956 + }, + "10": { + "Dice": 0.563819543928043, + "FN": 46379, + "FP": 9340, + "IoU": 0.3925826601694084, + "TN": 101304877, + "TP": 36012, + "n_pred": 45352, + "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": 0.30313123536897674, + "FN": 40298, + "FP": 4057, + "IoU": 0.1786415317951187, + "TN": 101342606, + "TP": 9647, + "n_pred": 13704, + "n_ref": 49945 + }, + "14": { + "Dice": 0.8287535297565134, + "FN": 51122, + "FP": 304, + "IoU": 0.7075825206834788, + "TN": 101220743, + "TP": 124439, + "n_pred": 124743, + "n_ref": 175561 + }, + "15": { + "Dice": 0.7116544341078024, + "FN": 11651, + "FP": 685, + "IoU": 0.5523785333284952, + "TN": 101369049, + "TP": 15223, + "n_pred": 15908, + "n_ref": 26874 + }, + "2": { + "Dice": 0.5457173676965711, + "FN": 106612, + "FP": 18467, + "IoU": 0.3752484940511273, + "TN": 101196402, + "TP": 75127, + "n_pred": 93594, + "n_ref": 181739 + }, + "3": { + "Dice": 0.594137608990406, + "FN": 51711, + "FP": 106040, + "IoU": 0.4226143417662216, + "TN": 101123392, + "TP": 115465, + "n_pred": 221505, + "n_ref": 167176 + }, + "4": { + "Dice": 0.0, + "FN": 10146, + "FP": 0, + "IoU": 0.0, + "TN": 101386462, + "TP": 0, + "n_pred": 0, + "n_ref": 10146 + }, + "5": { + "Dice": 0.07263021279721821, + "FN": 37033, + "FP": 838, + "IoU": 0.037683589978147074, + "TN": 101357254, + "TP": 1483, + "n_pred": 2321, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9387025263689563, + "FN": 189469, + "FP": 24854, + "IoU": 0.8844857824426452, + "TN": 99541226, + "TP": 1641059, + "n_pred": 1665913, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.5451855578886581, + "FN": 270315, + "FP": 47870, + "IoU": 0.3747457697061638, + "TN": 100887719, + "TP": 190704, + "n_pred": 238574, + "n_ref": 461019 + }, + "8": { + "Dice": 0.6315841284451084, + "FN": 127401, + "FP": 22300, + "IoU": 0.461543995194573, + "TN": 101118589, + "TP": 128318, + "n_pred": 150618, + "n_ref": 255719 + }, + "9": { + "Dice": 0.6612724877008747, + "FN": 36684, + "FP": 14473, + "IoU": 0.493956000474815, + "TN": 101295516, + "TP": 49935, + "n_pred": 64408, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8270415143085271, + "FN": 54373, + "FP": 13645, + "IoU": 0.7050901838362816, + "TN": 73652864, + "TP": 162622, + "n_pred": 176267, + "n_ref": 216995 + }, + "10": { + "Dice": 0.09278959810874704, + "FN": 70032, + "FP": 43558, + "IoU": 0.04865199876045863, + "TN": 73764105, + "TP": 5809, + "n_pred": 49367, + "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": 0.0007317748506783751, + "FN": 61202, + "FP": 39848, + "IoU": 0.00036602134794780735, + "TN": 73782417, + "TP": 37, + "n_pred": 39885, + "n_ref": 61239 + }, + "14": { + "Dice": 0.7212093571674879, + "FN": 36306, + "FP": 13820, + "IoU": 0.563977662184026, + "TN": 73768542, + "TP": 64836, + "n_pred": 78656, + "n_ref": 101142 + }, + "15": { + "Dice": 0.0, + "FN": 222175, + "FP": 0, + "IoU": 0.0, + "TN": 73661329, + "TP": 0, + "n_pred": 0, + "n_ref": 222175 + }, + "2": { + "Dice": 0.16147017797690658, + "FN": 170850, + "FP": 38951, + "IoU": 0.08782570510562998, + "TN": 73653503, + "TP": 20200, + "n_pred": 59151, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6809744484046754, + "FN": 40511, + "FP": 97242, + "IoU": 0.5162708543295889, + "TN": 73598731, + "TP": 147020, + "n_pred": 244262, + "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": 0.0, + "FN": 15128, + "FP": 0, + "IoU": 0.0, + "TN": 73868376, + "TP": 0, + "n_pred": 0, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7291624782004946, + "FN": 297743, + "FP": 744943, + "IoU": 0.5737653049211208, + "TN": 71437232, + "TP": 1403586, + "n_pred": 2148529, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.3509812952311587, + "FN": 74293, + "FP": 289273, + "IoU": 0.21284251913950186, + "TN": 73421632, + "TP": 98306, + "n_pred": 387579, + "n_ref": 172599 + }, + "8": { + "Dice": 0.5912951167728238, + "FN": 32659, + "FP": 32021, + "IoU": 0.41974378296910325, + "TN": 73772036, + "TP": 46788, + "n_pred": 78809, + "n_ref": 79447 + }, + "9": { + "Dice": 0.6498180593363997, + "FN": 31339, + "FP": 32080, + "IoU": 0.4812818478500912, + "TN": 73761243, + "TP": 58842, + "n_pred": 90922, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9373842877476108, + "FN": 12158, + "FP": 11246, + "IoU": 0.8821479646302899, + "TN": 69297188, + "TP": 175184, + "n_pred": 186430, + "n_ref": 187342 + }, + "10": { + "Dice": 0.5227356844498493, + "FN": 27927, + "FP": 44285, + "IoU": 0.353853862810716, + "TN": 69384018, + "TP": 39546, + "n_pred": 83831, + "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": 0.5215923477282318, + "FN": 46300, + "FP": 11517, + "IoU": 0.3528068506184586, + "TN": 69406441, + "TP": 31518, + "n_pred": 43035, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8286401217036989, + "FN": 42641, + "FP": 2190, + "IoU": 0.7074171969326154, + "TN": 69342551, + "TP": 108394, + "n_pred": 110584, + "n_ref": 151035 + }, + "15": { + "Dice": 0.0975886065706425, + "FN": 89172, + "FP": 44, + "IoU": 0.05129732028923862, + "TN": 69401736, + "TP": 4824, + "n_pred": 4868, + "n_ref": 93996 + }, + "2": { + "Dice": 0.46545298699362725, + "FN": 100192, + "FP": 14556, + "IoU": 0.3033162119169915, + "TN": 69331070, + "TP": 49958, + "n_pred": 64514, + "n_ref": 150150 + }, + "3": { + "Dice": 0.7321112283316719, + "FN": 21287, + "FP": 89425, + "IoU": 0.5774254372237532, + "TN": 69233782, + "TP": 151282, + "n_pred": 240707, + "n_ref": 172569 + }, + "4": { + "Dice": 0.0, + "FN": 37119, + "FP": 0, + "IoU": 0.0, + "TN": 69458657, + "TP": 0, + "n_pred": 0, + "n_ref": 37119 + }, + "5": { + "Dice": 0.5259603841536614, + "FN": 12083, + "FP": 553, + "IoU": 0.35681563677084394, + "TN": 69476130, + "TP": 7010, + "n_pred": 7563, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9498128802768449, + "FN": 101625, + "FP": 40834, + "IoU": 0.9044225190337791, + "TN": 68005268, + "TP": 1348049, + "n_pred": 1388883, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.6662426711163005, + "FN": 73623, + "FP": 166202, + "IoU": 0.49952315664043506, + "TN": 69016583, + "TP": 239368, + "n_pred": 405570, + "n_ref": 312991 + }, + "8": { + "Dice": 0.5973766077828515, + "FN": 23013, + "FP": 65511, + "IoU": 0.4258995045267063, + "TN": 69341580, + "TP": 65672, + "n_pred": 131183, + "n_ref": 88685 + }, + "9": { + "Dice": 0.5128102932894337, + "FN": 50776, + "FP": 5453, + "IoU": 0.3448183449465172, + "TN": 69409954, + "TP": 29593, + "n_pred": 35046, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9343954694323144, + "FN": 10688, + "FP": 16234, + "IoU": 0.8768688970705939, + "TN": 50614907, + "TP": 191723, + "n_pred": 207957, + "n_ref": 202411 + }, + "10": { + "Dice": 0.6682985058612088, + "FN": 26013, + "FP": 23449, + "IoU": 0.5018380686682311, + "TN": 50734263, + "TP": 49827, + "n_pred": 73276, + "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": 0.3820380792719435, + "FN": 32311, + "FP": 19295, + "IoU": 0.23612303502175908, + "TN": 50765994, + "TP": 15952, + "n_pred": 35247, + "n_ref": 48263 + }, + "14": { + "Dice": 0.07064727447562955, + "FN": 48386, + "FP": 13468, + "IoU": 0.03661708589673701, + "TN": 50769347, + "TP": 2351, + "n_pred": 15819, + "n_ref": 50737 + }, + "15": { + "Dice": 0.0, + "FN": 34756, + "FP": 0, + "IoU": 0.0, + "TN": 50798796, + "TP": 0, + "n_pred": 0, + "n_ref": 34756 + }, + "2": { + "Dice": 0.534565724903521, + "FN": 127920, + "FP": 18615, + "IoU": 0.3647831458482346, + "TN": 50602867, + "TP": 84150, + "n_pred": 102765, + "n_ref": 212070 + }, + "3": { + "Dice": 0.7241804132920439, + "FN": 8568, + "FP": 139642, + "IoU": 0.5676197644532743, + "TN": 50490775, + "TP": 194567, + "n_pred": 334209, + "n_ref": 203135 + }, + "4": { + "Dice": 0.0, + "FN": 17965, + "FP": 0, + "IoU": 0.0, + "TN": 50815587, + "TP": 0, + "n_pred": 0, + "n_ref": 17965 + }, + "5": { + "Dice": 0.4655635864046353, + "FN": 8947, + "FP": 0, + "IoU": 0.303410152600436, + "TN": 50820708, + "TP": 3897, + "n_pred": 3897, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9549224515905737, + "FN": 160206, + "FP": 32030, + "IoU": 0.9137335818226449, + "TN": 48605153, + "TP": 2036163, + "n_pred": 2068193, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.46379473414763245, + "FN": 68012, + "FP": 302760, + "IoU": 0.30190935056474677, + "TN": 50302429, + "TP": 160351, + "n_pred": 463111, + "n_ref": 228363 + }, + "8": { + "Dice": 0.7761957900303401, + "FN": 16325, + "FP": 33614, + "IoU": 0.6342483411211531, + "TN": 50697014, + "TP": 86599, + "n_pred": 120213, + "n_ref": 102924 + }, + "9": { + "Dice": 0.6093400366161983, + "FN": 62698, + "FP": 4517, + "IoU": 0.43816608851924604, + "TN": 50713917, + "TP": 52420, + "n_pred": 56937, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9330774801222048, + "FN": 20611, + "FP": 6836, + "IoU": 0.8745503658776264, + "TN": 76666071, + "TP": 191342, + "n_pred": 198178, + "n_ref": 211953 + }, + "10": { + "Dice": 0.5014443277310925, + "FN": 26769, + "FP": 49171, + "IoU": 0.33461841759397176, + "TN": 76770730, + "TP": 38190, + "n_pred": 87361, + "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": 0.2934528517444415, + "FN": 34435, + "FP": 5764, + "IoU": 0.1719570725276536, + "TN": 76836313, + "TP": 8348, + "n_pred": 14112, + "n_ref": 42783 + }, + "14": { + "Dice": 0.7948135259478504, + "FN": 17329, + "FP": 15808, + "IoU": 0.659494230196163, + "TN": 76787543, + "TP": 64180, + "n_pred": 79988, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6271339929565655, + "FN": 21317, + "FP": 917, + "IoU": 0.4568064106322682, + "TN": 76843928, + "TP": 18698, + "n_pred": 19615, + "n_ref": 40015 + }, + "2": { + "Dice": 0.6799290559689894, + "FN": 29525, + "FP": 40495, + "IoU": 0.5150700869854286, + "TN": 76740468, + "TP": 74372, + "n_pred": 114867, + "n_ref": 103897 + }, + "3": { + "Dice": 0.7706441757390593, + "FN": 7865, + "FP": 45435, + "IoU": 0.6268682838041234, + "TN": 76742015, + "TP": 89545, + "n_pred": 134980, + "n_ref": 97410 + }, + "4": { + "Dice": 0.0, + "FN": 24882, + "FP": 0, + "IoU": 0.0, + "TN": 76859978, + "TP": 0, + "n_pred": 0, + "n_ref": 24882 + }, + "5": { + "Dice": 0.11407708881972707, + "FN": 14802, + "FP": 0, + "IoU": 0.06048873373532212, + "TN": 76869105, + "TP": 953, + "n_pred": 953, + "n_ref": 15755 + }, + "6": { + "Dice": 0.951610163258015, + "FN": 44309, + "FP": 66213, + "IoU": 0.9076873219367271, + "TN": 75687603, + "TP": 1086735, + "n_pred": 1152948, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.48102025840023127, + "FN": 53001, + "FP": 180379, + "IoU": 0.3166732545712738, + "TN": 76543325, + "TP": 108155, + "n_pred": 288534, + "n_ref": 161156 + }, + "8": { + "Dice": 0.8001841062971621, + "FN": 11242, + "FP": 21752, + "IoU": 0.6669224090936623, + "TN": 76785802, + "TP": 66064, + "n_pred": 87816, + "n_ref": 77306 + }, + "9": { + "Dice": 0.5945435466946485, + "FN": 52105, + "FP": 1991, + "IoU": 0.4230252351799313, + "TN": 76791102, + "TP": 39662, + "n_pred": 41653, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8100676950393962, + "FN": 33329, + "FP": 9458, + "IoU": 0.680767882057136, + "TN": 130865901, + "TP": 91244, + "n_pred": 100702, + "n_ref": 124573 + }, + "10": { + "Dice": 0.45638005990518943, + "FN": 28537, + "FP": 40612, + "IoU": 0.29565571683218744, + "TN": 130901757, + "TP": 29026, + "n_pred": 69638, + "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": 0.15927364899960525, + "FN": 70751, + "FP": 10179, + "IoU": 0.08652760846990835, + "TN": 130911336, + "TP": 7666, + "n_pred": 17845, + "n_ref": 78417 + }, + "14": { + "Dice": 0.006987239913844404, + "FN": 942808, + "FP": 3, + "IoU": 0.003505868127779751, + "TN": 130053804, + "TP": 3317, + "n_pred": 3320, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 0, + "IoU": 0.0, + "TN": 130974622, + "TP": 0, + "n_pred": 0, + "n_ref": 25310 + }, + "2": { + "Dice": 0.37320739923600793, + "FN": 157451, + "FP": 48802, + "IoU": 0.22941301740660622, + "TN": 130732275, + "TP": 61404, + "n_pred": 110206, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7415613142763169, + "FN": 32780, + "FP": 141655, + "IoU": 0.5892709137830354, + "TN": 130575236, + "TP": 250261, + "n_pred": 391916, + "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": 0.22056848295640177, + "FN": 20681, + "FP": 790, + "IoU": 0.12395446570647517, + "TN": 130975423, + "TP": 3038, + "n_pred": 3828, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8712332226068042, + "FN": 85952, + "FP": 324057, + "IoU": 0.7718452031506929, + "TN": 129202867, + "TP": 1387056, + "n_pred": 1711113, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.3739869546540323, + "FN": 100030, + "FP": 248263, + "IoU": 0.2300024318528508, + "TN": 130547602, + "TP": 104037, + "n_pred": 352300, + "n_ref": 204067 + }, + "8": { + "Dice": 0.6696615352985017, + "FN": 60880, + "FP": 3389, + "IoU": 0.5033768120421599, + "TN": 130870520, + "TP": 65143, + "n_pred": 68532, + "n_ref": 126023 + }, + "9": { + "Dice": 0.6184028524882427, + "FN": 16982, + "FP": 32676, + "IoU": 0.4475999777518216, + "TN": 130910037, + "TP": 40237, + "n_pred": 72913, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7461842643516203, + "FN": 16375, + "FP": 11546, + "IoU": 0.5951307222713629, + "TN": 74357735, + "TP": 41042, + "n_pred": 52588, + "n_ref": 57417 + }, + "10": { + "Dice": 0.6185020285979121, + "FN": 38072, + "FP": 12140, + "IoU": 0.44770389924654896, + "TN": 74335783, + "TP": 40703, + "n_pred": 52843, + "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": 0.14334760380730704, + "FN": 94705, + "FP": 8346, + "IoU": 0.0772075613621914, + "TN": 74315025, + "TP": 8622, + "n_pred": 16968, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8642082238896368, + "FN": 33202, + "FP": 10069, + "IoU": 0.7608861431002851, + "TN": 74245734, + "TP": 137693, + "n_pred": 147762, + "n_ref": 170895 + }, + "15": { + "Dice": 0.2858465455387108, + "FN": 18513, + "FP": 0, + "IoU": 0.1667566837699163, + "TN": 74404480, + "TP": 3705, + "n_pred": 3705, + "n_ref": 22218 + }, + "2": { + "Dice": 0.7524533910344677, + "FN": 15472, + "FP": 52484, + "IoU": 0.6031465162318891, + "TN": 74255461, + "TP": 103281, + "n_pred": 155765, + "n_ref": 118753 + }, + "3": { + "Dice": 0.8118280973245082, + "FN": 22337, + "FP": 28126, + "IoU": 0.6832581173620221, + "TN": 74267379, + "TP": 108856, + "n_pred": 136982, + "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": 0.9487612778660316, + "FN": 35011, + "FP": 57076, + "IoU": 0.9025174376568701, + "TN": 73482047, + "TP": 852564, + "n_pred": 909640, + "n_ref": 887575 + }, + "7": { + "Dice": 0.5427150173662212, + "FN": 58322, + "FP": 97036, + "IoU": 0.37241515821110166, + "TN": 74179149, + "TP": 92191, + "n_pred": 189227, + "n_ref": 150513 + }, + "8": { + "Dice": 0.6563789291331403, + "FN": 14436, + "FP": 15714, + "IoU": 0.4885149119533132, + "TN": 74367752, + "TP": 28796, + "n_pred": 44510, + "n_ref": 43232 + }, + "9": { + "Dice": 0.6725324968765783, + "FN": 8472, + "FP": 16166, + "IoU": 0.5066282189915495, + "TN": 74376760, + "TP": 25300, + "n_pred": 41466, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9515967405452632, + "FN": 6980, + "FP": 6593, + "IoU": 0.9076628978053526, + "TN": 106499694, + "TP": 133421, + "n_pred": 140014, + "n_ref": 140401 + }, + "10": { + "Dice": 0.7514116379830845, + "FN": 21561, + "FP": 29904, + "IoU": 0.6018089394724829, + "TN": 106517441, + "TP": 77782, + "n_pred": 107686, + "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": 0.2215870156822053, + "FN": 35284, + "FP": 4475, + "IoU": 0.12459817693425514, + "TN": 106601270, + "TP": 5659, + "n_pred": 10134, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8453816217933444, + "FN": 17034, + "FP": 2434, + "IoU": 0.7321740565972843, + "TN": 106573999, + "TP": 53221, + "n_pred": 55655, + "n_ref": 70255 + }, + "15": { + "Dice": 0.37617742066831344, + "FN": 19632, + "FP": 3349, + "IoU": 0.23166165162153127, + "TN": 106616778, + "TP": 6929, + "n_pred": 10278, + "n_ref": 26561 + }, + "2": { + "Dice": 0.21016214068746328, + "FN": 161281, + "FP": 29577, + "IoU": 0.11741965317919076, + "TN": 106430438, + "TP": 25392, + "n_pred": 54969, + "n_ref": 186673 + }, + "3": { + "Dice": 0.5472205717303756, + "FN": 17872, + "FP": 201592, + "IoU": 0.3766714761250156, + "TN": 106294604, + "TP": 132620, + "n_pred": 334212, + "n_ref": 150492 + }, + "4": { + "Dice": 0.0, + "FN": 10083, + "FP": 0, + "IoU": 0.0, + "TN": 106636605, + "TP": 0, + "n_pred": 0, + "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": 0.9234282896561643, + "FN": 148983, + "FP": 37360, + "IoU": 0.8577489829834369, + "TN": 105336729, + "TP": 1123616, + "n_pred": 1160976, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.6601994183094279, + "FN": 81360, + "FP": 181629, + "IoU": 0.49275946534997206, + "TN": 106128218, + "TP": 255481, + "n_pred": 437110, + "n_ref": 336841 + }, + "8": { + "Dice": 0.6333180041388825, + "FN": 15945, + "FP": 47843, + "IoU": 0.4633982199639955, + "TN": 106527814, + "TP": 55086, + "n_pred": 102929, + "n_ref": 71031 + }, + "9": { + "Dice": 0.4811536313321937, + "FN": 56656, + "FP": 4654, + "IoU": 0.31678887427845503, + "TN": 106556950, + "TP": 28428, + "n_pred": 33082, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9213949169446641, + "FN": 20787, + "FP": 2069, + "IoU": 0.8542467780094762, + "TN": 107970115, + "TP": 133957, + "n_pred": 136026, + "n_ref": 154744 + }, + "10": { + "Dice": 0.7901774913673654, + "FN": 9287, + "FP": 28873, + "IoU": 0.653135055538386, + "TN": 108016914, + "TP": 71854, + "n_pred": 100727, + "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": 0.4895751901481638, + "FN": 50806, + "FP": 4693, + "IoU": 0.3241307921816964, + "TN": 108044813, + "TP": 26616, + "n_pred": 31309, + "n_ref": 77422 + }, + "14": { + "Dice": 0.6814007392094218, + "FN": 12700, + "FP": 12729, + "IoU": 0.516761050511193, + "TN": 108074306, + "TP": 27193, + "n_pred": 39922, + "n_ref": 39893 + }, + "15": { + "Dice": 0.7386133603238867, + "FN": 9717, + "FP": 2679, + "IoU": 0.5855566700100301, + "TN": 108097018, + "TP": 17514, + "n_pred": 20193, + "n_ref": 27231 + }, + "2": { + "Dice": 0.5712755455195343, + "FN": 64536, + "FP": 124375, + "IoU": 0.39985005067143625, + "TN": 107812155, + "TP": 125862, + "n_pred": 250237, + "n_ref": 190398 + }, + "3": { + "Dice": 0.7882995839916508, + "FN": 37084, + "FP": 50546, + "IoU": 0.6505730076321267, + "TN": 107876146, + "TP": 163152, + "n_pred": 213698, + "n_ref": 200236 + }, + "4": { + "Dice": 0.0, + "FN": 33309, + "FP": 0, + "IoU": 0.0, + "TN": 108093619, + "TP": 0, + "n_pred": 0, + "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": 0.9351578134265739, + "FN": 111361, + "FP": 78352, + "IoU": 0.8782125888868417, + "TN": 106569189, + "TP": 1368026, + "n_pred": 1446378, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.6752521358059566, + "FN": 35271, + "FP": 177408, + "IoU": 0.5097212488934789, + "TN": 107693136, + "TP": 221113, + "n_pred": 398521, + "n_ref": 256384 + }, + "8": { + "Dice": 0.73239254829411, + "FN": 9125, + "FP": 15755, + "IoU": 0.577775515052778, + "TN": 108068002, + "TP": 34046, + "n_pred": 49801, + "n_ref": 43171 + }, + "9": { + "Dice": 0.6419047260827864, + "FN": 27606, + "FP": 10476, + "IoU": 0.4726507325449359, + "TN": 108054714, + "TP": 34132, + "n_pred": 44608, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7423691824744328, + "FN": 11216, + "FP": 67407, + "IoU": 0.5902918186555498, + "TN": 62378260, + "TP": 113277, + "n_pred": 180684, + "n_ref": 124493 + }, + "10": { + "Dice": 0.6131085001683043, + "FN": 20896, + "FP": 27378, + "IoU": 0.4420738754565207, + "TN": 62483636, + "TP": 38250, + "n_pred": 65628, + "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": 0.5614528748833537, + "FN": 22155, + "FP": 8392, + "IoU": 0.3902916109458893, + "TN": 62520059, + "TP": 19554, + "n_pred": 27946, + "n_ref": 41709 + }, + "14": { + "Dice": 0.7029939572344063, + "FN": 162190, + "FP": 253, + "IoU": 0.5420128619720375, + "TN": 62215471, + "TP": 192246, + "n_pred": 192499, + "n_ref": 354436 + }, + "15": { + "Dice": 0.01697477037553773, + "FN": 90536, + "FP": 2469, + "IoU": 0.008560037523452158, + "TN": 62476352, + "TP": 803, + "n_pred": 3272, + "n_ref": 91339 + }, + "2": { + "Dice": 0.5748949643792243, + "FN": 91480, + "FP": 20224, + "IoU": 0.4034053280352069, + "TN": 62382924, + "TP": 75532, + "n_pred": 95756, + "n_ref": 167012 + }, + "3": { + "Dice": 0.7782009998361944, + "FN": 12513, + "FP": 94456, + "IoU": 0.6369304605191702, + "TN": 62275536, + "TP": 187655, + "n_pred": 282111, + "n_ref": 200168 + }, + "4": { + "Dice": 0.0, + "FN": 23480, + "FP": 0, + "IoU": 0.0, + "TN": 62546680, + "TP": 0, + "n_pred": 0, + "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": 0.9218555408472542, + "FN": 139961, + "FP": 83419, + "IoU": 0.8550389820411353, + "TN": 61029194, + "TP": 1317586, + "n_pred": 1401005, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.5500682920939639, + "FN": 41608, + "FP": 196890, + "IoU": 0.3793753106402246, + "TN": 62185873, + "TP": 145789, + "n_pred": 342679, + "n_ref": 187397 + }, + "8": { + "Dice": 0.6834297092515094, + "FN": 11089, + "FP": 43602, + "IoU": 0.5190985350755324, + "TN": 62456434, + "TP": 59035, + "n_pred": 102637, + "n_ref": 70124 + }, + "9": { + "Dice": 0.5695145001286166, + "FN": 24135, + "FP": 14356, + "IoU": 0.39812672004003, + "TN": 62506208, + "TP": 25461, + "n_pred": 39817, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7657018629079906, + "FN": 46136, + "FP": 97418, + "IoU": 0.6203540618735554, + "TN": 55003122, + "TP": 234572, + "n_pred": 331990, + "n_ref": 280708 + }, + "10": { + "Dice": 0.7979256759967686, + "FN": 9406, + "FP": 24612, + "IoU": 0.6637906326286556, + "TN": 55280067, + "TP": 67163, + "n_pred": 91775, + "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": 0.4627980293204512, + "FN": 35567, + "FP": 9248, + "IoU": 0.3010652068809557, + "TN": 55317129, + "TP": 19304, + "n_pred": 28552, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8381741793712782, + "FN": 21570, + "FP": 6856, + "IoU": 0.7214284314301954, + "TN": 55279206, + "TP": 73616, + "n_pred": 80472, + "n_ref": 95186 + }, + "15": { + "Dice": 0.08106742358266404, + "FN": 84089, + "FP": 1380, + "IoU": 0.04224610316117393, + "TN": 55292009, + "TP": 3770, + "n_pred": 5150, + "n_ref": 87859 + }, + "2": { + "Dice": 0.6640002249810172, + "FN": 89119, + "FP": 18410, + "IoU": 0.4970062401182535, + "TN": 55167470, + "TP": 106249, + "n_pred": 124659, + "n_ref": 195368 + }, + "3": { + "Dice": 0.7656721262536398, + "FN": 22305, + "FP": 76598, + "IoU": 0.6203150253179621, + "TN": 55120761, + "TP": 161584, + "n_pred": 238182, + "n_ref": 183889 + }, + "4": { + "Dice": 0.0, + "FN": 7409, + "FP": 0, + "IoU": 0.0, + "TN": 55373839, + "TP": 0, + "n_pred": 0, + "n_ref": 7409 + }, + "5": { + "Dice": 0.0, + "FN": 5640, + "FP": 17, + "IoU": 0.0, + "TN": 55375591, + "TP": 0, + "n_pred": 17, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9123363527554781, + "FN": 181254, + "FP": 71945, + "IoU": 0.838803756167436, + "TN": 53810498, + "TP": 1317551, + "n_pred": 1389496, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.7303968579070383, + "FN": 23692, + "FP": 88196, + "IoU": 0.5752954082194277, + "TN": 55117799, + "TP": 151561, + "n_pred": 239757, + "n_ref": 175253 + }, + "8": { + "Dice": 0.8354748508484938, + "FN": 10152, + "FP": 4381, + "IoU": 0.7174382205976707, + "TN": 55329815, + "TP": 36900, + "n_pred": 41281, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8171932136071568, + "FN": 8120, + "FP": 11027, + "IoU": 0.6908932405598696, + "TN": 55319305, + "TP": 42796, + "n_pred": 53823, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9112822160274413, + "FN": 24931, + "FP": 26435, + "IoU": 0.8370233585257667, + "TN": 110831441, + "TP": 263808, + "n_pred": 290243, + "n_ref": 288739 + }, + "10": { + "Dice": 0.632953502406272, + "FN": 19867, + "FP": 52512, + "IoU": 0.46300802753995224, + "TN": 111011829, + "TP": 62407, + "n_pred": 114919, + "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": 0.2369305948665844, + "FN": 52800, + "FP": 10286, + "IoU": 0.1343852908891328, + "TN": 111073735, + "TP": 9794, + "n_pred": 20080, + "n_ref": 62594 + }, + "14": { + "Dice": 0.0, + "FN": 41116, + "FP": 6, + "IoU": 0.0, + "TN": 111105493, + "TP": 0, + "n_pred": 6, + "n_ref": 41116 + }, + "15": { + "Dice": 0.558372191606613, + "FN": 15485, + "FP": 142, + "IoU": 0.3873206304398965, + "TN": 111121109, + "TP": 9879, + "n_pred": 10021, + "n_ref": 25364 + }, + "2": { + "Dice": 0.6352810541940016, + "FN": 43751, + "FP": 85005, + "IoU": 0.4655032130581339, + "TN": 110905723, + "TP": 112136, + "n_pred": 197141, + "n_ref": 155887 + }, + "3": { + "Dice": 0.6850211909054722, + "FN": 98285, + "FP": 36233, + "IoU": 0.5209370570596238, + "TN": 110865821, + "TP": 146276, + "n_pred": 182509, + "n_ref": 244561 + }, + "4": { + "Dice": 0.0, + "FN": 18838, + "FP": 0, + "IoU": 0.0, + "TN": 111127777, + "TP": 0, + "n_pred": 0, + "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": 0.9586202722395435, + "FN": 59966, + "FP": 73351, + "IoU": 0.9205290315196631, + "TN": 109469059, + "TP": 1544239, + "n_pred": 1617590, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.3107569591616502, + "FN": 283095, + "FP": 140999, + "IoU": 0.183962255074572, + "TN": 110626916, + "TP": 95605, + "n_pred": 236604, + "n_ref": 378700 + }, + "8": { + "Dice": 0.700725562111306, + "FN": 10241, + "FP": 49815, + "IoU": 0.5393206713509865, + "TN": 111016251, + "TP": 70308, + "n_pred": 120123, + "n_ref": 80549 + }, + "9": { + "Dice": 0.5227878382230816, + "FN": 34765, + "FP": 3736, + "IoU": 0.35390166135257595, + "TN": 111087025, + "TP": 21089, + "n_pred": 24825, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9252735709081755, + "FN": 11054, + "FP": 19819, + "IoU": 0.8609386964551147, + "TN": 96899015, + "TP": 191137, + "n_pred": 210956, + "n_ref": 202191 + }, + "10": { + "Dice": 0.6002052427840274, + "FN": 28196, + "FP": 33358, + "IoU": 0.4287808906912648, + "TN": 97013266, + "TP": 46205, + "n_pred": 79563, + "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": 0.4418329721057224, + "FN": 35674, + "FP": 3986, + "IoU": 0.28355944144371986, + "TN": 97065668, + "TP": 15697, + "n_pred": 19683, + "n_ref": 51371 + }, + "14": { + "Dice": 0.7526553703652348, + "FN": 51887, + "FP": 1627, + "IoU": 0.6034061096536084, + "TN": 96986091, + "TP": 81420, + "n_pred": 83047, + "n_ref": 133307 + }, + "15": { + "Dice": 0.22664154449721247, + "FN": 59718, + "FP": 208, + "IoU": 0.12780357168847425, + "TN": 97052318, + "TP": 8781, + "n_pred": 8989, + "n_ref": 68499 + }, + "2": { + "Dice": 0.6579142550168093, + "FN": 72480, + "FP": 26222, + "IoU": 0.49021775059912404, + "TN": 96927409, + "TP": 94914, + "n_pred": 121136, + "n_ref": 167394 + }, + "3": { + "Dice": 0.7911967753938771, + "FN": 29541, + "FP": 70904, + "IoU": 0.6545290079381457, + "TN": 96830277, + "TP": 190303, + "n_pred": 261207, + "n_ref": 219844 + }, + "4": { + "Dice": 0.0, + "FN": 17233, + "FP": 0, + "IoU": 0.0, + "TN": 97103792, + "TP": 0, + "n_pred": 0, + "n_ref": 17233 + }, + "5": { + "Dice": 0.0, + "FN": 12458, + "FP": 8, + "IoU": 0.0, + "TN": 97108559, + "TP": 0, + "n_pred": 8, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9539995937712015, + "FN": 110510, + "FP": 31943, + "IoU": 0.9120451465317375, + "TN": 95501410, + "TP": 1477162, + "n_pred": 1509105, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.6551447059998193, + "FN": 120077, + "FP": 97516, + "IoU": 0.4871488471084022, + "TN": 96696744, + "TP": 206688, + "n_pred": 304204, + "n_ref": 326765 + }, + "8": { + "Dice": 0.6343786053373177, + "FN": 33025, + "FP": 44301, + "IoU": 0.4645347589139181, + "TN": 96976616, + "TP": 67083, + "n_pred": 111384, + "n_ref": 100108 + }, + "9": { + "Dice": 0.763717888374167, + "FN": 33787, + "FP": 4365, + "IoU": 0.6177537320909728, + "TN": 97021215, + "TP": 61658, + "n_pred": 66023, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9346706681408941, + "FN": 19614, + "FP": 5202, + "IoU": 0.8773537348397237, + "TN": 78854067, + "TP": 177522, + "n_pred": 182724, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8292953253022032, + "FN": 12951, + "FP": 20009, + "IoU": 0.708372780279771, + "TN": 78943384, + "TP": 80061, + "n_pred": 100070, + "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": 0.4192957697197308, + "FN": 47500, + "FP": 2289, + "IoU": 0.26525883950180035, + "TN": 78988641, + "TP": 17975, + "n_pred": 20264, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5695154231202663, + "FN": 16147, + "FP": 16705, + "IoU": 0.39812762215341774, + "TN": 79001822, + "TP": 21731, + "n_pred": 38436, + "n_ref": 37878 + }, + "15": { + "Dice": 0.23666064382904975, + "FN": 32114, + "FP": 9288, + "IoU": 0.1342116269343371, + "TN": 79008585, + "TP": 6418, + "n_pred": 15706, + "n_ref": 38532 + }, + "2": { + "Dice": 0.8183030908211505, + "FN": 7852, + "FP": 38730, + "IoU": 0.6924813668081623, + "TN": 78904928, + "TP": 104895, + "n_pred": 143625, + "n_ref": 112747 + }, + "3": { + "Dice": 0.8773854765182554, + "FN": 14947, + "FP": 14801, + "IoU": 0.7815554299057872, + "TN": 78920224, + "TP": 106433, + "n_pred": 121234, + "n_ref": 121380 + }, + "4": { + "Dice": 0.0, + "FN": 8482, + "FP": 0, + "IoU": 0.0, + "TN": 79047923, + "TP": 0, + "n_pred": 0, + "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": 0.9489528201683114, + "FN": 64294, + "FP": 70658, + "IoU": 0.9028641514648977, + "TN": 77667093, + "TP": 1254360, + "n_pred": 1325018, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.7028935453323526, + "FN": 144776, + "FP": 133515, + "IoU": 0.54189349131907, + "TN": 78448924, + "TP": 329190, + "n_pred": 462705, + "n_ref": 473966 + }, + "8": { + "Dice": 0.6005638210340316, + "FN": 9265, + "FP": 20348, + "IoU": 0.4291469879518072, + "TN": 79004530, + "TP": 22262, + "n_pred": 42610, + "n_ref": 31527 + }, + "9": { + "Dice": 0.7093437575673712, + "FN": 30281, + "FP": 3327, + "IoU": 0.5495992923959366, + "TN": 78981787, + "TP": 41010, + "n_pred": 44337, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8471584239509928, + "FN": 8974, + "FP": 72014, + "IoU": 0.7348437474421726, + "TN": 122406505, + "TP": 224447, + "n_pred": 296461, + "n_ref": 233421 + }, + "10": { + "Dice": 0.544269183023274, + "FN": 47700, + "FP": 57294, + "IoU": 0.37388037450056655, + "TN": 122544250, + "TP": 62696, + "n_pred": 119990, + "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": 0.039339400918024514, + "FN": 52553, + "FP": 8350, + "IoU": 0.020064360418342718, + "TN": 122649790, + "TP": 1247, + "n_pred": 9597, + "n_ref": 53800 + }, + "14": { + "Dice": 0.6760790343985001, + "FN": 43504, + "FP": 18006, + "IoU": 0.5106641951933557, + "TN": 122586239, + "TP": 64191, + "n_pred": 82197, + "n_ref": 107695 + }, + "15": { + "Dice": 0.23210546191081052, + "FN": 44328, + "FP": 408, + "IoU": 0.13128920131269783, + "TN": 122660443, + "TP": 6761, + "n_pred": 7169, + "n_ref": 51089 + }, + "2": { + "Dice": 0.5353070743715989, + "FN": 79100, + "FP": 21322, + "IoU": 0.3654739263125304, + "TN": 122553677, + "TP": 57841, + "n_pred": 79163, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7277085205200275, + "FN": 6979, + "FP": 96968, + "IoU": 0.5719668269864278, + "TN": 122469092, + "TP": 138901, + "n_pred": 235869, + "n_ref": 145880 + }, + "4": { + "Dice": 0.0, + "FN": 65475, + "FP": 0, + "IoU": 0.0, + "TN": 122646465, + "TP": 0, + "n_pred": 0, + "n_ref": 65475 + }, + "5": { + "Dice": 0.0, + "FN": 17209, + "FP": 457, + "IoU": 0.0, + "TN": 122694274, + "TP": 0, + "n_pred": 457, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9309452994443673, + "FN": 167709, + "FP": 61217, + "IoU": 0.8708116609566526, + "TN": 120939907, + "TP": 1543107, + "n_pred": 1604324, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.505814755228683, + "FN": 269116, + "FP": 311438, + "IoU": 0.3385221189934166, + "TN": 121834278, + "TP": 297108, + "n_pred": 608546, + "n_ref": 566224 + }, + "8": { + "Dice": 0.7108358128974941, + "FN": 35635, + "FP": 46387, + "IoU": 0.5513927706098875, + "TN": 122529103, + "TP": 100815, + "n_pred": 147202, + "n_ref": 136450 + }, + "9": { + "Dice": 0.6953340664766479, + "FN": 28273, + "FP": 12452, + "IoU": 0.5329594715475126, + "TN": 122624742, + "TP": 46473, + "n_pred": 58925, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/loop_004/summary_cross_val.json b/nnActive_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/loop_004/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..cea63549188d64de7ad826186e85e8472dca5a8b --- /dev/null +++ b/nnActive_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/loop_004/summary_cross_val.json @@ -0,0 +1,16284 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.2257526659983568, + "FN": 2406.4066666666668, + "FP": 1454.75, + "IoU": 0.18177111775313212, + "TN": 325522.7266666667, + "TP": 3556.9166666666665, + "n_pred": 5011.666666666666, + "n_ref": 5963.323333333333 + }, + "mean": { + "1": { + "Dice": 0.5800157354095543, + "FN": 2876.25, + "FP": 2594.75, + "IoU": 0.497681488204664, + "TN": 320903.2, + "TP": 6566.6, + "n_pred": 9161.35, + "n_ref": 9442.85 + }, + "10": { + "Dice": 0.5328925328541964, + "FN": 3218.7, + "FP": 539.2, + "IoU": 0.4005092820657254, + "TN": 327165.05, + "TP": 2017.85, + "n_pred": 2557.05, + "n_ref": 5236.55 + }, + "11": { + "Dice": 0.0, + "FN": 101.2, + "FP": 0.0, + "IoU": 0.0, + "TN": 332839.6, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 101.2 + }, + "12": { + "Dice": 0.0, + "FN": 117.3, + "FP": 0.0, + "IoU": 0.0, + "TN": 332823.5, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 117.3 + }, + "13": { + "Dice": 0.06405322540831443, + "FN": 1678.3, + "FP": 439.0, + "IoU": 0.037632454806929526, + "TN": 330582.6, + "TP": 240.9, + "n_pred": 679.9, + "n_ref": 1919.2 + }, + "14": { + "Dice": 0.4592384045815392, + "FN": 644.75, + "FP": 136.55, + "IoU": 0.4246218744751687, + "TN": 327861.35, + "TP": 4298.15, + "n_pred": 4434.7, + "n_ref": 4942.9 + }, + "15": { + "Dice": 0.0, + "FN": 113.65, + "FP": 184.2, + "IoU": 0.0, + "TN": 332642.95, + "TP": 0.0, + "n_pred": 184.2, + "n_ref": 113.65 + }, + "2": { + "Dice": 0.1658995011525845, + "FN": 961.9, + "FP": 2914.9, + "IoU": 0.12430190545434869, + "TN": 327520.2, + "TP": 1543.8, + "n_pred": 4458.7, + "n_ref": 2505.7 + }, + "3": { + "Dice": 0.6427379037470585, + "FN": 4957.15, + "FP": 1174.65, + "IoU": 0.5425499950933764, + "TN": 316885.55, + "TP": 9923.45, + "n_pred": 11098.1, + "n_ref": 14880.6 + }, + "4": { + "Dice": 0.0, + "FN": 293.55, + "FP": 0.0, + "IoU": 0.0, + "TN": 332647.25, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 293.55 + }, + "5": { + "Dice": 0.0, + "FN": 47.15, + "FP": 0.0, + "IoU": 0.0, + "TN": 332893.65, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 47.15 + }, + "6": { + "Dice": 0.35197974694738127, + "FN": 15679.65, + "FP": 7655.3, + "IoU": 0.29012957185545596, + "TN": 282418.45, + "TP": 27187.4, + "n_pred": 34842.7, + "n_ref": 42867.05 + }, + "7": { + "Dice": 0.13916199390808057, + "FN": 4112.4, + "FP": 3991.85, + "IoU": 0.09950124323526645, + "TN": 324178.95, + "TP": 657.6, + "n_pred": 4649.45, + "n_ref": 4770.0 + }, + "8": { + "Dice": 0.21470838621174212, + "FN": 685.5, + "FP": 633.75, + "IoU": 0.15789628891424215, + "TN": 331362.15, + "TP": 259.4, + "n_pred": 893.15, + "n_ref": 944.9 + }, + "9": { + "Dice": 0.23560255975490088, + "FN": 608.65, + "FP": 1557.1, + "IoU": 0.15174266219180502, + "TN": 330116.45, + "TP": 658.6, + "n_pred": 2215.7, + "n_ref": 1267.25 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 43144, + "IoU": 0.0, + "TN": 132088, + "TP": 0, + "n_pred": 43144, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1003, + "IoU": 0.0, + "TN": 174229, + "TP": 0, + "n_pred": 1003, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.0, + "FN": 1379, + "FP": 0, + "IoU": 0.0, + "TN": 173853, + "TP": 0, + "n_pred": 0, + "n_ref": 1379 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9440978429422947, + "FN": 4616, + "FP": 6235, + "IoU": 0.8941148918314972, + "TN": 72753, + "TP": 91628, + "n_pred": 97863, + "n_ref": 96244 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 127, + "IoU": 0.0, + "TN": 175105, + "TP": 0, + "n_pred": 127, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0, + "FP": 366, + "IoU": 0.0, + "TN": 174866, + "TP": 0, + "n_pred": 366, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9132997834356171, + "FN": 27944, + "FP": 0, + "IoU": 0.8404339757316203, + "TN": 107, + "TP": 147181, + "n_pred": 147181, + "n_ref": 175125 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 19327, + "IoU": 0.0, + "TN": 155905, + "TP": 0, + "n_pred": 19327, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5447846208615166, + "FN": 50652, + "FP": 496, + "IoU": 0.3743670034493725, + "TN": 969638, + "TP": 30606, + "n_pred": 31102, + "n_ref": 81258 + }, + "10": { + "Dice": 0.7549202403148954, + "FN": 1041, + "FP": 2508, + "IoU": 0.6063227953410981, + "TN": 1042377, + "TP": 5466, + "n_pred": 7974, + "n_ref": 6507 + }, + "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": 21940, + "IoU": 0.0, + "TN": 1029452, + "TP": 0, + "n_pred": 21940, + "n_ref": 0 + }, + "3": { + "Dice": 0.6331011801122074, + "FN": 27155, + "FP": 3189, + "IoU": 0.46316608874106574, + "TN": 994868, + "TP": 26180, + "n_pred": 29369, + "n_ref": 53335 + }, + "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": 24978, + "IoU": 0.0, + "TN": 1026414, + "TP": 0, + "n_pred": 24978, + "n_ref": 0 + }, + "7": { + "Dice": 0.6992677175127219, + "FN": 700, + "FP": 1723, + "IoU": 0.5375954198473283, + "TN": 1046152, + "TP": 2817, + "n_pred": 4540, + "n_ref": 3517 + }, + "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_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9679377052180013, + "FN": 5513, + "FP": 795, + "IoU": 0.9378675203151933, + "TN": 599403, + "TP": 95217, + "n_pred": 96012, + "n_ref": 100730 + }, + "10": { + "Dice": 0.7732330355743614, + "FN": 3879, + "FP": 462, + "IoU": 0.6303014818599898, + "TN": 689186, + "TP": 7401, + "n_pred": 7863, + "n_ref": 11280 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 700922, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "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": 0.0, + "FN": 33, + "FP": 429, + "IoU": 0.0, + "TN": 700466, + "TP": 0, + "n_pred": 429, + "n_ref": 33 + }, + "3": { + "Dice": 0.9482560497498986, + "FN": 1467, + "FP": 1595, + "IoU": 0.9016035219640735, + "TN": 669809, + "TP": 28057, + "n_pred": 29652, + "n_ref": 29524 + }, + "4": { + "Dice": 0.0, + "FN": 1805, + "FP": 0, + "IoU": 0.0, + "TN": 699123, + "TP": 0, + "n_pred": 0, + "n_ref": 1805 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6804010531832744, + "FN": 190399, + "FP": 15711, + "IoU": 0.5156120007708469, + "TN": 275422, + "TP": 219396, + "n_pred": 235107, + "n_ref": 409795 + }, + "7": { + "Dice": 0.048775473492149155, + "FN": 366, + "FP": 36649, + "IoU": 0.02499736592561374, + "TN": 662964, + "TP": 949, + "n_pred": 37598, + "n_ref": 1315 + }, + "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_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5072723650129508, + "FN": 67, + "FP": 2406, + "IoU": 0.3398291510945008, + "TN": 171486, + "TP": 1273, + "n_pred": 3679, + "n_ref": 1340 + }, + "10": { + "Dice": 0.6504934696530937, + "FN": 11335, + "FP": 493, + "IoU": 0.48202320998467263, + "TN": 152397, + "TP": 11007, + "n_pred": 11500, + "n_ref": 22342 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 214, + "IoU": 0.0, + "TN": 175018, + "TP": 0, + "n_pred": 214, + "n_ref": 0 + }, + "3": { + "Dice": 0.9068768667927396, + "FN": 7720, + "FP": 2818, + "IoU": 0.8296200485044463, + "TN": 113382, + "TP": 51312, + "n_pred": 54130, + "n_ref": 59032 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.6066191872643486, + "FN": 144, + "FP": 795, + "IoU": 0.4353577871316897, + "TN": 173569, + "TP": 724, + "n_pred": 1519, + "n_ref": 868 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4990, + "IoU": 0.0, + "TN": 170242, + "TP": 0, + "n_pred": 4990, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2810, + "IoU": 0.0, + "TN": 172422, + "TP": 0, + "n_pred": 2810, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1908, + "IoU": 0.0, + "TN": 173324, + "TP": 0, + "n_pred": 1908, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 5264, + "IoU": 0.0, + "TN": 169968, + "TP": 0, + "n_pred": 5264, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0134.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": 0.9184768091630784, + "FN": 12895, + "FP": 2365, + "IoU": 0.8492437489503374, + "TN": 599705, + "TP": 85963, + "n_pred": 88328, + "n_ref": 98858 + }, + "15": { + "Dice": 0.0, + "FN": 2273, + "FP": 2681, + "IoU": 0.0, + "TN": 695974, + "TP": 0, + "n_pred": 2681, + "n_ref": 2273 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 700922, + "TP": 0, + "n_pred": 6, + "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": 5496, + "IoU": 0.0, + "TN": 695432, + "TP": 0, + "n_pred": 5496, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 129, + "IoU": 0.0, + "TN": 700799, + "TP": 0, + "n_pred": 129, + "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_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.0, + "FN": 0, + "FP": 12016, + "IoU": 0.0, + "TN": 163216, + "TP": 0, + "n_pred": 12016, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2341, + "IoU": 0.0, + "TN": 172891, + "TP": 0, + "n_pred": 2341, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.04118404118404118, + "FN": 3551, + "FP": 2409, + "IoU": 0.02102496714848883, + "TN": 169144, + "TP": 128, + "n_pred": 2537, + "n_ref": 3679 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.012483185364541297, + "FN": 17425, + "FP": 928, + "IoU": 0.006280794845416644, + "TN": 156763, + "TP": 116, + "n_pred": 1044, + "n_ref": 17541 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2687, + "FP": 0, + "IoU": 0.0, + "TN": 172545, + "TP": 0, + "n_pred": 0, + "n_ref": 2687 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.02092511013215859, + "FN": 497, + "FP": 1281, + "IoU": 0.010573177518085699, + "TN": 173435, + "TP": 19, + "n_pred": 1300, + "n_ref": 516 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 896, + "IoU": 0.0, + "TN": 174336, + "TP": 0, + "n_pred": 896, + "n_ref": 0 + }, + "8": { + "Dice": 0.0023461661512210728, + "FN": 13344, + "FP": 5366, + "IoU": 0.001174460815716421, + "TN": 156500, + "TP": 22, + "n_pred": 5388, + "n_ref": 13366 + }, + "9": { + "Dice": 0.28166479190101235, + "FN": 3749, + "FP": 15409, + "IoU": 0.1639172558261325, + "TN": 152318, + "TP": 3756, + "n_pred": 19165, + "n_ref": 7505 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8407766990291262, + "FN": 472, + "FP": 20, + "IoU": 0.7252931323283082, + "TN": 348673, + "TP": 1299, + "n_pred": 1319, + "n_ref": 1771 + }, + "10": { + "Dice": 0.3696471725471242, + "FN": 42322, + "FP": 3325, + "IoU": 0.22672832918297167, + "TN": 291433, + "TP": 13384, + "n_pred": 16709, + "n_ref": 55706 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 914, + "FP": 0, + "IoU": 0.0, + "TN": 349550, + "TP": 0, + "n_pred": 0, + "n_ref": 914 + }, + "13": { + "Dice": 0.30778294167703085, + "FN": 16116, + "FP": 5034, + "IoU": 0.181881479189231, + "TN": 324612, + "TP": 4702, + "n_pred": 9736, + "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": 0.6357111351698144, + "FN": 5521, + "FP": 3564, + "IoU": 0.46596520103456385, + "TN": 333452, + "TP": 7927, + "n_pred": 11491, + "n_ref": 13448 + }, + "3": { + "Dice": 0.8001087030368911, + "FN": 2750, + "FP": 11961, + "IoU": 0.6668176567843634, + "TN": 306311, + "TP": 29442, + "n_pred": 41403, + "n_ref": 32192 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 2610, + "IoU": 0.0, + "TN": 347854, + "TP": 0, + "n_pred": 2610, + "n_ref": 0 + }, + "7": { + "Dice": 0.17611955471966656, + "FN": 81017, + "FP": 24, + "IoU": 0.09656310268329933, + "TN": 260761, + "TP": 8662, + "n_pred": 8686, + "n_ref": 89679 + }, + "8": { + "Dice": 0.6417789924840053, + "FN": 366, + "FP": 5401, + "IoU": 0.47251440592701, + "TN": 339531, + "TP": 5166, + "n_pred": 10567, + "n_ref": 5532 + }, + "9": { + "Dice": 0.5744722955145118, + "FN": 5450, + "FP": 7452, + "IoU": 0.40298921845356533, + "TN": 328853, + "TP": 8709, + "n_pred": 16161, + "n_ref": 14159 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8667331339315387, + "FN": 770, + "FP": 32, + "IoU": 0.7648093841642228, + "TN": 171822, + "TP": 2608, + "n_pred": 2640, + "n_ref": 3378 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 10664, + "IoU": 0.0, + "TN": 164568, + "TP": 0, + "n_pred": 10664, + "n_ref": 0 + }, + "3": { + "Dice": 0.39255243931180767, + "FN": 38625, + "FP": 36, + "IoU": 0.24420855081813383, + "TN": 124079, + "TP": 12492, + "n_pred": 12528, + "n_ref": 51117 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.0, + "FN": 943, + "FP": 0, + "IoU": 0.0, + "TN": 174289, + "TP": 0, + "n_pred": 0, + "n_ref": 943 + }, + "6": { + "Dice": 0.5644480382575738, + "FN": 87424, + "FP": 375, + "IoU": 0.393192342248946, + "TN": 30542, + "TP": 56891, + "n_pred": 57266, + "n_ref": 144315 + }, + "7": { + "Dice": 0.0, + "FN": 21, + "FP": 16669, + "IoU": 0.0, + "TN": 158542, + "TP": 0, + "n_pred": 16669, + "n_ref": 21 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.3218757113589802, + "FN": 2974, + "FP": 5, + "IoU": 0.1918068366793272, + "TN": 171546, + "TP": 707, + "n_pred": 712, + "n_ref": 3681 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0330.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": 2024, + "FP": 0, + "IoU": 0.0, + "TN": 698904, + "TP": 0, + "n_pred": 0, + "n_ref": 2024 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 25, + "FP": 0, + "IoU": 0.0, + "TN": 700903, + "TP": 0, + "n_pred": 0, + "n_ref": 25 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6914848740508618, + "FN": 13684, + "FP": 6794, + "IoU": 0.5284500426002257, + "TN": 657501, + "TP": 22949, + "n_pred": 29743, + "n_ref": 36633 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2673, + "IoU": 0.0, + "TN": 698255, + "TP": 0, + "n_pred": 2673, + "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": 0.396625641522894, + "FN": 2713, + "FP": 84404, + "IoU": 0.2473693304535637, + "TN": 585178, + "TP": 28633, + "n_pred": 113037, + "n_ref": 31346 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1157, + "IoU": 0.0, + "TN": 699771, + "TP": 0, + "n_pred": 1157, + "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": 3012, + "IoU": 0.0, + "TN": 697916, + "TP": 0, + "n_pred": 3012, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.912621359223301, + "FN": 51, + "FP": 12, + "IoU": 0.8392857142857143, + "TN": 525304, + "TP": 329, + "n_pred": 341, + "n_ref": 380 + }, + "10": { + "Dice": 0.6078772378516624, + "FN": 2246, + "FP": 1587, + "IoU": 0.4366549088771311, + "TN": 518892, + "TP": 2971, + "n_pred": 4558, + "n_ref": 5217 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1426, + "FP": 0, + "IoU": 0.0, + "TN": 524270, + "TP": 0, + "n_pred": 0, + "n_ref": 1426 + }, + "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": 14687, + "IoU": 0.0, + "TN": 511009, + "TP": 0, + "n_pred": 14687, + "n_ref": 0 + }, + "3": { + "Dice": 0.8182700872258645, + "FN": 21426, + "FP": 1221, + "IoU": 0.692434098841552, + "TN": 452063, + "TP": 50986, + "n_pred": 52207, + "n_ref": 72412 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.24051281850088088, + "FN": 2872.1733333333327, + "FP": 3840.9166666666665, + "IoU": 0.1945186381162374, + "TN": 400250.1733333333, + "TP": 4831.9366666666665, + "n_pred": 8672.853333333333, + "n_ref": 7704.1100000000015 + }, + "mean": { + "1": { + "Dice": 0.4622660371120286, + "FN": 1980.55, + "FP": 3409.2, + "IoU": 0.4242871632719766, + "TN": 390563.2, + "TP": 15842.25, + "n_pred": 19251.45, + "n_ref": 17822.8 + }, + "10": { + "Dice": 0.338110996407069, + "FN": 4145.65, + "FP": 2065.75, + "IoU": 0.2543944637251177, + "TN": 401075.4, + "TP": 4508.4, + "n_pred": 6574.15, + "n_ref": 8654.05 + }, + "11": { + "Dice": 0.0, + "FN": 176.7, + "FP": 0.0, + "IoU": 0.0, + "TN": 411618.5, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 176.7 + }, + "12": { + "Dice": 0.0, + "FN": 438.6, + "FP": 0.0, + "IoU": 0.0, + "TN": 411356.6, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 438.6 + }, + "13": { + "Dice": 0.029832314952620148, + "FN": 2706.85, + "FP": 246.85, + "IoU": 0.015617204068766877, + "TN": 408711.05, + "TP": 130.45, + "n_pred": 377.3, + "n_ref": 2837.3 + }, + "14": { + "Dice": 0.5663843110894381, + "FN": 1057.45, + "FP": 1309.0, + "IoU": 0.4960385294460828, + "TN": 403951.25, + "TP": 5477.5, + "n_pred": 6786.5, + "n_ref": 6534.95 + }, + "15": { + "Dice": 0.06312568394601387, + "FN": 1717.6, + "FP": 754.4, + "IoU": 0.03368951569293331, + "TN": 409167.45, + "TP": 155.75, + "n_pred": 910.15, + "n_ref": 1873.35 + }, + "2": { + "Dice": 0.10911080388247597, + "FN": 1399.15, + "FP": 23155.95, + "IoU": 0.08017656003586077, + "TN": 385964.05, + "TP": 1276.05, + "n_pred": 24432.0, + "n_ref": 2675.2 + }, + "3": { + "Dice": 0.3895104100820978, + "FN": 5940.15, + "FP": 4931.45, + "IoU": 0.33374520893407683, + "TN": 392693.0, + "TP": 8230.6, + "n_pred": 13162.05, + "n_ref": 14170.75 + }, + "4": { + "Dice": 0.0, + "FN": 18.3, + "FP": 0.0, + "IoU": 0.0, + "TN": 411776.9, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 18.3 + }, + "5": { + "Dice": 0.11634792907653185, + "FN": 91.6, + "FP": 346.25, + "IoU": 0.07047305566105415, + "TN": 411273.85, + "TP": 83.5, + "n_pred": 429.75, + "n_ref": 175.1 + }, + "6": { + "Dice": 0.4870623366710442, + "FN": 2718.3, + "FP": 13518.0, + "IoU": 0.4048760508585524, + "TN": 376231.25, + "TP": 19327.65, + "n_pred": 32845.65, + "n_ref": 22045.95 + }, + "7": { + "Dice": 0.37062772422939194, + "FN": 16925.5, + "FP": 7476.1, + "IoU": 0.2916807347559037, + "TN": 371849.9, + "TP": 15543.7, + "n_pred": 23019.8, + "n_ref": 32469.2 + }, + "8": { + "Dice": 0.21471452065297908, + "FN": 2828.5, + "FP": 208.5, + "IoU": 0.1593010778319571, + "TN": 408096.9, + "TP": 661.3, + "n_pred": 869.8, + "n_ref": 3489.8 + }, + "9": { + "Dice": 0.4605992094115219, + "FN": 937.7, + "FP": 192.3, + "IoU": 0.3535000074612786, + "TN": 409423.3, + "TP": 1241.9, + "n_pred": 1434.2, + "n_ref": 2179.6 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8937295574627492, + "FN": 7106, + "FP": 11901, + "IoU": 0.8078761965410235, + "TN": 601997, + "TP": 79924, + "n_pred": 91825, + "n_ref": 87030 + }, + "10": { + "Dice": 0.0, + "FN": 1767, + "FP": 0, + "IoU": 0.0, + "TN": 699161, + "TP": 0, + "n_pred": 0, + "n_ref": 1767 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1543, + "FP": 0, + "IoU": 0.0, + "TN": 699385, + "TP": 0, + "n_pred": 0, + "n_ref": 1543 + }, + "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": 11671, + "IoU": 0.0, + "TN": 689257, + "TP": 0, + "n_pred": 11671, + "n_ref": 0 + }, + "3": { + "Dice": 0.4528618885791745, + "FN": 6788, + "FP": 7541, + "IoU": 0.2927094131003505, + "TN": 680669, + "TP": 5930, + "n_pred": 13471, + "n_ref": 12718 + }, + "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": 0.5291956934768841, + "FN": 439, + "FP": 14429, + "IoU": 0.359800206682742, + "TN": 677704, + "TP": 8356, + "n_pred": 22785, + "n_ref": 8795 + }, + "7": { + "Dice": 0.6131139740868164, + "FN": 34923, + "FP": 7359, + "IoU": 0.4420795671966748, + "TN": 625143, + "TP": 33503, + "n_pred": 40862, + "n_ref": 68426 + }, + "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_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9574289483151457, + "FN": 8520, + "FP": 1420, + "IoU": 0.9183344835518749, + "TN": 228748, + "TP": 111776, + "n_pred": 113196, + "n_ref": 120296 + }, + "10": { + "Dice": 0.9104833647206528, + "FN": 864, + "FP": 562, + "IoU": 0.8356764231389722, + "TN": 341786, + "TP": 7252, + "n_pred": 7814, + "n_ref": 8116 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 6, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "3": { + "Dice": 0.8950823733432429, + "FN": 350, + "FP": 497, + "IoU": 0.8100896860986547, + "TN": 346004, + "TP": 3613, + "n_pred": 4110, + "n_ref": 3963 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 60, + "FP": 4649, + "IoU": 0.0, + "TN": 345755, + "TP": 0, + "n_pred": 4649, + "n_ref": 60 + }, + "7": { + "Dice": 0.910335615294707, + "FN": 776, + "FP": 1372, + "IoU": 0.8354275206864848, + "TN": 337412, + "TP": 10904, + "n_pred": 12276, + "n_ref": 11680 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.927389478883675, + "FN": 628, + "FP": 1136, + "IoU": 0.864609716785632, + "TN": 512667, + "TP": 11265, + "n_pred": 12401, + "n_ref": 11893 + }, + "10": { + "Dice": 0.6571428571428571, + "FN": 14324, + "FP": 9796, + "IoU": 0.48936170212765956, + "TN": 478461, + "TP": 23115, + "n_pred": 32911, + "n_ref": 37439 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 743, + "FP": 0, + "IoU": 0.0, + "TN": 524953, + "TP": 0, + "n_pred": 0, + "n_ref": 743 + }, + "13": { + "Dice": 0.094405732057793, + "FN": 18386, + "FP": 4617, + "IoU": 0.049541360218163785, + "TN": 501494, + "TP": 1199, + "n_pred": 5816, + "n_ref": 19585 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 9425, + "IoU": 0.0, + "TN": 516271, + "TP": 0, + "n_pred": 9425, + "n_ref": 0 + }, + "3": { + "Dice": 0.9066686431099334, + "FN": 13167, + "FP": 1944, + "IoU": 0.829271599498356, + "TN": 437187, + "TP": 73398, + "n_pred": 75342, + "n_ref": 86565 + }, + "4": { + "Dice": 0.0, + "FN": 314, + "FP": 0, + "IoU": 0.0, + "TN": 525382, + "TP": 0, + "n_pred": 0, + "n_ref": 314 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7325223809198387, + "FN": 2355, + "FP": 5473, + "IoU": 0.5779371326899229, + "TN": 507149, + "TP": 10719, + "n_pred": 16192, + "n_ref": 13074 + }, + "7": { + "Dice": 0.36067729359385453, + "FN": 49314, + "FP": 6114, + "IoU": 0.22001604210348563, + "TN": 454633, + "TP": 15635, + "n_pred": 21749, + "n_ref": 64949 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 319, + "IoU": 0.0, + "TN": 525377, + "TP": 0, + "n_pred": 319, + "n_ref": 0 + }, + "9": { + "Dice": 0.6146685925212646, + "FN": 1866, + "FP": 535, + "IoU": 0.4436978683966636, + "TN": 521380, + "TP": 1915, + "n_pred": 2450, + "n_ref": 3781 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.0, + "FN": 0, + "FP": 712, + "IoU": 0.0, + "TN": 349752, + "TP": 0, + "n_pred": 712, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 578, + "FP": 1880, + "IoU": 0.0, + "TN": 348006, + "TP": 0, + "n_pred": 1880, + "n_ref": 578 + }, + "6": { + "Dice": 0.840304889384644, + "FN": 556, + "FP": 303, + "IoU": 0.7245912151330555, + "TN": 347345, + "TP": 2260, + "n_pred": 2563, + "n_ref": 2816 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 350445, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "8": { + "Dice": 0.19340112056443245, + "FN": 7197, + "FP": 577, + "IoU": 0.10705260739719734, + "TN": 341758, + "TP": 932, + "n_pred": 1509, + "n_ref": 8129 + }, + "9": { + "Dice": 0.8254862611917259, + "FN": 2400, + "FP": 2122, + "IoU": 0.7028323585463626, + "TN": 335247, + "TP": 10695, + "n_pred": 12817, + "n_ref": 13095 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1626, + "IoU": 0.0, + "TN": 173606, + "TP": 0, + "n_pred": 1626, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.26158119729203744, + "FN": 7528, + "FP": 36865, + "IoU": 0.15047075933864054, + "TN": 122976, + "TP": 7863, + "n_pred": 44728, + "n_ref": 15391 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 55176, + "IoU": 0.0, + "TN": 120056, + "TP": 0, + "n_pred": 55176, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8688735413193618, + "FN": 1534, + "FP": 1219, + "IoU": 0.7681488967492, + "TN": 163358, + "TP": 9121, + "n_pred": 10340, + "n_ref": 10655 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 845, + "IoU": 0.0, + "TN": 174387, + "TP": 0, + "n_pred": 845, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1916, + "IoU": 0.0, + "TN": 173316, + "TP": 0, + "n_pred": 1916, + "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": 3534, + "FP": 0, + "IoU": 0.0, + "TN": 171698, + "TP": 0, + "n_pred": 0, + "n_ref": 3534 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 936, + "FP": 0, + "IoU": 0.0, + "TN": 174296, + "TP": 0, + "n_pred": 0, + "n_ref": 936 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3447571824413009, + "FN": 13390, + "FP": 89, + "IoU": 0.20828193832599118, + "TN": 158207, + "TP": 3546, + "n_pred": 3635, + "n_ref": 16936 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11753, + "IoU": 0.0, + "TN": 163479, + "TP": 0, + "n_pred": 11753, + "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": 70, + "IoU": 0.0, + "TN": 175162, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + }, + "6": { + "Dice": 0.947693747623551, + "FN": 4333, + "FP": 1032, + "IoU": 0.90058739600126, + "TN": 121265, + "TP": 48602, + "n_pred": 49634, + "n_ref": 52935 + }, + "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": 522, + "IoU": 0.0, + "TN": 174710, + "TP": 0, + "n_pred": 522, + "n_ref": 0 + }, + "9": { + "Dice": 0.02676864244741874, + "FN": 2768, + "FP": 286, + "IoU": 0.013565891472868217, + "TN": 172136, + "TP": 42, + "n_pred": 328, + "n_ref": 2810 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9119120041785725, + "FN": 990, + "FP": 1877, + "IoU": 0.8380866324052635, + "TN": 332757, + "TP": 14840, + "n_pred": 16717, + "n_ref": 15830 + }, + "10": { + "Dice": 0.7236953754773017, + "FN": 5950, + "FP": 4470, + "IoU": 0.5670240172857974, + "TN": 326398, + "TP": 13646, + "n_pred": 18116, + "n_ref": 19596 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 354, + "FP": 0, + "IoU": 0.0, + "TN": 350110, + "TP": 0, + "n_pred": 0, + "n_ref": 354 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 218, + "IoU": 0.0, + "TN": 350246, + "TP": 0, + "n_pred": 218, + "n_ref": 0 + }, + "14": { + "Dice": 0.91457632577113, + "FN": 18728, + "FP": 370, + "IoU": 0.8425984686771117, + "TN": 229131, + "TP": 102235, + "n_pred": 102605, + "n_ref": 120963 + }, + "15": { + "Dice": 0.0, + "FN": 6324, + "FP": 0, + "IoU": 0.0, + "TN": 344140, + "TP": 0, + "n_pred": 0, + "n_ref": 6324 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 913, + "IoU": 0.0, + "TN": 349551, + "TP": 0, + "n_pred": 913, + "n_ref": 0 + }, + "3": { + "Dice": 0.9333140758469856, + "FN": 6802, + "FP": 2894, + "IoU": 0.8749661495609115, + "TN": 272917, + "TP": 67851, + "n_pred": 70745, + "n_ref": 74653 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 6613, + "IoU": 0.0, + "TN": 343851, + "TP": 0, + "n_pred": 6613, + "n_ref": 0 + }, + "7": { + "Dice": 0.1740389255267814, + "FN": 2898, + "FP": 2237, + "IoU": 0.09531360112755462, + "TN": 344788, + "TP": 541, + "n_pred": 2778, + "n_ref": 3439 + }, + "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": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7845766074971845, + "FN": 2421, + "FP": 1596, + "IoU": 0.6455171196611366, + "TN": 339132, + "TP": 7315, + "n_pred": 8911, + "n_ref": 9736 + }, + "15": { + "Dice": 0.12625136789202773, + "FN": 28028, + "FP": 15088, + "IoU": 0.06737903138586662, + "TN": 304233, + "TP": 3115, + "n_pred": 18203, + "n_ref": 31143 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 473, + "IoU": 0.0, + "TN": 349991, + "TP": 0, + "n_pred": 473, + "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": 4068, + "IoU": 0.0, + "TN": 346396, + "TP": 0, + "n_pred": 4068, + "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_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0763372298972724, + "FN": 392, + "FP": 41328, + "IoU": 0.03968327041708867, + "TN": 1183180, + "TP": 1724, + "n_pred": 43052, + "n_ref": 2116 + }, + "10": { + "Dice": 0.38273972602739725, + "FN": 2385, + "FP": 2121, + "IoU": 0.23665932576655938, + "TN": 1220721, + "TP": 1397, + "n_pred": 3518, + "n_ref": 3782 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 24214, + "IoU": 0.0, + "TN": 1202410, + "TP": 0, + "n_pred": 24214, + "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": 56460, + "IoU": 0.0, + "TN": 1170164, + "TP": 0, + "n_pred": 56460, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9769, + "IoU": 0.0, + "TN": 1216855, + "TP": 0, + "n_pred": 9769, + "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": 0.019568006843455946, + "FN": 3, + "FP": 73349, + "IoU": 0.009880675989417418, + "TN": 1152540, + "TP": 732, + "n_pred": 74081, + "n_ref": 735 + }, + "7": { + "Dice": 0.6451066862666488, + "FN": 26877, + "FP": 68727, + "IoU": 0.4761309836927933, + "TN": 1044128, + "TP": 86892, + "n_pred": 155619, + "n_ref": 113769 + }, + "8": { + "Dice": 0.1761954261954262, + "FN": 9509, + "FP": 1, + "IoU": 0.09660872043317184, + "TN": 1216097, + "TP": 1017, + "n_pred": 1018, + "n_ref": 10526 + }, + "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_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8966179210660041, + "FN": 10507, + "FP": 2310, + "IoU": 0.8126087401494217, + "TN": 282067, + "TP": 55580, + "n_pred": 57890, + "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": 1343, + "IoU": 0.0, + "TN": 349121, + "TP": 0, + "n_pred": 1343, + "n_ref": 0 + }, + "7": { + "Dice": 0.9294164852935812, + "FN": 2528, + "FP": 3277, + "IoU": 0.8681401053970561, + "TN": 306440, + "TP": 38219, + "n_pred": 41496, + "n_ref": 40747 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1641, + "IoU": 0.0, + "TN": 348823, + "TP": 0, + "n_pred": 1641, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "10": { + "Dice": 0.2898152845334368, + "FN": 21477, + "FP": 2322, + "IoU": 0.16946431687314606, + "TN": 146577, + "TP": 4856, + "n_pred": 7178, + "n_ref": 26333 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4389, + "FP": 0, + "IoU": 0.0, + "TN": 170843, + "TP": 0, + "n_pred": 0, + "n_ref": 4389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9051698886936145, + "FN": 1219, + "FP": 3961, + "IoU": 0.8267674403049963, + "TN": 145330, + "TP": 24722, + "n_pred": 28683, + "n_ref": 25941 + }, + "7": { + "Dice": 0.6480799179549512, + "FN": 12855, + "FP": 5675, + "IoU": 0.47937738817711845, + "TN": 139640, + "TP": 17062, + "n_pred": 22737, + "n_ref": 29917 + }, + "8": { + "Dice": 0.4981949458483754, + "FN": 556, + "FP": 0, + "IoU": 0.3317307692307692, + "TN": 174400, + "TP": 276, + "n_pred": 276, + "n_ref": 832 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8508072115082606, + "FN": 11424, + "FP": 2826, + "IoU": 0.7403520279873183, + "TN": 295582, + "TP": 40632, + "n_pred": 43458, + "n_ref": 52056 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 33, + "FP": 0, + "IoU": 0.0, + "TN": 350431, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 262, + "IoU": 0.0, + "TN": 350202, + "TP": 0, + "n_pred": 262, + "n_ref": 0 + }, + "3": { + "Dice": 0.9171483622350675, + "FN": 37, + "FP": 49, + "IoU": 0.8469750889679716, + "TN": 349902, + "TP": 476, + "n_pred": 525, + "n_ref": 513 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.397160679716068, + "FN": 1093, + "FP": 12920, + "IoU": 0.24778571045144668, + "TN": 331835, + "TP": 4616, + "n_pred": 17536, + "n_ref": 5709 + }, + "7": { + "Dice": 0.8656614119259767, + "FN": 3578, + "FP": 5046, + "IoU": 0.7631419939577039, + "TN": 314054, + "TP": 27786, + "n_pred": 32832, + "n_ref": 31364 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6170247395833334, + "FN": 4704, + "FP": 2, + "IoU": 0.4461574673414146, + "TN": 341967, + "TP": 3791, + "n_pred": 3793, + "n_ref": 8495 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1440, + "IoU": 0.0, + "TN": 173792, + "TP": 0, + "n_pred": 1440, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8119889439133939, + "FN": 5964, + "FP": 566, + "IoU": 0.6834860161892298, + "TN": 154601, + "TP": 14101, + "n_pred": 14667, + "n_ref": 20065 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4966, + "IoU": 0.0, + "TN": 170266, + "TP": 0, + "n_pred": 4966, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8250907645422022, + "FN": 32980, + "FP": 21, + "IoU": 0.7022591529980693, + "TN": 64394, + "TP": 77837, + "n_pred": 77858, + "n_ref": 110817 + }, + "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_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 175209, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 970, + "IoU": 0.0, + "TN": 174262, + "TP": 0, + "n_pred": 970, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0.34904378722959556, + "FN": 1254, + "FP": 4975, + "IoU": 0.21141916698316243, + "TN": 167333, + "TP": 1670, + "n_pred": 6645, + "n_ref": 2924 + }, + "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": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 36533, + "FP": 0, + "IoU": 0.0, + "TN": 138699, + "TP": 0, + "n_pred": 0, + "n_ref": 36533 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 252, + "IoU": 0.0, + "TN": 1051140, + "TP": 0, + "n_pred": 252, + "n_ref": 0 + }, + "10": { + "Dice": 0.5872218771282527, + "FN": 34968, + "FP": 20187, + "IoU": 0.41565046033881786, + "TN": 957005, + "TP": 39232, + "n_pred": 59419, + "n_ref": 74200 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6094, + "FP": 0, + "IoU": 0.0, + "TN": 1045298, + "TP": 0, + "n_pred": 0, + "n_ref": 6094 + }, + "13": { + "Dice": 0.08458815765792789, + "FN": 30426, + "FP": 92, + "IoU": 0.04416186419443748, + "TN": 1019464, + "TP": 1410, + "n_pred": 1502, + "n_ref": 31836 + }, + "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": 0.00011312682545559258, + "FN": 1101, + "FP": 193349, + "IoU": 5.656661232843604e-05, + "TN": 856931, + "TP": 11, + "n_pred": 193360, + "n_ref": 1112 + }, + "3": { + "Dice": 0.439615736505032, + "FN": 15741, + "FP": 3859, + "IoU": 0.28173556141893874, + "TN": 1024104, + "TP": 7688, + "n_pred": 11547, + "n_ref": 23429 + }, + "4": { + "Dice": 0.0, + "FN": 52, + "FP": 0, + "IoU": 0.0, + "TN": 1051340, + "TP": 0, + "n_pred": 0, + "n_ref": 52 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.42946383678941996, + "FN": 3409, + "FP": 71483, + "IoU": 0.2734504603265457, + "TN": 948313, + "TP": 28187, + "n_pred": 99670, + "n_ref": 31596 + }, + "7": { + "Dice": 0.3905758879060835, + "FN": 78036, + "FP": 34613, + "IoU": 0.24268052464923662, + "TN": 902645, + "TP": 36098, + "n_pred": 70711, + "n_ref": 114134 + }, + "8": { + "Dice": 0.8499246726155986, + "FN": 2775, + "FP": 1110, + "IoU": 0.7390165255945184, + "TN": 1036506, + "TP": 11001, + "n_pred": 12111, + "n_ref": 13776 + }, + "9": { + "Dice": 0.6796470207253886, + "FN": 7016, + "FP": 898, + "IoU": 0.5147464590103624, + "TN": 1035083, + "TP": 8395, + "n_pred": 9293, + "n_ref": 15411 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0349.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": 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": 0.0, + "FN": 0, + "FP": 1510, + "IoU": 0.0, + "TN": 874650, + "TP": 0, + "n_pred": 1510, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 876145, + "TP": 0, + "n_pred": 15, + "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": 0.8108916207566228, + "FN": 6385, + "FP": 73560, + "IoU": 0.6819324755516301, + "TN": 624814, + "TP": 171401, + "n_pred": 244961, + "n_ref": 177786 + }, + "7": { + "Dice": 0.39303738982087005, + "FN": 126725, + "FP": 9895, + "IoU": 0.244584029106351, + "TN": 695306, + "TP": 44234, + "n_pred": 54129, + "n_ref": 170959 + }, + "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_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9575021682567216, + "FN": 44, + "FP": 54, + "IoU": 0.9184692179700499, + "TN": 174030, + "TP": 1104, + "n_pred": 1158, + "n_ref": 1148 + }, + "10": { + "Dice": 0.5062334718549301, + "FN": 1178, + "FP": 129, + "IoU": 0.3388973191704603, + "TN": 173255, + "TP": 670, + "n_pred": 799, + "n_ref": 1848 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 151530, + "IoU": 0.0, + "TN": 23702, + "TP": 0, + "n_pred": 151530, + "n_ref": 0 + }, + "3": { + "Dice": 0.12943384136573757, + "FN": 75918, + "FP": 166, + "IoU": 0.06919500856373868, + "TN": 93492, + "TP": 5656, + "n_pred": 5822, + "n_ref": 81574 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 41, + "IoU": 0.0, + "TN": 175191, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0390.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.20940754267878908, + "FN": 3428.512280701754, + "FP": 2462.9298245614036, + "IoU": 0.17438545202440175, + "TN": 331788.98947368417, + "TP": 3560.831578947368, + "n_pred": 6023.761403508772, + "n_ref": 6989.343859649122 + }, + "mean": { + "1": { + "Dice": 0.4492025508139682, + "FN": 1142.421052631579, + "FP": 180.21052631578948, + "IoU": 0.40785531622900945, + "TN": 334823.63157894736, + "TP": 5095.0, + "n_pred": 5275.210526315789, + "n_ref": 6237.421052631579 + }, + "10": { + "Dice": 0.15959172648484202, + "FN": 5511.789473684211, + "FP": 2419.157894736842, + "IoU": 0.11280416521517034, + "TN": 332406.63157894736, + "TP": 903.6842105263158, + "n_pred": 3322.842105263158, + "n_ref": 6415.473684210527 + }, + "11": { + "Dice": 0.0, + "FN": 13.473684210526315, + "FP": 0.0, + "IoU": 0.0, + "TN": 341227.7894736842, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 13.473684210526315 + }, + "12": { + "Dice": 0.0, + "FN": 121.89473684210526, + "FP": 0.0, + "IoU": 0.0, + "TN": 341119.36842105264, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 121.89473684210526 + }, + "13": { + "Dice": 0.061519282448006085, + "FN": 2922.8947368421054, + "FP": 741.1578947368421, + "IoU": 0.041749265982431574, + "TN": 337063.1052631579, + "TP": 514.1052631578947, + "n_pred": 1255.2631578947369, + "n_ref": 3437.0 + }, + "14": { + "Dice": 0.31927168320716187, + "FN": 100.05263157894737, + "FP": 691.3157894736842, + "IoU": 0.3063483915126626, + "TN": 338565.36842105264, + "TP": 1884.5263157894738, + "n_pred": 2575.842105263158, + "n_ref": 1984.578947368421 + }, + "15": { + "Dice": 0.28887641350549365, + "FN": 1319.7368421052631, + "FP": 80.3157894736842, + "IoU": 0.16882264716910386, + "TN": 339556.84210526315, + "TP": 284.36842105263156, + "n_pred": 364.6842105263158, + "n_ref": 1604.1052631578948 + }, + "2": { + "Dice": 0.41600618382772087, + "FN": 12906.368421052632, + "FP": 2241.9473684210525, + "IoU": 0.37501926043309475, + "TN": 318488.6842105263, + "TP": 7604.263157894737, + "n_pred": 9846.21052631579, + "n_ref": 20510.63157894737 + }, + "3": { + "Dice": 0.2808942812230573, + "FN": 2442.8947368421054, + "FP": 6808.894736842105, + "IoU": 0.23776845976430985, + "TN": 329526.4210526316, + "TP": 2463.0526315789475, + "n_pred": 9271.947368421053, + "n_ref": 4905.9473684210525 + }, + "4": { + "Dice": 0.0, + "FN": 1726.421052631579, + "FP": 0.0, + "IoU": 0.0, + "TN": 339514.84210526315, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1726.421052631579 + }, + "5": { + "Dice": 0.0, + "FN": 1974.7894736842106, + "FP": 0.0, + "IoU": 0.0, + "TN": 339266.4736842105, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1974.7894736842106 + }, + "6": { + "Dice": 0.48089843708180974, + "FN": 6417.0526315789475, + "FP": 8660.842105263158, + "IoU": 0.4222460606901745, + "TN": 299768.05263157893, + "TP": 26395.315789473683, + "n_pred": 35056.15789473684, + "n_ref": 32812.36842105263 + }, + "7": { + "Dice": 0.1312330178665991, + "FN": 14259.526315789473, + "FP": 14118.421052631578, + "IoU": 0.08628469074736653, + "TN": 306403.63157894736, + "TP": 6459.684210526316, + "n_pred": 20578.105263157893, + "n_ref": 20719.21052631579 + }, + "8": { + "Dice": 0.274746883785936, + "FN": 130.21052631578948, + "FP": 480.10526315789474, + "IoU": 0.23367612097086307, + "TN": 339741.15789473685, + "TP": 889.7894736842105, + "n_pred": 1369.8947368421052, + "n_ref": 1020.0 + }, + "9": { + "Dice": 0.2788726799372417, + "FN": 438.1578947368421, + "FP": 521.578947368421, + "IoU": 0.22320740165184, + "TN": 339362.84210526315, + "TP": 918.6842105263158, + "n_pred": 1440.2631578947369, + "n_ref": 1356.842105263158 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8880257077850492, + "FN": 21468, + "FP": 2401, + "IoU": 0.798602732097505, + "TN": 407179, + "TP": 94648, + "n_pred": 97049, + "n_ref": 116116 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1326, + "IoU": 0.0, + "TN": 524370, + "TP": 0, + "n_pred": 1326, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9061683745228049, + "FN": 76, + "FP": 391, + "IoU": 0.828434974283615, + "TN": 522974, + "TP": 2255, + "n_pred": 2646, + "n_ref": 2331 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3493, + "IoU": 0.0, + "TN": 522203, + "TP": 0, + "n_pred": 3493, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1242, + "FP": 0, + "IoU": 0.0, + "TN": 524454, + "TP": 0, + "n_pred": 0, + "n_ref": 1242 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8610469019203233, + "FN": 81976, + "FP": 2062, + "IoU": 0.755998559881074, + "TN": 181280, + "TP": 260378, + "n_pred": 262440, + "n_ref": 342354 + }, + "7": { + "Dice": 0.19954610405984702, + "FN": 4777, + "FP": 4746, + "IoU": 0.11083099906629318, + "TN": 514986, + "TP": 1187, + "n_pred": 5933, + "n_ref": 5964 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 35, + "FP": 0, + "IoU": 0.0, + "TN": 175197, + "TP": 0, + "n_pred": 0, + "n_ref": 35 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 384, + "FP": 187, + "IoU": 0.0, + "TN": 174661, + "TP": 0, + "n_pred": 187, + "n_ref": 384 + }, + "7": { + "Dice": 0.009645456405459912, + "FN": 67764, + "FP": 2, + "IoU": 0.00484609962406015, + "TN": 107136, + "TP": 330, + "n_pred": 332, + "n_ref": 68094 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.010538795942563562, + "FN": 6435, + "FP": 1076, + "IoU": 0.005297311614355715, + "TN": 868609, + "TP": 40, + "n_pred": 1116, + "n_ref": 6475 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 122, + "FP": 0, + "IoU": 0.0, + "TN": 876038, + "TP": 0, + "n_pred": 0, + "n_ref": 122 + }, + "13": { + "Dice": 0.01062959934587081, + "FN": 7005, + "FP": 255, + "IoU": 0.005343197698314837, + "TN": 868861, + "TP": 39, + "n_pred": 294, + "n_ref": 7044 + }, + "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": 11451, + "FP": 0, + "IoU": 0.0, + "TN": 864709, + "TP": 0, + "n_pred": 0, + "n_ref": 11451 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.15663311985361392, + "FN": 1772, + "FP": 71972, + "IoU": 0.08497121302362518, + "TN": 795568, + "TP": 6848, + "n_pred": 78820, + "n_ref": 8620 + }, + "7": { + "Dice": 0.6560017340332294, + "FN": 54939, + "FP": 18065, + "IoU": 0.48809715804309567, + "TN": 733547, + "TP": 69609, + "n_pred": 87674, + "n_ref": 124548 + }, + "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_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 60, + "IoU": 0.0, + "TN": 525636, + "TP": 0, + "n_pred": 60, + "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": 1046, + "FP": 3, + "IoU": 0.0, + "TN": 524647, + "TP": 0, + "n_pred": 3, + "n_ref": 1046 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 10402, + "IoU": 0.0, + "TN": 515294, + "TP": 0, + "n_pred": 10402, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.11225705496381386, + "FN": 99818, + "FP": 30, + "IoU": 0.05946628234474054, + "TN": 419535, + "TP": 6313, + "n_pred": 6343, + "n_ref": 106131 + }, + "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": 0.8727203101814178, + "FN": 1542, + "FP": 1117, + "IoU": 0.7741825902335456, + "TN": 513921, + "TP": 9116, + "n_pred": 10233, + "n_ref": 10658 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10458, + "IoU": 0.0, + "TN": 515238, + "TP": 0, + "n_pred": 10458, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 4338, + "IoU": 0.0, + "TN": 521358, + "TP": 0, + "n_pred": 4338, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.06761192070368911, + "FN": 71, + "FP": 14133, + "IoU": 0.034988789999320605, + "TN": 510977, + "TP": 515, + "n_pred": 14648, + "n_ref": 586 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 1108, + "IoU": 0.0, + "TN": 524588, + "TP": 0, + "n_pred": 1108, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 6325, + "FP": 0, + "IoU": 0.0, + "TN": 519371, + "TP": 0, + "n_pred": 0, + "n_ref": 6325 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.22696844957060378, + "FN": 310, + "FP": 58469, + "IoU": 0.12801151198670782, + "TN": 458288, + "TP": 8629, + "n_pred": 67098, + "n_ref": 8939 + }, + "7": { + "Dice": 0.292428757682995, + "FN": 108371, + "FP": 43587, + "IoU": 0.1712542062293097, + "TN": 342337, + "TP": 31401, + "n_pred": 74988, + "n_ref": 139772 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1480, + "IoU": 0.0, + "TN": 348984, + "TP": 0, + "n_pred": 1480, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 4033, + "IoU": 0.0, + "TN": 346431, + "TP": 0, + "n_pred": 4033, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 776, + "IoU": 0.0, + "TN": 349688, + "TP": 0, + "n_pred": 776, + "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_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0, + "FP": 30, + "IoU": 0.0, + "TN": 175202, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2184, + "IoU": 0.0, + "TN": 173048, + "TP": 0, + "n_pred": 2184, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 35343, + "IoU": 0.0, + "TN": 139889, + "TP": 0, + "n_pred": 35343, + "n_ref": 0 + }, + "3": { + "Dice": 0.04022774437290481, + "FN": 35987, + "FP": 87, + "IoU": 0.020526744501764865, + "TN": 138402, + "TP": 756, + "n_pred": 843, + "n_ref": 36743 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 2883, + "IoU": 0.0, + "TN": 172349, + "TP": 0, + "n_pred": 2883, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 702, + "IoU": 0.0, + "TN": 174530, + "TP": 0, + "n_pred": 702, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9087844954708236, + "FN": 238, + "FP": 195, + "IoU": 0.8328185328185328, + "TN": 172642, + "TP": 2157, + "n_pred": 2352, + "n_ref": 2395 + }, + "10": { + "Dice": 0.6822522225880804, + "FN": 3125, + "FP": 735, + "IoU": 0.5177411294352824, + "TN": 167228, + "TP": 4144, + "n_pred": 4879, + "n_ref": 7269 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1346, + "IoU": 0.0, + "TN": 173886, + "TP": 0, + "n_pred": 1346, + "n_ref": 0 + }, + "3": { + "Dice": 0.8830657315676306, + "FN": 9136, + "FP": 2502, + "IoU": 0.7906156669425354, + "TN": 119650, + "TP": 43944, + "n_pred": 46446, + "n_ref": 53080 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 0.0, + "FN": 0, + "FP": 17735, + "IoU": 0.0, + "TN": 157497, + "TP": 0, + "n_pred": 17735, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.0, + "FN": 0, + "FP": 23175, + "IoU": 0.0, + "TN": 152057, + "TP": 0, + "n_pred": 23175, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1399, + "IoU": 0.0, + "TN": 173833, + "TP": 0, + "n_pred": 1399, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 5444, + "IoU": 0.0, + "TN": 169788, + "TP": 0, + "n_pred": 5444, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 64592, + "IoU": 0.0, + "TN": 110640, + "TP": 0, + "n_pred": 64592, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.21328551912568305, + "FN": 4952, + "FP": 4262, + "IoU": 0.11937302876803976, + "TN": 340001, + "TP": 1249, + "n_pred": 5511, + "n_ref": 6201 + }, + "11": { + "Dice": 0.0, + "FN": 256, + "FP": 0, + "IoU": 0.0, + "TN": 350208, + "TP": 0, + "n_pred": 0, + "n_ref": 256 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5377292649563106, + "FN": 11589, + "FP": 4970, + "IoU": 0.3677357770141275, + "TN": 324274, + "TP": 9631, + "n_pred": 14601, + "n_ref": 21220 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9170774638664355, + "FN": 11935, + "FP": 3894, + "IoU": 0.8468541684807323, + "TN": 247105, + "TP": 87530, + "n_pred": 91424, + "n_ref": 99465 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3855, + "IoU": 0.0, + "TN": 346609, + "TP": 0, + "n_pred": 3855, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 13784, + "FP": 0, + "IoU": 0.0, + "TN": 336680, + "TP": 0, + "n_pred": 0, + "n_ref": 13784 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7737732910661913, + "FN": 25265, + "FP": 3352, + "IoU": 0.631019766107508, + "TN": 272907, + "TP": 48940, + "n_pred": 52292, + "n_ref": 74205 + }, + "7": { + "Dice": 0.5109667128011448, + "FN": 19093, + "FP": 1754, + "IoU": 0.3431533177894007, + "TN": 318726, + "TP": 10891, + "n_pred": 12645, + "n_ref": 29984 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.2966150315547906, + "FN": 34, + "FP": 2418, + "IoU": 0.17413270461434827, + "TN": 347495, + "TP": 517, + "n_pred": 2935, + "n_ref": 551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 768, + "IoU": 0.0, + "TN": 524928, + "TP": 0, + "n_pred": 768, + "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": 3173, + "IoU": 0.0, + "TN": 522523, + "TP": 0, + "n_pred": 3173, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.048677138545484284, + "FN": 127911, + "FP": 60, + "IoU": 0.02494571221760829, + "TN": 394451, + "TP": 3274, + "n_pred": 3334, + "n_ref": 131185 + }, + "3": { + "Dice": 0.0001674494930466598, + "FN": 11, + "FP": 119408, + "IoU": 8.373175694345594e-05, + "TN": 406267, + "TP": 10, + "n_pred": 119418, + "n_ref": 21 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 36247, + "FP": 0, + "IoU": 0.0, + "TN": 489449, + "TP": 0, + "n_pred": 0, + "n_ref": 36247 + }, + "6": { + "Dice": 0.9289240997731059, + "FN": 5267, + "FP": 4162, + "IoU": 0.8672813005841368, + "TN": 454651, + "TP": 61616, + "n_pred": 65778, + "n_ref": 66883 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 637, + "IoU": 0.0, + "TN": 525058, + "TP": 0, + "n_pred": 637, + "n_ref": 1 + }, + "8": { + "Dice": 0.824240651357808, + "FN": 2474, + "FP": 4736, + "IoU": 0.7010283629125892, + "TN": 501580, + "TP": 16906, + "n_pred": 21642, + "n_ref": 19380 + }, + "9": { + "Dice": 0.024285714285714285, + "FN": 5399, + "FP": 6895, + "IoU": 0.012292118582791034, + "TN": 513249, + "TP": 153, + "n_pred": 7048, + "n_ref": 5552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.6204556201496482, + "FN": 13104, + "FP": 541, + "IoU": 0.44975401242035645, + "TN": 325666, + "TP": 11153, + "n_pred": 11694, + "n_ref": 24257 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0053146777298733695, + "FN": 35895, + "FP": 788, + "IoU": 0.0026644191294418313, + "TN": 313683, + "TP": 98, + "n_pred": 886, + "n_ref": 35993 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.9531884654828524, + "FN": 1341, + "FP": 4456, + "IoU": 0.9105635867133622, + "TN": 285647, + "TP": 59020, + "n_pred": 63476, + "n_ref": 60361 + }, + "7": { + "Dice": 0.028834504482675067, + "FN": 5697, + "FP": 2319, + "IoU": 0.014628149969268592, + "TN": 342329, + "TP": 119, + "n_pred": 2438, + "n_ref": 5816 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.15824175824175823, + "FN": 0, + "FP": 383, + "IoU": 0.08591885441527446, + "TN": 350045, + "TP": 36, + "n_pred": 419, + "n_ref": 36 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.9578150496214857, + "FN": 1901, + "FP": 1253, + "IoU": 0.9190451745379877, + "TN": 136272, + "TP": 35806, + "n_pred": 37059, + "n_ref": 37707 + }, + "15": { + "Dice": 0.28887641350549365, + "FN": 25075, + "FP": 1526, + "IoU": 0.16882264716910386, + "TN": 143228, + "TP": 5403, + "n_pred": 6929, + "n_ref": 30478 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.860863667194212, + "FN": 2455, + "FP": 622, + "IoU": 0.7557161003493172, + "TN": 162636, + "TP": 9519, + "n_pred": 10141, + "n_ref": 11974 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 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": 1274, + "FP": 0, + "IoU": 0.0, + "TN": 699654, + "TP": 0, + "n_pred": 0, + "n_ref": 1274 + }, + "6": { + "Dice": 0.9209499903456265, + "FN": 541, + "FP": 1506, + "IoU": 0.8534822131558227, + "TN": 686957, + "TP": 11924, + "n_pred": 13430, + "n_ref": 12465 + }, + "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": 48, + "IoU": 0.0, + "TN": 700880, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "9": { + "Dice": 0.9152208956039453, + "FN": 2892, + "FP": 211, + "IoU": 0.8436933306467862, + "TN": 681076, + "TP": 16749, + "n_pred": 16960, + "n_ref": 19641 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9278632548955077, + "FN": 5481, + "FP": 1533, + "IoU": 0.8654336857049671, + "TN": 123109, + "TP": 45109, + "n_pred": 46642, + "n_ref": 50590 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9376124663760319, + "FN": 990, + "FP": 2373, + "IoU": 0.8825522106586575, + "TN": 146598, + "TP": 25271, + "n_pred": 27644, + "n_ref": 26261 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.0017731863387556858, + "FN": 77002, + "FP": 686, + "IoU": 0.0008873799143485474, + "TN": 97475, + "TP": 69, + "n_pred": 755, + "n_ref": 77071 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2194, + "FP": 0, + "IoU": 0.0, + "TN": 173038, + "TP": 0, + "n_pred": 0, + "n_ref": 2194 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 202, + "IoU": 0.0, + "TN": 175030, + "TP": 0, + "n_pred": 202, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7619047619047619, + "FN": 1281, + "FP": 24, + "IoU": 0.6153846153846154, + "TN": 171839, + "TP": 2088, + "n_pred": 2112, + "n_ref": 3369 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.20169423154497781, + "FN": 81, + "FP": 1898, + "IoU": 0.11215791834903545, + "TN": 173003, + "TP": 250, + "n_pred": 2148, + "n_ref": 331 + }, + "7": { + "Dice": 0.13983898066703665, + "FN": 10289, + "FP": 102854, + "IoU": 0.07517573974170345, + "TN": 52892, + "TP": 9197, + "n_pred": 112051, + "n_ref": 19486 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": NaN, + "FN": 5171.712280701754, + "FP": 2551.733333333334, + "IoU": NaN, + "TN": 320339.15087719297, + "TP": 3955.9298245614036, + "n_pred": 6507.663157894737, + "n_ref": 9127.64210526316 + }, + "mean": { + "1": { + "Dice": 0.4267610707350346, + "FN": 1778.1052631578948, + "FP": 5256.210526315789, + "IoU": 0.34013129387545393, + "TN": 320500.84210526315, + "TP": 4483.368421052632, + "n_pred": 9739.578947368422, + "n_ref": 6261.473684210527 + }, + "10": { + "Dice": 0.2832961217313128, + "FN": 5785.105263157895, + "FP": 4570.421052631579, + "IoU": 0.19516908967290192, + "TN": 317525.1052631579, + "TP": 4137.894736842105, + "n_pred": 8708.315789473685, + "n_ref": 9923.0 + }, + "11": { + "Dice": 0.0, + "FN": 264.4736842105263, + "FP": 0.0, + "IoU": 0.0, + "TN": 331754.05263157893, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 264.4736842105263 + }, + "12": { + "Dice": 0.0, + "FN": 334.94736842105266, + "FP": 0.0, + "IoU": 0.0, + "TN": 331683.5789473684, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 334.94736842105266 + }, + "13": { + "Dice": 0.07513805555008642, + "FN": 3122.5789473684213, + "FP": 853.4736842105264, + "IoU": 0.04535525324488412, + "TN": 327513.2631578947, + "TP": 529.2105263157895, + "n_pred": 1382.6842105263158, + "n_ref": 3651.7894736842104 + }, + "14": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 332018.5263157895, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "15": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 332018.5263157895, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.2560208781510606, + "FN": 9115.368421052632, + "FP": 608.2631578947369, + "IoU": 0.19594786472751563, + "TN": 318487.36842105264, + "TP": 3807.5263157894738, + "n_pred": 4415.789473684211, + "n_ref": 12922.894736842105 + }, + "3": { + "Dice": 0.4062967543669096, + "FN": 14314.473684210527, + "FP": 5469.9473684210525, + "IoU": 0.3621298525533036, + "TN": 295974.8947368421, + "TP": 16259.21052631579, + "n_pred": 21729.157894736843, + "n_ref": 30573.684210526317 + }, + "4": { + "Dice": 0.0, + "FN": 685.2105263157895, + "FP": 0.0, + "IoU": 0.0, + "TN": 331333.3157894737, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 685.2105263157895 + }, + "5": { + "Dice": 0.0, + "FN": 24.05263157894737, + "FP": 176.94736842105263, + "IoU": 0.0, + "TN": 331817.5263157895, + "TP": 0.0, + "n_pred": 176.94736842105263, + "n_ref": 24.05263157894737 + }, + "6": { + "Dice": 0.4409481250717337, + "FN": 16095.842105263158, + "FP": 17543.157894736843, + "IoU": 0.35999608863344157, + "TN": 282495.94736842107, + "TP": 15883.578947368422, + "n_pred": 33426.73684210526, + "n_ref": 31979.42105263158 + }, + "7": { + "Dice": 0.24445528375528894, + "FN": 22732.63157894737, + "FP": 2285.7894736842104, + "IoU": 0.1642000329426882, + "TN": 296978.36842105264, + "TP": 10021.736842105263, + "n_pred": 12307.526315789473, + "n_ref": 32754.36842105263 + }, + "8": { + "Dice": 0.4335320711665677, + "FN": 573.4736842105264, + "FP": 598.421052631579, + "IoU": 0.354850199300976, + "TN": 328504.2631578947, + "TP": 2342.3684210526317, + "n_pred": 2940.7894736842104, + "n_ref": 2915.842105263158 + }, + "9": { + "Dice": 0.3290849759190247, + "FN": 2749.4210526315787, + "FP": 913.3684210526316, + "IoU": 0.2444221450137879, + "TN": 326481.6842105263, + "TP": 1874.0526315789473, + "n_pred": 2787.4210526315787, + "n_ref": 4623.473684210527 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.024079343964167242, + "FN": 526, + "FP": 57431, + "IoU": 0.01218639214616853, + "TN": 642256, + "TP": 715, + "n_pred": 58146, + "n_ref": 1241 + }, + "10": { + "Dice": 0.1266014134008541, + "FN": 11370, + "FP": 11741, + "IoU": 0.06757847171790526, + "TN": 676142, + "TP": 1675, + "n_pred": 13416, + "n_ref": 13045 + }, + "11": { + "Dice": 0.0, + "FN": 2424, + "FP": 0, + "IoU": 0.0, + "TN": 698504, + "TP": 0, + "n_pred": 0, + "n_ref": 2424 + }, + "12": { + "Dice": 0.0, + "FN": 240, + "FP": 0, + "IoU": 0.0, + "TN": 700688, + "TP": 0, + "n_pred": 0, + "n_ref": 240 + }, + "13": { + "Dice": 0.0, + "FN": 12813, + "FP": 1309, + "IoU": 0.0, + "TN": 686806, + "TP": 0, + "n_pred": 1309, + "n_ref": 12813 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.006349206349206349, + "FN": 9496, + "FP": 5528, + "IoU": 0.0031847133757961785, + "TN": 685856, + "TP": 48, + "n_pred": 5576, + "n_ref": 9544 + }, + "3": { + "Dice": 0.1046611178014842, + "FN": 241681, + "FP": 10356, + "IoU": 0.055220266298806456, + "TN": 434160, + "TP": 14731, + "n_pred": 25087, + "n_ref": 256412 + }, + "4": { + "Dice": 0.0, + "FN": 6855, + "FP": 0, + "IoU": 0.0, + "TN": 694073, + "TP": 0, + "n_pred": 0, + "n_ref": 6855 + }, + "5": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 700920, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "6": { + "Dice": 0.012487133814492717, + "FN": 28123, + "FP": 132098, + "IoU": 0.006282793951647915, + "TN": 539694, + "TP": 1013, + "n_pred": 133111, + "n_ref": 29136 + }, + "7": { + "Dice": 0.17474260393587907, + "FN": 42476, + "FP": 20846, + "IoU": 0.09573586953417303, + "TN": 630902, + "TP": 6704, + "n_pred": 27550, + "n_ref": 49180 + }, + "8": { + "Dice": 0.2921739130434783, + "FN": 0, + "FP": 407, + "IoU": 0.1710794297352342, + "TN": 700437, + "TP": 84, + "n_pred": 491, + "n_ref": 84 + }, + "9": { + "Dice": 0.06707990150292945, + "FN": 8178, + "FP": 2809, + "IoU": 0.034703918467756105, + "TN": 689546, + "TP": 395, + "n_pred": 3204, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.1497689589562381, + "FN": 1915, + "FP": 10597, + "IoU": 0.08094608491258998, + "TN": 161618, + "TP": 1102, + "n_pred": 11699, + "n_ref": 3017 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 8617, + "FP": 1498, + "IoU": 0.0, + "TN": 165117, + "TP": 0, + "n_pred": 1498, + "n_ref": 8617 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5754285746414254, + "FN": 58498, + "FP": 17015, + "IoU": 0.4039310099853968, + "TN": 48547, + "TP": 51172, + "n_pred": 68187, + "n_ref": 109670 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2853, + "IoU": 0.0, + "TN": 172379, + "TP": 0, + "n_pred": 2853, + "n_ref": 0 + }, + "8": { + "Dice": 0.7936507936507936, + "FN": 22, + "FP": 4, + "IoU": 0.6578947368421053, + "TN": 175156, + "TP": 50, + "n_pred": 54, + "n_ref": 72 + }, + "9": { + "Dice": 0.0, + "FN": 5188, + "FP": 37, + "IoU": 0.0, + "TN": 170007, + "TP": 0, + "n_pred": 37, + "n_ref": 5188 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3593473862151986, + "FN": 6142, + "FP": 18871, + "IoU": 0.21902710128637443, + "TN": 318436, + "TP": 7015, + "n_pred": 25886, + "n_ref": 13157 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 5055, + "IoU": 0.0, + "TN": 345409, + "TP": 0, + "n_pred": 5055, + "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": 105145, + "IoU": 0.0, + "TN": 245319, + "TP": 0, + "n_pred": 105145, + "n_ref": 0 + }, + "7": { + "Dice": 0.28093865975573024, + "FN": 126521, + "FP": 0, + "IoU": 0.16342561674722456, + "TN": 199227, + "TP": 24716, + "n_pred": 24716, + "n_ref": 151237 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6296900489396411, + "FN": 157, + "FP": 297, + "IoU": 0.4595238095238095, + "TN": 174392, + "TP": 386, + "n_pred": 683, + "n_ref": 543 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3754, + "IoU": 0.0, + "TN": 171478, + "TP": 0, + "n_pred": 3754, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 634, + "FP": 0, + "IoU": 0.0, + "TN": 174598, + "TP": 0, + "n_pred": 0, + "n_ref": 634 + }, + "12": { + "Dice": 0.0, + "FN": 379, + "FP": 0, + "IoU": 0.0, + "TN": 174853, + "TP": 0, + "n_pred": 0, + "n_ref": 379 + }, + "13": { + "Dice": 0.0, + "FN": 210, + "FP": 0, + "IoU": 0.0, + "TN": 175022, + "TP": 0, + "n_pred": 0, + "n_ref": 210 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9166666666666666, + "FN": 14, + "FP": 32, + "IoU": 0.8461538461538461, + "TN": 174933, + "TP": 253, + "n_pred": 285, + "n_ref": 267 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 215, + "FP": 3362, + "IoU": 0.0, + "TN": 171655, + "TP": 0, + "n_pred": 3362, + "n_ref": 215 + }, + "6": { + "Dice": 0.20662561053302186, + "FN": 6148, + "FP": 1324, + "IoU": 0.11521610420367082, + "TN": 166787, + "TP": 973, + "n_pred": 2297, + "n_ref": 7121 + }, + "7": { + "Dice": 0.0, + "FN": 5434, + "FP": 0, + "IoU": 0.0, + "TN": 169798, + "TP": 0, + "n_pred": 0, + "n_ref": 5434 + }, + "8": { + "Dice": 0.9156531197468605, + "FN": 4599, + "FP": 1372, + "IoU": 0.8444282327193142, + "TN": 136851, + "TP": 32410, + "n_pred": 33782, + "n_ref": 37009 + }, + "9": { + "Dice": 0.0893830390233268, + "FN": 6365, + "FP": 1989, + "IoU": 0.04678229119123688, + "TN": 166468, + "TP": 410, + "n_pred": 2399, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8142021383901553, + "FN": 1550, + "FP": 8581, + "IoU": 0.6866281047975502, + "TN": 318135, + "TP": 22198, + "n_pred": 30779, + "n_ref": 23748 + }, + "10": { + "Dice": 0.28501774014496856, + "FN": 30226, + "FP": 2621, + "IoU": 0.16619282124181348, + "TN": 311070, + "TP": 6547, + "n_pred": 9168, + "n_ref": 36773 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2062, + "FP": 0, + "IoU": 0.0, + "TN": 348402, + "TP": 0, + "n_pred": 0, + "n_ref": 2062 + }, + "13": { + "Dice": 0.0, + "FN": 123, + "FP": 0, + "IoU": 0.0, + "TN": 350341, + "TP": 0, + "n_pred": 0, + "n_ref": 123 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 2187, + "IoU": 0.0, + "TN": 348277, + "TP": 0, + "n_pred": 2187, + "n_ref": 0 + }, + "3": { + "Dice": 0.9256520999106421, + "FN": 7033, + "FP": 6945, + "IoU": 0.8615943679264899, + "TN": 249471, + "TP": 87015, + "n_pred": 93960, + "n_ref": 94048 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.01931527433700199, + "FN": 116230, + "FP": 4507, + "IoU": 0.009751816675688533, + "TN": 228538, + "TP": 1189, + "n_pred": 5696, + "n_ref": 117419 + }, + "7": { + "Dice": 0.0, + "FN": 6726, + "FP": 991, + "IoU": 0.0, + "TN": 342747, + "TP": 0, + "n_pred": 991, + "n_ref": 6726 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.0, + "FN": 96, + "FP": 0, + "IoU": 0.0, + "TN": 350368, + "TP": 0, + "n_pred": 0, + "n_ref": 96 + }, + "6": { + "Dice": 0.8993878782653677, + "FN": 770, + "FP": 397, + "IoU": 0.8171706094313019, + "TN": 344081, + "TP": 5216, + "n_pred": 5613, + "n_ref": 5986 + }, + "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": 184, + "IoU": 0.0, + "TN": 350280, + "TP": 0, + "n_pred": 184, + "n_ref": 0 + }, + "9": { + "Dice": 0.7470056580204276, + "FN": 4873, + "FP": 2013, + "IoU": 0.5961764015951208, + "TN": 333412, + "TP": 10166, + "n_pred": 12179, + "n_ref": 15039 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.3586300440827399, + "FN": 18266, + "FP": 648, + "IoU": 0.21849433931080076, + "TN": 151030, + "TP": 5288, + "n_pred": 5936, + "n_ref": 23554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.05099150141643059, + "FN": 7761, + "FP": 1954, + "IoU": 0.02616279069767442, + "TN": 165256, + "TP": 261, + "n_pred": 2215, + "n_ref": 8022 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9062112508964657, + "FN": 11519, + "FP": 2474, + "IoU": 0.8285066486917091, + "TN": 93637, + "TP": 67602, + "n_pred": 70076, + "n_ref": 79121 + }, + "7": { + "Dice": 0.20802196126277261, + "FN": 6044, + "FP": 4342, + "IoU": 0.11608510638297873, + "TN": 163482, + "TP": 1364, + "n_pred": 5706, + "n_ref": 7408 + }, + "8": { + "Dice": 0.3955108359133127, + "FN": 1515, + "FP": 3171, + "IoU": 0.24650265315967199, + "TN": 169013, + "TP": 1533, + "n_pred": 4704, + "n_ref": 3048 + }, + "9": { + "Dice": 0.27033813190492134, + "FN": 6080, + "FP": 2638, + "IoU": 0.15629536436659247, + "TN": 164899, + "TP": 1615, + "n_pred": 4253, + "n_ref": 7695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6817398589149205, + "FN": 24500, + "FP": 8931, + "IoU": 0.5171512341667027, + "TN": 281227, + "TP": 35806, + "n_pred": 44737, + "n_ref": 60306 + }, + "10": { + "Dice": 0.335524920466596, + "FN": 2576, + "FP": 6823, + "IoU": 0.20158002038735984, + "TN": 338692, + "TP": 2373, + "n_pred": 9196, + "n_ref": 4949 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1205, + "FP": 0, + "IoU": 0.0, + "TN": 349259, + "TP": 0, + "n_pred": 0, + "n_ref": 1205 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 85, + "IoU": 0.0, + "TN": 350379, + "TP": 0, + "n_pred": 85, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 1403, + "IoU": 0.0, + "TN": 349061, + "TP": 0, + "n_pred": 1403, + "n_ref": 0 + }, + "3": { + "Dice": 0.888661925137654, + "FN": 17293, + "FP": 9742, + "IoU": 0.7996323938129507, + "TN": 215537, + "TP": 107892, + "n_pred": 117634, + "n_ref": 125185 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 45476, + "IoU": 0.0, + "TN": 304988, + "TP": 0, + "n_pred": 45476, + "n_ref": 0 + }, + "7": { + "Dice": 0.03884068871041393, + "FN": 35603, + "FP": 180, + "IoU": 0.019804963567632717, + "TN": 313958, + "TP": 723, + "n_pred": 903, + "n_ref": 36326 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2573, + "IoU": 0.0, + "TN": 523123, + "TP": 0, + "n_pred": 2573, + "n_ref": 0 + }, + "10": { + "Dice": 0.6810743123623645, + "FN": 22689, + "FP": 6855, + "IoU": 0.5163856605009003, + "TN": 464606, + "TP": 31546, + "n_pred": 38401, + "n_ref": 54235 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.286090705844778, + "FN": 12465, + "FP": 5417, + "IoU": 0.1669228977405078, + "TN": 504231, + "TP": 3583, + "n_pred": 9000, + "n_ref": 16048 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7582020578548267, + "FN": 35991, + "FP": 1891, + "IoU": 0.6105679773837059, + "TN": 428421, + "TP": 59393, + "n_pred": 61284, + "n_ref": 95384 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 27054, + "IoU": 0.0, + "TN": 498642, + "TP": 0, + "n_pred": 27054, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 5680, + "FP": 0, + "IoU": 0.0, + "TN": 520016, + "TP": 0, + "n_pred": 0, + "n_ref": 5680 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8844579286953987, + "FN": 8410, + "FP": 9032, + "IoU": 0.7928503562945368, + "TN": 441496, + "TP": 66758, + "n_pred": 75790, + "n_ref": 75168 + }, + "7": { + "Dice": 0.7391005737669734, + "FN": 71337, + "FP": 1599, + "IoU": 0.5861693315025589, + "TN": 349450, + "TP": 103310, + "n_pred": 104909, + "n_ref": 174647 + }, + "8": { + "Dice": 0.573134328358209, + "FN": 4274, + "FP": 2161, + "IoU": 0.401673640167364, + "TN": 514941, + "TP": 4320, + "n_pred": 6481, + "n_ref": 8594 + }, + "9": { + "Dice": 0.6704016114818079, + "FN": 4421, + "FP": 6051, + "IoU": 0.5042136161348357, + "TN": 504574, + "TP": 10650, + "n_pred": 16701, + "n_ref": 15071 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.4379124175164967, + "FN": 2884, + "FP": 2738, + "IoU": 0.2803379416282642, + "TN": 167420, + "TP": 2190, + "n_pred": 4928, + "n_ref": 5074 + }, + "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": 3653, + "IoU": 0.0, + "TN": 171579, + "TP": 0, + "n_pred": 3653, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.1078984485190409, + "FN": 10630, + "FP": 32380, + "IoU": 0.05702571748043235, + "TN": 304853, + "TP": 2601, + "n_pred": 34981, + "n_ref": 13231 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1751, + "FP": 0, + "IoU": 0.0, + "TN": 348713, + "TP": 0, + "n_pred": 0, + "n_ref": 1751 + }, + "13": { + "Dice": 0.002742409402546523, + "FN": 3839, + "FP": 1252, + "IoU": 0.0013730874852883484, + "TN": 345366, + "TP": 7, + "n_pred": 1259, + "n_ref": 3846 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 390, + "IoU": 0.0, + "TN": 350074, + "TP": 0, + "n_pred": 390, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 12, + "FP": 2, + "IoU": 0.0, + "TN": 350450, + "TP": 0, + "n_pred": 2, + "n_ref": 12 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 138, + "FP": 0, + "IoU": 0.0, + "TN": 350326, + "TP": 0, + "n_pred": 0, + "n_ref": 138 + }, + "6": { + "Dice": 0.664272691504159, + "FN": 58556, + "FP": 2027, + "IoU": 0.4973116049054913, + "TN": 229946, + "TP": 59935, + "n_pred": 61962, + "n_ref": 118491 + }, + "7": { + "Dice": 0.6313022633124689, + "FN": 46345, + "FP": 6256, + "IoU": 0.4612430096073089, + "TN": 252830, + "TP": 45033, + "n_pred": 51289, + "n_ref": 91378 + }, + "8": { + "Dice": 0.9316656497864552, + "FN": 486, + "FP": 410, + "IoU": 0.8720731010850943, + "TN": 343460, + "TP": 6108, + "n_pred": 6518, + "n_ref": 6594 + }, + "9": { + "Dice": 0.04165549298292661, + "FN": 9780, + "FP": 941, + "IoU": 0.021270768668979367, + "TN": 339510, + "TP": 233, + "n_pred": 1174, + "n_ref": 10013 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9050297894561941, + "FN": 909, + "FP": 3092, + "IoU": 0.8265337090830263, + "TN": 327399, + "TP": 19064, + "n_pred": 22156, + "n_ref": 19973 + }, + "10": { + "Dice": 0.6046598183712967, + "FN": 6561, + "FP": 4061, + "IoU": 0.43334222459322486, + "TN": 331719, + "TP": 8123, + "n_pred": 12184, + "n_ref": 14684 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 652, + "FP": 0, + "IoU": 0.0, + "TN": 349812, + "TP": 0, + "n_pred": 0, + "n_ref": 652 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 461, + "IoU": 0.0, + "TN": 350003, + "TP": 0, + "n_pred": 461, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9449669641888381, + "FN": 2972, + "FP": 6665, + "IoU": 0.8956752368064953, + "TN": 258089, + "TP": 82738, + "n_pred": 89403, + "n_ref": 85710 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 1150, + "IoU": 0.0, + "TN": 349314, + "TP": 0, + "n_pred": 1150, + "n_ref": 0 + }, + "7": { + "Dice": 0.26024955436720143, + "FN": 0, + "FP": 3320, + "IoU": 0.14959016393442623, + "TN": 346560, + "TP": 584, + "n_pred": 3904, + "n_ref": 584 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 59, + "IoU": 0.0, + "TN": 175173, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.04327043604699748, + "FN": 114363, + "FP": 125, + "IoU": 0.022113651699309, + "TN": 58155, + "TP": 2589, + "n_pred": 2714, + "n_ref": 116952 + }, + "3": { + "Dice": 0.0, + "FN": 2, + "FP": 23686, + "IoU": 0.0, + "TN": 151544, + "TP": 0, + "n_pred": 23686, + "n_ref": 2 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 350365, + "TP": 0, + "n_pred": 99, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.4742168155883303, + "FN": 9763, + "FP": 5, + "IoU": 0.31080222959147674, + "TN": 336291, + "TP": 4405, + "n_pred": 4410, + "n_ref": 14168 + }, + "3": { + "Dice": 0.6886555243307203, + "FN": 2968, + "FP": 11767, + "IoU": 0.525152267087751, + "TN": 319433, + "TP": 16296, + "n_pred": 28063, + "n_ref": 19264 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 92, + "IoU": 0.0, + "TN": 525604, + "TP": 0, + "n_pred": 92, + "n_ref": 0 + }, + "10": { + "Dice": 0.750377804471655, + "FN": 5684, + "FP": 7200, + "IoU": 0.6004837359297963, + "TN": 493447, + "TP": 19365, + "n_pred": 26565, + "n_ref": 25049 + }, + "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": 0.411555938837109, + "FN": 13501, + "FP": 4240, + "IoU": 0.25909375652537064, + "TN": 501751, + "TP": 6204, + "n_pred": 10444, + "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": 0.766128509369124, + "FN": 3579, + "FP": 28, + "IoU": 0.6209143457698371, + "TN": 516181, + "TP": 5908, + "n_pred": 5936, + "n_ref": 9487 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2625, + "IoU": 0.0, + "TN": 523071, + "TP": 0, + "n_pred": 2625, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 484, + "FP": 0, + "IoU": 0.0, + "TN": 525212, + "TP": 0, + "n_pred": 0, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.793720027953828, + "FN": 8121, + "FP": 8999, + "IoU": 0.657989891523663, + "TN": 475639, + "TP": 32937, + "n_pred": 41936, + "n_ref": 41058 + }, + "7": { + "Dice": 0.12508747878938942, + "FN": 90293, + "FP": 970, + "IoU": 0.06671643469990898, + "TN": 427909, + "TP": 6524, + "n_pred": 7494, + "n_ref": 96817 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 525688, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "9": { + "Dice": 0.746815972435858, + "FN": 7354, + "FP": 876, + "IoU": 0.5959347996857817, + "TN": 505328, + "TP": 12138, + "n_pred": 13014, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.7734549628466139, + "FN": 6562, + "FP": 938, + "IoU": 0.6305964635768113, + "TN": 505393, + "TP": 12803, + "n_pred": 13741, + "n_ref": 19365 + }, + "7": { + "Dice": 0.4751796211626388, + "FN": 1141, + "FP": 2073, + "IoU": 0.3116298993360463, + "TN": 521027, + "TP": 1455, + "n_pred": 3528, + "n_ref": 2596 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.25120167973857765, + "FN": 5102.556666666667, + "FP": 3753.7633333333333, + "IoU": 0.19906513473715068, + "TN": 353488.1133333333, + "TP": 5642.7666666666655, + "n_pred": 9396.529999999999, + "n_ref": 10745.323333333334 + }, + "mean": { + "1": { + "Dice": 0.3779413806670121, + "FN": 957.95, + "FP": 1721.85, + "IoU": 0.3171873143835956, + "TN": 359335.6, + "TP": 5971.8, + "n_pred": 7693.65, + "n_ref": 6929.75 + }, + "10": { + "Dice": 0.5238818037317687, + "FN": 1919.7, + "FP": 4489.65, + "IoU": 0.4188410136447128, + "TN": 354371.7, + "TP": 7206.15, + "n_pred": 11695.8, + "n_ref": 9125.85 + }, + "11": { + "Dice": 0.0, + "FN": 85.4, + "FP": 0.0, + "IoU": 0.0, + "TN": 367901.8, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 85.4 + }, + "12": { + "Dice": 0.0, + "FN": 278.7, + "FP": 0.0, + "IoU": 0.0, + "TN": 367708.5, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 278.7 + }, + "13": { + "Dice": 0.1748680396119963, + "FN": 4150.95, + "FP": 793.9, + "IoU": 0.10990686222746986, + "TN": 362302.85, + "TP": 739.5, + "n_pred": 1533.4, + "n_ref": 4890.45 + }, + "14": { + "Dice": 0.16544101052541546, + "FN": 9473.85, + "FP": 2392.95, + "IoU": 0.12852891574863287, + "TN": 353236.6, + "TP": 2883.8, + "n_pred": 5276.75, + "n_ref": 12357.65 + }, + "15": { + "Dice": 0.01345604569977785, + "FN": 904.1, + "FP": 310.2, + "IoU": 0.006962233169129721, + "TN": 366741.1, + "TP": 31.8, + "n_pred": 342.0, + "n_ref": 935.9 + }, + "2": { + "Dice": 0.42766326925569603, + "FN": 8541.2, + "FP": 1183.25, + "IoU": 0.36566828795702294, + "TN": 346567.85, + "TP": 11694.9, + "n_pred": 12878.15, + "n_ref": 20236.1 + }, + "3": { + "Dice": 0.21389514267993023, + "FN": 1723.8, + "FP": 4524.05, + "IoU": 0.17715435153697368, + "TN": 354669.1, + "TP": 7070.25, + "n_pred": 11594.3, + "n_ref": 8794.05 + }, + "4": { + "Dice": 0.0, + "FN": 4163.0, + "FP": 0.0, + "IoU": 0.0, + "TN": 363824.2, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4163.0 + }, + "5": { + "Dice": 0.13997711066114976, + "FN": 307.55, + "FP": 105.5, + "IoU": 0.0813798751151602, + "TN": 367494.65, + "TP": 79.5, + "n_pred": 185.0, + "n_ref": 387.05 + }, + "6": { + "Dice": 0.4043809780038514, + "FN": 32170.65, + "FP": 23528.85, + "IoU": 0.325589681056929, + "TN": 284064.1, + "TP": 28223.6, + "n_pred": 51752.45, + "n_ref": 60394.25 + }, + "7": { + "Dice": 0.26804787656324436, + "FN": 8695.8, + "FP": 16105.85, + "IoU": 0.20280930298143035, + "TN": 326807.4, + "TP": 16378.15, + "n_pred": 32484.0, + "n_ref": 25073.95 + }, + "8": { + "Dice": 0.606211496314803, + "FN": 2024.35, + "FP": 261.2, + "IoU": 0.5055242998825377, + "TN": 363000.25, + "TP": 2701.4, + "n_pred": 2962.6, + "n_ref": 4725.75 + }, + "9": { + "Dice": 0.4522610423640195, + "FN": 1141.35, + "FP": 889.2, + "IoU": 0.34642488335366534, + "TN": 364296.0, + "TP": 1660.65, + "n_pred": 2549.85, + "n_ref": 2802.0 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.41354071363220496, + "FN": 496, + "FP": 145, + "IoU": 0.2606689734717416, + "TN": 349597, + "TP": 226, + "n_pred": 371, + "n_ref": 722 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 551, + "IoU": 0.0, + "TN": 349913, + "TP": 0, + "n_pred": 551, + "n_ref": 0 + }, + "14": { + "Dice": 0.5094229018297017, + "FN": 5681, + "FP": 33652, + "IoU": 0.34176219563216464, + "TN": 290709, + "TP": 20422, + "n_pred": 54074, + "n_ref": 26103 + }, + "15": { + "Dice": 0.06728022849888925, + "FN": 17085, + "FP": 549, + "IoU": 0.034811165845648605, + "TN": 332194, + "TP": 636, + "n_pred": 1185, + "n_ref": 17721 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1709, + "IoU": 0.0, + "TN": 348755, + "TP": 0, + "n_pred": 1709, + "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": 168, + "FP": 1111, + "IoU": 0.0, + "TN": 349185, + "TP": 0, + "n_pred": 1111, + "n_ref": 168 + }, + "7": { + "Dice": 0.6691666282057199, + "FN": 85974, + "FP": 44, + "IoU": 0.5028177399124911, + "TN": 177453, + "TP": 86993, + "n_pred": 87037, + "n_ref": 172967 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 7, + "IoU": 0.0, + "TN": 175225, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 282, + "IoU": 0.0, + "TN": 174950, + "TP": 0, + "n_pred": 282, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.48185053380782916, + "FN": 47, + "FP": 1409, + "IoU": 0.3173933427097984, + "TN": 173099, + "TP": 677, + "n_pred": 2086, + "n_ref": 724 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1455, + "IoU": 0.0, + "TN": 173777, + "TP": 0, + "n_pred": 1455, + "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": 2650, + "IoU": 0.0, + "TN": 172582, + "TP": 0, + "n_pred": 2650, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.7106779896978979, + "FN": 2706, + "FP": 7685, + "IoU": 0.5512028678788926, + "TN": 327311, + "TP": 12762, + "n_pred": 20447, + "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": 0.6104204497834893, + "FN": 1128, + "FP": 1661, + "IoU": 0.4392842782468838, + "TN": 345490, + "TP": 2185, + "n_pred": 3846, + "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": 0.9590255835286923, + "FN": 511, + "FP": 293, + "IoU": 0.92127680407324, + "TN": 340251, + "TP": 9409, + "n_pred": 9702, + "n_ref": 9920 + }, + "7": { + "Dice": 0.9270096448047986, + "FN": 15135, + "FP": 538, + "IoU": 0.8639496527777778, + "TN": 235264, + "TP": 99527, + "n_pred": 100065, + "n_ref": 114662 + }, + "8": { + "Dice": 0.6933333333333334, + "FN": 45, + "FP": 1, + "IoU": 0.5306122448979592, + "TN": 350366, + "TP": 52, + "n_pred": 53, + "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_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8873238854174851, + "FN": 17678, + "FP": 9569, + "IoU": 0.7974682603395474, + "TN": 40700, + "TP": 107285, + "n_pred": 116854, + "n_ref": 124963 + }, + "10": { + "Dice": 0.016017473607571896, + "FN": 700, + "FP": 2003, + "IoU": 0.008073394495412844, + "TN": 172507, + "TP": 22, + "n_pred": 2025, + "n_ref": 722 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 5501, + "IoU": 0.0, + "TN": 169731, + "TP": 0, + "n_pred": 5501, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 18463, + "IoU": 0.0, + "TN": 156769, + "TP": 0, + "n_pred": 18463, + "n_ref": 0 + }, + "7": { + "Dice": 0.49760394322486423, + "FN": 21984, + "FP": 32, + "IoU": 0.3312069017892403, + "TN": 142313, + "TP": 10903, + "n_pred": 10935, + "n_ref": 32887 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8503291516581791, + "FN": 171, + "FP": 2239, + "IoU": 0.739628349178911, + "TN": 341208, + "TP": 6846, + "n_pred": 9085, + "n_ref": 7017 + }, + "10": { + "Dice": 0.6958055170676407, + "FN": 920, + "FP": 1495, + "IoU": 0.5335136179254395, + "TN": 345287, + "TP": 2762, + "n_pred": 4257, + "n_ref": 3682 + }, + "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": 0.41310251188051594, + "FN": 693, + "FP": 6223, + "IoU": 0.26032085561497326, + "TN": 341114, + "TP": 2434, + "n_pred": 8657, + "n_ref": 3127 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1869, + "IoU": 0.0, + "TN": 348595, + "TP": 0, + "n_pred": 1869, + "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": 2025, + "IoU": 0.0, + "TN": 348439, + "TP": 0, + "n_pred": 2025, + "n_ref": 0 + }, + "3": { + "Dice": 0.8520358071036673, + "FN": 6072, + "FP": 4176, + "IoU": 0.7422146199124616, + "TN": 310710, + "TP": 29506, + "n_pred": 33682, + "n_ref": 35578 + }, + "4": { + "Dice": 0.0, + "FN": 29707, + "FP": 0, + "IoU": 0.0, + "TN": 320757, + "TP": 0, + "n_pred": 0, + "n_ref": 29707 + }, + "5": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 350382, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "6": { + "Dice": 0.8264347826086956, + "FN": 4699, + "FP": 1289, + "IoU": 0.7042086544161233, + "TN": 330220, + "TP": 14256, + "n_pred": 15545, + "n_ref": 18955 + }, + "7": { + "Dice": 0.08171994232295902, + "FN": 11221, + "FP": 102137, + "IoU": 0.04260063174608537, + "TN": 232062, + "TP": 5044, + "n_pred": 107181, + "n_ref": 16265 + }, + "8": { + "Dice": 0.9017912291537986, + "FN": 2517, + "FP": 27, + "IoU": 0.8211473565804275, + "TN": 336240, + "TP": 11680, + "n_pred": 11707, + "n_ref": 14197 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1195, + "IoU": 0.0, + "TN": 874965, + "TP": 0, + "n_pred": 1195, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 4583, + "FP": 25587, + "IoU": 0.0, + "TN": 845990, + "TP": 0, + "n_pred": 25587, + "n_ref": 4583 + }, + "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": 0.020664292802521744, + "FN": 15644, + "FP": 1133, + "IoU": 0.010440014155951399, + "TN": 859206, + "TP": 177, + "n_pred": 1310, + "n_ref": 15821 + }, + "14": { + "Dice": 0.0, + "FN": 184, + "FP": 0, + "IoU": 0.0, + "TN": 875976, + "TP": 0, + "n_pred": 0, + "n_ref": 184 + }, + "15": { + "Dice": 0.0, + "FN": 750, + "FP": 0, + "IoU": 0.0, + "TN": 875410, + "TP": 0, + "n_pred": 0, + "n_ref": 750 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1015, + "IoU": 0.0, + "TN": 875145, + "TP": 0, + "n_pred": 1015, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10409, + "IoU": 0.0, + "TN": 865751, + "TP": 0, + "n_pred": 10409, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 22319, + "FP": 0, + "IoU": 0.0, + "TN": 853841, + "TP": 0, + "n_pred": 0, + "n_ref": 22319 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3176019040675858, + "FN": 15710, + "FP": 207065, + "IoU": 0.18877928169049987, + "TN": 601543, + "TP": 51842, + "n_pred": 258907, + "n_ref": 67552 + }, + "7": { + "Dice": 0.7396047853358696, + "FN": 6915, + "FP": 59341, + "IoU": 0.5868038665419395, + "TN": 715810, + "TP": 94094, + "n_pred": 153435, + "n_ref": 101009 + }, + "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_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2371, + "IoU": 0.0, + "TN": 873789, + "TP": 0, + "n_pred": 2371, + "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": 555, + "FP": 0, + "IoU": 0.0, + "TN": 875605, + "TP": 0, + "n_pred": 0, + "n_ref": 555 + }, + "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": 0.1767972027972028, + "FN": 117472, + "FP": 246, + "IoU": 0.09697067329451745, + "TN": 745801, + "TP": 12641, + "n_pred": 12887, + "n_ref": 130113 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 23608, + "IoU": 0.0, + "TN": 852552, + "TP": 0, + "n_pred": 23608, + "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": 0.5660086408532774, + "FN": 314642, + "FP": 3386, + "IoU": 0.39470854356477664, + "TN": 350747, + "TP": 207385, + "n_pred": 210771, + "n_ref": 522027 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 44810, + "IoU": 0.0, + "TN": 831350, + "TP": 0, + "n_pred": 44810, + "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_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1463, + "IoU": 0.0, + "TN": 173769, + "TP": 0, + "n_pred": 1463, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.81408232170369, + "FN": 8643, + "FP": 8372, + "IoU": 0.6864576998912784, + "TN": 120965, + "TP": 37252, + "n_pred": 45624, + "n_ref": 45895 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4987, + "IoU": 0.0, + "TN": 170245, + "TP": 0, + "n_pred": 4987, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1315, + "IoU": 0.0, + "TN": 173917, + "TP": 0, + "n_pred": 1315, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3741, + "IoU": 0.0, + "TN": 171491, + "TP": 0, + "n_pred": 3741, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 4981, + "IoU": 0.0, + "TN": 170251, + "TP": 0, + "n_pred": 4981, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 11085, + "IoU": 0.0, + "TN": 164147, + "TP": 0, + "n_pred": 11085, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 33, + "IoU": 0.0, + "TN": 175199, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 18550, + "IoU": 0.0, + "TN": 156682, + "TP": 0, + "n_pred": 18550, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.7003473680192388, + "FN": 2817, + "FP": 12883, + "IoU": 0.5388727347490234, + "TN": 491649, + "TP": 18347, + "n_pred": 31230, + "n_ref": 21164 + }, + "11": { + "Dice": 0.0, + "FN": 216, + "FP": 0, + "IoU": 0.0, + "TN": 525480, + "TP": 0, + "n_pred": 0, + "n_ref": 216 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.19064559162388325, + "FN": 19483, + "FP": 538, + "IoU": 0.10536663836632558, + "TN": 503317, + "TP": 2358, + "n_pred": 2896, + "n_ref": 21841 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8448834696712456, + "FN": 998, + "FP": 7, + "IoU": 0.7314270443613041, + "TN": 521954, + "TP": 2737, + "n_pred": 2744, + "n_ref": 3735 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 203, + "IoU": 0.0, + "TN": 525493, + "TP": 0, + "n_pred": 203, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 20679, + "FP": 0, + "IoU": 0.0, + "TN": 505017, + "TP": 0, + "n_pred": 0, + "n_ref": 20679 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2235580914428897, + "FN": 204192, + "FP": 1562, + "IoU": 0.12584599044078598, + "TN": 290321, + "TP": 29621, + "n_pred": 31183, + "n_ref": 233813 + }, + "7": { + "Dice": 0.03395231725548824, + "FN": 105, + "FP": 49005, + "IoU": 0.017269325435735297, + "TN": 475723, + "TP": 863, + "n_pred": 49868, + "n_ref": 968 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.41284017187631644, + "FN": 6454, + "FP": 515, + "IoU": 0.2601125384860389, + "TN": 516277, + "TP": 2450, + "n_pred": 2965, + "n_ref": 8904 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": 0.7798849261574892, + "FN": 2993, + "FP": 7604, + "IoU": 0.6391896493020088, + "TN": 321094, + "TP": 18773, + "n_pred": 26377, + "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": 0.24456551054533684, + "FN": 13602, + "FP": 403, + "IoU": 0.13931907571288102, + "TN": 334192, + "TP": 2267, + "n_pred": 2670, + "n_ref": 15869 + }, + "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": 609, + "IoU": 0.0, + "TN": 349855, + "TP": 0, + "n_pred": 609, + "n_ref": 0 + }, + "2": { + "Dice": 0.2140468227424749, + "FN": 235, + "FP": 0, + "IoU": 0.1198501872659176, + "TN": 350197, + "TP": 32, + "n_pred": 32, + "n_ref": 267 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 232, + "IoU": 0.0, + "TN": 350232, + "TP": 0, + "n_pred": 232, + "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": 0.8058703865155478, + "FN": 4295, + "FP": 1049, + "IoU": 0.6748600632757362, + "TN": 334028, + "TP": 11092, + "n_pred": 12141, + "n_ref": 15387 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 324, + "IoU": 0.0, + "TN": 350140, + "TP": 0, + "n_pred": 324, + "n_ref": 0 + }, + "8": { + "Dice": 0.7846991946944576, + "FN": 587, + "FP": 1231, + "IoU": 0.6456831027090236, + "TN": 345333, + "TP": 3313, + "n_pred": 4544, + "n_ref": 3900 + }, + "9": { + "Dice": 0.4835212023617821, + "FN": 3831, + "FP": 980, + "IoU": 0.3188446835622257, + "TN": 343401, + "TP": 2252, + "n_pred": 3232, + "n_ref": 6083 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.0, + "FN": 0, + "FP": 3371, + "IoU": 0.0, + "TN": 171861, + "TP": 0, + "n_pred": 3371, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 69253, + "IoU": 0.0, + "TN": 105979, + "TP": 0, + "n_pred": 69253, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3027, + "IoU": 0.0, + "TN": 172205, + "TP": 0, + "n_pred": 3027, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__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": 0.0, + "FN": 0, + "FP": 921, + "IoU": 0.0, + "TN": 174311, + "TP": 0, + "n_pred": 921, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.2799542213222995, + "FN": 6069, + "FP": 2110, + "IoU": 0.1627597502303204, + "TN": 165463, + "TP": 1590, + "n_pred": 3700, + "n_ref": 7659 + }, + "6": { + "Dice": 0.033707865168539325, + "FN": 22, + "FP": 838, + "IoU": 0.017142857142857144, + "TN": 174357, + "TP": 15, + "n_pred": 853, + "n_ref": 37 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 176, + "IoU": 0.0, + "TN": 175056, + "TP": 0, + "n_pred": 176, + "n_ref": 0 + }, + "8": { + "Dice": 0.1930832649273707, + "FN": 20199, + "FP": 2410, + "IoU": 0.10685786521292566, + "TN": 149918, + "TP": 2705, + "n_pred": 5115, + "n_ref": 22904 + }, + "9": { + "Dice": 0.0, + "FN": 3055, + "FP": 5232, + "IoU": 0.0, + "TN": 166945, + "TP": 0, + "n_pred": 5232, + "n_ref": 3055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7925682031984949, + "FN": 272, + "FP": 610, + "IoU": 0.6564082586677055, + "TN": 523129, + "TP": 1685, + "n_pred": 2295, + "n_ref": 1957 + }, + "10": { + "Dice": 0.8281144471050531, + "FN": 3904, + "FP": 7294, + "IoU": 0.7066512980378802, + "TN": 487523, + "TP": 26975, + "n_pred": 34269, + "n_ref": 30879 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1398, + "FP": 0, + "IoU": 0.0, + "TN": 524298, + "TP": 0, + "n_pred": 0, + "n_ref": 1398 + }, + "13": { + "Dice": 0.18844643858665172, + "FN": 1417, + "FP": 30, + "IoU": 0.10402476780185758, + "TN": 524081, + "TP": 168, + "n_pred": 198, + "n_ref": 1585 + }, + "14": { + "Dice": 2.2860669931932355e-05, + "FN": 174969, + "FP": 0, + "IoU": 1.143046562001703e-05, + "TN": 350725, + "TP": 2, + "n_pred": 2, + "n_ref": 174971 + }, + "15": { + "Dice": 0.0, + "FN": 247, + "FP": 59, + "IoU": 0.0, + "TN": 525390, + "TP": 0, + "n_pred": 59, + "n_ref": 247 + }, + "2": { + "Dice": 0.8725402415487773, + "FN": 24146, + "FP": 1478, + "IoU": 0.7738992323303626, + "TN": 412366, + "TP": 87706, + "n_pred": 89184, + "n_ref": 111852 + }, + "3": { + "Dice": 0.6989111042756075, + "FN": 3891, + "FP": 20580, + "IoU": 0.5371739829402531, + "TN": 472823, + "TP": 28402, + "n_pred": 48982, + "n_ref": 32293 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2545429888798481, + "FN": 2561, + "FP": 140361, + "IoU": 0.14583171470748194, + "TN": 358373, + "TP": 24401, + "n_pred": 164762, + "n_ref": 26962 + }, + "7": { + "Dice": 0.5512954042442391, + "FN": 5397, + "FP": 8389, + "IoU": 0.38054369804538307, + "TN": 503441, + "TP": 8469, + "n_pred": 16858, + "n_ref": 13866 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8356518527637572, + "FN": 363, + "FP": 972, + "IoU": 0.7176993021780503, + "TN": 520967, + "TP": 3394, + "n_pred": 4366, + "n_ref": 3757 + }, + "10": { + "Dice": 0.735960175122786, + "FN": 12561, + "FP": 11201, + "IoU": 0.5822286296986533, + "TN": 468818, + "TP": 33116, + "n_pred": 44317, + "n_ref": 45677 + }, + "11": { + "Dice": 0.0, + "FN": 734, + "FP": 0, + "IoU": 0.0, + "TN": 524962, + "TP": 0, + "n_pred": 0, + "n_ref": 734 + }, + "12": { + "Dice": 0.0, + "FN": 234, + "FP": 0, + "IoU": 0.0, + "TN": 525462, + "TP": 0, + "n_pred": 0, + "n_ref": 234 + }, + "13": { + "Dice": 0.052204234122042344, + "FN": 15768, + "FP": 3259, + "IoU": 0.026801698122858167, + "TN": 506145, + "TP": 524, + "n_pred": 3783, + "n_ref": 16292 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.881933517895198, + "FN": 8538, + "FP": 15174, + "IoU": 0.7888023941429004, + "TN": 413422, + "TP": 88562, + "n_pred": 103736, + "n_ref": 97100 + }, + "3": { + "Dice": 0.8018996580999578, + "FN": 24513, + "FP": 16741, + "IoU": 0.6693092640539956, + "TN": 400945, + "TP": 83497, + "n_pred": 100238, + "n_ref": 108010 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8621943379076419, + "FN": 9862, + "FP": 2570, + "IoU": 0.7577694211172379, + "TN": 474373, + "TP": 38891, + "n_pred": 41461, + "n_ref": 48753 + }, + "7": { + "Dice": 0.5897004645202627, + "FN": 18505, + "FP": 1987, + "IoU": 0.4181384519279914, + "TN": 490478, + "TP": 14726, + "n_pred": 16713, + "n_ref": 33231 + }, + "8": { + "Dice": 0.0, + "FN": 4698, + "FP": 0, + "IoU": 0.0, + "TN": 520998, + "TP": 0, + "n_pred": 0, + "n_ref": 4698 + }, + "9": { + "Dice": 0.7863828607085904, + "FN": 5580, + "FP": 582, + "IoU": 0.6479661791590493, + "TN": 508192, + "TP": 11342, + "n_pred": 11924, + "n_ref": 16922 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 179, + "FP": 10911, + "IoU": 0.0, + "TN": 689838, + "TP": 0, + "n_pred": 10911, + "n_ref": 179 + }, + "10": { + "Dice": 0.7720101405400084, + "FN": 7051, + "FP": 11475, + "IoU": 0.6286779443598172, + "TN": 651036, + "TP": 31366, + "n_pred": 42841, + "n_ref": 38417 + }, + "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": 0.3783674459995146, + "FN": 14620, + "FP": 748, + "IoU": 0.2333250187079072, + "TN": 680883, + "TP": 4677, + "n_pred": 5425, + "n_ref": 19297 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9230059226213368, + "FN": 537, + "FP": 464, + "IoU": 0.857020425653478, + "TN": 693927, + "TP": 6000, + "n_pred": 6464, + "n_ref": 6537 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 235, + "IoU": 0.0, + "TN": 700693, + "TP": 0, + "n_pred": 235, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1077, + "FP": 0, + "IoU": 0.0, + "TN": 699851, + "TP": 0, + "n_pred": 0, + "n_ref": 1077 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8897564089844407, + "FN": 16320, + "FP": 9237, + "IoU": 0.8014064806900303, + "TN": 572238, + "TP": 103133, + "n_pred": 112370, + "n_ref": 119453 + }, + "7": { + "Dice": 0.46676077166095314, + "FN": 8193, + "FP": 7673, + "IoU": 0.30442788250767205, + "TN": 678118, + "TP": 6944, + "n_pred": 14617, + "n_ref": 15137 + }, + "8": { + "Dice": 0.8309374064091045, + "FN": 1379, + "FP": 879, + "IoU": 0.7107723837581658, + "TN": 693121, + "TP": 5549, + "n_pred": 6428, + "n_ref": 6928 + }, + "9": { + "Dice": 0.8399582027168234, + "FN": 407, + "FP": 3422, + "IoU": 0.7240758088924119, + "TN": 687051, + "TP": 10048, + "n_pred": 13470, + "n_ref": 10455 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4962, + "IoU": 0.0, + "TN": 345502, + "TP": 0, + "n_pred": 4962, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 159, + "FP": 2566, + "IoU": 0.0, + "TN": 347739, + "TP": 0, + "n_pred": 2566, + "n_ref": 159 + }, + "11": { + "Dice": 0.0, + "FN": 57, + "FP": 0, + "IoU": 0.0, + "TN": 350407, + "TP": 0, + "n_pred": 0, + "n_ref": 57 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 664, + "FP": 404, + "IoU": 0.0, + "TN": 349396, + "TP": 0, + "n_pred": 404, + "n_ref": 664 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 313, + "IoU": 0.0, + "TN": 350151, + "TP": 0, + "n_pred": 313, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7910887845364202, + "FN": 18898, + "FP": 232, + "IoU": 0.6543812104787714, + "TN": 295114, + "TP": 36220, + "n_pred": 36452, + "n_ref": 55118 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5055, + "IoU": 0.0, + "TN": 345409, + "TP": 0, + "n_pred": 5055, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 9478, + "FP": 0, + "IoU": 0.0, + "TN": 340986, + "TP": 0, + "n_pred": 0, + "n_ref": 9478 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6539251023004864, + "FN": 70384, + "FP": 7677, + "IoU": 0.4858014241392257, + "TN": 198653, + "TP": 73750, + "n_pred": 81427, + "n_ref": 144134 + }, + "7": { + "Dice": 0.0, + "FN": 487, + "FP": 13544, + "IoU": 0.0, + "TN": 336433, + "TP": 0, + "n_pred": 13544, + "n_ref": 487 + }, + "8": { + "Dice": 0.8396360456855566, + "FN": 11062, + "FP": 676, + "IoU": 0.7235971460192621, + "TN": 307997, + "TP": 30729, + "n_pred": 31405, + "n_ref": 41791 + }, + "9": { + "Dice": 0.6431248588846241, + "FN": 3500, + "FP": 4403, + "IoU": 0.47397497337593186, + "TN": 335440, + "TP": 7121, + "n_pred": 11524, + "n_ref": 10621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2658799/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset013_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-pred_entropy__seed-12346/gt_segmentations/amos_0392.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 3796.272245614035, + "FP": 2812.8186315789476, + "IoU": NaN, + "TN": 346277.8307368421, + "TP": 4309.676280701754, + "n_pred": 7122.494912280701, + "n_ref": 8105.948526315789 + }, + "mean": { + "1": { + "Dice": 0.45923735494751955, + "FN": 1747.055263157895, + "FP": 2632.4442105263156, + "IoU": 0.39742851519293987, + "TN": 345225.29473684204, + "TP": 7591.803684210527, + "n_pred": 10224.247894736842, + "n_ref": 9338.858947368422 + }, + "10": { + "Dice": 0.36755463624183776, + "FN": 4116.188947368421, + "FP": 2816.835789473684, + "IoU": 0.27634360286472565, + "TN": 346508.7773684211, + "TP": 3754.795789473684, + "n_pred": 6571.631578947368, + "n_ref": 7870.984736842105 + }, + "11": { + "Dice": 0.0, + "FN": 128.2494736842105, + "FP": 0.0, + "IoU": 0.0, + "TN": 357068.3484210526, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 128.2494736842105 + }, + "12": { + "Dice": 0.0, + "FN": 258.28842105263163, + "FP": 0.0, + "IoU": 0.0, + "TN": 356938.30947368423, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 258.28842105263163 + }, + "13": { + "Dice": 0.08108218359420467, + "FN": 2916.314736842105, + "FP": 614.8763157894737, + "IoU": 0.05005220806609639, + "TN": 353234.57368421054, + "TP": 430.8331578947368, + "n_pred": 1045.7094736842105, + "n_ref": 3347.1478947368423 + }, + "14": { + "Dice": NaN, + "FN": 2255.2205263157894, + "FP": 905.9631578947368, + "IoU": NaN, + "TN": 351126.6189473684, + "TP": 2908.7952631578946, + "n_pred": 3814.7584210526315, + "n_ref": 5164.015789473684 + }, + "15": { + "Dice": NaN, + "FN": 811.0173684210527, + "FP": 265.8231578947368, + "IoU": NaN, + "TN": 356025.3736842105, + "TP": 94.38368421052631, + "n_pred": 360.20684210526315, + "n_ref": 905.401052631579 + }, + "2": { + "Dice": 0.2749401272539076, + "FN": 6584.797368421054, + "FP": 6020.862105263159, + "IoU": 0.22822277572156854, + "TN": 339405.63052631577, + "TP": 5185.307894736842, + "n_pred": 11206.170000000002, + "n_ref": 11770.105263157895 + }, + "3": { + "Dice": 0.38666689841981067, + "FN": 5875.693684210526, + "FP": 4581.798421052632, + "IoU": 0.33066957357640814, + "TN": 337949.79315789475, + "TP": 8789.312631578947, + "n_pred": 13371.11105263158, + "n_ref": 14665.006315789473 + }, + "4": { + "Dice": 0.0, + "FN": 1377.2963157894737, + "FP": 0.0, + "IoU": 0.0, + "TN": 355819.3015789474, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1377.2963157894737 + }, + "5": { + "Dice": 0.05126500794753632, + "FN": 489.0284210526317, + "FP": 125.73947368421052, + "IoU": 0.030370586155242872, + "TN": 356549.23, + "TP": 32.6, + "n_pred": 158.33947368421053, + "n_ref": 521.6284210526317 + }, + "6": { + "Dice": 0.43305392475516413, + "FN": 14616.298947368423, + "FP": 14181.23, + "IoU": 0.36056749061891064, + "TN": 304995.55999999994, + "TP": 23403.50894736842, + "n_pred": 37584.73894736842, + "n_ref": 38019.80789473684 + }, + "7": { + "Dice": 0.230705179264521, + "FN": 13345.171578947371, + "FP": 8795.602105263159, + "IoU": 0.16889520093253108, + "TN": 325243.65, + "TP": 9812.174210526315, + "n_pred": 18607.776315789473, + "n_ref": 23157.345789473682 + }, + "8": { + "Dice": 0.34878267162640564, + "FN": 1248.406842105263, + "FP": 436.3952631578947, + "IoU": 0.2822495973801152, + "TN": 354140.94421052636, + "TP": 1370.8515789473684, + "n_pred": 1807.246842105263, + "n_ref": 2619.2584210526315 + }, + "9": { + "Dice": 0.3512840934773417, + "FN": 1175.0557894736842, + "FP": 814.7094736842106, + "IoU": 0.26385941993447537, + "TN": 353936.0552631579, + "TP": 1270.7773684210526, + "n_pred": 2085.486842105263, + "n_ref": 2445.8331578947373 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/loop_000/summary.json b/nnActive_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/loop_000/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a8e6930e361a4f9a4d7ba7bb615610f485bad7da --- /dev/null +++ b/nnActive_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/loop_000/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.5790326590794616, + "FN": 42266.32933333334, + "FP": 34681.82266666667, + "IoU": 0.4707317938770669, + "TN": 96235688.48666666, + "TP": 144324.20133333333, + "n_pred": 179006.02399999995, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8126404929507359, + "FN": 37566.92, + "FP": 30086.64, + "IoU": 0.7156820511214197, + "TN": 96232586.06, + "TP": 156721.22, + "n_pred": 186807.86, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.5760082161869537, + "FN": 31009.82, + "FP": 21187.62, + "IoU": 0.4358261543589829, + "TN": 96361550.66, + "TP": 43212.74, + "n_pred": 64400.36, + "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": 0.3643517880167011, + "FN": 3112.38, + "FP": 371.14, + "IoU": 0.24206422899448107, + "TN": 96452353.04, + "TP": 1124.28, + "n_pred": 1495.42, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.44581805999503243, + "FN": 36730.56, + "FP": 11985.9, + "IoU": 0.30208502474816107, + "TN": 96387116.8, + "TP": 21127.58, + "n_pred": 33113.48, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6661246220363962, + "FN": 33057.78, + "FP": 65593.44, + "IoU": 0.5596456695377008, + "TN": 96253009.26, + "TP": 105300.36, + "n_pred": 170893.8, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.42058733354908007, + "FN": 25781.06, + "FP": 31057.94, + "IoU": 0.31458474887427484, + "TN": 96371855.86, + "TP": 28265.98, + "n_pred": 59323.92, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.7058054656192542, + "FN": 60233.5, + "FP": 13066.44, + "IoU": 0.5804063702552236, + "TN": 96287052.7, + "TP": 96608.2, + "n_pred": 109674.64, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.7863306367264472, + "FN": 21124.76, + "FP": 59289.64, + "IoU": 0.6577000291995609, + "TN": 96234268.62, + "TP": 142277.82, + "n_pred": 201567.46, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.623388959080016, + "FN": 9571.52, + "FP": 4729.2, + "IoU": 0.5159014147791405, + "TN": 96425654.14, + "TP": 17005.98, + "n_pred": 21735.18, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.22667900952218942, + "FN": 14822.62, + "FP": 494.98, + "IoU": 0.1415769305417016, + "TN": 96439313.7, + "TP": 2329.54, + "n_pred": 2824.52, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8925088082666691, + "FN": 120519.42, + "FP": 192279.1, + "IoU": 0.8161038561328442, + "TN": 94905458.12, + "TP": 1238704.2, + "n_pred": 1430983.3, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.5626284155166119, + "FN": 176440.8, + "FP": 68080.6, + "IoU": 0.41596869655395047, + "TN": 96049955.58, + "TP": 162483.86, + "n_pred": 230564.46, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.8335551028703857, + "FN": 39110.3, + "FP": 11413.08, + "IoU": 0.7287817420567503, + "TN": 96313178.58, + "TP": 93258.88, + "n_pred": 104671.96, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.7690629758554536, + "FN": 21213.12, + "FP": 10591.62, + "IoU": 0.6346499910018121, + "TN": 96368713.72, + "TP": 56442.38, + "n_pred": 67034.0, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7782252105807596, + "FN": 8430, + "FP": 39594, + "IoU": 0.6369628980073175, + "TN": 119461036, + "TP": 84260, + "n_pred": 123854, + "n_ref": 92690 + }, + "10": { + "Dice": 0.6116107931316435, + "FN": 26715, + "FP": 35035, + "IoU": 0.44051825677267376, + "TN": 119482950, + "TP": 48620, + "n_pred": 83655, + "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": 0.5856426497756664, + "FN": 2246, + "FP": 894, + "IoU": 0.4140697891397649, + "TN": 119587961, + "TP": 2219, + "n_pred": 3113, + "n_ref": 4465 + }, + "13": { + "Dice": 0.36261682242990656, + "FN": 35297, + "FP": 26083, + "IoU": 0.22146118721461186, + "TN": 119514480, + "TP": 17460, + "n_pred": 43543, + "n_ref": 52757 + }, + "14": { + "Dice": 0.38683401055709565, + "FN": 186366, + "FP": 7392, + "IoU": 0.2397980202215186, + "TN": 119338443, + "TP": 61119, + "n_pred": 68511, + "n_ref": 247485 + }, + "15": { + "Dice": 0.003048744874954736, + "FN": 32602, + "FP": 138094, + "IoU": 0.0015266996964148878, + "TN": 119422363, + "TP": 261, + "n_pred": 138355, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9286460096573598, + "FN": 10502, + "FP": 9521, + "IoU": 0.8667966125373373, + "TN": 119443001, + "TP": 130296, + "n_pred": 139817, + "n_ref": 140798 + }, + "3": { + "Dice": 0.8729274799636975, + "FN": 11194, + "FP": 35151, + "IoU": 0.7745087068005002, + "TN": 119387791, + "TP": 159184, + "n_pred": 194335, + "n_ref": 170378 + }, + "4": { + "Dice": 0.754407140361465, + "FN": 30202, + "FP": 726, + "IoU": 0.6056610990692337, + "TN": 119514890, + "TP": 47502, + "n_pred": 48228, + "n_ref": 77704 + }, + "5": { + "Dice": 0.023445201013026797, + "FN": 63491, + "FP": 904, + "IoU": 0.011861649889516327, + "TN": 119528152, + "TP": 773, + "n_pred": 1677, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9551272170434704, + "FN": 47985, + "FP": 58563, + "IoU": 0.9141086193678823, + "TN": 118352823, + "TP": 1133949, + "n_pred": 1192512, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 83403, + "IoU": 0.0, + "TN": 119509917, + "TP": 0, + "n_pred": 83403, + "n_ref": 0 + }, + "8": { + "Dice": 0.6041299634096761, + "FN": 143852, + "FP": 43100, + "IoU": 0.43279814565357216, + "TN": 119263716, + "TP": 142652, + "n_pred": 185752, + "n_ref": 286504 + }, + "9": { + "Dice": 0.7435773219286957, + "FN": 27417, + "FP": 6459, + "IoU": 0.5918209969515501, + "TN": 119510327, + "TP": 49117, + "n_pred": 55576, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9075880356268533, + "FN": 23588, + "FP": 10008, + "IoU": 0.8308111456355661, + "TN": 72627089, + "TP": 164975, + "n_pred": 174983, + "n_ref": 188563 + }, + "10": { + "Dice": 0.5587127478176774, + "FN": 24544, + "FP": 44814, + "IoU": 0.3876484350858606, + "TN": 72712395, + "TP": 43907, + "n_pred": 88721, + "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": 0.540893760539629, + "FN": 1591, + "FP": 587, + "IoU": 0.3707021092169893, + "TN": 72822199, + "TP": 1283, + "n_pred": 1870, + "n_ref": 2874 + }, + "13": { + "Dice": 0.5404573539134995, + "FN": 26478, + "FP": 13834, + "IoU": 0.3702922661168127, + "TN": 72761643, + "TP": 23705, + "n_pred": 37539, + "n_ref": 50183 + }, + "14": { + "Dice": 0.81581176710383, + "FN": 12848, + "FP": 16069, + "IoU": 0.6889206837570059, + "TN": 72732703, + "TP": 64040, + "n_pred": 80109, + "n_ref": 76888 + }, + "15": { + "Dice": 0.4598000115600254, + "FN": 26571, + "FP": 10813, + "IoU": 0.29853266784253385, + "TN": 72772366, + "TP": 15910, + "n_pred": 26723, + "n_ref": 42481 + }, + "2": { + "Dice": 0.924848902844075, + "FN": 8452, + "FP": 12251, + "IoU": 0.8602036544356962, + "TN": 72677566, + "TP": 127391, + "n_pred": 139642, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9147998486198772, + "FN": 14746, + "FP": 6191, + "IoU": 0.8429779957701481, + "TN": 72692322, + "TP": 112401, + "n_pred": 118592, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8143328618576143, + "FN": 5420, + "FP": 4425, + "IoU": 0.686814060760299, + "TN": 72794225, + "TP": 21590, + "n_pred": 26015, + "n_ref": 27010 + }, + "5": { + "Dice": 0.025822669104204752, + "FN": 8526, + "FP": 0, + "IoU": 0.013080217617779836, + "TN": 72817021, + "TP": 113, + "n_pred": 113, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9372212202652161, + "FN": 73366, + "FP": 78610, + "IoU": 0.8818591772213399, + "TN": 71539263, + "TP": 1134421, + "n_pred": 1213031, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.7189520253131205, + "FN": 88803, + "FP": 28532, + "IoU": 0.5612217805417089, + "TN": 72558247, + "TP": 150078, + "n_pred": 178610, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9179332870406091, + "FN": 4656, + "FP": 4917, + "IoU": 0.8483148737937919, + "TN": 72762549, + "TP": 53538, + "n_pred": 58455, + "n_ref": 58194 + }, + "9": { + "Dice": 0.7632151355454665, + "FN": 25704, + "FP": 6736, + "IoU": 0.6170961154849447, + "TN": 72740939, + "TP": 52281, + "n_pred": 59017, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8724346494501858, + "FN": 33290, + "FP": 33020, + "IoU": 0.7737331135838614, + "TN": 71516427, + "TP": 226751, + "n_pred": 259771, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7833064131912569, + "FN": 26309, + "FP": 10987, + "IoU": 0.6437992454992598, + "TN": 71704783, + "TP": 67409, + "n_pred": 78396, + "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": 0.19559228650137742, + "FN": 5799, + "FP": 41, + "IoU": 0.1083969465648855, + "TN": 71802938, + "TP": 710, + "n_pred": 751, + "n_ref": 6509 + }, + "13": { + "Dice": 0.4865150238696995, + "FN": 42245, + "FP": 3468, + "IoU": 0.3214534875090917, + "TN": 71742119, + "TP": 21656, + "n_pred": 25124, + "n_ref": 63901 + }, + "14": { + "Dice": 0.8023939267555045, + "FN": 170099, + "FP": 3311, + "IoU": 0.6699982111661293, + "TN": 71284006, + "TP": 352072, + "n_pred": 355383, + "n_ref": 522171 + }, + "15": { + "Dice": 0.12398042414355628, + "FN": 168693, + "FP": 462, + "IoU": 0.06608695652173913, + "TN": 71628363, + "TP": 11970, + "n_pred": 12432, + "n_ref": 180663 + }, + "2": { + "Dice": 0.6453011029282216, + "FN": 73622, + "FP": 6906, + "IoU": 0.4763428274157888, + "TN": 71655708, + "TP": 73252, + "n_pred": 80158, + "n_ref": 146874 + }, + "3": { + "Dice": 0.7541427287947797, + "FN": 15857, + "FP": 94424, + "IoU": 0.6053203253894689, + "TN": 71530069, + "TP": 169138, + "n_pred": 263562, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7324989999428538, + "FN": 1157, + "FP": 8205, + "IoU": 0.5779080252479711, + "TN": 71787308, + "TP": 12818, + "n_pred": 21023, + "n_ref": 13975 + }, + "5": { + "Dice": 0.3448327359617682, + "FN": 8034, + "FP": 740, + "IoU": 0.2083370928448976, + "TN": 71798405, + "TP": 2309, + "n_pred": 3049, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9172687534542532, + "FN": 61529, + "FP": 152529, + "IoU": 0.8471804581059509, + "TN": 70408764, + "TP": 1186666, + "n_pred": 1339195, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.767290344136318, + "FN": 74385, + "FP": 23125, + "IoU": 0.6224420653205042, + "TN": 71551223, + "TP": 160755, + "n_pred": 183880, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9256541360903101, + "FN": 7191, + "FP": 4703, + "IoU": 0.8615978961576951, + "TN": 71723550, + "TP": 74044, + "n_pred": 78747, + "n_ref": 81235 + }, + "9": { + "Dice": 0.844529404338966, + "FN": 17911, + "FP": 7952, + "IoU": 0.730896491447122, + "TN": 71713380, + "TP": 70245, + "n_pred": 78197, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9354518039977592, + "FN": 17990, + "FP": 9087, + "IoU": 0.8787312847936009, + "TN": 135222229, + "TP": 196204, + "n_pred": 205291, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7292797096485377, + "FN": 24452, + "FP": 20601, + "IoU": 0.5739104940606794, + "TN": 135339774, + "TP": 60683, + "n_pred": 81284, + "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": 22, + "IoU": 0.0, + "TN": 135439980, + "TP": 0, + "n_pred": 22, + "n_ref": 5508 + }, + "13": { + "Dice": 0.6225627316696752, + "FN": 17983, + "FP": 9408, + "IoU": 0.4519717492647206, + "TN": 135395529, + "TP": 22590, + "n_pred": 31998, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8951121784240623, + "FN": 8084, + "FP": 23538, + "IoU": 0.8101385144668664, + "TN": 135278957, + "TP": 134931, + "n_pred": 158469, + "n_ref": 143015 + }, + "15": { + "Dice": 0.34169727214107487, + "FN": 26923, + "FP": 67001, + "IoU": 0.2060524091293322, + "TN": 135327210, + "TP": 24376, + "n_pred": 91377, + "n_ref": 51299 + }, + "2": { + "Dice": 0.7683455441492201, + "FN": 49032, + "FP": 47753, + "IoU": 0.6238320662904404, + "TN": 135188218, + "TP": 160507, + "n_pred": 208260, + "n_ref": 209539 + }, + "3": { + "Dice": 0.7383472362095502, + "FN": 32580, + "FP": 105120, + "IoU": 0.5852222238956579, + "TN": 135113525, + "TP": 194285, + "n_pred": 299405, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8442123124237765, + "FN": 4999, + "FP": 6753, + "IoU": 0.7304216176538055, + "TN": 135401916, + "TP": 31842, + "n_pred": 38595, + "n_ref": 36841 + }, + "5": { + "Dice": 0.17552260797495164, + "FN": 25185, + "FP": 1674, + "IoU": 0.09620432061376943, + "TN": 135415792, + "TP": 2859, + "n_pred": 4533, + "n_ref": 28044 + }, + "6": { + "Dice": 0.957553978113868, + "FN": 59887, + "FP": 82182, + "IoU": 0.9185645664236255, + "TN": 133700950, + "TP": 1602491, + "n_pred": 1684673, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.6187675594680652, + "FN": 58567, + "FP": 114442, + "IoU": 0.4479822087220655, + "TN": 135132098, + "TP": 140403, + "n_pred": 254845, + "n_ref": 198970 + }, + "8": { + "Dice": 0.5948358059224648, + "FN": 157996, + "FP": 21324, + "IoU": 0.42332120931459094, + "TN": 135134557, + "TP": 131633, + "n_pred": 152957, + "n_ref": 289629 + }, + "9": { + "Dice": 0.7659251274010193, + "FN": 35510, + "FP": 2706, + "IoU": 0.6206472106412547, + "TN": 135344770, + "TP": 62524, + "n_pred": 65230, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6932604135970463, + "FN": 96240, + "FP": 45324, + "IoU": 0.5305268324390292, + "TN": 105452467, + "TP": 159974, + "n_pred": 205298, + "n_ref": 256214 + }, + "10": { + "Dice": 0.20225314339163472, + "FN": 48268, + "FP": 48107, + "IoU": 0.11250368351259761, + "TN": 105645413, + "TP": 12217, + "n_pred": 60324, + "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": 0.3239852398523985, + "FN": 3526, + "FP": 138, + "IoU": 0.1933069132540731, + "TN": 105749463, + "TP": 878, + "n_pred": 1016, + "n_ref": 4404 + }, + "13": { + "Dice": 0.3560193381451723, + "FN": 59988, + "FP": 15672, + "IoU": 0.2165593223849069, + "TN": 105657431, + "TP": 20914, + "n_pred": 36586, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9411556250407139, + "FN": 16305, + "FP": 6278, + "IoU": 0.8888517021936322, + "TN": 105550826, + "TP": 180596, + "n_pred": 186874, + "n_ref": 196901 + }, + "15": { + "Dice": 0.7287052989872673, + "FN": 10591, + "FP": 2321, + "IoU": 0.5731993521303672, + "TN": 105723752, + "TP": 17341, + "n_pred": 19662, + "n_ref": 27932 + }, + "2": { + "Dice": 0.8537343563711901, + "FN": 36170, + "FP": 3824, + "IoU": 0.7447962530469517, + "TN": 105597291, + "TP": 116720, + "n_pred": 120544, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8173702635914333, + "FN": 12694, + "FP": 58254, + "IoU": 0.6911463820228632, + "TN": 105524291, + "TP": 158766, + "n_pred": 217020, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6607413392586607, + "FN": 17957, + "FP": 5556, + "IoU": 0.4933634992458522, + "TN": 105707595, + "TP": 22897, + "n_pred": 28453, + "n_ref": 40854 + }, + "5": { + "Dice": 0.18989787468948385, + "FN": 10989, + "FP": 751, + "IoU": 0.10491003354681305, + "TN": 105740889, + "TP": 1376, + "n_pred": 2127, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8977010782818763, + "FN": 100740, + "FP": 226512, + "IoU": 0.8143898724700317, + "TN": 103990890, + "TP": 1435863, + "n_pred": 1662375, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.558983187030938, + "FN": 124372, + "FP": 102865, + "IoU": 0.38790885852276247, + "TN": 105382758, + "TP": 144010, + "n_pred": 246875, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8930847955567707, + "FN": 5374, + "FP": 14569, + "IoU": 0.8068231351162858, + "TN": 105650768, + "TP": 83294, + "n_pred": 97863, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7644669209086387, + "FN": 19481, + "FP": 14611, + "IoU": 0.618734482990002, + "TN": 105664587, + "TP": 55326, + "n_pred": 69937, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9154824928020804, + "FN": 16685, + "FP": 26995, + "IoU": 0.8441380491564614, + "TN": 96857632, + "TP": 236568, + "n_pred": 263563, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8120359809316103, + "FN": 15394, + "FP": 29595, + "IoU": 0.6835526732269341, + "TN": 96995711, + "TP": 97180, + "n_pred": 126775, + "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": 0.5664739884393064, + "FN": 2656, + "FP": 194, + "IoU": 0.3951612903225806, + "TN": 97133168, + "TP": 1862, + "n_pred": 2056, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7122233330108463, + "FN": 16769, + "FP": 10002, + "IoU": 0.5530643249469941, + "TN": 97077981, + "TP": 33128, + "n_pred": 43130, + "n_ref": 49897 + }, + "14": { + "Dice": 0.890365699023096, + "FN": 40120, + "FP": 15129, + "IoU": 0.8023956165010694, + "TN": 96858286, + "TP": 224345, + "n_pred": 239474, + "n_ref": 264465 + }, + "15": { + "Dice": 0.08718085023217999, + "FN": 19584, + "FP": 38799, + "IoU": 0.04557715257229733, + "TN": 97076709, + "TP": 2788, + "n_pred": 41587, + "n_ref": 22372 + }, + "2": { + "Dice": 0.5045079547449216, + "FN": 90579, + "FP": 2574, + "IoU": 0.33735248298085746, + "TN": 96997303, + "TP": 47424, + "n_pred": 49998, + "n_ref": 138003 + }, + "3": { + "Dice": 0.7201272546116062, + "FN": 14273, + "FP": 97804, + "IoU": 0.5626553555471442, + "TN": 96881613, + "TP": 144190, + "n_pred": 241994, + "n_ref": 158463 + }, + "4": { + "Dice": 0.8561137308809967, + "FN": 2896, + "FP": 5373, + "IoU": 0.748425568164532, + "TN": 97105011, + "TP": 24600, + "n_pred": 29973, + "n_ref": 27496 + }, + "5": { + "Dice": 0.5240418118466899, + "FN": 9369, + "FP": 193, + "IoU": 0.3550519357884797, + "TN": 97123054, + "TP": 5264, + "n_pred": 5457, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8740167891300292, + "FN": 69203, + "FP": 343374, + "IoU": 0.7762254185430845, + "TN": 95294163, + "TP": 1431140, + "n_pred": 1774514, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.8499632534305188, + "FN": 43185, + "FP": 31330, + "IoU": 0.7390748651866377, + "TN": 96852300, + "TP": 211065, + "n_pred": 242395, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9218502526768254, + "FN": 9029, + "FP": 11152, + "IoU": 0.8550298833400379, + "TN": 96998672, + "TP": 119027, + "n_pred": 130179, + "n_ref": 128056 + }, + "9": { + "Dice": 0.7875306108941691, + "FN": 9086, + "FP": 23016, + "IoU": 0.6495261801825407, + "TN": 97046284, + "TP": 59494, + "n_pred": 82510, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9404070265149354, + "FN": 8729, + "FP": 12155, + "IoU": 0.8875172354360565, + "TN": 130581128, + "TP": 164780, + "n_pred": 176935, + "n_ref": 173509 + }, + "10": { + "Dice": 0.6496813878557098, + "FN": 18471, + "FP": 44916, + "IoU": 0.481131921024197, + "TN": 130644628, + "TP": 58777, + "n_pred": 103693, + "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": 0.47146739130434784, + "FN": 2287, + "FP": 47, + "IoU": 0.30844444444444447, + "TN": 130763417, + "TP": 1041, + "n_pred": 1088, + "n_ref": 3328 + }, + "13": { + "Dice": 0.5913045239566138, + "FN": 32174, + "FP": 8181, + "IoU": 0.41975326393282336, + "TN": 130697244, + "TP": 29193, + "n_pred": 37374, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9360408955562575, + "FN": 6806, + "FP": 14051, + "IoU": 0.8797714984032557, + "TN": 130593314, + "TP": 152621, + "n_pred": 166672, + "n_ref": 159427 + }, + "15": { + "Dice": 0.4453193778734227, + "FN": 10580, + "FP": 34784, + "IoU": 0.28643785195205584, + "TN": 130703218, + "TP": 18210, + "n_pred": 52994, + "n_ref": 28790 + }, + "2": { + "Dice": 0.8953209582018339, + "FN": 16401, + "FP": 18658, + "IoU": 0.8104806231721886, + "TN": 130581803, + "TP": 149930, + "n_pred": 168588, + "n_ref": 166331 + }, + "3": { + "Dice": 0.852015726635486, + "FN": 24325, + "FP": 24907, + "IoU": 0.7421841452047047, + "TN": 130575834, + "TP": 141726, + "n_pred": 166633, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6984289684808106, + "FN": 12220, + "FP": 3079, + "IoU": 0.5366045736786309, + "TN": 130733777, + "TP": 17716, + "n_pred": 20795, + "n_ref": 29936 + }, + "5": { + "Dice": 0.34853395258631686, + "FN": 24480, + "FP": 1049, + "IoU": 0.2110451820260832, + "TN": 130734434, + "TP": 6829, + "n_pred": 7878, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9460704575303115, + "FN": 44788, + "FP": 102546, + "IoU": 0.897660061139733, + "TN": 129327139, + "TP": 1292319, + "n_pred": 1394865, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.8025071449311183, + "FN": 111125, + "FP": 53477, + "IoU": 0.6701561028395087, + "TN": 130267762, + "TP": 334428, + "n_pred": 387905, + "n_ref": 445553 + }, + "8": { + "Dice": 0.7461818619329191, + "FN": 81373, + "FP": 19888, + "IoU": 0.5951276658696713, + "TN": 130516686, + "TP": 148845, + "n_pred": 168733, + "n_ref": 230218 + }, + "9": { + "Dice": 0.788338978697446, + "FN": 28367, + "FP": 11188, + "IoU": 0.6506266726728318, + "TN": 130653575, + "TP": 73662, + "n_pred": 84850, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6451737841163536, + "FN": 40928, + "FP": 134970, + "IoU": 0.47620408916840873, + "TN": 71900194, + "TP": 159916, + "n_pred": 294886, + "n_ref": 200844 + }, + "10": { + "Dice": 0.194048633160381, + "FN": 52640, + "FP": 30618, + "IoU": 0.10744953420310674, + "TN": 72142727, + "TP": 10023, + "n_pred": 40641, + "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": 0.08243052284503062, + "FN": 3896, + "FP": 0, + "IoU": 0.04298698108572832, + "TN": 72231937, + "TP": 175, + "n_pred": 175, + "n_ref": 4071 + }, + "13": { + "Dice": 0.2991938418783153, + "FN": 56873, + "FP": 6674, + "IoU": 0.17591295777570287, + "TN": 72158896, + "TP": 13565, + "n_pred": 20239, + "n_ref": 70438 + }, + "14": { + "Dice": 0.13337803806948428, + "FN": 18948, + "FP": 694437, + "IoU": 0.07145423164931626, + "TN": 71467726, + "TP": 54897, + "n_pred": 749334, + "n_ref": 73845 + }, + "15": { + "Dice": 0.32223067025383084, + "FN": 6278, + "FP": 86430, + "IoU": 0.19205898244818992, + "TN": 72121262, + "TP": 22038, + "n_pred": 108468, + "n_ref": 28316 + }, + "2": { + "Dice": 0.33509963263943005, + "FN": 97193, + "FP": 22263, + "IoU": 0.20127308468955188, + "TN": 72086450, + "TP": 30102, + "n_pred": 52365, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7244897722178737, + "FN": 12284, + "FP": 106335, + "IoU": 0.5679999708646993, + "TN": 71961427, + "TP": 155962, + "n_pred": 262297, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 232, + "IoU": 0.0, + "TN": 72235776, + "TP": 0, + "n_pred": 232, + "n_ref": 0 + }, + "5": { + "Dice": 0.5537100408980886, + "FN": 4910, + "FP": 437, + "IoU": 0.382848568790397, + "TN": 72227344, + "TP": 3317, + "n_pred": 3754, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7537246272022259, + "FN": 387016, + "FP": 348016, + "IoU": 0.6047817710705323, + "TN": 70376195, + "TP": 1124781, + "n_pred": 1472797, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.3680063808948501, + "FN": 182390, + "FP": 356413, + "IoU": 0.22549498759476422, + "TN": 71540334, + "TP": 156871, + "n_pred": 513284, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8997145745376702, + "FN": 7057, + "FP": 6435, + "IoU": 0.817710162942146, + "TN": 72161994, + "TP": 60522, + "n_pred": 66957, + "n_ref": 67579 + }, + "9": { + "Dice": 0.46396231778129693, + "FN": 32481, + "FP": 7122, + "IoU": 0.3020513905043883, + "TN": 72179266, + "TP": 17139, + "n_pred": 24261, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3549653744556293, + "FN": 56674, + "FP": 60781, + "IoU": 0.215779880218731, + "TN": 52403347, + "TP": 32318, + "n_pred": 93099, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0005278437582475588, + "FN": 47171, + "FP": 2060, + "IoU": 0.00026399155227032733, + "TN": 52503876, + "TP": 13, + "n_pred": 2073, + "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": 0.30523398010761454, + "FN": 3130, + "FP": 1131, + "IoU": 0.1801039060996729, + "TN": 52547923, + "TP": 936, + "n_pred": 2067, + "n_ref": 4066 + }, + "13": { + "Dice": 0.23389150397407207, + "FN": 18584, + "FP": 1272, + "IoU": 0.13243325905535894, + "TN": 52530233, + "TP": 3031, + "n_pred": 4303, + "n_ref": 21615 + }, + "14": { + "Dice": 0.34548190149339103, + "FN": 41945, + "FP": 10692, + "IoU": 0.2088111951179185, + "TN": 52486591, + "TP": 13892, + "n_pred": 24584, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 51616, + "IoU": 0.0, + "TN": 52476235, + "TP": 0, + "n_pred": 51616, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5921434753341668, + "FN": 73499, + "FP": 11327, + "IoU": 0.42059930465905754, + "TN": 52406717, + "TP": 61577, + "n_pred": 72904, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7239150097119049, + "FN": 45447, + "FP": 29033, + "IoU": 0.5672937266885886, + "TN": 52380994, + "TP": 97646, + "n_pred": 126679, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 2285, + "IoU": 0.0, + "TN": 52548955, + "TP": 0, + "n_pred": 2285, + "n_ref": 1880 + }, + "5": { + "Dice": 0.3813538308951153, + "FN": 4744, + "FP": 246, + "IoU": 0.23560049019607843, + "TN": 52546592, + "TP": 1538, + "n_pred": 1784, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8311673167477087, + "FN": 145584, + "FP": 109235, + "IoU": 0.7111088940762466, + "TN": 51671061, + "TP": 627240, + "n_pred": 736475, + "n_ref": 772824 + }, + "7": { + "Dice": 0.3118027874592154, + "FN": 153835, + "FP": 19334, + "IoU": 0.18469571276565694, + "TN": 52340722, + "TP": 39229, + "n_pred": 58563, + "n_ref": 193064 + }, + "8": { + "Dice": 0.7015314740437671, + "FN": 22153, + "FP": 9653, + "IoU": 0.5402760714027607, + "TN": 52483935, + "TP": 37379, + "n_pred": 47032, + "n_ref": 59532 + }, + "9": { + "Dice": 0.6321673351965614, + "FN": 31834, + "FP": 21995, + "IoU": 0.4621671579157716, + "TN": 52453035, + "TP": 46256, + "n_pred": 68251, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8391671779566693, + "FN": 20544, + "FP": 83786, + "IoU": 0.7229009742156873, + "TN": 143760742, + "TP": 272178, + "n_pred": 355964, + "n_ref": 292722 + }, + "10": { + "Dice": 0.5845559537578842, + "FN": 46981, + "FP": 25934, + "IoU": 0.4129841481970486, + "TN": 144013037, + "TP": 51298, + "n_pred": 77232, + "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": 0.3088299260548064, + "FN": 4581, + "FP": 186, + "IoU": 0.18261316872427982, + "TN": 144131418, + "TP": 1065, + "n_pred": 1251, + "n_ref": 5646 + }, + "13": { + "Dice": 0.5269452561350884, + "FN": 63546, + "FP": 9628, + "IoU": 0.35772279226535825, + "TN": 144023321, + "TP": 40755, + "n_pred": 50383, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9498556384286402, + "FN": 27976, + "FP": 12369, + "IoU": 0.9045000603606014, + "TN": 143714789, + "TP": 382116, + "n_pred": 394485, + "n_ref": 410092 + }, + "15": { + "Dice": 0.6495327870198545, + "FN": 2890, + "FP": 18451, + "IoU": 0.48096894228664544, + "TN": 144096133, + "TP": 19776, + "n_pred": 38227, + "n_ref": 22666 + }, + "2": { + "Dice": 0.5655107101215359, + "FN": 82503, + "FP": 2832, + "IoU": 0.3942244212708261, + "TN": 143996381, + "TP": 55534, + "n_pred": 58366, + "n_ref": 138037 + }, + "3": { + "Dice": 0.7797385143868886, + "FN": 8609, + "FP": 84942, + "IoU": 0.6389929728832788, + "TN": 143878111, + "TP": 165588, + "n_pred": 250530, + "n_ref": 174197 + }, + "4": { + "Dice": 0.8902275902384892, + "FN": 6246, + "FP": 4833, + "IoU": 0.8021713122511294, + "TN": 144081247, + "TP": 44924, + "n_pred": 49757, + "n_ref": 51170 + }, + "5": { + "Dice": 0.31832183498383443, + "FN": 25880, + "FP": 897, + "IoU": 0.18928820127766507, + "TN": 144104221, + "TP": 6252, + "n_pred": 7149, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8540602132807694, + "FN": 62647, + "FP": 380248, + "IoU": 0.745292399460099, + "TN": 142398413, + "TP": 1295942, + "n_pred": 1676190, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.6223826547193463, + "FN": 115006, + "FP": 47664, + "IoU": 0.45178195298677226, + "TN": 143840525, + "TP": 134055, + "n_pred": 181719, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7375874658096121, + "FN": 70421, + "FP": 42498, + "IoU": 0.584268173701747, + "TN": 143865635, + "TP": 158696, + "n_pred": 201194, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8629407778239293, + "FN": 15513, + "FP": 9565, + "IoU": 0.7589233357366018, + "TN": 144033225, + "TP": 78947, + "n_pred": 88512, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9054536751045715, + "FN": 15403, + "FP": 26074, + "IoU": 0.8272410719492181, + "TN": 111538834, + "TP": 198609, + "n_pred": 224683, + "n_ref": 214012 + }, + "10": { + "Dice": 0.43915525393831, + "FN": 28077, + "FP": 17707, + "IoU": 0.28135742202828484, + "TN": 111715211, + "TP": 17925, + "n_pred": 35632, + "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": 0.3149469288324343, + "FN": 3755, + "FP": 182, + "IoU": 0.1869062370921107, + "TN": 111774078, + "TP": 905, + "n_pred": 1087, + "n_ref": 4660 + }, + "13": { + "Dice": 0.4102408087805106, + "FN": 35413, + "FP": 14989, + "IoU": 0.2580521698168757, + "TN": 111710988, + "TP": 17530, + "n_pred": 32519, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6850903547289764, + "FN": 7491, + "FP": 70178, + "IoU": 0.5210170578585789, + "TN": 111616766, + "TP": 84485, + "n_pred": 154663, + "n_ref": 91976 + }, + "15": { + "Dice": 0.3659649639334609, + "FN": 8246, + "FP": 368, + "IoU": 0.22396396396396395, + "TN": 111767820, + "TP": 2486, + "n_pred": 2854, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8758111292608202, + "FN": 40366, + "FP": 6695, + "IoU": 0.7790604871270023, + "TN": 111565916, + "TP": 165943, + "n_pred": 172638, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7507762328119877, + "FN": 5044, + "FP": 33725, + "IoU": 0.6009941953810053, + "TN": 111681756, + "TP": 58395, + "n_pred": 92120, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8692386664505323, + "FN": 2592, + "FP": 2248, + "IoU": 0.7687198356190568, + "TN": 111757993, + "TP": 16087, + "n_pred": 18335, + "n_ref": 18679 + }, + "5": { + "Dice": 0.1597884334330851, + "FN": 24120, + "FP": 26, + "IoU": 0.08683155585810454, + "TN": 111752478, + "TP": 2296, + "n_pred": 2322, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9591445920755003, + "FN": 65499, + "FP": 34112, + "IoU": 0.9214964775828629, + "TN": 110510047, + "TP": 1169262, + "n_pred": 1203374, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.37603587793701865, + "FN": 165109, + "FP": 78091, + "IoU": 0.23155430149486703, + "TN": 111462437, + "TP": 73283, + "n_pred": 151374, + "n_ref": 238392 + }, + "8": { + "Dice": 0.6817481967967188, + "FN": 117178, + "FP": 32267, + "IoU": 0.5171608300782197, + "TN": 111469407, + "TP": 160068, + "n_pred": 192335, + "n_ref": 277246 + }, + "9": { + "Dice": 0.7237500164082907, + "FN": 25203, + "FP": 16887, + "IoU": 0.5670911073169729, + "TN": 111681694, + "TP": 55136, + "n_pred": 72023, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7488072550437012, + "FN": 51458, + "FP": 24990, + "IoU": 0.5984747418511087, + "TN": 198897481, + "TP": 113946, + "n_pred": 138936, + "n_ref": 165404 + }, + "10": { + "Dice": 0.637928898798464, + "FN": 27077, + "FP": 13845, + "IoU": 0.4683521280465624, + "TN": 199010903, + "TP": 36050, + "n_pred": 49895, + "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": 0.3507572056668295, + "FN": 2617, + "FP": 41, + "IoU": 0.2126777251184834, + "TN": 199084499, + "TP": 718, + "n_pred": 759, + "n_ref": 3335 + }, + "13": { + "Dice": 0.2524564419261051, + "FN": 29646, + "FP": 5579, + "IoU": 0.14446360478954653, + "TN": 199046702, + "TP": 5948, + "n_pred": 11527, + "n_ref": 35594 + }, + "14": { + "Dice": 0.4832320433290298, + "FN": 23929, + "FP": 25304, + "IoU": 0.3185932569340641, + "TN": 199015623, + "TP": 23019, + "n_pred": 48323, + "n_ref": 46948 + }, + "15": { + "Dice": 0.7274590808762379, + "FN": 57654, + "FP": 2973, + "IoU": 0.5716586947767046, + "TN": 198946336, + "TP": 80912, + "n_pred": 83885, + "n_ref": 138566 + }, + "2": { + "Dice": 0.8549060793855676, + "FN": 22943, + "FP": 13253, + "IoU": 0.746581624437272, + "TN": 198945044, + "TP": 106635, + "n_pred": 119888, + "n_ref": 129578 + }, + "3": { + "Dice": 0.8887454995383702, + "FN": 9359, + "FP": 23056, + "IoU": 0.7997677392255091, + "TN": 198925988, + "TP": 129472, + "n_pred": 152528, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7872328033082882, + "FN": 3604, + "FP": 3702, + "IoU": 0.6491211218903084, + "TN": 199067053, + "TP": 13516, + "n_pred": 17218, + "n_ref": 17120 + }, + "5": { + "Dice": 0.1756877418257579, + "FN": 18002, + "FP": 1385, + "IoU": 0.09630354728942339, + "TN": 199066422, + "TP": 2066, + "n_pred": 3451, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9081144077430524, + "FN": 76584, + "FP": 141652, + "IoU": 0.8316937362145821, + "TN": 197791215, + "TP": 1078424, + "n_pred": 1220076, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.6705377429941933, + "FN": 63216, + "FP": 28134, + "IoU": 0.5043676414736042, + "TN": 198903565, + "TP": 92960, + "n_pred": 121094, + "n_ref": 156176 + }, + "8": { + "Dice": 0.799996190494331, + "FN": 34355, + "FP": 7646, + "IoU": 0.6666613757033675, + "TN": 198961874, + "TP": 84000, + "n_pred": 91646, + "n_ref": 118355 + }, + "9": { + "Dice": 0.847293329222745, + "FN": 19575, + "FP": 10640, + "IoU": 0.7350467822411632, + "TN": 198973836, + "TP": 83824, + "n_pred": 94464, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8360921859703103, + "FN": 16986, + "FP": 48644, + "IoU": 0.7183491474944104, + "TN": 130842173, + "TP": 167389, + "n_pred": 216033, + "n_ref": 184375 + }, + "10": { + "Dice": 0.6630555394866239, + "FN": 19680, + "FP": 44391, + "IoU": 0.4959484549059098, + "TN": 130948080, + "TP": 63041, + "n_pred": 107432, + "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": 0.6282120784994036, + "FN": 1738, + "FP": 1691, + "IoU": 0.4579513120455264, + "TN": 131068866, + "TP": 2897, + "n_pred": 4588, + "n_ref": 4635 + }, + "13": { + "Dice": 0.3386634978107778, + "FN": 68926, + "FP": 13997, + "IoU": 0.2038500312034948, + "TN": 130971037, + "TP": 21232, + "n_pred": 35229, + "n_ref": 90158 + }, + "14": { + "Dice": 0.09675751924187487, + "FN": 31062, + "FP": 445981, + "IoU": 0.05083825115301814, + "TN": 130572598, + "TP": 25551, + "n_pred": 471532, + "n_ref": 56613 + }, + "15": { + "Dice": 0.35247699929228593, + "FN": 17618, + "FP": 18980, + "IoU": 0.21394359844498378, + "TN": 131028633, + "TP": 9961, + "n_pred": 28941, + "n_ref": 27579 + }, + "2": { + "Dice": 0.5616842807193027, + "FN": 96240, + "FP": 3671, + "IoU": 0.39051529034265253, + "TN": 130911265, + "TP": 64016, + "n_pred": 67687, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7145901877644949, + "FN": 15556, + "FP": 123847, + "IoU": 0.5559240181321814, + "TN": 130761275, + "TP": 174514, + "n_pred": 298361, + "n_ref": 190070 + }, + "4": { + "Dice": 0.6991927537985515, + "FN": 32631, + "FP": 2173, + "IoU": 0.5375068103597199, + "TN": 130999939, + "TP": 40449, + "n_pred": 42622, + "n_ref": 73080 + }, + "5": { + "Dice": 0.4338412600687497, + "FN": 10471, + "FP": 564, + "IoU": 0.2770097621699535, + "TN": 131059929, + "TP": 4228, + "n_pred": 4792, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7888179899782453, + "FN": 53297, + "FP": 704170, + "IoU": 0.6512794802525813, + "TN": 128903060, + "TP": 1414665, + "n_pred": 2118835, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.48624388830332765, + "FN": 434866, + "FP": 288480, + "IoU": 0.32121679611805365, + "TN": 130009541, + "TP": 342305, + "n_pred": 630785, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9172249671190925, + "FN": 9283, + "FP": 12178, + "IoU": 0.8471057599829017, + "TN": 130934827, + "TP": 118904, + "n_pred": 131082, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6087739795053823, + "FN": 31413, + "FP": 12454, + "IoU": 0.4375809325999718, + "TN": 130997195, + "TP": 34130, + "n_pred": 46584, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7707356498520467, + "FN": 11463, + "FP": 109946, + "IoU": 0.6269893450983766, + "TN": 101291716, + "TP": 204075, + "n_pred": 314021, + "n_ref": 215538 + }, + "10": { + "Dice": 0.4510804442948502, + "FN": 29071, + "FP": 11700, + "IoU": 0.29122264137823134, + "TN": 101559677, + "TP": 16752, + "n_pred": 28452, + "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": 0.34057315233785823, + "FN": 4361, + "FP": 11, + "IoU": 0.20523541174331938, + "TN": 101611699, + "TP": 1129, + "n_pred": 1140, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7236656662963639, + "FN": 16439, + "FP": 16893, + "IoU": 0.566987541733245, + "TN": 101540223, + "TP": 43645, + "n_pred": 60538, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8764557153100117, + "FN": 3707, + "FP": 12662, + "IoU": 0.7800811478933792, + "TN": 101542768, + "TP": 58063, + "n_pred": 70725, + "n_ref": 61770 + }, + "15": { + "Dice": 0.6173413652111489, + "FN": 13487, + "FP": 11033, + "IoU": 0.4464886340549448, + "TN": 101572901, + "TP": 19779, + "n_pred": 30812, + "n_ref": 33266 + }, + "2": { + "Dice": 0.26890906918389296, + "FN": 145337, + "FP": 1507, + "IoU": 0.15534081104400346, + "TN": 101443350, + "TP": 27006, + "n_pred": 28513, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6947286023277371, + "FN": 4346, + "FP": 143848, + "IoU": 0.5322483918414757, + "TN": 101300378, + "TP": 168628, + "n_pred": 312476, + "n_ref": 172974 + }, + "4": { + "Dice": 0.5049869179470029, + "FN": 3378, + "FP": 21785, + "IoU": 0.33778093583872837, + "TN": 101579202, + "TP": 12835, + "n_pred": 34620, + "n_ref": 16213 + }, + "5": { + "Dice": 0.4131457774629358, + "FN": 22206, + "FP": 990, + "IoU": 0.2603552182647237, + "TN": 101585839, + "TP": 8165, + "n_pred": 9155, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8629266737891619, + "FN": 249054, + "FP": 159071, + "IoU": 0.7589015183961464, + "TN": 99924427, + "TP": 1284648, + "n_pred": 1443719, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.80448619653128, + "FN": 64520, + "FP": 112071, + "IoU": 0.6729208765278207, + "TN": 101077297, + "TP": 363312, + "n_pred": 475383, + "n_ref": 427832 + }, + "8": { + "Dice": 0.6897015530754033, + "FN": 100161, + "FP": 18418, + "IoU": 0.5263698165056997, + "TN": 101366838, + "TP": 131783, + "n_pred": 150201, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8303551345812611, + "FN": 14548, + "FP": 12604, + "IoU": 0.7099207281895686, + "TN": 101523598, + "TP": 66450, + "n_pred": 79054, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9305928046096174, + "FN": 25778, + "FP": 1939, + "IoU": 0.8701950095537822, + "TN": 118968684, + "TP": 185811, + "n_pred": 187750, + "n_ref": 211589 + }, + "10": { + "Dice": 0.6694748916645424, + "FN": 28221, + "FP": 23645, + "IoU": 0.5031659210866629, + "TN": 119077819, + "TP": 52527, + "n_pred": 76172, + "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": 1359, + "IoU": 0.0, + "TN": 119176718, + "TP": 0, + "n_pred": 1359, + "n_ref": 4135 + }, + "13": { + "Dice": 0.46213575164452, + "FN": 17303, + "FP": 19410, + "IoU": 0.3005049061636658, + "TN": 119129727, + "TP": 15772, + "n_pred": 35182, + "n_ref": 33075 + }, + "14": { + "Dice": 0.19315332237614463, + "FN": 55584, + "FP": 30325, + "IoU": 0.10690078176979374, + "TN": 119086020, + "TP": 10283, + "n_pred": 40608, + "n_ref": 65867 + }, + "15": { + "Dice": 0.11743209982695801, + "FN": 15257, + "FP": 66858, + "IoU": 0.06237867957706273, + "TN": 119094634, + "TP": 5463, + "n_pred": 72321, + "n_ref": 20720 + }, + "2": { + "Dice": 0.8346457957913733, + "FN": 37628, + "FP": 24127, + "IoU": 0.7162164025127176, + "TN": 118964599, + "TP": 155858, + "n_pred": 179985, + "n_ref": 193486 + }, + "3": { + "Dice": 0.8731807951987997, + "FN": 34047, + "FP": 13287, + "IoU": 0.774907626244133, + "TN": 118971925, + "TP": 162953, + "n_pred": 176240, + "n_ref": 197000 + }, + "4": { + "Dice": 0.6853366620163007, + "FN": 20003, + "FP": 1424, + "IoU": 0.5213020263175532, + "TN": 119137451, + "TP": 23334, + "n_pred": 24758, + "n_ref": 43337 + }, + "5": { + "Dice": 0.27889820359281436, + "FN": 14811, + "FP": 242, + "IoU": 0.16204631485192608, + "TN": 119164248, + "TP": 2911, + "n_pred": 3153, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9057591680687814, + "FN": 93775, + "FP": 248565, + "IoU": 0.8277512058019375, + "TN": 117194738, + "TP": 1645134, + "n_pred": 1893699, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.5157625309226858, + "FN": 177328, + "FP": 48562, + "IoU": 0.34749326955295967, + "TN": 118836024, + "TP": 120298, + "n_pred": 168860, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9131825451222298, + "FN": 10218, + "FP": 3462, + "IoU": 0.840235442505781, + "TN": 119096586, + "TP": 71946, + "n_pred": 75408, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8159794403966604, + "FN": 24877, + "FP": 2476, + "IoU": 0.6891598577224224, + "TN": 119094215, + "TP": 60644, + "n_pred": 63120, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 33004, + "IoU": 0.0, + "TN": 61299476, + "TP": 0, + "n_pred": 33004, + "n_ref": 0 + }, + "10": { + "Dice": 0.5364087223490515, + "FN": 17393, + "FP": 12052, + "IoU": 0.36650172117039587, + "TN": 61286000, + "TP": 17035, + "n_pred": 29087, + "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": 0.12180974477958237, + "FN": 4535, + "FP": 7, + "IoU": 0.06485484867201977, + "TN": 61327623, + "TP": 315, + "n_pred": 322, + "n_ref": 4850 + }, + "13": { + "Dice": 0.3944513647852746, + "FN": 36388, + "FP": 13683, + "IoU": 0.24568010967324003, + "TN": 61266101, + "TP": 16308, + "n_pred": 29991, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9228700865446845, + "FN": 21743, + "FP": 19850, + "IoU": 0.8567862381467224, + "TN": 61042054, + "TP": 248833, + "n_pred": 268683, + "n_ref": 270576 + }, + "15": { + "Dice": 0.42123345064521533, + "FN": 63039, + "FP": 33659, + "IoU": 0.26681174035348443, + "TN": 61200593, + "TP": 35189, + "n_pred": 68848, + "n_ref": 98228 + }, + "2": { + "Dice": 0.5158491327501952, + "FN": 102145, + "FP": 8223, + "IoU": 0.34757189726007154, + "TN": 61163315, + "TP": 58797, + "n_pred": 67020, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7008284547881574, + "FN": 11566, + "FP": 88392, + "IoU": 0.5394425835226252, + "TN": 61115443, + "TP": 117079, + "n_pred": 205471, + "n_ref": 128645 + }, + "4": { + "Dice": 0.8404096161782914, + "FN": 9608, + "FP": 2766, + "IoU": 0.7247469691914137, + "TN": 61287525, + "TP": 32581, + "n_pred": 35347, + "n_ref": 42189 + }, + "5": { + "Dice": 0.40467857800699947, + "FN": 6375, + "FP": 89, + "IoU": 0.25366585844590694, + "TN": 61323819, + "TP": 2197, + "n_pred": 2286, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9408160287115868, + "FN": 32740, + "FP": 114884, + "IoU": 0.8882460971979766, + "TN": 60011506, + "TP": 1173350, + "n_pred": 1288234, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.3803125506799306, + "FN": 149118, + "FP": 30473, + "IoU": 0.2348061354921176, + "TN": 61097780, + "TP": 55109, + "n_pred": 85582, + "n_ref": 204227 + }, + "8": { + "Dice": 0.7740656478833057, + "FN": 29306, + "FP": 1579, + "IoU": 0.6314087263700592, + "TN": 61248688, + "TP": 52907, + "n_pred": 54486, + "n_ref": 82213 + }, + "9": { + "Dice": 0.7704687156165188, + "FN": 10855, + "FP": 20437, + "IoU": 0.6266361217501283, + "TN": 61248669, + "TP": 52519, + "n_pred": 72956, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9423381330614903, + "FN": 10765, + "FP": 9598, + "IoU": 0.8909635134990416, + "TN": 148920746, + "TP": 166391, + "n_pred": 175989, + "n_ref": 177156 + }, + "10": { + "Dice": 0.6569087992667277, + "FN": 26934, + "FP": 20978, + "IoU": 0.4891021539773939, + "TN": 149013720, + "TP": 45868, + "n_pred": 66846, + "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": 0.20244190626230799, + "FN": 1840, + "FP": 185, + "IoU": 0.1126205083260298, + "TN": 149105218, + "TP": 257, + "n_pred": 442, + "n_ref": 2097 + }, + "13": { + "Dice": 0.3151621745516461, + "FN": 67523, + "FP": 5680, + "IoU": 0.18705786977911534, + "TN": 149017453, + "TP": 16844, + "n_pred": 22524, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8434897061134685, + "FN": 7192, + "FP": 24676, + "IoU": 0.7293404222792207, + "TN": 148989758, + "TP": 85874, + "n_pred": 110550, + "n_ref": 93066 + }, + "15": { + "Dice": 0.5406021155410903, + "FN": 18111, + "FP": 15765, + "IoU": 0.37042818911685993, + "TN": 149053692, + "TP": 19932, + "n_pred": 35697, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9339539378321791, + "FN": 12031, + "FP": 8473, + "IoU": 0.8760915414226751, + "TN": 148942023, + "TP": 144973, + "n_pred": 153446, + "n_ref": 157004 + }, + "3": { + "Dice": 0.5787690956122797, + "FN": 30440, + "FP": 12713, + "IoU": 0.40723086855588675, + "TN": 149034701, + "TP": 29646, + "n_pred": 42359, + "n_ref": 60086 + }, + "4": { + "Dice": 0.8969489477394019, + "FN": 3564, + "FP": 1553, + "IoU": 0.8131527057620682, + "TN": 149080114, + "TP": 22269, + "n_pred": 23822, + "n_ref": 25833 + }, + "5": { + "Dice": 0.0, + "FN": 33716, + "FP": 139, + "IoU": 0.0, + "TN": 149073645, + "TP": 0, + "n_pred": 139, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9590267227695011, + "FN": 50896, + "FP": 39265, + "IoU": 0.9212789067179361, + "TN": 147962178, + "TP": 1055161, + "n_pred": 1094426, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.484118872858072, + "FN": 183948, + "FP": 10387, + "IoU": 0.31936466797422247, + "TN": 148821980, + "TP": 91185, + "n_pred": 101572, + "n_ref": 275133 + }, + "8": { + "Dice": 0.728911257583475, + "FN": 84529, + "FP": 22981, + "IoU": 0.5734542626801244, + "TN": 148855452, + "TP": 144538, + "n_pred": 167519, + "n_ref": 229067 + }, + "9": { + "Dice": 0.761421787838274, + "FN": 29681, + "FP": 6544, + "IoU": 0.6147547085535621, + "TN": 149013469, + "TP": 57806, + "n_pred": 64350, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3599975731968931, + "FN": 399397, + "FP": 12010, + "IoU": 0.21951039054170446, + "TN": 100185686, + "TP": 115707, + "n_pred": 127717, + "n_ref": 515104 + }, + "10": { + "Dice": 0.017757456536764315, + "FN": 37970, + "FP": 17455, + "IoU": 0.008958266280442013, + "TN": 100656874, + "TP": 501, + "n_pred": 17956, + "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": 0.15418697385910501, + "FN": 5351, + "FP": 376, + "IoU": 0.08353336533845415, + "TN": 100706551, + "TP": 522, + "n_pred": 898, + "n_ref": 5873 + }, + "13": { + "Dice": 0.01510970963079753, + "FN": 38810, + "FP": 6166, + "IoU": 0.007612365128748262, + "TN": 100667479, + "TP": 345, + "n_pred": 6511, + "n_ref": 39155 + }, + "14": { + "Dice": 0.5042673405070839, + "FN": 20689, + "FP": 241214, + "IoU": 0.3371373469093339, + "TN": 100317691, + "TP": 133206, + "n_pred": 374420, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8582872814252722, + "FN": 12019, + "FP": 15471, + "IoU": 0.7517541562440738, + "TN": 100602063, + "TP": 83247, + "n_pred": 98718, + "n_ref": 95266 + }, + "2": { + "Dice": 0.02771837924242616, + "FN": 229870, + "FP": 657, + "IoU": 0.014053966203761125, + "TN": 100478987, + "TP": 3286, + "n_pred": 3943, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6329774630419768, + "FN": 35613, + "FP": 182790, + "IoU": 0.4630336705717482, + "TN": 100306065, + "TP": 188332, + "n_pred": 371122, + "n_ref": 223945 + }, + "4": { + "Dice": 0.27228589097511874, + "FN": 47305, + "FP": 8002, + "IoU": 0.15759892771194445, + "TN": 100647146, + "TP": 10347, + "n_pred": 18349, + "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": 0.45554495881039075, + "FN": 1286846, + "FP": 604489, + "IoU": 0.29495514382827837, + "TN": 98030226, + "TP": 791239, + "n_pred": 1395728, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.456805125939019, + "FN": 89598, + "FP": 107082, + "IoU": 0.2960125993270814, + "TN": 100433420, + "TP": 82700, + "n_pred": 189782, + "n_ref": 172298 + }, + "8": { + "Dice": 0.8655230303147251, + "FN": 16292, + "FP": 11584, + "IoU": 0.7629269288338549, + "TN": 100595216, + "TP": 89708, + "n_pred": 101292, + "n_ref": 106000 + }, + "9": { + "Dice": 0.6556274256144891, + "FN": 46107, + "FP": 12457, + "IoU": 0.48768283294842185, + "TN": 100598488, + "TP": 55748, + "n_pred": 68205, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.851226171032082, + "FN": 6434, + "FP": 18524, + "IoU": 0.7409867369600863, + "TN": 78854342, + "TP": 71400, + "n_pred": 89924, + "n_ref": 77834 + }, + "10": { + "Dice": 0.4919306031874117, + "FN": 24313, + "FP": 5909, + "IoU": 0.3261989164604374, + "TN": 78905847, + "TP": 14631, + "n_pred": 20540, + "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": 0.2518518518518518, + "FN": 2186, + "FP": 36, + "IoU": 0.1440677966101695, + "TN": 78948104, + "TP": 374, + "n_pred": 410, + "n_ref": 2560 + }, + "13": { + "Dice": 0.21153179190751445, + "FN": 52086, + "FP": 2476, + "IoU": 0.11827539955721465, + "TN": 78888819, + "TP": 7319, + "n_pred": 9795, + "n_ref": 59405 + }, + "14": { + "Dice": 0.01979270520378189, + "FN": 25790, + "FP": 120701, + "IoU": 0.009995269311346894, + "TN": 78802730, + "TP": 1479, + "n_pred": 122180, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8462248969214509, + "FN": 14685, + "FP": 1464, + "IoU": 0.7334400739481373, + "TN": 78890117, + "TP": 44434, + "n_pred": 45898, + "n_ref": 59119 + }, + "2": { + "Dice": 0.839996836765819, + "FN": 25767, + "FP": 2559, + "IoU": 0.7241332294507207, + "TN": 78848020, + "TP": 74354, + "n_pred": 76913, + "n_ref": 100121 + }, + "3": { + "Dice": 0.8944339801966511, + "FN": 7037, + "FP": 11290, + "IoU": 0.8090281034105474, + "TN": 78854733, + "TP": 77640, + "n_pred": 88930, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8365850283658502, + "FN": 2013, + "FP": 3892, + "IoU": 0.7190770694576594, + "TN": 78929680, + "TP": 15115, + "n_pred": 19007, + "n_ref": 17128 + }, + "5": { + "Dice": 0.0415717379686665, + "FN": 34059, + "FP": 16, + "IoU": 0.02122709254897455, + "TN": 78915886, + "TP": 739, + "n_pred": 755, + "n_ref": 34798 + }, + "6": { + "Dice": 0.8889555777408245, + "FN": 113167, + "FP": 35213, + "IoU": 0.8001080424248385, + "TN": 78208399, + "TP": 593921, + "n_pred": 629134, + "n_ref": 707088 + }, + "7": { + "Dice": 0.04427185282302031, + "FN": 704263, + "FP": 23243, + "IoU": 0.022637017771066532, + "TN": 78206344, + "TP": 16850, + "n_pred": 40093, + "n_ref": 721113 + }, + "8": { + "Dice": 0.5979116808937855, + "FN": 188324, + "FP": 3717, + "IoU": 0.42644366460091093, + "TN": 78615875, + "TP": 142784, + "n_pred": 146501, + "n_ref": 331108 + }, + "9": { + "Dice": 0.3737558568299648, + "FN": 43567, + "FP": 1609, + "IoU": 0.22982764205465672, + "TN": 78892043, + "TP": 13481, + "n_pred": 15090, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8292820316692312, + "FN": 8343, + "FP": 49240, + "IoU": 0.7083533815165036, + "TN": 104806999, + "TP": 139858, + "n_pred": 189098, + "n_ref": 148201 + }, + "10": { + "Dice": 0.4809808436939839, + "FN": 49534, + "FP": 31829, + "IoU": 0.31663909022954234, + "TN": 104885377, + "TP": 37700, + "n_pred": 69529, + "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": 0.3413770913770914, + "FN": 3772, + "FP": 322, + "IoU": 0.205819592628516, + "TN": 104999285, + "TP": 1061, + "n_pred": 1383, + "n_ref": 4833 + }, + "13": { + "Dice": 0.5524609563811524, + "FN": 44672, + "FP": 9030, + "IoU": 0.38165530582166546, + "TN": 104917592, + "TP": 33146, + "n_pred": 42176, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9066246597372809, + "FN": 1305, + "FP": 12862, + "IoU": 0.8291980131172839, + "TN": 104921496, + "TP": 68777, + "n_pred": 81639, + "n_ref": 70082 + }, + "15": { + "Dice": 0.2869419408928946, + "FN": 18884, + "FP": 8332, + "IoU": 0.16750275296708675, + "TN": 104971748, + "TP": 5476, + "n_pred": 13808, + "n_ref": 24360 + }, + "2": { + "Dice": 0.7672850096121951, + "FN": 63187, + "FP": 2060, + "IoU": 0.6224350442682716, + "TN": 104831630, + "TP": 107563, + "n_pred": 109623, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8126549429920217, + "FN": 6359, + "FP": 61503, + "IoU": 0.6844303079341164, + "TN": 104789394, + "TP": 147184, + "n_pred": 208687, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6069, + "IoU": 0.0, + "TN": 104998371, + "TP": 0, + "n_pred": 6069, + "n_ref": 0 + }, + "5": { + "Dice": 0.24064822409464867, + "FN": 25239, + "FP": 5312, + "IoU": 0.13678232368896925, + "TN": 104969048, + "TP": 4841, + "n_pred": 10153, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9036129758641923, + "FN": 38433, + "FP": 217025, + "IoU": 0.8241733584693203, + "TN": 103551543, + "TP": 1197439, + "n_pred": 1414464, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.7011811987258595, + "FN": 25264, + "FP": 149317, + "IoU": 0.5398606780545533, + "TN": 104625031, + "TP": 204828, + "n_pred": 354145, + "n_ref": 230092 + }, + "8": { + "Dice": 0.7312307425065477, + "FN": 149386, + "FP": 9981, + "IoU": 0.5763307537504088, + "TN": 104628281, + "TP": 216792, + "n_pred": 226773, + "n_ref": 366178 + }, + "9": { + "Dice": 0.8018468517118479, + "FN": 19311, + "FP": 17383, + "IoU": 0.6692356923298809, + "TN": 104893503, + "TP": 74243, + "n_pred": 91626, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6393653764975138, + "FN": 181082, + "FP": 86321, + "IoU": 0.469902327526906, + "TN": 177171847, + "TP": 237038, + "n_pred": 323359, + "n_ref": 418120 + }, + "10": { + "Dice": 0.05932013865593201, + "FN": 68778, + "FP": 32172, + "IoU": 0.030566679150701506, + "TN": 177572155, + "TP": 3183, + "n_pred": 35355, + "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": 0.5130131473034613, + "FN": 3286, + "FP": 344, + "IoU": 0.3450018044027427, + "TN": 177670746, + "TP": 1912, + "n_pred": 2256, + "n_ref": 5198 + }, + "13": { + "Dice": 0.5823575331772053, + "FN": 39410, + "FP": 14625, + "IoU": 0.4107929515418502, + "TN": 177584580, + "TP": 37673, + "n_pred": 52298, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8853033979833157, + "FN": 4558, + "FP": 14017, + "IoU": 0.7942101881190312, + "TN": 177586026, + "TP": 71687, + "n_pred": 85704, + "n_ref": 76245 + }, + "15": { + "Dice": 0.164682898108562, + "FN": 10862, + "FP": 113987, + "IoU": 0.08972994254717256, + "TN": 177539132, + "TP": 12307, + "n_pred": 126294, + "n_ref": 23169 + }, + "2": { + "Dice": 0.6399983151763499, + "FN": 108005, + "FP": 11652, + "IoU": 0.47058641347149344, + "TN": 177450270, + "TP": 106361, + "n_pred": 118013, + "n_ref": 214366 + }, + "3": { + "Dice": 0.774002360171996, + "FN": 16510, + "FP": 94757, + "IoU": 0.631324510771963, + "TN": 177374486, + "TP": 190535, + "n_pred": 285292, + "n_ref": 207045 + }, + "4": { + "Dice": 0.7150380951136319, + "FN": 7076, + "FP": 14729, + "IoU": 0.556466376469631, + "TN": 177627126, + "TP": 27357, + "n_pred": 42086, + "n_ref": 34433 + }, + "5": { + "Dice": 0.37863673129243364, + "FN": 23457, + "FP": 1894, + "IoU": 0.23352985638699925, + "TN": 177643213, + "TP": 7724, + "n_pred": 9618, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8492217393946523, + "FN": 177547, + "FP": 400556, + "IoU": 0.7379542770889097, + "TN": 175470173, + "TP": 1628012, + "n_pred": 2028568, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.7776039748605627, + "FN": 48292, + "FP": 134689, + "IoU": 0.6361309746339058, + "TN": 177173412, + "TP": 319895, + "n_pred": 454584, + "n_ref": 368187 + }, + "8": { + "Dice": 0.7276177142436077, + "FN": 61202, + "FP": 42300, + "IoU": 0.5718546402200666, + "TN": 177434543, + "TP": 138243, + "n_pred": 180543, + "n_ref": 199445 + }, + "9": { + "Dice": 0.8544082430655442, + "FN": 24441, + "FP": 13314, + "IoU": 0.7458226177813085, + "TN": 177527750, + "TP": 110783, + "n_pred": 124097, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9196975073183713, + "FN": 21178, + "FP": 7790, + "IoU": 0.8513333196477326, + "TN": 193810683, + "TP": 165884, + "n_pred": 173674, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8172347750999125, + "FN": 13226, + "FP": 19792, + "IoU": 0.6909526572942212, + "TN": 193898697, + "TP": 73820, + "n_pred": 93612, + "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": 0.4518348623853211, + "FN": 2768, + "FP": 100, + "IoU": 0.29185185185185186, + "TN": 194001485, + "TP": 1182, + "n_pred": 1282, + "n_ref": 3950 + }, + "13": { + "Dice": 0.5173256649892164, + "FN": 41691, + "FP": 5307, + "IoU": 0.3489138867339022, + "TN": 193933351, + "TP": 25186, + "n_pred": 30493, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7213454600884102, + "FN": 4918, + "FP": 49924, + "IoU": 0.5641441355522706, + "TN": 193879709, + "TP": 70984, + "n_pred": 120908, + "n_ref": 75902 + }, + "15": { + "Dice": 0.2913605627273735, + "FN": 6510, + "FP": 63809, + "IoU": 0.17052196992037746, + "TN": 193920760, + "TP": 14456, + "n_pred": 78265, + "n_ref": 20966 + }, + "2": { + "Dice": 0.8529878845316462, + "FN": 5693, + "FP": 40223, + "IoU": 0.7436607451904289, + "TN": 193826413, + "TP": 133206, + "n_pred": 173429, + "n_ref": 138899 + }, + "3": { + "Dice": 0.6748591778382728, + "FN": 55722, + "FP": 20240, + "IoU": 0.5092735553473949, + "TN": 193850740, + "TP": 78833, + "n_pred": 99073, + "n_ref": 134555 + }, + "4": { + "Dice": 0.89039070749736, + "FN": 2057, + "FP": 2614, + "IoU": 0.8024362390559574, + "TN": 193981892, + "TP": 18972, + "n_pred": 21586, + "n_ref": 21029 + }, + "5": { + "Dice": 0.05682788051209104, + "FN": 26471, + "FP": 51, + "IoU": 0.029244903188023863, + "TN": 193978214, + "TP": 799, + "n_pred": 850, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9421173756724366, + "FN": 78277, + "FP": 82314, + "IoU": 0.8905689100161635, + "TN": 192538027, + "TP": 1306917, + "n_pred": 1389231, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.5712299197538919, + "FN": 188465, + "FP": 11958, + "IoU": 0.3998053484263169, + "TN": 193671605, + "TP": 133507, + "n_pred": 145465, + "n_ref": 321972 + }, + "8": { + "Dice": 0.6863947152290601, + "FN": 106429, + "FP": 16906, + "IoU": 0.5225273704260031, + "TN": 193747227, + "TP": 134973, + "n_pred": 151879, + "n_ref": 241402 + }, + "9": { + "Dice": 0.6658584534731323, + "FN": 47612, + "FP": 3378, + "IoU": 0.4990913109681222, + "TN": 193903740, + "TP": 50805, + "n_pred": 54183, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9296837218299642, + "FN": 3915, + "FP": 12806, + "IoU": 0.868606542562805, + "TN": 99528541, + "TP": 110538, + "n_pred": 123344, + "n_ref": 114453 + }, + "10": { + "Dice": 0.7140414377348991, + "FN": 30553, + "FP": 2392, + "IoU": 0.5552600672273446, + "TN": 99581723, + "TP": 41132, + "n_pred": 43524, + "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": 0.13607188703465983, + "FN": 3303, + "FP": 62, + "IoU": 0.07300275482093664, + "TN": 99652170, + "TP": 265, + "n_pred": 327, + "n_ref": 3568 + }, + "13": { + "Dice": 0.43370191476055514, + "FN": 29134, + "FP": 13425, + "IoU": 0.2768961533233655, + "TN": 99596944, + "TP": 16297, + "n_pred": 29722, + "n_ref": 45431 + }, + "14": { + "Dice": 0.20073817480607642, + "FN": 42637, + "FP": 48964, + "IoU": 0.11156696151458721, + "TN": 99552696, + "TP": 11503, + "n_pred": 60467, + "n_ref": 54140 + }, + "15": { + "Dice": 0.4021357901900225, + "FN": 26424, + "FP": 7839, + "IoU": 0.25167081640676187, + "TN": 99610014, + "TP": 11523, + "n_pred": 19362, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9198844064270026, + "FN": 15278, + "FP": 2049, + "IoU": 0.8516536673487385, + "TN": 99538999, + "TP": 99474, + "n_pred": 101523, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9469320200881086, + "FN": 7093, + "FP": 5989, + "IoU": 0.8992126226906424, + "TN": 99526002, + "TP": 116716, + "n_pred": 122705, + "n_ref": 123809 + }, + "4": { + "Dice": 0.7734932155254023, + "FN": 6650, + "FP": 528, + "IoU": 0.6306473191314191, + "TN": 99636366, + "TP": 12256, + "n_pred": 12784, + "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": 0.9583300742695836, + "FN": 61510, + "FP": 50899, + "IoU": 0.9199939929124908, + "TN": 98250793, + "TP": 1292598, + "n_pred": 1343497, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.7550221364727693, + "FN": 26876, + "FP": 64037, + "IoU": 0.6064542660490888, + "TN": 99424790, + "TP": 140097, + "n_pred": 204134, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9316109499180018, + "FN": 8611, + "FP": 4942, + "IoU": 0.8719772538351092, + "TN": 99549936, + "TP": 92311, + "n_pred": 97253, + "n_ref": 100922 + }, + "9": { + "Dice": 0.8915579765308251, + "FN": 16480, + "FP": 2751, + "IoU": 0.8043343338251004, + "TN": 99557515, + "TP": 79054, + "n_pred": 81805, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8136088843430329, + "FN": 131121, + "FP": 13572, + "IoU": 0.6857847075940846, + "TN": 62623030, + "TP": 315797, + "n_pred": 329369, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8571407772997605, + "FN": 11971, + "FP": 7654, + "IoU": 0.7499968152460541, + "TN": 63005021, + "TP": 58874, + "n_pred": 66528, + "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": 0.6339748334566987, + "FN": 1789, + "FP": 189, + "IoU": 0.4641018694120834, + "TN": 63079829, + "TP": 1713, + "n_pred": 1902, + "n_ref": 3502 + }, + "13": { + "Dice": 0.42941740626284464, + "FN": 31551, + "FP": 5930, + "IoU": 0.27341281380246196, + "TN": 63031935, + "TP": 14104, + "n_pred": 20034, + "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": 0.850939795754318, + "FN": 2234, + "FP": 40416, + "IoU": 0.7405528384066964, + "TN": 62919132, + "TP": 121738, + "n_pred": 162154, + "n_ref": 123972 + }, + "3": { + "Dice": 0.7642351942037447, + "FN": 41201, + "FP": 12100, + "IoU": 0.6184309430234306, + "TN": 62943831, + "TP": 86388, + "n_pred": 98488, + "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": 0.1635141472565265, + "FN": 15385, + "FP": 668, + "IoU": 0.08903643173306094, + "TN": 63065898, + "TP": 1569, + "n_pred": 2237, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8634815188235354, + "FN": 190167, + "FP": 106908, + "IoU": 0.7597602090286331, + "TN": 61846943, + "TP": 939502, + "n_pred": 1046410, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.6550841460788235, + "FN": 50196, + "FP": 61912, + "IoU": 0.4870818826091532, + "TN": 62864951, + "TP": 106461, + "n_pred": 168373, + "n_ref": 156657 + }, + "8": { + "Dice": 0.8841066178429406, + "FN": 20693, + "FP": 3234, + "IoU": 0.7922859226335163, + "TN": 62968328, + "TP": 91265, + "n_pred": 94499, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8455516553448319, + "FN": 9406, + "FP": 2826, + "IoU": 0.7324291807940501, + "TN": 63037805, + "TP": 33483, + "n_pred": 36309, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8744497264965262, + "FN": 41446, + "FP": 36385, + "IoU": 0.7769086348978861, + "TN": 109259943, + "TP": 271044, + "n_pred": 307429, + "n_ref": 312490 + }, + "10": { + "Dice": 0.4916953759113516, + "FN": 48037, + "FP": 34440, + "IoU": 0.32599208943514646, + "TN": 109486450, + "TP": 39891, + "n_pred": 74331, + "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": 0.08114446529080675, + "FN": 3908, + "FP": 10, + "IoU": 0.042287949156685406, + "TN": 109604727, + "TP": 173, + "n_pred": 183, + "n_ref": 4081 + }, + "13": { + "Dice": 0.24789230681845845, + "FN": 65504, + "FP": 27185, + "IoU": 0.14148234596717424, + "TN": 109500854, + "TP": 15275, + "n_pred": 42460, + "n_ref": 80779 + }, + "14": { + "Dice": 0.5364416236574139, + "FN": 20001, + "FP": 112929, + "IoU": 0.3665324406109271, + "TN": 109398973, + "TP": 76915, + "n_pred": 189844, + "n_ref": 96916 + }, + "15": { + "Dice": 0.7996861197677286, + "FN": 14370, + "FP": 30303, + "IoU": 0.6662308358985087, + "TN": 109474974, + "TP": 89171, + "n_pred": 119474, + "n_ref": 103541 + }, + "2": { + "Dice": 0.5128460079476693, + "FN": 138757, + "FP": 4306, + "IoU": 0.34485064135148624, + "TN": 109390451, + "TP": 75304, + "n_pred": 79610, + "n_ref": 214061 + }, + "3": { + "Dice": 0.7711760588029402, + "FN": 16549, + "FP": 119431, + "IoU": 0.6275724560279142, + "TN": 109243700, + "TP": 229138, + "n_pred": 348569, + "n_ref": 245687 + }, + "4": { + "Dice": 0.6503412489455791, + "FN": 24848, + "FP": 2510, + "IoU": 0.4818560606060606, + "TN": 109556018, + "TP": 25442, + "n_pred": 27952, + "n_ref": 50290 + }, + "5": { + "Dice": 0.007920792079207921, + "FN": 10510, + "FP": 11, + "IoU": 0.003976143141153081, + "TN": 109598255, + "TP": 42, + "n_pred": 53, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8231848657981716, + "FN": 54749, + "FP": 458917, + "IoU": 0.6995022768435881, + "TN": 107899434, + "TP": 1195718, + "n_pred": 1654635, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.5801144747388067, + "FN": 685885, + "FP": 55404, + "IoU": 0.40856425706015453, + "TN": 108355446, + "TP": 512083, + "n_pred": 567487, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9111446276927112, + "FN": 6051, + "FP": 10209, + "IoU": 0.8367912312927218, + "TN": 109509191, + "TP": 83367, + "n_pred": 93576, + "n_ref": 89418 + }, + "9": { + "Dice": 0.5719815791230061, + "FN": 20921, + "FP": 30383, + "IoU": 0.40054215741260046, + "TN": 109523234, + "TP": 34280, + "n_pred": 64663, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9019585272401375, + "FN": 3927, + "FP": 7997, + "IoU": 0.8214248274002965, + "TN": 67000579, + "TP": 54849, + "n_pred": 62846, + "n_ref": 58776 + }, + "10": { + "Dice": 0.391180894905961, + "FN": 56822, + "FP": 11577, + "IoU": 0.24314784282916357, + "TN": 66976979, + "TP": 21974, + "n_pred": 33551, + "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": 0.5384995877988459, + "FN": 1678, + "FP": 1121, + "IoU": 0.36845667870036103, + "TN": 67062920, + "TP": 1633, + "n_pred": 2754, + "n_ref": 3311 + }, + "13": { + "Dice": 0.2080823239361132, + "FN": 33358, + "FP": 3581, + "IoU": 0.11612270290964778, + "TN": 67025560, + "TP": 4853, + "n_pred": 8434, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7638092160189599, + "FN": 18754, + "FP": 16326, + "IoU": 0.6178732489488247, + "TN": 66975550, + "TP": 56722, + "n_pred": 73048, + "n_ref": 75476 + }, + "15": { + "Dice": 0.0, + "FN": 31362, + "FP": 63418, + "IoU": 0.0, + "TN": 66972572, + "TP": 0, + "n_pred": 63418, + "n_ref": 31362 + }, + "2": { + "Dice": 0.8913066999318996, + "FN": 5995, + "FP": 28161, + "IoU": 0.8039253956681726, + "TN": 66893153, + "TP": 140043, + "n_pred": 168204, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9042906034858675, + "FN": 23502, + "FP": 5470, + "IoU": 0.8253014954172696, + "TN": 66901512, + "TP": 136868, + "n_pred": 142338, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 102, + "IoU": 0.0, + "TN": 67054211, + "TP": 0, + "n_pred": 102, + "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": 0.9175502500284096, + "FN": 98837, + "FP": 77470, + "IoU": 0.8476608267981875, + "TN": 65910020, + "TP": 981025, + "n_pred": 1058495, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.2214701205744107, + "FN": 307178, + "FP": 5204, + "IoU": 0.12452426194039472, + "TN": 66710538, + "TP": 44432, + "n_pred": 49636, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8732835502944952, + "FN": 9875, + "FP": 12134, + "IoU": 0.7750694955441092, + "TN": 66969504, + "TP": 75839, + "n_pred": 87973, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8054172330820508, + "FN": 21947, + "FP": 4820, + "IoU": 0.674224721289129, + "TN": 66985188, + "TP": 55397, + "n_pred": 60217, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5720494682784114, + "FN": 102299, + "FP": 14282, + "IoU": 0.4006087434896837, + "TN": 74324781, + "TP": 77918, + "n_pred": 92200, + "n_ref": 180217 + }, + "10": { + "Dice": 0.594276933300108, + "FN": 27531, + "FP": 11545, + "IoU": 0.4227553402074039, + "TN": 74451586, + "TP": 28618, + "n_pred": 40163, + "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": 0.22304020060116053, + "FN": 35952, + "FP": 12385, + "IoU": 0.12551786521935776, + "TN": 74464005, + "TP": 6938, + "n_pred": 19323, + "n_ref": 42890 + }, + "14": { + "Dice": 0.3577247815138498, + "FN": 19850, + "FP": 23510, + "IoU": 0.21782267520519527, + "TN": 74463845, + "TP": 12075, + "n_pred": 35585, + "n_ref": 31925 + }, + "15": { + "Dice": 0.04979146615335258, + "FN": 29583, + "FP": 35, + "IoU": 0.02553135487267224, + "TN": 74488886, + "TP": 776, + "n_pred": 811, + "n_ref": 30359 + }, + "2": { + "Dice": 0.7684356606211418, + "FN": 4415, + "FP": 77848, + "IoU": 0.6239508859185576, + "TN": 74300524, + "TP": 136493, + "n_pred": 214341, + "n_ref": 140908 + }, + "3": { + "Dice": 0.5258427430602188, + "FN": 79291, + "FP": 58400, + "IoU": 0.3567073598048972, + "TN": 74305239, + "TP": 76350, + "n_pred": 134750, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 3850, + "IoU": 0.0, + "TN": 74502152, + "TP": 0, + "n_pred": 3850, + "n_ref": 13278 + }, + "5": { + "Dice": 0.25388141357385774, + "FN": 8437, + "FP": 1655, + "IoU": 0.14539757811838427, + "TN": 74507471, + "TP": 1717, + "n_pred": 3372, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9224520348090828, + "FN": 141902, + "FP": 104253, + "IoU": 0.8560658686276161, + "TN": 72809088, + "TP": 1464037, + "n_pred": 1568290, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.504073698511074, + "FN": 102816, + "FP": 23853, + "IoU": 0.3369642595423044, + "TN": 74328236, + "TP": 64375, + "n_pred": 88228, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9504348298306452, + "FN": 3123, + "FP": 3266, + "IoU": 0.9055510385098677, + "TN": 74451635, + "TP": 61256, + "n_pred": 64522, + "n_ref": 64379 + }, + "9": { + "Dice": 0.8157229340400185, + "FN": 25755, + "FP": 4563, + "IoU": 0.6887939971874647, + "TN": 74421859, + "TP": 67103, + "n_pred": 71666, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8944046125910257, + "FN": 44032, + "FP": 12376, + "IoU": 0.808980050728245, + "TN": 65755881, + "TP": 238891, + "n_pred": 251267, + "n_ref": 282923 + }, + "10": { + "Dice": 0.301006555857228, + "FN": 65351, + "FP": 19093, + "IoU": 0.1771675793658527, + "TN": 65948554, + "TP": 18182, + "n_pred": 37275, + "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": 0.2823343848580442, + "FN": 2489, + "FP": 241, + "IoU": 0.16437098255280075, + "TN": 66047913, + "TP": 537, + "n_pred": 778, + "n_ref": 3026 + }, + "13": { + "Dice": 0.6491447959790851, + "FN": 21989, + "FP": 5724, + "IoU": 0.480543580131209, + "TN": 65997830, + "TP": 25637, + "n_pred": 31361, + "n_ref": 47626 + }, + "14": { + "Dice": 0.36206784970035855, + "FN": 2723, + "FP": 194421, + "IoU": 0.22105179975502787, + "TN": 65798090, + "TP": 55946, + "n_pred": 250367, + "n_ref": 58669 + }, + "15": { + "Dice": 0.685185557678769, + "FN": 7564, + "FP": 8087, + "IoU": 0.5211271915062877, + "TN": 66018497, + "TP": 17032, + "n_pred": 25119, + "n_ref": 24596 + }, + "2": { + "Dice": 0.7083909461544275, + "FN": 64283, + "FP": 1306, + "IoU": 0.5484561632990258, + "TN": 65905925, + "TP": 79666, + "n_pred": 80972, + "n_ref": 143949 + }, + "3": { + "Dice": 0.7937768819112241, + "FN": 17029, + "FP": 55610, + "IoU": 0.6580680389950903, + "TN": 65838743, + "TP": 139798, + "n_pred": 195408, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8307044816865095, + "FN": 7619, + "FP": 1311, + "IoU": 0.7104315963552644, + "TN": 66020341, + "TP": 21909, + "n_pred": 23220, + "n_ref": 29528 + }, + "5": { + "Dice": 0.14729041222788328, + "FN": 9184, + "FP": 21, + "IoU": 0.0795, + "TN": 66041180, + "TP": 795, + "n_pred": 816, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8768577694109481, + "FN": 43230, + "FP": 232093, + "IoU": 0.7807183681011304, + "TN": 64795612, + "TP": 980245, + "n_pred": 1212338, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.47625297922523097, + "FN": 669205, + "FP": 6745, + "IoU": 0.3125538378300316, + "TN": 65067903, + "TP": 307327, + "n_pred": 314072, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9004279532644085, + "FN": 5658, + "FP": 11071, + "IoU": 0.8188894542541328, + "TN": 65958811, + "TP": 75640, + "n_pred": 86711, + "n_ref": 81298 + }, + "9": { + "Dice": 0.80416659761009, + "FN": 21564, + "FP": 2068, + "IoU": 0.6724737710143722, + "TN": 65979027, + "TP": 48521, + "n_pred": 50589, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9618445268151067, + "FN": 5218, + "FP": 6558, + "IoU": 0.9264937205063544, + "TN": 113312336, + "TP": 148428, + "n_pred": 154986, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7536255904533024, + "FN": 7814, + "FP": 39754, + "IoU": 0.604654255319149, + "TN": 113352220, + "TP": 72752, + "n_pred": 112506, + "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": 0.6713690285347867, + "FN": 1989, + "FP": 61, + "IoU": 0.5053088803088803, + "TN": 113468396, + "TP": 2094, + "n_pred": 2155, + "n_ref": 4083 + }, + "13": { + "Dice": 0.3729656904021924, + "FN": 52515, + "FP": 29397, + "IoU": 0.2292303783651539, + "TN": 113366267, + "TP": 24361, + "n_pred": 53758, + "n_ref": 76876 + }, + "14": { + "Dice": 0.934526659691146, + "FN": 26464, + "FP": 6763, + "IoU": 0.8770999933421612, + "TN": 113202182, + "TP": 237131, + "n_pred": 243894, + "n_ref": 263595 + }, + "15": { + "Dice": 0.6190789604898382, + "FN": 6363, + "FP": 12736, + "IoU": 0.4483087321990814, + "TN": 113437921, + "TP": 15520, + "n_pred": 28256, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9254967643700038, + "FN": 5524, + "FP": 14048, + "IoU": 0.8613252465706835, + "TN": 113331404, + "TP": 121564, + "n_pred": 135612, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9344985035207624, + "FN": 7428, + "FP": 8395, + "IoU": 0.8770503904580598, + "TN": 113343845, + "TP": 112872, + "n_pred": 121267, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7116120576671036, + "FN": 3944, + "FP": 18060, + "IoU": 0.5523274739583334, + "TN": 113423388, + "TP": 27148, + "n_pred": 45208, + "n_ref": 31092 + }, + "5": { + "Dice": 0.2477346192570611, + "FN": 28151, + "FP": 241, + "IoU": 0.14137962318928238, + "TN": 113439473, + "TP": 4675, + "n_pred": 4916, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9481643001089817, + "FN": 67844, + "FP": 49781, + "IoU": 0.901437648681464, + "TN": 112279133, + "TP": 1075782, + "n_pred": 1125563, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.6025518613242399, + "FN": 112005, + "FP": 27857, + "IoU": 0.4311801237183841, + "TN": 113226659, + "TP": 106019, + "n_pred": 133876, + "n_ref": 218024 + }, + "8": { + "Dice": 0.691913111281731, + "FN": 98773, + "FP": 4352, + "IoU": 0.5289504216036469, + "TN": 113253614, + "TP": 115801, + "n_pred": 120153, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8075725749986535, + "FN": 31268, + "FP": 4460, + "IoU": 0.677250923675914, + "TN": 113361841, + "TP": 74971, + "n_pred": 79431, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.74583555860736, + "FN": 9880, + "FP": 70072, + "IoU": 0.594687214843354, + "TN": 74999468, + "TP": 117308, + "n_pred": 187380, + "n_ref": 127188 + }, + "10": { + "Dice": 0.6495783595729394, + "FN": 48522, + "FP": 7078, + "IoU": 0.4810189204073441, + "TN": 75089595, + "TP": 51533, + "n_pred": 58611, + "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": 0.29958391123439665, + "FN": 2458, + "FP": 572, + "IoU": 0.1761827079934747, + "TN": 75193050, + "TP": 648, + "n_pred": 1220, + "n_ref": 3106 + }, + "13": { + "Dice": 0.46122869342837636, + "FN": 35331, + "FP": 11228, + "IoU": 0.29973829864035617, + "TN": 75130240, + "TP": 19929, + "n_pred": 31157, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9369142578723373, + "FN": 6143, + "FP": 10948, + "IoU": 0.8813157967834226, + "TN": 75052724, + "TP": 126913, + "n_pred": 137861, + "n_ref": 133056 + }, + "15": { + "Dice": 0.5972075429715747, + "FN": 41604, + "FP": 1842, + "IoU": 0.42572765484971054, + "TN": 75121074, + "TP": 32208, + "n_pred": 34050, + "n_ref": 73812 + }, + "2": { + "Dice": 0.8215725459776922, + "FN": 38808, + "FP": 7887, + "IoU": 0.6971770244943223, + "TN": 75042529, + "TP": 107504, + "n_pred": 115391, + "n_ref": 146312 + }, + "3": { + "Dice": 0.8483760883154328, + "FN": 5689, + "FP": 45006, + "IoU": 0.7366780766773495, + "TN": 75004207, + "TP": 141826, + "n_pred": 186832, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8895933449097444, + "FN": 2934, + "FP": 2534, + "IoU": 0.8011419427573917, + "TN": 75169231, + "TP": 22029, + "n_pred": 24563, + "n_ref": 24963 + }, + "5": { + "Dice": 0.014950380203634489, + "FN": 7643, + "FP": 0, + "IoU": 0.007531489416958836, + "TN": 75189027, + "TP": 58, + "n_pred": 58, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8901794791034495, + "FN": 39822, + "FP": 260387, + "IoU": 0.8020931874501045, + "TN": 73679807, + "TP": 1216712, + "n_pred": 1477099, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.7728561684589375, + "FN": 18676, + "FP": 59583, + "IoU": 0.6298008013358751, + "TN": 74985331, + "TP": 133138, + "n_pred": 192721, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8692510786270848, + "FN": 17246, + "FP": 3058, + "IoU": 0.7687392507716665, + "TN": 75108931, + "TP": 67493, + "n_pred": 70551, + "n_ref": 84739 + }, + "9": { + "Dice": 0.7385862124086932, + "FN": 24098, + "FP": 13515, + "IoU": 0.5855225459514259, + "TN": 75105980, + "TP": 53135, + "n_pred": 66650, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9524898867459421, + "FN": 17242, + "FP": 2571, + "IoU": 0.9092894423587583, + "TN": 86709452, + "TP": 198607, + "n_pred": 201178, + "n_ref": 215849 + }, + "10": { + "Dice": 0.674590181668698, + "FN": 22059, + "FP": 23062, + "IoU": 0.5089672434432474, + "TN": 86835982, + "TP": 46769, + "n_pred": 69831, + "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": 0.532061238074107, + "FN": 2517, + "FP": 1701, + "IoU": 0.3624546553808948, + "TN": 86921256, + "TP": 2398, + "n_pred": 4099, + "n_ref": 4915 + }, + "13": { + "Dice": 0.5405919882857442, + "FN": 29518, + "FP": 14406, + "IoU": 0.37041867931830236, + "TN": 86858105, + "TP": 25843, + "n_pred": 40249, + "n_ref": 55361 + }, + "14": { + "Dice": 0.6443550966327043, + "FN": 12763, + "FP": 65077, + "IoU": 0.47531259478952514, + "TN": 86779517, + "TP": 70515, + "n_pred": 135592, + "n_ref": 83278 + }, + "15": { + "Dice": 0.7062989558610544, + "FN": 69507, + "FP": 7959, + "IoU": 0.5459522190701709, + "TN": 86757260, + "TP": 93146, + "n_pred": 101105, + "n_ref": 162653 + }, + "2": { + "Dice": 0.849418674133133, + "FN": 24713, + "FP": 10567, + "IoU": 0.7382517472141024, + "TN": 86793086, + "TP": 99506, + "n_pred": 110073, + "n_ref": 124219 + }, + "3": { + "Dice": 0.8815331010452961, + "FN": 24876, + "FP": 14224, + "IoU": 0.7881619937694704, + "TN": 86743297, + "TP": 145475, + "n_pred": 159699, + "n_ref": 170351 + }, + "4": { + "Dice": 0.736497981786036, + "FN": 5483, + "FP": 2416, + "IoU": 0.5829021015946774, + "TN": 86908934, + "TP": 11039, + "n_pred": 13455, + "n_ref": 16522 + }, + "5": { + "Dice": 0.05853139411138702, + "FN": 5308, + "FP": 0, + "IoU": 0.03014799926913941, + "TN": 86922399, + "TP": 165, + "n_pred": 165, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8386682559720939, + "FN": 31332, + "FP": 408413, + "IoU": 0.7221607953841838, + "TN": 85345140, + "TP": 1142987, + "n_pred": 1551400, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.4925092571940034, + "FN": 679849, + "FP": 27756, + "IoU": 0.32670798115632993, + "TN": 85876909, + "TP": 343358, + "n_pred": 371114, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9445813949177988, + "FN": 3425, + "FP": 2555, + "IoU": 0.8949827020002459, + "TN": 86870929, + "TP": 50963, + "n_pred": 53518, + "n_ref": 54388 + }, + "9": { + "Dice": 0.7705996795605402, + "FN": 10359, + "FP": 13695, + "IoU": 0.6268094019083081, + "TN": 86863417, + "TP": 40401, + "n_pred": 54096, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5149515371393096, + "FN": 16713, + "FP": 118454, + "IoU": 0.34675739547741363, + "TN": 37542683, + "TP": 71750, + "n_pred": 190204, + "n_ref": 88463 + }, + "10": { + "Dice": 0.5551597941170715, + "FN": 30877, + "FP": 14583, + "IoU": 0.38423611957684856, + "TN": 37675773, + "TP": 28367, + "n_pred": 42950, + "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": 0.0013675213675213675, + "FN": 2915, + "FP": 6, + "IoU": 0.0006842285323297981, + "TN": 37746677, + "TP": 2, + "n_pred": 8, + "n_ref": 2917 + }, + "13": { + "Dice": 0.3331440939573502, + "FN": 35496, + "FP": 2092, + "IoU": 0.19986376311812162, + "TN": 37702623, + "TP": 9389, + "n_pred": 11481, + "n_ref": 44885 + }, + "14": { + "Dice": 0.29100207527864747, + "FN": 14808, + "FP": 401651, + "IoU": 0.1702764357224685, + "TN": 37247675, + "TP": 85466, + "n_pred": 487117, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 12874, + "IoU": 0.0, + "TN": 37736726, + "TP": 0, + "n_pred": 12874, + "n_ref": 0 + }, + "2": { + "Dice": 0.45012324104383206, + "FN": 65717, + "FP": 18611, + "IoU": 0.2904251828042039, + "TN": 37630757, + "TP": 34515, + "n_pred": 53126, + "n_ref": 100232 + }, + "3": { + "Dice": 0.6633432803213489, + "FN": 21900, + "FP": 45903, + "IoU": 0.4962704863226401, + "TN": 37614998, + "TP": 66799, + "n_pred": 112702, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 29, + "IoU": 0.0, + "TN": 37737877, + "TP": 0, + "n_pred": 29, + "n_ref": 11694 + }, + "5": { + "Dice": 0.1554698972099853, + "FN": 9202, + "FP": 0, + "IoU": 0.08428699373071948, + "TN": 37739551, + "TP": 847, + "n_pred": 847, + "n_ref": 10049 + }, + "6": { + "Dice": 0.7983527638721568, + "FN": 243513, + "FP": 8565, + "IoU": 0.6643819749003443, + "TN": 36998514, + "TP": 499008, + "n_pred": 507573, + "n_ref": 742521 + }, + "7": { + "Dice": 0.7143366178748205, + "FN": 142811, + "FP": 19131, + "IoU": 0.555617145052412, + "TN": 37385180, + "TP": 202478, + "n_pred": 221609, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9025334444063312, + "FN": 4414, + "FP": 11498, + "IoU": 0.8223789962493302, + "TN": 37660016, + "TP": 73672, + "n_pred": 85170, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8196428910267357, + "FN": 11575, + "FP": 7435, + "IoU": 0.6944024692151882, + "TN": 37687394, + "TP": 43196, + "n_pred": 50631, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8575488231136414, + "FN": 20888, + "FP": 37962, + "IoU": 0.7506218562886938, + "TN": 75670701, + "TP": 177137, + "n_pred": 215099, + "n_ref": 198025 + }, + "10": { + "Dice": 0.7993451523850578, + "FN": 26956, + "FP": 16800, + "IoU": 0.6657576521453507, + "TN": 75775777, + "TP": 87155, + "n_pred": 103955, + "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": 0.27509851754550574, + "FN": 3851, + "FP": 12, + "IoU": 0.15948651000870323, + "TN": 75902092, + "TP": 733, + "n_pred": 745, + "n_ref": 4584 + }, + "13": { + "Dice": 0.5701286721595973, + "FN": 23268, + "FP": 4227, + "IoU": 0.3987272568229531, + "TN": 75860960, + "TP": 18233, + "n_pred": 22460, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8943502992677964, + "FN": 3245, + "FP": 25209, + "IoU": 0.8088911873946363, + "TN": 75757799, + "TP": 120435, + "n_pred": 145644, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7497687326549491, + "FN": 67315, + "FP": 12753, + "IoU": 0.5997040325564188, + "TN": 75706666, + "TP": 119954, + "n_pred": 132707, + "n_ref": 187269 + }, + "2": { + "Dice": 0.589291490264011, + "FN": 110729, + "FP": 3549, + "IoU": 0.41772732367957116, + "TN": 75710426, + "TP": 81984, + "n_pred": 85533, + "n_ref": 192713 + }, + "3": { + "Dice": 0.7400089452498092, + "FN": 26220, + "FP": 131892, + "IoU": 0.5873128562777975, + "TN": 75523560, + "TP": 225016, + "n_pred": 356908, + "n_ref": 251236 + }, + "4": { + "Dice": 0.8667623965048425, + "FN": 1807, + "FP": 6915, + "IoU": 0.7648549552464143, + "TN": 75869596, + "TP": 28370, + "n_pred": 35285, + "n_ref": 30177 + }, + "5": { + "Dice": 0.5017375231053605, + "FN": 6236, + "FP": 503, + "IoU": 0.3348795894196605, + "TN": 75896556, + "TP": 3393, + "n_pred": 3896, + "n_ref": 9629 + }, + "6": { + "Dice": 0.954651895510614, + "FN": 95003, + "FP": 58139, + "IoU": 0.9132382709747452, + "TN": 74141601, + "TP": 1611945, + "n_pred": 1670084, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8117889004991486, + "FN": 78735, + "FP": 11685, + "IoU": 0.6832025898766375, + "TN": 75621269, + "TP": 194999, + "n_pred": 206684, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9296385908188397, + "FN": 6065, + "FP": 6905, + "IoU": 0.8685277541256132, + "TN": 75808036, + "TP": 85682, + "n_pred": 92587, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8002960685512569, + "FN": 21522, + "FP": 6538, + "IoU": 0.6670779744672773, + "TN": 75822404, + "TP": 56224, + "n_pred": 62762, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9056498488723552, + "FN": 7406, + "FP": 10855, + "IoU": 0.8275686241182969, + "TN": 61281847, + "TP": 87642, + "n_pred": 98497, + "n_ref": 95048 + }, + "10": { + "Dice": 0.7934513500633478, + "FN": 9790, + "FP": 25750, + "IoU": 0.6576206853366473, + "TN": 61283947, + "TP": 68263, + "n_pred": 94013, + "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": 0.6882876827423963, + "FN": 1321, + "FP": 534, + "IoU": 0.5247245708429413, + "TN": 61383847, + "TP": 2048, + "n_pred": 2582, + "n_ref": 3369 + }, + "13": { + "Dice": 0.4055805978098492, + "FN": 23844, + "FP": 21915, + "IoU": 0.25437510184129053, + "TN": 61326380, + "TP": 15611, + "n_pred": 37526, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8317705759296996, + "FN": 5030, + "FP": 19819, + "IoU": 0.7119924894817974, + "TN": 61301471, + "TP": 61430, + "n_pred": 81249, + "n_ref": 66460 + }, + "15": { + "Dice": 0.802449348621214, + "FN": 13442, + "FP": 979, + "IoU": 0.6700754975978037, + "TN": 61344040, + "TP": 29289, + "n_pred": 30268, + "n_ref": 42731 + }, + "2": { + "Dice": 0.8945404275076715, + "FN": 5043, + "FP": 25166, + "IoU": 0.8092022989957683, + "TN": 61229420, + "TP": 128121, + "n_pred": 153287, + "n_ref": 133164 + }, + "3": { + "Dice": 0.8377602457793951, + "FN": 21273, + "FP": 22241, + "IoU": 0.7208153418751323, + "TN": 61231889, + "TP": 112347, + "n_pred": 134588, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7110840438489647, + "FN": 7300, + "FP": 2188, + "IoU": 0.5516915516915517, + "TN": 61366586, + "TP": 11676, + "n_pred": 13864, + "n_ref": 18976 + }, + "5": { + "Dice": 0.034272632394034275, + "FN": 27186, + "FP": 1499, + "IoU": 0.017435089401931905, + "TN": 61358556, + "TP": 509, + "n_pred": 2008, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9535582598048153, + "FN": 66410, + "FP": 24011, + "IoU": 0.9112387466759072, + "TN": 60369051, + "TP": 928278, + "n_pred": 952289, + "n_ref": 994688 + }, + "7": { + "Dice": 0.5721426812799832, + "FN": 103449, + "FP": 11245, + "IoU": 0.40070017765701743, + "TN": 61196370, + "TP": 76686, + "n_pred": 87931, + "n_ref": 180135 + }, + "8": { + "Dice": 0.6841389020403004, + "FN": 108315, + "FP": 19110, + "IoU": 0.5199172641406359, + "TN": 61122327, + "TP": 137998, + "n_pred": 157108, + "n_ref": 246313 + }, + "9": { + "Dice": 0.8050271002710027, + "FN": 20306, + "FP": 8472, + "IoU": 0.6736781231219313, + "TN": 61299561, + "TP": 59411, + "n_pred": 67883, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9640473288617566, + "FN": 7936, + "FP": 5309, + "IoU": 0.9305901280243996, + "TN": 39557977, + "TP": 177578, + "n_pred": 182887, + "n_ref": 185514 + }, + "10": { + "Dice": 0.42893836528930906, + "FN": 31709, + "FP": 21872, + "IoU": 0.27302453055465103, + "TN": 39675096, + "TP": 20123, + "n_pred": 41995, + "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": 0.6513849092645654, + "FN": 1414, + "FP": 776, + "IoU": 0.4830028328611898, + "TN": 39744564, + "TP": 2046, + "n_pred": 2822, + "n_ref": 3460 + }, + "13": { + "Dice": 0.6118015187554855, + "FN": 19762, + "FP": 10757, + "IoU": 0.4407161706494649, + "TN": 39694232, + "TP": 24049, + "n_pred": 34806, + "n_ref": 43811 + }, + "14": { + "Dice": 0.0998475867908552, + "FN": 24489, + "FP": 134973, + "IoU": 0.052547146269295214, + "TN": 39580494, + "TP": 8844, + "n_pred": 143817, + "n_ref": 33333 + }, + "15": { + "Dice": 0.6358905489340272, + "FN": 19518, + "FP": 17355, + "IoU": 0.4661580113216835, + "TN": 39679729, + "TP": 32198, + "n_pred": 49553, + "n_ref": 51716 + }, + "2": { + "Dice": 0.7270950125152562, + "FN": 47550, + "FP": 5220, + "IoU": 0.571209178740036, + "TN": 39625733, + "TP": 70297, + "n_pred": 75517, + "n_ref": 117847 + }, + "3": { + "Dice": 0.8208949024744804, + "FN": 5807, + "FP": 50252, + "IoU": 0.6962016398684203, + "TN": 39564273, + "TP": 128468, + "n_pred": 178720, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8546941776572767, + "FN": 5174, + "FP": 1150, + "IoU": 0.7462584761064077, + "TN": 39723877, + "TP": 18599, + "n_pred": 19749, + "n_ref": 23773 + }, + "5": { + "Dice": 0.6145215918712955, + "FN": 3621, + "FP": 21, + "IoU": 0.44354469060351415, + "TN": 39742255, + "TP": 2903, + "n_pred": 2924, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9190972847535593, + "FN": 34850, + "FP": 122382, + "IoU": 0.8503052789020051, + "TN": 38698449, + "TP": 893119, + "n_pred": 1015501, + "n_ref": 927969 + }, + "7": { + "Dice": 0.4249932382211943, + "FN": 532524, + "FP": 7466, + "IoU": 0.26983581819116054, + "TN": 39009254, + "TP": 199556, + "n_pred": 207022, + "n_ref": 732080 + }, + "8": { + "Dice": 0.8698509564605094, + "FN": 1356, + "FP": 13061, + "IoU": 0.7696780893042575, + "TN": 39686205, + "TP": 48178, + "n_pred": 61239, + "n_ref": 49534 + }, + "9": { + "Dice": 0.7548661222939612, + "FN": 9828, + "FP": 10826, + "IoU": 0.6062529787436851, + "TN": 39696345, + "TP": 31801, + "n_pred": 42627, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.697515742400079, + "FN": 12106, + "FP": 61486, + "IoU": 0.5355271960717487, + "TN": 101238166, + "TP": 84850, + "n_pred": 146336, + "n_ref": 96956 + }, + "10": { + "Dice": 0.5694522253345783, + "FN": 45798, + "FP": 9536, + "IoU": 0.3980658566036094, + "TN": 101304681, + "TP": 36593, + "n_pred": 46129, + "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": 0.32029583274071965, + "FN": 4099, + "FP": 680, + "IoU": 0.19068585944115157, + "TN": 101390703, + "TP": 1126, + "n_pred": 1806, + "n_ref": 5225 + }, + "13": { + "Dice": 0.6230270656090625, + "FN": 22886, + "FP": 9859, + "IoU": 0.4524613738211491, + "TN": 101336804, + "TP": 27059, + "n_pred": 36918, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9646067110096865, + "FN": 7118, + "FP": 5243, + "IoU": 0.9316331497090772, + "TN": 101215804, + "TP": 168443, + "n_pred": 173686, + "n_ref": 175561 + }, + "15": { + "Dice": 0.7380436286491722, + "FN": 10871, + "FP": 489, + "IoU": 0.5848408434747652, + "TN": 101369245, + "TP": 16003, + "n_pred": 16492, + "n_ref": 26874 + }, + "2": { + "Dice": 0.7553675860533824, + "FN": 69755, + "FP": 2779, + "IoU": 0.606900139823757, + "TN": 101212090, + "TP": 111984, + "n_pred": 114763, + "n_ref": 181739 + }, + "3": { + "Dice": 0.8154601061369983, + "FN": 4064, + "FP": 69761, + "IoU": 0.688419284451141, + "TN": 101159671, + "TP": 163112, + "n_pred": 232873, + "n_ref": 167176 + }, + "4": { + "Dice": 0.828022470849266, + "FN": 1376, + "FP": 2267, + "IoU": 0.7065173608313865, + "TN": 101384195, + "TP": 8770, + "n_pred": 11037, + "n_ref": 10146 + }, + "5": { + "Dice": 0.18939110945087784, + "FN": 34460, + "FP": 260, + "IoU": 0.10460078399009697, + "TN": 101357832, + "TP": 4056, + "n_pred": 4316, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9195591326038256, + "FN": 97691, + "FP": 205478, + "IoU": 0.8510962148441605, + "TN": 99360602, + "TP": 1732837, + "n_pred": 1938315, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.6924281639552081, + "FN": 198838, + "FP": 34080, + "IoU": 0.5295526753235211, + "TN": 100901509, + "TP": 262181, + "n_pred": 296261, + "n_ref": 461019 + }, + "8": { + "Dice": 0.6586428221460069, + "FN": 121290, + "FP": 18052, + "IoU": 0.4910271723447699, + "TN": 101122837, + "TP": 134429, + "n_pred": 152481, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9150542735799985, + "FN": 6576, + "FP": 8285, + "IoU": 0.8434101829216892, + "TN": 101301704, + "TP": 80043, + "n_pred": 88328, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8202706773274709, + "FN": 61776, + "FP": 6244, + "IoU": 0.6953041359260702, + "TN": 73660265, + "TP": 155219, + "n_pred": 161463, + "n_ref": 216995 + }, + "10": { + "Dice": 0.025844518822676927, + "FN": 74343, + "FP": 38585, + "IoU": 0.01309143026934438, + "TN": 73769078, + "TP": 1498, + "n_pred": 40083, + "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": 16711, + "IoU": 0.0, + "TN": 73805554, + "TP": 0, + "n_pred": 16711, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6163866183301859, + "FN": 11708, + "FP": 99612, + "IoU": 0.44549050081193897, + "TN": 73682750, + "TP": 89434, + "n_pred": 189046, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8570333441891925, + "FN": 51124, + "FP": 5944, + "IoU": 0.7498323243570242, + "TN": 73655385, + "TP": 171051, + "n_pred": 176995, + "n_ref": 222175 + }, + "2": { + "Dice": 0.18770767009376685, + "FN": 169470, + "FP": 17302, + "IoU": 0.10357471970511442, + "TN": 73675152, + "TP": 21580, + "n_pred": 38882, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6179569299696357, + "FN": 46292, + "FP": 128346, + "IoU": 0.44713290299705266, + "TN": 73567627, + "TP": 141239, + "n_pred": 269585, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 23357, + "IoU": 0.0, + "TN": 73812259, + "TP": 0, + "n_pred": 23357, + "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": 0.5890698554437248, + "FN": 633429, + "FP": 856487, + "IoU": 0.41750462112990144, + "TN": 71325688, + "TP": 1067900, + "n_pred": 1924387, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.17241286211830772, + "FN": 143862, + "FP": 132015, + "IoU": 0.09433906517756899, + "TN": 73578890, + "TP": 28737, + "n_pred": 160752, + "n_ref": 172599 + }, + "8": { + "Dice": 0.7181357152706491, + "FN": 32575, + "FP": 4219, + "IoU": 0.5602275715344346, + "TN": 73799838, + "TP": 46872, + "n_pred": 51091, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7544475783882262, + "FN": 21438, + "FP": 23310, + "IoU": 0.6057132283617203, + "TN": 73770013, + "TP": 68743, + "n_pred": 92053, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.948775138867397, + "FN": 9533, + "FP": 9667, + "IoU": 0.9025425234380156, + "TN": 69298767, + "TP": 177809, + "n_pred": 187476, + "n_ref": 187342 + }, + "10": { + "Dice": 0.41970914451095653, + "FN": 44125, + "FP": 20437, + "IoU": 0.2655898077579342, + "TN": 69407866, + "TP": 23348, + "n_pred": 43785, + "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": 0.5413439397111157, + "FN": 1859, + "FP": 332, + "IoU": 0.3711251435132032, + "TN": 69492292, + "TP": 1293, + "n_pred": 1625, + "n_ref": 3152 + }, + "13": { + "Dice": 0.5982006450517738, + "FN": 35530, + "FP": 21278, + "IoU": 0.42673770888835066, + "TN": 69396680, + "TP": 42288, + "n_pred": 63566, + "n_ref": 77818 + }, + "14": { + "Dice": 0.890363671551982, + "FN": 24521, + "FP": 6636, + "IoU": 0.8023923232553862, + "TN": 69338105, + "TP": 126514, + "n_pred": 133150, + "n_ref": 151035 + }, + "15": { + "Dice": 0.5865784711144932, + "FN": 33872, + "FP": 50879, + "IoU": 0.41500603968938743, + "TN": 69350901, + "TP": 60124, + "n_pred": 111003, + "n_ref": 93996 + }, + "2": { + "Dice": 0.7858184841259882, + "FN": 49955, + "FP": 4663, + "IoU": 0.6472001705283148, + "TN": 69340963, + "TP": 100195, + "n_pred": 104858, + "n_ref": 150150 + }, + "3": { + "Dice": 0.8330958631522882, + "FN": 18500, + "FP": 43233, + "IoU": 0.7139368495194669, + "TN": 69279974, + "TP": 154069, + "n_pred": 197302, + "n_ref": 172569 + }, + "4": { + "Dice": 0.5369747899159664, + "FN": 21783, + "FP": 4665, + "IoU": 0.36703044227455484, + "TN": 69453992, + "TP": 15336, + "n_pred": 20001, + "n_ref": 37119 + }, + "5": { + "Dice": 0.5955552389771351, + "FN": 10732, + "FP": 624, + "IoU": 0.4240503119135771, + "TN": 69476059, + "TP": 8361, + "n_pred": 8985, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9090955022685705, + "FN": 100199, + "FP": 169681, + "IoU": 0.8333410524560705, + "TN": 67876421, + "TP": 1349475, + "n_pred": 1519156, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.7578189771299287, + "FN": 36489, + "FP": 140238, + "IoU": 0.6100712884656543, + "TN": 69042547, + "TP": 276502, + "n_pred": 416740, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8512509863992944, + "FN": 15331, + "FP": 10305, + "IoU": 0.7410243458935246, + "TN": 69396786, + "TP": 73354, + "n_pred": 83659, + "n_ref": 88685 + }, + "9": { + "Dice": 0.7554325191699943, + "FN": 18697, + "FP": 21235, + "IoU": 0.6069839770087792, + "TN": 69394172, + "TP": 61672, + "n_pred": 82907, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8964895562366395, + "FN": 10967, + "FP": 33242, + "IoU": 0.8123978901180974, + "TN": 50597899, + "TP": 191444, + "n_pred": 224686, + "n_ref": 202411 + }, + "10": { + "Dice": 0.7228791410609593, + "FN": 24671, + "FP": 14561, + "IoU": 0.566022499751109, + "TN": 50743151, + "TP": 51169, + "n_pred": 65730, + "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": 0.22388669481138498, + "FN": 5477, + "FP": 222, + "IoU": 0.1260542861524306, + "TN": 50827031, + "TP": 822, + "n_pred": 1044, + "n_ref": 6299 + }, + "13": { + "Dice": 0.5841740031071984, + "FN": 20062, + "FP": 20086, + "IoU": 0.41260296419845205, + "TN": 50765203, + "TP": 28201, + "n_pred": 48287, + "n_ref": 48263 + }, + "14": { + "Dice": 0.419165512465374, + "FN": 26526, + "FP": 40572, + "IoU": 0.26515458498067, + "TN": 50742243, + "TP": 24211, + "n_pred": 64783, + "n_ref": 50737 + }, + "15": { + "Dice": 0.26422063808462, + "FN": 23025, + "FP": 42310, + "IoU": 0.15222017491500792, + "TN": 50756486, + "TP": 11731, + "n_pred": 54041, + "n_ref": 34756 + }, + "2": { + "Dice": 0.8932239347698285, + "FN": 37342, + "FP": 4432, + "IoU": 0.807050281290704, + "TN": 50617050, + "TP": 174728, + "n_pred": 179160, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9014458650832314, + "FN": 6993, + "FP": 35895, + "IoU": 0.8205748232439443, + "TN": 50594522, + "TP": 196142, + "n_pred": 232037, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7210216998191682, + "FN": 2016, + "FP": 10326, + "IoU": 0.5637481884698314, + "TN": 50805261, + "TP": 15949, + "n_pred": 26275, + "n_ref": 17965 + }, + "5": { + "Dice": 0.6638258548105554, + "FN": 6379, + "FP": 169, + "IoU": 0.49681088142626606, + "TN": 50820539, + "TP": 6465, + "n_pred": 6634, + "n_ref": 12844 + }, + "6": { + "Dice": 0.898154565364559, + "FN": 74936, + "FP": 406180, + "IoU": 0.8151366218272932, + "TN": 48231003, + "TP": 2121433, + "n_pred": 2527613, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.6395269251843327, + "FN": 59706, + "FP": 130423, + "IoU": 0.4700768703349629, + "TN": 50474766, + "TP": 168657, + "n_pred": 299080, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9434510186101226, + "FN": 7084, + "FP": 4405, + "IoU": 0.8929553056489858, + "TN": 50726223, + "TP": 95840, + "n_pred": 100245, + "n_ref": 102924 + }, + "9": { + "Dice": 0.7478605608858214, + "FN": 37210, + "FP": 15323, + "IoU": 0.597266196977944, + "TN": 50703111, + "TP": 77908, + "n_pred": 93231, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9594891433236786, + "FN": 14517, + "FP": 2155, + "IoU": 0.9221327554318381, + "TN": 76670752, + "TP": 197436, + "n_pred": 199591, + "n_ref": 211953 + }, + "10": { + "Dice": 0.6846756243113533, + "FN": 18665, + "FP": 23976, + "IoU": 0.5205374711868218, + "TN": 76795925, + "TP": 46294, + "n_pred": 70270, + "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": 0.3670368205727645, + "FN": 1981, + "FP": 185, + "IoU": 0.22476735862562633, + "TN": 76882066, + "TP": 628, + "n_pred": 813, + "n_ref": 2609 + }, + "13": { + "Dice": 0.43968668407310707, + "FN": 25101, + "FP": 19965, + "IoU": 0.2817938420348059, + "TN": 76822112, + "TP": 17682, + "n_pred": 37647, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8118721714745815, + "FN": 8406, + "FP": 25473, + "IoU": 0.6833205585986427, + "TN": 76777878, + "TP": 73103, + "n_pred": 98576, + "n_ref": 81509 + }, + "15": { + "Dice": 0.0002911066906021057, + "FN": 40009, + "FP": 1201, + "IoU": 0.0001455745341614907, + "TN": 76843644, + "TP": 6, + "n_pred": 1207, + "n_ref": 40015 + }, + "2": { + "Dice": 0.8829196206438579, + "FN": 9497, + "FP": 15539, + "IoU": 0.7903814595264409, + "TN": 76765424, + "TP": 94400, + "n_pred": 109939, + "n_ref": 103897 + }, + "3": { + "Dice": 0.8886908448257632, + "FN": 9159, + "FP": 12948, + "IoU": 0.799679225792421, + "TN": 76774502, + "TP": 88251, + "n_pred": 101199, + "n_ref": 97410 + }, + "4": { + "Dice": 0.8832158197584894, + "FN": 3086, + "FP": 2678, + "IoU": 0.7908563134978229, + "TN": 76857300, + "TP": 21796, + "n_pred": 24474, + "n_ref": 24882 + }, + "5": { + "Dice": 0.4166910974298837, + "FN": 11491, + "FP": 447, + "IoU": 0.263177385507962, + "TN": 76868658, + "TP": 4264, + "n_pred": 4711, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9496694219499694, + "FN": 27691, + "FP": 89260, + "IoU": 0.9041624054334002, + "TN": 75664556, + "TP": 1103353, + "n_pred": 1192613, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7054037831830797, + "FN": 42457, + "FP": 56687, + "IoU": 0.5448832416006023, + "TN": 76667017, + "TP": 118699, + "n_pred": 175386, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9258511866002179, + "FN": 5503, + "FP": 5998, + "IoU": 0.8619394026697398, + "TN": 76801556, + "TP": 71803, + "n_pred": 77801, + "n_ref": 77306 + }, + "9": { + "Dice": 0.7936942475669029, + "FN": 23345, + "FP": 12225, + "IoU": 0.6579544580352334, + "TN": 76780868, + "TP": 68422, + "n_pred": 80647, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7956023199215392, + "FN": 26011, + "FP": 24632, + "IoU": 0.6605810797225294, + "TN": 130850727, + "TP": 98562, + "n_pred": 123194, + "n_ref": 124573 + }, + "10": { + "Dice": 0.6106267642577002, + "FN": 20897, + "FP": 25864, + "IoU": 0.4394980042432306, + "TN": 130916505, + "TP": 36666, + "n_pred": 62530, + "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": 0.4132730015082956, + "FN": 5247, + "FP": 588, + "IoU": 0.26045627376425856, + "TN": 130992042, + "TP": 2055, + "n_pred": 2643, + "n_ref": 7302 + }, + "13": { + "Dice": 0.2293568797052699, + "FN": 66962, + "FP": 10016, + "IoU": 0.1295330928499542, + "TN": 130911499, + "TP": 11455, + "n_pred": 21471, + "n_ref": 78417 + }, + "14": { + "Dice": 0.6210331157176388, + "FN": 505307, + "FP": 32685, + "IoU": 0.45036115282843453, + "TN": 130021122, + "TP": 440818, + "n_pred": 473503, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 60957, + "IoU": 0.0, + "TN": 130913665, + "TP": 0, + "n_pred": 60957, + "n_ref": 25310 + }, + "2": { + "Dice": 0.4707154502572755, + "FN": 148552, + "FP": 9549, + "IoU": 0.3078010892979107, + "TN": 130771528, + "TP": 70303, + "n_pred": 79852, + "n_ref": 218855 + }, + "3": { + "Dice": 0.755643149886573, + "FN": 41879, + "FP": 114093, + "IoU": 0.6072559891623482, + "TN": 130602798, + "TP": 241162, + "n_pred": 355255, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 12048, + "IoU": 0.0, + "TN": 130985604, + "TP": 0, + "n_pred": 12048, + "n_ref": 2280 + }, + "5": { + "Dice": 0.07989773090444231, + "FN": 22719, + "FP": 313, + "IoU": 0.04161118508655127, + "TN": 130975900, + "TP": 1000, + "n_pred": 1313, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8639787008303488, + "FN": 85396, + "FP": 351524, + "IoU": 0.7605303716240658, + "TN": 129175400, + "TP": 1387612, + "n_pred": 1739136, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.42079919249495307, + "FN": 133196, + "FP": 61902, + "IoU": 0.266463384830563, + "TN": 130733963, + "TP": 70871, + "n_pred": 132773, + "n_ref": 204067 + }, + "8": { + "Dice": 0.8937425652433447, + "FN": 21965, + "FP": 2778, + "IoU": 0.8078974542123121, + "TN": 130871131, + "TP": 104058, + "n_pred": 106836, + "n_ref": 126023 + }, + "9": { + "Dice": 0.6585982689113505, + "FN": 17766, + "FP": 23137, + "IoU": 0.4909776494599034, + "TN": 130919576, + "TP": 39453, + "n_pred": 62590, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9446240502775589, + "FN": 5261, + "FP": 854, + "IoU": 0.89505929192909, + "TN": 74368427, + "TP": 52156, + "n_pred": 53010, + "n_ref": 57417 + }, + "10": { + "Dice": 0.6165751118216296, + "FN": 42521, + "FP": 2569, + "IoU": 0.44568745082612116, + "TN": 74345354, + "TP": 36254, + "n_pred": 38823, + "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": 0.34108527131782945, + "FN": 1951, + "FP": 4, + "IoU": 0.205607476635514, + "TN": 74424237, + "TP": 506, + "n_pred": 510, + "n_ref": 2457 + }, + "13": { + "Dice": 0.3819361305231506, + "FN": 75891, + "FP": 12905, + "IoU": 0.23604515107715604, + "TN": 74310466, + "TP": 27436, + "n_pred": 40341, + "n_ref": 103327 + }, + "14": { + "Dice": 0.883818380643442, + "FN": 26628, + "FP": 11301, + "IoU": 0.7918230916156227, + "TN": 74244502, + "TP": 144267, + "n_pred": 155568, + "n_ref": 170895 + }, + "15": { + "Dice": 0.19068899856215754, + "FN": 17311, + "FP": 24341, + "IoU": 0.10539315706952469, + "TN": 74380139, + "TP": 4907, + "n_pred": 29248, + "n_ref": 22218 + }, + "2": { + "Dice": 0.8512898530970104, + "FN": 21949, + "FP": 11872, + "IoU": 0.7410832535885168, + "TN": 74296073, + "TP": 96804, + "n_pred": 108676, + "n_ref": 118753 + }, + "3": { + "Dice": 0.8786866214859438, + "FN": 19171, + "FP": 11761, + "IoU": 0.783622703806819, + "TN": 74283744, + "TP": 112022, + "n_pred": 123783, + "n_ref": 131193 + }, + "4": { + "Dice": 0.5038816464039841, + "FN": 20140, + "FP": 182, + "IoU": 0.3367926375562953, + "TN": 74396056, + "TP": 10320, + "n_pred": 10502, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9670563218737401, + "FN": 21666, + "FP": 37330, + "IoU": 0.9362139895448722, + "TN": 73501793, + "TP": 865909, + "n_pred": 903239, + "n_ref": 887575 + }, + "7": { + "Dice": 0.4910571672671892, + "FN": 97634, + "FP": 11976, + "IoU": 0.32543125996221284, + "TN": 74264209, + "TP": 52879, + "n_pred": 64855, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9140290745774731, + "FN": 4564, + "FP": 2710, + "IoU": 0.8416699316529537, + "TN": 74380756, + "TP": 38668, + "n_pred": 41378, + "n_ref": 43232 + }, + "9": { + "Dice": 0.7613355964114048, + "FN": 7083, + "FP": 9650, + "IoU": 0.6146423471972733, + "TN": 74383276, + "TP": 26689, + "n_pred": 36339, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9306048267305105, + "FN": 7271, + "FP": 12584, + "IoU": 0.870216034251724, + "TN": 106493703, + "TP": 133130, + "n_pred": 145714, + "n_ref": 140401 + }, + "10": { + "Dice": 0.796272370189339, + "FN": 22613, + "FP": 16650, + "IoU": 0.6615054356728424, + "TN": 106530695, + "TP": 76730, + "n_pred": 93380, + "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": 0.6393363789372445, + "FN": 2811, + "FP": 189, + "IoU": 0.4698710019438063, + "TN": 106641029, + "TP": 2659, + "n_pred": 2848, + "n_ref": 5470 + }, + "13": { + "Dice": 0.4424649383765406, + "FN": 27929, + "FP": 4868, + "IoU": 0.28408024273646065, + "TN": 106600877, + "TP": 13014, + "n_pred": 17882, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9274020802460898, + "FN": 4230, + "FP": 6107, + "IoU": 0.8646316230585893, + "TN": 106570326, + "TP": 66025, + "n_pred": 72132, + "n_ref": 70255 + }, + "15": { + "Dice": 0.0536786043096717, + "FN": 24258, + "FP": 56943, + "IoU": 0.027579517148879094, + "TN": 106563184, + "TP": 2303, + "n_pred": 59246, + "n_ref": 26561 + }, + "2": { + "Dice": 0.49576824452939416, + "FN": 123644, + "FP": 4566, + "IoU": 0.3295823550635592, + "TN": 106455449, + "TP": 63029, + "n_pred": 67595, + "n_ref": 186673 + }, + "3": { + "Dice": 0.6582997202561743, + "FN": 7769, + "FP": 140396, + "IoU": 0.49064588432661366, + "TN": 106355800, + "TP": 142723, + "n_pred": 283119, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8476395834289122, + "FN": 845, + "FP": 2476, + "IoU": 0.7355681184807707, + "TN": 106634129, + "TP": 9238, + "n_pred": 11714, + "n_ref": 10083 + }, + "5": { + "Dice": 0.07455570004334634, + "FN": 4270, + "FP": 0, + "IoU": 0.03872129671319226, + "TN": 106642246, + "TP": 172, + "n_pred": 172, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9636359457523095, + "FN": 56714, + "FP": 35052, + "IoU": 0.9298237832571534, + "TN": 105339037, + "TP": 1215885, + "n_pred": 1250937, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.8714882849807127, + "FN": 55793, + "FP": 27095, + "IoU": 0.7722456695682758, + "TN": 106282752, + "TP": 281048, + "n_pred": 308143, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9429309268403429, + "FN": 4577, + "FP": 3467, + "IoU": 0.892023946951596, + "TN": 106572190, + "TP": 66454, + "n_pred": 69921, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8617256928878458, + "FN": 19729, + "FP": 1245, + "IoU": 0.7570457204415666, + "TN": 106560359, + "TP": 65355, + "n_pred": 66600, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.914002601426209, + "FN": 14908, + "FP": 11406, + "IoU": 0.8416250376166114, + "TN": 107960778, + "TP": 139836, + "n_pred": 151242, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8251669185818169, + "FN": 11808, + "FP": 17572, + "IoU": 0.7023694954058736, + "TN": 108028215, + "TP": 69333, + "n_pred": 86905, + "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": 0.6590417310664606, + "FN": 1842, + "FP": 364, + "IoU": 0.49147072383586904, + "TN": 108122590, + "TP": 2132, + "n_pred": 2496, + "n_ref": 3974 + }, + "13": { + "Dice": 0.6492944062968269, + "FN": 37991, + "FP": 4605, + "IoU": 0.48070757189705826, + "TN": 108044901, + "TP": 39431, + "n_pred": 44036, + "n_ref": 77422 + }, + "14": { + "Dice": 0.6937430426204936, + "FN": 8421, + "FP": 19366, + "IoU": 0.5310923235289154, + "TN": 108067669, + "TP": 31472, + "n_pred": 50838, + "n_ref": 39893 + }, + "15": { + "Dice": 0.07736312107529324, + "FN": 22802, + "FP": 82839, + "IoU": 0.04023803034432634, + "TN": 108016858, + "TP": 4429, + "n_pred": 87268, + "n_ref": 27231 + }, + "2": { + "Dice": 0.835723811715516, + "FN": 39689, + "FP": 19560, + "IoU": 0.7178054658550758, + "TN": 107916970, + "TP": 150709, + "n_pred": 170269, + "n_ref": 190398 + }, + "3": { + "Dice": 0.8755863056185137, + "FN": 16735, + "FP": 35413, + "IoU": 0.7787047685328603, + "TN": 107891279, + "TP": 183501, + "n_pred": 218914, + "n_ref": 200236 + }, + "4": { + "Dice": 0.8779089040641782, + "FN": 6826, + "FP": 540, + "IoU": 0.7823864811368135, + "TN": 108093079, + "TP": 26483, + "n_pred": 27023, + "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": 0.9633706229054297, + "FN": 69536, + "FP": 37675, + "IoU": 0.9293298494062866, + "TN": 106609866, + "TP": 1409851, + "n_pred": 1447526, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.7261802853553967, + "FN": 54910, + "FP": 97029, + "IoU": 0.5700808968543885, + "TN": 107773515, + "TP": 201474, + "n_pred": 298503, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9336424357885555, + "FN": 2495, + "FP": 3287, + "IoU": 0.875543501657411, + "TN": 108080470, + "TP": 40676, + "n_pred": 43963, + "n_ref": 43171 + }, + "9": { + "Dice": 0.8870119173684299, + "FN": 8967, + "FP": 4477, + "IoU": 0.7969644340406252, + "TN": 108060713, + "TP": 52771, + "n_pred": 57248, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8254480690059252, + "FN": 18127, + "FP": 26858, + "IoU": 0.7027769885894378, + "TN": 62418809, + "TP": 106366, + "n_pred": 133224, + "n_ref": 124493 + }, + "10": { + "Dice": 0.5552854804305769, + "FN": 25564, + "FP": 28226, + "IoU": 0.38435654443071005, + "TN": 62482788, + "TP": 33582, + "n_pred": 61808, + "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": 0.5681989449886963, + "FN": 2382, + "FP": 483, + "IoU": 0.3968421052631579, + "TN": 62565410, + "TP": 1885, + "n_pred": 2368, + "n_ref": 4267 + }, + "13": { + "Dice": 0.6301228119880268, + "FN": 16132, + "FP": 13895, + "IoU": 0.459984893173153, + "TN": 62514556, + "TP": 25577, + "n_pred": 39472, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9444632448611654, + "FN": 30691, + "FP": 7383, + "IoU": 0.8947705897147469, + "TN": 62208341, + "TP": 323745, + "n_pred": 331128, + "n_ref": 354436 + }, + "15": { + "Dice": 0.5893214994519265, + "FN": 30318, + "FP": 54729, + "IoU": 0.4177574828162226, + "TN": 62424092, + "TP": 61021, + "n_pred": 115750, + "n_ref": 91339 + }, + "2": { + "Dice": 0.6246008501840997, + "FN": 89064, + "FP": 4633, + "IoU": 0.45412333595502347, + "TN": 62398515, + "TP": 77948, + "n_pred": 82581, + "n_ref": 167012 + }, + "3": { + "Dice": 0.7938547378793599, + "FN": 14069, + "FP": 82582, + "IoU": 0.6581750663129974, + "TN": 62287410, + "TP": 186099, + "n_pred": 268681, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9033331227759881, + "FN": 2029, + "FP": 2562, + "IoU": 0.8237078565394363, + "TN": 62544118, + "TP": 21451, + "n_pred": 24013, + "n_ref": 23480 + }, + "5": { + "Dice": 0.3005308289097591, + "FN": 6703, + "FP": 149, + "IoU": 0.17683805862566074, + "TN": 62561836, + "TP": 1472, + "n_pred": 1621, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9383963430120487, + "FN": 47972, + "FP": 137099, + "IoU": 0.883942266810314, + "TN": 60975514, + "TP": 1409575, + "n_pred": 1546674, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.6213534971644612, + "FN": 64136, + "FP": 86092, + "IoU": 0.4506981999276022, + "TN": 62296671, + "TP": 123261, + "n_pred": 209353, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9262273928842948, + "FN": 3726, + "FP": 6851, + "IoU": 0.8625917505683663, + "TN": 62493185, + "TP": 66398, + "n_pred": 73249, + "n_ref": 70124 + }, + "9": { + "Dice": 0.7805268833769835, + "FN": 11598, + "FP": 9771, + "IoU": 0.6400525544494416, + "TN": 62510793, + "TP": 37998, + "n_pred": 47769, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.723673643116734, + "FN": 92834, + "FP": 50641, + "IoU": 0.566997335136065, + "TN": 55049899, + "TP": 187874, + "n_pred": 238515, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8034287374691268, + "FN": 15739, + "FP": 14027, + "IoU": 0.6714424477901895, + "TN": 55290652, + "TP": 60830, + "n_pred": 74857, + "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": 0.514276941971139, + "FN": 3053, + "FP": 111, + "IoU": 0.3461458979127919, + "TN": 55376409, + "TP": 1675, + "n_pred": 1786, + "n_ref": 4728 + }, + "13": { + "Dice": 0.47456098967342875, + "FN": 32238, + "FP": 17881, + "IoU": 0.3110979766879261, + "TN": 55308496, + "TP": 22633, + "n_pred": 40514, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8903834600788313, + "FN": 4037, + "FP": 18406, + "IoU": 0.8024244665117262, + "TN": 55267656, + "TP": 91149, + "n_pred": 109555, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7731275442671262, + "FN": 10467, + "FP": 34954, + "IoU": 0.6301613021422814, + "TN": 55258435, + "TP": 77392, + "n_pred": 112346, + "n_ref": 87859 + }, + "2": { + "Dice": 0.7051965496593355, + "FN": 86431, + "FP": 4650, + "IoU": 0.5446359827615515, + "TN": 55181230, + "TP": 108937, + "n_pred": 113587, + "n_ref": 195368 + }, + "3": { + "Dice": 0.7884431777028393, + "FN": 16251, + "FP": 73711, + "IoU": 0.6507686335403726, + "TN": 55123648, + "TP": 167638, + "n_pred": 241349, + "n_ref": 183889 + }, + "4": { + "Dice": 0.6716926707748787, + "FN": 2286, + "FP": 2722, + "IoU": 0.5056756489981246, + "TN": 55371117, + "TP": 5123, + "n_pred": 7845, + "n_ref": 7409 + }, + "5": { + "Dice": 0.2446311858076564, + "FN": 4854, + "FP": 0, + "IoU": 0.13936170212765958, + "TN": 55375608, + "TP": 786, + "n_pred": 786, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9313851249311382, + "FN": 106530, + "FP": 98607, + "IoU": 0.8715816583323526, + "TN": 53783836, + "TP": 1392275, + "n_pred": 1490882, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.6781337873745582, + "FN": 70107, + "FP": 29705, + "IoU": 0.513012422057202, + "TN": 55176290, + "TP": 105146, + "n_pred": 134851, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9285546516345312, + "FN": 3565, + "FP": 3127, + "IoU": 0.86663743797206, + "TN": 55331069, + "TP": 43487, + "n_pred": 46614, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8097218166990526, + "FN": 10704, + "FP": 8195, + "IoU": 0.6802794742095379, + "TN": 55322137, + "TP": 40212, + "n_pred": 48407, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8221210025516896, + "FN": 81895, + "FP": 7613, + "IoU": 0.6979672821509556, + "TN": 110850263, + "TP": 206844, + "n_pred": 214457, + "n_ref": 288739 + }, + "10": { + "Dice": 0.7972742959771801, + "FN": 14355, + "FP": 20185, + "IoU": 0.6628895460623274, + "TN": 111044156, + "TP": 67919, + "n_pred": 88104, + "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": 0.6473313192346425, + "FN": 1497, + "FP": 254, + "IoU": 0.4785586658725432, + "TN": 111143257, + "TP": 1607, + "n_pred": 1861, + "n_ref": 3104 + }, + "13": { + "Dice": 0.5076573299381594, + "FN": 34683, + "FP": 19455, + "IoU": 0.34017477361089105, + "TN": 111064566, + "TP": 27911, + "n_pred": 47366, + "n_ref": 62594 + }, + "14": { + "Dice": 0.7338292226717126, + "FN": 15811, + "FP": 2546, + "IoU": 0.5795657551188677, + "TN": 111102953, + "TP": 25305, + "n_pred": 27851, + "n_ref": 41116 + }, + "15": { + "Dice": 0.0, + "FN": 25364, + "FP": 105551, + "IoU": 0.0, + "TN": 111015700, + "TP": 0, + "n_pred": 105551, + "n_ref": 25364 + }, + "2": { + "Dice": 0.816268777257309, + "FN": 29549, + "FP": 27325, + "IoU": 0.6895727354103443, + "TN": 110963403, + "TP": 126338, + "n_pred": 153663, + "n_ref": 155887 + }, + "3": { + "Dice": 0.7405164815578924, + "FN": 92911, + "FP": 13368, + "IoU": 0.5879524985558041, + "TN": 110888686, + "TP": 151650, + "n_pred": 165018, + "n_ref": 244561 + }, + "4": { + "Dice": 0.887101562710858, + "FN": 2404, + "FP": 1779, + "IoU": 0.7971091817432217, + "TN": 111125998, + "TP": 16434, + "n_pred": 18213, + "n_ref": 18838 + }, + "5": { + "Dice": 0.15071126489811612, + "FN": 4375, + "FP": 43, + "IoU": 0.0814968814968815, + "TN": 111141805, + "TP": 392, + "n_pred": 435, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9552965705775794, + "FN": 27157, + "FP": 120440, + "IoU": 0.9144189093987458, + "TN": 109421970, + "TP": 1577048, + "n_pred": 1697488, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.3251428267789283, + "FN": 283856, + "FP": 109855, + "IoU": 0.19413167401827838, + "TN": 110658060, + "TP": 94844, + "n_pred": 204699, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8944583113329814, + "FN": 6012, + "FP": 11578, + "IoU": 0.8090679171144182, + "TN": 111054488, + "TP": 74537, + "n_pred": 86115, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8251930856932695, + "FN": 10980, + "FP": 8032, + "IoU": 0.702407413204771, + "TN": 111082729, + "TP": 44874, + "n_pred": 52906, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9575791344155649, + "FN": 11424, + "FP": 5478, + "IoU": 0.9186108663305549, + "TN": 96913356, + "TP": 190767, + "n_pred": 196245, + "n_ref": 202191 + }, + "10": { + "Dice": 0.7339034646615323, + "FN": 20036, + "FP": 19387, + "IoU": 0.5796583784705932, + "TN": 97027237, + "TP": 54365, + "n_pred": 73752, + "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": 0.29678456591639873, + "FN": 4360, + "FP": 14, + "IoU": 0.17424957523126297, + "TN": 97115728, + "TP": 923, + "n_pred": 937, + "n_ref": 5283 + }, + "13": { + "Dice": 0.7270197089504741, + "FN": 17674, + "FP": 7631, + "IoU": 0.5711162333480221, + "TN": 97062023, + "TP": 33697, + "n_pred": 41328, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9236305145670659, + "FN": 10998, + "FP": 9228, + "IoU": 0.8580980110148385, + "TN": 96978490, + "TP": 122309, + "n_pred": 131537, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8900430762078408, + "FN": 7236, + "FP": 7901, + "IoU": 0.8018717277486911, + "TN": 97044625, + "TP": 61263, + "n_pred": 69164, + "n_ref": 68499 + }, + "2": { + "Dice": 0.6498764188941779, + "FN": 82203, + "FP": 9591, + "IoU": 0.48134587676921775, + "TN": 96944040, + "TP": 85191, + "n_pred": 94782, + "n_ref": 167394 + }, + "3": { + "Dice": 0.8104381816623891, + "FN": 21221, + "FP": 71695, + "IoU": 0.6812913538154415, + "TN": 96829486, + "TP": 198623, + "n_pred": 270318, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8320910475274506, + "FN": 1660, + "FP": 4625, + "IoU": 0.7124622563821027, + "TN": 97099167, + "TP": 15573, + "n_pred": 20198, + "n_ref": 17233 + }, + "5": { + "Dice": 0.26935980828483397, + "FN": 10491, + "FP": 180, + "IoU": 0.15564171546130717, + "TN": 97108387, + "TP": 1967, + "n_pred": 2147, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9372844280225137, + "FN": 43218, + "FP": 163467, + "IoU": 0.8819711056632283, + "TN": 95369886, + "TP": 1544454, + "n_pred": 1707921, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.5125612287256123, + "FN": 203289, + "FP": 31559, + "IoU": 0.3445931614962994, + "TN": 96762701, + "TP": 123476, + "n_pred": 155035, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9168870698444126, + "FN": 7027, + "FP": 9848, + "IoU": 0.8465295208992688, + "TN": 97011069, + "TP": 93081, + "n_pred": 102929, + "n_ref": 100108 + }, + "9": { + "Dice": 0.8780688215503171, + "FN": 16367, + "FP": 5595, + "IoU": 0.7826405384006334, + "TN": 97019985, + "TP": 79078, + "n_pred": 84673, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9526223527739612, + "FN": 16173, + "FP": 1827, + "IoU": 0.9095309178088389, + "TN": 78857442, + "TP": 180963, + "n_pred": 182790, + "n_ref": 197136 + }, + "10": { + "Dice": 0.7686793396989428, + "FN": 26959, + "FP": 12796, + "IoU": 0.6242722667473158, + "TN": 78950597, + "TP": 66053, + "n_pred": 78849, + "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": 0.3673555461830451, + "FN": 2133, + "FP": 867, + "IoU": 0.22500645827951435, + "TN": 79052534, + "TP": 871, + "n_pred": 1738, + "n_ref": 3004 + }, + "13": { + "Dice": 0.6892062566792966, + "FN": 26458, + "FP": 8731, + "IoU": 0.5257930625555884, + "TN": 78982199, + "TP": 39017, + "n_pred": 47748, + "n_ref": 65475 + }, + "14": { + "Dice": 0.4220686140222343, + "FN": 18003, + "FP": 36426, + "IoU": 0.2674822351421189, + "TN": 78982101, + "TP": 19875, + "n_pred": 56301, + "n_ref": 37878 + }, + "15": { + "Dice": 0.0023301355940606333, + "FN": 38438, + "FP": 42056, + "IoU": 0.0011664267632898197, + "TN": 78975817, + "TP": 94, + "n_pred": 42150, + "n_ref": 38532 + }, + "2": { + "Dice": 0.8870094344889187, + "FN": 17413, + "FP": 6875, + "IoU": 0.7969604253398205, + "TN": 78936783, + "TP": 95334, + "n_pred": 102209, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9025447309398135, + "FN": 14340, + "FP": 8776, + "IoU": 0.8223977380988967, + "TN": 78926249, + "TP": 107040, + "n_pred": 115816, + "n_ref": 121380 + }, + "4": { + "Dice": 0.6765731826426677, + "FN": 3633, + "FP": 1003, + "IoU": 0.5112282551396943, + "TN": 79046920, + "TP": 4849, + "n_pred": 5852, + "n_ref": 8482 + }, + "5": { + "Dice": 0.07255048616305161, + "FN": 4764, + "FP": 196, + "IoU": 0.037640667442762905, + "TN": 79051251, + "TP": 194, + "n_pred": 390, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9673868420982674, + "FN": 44992, + "FP": 40885, + "IoU": 0.9368337355530073, + "TN": 77696866, + "TP": 1273662, + "n_pred": 1314547, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.6289576591925174, + "FN": 253939, + "FP": 5663, + "IoU": 0.4587441543359555, + "TN": 78576776, + "TP": 220027, + "n_pred": 225690, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9101181951242544, + "FN": 2613, + "FP": 3098, + "IoU": 0.8350613718411553, + "TN": 79021780, + "TP": 28914, + "n_pred": 32012, + "n_ref": 31527 + }, + "9": { + "Dice": 0.8917524635164075, + "FN": 10704, + "FP": 4005, + "IoU": 0.8046509774755631, + "TN": 78981109, + "TP": 60587, + "n_pred": 64592, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9389396057731679, + "FN": 12135, + "FP": 16646, + "IoU": 0.8849068449655493, + "TN": 122461873, + "TP": 221286, + "n_pred": 237932, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8193579300431241, + "FN": 23186, + "FP": 15268, + "IoU": 0.6939935064935064, + "TN": 122586276, + "TP": 87210, + "n_pred": 102478, + "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": 0.47560975609756095, + "FN": 3989, + "FP": 1085, + "IoU": 0.312, + "TN": 122704565, + "TP": 2301, + "n_pred": 3386, + "n_ref": 6290 + }, + "13": { + "Dice": 0.3201838557585235, + "FN": 40286, + "FP": 17100, + "IoU": 0.1906064880112835, + "TN": 122641040, + "TP": 13514, + "n_pred": 30614, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8089799307469436, + "FN": 16112, + "FP": 27138, + "IoU": 0.6792328287585383, + "TN": 122577107, + "TP": 91583, + "n_pred": 118721, + "n_ref": 107695 + }, + "15": { + "Dice": 0.7870630598981205, + "FN": 15243, + "FP": 4153, + "IoU": 0.6488903370623801, + "TN": 122656698, + "TP": 35846, + "n_pred": 39999, + "n_ref": 51089 + }, + "2": { + "Dice": 0.5522404253010741, + "FN": 80951, + "FP": 9843, + "IoU": 0.38144484412470026, + "TN": 122565156, + "TP": 55990, + "n_pred": 65833, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7347799248804678, + "FN": 5418, + "FP": 95982, + "IoU": 0.5807526606081154, + "TN": 122470078, + "TP": 140462, + "n_pred": 236444, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7265994719625393, + "FN": 21717, + "FP": 11213, + "IoU": 0.5705977467139579, + "TN": 122635252, + "TP": 43758, + "n_pred": 54971, + "n_ref": 65475 + }, + "5": { + "Dice": 0.38053922940572815, + "FN": 13130, + "FP": 150, + "IoU": 0.2349789734431707, + "TN": 122694581, + "TP": 4079, + "n_pred": 4229, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9196024217659791, + "FN": 50815, + "FP": 239441, + "IoU": 0.8511703842109014, + "TN": 120761683, + "TP": 1660001, + "n_pred": 1899442, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.4177147847596132, + "FN": 367968, + "FP": 184761, + "IoU": 0.26399462039854327, + "TN": 121960955, + "TP": 198256, + "n_pred": 383017, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9209049255441007, + "FN": 7818, + "FP": 14278, + "IoU": 0.8534048086619607, + "TN": 122561212, + "TP": 128632, + "n_pred": 142910, + "n_ref": 136450 + }, + "9": { + "Dice": 0.7755432771447165, + "FN": 13969, + "FP": 21211, + "IoU": 0.6333774503162874, + "TN": 122615983, + "TP": 60777, + "n_pred": 81988, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/loop_000/summary_cross_val.json b/nnActive_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/loop_000/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..1e4c4ff4fb604cd176d39cf18bfae6b7753ec782 --- /dev/null +++ b/nnActive_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/loop_000/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.33031187134558304, + "FN": 1362.9955555555557, + "FP": 1081.3622222222223, + "IoU": 0.26846870083591173, + "TN": 257406.0555555556, + "TP": 2997.5866666666657, + "n_pred": 4078.9488888888886, + "n_ref": 4360.582222222222 + }, + "mean": { + "1": { + "Dice": 0.3380425636917407, + "FN": 550.8333333333334, + "FP": 2702.6, + "IoU": 0.31646804686742036, + "TN": 255144.36666666667, + "TP": 4450.2, + "n_pred": 7152.8, + "n_ref": 5001.033333333334 + }, + "10": { + "Dice": 0.2675107670505694, + "FN": 3138.3, + "FP": 1749.7333333333333, + "IoU": 0.1888873802929013, + "TN": 256028.5, + "TP": 1931.4666666666667, + "n_pred": 3681.2, + "n_ref": 5069.766666666666 + }, + "11": { + "Dice": 0.0, + "FN": 106.56666666666666, + "FP": 0.0, + "IoU": 0.0, + "TN": 262741.43333333335, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 106.56666666666666 + }, + "12": { + "Dice": 0.06241392262426443, + "FN": 151.63333333333333, + "FP": 28.8, + "IoU": 0.03992951259561857, + "TN": 262634.3333333333, + "TP": 33.233333333333334, + "n_pred": 62.03333333333333, + "n_ref": 184.86666666666667 + }, + "13": { + "Dice": 0.4499035175511082, + "FN": 3396.9666666666667, + "FP": 1064.2333333333333, + "IoU": 0.3231313157016183, + "TN": 256009.83333333334, + "TP": 2376.9666666666667, + "n_pred": 3441.2, + "n_ref": 5773.933333333333 + }, + "14": { + "Dice": 0.5959715640977798, + "FN": 265.3666666666667, + "FP": 1745.5666666666666, + "IoU": 0.49072162343279685, + "TN": 257042.33333333334, + "TP": 3794.733333333333, + "n_pred": 5540.3, + "n_ref": 4060.1 + }, + "15": { + "Dice": 0.3872326410886883, + "FN": 1532.2333333333333, + "FP": 261.2, + "IoU": 0.29209630628294814, + "TN": 259198.83333333334, + "TP": 1855.7333333333333, + "n_pred": 2116.9333333333334, + "n_ref": 3387.9666666666667 + }, + "2": { + "Dice": 0.5846966108538648, + "FN": 483.93333333333334, + "FP": 372.6666666666667, + "IoU": 0.5150117696827989, + "TN": 258416.13333333333, + "TP": 3575.266666666667, + "n_pred": 3947.9333333333334, + "n_ref": 4059.2 + }, + "3": { + "Dice": 0.26400065470983924, + "FN": 1985.8, + "FP": 505.0, + "IoU": 0.2242358524280714, + "TN": 258246.13333333333, + "TP": 2111.0666666666666, + "n_pred": 2616.0666666666666, + "n_ref": 4096.866666666667 + }, + "4": { + "Dice": 0.1187751574679911, + "FN": 130.66666666666666, + "FP": 401.23333333333335, + "IoU": 0.09194428285413238, + "TN": 262068.1, + "TP": 248.0, + "n_pred": 649.2333333333333, + "n_ref": 378.6666666666667 + }, + "5": { + "Dice": 0.06811116344795101, + "FN": 181.26666666666668, + "FP": 96.16666666666667, + "IoU": 0.042801326071513136, + "TN": 262498.26666666666, + "TP": 72.3, + "n_pred": 168.46666666666667, + "n_ref": 253.56666666666666 + }, + "6": { + "Dice": 0.4797995697044424, + "FN": 1832.4, + "FP": 3046.9, + "IoU": 0.41940753741066833, + "TN": 244528.0, + "TP": 13440.7, + "n_pred": 16487.6, + "n_ref": 15273.1 + }, + "7": { + "Dice": 0.3939175634762074, + "FN": 4248.1, + "FP": 2080.266666666667, + "IoU": 0.32125779323019765, + "TN": 249881.03333333333, + "TP": 6638.6, + "n_pred": 8718.866666666667, + "n_ref": 10886.7 + }, + "8": { + "Dice": 0.46453418921072115, + "FN": 353.5, + "FP": 1371.3666666666666, + "IoU": 0.3878226246038765, + "TN": 259069.46666666667, + "TP": 2053.6666666666665, + "n_pred": 3425.0333333333333, + "n_ref": 2407.1666666666665 + }, + "9": { + "Dice": 0.4797681852085782, + "FN": 2087.366666666667, + "FP": 794.7, + "IoU": 0.37331514108411434, + "TN": 257584.06666666668, + "TP": 2381.866666666667, + "n_pred": 3176.5666666666666, + "n_ref": 4469.233333333334 + } + }, + "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": 255, + "IoU": 0.0, + "TN": 174977, + "TP": 0, + "n_pred": 255, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 28830, + "IoU": 0.0, + "TN": 146402, + "TP": 0, + "n_pred": 28830, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.567222006974041, + "FN": 788, + "FP": 329, + "IoU": 0.3958896700919416, + "TN": 173383, + "TP": 732, + "n_pred": 1061, + "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": 0.5920731890818262, + "FN": 2410, + "FP": 11145, + "IoU": 0.4205283857729138, + "TN": 151840, + "TP": 9837, + "n_pred": 20982, + "n_ref": 12247 + }, + "9": { + "Dice": 0.5751163261177422, + "FN": 10415, + "FP": 86, + "IoU": 0.40362335302135394, + "TN": 157624, + "TP": 7107, + "n_pred": 7193, + "n_ref": 17522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.789156829112434, + "FN": 432, + "FP": 30913, + "IoU": 0.6517415699127826, + "TN": 85227, + "TP": 58660, + "n_pred": 89573, + "n_ref": 59092 + }, + "15": { + "Dice": 0.6857287307249389, + "FN": 22120, + "FP": 258, + "IoU": 0.5217558557018294, + "TN": 128440, + "TP": 24414, + "n_pred": 24672, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 157, + "IoU": 0.0, + "TN": 350307, + "TP": 0, + "n_pred": 157, + "n_ref": 0 + }, + "10": { + "Dice": 0.056427905642790564, + "FN": 19979, + "FP": 6341, + "IoU": 0.02903309108348397, + "TN": 323357, + "TP": 787, + "n_pred": 7128, + "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": 0.42406834585358666, + "FN": 13859, + "FP": 1781, + "IoU": 0.2690905692120759, + "TN": 329066, + "TP": 5758, + "n_pred": 7539, + "n_ref": 19617 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3142, + "IoU": 0.0, + "TN": 347322, + "TP": 0, + "n_pred": 3142, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5757575757575758, + "FN": 306, + "FP": 226, + "IoU": 0.40425531914893614, + "TN": 349571, + "TP": 361, + "n_pred": 587, + "n_ref": 667 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 173, + "IoU": 0.0, + "TN": 350291, + "TP": 0, + "n_pred": 173, + "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": 20, + "IoU": 0.0, + "TN": 350444, + "TP": 0, + "n_pred": 20, + "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": 2, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "9": { + "Dice": 0.5834870848708487, + "FN": 4330, + "FP": 10118, + "IoU": 0.41191794203842397, + "TN": 325896, + "TP": 10120, + "n_pred": 20238, + "n_ref": 14450 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 49870, + "IoU": 0.0, + "TN": 475826, + "TP": 0, + "n_pred": 49870, + "n_ref": 0 + }, + "10": { + "Dice": 0.27284966342557965, + "FN": 2640, + "FP": 7082, + "IoU": 0.1579767884981812, + "TN": 514150, + "TP": 1824, + "n_pred": 8906, + "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": 115, + "IoU": 0.0, + "TN": 523578, + "TP": 0, + "n_pred": 115, + "n_ref": 2003 + }, + "13": { + "Dice": 0.12720161834120028, + "FN": 31555, + "FP": 804, + "IoU": 0.06792061526053518, + "TN": 490979, + "TP": 2358, + "n_pred": 3162, + "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": 0.0, + "FN": 0, + "FP": 1563, + "IoU": 0.0, + "TN": 524133, + "TP": 0, + "n_pred": 1563, + "n_ref": 0 + }, + "3": { + "Dice": 0.561675085546684, + "FN": 15727, + "FP": 413, + "IoU": 0.39050640081567917, + "TN": 499215, + "TP": 10341, + "n_pred": 10754, + "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": 6409, + "IoU": 0.0, + "TN": 519287, + "TP": 0, + "n_pred": 6409, + "n_ref": 0 + }, + "7": { + "Dice": 0.26381270440033916, + "FN": 31511, + "FP": 11034, + "IoU": 0.151949449848509, + "TN": 475528, + "TP": 7623, + "n_pred": 18657, + "n_ref": 39134 + }, + "8": { + "Dice": 0.5788888888888889, + "FN": 755, + "FP": 3, + "IoU": 0.4073494917904613, + "TN": 524417, + "TP": 521, + "n_pred": 524, + "n_ref": 1276 + }, + "9": { + "Dice": 0.5571001688969729, + "FN": 2179, + "FP": 4639, + "IoU": 0.3860976048982532, + "TN": 514590, + "TP": 4288, + "n_pred": 8927, + "n_ref": 6467 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4947, + "IoU": 0.0, + "TN": 170285, + "TP": 0, + "n_pred": 4947, + "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": 0, + "IoU": 0.0, + "TN": 175172, + "TP": 0, + "n_pred": 0, + "n_ref": 60 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 180, + "IoU": 0.0, + "TN": 175052, + "TP": 0, + "n_pred": 180, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8919052319842053, + "FN": 6105, + "FP": 3093, + "IoU": 0.8048997772828508, + "TN": 128087, + "TP": 37947, + "n_pred": 41040, + "n_ref": 44052 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9320549069014518, + "FN": 8998, + "FP": 278, + "IoU": 0.8727554561790971, + "TN": 102333, + "TP": 63623, + "n_pred": 63901, + "n_ref": 72621 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1062, + "IoU": 0.0, + "TN": 174170, + "TP": 0, + "n_pred": 1062, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.22730109777141388, + "FN": 22657, + "FP": 19435, + "IoU": 0.12822318414348735, + "TN": 126949, + "TP": 6191, + "n_pred": 25626, + "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": 0.7239375148542662, + "FN": 4931, + "FP": 7846, + "IoU": 0.567321368100237, + "TN": 145702, + "TP": 16753, + "n_pred": 24599, + "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": 0.0, + "FN": 32, + "FP": 2827, + "IoU": 0.0, + "TN": 172373, + "TP": 0, + "n_pred": 2827, + "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": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "6": { + "Dice": 0.7696389195148843, + "FN": 2752, + "FP": 3934, + "IoU": 0.6255390646877625, + "TN": 157377, + "TP": 11169, + "n_pred": 15103, + "n_ref": 13921 + }, + "7": { + "Dice": 0.0, + "FN": 29602, + "FP": 96, + "IoU": 0.0, + "TN": 145534, + "TP": 0, + "n_pred": 96, + "n_ref": 29602 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 348, + "IoU": 0.0, + "TN": 174884, + "TP": 0, + "n_pred": 348, + "n_ref": 0 + }, + "9": { + "Dice": 0.6977059474116094, + "FN": 2570, + "FP": 5903, + "IoU": 0.5357514656731138, + "TN": 156981, + "TP": 9778, + "n_pred": 15681, + "n_ref": 12348 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9516389038151531, + "FN": 2086, + "FP": 74, + "IoU": 0.9077396207073296, + "TN": 151820, + "TP": 21252, + "n_pred": 21326, + "n_ref": 23338 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 520, + "IoU": 0.0, + "TN": 174712, + "TP": 0, + "n_pred": 520, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 540, + "IoU": 0.0, + "TN": 174692, + "TP": 0, + "n_pred": 540, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 834, + "IoU": 0.0, + "TN": 174398, + "TP": 0, + "n_pred": 834, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7432, + "IoU": 0.0, + "TN": 167800, + "TP": 0, + "n_pred": 7432, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6507161970722494, + "FN": 2110, + "FP": 109, + "IoU": 0.48226784881007934, + "TN": 170946, + "TP": 2067, + "n_pred": 2176, + "n_ref": 4177 + }, + "7": { + "Dice": 0.8677840785533866, + "FN": 12179, + "FP": 3629, + "IoU": 0.7664475142202851, + "TN": 107547, + "TP": 51877, + "n_pred": 55506, + "n_ref": 64056 + }, + "8": { + "Dice": 0.8720127456186936, + "FN": 223, + "FP": 18, + "IoU": 0.7730696798493408, + "TN": 174170, + "TP": 821, + "n_pred": 839, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.8207318323140524, + "FN": 3972, + "FP": 1275, + "IoU": 0.6959670877274308, + "TN": 157974, + "TP": 12011, + "n_pred": 13286, + "n_ref": 15983 + }, + "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": 102, + "IoU": 0.0, + "TN": 175130, + "TP": 0, + "n_pred": 102, + "n_ref": 0 + }, + "13": { + "Dice": 0.4788902720967455, + "FN": 13649, + "FP": 1002, + "IoU": 0.31482953748304726, + "TN": 153849, + "TP": 6732, + "n_pred": 7734, + "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": 0.0, + "FN": 0, + "FP": 174, + "IoU": 0.0, + "TN": 175058, + "TP": 0, + "n_pred": 174, + "n_ref": 0 + }, + "4": { + "Dice": 0.0027210884353741495, + "FN": 12, + "FP": 721, + "IoU": 0.0013623978201634877, + "TN": 174498, + "TP": 1, + "n_pred": 722, + "n_ref": 13 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1677, + "IoU": 0.0, + "TN": 173555, + "TP": 0, + "n_pred": 1677, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.7918060200668896, + "FN": 381, + "FP": 615, + "IoU": 0.655363321799308, + "TN": 172342, + "TP": 1894, + "n_pred": 2509, + "n_ref": 2275 + }, + "8": { + "Dice": 0.3273512547471889, + "FN": 2243, + "FP": 15823, + "IoU": 0.19570830736354733, + "TN": 152770, + "TP": 4396, + "n_pred": 20219, + "n_ref": 6639 + }, + "9": { + "Dice": 0.0001371836202757391, + "FN": 14510, + "FP": 67, + "IoU": 6.859651529702291e-05, + "TN": 160654, + "TP": 1, + "n_pred": 68, + "n_ref": 14511 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": 0.07921737055595324, + "FN": 1797, + "FP": 2062, + "IoU": 0.04124223602484472, + "TN": 346439, + "TP": 166, + "n_pred": 2228, + "n_ref": 1963 + }, + "11": { + "Dice": 0.0, + "FN": 2752, + "FP": 0, + "IoU": 0.0, + "TN": 347712, + "TP": 0, + "n_pred": 0, + "n_ref": 2752 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 350451, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "13": { + "Dice": 0.5274322283742, + "FN": 11170, + "FP": 1974, + "IoU": 0.3581717857317252, + "TN": 329985, + "TP": 7335, + "n_pred": 9309, + "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": 0.8667178848650224, + "FN": 4598, + "FP": 433, + "IoU": 0.764785637477208, + "TN": 329075, + "TP": 16358, + "n_pred": 16791, + "n_ref": 20956 + }, + "3": { + "Dice": 0.0016680567139282735, + "FN": 0, + "FP": 3591, + "IoU": 0.0008347245409015025, + "TN": 346870, + "TP": 3, + "n_pred": 3594, + "n_ref": 3 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 113, + "IoU": 0.0, + "TN": 350351, + "TP": 0, + "n_pred": 113, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9613696690851177, + "FN": 866, + "FP": 3500, + "IoU": 0.9256129351029936, + "TN": 291771, + "TP": 54327, + "n_pred": 57827, + "n_ref": 55193 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 357, + "IoU": 0.0, + "TN": 350107, + "TP": 0, + "n_pred": 357, + "n_ref": 0 + }, + "8": { + "Dice": 0.9680368175513807, + "FN": 321, + "FP": 693, + "IoU": 0.9380536379742196, + "TN": 334095, + "TP": 15355, + "n_pred": 16048, + "n_ref": 15676 + }, + "9": { + "Dice": 0.8463394635117722, + "FN": 5989, + "FP": 570, + "IoU": 0.7336122167167574, + "TN": 325842, + "TP": 18063, + "n_pred": 18633, + "n_ref": 24052 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1227, + "IoU": 0.0, + "TN": 524469, + "TP": 0, + "n_pred": 1227, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 5, + "FP": 204, + "IoU": 0.0, + "TN": 525487, + "TP": 0, + "n_pred": 204, + "n_ref": 5 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 257, + "FP": 113, + "IoU": 0.0, + "TN": 525326, + "TP": 0, + "n_pred": 113, + "n_ref": 257 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2773, + "IoU": 0.0, + "TN": 522923, + "TP": 0, + "n_pred": 2773, + "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": 847, + "IoU": 0.0, + "TN": 524849, + "TP": 0, + "n_pred": 847, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7595423063312043, + "FN": 11900, + "FP": 2369, + "IoU": 0.612308110311099, + "TN": 488891, + "TP": 22536, + "n_pred": 24905, + "n_ref": 34436 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.40866698068770607, + "FN": 5438, + "FP": 839, + "IoU": 0.25680795642907883, + "TN": 517250, + "TP": 2169, + "n_pred": 3008, + "n_ref": 7607 + }, + "6": { + "Dice": 0.8670507774122599, + "FN": 6173, + "FP": 14802, + "IoU": 0.7653041814458829, + "TN": 436325, + "TP": 68396, + "n_pred": 83198, + "n_ref": 74569 + }, + "7": { + "Dice": 0.8823741171340638, + "FN": 6975, + "FP": 16224, + "IoU": 0.7895075898487475, + "TN": 415483, + "TP": 87014, + "n_pred": 103238, + "n_ref": 93989 + }, + "8": { + "Dice": 0.856843769360593, + "FN": 464, + "FP": 6237, + "IoU": 0.7495421416557653, + "TN": 498941, + "TP": 20054, + "n_pred": 26291, + "n_ref": 20518 + }, + "9": { + "Dice": 0.6055276381909548, + "FN": 993, + "FP": 263, + "IoU": 0.43423423423423424, + "TN": 523476, + "TP": 964, + "n_pred": 1227, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.0, + "FN": 0, + "FP": 6696, + "IoU": 0.0, + "TN": 168536, + "TP": 0, + "n_pred": 6696, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6929141270326877, + "FN": 26088, + "FP": 10, + "IoU": 0.5301213496093047, + "TN": 119690, + "TP": 29444, + "n_pred": 29454, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": 0.9428376104333193, + "FN": 3105, + "FP": 1243, + "IoU": 0.8918569367756056, + "TN": 310258, + "TP": 35858, + "n_pred": 37101, + "n_ref": 38963 + }, + "15": { + "Dice": 0.027079303675048357, + "FN": 0, + "FP": 1509, + "IoU": 0.013725490196078431, + "TN": 348934, + "TP": 21, + "n_pred": 1530, + "n_ref": 21 + }, + "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": 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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 250, + "IoU": 0.0, + "TN": 350214, + "TP": 0, + "n_pred": 250, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.436033015217952, + "FN": 23462, + "FP": 2776, + "IoU": 0.2787993732992496, + "TN": 314083, + "TP": 10143, + "n_pred": 12919, + "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": 0.6265523358959195, + "FN": 8097, + "FP": 2007, + "IoU": 0.45618945102260494, + "TN": 331884, + "TP": 8476, + "n_pred": 10483, + "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": 0.7347068145800317, + "FN": 804, + "FP": 33, + "IoU": 0.5806613226452906, + "TN": 348468, + "TP": 1159, + "n_pred": 1192, + "n_ref": 1963 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 190, + "IoU": 0.0, + "TN": 350274, + "TP": 0, + "n_pred": 190, + "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": 0.6882329154872624, + "FN": 171, + "FP": 2142, + "IoU": 0.5246609124537608, + "TN": 345598, + "TP": 2553, + "n_pred": 4695, + "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": 5796, + "IoU": 0.0, + "TN": 344668, + "TP": 0, + "n_pred": 5796, + "n_ref": 0 + }, + "9": { + "Dice": 0.03824969400244798, + "FN": 18617, + "FP": 241, + "IoU": 0.019497738262361567, + "TN": 331231, + "TP": 375, + "n_pred": 616, + "n_ref": 18992 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 21204, + "IoU": 0.0, + "TN": 329260, + "TP": 0, + "n_pred": 21204, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 276, + "IoU": 0.0, + "TN": 350188, + "TP": 0, + "n_pred": 276, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 23, + "IoU": 0.0, + "TN": 350441, + "TP": 0, + "n_pred": 23, + "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": 0.24423683571948557, + "FN": 1834, + "FP": 10624, + "IoU": 0.13910579780250157, + "TN": 335993, + "TP": 2013, + "n_pred": 12637, + "n_ref": 3847 + }, + "7": { + "Dice": 0.0, + "FN": 5, + "FP": 4, + "IoU": 0.0, + "TN": 350455, + "TP": 0, + "n_pred": 4, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7350588235294118, + "FN": 1102, + "FP": 587, + "IoU": 0.5811011904761905, + "TN": 346432, + "TP": 2343, + "n_pred": 2930, + "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": 0.9576447662533673, + "FN": 2277, + "FP": 2157, + "IoU": 0.9187316715542522, + "TN": 295904, + "TP": 50126, + "n_pred": 52283, + "n_ref": 52403 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 245, + "IoU": 0.0, + "TN": 350219, + "TP": 0, + "n_pred": 245, + "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": 0.9617621680355374, + "FN": 2896, + "FP": 1890, + "IoU": 0.926340900346287, + "TN": 285489, + "TP": 60189, + "n_pred": 62079, + "n_ref": 63085 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 154, + "IoU": 0.0, + "TN": 350310, + "TP": 0, + "n_pred": 154, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9628356556242502, + "FN": 2086, + "FP": 1136, + "IoU": 0.928334704953402, + "TN": 130273, + "TP": 41737, + "n_pred": 42873, + "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": 0.8865213082259663, + "FN": 3537, + "FP": 127, + "IoU": 0.7961726746773475, + "TN": 157256, + "TP": 14312, + "n_pred": 14439, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.875657760851237, + "FN": 8095, + "FP": 459, + "IoU": 0.7788178104152661, + "TN": 136558, + "TP": 30120, + "n_pred": 30579, + "n_ref": 38215 + }, + "10": { + "Dice": 0.2977303070761015, + "FN": 1051, + "FP": 1, + "IoU": 0.17490196078431372, + "TN": 173957, + "TP": 223, + "n_pred": 224, + "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": 0.8247232472324724, + "FN": 55, + "FP": 325, + "IoU": 0.7017268445839875, + "TN": 173958, + "TP": 894, + "n_pred": 1219, + "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": 0.0, + "FN": 0, + "FP": 2133, + "IoU": 0.0, + "TN": 173099, + "TP": 0, + "n_pred": 2133, + "n_ref": 0 + }, + "7": { + "Dice": 0.7453508850482076, + "FN": 8442, + "FP": 89, + "IoU": 0.5940711838599163, + "TN": 154216, + "TP": 12485, + "n_pred": 12574, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.6561085972850679, + "FN": 91, + "FP": 1885, + "IoU": 0.4882154882154882, + "TN": 346603, + "TP": 1885, + "n_pred": 3770, + "n_ref": 1976 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7163315321699589, + "FN": 9106, + "FP": 501, + "IoU": 0.5580346873993651, + "TN": 328727, + "TP": 12130, + "n_pred": 12631, + "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": 0.9565217391304348, + "FN": 1, + "FP": 0, + "IoU": 0.9166666666666666, + "TN": 350452, + "TP": 11, + "n_pred": 11, + "n_ref": 12 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7099298563725724, + "FN": 1572, + "FP": 4507, + "IoU": 0.5503032993046308, + "TN": 336946, + "TP": 7439, + "n_pred": 11946, + "n_ref": 9011 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 177, + "IoU": 0.0, + "TN": 350287, + "TP": 0, + "n_pred": 177, + "n_ref": 0 + }, + "6": { + "Dice": 0.971295508037458, + "FN": 1276, + "FP": 4456, + "IoU": 0.9441929296764708, + "TN": 247753, + "TP": 96979, + "n_pred": 101435, + "n_ref": 98255 + }, + "7": { + "Dice": 0.847919931810058, + "FN": 3615, + "FP": 1916, + "IoU": 0.7359904534606205, + "TN": 329514, + "TP": 15419, + "n_pred": 17335, + "n_ref": 19034 + }, + "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": 50, + "IoU": 0.0, + "TN": 350414, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9283358803185072, + "FN": 4252, + "FP": 1985, + "IoU": 0.866256379465626, + "TN": 303830, + "TP": 40397, + "n_pred": 42382, + "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": 60, + "IoU": 0.0, + "TN": 350404, + "TP": 0, + "n_pred": 60, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6694004524886877, + "FN": 1484, + "FP": 12544, + "IoU": 0.5030818278427205, + "TN": 322234, + "TP": 14202, + "n_pred": 26746, + "n_ref": 15686 + }, + "15": { + "Dice": 0.4417403025310768, + "FN": 10590, + "FP": 4320, + "IoU": 0.2834831082704599, + "TN": 329655, + "TP": 5899, + "n_pred": 10219, + "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": 3563, + "IoU": 0.0, + "TN": 346901, + "TP": 0, + "n_pred": 3563, + "n_ref": 0 + }, + "7": { + "Dice": 0.7084144247281053, + "FN": 2390, + "FP": 157, + "IoU": 0.5484843112923241, + "TN": 344823, + "TP": 3094, + "n_pred": 3251, + "n_ref": 5484 + }, + "8": { + "Dice": 0.4377172653534183, + "FN": 3802, + "FP": 80, + "IoU": 0.28017800852957536, + "TN": 345071, + "TP": 1511, + "n_pred": 1591, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 350445, + "TP": 0, + "n_pred": 19, + "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": 0.5784629284544582, + "FN": 2940, + "FP": 4525, + "IoU": 0.4069277826328752, + "TN": 337877, + "TP": 5122, + "n_pred": 9647, + "n_ref": 8062 + }, + "15": { + "Dice": 0.7816148685123776, + "FN": 13257, + "FP": 902, + "IoU": 0.6415170772463732, + "TN": 310967, + "TP": 25338, + "n_pred": 26240, + "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": 0.0, + "FN": 0, + "FP": 7654, + "IoU": 0.0, + "TN": 342810, + "TP": 0, + "n_pred": 7654, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1948, + "IoU": 0.0, + "TN": 348516, + "TP": 0, + "n_pred": 1948, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "10": { + "Dice": 0.6312401823684917, + "FN": 18495, + "FP": 10380, + "IoU": 0.46117673403123777, + "TN": 296875, + "TP": 24714, + "n_pred": 35094, + "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": 0.436897458369851, + "FN": 2289, + "FP": 281, + "IoU": 0.27950658816933, + "TN": 346897, + "TP": 997, + "n_pred": 1278, + "n_ref": 3286 + }, + "13": { + "Dice": 0.4721475325239686, + "FN": 7652, + "FP": 11783, + "IoU": 0.3090269136416966, + "TN": 322337, + "TP": 8692, + "n_pred": 20475, + "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": 0.8637120959680107, + "FN": 395, + "FP": 14, + "IoU": 0.7601173020527859, + "TN": 348759, + "TP": 1296, + "n_pred": 1310, + "n_ref": 1691 + }, + "3": { + "Dice": 0.925879816597334, + "FN": 2368, + "FP": 73, + "IoU": 0.8619890314920563, + "TN": 332777, + "TP": 15246, + "n_pred": 15319, + "n_ref": 17614 + }, + "4": { + "Dice": 0.0, + "FN": 2075, + "FP": 0, + "IoU": 0.0, + "TN": 348389, + "TP": 0, + "n_pred": 0, + "n_ref": 2075 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 116, + "IoU": 0.0, + "TN": 350348, + "TP": 0, + "n_pred": 116, + "n_ref": 0 + }, + "6": { + "Dice": 0.8971202303815695, + "FN": 1808, + "FP": 1050, + "IoU": 0.8134342972778902, + "TN": 335145, + "TP": 12461, + "n_pred": 13511, + "n_ref": 14269 + }, + "7": { + "Dice": 0.40738372692585334, + "FN": 32343, + "FP": 25123, + "IoU": 0.25579528089305603, + "TN": 273246, + "TP": 19752, + "n_pred": 44875, + "n_ref": 52095 + }, + "8": { + "Dice": 0.9414863399266643, + "FN": 387, + "FP": 746, + "IoU": 0.8894418423106948, + "TN": 340216, + "TP": 9115, + "n_pred": 9861, + "n_ref": 9502 + }, + "9": { + "Dice": 0.8940183454631584, + "FN": 3018, + "FP": 1904, + "IoU": 0.8083482594813488, + "TN": 324782, + "TP": 20760, + "n_pred": 22664, + "n_ref": 23778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.3628377796254687, + "FN": 787.9733333333334, + "FP": 837.18, + "IoU": 0.3023571012846944, + "TN": 229262.67333333337, + "TP": 2754.8399999999997, + "n_pred": 3592.019999999999, + "n_ref": 3542.813333333333 + }, + "mean": { + "1": { + "Dice": 0.35025553928713504, + "FN": 169.5, + "FP": 273.4, + "IoU": 0.28228129648413813, + "TN": 233160.16666666666, + "TP": 39.6, + "n_pred": 313.0, + "n_ref": 209.1 + }, + "10": { + "Dice": 0.18805957421072614, + "FN": 1280.5333333333333, + "FP": 1327.5, + "IoU": 0.1483932080339672, + "TN": 229120.7, + "TP": 1913.9333333333334, + "n_pred": 3241.4333333333334, + "n_ref": 3194.4666666666667 + }, + "11": { + "Dice": 0.0, + "FN": 36.6, + "FP": 0.0, + "IoU": 0.0, + "TN": 233606.06666666668, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 36.6 + }, + "12": { + "Dice": 0.6321830950201123, + "FN": 9.633333333333333, + "FP": 86.86666666666666, + "IoU": 0.4653868417709289, + "TN": 233462.0, + "TP": 84.16666666666667, + "n_pred": 171.03333333333333, + "n_ref": 93.8 + }, + "13": { + "Dice": 0.17106566209002144, + "FN": 1538.5666666666666, + "FP": 824.0666666666667, + "IoU": 0.12689952310972535, + "TN": 230085.93333333332, + "TP": 1194.1, + "n_pred": 2018.1666666666667, + "n_ref": 2732.6666666666665 + }, + "14": { + "Dice": 0.44268106913462546, + "FN": 295.1333333333333, + "FP": 881.7666666666667, + "IoU": 0.3983796126721482, + "TN": 228975.33333333334, + "TP": 3490.4333333333334, + "n_pred": 4372.2, + "n_ref": 3785.5666666666666 + }, + "15": { + "Dice": 0.4955404685346503, + "FN": 182.03333333333333, + "FP": 404.53333333333336, + "IoU": 0.3974663030826879, + "TN": 232351.96666666667, + "TP": 704.1333333333333, + "n_pred": 1108.6666666666667, + "n_ref": 886.1666666666666 + }, + "2": { + "Dice": 0.3536072906602423, + "FN": 447.8, + "FP": 794.6666666666666, + "IoU": 0.30567111823386467, + "TN": 231445.3, + "TP": 954.9, + "n_pred": 1749.5666666666666, + "n_ref": 1402.7 + }, + "3": { + "Dice": 0.43493291252553784, + "FN": 1243.3, + "FP": 414.6, + "IoU": 0.3936191192401328, + "TN": 227023.43333333332, + "TP": 4961.333333333333, + "n_pred": 5375.933333333333, + "n_ref": 6204.633333333333 + }, + "4": { + "Dice": 0.3614196801964536, + "FN": 1271.9666666666667, + "FP": 356.7, + "IoU": 0.29234211480928773, + "TN": 230551.5, + "TP": 1462.5, + "n_pred": 1819.2, + "n_ref": 2734.4666666666667 + }, + "5": { + "Dice": 0.0677832570580149, + "FN": 750.0333333333333, + "FP": 75.93333333333334, + "IoU": 0.041901712082129706, + "TN": 232763.56666666668, + "TP": 53.13333333333333, + "n_pred": 129.06666666666666, + "n_ref": 803.1666666666666 + }, + "6": { + "Dice": 0.6427400033705685, + "FN": 1314.2666666666667, + "FP": 3185.9333333333334, + "IoU": 0.588311087812632, + "TN": 211925.2, + "TP": 17217.266666666666, + "n_pred": 20403.2, + "n_ref": 18531.533333333333 + }, + "7": { + "Dice": 0.24280549286941536, + "FN": 1158.9, + "FP": 2522.7, + "IoU": 0.18481511608793352, + "TN": 227247.83333333334, + "TP": 2713.233333333333, + "n_pred": 5235.933333333333, + "n_ref": 3872.133333333333 + }, + "8": { + "Dice": 0.5331057701710902, + "FN": 940.2666666666667, + "FP": 615.0, + "IoU": 0.48166938985137, + "TN": 228406.66666666666, + "TP": 3680.733333333333, + "n_pred": 4295.733333333334, + "n_ref": 4621.0 + }, + "9": { + "Dice": 0.5263868792534369, + "FN": 1181.0666666666666, + "FP": 794.0333333333333, + "IoU": 0.4282200759994704, + "TN": 228814.43333333332, + "TP": 2853.133333333333, + "n_pred": 3647.1666666666665, + "n_ref": 4034.2 + } + }, + "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": 30, + "IoU": 0.0, + "TN": 175202, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7647774264169301, + "FN": 898, + "FP": 69, + "IoU": 0.6191413942497046, + "TN": 172693, + "TP": 1572, + "n_pred": 1641, + "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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "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": 327, + "IoU": 0.0, + "TN": 174905, + "TP": 0, + "n_pred": 327, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.831786707531642, + "FN": 1003, + "FP": 22707, + "IoU": 0.7120161300117817, + "TN": 268133, + "TP": 58621, + "n_pred": 81328, + "n_ref": 59624 + }, + "15": { + "Dice": 0.6750014639573696, + "FN": 4766, + "FP": 6334, + "IoU": 0.509435629999558, + "TN": 327837, + "TP": 11527, + "n_pred": 17861, + "n_ref": 16293 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 350454, + "TP": 0, + "n_pred": 10, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.9324789265439533, + "FN": 1065, + "FP": 505, + "IoU": 0.8734993151236806, + "TN": 162821, + "TP": 10841, + "n_pred": 11346, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.7515965646333407, + "FN": 4586, + "FP": 11206, + "IoU": 0.6020462162638913, + "TN": 135549, + "TP": 23891, + "n_pred": 35097, + "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": 0.6248979258533399, + "FN": 14157, + "FP": 4217, + "IoU": 0.45443748329819766, + "TN": 141553, + "TP": 15305, + "n_pred": 19522, + "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": 0.820424948594928, + "FN": 414, + "FP": 110, + "IoU": 0.6955258570598489, + "TN": 173511, + "TP": 1197, + "n_pred": 1307, + "n_ref": 1611 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 175190, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1200, + "IoU": 0.0, + "TN": 174032, + "TP": 0, + "n_pred": 1200, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1123, + "IoU": 0.0, + "TN": 174109, + "TP": 0, + "n_pred": 1123, + "n_ref": 0 + }, + "6": { + "Dice": 0.9127827745979831, + "FN": 318, + "FP": 322, + "IoU": 0.8395587866633242, + "TN": 171243, + "TP": 3349, + "n_pred": 3671, + "n_ref": 3667 + }, + "7": { + "Dice": 0.09826589595375723, + "FN": 1587, + "FP": 597, + "IoU": 0.05167173252279635, + "TN": 172929, + "TP": 119, + "n_pred": 716, + "n_ref": 1706 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2700, + "IoU": 0.0, + "TN": 172532, + "TP": 0, + "n_pred": 2700, + "n_ref": 0 + }, + "9": { + "Dice": 0.8653634085213032, + "FN": 868, + "FP": 3161, + "IoU": 0.762678918536844, + "TN": 158255, + "TP": 12948, + "n_pred": 16109, + "n_ref": 13816 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.1466572655599, + "FN": 13312, + "FP": 1, + "IoU": 0.07913121671162758, + "TN": 160775, + "TP": 1144, + "n_pred": 1145, + "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": 0.7400531222896791, + "FN": 14184, + "FP": 4998, + "IoU": 0.5873685116269064, + "TN": 128745, + "TP": 27305, + "n_pred": 32303, + "n_ref": 41489 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8531079205514039, + "FN": 2875, + "FP": 15858, + "IoU": 0.7438432402127688, + "TN": 102101, + "TP": 54398, + "n_pred": 70256, + "n_ref": 57273 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 17527, + "IoU": 0.0, + "TN": 157705, + "TP": 0, + "n_pred": 17527, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.6555472574890051, + "FN": 2030, + "FP": 6272, + "IoU": 0.4875941241821997, + "TN": 334262, + "TP": 7900, + "n_pred": 14172, + "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": 0.716477170185887, + "FN": 4522, + "FP": 4904, + "IoU": 0.5582114735658043, + "TN": 329128, + "TP": 11910, + "n_pred": 16814, + "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": 0.8926084026061559, + "FN": 209, + "FP": 747, + "IoU": 0.8060458510854128, + "TN": 345535, + "TP": 3973, + "n_pred": 4720, + "n_ref": 4182 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.952897968268886, + "FN": 2476, + "FP": 1333, + "IoU": 0.9100335396098068, + "TN": 308126, + "TP": 38529, + "n_pred": 39862, + "n_ref": 41005 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5172, + "IoU": 0.0, + "TN": 345292, + "TP": 0, + "n_pred": 5172, + "n_ref": 0 + }, + "8": { + "Dice": 0.6574560550042161, + "FN": 762, + "FP": 9800, + "IoU": 0.48970915064257414, + "TN": 329766, + "TP": 10136, + "n_pred": 19936, + "n_ref": 10898 + }, + "9": { + "Dice": 0.5063520871143375, + "FN": 9574, + "FP": 218, + "IoU": 0.33900364520048604, + "TN": 335650, + "TP": 5022, + "n_pred": 5240, + "n_ref": 14596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.0, + "FN": 0, + "FP": 177, + "IoU": 0.0, + "TN": 350287, + "TP": 0, + "n_pred": 177, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 3213, + "IoU": 0.0, + "TN": 347251, + "TP": 0, + "n_pred": 3213, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 238, + "IoU": 0.0, + "TN": 350226, + "TP": 0, + "n_pred": 238, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.39284364369409097, + "FN": 4053, + "FP": 766, + "IoU": 0.24443399184697398, + "TN": 344086, + "TP": 1559, + "n_pred": 2325, + "n_ref": 5612 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 536, + "IoU": 0.0, + "TN": 349928, + "TP": 0, + "n_pred": 536, + "n_ref": 0 + }, + "7": { + "Dice": 0.6631299734748011, + "FN": 7, + "FP": 120, + "IoU": 0.49603174603174605, + "TN": 350212, + "TP": 125, + "n_pred": 245, + "n_ref": 132 + }, + "8": { + "Dice": 0.9683983781044095, + "FN": 2046, + "FP": 448, + "IoU": 0.9387328960621023, + "TN": 309757, + "TP": 38213, + "n_pred": 38661, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 175151, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 35, + "IoU": 0.0, + "TN": 175197, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": 0.5555017161316373, + "FN": 19753, + "FP": 2263, + "IoU": 0.3845637771503648, + "TN": 314691, + "TP": 13757, + "n_pred": 16020, + "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": 126, + "IoU": 0.0, + "TN": 350338, + "TP": 0, + "n_pred": 126, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 350457, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.7617542099334551, + "FN": 8901, + "FP": 16268, + "IoU": 0.6151882090328105, + "TN": 285058, + "TP": 40237, + "n_pred": 56505, + "n_ref": 49138 + }, + "7": { + "Dice": 0.7253814488895463, + "FN": 6297, + "FP": 4844, + "IoU": 0.5690968864823052, + "TN": 324609, + "TP": 14714, + "n_pred": 19558, + "n_ref": 21011 + }, + "8": { + "Dice": 0.9500658603760028, + "FN": 25, + "FP": 392, + "IoU": 0.9048813868613139, + "TN": 346080, + "TP": 3967, + "n_pred": 4359, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 175206, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 256, + "IoU": 0.0, + "TN": 174976, + "TP": 0, + "n_pred": 256, + "n_ref": 0 + }, + "8": { + "Dice": 0.9844344731548816, + "FN": 384, + "FP": 119, + "IoU": 0.9693460905600585, + "TN": 158823, + "TP": 15906, + "n_pred": 16025, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.504802151363811, + "FN": 1222, + "FP": 67, + "IoU": 0.33761562178828364, + "TN": 348518, + "TP": 657, + "n_pred": 724, + "n_ref": 1879 + }, + "10": { + "Dice": 0.0, + "FN": 144, + "FP": 9567, + "IoU": 0.0, + "TN": 340753, + "TP": 0, + "n_pred": 9567, + "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": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.942554073815396, + "FN": 1535, + "FP": 3729, + "IoU": 0.8913496666597865, + "TN": 302015, + "TP": 43185, + "n_pred": 46914, + "n_ref": 44720 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 345239, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "6": { + "Dice": 0.8569241293937518, + "FN": 2343, + "FP": 6441, + "IoU": 0.7496651372224914, + "TN": 315375, + "TP": 26305, + "n_pred": 32746, + "n_ref": 28648 + }, + "7": { + "Dice": 0.37069449119264, + "FN": 1360, + "FP": 4249, + "IoU": 0.227516870954414, + "TN": 343203, + "TP": 1652, + "n_pred": 5901, + "n_ref": 3012 + }, + "8": { + "Dice": 0.9259379532809422, + "FN": 1850, + "FP": 1571, + "IoU": 0.862089816979763, + "TN": 325658, + "TP": 21385, + "n_pred": 22956, + "n_ref": 23235 + }, + "9": { + "Dice": 0.8562504370527494, + "FN": 4466, + "FP": 1701, + "IoU": 0.7486345479742398, + "TN": 325930, + "TP": 18367, + "n_pred": 20068, + "n_ref": 22833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.01841959845275373, + "FN": 3763, + "FP": 6895, + "IoU": 0.009295408068414203, + "TN": 339706, + "TP": 100, + "n_pred": 6995, + "n_ref": 3863 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1430, + "IoU": 0.0, + "TN": 349034, + "TP": 0, + "n_pred": 1430, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1098, + "FP": 0, + "IoU": 0.0, + "TN": 349366, + "TP": 0, + "n_pred": 0, + "n_ref": 1098 + }, + "12": { + "Dice": 0.5682362330407024, + "FN": 224, + "FP": 1399, + "IoU": 0.39687848383500557, + "TN": 347773, + "TP": 1068, + "n_pred": 2467, + "n_ref": 1292 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 111, + "IoU": 0.0, + "TN": 350353, + "TP": 0, + "n_pred": 111, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7127894903164642, + "FN": 12388, + "FP": 336, + "IoU": 0.5537474134605268, + "TN": 321951, + "TP": 15789, + "n_pred": 16125, + "n_ref": 28177 + }, + "3": { + "Dice": 0.0, + "FN": 5, + "FP": 6896, + "IoU": 0.0, + "TN": 343563, + "TP": 0, + "n_pred": 6896, + "n_ref": 5 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.013855898653998416, + "FN": 4982, + "FP": 0, + "IoU": 0.006976280645804266, + "TN": 345447, + "TP": 35, + "n_pred": 35, + "n_ref": 5017 + }, + "6": { + "Dice": 0.883732624145175, + "FN": 15330, + "FP": 5480, + "IoU": 0.791685435999079, + "TN": 250567, + "TP": 79087, + "n_pred": 84567, + "n_ref": 94417 + }, + "7": { + "Dice": 0.7367666387859959, + "FN": 5955, + "FP": 7263, + "IoU": 0.5832387438516837, + "TN": 318748, + "TP": 18498, + "n_pred": 25761, + "n_ref": 24453 + }, + "8": { + "Dice": 0.9214470445268439, + "FN": 525, + "FP": 1996, + "IoU": 0.8543363956780493, + "TN": 333157, + "TP": 14786, + "n_pred": 16782, + "n_ref": 15311 + }, + "9": { + "Dice": 0.8938349287100877, + "FN": 1886, + "FP": 1286, + "IoU": 0.8080484114977307, + "TN": 333939, + "TP": 13353, + "n_pred": 14639, + "n_ref": 15239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": 0.0, + "FN": 0, + "FP": 366, + "IoU": 0.0, + "TN": 350098, + "TP": 0, + "n_pred": 366, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 1019, + "IoU": 0.0, + "TN": 349445, + "TP": 0, + "n_pred": 1019, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 9031, + "IoU": 0.0, + "TN": 341433, + "TP": 0, + "n_pred": 9031, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1132, + "IoU": 0.0, + "TN": 349332, + "TP": 0, + "n_pred": 1132, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1197, + "IoU": 0.0, + "TN": 349267, + "TP": 0, + "n_pred": 1197, + "n_ref": 0 + }, + "9": { + "Dice": 0.7018768654828755, + "FN": 5577, + "FP": 316, + "IoU": 0.5406858924395948, + "TN": 337634, + "TP": 6937, + "n_pred": 7253, + "n_ref": 12514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.8582480749069087, + "FN": 1374, + "FP": 2547, + "IoU": 0.7516940029130518, + "TN": 159441, + "TP": 11870, + "n_pred": 14417, + "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": 0.484240805424286, + "FN": 11792, + "FP": 759, + "IoU": 0.31947080193027166, + "TN": 156789, + "TP": 5892, + "n_pred": 6651, + "n_ref": 17684 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1433, + "IoU": 0.0, + "TN": 173799, + "TP": 0, + "n_pred": 1433, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9420365957103042, + "FN": 632, + "FP": 803, + "IoU": 0.8904245571166769, + "TN": 162136, + "TP": 11661, + "n_pred": 12464, + "n_ref": 12293 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 98, + "IoU": 0.0, + "TN": 175134, + "TP": 0, + "n_pred": 98, + "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": 0.429706034038164, + "FN": 5508, + "FP": 21, + "IoU": 0.27364687335785604, + "TN": 167620, + "TP": 2083, + "n_pred": 2104, + "n_ref": 7591 + }, + "8": { + "Dice": 0.3684210526315789, + "FN": 45, + "FP": 3, + "IoU": 0.22580645161290322, + "TN": 175170, + "TP": 14, + "n_pred": 17, + "n_ref": 59 + }, + "9": { + "Dice": 0.5500622242335106, + "FN": 2286, + "FP": 1691, + "IoU": 0.37936953807740326, + "TN": 168824, + "TP": 2431, + "n_pred": 4122, + "n_ref": 4717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.0, + "FN": 0, + "FP": 367, + "IoU": 0.0, + "TN": 174865, + "TP": 0, + "n_pred": 367, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2415, + "IoU": 0.0, + "TN": 172817, + "TP": 0, + "n_pred": 2415, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.523176188989489, + "FN": 22130, + "FP": 779, + "IoU": 0.35425768807960084, + "TN": 139755, + "TP": 12568, + "n_pred": 13347, + "n_ref": 34698 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9702924026298181, + "FN": 1263, + "FP": 1534, + "IoU": 0.942298964393283, + "TN": 126758, + "TP": 45677, + "n_pred": 47211, + "n_ref": 46940 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 19785, + "IoU": 0.0, + "TN": 155447, + "TP": 0, + "n_pred": 19785, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1220, + "IoU": 0.0, + "TN": 349244, + "TP": 0, + "n_pred": 1220, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2753, + "IoU": 0.0, + "TN": 347711, + "TP": 0, + "n_pred": 2753, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 2078, + "IoU": 0.0, + "TN": 348386, + "TP": 0, + "n_pred": 2078, + "n_ref": 0 + }, + "14": { + "Dice": 0.8918207807321578, + "FN": 6786, + "FP": 1766, + "IoU": 0.8047622308974272, + "TN": 306661, + "TP": 35251, + "n_pred": 37017, + "n_ref": 42037 + }, + "15": { + "Dice": 0.8116199416465812, + "FN": 695, + "FP": 3760, + "IoU": 0.6829632792485055, + "TN": 336412, + "TP": 9597, + "n_pred": 13357, + "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": 0.0, + "FN": 7979, + "FP": 389, + "IoU": 0.0, + "TN": 342096, + "TP": 0, + "n_pred": 389, + "n_ref": 7979 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 15662, + "IoU": 0.0, + "TN": 334802, + "TP": 0, + "n_pred": 15662, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1056, + "IoU": 0.0, + "TN": 349408, + "TP": 0, + "n_pred": 1056, + "n_ref": 0 + }, + "8": { + "Dice": 0.20562533168229258, + "FN": 22420, + "FP": 33, + "IoU": 0.11459442407034978, + "TN": 325105, + "TP": 2906, + "n_pred": 2939, + "n_ref": 25326 + }, + "9": { + "Dice": 0.0, + "FN": 13, + "FP": 10074, + "IoU": 0.0, + "TN": 340377, + "TP": 0, + "n_pred": 10074, + "n_ref": 13 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 175168, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1021, + "IoU": 0.0, + "TN": 174211, + "TP": 0, + "n_pred": 1021, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4288, + "IoU": 0.0, + "TN": 170944, + "TP": 0, + "n_pred": 4288, + "n_ref": 0 + }, + "3": { + "Dice": 0.9039959991611144, + "FN": 5461, + "FP": 490, + "IoU": 0.8248108569578145, + "TN": 141263, + "TP": 28018, + "n_pred": 28508, + "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": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 175188, + "TP": 0, + "n_pred": 44, + "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": 159, + "IoU": 0.0, + "TN": 175073, + "TP": 0, + "n_pred": 159, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 2042, + "IoU": 0.0, + "TN": 348422, + "TP": 0, + "n_pred": 2042, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 18288, + "IoU": 0.0, + "TN": 332176, + "TP": 0, + "n_pred": 18288, + "n_ref": 0 + }, + "3": { + "Dice": 0.6692418772563177, + "FN": 27377, + "FP": 109, + "IoU": 0.5029027182464326, + "TN": 295171, + "TP": 27807, + "n_pred": 27916, + "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": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.0, + "FN": 10529, + "FP": 1010, + "IoU": 0.0, + "TN": 163693, + "TP": 0, + "n_pred": 1010, + "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": 4095, + "IoU": 0.0, + "TN": 169665, + "TP": 0, + "n_pred": 4095, + "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": 0.012680367293397464, + "FN": 1539, + "FP": 2977, + "IoU": 0.00638063806380638, + "TN": 170687, + "TP": 29, + "n_pred": 3006, + "n_ref": 1568 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8820607834589276, + "FN": 1772, + "FP": 13378, + "IoU": 0.7890060303887024, + "TN": 103429, + "TP": 56653, + "n_pred": 70031, + "n_ref": 58425 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 13386, + "IoU": 0.0, + "TN": 161846, + "TP": 0, + "n_pred": 13386, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9605478773292749, + "FN": 2338, + "FP": 8809, + "IoU": 0.9240905438350381, + "TN": 203618, + "TP": 135699, + "n_pred": 144508, + "n_ref": 138037 + }, + "7": { + "Dice": 0.8609434035757411, + "FN": 14053, + "FP": 227, + "IoU": 0.7558390042061348, + "TN": 291978, + "TP": 44206, + "n_pred": 44433, + "n_ref": 58259 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5709146407936335, + "FN": 7744, + "FP": 128, + "IoU": 0.39949652910214356, + "TN": 337355, + "TP": 5237, + "n_pred": 5365, + "n_ref": 12981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": 0.0, + "FN": 0, + "FP": 1692, + "IoU": 0.0, + "TN": 173540, + "TP": 0, + "n_pred": 1692, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 693, + "IoU": 0.0, + "TN": 174539, + "TP": 0, + "n_pred": 693, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9642593568792831, + "FN": 1812, + "FP": 900, + "IoU": 0.930985342019544, + "TN": 135936, + "TP": 36584, + "n_pred": 37484, + "n_ref": 38396 + }, + "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": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "9": { + "Dice": 0.8456010798793077, + "FN": 3018, + "FP": 4760, + "IoU": 0.7325033531657323, + "TN": 146155, + "TP": 21299, + "n_pred": 26059, + "n_ref": 24317 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8778004073319755, + "FN": 100, + "FP": 20, + "IoU": 0.7822141560798548, + "TN": 174681, + "TP": 431, + "n_pred": 451, + "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": 0.6961299569995222, + "FN": 65, + "FP": 1207, + "IoU": 0.5338951997068523, + "TN": 172503, + "TP": 1457, + "n_pred": 2664, + "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": 0.9636713499714747, + "FN": 2921, + "FP": 836, + "IoU": 0.9298897120570288, + "TN": 121645, + "TP": 49830, + "n_pred": 50666, + "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": 0.9485888634630053, + "FN": 151, + "FP": 186, + "IoU": 0.9022054556006964, + "TN": 171786, + "TP": 3109, + "n_pred": 3295, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.37604739554627753, + "FN": 757.92, + "FP": 462.98888888888905, + "IoU": 0.3223488433133837, + "TN": 212029.34, + "TP": 2869.2177777777783, + "n_pred": 3332.206666666667, + "n_ref": 3627.137777777777 + }, + "mean": { + "1": { + "Dice": 0.5616462311918692, + "FN": 300.9, + "FP": 303.1666666666667, + "IoU": 0.5184097846884946, + "TN": 210386.6, + "TP": 5128.8, + "n_pred": 5431.966666666666, + "n_ref": 5429.7 + }, + "10": { + "Dice": 0.35485575382009893, + "FN": 551.1, + "FP": 497.23333333333335, + "IoU": 0.27308696833141394, + "TN": 214092.1, + "TP": 979.0333333333333, + "n_pred": 1476.2666666666667, + "n_ref": 1530.1333333333334 + }, + "11": { + "Dice": 0.0, + "FN": 121.13333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 215998.33333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 121.13333333333334 + }, + "12": { + "Dice": 0.2067064132079554, + "FN": 172.26666666666668, + "FP": 89.6, + "IoU": 0.14680502675220936, + "TN": 215692.66666666666, + "TP": 164.93333333333334, + "n_pred": 254.53333333333333, + "n_ref": 337.2 + }, + "13": { + "Dice": 0.08557592474107034, + "FN": 622.1, + "FP": 216.1, + "IoU": 0.056848951550152016, + "TN": 215043.96666666667, + "TP": 237.3, + "n_pred": 453.4, + "n_ref": 859.4 + }, + "14": { + "Dice": 0.3031187234109851, + "FN": 153.23333333333332, + "FP": 103.53333333333333, + "IoU": 0.277926409280406, + "TN": 214584.93333333332, + "TP": 1277.7666666666667, + "n_pred": 1381.3, + "n_ref": 1431.0 + }, + "15": { + "Dice": 0.19908107127743183, + "FN": 70.4, + "FP": 264.43333333333334, + "IoU": 0.12428291062801933, + "TN": 215674.86666666667, + "TP": 109.76666666666667, + "n_pred": 374.2, + "n_ref": 180.16666666666666 + }, + "2": { + "Dice": 0.19139823013110988, + "FN": 828.0, + "FP": 825.3, + "IoU": 0.15775087233373755, + "TN": 213430.7, + "TP": 1035.4666666666667, + "n_pred": 1860.7666666666667, + "n_ref": 1863.4666666666667 + }, + "3": { + "Dice": 0.5756875075124005, + "FN": 2084.266666666667, + "FP": 777.7333333333333, + "IoU": 0.5300787424994381, + "TN": 207840.33333333334, + "TP": 5417.133333333333, + "n_pred": 6194.866666666667, + "n_ref": 7501.4 + }, + "4": { + "Dice": 0.41628042926918285, + "FN": 520.2333333333333, + "FP": 117.3, + "IoU": 0.33099405611966054, + "TN": 214808.63333333333, + "TP": 673.3, + "n_pred": 790.6, + "n_ref": 1193.5333333333333 + }, + "5": { + "Dice": 0.2791017307518004, + "FN": 160.13333333333333, + "FP": 38.266666666666666, + "IoU": 0.2169367137119938, + "TN": 215728.26666666666, + "TP": 192.8, + "n_pred": 231.06666666666666, + "n_ref": 352.93333333333334 + }, + "6": { + "Dice": 0.6415990490340678, + "FN": 2102.0333333333333, + "FP": 2472.633333333333, + "IoU": 0.5741259596184662, + "TN": 194374.53333333333, + "TP": 17170.266666666666, + "n_pred": 19642.9, + "n_ref": 19272.3 + }, + "7": { + "Dice": 0.47590562770241057, + "FN": 2899.633333333333, + "FP": 785.0666666666667, + "IoU": 0.40962797115241006, + "TN": 206253.36666666667, + "TP": 6181.4, + "n_pred": 6966.466666666666, + "n_ref": 9081.033333333333 + }, + "8": { + "Dice": 0.9276260830579626, + "FN": 102.5, + "FP": 293.8666666666667, + "IoU": 0.8679292801593739, + "TN": 212631.3, + "TP": 3091.8, + "n_pred": 3385.6666666666665, + "n_ref": 3194.3 + }, + "9": { + "Dice": 0.42212815808581805, + "FN": 680.8666666666667, + "FP": 160.6, + "IoU": 0.3504290028749806, + "TN": 213899.5, + "TP": 1378.5, + "n_pred": 1539.1, + "n_ref": 2059.366666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8559548093519536, + "FN": 1629, + "FP": 207, + "IoU": 0.7481826909888905, + "TN": 167941, + "TP": 5455, + "n_pred": 5662, + "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": 12671, + "IoU": 0.0, + "TN": 162561, + "TP": 0, + "n_pred": 12671, + "n_ref": 0 + }, + "3": { + "Dice": 0.7786173053861377, + "FN": 29073, + "FP": 1018, + "IoU": 0.6374884045923838, + "TN": 92225, + "TP": 52916, + "n_pred": 53934, + "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": 885, + "IoU": 0.0, + "TN": 174347, + "TP": 0, + "n_pred": 885, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 69, + "IoU": 0.0, + "TN": 175163, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.0, + "FN": 0, + "FP": 726, + "IoU": 0.0, + "TN": 174506, + "TP": 0, + "n_pred": 726, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8229228848971618, + "FN": 2813, + "FP": 450, + "IoU": 0.699124020285846, + "TN": 164387, + "TP": 7582, + "n_pred": 8032, + "n_ref": 10395 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9613383888778022, + "FN": 4610, + "FP": 1202, + "IoU": 0.9255549435770004, + "TN": 97161, + "TP": 72259, + "n_pred": 73461, + "n_ref": 76869 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1128, + "IoU": 0.0, + "TN": 174104, + "TP": 0, + "n_pred": 1128, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 33, + "IoU": 0.0, + "TN": 175199, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 90, + "IoU": 0.0, + "TN": 175142, + "TP": 0, + "n_pred": 90, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 31, + "IoU": 0.0, + "TN": 175201, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9773696902244482, + "FN": 1464, + "FP": 732, + "IoU": 0.955740975875204, + "TN": 125615, + "TP": 47421, + "n_pred": 48153, + "n_ref": 48885 + }, + "7": { + "Dice": 0.0, + "FN": 923, + "FP": 716, + "IoU": 0.0, + "TN": 173593, + "TP": 0, + "n_pred": 716, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.6236535441747707, + "FN": 11978, + "FP": 1683, + "IoU": 0.4531224979983987, + "TN": 150252, + "TP": 11319, + "n_pred": 13002, + "n_ref": 23297 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9052795788036855, + "FN": 641, + "FP": 12960, + "IoU": 0.8269504809405058, + "TN": 96636, + "TP": 64995, + "n_pred": 77955, + "n_ref": 65636 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1085, + "IoU": 0.0, + "TN": 174147, + "TP": 0, + "n_pred": 1085, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8772413793103448, + "FN": 16, + "FP": 73, + "IoU": 0.7813267813267813, + "TN": 350057, + "TP": 318, + "n_pred": 391, + "n_ref": 334 + }, + "10": { + "Dice": 0.8050847457627118, + "FN": 1642, + "FP": 1348, + "IoU": 0.6737588652482269, + "TN": 341299, + "TP": 6175, + "n_pred": 7523, + "n_ref": 7817 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.10514786418400876, + "FN": 3669, + "FP": 416, + "IoU": 0.055491329479768786, + "TN": 346139, + "TP": 240, + "n_pred": 656, + "n_ref": 3909 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 283, + "IoU": 0.0, + "TN": 350181, + "TP": 0, + "n_pred": 283, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 100, + "IoU": 0.0, + "TN": 350364, + "TP": 0, + "n_pred": 100, + "n_ref": 0 + }, + "3": { + "Dice": 0.9027473009742825, + "FN": 2097, + "FP": 119, + "IoU": 0.8227341812654988, + "TN": 337963, + "TP": 10285, + "n_pred": 10404, + "n_ref": 12382 + }, + "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": 789, + "IoU": 0.0, + "TN": 349675, + "TP": 0, + "n_pred": 789, + "n_ref": 0 + }, + "6": { + "Dice": 0.8615548455804047, + "FN": 403, + "FP": 117, + "IoU": 0.7567820392890552, + "TN": 348326, + "TP": 1618, + "n_pred": 1735, + "n_ref": 2021 + }, + "7": { + "Dice": 0.9206797487461654, + "FN": 1409, + "FP": 220, + "IoU": 0.8530181358837859, + "TN": 339381, + "TP": 9454, + "n_pred": 9674, + "n_ref": 10863 + }, + "8": { + "Dice": 0.8978477854023705, + "FN": 234, + "FP": 2386, + "IoU": 0.8146313853120136, + "TN": 336330, + "TP": 11514, + "n_pred": 13900, + "n_ref": 11748 + }, + "9": { + "Dice": 0.2407079646017699, + "FN": 858, + "FP": 0, + "IoU": 0.13682092555331993, + "TN": 349470, + "TP": 136, + "n_pred": 136, + "n_ref": 994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9, + "FN": 40, + "FP": 2, + "IoU": 0.8181818181818182, + "TN": 350233, + "TP": 189, + "n_pred": 191, + "n_ref": 229 + }, + "10": { + "Dice": 0.6331565156259986, + "FN": 9286, + "FP": 2194, + "IoU": 0.4632253237948286, + "TN": 329077, + "TP": 9907, + "n_pred": 12101, + "n_ref": 19193 + }, + "11": { + "Dice": 0.0, + "FN": 58, + "FP": 0, + "IoU": 0.0, + "TN": 350406, + "TP": 0, + "n_pred": 0, + "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": 26, + "IoU": 0.0, + "TN": 350438, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9710024324670337, + "FN": 549, + "FP": 357, + "IoU": 0.9436391912908243, + "TN": 334389, + "TP": 15169, + "n_pred": 15526, + "n_ref": 15718 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7825097940098572, + "FN": 1654, + "FP": 67, + "IoU": 0.6427236869420802, + "TN": 345647, + "TP": 3096, + "n_pred": 3163, + "n_ref": 4750 + }, + "6": { + "Dice": 0.8975679491911718, + "FN": 1068, + "FP": 16415, + "IoU": 0.8141707677426898, + "TN": 256383, + "TP": 76598, + "n_pred": 93013, + "n_ref": 77666 + }, + "7": { + "Dice": 0.9555743948577141, + "FN": 2160, + "FP": 1351, + "IoU": 0.9149281577863391, + "TN": 309193, + "TP": 37760, + "n_pred": 39111, + "n_ref": 39920 + }, + "8": { + "Dice": 0.9695163721057679, + "FN": 547, + "FP": 343, + "IoU": 0.9408362693611647, + "TN": 335421, + "TP": 14153, + "n_pred": 14496, + "n_ref": 14700 + }, + "9": { + "Dice": 0.6044658826079887, + "FN": 14244, + "FP": 352, + "IoU": 0.4331430346809585, + "TN": 324715, + "TP": 11153, + "n_pred": 11505, + "n_ref": 25397 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9241622574955908, + "FN": 349, + "FP": 468, + "IoU": 0.8590163934426229, + "TN": 169437, + "TP": 4978, + "n_pred": 5446, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0010813733441470668, + "FN": 3695, + "FP": 0, + "IoU": 0.0005409791723018664, + "TN": 346767, + "TP": 2, + "n_pred": 2, + "n_ref": 3697 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 517, + "IoU": 0.0, + "TN": 349947, + "TP": 0, + "n_pred": 517, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 73, + "IoU": 0.0, + "TN": 350391, + "TP": 0, + "n_pred": 73, + "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": 0.5378944129813006, + "FN": 36628, + "FP": 3925, + "IoU": 0.3678902657626062, + "TN": 286309, + "TP": 23602, + "n_pred": 27527, + "n_ref": 60230 + }, + "7": { + "Dice": 0.7048897726132601, + "FN": 17161, + "FP": 15194, + "IoU": 0.5442700997239281, + "TN": 279468, + "TP": 38641, + "n_pred": 53835, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.1787709497206704, + "FN": 28, + "FP": 707, + "IoU": 0.09815950920245399, + "TN": 174417, + "TP": 80, + "n_pred": 787, + "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": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 175219, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "3": { + "Dice": 0.9503407984420643, + "FN": 101, + "FP": 52, + "IoU": 0.9053803339517625, + "TN": 173615, + "TP": 1464, + "n_pred": 1516, + "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": 0.0, + "FN": 0, + "FP": 62, + "IoU": 0.0, + "TN": 175170, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9711620574131249, + "FN": 328, + "FP": 111, + "IoU": 0.9439407483080067, + "TN": 167401, + "TP": 7392, + "n_pred": 7503, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4105, + "IoU": 0.0, + "TN": 171127, + "TP": 0, + "n_pred": 4105, + "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": 0.9438123402335723, + "FN": 844, + "FP": 277, + "IoU": 0.8936028853454822, + "TN": 164696, + "TP": 9415, + "n_pred": 9692, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 358, + "IoU": 0.0, + "TN": 174874, + "TP": 0, + "n_pred": 358, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6651797662592559, + "FN": 22349, + "FP": 169, + "IoU": 0.4983291003876487, + "TN": 130346, + "TP": 22368, + "n_pred": 22537, + "n_ref": 44717 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13819, + "IoU": 0.0, + "TN": 161413, + "TP": 0, + "n_pred": 13819, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9383815015325355, + "FN": 4588, + "FP": 659, + "IoU": 0.8839159292035398, + "TN": 130032, + "TP": 39953, + "n_pred": 40612, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8520296813618508, + "FN": 78, + "FP": 261, + "IoU": 0.7422053231939163, + "TN": 173917, + "TP": 976, + "n_pred": 1237, + "n_ref": 1054 + }, + "10": { + "Dice": 0.8524238524238524, + "FN": 1098, + "FP": 278, + "IoU": 0.742803738317757, + "TN": 169882, + "TP": 3974, + "n_pred": 4252, + "n_ref": 5072 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3869346733668342, + "FN": 171, + "FP": 73, + "IoU": 0.2398753894080997, + "TN": 174911, + "TP": 77, + "n_pred": 150, + "n_ref": 248 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 175204, + "TP": 0, + "n_pred": 28, + "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": 7500, + "IoU": 0.0, + "TN": 167732, + "TP": 0, + "n_pred": 7500, + "n_ref": 0 + }, + "3": { + "Dice": 0.8220149779085905, + "FN": 24856, + "FP": 1691, + "IoU": 0.6978144564598748, + "TN": 87382, + "TP": 61303, + "n_pred": 62994, + "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": 0.0, + "FN": 0, + "FP": 177, + "IoU": 0.0, + "TN": 175055, + "TP": 0, + "n_pred": 177, + "n_ref": 0 + }, + "7": { + "Dice": 0.04678362573099415, + "FN": 5622, + "FP": 83, + "IoU": 0.023952095808383235, + "TN": 169387, + "TP": 140, + "n_pred": 223, + "n_ref": 5762 + }, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9547505846957934, + "FN": 1564, + "FP": 2557, + "IoU": 0.913418912956699, + "TN": 127635, + "TP": 43476, + "n_pred": 46033, + "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": 0.0, + "FN": 0, + "FP": 225, + "IoU": 0.0, + "TN": 175007, + "TP": 0, + "n_pred": 225, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.961767755313634, + "FN": 727, + "FP": 2813, + "IoU": 0.9263512670078642, + "TN": 302398, + "TP": 44526, + "n_pred": 47339, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9093561702329553, + "FN": 4597, + "FP": 3045, + "IoU": 0.833779227841218, + "TN": 304489, + "TP": 38333, + "n_pred": 41378, + "n_ref": 42930 + }, + "15": { + "Dice": 0.39816214255486365, + "FN": 2112, + "FP": 7843, + "IoU": 0.24856582125603865, + "TN": 337216, + "TP": 3293, + "n_pred": 11136, + "n_ref": 5405 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3659, + "IoU": 0.0, + "TN": 346805, + "TP": 0, + "n_pred": 3659, + "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": 0.875, + "FN": 68, + "FP": 8, + "IoU": 0.7777777777777778, + "TN": 350122, + "TP": 266, + "n_pred": 274, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": 0.0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5641918020108275, + "FN": 2270, + "FP": 2238, + "IoU": 0.3929437112846755, + "TN": 167806, + "TP": 2918, + "n_pred": 5156, + "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": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 175192, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9461657502222515, + "FN": 86, + "FP": 1549, + "IoU": 0.8978316565643942, + "TN": 159229, + "TP": 14368, + "n_pred": 15917, + "n_ref": 14454 + }, + "9": { + "Dice": 0.8369022701658348, + "FN": 415, + "FP": 598, + "IoU": 0.719545957918051, + "TN": 171620, + "TP": 2599, + "n_pred": 3197, + "n_ref": 3014 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 241, + "IoU": 0.0, + "TN": 174991, + "TP": 0, + "n_pred": 241, + "n_ref": 0 + }, + "10": { + "Dice": 0.49061175045427013, + "FN": 196, + "FP": 3168, + "IoU": 0.32504012841091495, + "TN": 170248, + "TP": 1620, + "n_pred": 4788, + "n_ref": 1816 + }, + "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": 24, + "IoU": 0.0, + "TN": 175208, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "13": { + "Dice": 0.37714337014094623, + "FN": 11863, + "FP": 2013, + "IoU": 0.23239475576699672, + "TN": 157155, + "TP": 4201, + "n_pred": 6214, + "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": 0.830026455026455, + "FN": 513, + "FP": 1, + "IoU": 0.70944036178632, + "TN": 173463, + "TP": 1255, + "n_pred": 1256, + "n_ref": 1768 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.2697756491051172, + "FN": 28959, + "FP": 9, + "IoU": 0.15591946152277164, + "TN": 140913, + "TP": 5351, + "n_pred": 5360, + "n_ref": 34310 + }, + "8": { + "Dice": 0.8311521132804119, + "FN": 8, + "FP": 779, + "IoU": 0.7110866372980911, + "TN": 172508, + "TP": 1937, + "n_pred": 2716, + "n_ref": 1945 + }, + "9": { + "Dice": 0.9070501578393546, + "FN": 707, + "FP": 1148, + "IoU": 0.8299101412066753, + "TN": 164326, + "TP": 9051, + "n_pred": 10199, + "n_ref": 9758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 190, + "IoU": 0.0, + "TN": 175042, + "TP": 0, + "n_pred": 190, + "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": 3576, + "FP": 0, + "IoU": 0.0, + "TN": 171656, + "TP": 0, + "n_pred": 0, + "n_ref": 3576 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4530, + "FP": 0, + "IoU": 0.0, + "TN": 170702, + "TP": 0, + "n_pred": 0, + "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": 0.8660060747896231, + "FN": 2491, + "FP": 200, + "IoU": 0.7636778782822516, + "TN": 163845, + "TP": 8696, + "n_pred": 8896, + "n_ref": 11187 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2342, + "IoU": 0.0, + "TN": 172890, + "TP": 0, + "n_pred": 2342, + "n_ref": 0 + }, + "4": { + "Dice": 0.2210796915167095, + "FN": 303, + "FP": 0, + "IoU": 0.12427745664739884, + "TN": 174886, + "TP": 43, + "n_pred": 43, + "n_ref": 346 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9466498034895897, + "FN": 4317, + "FP": 3529, + "IoU": 0.8987037802107003, + "TN": 97776, + "TP": 69610, + "n_pred": 73139, + "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": 0.8670325779036827, + "FN": 2140, + "FP": 2366, + "IoU": 0.7652758243475543, + "TN": 156035, + "TP": 14691, + "n_pred": 17057, + "n_ref": 16831 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4416198640260124, + "FN": 1068, + "FP": 4599, + "IoU": 0.2833839150227618, + "TN": 342556, + "TP": 2241, + "n_pred": 6840, + "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": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 350389, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 1312, + "IoU": 0.0, + "TN": 349152, + "TP": 0, + "n_pred": 1312, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9777920597701381, + "FN": 1699, + "FP": 2724, + "IoU": 0.9565490750837484, + "TN": 248671, + "TP": 97370, + "n_pred": 100094, + "n_ref": 99069 + }, + "7": { + "Dice": 0.9414557939611118, + "FN": 5161, + "FP": 1472, + "IoU": 0.8893873194810392, + "TN": 290498, + "TP": 53333, + "n_pred": 54805, + "n_ref": 58494 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7651227277395501, + "FN": 2062, + "FP": 225, + "IoU": 0.6195941450432468, + "TN": 344452, + "TP": 3725, + "n_pred": 3950, + "n_ref": 5787 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": 0.6805165637282425, + "FN": 2313, + "FP": 2808, + "IoU": 0.5157446808510638, + "TN": 164657, + "TP": 5454, + "n_pred": 8262, + "n_ref": 7767 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7760914051841746, + "FN": 1158, + "FP": 1468, + "IoU": 0.6341089591751429, + "TN": 168055, + "TP": 4551, + "n_pred": 6019, + "n_ref": 5709 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 175219, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9521701709086438, + "FN": 368, + "FP": 21, + "IoU": 0.9087068763201126, + "TN": 170971, + "TP": 3872, + "n_pred": 3893, + "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": 0.43237154492678276, + "FN": 708, + "FP": 5843, + "IoU": 0.2758125138182622, + "TN": 166186, + "TP": 2495, + "n_pred": 8338, + "n_ref": 3203 + }, + "7": { + "Dice": 0.7191350264018104, + "FN": 6593, + "FP": 109, + "IoU": 0.5614448370632116, + "TN": 159950, + "TP": 8580, + "n_pred": 8689, + "n_ref": 15173 + }, + "8": { + "Dice": 0.9465374309913863, + "FN": 723, + "FP": 2250, + "IoU": 0.8985012461165546, + "TN": 145941, + "TP": 26318, + "n_pred": 28568, + "n_ref": 27041 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 175186, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9744131646209843, + "FN": 929, + "FP": 1904, + "IoU": 0.9501030346795357, + "TN": 293687, + "TP": 53944, + "n_pred": 55848, + "n_ref": 54873 + }, + "10": { + "Dice": 0.0, + "FN": 554, + "FP": 0, + "IoU": 0.0, + "TN": 349910, + "TP": 0, + "n_pred": 0, + "n_ref": 554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 1072, + "IoU": 0.0, + "TN": 349392, + "TP": 0, + "n_pred": 1072, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9556695965496533, + "FN": 1370, + "FP": 254, + "IoU": 0.9151027236133619, + "TN": 331335, + "TP": 17505, + "n_pred": 17759, + "n_ref": 18875 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6129988597491448, + "FN": 3142, + "FP": 252, + "IoU": 0.44195988161788885, + "TN": 344382, + "TP": 2688, + "n_pred": 2940, + "n_ref": 5830 + }, + "6": { + "Dice": 0.5461869110990919, + "FN": 6935, + "FP": 24949, + "IoU": 0.37569266315521527, + "TN": 299393, + "TP": 19187, + "n_pred": 44136, + "n_ref": 26122 + }, + "7": { + "Dice": 0.7534791487151643, + "FN": 18933, + "FP": 1952, + "IoU": 0.6044657399340934, + "TN": 297662, + "TP": 31917, + "n_pred": 33869, + "n_ref": 50850 + }, + "8": { + "Dice": 0.9148148148148149, + "FN": 305, + "FP": 1121, + "IoU": 0.8430034129692833, + "TN": 341381, + "TP": 7657, + "n_pred": 8778, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": NaN, + "FN": 915.7577777777777, + "FP": 634.1933333333333, + "IoU": NaN, + "TN": 212135.07111111112, + "TP": 2434.4444444444443, + "n_pred": 3068.6377777777784, + "n_ref": 3350.202222222222 + }, + "mean": { + "1": { + "Dice": 0.567810131527259, + "FN": 200.96666666666667, + "FP": 101.06666666666666, + "IoU": 0.5047180165851431, + "TN": 213289.3, + "TP": 2528.133333333333, + "n_pred": 2629.2, + "n_ref": 2729.1 + }, + "10": { + "Dice": 0.5219140064769925, + "FN": 726.6666666666666, + "FP": 485.0, + "IoU": 0.40623005632444326, + "TN": 213347.8, + "TP": 1560.0, + "n_pred": 2045.0, + "n_ref": 2286.6666666666665 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 216119.46666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 436.8333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 215682.63333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 436.8333333333333 + }, + "13": { + "Dice": 0.1487797955197527, + "FN": 981.4666666666667, + "FP": 912.1333333333333, + "IoU": 0.09831855696271141, + "TN": 213816.23333333334, + "TP": 409.6333333333333, + "n_pred": 1321.7666666666667, + "n_ref": 1391.1 + }, + "14": { + "Dice": 0.6281858876692935, + "FN": 2436.1666666666665, + "FP": 2694.866666666667, + "IoU": 0.5164618339875414, + "TN": 206451.1, + "TP": 4537.333333333333, + "n_pred": 7232.2, + "n_ref": 6973.5 + }, + "15": { + "Dice": 0.024459177077226054, + "FN": 1183.6, + "FP": 157.36666666666667, + "IoU": 0.012578538460563282, + "TN": 214753.3, + "TP": 25.2, + "n_pred": 182.56666666666666, + "n_ref": 1208.8 + }, + "2": { + "Dice": 0.4766353241447325, + "FN": 2893.366666666667, + "FP": 829.7666666666667, + "IoU": 0.40377328463109313, + "TN": 208188.66666666666, + "TP": 4207.666666666667, + "n_pred": 5037.433333333333, + "n_ref": 7101.033333333334 + }, + "3": { + "Dice": 0.24949121315508513, + "FN": 618.8666666666667, + "FP": 2804.9333333333334, + "IoU": 0.21883906671663658, + "TN": 211646.8, + "TP": 1048.8666666666666, + "n_pred": 3853.8, + "n_ref": 1667.7333333333333 + }, + "4": { + "Dice": 0.5058725392991514, + "FN": 288.7, + "FP": 172.03333333333333, + "IoU": 0.4399973143949816, + "TN": 214948.53333333333, + "TP": 710.2, + "n_pred": 882.2333333333333, + "n_ref": 998.9 + }, + "5": { + "Dice": 0.6545043133927309, + "FN": 60.0, + "FP": 21.433333333333334, + "IoU": 0.4864410342652932, + "TN": 215960.9, + "TP": 77.13333333333334, + "n_pred": 98.56666666666666, + "n_ref": 137.13333333333333 + }, + "6": { + "Dice": 0.7236750151952551, + "FN": 696.5, + "FP": 563.9, + "IoU": 0.6601398438003702, + "TN": 199644.63333333333, + "TP": 15214.433333333332, + "n_pred": 15778.333333333334, + "n_ref": 15910.933333333332 + }, + "7": { + "Dice": 0.35062283283236356, + "FN": 3043.5333333333333, + "FP": 529.0, + "IoU": 0.30231282499121703, + "TN": 208750.63333333333, + "TP": 3796.3, + "n_pred": 4325.3, + "n_ref": 6839.833333333333 + }, + "8": { + "Dice": 0.6185643855819287, + "FN": 91.23333333333333, + "FP": 205.9, + "IoU": 0.5771419438082438, + "TN": 213986.63333333333, + "TP": 1835.7, + "n_pred": 2041.6, + "n_ref": 1926.9333333333334 + }, + "9": { + "Dice": 0.3632492757408821, + "FN": 78.46666666666667, + "FP": 35.5, + "IoU": 0.33296541146479186, + "TN": 215439.43333333332, + "TP": 566.0666666666667, + "n_pred": 601.5666666666667, + "n_ref": 644.5333333333333 + } + }, + "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": 0.7642124883504194, + "FN": 136, + "FP": 117, + "IoU": 0.6184012066365008, + "TN": 174569, + "TP": 410, + "n_pred": 527, + "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": 0.34767199751916006, + "FN": 2097, + "FP": 12628, + "IoU": 0.21041342699340448, + "TN": 156583, + "TP": 3924, + "n_pred": 16552, + "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": 0.912812467624728, + "FN": 4589, + "FP": 1302, + "IoU": 0.8396090282882736, + "TN": 138503, + "TP": 30838, + "n_pred": 32140, + "n_ref": 35427 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2997, + "IoU": 0.0, + "TN": 172235, + "TP": 0, + "n_pred": 2997, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9558415995441714, + "FN": 1126, + "FP": 579, + "IoU": 0.915418196249628, + "TN": 155074, + "TP": 18453, + "n_pred": 19032, + "n_ref": 19579 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3087, + "IoU": 0.0, + "TN": 172145, + "TP": 0, + "n_pred": 3087, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.8133600728299447, + "FN": 2418, + "FP": 25874, + "IoU": 0.685431236727115, + "TN": 85293, + "TP": 61647, + "n_pred": 87521, + "n_ref": 64065 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1401, + "IoU": 0.0, + "TN": 173831, + "TP": 0, + "n_pred": 1401, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.5530332179043221, + "FN": 6541, + "FP": 429, + "IoU": 0.382201737280624, + "TN": 163950, + "TP": 4312, + "n_pred": 4741, + "n_ref": 10853 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6140, + "FP": 0, + "IoU": 0.0, + "TN": 169092, + "TP": 0, + "n_pred": 0, + "n_ref": 6140 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 378, + "IoU": 0.0, + "TN": 174854, + "TP": 0, + "n_pred": 378, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 848, + "IoU": 0.0, + "TN": 174384, + "TP": 0, + "n_pred": 848, + "n_ref": 0 + }, + "3": { + "Dice": 0.9155558495683525, + "FN": 1708, + "FP": 845, + "IoU": 0.8442627950954675, + "TN": 158839, + "TP": 13840, + "n_pred": 14685, + "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": 0.8294361539623655, + "FN": 5783, + "FP": 4378, + "IoU": 0.7085783118708234, + "TN": 140365, + "TP": 24706, + "n_pred": 29084, + "n_ref": 30489 + }, + "8": { + "Dice": 0.9279499378509279, + "FN": 277, + "FP": 1404, + "IoU": 0.8655845194306733, + "TN": 162726, + "TP": 10825, + "n_pred": 12229, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7351032448377581, + "FN": 397, + "FP": 52, + "IoU": 0.5811567164179104, + "TN": 349392, + "TP": 623, + "n_pred": 675, + "n_ref": 1020 + }, + "10": { + "Dice": 0.7180952380952381, + "FN": 2849, + "FP": 1591, + "IoU": 0.5601783060921248, + "TN": 340369, + "TP": 5655, + "n_pred": 7246, + "n_ref": 8504 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3944, + "FP": 0, + "IoU": 0.0, + "TN": 346520, + "TP": 0, + "n_pred": 0, + "n_ref": 3944 + }, + "13": { + "Dice": 0.13132328308207705, + "FN": 3740, + "FP": 4039, + "IoU": 0.0702760846181427, + "TN": 342097, + "TP": 588, + "n_pred": 4627, + "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": 15507, + "IoU": 0.0, + "TN": 334957, + "TP": 0, + "n_pred": 15507, + "n_ref": 0 + }, + "3": { + "Dice": 0.552005636677276, + "FN": 16450, + "FP": 1989, + "IoU": 0.3812208463371254, + "TN": 320665, + "TP": 11360, + "n_pred": 13349, + "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": 0.24390243902439024, + "FN": 93, + "FP": 0, + "IoU": 0.1388888888888889, + "TN": 350356, + "TP": 15, + "n_pred": 15, + "n_ref": 108 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9387186629526463, + "FN": 569, + "FP": 443, + "IoU": 0.884514435695538, + "TN": 341701, + "TP": 7751, + "n_pred": 8194, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 836, + "IoU": 0.0, + "TN": 174396, + "TP": 0, + "n_pred": 836, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.774665934468241, + "FN": 1174, + "FP": 57, + "IoU": 0.632207947415596, + "TN": 171885, + "TP": 2116, + "n_pred": 2173, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.7686075498575499, + "FN": 5520, + "FP": 4876, + "IoU": 0.6241775721205987, + "TN": 322802, + "TP": 17266, + "n_pred": 22142, + "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": 0, + "IoU": 0.0, + "TN": 346324, + "TP": 0, + "n_pred": 0, + "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": 0.9651849414698345, + "FN": 311, + "FP": 7731, + "IoU": 0.932712501150464, + "TN": 230947, + "TP": 111475, + "n_pred": 119206, + "n_ref": 111786 + }, + "7": { + "Dice": 0.9632320368565607, + "FN": 1903, + "FP": 172, + "IoU": 0.9290719535122202, + "TN": 321209, + "TP": 27180, + "n_pred": 27352, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.3479739302918674, + "FN": 6289, + "FP": 614, + "IoU": 0.21063464837049742, + "TN": 166487, + "TP": 1842, + "n_pred": 2456, + "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": 0.6990508395731014, + "FN": 28907, + "FP": 4734, + "IoU": 0.5373390912091539, + "TN": 102520, + "TP": 39071, + "n_pred": 43805, + "n_ref": 67978 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 27761, + "IoU": 0.0, + "TN": 147471, + "TP": 0, + "n_pred": 27761, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9142645971914265, + "FN": 146, + "FP": 86, + "IoU": 0.8420694349897889, + "TN": 173763, + "TP": 1237, + "n_pred": 1323, + "n_ref": 1383 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2573, + "IoU": 0.0, + "TN": 172659, + "TP": 0, + "n_pred": 2573, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8867053744231056, + "FN": 727, + "FP": 34, + "IoU": 0.7964696442899171, + "TN": 171493, + "TP": 2978, + "n_pred": 3012, + "n_ref": 3705 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 23, + "IoU": 0.0, + "TN": 175209, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.0, + "FN": 0, + "FP": 244, + "IoU": 0.0, + "TN": 174988, + "TP": 0, + "n_pred": 244, + "n_ref": 0 + }, + "4": { + "Dice": 0.88420204191295, + "FN": 1019, + "FP": 705, + "IoU": 0.7924392005778955, + "TN": 166926, + "TP": 6582, + "n_pred": 7287, + "n_ref": 7601 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9922362790985063, + "FN": 1377, + "FP": 1136, + "IoU": 0.984592180209566, + "TN": 12133, + "TP": 160586, + "n_pred": 161722, + "n_ref": 161963 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 175220, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.0, + "FN": 0, + "FP": 192, + "IoU": 0.0, + "TN": 175040, + "TP": 0, + "n_pred": 192, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.14701157702320944, + "FN": 61596, + "FP": 0, + "IoU": 0.07933755829247878, + "TN": 283560, + "TP": 5308, + "n_pred": 5308, + "n_ref": 66904 + }, + "15": { + "Dice": 0.0, + "FN": 15743, + "FP": 0, + "IoU": 0.0, + "TN": 334721, + "TP": 0, + "n_pred": 0, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 175221, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 92, + "IoU": 0.0, + "TN": 175140, + "TP": 0, + "n_pred": 92, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9176919113858836, + "FN": 6502, + "FP": 1486, + "IoU": 0.8479026637978636, + "TN": 122713, + "TP": 44531, + "n_pred": 46017, + "n_ref": 51033 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5208, + "IoU": 0.0, + "TN": 170024, + "TP": 0, + "n_pred": 5208, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9515355938221196, + "FN": 200, + "FP": 73, + "IoU": 0.9075516423975618, + "TN": 172279, + "TP": 2680, + "n_pred": 2753, + "n_ref": 2880 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 493, + "IoU": 0.0, + "TN": 174739, + "TP": 0, + "n_pred": 493, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.6545532062897245, + "FN": 7254, + "FP": 54325, + "IoU": 0.4864950508259742, + "TN": 55313, + "TP": 58340, + "n_pred": 112665, + "n_ref": 65594 + }, + "15": { + "Dice": 0.031189083820662766, + "FN": 159, + "FP": 3320, + "IoU": 0.015841584158415842, + "TN": 171697, + "TP": 56, + "n_pred": 3376, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9797303567404186, + "FN": 1149, + "FP": 380, + "IoU": 0.9602661053506926, + "TN": 311983, + "TP": 36952, + "n_pred": 37332, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9572192513368984, + "FN": 82, + "FP": 46, + "IoU": 0.9179487179487179, + "TN": 173672, + "TP": 1432, + "n_pred": 1478, + "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": 0.0, + "FN": 0, + "FP": 329, + "IoU": 0.0, + "TN": 174903, + "TP": 0, + "n_pred": 329, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0.8872761325061453, + "FN": 723, + "FP": 240, + "IoU": 0.7973911213970124, + "TN": 170479, + "TP": 3790, + "n_pred": 4030, + "n_ref": 4513 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9715415795896041, + "FN": 885, + "FP": 5202, + "IoU": 0.9446581021738537, + "TN": 65243, + "TP": 103902, + "n_pred": 109104, + "n_ref": 104787 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 374, + "IoU": 0.0, + "TN": 174858, + "TP": 0, + "n_pred": 374, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 175128, + "TP": 0, + "n_pred": 104, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 5803, + "IoU": 0.0, + "TN": 169429, + "TP": 0, + "n_pred": 5803, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3992, + "IoU": 0.0, + "TN": 171240, + "TP": 0, + "n_pred": 3992, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9050715214564369, + "FN": 118, + "FP": 612, + "IoU": 0.8266033254156769, + "TN": 171022, + "TP": 3480, + "n_pred": 4092, + "n_ref": 3598 + }, + "7": { + "Dice": 0.412652297383953, + "FN": 44867, + "FP": 14, + "IoU": 0.25996339472686203, + "TN": 114585, + "TP": 15766, + "n_pred": 15780, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 350449, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 81, + "FP": 7, + "IoU": 0.0, + "TN": 350376, + "TP": 0, + "n_pred": 7, + "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": 0.11985192040721888, + "FN": 9645, + "FP": 1767, + "IoU": 0.0637460004922471, + "TN": 338275, + "TP": 777, + "n_pred": 2544, + "n_ref": 10422 + }, + "14": { + "Dice": 0.8978186945342954, + "FN": 1817, + "FP": 647, + "IoU": 0.8145834901045977, + "TN": 337175, + "TP": 10825, + "n_pred": 11472, + "n_ref": 12642 + }, + "15": { + "Dice": 0.06664762448824145, + "FN": 19606, + "FP": 0, + "IoU": 0.03447256968383729, + "TN": 330158, + "TP": 700, + "n_pred": 700, + "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": 0.7578845220766618, + "FN": 6919, + "FP": 67, + "IoU": 0.61015625, + "TN": 332544, + "TP": 10934, + "n_pred": 11001, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9521836413358747, + "FN": 2486, + "FP": 976, + "IoU": 0.908731414109459, + "TN": 312532, + "TP": 34470, + "n_pred": 35446, + "n_ref": 36956 + }, + "7": { + "Dice": 0.03153153153153153, + "FN": 2954, + "FP": 1776, + "IoU": 0.016018306636155607, + "TN": 345657, + "TP": 77, + "n_pred": 1853, + "n_ref": 3031 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 157, + "IoU": 0.0, + "TN": 175075, + "TP": 0, + "n_pred": 157, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7207257894366692, + "FN": 11873, + "FP": 40, + "IoU": 0.5633864760857614, + "TN": 147947, + "TP": 15372, + "n_pred": 15412, + "n_ref": 27245 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 694, + "IoU": 0.0, + "TN": 174538, + "TP": 0, + "n_pred": 694, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7517027863777089, + "FN": 9, + "FP": 1194, + "IoU": 0.6021825396825397, + "TN": 172208, + "TP": 1821, + "n_pred": 3015, + "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": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 175196, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6545043133927309, + "FN": 1800, + "FP": 643, + "IoU": 0.4864410342652932, + "TN": 170475, + "TP": 2314, + "n_pred": 2957, + "n_ref": 4114 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.882381066220416, + "FN": 2302, + "FP": 650, + "IoU": 0.7895187165775401, + "TN": 161207, + "TP": 11073, + "n_pred": 11723, + "n_ref": 13375 + }, + "8": { + "Dice": 0.9395236242597156, + "FN": 240, + "FP": 2558, + "IoU": 0.8859448883091472, + "TN": 150700, + "TP": 21734, + "n_pred": 24292, + "n_ref": 21974 + }, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9370708763583284, + "FN": 4390, + "FP": 266, + "IoU": 0.881593001373277, + "TN": 311142, + "TP": 34666, + "n_pred": 34932, + "n_ref": 39056 + }, + "10": { + "Dice": 0.5756553335063587, + "FN": 4362, + "FP": 2178, + "IoU": 0.4041545189504373, + "TN": 339488, + "TP": 4436, + "n_pred": 6614, + "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": 0.6897566194169564, + "FN": 3529, + "FP": 1111, + "IoU": 0.5264339661155338, + "TN": 340666, + "TP": 5158, + "n_pred": 6269, + "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": 0.33025672628468183, + "FN": 46803, + "FP": 1016, + "IoU": 0.1977889244912681, + "TN": 290855, + "TP": 11790, + "n_pred": 12806, + "n_ref": 58593 + }, + "3": { + "Dice": 0.06358105442388753, + "FN": 234, + "FP": 44863, + "IoU": 0.0328343484601527, + "TN": 303836, + "TP": 1531, + "n_pred": 46394, + "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": 0.7842962962962963, + "FN": 1106, + "FP": 350, + "IoU": 0.6451377041189373, + "TN": 346361, + "TP": 2647, + "n_pred": 2997, + "n_ref": 3753 + }, + "7": { + "Dice": 0.4903112426582805, + "FN": 32426, + "FP": 637, + "IoU": 0.32477637544418575, + "TN": 301498, + "TP": 15903, + "n_pred": 16540, + "n_ref": 48329 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9295410042813049, + "FN": 1627, + "FP": 496, + "IoU": 0.8683574130340422, + "TN": 334337, + "TP": 14004, + "n_pred": 14500, + "n_ref": 15631 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7494646680942184, + "FN": 2, + "FP": 232, + "IoU": 0.5993150684931506, + "TN": 174648, + "TP": 350, + "n_pred": 582, + "n_ref": 352 + }, + "10": { + "Dice": 0.7957082241020513, + "FN": 2311, + "FP": 5248, + "IoU": 0.6607271095152604, + "TN": 152952, + "TP": 14721, + "n_pred": 19969, + "n_ref": 17032 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3021, + "FP": 0, + "IoU": 0.0, + "TN": 172211, + "TP": 0, + "n_pred": 0, + "n_ref": 3021 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 932, + "IoU": 0.0, + "TN": 174300, + "TP": 0, + "n_pred": 932, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9637695908813352, + "FN": 174, + "FP": 182, + "IoU": 0.9300726772736201, + "TN": 170141, + "TP": 4735, + "n_pred": 4917, + "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": 0.0, + "FN": 0, + "FP": 74, + "IoU": 0.0, + "TN": 175158, + "TP": 0, + "n_pred": 74, + "n_ref": 0 + }, + "7": { + "Dice": 0.9485524982076194, + "FN": 1071, + "FP": 1010, + "IoU": 0.9021396661180343, + "TN": 153967, + "TP": 19184, + "n_pred": 20194, + "n_ref": 20255 + }, + "8": { + "Dice": 0.9051940884282823, + "FN": 1651, + "FP": 1441, + "IoU": 0.8268078194141041, + "TN": 157379, + "TP": 14761, + "n_pred": 16202, + "n_ref": 16412 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 340, + "IoU": 0.0, + "TN": 174892, + "TP": 0, + "n_pred": 340, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.31674026707381314, + "FN": 1717.1555555555553, + "FP": 1100.9666666666667, + "IoU": 0.2629980155288748, + "TN": 234029.16888888885, + "TP": 2636.4422222222224, + "n_pred": 3737.408888888889, + "n_ref": 4353.597777777778 + }, + "mean": { + "1": { + "Dice": 0.5535100316660752, + "FN": 2895.1, + "FP": 157.4, + "IoU": 0.5011200564622545, + "TN": 232124.3, + "TP": 4306.933333333333, + "n_pred": 4464.333333333333, + "n_ref": 7202.033333333334 + }, + "10": { + "Dice": 0.4084476968154265, + "FN": 992.8666666666667, + "FP": 469.56666666666666, + "IoU": 0.3165901340926063, + "TN": 236729.23333333334, + "TP": 1292.0666666666666, + "n_pred": 1761.6333333333334, + "n_ref": 2284.9333333333334 + }, + "11": { + "Dice": 0.0, + "FN": 276.43333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 239207.3, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 276.43333333333334 + }, + "12": { + "Dice": 0.13328373700149118, + "FN": 83.23333333333333, + "FP": 16.633333333333333, + "IoU": 0.08318562811742909, + "TN": 239354.1, + "TP": 29.766666666666666, + "n_pred": 46.4, + "n_ref": 113.0 + }, + "13": { + "Dice": 0.310602092847011, + "FN": 1248.9666666666667, + "FP": 487.53333333333336, + "IoU": 0.23435691216678983, + "TN": 236995.9, + "TP": 751.3333333333334, + "n_pred": 1238.8666666666666, + "n_ref": 2000.3 + }, + "14": { + "Dice": 0.4974772953167915, + "FN": 6749.066666666667, + "FP": 513.5333333333333, + "IoU": 0.3937579565484746, + "TN": 229160.16666666666, + "TP": 3060.9666666666667, + "n_pred": 3574.5, + "n_ref": 9810.033333333333 + }, + "15": { + "Dice": 0.3286096720008799, + "FN": 1478.0666666666666, + "FP": 585.7333333333333, + "IoU": 0.24869096854211792, + "TN": 236098.86666666667, + "TP": 1321.0666666666666, + "n_pred": 1906.8, + "n_ref": 2799.133333333333 + }, + "2": { + "Dice": 0.44000104360977, + "FN": 191.9, + "FP": 1798.7, + "IoU": 0.39611367672896003, + "TN": 235227.26666666666, + "TP": 2265.866666666667, + "n_pred": 4064.5666666666666, + "n_ref": 2457.766666666667 + }, + "3": { + "Dice": 0.27999423976026244, + "FN": 1804.8666666666666, + "FP": 769.5, + "IoU": 0.25342437636208576, + "TN": 233075.46666666667, + "TP": 3833.9, + "n_pred": 4603.4, + "n_ref": 5638.766666666666 + }, + "4": { + "Dice": 0.19671926132559325, + "FN": 722.8666666666667, + "FP": 154.2, + "IoU": 0.1460930614140111, + "TN": 238003.56666666668, + "TP": 603.1, + "n_pred": 757.3, + "n_ref": 1325.9666666666667 + }, + "5": { + "Dice": 0.0, + "FN": 466.76666666666665, + "FP": 0.0, + "IoU": 0.0, + "TN": 239016.96666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 466.76666666666665 + }, + "6": { + "Dice": 0.43979252347235126, + "FN": 5764.466666666666, + "FP": 6201.933333333333, + "IoU": 0.3954448140224466, + "TN": 210395.76666666666, + "TP": 17121.566666666666, + "n_pred": 23323.5, + "n_ref": 22886.033333333333 + }, + "7": { + "Dice": 0.2527947417384914, + "FN": 872.9, + "FP": 4709.033333333334, + "IoU": 0.21080847102228187, + "TN": 231818.83333333334, + "TP": 2082.9666666666667, + "n_pred": 6792.0, + "n_ref": 2955.866666666667 + }, + "8": { + "Dice": 0.5756046439291748, + "FN": 1379.3, + "FP": 336.1333333333333, + "IoU": 0.5045598856088698, + "TN": 236428.5, + "TP": 1339.8, + "n_pred": 1675.9333333333334, + "n_ref": 2719.1 + }, + "9": { + "Dice": 0.33426702662387975, + "FN": 830.5333333333333, + "FP": 314.6, + "IoU": 0.2608242918447953, + "TN": 236801.3, + "TP": 1537.3, + "n_pred": 1851.9, + "n_ref": 2367.8333333333335 + } + }, + "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": 0.17722656601060482, + "FN": 7176, + "FP": 1979, + "IoU": 0.09722907011142885, + "TN": 165091, + "TP": 986, + "n_pred": 2965, + "n_ref": 8162 + }, + "11": { + "Dice": 0.0, + "FN": 1408, + "FP": 0, + "IoU": 0.0, + "TN": 173824, + "TP": 0, + "n_pred": 0, + "n_ref": 1408 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.22391728112551912, + "FN": 6728, + "FP": 2429, + "IoU": 0.12607367818285933, + "TN": 164754, + "TP": 1321, + "n_pred": 3750, + "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": 0.7044534412955465, + "FN": 2117, + "FP": 365, + "IoU": 0.54375, + "TN": 169792, + "TP": 2958, + "n_pred": 3323, + "n_ref": 5075 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1822, + "IoU": 0.0, + "TN": 173410, + "TP": 0, + "n_pred": 1822, + "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": 0.907605345369819, + "FN": 5590, + "FP": 3253, + "IoU": 0.830840156094575, + "TN": 122956, + "TP": 43433, + "n_pred": 46686, + "n_ref": 49023 + }, + "7": { + "Dice": 0.009789068873091715, + "FN": 0, + "FP": 16994, + "IoU": 0.0049186087363859935, + "TN": 158154, + "TP": 84, + "n_pred": 17078, + "n_ref": 84 + }, + "8": { + "Dice": 0.012569316081330868, + "FN": 51, + "FP": 7962, + "IoU": 0.006324404761904762, + "TN": 167168, + "TP": 51, + "n_pred": 8013, + "n_ref": 102 + }, + "9": { + "Dice": 0.7248310049571879, + "FN": 11679, + "FP": 533, + "IoU": 0.5684195646027707, + "TN": 146936, + "TP": 16084, + "n_pred": 16617, + "n_ref": 27763 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.960924289096277, + "FN": 2733, + "FP": 1542, + "IoU": 0.9247875578388078, + "TN": 118393, + "TP": 52564, + "n_pred": 54106, + "n_ref": 55297 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1034, + "IoU": 0.0, + "TN": 174198, + "TP": 0, + "n_pred": 1034, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 10, + "FP": 0, + "IoU": 0.0, + "TN": 175222, + "TP": 0, + "n_pred": 0, + "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": 29, + "IoU": 0.0, + "TN": 175203, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9322129365224909, + "FN": 8635, + "FP": 1715, + "IoU": 0.8730326189629157, + "TN": 268947, + "TP": 71167, + "n_pred": 72882, + "n_ref": 79802 + }, + "10": { + "Dice": 0.7911334871687294, + "FN": 1492, + "FP": 1495, + "IoU": 0.6544423877834336, + "TN": 341820, + "TP": 5657, + "n_pred": 7152, + "n_ref": 7149 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.08636363636363636, + "FN": 166, + "FP": 236, + "IoU": 0.04513064133016627, + "TN": 350043, + "TP": 19, + "n_pred": 255, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9537710797668725, + "FN": 1248, + "FP": 4114, + "IoU": 0.9116275236918006, + "TN": 289789, + "TP": 55313, + "n_pred": 59427, + "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": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 350361, + "TP": 0, + "n_pred": 103, + "n_ref": 0 + }, + "7": { + "Dice": 0.9302186878727634, + "FN": 93, + "FP": 2715, + "IoU": 0.8695409775134734, + "TN": 328940, + "TP": 18716, + "n_pred": 21431, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.09055078322385043, + "FN": 0, + "FP": 8999, + "IoU": 0.04742246215729861, + "TN": 341017, + "TP": 448, + "n_pred": 9447, + "n_ref": 448 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 160, + "FP": 0, + "IoU": 0.0, + "TN": 350304, + "TP": 0, + "n_pred": 0, + "n_ref": 160 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9314824030063318, + "FN": 9409, + "FP": 10556, + "IoU": 0.8717520475349285, + "TN": 194789, + "TP": 135710, + "n_pred": 146266, + "n_ref": 145119 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 71, + "IoU": 0.0, + "TN": 350393, + "TP": 0, + "n_pred": 71, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.0, + "FN": 0, + "FP": 191, + "IoU": 0.0, + "TN": 175041, + "TP": 0, + "n_pred": 191, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4090909090909091, + "FN": 1, + "FP": 25, + "IoU": 0.2571428571428571, + "TN": 175197, + "TP": 9, + "n_pred": 34, + "n_ref": 10 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 742, + "IoU": 0.0, + "TN": 174490, + "TP": 0, + "n_pred": 742, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 6951, + "FP": 0, + "IoU": 0.0, + "TN": 168281, + "TP": 0, + "n_pred": 0, + "n_ref": 6951 + }, + "6": { + "Dice": 0.374981959405382, + "FN": 47636, + "FP": 1, + "IoU": 0.23075556703860997, + "TN": 113305, + "TP": 14290, + "n_pred": 14291, + "n_ref": 61926 + }, + "7": { + "Dice": 0.5483063134308686, + "FN": 2757, + "FP": 10951, + "IoU": 0.37770110768113313, + "TN": 153204, + "TP": 8320, + "n_pred": 19271, + "n_ref": 11077 + }, + "8": { + "Dice": 0.9234711982021054, + "FN": 1754, + "FP": 187, + "IoU": 0.8578230295927337, + "TN": 161580, + "TP": 11711, + "n_pred": 11898, + "n_ref": 13465 + }, + "9": { + "Dice": 0.0, + "FN": 1042, + "FP": 597, + "IoU": 0.0, + "TN": 173593, + "TP": 0, + "n_pred": 597, + "n_ref": 1042 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0, + "IoU": 0.0, + "TN": 349887, + "TP": 0, + "n_pred": 0, + "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": 196, + "IoU": 0.0, + "TN": 350268, + "TP": 0, + "n_pred": 196, + "n_ref": 0 + }, + "13": { + "Dice": 0.24659370113915569, + "FN": 12781, + "FP": 711, + "IoU": 0.14063694267515925, + "TN": 334764, + "TP": 2208, + "n_pred": 2919, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.9283360570096713, + "FN": 1079, + "FP": 1596, + "IoU": 0.8662566871656417, + "TN": 330463, + "TP": 17326, + "n_pred": 18922, + "n_ref": 18405 + }, + "9": { + "Dice": 0.47520462205103514, + "FN": 407, + "FP": 3953, + "IoU": 0.311651405115251, + "TN": 344130, + "TP": 1974, + "n_pred": 5927, + "n_ref": 2381 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9544370690210736, + "FN": 487, + "FP": 220, + "IoU": 0.91284516765286, + "TN": 342352, + "TP": 7405, + "n_pred": 7625, + "n_ref": 7892 + }, + "10": { + "Dice": 0.8840810547739139, + "FN": 2387, + "FP": 233, + "IoU": 0.7922448655935295, + "TN": 337853, + "TP": 9991, + "n_pred": 10224, + "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": 0.0, + "FN": 0, + "FP": 1048, + "IoU": 0.0, + "TN": 349416, + "TP": 0, + "n_pred": 1048, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 45698, + "IoU": 0.0, + "TN": 304766, + "TP": 0, + "n_pred": 45698, + "n_ref": 0 + }, + "3": { + "Dice": 0.5295752992392753, + "FN": 50553, + "FP": 2072, + "IoU": 0.360151253556404, + "TN": 268218, + "TP": 29621, + "n_pred": 31693, + "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": 87, + "IoU": 0.0, + "TN": 350377, + "TP": 0, + "n_pred": 87, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.7436951091773427, + "FN": 1671, + "FP": 1510, + "IoU": 0.5919702411493073, + "TN": 342668, + "TP": 4615, + "n_pred": 6125, + "n_ref": 6286 + }, + "11": { + "Dice": 0.0, + "FN": 3282, + "FP": 0, + "IoU": 0.0, + "TN": 347182, + "TP": 0, + "n_pred": 0, + "n_ref": 3282 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 350449, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "13": { + "Dice": 0.7622903412377097, + "FN": 1131, + "FP": 102, + "IoU": 0.6158878504672897, + "TN": 347254, + "TP": 1977, + "n_pred": 2079, + "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": 0.9720434645004747, + "FN": 120, + "FP": 145, + "IoU": 0.9456075533661741, + "TN": 345592, + "TP": 4607, + "n_pred": 4752, + "n_ref": 4727 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 6, + "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": 0.921884395179211, + "FN": 4079, + "FP": 1897, + "IoU": 0.8550886296951914, + "TN": 309225, + "TP": 35263, + "n_pred": 37160, + "n_ref": 39342 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 82, + "IoU": 0.0, + "TN": 350382, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + }, + "8": { + "Dice": 0.3956989247311828, + "FN": 15, + "FP": 266, + "IoU": 0.24664879356568364, + "TN": 350091, + "TP": 92, + "n_pred": 358, + "n_ref": 107 + }, + "9": { + "Dice": 0.8143105665229559, + "FN": 992, + "FP": 3918, + "IoU": 0.6867823424342945, + "TN": 334788, + "TP": 10766, + "n_pred": 14684, + "n_ref": 11758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 7052, + "FP": 0, + "IoU": 0.0, + "TN": 168180, + "TP": 0, + "n_pred": 0, + "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": 0.2377101681345076, + "FN": 38071, + "FP": 13, + "IoU": 0.13488710190359365, + "TN": 131210, + "TP": 5938, + "n_pred": 5951, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7979087329761828, + "FN": 819, + "FP": 2312, + "IoU": 0.6637671821305842, + "TN": 165920, + "TP": 6181, + "n_pred": 8493, + "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": 0.43753161355589276, + "FN": 2200, + "FP": 24, + "IoU": 0.28002589834898023, + "TN": 172143, + "TP": 865, + "n_pred": 889, + "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": 0.9614845574876719, + "FN": 367, + "FP": 1117, + "IoU": 0.9258259609136802, + "TN": 155225, + "TP": 18523, + "n_pred": 19640, + "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": 0.0, + "FN": 0, + "FP": 177, + "IoU": 0.0, + "TN": 175055, + "TP": 0, + "n_pred": 177, + "n_ref": 0 + }, + "7": { + "Dice": 0.9293645019454022, + "FN": 1462, + "FP": 3004, + "IoU": 0.8680494002245465, + "TN": 141386, + "TP": 29380, + "n_pred": 32384, + "n_ref": 30842 + }, + "8": { + "Dice": 0.9558421994162508, + "FN": 409, + "FP": 60, + "IoU": 0.915419296663661, + "TN": 169687, + "TP": 5076, + "n_pred": 5136, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0249.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": 0.32917541168186626, + "FN": 197006, + "FP": 201, + "IoU": 0.19701374637610344, + "TN": 104872, + "TP": 48385, + "n_pred": 48586, + "n_ref": 245391 + }, + "15": { + "Dice": 0.02531036763158686, + "FN": 32414, + "FP": 11, + "IoU": 0.012817390245387566, + "TN": 317618, + "TP": 421, + "n_pred": 432, + "n_ref": 32835 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 547, + "IoU": 0.0, + "TN": 349917, + "TP": 0, + "n_pred": 547, + "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": 80277, + "IoU": 0.0, + "TN": 270187, + "TP": 0, + "n_pred": 80277, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 28139, + "IoU": 0.0, + "TN": 322325, + "TP": 0, + "n_pred": 28139, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": 0.6776649746192893, + "FN": 229, + "FP": 787, + "IoU": 0.5124760076775432, + "TN": 348380, + "TP": 1068, + "n_pred": 1855, + "n_ref": 1297 + }, + "11": { + "Dice": 0.0, + "FN": 3603, + "FP": 0, + "IoU": 0.0, + "TN": 346861, + "TP": 0, + "n_pred": 0, + "n_ref": 3603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9156231365533691, + "FN": 411, + "FP": 155, + "IoU": 0.8443772339840528, + "TN": 346827, + "TP": 3071, + "n_pred": 3226, + "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": 0.946768296461548, + "FN": 295, + "FP": 564, + "IoU": 0.8989173923276065, + "TN": 341966, + "TP": 7639, + "n_pred": 8203, + "n_ref": 7934 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 508, + "IoU": 0.0, + "TN": 349956, + "TP": 0, + "n_pred": 508, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 350435, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9320805846625478, + "FN": 4758, + "FP": 8225, + "IoU": 0.8728004859505428, + "TN": 248396, + "TP": 89085, + "n_pred": 97310, + "n_ref": 93843 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 772, + "IoU": 0.0, + "TN": 349692, + "TP": 0, + "n_pred": 772, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8302482068472554, + "FN": 6721, + "FP": 166, + "IoU": 0.7097644232795314, + "TN": 326735, + "TP": 16842, + "n_pred": 17008, + "n_ref": 23563 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6550372704218858, + "FN": 4328, + "FP": 161, + "IoU": 0.4870300537081476, + "TN": 166481, + "TP": 4262, + "n_pred": 4423, + "n_ref": 8590 + }, + "15": { + "Dice": 0.5066621689998313, + "FN": 2919, + "FP": 6, + "IoU": 0.3392816805963406, + "TN": 170805, + "TP": 1502, + "n_pred": 1508, + "n_ref": 4421 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 920, + "IoU": 0.0, + "TN": 174312, + "TP": 0, + "n_pred": 920, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 280, + "IoU": 0.0, + "TN": 174952, + "TP": 0, + "n_pred": 280, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9642364701826956, + "FN": 2251, + "FP": 239, + "IoU": 0.9309426740993427, + "TN": 314407, + "TP": 33567, + "n_pred": 33806, + "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": 1466, + "IoU": 0.0, + "TN": 348998, + "TP": 0, + "n_pred": 1466, + "n_ref": 0 + }, + "3": { + "Dice": 0.9150999406293291, + "FN": 1978, + "FP": 167, + "IoU": 0.8434877781831448, + "TN": 336759, + "TP": 11560, + "n_pred": 11727, + "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": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 350450, + "TP": 0, + "n_pred": 14, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.22577501296008295, + "FN": 74661, + "FP": 13, + "IoU": 0.12725275239007972, + "TN": 264902, + "TP": 10888, + "n_pred": 10901, + "n_ref": 85549 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 106, + "IoU": 0.0, + "TN": 350358, + "TP": 0, + "n_pred": 106, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.17627003068530514, + "FN": 3967, + "FP": 865, + "IoU": 0.09665358010843149, + "TN": 345115, + "TP": 517, + "n_pred": 1382, + "n_ref": 4484 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 196, + "IoU": 0.0, + "TN": 350268, + "TP": 0, + "n_pred": 196, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 108, + "IoU": 0.0, + "TN": 350356, + "TP": 0, + "n_pred": 108, + "n_ref": 0 + }, + "4": { + "Dice": 0.4876632801161103, + "FN": 15054, + "FP": 125, + "IoU": 0.32245681381957775, + "TN": 328061, + "TP": 7224, + "n_pred": 7349, + "n_ref": 22278 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.23340537944284342, + "FN": 97975, + "FP": 29709, + "IoU": 0.13212164054322262, + "TN": 203342, + "TP": 19438, + "n_pred": 49147, + "n_ref": 117413 + }, + "7": { + "Dice": 0.0004870722896456549, + "FN": 2111, + "FP": 47139, + "IoU": 0.0002435954691242743, + "TN": 301202, + "TP": 12, + "n_pred": 47151, + "n_ref": 2123 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 3328, + "FP": 0, + "IoU": 0.0, + "TN": 347136, + "TP": 0, + "n_pred": 0, + "n_ref": 3328 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 161, + "IoU": 0.0, + "TN": 175071, + "TP": 0, + "n_pred": 161, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 5597, + "IoU": 0.0, + "TN": 169635, + "TP": 0, + "n_pred": 5597, + "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": 7757, + "IoU": 0.0, + "TN": 167475, + "TP": 0, + "n_pred": 7757, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 32308, + "IoU": 0.0, + "TN": 142924, + "TP": 0, + "n_pred": 32308, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 22175, + "IoU": 0.0, + "TN": 153057, + "TP": 0, + "n_pred": 22175, + "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": 52, + "IoU": 0.0, + "TN": 175180, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.9151457159395636, + "FN": 1138, + "FP": 6045, + "IoU": 0.8435655639523488, + "TN": 304547, + "TP": 38734, + "n_pred": 44779, + "n_ref": 39872 + }, + "15": { + "Dice": 0.7824661513721015, + "FN": 9009, + "FP": 11958, + "IoU": 0.6426648033267435, + "TN": 291788, + "TP": 37709, + "n_pred": 49667, + "n_ref": 46718 + }, + "2": { + "Dice": 0.047566976489885185, + "FN": 437, + "FP": 3047, + "IoU": 0.024362923550826098, + "TN": 346893, + "TP": 87, + "n_pred": 3134, + "n_ref": 524 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4100, + "IoU": 0.0, + "TN": 346364, + "TP": 0, + "n_pred": 4100, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.37150317045878406, + "FN": 34, + "FP": 3336, + "IoU": 0.22812643151626202, + "TN": 346098, + "TP": 996, + "n_pred": 4332, + "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": 0.596543147687561, + "FN": 5302, + "FP": 7513, + "IoU": 0.4250527165866571, + "TN": 328175, + "TP": 9474, + "n_pred": 16987, + "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": 0.26881720430107525, + "FN": 1983, + "FP": 1961, + "IoU": 0.15527950310559005, + "TN": 345795, + "TP": 725, + "n_pred": 2686, + "n_ref": 2708 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9689440282264531, + "FN": 2146, + "FP": 3276, + "IoU": 0.9397589022832065, + "TN": 260459, + "TP": 84583, + "n_pred": 87859, + "n_ref": 86729 + }, + "7": { + "Dice": 0.6819429778247096, + "FN": 157, + "FP": 2855, + "IoU": 0.5173850344496075, + "TN": 344223, + "TP": 3229, + "n_pred": 6084, + "n_ref": 3386 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.49807586586036284, + "FN": 723, + "FP": 190, + "IoU": 0.33162518301610544, + "TN": 349098, + "TP": 453, + "n_pred": 643, + "n_ref": 1176 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.6955056936864092, + "FN": 297, + "FP": 4222, + "IoU": 0.5331611570247934, + "TN": 165552, + "TP": 5161, + "n_pred": 9383, + "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": 0.49538538288850087, + "FN": 7149, + "FP": 943, + "IoU": 0.3292440318302387, + "TN": 163168, + "TP": 3972, + "n_pred": 4915, + "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": 0.7682539682539683, + "FN": 55, + "FP": 18, + "IoU": 0.6237113402061856, + "TN": 175038, + "TP": 121, + "n_pred": 139, + "n_ref": 176 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8172736061875604, + "FN": 3992, + "FP": 544, + "IoU": 0.691008174386921, + "TN": 160552, + "TP": 10144, + "n_pred": 10688, + "n_ref": 14136 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9490247590118288, + "FN": 1139, + "FP": 6312, + "IoU": 0.9029944017706028, + "TN": 98422, + "TP": 69359, + "n_pred": 75671, + "n_ref": 70498 + }, + "7": { + "Dice": 0.0, + "FN": 24, + "FP": 1940, + "IoU": 0.0, + "TN": 173268, + "TP": 0, + "n_pred": 1940, + "n_ref": 24 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 24, + "FP": 0, + "IoU": 0.0, + "TN": 175208, + "TP": 0, + "n_pred": 0, + "n_ref": 24 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 62, + "IoU": 0.0, + "TN": 175170, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "10": { + "Dice": 0.5605623058900452, + "FN": 15923, + "FP": 207, + "IoU": 0.38943144825497766, + "TN": 148814, + "TP": 10288, + "n_pred": 10495, + "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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1420, + "IoU": 0.0, + "TN": 173812, + "TP": 0, + "n_pred": 1420, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.817271521253203, + "FN": 192, + "FP": 9863, + "IoU": 0.6910051934482653, + "TN": 142691, + "TP": 22486, + "n_pred": 32349, + "n_ref": 22678 + }, + "7": { + "Dice": 0.18622302036390742, + "FN": 19583, + "FP": 4434, + "IoU": 0.10267139921539324, + "TN": 148467, + "TP": 2748, + "n_pred": 7182, + "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_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676852/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 1108.3604444444445, + "FP": 823.3382222222223, + "IoU": NaN, + "TN": 228972.4617777778, + "TP": 2738.506222222222, + "n_pred": 3561.844444444444, + "n_ref": 3846.8666666666663 + }, + "mean": { + "1": { + "Dice": 0.47425289947281585, + "FN": 823.46, + "FP": 707.5266666666666, + "IoU": 0.4245994402174902, + "TN": 228820.94666666668, + "TP": 3290.7333333333336, + "n_pred": 3998.2599999999998, + "n_ref": 4114.193333333334 + }, + "10": { + "Dice": 0.3481575596747627, + "FN": 1337.8933333333337, + "FP": 905.8066666666667, + "IoU": 0.2666375494150664, + "TN": 229863.6666666667, + "TP": 1535.3, + "n_pred": 2441.1066666666666, + "n_ref": 2873.1933333333336 + }, + "11": { + "Dice": NaN, + "FN": 108.14666666666668, + "FP": 0.0, + "IoU": NaN, + "TN": 233534.52000000002, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 108.14666666666668 + }, + "12": { + "Dice": 0.2069174335707647, + "FN": 170.71999999999997, + "FP": 44.379999999999995, + "IoU": 0.1470614018472372, + "TN": 233365.14666666667, + "TP": 62.42, + "n_pred": 106.8, + "n_ref": 233.14000000000001 + }, + "13": { + "Dice": 0.23318539854979276, + "FN": 1557.6133333333335, + "FP": 700.8133333333333, + "IoU": 0.16791105189819938, + "TN": 230390.37333333335, + "TP": 993.8666666666666, + "n_pred": 1694.6799999999998, + "n_ref": 2551.48 + }, + "14": { + "Dice": 0.49348690792589506, + "FN": 1979.7933333333335, + "FP": 1187.8533333333332, + "IoU": 0.4154494871842734, + "TN": 227242.77333333335, + "TP": 3232.246666666667, + "n_pred": 4420.1, + "n_ref": 5212.039999999999 + }, + "15": { + "Dice": 0.2869846059957753, + "FN": 889.2666666666667, + "FP": 334.6533333333333, + "IoU": 0.2150230053992673, + "TN": 231615.5666666667, + "TP": 803.1800000000001, + "n_pred": 1137.8333333333335, + "n_ref": 1692.4466666666667 + }, + "2": { + "Dice": 0.4092676998799439, + "FN": 969.0, + "FP": 924.2199999999999, + "IoU": 0.35566414432209087, + "TN": 229341.61333333334, + "TP": 2407.833333333333, + "n_pred": 3332.0533333333333, + "n_ref": 3376.8333333333335 + }, + "3": { + "Dice": 0.360821305532625, + "FN": 1547.42, + "FP": 1054.3533333333332, + "IoU": 0.324039431449273, + "TN": 227566.4333333333, + "TP": 3474.46, + "n_pred": 4528.8133333333335, + "n_ref": 5021.88 + }, + "4": { + "Dice": 0.31981341351167447, + "FN": 586.8866666666667, + "FP": 240.29333333333335, + "IoU": 0.2602741659184146, + "TN": 232076.06666666665, + "TP": 739.42, + "n_pred": 979.7133333333334, + "n_ref": 1326.3066666666666 + }, + "5": { + "Dice": 0.21390009293009943, + "FN": 323.64, + "FP": 46.36, + "IoU": 0.15761615722618597, + "TN": 233193.59333333335, + "TP": 79.07333333333334, + "n_pred": 125.43333333333331, + "n_ref": 402.71333333333337 + }, + "6": { + "Dice": 0.585521232155337, + "FN": 2341.9333333333334, + "FP": 3094.2599999999998, + "IoU": 0.5274858485329167, + "TN": 212173.62666666665, + "TP": 16032.846666666668, + "n_pred": 19127.106666666667, + "n_ref": 18374.78 + }, + "7": { + "Dice": 0.34320925172377764, + "FN": 2444.6133333333332, + "FP": 2125.2133333333336, + "IoU": 0.28576443529680806, + "TN": 224790.34, + "TP": 4282.5, + "n_pred": 6407.713333333333, + "n_ref": 6727.113333333333 + }, + "8": { + "Dice": 0.6238870143901754, + "FN": 573.36, + "FP": 564.4533333333333, + "IoU": 0.5638246248063468, + "TN": 230104.51333333334, + "TP": 2400.34, + "n_pred": 2964.7933333333335, + "n_ref": 2973.7000000000003 + }, + "9": { + "Dice": 0.425159904982519, + "FN": 971.6600000000001, + "FP": 419.88666666666666, + "IoU": 0.34915078465363053, + "TN": 230507.74666666667, + "TP": 1743.3733333333334, + "n_pred": 2163.26, + "n_ref": 2715.0333333333338 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/loop_001/summary.json b/nnActive_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fe5ba90987b05a90c783a64048845b2b82ea0633 --- /dev/null +++ b/nnActive_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7063090509807373, + "FN": 31621.830666666672, + "FP": 29219.13333333334, + "IoU": 0.5904143697483655, + "TN": 96241151.17600001, + "TP": 154968.69999999998, + "n_pred": 184187.83333333337, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8609066420708379, + "FN": 30550.32, + "FP": 17130.72, + "IoU": 0.786672337225825, + "TN": 96245541.98, + "TP": 163737.82, + "n_pred": 180868.54, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.6460611901934211, + "FN": 26202.22, + "FP": 17192.4, + "IoU": 0.5063524891245023, + "TN": 96365545.88, + "TP": 48020.34, + "n_pred": 65212.74, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.46013953224108306, + "FN": 2395.0, + "FP": 126.78, + "IoU": 0.32004197385414856, + "TN": 96453133.68, + "TP": 1305.38, + "n_pred": 1432.16, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.5861188372513904, + "FN": 2070.5, + "FP": 701.8, + "IoU": 0.43511610798412514, + "TN": 96452022.38, + "TP": 2166.16, + "n_pred": 2867.96, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.5367248704322692, + "FN": 30557.04, + "FP": 13123.9, + "IoU": 0.3840492912035641, + "TN": 96385978.8, + "TP": 27301.1, + "n_pred": 40425.0, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.686896960549574, + "FN": 34624.08, + "FP": 49859.98, + "IoU": 0.5865787655921707, + "TN": 96268742.72, + "TP": 103734.06, + "n_pred": 153594.04, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.5973224372166955, + "FN": 20313.78, + "FP": 20011.14, + "IoU": 0.46680673723496874, + "TN": 96382902.66, + "TP": 33733.26, + "n_pred": 53744.4, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.7863206119691867, + "FN": 46907.94, + "FP": 5847.74, + "IoU": 0.688493469727727, + "TN": 96294271.4, + "TP": 109933.76, + "n_pred": 115781.5, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8486612797479759, + "FN": 14776.58, + "FP": 42029.1, + "IoU": 0.7488487207344454, + "TN": 96251529.16, + "TP": 148626.0, + "n_pred": 190655.1, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6511635479876463, + "FN": 8028.6, + "FP": 7001.24, + "IoU": 0.5465212715126617, + "TN": 96423382.1, + "TP": 18548.9, + "n_pred": 25550.14, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.6278676489962209, + "FN": 9069.48, + "FP": 2739.9, + "IoU": 0.4835291863532406, + "TN": 96437068.78, + "TP": 8082.68, + "n_pred": 10822.58, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9132869289709683, + "FN": 92303.4, + "FP": 164309.72, + "IoU": 0.850048471772911, + "TN": 94933427.5, + "TP": 1266920.22, + "n_pred": 1431229.94, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.7026287938893507, + "FN": 109863.3, + "FP": 78922.04, + "IoU": 0.5697550119341536, + "TN": 96039114.14, + "TP": 229061.36, + "n_pred": 307983.4, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.8707289982797657, + "FN": 30634.58, + "FP": 9743.8, + "IoU": 0.7800971671246042, + "TN": 96314847.86, + "TP": 101734.6, + "n_pred": 111478.4, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8198074849146703, + "FN": 16030.64, + "FP": 9546.74, + "IoU": 0.7033045448464331, + "TN": 96369758.6, + "TP": 61624.86, + "n_pred": 71171.6, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8613207362251798, + "FN": 4806, + "FP": 23494, + "IoU": 0.7564208496867039, + "TN": 119477136, + "TP": 87884, + "n_pred": 111378, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7168357022477001, + "FN": 16000, + "FP": 30877, + "IoU": 0.5586468572289384, + "TN": 119487108, + "TP": 59335, + "n_pred": 90212, + "n_ref": 75335 + }, + "11": { + "Dice": 0.35153190509099286, + "FN": 2783, + "FP": 32, + "IoU": 0.21324762437115707, + "TN": 119589742, + "TP": 763, + "n_pred": 795, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7118604378878352, + "FN": 1425, + "FP": 1036, + "IoU": 0.5526267951281585, + "TN": 119587819, + "TP": 3040, + "n_pred": 4076, + "n_ref": 4465 + }, + "13": { + "Dice": 0.4481923978080282, + "FN": 29611, + "FP": 27383, + "IoU": 0.2888195657599201, + "TN": 119513180, + "TP": 23146, + "n_pred": 50529, + "n_ref": 52757 + }, + "14": { + "Dice": 0.35977601193231495, + "FN": 191524, + "FP": 7642, + "IoU": 0.21934565922070184, + "TN": 119338193, + "TP": 55961, + "n_pred": 63603, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 119425, + "IoU": 0.0, + "TN": 119441032, + "TP": 0, + "n_pred": 119425, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9533874368879579, + "FN": 4936, + "FP": 8349, + "IoU": 0.9109268037573669, + "TN": 119444173, + "TP": 135862, + "n_pred": 144211, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9507384966915231, + "FN": 8520, + "FP": 8253, + "IoU": 0.9061025241979276, + "TN": 119414689, + "TP": 161858, + "n_pred": 170111, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7897611963073167, + "FN": 25947, + "FP": 1609, + "IoU": 0.6525664140809199, + "TN": 119514007, + "TP": 51757, + "n_pred": 53366, + "n_ref": 77704 + }, + "5": { + "Dice": 0.06071243171087435, + "FN": 61808, + "FP": 14186, + "IoU": 0.03130656469088591, + "TN": 119514870, + "TP": 2456, + "n_pred": 16642, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9594447349066291, + "FN": 35919, + "FP": 60964, + "IoU": 0.9220507233900127, + "TN": 118350422, + "TP": 1146015, + "n_pred": 1206979, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 167065, + "IoU": 0.0, + "TN": 119426255, + "TP": 0, + "n_pred": 167065, + "n_ref": 0 + }, + "8": { + "Dice": 0.6783341106314451, + "FN": 116331, + "FP": 45061, + "IoU": 0.5132417474703301, + "TN": 119261755, + "TP": 170173, + "n_pred": 215234, + "n_ref": 286504 + }, + "9": { + "Dice": 0.811740433194573, + "FN": 20862, + "FP": 4961, + "IoU": 0.6831339345972145, + "TN": 119511825, + "TP": 55672, + "n_pred": 60633, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9485177367740179, + "FN": 14427, + "FP": 4476, + "IoU": 0.9020767824118442, + "TN": 72632621, + "TP": 174136, + "n_pred": 178612, + "n_ref": 188563 + }, + "10": { + "Dice": 0.577639751552795, + "FN": 23997, + "FP": 41011, + "IoU": 0.40611353711790393, + "TN": 72716198, + "TP": 44454, + "n_pred": 85465, + "n_ref": 68451 + }, + "11": { + "Dice": 0.5725646123260437, + "FN": 1239, + "FP": 266, + "IoU": 0.4011142061281337, + "TN": 72823147, + "TP": 1008, + "n_pred": 1274, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6965944272445821, + "FN": 849, + "FP": 915, + "IoU": 0.5344418052256532, + "TN": 72821871, + "TP": 2025, + "n_pred": 2940, + "n_ref": 2874 + }, + "13": { + "Dice": 0.6157488480389759, + "FN": 18713, + "FP": 20564, + "IoU": 0.4448245155271602, + "TN": 72754913, + "TP": 31470, + "n_pred": 52034, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8506254118844571, + "FN": 11705, + "FP": 11188, + "IoU": 0.7400767518960898, + "TN": 72737584, + "TP": 65183, + "n_pred": 76371, + "n_ref": 76888 + }, + "15": { + "Dice": 0.6471116846010276, + "FN": 14397, + "FP": 16233, + "IoU": 0.4783186292877338, + "TN": 72766946, + "TP": 28084, + "n_pred": 44317, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9566979227689449, + "FN": 7645, + "FP": 3960, + "IoU": 0.9169903364019371, + "TN": 72685857, + "TP": 128198, + "n_pred": 132158, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9576010919638287, + "FN": 3672, + "FP": 7262, + "IoU": 0.9186512807922088, + "TN": 72691251, + "TP": 123475, + "n_pred": 130737, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8374386055615052, + "FN": 4333, + "FP": 4471, + "IoU": 0.7203392522473873, + "TN": 72794179, + "TP": 22677, + "n_pred": 27148, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7876882776686313, + "FN": 2625, + "FP": 617, + "IoU": 0.6497407087294728, + "TN": 72816404, + "TP": 6014, + "n_pred": 6631, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9500833523550851, + "FN": 54839, + "FP": 66311, + "IoU": 0.9049131228524022, + "TN": 71551562, + "TP": 1152948, + "n_pred": 1219259, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.8356723765553544, + "FN": 47741, + "FP": 27431, + "IoU": 0.7177295803418546, + "TN": 72559348, + "TP": 191140, + "n_pred": 218571, + "n_ref": 238881 + }, + "8": { + "Dice": 0.921046258173892, + "FN": 4952, + "FP": 4176, + "IoU": 0.8536475869809204, + "TN": 72763290, + "TP": 53242, + "n_pred": 57418, + "n_ref": 58194 + }, + "9": { + "Dice": 0.820170201605389, + "FN": 18569, + "FP": 7486, + "IoU": 0.6951597617905488, + "TN": 72740189, + "TP": 59416, + "n_pred": 66902, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9391500792807771, + "FN": 16016, + "FP": 15606, + "IoU": 0.8852808120530969, + "TN": 71533841, + "TP": 244025, + "n_pred": 259631, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8166078998454894, + "FN": 21576, + "FP": 10827, + "IoU": 0.6900569132909273, + "TN": 71704943, + "TP": 72142, + "n_pred": 82969, + "n_ref": 93718 + }, + "11": { + "Dice": 0.5355731225296443, + "FN": 2014, + "FP": 336, + "IoU": 0.3657219973009447, + "TN": 71805783, + "TP": 1355, + "n_pred": 1691, + "n_ref": 3369 + }, + "12": { + "Dice": 0.5708389412292508, + "FN": 3328, + "FP": 1455, + "IoU": 0.3994224008036163, + "TN": 71801524, + "TP": 3181, + "n_pred": 4636, + "n_ref": 6509 + }, + "13": { + "Dice": 0.6515659529071096, + "FN": 29699, + "FP": 6881, + "IoU": 0.4832019439970614, + "TN": 71738706, + "TP": 34202, + "n_pred": 41083, + "n_ref": 63901 + }, + "14": { + "Dice": 0.8149839955065609, + "FN": 160878, + "FP": 3162, + "IoU": 0.6877409186173341, + "TN": 71284155, + "TP": 361293, + "n_pred": 364455, + "n_ref": 522171 + }, + "15": { + "Dice": 0.12359824602371501, + "FN": 168754, + "FP": 133, + "IoU": 0.06586982012876391, + "TN": 71628692, + "TP": 11909, + "n_pred": 12042, + "n_ref": 180663 + }, + "2": { + "Dice": 0.8524356811471953, + "FN": 33691, + "FP": 5495, + "IoU": 0.742821702577296, + "TN": 71657119, + "TP": 113183, + "n_pred": 118678, + "n_ref": 146874 + }, + "3": { + "Dice": 0.8859957562897848, + "FN": 9621, + "FP": 35511, + "IoU": 0.7953252972708226, + "TN": 71588982, + "TP": 175374, + "n_pred": 210885, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7255698300870286, + "FN": 844, + "FP": 9089, + "IoU": 0.5693288241415192, + "TN": 71786424, + "TP": 13131, + "n_pred": 22220, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8116654302670623, + "FN": 1590, + "FP": 2472, + "IoU": 0.683027701911822, + "TN": 71796673, + "TP": 8753, + "n_pred": 11225, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9571521608237795, + "FN": 40838, + "FP": 67259, + "IoU": 0.917825328745817, + "TN": 70494034, + "TP": 1207357, + "n_pred": 1274616, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9131851350530581, + "FN": 24649, + "FP": 15373, + "IoU": 0.8402398278732042, + "TN": 71558975, + "TP": 210491, + "n_pred": 225864, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9298371992508284, + "FN": 7014, + "FP": 4187, + "IoU": 0.8688745288099085, + "TN": 71724066, + "TP": 74221, + "n_pred": 78408, + "n_ref": 81235 + }, + "9": { + "Dice": 0.865807491879513, + "FN": 14055, + "FP": 8915, + "IoU": 0.7633690803638574, + "TN": 71712417, + "TP": 74101, + "n_pred": 83016, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9492397484797321, + "FN": 12360, + "FP": 9226, + "IoU": 0.9033837615253782, + "TN": 135222090, + "TP": 201834, + "n_pred": 211060, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7674994319336977, + "FN": 20959, + "FP": 17923, + "IoU": 0.6227173048186458, + "TN": 135342452, + "TP": 64176, + "n_pred": 82099, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6085284865431667, + "FN": 1806, + "FP": 434, + "IoU": 0.43732730469731224, + "TN": 135441529, + "TP": 1741, + "n_pred": 2175, + "n_ref": 3547 + }, + "12": { + "Dice": 0.5453597497393118, + "FN": 3416, + "FP": 72, + "IoU": 0.374910394265233, + "TN": 135439930, + "TP": 2092, + "n_pred": 2164, + "n_ref": 5508 + }, + "13": { + "Dice": 0.6409174932958421, + "FN": 15956, + "FP": 11628, + "IoU": 0.47158100419532195, + "TN": 135393309, + "TP": 24617, + "n_pred": 36245, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8952420870458755, + "FN": 10589, + "FP": 20403, + "IoU": 0.8103513688822529, + "TN": 135282092, + "TP": 132426, + "n_pred": 152829, + "n_ref": 143015 + }, + "15": { + "Dice": 0.6154541255848511, + "FN": 20650, + "FP": 17650, + "IoU": 0.44451696181235406, + "TN": 135376561, + "TP": 30649, + "n_pred": 48299, + "n_ref": 51299 + }, + "2": { + "Dice": 0.8642605271775968, + "FN": 39319, + "FP": 14150, + "IoU": 0.7609672357603637, + "TN": 135221821, + "TP": 170220, + "n_pred": 184370, + "n_ref": 209539 + }, + "3": { + "Dice": 0.8522394360251594, + "FN": 24978, + "FP": 45028, + "IoU": 0.74252371337254, + "TN": 135173617, + "TP": 201887, + "n_pred": 246915, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8603860740390799, + "FN": 4059, + "FP": 6580, + "IoU": 0.7549803090670413, + "TN": 135402089, + "TP": 32782, + "n_pred": 39362, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5055630327501122, + "FN": 16775, + "FP": 5267, + "IoU": 0.3382966587613701, + "TN": 135412199, + "TP": 11269, + "n_pred": 16536, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9613741007022347, + "FN": 52957, + "FP": 76369, + "IoU": 0.925621151323338, + "TN": 133706763, + "TP": 1609421, + "n_pred": 1685790, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.7082600687468936, + "FN": 29392, + "FP": 110310, + "IoU": 0.5482992757371961, + "TN": 135136230, + "TP": 169578, + "n_pred": 279888, + "n_ref": 198970 + }, + "8": { + "Dice": 0.7166871958274221, + "FN": 117112, + "FP": 19283, + "IoU": 0.5584664888382452, + "TN": 135136598, + "TP": 172517, + "n_pred": 191800, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8257363409859405, + "FN": 23797, + "FP": 7537, + "IoU": 0.7031950062043554, + "TN": 135339939, + "TP": 74237, + "n_pred": 81774, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.821424102645671, + "FN": 62553, + "FP": 21650, + "IoU": 0.6969632626032879, + "TN": 105476141, + "TP": 193661, + "n_pred": 215311, + "n_ref": 256214 + }, + "10": { + "Dice": 0.2637860082304527, + "FN": 43819, + "FP": 49209, + "IoU": 0.15193173737852572, + "TN": 105644311, + "TP": 16666, + "n_pred": 65875, + "n_ref": 60485 + }, + "11": { + "Dice": 0.4700805523590334, + "FN": 1652, + "FP": 190, + "IoU": 0.3072583678074464, + "TN": 105751346, + "TP": 817, + "n_pred": 1007, + "n_ref": 2469 + }, + "12": { + "Dice": 0.488333517637952, + "FN": 2196, + "FP": 2431, + "IoU": 0.3230431602048281, + "TN": 105747170, + "TP": 2208, + "n_pred": 4639, + "n_ref": 4404 + }, + "13": { + "Dice": 0.4097570199489458, + "FN": 54898, + "FP": 20018, + "IoU": 0.2576694411414982, + "TN": 105653085, + "TP": 26004, + "n_pred": 46022, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9413535487856594, + "FN": 17094, + "FP": 5310, + "IoU": 0.8892048404884008, + "TN": 105551794, + "TP": 179807, + "n_pred": 185117, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8523330821678643, + "FN": 4743, + "FP": 3292, + "IoU": 0.7426658980271585, + "TN": 105722781, + "TP": 23189, + "n_pred": 26481, + "n_ref": 27932 + }, + "2": { + "Dice": 0.8833365889050118, + "FN": 26269, + "FP": 7177, + "IoU": 0.7910499978134157, + "TN": 105593938, + "TP": 126621, + "n_pred": 133798, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8403213690675775, + "FN": 9812, + "FP": 51621, + "IoU": 0.7246157225402432, + "TN": 105530924, + "TP": 161648, + "n_pred": 213269, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6327117228098494, + "FN": 18512, + "FP": 7427, + "IoU": 0.4627493216793356, + "TN": 105705724, + "TP": 22342, + "n_pred": 29769, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7306136803235449, + "FN": 4055, + "FP": 2073, + "IoU": 0.5755644826153207, + "TN": 105739567, + "TP": 8310, + "n_pred": 10383, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9002729467240279, + "FN": 64221, + "FP": 261983, + "IoU": 0.8186330817653423, + "TN": 103955419, + "TP": 1472382, + "n_pred": 1734365, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.7168053453114746, + "FN": 51033, + "FP": 120707, + "IoU": 0.5586099838340328, + "TN": 105364916, + "TP": 217349, + "n_pred": 338056, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8988525218085595, + "FN": 5361, + "FP": 13388, + "IoU": 0.8162871364740927, + "TN": 105651949, + "TP": 83307, + "n_pred": 96695, + "n_ref": 88668 + }, + "9": { + "Dice": 0.803638169054876, + "FN": 16536, + "FP": 11940, + "IoU": 0.6717350455923548, + "TN": 105667258, + "TP": 58271, + "n_pred": 70211, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9609884187180395, + "FN": 12991, + "FP": 6516, + "IoU": 0.9249063591113643, + "TN": 96878111, + "TP": 240262, + "n_pred": 246778, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8455092140282316, + "FN": 12185, + "FP": 24501, + "IoU": 0.7323654933430603, + "TN": 97000805, + "TP": 100389, + "n_pred": 124890, + "n_ref": 112574 + }, + "11": { + "Dice": 0.6973365617433414, + "FN": 1545, + "FP": 205, + "IoU": 0.5353159851301115, + "TN": 97134114, + "TP": 2016, + "n_pred": 2221, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7704956542165845, + "FN": 1238, + "FP": 716, + "IoU": 0.626671761559037, + "TN": 97132646, + "TP": 3280, + "n_pred": 3996, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7137521769330663, + "FN": 14446, + "FP": 13989, + "IoU": 0.5549103089878846, + "TN": 97073994, + "TP": 35451, + "n_pred": 49440, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8638208426973294, + "FN": 56520, + "FP": 9044, + "IoU": 0.7602857675615793, + "TN": 96864371, + "TP": 207945, + "n_pred": 216989, + "n_ref": 264465 + }, + "15": { + "Dice": 0.38610421836228287, + "FN": 9535, + "FP": 31286, + "IoU": 0.23923739237392375, + "TN": 97084222, + "TP": 12837, + "n_pred": 44123, + "n_ref": 22372 + }, + "2": { + "Dice": 0.7882346452617423, + "FN": 45106, + "FP": 4809, + "IoU": 0.6504845531187855, + "TN": 96995068, + "TP": 92897, + "n_pred": 97706, + "n_ref": 138003 + }, + "3": { + "Dice": 0.8432412317424877, + "FN": 13439, + "FP": 40481, + "IoU": 0.7289689560881454, + "TN": 96938936, + "TP": 145024, + "n_pred": 185505, + "n_ref": 158463 + }, + "4": { + "Dice": 0.8995344751866491, + "FN": 1893, + "FP": 3826, + "IoU": 0.8174126811825554, + "TN": 97106558, + "TP": 25603, + "n_pred": 29429, + "n_ref": 27496 + }, + "5": { + "Dice": 0.76664404734977, + "FN": 4465, + "FP": 1725, + "IoU": 0.6215918816481233, + "TN": 97121522, + "TP": 10168, + "n_pred": 11893, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9131515724586491, + "FN": 49352, + "FP": 226651, + "IoU": 0.840183000056746, + "TN": 95410886, + "TP": 1450991, + "n_pred": 1677642, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9041419450686876, + "FN": 13859, + "FP": 37114, + "IoU": 0.8250538844881317, + "TN": 96846516, + "TP": 240391, + "n_pred": 277505, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9253922734373179, + "FN": 8983, + "FP": 10217, + "IoU": 0.8611442580981102, + "TN": 96999607, + "TP": 119073, + "n_pred": 129290, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8197360309179257, + "FN": 6751, + "FP": 20442, + "IoU": 0.6945361820673541, + "TN": 97048858, + "TP": 61829, + "n_pred": 82271, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9640909142668443, + "FN": 4178, + "FP": 8436, + "IoU": 0.9306713567286817, + "TN": 130584847, + "TP": 169331, + "n_pred": 177767, + "n_ref": 173509 + }, + "10": { + "Dice": 0.6942583297372187, + "FN": 16113, + "FP": 37733, + "IoU": 0.5316965411676712, + "TN": 130651811, + "TP": 61135, + "n_pred": 98868, + "n_ref": 77248 + }, + "11": { + "Dice": 0.6000638365783594, + "FN": 2169, + "FP": 337, + "IoU": 0.42863657090743273, + "TN": 130762406, + "TP": 1880, + "n_pred": 2217, + "n_ref": 4049 + }, + "12": { + "Dice": 0.6804554079696394, + "FN": 1535, + "FP": 149, + "IoU": 0.5156744319815934, + "TN": 130763315, + "TP": 1793, + "n_pred": 1942, + "n_ref": 3328 + }, + "13": { + "Dice": 0.6327912781734087, + "FN": 26890, + "FP": 13124, + "IoU": 0.4628344363748641, + "TN": 130692301, + "TP": 34477, + "n_pred": 47601, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9519546238113774, + "FN": 5356, + "FP": 10196, + "IoU": 0.908314320581525, + "TN": 130597169, + "TP": 154071, + "n_pred": 164267, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8248848703631855, + "FN": 4340, + "FP": 6041, + "IoU": 0.7019608969021849, + "TN": 130731961, + "TP": 24450, + "n_pred": 30491, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9179961342939027, + "FN": 14824, + "FP": 12244, + "IoU": 0.8484222315553689, + "TN": 130588217, + "TP": 151507, + "n_pred": 163751, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9199349815261705, + "FN": 9565, + "FP": 17674, + "IoU": 0.8517403728398422, + "TN": 130583067, + "TP": 156486, + "n_pred": 174160, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6777731865820217, + "FN": 11893, + "FP": 5263, + "IoU": 0.5125997897667547, + "TN": 130731593, + "TP": 18043, + "n_pred": 23306, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6056480762084924, + "FN": 13380, + "FP": 9968, + "IoU": 0.4343581171112242, + "TN": 130725515, + "TP": 17929, + "n_pred": 27897, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9622020335488153, + "FN": 37988, + "FP": 64078, + "IoU": 0.9271573703686522, + "TN": 129365607, + "TP": 1299119, + "n_pred": 1363197, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9138375729262742, + "FN": 26940, + "FP": 51999, + "IoU": 0.8413452262276104, + "TN": 130269240, + "TP": 418613, + "n_pred": 470612, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8652177931526203, + "FN": 33631, + "FP": 27617, + "IoU": 0.7624527313979871, + "TN": 130508957, + "TP": 196587, + "n_pred": 224204, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8105025460262464, + "FN": 21091, + "FP": 16756, + "IoU": 0.6813823294186977, + "TN": 130648007, + "TP": 80938, + "n_pred": 97694, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7183129488214234, + "FN": 27296, + "FP": 108818, + "IoU": 0.5604433220737449, + "TN": 71926346, + "TP": 173548, + "n_pred": 282366, + "n_ref": 200844 + }, + "10": { + "Dice": 0.19824226049998397, + "FN": 53381, + "FP": 21698, + "IoU": 0.11002714524484063, + "TN": 72151647, + "TP": 9282, + "n_pred": 30980, + "n_ref": 62663 + }, + "11": { + "Dice": 0.05217391304347826, + "FN": 2615, + "FP": 1, + "IoU": 0.026785714285714284, + "TN": 72233320, + "TP": 72, + "n_pred": 73, + "n_ref": 2687 + }, + "12": { + "Dice": 0.5508419689119171, + "FN": 2370, + "FP": 404, + "IoU": 0.38011173184357544, + "TN": 72231533, + "TP": 1701, + "n_pred": 2105, + "n_ref": 4071 + }, + "13": { + "Dice": 0.4458077709611452, + "FN": 47875, + "FP": 8222, + "IoU": 0.2868421052631579, + "TN": 72157348, + "TP": 22563, + "n_pred": 30785, + "n_ref": 70438 + }, + "14": { + "Dice": 0.1899574154176307, + "FN": 17194, + "FP": 465964, + "IoU": 0.10494637918226632, + "TN": 71696199, + "TP": 56651, + "n_pred": 522615, + "n_ref": 73845 + }, + "15": { + "Dice": 0.37207853424601384, + "FN": 5622, + "FP": 70975, + "IoU": 0.2285604939017635, + "TN": 72136717, + "TP": 22694, + "n_pred": 93669, + "n_ref": 28316 + }, + "2": { + "Dice": 0.1952162864084448, + "FN": 113314, + "FP": 1960, + "IoU": 0.10816602839348574, + "TN": 72106753, + "TP": 13981, + "n_pred": 15941, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7025750422363168, + "FN": 8348, + "FP": 127033, + "IoU": 0.5415149739737671, + "TN": 71940729, + "TP": 159898, + "n_pred": 286931, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 11149, + "IoU": 0.0, + "TN": 72224859, + "TP": 0, + "n_pred": 11149, + "n_ref": 0 + }, + "5": { + "Dice": 0.7801271625018483, + "FN": 313, + "FP": 4148, + "IoU": 0.6395151515151515, + "TN": 72223633, + "TP": 7914, + "n_pred": 12062, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7708601226989841, + "FN": 336524, + "FP": 362181, + "IoU": 0.6271541074655091, + "TN": 70362030, + "TP": 1175273, + "n_pred": 1537454, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.3359256802129433, + "FN": 173178, + "FP": 483464, + "IoU": 0.20186939742927468, + "TN": 71413283, + "TP": 166083, + "n_pred": 649547, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8954889967660746, + "FN": 5137, + "FP": 9438, + "IoU": 0.8107560668423854, + "TN": 72158991, + "TP": 62442, + "n_pred": 71880, + "n_ref": 67579 + }, + "9": { + "Dice": 0.5241720031683381, + "FN": 30098, + "FP": 5345, + "IoU": 0.3551714727553898, + "TN": 72181043, + "TP": 19522, + "n_pred": 24867, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5096438825599704, + "FN": 44971, + "FP": 39739, + "IoU": 0.3419611437804414, + "TN": 52424389, + "TP": 44021, + "n_pred": 83760, + "n_ref": 88992 + }, + "10": { + "Dice": 0.11514258936939349, + "FN": 44174, + "FP": 2089, + "IoU": 0.061088222758914616, + "TN": 52503847, + "TP": 3010, + "n_pred": 5099, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 1, + "IoU": 0.0, + "TN": 52551077, + "TP": 0, + "n_pred": 1, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0014064697609001407, + "FN": 4062, + "FP": 1618, + "IoU": 0.0007037297677691766, + "TN": 52547436, + "TP": 4, + "n_pred": 1622, + "n_ref": 4066 + }, + "13": { + "Dice": 0.2943480291760986, + "FN": 17519, + "FP": 2120, + "IoU": 0.17257215083210448, + "TN": 52529385, + "TP": 4096, + "n_pred": 6216, + "n_ref": 21615 + }, + "14": { + "Dice": 0.37581636939999236, + "FN": 41077, + "FP": 7952, + "IoU": 0.2313878568405211, + "TN": 52489331, + "TP": 14760, + "n_pred": 22712, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 49493, + "IoU": 0.0, + "TN": 52478358, + "TP": 0, + "n_pred": 49493, + "n_ref": 25269 + }, + "2": { + "Dice": 0.6138336429811471, + "FN": 74614, + "FP": 1460, + "IoU": 0.4428282650729478, + "TN": 52416584, + "TP": 60462, + "n_pred": 61922, + "n_ref": 135076 + }, + "3": { + "Dice": 0.781007104813354, + "FN": 24977, + "FP": 41262, + "IoU": 0.6406986520571724, + "TN": 52368765, + "TP": 118116, + "n_pred": 159378, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 1674, + "IoU": 0.0, + "TN": 52549566, + "TP": 0, + "n_pred": 1674, + "n_ref": 1880 + }, + "5": { + "Dice": 0.715872390705002, + "FN": 1738, + "FP": 1869, + "IoU": 0.5574776101091891, + "TN": 52544969, + "TP": 4544, + "n_pred": 6413, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9000945710989422, + "FN": 80415, + "FP": 73292, + "IoU": 0.8183381474880513, + "TN": 51707004, + "TP": 692409, + "n_pred": 765701, + "n_ref": 772824 + }, + "7": { + "Dice": 0.40270469860611097, + "FN": 140714, + "FP": 14578, + "IoU": 0.2521166238044326, + "TN": 52345478, + "TP": 52350, + "n_pred": 66928, + "n_ref": 193064 + }, + "8": { + "Dice": 0.7611162842154757, + "FN": 18254, + "FP": 7657, + "IoU": 0.6143565166917204, + "TN": 52485931, + "TP": 41278, + "n_pred": 48935, + "n_ref": 59532 + }, + "9": { + "Dice": 0.7360633079487249, + "FN": 23770, + "FP": 15186, + "IoU": 0.5823577340366225, + "TN": 52459844, + "TP": 54320, + "n_pred": 69506, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9022238856464827, + "FN": 16706, + "FP": 43119, + "IoU": 0.8218651087865985, + "TN": 143801409, + "TP": 276016, + "n_pred": 319135, + "n_ref": 292722 + }, + "10": { + "Dice": 0.6716479330292057, + "FN": 41154, + "FP": 14700, + "IoU": 0.5056249391479832, + "TN": 144024271, + "TP": 57125, + "n_pred": 71825, + "n_ref": 98279 + }, + "11": { + "Dice": 0.49647769204964776, + "FN": 4399, + "FP": 104, + "IoU": 0.3302097278000892, + "TN": 144130527, + "TP": 2220, + "n_pred": 2324, + "n_ref": 6619 + }, + "12": { + "Dice": 0.5378191939973376, + "FN": 3424, + "FP": 395, + "IoU": 0.3678198973679854, + "TN": 144131209, + "TP": 2222, + "n_pred": 2617, + "n_ref": 5646 + }, + "13": { + "Dice": 0.6883620160146522, + "FN": 42663, + "FP": 13147, + "IoU": 0.524810980178462, + "TN": 144019802, + "TP": 61638, + "n_pred": 74785, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9518999554882491, + "FN": 27294, + "FP": 11392, + "IoU": 0.9082147839538393, + "TN": 143715766, + "TP": 382798, + "n_pred": 394190, + "n_ref": 410092 + }, + "15": { + "Dice": 0.7298612674714654, + "FN": 1596, + "FP": 14001, + "IoU": 0.5746311397169117, + "TN": 144100583, + "TP": 21070, + "n_pred": 35071, + "n_ref": 22666 + }, + "2": { + "Dice": 0.737726289193221, + "FN": 55699, + "FP": 2846, + "IoU": 0.5844424096590788, + "TN": 143996367, + "TP": 82338, + "n_pred": 85184, + "n_ref": 138037 + }, + "3": { + "Dice": 0.8379676396051535, + "FN": 8703, + "FP": 55298, + "IoU": 0.7211224645417111, + "TN": 143907755, + "TP": 165494, + "n_pred": 220792, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9068431066958609, + "FN": 3748, + "FP": 5995, + "IoU": 0.8295635441266509, + "TN": 144080085, + "TP": 47422, + "n_pred": 53417, + "n_ref": 51170 + }, + "5": { + "Dice": 0.654060273159145, + "FN": 14509, + "FP": 4133, + "IoU": 0.4859506411140218, + "TN": 144100985, + "TP": 17623, + "n_pred": 21756, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8720861031428202, + "FN": 39022, + "FP": 348075, + "IoU": 0.7731849971640581, + "TN": 142430586, + "TP": 1319567, + "n_pred": 1667642, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.7863037149895661, + "FN": 38240, + "FP": 76351, + "IoU": 0.6478587144911682, + "TN": 143811838, + "TP": 210821, + "n_pred": 287172, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7874485429687953, + "FN": 59349, + "FP": 32300, + "IoU": 0.6494145369275908, + "TN": 143875833, + "TP": 169768, + "n_pred": 202068, + "n_ref": 229117 + }, + "9": { + "Dice": 0.884309324627627, + "FN": 9947, + "FP": 12166, + "IoU": 0.7926115581565472, + "TN": 144030624, + "TP": 84513, + "n_pred": 96679, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9517457130517002, + "FN": 10179, + "FP": 10490, + "IoU": 0.9079340050422713, + "TN": 111554418, + "TP": 203833, + "n_pred": 214323, + "n_ref": 214012 + }, + "10": { + "Dice": 0.45625236275045156, + "FN": 29709, + "FP": 9126, + "IoU": 0.29554854157596866, + "TN": 111723792, + "TP": 16293, + "n_pred": 25419, + "n_ref": 46002 + }, + "11": { + "Dice": 0.44601985011140366, + "FN": 2694, + "FP": 41, + "IoU": 0.2870177267987487, + "TN": 111775084, + "TP": 1101, + "n_pred": 1142, + "n_ref": 3795 + }, + "12": { + "Dice": 0.4825693996126533, + "FN": 3165, + "FP": 41, + "IoU": 0.31801744309721336, + "TN": 111774219, + "TP": 1495, + "n_pred": 1536, + "n_ref": 4660 + }, + "13": { + "Dice": 0.48808858310040854, + "FN": 30242, + "FP": 17376, + "IoU": 0.32282882293547976, + "TN": 111708601, + "TP": 22701, + "n_pred": 40077, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6999853758408892, + "FN": 5819, + "FP": 68035, + "IoU": 0.5384442319590528, + "TN": 111618909, + "TP": 86157, + "n_pred": 154192, + "n_ref": 91976 + }, + "15": { + "Dice": 0.5741780971042891, + "FN": 4139, + "FP": 5640, + "IoU": 0.402699731248473, + "TN": 111762548, + "TP": 6593, + "n_pred": 12233, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9117499987112273, + "FN": 29445, + "FP": 4793, + "IoU": 0.8378130003505414, + "TN": 111567818, + "TP": 176864, + "n_pred": 181657, + "n_ref": 206309 + }, + "3": { + "Dice": 0.8111985129710946, + "FN": 3214, + "FP": 24820, + "IoU": 0.682366670821106, + "TN": 111690661, + "TP": 60225, + "n_pred": 85045, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8607882359301509, + "FN": 2757, + "FP": 2393, + "IoU": 0.7555998481397115, + "TN": 111757848, + "TP": 15922, + "n_pred": 18315, + "n_ref": 18679 + }, + "5": { + "Dice": 0.44349884311587456, + "FN": 18078, + "FP": 2847, + "IoU": 0.28493319208556883, + "TN": 111749657, + "TP": 8338, + "n_pred": 11185, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9697825592355446, + "FN": 41269, + "FP": 33107, + "IoU": 0.941337741783845, + "TN": 110511052, + "TP": 1193492, + "n_pred": 1226599, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.6847857273272646, + "FN": 93995, + "FP": 38940, + "IoU": 0.5206647628113596, + "TN": 111501588, + "TP": 144397, + "n_pred": 183337, + "n_ref": 238392 + }, + "8": { + "Dice": 0.7442396313364056, + "FN": 98950, + "FP": 23594, + "IoU": 0.5926605504587156, + "TN": 111478080, + "TP": 178296, + "n_pred": 201890, + "n_ref": 277246 + }, + "9": { + "Dice": 0.7802754512359665, + "FN": 19039, + "FP": 15485, + "IoU": 0.6397144765403239, + "TN": 111683096, + "TP": 61300, + "n_pred": 76785, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8642157573520689, + "FN": 34280, + "FP": 6924, + "IoU": 0.7608978227566037, + "TN": 198915547, + "TP": 131124, + "n_pred": 138048, + "n_ref": 165404 + }, + "10": { + "Dice": 0.6676545072471577, + "FN": 25954, + "FP": 11054, + "IoU": 0.5011121446192421, + "TN": 199013694, + "TP": 37173, + "n_pred": 48227, + "n_ref": 63127 + }, + "11": { + "Dice": 0.6432896775102098, + "FN": 2151, + "FP": 382, + "IoU": 0.4741540377828524, + "TN": 199083058, + "TP": 2284, + "n_pred": 2666, + "n_ref": 4435 + }, + "12": { + "Dice": 0.712769278801124, + "FN": 1052, + "FP": 788, + "IoU": 0.5537230172204706, + "TN": 199083752, + "TP": 2283, + "n_pred": 3071, + "n_ref": 3335 + }, + "13": { + "Dice": 0.34194496201805935, + "FN": 26051, + "FP": 10679, + "IoU": 0.20623257623236013, + "TN": 199041602, + "TP": 9543, + "n_pred": 20222, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6257859834385129, + "FN": 19629, + "FP": 13044, + "IoU": 0.4553773836511535, + "TN": 199027883, + "TP": 27319, + "n_pred": 40363, + "n_ref": 46948 + }, + "15": { + "Dice": 0.7002551717852912, + "FN": 61727, + "FP": 4055, + "IoU": 0.5387635761914444, + "TN": 198945254, + "TP": 76839, + "n_pred": 80894, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9161241582929583, + "FN": 10737, + "FP": 11024, + "IoU": 0.8452297975846716, + "TN": 198947273, + "TP": 118841, + "n_pred": 129865, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9353154392555342, + "FN": 7617, + "FP": 10532, + "IoU": 0.8784906569900176, + "TN": 198938512, + "TP": 131214, + "n_pred": 141746, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7980349062702004, + "FN": 1688, + "FP": 6123, + "IoU": 0.6639418319494041, + "TN": 199064632, + "TP": 15432, + "n_pred": 21555, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6016260162601627, + "FN": 9264, + "FP": 5044, + "IoU": 0.43023255813953487, + "TN": 199062763, + "TP": 10804, + "n_pred": 15848, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9151737758596742, + "FN": 41506, + "FP": 164912, + "IoU": 0.8436132492878357, + "TN": 197767955, + "TP": 1113502, + "n_pred": 1278414, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.7466662666686666, + "FN": 31731, + "FP": 52714, + "IoU": 0.5957441715735554, + "TN": 198878985, + "TP": 124445, + "n_pred": 177159, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8840288074560474, + "FN": 18191, + "FP": 8089, + "IoU": 0.7921609566290215, + "TN": 198961431, + "TP": 100164, + "n_pred": 108253, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8655297230268739, + "FN": 17197, + "FP": 9588, + "IoU": 0.7629373290732562, + "TN": 198974888, + "TP": 86202, + "n_pred": 95790, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8822326743663746, + "FN": 13498, + "FP": 32122, + "IoU": 0.7892811447733686, + "TN": 130858695, + "TP": 170877, + "n_pred": 202999, + "n_ref": 184375 + }, + "10": { + "Dice": 0.7113394249090594, + "FN": 17016, + "FP": 36310, + "IoU": 0.551999059068646, + "TN": 130956161, + "TP": 65705, + "n_pred": 102015, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6739694436437014, + "FN": 1733, + "FP": 529, + "IoU": 0.5082608695652174, + "TN": 131070592, + "TP": 2338, + "n_pred": 2867, + "n_ref": 4071 + }, + "12": { + "Dice": 0.6526295911623076, + "FN": 1179, + "FP": 2500, + "IoU": 0.4843728100911002, + "TN": 131068057, + "TP": 3456, + "n_pred": 5956, + "n_ref": 4635 + }, + "13": { + "Dice": 0.4355188265378818, + "FN": 61120, + "FP": 14153, + "IoU": 0.27837907794959305, + "TN": 130970881, + "TP": 29038, + "n_pred": 43191, + "n_ref": 90158 + }, + "14": { + "Dice": 0.09614543067609949, + "FN": 35521, + "FP": 361047, + "IoU": 0.050500407029641335, + "TN": 130657532, + "TP": 21092, + "n_pred": 382139, + "n_ref": 56613 + }, + "15": { + "Dice": 0.5359507432310585, + "FN": 6775, + "FP": 29251, + "IoU": 0.36607425655463666, + "TN": 131018362, + "TP": 20804, + "n_pred": 50055, + "n_ref": 27579 + }, + "2": { + "Dice": 0.6631139590016462, + "FN": 77881, + "FP": 5818, + "IoU": 0.49601382516227704, + "TN": 130909118, + "TP": 82375, + "n_pred": 88193, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7374808184672146, + "FN": 11770, + "FP": 115168, + "IoU": 0.5841343476238214, + "TN": 130769954, + "TP": 178300, + "n_pred": 293468, + "n_ref": 190070 + }, + "4": { + "Dice": 0.7099771128252945, + "FN": 31202, + "FP": 3012, + "IoU": 0.5503600904168638, + "TN": 130999100, + "TP": 41878, + "n_pred": 44890, + "n_ref": 73080 + }, + "5": { + "Dice": 0.6844793381452873, + "FN": 6591, + "FP": 884, + "IoU": 0.5203105948790349, + "TN": 131059609, + "TP": 8108, + "n_pred": 8992, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8184715099288641, + "FN": 46313, + "FP": 584301, + "IoU": 0.6927226188846166, + "TN": 129022929, + "TP": 1421649, + "n_pred": 2005950, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.605233897248536, + "FN": 186854, + "FP": 583219, + "IoU": 0.43393218121274046, + "TN": 129714802, + "TP": 590317, + "n_pred": 1173536, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9159156261458594, + "FN": 9537, + "FP": 12248, + "IoU": 0.8448748531349023, + "TN": 130934757, + "TP": 118650, + "n_pred": 130898, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6319616284193756, + "FN": 28256, + "FP": 15174, + "IoU": 0.4619472973475228, + "TN": 130994475, + "TP": 37287, + "n_pred": 52461, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8888302086083971, + "FN": 6846, + "FP": 45358, + "IoU": 0.7999049429657795, + "TN": 101356304, + "TP": 208692, + "n_pred": 254050, + "n_ref": 215538 + }, + "10": { + "Dice": 0.6515039081824479, + "FN": 19484, + "FP": 8694, + "IoU": 0.4831337014142378, + "TN": 101562683, + "TP": 26339, + "n_pred": 35033, + "n_ref": 45823 + }, + "11": { + "Dice": 0.6503364737550471, + "FN": 2543, + "FP": 55, + "IoU": 0.48185081771041083, + "TN": 101612186, + "TP": 2416, + "n_pred": 2471, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7541324462002287, + "FN": 1863, + "FP": 502, + "IoU": 0.6053070761014686, + "TN": 101611208, + "TP": 3627, + "n_pred": 4129, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7753702941349442, + "FN": 13939, + "FP": 12798, + "IoU": 0.6331467303312204, + "TN": 101544318, + "TP": 46145, + "n_pred": 58943, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9248887848279091, + "FN": 2517, + "FP": 7107, + "IoU": 0.8602726599590574, + "TN": 101548323, + "TP": 59253, + "n_pred": 66360, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7282576165679057, + "FN": 8932, + "FP": 9228, + "IoU": 0.5726455499599944, + "TN": 101574706, + "TP": 24334, + "n_pred": 33562, + "n_ref": 33266 + }, + "2": { + "Dice": 0.3231673655971255, + "FN": 138975, + "FP": 795, + "IoU": 0.19272487842068176, + "TN": 101444062, + "TP": 33368, + "n_pred": 34163, + "n_ref": 172343 + }, + "3": { + "Dice": 0.7096686006531673, + "FN": 4240, + "FP": 133821, + "IoU": 0.5499894066070177, + "TN": 101310405, + "TP": 168734, + "n_pred": 302555, + "n_ref": 172974 + }, + "4": { + "Dice": 0.2758327809081869, + "FN": 2898, + "FP": 67016, + "IoU": 0.15998029532975286, + "TN": 101533971, + "TP": 13315, + "n_pred": 80331, + "n_ref": 16213 + }, + "5": { + "Dice": 0.6798021005121083, + "FN": 10791, + "FP": 7654, + "IoU": 0.5149243918474687, + "TN": 101579175, + "TP": 19580, + "n_pred": 27234, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9019636369888673, + "FN": 169781, + "FP": 126714, + "IoU": 0.8214333034613013, + "TN": 99956784, + "TP": 1363921, + "n_pred": 1490635, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.858545937673433, + "FN": 44957, + "FP": 81208, + "IoU": 0.7521511079679396, + "TN": 101108160, + "TP": 382875, + "n_pred": 464083, + "n_ref": 427832 + }, + "8": { + "Dice": 0.736017191155109, + "FN": 90830, + "FP": 10395, + "IoU": 0.5823000012379352, + "TN": 101374861, + "TP": 141114, + "n_pred": 151509, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8758332792083183, + "FN": 6832, + "FP": 14197, + "IoU": 0.7790955407321813, + "TN": 101522005, + "TP": 74166, + "n_pred": 88363, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9517295997184145, + "FN": 16907, + "FP": 2841, + "IoU": 0.9079046775171384, + "TN": 118967782, + "TP": 194682, + "n_pred": 197523, + "n_ref": 211589 + }, + "10": { + "Dice": 0.716313829717248, + "FN": 26306, + "FP": 16816, + "IoU": 0.5580132015907507, + "TN": 119084648, + "TP": 54442, + "n_pred": 71258, + "n_ref": 80748 + }, + "11": { + "Dice": 0.4270597127739985, + "FN": 2908, + "FP": 124, + "IoU": 0.2715040845747237, + "TN": 119178050, + "TP": 1130, + "n_pred": 1254, + "n_ref": 4038 + }, + "12": { + "Dice": 0.4216142270861833, + "FN": 2594, + "FP": 1634, + "IoU": 0.2671173513607211, + "TN": 119176443, + "TP": 1541, + "n_pred": 3175, + "n_ref": 4135 + }, + "13": { + "Dice": 0.5345118191161357, + "FN": 13572, + "FP": 20397, + "IoU": 0.36473294434470377, + "TN": 119128740, + "TP": 19503, + "n_pred": 39900, + "n_ref": 33075 + }, + "14": { + "Dice": 0.17585479192872663, + "FN": 57409, + "FP": 21868, + "IoU": 0.09640394369407876, + "TN": 119094477, + "TP": 8458, + "n_pred": 30326, + "n_ref": 65867 + }, + "15": { + "Dice": 0.28918328639576985, + "FN": 10657, + "FP": 38813, + "IoU": 0.16903230141266187, + "TN": 119122679, + "TP": 10063, + "n_pred": 48876, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9115562726106372, + "FN": 27941, + "FP": 4183, + "IoU": 0.837485898142855, + "TN": 118984543, + "TP": 165545, + "n_pred": 169728, + "n_ref": 193486 + }, + "3": { + "Dice": 0.916971219136207, + "FN": 22118, + "FP": 9552, + "IoU": 0.8466729927572718, + "TN": 118975660, + "TP": 174882, + "n_pred": 184434, + "n_ref": 197000 + }, + "4": { + "Dice": 0.7397765997728133, + "FN": 12077, + "FP": 9915, + "IoU": 0.5870202058138662, + "TN": 119128960, + "TP": 31260, + "n_pred": 41175, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8116515837104072, + "FN": 4807, + "FP": 1187, + "IoU": 0.6830080913850547, + "TN": 119163303, + "TP": 12915, + "n_pred": 14102, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9371515756117599, + "FN": 46089, + "FP": 180963, + "IoU": 0.8817358657243817, + "TN": 117262340, + "TP": 1692820, + "n_pred": 1873783, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.736614445646967, + "FN": 90037, + "FP": 58415, + "IoU": 0.5830480197505343, + "TN": 118826171, + "TP": 207589, + "n_pred": 266004, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9347323604804222, + "FN": 7957, + "FP": 2406, + "IoU": 0.8774624571361003, + "TN": 119097642, + "TP": 74207, + "n_pred": 76613, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8179044700696181, + "FN": 24664, + "FP": 2434, + "IoU": 0.6919106361207435, + "TN": 119094257, + "TP": 60857, + "n_pred": 63291, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9191, + "IoU": 0.0, + "TN": 61323289, + "TP": 0, + "n_pred": 9191, + "n_ref": 0 + }, + "10": { + "Dice": 0.5414120056823813, + "FN": 18040, + "FP": 9722, + "IoU": 0.37118912797281994, + "TN": 61288330, + "TP": 16388, + "n_pred": 26110, + "n_ref": 34428 + }, + "11": { + "Dice": 0.5375165375165375, + "FN": 2442, + "FP": 5, + "IoU": 0.3675368312225381, + "TN": 61328611, + "TP": 1422, + "n_pred": 1427, + "n_ref": 3864 + }, + "12": { + "Dice": 0.6072322670375522, + "FN": 2667, + "FP": 157, + "IoU": 0.4359896145396445, + "TN": 61327473, + "TP": 2183, + "n_pred": 2340, + "n_ref": 4850 + }, + "13": { + "Dice": 0.48211100265894785, + "FN": 31210, + "FP": 14951, + "IoU": 0.317619406625571, + "TN": 61264833, + "TP": 21486, + "n_pred": 36437, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9474819919089955, + "FN": 12832, + "FP": 15741, + "IoU": 0.9002050175155509, + "TN": 61046163, + "TP": 257744, + "n_pred": 273485, + "n_ref": 270576 + }, + "15": { + "Dice": 0.526345963717627, + "FN": 53242, + "FP": 27723, + "IoU": 0.35717064572730667, + "TN": 61206529, + "TP": 44986, + "n_pred": 72709, + "n_ref": 98228 + }, + "2": { + "Dice": 0.6000076825567549, + "FN": 90652, + "FP": 3065, + "IoU": 0.42857926795807494, + "TN": 61168473, + "TP": 70290, + "n_pred": 73355, + "n_ref": 160942 + }, + "3": { + "Dice": 0.728468523020567, + "FN": 7139, + "FP": 83442, + "IoU": 0.5729064016182038, + "TN": 61120393, + "TP": 121506, + "n_pred": 204948, + "n_ref": 128645 + }, + "4": { + "Dice": 0.8972073247330531, + "FN": 5050, + "FP": 3460, + "IoU": 0.8135775153891651, + "TN": 61286831, + "TP": 37139, + "n_pred": 40599, + "n_ref": 42189 + }, + "5": { + "Dice": 0.8172966781214204, + "FN": 1437, + "FP": 1753, + "IoU": 0.6910411622276029, + "TN": 61322155, + "TP": 7135, + "n_pred": 8888, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9240017933342531, + "FN": 24124, + "FP": 170307, + "IoU": 0.8587391573797386, + "TN": 59956083, + "TP": 1181966, + "n_pred": 1352273, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.4613875445462372, + "FN": 136968, + "FP": 20065, + "IoU": 0.29987248765002766, + "TN": 61108188, + "TP": 67259, + "n_pred": 87324, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9102178837304394, + "FN": 12093, + "FP": 1740, + "IoU": 0.8352292354055245, + "TN": 61248527, + "TP": 70120, + "n_pred": 71860, + "n_ref": 82213 + }, + "9": { + "Dice": 0.816218639377966, + "FN": 10572, + "FP": 13206, + "IoU": 0.6895011752415774, + "TN": 61255900, + "TP": 52802, + "n_pred": 66008, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9696492837685449, + "FN": 6473, + "FP": 4212, + "IoU": 0.9410866304971108, + "TN": 148926132, + "TP": 170683, + "n_pred": 174895, + "n_ref": 177156 + }, + "10": { + "Dice": 0.7188376551306629, + "FN": 19369, + "FP": 22430, + "IoU": 0.5610824092741935, + "TN": 149012268, + "TP": 53433, + "n_pred": 75863, + "n_ref": 72802 + }, + "11": { + "Dice": 0.439126533054143, + "FN": 1870, + "FP": 5, + "IoU": 0.2813338443848218, + "TN": 149104891, + "TP": 734, + "n_pred": 739, + "n_ref": 2604 + }, + "12": { + "Dice": 0.45754245754245754, + "FN": 1410, + "FP": 219, + "IoU": 0.2966321243523316, + "TN": 149105184, + "TP": 687, + "n_pred": 906, + "n_ref": 2097 + }, + "13": { + "Dice": 0.44467690012244465, + "FN": 56948, + "FP": 11535, + "IoU": 0.2859064461637922, + "TN": 149011598, + "TP": 27419, + "n_pred": 38954, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8922831227861837, + "FN": 5906, + "FP": 15138, + "IoU": 0.8055155077446305, + "TN": 148999296, + "TP": 87160, + "n_pred": 102298, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8290399386593847, + "FN": 7228, + "FP": 5481, + "IoU": 0.7080001838066354, + "TN": 149063976, + "TP": 30815, + "n_pred": 36296, + "n_ref": 38043 + }, + "2": { + "Dice": 0.963940522805303, + "FN": 5113, + "FP": 6251, + "IoU": 0.9303911059385623, + "TN": 148944245, + "TP": 151891, + "n_pred": 158142, + "n_ref": 157004 + }, + "3": { + "Dice": 0.5228351714855122, + "FN": 35032, + "FP": 10699, + "IoU": 0.35394504485413575, + "TN": 149036715, + "TP": 25054, + "n_pred": 35753, + "n_ref": 60086 + }, + "4": { + "Dice": 0.8883372702886656, + "FN": 3645, + "FP": 1933, + "IoU": 0.7991068212922279, + "TN": 149079734, + "TP": 22188, + "n_pred": 24121, + "n_ref": 25833 + }, + "5": { + "Dice": 0.18393273436886085, + "FN": 30205, + "FP": 950, + "IoU": 0.10128079386142042, + "TN": 149072834, + "TP": 3511, + "n_pred": 4461, + "n_ref": 33716 + }, + "6": { + "Dice": 0.967219341047088, + "FN": 40293, + "FP": 31948, + "IoU": 0.936519611073765, + "TN": 147969495, + "TP": 1065764, + "n_pred": 1097712, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.7559597205096589, + "FN": 83851, + "FP": 39649, + "IoU": 0.6076649871974891, + "TN": 148792718, + "TP": 191282, + "n_pred": 230931, + "n_ref": 275133 + }, + "8": { + "Dice": 0.8572032412321141, + "FN": 44521, + "FP": 16964, + "IoU": 0.7500924680223224, + "TN": 148861469, + "TP": 184546, + "n_pred": 201510, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8167798742138365, + "FN": 22553, + "FP": 6579, + "IoU": 0.6903025535262475, + "TN": 149013434, + "TP": 64934, + "n_pred": 71513, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3492729076741261, + "FN": 404571, + "FP": 7295, + "IoU": 0.21158731161430247, + "TN": 100190401, + "TP": 110533, + "n_pred": 117828, + "n_ref": 515104 + }, + "10": { + "Dice": 0.320255795363709, + "FN": 28455, + "FP": 14063, + "IoU": 0.19065747896600296, + "TN": 100660266, + "TP": 10016, + "n_pred": 24079, + "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": 0.33187076186677306, + "FN": 4625, + "FP": 400, + "IoU": 0.1989478718316595, + "TN": 100706527, + "TP": 1248, + "n_pred": 1648, + "n_ref": 5873 + }, + "13": { + "Dice": 0.009636575774599197, + "FN": 38932, + "FP": 6904, + "IoU": 0.004841616187932869, + "TN": 100666741, + "TP": 223, + "n_pred": 7127, + "n_ref": 39155 + }, + "14": { + "Dice": 0.5055864795998334, + "FN": 40994, + "FP": 179818, + "IoU": 0.3383176561896, + "TN": 100379087, + "TP": 112901, + "n_pred": 292719, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8293983205882502, + "FN": 13433, + "FP": 20232, + "IoU": 0.7085230913089404, + "TN": 100597302, + "TP": 81833, + "n_pred": 102065, + "n_ref": 95266 + }, + "2": { + "Dice": 0.004161950715831695, + "FN": 232632, + "FP": 18125, + "IoU": 0.002085314846725379, + "TN": 100461519, + "TP": 524, + "n_pred": 18649, + "n_ref": 233156 + }, + "3": { + "Dice": 0.5931875242824635, + "FN": 42257, + "FP": 206949, + "IoU": 0.4216535853365329, + "TN": 100281906, + "TP": 181688, + "n_pred": 388637, + "n_ref": 223945 + }, + "4": { + "Dice": 0.48840991867484906, + "FN": 33179, + "FP": 18090, + "IoU": 0.3231100314224605, + "TN": 100637058, + "TP": 24473, + "n_pred": 42563, + "n_ref": 57652 + }, + "5": { + "Dice": 0.3540705187373085, + "FN": 12637, + "FP": 1359, + "IoU": 0.21511888739344998, + "TN": 100694968, + "TP": 3836, + "n_pred": 5195, + "n_ref": 16473 + }, + "6": { + "Dice": 0.43832098149849835, + "FN": 1297475, + "FP": 703124, + "IoU": 0.2806729016050214, + "TN": 97931591, + "TP": 780610, + "n_pred": 1483734, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.6457786936430623, + "FN": 27517, + "FP": 131313, + "IoU": 0.4768634865008185, + "TN": 100409189, + "TP": 144781, + "n_pred": 276094, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9048252092565239, + "FN": 14115, + "FP": 5215, + "IoU": 0.8261925100031471, + "TN": 100601585, + "TP": 91885, + "n_pred": 97100, + "n_ref": 106000 + }, + "9": { + "Dice": 0.6836255103091015, + "FN": 42074, + "FP": 13258, + "IoU": 0.5193244898491048, + "TN": 100597687, + "TP": 59781, + "n_pred": 73039, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9034751794169322, + "FN": 1985, + "FP": 14222, + "IoU": 0.8239441209698445, + "TN": 78858644, + "TP": 75849, + "n_pred": 90071, + "n_ref": 77834 + }, + "10": { + "Dice": 0.5067840244920679, + "FN": 24377, + "FP": 3977, + "IoU": 0.33939097411523494, + "TN": 78907779, + "TP": 14567, + "n_pred": 18544, + "n_ref": 38944 + }, + "11": { + "Dice": 0.16102236421725238, + "FN": 1242, + "FP": 71, + "IoU": 0.08756080611535788, + "TN": 78949261, + "TP": 126, + "n_pred": 197, + "n_ref": 1368 + }, + "12": { + "Dice": 0.0945292147376256, + "FN": 2433, + "FP": 0, + "IoU": 0.049609375, + "TN": 78948140, + "TP": 127, + "n_pred": 127, + "n_ref": 2560 + }, + "13": { + "Dice": 0.25279117849758787, + "FN": 50235, + "FP": 3975, + "IoU": 0.1446828652571789, + "TN": 78887320, + "TP": 9170, + "n_pred": 13145, + "n_ref": 59405 + }, + "14": { + "Dice": 0.0, + "FN": 27269, + "FP": 116683, + "IoU": 0.0, + "TN": 78806748, + "TP": 0, + "n_pred": 116683, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8360383214659787, + "FN": 15617, + "FP": 1446, + "IoU": 0.7182696276727483, + "TN": 78890135, + "TP": 43502, + "n_pred": 44948, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8627807087425696, + "FN": 22686, + "FP": 1945, + "IoU": 0.7586757588227225, + "TN": 78848634, + "TP": 77435, + "n_pred": 79380, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9119814605322408, + "FN": 1642, + "FP": 14386, + "IoU": 0.8382039712102399, + "TN": 78851637, + "TP": 83035, + "n_pred": 97421, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8905816770276975, + "FN": 1871, + "FP": 1878, + "IoU": 0.8027465011049142, + "TN": 78931694, + "TP": 15257, + "n_pred": 17135, + "n_ref": 17128 + }, + "5": { + "Dice": 0.2397359090353344, + "FN": 29896, + "FP": 1195, + "IoU": 0.13619314866779653, + "TN": 78914707, + "TP": 4902, + "n_pred": 6097, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9095088759305122, + "FN": 72676, + "FP": 53565, + "IoU": 0.8340360190520514, + "TN": 78190047, + "TP": 634412, + "n_pred": 687977, + "n_ref": 707088 + }, + "7": { + "Dice": 0.274352772531536, + "FN": 602069, + "FP": 27660, + "IoU": 0.1589854335025435, + "TN": 78201927, + "TP": 119044, + "n_pred": 146704, + "n_ref": 721113 + }, + "8": { + "Dice": 0.6373747860833311, + "FN": 174868, + "FP": 2913, + "IoU": 0.4677550213908706, + "TN": 78616679, + "TP": 156240, + "n_pred": 159153, + "n_ref": 331108 + }, + "9": { + "Dice": 0.526986616991029, + "FN": 35548, + "FP": 3048, + "IoU": 0.3577609158679446, + "TN": 78890604, + "TP": 21500, + "n_pred": 24548, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9282930656498309, + "FN": 4446, + "FP": 17763, + "IoU": 0.8661818225639295, + "TN": 104838476, + "TP": 143755, + "n_pred": 161518, + "n_ref": 148201 + }, + "10": { + "Dice": 0.7065841003402651, + "FN": 26702, + "FP": 23571, + "IoU": 0.5462930373178105, + "TN": 104893635, + "TP": 60532, + "n_pred": 84103, + "n_ref": 87234 + }, + "11": { + "Dice": 0.7895021645021645, + "FN": 1413, + "FP": 143, + "IoU": 0.6522127849798838, + "TN": 104999966, + "TP": 2918, + "n_pred": 3061, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6498643761301989, + "FN": 1958, + "FP": 1140, + "IoU": 0.4813326636531056, + "TN": 104998467, + "TP": 2875, + "n_pred": 4015, + "n_ref": 4833 + }, + "13": { + "Dice": 0.7832390301542936, + "FN": 26116, + "FP": 2501, + "IoU": 0.643708213498674, + "TN": 104924121, + "TP": 51702, + "n_pred": 54203, + "n_ref": 77818 + }, + "14": { + "Dice": 0.92470176426804, + "FN": 1133, + "FP": 10096, + "IoU": 0.8599491132230787, + "TN": 104924262, + "TP": 68949, + "n_pred": 79045, + "n_ref": 70082 + }, + "15": { + "Dice": 0.7989315981845202, + "FN": 4469, + "FP": 5543, + "IoU": 0.6651840952412802, + "TN": 104974537, + "TP": 19891, + "n_pred": 25434, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8176308313933812, + "FN": 51158, + "FP": 2191, + "IoU": 0.6915190729786459, + "TN": 104831499, + "TP": 119592, + "n_pred": 121783, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8529353790954045, + "FN": 4255, + "FP": 47226, + "IoU": 0.7435809313190781, + "TN": 104803671, + "TP": 149288, + "n_pred": 196514, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2926, + "IoU": 0.0, + "TN": 105001514, + "TP": 0, + "n_pred": 2926, + "n_ref": 0 + }, + "5": { + "Dice": 0.556601973741263, + "FN": 14034, + "FP": 11531, + "IoU": 0.38561918723414484, + "TN": 104962829, + "TP": 16046, + "n_pred": 27577, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9149462329833514, + "FN": 25292, + "FP": 199780, + "IoU": 0.8432266315235168, + "TN": 103568788, + "TP": 1210580, + "n_pred": 1410360, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.7839834815190594, + "FN": 9873, + "FP": 111484, + "IoU": 0.6447144998477645, + "TN": 104662864, + "TP": 220219, + "n_pred": 331703, + "n_ref": 230092 + }, + "8": { + "Dice": 0.7639167053518138, + "FN": 135796, + "FP": 6600, + "IoU": 0.6180139385907967, + "TN": 104631662, + "TP": 230382, + "n_pred": 236982, + "n_ref": 366178 + }, + "9": { + "Dice": 0.8756193914658713, + "FN": 9882, + "FP": 13889, + "IoU": 0.7787571084202787, + "TN": 104896997, + "TP": 83672, + "n_pred": 97561, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6523085979391057, + "FN": 194279, + "FP": 44343, + "IoU": 0.4840192620815071, + "TN": 177213825, + "TP": 223841, + "n_pred": 268184, + "n_ref": 418120 + }, + "10": { + "Dice": 0.17077004658914435, + "FN": 62944, + "FP": 24626, + "IoU": 0.09335624877053848, + "TN": 177579701, + "TP": 9017, + "n_pred": 33643, + "n_ref": 71961 + }, + "11": { + "Dice": 0.5347806145849259, + "FN": 2994, + "FP": 49, + "IoU": 0.36498330550918195, + "TN": 177671496, + "TP": 1749, + "n_pred": 1798, + "n_ref": 4743 + }, + "12": { + "Dice": 0.7182743895762619, + "FN": 1918, + "FP": 655, + "IoU": 0.56039637792585, + "TN": 177670435, + "TP": 3280, + "n_pred": 3935, + "n_ref": 5198 + }, + "13": { + "Dice": 0.6969500324464634, + "FN": 28216, + "FP": 14281, + "IoU": 0.5348605577689243, + "TN": 177584924, + "TP": 48867, + "n_pred": 63148, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9354996776273372, + "FN": 3697, + "FP": 6307, + "IoU": 0.8788157767225506, + "TN": 177593736, + "TP": 72548, + "n_pred": 78855, + "n_ref": 76245 + }, + "15": { + "Dice": 0.46187626567157386, + "FN": 2870, + "FP": 44430, + "IoU": 0.30028550718205893, + "TN": 177608689, + "TP": 20299, + "n_pred": 64729, + "n_ref": 23169 + }, + "2": { + "Dice": 0.8439569677783761, + "FN": 53742, + "FP": 5655, + "IoU": 0.7300394053294913, + "TN": 177456267, + "TP": 160624, + "n_pred": 166279, + "n_ref": 214366 + }, + "3": { + "Dice": 0.8714430277271807, + "FN": 13284, + "FP": 43884, + "IoU": 0.7721745991894121, + "TN": 177425359, + "TP": 193761, + "n_pred": 237645, + "n_ref": 207045 + }, + "4": { + "Dice": 0.7780140390428857, + "FN": 4064, + "FP": 13266, + "IoU": 0.636680014256064, + "TN": 177628589, + "TP": 30369, + "n_pred": 43635, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6569374361003925, + "FN": 11262, + "FP": 9542, + "IoU": 0.4891339046730349, + "TN": 177635565, + "TP": 19919, + "n_pred": 29461, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8748563877072446, + "FN": 82343, + "FP": 410651, + "IoU": 0.7775508638621791, + "TN": 175460078, + "TP": 1723216, + "n_pred": 2133867, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8581129943080901, + "FN": 23474, + "FP": 90521, + "IoU": 0.7514867846211534, + "TN": 177217580, + "TP": 344713, + "n_pred": 435234, + "n_ref": 368187 + }, + "8": { + "Dice": 0.7605242389349618, + "FN": 52487, + "FP": 40062, + "IoU": 0.6135854066895748, + "TN": 177436781, + "TP": 146958, + "n_pred": 187020, + "n_ref": 199445 + }, + "9": { + "Dice": 0.85054237248724, + "FN": 25490, + "FP": 13075, + "IoU": 0.739951044848583, + "TN": 177527989, + "TP": 109734, + "n_pred": 122809, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.95051319547521, + "FN": 13840, + "FP": 4197, + "IoU": 0.9056933268499783, + "TN": 193814276, + "TP": 173222, + "n_pred": 177419, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8579214107192447, + "FN": 12901, + "FP": 11657, + "IoU": 0.7511929728579678, + "TN": 193906832, + "TP": 74145, + "n_pred": 85802, + "n_ref": 87046 + }, + "11": { + "Dice": 0.16887319799941158, + "FN": 2825, + "FP": 0, + "IoU": 0.09222365038560411, + "TN": 194002423, + "TP": 287, + "n_pred": 287, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7380448582310623, + "FN": 1334, + "FP": 523, + "IoU": 0.5848423876592891, + "TN": 194001062, + "TP": 2616, + "n_pred": 3139, + "n_ref": 3950 + }, + "13": { + "Dice": 0.6597428379732176, + "FN": 30986, + "FP": 6035, + "IoU": 0.49225093263111697, + "TN": 193932623, + "TP": 35891, + "n_pred": 41926, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8830494626359122, + "FN": 5651, + "FP": 12957, + "IoU": 0.7905895857482078, + "TN": 193916676, + "TP": 70251, + "n_pred": 83208, + "n_ref": 75902 + }, + "15": { + "Dice": 0.6856184338306701, + "FN": 1551, + "FP": 16254, + "IoU": 0.5216281569048898, + "TN": 193968315, + "TP": 19415, + "n_pred": 35669, + "n_ref": 20966 + }, + "2": { + "Dice": 0.930707060262972, + "FN": 3879, + "FP": 16226, + "IoU": 0.8703948428686543, + "TN": 193850410, + "TP": 135020, + "n_pred": 151246, + "n_ref": 138899 + }, + "3": { + "Dice": 0.8996117838647186, + "FN": 17995, + "FP": 8019, + "IoU": 0.8175403650034369, + "TN": 193862961, + "TP": 116560, + "n_pred": 124579, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8783832714764189, + "FN": 1622, + "FP": 3752, + "IoU": 0.7831403091077842, + "TN": 193980754, + "TP": 19407, + "n_pred": 23159, + "n_ref": 21029 + }, + "5": { + "Dice": 0.40757198263683764, + "FN": 19336, + "FP": 3729, + "IoU": 0.2559437401206491, + "TN": 193974536, + "TP": 7934, + "n_pred": 11663, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9396382903176396, + "FN": 44823, + "FP": 127386, + "IoU": 0.8861488317973264, + "TN": 192492955, + "TP": 1340371, + "n_pred": 1467757, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.7935864178075787, + "FN": 92839, + "FP": 26357, + "IoU": 0.6578062693602887, + "TN": 193657206, + "TP": 229133, + "n_pred": 255490, + "n_ref": 321972 + }, + "8": { + "Dice": 0.8479210284906662, + "FN": 48221, + "FP": 21075, + "IoU": 0.7359921059749998, + "TN": 193743058, + "TP": 193181, + "n_pred": 214256, + "n_ref": 241402 + }, + "9": { + "Dice": 0.7461170957895188, + "FN": 37432, + "FP": 4071, + "IoU": 0.595045273593006, + "TN": 193903047, + "TP": 60985, + "n_pred": 65056, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9593810610138501, + "FN": 2168, + "FP": 7340, + "IoU": 0.9219331160247305, + "TN": 99534007, + "TP": 112285, + "n_pred": 119625, + "n_ref": 114453 + }, + "10": { + "Dice": 0.7728471657736269, + "FN": 25097, + "FP": 2289, + "IoU": 0.6297888447292291, + "TN": 99581826, + "TP": 46588, + "n_pred": 48877, + "n_ref": 71685 + }, + "11": { + "Dice": 0.30644036270634734, + "FN": 2983, + "FP": 0, + "IoU": 0.18094453596924767, + "TN": 99652158, + "TP": 659, + "n_pred": 659, + "n_ref": 3642 + }, + "12": { + "Dice": 0.544259901441869, + "FN": 2077, + "FP": 420, + "IoU": 0.37387161484453363, + "TN": 99651812, + "TP": 1491, + "n_pred": 1911, + "n_ref": 3568 + }, + "13": { + "Dice": 0.5729048232648627, + "FN": 22756, + "FP": 11052, + "IoU": 0.40144822335924085, + "TN": 99599317, + "TP": 22675, + "n_pred": 33727, + "n_ref": 45431 + }, + "14": { + "Dice": 0.14816083237522118, + "FN": 45055, + "FP": 59412, + "IoU": 0.08000739749189799, + "TN": 99542248, + "TP": 9085, + "n_pred": 68497, + "n_ref": 54140 + }, + "15": { + "Dice": 0.6955353834753613, + "FN": 15420, + "FP": 4302, + "IoU": 0.5331960519775616, + "TN": 99613551, + "TP": 22527, + "n_pred": 26829, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9465807035403235, + "FN": 10143, + "FP": 1664, + "IoU": 0.8985792330951072, + "TN": 99539384, + "TP": 104609, + "n_pred": 106273, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9573294677578978, + "FN": 7246, + "FP": 3145, + "IoU": 0.9181514564330387, + "TN": 99528846, + "TP": 116563, + "n_pred": 119708, + "n_ref": 123809 + }, + "4": { + "Dice": 0.7928187816479976, + "FN": 5989, + "FP": 762, + "IoU": 0.6567520846044336, + "TN": 99636132, + "TP": 12917, + "n_pred": 13679, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8070469798657718, + "FN": 1194, + "FP": 1566, + "IoU": 0.6765119549929677, + "TN": 99647268, + "TP": 5772, + "n_pred": 7338, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9690910296848746, + "FN": 39129, + "FP": 44753, + "IoU": 0.9400355003106099, + "TN": 98256939, + "TP": 1314979, + "n_pred": 1359732, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8391492105508751, + "FN": 18611, + "FP": 38266, + "IoU": 0.7228743075146536, + "TN": 99450561, + "TP": 148362, + "n_pred": 186628, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9338080862811879, + "FN": 10443, + "FP": 2384, + "IoU": 0.8758348982634117, + "TN": 99552494, + "TP": 90479, + "n_pred": 92863, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9254442024652619, + "FN": 11183, + "FP": 2408, + "IoU": 0.861234199832554, + "TN": 99557858, + "TP": 84351, + "n_pred": 86759, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.891748334156507, + "FN": 86719, + "FP": 732, + "IoU": 0.8046442533229086, + "TN": 62635870, + "TP": 360199, + "n_pred": 360931, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8635133943011732, + "FN": 12114, + "FP": 6452, + "IoU": 0.7598095657011268, + "TN": 63006223, + "TP": 58731, + "n_pred": 65183, + "n_ref": 70845 + }, + "11": { + "Dice": 0.4282864109953447, + "FN": 2579, + "FP": 0, + "IoU": 0.2724964739069111, + "TN": 63079975, + "TP": 966, + "n_pred": 966, + "n_ref": 3545 + }, + "12": { + "Dice": 0.7602560372417806, + "FN": 889, + "FP": 759, + "IoU": 0.6132363295001173, + "TN": 63079259, + "TP": 2613, + "n_pred": 3372, + "n_ref": 3502 + }, + "13": { + "Dice": 0.5348083313072373, + "FN": 25858, + "FP": 8582, + "IoU": 0.3650091266109851, + "TN": 63029283, + "TP": 19797, + "n_pred": 28379, + "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": 0.9737531035852617, + "FN": 1413, + "FP": 5194, + "IoU": 0.948848768251707, + "TN": 62954354, + "TP": 122559, + "n_pred": 127753, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9830970662365943, + "FN": 1408, + "FP": 2931, + "IoU": 0.966756052712228, + "TN": 62953000, + "TP": 126181, + "n_pred": 129112, + "n_ref": 127589 + }, + "4": { + "Dice": 0.19786441519741743, + "FN": 16037, + "FP": 114, + "IoU": 0.10979441106762938, + "TN": 63065377, + "TP": 1992, + "n_pred": 2106, + "n_ref": 18029 + }, + "5": { + "Dice": 0.4592627748773928, + "FN": 11148, + "FP": 2524, + "IoU": 0.2980798849984598, + "TN": 63064042, + "TP": 5806, + "n_pred": 8330, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8819410862423254, + "FN": 174925, + "FP": 80684, + "IoU": 0.7888145028764336, + "TN": 61873167, + "TP": 954744, + "n_pred": 1035428, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.7427423531958859, + "FN": 21147, + "FP": 72724, + "IoU": 0.5907638383301145, + "TN": 62854139, + "TP": 135510, + "n_pred": 208234, + "n_ref": 156657 + }, + "8": { + "Dice": 0.8451080408064905, + "FN": 27792, + "FP": 3060, + "IoU": 0.7317637239388618, + "TN": 62968502, + "TP": 84166, + "n_pred": 87226, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8740896850485892, + "FN": 5561, + "FP": 5193, + "IoU": 0.7763404184518115, + "TN": 63035438, + "TP": 37328, + "n_pred": 42521, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9487124646416241, + "FN": 17513, + "FP": 14380, + "IoU": 0.9024291002539235, + "TN": 109281948, + "TP": 294977, + "n_pred": 309357, + "n_ref": 312490 + }, + "10": { + "Dice": 0.5829132808022155, + "FN": 33518, + "FP": 44345, + "IoU": 0.4113462309012421, + "TN": 109476545, + "TP": 54410, + "n_pred": 98755, + "n_ref": 87928 + }, + "11": { + "Dice": 0.467280163599182, + "FN": 3095, + "FP": 31, + "IoU": 0.304869913275517, + "TN": 109604321, + "TP": 1371, + "n_pred": 1402, + "n_ref": 4466 + }, + "12": { + "Dice": 0.5134456794550017, + "FN": 2649, + "FP": 65, + "IoU": 0.34539315002411963, + "TN": 109604672, + "TP": 1432, + "n_pred": 1497, + "n_ref": 4081 + }, + "13": { + "Dice": 0.3973197113535304, + "FN": 54956, + "FP": 23384, + "IoU": 0.24790952641532982, + "TN": 109504655, + "TP": 25823, + "n_pred": 49207, + "n_ref": 80779 + }, + "14": { + "Dice": 0.5335551432166699, + "FN": 34374, + "FP": 74977, + "IoU": 0.36384262302711573, + "TN": 109436925, + "TP": 62542, + "n_pred": 137519, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8030232756254319, + "FN": 18704, + "FP": 22916, + "IoU": 0.6708762662406984, + "TN": 109482361, + "TP": 84837, + "n_pred": 107753, + "n_ref": 103541 + }, + "2": { + "Dice": 0.6506228977201943, + "FN": 109610, + "FP": 2568, + "IoU": 0.48216536105507574, + "TN": 109392189, + "TP": 104451, + "n_pred": 107019, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8100664497795059, + "FN": 17356, + "FP": 89716, + "IoU": 0.6807661231414149, + "TN": 109273415, + "TP": 228331, + "n_pred": 318047, + "n_ref": 245687 + }, + "4": { + "Dice": 0.7191255064467351, + "FN": 19140, + "FP": 5193, + "IoU": 0.5614332318007318, + "TN": 109553335, + "TP": 31150, + "n_pred": 36343, + "n_ref": 50290 + }, + "5": { + "Dice": 0.5077040005527534, + "FN": 6878, + "FP": 247, + "IoU": 0.3402166867302528, + "TN": 109598019, + "TP": 3674, + "n_pred": 3921, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8735025738832621, + "FN": 42050, + "FP": 307947, + "IoU": 0.7754146202485347, + "TN": 108050404, + "TP": 1208417, + "n_pred": 1516364, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.7353078334359411, + "FN": 478959, + "FP": 38691, + "IoU": 0.5814124993227721, + "TN": 108372159, + "TP": 719009, + "n_pred": 757700, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.938792768109324, + "FN": 6156, + "FP": 4701, + "IoU": 0.8846460332132725, + "TN": 109514699, + "TP": 83262, + "n_pred": 87963, + "n_ref": 89418 + }, + "9": { + "Dice": 0.6005690956328096, + "FN": 18793, + "FP": 29636, + "IoU": 0.42915237455355565, + "TN": 109523981, + "TP": 36408, + "n_pred": 66044, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9232514240296728, + "FN": 3019, + "FP": 6251, + "IoU": 0.8574438310240362, + "TN": 67002325, + "TP": 55757, + "n_pred": 62008, + "n_ref": 58776 + }, + "10": { + "Dice": 0.5169255139639795, + "FN": 48774, + "FP": 7338, + "IoU": 0.3485499338240416, + "TN": 66981218, + "TP": 30022, + "n_pred": 37360, + "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": 0.6005139355603875, + "FN": 1792, + "FP": 229, + "IoU": 0.42909604519774014, + "TN": 67063812, + "TP": 1519, + "n_pred": 1748, + "n_ref": 3311 + }, + "13": { + "Dice": 0.3167504582826651, + "FN": 29485, + "FP": 8160, + "IoU": 0.18817795605011753, + "TN": 67020981, + "TP": 8726, + "n_pred": 16886, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7795579927983879, + "FN": 16481, + "FP": 16884, + "IoU": 0.6387505413598961, + "TN": 66974992, + "TP": 58995, + "n_pred": 75879, + "n_ref": 75476 + }, + "15": { + "Dice": 0.27127367759568294, + "FN": 17764, + "FP": 55293, + "IoU": 0.1569211239974612, + "TN": 66980697, + "TP": 13598, + "n_pred": 68891, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9673701924882149, + "FN": 4341, + "FP": 5218, + "IoU": 0.9368025070079865, + "TN": 66916096, + "TP": 141697, + "n_pred": 146915, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9636561452886275, + "FN": 4926, + "FP": 6799, + "IoU": 0.92986139774719, + "TN": 66900183, + "TP": 155444, + "n_pred": 162243, + "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": 0.6705375782881002, + "FN": 3782, + "FP": 1268, + "IoU": 0.5043674550986358, + "TN": 67057163, + "TP": 5139, + "n_pred": 6407, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9537127153659151, + "FN": 63199, + "FP": 35486, + "IoU": 0.9115208885477896, + "TN": 65952004, + "TP": 1016663, + "n_pred": 1052149, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.5887980678103218, + "FN": 200951, + "FP": 9482, + "IoU": 0.41723161964263955, + "TN": 66706260, + "TP": 150659, + "n_pred": 160141, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8489407946213812, + "FN": 12478, + "FP": 13585, + "IoU": 0.7375300859021743, + "TN": 66968053, + "TP": 73236, + "n_pred": 86821, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8429820737754046, + "FN": 15459, + "FP": 7595, + "IoU": 0.7285816880349427, + "TN": 66982413, + "TP": 61885, + "n_pred": 69480, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5591940143012738, + "FN": 109366, + "FP": 2336, + "IoU": 0.3881119455719709, + "TN": 74336727, + "TP": 70851, + "n_pred": 73187, + "n_ref": 180217 + }, + "10": { + "Dice": 0.6680790234170121, + "FN": 23668, + "FP": 8607, + "IoU": 0.5015905862005066, + "TN": 74454524, + "TP": 32481, + "n_pred": 41088, + "n_ref": 56149 + }, + "11": { + "Dice": 0.2984174830444612, + "FN": 2793, + "FP": 0, + "IoU": 0.1753764393268379, + "TN": 74515893, + "TP": 594, + "n_pred": 594, + "n_ref": 3387 + }, + "12": { + "Dice": 0.19878603945371776, + "FN": 1939, + "FP": 173, + "IoU": 0.11036225779275484, + "TN": 74516906, + "TP": 262, + "n_pred": 435, + "n_ref": 2201 + }, + "13": { + "Dice": 0.3647132921485333, + "FN": 29282, + "FP": 18125, + "IoU": 0.2230271244775875, + "TN": 74458265, + "TP": 13608, + "n_pred": 31733, + "n_ref": 42890 + }, + "14": { + "Dice": 0.32249461768178345, + "FN": 20316, + "FP": 28461, + "IoU": 0.19224654721293014, + "TN": 74458894, + "TP": 11609, + "n_pred": 40070, + "n_ref": 31925 + }, + "15": { + "Dice": 0.6327627757523326, + "FN": 9879, + "FP": 13893, + "IoU": 0.46280394106481065, + "TN": 74475028, + "TP": 20480, + "n_pred": 34373, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9439487609816245, + "FN": 3108, + "FP": 13257, + "IoU": 0.8938475010540654, + "TN": 74365115, + "TP": 137800, + "n_pred": 151057, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9020397947691152, + "FN": 11477, + "FP": 19835, + "IoU": 0.8215596434840092, + "TN": 74343804, + "TP": 144164, + "n_pred": 163999, + "n_ref": 155641 + }, + "4": { + "Dice": 0.3101896887159533, + "FN": 10727, + "FP": 619, + "IoU": 0.1835647981578758, + "TN": 74505383, + "TP": 2551, + "n_pred": 3170, + "n_ref": 13278 + }, + "5": { + "Dice": 0.4927835051546392, + "FN": 5852, + "FP": 3004, + "IoU": 0.32694938440492477, + "TN": 74506122, + "TP": 4302, + "n_pred": 7306, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9418079789815491, + "FN": 83521, + "FP": 104612, + "IoU": 0.8900161409978422, + "TN": 72808729, + "TP": 1522418, + "n_pred": 1627030, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.6608400570386816, + "FN": 75663, + "FP": 18286, + "IoU": 0.4934735843258194, + "TN": 74333803, + "TP": 91528, + "n_pred": 109814, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9582300151234828, + "FN": 1969, + "FP": 3472, + "IoU": 0.919809582762229, + "TN": 74451429, + "TP": 62410, + "n_pred": 65882, + "n_ref": 64379 + }, + "9": { + "Dice": 0.8677533187699547, + "FN": 17980, + "FP": 4843, + "IoU": 0.7663995250816266, + "TN": 74421579, + "TP": 74878, + "n_pred": 79721, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9454400943966023, + "FN": 12902, + "FP": 18263, + "IoU": 0.8965257349279183, + "TN": 65749994, + "TP": 270021, + "n_pred": 288284, + "n_ref": 282923 + }, + "10": { + "Dice": 0.5465622625301484, + "FN": 42176, + "FP": 26445, + "IoU": 0.3760479368600993, + "TN": 65941202, + "TP": 41357, + "n_pred": 67802, + "n_ref": 83533 + }, + "11": { + "Dice": 0.376890756302521, + "FN": 2740, + "FP": 226, + "IoU": 0.2322029510742946, + "TN": 66047317, + "TP": 897, + "n_pred": 1123, + "n_ref": 3637 + }, + "12": { + "Dice": 0.45686900958466453, + "FN": 2025, + "FP": 355, + "IoU": 0.29606625258799174, + "TN": 66047799, + "TP": 1001, + "n_pred": 1356, + "n_ref": 3026 + }, + "13": { + "Dice": 0.6707773296126147, + "FN": 20103, + "FP": 6914, + "IoU": 0.5046387972130546, + "TN": 65996640, + "TP": 27523, + "n_pred": 34437, + "n_ref": 47626 + }, + "14": { + "Dice": 0.7083383112105988, + "FN": 2343, + "FP": 44042, + "IoU": 0.5483930640340372, + "TN": 65948469, + "TP": 56326, + "n_pred": 100368, + "n_ref": 58669 + }, + "15": { + "Dice": 0.837608930794506, + "FN": 4075, + "FP": 3882, + "IoU": 0.7205913336610718, + "TN": 66022702, + "TP": 20521, + "n_pred": 24403, + "n_ref": 24596 + }, + "2": { + "Dice": 0.6674631292741204, + "FN": 71040, + "FP": 1608, + "IoU": 0.5008965559883757, + "TN": 65905623, + "TP": 72909, + "n_pred": 74517, + "n_ref": 143949 + }, + "3": { + "Dice": 0.7842254565074624, + "FN": 12933, + "FP": 66250, + "IoU": 0.6450418465372943, + "TN": 65828103, + "TP": 143894, + "n_pred": 210144, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8651564185544768, + "FN": 5869, + "FP": 1506, + "IoU": 0.7623574144486692, + "TN": 66020146, + "TP": 23659, + "n_pred": 25165, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8335634977628017, + "FN": 2434, + "FP": 579, + "IoU": 0.7146239818147376, + "TN": 66040622, + "TP": 7545, + "n_pred": 8124, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8797264802123026, + "FN": 34779, + "FP": 235564, + "IoU": 0.7852782955889372, + "TN": 64792141, + "TP": 988696, + "n_pred": 1224260, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.6494479141636424, + "FN": 502197, + "FP": 9866, + "IoU": 0.4808758736331582, + "TN": 65064782, + "TP": 474335, + "n_pred": 484201, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9340110258191003, + "FN": 5312, + "FP": 5425, + "IoU": 0.8761920136526642, + "TN": 65964457, + "TP": 75986, + "n_pred": 81411, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8577842313880931, + "FN": 15442, + "FP": 2677, + "IoU": 0.7509826557818642, + "TN": 65978418, + "TP": 54643, + "n_pred": 57320, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9815245887188662, + "FN": 3326, + "FP": 2333, + "IoU": 0.9637194750575397, + "TN": 113316561, + "TP": 150320, + "n_pred": 152653, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8314246320943189, + "FN": 6696, + "FP": 23259, + "IoU": 0.7114856730074645, + "TN": 113368715, + "TP": 73870, + "n_pred": 97129, + "n_ref": 80566 + }, + "11": { + "Dice": 0.4193785172498165, + "FN": 2373, + "FP": 0, + "IoU": 0.2653250773993808, + "TN": 113469310, + "TP": 857, + "n_pred": 857, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8006487363157183, + "FN": 1121, + "FP": 354, + "IoU": 0.6675681766959658, + "TN": 113468103, + "TP": 2962, + "n_pred": 3316, + "n_ref": 4083 + }, + "13": { + "Dice": 0.4748320020286548, + "FN": 46916, + "FP": 19356, + "IoU": 0.31133095020367446, + "TN": 113376308, + "TP": 29960, + "n_pred": 49316, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9396563228586905, + "FN": 24195, + "FP": 6553, + "IoU": 0.8861809082428891, + "TN": 113202392, + "TP": 239400, + "n_pred": 245953, + "n_ref": 263595 + }, + "15": { + "Dice": 0.777946176217589, + "FN": 2891, + "FP": 7951, + "IoU": 0.6365891264999665, + "TN": 113442706, + "TP": 18992, + "n_pred": 26943, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9671809345116558, + "FN": 4404, + "FP": 3922, + "IoU": 0.9364475994198916, + "TN": 113341530, + "TP": 122684, + "n_pred": 126606, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9486788884803278, + "FN": 2910, + "FP": 9791, + "IoU": 0.9023683421604877, + "TN": 113342449, + "TP": 117390, + "n_pred": 127181, + "n_ref": 120300 + }, + "4": { + "Dice": 0.697230445035372, + "FN": 3299, + "FP": 20839, + "IoU": 0.5351909264215979, + "TN": 113420609, + "TP": 27793, + "n_pred": 48632, + "n_ref": 31092 + }, + "5": { + "Dice": 0.5108410048959376, + "FN": 19314, + "FP": 6563, + "IoU": 0.3430399350072355, + "TN": 113433151, + "TP": 13512, + "n_pred": 20075, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9559357646968261, + "FN": 50827, + "FP": 49919, + "IoU": 0.9155909496499922, + "TN": 112278995, + "TP": 1092799, + "n_pred": 1142718, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.8754218163780033, + "FN": 30074, + "FP": 23419, + "IoU": 0.7784446018314882, + "TN": 113231097, + "TP": 187950, + "n_pred": 211369, + "n_ref": 218024 + }, + "8": { + "Dice": 0.8186652528757792, + "FN": 61703, + "FP": 6019, + "IoU": 0.6930002311950062, + "TN": 113251947, + "TP": 152871, + "n_pred": 158890, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8455055163682402, + "FN": 24430, + "FP": 5467, + "IoU": 0.732359944855245, + "TN": 113360834, + "TP": 81809, + "n_pred": 87276, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8062241834077072, + "FN": 5688, + "FP": 52717, + "IoU": 0.6753564381201189, + "TN": 75016823, + "TP": 121500, + "n_pred": 174217, + "n_ref": 127188 + }, + "10": { + "Dice": 0.7783800403111015, + "FN": 31700, + "FP": 7224, + "IoU": 0.637170368851313, + "TN": 75089449, + "TP": 68355, + "n_pred": 75579, + "n_ref": 100055 + }, + "11": { + "Dice": 0.4248452696728559, + "FN": 2583, + "FP": 19, + "IoU": 0.26971653101319115, + "TN": 75193165, + "TP": 961, + "n_pred": 980, + "n_ref": 3544 + }, + "12": { + "Dice": 0.5563540090771558, + "FN": 1635, + "FP": 711, + "IoU": 0.38538118941577154, + "TN": 75192911, + "TP": 1471, + "n_pred": 2182, + "n_ref": 3106 + }, + "13": { + "Dice": 0.5800589069488382, + "FN": 28673, + "FP": 9823, + "IoU": 0.4085091344898053, + "TN": 75131645, + "TP": 26587, + "n_pred": 36410, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9428704811367549, + "FN": 3796, + "FP": 11868, + "IoU": 0.8919157627446109, + "TN": 75051804, + "TP": 129260, + "n_pred": 141128, + "n_ref": 133056 + }, + "15": { + "Dice": 0.580195567701439, + "FN": 39843, + "FP": 9314, + "IoU": 0.40864470803358754, + "TN": 75113602, + "TP": 33969, + "n_pred": 43283, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9314311365485509, + "FN": 13516, + "FP": 6036, + "IoU": 0.8716622469609053, + "TN": 75044380, + "TP": 132796, + "n_pred": 138832, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9275559838919554, + "FN": 4593, + "FP": 17732, + "IoU": 0.8648992114834158, + "TN": 75031481, + "TP": 142922, + "n_pred": 160654, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9066944016640999, + "FN": 2297, + "FP": 2368, + "IoU": 0.8293146975961363, + "TN": 75169397, + "TP": 22666, + "n_pred": 25034, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8110503767173881, + "FN": 2211, + "FP": 347, + "IoU": 0.6821570576540755, + "TN": 75188680, + "TP": 5490, + "n_pred": 5837, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9296639249825065, + "FN": 25599, + "FP": 160660, + "IoU": 0.868571980970848, + "TN": 73779534, + "TP": 1230935, + "n_pred": 1391595, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.8592314856685943, + "FN": 8358, + "FP": 38647, + "IoU": 0.753204068024425, + "TN": 75006267, + "TP": 143456, + "n_pred": 182103, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8982335702203855, + "FN": 12252, + "FP": 4173, + "IoU": 0.8152667806370344, + "TN": 75107816, + "TP": 72487, + "n_pred": 76660, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8429596502352902, + "FN": 14089, + "FP": 9438, + "IoU": 0.7285481879752166, + "TN": 75110057, + "TP": 63144, + "n_pred": 72582, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9730854184440263, + "FN": 7689, + "FP": 3826, + "IoU": 0.9475816547171959, + "TN": 86708197, + "TP": 208160, + "n_pred": 211986, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7094475647581524, + "FN": 18050, + "FP": 23542, + "IoU": 0.5497239363429685, + "TN": 86835502, + "TP": 50778, + "n_pred": 74320, + "n_ref": 68828 + }, + "11": { + "Dice": 0.20761245674740483, + "FN": 2290, + "FP": 0, + "IoU": 0.11583011583011583, + "TN": 86925282, + "TP": 300, + "n_pred": 300, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6032867997879484, + "FN": 1501, + "FP": 2989, + "IoU": 0.4319331983805668, + "TN": 86919968, + "TP": 3414, + "n_pred": 6403, + "n_ref": 4915 + }, + "13": { + "Dice": 0.5933756166314306, + "FN": 22523, + "FP": 22483, + "IoU": 0.4218436873747495, + "TN": 86850028, + "TP": 32838, + "n_pred": 55321, + "n_ref": 55361 + }, + "14": { + "Dice": 0.801687419518363, + "FN": 14484, + "FP": 19551, + "IoU": 0.6690136051113985, + "TN": 86825043, + "TP": 68794, + "n_pred": 88345, + "n_ref": 83278 + }, + "15": { + "Dice": 0.7439617777875558, + "FN": 61206, + "FP": 8621, + "IoU": 0.5923082312551817, + "TN": 86756598, + "TP": 101447, + "n_pred": 110068, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9046101732610806, + "FN": 18466, + "FP": 3837, + "IoU": 0.8258340101205722, + "TN": 86799816, + "TP": 105753, + "n_pred": 109590, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9139811293928312, + "FN": 19285, + "FP": 9150, + "IoU": 0.8415886262472075, + "TN": 86748371, + "TP": 151066, + "n_pred": 160216, + "n_ref": 170351 + }, + "4": { + "Dice": 0.7183700295760762, + "FN": 4499, + "FP": 4928, + "IoU": 0.5605128205128205, + "TN": 86906422, + "TP": 12023, + "n_pred": 16951, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8561333574922994, + "FN": 748, + "FP": 840, + "IoU": 0.7484555678758118, + "TN": 86921559, + "TP": 4725, + "n_pred": 5565, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8893121421553812, + "FN": 23831, + "FP": 262559, + "IoU": 0.800685931582222, + "TN": 85490994, + "TP": 1150488, + "n_pred": 1413047, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.6978961185074067, + "FN": 464925, + "FP": 18411, + "IoU": 0.5359757607875439, + "TN": 85886254, + "TP": 558282, + "n_pred": 576693, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9425088404987902, + "FN": 3747, + "FP": 2431, + "IoU": 0.8912687657297735, + "TN": 86871053, + "TP": 50641, + "n_pred": 53072, + "n_ref": 54388 + }, + "9": { + "Dice": 0.799369143705353, + "FN": 7678, + "FP": 13948, + "IoU": 0.6657909377511282, + "TN": 86863164, + "TP": 43082, + "n_pred": 57030, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.676658976969572, + "FN": 9707, + "FP": 65560, + "IoU": 0.5113262304980425, + "TN": 37595577, + "TP": 78756, + "n_pred": 144316, + "n_ref": 88463 + }, + "10": { + "Dice": 0.6304619348747553, + "FN": 27191, + "FP": 10384, + "IoU": 0.4603464123628425, + "TN": 37679972, + "TP": 32053, + "n_pred": 42437, + "n_ref": 59244 + }, + "11": { + "Dice": 0.6420323325635104, + "FN": 1337, + "FP": 58, + "IoU": 0.47278911564625853, + "TN": 37746954, + "TP": 1251, + "n_pred": 1309, + "n_ref": 2588 + }, + "12": { + "Dice": 0.49754135002235134, + "FN": 1804, + "FP": 444, + "IoU": 0.33115144302290983, + "TN": 37746239, + "TP": 1113, + "n_pred": 1557, + "n_ref": 2917 + }, + "13": { + "Dice": 0.5067100447336316, + "FN": 29310, + "FP": 1015, + "IoU": 0.3393246187363834, + "TN": 37703700, + "TP": 15575, + "n_pred": 16590, + "n_ref": 44885 + }, + "14": { + "Dice": 0.2728133540657886, + "FN": 14128, + "FP": 445118, + "IoU": 0.15795244521371785, + "TN": 37204208, + "TP": 86146, + "n_pred": 531264, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 20624, + "IoU": 0.0, + "TN": 37728976, + "TP": 0, + "n_pred": 20624, + "n_ref": 0 + }, + "2": { + "Dice": 0.5346613143841392, + "FN": 63138, + "FP": 1431, + "IoU": 0.3648721757178128, + "TN": 37647937, + "TP": 37094, + "n_pred": 38525, + "n_ref": 100232 + }, + "3": { + "Dice": 0.8393836033621634, + "FN": 6013, + "FP": 25631, + "IoU": 0.7232222513775912, + "TN": 37635270, + "TP": 82686, + "n_pred": 108317, + "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": 0.7863284841274133, + "FN": 2779, + "FP": 1172, + "IoU": 0.6478923447108101, + "TN": 37738379, + "TP": 7270, + "n_pred": 8442, + "n_ref": 10049 + }, + "6": { + "Dice": 0.8730628256853958, + "FN": 156203, + "FP": 14290, + "IoU": 0.7747218261891013, + "TN": 36992789, + "TP": 586318, + "n_pred": 600608, + "n_ref": 742521 + }, + "7": { + "Dice": 0.8096384951870299, + "FN": 80889, + "FP": 43442, + "IoU": 0.6801618600008746, + "TN": 37360869, + "TP": 264400, + "n_pred": 307842, + "n_ref": 345289 + }, + "8": { + "Dice": 0.925107690757488, + "FN": 4638, + "FP": 7254, + "IoU": 0.8606515116006562, + "TN": 37664260, + "TP": 73448, + "n_pred": 80702, + "n_ref": 78086 + }, + "9": { + "Dice": 0.890754536938956, + "FN": 3896, + "FP": 8583, + "IoU": 0.8030274331533921, + "TN": 37686246, + "TP": 50875, + "n_pred": 59458, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9384836263752698, + "FN": 9768, + "FP": 14912, + "IoU": 0.8840971742815951, + "TN": 75693751, + "TP": 188257, + "n_pred": 203169, + "n_ref": 198025 + }, + "10": { + "Dice": 0.8960179131708801, + "FN": 16872, + "FP": 5697, + "IoU": 0.8116235977564102, + "TN": 75786880, + "TP": 97239, + "n_pred": 102936, + "n_ref": 114111 + }, + "11": { + "Dice": 0.5589695841092489, + "FN": 2541, + "FP": 301, + "IoU": 0.3878957570536291, + "TN": 75902045, + "TP": 1801, + "n_pred": 2102, + "n_ref": 4342 + }, + "12": { + "Dice": 0.6953696181965882, + "FN": 2016, + "FP": 234, + "IoU": 0.5330012453300125, + "TN": 75901870, + "TP": 2568, + "n_pred": 2802, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7186111504629927, + "FN": 13602, + "FP": 8247, + "IoU": 0.5608064645814907, + "TN": 75856940, + "TP": 27899, + "n_pred": 36146, + "n_ref": 41501 + }, + "14": { + "Dice": 0.904746732240519, + "FN": 2999, + "FP": 22412, + "IoU": 0.8260616597760315, + "TN": 75760596, + "TP": 120681, + "n_pred": 143093, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7349114450046874, + "FN": 71250, + "FP": 12448, + "IoU": 0.5809169975515355, + "TN": 75706971, + "TP": 116019, + "n_pred": 128467, + "n_ref": 187269 + }, + "2": { + "Dice": 0.834876438452389, + "FN": 51277, + "FP": 4670, + "IoU": 0.716556137053343, + "TN": 75709305, + "TP": 141436, + "n_pred": 146106, + "n_ref": 192713 + }, + "3": { + "Dice": 0.8646643546011687, + "FN": 23732, + "FP": 47485, + "IoU": 0.761593594022516, + "TN": 75607967, + "TP": 227504, + "n_pred": 274989, + "n_ref": 251236 + }, + "4": { + "Dice": 0.8628583720001229, + "FN": 2097, + "FP": 6829, + "IoU": 0.7587958709398476, + "TN": 75869682, + "TP": 28080, + "n_pred": 34909, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8496724644228597, + "FN": 2106, + "FP": 556, + "IoU": 0.7386352479135985, + "TN": 75896503, + "TP": 7523, + "n_pred": 8079, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9727526191406337, + "FN": 69764, + "FP": 21953, + "IoU": 0.9469506929546573, + "TN": 74177787, + "TP": 1637184, + "n_pred": 1659137, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8759487252618402, + "FN": 52606, + "FP": 10026, + "IoU": 0.7792782633211164, + "TN": 75622928, + "TP": 221128, + "n_pred": 231154, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9544204603693315, + "FN": 5151, + "FP": 3120, + "IoU": 0.9128147828011848, + "TN": 75811821, + "TP": 86596, + "n_pred": 89716, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8321348423897562, + "FN": 17861, + "FP": 6300, + "IoU": 0.7125264735977916, + "TN": 75822642, + "TP": 59885, + "n_pred": 66185, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9701529706616365, + "FN": 3500, + "FP": 2133, + "IoU": 0.9420359946903202, + "TN": 61290569, + "TP": 91548, + "n_pred": 93681, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8086152517778551, + "FN": 10625, + "FP": 21293, + "IoU": 0.6787188210899281, + "TN": 61288404, + "TP": 67428, + "n_pred": 88721, + "n_ref": 78053 + }, + "11": { + "Dice": 0.7321729365524986, + "FN": 1386, + "FP": 45, + "IoU": 0.5775022143489814, + "TN": 61384363, + "TP": 1956, + "n_pred": 2001, + "n_ref": 3342 + }, + "12": { + "Dice": 0.7866746340005976, + "FN": 736, + "FP": 692, + "IoU": 0.6483624722974637, + "TN": 61383689, + "TP": 2633, + "n_pred": 3325, + "n_ref": 3369 + }, + "13": { + "Dice": 0.49167946114605515, + "FN": 19600, + "FP": 21454, + "IoU": 0.3259780984747738, + "TN": 61326841, + "TP": 19855, + "n_pred": 41309, + "n_ref": 39455 + }, + "14": { + "Dice": 0.7295884399622539, + "FN": 3448, + "FP": 43261, + "IoU": 0.5742929794661004, + "TN": 61278029, + "TP": 63012, + "n_pred": 106273, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8993961600115706, + "FN": 5420, + "FP": 2927, + "IoU": 0.8171842831486268, + "TN": 61342092, + "TP": 37311, + "n_pred": 40238, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9690661669701618, + "FN": 4911, + "FP": 3277, + "IoU": 0.9399887130701182, + "TN": 61251309, + "TP": 128253, + "n_pred": 131530, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9456753963413521, + "FN": 4149, + "FP": 10726, + "IoU": 0.8969489975475593, + "TN": 61243404, + "TP": 129471, + "n_pred": 140197, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7379618556052118, + "FN": 7252, + "FP": 1074, + "IoU": 0.5847381546134663, + "TN": 61367700, + "TP": 11724, + "n_pred": 12798, + "n_ref": 18976 + }, + "5": { + "Dice": 0.38748948384223286, + "FN": 19865, + "FP": 4889, + "IoU": 0.24030198870611344, + "TN": 61355166, + "TP": 7830, + "n_pred": 12719, + "n_ref": 27695 + }, + "6": { + "Dice": 0.967074927331161, + "FN": 43667, + "FP": 21090, + "IoU": 0.936248865401692, + "TN": 60371972, + "TP": 951021, + "n_pred": 972111, + "n_ref": 994688 + }, + "7": { + "Dice": 0.7726529769774461, + "FN": 41630, + "FP": 39878, + "IoU": 0.6295309822601391, + "TN": 61167737, + "TP": 138505, + "n_pred": 178383, + "n_ref": 180135 + }, + "8": { + "Dice": 0.7587953230187788, + "FN": 85695, + "FP": 16419, + "IoU": 0.6113377890778435, + "TN": 61125018, + "TP": 160618, + "n_pred": 177037, + "n_ref": 246313 + }, + "9": { + "Dice": 0.877461806573504, + "FN": 12374, + "FP": 6435, + "IoU": 0.7816765716408208, + "TN": 61301598, + "TP": 67343, + "n_pred": 73778, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9748947701007851, + "FN": 3468, + "FP": 5908, + "IoU": 0.9510192140924241, + "TN": 39557378, + "TP": 182046, + "n_pred": 187954, + "n_ref": 185514 + }, + "10": { + "Dice": 0.5378691859536261, + "FN": 26582, + "FP": 16807, + "IoU": 0.3678666647241364, + "TN": 39680161, + "TP": 25250, + "n_pred": 42057, + "n_ref": 51832 + }, + "11": { + "Dice": 0.6169790518191841, + "FN": 1632, + "FP": 105, + "IoU": 0.446109693877551, + "TN": 39745664, + "TP": 1399, + "n_pred": 1504, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8517031087312211, + "FN": 597, + "FP": 400, + "IoU": 0.7417098445595854, + "TN": 39744940, + "TP": 2863, + "n_pred": 3263, + "n_ref": 3460 + }, + "13": { + "Dice": 0.6782977912657694, + "FN": 18890, + "FP": 4749, + "IoU": 0.5132001647446458, + "TN": 39700240, + "TP": 24921, + "n_pred": 29670, + "n_ref": 43811 + }, + "14": { + "Dice": 0.17294327402394208, + "FN": 23827, + "FP": 67093, + "IoU": 0.09465676219305758, + "TN": 39648374, + "TP": 9506, + "n_pred": 76599, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7102510356337483, + "FN": 15968, + "FP": 13199, + "IoU": 0.5506893630131711, + "TN": 39683885, + "TP": 35748, + "n_pred": 48947, + "n_ref": 51716 + }, + "2": { + "Dice": 0.7825407087762558, + "FN": 39778, + "FP": 3611, + "IoU": 0.6427654003853184, + "TN": 39627342, + "TP": 78069, + "n_pred": 81680, + "n_ref": 117847 + }, + "3": { + "Dice": 0.8539005612060223, + "FN": 3346, + "FP": 41457, + "IoU": 0.7450492795848224, + "TN": 39573068, + "TP": 130929, + "n_pred": 172386, + "n_ref": 134275 + }, + "4": { + "Dice": 0.831850930510901, + "FN": 6050, + "FP": 1115, + "IoU": 0.7121102539376406, + "TN": 39723912, + "TP": 17723, + "n_pred": 18838, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8395500296033156, + "FN": 852, + "FP": 1316, + "IoU": 0.7234693877551021, + "TN": 39740960, + "TP": 5672, + "n_pred": 6988, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9397299628945879, + "FN": 28771, + "FP": 86570, + "IoU": 0.8863119111241657, + "TN": 38734261, + "TP": 899198, + "n_pred": 985768, + "n_ref": 927969 + }, + "7": { + "Dice": 0.7988072650177138, + "FN": 240768, + "FP": 6722, + "IoU": 0.6650117352145771, + "TN": 39009998, + "TP": 491312, + "n_pred": 498034, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9565088523553589, + "FN": 1127, + "FP": 3275, + "IoU": 0.9166429964589369, + "TN": 39695991, + "TP": 48407, + "n_pred": 51682, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8850255240457551, + "FN": 1667, + "FP": 8716, + "IoU": 0.7937630350580991, + "TN": 39698455, + "TP": 39962, + "n_pred": 48678, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8577323629591511, + "FN": 9448, + "FP": 19581, + "IoU": 0.7509031466401229, + "TN": 101280071, + "TP": 87508, + "n_pred": 107089, + "n_ref": 96956 + }, + "10": { + "Dice": 0.7352422004641046, + "FN": 26785, + "FP": 13262, + "IoU": 0.581330433964434, + "TN": 101300955, + "TP": 55606, + "n_pred": 68868, + "n_ref": 82391 + }, + "11": { + "Dice": 0.5670918367346939, + "FN": 3306, + "FP": 88, + "IoU": 0.39576286273811645, + "TN": 101390991, + "TP": 2223, + "n_pred": 2311, + "n_ref": 5529 + }, + "12": { + "Dice": 0.6894312583967757, + "FN": 2146, + "FP": 628, + "IoU": 0.5260550145224671, + "TN": 101390755, + "TP": 3079, + "n_pred": 3707, + "n_ref": 5225 + }, + "13": { + "Dice": 0.7268431457640194, + "FN": 19797, + "FP": 2863, + "IoU": 0.5708983487350402, + "TN": 101343800, + "TP": 30148, + "n_pred": 33011, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9734319724297824, + "FN": 5097, + "FP": 4208, + "IoU": 0.9482391291045731, + "TN": 101216839, + "TP": 170464, + "n_pred": 174672, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8552149216452484, + "FN": 5645, + "FP": 1543, + "IoU": 0.7470528204947743, + "TN": 101368191, + "TP": 21229, + "n_pred": 22772, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9305420984587085, + "FN": 20872, + "FP": 3143, + "IoU": 0.870106338096732, + "TN": 101211726, + "TP": 160867, + "n_pred": 164010, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9341204374445016, + "FN": 7277, + "FP": 15277, + "IoU": 0.8763846031580735, + "TN": 101214155, + "TP": 159899, + "n_pred": 175176, + "n_ref": 167176 + }, + "4": { + "Dice": 0.7902573299411937, + "FN": 672, + "FP": 4357, + "IoU": 0.6532441563814383, + "TN": 101382105, + "TP": 9474, + "n_pred": 13831, + "n_ref": 10146 + }, + "5": { + "Dice": 0.6658723742252103, + "FN": 15043, + "FP": 8514, + "IoU": 0.4991069530087178, + "TN": 101349578, + "TP": 23473, + "n_pred": 31987, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9370019119410367, + "FN": 53502, + "FP": 185450, + "IoU": 0.8814709287502145, + "TN": 99380630, + "TP": 1777026, + "n_pred": 1962476, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.7241438285475015, + "FN": 154049, + "FP": 79826, + "IoU": 0.5675748134863038, + "TN": 100855763, + "TP": 306970, + "n_pred": 386796, + "n_ref": 461019 + }, + "8": { + "Dice": 0.7228257565483345, + "FN": 101155, + "FP": 17383, + "IoU": 0.5659570416913827, + "TN": 101123506, + "TP": 154564, + "n_pred": 171947, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9240830057843155, + "FN": 5862, + "FP": 7407, + "IoU": 0.8588794588730777, + "TN": 101302582, + "TP": 80757, + "n_pred": 88164, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8361503270679804, + "FN": 55424, + "FP": 7898, + "IoU": 0.7184349890836976, + "TN": 73658611, + "TP": 161571, + "n_pred": 169469, + "n_ref": 216995 + }, + "10": { + "Dice": 0.0, + "FN": 75841, + "FP": 20578, + "IoU": 0.0, + "TN": 73787085, + "TP": 0, + "n_pred": 20578, + "n_ref": 75841 + }, + "11": { + "Dice": 0.29786680541103017, + "FN": 5114, + "FP": 284, + "IoU": 0.17499617912272658, + "TN": 73876961, + "TP": 1145, + "n_pred": 1429, + "n_ref": 6259 + }, + "12": { + "Dice": 0.2618825722273998, + "FN": 4698, + "FP": 54, + "IoU": 0.15067024128686327, + "TN": 73877909, + "TP": 843, + "n_pred": 897, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0022027644694091082, + "FN": 61139, + "FP": 29456, + "IoU": 0.0011025966150283919, + "TN": 73792809, + "TP": 100, + "n_pred": 29556, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6353202774850313, + "FN": 18855, + "FP": 75612, + "IoU": 0.4655453341932856, + "TN": 73706750, + "TP": 82287, + "n_pred": 157899, + "n_ref": 101142 + }, + "15": { + "Dice": 0.821027976052257, + "FN": 59531, + "FP": 11377, + "IoU": 0.6963930944714667, + "TN": 73649952, + "TP": 162644, + "n_pred": 174021, + "n_ref": 222175 + }, + "2": { + "Dice": 0.32927248890418176, + "FN": 153251, + "FP": 742, + "IoU": 0.19708329857345458, + "TN": 73691712, + "TP": 37799, + "n_pred": 38541, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6884709395212497, + "FN": 36276, + "FP": 100608, + "IoU": 0.5249376169140588, + "TN": 73595365, + "TP": 151255, + "n_pred": 251863, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 35796, + "IoU": 0.0, + "TN": 73799820, + "TP": 0, + "n_pred": 35796, + "n_ref": 47888 + }, + "5": { + "Dice": 0.491704819573672, + "FN": 10134, + "FP": 191, + "IoU": 0.32600039167047457, + "TN": 73868185, + "TP": 4994, + "n_pred": 5185, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6562145647666036, + "FN": 439453, + "FP": 882720, + "IoU": 0.48833284508149805, + "TN": 71299455, + "TP": 1261876, + "n_pred": 2144596, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.2904700773670943, + "FN": 125875, + "FP": 102390, + "IoU": 0.16991225103549595, + "TN": 73608515, + "TP": 46724, + "n_pred": 149114, + "n_ref": 172599 + }, + "8": { + "Dice": 0.7901526188489228, + "FN": 23584, + "FP": 6088, + "IoU": 0.6531010697375343, + "TN": 73797969, + "TP": 55863, + "n_pred": 61951, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7829869299541972, + "FN": 15477, + "FP": 25933, + "IoU": 0.6433677248221575, + "TN": 73767390, + "TP": 74704, + "n_pred": 100637, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9190447061222409, + "FN": 7053, + "FP": 24709, + "IoU": 0.8502152784000075, + "TN": 69283725, + "TP": 180289, + "n_pred": 204998, + "n_ref": 187342 + }, + "10": { + "Dice": 0.6603967415681565, + "FN": 21831, + "FP": 25111, + "IoU": 0.49297934848353925, + "TN": 69403192, + "TP": 45642, + "n_pred": 70753, + "n_ref": 67473 + }, + "11": { + "Dice": 0.6967478290481867, + "FN": 1415, + "FP": 366, + "IoU": 0.5346224196498562, + "TN": 69491949, + "TP": 2046, + "n_pred": 2412, + "n_ref": 3461 + }, + "12": { + "Dice": 0.6493715758942958, + "FN": 1137, + "FP": 1039, + "IoU": 0.48079217370555954, + "TN": 69491585, + "TP": 2015, + "n_pred": 3054, + "n_ref": 3152 + }, + "13": { + "Dice": 0.5699519037195921, + "FN": 38890, + "FP": 19855, + "IoU": 0.3985543599561803, + "TN": 69398103, + "TP": 38928, + "n_pred": 58783, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9379205967406287, + "FN": 12219, + "FP": 6157, + "IoU": 0.8830983765077103, + "TN": 69338584, + "TP": 138816, + "n_pred": 144973, + "n_ref": 151035 + }, + "15": { + "Dice": 0.825092277455539, + "FN": 25147, + "FP": 4043, + "IoU": 0.702261344974959, + "TN": 69397737, + "TP": 68849, + "n_pred": 72892, + "n_ref": 93996 + }, + "2": { + "Dice": 0.943140694494323, + "FN": 13587, + "FP": 2879, + "IoU": 0.8923994798371551, + "TN": 69342747, + "TP": 136563, + "n_pred": 139442, + "n_ref": 150150 + }, + "3": { + "Dice": 0.8786079270818947, + "FN": 32605, + "FP": 6071, + "IoU": 0.7834975369458128, + "TN": 69317136, + "TP": 139964, + "n_pred": 146035, + "n_ref": 172569 + }, + "4": { + "Dice": 0.42072485634490064, + "FN": 24013, + "FP": 12077, + "IoU": 0.26640377266444426, + "TN": 69446580, + "TP": 13106, + "n_pred": 25183, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8561468094600625, + "FN": 3744, + "FP": 1414, + "IoU": 0.7484761301019164, + "TN": 69475269, + "TP": 15349, + "n_pred": 16763, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9537832880754271, + "FN": 80716, + "FP": 51953, + "IoU": 0.9116498304838685, + "TN": 67994149, + "TP": 1368958, + "n_pred": 1420911, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8925484765777638, + "FN": 12623, + "FP": 59698, + "IoU": 0.8059481229657972, + "TN": 69123087, + "TP": 300368, + "n_pred": 360066, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8616949462820791, + "FN": 13372, + "FP": 10804, + "IoU": 0.756998261114294, + "TN": 69396287, + "TP": 75313, + "n_pred": 86117, + "n_ref": 88685 + }, + "9": { + "Dice": 0.805043634817834, + "FN": 15980, + "FP": 15206, + "IoU": 0.6737012817159299, + "TN": 69400201, + "TP": 64389, + "n_pred": 79595, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8747334098695975, + "FN": 6975, + "FP": 49000, + "IoU": 0.7773565993532503, + "TN": 50582141, + "TP": 195436, + "n_pred": 244436, + "n_ref": 202411 + }, + "10": { + "Dice": 0.7863867272701687, + "FN": 19957, + "FP": 10403, + "IoU": 0.6479714295652981, + "TN": 50747309, + "TP": 55883, + "n_pred": 66286, + "n_ref": 75840 + }, + "11": { + "Dice": 0.7807692307692308, + "FN": 2263, + "FP": 245, + "IoU": 0.6403785488958991, + "TN": 50826578, + "TP": 4466, + "n_pred": 4711, + "n_ref": 6729 + }, + "12": { + "Dice": 0.5115984816533108, + "FN": 3873, + "FP": 759, + "IoU": 0.3437234344006801, + "TN": 50826494, + "TP": 2426, + "n_pred": 3185, + "n_ref": 6299 + }, + "13": { + "Dice": 0.6118036358404669, + "FN": 18496, + "FP": 19279, + "IoU": 0.44071836783038704, + "TN": 50766010, + "TP": 29767, + "n_pred": 49046, + "n_ref": 48263 + }, + "14": { + "Dice": 0.4008464381985969, + "FN": 27911, + "FP": 40326, + "IoU": 0.25066162986064594, + "TN": 50742489, + "TP": 22826, + "n_pred": 63152, + "n_ref": 50737 + }, + "15": { + "Dice": 0.3199411022297013, + "FN": 24109, + "FP": 21153, + "IoU": 0.19043445599098535, + "TN": 50777643, + "TP": 10647, + "n_pred": 31800, + "n_ref": 34756 + }, + "2": { + "Dice": 0.93431377363123, + "FN": 21797, + "FP": 4957, + "IoU": 0.8767250157814466, + "TN": 50616525, + "TP": 190273, + "n_pred": 195230, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9361287037786036, + "FN": 6401, + "FP": 20445, + "IoU": 0.8799266481796225, + "TN": 50609972, + "TP": 196734, + "n_pred": 217179, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7883459375605972, + "FN": 1703, + "FP": 7029, + "IoU": 0.6506361526766424, + "TN": 50808558, + "TP": 16262, + "n_pred": 23291, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8563597362357989, + "FN": 2065, + "FP": 1551, + "IoU": 0.7488016672455714, + "TN": 50819157, + "TP": 10779, + "n_pred": 12330, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9598890024646886, + "FN": 33717, + "FP": 147025, + "IoU": 0.9228716980584571, + "TN": 48490158, + "TP": 2162652, + "n_pred": 2309677, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.691498686849677, + "FN": 24439, + "FP": 157516, + "IoU": 0.5284661772213569, + "TN": 50447673, + "TP": 203924, + "n_pred": 361440, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9562875776032589, + "FN": 5266, + "FP": 3662, + "IoU": 0.9162366539695644, + "TN": 50726966, + "TP": 97658, + "n_pred": 101320, + "n_ref": 102924 + }, + "9": { + "Dice": 0.8556498481802236, + "FN": 21702, + "FP": 9817, + "IoU": 0.7477168127426261, + "TN": 50708617, + "TP": 93416, + "n_pred": 103233, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9685388893285467, + "FN": 10017, + "FP": 3102, + "IoU": 0.9389970007672456, + "TN": 76669805, + "TP": 201936, + "n_pred": 205038, + "n_ref": 211953 + }, + "10": { + "Dice": 0.6780834873197631, + "FN": 18355, + "FP": 25895, + "IoU": 0.5129548506394875, + "TN": 76794006, + "TP": 46604, + "n_pred": 72499, + "n_ref": 64959 + }, + "11": { + "Dice": 0.5852731591448931, + "FN": 1642, + "FP": 104, + "IoU": 0.4137004701141706, + "TN": 76881882, + "TP": 1232, + "n_pred": 1336, + "n_ref": 2874 + }, + "12": { + "Dice": 0.564217382454712, + "FN": 1223, + "FP": 918, + "IoU": 0.3929685284944712, + "TN": 76881333, + "TP": 1386, + "n_pred": 2304, + "n_ref": 2609 + }, + "13": { + "Dice": 0.4854009564097848, + "FN": 21670, + "FP": 23096, + "IoU": 0.3204814887900545, + "TN": 76818981, + "TP": 21113, + "n_pred": 44209, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9042591099191688, + "FN": 9185, + "FP": 6130, + "IoU": 0.8252490329647759, + "TN": 76797221, + "TP": 72324, + "n_pred": 78454, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6437888389835723, + "FN": 19088, + "FP": 4070, + "IoU": 0.474696608823863, + "TN": 76840775, + "TP": 20927, + "n_pred": 24997, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9317508563709171, + "FN": 7335, + "FP": 6811, + "IoU": 0.8722224229504643, + "TN": 76774152, + "TP": 96562, + "n_pred": 103373, + "n_ref": 103897 + }, + "3": { + "Dice": 0.8950506738166939, + "FN": 7947, + "FP": 13033, + "IoU": 0.8100377570330397, + "TN": 76774417, + "TP": 89463, + "n_pred": 102496, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9005740258213663, + "FN": 1898, + "FP": 3177, + "IoU": 0.8191311165757867, + "TN": 76856801, + "TP": 22984, + "n_pred": 26161, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8229824848584056, + "FN": 3186, + "FP": 2221, + "IoU": 0.6992100578549176, + "TN": 76866884, + "TP": 12569, + "n_pred": 14790, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9655632476211239, + "FN": 21593, + "FP": 57544, + "IoU": 0.9334193177114357, + "TN": 75696272, + "TP": 1109451, + "n_pred": 1166995, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7244516402605914, + "FN": 29605, + "FP": 70467, + "IoU": 0.5679530961951101, + "TN": 76653237, + "TP": 131551, + "n_pred": 202018, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9418201763187115, + "FN": 6904, + "FP": 1794, + "IoU": 0.8900379266750948, + "TN": 76805760, + "TP": 70402, + "n_pred": 72196, + "n_ref": 77306 + }, + "9": { + "Dice": 0.8759648937295126, + "FN": 17211, + "FP": 3903, + "IoU": 0.7793038570084666, + "TN": 76789190, + "TP": 74556, + "n_pred": 78459, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9097023868326898, + "FN": 18675, + "FP": 2348, + "IoU": 0.8343615319765839, + "TN": 130873011, + "TP": 105898, + "n_pred": 108246, + "n_ref": 124573 + }, + "10": { + "Dice": 0.6599042508091116, + "FN": 25653, + "FP": 7238, + "IoU": 0.49243067236616717, + "TN": 130935131, + "TP": 31910, + "n_pred": 39148, + "n_ref": 57563 + }, + "11": { + "Dice": 0.4303013235708251, + "FN": 4040, + "FP": 6, + "IoU": 0.27412988876928596, + "TN": 130994358, + "TP": 1528, + "n_pred": 1534, + "n_ref": 5568 + }, + "12": { + "Dice": 0.6845893677911716, + "FN": 3355, + "FP": 282, + "IoU": 0.5204377637130801, + "TN": 130992348, + "TP": 3947, + "n_pred": 4229, + "n_ref": 7302 + }, + "13": { + "Dice": 0.5293873445209089, + "FN": 45262, + "FP": 13686, + "IoU": 0.35997741658795046, + "TN": 130907829, + "TP": 33155, + "n_pred": 46841, + "n_ref": 78417 + }, + "14": { + "Dice": 0.5846945495916901, + "FN": 547066, + "FP": 19833, + "IoU": 0.4131225167139772, + "TN": 130033974, + "TP": 399059, + "n_pred": 418892, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 36553, + "IoU": 0.0, + "TN": 130938069, + "TP": 0, + "n_pred": 36553, + "n_ref": 25310 + }, + "2": { + "Dice": 0.605418906101802, + "FN": 123108, + "FP": 1698, + "IoU": 0.43412241048636835, + "TN": 130779379, + "TP": 95747, + "n_pred": 97445, + "n_ref": 218855 + }, + "3": { + "Dice": 0.8100294844590674, + "FN": 28228, + "FP": 91291, + "IoU": 0.6807139117147345, + "TN": 130625600, + "TP": 254813, + "n_pred": 346104, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 11741, + "IoU": 0.0, + "TN": 130985911, + "TP": 0, + "n_pred": 11741, + "n_ref": 2280 + }, + "5": { + "Dice": 0.47965895249695495, + "FN": 15843, + "FP": 1245, + "IoU": 0.31549431180900495, + "TN": 130974968, + "TP": 7876, + "n_pred": 9121, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8866967774285955, + "FN": 44199, + "FP": 320951, + "IoU": 0.7964557718431692, + "TN": 129205973, + "TP": 1428809, + "n_pred": 1749760, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.4835723115601479, + "FN": 111357, + "FP": 86661, + "IoU": 0.3188891334855948, + "TN": 130709204, + "TP": 92710, + "n_pred": 179371, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9165581945735779, + "FN": 17585, + "FP": 2159, + "IoU": 0.8459690128099109, + "TN": 130871750, + "TP": 108438, + "n_pred": 110597, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7321595753383568, + "FN": 16944, + "FP": 12523, + "IoU": 0.5774855897450604, + "TN": 130930190, + "TP": 40275, + "n_pred": 52798, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9555789843612722, + "FN": 3035, + "FP": 2021, + "IoU": 0.9149365725630069, + "TN": 74367260, + "TP": 54382, + "n_pred": 56403, + "n_ref": 57417 + }, + "10": { + "Dice": 0.5281635214487427, + "FN": 49318, + "FP": 3313, + "IoU": 0.3588466036448689, + "TN": 74344610, + "TP": 29457, + "n_pred": 32770, + "n_ref": 78775 + }, + "11": { + "Dice": 0.1537273078408652, + "FN": 2189, + "FP": 2, + "IoU": 0.08326359832635984, + "TN": 74424308, + "TP": 199, + "n_pred": 201, + "n_ref": 2388 + }, + "12": { + "Dice": 0.4546591619762351, + "FN": 1730, + "FP": 14, + "IoU": 0.29421286928369084, + "TN": 74424227, + "TP": 727, + "n_pred": 741, + "n_ref": 2457 + }, + "13": { + "Dice": 0.4279434702462542, + "FN": 71638, + "FP": 13083, + "IoU": 0.27221888153938667, + "TN": 74310288, + "TP": 31689, + "n_pred": 44772, + "n_ref": 103327 + }, + "14": { + "Dice": 0.914882610893615, + "FN": 15257, + "FP": 13703, + "IoU": 0.8431185603310979, + "TN": 74242100, + "TP": 155638, + "n_pred": 169341, + "n_ref": 170895 + }, + "15": { + "Dice": 0.6728135302473934, + "FN": 9667, + "FP": 2540, + "IoU": 0.5069472493739398, + "TN": 74401940, + "TP": 12551, + "n_pred": 15091, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9125264025893278, + "FN": 15283, + "FP": 4554, + "IoU": 0.8391251104965655, + "TN": 74303391, + "TP": 103470, + "n_pred": 108024, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9243458227426473, + "FN": 14639, + "FP": 4440, + "IoU": 0.859333642992487, + "TN": 74291065, + "TP": 116554, + "n_pred": 120994, + "n_ref": 131193 + }, + "4": { + "Dice": 0.7129650693855604, + "FN": 13223, + "FP": 656, + "IoU": 0.5539593778120581, + "TN": 74395582, + "TP": 17237, + "n_pred": 17893, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9677644289489463, + "FN": 15987, + "FP": 42077, + "IoU": 0.9375422200995641, + "TN": 73497046, + "TP": 871588, + "n_pred": 913665, + "n_ref": 887575 + }, + "7": { + "Dice": 0.7448547373768312, + "FN": 50806, + "FP": 17502, + "IoU": 0.5934410618099575, + "TN": 74258683, + "TP": 99707, + "n_pred": 117209, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9068259547786434, + "FN": 5051, + "FP": 2795, + "IoU": 0.8295348382471158, + "TN": 74380671, + "TP": 38181, + "n_pred": 40976, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8218960729869099, + "FN": 6836, + "FP": 4838, + "IoU": 0.6976430976430976, + "TN": 74388088, + "TP": 26936, + "n_pred": 31774, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9714048872167018, + "FN": 4466, + "FP": 3537, + "IoU": 0.9443996720810349, + "TN": 106502750, + "TP": 135935, + "n_pred": 139472, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8072196660695541, + "FN": 22061, + "FP": 14852, + "IoU": 0.6767546740225053, + "TN": 106532493, + "TP": 77282, + "n_pred": 92134, + "n_ref": 99343 + }, + "11": { + "Dice": 0.46667678761196296, + "FN": 3114, + "FP": 399, + "IoU": 0.30435643564356435, + "TN": 106641638, + "TP": 1537, + "n_pred": 1936, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7763704318936877, + "FN": 1731, + "FP": 423, + "IoU": 0.6344815883251315, + "TN": 106640795, + "TP": 3739, + "n_pred": 4162, + "n_ref": 5470 + }, + "13": { + "Dice": 0.5540524800745437, + "FN": 24294, + "FP": 2507, + "IoU": 0.38317606444188723, + "TN": 106603238, + "TP": 16649, + "n_pred": 19156, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9381208306321754, + "FN": 2965, + "FP": 5912, + "IoU": 0.8834534640986254, + "TN": 106570521, + "TP": 67290, + "n_pred": 73202, + "n_ref": 70255 + }, + "15": { + "Dice": 0.5166062441071405, + "FN": 7110, + "FP": 29291, + "IoU": 0.3482596863138294, + "TN": 106590836, + "TP": 19451, + "n_pred": 48742, + "n_ref": 26561 + }, + "2": { + "Dice": 0.5672717928563871, + "FN": 111615, + "FP": 2897, + "IoU": 0.39593817587170965, + "TN": 106457118, + "TP": 75058, + "n_pred": 77955, + "n_ref": 186673 + }, + "3": { + "Dice": 0.709557107266232, + "FN": 6095, + "FP": 112117, + "IoU": 0.5498554885780762, + "TN": 106384079, + "TP": 144397, + "n_pred": 256514, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8483362839892868, + "FN": 739, + "FP": 2602, + "IoU": 0.7366180528182893, + "TN": 106634003, + "TP": 9344, + "n_pred": 11946, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7822713378791442, + "FN": 1115, + "FP": 737, + "IoU": 0.6424020081096736, + "TN": 106641509, + "TP": 3327, + "n_pred": 4064, + "n_ref": 4442 + }, + "6": { + "Dice": 0.962841523036827, + "FN": 73040, + "FP": 19548, + "IoU": 0.9283456139278271, + "TN": 105354541, + "TP": 1199559, + "n_pred": 1219107, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.866786644537847, + "FN": 39671, + "FP": 51671, + "IoU": 0.764892718886418, + "TN": 106258176, + "TP": 297170, + "n_pred": 348841, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9511710884233582, + "FN": 3719, + "FP": 3192, + "IoU": 0.906888700268111, + "TN": 106572465, + "TP": 67312, + "n_pred": 70504, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9231396289747356, + "FN": 8078, + "FP": 4745, + "IoU": 0.8572509991205512, + "TN": 106556859, + "TP": 77006, + "n_pred": 81751, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9554338502144507, + "FN": 9948, + "FP": 3560, + "IoU": 0.914670507378209, + "TN": 107968624, + "TP": 144796, + "n_pred": 148356, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8426295528575659, + "FN": 10002, + "FP": 16570, + "IoU": 0.7280551831421233, + "TN": 108029217, + "TP": 71139, + "n_pred": 87709, + "n_ref": 81141 + }, + "11": { + "Dice": 0.4822485207100592, + "FN": 2059, + "FP": 41, + "IoU": 0.31773879142300193, + "TN": 108123850, + "TP": 978, + "n_pred": 1019, + "n_ref": 3037 + }, + "12": { + "Dice": 0.747496914003566, + "FN": 1249, + "FP": 592, + "IoU": 0.596802452912834, + "TN": 108122362, + "TP": 2725, + "n_pred": 3317, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7061995007311778, + "FN": 29613, + "FP": 10167, + "IoU": 0.5458333809039948, + "TN": 108039339, + "TP": 47809, + "n_pred": 57976, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8304444387716029, + "FN": 7362, + "FP": 5922, + "IoU": 0.7100512932445705, + "TN": 108081113, + "TP": 32531, + "n_pred": 38453, + "n_ref": 39893 + }, + "15": { + "Dice": 0.49579425045323006, + "FN": 5216, + "FP": 39561, + "IoU": 0.3296053419571206, + "TN": 108060136, + "TP": 22015, + "n_pred": 61576, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9213890494904045, + "FN": 25456, + "FP": 2689, + "IoU": 0.8542366912324496, + "TN": 107933841, + "TP": 164942, + "n_pred": 167631, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9480322143386093, + "FN": 15246, + "FP": 5035, + "IoU": 0.9011989029137092, + "TN": 107921657, + "TP": 184990, + "n_pred": 190025, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9538517277297224, + "FN": 1716, + "FP": 1341, + "IoU": 0.9117748917748918, + "TN": 108092278, + "TP": 31593, + "n_pred": 32934, + "n_ref": 33309 + }, + "5": { + "Dice": 0.5119297575873258, + "FN": 2536, + "FP": 21, + "IoU": 0.3440225756798358, + "TN": 108123030, + "TP": 1341, + "n_pred": 1362, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9761544140540556, + "FN": 43458, + "FP": 26696, + "IoU": 0.9534195658539403, + "TN": 106620845, + "TP": 1435929, + "n_pred": 1462625, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.8172969976030859, + "FN": 14630, + "FP": 93456, + "IoU": 0.6910416190258404, + "TN": 107777088, + "TP": 241754, + "n_pred": 335210, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9383410416715086, + "FN": 2797, + "FP": 2509, + "IoU": 0.8838441330998249, + "TN": 108081248, + "TP": 40374, + "n_pred": 42883, + "n_ref": 43171 + }, + "9": { + "Dice": 0.8821472694826431, + "FN": 7115, + "FP": 7480, + "IoU": 0.7891444421971163, + "TN": 108057710, + "TP": 54623, + "n_pred": 62103, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.859253748059969, + "FN": 17088, + "FP": 18098, + "IoU": 0.753238282921082, + "TN": 62427569, + "TP": 107405, + "n_pred": 125503, + "n_ref": 124493 + }, + "10": { + "Dice": 0.7067451980792316, + "FN": 21468, + "FP": 9800, + "IoU": 0.5464856554404897, + "TN": 62501214, + "TP": 37678, + "n_pred": 47478, + "n_ref": 59146 + }, + "11": { + "Dice": 0.4152963671128107, + "FN": 1509, + "FP": 20, + "IoU": 0.26206563706563707, + "TN": 62568088, + "TP": 543, + "n_pred": 563, + "n_ref": 2052 + }, + "12": { + "Dice": 0.6785141305689251, + "FN": 1518, + "FP": 1087, + "IoU": 0.5134478894284648, + "TN": 62564806, + "TP": 2749, + "n_pred": 3836, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7156015594719682, + "FN": 10322, + "FP": 14626, + "IoU": 0.5571491967693264, + "TN": 62513825, + "TP": 31387, + "n_pred": 46013, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9248583795368214, + "FN": 47174, + "FP": 2754, + "IoU": 0.8602200509532741, + "TN": 62212970, + "TP": 307262, + "n_pred": 310016, + "n_ref": 354436 + }, + "15": { + "Dice": 0.5947128400984136, + "FN": 33568, + "FP": 45172, + "IoU": 0.42319666547018187, + "TN": 62433649, + "TP": 57771, + "n_pred": 102943, + "n_ref": 91339 + }, + "2": { + "Dice": 0.7167387091966015, + "FN": 70840, + "FP": 5176, + "IoU": 0.558529049643413, + "TN": 62397972, + "TP": 96172, + "n_pred": 101348, + "n_ref": 167012 + }, + "3": { + "Dice": 0.8374021127289932, + "FN": 10787, + "FP": 62757, + "IoU": 0.7202852524484169, + "TN": 62307235, + "TP": 189381, + "n_pred": 252138, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9060575477333114, + "FN": 1485, + "FP": 3076, + "IoU": 0.8282497364060852, + "TN": 62543604, + "TP": 21995, + "n_pred": 25071, + "n_ref": 23480 + }, + "5": { + "Dice": 0.4904946391566808, + "FN": 5453, + "FP": 202, + "IoU": 0.32493732839918826, + "TN": 62561783, + "TP": 2722, + "n_pred": 2924, + "n_ref": 8175 + }, + "6": { + "Dice": 0.928845729535497, + "FN": 43071, + "FP": 173641, + "IoU": 0.8671446822806446, + "TN": 60938972, + "TP": 1414476, + "n_pred": 1588117, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.7988020981003686, + "FN": 29624, + "FP": 49854, + "IoU": 0.6650045732157083, + "TN": 62332909, + "TP": 157773, + "n_pred": 207627, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9135197941737904, + "FN": 4082, + "FP": 8422, + "IoU": 0.8408066610648537, + "TN": 62491614, + "TP": 66042, + "n_pred": 74464, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8335881476805319, + "FN": 7341, + "FP": 9530, + "IoU": 0.714660217163346, + "TN": 62511034, + "TP": 42255, + "n_pred": 51785, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7928137318026917, + "FN": 78772, + "FP": 26772, + "IoU": 0.6567451541563679, + "TN": 55073768, + "TP": 201936, + "n_pred": 228708, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8175464762520706, + "FN": 14628, + "FP": 13019, + "IoU": 0.691398401571639, + "TN": 55291660, + "TP": 61941, + "n_pred": 74960, + "n_ref": 76569 + }, + "11": { + "Dice": 0.5539311241065628, + "FN": 2622, + "FP": 124, + "IoU": 0.38305998651988316, + "TN": 55376797, + "TP": 1705, + "n_pred": 1829, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7842428623057462, + "FN": 1473, + "FP": 318, + "IoU": 0.6450653983353151, + "TN": 55376202, + "TP": 3255, + "n_pred": 3573, + "n_ref": 4728 + }, + "13": { + "Dice": 0.6569201877934272, + "FN": 19890, + "FP": 16648, + "IoU": 0.4891147806876494, + "TN": 55309729, + "TP": 34981, + "n_pred": 51629, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8679012813708393, + "FN": 3612, + "FP": 24264, + "IoU": 0.7666303892842193, + "TN": 55261798, + "TP": 91574, + "n_pred": 115838, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7454941054635605, + "FN": 16592, + "FP": 32068, + "IoU": 0.5942531706788297, + "TN": 55261321, + "TP": 71267, + "n_pred": 103335, + "n_ref": 87859 + }, + "2": { + "Dice": 0.841269562365289, + "FN": 51733, + "FP": 2469, + "IoU": 0.7260269818082563, + "TN": 55183411, + "TP": 143635, + "n_pred": 146104, + "n_ref": 195368 + }, + "3": { + "Dice": 0.8763344688308523, + "FN": 14873, + "FP": 32829, + "IoU": 0.7798890724351462, + "TN": 55164530, + "TP": 169016, + "n_pred": 201845, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8135122628412772, + "FN": 1256, + "FP": 1565, + "IoU": 0.6856474258970359, + "TN": 55372274, + "TP": 6153, + "n_pred": 7718, + "n_ref": 7409 + }, + "5": { + "Dice": 0.6168451801363194, + "FN": 3106, + "FP": 42, + "IoU": 0.445969728968673, + "TN": 55375566, + "TP": 2534, + "n_pred": 2576, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9484067958955954, + "FN": 67046, + "FP": 88729, + "IoU": 0.901876117298905, + "TN": 53793714, + "TP": 1431759, + "n_pred": 1520488, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.8298279519801575, + "FN": 43434, + "FP": 10630, + "IoU": 0.7091503795398181, + "TN": 55195365, + "TP": 131819, + "n_pred": 142449, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9363031343924431, + "FN": 3439, + "FP": 2495, + "IoU": 0.8802349284517731, + "TN": 55331701, + "TP": 43613, + "n_pred": 46108, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8639050902695666, + "FN": 7443, + "FP": 6254, + "IoU": 0.7604163022564282, + "TN": 55324078, + "TP": 43473, + "n_pred": 49727, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8386076200923696, + "FN": 77747, + "FP": 3465, + "IoU": 0.7220708819865573, + "TN": 110854411, + "TP": 210992, + "n_pred": 214457, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8141691997471936, + "FN": 14643, + "FP": 16230, + "IoU": 0.6865812555835296, + "TN": 111048111, + "TP": 67631, + "n_pred": 83861, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7612414837244512, + "FN": 1120, + "FP": 457, + "IoU": 0.6145196773405035, + "TN": 111142524, + "TP": 2514, + "n_pred": 2971, + "n_ref": 3634 + }, + "12": { + "Dice": 0.8051082731815657, + "FN": 929, + "FP": 124, + "IoU": 0.6737918215613383, + "TN": 111143387, + "TP": 2175, + "n_pred": 2299, + "n_ref": 3104 + }, + "13": { + "Dice": 0.6501971181159295, + "FN": 24826, + "FP": 15812, + "IoU": 0.48169782924776167, + "TN": 111068209, + "TP": 37768, + "n_pred": 53580, + "n_ref": 62594 + }, + "14": { + "Dice": 0.571389576047087, + "FN": 24370, + "FP": 753, + "IoU": 0.3999617855692756, + "TN": 111104746, + "TP": 16746, + "n_pred": 17499, + "n_ref": 41116 + }, + "15": { + "Dice": 0.38321836602716103, + "FN": 11142, + "FP": 34638, + "IoU": 0.2370254324855838, + "TN": 111086613, + "TP": 14222, + "n_pred": 48860, + "n_ref": 25364 + }, + "2": { + "Dice": 0.7679776113870561, + "FN": 31576, + "FP": 43538, + "IoU": 0.6233471229785633, + "TN": 110947190, + "TP": 124311, + "n_pred": 167849, + "n_ref": 155887 + }, + "3": { + "Dice": 0.7215224714585318, + "FN": 96453, + "FP": 17874, + "IoU": 0.5643606988397127, + "TN": 110884180, + "TP": 148108, + "n_pred": 165982, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9150477186560335, + "FN": 1340, + "FP": 1909, + "IoU": 0.8433990456451536, + "TN": 111125868, + "TP": 17498, + "n_pred": 19407, + "n_ref": 18838 + }, + "5": { + "Dice": 0.764530715782508, + "FN": 1301, + "FP": 834, + "IoU": 0.6188180682021067, + "TN": 111141014, + "TP": 3466, + "n_pred": 4300, + "n_ref": 4767 + }, + "6": { + "Dice": 0.958975051309628, + "FN": 23735, + "FP": 111490, + "IoU": 0.9211835436951207, + "TN": 109430920, + "TP": 1580470, + "n_pred": 1691960, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.3827013425982267, + "FN": 267062, + "FP": 93083, + "IoU": 0.23662997606950653, + "TN": 110674832, + "TP": 111638, + "n_pred": 204721, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9016938534563766, + "FN": 5703, + "FP": 10617, + "IoU": 0.8209858938639405, + "TN": 111055449, + "TP": 74846, + "n_pred": 85463, + "n_ref": 80549 + }, + "9": { + "Dice": 0.887121387283237, + "FN": 7894, + "FP": 4311, + "IoU": 0.7971411950469542, + "TN": 111086450, + "TP": 47960, + "n_pred": 52271, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9681605931258161, + "FN": 9057, + "FP": 3646, + "IoU": 0.9382861195994889, + "TN": 96915188, + "TP": 193134, + "n_pred": 196780, + "n_ref": 202191 + }, + "10": { + "Dice": 0.7810739821975777, + "FN": 20874, + "FP": 9132, + "IoU": 0.6407886703458513, + "TN": 97037492, + "TP": 53527, + "n_pred": 62659, + "n_ref": 74401 + }, + "11": { + "Dice": 0.5370985603543743, + "FN": 2457, + "FP": 51, + "IoU": 0.36714610143830434, + "TN": 97117062, + "TP": 1455, + "n_pred": 1506, + "n_ref": 3912 + }, + "12": { + "Dice": 0.68783522849174, + "FN": 2077, + "FP": 833, + "IoU": 0.5241988227599739, + "TN": 97114909, + "TP": 3206, + "n_pred": 4039, + "n_ref": 5283 + }, + "13": { + "Dice": 0.7406953397442672, + "FN": 16325, + "FP": 8213, + "IoU": 0.5881780343716434, + "TN": 97061441, + "TP": 35046, + "n_pred": 43259, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9080512468777623, + "FN": 9521, + "FP": 15548, + "IoU": 0.8315877867723623, + "TN": 96972170, + "TP": 123786, + "n_pred": 139334, + "n_ref": 133307 + }, + "15": { + "Dice": 0.885902461520724, + "FN": 7028, + "FP": 8806, + "IoU": 0.7951749563417632, + "TN": 97043720, + "TP": 61471, + "n_pred": 70277, + "n_ref": 68499 + }, + "2": { + "Dice": 0.7706505932836221, + "FN": 59548, + "FP": 4643, + "IoU": 0.6268767765073793, + "TN": 96948988, + "TP": 107846, + "n_pred": 112489, + "n_ref": 167394 + }, + "3": { + "Dice": 0.8251236473826039, + "FN": 32911, + "FP": 46326, + "IoU": 0.7023067964083105, + "TN": 96854855, + "TP": 186933, + "n_pred": 233259, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8730239948293971, + "FN": 1024, + "FP": 3691, + "IoU": 0.77466067673485, + "TN": 97100101, + "TP": 16209, + "n_pred": 19900, + "n_ref": 17233 + }, + "5": { + "Dice": 0.5168343315694598, + "FN": 8014, + "FP": 295, + "IoU": 0.34846702736610996, + "TN": 97108272, + "TP": 4444, + "n_pred": 4739, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9714231313769339, + "FN": 36675, + "FP": 54578, + "IoU": 0.9444341604506014, + "TN": 95478775, + "TP": 1550997, + "n_pred": 1605575, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.8159103088661863, + "FN": 86971, + "FP": 21236, + "IoU": 0.689061238329775, + "TN": 96773024, + "TP": 239794, + "n_pred": 261030, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9437680687324402, + "FN": 7396, + "FP": 3652, + "IoU": 0.8935235158057054, + "TN": 97017265, + "TP": 92712, + "n_pred": 96364, + "n_ref": 100108 + }, + "9": { + "Dice": 0.8920022521168258, + "FN": 13854, + "FP": 5903, + "IoU": 0.8050578205786004, + "TN": 97019677, + "TP": 81591, + "n_pred": 87494, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9651416404513614, + "FN": 11062, + "FP": 2379, + "IoU": 0.9326316317068892, + "TN": 78856890, + "TP": 186074, + "n_pred": 188453, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8237831142763933, + "FN": 18521, + "FP": 13348, + "IoU": 0.7003666792027078, + "TN": 78950045, + "TP": 74491, + "n_pred": 87839, + "n_ref": 93012 + }, + "11": { + "Dice": 0.41509433962264153, + "FN": 2217, + "FP": 15, + "IoU": 0.2619047619047619, + "TN": 79053381, + "TP": 792, + "n_pred": 807, + "n_ref": 3009 + }, + "12": { + "Dice": 0.4977213541666667, + "FN": 1475, + "FP": 1611, + "IoU": 0.3313109425785482, + "TN": 79051790, + "TP": 1529, + "n_pred": 3140, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7162123291611535, + "FN": 21901, + "FP": 12630, + "IoU": 0.5578900198450804, + "TN": 78978300, + "TP": 43574, + "n_pred": 56204, + "n_ref": 65475 + }, + "14": { + "Dice": 0.42935130581297387, + "FN": 25137, + "FP": 8731, + "IoU": 0.27335922246776373, + "TN": 79009796, + "TP": 12741, + "n_pred": 21472, + "n_ref": 37878 + }, + "15": { + "Dice": 0.6282383583467146, + "FN": 13688, + "FP": 15715, + "IoU": 0.4579792430917839, + "TN": 79002158, + "TP": 24844, + "n_pred": 40559, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9211321013317495, + "FN": 11936, + "FP": 5327, + "IoU": 0.8537950776631604, + "TN": 78938331, + "TP": 100811, + "n_pred": 106138, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9181946164153536, + "FN": 13112, + "FP": 6180, + "IoU": 0.8487613671997492, + "TN": 78928845, + "TP": 108268, + "n_pred": 114448, + "n_ref": 121380 + }, + "4": { + "Dice": 0.7714978775015161, + "FN": 2121, + "FP": 1647, + "IoU": 0.6279988152828512, + "TN": 79046276, + "TP": 6361, + "n_pred": 8008, + "n_ref": 8482 + }, + "5": { + "Dice": 0.7384465309108645, + "FN": 1930, + "FP": 215, + "IoU": 0.5853469940073458, + "TN": 79051232, + "TP": 3028, + "n_pred": 3243, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9728743604885566, + "FN": 36122, + "FP": 35397, + "IoU": 0.9471814577146651, + "TN": 77702354, + "TP": 1282532, + "n_pred": 1317929, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.8440494241767362, + "FN": 124113, + "FP": 5168, + "IoU": 0.730177779076417, + "TN": 78577271, + "TP": 349853, + "n_pred": 355021, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9260965288946489, + "FN": 1872, + "FP": 2861, + "IoU": 0.8623647784110736, + "TN": 79022017, + "TP": 29655, + "n_pred": 32516, + "n_ref": 31527 + }, + "9": { + "Dice": 0.910452512915503, + "FN": 8376, + "FP": 4000, + "IoU": 0.8356244438246271, + "TN": 78981114, + "TP": 62915, + "n_pred": 66915, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9571044023808247, + "FN": 10308, + "FP": 9691, + "IoU": 0.9177375037019975, + "TN": 122468828, + "TP": 223113, + "n_pred": 232804, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8258600359845727, + "FN": 22496, + "FP": 14573, + "IoU": 0.7033744368603414, + "TN": 122586971, + "TP": 87900, + "n_pred": 102473, + "n_ref": 110396 + }, + "11": { + "Dice": 0.5284793589966905, + "FN": 2665, + "FP": 42, + "IoU": 0.35913825757575757, + "TN": 122707716, + "TP": 1517, + "n_pred": 1559, + "n_ref": 4182 + }, + "12": { + "Dice": 0.4721149721149721, + "FN": 4089, + "FP": 833, + "IoU": 0.30899901726800505, + "TN": 122704817, + "TP": 2201, + "n_pred": 3034, + "n_ref": 6290 + }, + "13": { + "Dice": 0.3961678405714858, + "FN": 35998, + "FP": 18269, + "IoU": 0.24701327894101485, + "TN": 122639871, + "TP": 17802, + "n_pred": 36071, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7733724040244977, + "FN": 12419, + "FP": 43420, + "IoU": 0.6304867154154121, + "TN": 122560825, + "TP": 95276, + "n_pred": 138696, + "n_ref": 107695 + }, + "15": { + "Dice": 0.847588159364797, + "FN": 12019, + "FP": 2032, + "IoU": 0.7354906722388509, + "TN": 122658819, + "TP": 39070, + "n_pred": 41102, + "n_ref": 51089 + }, + "2": { + "Dice": 0.63650766400981, + "FN": 72057, + "FP": 2050, + "IoU": 0.4668215927649992, + "TN": 122572949, + "TP": 64884, + "n_pred": 66934, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7731694520652757, + "FN": 4407, + "FP": 78603, + "IoU": 0.6302169874778937, + "TN": 122487457, + "TP": 141473, + "n_pred": 220076, + "n_ref": 145880 + }, + "4": { + "Dice": 0.6885005878742615, + "FN": 18921, + "FP": 23204, + "IoU": 0.524972090348335, + "TN": 122623261, + "TP": 46554, + "n_pred": 69758, + "n_ref": 65475 + }, + "5": { + "Dice": 0.5036736762097795, + "FN": 11245, + "FP": 509, + "IoU": 0.3366068405011852, + "TN": 122694222, + "TP": 5964, + "n_pred": 6473, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9328415314449118, + "FN": 42532, + "FP": 197679, + "IoU": 0.8741359028973091, + "TN": 120803445, + "TP": 1668284, + "n_pred": 1865963, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.5967984119714882, + "FN": 192217, + "FP": 313147, + "IoU": 0.42531195593213783, + "TN": 121832569, + "TP": 374007, + "n_pred": 687154, + "n_ref": 566224 + }, + "8": { + "Dice": 0.939922572547188, + "FN": 7651, + "FP": 8814, + "IoU": 0.8866546425817822, + "TN": 122566676, + "TP": 128799, + "n_pred": 137613, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8691304668782841, + "FN": 9991, + "FP": 9510, + "IoU": 0.7685506076718572, + "TN": 122627684, + "TP": 64755, + "n_pred": 74265, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/loop_001/summary_cross_val.json b/nnActive_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/loop_001/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..3912cff8a754222af32197323f9c54ed9b6c935c --- /dev/null +++ b/nnActive_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/loop_001/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.4547843911651969, + "FN": 1134.84, + "FP": 923.9088888888889, + "IoU": 0.3931630998528202, + "TN": 454008.7755555556, + "TP": 5376.742222222222, + "n_pred": 6300.651111111111, + "n_ref": 6511.582222222221 + }, + "mean": { + "1": { + "Dice": 0.28685340309297386, + "FN": 24.033333333333335, + "FP": 1417.8666666666666, + "IoU": 0.25809844127742043, + "TN": 458495.26666666666, + "TP": 1507.1, + "n_pred": 2924.9666666666667, + "n_ref": 1531.1333333333334 + }, + "10": { + "Dice": 0.4398529956091285, + "FN": 2788.3, + "FP": 679.7, + "IoU": 0.3322345653387003, + "TN": 455906.6666666667, + "TP": 2069.6, + "n_pred": 2749.3, + "n_ref": 4857.9 + }, + "11": { + "Dice": 0.0, + "FN": 293.93333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 461150.3333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 293.93333333333334 + }, + "12": { + "Dice": 0.3040919318357119, + "FN": 406.3333333333333, + "FP": 84.63333333333334, + "IoU": 0.2239911054596736, + "TN": 460653.1666666667, + "TP": 300.1333333333333, + "n_pred": 384.76666666666665, + "n_ref": 706.4666666666667 + }, + "13": { + "Dice": 0.3729489861772018, + "FN": 1434.2333333333333, + "FP": 1439.4, + "IoU": 0.29227657611069185, + "TN": 457006.36666666664, + "TP": 1564.2666666666667, + "n_pred": 3003.6666666666665, + "n_ref": 2998.5 + }, + "14": { + "Dice": 0.6714314922640607, + "FN": 2317.1, + "FP": 1554.7333333333333, + "IoU": 0.5941629766308812, + "TN": 451462.73333333334, + "TP": 6109.7, + "n_pred": 7664.433333333333, + "n_ref": 8426.8 + }, + "15": { + "Dice": 0.4039502350132049, + "FN": 2048.233333333333, + "FP": 481.8, + "IoU": 0.3083532377663946, + "TN": 457055.13333333336, + "TP": 1859.1, + "n_pred": 2340.9, + "n_ref": 3907.3333333333335 + }, + "2": { + "Dice": 0.6891786519666135, + "FN": 291.43333333333334, + "FP": 184.73333333333332, + "IoU": 0.642123270409078, + "TN": 457302.06666666665, + "TP": 3666.0333333333333, + "n_pred": 3850.766666666667, + "n_ref": 3957.4666666666667 + }, + "3": { + "Dice": 0.6165977616937757, + "FN": 620.4333333333333, + "FP": 314.8, + "IoU": 0.555570933576038, + "TN": 457962.1666666667, + "TP": 2546.866666666667, + "n_pred": 2861.6666666666665, + "n_ref": 3167.3 + }, + "4": { + "Dice": 0.3501700085988606, + "FN": 418.5, + "FP": 459.06666666666666, + "IoU": 0.3044950233250976, + "TN": 458112.8333333333, + "TP": 2453.866666666667, + "n_pred": 2912.9333333333334, + "n_ref": 2872.366666666667 + }, + "5": { + "Dice": 0.3095750630667896, + "FN": 292.3, + "FP": 55.3, + "IoU": 0.2636606758809488, + "TN": 460709.0333333333, + "TP": 387.6333333333333, + "n_pred": 442.93333333333334, + "n_ref": 679.9333333333333 + }, + "6": { + "Dice": 0.7435881942329577, + "FN": 1044.8, + "FP": 3539.5666666666666, + "IoU": 0.6898055255854644, + "TN": 414699.73333333334, + "TP": 42160.166666666664, + "n_pred": 45699.73333333333, + "n_ref": 43204.96666666667 + }, + "7": { + "Dice": 0.32193478405713344, + "FN": 3388.3333333333335, + "FP": 2782.633333333333, + "IoU": 0.2798930422320619, + "TN": 447457.06666666665, + "TP": 7816.233333333334, + "n_pred": 10598.866666666667, + "n_ref": 11204.566666666668 + }, + "8": { + "Dice": 0.7633391500684317, + "FN": 665.8333333333334, + "FP": 190.4, + "IoU": 0.6896274385734309, + "TN": 456137.36666666664, + "TP": 4450.666666666667, + "n_pred": 4641.066666666667, + "n_ref": 5116.5 + }, + "9": { + "Dice": 0.5482532098011086, + "FN": 988.8, + "FP": 674.0, + "IoU": 0.46315368562642223, + "TN": 456021.7, + "TP": 3759.766666666667, + "n_pred": 4433.766666666666, + "n_ref": 4748.566666666667 + } + }, + "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": 0.9362690484732896, + "FN": 5715, + "FP": 1035, + "IoU": 0.8801746786906199, + "TN": 294132, + "TP": 49582, + "n_pred": 50617, + "n_ref": 55297 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4195, + "IoU": 0.0, + "TN": 346269, + "TP": 0, + "n_pred": 4195, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 350369, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "5": { + "Dice": 0.13810316139767054, + "FN": 2815, + "FP": 293, + "IoU": 0.0741733690795353, + "TN": 347107, + "TP": 249, + "n_pred": 542, + "n_ref": 3064 + }, + "6": { + "Dice": 0.8795533197759463, + "FN": 6121, + "FP": 7383, + "IoU": 0.7850023881547524, + "TN": 287654, + "TP": 49306, + "n_pred": 56689, + "n_ref": 55427 + }, + "7": { + "Dice": 0.15693430656934307, + "FN": 134, + "FP": 328, + "IoU": 0.08514851485148515, + "TN": 349959, + "TP": 43, + "n_pred": 371, + "n_ref": 177 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6648224988473951, + "FN": 8038, + "FP": 3594, + "IoU": 0.4979281767955801, + "TN": 327296, + "TP": 11536, + "n_pred": 15130, + "n_ref": 19574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.6020293122886133, + "FN": 279, + "FP": 74, + "IoU": 0.4306451612903226, + "TN": 349844, + "TP": 267, + "n_pred": 341, + "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": 0.38290687102221066, + "FN": 1599, + "FP": 12654, + "IoU": 0.23678714859437752, + "TN": 331789, + "TP": 4422, + "n_pred": 17076, + "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": 0.9611213964559641, + "FN": 904, + "FP": 1889, + "IoU": 0.925152749490835, + "TN": 313148, + "TP": 34523, + "n_pred": 36412, + "n_ref": 35427 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 299, + "IoU": 0.0, + "TN": 350165, + "TP": 0, + "n_pred": 299, + "n_ref": 0 + }, + "4": { + "Dice": 0.8339481300720731, + "FN": 2721, + "FP": 3131, + "IoU": 0.7151895653866744, + "TN": 329917, + "TP": 14695, + "n_pred": 17826, + "n_ref": 17416 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9807074760095399, + "FN": 2492, + "FP": 3672, + "IoU": 0.9621452653946068, + "TN": 187631, + "TP": 156669, + "n_pred": 160341, + "n_ref": 159161 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3862, + "IoU": 0.0, + "TN": 346602, + "TP": 0, + "n_pred": 3862, + "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": 152, + "IoU": 0.0, + "TN": 350312, + "TP": 0, + "n_pred": 152, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.862269669928284, + "FN": 1551, + "FP": 17001, + "IoU": 0.7578858075040783, + "TN": 449071, + "TP": 58073, + "n_pred": 75074, + "n_ref": 59624 + }, + "15": { + "Dice": 0.7231122629284957, + "FN": 4016, + "FP": 5386, + "IoU": 0.5663084090594585, + "TN": 504017, + "TP": 12277, + "n_pred": 17663, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": 0.2103825136612022, + "FN": 8661, + "FP": 9, + "IoU": 0.11755725190839694, + "TN": 340639, + "TP": 1155, + "n_pred": 1164, + "n_ref": 9816 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6545724907063197, + "FN": 1682, + "FP": 641, + "IoU": 0.4865163572060124, + "TN": 345940, + "TP": 2201, + "n_pred": 2842, + "n_ref": 3883 + }, + "13": { + "Dice": 0.5550660792951542, + "FN": 701, + "FP": 612, + "IoU": 0.38414634146341464, + "TN": 348332, + "TP": 819, + "n_pred": 1431, + "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": 0.9591746172620368, + "FN": 390, + "FP": 346, + "IoU": 0.9215519079087614, + "TN": 341082, + "TP": 8646, + "n_pred": 8992, + "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": 0.954787361557271, + "FN": 829, + "FP": 114, + "IoU": 0.9134862385321101, + "TN": 339564, + "TP": 9957, + "n_pred": 10071, + "n_ref": 10786 + }, + "7": { + "Dice": 0.9440958128604999, + "FN": 5673, + "FP": 2701, + "IoU": 0.8941112502054803, + "TN": 271381, + "TP": 70709, + "n_pred": 73410, + "n_ref": 76382 + }, + "8": { + "Dice": 0.846458841075261, + "FN": 3708, + "FP": 513, + "IoU": 0.7337916246215943, + "TN": 334608, + "TP": 11635, + "n_pred": 12148, + "n_ref": 15343 + }, + "9": { + "Dice": 0.8727898135296602, + "FN": 3059, + "FP": 1157, + "IoU": 0.7742919856523368, + "TN": 331785, + "TP": 14463, + "n_pred": 15620, + "n_ref": 17522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 274, + "IoU": 0.0, + "TN": 350190, + "TP": 0, + "n_pred": 274, + "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": 0.8411425942036279, + "FN": 596, + "FP": 21499, + "IoU": 0.7258378727153156, + "TN": 269873, + "TP": 58496, + "n_pred": 79995, + "n_ref": 59092 + }, + "15": { + "Dice": 0.6237437555098443, + "FN": 25308, + "FP": 300, + "IoU": 0.45321774779006707, + "TN": 303630, + "TP": 21226, + "n_pred": 21526, + "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": 0.8782389360238477, + "FN": 2149, + "FP": 4754, + "IoU": 0.7829108748977923, + "TN": 318666, + "TP": 24895, + "n_pred": 29649, + "n_ref": 27044 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9775478973538427, + "FN": 2193, + "FP": 2634, + "IoU": 0.9560818495300658, + "TN": 240555, + "TP": 105082, + "n_pred": 107716, + "n_ref": 107275 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8069, + "IoU": 0.0, + "TN": 342395, + "TP": 0, + "n_pred": 8069, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 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": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 525679, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.6409090909090909, + "FN": 134, + "FP": 24, + "IoU": 0.47157190635451507, + "TN": 525397, + "TP": 141, + "n_pred": 165, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 30490, + "IoU": 0.0, + "TN": 670438, + "TP": 0, + "n_pred": 30490, + "n_ref": 0 + }, + "10": { + "Dice": 0.34801288936627284, + "FN": 2844, + "FP": 3226, + "IoU": 0.2106631989596879, + "TN": 693238, + "TP": 1620, + "n_pred": 4846, + "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": 0.46738287739506035, + "FN": 23363, + "FP": 682, + "IoU": 0.3049573637808932, + "TN": 666333, + "TP": 10550, + "n_pred": 11232, + "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": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 700903, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "3": { + "Dice": 0.8247997955358665, + "FN": 6705, + "FP": 1521, + "IoU": 0.7018376889339955, + "TN": 673339, + "TP": 19363, + "n_pred": 20884, + "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": 15935, + "IoU": 0.0, + "TN": 684993, + "TP": 0, + "n_pred": 15935, + "n_ref": 0 + }, + "7": { + "Dice": 0.45963179164795687, + "FN": 26339, + "FP": 3746, + "IoU": 0.2983908582089552, + "TN": 658048, + "TP": 12795, + "n_pred": 16541, + "n_ref": 39134 + }, + "8": { + "Dice": 0.5113043478260869, + "FN": 835, + "FP": 8, + "IoU": 0.34345794392523366, + "TN": 699644, + "TP": 441, + "n_pred": 449, + "n_ref": 1276 + }, + "9": { + "Dice": 0.7319561007101356, + "FN": 798, + "FP": 3354, + "IoU": 0.577232461052846, + "TN": 691107, + "TP": 5669, + "n_pred": 9023, + "n_ref": 6467 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.9330583756345178, + "FN": 97, + "FP": 747, + "IoU": 0.8745168004757656, + "TN": 518970, + "TP": 5882, + "n_pred": 6629, + "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": 0.862597337352424, + "FN": 461, + "FP": 1180, + "IoU": 0.7583922261484098, + "TN": 518904, + "TP": 5151, + "n_pred": 6331, + "n_ref": 5612 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1062, + "IoU": 0.0, + "TN": 524634, + "TP": 0, + "n_pred": 1062, + "n_ref": 0 + }, + "7": { + "Dice": 0.782051282051282, + "FN": 10, + "FP": 58, + "IoU": 0.6421052631578947, + "TN": 525506, + "TP": 122, + "n_pred": 180, + "n_ref": 132 + }, + "8": { + "Dice": 0.9562932763864622, + "FN": 3315, + "FP": 62, + "IoU": 0.916247116886982, + "TN": 485375, + "TP": 36944, + "n_pred": 37006, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 521, + "IoU": 0.0, + "TN": 349943, + "TP": 0, + "n_pred": 521, + "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": 0.9941311916296719, + "FN": 1416, + "FP": 177, + "IoU": 0.9883308671638074, + "TN": 213950, + "TP": 134921, + "n_pred": 135098, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 107, + "IoU": 0.0, + "TN": 525589, + "TP": 0, + "n_pred": 107, + "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": 0.8296593186372746, + "FN": 1118, + "FP": 72, + "IoU": 0.708904109589041, + "TN": 521608, + "TP": 2898, + "n_pred": 2970, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.0, + "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": 0.013050570962479609, + "FN": 3025, + "FP": 0, + "IoU": 0.006568144499178982, + "TN": 522651, + "TP": 20, + "n_pred": 20, + "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": 0, + "IoU": 0.0, + "TN": 525431, + "TP": 0, + "n_pred": 0, + "n_ref": 265 + }, + "8": { + "Dice": 0.5943756773715133, + "FN": 7105, + "FP": 6, + "IoU": 0.4228552877201526, + "TN": 513375, + "TP": 5210, + "n_pred": 5216, + "n_ref": 12315 + }, + "9": { + "Dice": 0.5987018691132693, + "FN": 1743, + "FP": 6480, + "IoU": 0.42724803231872954, + "TN": 511339, + "TP": 6134, + "n_pred": 12614, + "n_ref": 7877 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "FN": 0, + "FP": 232, + "IoU": 0.0, + "TN": 350232, + "TP": 0, + "n_pred": 232, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1123, + "IoU": 0.0, + "TN": 524573, + "TP": 0, + "n_pred": 1123, + "n_ref": 0 + }, + "10": { + "Dice": 0.8387345679012346, + "FN": 1099, + "FP": 573, + "IoU": 0.7222591362126246, + "TN": 519676, + "TP": 4348, + "n_pred": 4921, + "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": 0.697554595537236, + "FN": 3752, + "FP": 3879, + "IoU": 0.535573002251841, + "TN": 509265, + "TP": 8800, + "n_pred": 12679, + "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": 0.9162878787878788, + "FN": 1925, + "FP": 2053, + "IoU": 0.8455085634393569, + "TN": 499947, + "TP": 21771, + "n_pred": 23824, + "n_ref": 23696 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9563653887428777, + "FN": 4357, + "FP": 6418, + "IoU": 0.9163795244303719, + "TN": 396840, + "TP": 118081, + "n_pred": 124499, + "n_ref": 122438 + }, + "7": { + "Dice": 0.7940926390800874, + "FN": 12315, + "FP": 8027, + "IoU": 0.658502190810348, + "TN": 466129, + "TP": 39225, + "n_pred": 47252, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.5227494456762749, + "FN": 5310, + "FP": 71, + "IoU": 0.35386647454370795, + "TN": 692600, + "TP": 2947, + "n_pred": 3018, + "n_ref": 8257 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.11158553942499289, + "FN": 3081, + "FP": 40, + "IoU": 0.05908953873982514, + "TN": 697611, + "TP": 196, + "n_pred": 236, + "n_ref": 3277 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "14": { + "Dice": 0.11301490600894079, + "FN": 62897, + "FP": 0, + "IoU": 0.059891785244529476, + "TN": 634024, + "TP": 4007, + "n_pred": 4007, + "n_ref": 66904 + }, + "15": { + "Dice": 0.2723258096172718, + "FN": 12413, + "FP": 5383, + "IoU": 0.15762567452428286, + "TN": 679802, + "TP": 3330, + "n_pred": 8713, + "n_ref": 15743 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1135, + "IoU": 0.0, + "TN": 699793, + "TP": 0, + "n_pred": 1135, + "n_ref": 0 + }, + "3": { + "Dice": 0.5473548387096774, + "FN": 6795, + "FP": 221, + "IoU": 0.3767987209095754, + "TN": 689670, + "TP": 4242, + "n_pred": 4463, + "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": 0.6792963464140731, + "FN": 620, + "FP": 2698, + "IoU": 0.514344262295082, + "TN": 694096, + "TP": 3514, + "n_pred": 6212, + "n_ref": 4134 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 146, + "IoU": 0.0, + "TN": 700782, + "TP": 0, + "n_pred": 146, + "n_ref": 0 + }, + "8": { + "Dice": 0.9575266295973739, + "FN": 1198, + "FP": 70, + "IoU": 0.9185142343037079, + "TN": 685367, + "TP": 14293, + "n_pred": 14363, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6998, + "IoU": 0.0, + "TN": 518698, + "TP": 0, + "n_pred": 6998, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 519, + "IoU": 0.0, + "TN": 525177, + "TP": 0, + "n_pred": 519, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 4830, + "FP": 0, + "IoU": 0.0, + "TN": 520866, + "TP": 0, + "n_pred": 0, + "n_ref": 4830 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 546, + "IoU": 0.0, + "TN": 525150, + "TP": 0, + "n_pred": 546, + "n_ref": 0 + }, + "13": { + "Dice": 0.8915145005370569, + "FN": 70, + "FP": 31, + "IoU": 0.8042635658914729, + "TN": 525180, + "TP": 415, + "n_pred": 446, + "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": 0.9673670093875727, + "FN": 228, + "FP": 429, + "IoU": 0.9367965367965368, + "TN": 515301, + "TP": 9738, + "n_pred": 10167, + "n_ref": 9966 + }, + "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": 924, + "IoU": 0.0, + "TN": 524772, + "TP": 0, + "n_pred": 924, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9553857498026063, + "FN": 3862, + "FP": 2975, + "IoU": 0.9145823442692587, + "TN": 445654, + "TP": 73205, + "n_pred": 76180, + "n_ref": 77067 + }, + "7": { + "Dice": 0.0, + "FN": 5, + "FP": 38, + "IoU": 0.0, + "TN": 525653, + "TP": 0, + "n_pred": 38, + "n_ref": 5 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9307898040499972, + "FN": 2034, + "FP": 502, + "IoU": 0.8705395885445913, + "TN": 506107, + "TP": 17053, + "n_pred": 17555, + "n_ref": 19087 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9661357248025699, + "FN": 515, + "FP": 2521, + "IoU": 0.9344899016053858, + "TN": 304120, + "TP": 43308, + "n_pred": 45829, + "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": 0.960605014952841, + "FN": 1146, + "FP": 224, + "IoU": 0.9241963149449455, + "TN": 332391, + "TP": 16703, + "n_pred": 16927, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9597605586963751, + "FN": 71, + "FP": 50, + "IoU": 0.9226342710997443, + "TN": 524132, + "TP": 1443, + "n_pred": 1493, + "n_ref": 1514 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 525628, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9160883167319932, + "FN": 2458, + "FP": 6876, + "IoU": 0.8451687816206354, + "TN": 465411, + "TP": 50951, + "n_pred": 57827, + "n_ref": 53409 + }, + "15": { + "Dice": 0.0, + "FN": 13508, + "FP": 45, + "IoU": 0.0, + "TN": 512143, + "TP": 0, + "n_pred": 45, + "n_ref": 13508 + }, + "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": 2365, + "IoU": 0.0, + "TN": 523331, + "TP": 0, + "n_pred": 2365, + "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": 7043, + "IoU": 0.0, + "TN": 518653, + "TP": 0, + "n_pred": 7043, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.7157360406091371, + "FN": 310, + "FP": 474, + "IoU": 0.5573122529644269, + "TN": 699157, + "TP": 987, + "n_pred": 1461, + "n_ref": 1297 + }, + "11": { + "Dice": 0.0, + "FN": 3603, + "FP": 0, + "IoU": 0.0, + "TN": 697325, + "TP": 0, + "n_pred": 0, + "n_ref": 3603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9123646082430722, + "FN": 239, + "FP": 384, + "IoU": 0.838851526125194, + "TN": 697062, + "TP": 3243, + "n_pred": 3627, + "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": 0.965941578620261, + "FN": 163, + "FP": 385, + "IoU": 0.9341266979204231, + "TN": 692609, + "TP": 7771, + "n_pred": 8156, + "n_ref": 7934 + }, + "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": 119, + "IoU": 0.0, + "TN": 700809, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9482256648301146, + "FN": 1510, + "FP": 8573, + "IoU": 0.9015485861584127, + "TN": 598512, + "TP": 92333, + "n_pred": 100906, + "n_ref": 93843 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 579, + "IoU": 0.0, + "TN": 700349, + "TP": 0, + "n_pred": 579, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9009091743961797, + "FN": 3943, + "FP": 373, + "IoU": 0.8196858288770054, + "TN": 676992, + "TP": 19620, + "n_pred": 19993, + "n_ref": 23563 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.5810116310522044, + "FN": 1161, + "FP": 1937, + "IoU": 0.40945482272207395, + "TN": 520450, + "TP": 2148, + "n_pred": 4085, + "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": 0.8856015779092702, + "FN": 192, + "FP": 40, + "IoU": 0.7946902654867256, + "TN": 524566, + "TP": 898, + "n_pred": 938, + "n_ref": 1090 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 366, + "IoU": 0.0, + "TN": 525330, + "TP": 0, + "n_pred": 366, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9748541198941963, + "FN": 1587, + "FP": 3442, + "IoU": 0.9509418501429114, + "TN": 423185, + "TP": 97482, + "n_pred": 100924, + "n_ref": 99069 + }, + "7": { + "Dice": 0.9563090128755365, + "FN": 2789, + "FP": 2301, + "IoU": 0.9162760095402582, + "TN": 464901, + "TP": 55705, + "n_pred": 58006, + "n_ref": 58494 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 626, + "IoU": 0.0, + "TN": 525070, + "TP": 0, + "n_pred": 626, + "n_ref": 0 + }, + "9": { + "Dice": 0.7129689174705252, + "FN": 2461, + "FP": 217, + "IoU": 0.5539640239840107, + "TN": 519692, + "TP": 3326, + "n_pred": 3543, + "n_ref": 5787 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.6348972527067835, + "FN": 3457, + "FP": 1500, + "IoU": 0.46509118377036796, + "TN": 341197, + "TP": 4310, + "n_pred": 5810, + "n_ref": 7767 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8367729831144465, + "FN": 803, + "FP": 1111, + "IoU": 0.7193548387096774, + "TN": 343644, + "TP": 4906, + "n_pred": 6017, + "n_ref": 5709 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1155, + "IoU": 0.0, + "TN": 349309, + "TP": 0, + "n_pred": 1155, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9637531822039035, + "FN": 265, + "FP": 34, + "IoU": 0.9300421151146467, + "TN": 346190, + "TP": 3975, + "n_pred": 4009, + "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": 0.8926504629629629, + "FN": 118, + "FP": 624, + "IoU": 0.8061144499608048, + "TN": 346637, + "TP": 3085, + "n_pred": 3709, + "n_ref": 3203 + }, + "7": { + "Dice": 0.9482027776820484, + "FN": 1416, + "FP": 87, + "IoU": 0.9015072083879423, + "TN": 335204, + "TP": 13757, + "n_pred": 13844, + "n_ref": 15173 + }, + "8": { + "Dice": 0.93635406857586, + "FN": 1685, + "FP": 1762, + "IoU": 0.8803249661493594, + "TN": 321661, + "TP": 25356, + "n_pred": 27118, + "n_ref": 27041 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 350383, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.7098445595854922, + "FN": 99, + "FP": 13, + "IoU": 0.5502008032128514, + "TN": 350215, + "TP": 137, + "n_pred": 150, + "n_ref": 236 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9970517935162467, + "FN": 121, + "FP": 904, + "IoU": 0.9941209197749316, + "TN": 176117, + "TP": 173322, + "n_pred": 174226, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.856749879650643, + "FN": 1902, + "FP": 181, + "IoU": 0.7493984600577478, + "TN": 517384, + "TP": 6229, + "n_pred": 6410, + "n_ref": 8131 + }, + "6": { + "Dice": 0.9457381025305663, + "FN": 888, + "FP": 5667, + "IoU": 0.897061825719625, + "TN": 462017, + "TP": 57124, + "n_pred": 62791, + "n_ref": 58012 + }, + "7": { + "Dice": 0.0, + "FN": 130, + "FP": 0, + "IoU": 0.0, + "TN": 525566, + "TP": 0, + "n_pred": 0, + "n_ref": 130 + }, + "8": { + "Dice": 0.9578185448645951, + "FN": 506, + "FP": 846, + "IoU": 0.9190516105855586, + "TN": 508994, + "TP": 15350, + "n_pred": 16196, + "n_ref": 15856 + }, + "9": { + "Dice": 0.8559641885368209, + "FN": 4150, + "FP": 773, + "IoU": 0.7481970231701703, + "TN": 506145, + "TP": 14628, + "n_pred": 15401, + "n_ref": 18778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 1663, + "IoU": 0.0, + "TN": 338272, + "TP": 0, + "n_pred": 1663, + "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": 3691, + "IoU": 0.0, + "TN": 345301, + "TP": 0, + "n_pred": 3691, + "n_ref": 1472 + }, + "14": { + "Dice": 0.8202764976958525, + "FN": 1722, + "FP": 462, + "IoU": 0.6953125, + "TN": 343296, + "TP": 4984, + "n_pred": 5446, + "n_ref": 6706 + }, + "15": { + "Dice": 0.8045195820236174, + "FN": 6202, + "FP": 3002, + "IoU": 0.6729675952245594, + "TN": 322320, + "TP": 18940, + "n_pred": 21942, + "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": 0.0, + "FN": 1568, + "FP": 407, + "IoU": 0.0, + "TN": 348489, + "TP": 0, + "n_pred": 407, + "n_ref": 1568 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8822261475849941, + "FN": 1738, + "FP": 13397, + "IoU": 0.7892706970009189, + "TN": 278642, + "TP": 56687, + "n_pred": 70084, + "n_ref": 58425 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 13414, + "IoU": 0.0, + "TN": 337050, + "TP": 0, + "n_pred": 13414, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.8160384923817161, + "FN": 370, + "FP": 1924, + "IoU": 0.6892441072879978, + "TN": 518314, + "TP": 5088, + "n_pred": 7012, + "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": 0.7501162898874314, + "FN": 3058, + "FP": 2314, + "IoU": 0.6001488649050987, + "TN": 512261, + "TP": 8063, + "n_pred": 10377, + "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": 0.898436989078543, + "FN": 1540, + "FP": 13, + "IoU": 0.8156019947755877, + "TN": 517274, + "TP": 6869, + "n_pred": 6882, + "n_ref": 8409 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8637205987170349, + "FN": 2018, + "FP": 1806, + "IoU": 0.7601304729644963, + "TN": 509754, + "TP": 12118, + "n_pred": 13924, + "n_ref": 14136 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 525691, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "6": { + "Dice": 0.9330357801186608, + "FN": 1596, + "FP": 12027, + "IoU": 0.8744771031051323, + "TN": 417166, + "TP": 94907, + "n_pred": 106934, + "n_ref": 96503 + }, + "7": { + "Dice": 0.0, + "FN": 24, + "FP": 9, + "IoU": 0.0, + "TN": 525663, + "TP": 0, + "n_pred": 9, + "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": 0, + "IoU": 0.0, + "TN": 525672, + "TP": 0, + "n_pred": 0, + "n_ref": 24 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8612191958495461, + "FN": 20, + "FP": 87, + "IoU": 0.7562642369020501, + "TN": 350025, + "TP": 332, + "n_pred": 419, + "n_ref": 352 + }, + "10": { + "Dice": 0.8609741159784676, + "FN": 3677, + "FP": 636, + "IoU": 0.7558863482001359, + "TN": 332796, + "TP": 13355, + "n_pred": 13991, + "n_ref": 17032 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4735937116187669, + "FN": 2057, + "FP": 86, + "IoU": 0.31026713871902156, + "TN": 347357, + "TP": 964, + "n_pred": 1050, + "n_ref": 3021 + }, + "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": 0.960377358490566, + "FN": 328, + "FP": 50, + "IoU": 0.9237749546279492, + "TN": 345505, + "TP": 4581, + "n_pred": 4631, + "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": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 350455, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "7": { + "Dice": 0.9588734356728784, + "FN": 985, + "FP": 668, + "IoU": 0.920996033073651, + "TN": 329541, + "TP": 19270, + "n_pred": 19938, + "n_ref": 20255 + }, + "8": { + "Dice": 0.9255883887201203, + "FN": 1330, + "FP": 1095, + "IoU": 0.8614839778374365, + "TN": 332957, + "TP": 15082, + "n_pred": 16177, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.36827195467422097, + "FN": 115, + "FP": 331, + "IoU": 0.22569444444444445, + "TN": 525120, + "TP": 130, + "n_pred": 461, + "n_ref": 245 + }, + "10": { + "Dice": 0.5793010752688172, + "FN": 22521, + "FP": 7527, + "IoU": 0.4077578051087985, + "TN": 474960, + "TP": 20688, + "n_pred": 28215, + "n_ref": 43209 + }, + "11": { + "Dice": 0.0, + "FN": 385, + "FP": 0, + "IoU": 0.0, + "TN": 525311, + "TP": 0, + "n_pred": 0, + "n_ref": 385 + }, + "12": { + "Dice": 0.35621072982116964, + "FN": 2549, + "FP": 115, + "IoU": 0.2167009703028521, + "TN": 522295, + "TP": 737, + "n_pred": 852, + "n_ref": 3286 + }, + "13": { + "Dice": 0.5513294136011239, + "FN": 5748, + "FP": 11498, + "IoU": 0.3805761080382156, + "TN": 497854, + "TP": 10596, + "n_pred": 22094, + "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": 0.7842931937172775, + "FN": 193, + "FP": 631, + "IoU": 0.6451335055986219, + "TN": 523374, + "TP": 1498, + "n_pred": 2129, + "n_ref": 1691 + }, + "3": { + "Dice": 0.9256014805675509, + "FN": 2850, + "FP": 165, + "IoU": 0.8615066605420303, + "TN": 503926, + "TP": 18755, + "n_pred": 18920, + "n_ref": 21605 + }, + "4": { + "Dice": 0.0, + "FN": 2075, + "FP": 0, + "IoU": 0.0, + "TN": 523621, + "TP": 0, + "n_pred": 0, + "n_ref": 2075 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7783229008064061, + "FN": 467, + "FP": 7395, + "IoU": 0.6370937961595273, + "TN": 504032, + "TP": 13802, + "n_pred": 21197, + "n_ref": 14269 + }, + "7": { + "Dice": 0.4385046227030345, + "FN": 29234, + "FP": 29312, + "IoU": 0.28082351640522313, + "TN": 444289, + "TP": 22861, + "n_pred": 52173, + "n_ref": 52095 + }, + "8": { + "Dice": 0.947671726267044, + "FN": 293, + "FP": 724, + "IoU": 0.9005476237042832, + "TN": 515470, + "TP": 9209, + "n_pred": 9933, + "n_ref": 9502 + }, + "9": { + "Dice": 0.8583893607604274, + "FN": 3414, + "FP": 3305, + "IoU": 0.7519107927482185, + "TN": 498613, + "TP": 20364, + "n_pred": 23669, + "n_ref": 23778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0404.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 350430, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "10": { + "Dice": 0.3277805928553332, + "FN": 21036, + "FP": 190, + "IoU": 0.19601530245066476, + "TN": 324063, + "TP": 5175, + "n_pred": 5365, + "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": 0.0, + "FN": 0, + "FP": 6264, + "IoU": 0.0, + "TN": 344200, + "TP": 0, + "n_pred": 6264, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 104, + "IoU": 0.0, + "TN": 350360, + "TP": 0, + "n_pred": 104, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7994012509578202, + "FN": 248, + "FP": 11009, + "IoU": 0.6658354854988571, + "TN": 316777, + "TP": 22430, + "n_pred": 33439, + "n_ref": 22678 + }, + "7": { + "Dice": 0.0, + "FN": 22331, + "FP": 3091, + "IoU": 0.0, + "TN": 325042, + "TP": 0, + "n_pred": 3091, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.4505667479060775, + "FN": 1617.0177777777778, + "FP": 1554.6222222222225, + "IoU": 0.38356955668466114, + "TN": 459253.9977777777, + "TP": 4859.695555555556, + "n_pred": 6414.317777777778, + "n_ref": 6476.713333333334 + }, + "mean": { + "1": { + "Dice": 0.6368204848293469, + "FN": 305.3, + "FP": 1106.7333333333333, + "IoU": 0.5876069905279437, + "TN": 463518.8, + "TP": 2354.5, + "n_pred": 3461.233333333333, + "n_ref": 2659.8 + }, + "10": { + "Dice": 0.4804737275722297, + "FN": 1553.8, + "FP": 935.2333333333333, + "IoU": 0.38122647449396724, + "TN": 461536.86666666664, + "TP": 3259.4333333333334, + "n_pred": 4194.666666666667, + "n_ref": 4813.233333333334 + }, + "11": { + "Dice": 0.2115327555359066, + "FN": 84.63333333333334, + "FP": 18.6, + "IoU": 0.15540554637251053, + "TN": 467094.56666666665, + "TP": 87.53333333333333, + "n_pred": 106.13333333333334, + "n_ref": 172.16666666666666 + }, + "12": { + "Dice": 0.24234984051510866, + "FN": 85.06666666666666, + "FP": 65.23333333333333, + "IoU": 0.17588800419665157, + "TN": 466995.23333333334, + "TP": 139.8, + "n_pred": 205.03333333333333, + "n_ref": 224.86666666666667 + }, + "13": { + "Dice": 0.3419324874790816, + "FN": 2587.0666666666666, + "FP": 1277.0666666666666, + "IoU": 0.2567237365535814, + "TN": 460864.5333333333, + "TP": 2556.6666666666665, + "n_pred": 3833.733333333333, + "n_ref": 5143.733333333334 + }, + "14": { + "Dice": 0.49786506474052805, + "FN": 6381.533333333334, + "FP": 1783.7333333333333, + "IoU": 0.42916859799569423, + "TN": 451994.6666666667, + "TP": 7125.4, + "n_pred": 8909.133333333333, + "n_ref": 13506.933333333332 + }, + "15": { + "Dice": 0.22174247546024475, + "FN": 2936.3, + "FP": 1458.9, + "IoU": 0.15829936746167184, + "TN": 461219.5333333333, + "TP": 1670.6, + "n_pred": 3129.5, + "n_ref": 4606.9 + }, + "2": { + "Dice": 0.5530410637652499, + "FN": 1457.5333333333333, + "FP": 822.1333333333333, + "IoU": 0.48794532437840626, + "TN": 459440.0, + "TP": 5565.666666666667, + "n_pred": 6387.8, + "n_ref": 7023.2 + }, + "3": { + "Dice": 0.5332829329794537, + "FN": 1030.0666666666666, + "FP": 1582.3, + "IoU": 0.5017422240100506, + "TN": 456950.2, + "TP": 7722.766666666666, + "n_pred": 9305.066666666668, + "n_ref": 8752.833333333334 + }, + "4": { + "Dice": 0.38551905015688137, + "FN": 511.53333333333336, + "FP": 521.7333333333333, + "IoU": 0.3097556982028434, + "TN": 463927.1, + "TP": 2324.9666666666667, + "n_pred": 2846.7, + "n_ref": 2836.5 + }, + "5": { + "Dice": 0.262148292923845, + "FN": 111.33333333333333, + "FP": 236.16666666666666, + "IoU": 0.19507083242703274, + "TN": 466680.23333333334, + "TP": 257.6, + "n_pred": 493.76666666666665, + "n_ref": 368.93333333333334 + }, + "6": { + "Dice": 0.6252320486447441, + "FN": 1007.9, + "FP": 10320.6, + "IoU": 0.5782088850345847, + "TN": 431804.4666666667, + "TP": 24152.366666666665, + "n_pred": 34472.96666666667, + "n_ref": 25160.266666666666 + }, + "7": { + "Dice": 0.47306197658355875, + "FN": 5473.3, + "FP": 2402.4666666666667, + "IoU": 0.4046678666981098, + "TN": 448129.7, + "TP": 11279.866666666667, + "n_pred": 13682.333333333334, + "n_ref": 16753.166666666668 + }, + "8": { + "Dice": 0.7048249439163567, + "FN": 184.66666666666666, + "FP": 301.96666666666664, + "IoU": 0.6398856675137596, + "TN": 464588.3, + "TP": 2210.4, + "n_pred": 2512.366666666667, + "n_ref": 2395.0666666666666 + }, + "9": { + "Dice": 0.5886740734886241, + "FN": 545.2333333333333, + "FP": 486.46666666666664, + "IoU": 0.49194813440310825, + "TN": 464065.76666666666, + "TP": 2187.866666666667, + "n_pred": 2674.3333333333335, + "n_ref": 2733.1 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8264679387437557, + "FN": 2038, + "FP": 81, + "IoU": 0.7042568039078856, + "TN": 343299, + "TP": 5046, + "n_pred": 5127, + "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": 0.0, + "FN": 0, + "FP": 15020, + "IoU": 0.0, + "TN": 335444, + "TP": 0, + "n_pred": 15020, + "n_ref": 0 + }, + "3": { + "Dice": 0.8191277767309424, + "FN": 23303, + "FP": 2614, + "IoU": 0.6936633452714442, + "TN": 265861, + "TP": 58686, + "n_pred": 61300, + "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": 0.0, + "FN": 0, + "FP": 1183, + "IoU": 0.0, + "TN": 349281, + "TP": 0, + "n_pred": 1183, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": 0.5444112021187896, + "FN": 8258, + "FP": 1031, + "IoU": 0.3740144214569715, + "TN": 510857, + "TP": 5550, + "n_pred": 6581, + "n_ref": 13808 + }, + "11": { + "Dice": 0.3160377358490566, + "FN": 1140, + "FP": 20, + "IoU": 0.1876750700280112, + "TN": 524268, + "TP": 268, + "n_pred": 288, + "n_ref": 1408 + }, + "12": { + "Dice": 0.0, + "FN": 106, + "FP": 0, + "IoU": 0.0, + "TN": 525590, + "TP": 0, + "n_pred": 0, + "n_ref": 106 + }, + "13": { + "Dice": 0.36166863439590713, + "FN": 5292, + "FP": 4440, + "IoU": 0.22075426375210186, + "TN": 513207, + "TP": 2757, + "n_pred": 7197, + "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": 0.9520524684807063, + "FN": 3244, + "FP": 1274, + "IoU": 0.9084924958985681, + "TN": 476323, + "TP": 44855, + "n_pred": 46129, + "n_ref": 48099 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 652, + "IoU": 0.0, + "TN": 525044, + "TP": 0, + "n_pred": 652, + "n_ref": 0 + }, + "4": { + "Dice": 0.4599406528189911, + "FN": 342, + "FP": 22, + "IoU": 0.29865125240847784, + "TN": 525177, + "TP": 155, + "n_pred": 177, + "n_ref": 497 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 328, + "IoU": 0.0, + "TN": 525368, + "TP": 0, + "n_pred": 328, + "n_ref": 0 + }, + "6": { + "Dice": 0.9292736167841605, + "FN": 9390, + "FP": 4445, + "IoU": 0.8678908368664299, + "TN": 420972, + "TP": 90889, + "n_pred": 95334, + "n_ref": 100279 + }, + "7": { + "Dice": 0.8770101925254813, + "FN": 11982, + "FP": 6480, + "IoU": 0.780960064542154, + "TN": 441410, + "TP": 65824, + "n_pred": 72304, + "n_ref": 77806 + }, + "8": { + "Dice": 0.05440187189236619, + "FN": 9, + "FP": 3224, + "IoU": 0.027961515333734217, + "TN": 522370, + "TP": 93, + "n_pred": 3317, + "n_ref": 102 + }, + "9": { + "Dice": 0.8710660686896927, + "FN": 5330, + "FP": 1311, + "IoU": 0.7715828575359428, + "TN": 496622, + "TP": 22433, + "n_pred": 23744, + "n_ref": 27763 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9012579700155092, + "FN": 78, + "FP": 495, + "IoU": 0.8202634880803011, + "TN": 522508, + "TP": 2615, + "n_pred": 3110, + "n_ref": 2693 + }, + "10": { + "Dice": 0.70222583359935, + "FN": 4467, + "FP": 5794, + "IoU": 0.5411001788908766, + "TN": 503336, + "TP": 12099, + "n_pred": 17893, + "n_ref": 16566 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.71630074819085, + "FN": 1415, + "FP": 898, + "IoU": 0.5579973246703611, + "TN": 520463, + "TP": 2920, + "n_pred": 3818, + "n_ref": 4335 + }, + "13": { + "Dice": 0.30261333880987834, + "FN": 17695, + "FP": 9471, + "IoU": 0.1782819116757411, + "TN": 492636, + "TP": 5894, + "n_pred": 15365, + "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": 0.9648638474087088, + "FN": 1464, + "FP": 776, + "IoU": 0.9321129833919263, + "TN": 492700, + "TP": 30756, + "n_pred": 31532, + "n_ref": 32220 + }, + "4": { + "Dice": 0.8163508678945276, + "FN": 1701, + "FP": 1071, + "IoU": 0.6896899138027538, + "TN": 516763, + "TP": 6161, + "n_pred": 7232, + "n_ref": 7862 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9504332455717481, + "FN": 981, + "FP": 7039, + "IoU": 0.9055481621933554, + "TN": 440785, + "TP": 76891, + "n_pred": 83930, + "n_ref": 77872 + }, + "7": { + "Dice": 0.84560631108294, + "FN": 16025, + "FP": 2000, + "IoU": 0.7325112041076781, + "TN": 458310, + "TP": 49361, + "n_pred": 51361, + "n_ref": 65386 + }, + "8": { + "Dice": 0.6480446927374302, + "FN": 54, + "FP": 135, + "IoU": 0.4793388429752066, + "TN": 525333, + "TP": 174, + "n_pred": 309, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 221, + "IoU": 0.0, + "TN": 350243, + "TP": 0, + "n_pred": 221, + "n_ref": 0 + }, + "14": { + "Dice": 0.9353559129942025, + "FN": 1177, + "FP": 306, + "IoU": 0.8785620700949885, + "TN": 338252, + "TP": 10729, + "n_pred": 11035, + "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": 0.8891836385418449, + "FN": 2388, + "FP": 2792, + "IoU": 0.8004776211385871, + "TN": 324502, + "TP": 20782, + "n_pred": 23574, + "n_ref": 23170 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9810065516829464, + "FN": 2866, + "FP": 1268, + "IoU": 0.9627211571410537, + "TN": 239570, + "TP": 106760, + "n_pred": 108028, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8703921108241371, + "FN": 860, + "FP": 244, + "IoU": 0.7705258781958013, + "TN": 345653, + "TP": 3707, + "n_pred": 3951, + "n_ref": 4567 + }, + "10": { + "Dice": 0.774023012335441, + "FN": 1353, + "FP": 3007, + "IoU": 0.6313519912065613, + "TN": 338637, + "TP": 7467, + "n_pred": 10474, + "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": 0, + "IoU": 0.0, + "TN": 350358, + "TP": 0, + "n_pred": 0, + "n_ref": 106 + }, + "13": { + "Dice": 0.0836868049982804, + "FN": 13726, + "FP": 2260, + "IoU": 0.043670734625508495, + "TN": 333748, + "TP": 730, + "n_pred": 2990, + "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": 0.9324405710844227, + "FN": 2205, + "FP": 1609, + "IoU": 0.8734320037167319, + "TN": 320330, + "TP": 26320, + "n_pred": 27929, + "n_ref": 28525 + }, + "4": { + "Dice": 0.8842672067777353, + "FN": 5689, + "FP": 3682, + "IoU": 0.7925438887781984, + "TN": 305293, + "TP": 35800, + "n_pred": 39482, + "n_ref": 41489 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8267464673684853, + "FN": 3124, + "FP": 19571, + "IoU": 0.7046613919108844, + "TN": 273620, + "TP": 54149, + "n_pred": 73720, + "n_ref": 57273 + }, + "7": { + "Dice": 0.06283620027191582, + "FN": 88083, + "FP": 7041, + "IoU": 0.032437215831070156, + "TN": 252151, + "TP": 3189, + "n_pred": 10230, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.49363673061805513, + "FN": 17231, + "FP": 6602, + "IoU": 0.3277009873060649, + "TN": 315014, + "TP": 11617, + "n_pred": 18219, + "n_ref": 28848 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 241, + "IoU": 0.0, + "TN": 350223, + "TP": 0, + "n_pred": 241, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6831099195710456, + "FN": 5122, + "FP": 10244, + "IoU": 0.5187296416938111, + "TN": 318536, + "TP": 16562, + "n_pred": 26806, + "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": 3802, + "IoU": 0.0, + "TN": 346630, + "TP": 0, + "n_pred": 3802, + "n_ref": 32 + }, + "3": { + "Dice": 0.9391727493917275, + "FN": 19, + "FP": 6, + "IoU": 0.8853211009174312, + "TN": 350246, + "TP": 193, + "n_pred": 199, + "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": 0.838908659549229, + "FN": 1545, + "FP": 3208, + "IoU": 0.7225173682059665, + "TN": 333335, + "TP": 12376, + "n_pred": 15584, + "n_ref": 13921 + }, + "7": { + "Dice": 0.5629023670071155, + "FN": 17973, + "FP": 87, + "IoU": 0.39169389336117755, + "TN": 320775, + "TP": 11629, + "n_pred": 11716, + "n_ref": 29602 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7339321287526649, + "FN": 1848, + "FP": 5765, + "IoU": 0.5796941423287142, + "TN": 332351, + "TP": 10500, + "n_pred": 16265, + "n_ref": 12348 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9725082263029402, + "FN": 433, + "FP": 862, + "IoU": 0.9464876033057851, + "TN": 501496, + "TP": 22905, + "n_pred": 23767, + "n_ref": 23338 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 641, + "IoU": 0.0, + "TN": 525055, + "TP": 0, + "n_pred": 641, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 1394, + "IoU": 0.0, + "TN": 524302, + "TP": 0, + "n_pred": 1394, + "n_ref": 0 + }, + "14": { + "Dice": 0.9680762186305067, + "FN": 1163, + "FP": 2811, + "IoU": 0.9381276370486852, + "TN": 461467, + "TP": 60255, + "n_pred": 63066, + "n_ref": 61418 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 525653, + "TP": 0, + "n_pred": 43, + "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": 340, + "IoU": 0.0, + "TN": 525356, + "TP": 0, + "n_pred": 340, + "n_ref": 0 + }, + "6": { + "Dice": 0.5797737632956272, + "FN": 2460, + "FP": 29, + "IoU": 0.408226343319068, + "TN": 521490, + "TP": 1717, + "n_pred": 1746, + "n_ref": 4177 + }, + "7": { + "Dice": 0.940630495920913, + "FN": 3351, + "FP": 4312, + "IoU": 0.887915399017084, + "TN": 457328, + "TP": 60705, + "n_pred": 65017, + "n_ref": 64056 + }, + "8": { + "Dice": 0.9316708229426434, + "FN": 110, + "FP": 27, + "IoU": 0.8720821661998133, + "TN": 524625, + "TP": 934, + "n_pred": 961, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": 0.0, + "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": 0.9836610537751223, + "FN": 1302, + "FP": 202, + "IoU": 0.9678474463945956, + "TN": 303687, + "TP": 45273, + "n_pred": 45475, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.3333333333333333, + "FN": 2, + "FP": 70, + "IoU": 0.2, + "TN": 525606, + "TP": 18, + "n_pred": 88, + "n_ref": 20 + }, + "15": { + "Dice": 0.7381493454533815, + "FN": 16287, + "FP": 75, + "IoU": 0.5849736201298701, + "TN": 486272, + "TP": 23062, + "n_pred": 23137, + "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": 1023, + "IoU": 0.0, + "TN": 524411, + "TP": 0, + "n_pred": 1023, + "n_ref": 262 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 746, + "IoU": 0.0, + "TN": 524950, + "TP": 0, + "n_pred": 746, + "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": 2898, + "IoU": 0.0, + "TN": 522798, + "TP": 0, + "n_pred": 2898, + "n_ref": 0 + }, + "9": { + "Dice": 0.7031760012434589, + "FN": 5728, + "FP": 1, + "IoU": 0.5422293248102277, + "TN": 513181, + "TP": 6786, + "n_pred": 6787, + "n_ref": 12514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.08333333333333333, + "FN": 1, + "FP": 87, + "IoU": 0.043478260869565216, + "TN": 700836, + "TP": 4, + "n_pred": 91, + "n_ref": 5 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5552699228791774, + "FN": 41, + "FP": 305, + "IoU": 0.38434163701067614, + "TN": 700366, + "TP": 216, + "n_pred": 521, + "n_ref": 257 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 700901, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 10643, + "IoU": 0.0, + "TN": 690285, + "TP": 0, + "n_pred": 10643, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 88, + "FP": 41339, + "IoU": 0.0, + "TN": 659501, + "TP": 0, + "n_pred": 41339, + "n_ref": 88 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9497153700189753, + "FN": 1403, + "FP": 2095, + "IoU": 0.9042457091237579, + "TN": 664397, + "TP": 33033, + "n_pred": 35128, + "n_ref": 34436 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 700914, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "5": { + "Dice": 0.636981382244075, + "FN": 1842, + "FP": 4729, + "IoU": 0.4673313878080415, + "TN": 688592, + "TP": 5765, + "n_pred": 10494, + "n_ref": 7607 + }, + "6": { + "Dice": 0.8865601059301995, + "FN": 4267, + "FP": 13724, + "IoU": 0.7962352621385613, + "TN": 612635, + "TP": 70302, + "n_pred": 84026, + "n_ref": 74569 + }, + "7": { + "Dice": 0.8801012173152419, + "FN": 9472, + "FP": 13556, + "IoU": 0.7858756799479287, + "TN": 593383, + "TP": 84517, + "n_pred": 98073, + "n_ref": 93989 + }, + "8": { + "Dice": 0.9661578032341804, + "FN": 234, + "FP": 1187, + "IoU": 0.9345312140059894, + "TN": 679223, + "TP": 20284, + "n_pred": 21471, + "n_ref": 20518 + }, + "9": { + "Dice": 0.6610054347826086, + "FN": 984, + "FP": 14, + "IoU": 0.49365804160324706, + "TN": 698957, + "TP": 973, + "n_pred": 987, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 4697, + "FP": 0, + "IoU": 0.0, + "TN": 345767, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "FN": 0, + "FP": 131, + "IoU": 0.0, + "TN": 350333, + "TP": 0, + "n_pred": 131, + "n_ref": 0 + }, + "13": { + "Dice": 0.3408450704225352, + "FN": 6437, + "FP": 115, + "IoU": 0.20543293718166383, + "TN": 342218, + "TP": 1694, + "n_pred": 1809, + "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": 0.9198123912550117, + "FN": 7183, + "FP": 3417, + "IoU": 0.8515302192030254, + "TN": 279069, + "TP": 60795, + "n_pred": 64212, + "n_ref": 67978 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2192, + "IoU": 0.0, + "TN": 348272, + "TP": 0, + "n_pred": 2192, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2419, + "IoU": 0.0, + "TN": 348045, + "TP": 0, + "n_pred": 2419, + "n_ref": 0 + }, + "5": { + "Dice": 0.6737600823751502, + "FN": 1236, + "FP": 665, + "IoU": 0.5080227743271222, + "TN": 346600, + "TP": 1963, + "n_pred": 2628, + "n_ref": 3199 + }, + "6": { + "Dice": 0.12009661835748792, + "FN": 140, + "FP": 18074, + "IoU": 0.06388446317520687, + "TN": 331007, + "TP": 1243, + "n_pred": 19317, + "n_ref": 1383 + }, + "7": { + "Dice": 0.023248699908228816, + "FN": 298, + "FP": 6088, + "IoU": 0.011761064685855771, + "TN": 344002, + "TP": 76, + "n_pred": 6164, + "n_ref": 374 + }, + "8": { + "Dice": 0.8790459064946055, + "FN": 3638, + "FP": 936, + "IoU": 0.7841943854682708, + "TN": 329269, + "TP": 16621, + "n_pred": 17557, + "n_ref": 20259 + }, + "9": { + "Dice": 0.8563303994583615, + "FN": 662, + "FP": 399, + "IoU": 0.7487568079564291, + "TN": 346241, + "TP": 3162, + "n_pred": 3561, + "n_ref": 3824 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.0, + "FN": 0, + "FP": 496, + "IoU": 0.0, + "TN": 525200, + "TP": 0, + "n_pred": 496, + "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": 37, + "IoU": 0.0, + "TN": 525659, + "TP": 0, + "n_pred": 37, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.8675187371012708, + "FN": 1264, + "FP": 2395, + "IoU": 0.7660336338640578, + "TN": 334825, + "TP": 11980, + "n_pred": 14375, + "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": 0.2898355611116453, + "FN": 14670, + "FP": 100, + "IoU": 0.16947818263607736, + "TN": 332680, + "TP": 3014, + "n_pred": 3114, + "n_ref": 17684 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1029, + "IoU": 0.0, + "TN": 349435, + "TP": 0, + "n_pred": 1029, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8643846119153926, + "FN": 2710, + "FP": 297, + "IoU": 0.7611596505162828, + "TN": 337874, + "TP": 9583, + "n_pred": 9880, + "n_ref": 12293 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2434, + "IoU": 0.0, + "TN": 348030, + "TP": 0, + "n_pred": 2434, + "n_ref": 0 + }, + "4": { + "Dice": 0.43548387096774194, + "FN": 70, + "FP": 0, + "IoU": 0.27835051546391754, + "TN": 350367, + "TP": 27, + "n_pred": 27, + "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": 0.22751137556877843, + "FN": 6616, + "FP": 5, + "IoU": 0.1283570300157978, + "TN": 342868, + "TP": 975, + "n_pred": 980, + "n_ref": 7591 + }, + "8": { + "Dice": 0.6804123711340206, + "FN": 26, + "FP": 5, + "IoU": 0.515625, + "TN": 350400, + "TP": 33, + "n_pred": 38, + "n_ref": 59 + }, + "9": { + "Dice": 0.6579879945035076, + "FN": 168, + "FP": 4561, + "IoU": 0.4902996335417116, + "TN": 341186, + "TP": 4549, + "n_pred": 9110, + "n_ref": 4717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.23793103448275862, + "FN": 39, + "FP": 403, + "IoU": 0.1350293542074364, + "TN": 525185, + "TP": 69, + "n_pred": 472, + "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": 0.9270029673590504, + "FN": 3, + "FP": 243, + "IoU": 0.8639380530973452, + "TN": 523888, + "TP": 1562, + "n_pred": 1805, + "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": 0.9651708413191461, + "FN": 418, + "FP": 109, + "IoU": 0.9326861668156853, + "TN": 517867, + "TP": 7302, + "n_pred": 7411, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 18057, + "IoU": 0.0, + "TN": 332407, + "TP": 0, + "n_pred": 18057, + "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": 449, + "IoU": 0.0, + "TN": 350015, + "TP": 0, + "n_pred": 449, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6098441631655951, + "FN": 28316, + "FP": 751, + "IoU": 0.43868762552139656, + "TN": 298680, + "TP": 22717, + "n_pred": 23468, + "n_ref": 51033 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 30861, + "IoU": 0.0, + "TN": 319603, + "TP": 0, + "n_pred": 30861, + "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": 0.9479305740987984, + "FN": 40, + "FP": 272, + "IoU": 0.9010152284263959, + "TN": 347312, + "TP": 2840, + "n_pred": 3112, + "n_ref": 2880 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7575, + "IoU": 0.0, + "TN": 342889, + "TP": 0, + "n_pred": 7575, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": 0.8046613192657773, + "FN": 11725, + "FP": 6345, + "IoU": 0.6731659672985096, + "TN": 470408, + "TP": 37218, + "n_pred": 43563, + "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": 0.7694224166742625, + "FN": 6857, + "FP": 732, + "IoU": 0.6252530739222755, + "TN": 505445, + "TP": 12662, + "n_pred": 13394, + "n_ref": 19519 + }, + "14": { + "Dice": 0.43333141949436377, + "FN": 177465, + "FP": 189, + "IoU": 0.27659418519423407, + "TN": 280116, + "TP": 67926, + "n_pred": 68115, + "n_ref": 245391 + }, + "15": { + "Dice": 0.16807959656535368, + "FN": 29752, + "FP": 767, + "IoU": 0.09175049104219987, + "TN": 492094, + "TP": 3083, + "n_pred": 3850, + "n_ref": 32835 + }, + "2": { + "Dice": 0.0, + "FN": 209, + "FP": 0, + "IoU": 0.0, + "TN": 525487, + "TP": 0, + "n_pred": 0, + "n_ref": 209 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 525545, + "TP": 0, + "n_pred": 151, + "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": 140515, + "IoU": 0.0, + "TN": 385181, + "TP": 0, + "n_pred": 140515, + "n_ref": 0 + }, + "7": { + "Dice": 0.13415168785620343, + "FN": 30, + "FP": 1945, + "IoU": 0.0718984962406015, + "TN": 523568, + "TP": 153, + "n_pred": 2098, + "n_ref": 183 + }, + "8": { + "Dice": 0.9567084574357554, + "FN": 562, + "FP": 63, + "IoU": 0.9170096932678263, + "TN": 518165, + "TP": 6906, + "n_pred": 6969, + "n_ref": 7468 + }, + "9": { + "Dice": 0.9298413566739606, + "FN": 1082, + "FP": 970, + "IoU": 0.8688817891373802, + "TN": 510046, + "TP": 13598, + "n_pred": 14568, + "n_ref": 14680 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9779561367813995, + "FN": 970, + "FP": 601, + "IoU": 0.9568631758148219, + "TN": 664509, + "TP": 34848, + "n_pred": 35449, + "n_ref": 35818 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 700894, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "11": { + "Dice": 0.7416260418304765, + "FN": 1399, + "FP": 244, + "IoU": 0.5893526618345414, + "TN": 696927, + "TP": 2358, + "n_pred": 2602, + "n_ref": 3757 + }, + "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": 0.9646092724038765, + "FN": 2026, + "FP": 103, + "IoU": 0.9316379282663841, + "TN": 669785, + "TP": 29014, + "n_pred": 29117, + "n_ref": 31040 + }, + "3": { + "Dice": 0.9730288923372497, + "FN": 370, + "FP": 360, + "IoU": 0.9474744567563679, + "TN": 687030, + "TP": 13168, + "n_pred": 13528, + "n_ref": 13538 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 217, + "IoU": 0.0, + "TN": 700711, + "TP": 0, + "n_pred": 217, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9679751670222143, + "FN": 1124, + "FP": 1383, + "IoU": 0.9379378635969798, + "TN": 660533, + "TP": 37888, + "n_pred": 39271, + "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": 529, + "IoU": 0.0, + "TN": 700399, + "TP": 0, + "n_pred": 529, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9865314215037323, + "FN": 2025, + "FP": 142, + "IoU": 0.9734208266895621, + "TN": 444166, + "TP": 79363, + "n_pred": 79505, + "n_ref": 81388 + }, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 72, + "IoU": 0.0, + "TN": 525624, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "13": { + "Dice": 0.6330736365921086, + "FN": 2669, + "FP": 251, + "IoU": 0.46313660599374884, + "TN": 520257, + "TP": 2519, + "n_pred": 2770, + "n_ref": 5188 + }, + "14": { + "Dice": 0.976219699294262, + "FN": 1178, + "FP": 1302, + "IoU": 0.9535441330735801, + "TN": 472312, + "TP": 50904, + "n_pred": 52206, + "n_ref": 52082 + }, + "15": { + "Dice": 0.18915159944367177, + "FN": 583, + "FP": 0, + "IoU": 0.10445468509984639, + "TN": 525045, + "TP": 68, + "n_pred": 68, + "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": 0.9666366719734201, + "FN": 489, + "FP": 475, + "IoU": 0.9354276910710697, + "TN": 510767, + "TP": 13965, + "n_pred": 14440, + "n_ref": 14454 + }, + "9": { + "Dice": 0.8598361922423119, + "FN": 232, + "FP": 675, + "IoU": 0.7541339116291678, + "TN": 522007, + "TP": 2782, + "n_pred": 3457, + "n_ref": 3014 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8571428571428571, + "FN": 5, + "FP": 8, + "IoU": 0.75, + "TN": 700876, + "TP": 39, + "n_pred": 47, + "n_ref": 44 + }, + "10": { + "Dice": 0.8541219851751515, + "FN": 1780, + "FP": 2097, + "IoU": 0.7453864845340513, + "TN": 685701, + "TP": 11350, + "n_pred": 13447, + "n_ref": 13130 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 700885, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "12": { + "Dice": 0.6716468590831919, + "FN": 819, + "FP": 148, + "IoU": 0.5056237218813906, + "TN": 698972, + "TP": 989, + "n_pred": 1137, + "n_ref": 1808 + }, + "13": { + "Dice": 0.8199435818636333, + "FN": 3360, + "FP": 4491, + "IoU": 0.6948342208574649, + "TN": 675201, + "TP": 17876, + "n_pred": 22367, + "n_ref": 21236 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6666666666666666, + "FN": 6, + "FP": 0, + "IoU": 0.5, + "TN": 700916, + "TP": 6, + "n_pred": 6, + "n_ref": 12 + }, + "3": { + "Dice": 0.9606088873812755, + "FN": 2135, + "FP": 3439, + "IoU": 0.924203483865704, + "TN": 627389, + "TP": 67965, + "n_pred": 71404, + "n_ref": 70100 + }, + "4": { + "Dice": 0.6686116700201207, + "FN": 2365, + "FP": 4223, + "IoU": 0.5021913253740365, + "TN": 687694, + "TP": 6646, + "n_pred": 10869, + "n_ref": 9011 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9663690609271984, + "FN": 1003, + "FP": 5766, + "IoU": 0.9349266013593409, + "TN": 596907, + "TP": 97252, + "n_pred": 103018, + "n_ref": 98255 + }, + "7": { + "Dice": 0.7461392873796527, + "FN": 8774, + "FP": 481, + "IoU": 0.5950735036751837, + "TN": 678072, + "TP": 13601, + "n_pred": 14082, + "n_ref": 22375 + }, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 12817, + "IoU": 0.0, + "TN": 337647, + "TP": 0, + "n_pred": 12817, + "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": 1127, + "IoU": 0.0, + "TN": 349337, + "TP": 0, + "n_pred": 1127, + "n_ref": 0 + }, + "14": { + "Dice": 0.8300789364353968, + "FN": 5350, + "FP": 3239, + "IoU": 0.7095170454545454, + "TN": 320896, + "TP": 20979, + "n_pred": 24218, + "n_ref": 26329 + }, + "15": { + "Dice": 0.21161590946912964, + "FN": 23509, + "FP": 178, + "IoU": 0.11832799821335517, + "TN": 323598, + "TP": 3179, + "n_pred": 3357, + "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": 41213, + "IoU": 0.0, + "TN": 309251, + "TP": 0, + "n_pred": 41213, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 19548, + "IoU": 0.0, + "TN": 330916, + "TP": 0, + "n_pred": 19548, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.0, + "FN": 0, + "FP": 33185, + "IoU": 0.0, + "TN": 317279, + "TP": 0, + "n_pred": 33185, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "FN": 0, + "FP": 45774, + "IoU": 0.0, + "TN": 304690, + "TP": 0, + "n_pred": 45774, + "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": 237, + "IoU": 0.0, + "TN": 350227, + "TP": 0, + "n_pred": 237, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 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": 0.5022551272232151, + "FN": 5111, + "FP": 738, + "IoU": 0.3353409090909091, + "TN": 692128, + "TP": 2951, + "n_pred": 3689, + "n_ref": 8062 + }, + "15": { + "Dice": 0.6886858282106663, + "FN": 17869, + "FP": 869, + "IoU": 0.525187512669775, + "TN": 661464, + "TP": 20726, + "n_pred": 21595, + "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": 0.9284621270084162, + "FN": 163, + "FP": 959, + "IoU": 0.8664762584791146, + "TN": 692525, + "TP": 7281, + "n_pred": 8240, + "n_ref": 7444 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1616, + "IoU": 0.0, + "TN": 699312, + "TP": 0, + "n_pred": 1616, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.6417525773195877, + "FN": 532, + "FP": 24, + "IoU": 0.47248576850094876, + "TN": 524642, + "TP": 498, + "n_pred": 522, + "n_ref": 1030 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 525686, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8447883477469277, + "FN": 1784, + "FP": 2990, + "IoU": 0.731284475965327, + "TN": 507930, + "TP": 12992, + "n_pred": 15982, + "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": 0.08687164470473402, + "FN": 2530, + "FP": 1212, + "IoU": 0.045408163265306126, + "TN": 521776, + "TP": 178, + "n_pred": 1390, + "n_ref": 2708 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9693415451498958, + "FN": 1109, + "FP": 4307, + "IoU": 0.9405070521551914, + "TN": 434660, + "TP": 85620, + "n_pred": 89927, + "n_ref": 86729 + }, + "7": { + "Dice": 0.8121307601417881, + "FN": 293, + "FP": 1138, + "IoU": 0.6836870026525199, + "TN": 521172, + "TP": 3093, + "n_pred": 4231, + "n_ref": 3386 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7909133055169216, + "FN": 323, + "FP": 128, + "IoU": 0.6541411042944786, + "TN": 524392, + "TP": 853, + "n_pred": 981, + "n_ref": 1176 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9624796084828712, + "FN": 78, + "FP": 37, + "IoU": 0.9276729559748428, + "TN": 699338, + "TP": 1475, + "n_pred": 1512, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.5266966628413953, + "FN": 1029.4244444444446, + "FP": 1013.0444444444445, + "IoU": 0.449248428110822, + "TN": 470971.99555555556, + "TP": 5953.002222222222, + "n_pred": 6966.046666666665, + "n_ref": 6982.426666666666 + }, + "mean": { + "1": { + "Dice": 0.7409010535734489, + "FN": 862.4666666666667, + "FP": 846.0333333333333, + "IoU": 0.6861768560394182, + "TN": 463783.56666666665, + "TP": 13475.4, + "n_pred": 14321.433333333332, + "n_ref": 14337.866666666667 + }, + "10": { + "Dice": 0.4371353106788677, + "FN": 646.2, + "FP": 1185.2, + "IoU": 0.35788333614756196, + "TN": 474544.5, + "TP": 2591.5666666666666, + "n_pred": 3776.766666666667, + "n_ref": 3237.766666666667 + }, + "11": { + "Dice": 0.21868851699908254, + "FN": 241.5, + "FP": 41.13333333333333, + "IoU": 0.14394553070345162, + "TN": 478561.5, + "TP": 123.33333333333333, + "n_pred": 164.46666666666667, + "n_ref": 364.8333333333333 + }, + "12": { + "Dice": 0.3127459802611454, + "FN": 180.56666666666666, + "FP": 197.83333333333334, + "IoU": 0.22287045006681244, + "TN": 478323.3333333333, + "TP": 265.73333333333335, + "n_pred": 463.56666666666666, + "n_ref": 446.3 + }, + "13": { + "Dice": 0.329527688123341, + "FN": 1588.3666666666666, + "FP": 923.6666666666666, + "IoU": 0.2492258967276153, + "TN": 474507.7, + "TP": 1947.7333333333333, + "n_pred": 2871.4, + "n_ref": 3536.1 + }, + "14": { + "Dice": 0.5463215766475361, + "FN": 365.1666666666667, + "FP": 1579.3, + "IoU": 0.473907392488258, + "TN": 473470.9666666667, + "TP": 3552.0333333333333, + "n_pred": 5131.333333333333, + "n_ref": 3917.2 + }, + "15": { + "Dice": 0.4982574924900961, + "FN": 863.3666666666667, + "FP": 868.0666666666667, + "IoU": 0.3680476572998669, + "TN": 475763.26666666666, + "TP": 1472.7666666666667, + "n_pred": 2340.8333333333335, + "n_ref": 2336.133333333333 + }, + "2": { + "Dice": 0.5616574887837534, + "FN": 506.6666666666667, + "FP": 572.9666666666667, + "IoU": 0.5186618697300278, + "TN": 473905.3, + "TP": 3982.5333333333333, + "n_pred": 4555.5, + "n_ref": 4489.2 + }, + "3": { + "Dice": 0.6141423606761509, + "FN": 1904.8, + "FP": 970.9666666666667, + "IoU": 0.5712109471836229, + "TN": 464931.43333333335, + "TP": 11160.266666666666, + "n_pred": 12131.233333333334, + "n_ref": 13065.066666666668 + }, + "4": { + "Dice": 0.37351751361538593, + "FN": 308.93333333333334, + "FP": 781.4666666666667, + "IoU": 0.31103128075687275, + "TN": 477023.86666666664, + "TP": 853.2, + "n_pred": 1634.6666666666667, + "n_ref": 1162.1333333333334 + }, + "5": { + "Dice": 0.40563041831448055, + "FN": 386.6, + "FP": 169.53333333333333, + "IoU": 0.31382091855924477, + "TN": 477999.63333333336, + "TP": 411.7, + "n_pred": 581.2333333333333, + "n_ref": 798.3 + }, + "6": { + "Dice": 0.6795212613545947, + "FN": 1865.4666666666667, + "FP": 4352.2, + "IoU": 0.6244883779508246, + "TN": 441772.1666666667, + "TP": 30977.633333333335, + "n_pred": 35329.833333333336, + "n_ref": 32843.1 + }, + "7": { + "Dice": 0.6242179867654626, + "FN": 3825.4333333333334, + "FP": 1588.6, + "IoU": 0.5482486709125878, + "TN": 462040.3, + "TP": 11513.133333333333, + "n_pred": 13101.733333333334, + "n_ref": 15338.566666666668 + }, + "8": { + "Dice": 0.7877310312257081, + "FN": 733.0333333333333, + "FP": 676.3333333333334, + "IoU": 0.7081256354237443, + "TN": 473422.23333333334, + "TP": 4135.866666666667, + "n_pred": 4812.2, + "n_ref": 4868.9 + }, + "9": { + "Dice": 0.7704542631118747, + "FN": 1162.8, + "FP": 442.3666666666667, + "IoU": 0.6410816016724212, + "TN": 474530.1666666667, + "TP": 2832.133333333333, + "n_pred": 3274.5, + "n_ref": 3994.9333333333334 + } + }, + "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": 29504, + "IoU": 0.0, + "TN": 496192, + "TP": 0, + "n_pred": 29504, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9686550942458777, + "FN": 1818, + "FP": 3229, + "IoU": 0.939215473738724, + "TN": 442665, + "TP": 77984, + "n_pred": 81213, + "n_ref": 79802 + }, + "10": { + "Dice": 0.8726964901999088, + "FN": 448, + "FP": 1507, + "IoU": 0.774145101663586, + "TN": 517040, + "TP": 6701, + "n_pred": 8208, + "n_ref": 7149 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.40892193308550184, + "FN": 75, + "FP": 243, + "IoU": 0.2570093457943925, + "TN": 525268, + "TP": 110, + "n_pred": 353, + "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": 0.9542307361910489, + "FN": 1020, + "FP": 4308, + "IoU": 0.9124677586291873, + "TN": 464827, + "TP": 55541, + "n_pred": 59849, + "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": 0.9474463360473723, + "FN": 249, + "FP": 1810, + "IoU": 0.90014064697609, + "TN": 505077, + "TP": 18560, + "n_pred": 20370, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9699163280532245, + "FN": 2922, + "FP": 1957, + "IoU": 0.9415898479588172, + "TN": 442166, + "TP": 78651, + "n_pred": 80608, + "n_ref": 81573 + }, + "10": { + "Dice": 0.7929616251207038, + "FN": 2596, + "FP": 3193, + "IoU": 0.6569481481481482, + "TN": 508821, + "TP": 11086, + "n_pred": 14279, + "n_ref": 13682 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5475119291070212, + "FN": 1936, + "FP": 1383, + "IoU": 0.37694762530504977, + "TN": 520369, + "TP": 2008, + "n_pred": 3391, + "n_ref": 3944 + }, + "13": { + "Dice": 0.4026826278214466, + "FN": 1536, + "FP": 6747, + "IoU": 0.2520993227990971, + "TN": 514621, + "TP": 2792, + "n_pred": 9539, + "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": 41, + "IoU": 0.0, + "TN": 525655, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "3": { + "Dice": 0.9428792548641566, + "FN": 1344, + "FP": 2863, + "IoU": 0.8919314649746976, + "TN": 486767, + "TP": 34722, + "n_pred": 37585, + "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": 0.7586206896551724, + "FN": 42, + "FP": 0, + "IoU": 0.6111111111111112, + "TN": 525588, + "TP": 66, + "n_pred": 66, + "n_ref": 108 + }, + "7": { + "Dice": 0.9300054259359739, + "FN": 48, + "FP": 81, + "IoU": 0.8691683569979716, + "TN": 524710, + "TP": 857, + "n_pred": 938, + "n_ref": 905 + }, + "8": { + "Dice": 0.9413712743775298, + "FN": 645, + "FP": 311, + "IoU": 0.889236473178079, + "TN": 517065, + "TP": 7675, + "n_pred": 7986, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9367040195815963, + "FN": 833, + "FP": 822, + "IoU": 0.8809438169915833, + "TN": 336563, + "TP": 12246, + "n_pred": 13068, + "n_ref": 13079 + }, + "10": { + "Dice": 0.8412010276172126, + "FN": 678, + "FP": 1300, + "IoU": 0.7259248995427463, + "TN": 343247, + "TP": 5239, + "n_pred": 6539, + "n_ref": 5917 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7267315397824843, + "FN": 1351, + "FP": 1036, + "IoU": 0.5707606545585326, + "TN": 344903, + "TP": 3174, + "n_pred": 4210, + "n_ref": 4525 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1204, + "IoU": 0.0, + "TN": 349260, + "TP": 0, + "n_pred": 1204, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9701075909916258, + "FN": 346, + "FP": 757, + "IoU": 0.9419504236619125, + "TN": 331463, + "TP": 17898, + "n_pred": 18655, + "n_ref": 18244 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7831498324557205, + "FN": 211, + "FP": 242, + "IoU": 0.6435877261998426, + "TN": 349193, + "TP": 818, + "n_pred": 1060, + "n_ref": 1029 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 134, + "IoU": 0.0, + "TN": 350330, + "TP": 0, + "n_pred": 134, + "n_ref": 0 + }, + "7": { + "Dice": 0.9085686291974704, + "FN": 2437, + "FP": 1669, + "IoU": 0.8324560329701718, + "TN": 325957, + "TP": 20401, + "n_pred": 22070, + "n_ref": 22838 + }, + "8": { + "Dice": 0.94341897783137, + "FN": 745, + "FP": 475, + "IoU": 0.8928979018523395, + "TN": 339073, + "TP": 10171, + "n_pred": 10646, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.7678198973679854, + "FN": 5285, + "FP": 8741, + "IoU": 0.6231393411789994, + "TN": 488478, + "TP": 23192, + "n_pred": 31933, + "n_ref": 28477 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 525691, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7560177894682195, + "FN": 7618, + "FP": 6481, + "IoU": 0.6077400328297582, + "TN": 489753, + "TP": 21844, + "n_pred": 28325, + "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": 0.855451062347614, + "FN": 383, + "FP": 32, + "IoU": 0.7474132684114425, + "TN": 524053, + "TP": 1228, + "n_pred": 1260, + "n_ref": 1611 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 525654, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 252, + "IoU": 0.0, + "TN": 525444, + "TP": 0, + "n_pred": 252, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9146812192200187, + "FN": 231, + "FP": 410, + "IoU": 0.8427765513858229, + "TN": 521619, + "TP": 3436, + "n_pred": 3846, + "n_ref": 3667 + }, + "7": { + "Dice": 0.08362863217576187, + "FN": 1588, + "FP": 998, + "IoU": 0.04363905325443787, + "TN": 522992, + "TP": 118, + "n_pred": 1116, + "n_ref": 1706 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8714955635774772, + "FN": 900, + "FP": 2909, + "IoU": 0.7722571001494768, + "TN": 508971, + "TP": 12916, + "n_pred": 15825, + "n_ref": 13816 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.0, + "FN": 0, + "FP": 1921, + "IoU": 0.0, + "TN": 348543, + "TP": 0, + "n_pred": 1921, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 232, + "FP": 0, + "IoU": 0.0, + "TN": 350232, + "TP": 0, + "n_pred": 0, + "n_ref": 232 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5770867004774378, + "FN": 18861, + "FP": 3904, + "IoU": 0.40556701569313525, + "TN": 312167, + "TP": 15532, + "n_pred": 19436, + "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": 18760, + "IoU": 0.0, + "TN": 331704, + "TP": 0, + "n_pred": 18760, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7914513997356722, + "FN": 5516, + "FP": 22256, + "IoU": 0.65487759413446, + "TN": 269994, + "TP": 52698, + "n_pred": 74954, + "n_ref": 58214 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1942, + "IoU": 0.0, + "TN": 348522, + "TP": 0, + "n_pred": 1942, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6662650602409639, + "FN": 892, + "FP": 216, + "IoU": 0.4995483288166215, + "TN": 348250, + "TP": 1106, + "n_pred": 1322, + "n_ref": 1998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9762128404965601, + "FN": 1971, + "FP": 840, + "IoU": 0.9535310454274946, + "TN": 640436, + "TP": 57681, + "n_pred": 58521, + "n_ref": 59652 + }, + "10": { + "Dice": 0.7909995672868888, + "FN": 1505, + "FP": 3325, + "IoU": 0.6542591267000716, + "TN": 686958, + "TP": 9140, + "n_pred": 12465, + "n_ref": 10645 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 700841, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 273, + "IoU": 0.0, + "TN": 700655, + "TP": 0, + "n_pred": 273, + "n_ref": 0 + }, + "13": { + "Dice": 0.7121117483391063, + "FN": 3891, + "FP": 6249, + "IoU": 0.5529297650015431, + "TN": 678247, + "TP": 12541, + "n_pred": 18790, + "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": 0.8482142857142857, + "FN": 12, + "FP": 22, + "IoU": 0.7364341085271318, + "TN": 700799, + "TP": 95, + "n_pred": 117, + "n_ref": 107 + }, + "4": { + "Dice": 0.8799479449083614, + "FN": 125, + "FP": 982, + "IoU": 0.7856312935708752, + "TN": 695764, + "TP": 4057, + "n_pred": 5039, + "n_ref": 4182 + }, + "5": { + "Dice": 0.8848360052948963, + "FN": 673, + "FP": 893, + "IoU": 0.7934581904510684, + "TN": 693346, + "TP": 6016, + "n_pred": 6909, + "n_ref": 6689 + }, + "6": { + "Dice": 0.929640954965043, + "FN": 2362, + "FP": 7440, + "IoU": 0.8685318812199898, + "TN": 626370, + "TP": 64756, + "n_pred": 72196, + "n_ref": 67118 + }, + "7": { + "Dice": 0.723677010865317, + "FN": 1340, + "FP": 2195, + "IoU": 0.5670014698677119, + "TN": 692764, + "TP": 4629, + "n_pred": 6824, + "n_ref": 5969 + }, + "8": { + "Dice": 0.8196882421992302, + "FN": 2423, + "FP": 10787, + "IoU": 0.6944675733185308, + "TN": 657692, + "TP": 30026, + "n_pred": 40813, + "n_ref": 32449 + }, + "9": { + "Dice": 0.5371931381248152, + "FN": 11744, + "FP": 774, + "IoU": 0.36723449426275084, + "TN": 681145, + "TP": 7265, + "n_pred": 8039, + "n_ref": 19009 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 40, + "IoU": 0.0, + "TN": 525656, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 284, + "IoU": 0.0, + "TN": 525412, + "TP": 0, + "n_pred": 284, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 273, + "IoU": 0.0, + "TN": 525423, + "TP": 0, + "n_pred": 273, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 383, + "IoU": 0.0, + "TN": 525313, + "TP": 0, + "n_pred": 383, + "n_ref": 0 + }, + "10": { + "Dice": 0.8283400809716599, + "FN": 199, + "FP": 225, + "IoU": 0.7069799585348998, + "TN": 524249, + "TP": 1023, + "n_pred": 1248, + "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": 512, + "IoU": 0.0, + "TN": 525184, + "TP": 0, + "n_pred": 512, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 220, + "FP": 0, + "IoU": 0.0, + "TN": 525476, + "TP": 0, + "n_pred": 0, + "n_ref": 220 + }, + "6": { + "Dice": 0.8325188218201031, + "FN": 9679, + "FP": 3001, + "IoU": 0.7130897160312253, + "TN": 481501, + "TP": 31515, + "n_pred": 34516, + "n_ref": 41194 + }, + "7": { + "Dice": 0.37097146373355894, + "FN": 49064, + "FP": 4, + "IoU": 0.22772557722272063, + "TN": 462159, + "TP": 14469, + "n_pred": 14473, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9559871820024851, + "FN": 583, + "FP": 90, + "IoU": 0.9156852919067903, + "TN": 517714, + "TP": 7309, + "n_pred": 7399, + "n_ref": 7892 + }, + "10": { + "Dice": 0.7786746580308377, + "FN": 4323, + "FP": 256, + "IoU": 0.6375652999841697, + "TN": 513062, + "TP": 8055, + "n_pred": 8311, + "n_ref": 12378 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 130, + "FP": 0, + "IoU": 0.0, + "TN": 525566, + "TP": 0, + "n_pred": 0, + "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": 14687, + "IoU": 0.0, + "TN": 511009, + "TP": 0, + "n_pred": 14687, + "n_ref": 0 + }, + "3": { + "Dice": 0.841136804171558, + "FN": 18554, + "FP": 4722, + "IoU": 0.725829249905767, + "TN": 440800, + "TP": 61620, + "n_pred": 66342, + "n_ref": 80174 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5511162369223165, + "FN": 2416, + "FP": 3033, + "IoU": 0.38037298157834887, + "TN": 516902, + "TP": 3345, + "n_pred": 6378, + "n_ref": 5761 + }, + "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": 697, + "IoU": 0.0, + "TN": 524999, + "TP": 0, + "n_pred": 697, + "n_ref": 0 + }, + "8": { + "Dice": 0.7670736328736427, + "FN": 13471, + "FP": 666, + "IoU": 0.6221568889482828, + "TN": 488281, + "TP": 23278, + "n_pred": 23944, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6025991792065664, + "FN": 998, + "FP": 164, + "IoU": 0.4312285854136074, + "TN": 523653, + "TP": 881, + "n_pred": 1045, + "n_ref": 1879 + }, + "10": { + "Dice": 0.0, + "FN": 144, + "FP": 10, + "IoU": 0.0, + "TN": 525542, + "TP": 0, + "n_pred": 10, + "n_ref": 144 + }, + "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": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 327, + "IoU": 0.0, + "TN": 525369, + "TP": 0, + "n_pred": 327, + "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": 80, + "IoU": 0.0, + "TN": 525616, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 88, + "IoU": 0.0, + "TN": 525608, + "TP": 0, + "n_pred": 88, + "n_ref": 0 + }, + "3": { + "Dice": 0.9154652617853349, + "FN": 1191, + "FP": 6848, + "IoU": 0.8441087496121625, + "TN": 474128, + "TP": 43529, + "n_pred": 50377, + "n_ref": 44720 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 520471, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "6": { + "Dice": 0.9040687834269853, + "FN": 1940, + "FP": 3728, + "IoU": 0.8249320484309365, + "TN": 493320, + "TP": 26708, + "n_pred": 30436, + "n_ref": 28648 + }, + "7": { + "Dice": 0.6670081967213115, + "FN": 1059, + "FP": 891, + "IoU": 0.5003843197540354, + "TN": 521793, + "TP": 1953, + "n_pred": 2844, + "n_ref": 3012 + }, + "8": { + "Dice": 0.8512147023035287, + "FN": 2948, + "FP": 4144, + "IoU": 0.7409693560758246, + "TN": 498317, + "TP": 20287, + "n_pred": 24431, + "n_ref": 23235 + }, + "9": { + "Dice": 0.8375656642121442, + "FN": 4577, + "FP": 2504, + "IoU": 0.7205272921024588, + "TN": 500359, + "TP": 18256, + "n_pred": 20760, + "n_ref": 22833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 3697, + "FP": 0, + "IoU": 0.0, + "TN": 521999, + "TP": 0, + "n_pred": 0, + "n_ref": 3697 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 525624, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.46153846153846156, + "FN": 5, + "FP": 2, + "IoU": 0.3, + "TN": 525686, + "TP": 3, + "n_pred": 5, + "n_ref": 8 + }, + "6": { + "Dice": 0.8878347201700495, + "FN": 8855, + "FP": 4126, + "IoU": 0.7982938653738579, + "TN": 461340, + "TP": 51375, + "n_pred": 55501, + "n_ref": 60230 + }, + "7": { + "Dice": 0.7489458725052316, + "FN": 7844, + "FP": 24308, + "IoU": 0.5986518537011609, + "TN": 445586, + "TP": 47958, + "n_pred": 72266, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.061213235294117645, + "FN": 3530, + "FP": 6684, + "IoU": 0.03157295913529914, + "TN": 515149, + "TP": 333, + "n_pred": 7017, + "n_ref": 3863 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.22738190552441953, + "FN": 956, + "FP": 9, + "IoU": 0.12827461607949414, + "TN": 524589, + "TP": 142, + "n_pred": 151, + "n_ref": 1098 + }, + "12": { + "Dice": 0.5954730121880442, + "FN": 266, + "FP": 1128, + "IoU": 0.42396694214876035, + "TN": 523276, + "TP": 1026, + "n_pred": 2154, + "n_ref": 1292 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1084, + "IoU": 0.0, + "TN": 524612, + "TP": 0, + "n_pred": 1084, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7211355609888617, + "FN": 12250, + "FP": 68, + "IoU": 0.56388741370154, + "TN": 497451, + "TP": 15927, + "n_pred": 15995, + "n_ref": 28177 + }, + "3": { + "Dice": 0.0, + "FN": 5, + "FP": 886, + "IoU": 0.0, + "TN": 524805, + "TP": 0, + "n_pred": 886, + "n_ref": 5 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5644028103044496, + "FN": 2848, + "FP": 500, + "IoU": 0.3931484502446982, + "TN": 520179, + "TP": 2169, + "n_pred": 2669, + "n_ref": 5017 + }, + "6": { + "Dice": 0.9001895513227858, + "FN": 11546, + "FP": 6831, + "IoU": 0.8184951801517067, + "TN": 424448, + "TP": 82871, + "n_pred": 89702, + "n_ref": 94417 + }, + "7": { + "Dice": 0.8353985229929046, + "FN": 4261, + "FP": 3696, + "IoU": 0.7173256598813457, + "TN": 497547, + "TP": 20192, + "n_pred": 23888, + "n_ref": 24453 + }, + "8": { + "Dice": 0.9050877899235128, + "FN": 697, + "FP": 2368, + "IoU": 0.8266304655240682, + "TN": 508017, + "TP": 14614, + "n_pred": 16982, + "n_ref": 15311 + }, + "9": { + "Dice": 0.8805293821477379, + "FN": 2997, + "FP": 325, + "IoU": 0.7865587252634284, + "TN": 510132, + "TP": 12242, + "n_pred": 12567, + "n_ref": 15239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9290627610600594, + "FN": 3385, + "FP": 606, + "IoU": 0.8675230697736175, + "TN": 495570, + "TP": 26135, + "n_pred": 26741, + "n_ref": 29520 + }, + "10": { + "Dice": 0.0, + "FN": 856, + "FP": 0, + "IoU": 0.0, + "TN": 524840, + "TP": 0, + "n_pred": 0, + "n_ref": 856 + }, + "11": { + "Dice": 0.5054617676266137, + "FN": 905, + "FP": 91, + "IoU": 0.3382059800664452, + "TN": 524191, + "TP": 509, + "n_pred": 600, + "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": 0.9794107495842616, + "FN": 1849, + "FP": 1432, + "IoU": 0.9596522295186798, + "TN": 444378, + "TP": 78037, + "n_pred": 79469, + "n_ref": 79886 + }, + "3": { + "Dice": 0.9066059225512528, + "FN": 16, + "FP": 66, + "IoU": 0.8291666666666667, + "TN": 525216, + "TP": 398, + "n_pred": 464, + "n_ref": 414 + }, + "4": { + "Dice": 0.9070757670632436, + "FN": 358, + "FP": 1126, + "IoU": 0.8299530193651885, + "TN": 516969, + "TP": 7243, + "n_pred": 8369, + "n_ref": 7601 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9905635031644255, + "FN": 2127, + "FP": 1280, + "IoU": 0.9813034363921723, + "TN": 343470, + "TP": 178819, + "n_pred": 180099, + "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": 0.8443396226415094, + "FN": 5, + "FP": 61, + "IoU": 0.7306122448979592, + "TN": 525451, + "TP": 179, + "n_pred": 240, + "n_ref": 184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6187374806844846, + "FN": 1132, + "FP": 32177, + "IoU": 0.4479506770306777, + "TN": 465359, + "TP": 27028, + "n_pred": 59205, + "n_ref": 28160 + }, + "15": { + "Dice": 0.7100073046018992, + "FN": 4178, + "FP": 4953, + "IoU": 0.5503963759909399, + "TN": 505387, + "TP": 11178, + "n_pred": 16131, + "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": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 525672, + "TP": 0, + "n_pred": 24, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9664300324870654, + "FN": 150, + "FP": 408, + "IoU": 0.9350407450523865, + "TN": 517106, + "TP": 8032, + "n_pred": 8440, + "n_ref": 8182 + }, + "9": { + "Dice": 0.9330633016565405, + "FN": 1076, + "FP": 213, + "IoU": 0.8745254550764139, + "TN": 515423, + "TP": 8984, + "n_pred": 9197, + "n_ref": 10060 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.802802487601354, + "FN": 1187, + "FP": 1318, + "IoU": 0.670568122041031, + "TN": 693324, + "TP": 5099, + "n_pred": 6417, + "n_ref": 6286 + }, + "11": { + "Dice": 0.5623516523644331, + "FN": 1742, + "FP": 655, + "IoU": 0.39116078232156465, + "TN": 696991, + "TP": 1540, + "n_pred": 2195, + "n_ref": 3282 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9226581265012009, + "FN": 227, + "FP": 256, + "IoU": 0.8564209274673008, + "TN": 697564, + "TP": 2881, + "n_pred": 3137, + "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": 0.9681949607600165, + "FN": 39, + "FP": 269, + "IoU": 0.9383506805444356, + "TN": 695932, + "TP": 4688, + "n_pred": 4957, + "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": 0.0, + "FN": 0, + "FP": 416, + "IoU": 0.0, + "TN": 700512, + "TP": 0, + "n_pred": 416, + "n_ref": 0 + }, + "6": { + "Dice": 0.9107163832369716, + "FN": 4452, + "FP": 2389, + "IoU": 0.8360691092952481, + "TN": 659197, + "TP": 34890, + "n_pred": 37279, + "n_ref": 39342 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.599388379204893, + "FN": 9, + "FP": 122, + "IoU": 0.4279475982532751, + "TN": 700699, + "TP": 98, + "n_pred": 220, + "n_ref": 107 + }, + "9": { + "Dice": 0.7591214110226981, + "FN": 1407, + "FP": 5162, + "IoU": 0.6117612293144208, + "TN": 684008, + "TP": 10351, + "n_pred": 15513, + "n_ref": 11758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8796428571428572, + "FN": 1257, + "FP": 91, + "IoU": 0.7851450430347465, + "TN": 344190, + "TP": 4926, + "n_pred": 5017, + "n_ref": 6183 + }, + "10": { + "Dice": 0.4536741214057508, + "FN": 338, + "FP": 4, + "IoU": 0.29338842975206614, + "TN": 349980, + "TP": 142, + "n_pred": 146, + "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": 0.0, + "FN": 0, + "FP": 8232, + "IoU": 0.0, + "TN": 342232, + "TP": 0, + "n_pred": 8232, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 29, + "IoU": 0.0, + "TN": 350435, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.021012643200569836, + "FN": 678, + "FP": 15815, + "IoU": 0.010617876424715057, + "TN": 333794, + "TP": 177, + "n_pred": 15992, + "n_ref": 855 + }, + "7": { + "Dice": 0.7861436427749255, + "FN": 34179, + "FP": 936, + "IoU": 0.647641410036425, + "TN": 250807, + "TP": 64542, + "n_pred": 65478, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8576985413290114, + "FN": 385, + "FP": 1810, + "IoU": 0.7508513053348468, + "TN": 341654, + "TP": 6615, + "n_pred": 8425, + "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": 0.6370274914089347, + "FN": 1582, + "FP": 108, + "IoU": 0.4673810274188465, + "TN": 347291, + "TP": 1483, + "n_pred": 1591, + "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": 0.9688823806286282, + "FN": 364, + "FP": 826, + "IoU": 0.9396429296003246, + "TN": 330748, + "TP": 18526, + "n_pred": 19352, + "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": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "7": { + "Dice": 0.9223102360993617, + "FN": 860, + "FP": 4191, + "IoU": 0.855821653869209, + "TN": 315431, + "TP": 29982, + "n_pred": 34173, + "n_ref": 30842 + }, + "8": { + "Dice": 0.958659217877095, + "FN": 337, + "FP": 107, + "IoU": 0.9206008583690987, + "TN": 344872, + "TP": 5148, + "n_pred": 5255, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8584114454859398, + "FN": 184, + "FP": 103, + "IoU": 0.7519446845289542, + "TN": 349307, + "TP": 870, + "n_pred": 973, + "n_ref": 1054 + }, + "10": { + "Dice": 0.8800569221386461, + "FN": 743, + "FP": 437, + "IoU": 0.7858050462878925, + "TN": 344955, + "TP": 4329, + "n_pred": 4766, + "n_ref": 5072 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5245398773006135, + "FN": 77, + "FP": 233, + "IoU": 0.35550935550935553, + "TN": 349983, + "TP": 171, + "n_pred": 404, + "n_ref": 248 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9237782856330891, + "FN": 8145, + "FP": 4729, + "IoU": 0.8583531379279993, + "TN": 259576, + "TP": 78014, + "n_pred": 82743, + "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": 0.8746788990825688, + "FN": 995, + "FP": 371, + "IoU": 0.77727050383173, + "TN": 344331, + "TP": 4767, + "n_pred": 5138, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 12, + "IoU": 0.0, + "TN": 350448, + "TP": 0, + "n_pred": 12, + "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": 0.7619047619047619, + "FN": 1705, + "FP": 50, + "IoU": 0.6153846153846154, + "TN": 345901, + "TP": 2808, + "n_pred": 2858, + "n_ref": 4513 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9839069265619256, + "FN": 1738, + "FP": 1633, + "IoU": 0.9683236233790641, + "TN": 244044, + "TP": 103049, + "n_pred": 104682, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9576559956592512, + "FN": 916, + "FP": 2986, + "IoU": 0.918752342481156, + "TN": 302438, + "TP": 44124, + "n_pred": 47110, + "n_ref": 45040 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 7974, + "IoU": 0.0, + "TN": 342490, + "TP": 0, + "n_pred": 7974, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4819490586932447, + "FN": 1112, + "FP": 1227, + "IoU": 0.31747884447038227, + "TN": 347037, + "TP": 1088, + "n_pred": 2315, + "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": 0.9408348876112831, + "FN": 160, + "FP": 2917, + "IoU": 0.8882797182484932, + "TN": 322922, + "TP": 24465, + "n_pred": 27382, + "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": 0.0, + "FN": 0, + "FP": 560, + "IoU": 0.0, + "TN": 349904, + "TP": 0, + "n_pred": 560, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 1023, + "IoU": 0.0, + "TN": 524673, + "TP": 0, + "n_pred": 1023, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 803, + "IoU": 0.0, + "TN": 524893, + "TP": 0, + "n_pred": 803, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8953629499235651, + "FN": 906, + "FP": 21682, + "IoU": 0.8105494468627599, + "TN": 406467, + "TP": 96641, + "n_pred": 118323, + "n_ref": 97547 + }, + "7": { + "Dice": 0.9470649584099986, + "FN": 4850, + "FP": 1393, + "IoU": 0.8994524077951361, + "TN": 463606, + "TP": 55847, + "n_pred": 57240, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.0, + "FN": 81, + "FP": 42, + "IoU": 0.0, + "TN": 525573, + "TP": 0, + "n_pred": 42, + "n_ref": 81 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 172, + "IoU": 0.0, + "TN": 525524, + "TP": 0, + "n_pred": 172, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 525672, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "13": { + "Dice": 0.1238401142041399, + "FN": 9728, + "FP": 92, + "IoU": 0.06600722845729504, + "TN": 515182, + "TP": 694, + "n_pred": 786, + "n_ref": 10422 + }, + "14": { + "Dice": 0.8987491548343476, + "FN": 2008, + "FP": 388, + "IoU": 0.8161166538756716, + "TN": 512666, + "TP": 10634, + "n_pred": 11022, + "n_ref": 12642 + }, + "15": { + "Dice": 0.4644239804548017, + "FN": 14128, + "FP": 121, + "IoU": 0.3024428452538307, + "TN": 505269, + "TP": 6178, + "n_pred": 6299, + "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": 0.7507980845969673, + "FN": 6564, + "FP": 930, + "IoU": 0.6010222009263696, + "TN": 506913, + "TP": 11289, + "n_pred": 12219, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9533351057131263, + "FN": 2890, + "FP": 445, + "IoU": 0.9108312611962247, + "TN": 488295, + "TP": 34066, + "n_pred": 34511, + "n_ref": 36956 + }, + "7": { + "Dice": 0.0, + "FN": 3031, + "FP": 477, + "IoU": 0.0, + "TN": 522188, + "TP": 0, + "n_pred": 477, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9564482662730753, + "FN": 540, + "FP": 3532, + "IoU": 0.9165317208158246, + "TN": 476911, + "TP": 44713, + "n_pred": 48245, + "n_ref": 45253 + }, + "10": { + "Dice": 0.3325942350332594, + "FN": 301, + "FP": 0, + "IoU": 0.19946808510638298, + "TN": 525320, + "TP": 75, + "n_pred": 75, + "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": 0.930590729977765, + "FN": 6829, + "FP": 1256, + "IoU": 0.8701913814141674, + "TN": 463412, + "TP": 54199, + "n_pred": 55455, + "n_ref": 61028 + }, + "15": { + "Dice": 0.5992031515802668, + "FN": 4548, + "FP": 13358, + "IoU": 0.4277587804800102, + "TN": 494405, + "TP": 13385, + "n_pred": 26743, + "n_ref": 17933 + }, + "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": 24, + "IoU": 0.0, + "TN": 525672, + "TP": 0, + "n_pred": 24, + "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": 0.901453957996769, + "FN": 55, + "FP": 6, + "IoU": 0.8205882352941176, + "TN": 525356, + "TP": 279, + "n_pred": 285, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9442091113445615, + "FN": 2855, + "FP": 2084, + "IoU": 0.8943145100892304, + "TN": 478963, + "TP": 41794, + "n_pred": 43878, + "n_ref": 44649 + }, + "10": { + "Dice": 0.600885100803147, + "FN": 702, + "FP": 4168, + "IoU": 0.42947516401124647, + "TN": 517160, + "TP": 3666, + "n_pred": 7834, + "n_ref": 4368 + }, + "11": { + "Dice": 0.454312810477194, + "FN": 3410, + "FP": 215, + "IoU": 0.29392286716010907, + "TN": 520562, + "TP": 1509, + "n_pred": 1724, + "n_ref": 4919 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1505, + "IoU": 0.0, + "TN": 524191, + "TP": 0, + "n_pred": 1505, + "n_ref": 0 + }, + "13": { + "Dice": 0.3075137800986365, + "FN": 4670, + "FP": 104, + "IoU": 0.1816935207404868, + "TN": 519862, + "TP": 1060, + "n_pred": 1164, + "n_ref": 5730 + }, + "14": { + "Dice": 0.8298520943886192, + "FN": 986, + "FP": 5042, + "IoU": 0.7091856426090313, + "TN": 504968, + "TP": 14700, + "n_pred": 19742, + "n_ref": 15686 + }, + "15": { + "Dice": 0.7176530258135128, + "FN": 3047, + "FP": 7530, + "IoU": 0.5596402847745535, + "TN": 501677, + "TP": 13442, + "n_pred": 20972, + "n_ref": 16489 + }, + "2": { + "Dice": 0.9690675765892738, + "FN": 679, + "FP": 572, + "IoU": 0.9399913656641243, + "TN": 504849, + "TP": 19596, + "n_pred": 20168, + "n_ref": 20275 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 119, + "IoU": 0.0, + "TN": 525577, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "4": { + "Dice": 0.43544857768052514, + "FN": 516, + "FP": 0, + "IoU": 0.2783216783216783, + "TN": 524981, + "TP": 199, + "n_pred": 199, + "n_ref": 715 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9501587579014827, + "FN": 609, + "FP": 2813, + "IoU": 0.9050499445061043, + "TN": 489656, + "TP": 32618, + "n_pred": 35431, + "n_ref": 33227 + }, + "7": { + "Dice": 0.8651273411951244, + "FN": 1119, + "FP": 242, + "IoU": 0.7623122598672721, + "TN": 519970, + "TP": 4365, + "n_pred": 4607, + "n_ref": 5484 + }, + "8": { + "Dice": 0.9127090944049221, + "FN": 566, + "FP": 342, + "IoU": 0.8394341290893015, + "TN": 520041, + "TP": 4747, + "n_pred": 5089, + "n_ref": 5313 + }, + "9": { + "Dice": 0.676654314452091, + "FN": 5579, + "FP": 529, + "IoU": 0.5113209056724538, + "TN": 513197, + "TP": 6391, + "n_pred": 6920, + "n_ref": 11970 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 23, + "IoU": 0.0, + "TN": 525669, + "TP": 0, + "n_pred": 23, + "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": 0.9663628170739961, + "FN": 2393, + "FP": 7050, + "IoU": 0.9349149131210929, + "TN": 380609, + "TP": 135644, + "n_pred": 142694, + "n_ref": 138037 + }, + "7": { + "Dice": 0.9719306095756032, + "FN": 1784, + "FP": 1478, + "IoU": 0.9453939769322196, + "TN": 465959, + "TP": 56475, + "n_pred": 57953, + "n_ref": 58259 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6983151730427687, + "FN": 5707, + "FP": 578, + "IoU": 0.5364702411682277, + "TN": 512137, + "TP": 7274, + "n_pred": 7852, + "n_ref": 12981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.4773712757016583, + "FN": 1923.4155555555556, + "FP": 966.4377777777779, + "IoU": 0.4031355957618833, + "TN": 464079.328888889, + "TP": 6157.217777777777, + "n_pred": 7123.655555555555, + "n_ref": 8080.633333333333 + }, + "mean": { + "1": { + "Dice": 0.8343058259553211, + "FN": 1031.3333333333333, + "FP": 488.4, + "IoU": 0.7700287382152159, + "TN": 460581.1666666667, + "TP": 11025.5, + "n_pred": 11513.9, + "n_ref": 12056.833333333334 + }, + "10": { + "Dice": 0.43440864291903764, + "FN": 1653.5666666666666, + "FP": 832.7, + "IoU": 0.34222782290552084, + "TN": 467304.76666666666, + "TP": 3335.366666666667, + "n_pred": 4168.066666666667, + "n_ref": 4988.933333333333 + }, + "11": { + "Dice": 0.205335439095921, + "FN": 114.06666666666666, + "FP": 20.633333333333333, + "IoU": 0.13560975791933091, + "TN": 472943.63333333336, + "TP": 48.06666666666667, + "n_pred": 68.7, + "n_ref": 162.13333333333333 + }, + "12": { + "Dice": 0.429601836633297, + "FN": 248.4, + "FP": 98.83333333333333, + "IoU": 0.3256116794143998, + "TN": 472476.9666666667, + "TP": 302.2, + "n_pred": 401.03333333333336, + "n_ref": 550.6 + }, + "13": { + "Dice": 0.3698036820657252, + "FN": 2201.133333333333, + "FP": 1502.0, + "IoU": 0.27601904462835664, + "TN": 467517.13333333336, + "TP": 1906.1333333333334, + "n_pred": 3408.133333333333, + "n_ref": 4107.266666666666 + }, + "14": { + "Dice": 0.46030711221198223, + "FN": 2349.2, + "FP": 1963.7, + "IoU": 0.38773997199550203, + "TN": 462802.43333333335, + "TP": 6011.066666666667, + "n_pred": 7974.766666666666, + "n_ref": 8360.266666666666 + }, + "15": { + "Dice": 0.14347985827607934, + "FN": 73.06666666666666, + "FP": 423.6333333333333, + "IoU": 0.10858985838972025, + "TN": 472293.23333333334, + "TP": 336.46666666666664, + "n_pred": 760.1, + "n_ref": 409.53333333333336 + }, + "2": { + "Dice": 0.5588117451674025, + "FN": 1000.2333333333333, + "FP": 119.33333333333333, + "IoU": 0.49207079885223565, + "TN": 469225.1666666667, + "TP": 2781.6666666666665, + "n_pred": 2901.0, + "n_ref": 3781.9 + }, + "3": { + "Dice": 0.6241251209822829, + "FN": 439.8, + "FP": 922.9666666666667, + "IoU": 0.5956204679665288, + "TN": 464552.5333333333, + "TP": 7211.1, + "n_pred": 8134.066666666667, + "n_ref": 7650.9 + }, + "4": { + "Dice": 0.24732901234698795, + "FN": 2892.8, + "FP": 241.56666666666666, + "IoU": 0.16734015855997875, + "TN": 468452.9, + "TP": 1539.1333333333334, + "n_pred": 1780.7, + "n_ref": 4431.933333333333 + }, + "5": { + "Dice": 0.3125064896703635, + "FN": 1629.6, + "FP": 256.23333333333335, + "IoU": 0.2320865856469202, + "TN": 470408.5, + "TP": 832.0666666666667, + "n_pred": 1088.3, + "n_ref": 2461.6666666666665 + }, + "6": { + "Dice": 0.6516472426150457, + "FN": 9453.0, + "FP": 3065.0, + "IoU": 0.585552271476977, + "TN": 424764.9666666667, + "TP": 35843.433333333334, + "n_pred": 38908.433333333334, + "n_ref": 45296.433333333334 + }, + "7": { + "Dice": 0.5374756004552563, + "FN": 3145.7, + "FP": 3131.4, + "IoU": 0.44436697967691463, + "TN": 458634.6666666667, + "TP": 8214.633333333333, + "n_pred": 11346.033333333333, + "n_ref": 11360.333333333334 + }, + "8": { + "Dice": 0.756330435305145, + "FN": 807.9666666666667, + "FP": 797.3333333333334, + "IoU": 0.6990156626320936, + "TN": 463127.6, + "TP": 8393.5, + "n_pred": 9190.833333333334, + "n_ref": 9201.466666666667 + }, + "9": { + "Dice": 0.595101091825027, + "FN": 1811.3666666666666, + "FP": 632.8333333333334, + "IoU": 0.485154138148555, + "TN": 466104.26666666666, + "TP": 4577.933333333333, + "n_pred": 5210.766666666666, + "n_ref": 6389.3 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9475415532518677, + "FN": 1742, + "FP": 2787, + "IoU": 0.9003125550272936, + "TN": 480264, + "TP": 40903, + "n_pred": 43690, + "n_ref": 42645 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 354, + "IoU": 0.0, + "TN": 525342, + "TP": 0, + "n_pred": 354, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3125, + "FN": 88, + "FP": 0, + "IoU": 0.18518518518518517, + "TN": 525588, + "TP": 20, + "n_pred": 20, + "n_ref": 108 + }, + "13": { + "Dice": 0.8703786191536749, + "FN": 516, + "FP": 66, + "IoU": 0.7705047318611987, + "TN": 523160, + "TP": 1954, + "n_pred": 2020, + "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": 0.941544885177453, + "FN": 83, + "FP": 141, + "IoU": 0.8895463510848126, + "TN": 523668, + "TP": 1804, + "n_pred": 1945, + "n_ref": 1887 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.09753539590980598, + "FN": 3088, + "FP": 354, + "IoU": 0.051267916207276734, + "TN": 522068, + "TP": 186, + "n_pred": 540, + "n_ref": 3274 + }, + "6": { + "Dice": 0.0, + "FN": 16, + "FP": 4301, + "IoU": 0.0, + "TN": 521379, + "TP": 0, + "n_pred": 4301, + "n_ref": 16 + }, + "7": { + "Dice": 0.78295475195348, + "FN": 11565, + "FP": 379, + "IoU": 0.6433242750918267, + "TN": 492209, + "TP": 21543, + "n_pred": 21922, + "n_ref": 33108 + }, + "8": { + "Dice": 0.8051010381509804, + "FN": 4337, + "FP": 4787, + "IoU": 0.6737816868676034, + "TN": 497727, + "TP": 18845, + "n_pred": 23632, + "n_ref": 23182 + }, + "9": { + "Dice": 0.7416313358223122, + "FN": 825, + "FP": 3258, + "IoU": 0.5893593482852257, + "TN": 515753, + "TP": 5860, + "n_pred": 9118, + "n_ref": 6685 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.0, + "FN": 0, + "FP": 717, + "IoU": 0.0, + "TN": 524979, + "TP": 0, + "n_pred": 717, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.25612454559822984, + "FN": 14901, + "FP": 3925, + "IoU": 0.14687089318892463, + "TN": 503629, + "TP": 3241, + "n_pred": 7166, + "n_ref": 18142 + }, + "14": { + "Dice": 0.8462633226857269, + "FN": 10549, + "FP": 8895, + "IoU": 0.7334978070175439, + "TN": 452736, + "TP": 53516, + "n_pred": 62411, + "n_ref": 64065 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 760, + "IoU": 0.0, + "TN": 524936, + "TP": 0, + "n_pred": 760, + "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": 0.7355671270092823, + "FN": 1929, + "FP": 407, + "IoU": 0.5817367949865712, + "TN": 520111, + "TP": 3249, + "n_pred": 3656, + "n_ref": 5178 + }, + "6": { + "Dice": 0.8726695389804604, + "FN": 3703, + "FP": 15625, + "IoU": 0.774102686971868, + "TN": 440135, + "TP": 66233, + "n_pred": 81858, + "n_ref": 69936 + }, + "7": { + "Dice": 0.1346153846153846, + "FN": 2959, + "FP": 1541, + "IoU": 0.07216494845360824, + "TN": 520846, + "TP": 350, + "n_pred": 1891, + "n_ref": 3309 + }, + "8": { + "Dice": 0.8146043319751233, + "FN": 210, + "FP": 3248, + "IoU": 0.6872003618272275, + "TN": 514641, + "TP": 7597, + "n_pred": 10845, + "n_ref": 7807 + }, + "9": { + "Dice": 0.7099949404351226, + "FN": 10905, + "FP": 1705, + "IoU": 0.5503815160807245, + "TN": 497650, + "TP": 15436, + "n_pred": 17141, + "n_ref": 26341 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.7877587758775878, + "FN": 2101, + "FP": 2615, + "IoU": 0.6498366498366498, + "TN": 512228, + "TP": 8752, + "n_pred": 11367, + "n_ref": 10853 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7050383172998532, + "FN": 1816, + "FP": 1802, + "IoU": 0.5444472425081843, + "TN": 517754, + "TP": 4324, + "n_pred": 6126, + "n_ref": 6140 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1105, + "IoU": 0.0, + "TN": 524591, + "TP": 0, + "n_pred": 1105, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9558579276862144, + "FN": 585, + "FP": 797, + "IoU": 0.9154481492811257, + "TN": 509351, + "TP": 14963, + "n_pred": 15760, + "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": 0.8363966501148744, + "FN": 7918, + "FP": 912, + "IoU": 0.7187987643705614, + "TN": 494295, + "TP": 22571, + "n_pred": 23483, + "n_ref": 30489 + }, + "8": { + "Dice": 0.9463895922465729, + "FN": 263, + "FP": 965, + "IoU": 0.8982348553907351, + "TN": 513629, + "TP": 10839, + "n_pred": 11804, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9786666867474416, + "FN": 936, + "FP": 1897, + "IoU": 0.9582245815822458, + "TN": 282649, + "TP": 64982, + "n_pred": 66879, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.6652451003881356, + "FN": 6883, + "FP": 7089, + "IoU": 0.4984024412134267, + "TN": 497841, + "TP": 13883, + "n_pred": 20972, + "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": 0.5285736240093086, + "FN": 7579, + "FP": 13894, + "IoU": 0.35922532899644893, + "TN": 492185, + "TP": 12038, + "n_pred": 25932, + "n_ref": 19617 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6785361028684471, + "FN": 324, + "FP": 1, + "IoU": 0.5134730538922155, + "TN": 525028, + "TP": 343, + "n_pred": 344, + "n_ref": 667 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 444, + "IoU": 0.0, + "TN": 525252, + "TP": 0, + "n_pred": 444, + "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": 129, + "IoU": 0.0, + "TN": 525567, + "TP": 0, + "n_pred": 129, + "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": 0.8039082181521073, + "FN": 2643, + "FP": 3117, + "IoU": 0.6721124836340866, + "TN": 508129, + "TP": 11807, + "n_pred": 14924, + "n_ref": 14450 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.0, + "FN": 0, + "FP": 789, + "IoU": 0.0, + "TN": 524907, + "TP": 0, + "n_pred": 789, + "n_ref": 0 + }, + "11": { + "Dice": 0.2020460358056266, + "FN": 1817, + "FP": 55, + "IoU": 0.112375533428165, + "TN": 523587, + "TP": 237, + "n_pred": 292, + "n_ref": 2054 + }, + "12": { + "Dice": 0.2, + "FN": 1, + "FP": 71, + "IoU": 0.1111111111111111, + "TN": 525615, + "TP": 9, + "n_pred": 80, + "n_ref": 10 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 457, + "IoU": 0.0, + "TN": 525239, + "TP": 0, + "n_pred": 457, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 9095, + "IoU": 0.0, + "TN": 516601, + "TP": 0, + "n_pred": 9095, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 842, + "IoU": 0.0, + "TN": 524854, + "TP": 0, + "n_pred": 842, + "n_ref": 0 + }, + "2": { + "Dice": 0.8989386248269498, + "FN": 16, + "FP": 422, + "IoU": 0.8164291701592624, + "TN": 523310, + "TP": 1948, + "n_pred": 2370, + "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": 0.19198178828885798, + "FN": 6192, + "FP": 197, + "IoU": 0.1061835478455512, + "TN": 518548, + "TP": 759, + "n_pred": 956, + "n_ref": 6951 + }, + "6": { + "Dice": 0.6946651423760757, + "FN": 63118, + "FP": 715, + "IoU": 0.5321739002975536, + "TN": 389250, + "TP": 72613, + "n_pred": 73328, + "n_ref": 135731 + }, + "7": { + "Dice": 0.7721562980984062, + "FN": 3301, + "FP": 1288, + "IoU": 0.6288718156085726, + "TN": 513331, + "TP": 7776, + "n_pred": 9064, + "n_ref": 11077 + }, + "8": { + "Dice": 0.9443133730292477, + "FN": 857, + "FP": 630, + "IoU": 0.8945015963107484, + "TN": 511601, + "TP": 12608, + "n_pred": 13238, + "n_ref": 13465 + }, + "9": { + "Dice": 0.8065684087334967, + "FN": 1626, + "FP": 3663, + "IoU": 0.6758396665849473, + "TN": 509380, + "TP": 11027, + "n_pred": 14690, + "n_ref": 12653 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.8389851796031148, + "FN": 978, + "FP": 304, + "IoU": 0.7226308957161403, + "TN": 521074, + "TP": 3340, + "n_pred": 3644, + "n_ref": 4318 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 16, + "IoU": 0.0, + "TN": 525680, + "TP": 0, + "n_pred": 16, + "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": 253, + "IoU": 0.0, + "TN": 525443, + "TP": 0, + "n_pred": 253, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 6970, + "FP": 2741, + "IoU": 0.0, + "TN": 515985, + "TP": 0, + "n_pred": 2741, + "n_ref": 6970 + }, + "6": { + "Dice": 0.933993983365776, + "FN": 5587, + "FP": 1127, + "IoU": 0.8761620185922975, + "TN": 471480, + "TP": 47502, + "n_pred": 48629, + "n_ref": 53089 + }, + "7": { + "Dice": 0.808447755680069, + "FN": 1487, + "FP": 4735, + "IoU": 0.6784828441504754, + "TN": 506344, + "TP": 13130, + "n_pred": 17865, + "n_ref": 14617 + }, + "8": { + "Dice": 0.3733826247689464, + "FN": 229, + "FP": 110, + "IoU": 0.22954545454545455, + "TN": 525256, + "TP": 101, + "n_pred": 211, + "n_ref": 330 + }, + "9": { + "Dice": 0.46153846153846156, + "FN": 2, + "FP": 33, + "IoU": 0.3, + "TN": 525646, + "TP": 15, + "n_pred": 48, + "n_ref": 17 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.0, + "FN": 1663, + "FP": 30, + "IoU": 0.0, + "TN": 524003, + "TP": 0, + "n_pred": 30, + "n_ref": 1663 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8364688856729378, + "FN": 145, + "FP": 81, + "IoU": 0.7189054726368159, + "TN": 524892, + "TP": 578, + "n_pred": 659, + "n_ref": 723 + }, + "13": { + "Dice": 0.4431455376000786, + "FN": 10478, + "FP": 859, + "IoU": 0.28464159515396265, + "TN": 509848, + "TP": 4511, + "n_pred": 5370, + "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": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 525630, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.3239581546904476, + "FN": 7144, + "FP": 740, + "IoU": 0.1932876291824414, + "TN": 515923, + "TP": 1889, + "n_pred": 2629, + "n_ref": 9033 + }, + "6": { + "Dice": 0.8688165713129381, + "FN": 1372, + "FP": 5759, + "IoU": 0.7680598471296146, + "TN": 494951, + "TP": 23614, + "n_pred": 29373, + "n_ref": 24986 + }, + "7": { + "Dice": 0.6610107865713247, + "FN": 108, + "FP": 2689, + "IoU": 0.49366401158580736, + "TN": 520172, + "TP": 2727, + "n_pred": 5416, + "n_ref": 2835 + }, + "8": { + "Dice": 0.9382160547510114, + "FN": 5034, + "FP": 1502, + "IoU": 0.8836223781204373, + "TN": 469534, + "TP": 49626, + "n_pred": 51128, + "n_ref": 54660 + }, + "9": { + "Dice": 0.7891961296831292, + "FN": 3917, + "FP": 680, + "IoU": 0.6517951825480988, + "TN": 512494, + "TP": 8605, + "n_pred": 9285, + "n_ref": 12522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": 0.0, + "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": 0.9072900044565202, + "FN": 11172, + "FP": 1726, + "IoU": 0.8303118010788054, + "TN": 449686, + "TP": 63112, + "n_pred": 64838, + "n_ref": 74284 + }, + "7": { + "Dice": 0.22321428571428573, + "FN": 336, + "FP": 12, + "IoU": 0.12562814070351758, + "TN": 525298, + "TP": 50, + "n_pred": 62, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.5671385671385671, + "FN": 855, + "FP": 2172, + "IoU": 0.39580838323353296, + "TN": 345454, + "TP": 1983, + "n_pred": 4155, + "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": 0.2885669244050747, + "FN": 7734, + "FP": 11220, + "IoU": 0.16861128169137643, + "TN": 327666, + "TP": 3844, + "n_pred": 15064, + "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": 0.6210934840334991, + "FN": 20720, + "FP": 1540, + "IoU": 0.4504246494173415, + "TN": 309960, + "TP": 18244, + "n_pred": 19784, + "n_ref": 38964 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9416038962055844, + "FN": 7367, + "FP": 3820, + "IoU": 0.8896517030154174, + "TN": 249085, + "TP": 90192, + "n_pred": 94012, + "n_ref": 97559 + }, + "7": { + "Dice": 0.1750203876795684, + "FN": 1396, + "FP": 11755, + "IoU": 0.09590265365048811, + "TN": 335918, + "TP": 1395, + "n_pred": 13150, + "n_ref": 2791 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 100, + "FP": 87, + "IoU": 0.0, + "TN": 350277, + "TP": 0, + "n_pred": 87, + "n_ref": 100 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.946811598877528, + "FN": 4854, + "FP": 93, + "IoU": 0.898995467352689, + "TN": 301486, + "TP": 44031, + "n_pred": 44124, + "n_ref": 48885 + }, + "7": { + "Dice": 0.0, + "FN": 923, + "FP": 46, + "IoU": 0.0, + "TN": 349495, + "TP": 0, + "n_pred": 46, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.5536497564812294, + "FN": 14146, + "FP": 609, + "IoU": 0.38279093114699236, + "TN": 326558, + "TP": 9151, + "n_pred": 9760, + "n_ref": 23297 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8814784126488227, + "FN": 742, + "FP": 16709, + "IoU": 0.7880745643329893, + "TN": 268119, + "TP": 64894, + "n_pred": 81603, + "n_ref": 65636 + }, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8688524590163934, + "FN": 69, + "FP": 11, + "IoU": 0.7681159420289855, + "TN": 525351, + "TP": 265, + "n_pred": 276, + "n_ref": 334 + }, + "10": { + "Dice": 0.8428060658365183, + "FN": 981, + "FP": 1569, + "IoU": 0.7283187726401023, + "TN": 516310, + "TP": 6836, + "n_pred": 8405, + "n_ref": 7817 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 525685, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "12": { + "Dice": 0.44933258131227677, + "FN": 2714, + "FP": 215, + "IoU": 0.28976721629485935, + "TN": 521572, + "TP": 1195, + "n_pred": 1410, + "n_ref": 3909 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 525646, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9079717104688728, + "FN": 1983, + "FP": 125, + "IoU": 0.8314543855440953, + "TN": 513189, + "TP": 10399, + "n_pred": 10524, + "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": 0.8714784008585994, + "FN": 397, + "FP": 82, + "IoU": 0.7722301474084641, + "TN": 523593, + "TP": 1624, + "n_pred": 1706, + "n_ref": 2021 + }, + "7": { + "Dice": 0.9202248298984321, + "FN": 1531, + "FP": 87, + "IoU": 0.8522374429223745, + "TN": 514746, + "TP": 9332, + "n_pred": 9419, + "n_ref": 10863 + }, + "8": { + "Dice": 0.8681127822327335, + "FN": 2, + "FP": 3567, + "IoU": 0.766960496245511, + "TN": 510381, + "TP": 11746, + "n_pred": 15313, + "n_ref": 11748 + }, + "9": { + "Dice": 0.7183967112024666, + "FN": 295, + "FP": 253, + "IoU": 0.5605453087409783, + "TN": 524449, + "TP": 699, + "n_pred": 952, + "n_ref": 994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9557028165224302, + "FN": 5821, + "FP": 1258, + "IoU": 0.915163644643649, + "TN": 617485, + "TP": 76364, + "n_pred": 77622, + "n_ref": 82185 + }, + "10": { + "Dice": 0.6135947233418835, + "FN": 18355, + "FP": 2735, + "IoU": 0.4425796220430818, + "TN": 663093, + "TP": 16745, + "n_pred": 19480, + "n_ref": 35100 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 413, + "IoU": 0.0, + "TN": 700515, + "TP": 0, + "n_pred": 413, + "n_ref": 0 + }, + "12": { + "Dice": 0.5182644486365975, + "FN": 2479, + "FP": 330, + "IoU": 0.34976851851851853, + "TN": 696608, + "TP": 1511, + "n_pred": 1841, + "n_ref": 3990 + }, + "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": 10100, + "IoU": 0.0, + "TN": 690828, + "TP": 0, + "n_pred": 10100, + "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": 4, + "IoU": 0.0, + "TN": 700924, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "3": { + "Dice": 0.9616760972625784, + "FN": 1112, + "FP": 1394, + "IoU": 0.9261812183339224, + "TN": 666980, + "TP": 31442, + "n_pred": 32836, + "n_ref": 32554 + }, + "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": 40, + "IoU": 0.0, + "TN": 700888, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "6": { + "Dice": 0.45306585362261204, + "FN": 33758, + "FP": 3375, + "IoU": 0.29287985832079677, + "TN": 648415, + "TP": 15380, + "n_pred": 18755, + "n_ref": 49138 + }, + "7": { + "Dice": 0.7337879395641128, + "FN": 9129, + "FP": 826, + "IoU": 0.5795142555438226, + "TN": 677253, + "TP": 13720, + "n_pred": 14546, + "n_ref": 22849 + }, + "8": { + "Dice": 0.9595045259647451, + "FN": 180, + "FP": 585, + "IoU": 0.9221611721611722, + "TN": 691100, + "TP": 9063, + "n_pred": 9648, + "n_ref": 9243 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 700922, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": 0.37687921202695696, + "FN": 1885, + "FP": 519, + "IoU": 0.23219418716065154, + "TN": 347333, + "TP": 727, + "n_pred": 1246, + "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": 0.0, + "FN": 0, + "FP": 17797, + "IoU": 0.0, + "TN": 332667, + "TP": 0, + "n_pred": 17797, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.6070353714734523, + "FN": 54828, + "FP": 1709, + "IoU": 0.43578663739334367, + "TN": 250259, + "TP": 43668, + "n_pred": 45377, + "n_ref": 98496 + }, + "7": { + "Dice": 0.7965370786760952, + "FN": 17512, + "FP": 1219, + "IoU": 0.6618708932052856, + "TN": 295068, + "TP": 36665, + "n_pred": 37884, + "n_ref": 54177 + }, + "8": { + "Dice": 0.983451973745031, + "FN": 333, + "FP": 204, + "IoU": 0.967442706438705, + "TN": 333970, + "TP": 15957, + "n_pred": 16161, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9090909090909091, + "FN": 14, + "FP": 29, + "IoU": 0.8333333333333334, + "TN": 525438, + "TP": 215, + "n_pred": 244, + "n_ref": 229 + }, + "10": { + "Dice": 0.779364161849711, + "FN": 5710, + "FP": 1924, + "IoU": 0.6384903158592603, + "TN": 504579, + "TP": 13483, + "n_pred": 15407, + "n_ref": 19193 + }, + "11": { + "Dice": 0.43564356435643564, + "FN": 36, + "FP": 21, + "IoU": 0.27848101265822783, + "TN": 525617, + "TP": 22, + "n_pred": 43, + "n_ref": 58 + }, + "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": 0.9521053442695937, + "FN": 1513, + "FP": 1284, + "IoU": 0.908588796653376, + "TN": 495098, + "TP": 27801, + "n_pred": 29085, + "n_ref": 29314 + }, + "3": { + "Dice": 0.965143299767622, + "FN": 766, + "FP": 314, + "IoU": 0.9326347305389222, + "TN": 509664, + "TP": 14952, + "n_pred": 15266, + "n_ref": 15718 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 525692, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "5": { + "Dice": 0.8303571428571429, + "FN": 1309, + "FP": 97, + "IoU": 0.7099236641221374, + "TN": 520849, + "TP": 3441, + "n_pred": 3538, + "n_ref": 4750 + }, + "6": { + "Dice": 0.9539266499984066, + "FN": 3921, + "FP": 11982, + "IoU": 0.9119118176530867, + "TN": 345161, + "TP": 164632, + "n_pred": 176614, + "n_ref": 168553 + }, + "7": { + "Dice": 0.974468301101467, + "FN": 1524, + "FP": 488, + "IoU": 0.9502078796277965, + "TN": 485288, + "TP": 38396, + "n_pred": 38884, + "n_ref": 39920 + }, + "8": { + "Dice": 0.9239643797094134, + "FN": 1886, + "FP": 223, + "IoU": 0.8586745292501508, + "TN": 510773, + "TP": 12814, + "n_pred": 13037, + "n_ref": 14700 + }, + "9": { + "Dice": 0.7087650451054055, + "FN": 10587, + "FP": 1584, + "IoU": 0.5489047848485972, + "TN": 498715, + "TP": 14810, + "n_pred": 16394, + "n_ref": 25397 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9544286937494054, + "FN": 311, + "FP": 168, + "IoU": 0.9128298453139218, + "TN": 520201, + "TP": 5016, + "n_pred": 5184, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.4054652880354505, + "FN": 1414, + "FP": 196, + "IoU": 0.254284390921723, + "TN": 523537, + "TP": 549, + "n_pred": 745, + "n_ref": 1963 + }, + "11": { + "Dice": 0.5943230344134639, + "FN": 1569, + "FP": 46, + "IoU": 0.42280200142959257, + "TN": 522898, + "TP": 1183, + "n_pred": 1229, + "n_ref": 2752 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6141407190779288, + "FN": 9580, + "FP": 1635, + "IoU": 0.44314796425024827, + "TN": 505556, + "TP": 8925, + "n_pred": 10560, + "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": 0.9678009337247918, + "FN": 848, + "FP": 490, + "IoU": 0.9376107432621468, + "TN": 504250, + "TP": 20108, + "n_pred": 20598, + "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": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 525660, + "TP": 0, + "n_pred": 36, + "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": 0.9724927541449891, + "FN": 1172, + "FP": 1884, + "IoU": 0.9464582931828933, + "TN": 468619, + "TP": 54021, + "n_pred": 55905, + "n_ref": 55193 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9692148045658942, + "FN": 265, + "FP": 714, + "IoU": 0.9402684563758389, + "TN": 509306, + "TP": 15411, + "n_pred": 16125, + "n_ref": 15676 + }, + "9": { + "Dice": 0.9327107228163801, + "FN": 2380, + "FP": 747, + "IoU": 0.873906205895399, + "TN": 500897, + "TP": 21672, + "n_pred": 22419, + "n_ref": 24052 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "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": 57, + "IoU": 0.0, + "TN": 350407, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8227, + "IoU": 0.0, + "TN": 342237, + "TP": 0, + "n_pred": 8227, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8699837173446303, + "FN": 8775, + "FP": 248, + "IoU": 0.7698860013771646, + "TN": 486485, + "TP": 30188, + "n_pred": 30436, + "n_ref": 38963 + }, + "15": { + "Dice": 0.0549738219895288, + "FN": 0, + "FP": 722, + "IoU": 0.02826379542395693, + "TN": 524953, + "TP": 21, + "n_pred": 743, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9010637967931023, + "FN": 4552, + "FP": 1828, + "IoU": 0.8199418621059464, + "TN": 490263, + "TP": 29053, + "n_pred": 30881, + "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": 0.7891889145731196, + "FN": 1039, + "FP": 7260, + "IoU": 0.6517853396551001, + "TN": 501863, + "TP": 15534, + "n_pred": 22794, + "n_ref": 16573 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8381932532875929, + "FN": 497, + "FP": 69, + "IoU": 0.7214566929133859, + "TN": 523664, + "TP": 1466, + "n_pred": 1535, + "n_ref": 1963 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 461, + "IoU": 0.0, + "TN": 525235, + "TP": 0, + "n_pred": 461, + "n_ref": 0 + }, + "4": { + "Dice": 0.45205723638367173, + "FN": 33210, + "FP": 603, + "IoU": 0.2920374364020854, + "TN": 477935, + "TP": 13948, + "n_pred": 14551, + "n_ref": 47158 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.967514439799598, + "FN": 636, + "FP": 7508, + "IoU": 0.9370730953484778, + "TN": 396276, + "TP": 121276, + "n_pred": 128784, + "n_ref": 121912 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 25983, + "IoU": 0.0, + "TN": 499713, + "TP": 0, + "n_pred": 25983, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3359, + "IoU": 0.0, + "TN": 522337, + "TP": 0, + "n_pred": 3359, + "n_ref": 0 + }, + "9": { + "Dice": 0.7745675549322113, + "FN": 6566, + "FP": 667, + "IoU": 0.6320769113383183, + "TN": 506037, + "TP": 12426, + "n_pred": 13093, + "n_ref": 18992 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6843, + "IoU": 0.0, + "TN": 343621, + "TP": 0, + "n_pred": 6843, + "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": 73, + "IoU": 0.0, + "TN": 350391, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.09959424566580598, + "FN": 7307, + "FP": 16, + "IoU": 0.05240683229813665, + "TN": 342736, + "TP": 405, + "n_pred": 421, + "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": 0.0, + "FN": 1261, + "FP": 3849, + "IoU": 0.0, + "TN": 345354, + "TP": 0, + "n_pred": 3849, + "n_ref": 1261 + }, + "5": { + "Dice": 0.0, + "FN": 7052, + "FP": 0, + "IoU": 0.0, + "TN": 343412, + "TP": 0, + "n_pred": 0, + "n_ref": 7052 + }, + "6": { + "Dice": 0.975922923098015, + "FN": 956, + "FP": 4137, + "IoU": 0.9529779985412378, + "TN": 242153, + "TP": 103218, + "n_pred": 107355, + "n_ref": 104174 + }, + "7": { + "Dice": 0.6163582089552239, + "FN": 475, + "FP": 2738, + "IoU": 0.44546082153952365, + "TN": 344670, + "TP": 2581, + "n_pred": 5319, + "n_ref": 3056 + }, + "8": { + "Dice": 0.8893923375119569, + "FN": 8677, + "FP": 111, + "IoU": 0.800815956482321, + "TN": 306344, + "TP": 35332, + "n_pred": 35443, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.7924589341895619, + "FN": 16603, + "FP": 9058, + "IoU": 0.6562583721802497, + "TN": 451044, + "TP": 48991, + "n_pred": 58049, + "n_ref": 65594 + }, + "15": { + "Dice": 0.06329944244014431, + "FN": 22, + "FP": 5690, + "IoU": 0.032684165961049956, + "TN": 519791, + "TP": 193, + "n_pred": 5883, + "n_ref": 215 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9523438555768421, + "FN": 3539, + "FP": 2456, + "IoU": 0.9090233094573267, + "TN": 459800, + "TP": 59901, + "n_pred": 62357, + "n_ref": 63440 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.628136402540655, + "FN": 8047, + "FP": 208, + "IoU": 0.4578708872397715, + "TN": 510469, + "TP": 6972, + "n_pred": 7180, + "n_ref": 15019 + }, + "6": { + "Dice": 0.15238303454306953, + "FN": 7702, + "FP": 52, + "IoU": 0.08247544669269909, + "TN": 517245, + "TP": 697, + "n_pred": 749, + "n_ref": 8399 + }, + "7": { + "Dice": 0.6391285468859144, + "FN": 17492, + "FP": 1623, + "IoU": 0.4696465235003607, + "TN": 489654, + "TP": 16927, + "n_pred": 18550, + "n_ref": 34419 + }, + "8": { + "Dice": 0.955480733258511, + "FN": 387, + "FP": 89, + "IoU": 0.914756446991404, + "TN": 520112, + "TP": 5108, + "n_pred": 5197, + "n_ref": 5495 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 525687, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8715258795194964, + "FN": 8609, + "FP": 86, + "IoU": 0.7723047110273129, + "TN": 487509, + "TP": 29492, + "n_pred": 29578, + "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": 0.0, + "FN": 0, + "FP": 6979, + "IoU": 0.0, + "TN": 518717, + "TP": 0, + "n_pred": 6979, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.0, + "FN": 0, + "FP": 120, + "IoU": 0.0, + "TN": 350344, + "TP": 0, + "n_pred": 120, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 2664, + "IoU": 0.0, + "TN": 347800, + "TP": 0, + "n_pred": 2664, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 54, + "IoU": 0.0, + "TN": 350410, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + }, + "3": { + "Dice": 0.9725917760227119, + "FN": 1276, + "FP": 539, + "IoU": 0.9466458933505791, + "TN": 316446, + "TP": 32203, + "n_pred": 32742, + "n_ref": 33479 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6670079868933033, + "FN": 4995, + "FP": 1509, + "IoU": 0.5003840835765863, + "TN": 337446, + "TP": 6514, + "n_pred": 8023, + "n_ref": 11509 + }, + "6": { + "Dice": 0.9484640161530695, + "FN": 1594, + "FP": 550, + "IoU": 0.901979609564303, + "TN": 328591, + "TP": 19729, + "n_pred": 20279, + "n_ref": 21323 + }, + "7": { + "Dice": 0.3950632295719844, + "FN": 8915, + "FP": 1035, + "IoU": 0.2461550117433139, + "TN": 337265, + "TP": 3249, + "n_pred": 4284, + "n_ref": 12164 + }, + "8": { + "Dice": 0.9540131559541016, + "FN": 49, + "FP": 1510, + "IoU": 0.9120699379582629, + "TN": 332734, + "TP": 16171, + "n_pred": 17681, + "n_ref": 16220 + }, + "9": { + "Dice": 0.8024429102496017, + "FN": 283, + "FP": 461, + "IoU": 0.6700665188470066, + "TN": 348209, + "TP": 1511, + "n_pred": 1972, + "n_ref": 1794 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9272608945958799, + "FN": 11459, + "FP": 165, + "IoU": 0.8643862146207154, + "TN": 615214, + "TP": 74090, + "n_pred": 74255, + "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": 0.7961775734849401, + "FN": 1193, + "FP": 492, + "IoU": 0.6613745980707395, + "TN": 695952, + "TP": 3291, + "n_pred": 3783, + "n_ref": 4484 + }, + "14": { + "Dice": 0.7134438112639564, + "FN": 34549, + "FP": 3718, + "IoU": 0.5545376233935556, + "TN": 615024, + "TP": 47637, + "n_pred": 51355, + "n_ref": 82186 + }, + "15": { + "Dice": 0.7426058852268029, + "FN": 2170, + "FP": 4679, + "IoU": 0.5905911889533146, + "TN": 684199, + "TP": 9880, + "n_pred": 14559, + "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": 0.35183162187750344, + "FN": 17447, + "FP": 353, + "IoU": 0.2134682515134108, + "TN": 678297, + "TP": 4831, + "n_pred": 5184, + "n_ref": 22278 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 815, + "IoU": 0.0, + "TN": 700113, + "TP": 0, + "n_pred": 815, + "n_ref": 0 + }, + "6": { + "Dice": 0.4963003458096013, + "FN": 78376, + "FP": 862, + "IoU": 0.3300528429507504, + "TN": 582653, + "TP": 39037, + "n_pred": 39899, + "n_ref": 117413 + }, + "7": { + "Dice": 0.0, + "FN": 2123, + "FP": 25681, + "IoU": 0.0, + "TN": 673124, + "TP": 0, + "n_pred": 25681, + "n_ref": 2123 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "9": { + "Dice": 0.22216330858960764, + "FN": 2909, + "FP": 25, + "IoU": 0.12496271995228155, + "TN": 697575, + "TP": 419, + "n_pred": 444, + "n_ref": 3328 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8411859342679844, + "FN": 0, + "FP": 691, + "IoU": 0.7259024196747322, + "TN": 347943, + "TP": 1830, + "n_pred": 2521, + "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": 0.5880403675252297, + "FN": 2162, + "FP": 573, + "IoU": 0.41647109024962664, + "TN": 345777, + "TP": 1952, + "n_pred": 2525, + "n_ref": 4114 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1244, + "IoU": 0.0, + "TN": 349220, + "TP": 0, + "n_pred": 1244, + "n_ref": 0 + }, + "7": { + "Dice": 0.8724092190349859, + "FN": 2852, + "FP": 226, + "IoU": 0.7736931108006764, + "TN": 336863, + "TP": 10523, + "n_pred": 10749, + "n_ref": 13375 + }, + "8": { + "Dice": 0.9571358770488162, + "FN": 426, + "FP": 1504, + "IoU": 0.917795382911662, + "TN": 326986, + "TP": 21548, + "n_pred": 23052, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9674027339642481, + "FN": 1796, + "FP": 715, + "IoU": 0.9368635437881874, + "TN": 485925, + "TP": 37260, + "n_pred": 37975, + "n_ref": 39056 + }, + "10": { + "Dice": 0.606646058732612, + "FN": 4088, + "FP": 2020, + "IoU": 0.4353854686633389, + "TN": 514878, + "TP": 4710, + "n_pred": 6730, + "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": 34, + "IoU": 0.0, + "TN": 525662, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "13": { + "Dice": 0.491360845351992, + "FN": 5707, + "FP": 1417, + "IoU": 0.32569805963085663, + "TN": 515131, + "TP": 3441, + "n_pred": 4858, + "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": 0.6937314475292474, + "FN": 26809, + "FP": 1255, + "IoU": 0.5310787327897339, + "TN": 465848, + "TP": 31784, + "n_pred": 33039, + "n_ref": 58593 + }, + "3": { + "Dice": 0.12023759015697921, + "FN": 348, + "FP": 20388, + "IoU": 0.06396424863449646, + "TN": 503543, + "TP": 1417, + "n_pred": 21805, + "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": 0.8843663274745606, + "FN": 407, + "FP": 468, + "IoU": 0.7927031509121062, + "TN": 521475, + "TP": 3346, + "n_pred": 3814, + "n_ref": 3753 + }, + "7": { + "Dice": 0.9451939554447734, + "FN": 2825, + "FP": 2452, + "IoU": 0.8960831807171974, + "TN": 474915, + "TP": 45504, + "n_pred": 47956, + "n_ref": 48329 + }, + "8": { + "Dice": 0.9017132551848512, + "FN": 883, + "FP": 425, + "IoU": 0.8210180623973727, + "TN": 518388, + "TP": 6000, + "n_pred": 6425, + "n_ref": 6883 + }, + "9": { + "Dice": 0.8034620819594913, + "FN": 6391, + "FP": 285, + "IoU": 0.6714890266706033, + "TN": 505374, + "TP": 13646, + "n_pred": 13931, + "n_ref": 20037 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.9609018001764621, + "FN": 1912, + "FP": 1057, + "IoU": 0.9247459001850303, + "TN": 311011, + "TP": 36484, + "n_pred": 37541, + "n_ref": 38396 + }, + "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": 237, + "IoU": 0.0, + "TN": 350227, + "TP": 0, + "n_pred": 237, + "n_ref": 0 + }, + "9": { + "Dice": 0.841372731805667, + "FN": 4912, + "FP": 2405, + "IoU": 0.7261806750991692, + "TN": 323742, + "TP": 19405, + "n_pred": 21810, + "n_ref": 24317 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7900113507377979, + "FN": 183, + "FP": 2, + "IoU": 0.6529080675422139, + "TN": 349931, + "TP": 348, + "n_pred": 350, + "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": 0.8448122967780077, + "FN": 93, + "FP": 432, + "IoU": 0.7313203684749232, + "TN": 348510, + "TP": 1429, + "n_pred": 1861, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9603845516326869, + "FN": 3502, + "FP": 561, + "IoU": 0.9237882653061225, + "TN": 297152, + "TP": 49249, + "n_pred": 49810, + "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": 0.9426178660049628, + "FN": 221, + "FP": 149, + "IoU": 0.8914637723672632, + "TN": 347055, + "TP": 3039, + "n_pred": 3188, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.5039106314234558, + "FN": 808.5488888888889, + "FP": 583.7866666666667, + "IoU": 0.43498541484778236, + "TN": 449385.68, + "TP": 4825.184444444444, + "n_pred": 5408.971111111112, + "n_ref": 5633.7333333333345 + }, + "mean": { + "1": { + "Dice": 0.8308118858805738, + "FN": 392.6, + "FP": 250.46666666666667, + "IoU": 0.782055541108699, + "TN": 448384.93333333335, + "TP": 6575.2, + "n_pred": 6825.666666666667, + "n_ref": 6967.8 + }, + "10": { + "Dice": 0.4795308037968199, + "FN": 506.3666666666667, + "FP": 760.0666666666667, + "IoU": 0.39856340346572894, + "TN": 451990.9, + "TP": 2345.866666666667, + "n_pred": 3105.9333333333334, + "n_ref": 2852.233333333333 + }, + "11": { + "Dice": 0.277007432578269, + "FN": 35.1, + "FP": 16.466666666666665, + "IoU": 0.20931586806026878, + "TN": 455465.5333333333, + "TP": 86.1, + "n_pred": 102.56666666666666, + "n_ref": 121.2 + }, + "12": { + "Dice": 0.42608796286426387, + "FN": 190.33333333333334, + "FP": 74.36666666666666, + "IoU": 0.3092928547860795, + "TN": 455124.5, + "TP": 214.0, + "n_pred": 288.3666666666667, + "n_ref": 404.3333333333333 + }, + "13": { + "Dice": 0.31108613067194746, + "FN": 1109.5, + "FP": 705.6333333333333, + "IoU": 0.22750232064201614, + "TN": 452628.3333333333, + "TP": 1159.7333333333333, + "n_pred": 1865.3666666666666, + "n_ref": 2269.233333333333 + }, + "14": { + "Dice": 0.630028759054009, + "FN": 914.2666666666667, + "FP": 615.9666666666667, + "IoU": 0.5644946203618372, + "TN": 446485.63333333336, + "TP": 7587.333333333333, + "n_pred": 8203.3, + "n_ref": 8501.6 + }, + "15": { + "Dice": 0.4463702225041991, + "FN": 511.8333333333333, + "FP": 1265.7, + "IoU": 0.3750032931424793, + "TN": 450439.93333333335, + "TP": 3385.733333333333, + "n_pred": 4651.433333333333, + "n_ref": 3897.5666666666666 + }, + "2": { + "Dice": 0.32014269429163716, + "FN": 276.2, + "FP": 1327.0, + "IoU": 0.3021492730656099, + "TN": 448031.63333333336, + "TP": 5968.366666666667, + "n_pred": 7295.366666666667, + "n_ref": 6244.566666666667 + }, + "3": { + "Dice": 0.5460872487748555, + "FN": 1144.7666666666667, + "FP": 419.26666666666665, + "IoU": 0.49063325638166394, + "TN": 449157.6666666667, + "TP": 4881.5, + "n_pred": 5300.766666666666, + "n_ref": 6026.266666666666 + }, + "4": { + "Dice": 0.36690681857834856, + "FN": 302.4, + "FP": 167.23333333333332, + "IoU": 0.30308131820846695, + "TN": 453856.63333333336, + "TP": 1276.9333333333334, + "n_pred": 1444.1666666666667, + "n_ref": 1579.3333333333333 + }, + "5": { + "Dice": 0.3126645238300448, + "FN": 492.6, + "FP": 76.83333333333333, + "IoU": 0.23275022599704118, + "TN": 454748.2, + "TP": 285.56666666666666, + "n_pred": 362.4, + "n_ref": 778.1666666666666 + }, + "6": { + "Dice": 0.6428034802696261, + "FN": 3651.7, + "FP": 1582.5333333333333, + "IoU": 0.5922846287178408, + "TN": 425576.3333333333, + "TP": 24792.633333333335, + "n_pred": 26375.166666666668, + "n_ref": 28444.333333333332 + }, + "7": { + "Dice": 0.4909792981885815, + "FN": 1456.5666666666666, + "FP": 722.5666666666667, + "IoU": 0.44006667924859394, + "TN": 444429.73333333334, + "TP": 8994.333333333334, + "n_pred": 9716.9, + "n_ref": 10450.9 + }, + "8": { + "Dice": 0.7859696439943512, + "FN": 703.0, + "FP": 379.8333333333333, + "IoU": 0.7086395007889966, + "TN": 451165.4666666667, + "TP": 3354.9, + "n_pred": 3734.733333333333, + "n_ref": 4057.9 + }, + "9": { + "Dice": 0.6921825660743112, + "FN": 441.0, + "FP": 392.8666666666667, + "IoU": 0.5889484387414129, + "TN": 453299.76666666666, + "TP": 1469.5666666666666, + "n_pred": 1862.4333333333334, + "n_ref": 1910.5666666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9433885142039649, + "FN": 792, + "FP": 39, + "IoU": 0.8928433268858801, + "TN": 342709, + "TP": 6924, + "n_pred": 6963, + "n_ref": 7716 + }, + "10": { + "Dice": 0.8976377952755905, + "FN": 1167, + "FP": 900, + "IoU": 0.8142857142857143, + "TN": 339334, + "TP": 9063, + "n_pred": 9963, + "n_ref": 10230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6402419267739496, + "FN": 2422, + "FP": 909, + "IoU": 0.47084988085782364, + "TN": 344169, + "TP": 2964, + "n_pred": 3873, + "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": 0.9603803486529319, + "FN": 498, + "FP": 1252, + "IoU": 0.9237804878048781, + "TN": 327504, + "TP": 21210, + "n_pred": 22462, + "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": 0.9120214909335125, + "FN": 89, + "FP": 42, + "IoU": 0.8382716049382716, + "TN": 349654, + "TP": 679, + "n_pred": 721, + "n_ref": 768 + }, + "7": { + "Dice": 0.9353932584269663, + "FN": 149, + "FP": 127, + "IoU": 0.8786279683377308, + "TN": 348190, + "TP": 1998, + "n_pred": 2125, + "n_ref": 2147 + }, + "8": { + "Dice": 0.9321766561514195, + "FN": 1523, + "FP": 713, + "IoU": 0.8729689807976366, + "TN": 332862, + "TP": 15366, + "n_pred": 16079, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.6947992700729927, + "FN": 389, + "FP": 949, + "IoU": 0.5323313526738902, + "TN": 522835, + "TP": 1523, + "n_pred": 2472, + "n_ref": 1912 + }, + "7": { + "Dice": 0.9636997303654409, + "FN": 3793, + "FP": 1269, + "IoU": 0.9299425645284063, + "TN": 453441, + "TP": 67193, + "n_pred": 68462, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.9346950593561633, + "FN": 9478, + "FP": 446, + "IoU": 0.8773967187191144, + "TN": 269520, + "TP": 71020, + "n_pred": 71466, + "n_ref": 80498 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.0, + "FN": 0, + "FP": 135, + "IoU": 0.0, + "TN": 525561, + "TP": 0, + "n_pred": 135, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.7592938975917699, + "FN": 3900, + "FP": 218, + "IoU": 0.6119853010458871, + "TN": 515083, + "TP": 6495, + "n_pred": 6713, + "n_ref": 10395 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9739712655350206, + "FN": 2536, + "FP": 1437, + "IoU": 0.9492631471407044, + "TN": 447390, + "TP": 74333, + "n_pred": 75770, + "n_ref": 76869 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 206, + "IoU": 0.0, + "TN": 525490, + "TP": 0, + "n_pred": 206, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.8532766058027537, + "FN": 1225, + "FP": 3741, + "IoU": 0.7440997629599093, + "TN": 506290, + "TP": 14440, + "n_pred": 18181, + "n_ref": 15665 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7116870171941191, + "FN": 1120, + "FP": 1194, + "IoU": 0.5524177949709864, + "TN": 520526, + "TP": 2856, + "n_pred": 4050, + "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": 0.9315849938596839, + "FN": 958, + "FP": 769, + "IoU": 0.8719317760474602, + "TN": 512211, + "TP": 11758, + "n_pred": 12527, + "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": 0.9089578679812061, + "FN": 899, + "FP": 1465, + "IoU": 0.8331097776208966, + "TN": 511531, + "TP": 11801, + "n_pred": 13266, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.2703273495248152, + "FN": 192, + "FP": 1190, + "IoU": 0.1562881562881563, + "TN": 524058, + "TP": 256, + "n_pred": 1446, + "n_ref": 448 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.31923601637107774, + "FN": 43, + "FP": 456, + "IoU": 0.18993506493506493, + "TN": 525080, + "TP": 117, + "n_pred": 573, + "n_ref": 160 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9095633901296332, + "FN": 23489, + "FP": 698, + "IoU": 0.8341277080175837, + "TN": 379879, + "TP": 121630, + "n_pred": 122328, + "n_ref": 145119 + }, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 981, + "IoU": 0.0, + "TN": 349483, + "TP": 0, + "n_pred": 981, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 677, + "IoU": 0.0, + "TN": 349787, + "TP": 0, + "n_pred": 677, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 350450, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 350371, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.3253012048192771, + "FN": 33, + "FP": 79, + "IoU": 0.19424460431654678, + "TN": 350325, + "TP": 27, + "n_pred": 106, + "n_ref": 60 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 91, + "IoU": 0.0, + "TN": 350373, + "TP": 0, + "n_pred": 91, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9333690083652704, + "FN": 6494, + "FP": 1973, + "IoU": 0.8750627121145049, + "TN": 282694, + "TP": 59303, + "n_pred": 61276, + "n_ref": 65797 + }, + "15": { + "Dice": 0.8097327483047467, + "FN": 6185, + "FP": 4786, + "IoU": 0.6802949061662198, + "TN": 316148, + "TP": 23345, + "n_pred": 28131, + "n_ref": 29530 + }, + "2": { + "Dice": 0.9476818846034628, + "FN": 1249, + "FP": 3477, + "IoU": 0.9005659702497423, + "TN": 302935, + "TP": 42803, + "n_pred": 46280, + "n_ref": 44052 + }, + "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": 8, + "IoU": 0.0, + "TN": 350456, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9761590519783213, + "FN": 3097, + "FP": 299, + "IoU": 0.9534284147010422, + "TN": 277544, + "TP": 69524, + "n_pred": 69823, + "n_ref": 72621 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 261, + "IoU": 0.0, + "TN": 350203, + "TP": 0, + "n_pred": 261, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9704582461037451, + "FN": 1754, + "FP": 1802, + "IoU": 0.9426118391323994, + "TN": 288500, + "TP": 58408, + "n_pred": 60210, + "n_ref": 60162 + }, + "10": { + "Dice": 0.585351359381964, + "FN": 2096, + "FP": 3486, + "IoU": 0.4137786179374081, + "TN": 340942, + "TP": 3940, + "n_pred": 7426, + "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": 0.9339178438058127, + "FN": 156, + "FP": 251, + "IoU": 0.8760280231495583, + "TN": 347181, + "TP": 2876, + "n_pred": 3127, + "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": 0.5038329368226275, + "FN": 299, + "FP": 3455, + "IoU": 0.33674911660777385, + "TN": 344804, + "TP": 1906, + "n_pred": 5361, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.8405995114478533, + "FN": 2483, + "FP": 5217, + "IoU": 0.7250294611291648, + "TN": 672925, + "TP": 20303, + "n_pred": 25520, + "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": 322, + "IoU": 0.0, + "TN": 696466, + "TP": 0, + "n_pred": 322, + "n_ref": 4140 + }, + "14": { + "Dice": 0.941786351661426, + "FN": 1183, + "FP": 872, + "IoU": 0.8899775136524253, + "TN": 682250, + "TP": 16623, + "n_pred": 17495, + "n_ref": 17806 + }, + "15": { + "Dice": 0.857461777837911, + "FN": 616, + "FP": 7812, + "IoU": 0.7504884836283972, + "TN": 667150, + "TP": 25350, + "n_pred": 33162, + "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": 0.9711884596756247, + "FN": 498, + "FP": 6105, + "IoU": 0.9439906354174619, + "TN": 583037, + "TP": 111288, + "n_pred": 117393, + "n_ref": 111786 + }, + "7": { + "Dice": 0.9781480517226416, + "FN": 905, + "FP": 354, + "IoU": 0.9572306960627781, + "TN": 671491, + "TP": 28178, + "n_pred": 28532, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__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": 0.8632008889689762, + "FN": 1612, + "FP": 2943, + "IoU": 0.7593257952023671, + "TN": 331538, + "TP": 14371, + "n_pred": 17314, + "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": 0.6588741180389426, + "FN": 9502, + "FP": 1763, + "IoU": 0.49128432080924855, + "TN": 328320, + "TP": 10879, + "n_pred": 12642, + "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": 0.0193756727664155, + "FN": 4, + "FP": 907, + "IoU": 0.009782608695652175, + "TN": 349544, + "TP": 9, + "n_pred": 916, + "n_ref": 13 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1045, + "IoU": 0.0, + "TN": 349419, + "TP": 0, + "n_pred": 1045, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8281656331266253, + "FN": 205, + "FP": 654, + "IoU": 0.7067258449982929, + "TN": 347535, + "TP": 2070, + "n_pred": 2724, + "n_ref": 2275 + }, + "8": { + "Dice": 0.6149943630214205, + "FN": 1184, + "FP": 5646, + "IoU": 0.44403744403744405, + "TN": 338179, + "TP": 5455, + "n_pred": 11101, + "n_ref": 6639 + }, + "9": { + "Dice": 0.6828545272243777, + "FN": 6679, + "FP": 596, + "IoU": 0.5184351625074469, + "TN": 335357, + "TP": 7832, + "n_pred": 8428, + "n_ref": 14511 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 288, + "IoU": 0.0, + "TN": 525408, + "TP": 0, + "n_pred": 288, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 381, + "IoU": 0.0, + "TN": 525315, + "TP": 0, + "n_pred": 381, + "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": 0.14853218197276077, + "FN": 51077, + "FP": 0, + "IoU": 0.08022401498235252, + "TN": 470164, + "TP": 4455, + "n_pred": 4455, + "n_ref": 55532 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 525659, + "TP": 0, + "n_pred": 37, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.041312272174969626, + "FN": 789, + "FP": 0, + "IoU": 0.02109181141439206, + "TN": 524890, + "TP": 17, + "n_pred": 17, + "n_ref": 806 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6264609273546712, + "FN": 7487, + "FP": 2293, + "IoU": 0.4560925421278016, + "TN": 507715, + "TP": 8201, + "n_pred": 10494, + "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": 0.9615762408274109, + "FN": 887, + "FP": 1773, + "IoU": 0.9259959937680837, + "TN": 489752, + "TP": 33284, + "n_pred": 35057, + "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": 0.9034060272002876, + "FN": 10220, + "FP": 2678, + "IoU": 0.8238291013890976, + "TN": 452483, + "TP": 60315, + "n_pred": 62993, + "n_ref": 70535 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9611650485436893, + "FN": 979, + "FP": 13, + "IoU": 0.9252336448598131, + "TN": 512428, + "TP": 12276, + "n_pred": 12289, + "n_ref": 13255 + }, + "9": { + "Dice": 0.6711089957163255, + "FN": 1371, + "FP": 11, + "IoU": 0.5050143266475645, + "TN": 522904, + "TP": 1410, + "n_pred": 1421, + "n_ref": 2781 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.0, + "FN": 1120, + "FP": 0, + "IoU": 0.0, + "TN": 524576, + "TP": 0, + "n_pred": 0, + "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": 0.14274776690769886, + "FN": 2990, + "FP": 7087, + "IoU": 0.07685965555148407, + "TN": 514780, + "TP": 839, + "n_pred": 7926, + "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": 0.0, + "FN": 0, + "FP": 270, + "IoU": 0.0, + "TN": 525426, + "TP": 0, + "n_pred": 270, + "n_ref": 0 + }, + "3": { + "Dice": 0.7619047619047619, + "FN": 24, + "FP": 6, + "IoU": 0.6153846153846154, + "TN": 525618, + "TP": 48, + "n_pred": 54, + "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": 504, + "IoU": 0.0, + "TN": 525186, + "TP": 0, + "n_pred": 504, + "n_ref": 6 + }, + "8": { + "Dice": 0.9522738771150712, + "FN": 731, + "FP": 118, + "IoU": 0.9088958042708445, + "TN": 516377, + "TP": 8470, + "n_pred": 8588, + "n_ref": 9201 + }, + "9": { + "Dice": 0.8706378834604772, + "FN": 1091, + "FP": 503, + "IoU": 0.7709111813739581, + "TN": 518738, + "TP": 5364, + "n_pred": 5867, + "n_ref": 6455 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.0, + "FN": 0, + "FP": 903, + "IoU": 0.0, + "TN": 349561, + "TP": 0, + "n_pred": 903, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 28, + "IoU": 0.0, + "TN": 350436, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9024835811881936, + "FN": 4810, + "FP": 1649, + "IoU": 0.8222962005117341, + "TN": 314117, + "TP": 29888, + "n_pred": 31537, + "n_ref": 34698 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9737643433850087, + "FN": 1733, + "FP": 2618, + "IoU": 0.9488701129299505, + "TN": 265367, + "TP": 80746, + "n_pred": 83364, + "n_ref": 82479 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2479, + "IoU": 0.0, + "TN": 347985, + "TP": 0, + "n_pred": 2479, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 3354, + "IoU": 0.0, + "TN": 347110, + "TP": 0, + "n_pred": 3354, + "n_ref": 0 + }, + "3": { + "Dice": 0.21761658031088082, + "FN": 3610, + "FP": 14, + "IoU": 0.12209302325581395, + "TN": 346336, + "TP": 504, + "n_pred": 518, + "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": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 350449, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9595993971510526, + "FN": 390, + "FP": 441, + "IoU": 0.9223364485981308, + "TN": 339764, + "TP": 9869, + "n_pred": 10310, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9489246412683546, + "FN": 325, + "FP": 1202, + "IoU": 0.9028131364562119, + "TN": 509984, + "TP": 14185, + "n_pred": 15387, + "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": 0.7510917030567685, + "FN": 177, + "FP": 1989, + "IoU": 0.6013986013986014, + "TN": 520262, + "TP": 3268, + "n_pred": 5257, + "n_ref": 3445 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.959594907955137, + "FN": 1710, + "FP": 2559, + "IoU": 0.9223281539973073, + "TN": 470734, + "TP": 50693, + "n_pred": 53252, + "n_ref": 52403 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 525629, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1113, + "IoU": 0.0, + "TN": 524583, + "TP": 0, + "n_pred": 1113, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.953828040476039, + "FN": 3135, + "FP": 2669, + "IoU": 0.9117316056817836, + "TN": 459942, + "TP": 59950, + "n_pred": 62619, + "n_ref": 63085 + }, + "7": { + "Dice": 0.9489471353223015, + "FN": 1753, + "FP": 783, + "IoU": 0.9028538594139054, + "TN": 499591, + "TP": 23569, + "n_pred": 24352, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8468734613490891, + "FN": 854, + "FP": 79, + "IoU": 0.7344150298889838, + "TN": 522183, + "TP": 2580, + "n_pred": 2659, + "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": 0.9373803481590313, + "FN": 2608, + "FP": 3018, + "IoU": 0.8821409866973918, + "TN": 477961, + "TP": 42109, + "n_pred": 45127, + "n_ref": 44717 + }, + "3": { + "Dice": 0.9265544408547299, + "FN": 5291, + "FP": 1188, + "IoU": 0.8631592286734112, + "TN": 478349, + "TP": 40868, + "n_pred": 42056, + "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": 0.9495061642726621, + "FN": 3491, + "FP": 875, + "IoU": 0.9038664787740004, + "TN": 480280, + "TP": 41050, + "n_pred": 41925, + "n_ref": 44541 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 525682, + "TP": 0, + "n_pred": 14, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9596771917943508, + "FN": 248, + "FP": 1181, + "IoU": 0.9224801996311164, + "TN": 507262, + "TP": 17005, + "n_pred": 18186, + "n_ref": 17253 + }, + "10": { + "Dice": 0.0, + "FN": 2628, + "FP": 1842, + "IoU": 0.0, + "TN": 521226, + "TP": 0, + "n_pred": 1842, + "n_ref": 2628 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 525683, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "12": { + "Dice": 0.3524229074889868, + "FN": 2168, + "FP": 37, + "IoU": 0.21390374331550802, + "TN": 522891, + "TP": 600, + "n_pred": 637, + "n_ref": 2768 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 567, + "IoU": 0.0, + "TN": 525129, + "TP": 0, + "n_pred": 567, + "n_ref": 0 + }, + "14": { + "Dice": 0.8946190835259651, + "FN": 5851, + "FP": 2674, + "IoU": 0.809331037104963, + "TN": 480985, + "TP": 36186, + "n_pred": 38860, + "n_ref": 42037 + }, + "15": { + "Dice": 0.8377563329312424, + "FN": 1958, + "FP": 1270, + "IoU": 0.7208095485210171, + "TN": 514134, + "TP": 8334, + "n_pred": 9604, + "n_ref": 10292 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.922367499416297, + "FN": 2177, + "FP": 483, + "IoU": 0.8559202686599502, + "TN": 507234, + "TP": 15802, + "n_pred": 16285, + "n_ref": 17979 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5778855176728183, + "FN": 4284, + "FP": 1114, + "IoU": 0.40635653799626087, + "TN": 516603, + "TP": 3695, + "n_pred": 4809, + "n_ref": 7979 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 19024, + "IoU": 0.0, + "TN": 506672, + "TP": 0, + "n_pred": 19024, + "n_ref": 0 + }, + "7": { + "Dice": 0.8460573476702509, + "FN": 2779, + "FP": 4093, + "IoU": 0.7331883832893307, + "TN": 499940, + "TP": 18884, + "n_pred": 22977, + "n_ref": 21663 + }, + "8": { + "Dice": 0.7646352275002145, + "FN": 14456, + "FP": 2004, + "IoU": 0.6189550200245387, + "TN": 482499, + "TP": 26737, + "n_pred": 28741, + "n_ref": 41193 + }, + "9": { + "Dice": 0.0, + "FN": 13, + "FP": 5928, + "IoU": 0.0, + "TN": 519755, + "TP": 0, + "n_pred": 5928, + "n_ref": 13 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9113218375099063, + "FN": 5366, + "FP": 1124, + "IoU": 0.8370902153722577, + "TN": 485858, + "TP": 33348, + "n_pred": 34472, + "n_ref": 38714 + }, + "10": { + "Dice": 0.029389017788089715, + "FN": 1255, + "FP": 0, + "IoU": 0.014913657770800628, + "TN": 524422, + "TP": 19, + "n_pred": 19, + "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": 0.8010657193605684, + "FN": 47, + "FP": 401, + "IoU": 0.6681481481481482, + "TN": 524346, + "TP": 902, + "n_pred": 1303, + "n_ref": 949 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.20054148133823246, + "FN": 8229, + "FP": 39, + "IoU": 0.11144545943041376, + "TN": 516391, + "TP": 1037, + "n_pred": 1076, + "n_ref": 9266 + }, + "6": { + "Dice": 0.016897081413210446, + "FN": 2, + "FP": 2558, + "IoU": 0.008520526723470178, + "TN": 523114, + "TP": 22, + "n_pred": 2580, + "n_ref": 24 + }, + "7": { + "Dice": 0.8394659975299446, + "FN": 5014, + "FP": 3175, + "IoU": 0.7233445945945945, + "TN": 496096, + "TP": 21411, + "n_pred": 24586, + "n_ref": 26425 + }, + "8": { + "Dice": 0.6960081883316275, + "FN": 674, + "FP": 217, + "IoU": 0.533751962323391, + "TN": 523785, + "TP": 1020, + "n_pred": 1237, + "n_ref": 1694 + }, + "9": { + "Dice": 0.8674679987511708, + "FN": 1411, + "FP": 287, + "IoU": 0.7659545141281875, + "TN": 518441, + "TP": 5557, + "n_pred": 5844, + "n_ref": 6968 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8283353325336532, + "FN": 2375, + "FP": 201, + "IoU": 0.7069730406097144, + "TN": 516905, + "TP": 6215, + "n_pred": 6416, + "n_ref": 8590 + }, + "15": { + "Dice": 0.6961543879419636, + "FN": 1950, + "FP": 207, + "IoU": 0.533923941227312, + "TN": 521068, + "TP": 2471, + "n_pred": 2678, + "n_ref": 4421 + }, + "2": { + "Dice": 0.0, + "FN": 283, + "FP": 16, + "IoU": 0.0, + "TN": 525397, + "TP": 0, + "n_pred": 16, + "n_ref": 283 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 92, + "IoU": 0.0, + "TN": 525604, + "TP": 0, + "n_pred": 92, + "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": 0.7023977433004231, + "FN": 0, + "FP": 633, + "IoU": 0.5413043478260869, + "TN": 524316, + "TP": 747, + "n_pred": 1380, + "n_ref": 747 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 256, + "IoU": 0.0, + "TN": 525440, + "TP": 0, + "n_pred": 256, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 346, + "IoU": 0.0, + "TN": 350118, + "TP": 0, + "n_pred": 346, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 8065, + "IoU": 0.0, + "TN": 342399, + "TP": 0, + "n_pred": 8065, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 350389, + "TP": 0, + "n_pred": 75, + "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": 441, + "IoU": 0.0, + "TN": 350023, + "TP": 0, + "n_pred": 441, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.889052723867214, + "FN": 4936, + "FP": 632, + "IoU": 0.8002654518061484, + "TN": 322587, + "TP": 22309, + "n_pred": 22941, + "n_ref": 27245 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 350451, + "TP": 0, + "n_pred": 13, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.0, + "FN": 0, + "FP": 851, + "IoU": 0.0, + "TN": 524845, + "TP": 0, + "n_pred": 851, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 16770, + "IoU": 0.0, + "TN": 508926, + "TP": 0, + "n_pred": 16770, + "n_ref": 0 + }, + "3": { + "Dice": 0.7647524090681224, + "FN": 20860, + "FP": 257, + "IoU": 0.6191086019371945, + "TN": 470255, + "TP": 34324, + "n_pred": 34581, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.585962014863749, + "FN": 42, + "FP": 2465, + "IoU": 0.41438916141088533, + "TN": 346183, + "TP": 1774, + "n_pred": 4239, + "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": 0.6592175387596899, + "FN": 5179, + "FP": 6075, + "IoU": 0.49166629025701253, + "TN": 328325, + "TP": 10885, + "n_pred": 16960, + "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": 0.9261853448275862, + "FN": 49, + "FP": 225, + "IoU": 0.8625188158554943, + "TN": 348471, + "TP": 1719, + "n_pred": 1944, + "n_ref": 1768 + }, + "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": 0.6350880645478697, + "FN": 18174, + "FP": 369, + "IoU": 0.4652960004613743, + "TN": 315785, + "TP": 16136, + "n_pred": 16505, + "n_ref": 34310 + }, + "8": { + "Dice": 0.8900892437764208, + "FN": 50, + "FP": 418, + "IoU": 0.8019466779517562, + "TN": 348101, + "TP": 1895, + "n_pred": 2313, + "n_ref": 1945 + }, + "9": { + "Dice": 0.9010785222780733, + "FN": 526, + "FP": 1501, + "IoU": 0.819966249222844, + "TN": 339205, + "TP": 9232, + "n_pred": 10733, + "n_ref": 9758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.0, + "FN": 0, + "FP": 971, + "IoU": 0.0, + "TN": 349493, + "TP": 0, + "n_pred": 971, + "n_ref": 0 + }, + "11": { + "Dice": 0.7827285254937988, + "FN": 1020, + "FP": 399, + "IoU": 0.6430188679245283, + "TN": 346489, + "TP": 2556, + "n_pred": 2955, + "n_ref": 3576 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.27246925260170296, + "FN": 3810, + "FP": 35, + "IoU": 0.15772179627601315, + "TN": 345899, + "TP": 720, + "n_pred": 755, + "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": 0.9283231564114608, + "FN": 1305, + "FP": 221, + "IoU": 0.866234221598878, + "TN": 339056, + "TP": 9882, + "n_pred": 10103, + "n_ref": 11187 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1138, + "IoU": 0.0, + "TN": 349326, + "TP": 0, + "n_pred": 1138, + "n_ref": 0 + }, + "4": { + "Dice": 0.3755868544600939, + "FN": 266, + "FP": 0, + "IoU": 0.23121387283236994, + "TN": 350118, + "TP": 80, + "n_pred": 80, + "n_ref": 346 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9504524087710241, + "FN": 3968, + "FP": 3326, + "IoU": 0.9055829547072606, + "TN": 273211, + "TP": 69959, + "n_pred": 73285, + "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": 0.8521300350897544, + "FN": 2139, + "FP": 2960, + "IoU": 0.7423576373098884, + "TN": 330673, + "TP": 14692, + "n_pred": 17652, + "n_ref": 16831 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.8671266465187889, + "FN": 1855, + "FP": 9796, + "IoU": 0.7654224047676572, + "TN": 476028, + "TP": 38017, + "n_pred": 47813, + "n_ref": 39872 + }, + "15": { + "Dice": 0.8162267555219277, + "FN": 4646, + "FP": 14299, + "IoU": 0.6895127587393677, + "TN": 464679, + "TP": 42072, + "n_pred": 56371, + "n_ref": 46718 + }, + "2": { + "Dice": 0.06758387641805455, + "FN": 244, + "FP": 7482, + "IoU": 0.03497376967274544, + "TN": 517690, + "TP": 280, + "n_pred": 7762, + "n_ref": 524 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5923, + "IoU": 0.0, + "TN": 519773, + "TP": 0, + "n_pred": 5923, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.976682163837532, + "FN": 673, + "FP": 1915, + "IoU": 0.9544269916179474, + "TN": 644140, + "TP": 54200, + "n_pred": 56115, + "n_ref": 54873 + }, + "10": { + "Dice": 0.6586169045005489, + "FN": 254, + "FP": 57, + "IoU": 0.4909983633387889, + "TN": 700317, + "TP": 300, + "n_pred": 357, + "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": 0.0, + "FN": 0, + "FP": 348, + "IoU": 0.0, + "TN": 700580, + "TP": 0, + "n_pred": 348, + "n_ref": 0 + }, + "3": { + "Dice": 0.9711641343890435, + "FN": 722, + "FP": 356, + "IoU": 0.943944672663928, + "TN": 681697, + "TP": 18153, + "n_pred": 18509, + "n_ref": 18875 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7848956201391731, + "FN": 1995, + "FP": 107, + "IoU": 0.6459491325585313, + "TN": 694991, + "TP": 3835, + "n_pred": 3942, + "n_ref": 5830 + }, + "6": { + "Dice": 0.930529962408786, + "FN": 873, + "FP": 2897, + "IoU": 0.8700851166477136, + "TN": 671909, + "TP": 25249, + "n_pred": 28146, + "n_ref": 26122 + }, + "7": { + "Dice": 0.8792922604227367, + "FN": 9354, + "FP": 2039, + "IoU": 0.7845865870029685, + "TN": 648039, + "TP": 41496, + "n_pred": 43535, + "n_ref": 50850 + }, + "8": { + "Dice": 0.9657662143657413, + "FN": 204, + "FP": 346, + "IoU": 0.9337987481945114, + "TN": 692620, + "TP": 7758, + "n_pred": 8104, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9199809168582209, + "FN": 1766, + "FP": 79, + "IoU": 0.8518191309934945, + "TN": 338013, + "TP": 10606, + "n_pred": 10685, + "n_ref": 12372 + }, + "10": { + "Dice": 0.8785540791541648, + "FN": 520, + "FP": 1180, + "IoU": 0.7834118996050452, + "TN": 342615, + "TP": 6149, + "n_pred": 7329, + "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": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 350443, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "7": { + "Dice": 0.9705162496256442, + "FN": 1266, + "FP": 1589, + "IoU": 0.9427212904261295, + "TN": 300620, + "TP": 46989, + "n_pred": 48578, + "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_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680212/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0387.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.48266594180755684, + "FN": 1302.6493333333333, + "FP": 1008.3600000000002, + "IoU": 0.41282041905159383, + "TN": 459539.9555555556, + "TP": 5434.368444444443, + "n_pred": 6442.728444444443, + "n_ref": 6737.017777777779 + }, + "mean": { + "1": { + "Dice": 0.665938530666333, + "FN": 523.1466666666666, + "FP": 821.9, + "IoU": 0.6167933134337394, + "TN": 458952.7466666667, + "TP": 6987.539999999999, + "n_pred": 7809.44, + "n_ref": 7510.6866666666665 + }, + "10": { + "Dice": 0.4542802961152167, + "FN": 1429.6466666666668, + "FP": 878.5799999999999, + "IoU": 0.3624271204702959, + "TN": 462256.73999999993, + "TP": 2720.366666666667, + "n_pred": 3598.9466666666667, + "n_ref": 4150.013333333333 + }, + "11": { + "Dice": 0.18251282884183584, + "FN": 153.84666666666664, + "FP": 19.366666666666667, + "IoU": 0.12885534061111237, + "TN": 467043.1133333333, + "TP": 69.00666666666666, + "n_pred": 88.37333333333333, + "n_ref": 222.85333333333332 + }, + "12": { + "Dice": 0.3429755104219054, + "FN": 222.14000000000001, + "FP": 104.17999999999999, + "IoU": 0.2515308187847234, + "TN": 466714.64, + "TP": 244.37333333333336, + "n_pred": 348.5533333333333, + "n_ref": 466.51333333333343 + }, + "13": { + "Dice": 0.3450597949034594, + "FN": 1784.06, + "FP": 1169.5533333333333, + "IoU": 0.2603495149324523, + "TN": 462504.8133333333, + "TP": 1826.9066666666665, + "n_pred": 2996.46, + "n_ref": 3610.9666666666662 + }, + "14": { + "Dice": 0.5611908009836233, + "FN": 2465.4533333333334, + "FP": 1499.4866666666665, + "IoU": 0.48989471189443456, + "TN": 457243.28666666674, + "TP": 6077.106666666666, + "n_pred": 7576.593333333332, + "n_ref": 8542.56 + }, + "15": { + "Dice": 0.3427600567487648, + "FN": 1286.56, + "FP": 899.6200000000001, + "IoU": 0.2636586828120266, + "TN": 463354.22000000003, + "TP": 1744.9333333333332, + "n_pred": 2644.5533333333333, + "n_ref": 3031.4933333333333 + }, + "2": { + "Dice": 0.5365663287949313, + "FN": 706.4133333333333, + "FP": 605.2333333333333, + "IoU": 0.4885901072870714, + "TN": 461580.8333333334, + "TP": 4392.8533333333335, + "n_pred": 4998.086666666667, + "n_ref": 5099.266666666666 + }, + "3": { + "Dice": 0.5868470850213037, + "FN": 1027.9733333333334, + "FP": 842.0600000000001, + "IoU": 0.5429555658235808, + "TN": 458710.8, + "TP": 6704.5, + "n_pred": 7546.56, + "n_ref": 7732.473333333333 + }, + "4": { + "Dice": 0.3446884806592929, + "FN": 886.8333333333333, + "FP": 434.2133333333333, + "IoU": 0.2791406958106519, + "TN": 464274.6666666667, + "TP": 1689.6200000000001, + "n_pred": 2123.833333333333, + "n_ref": 2576.453333333334 + }, + "5": { + "Dice": 0.32050495756110464, + "FN": 582.4866666666666, + "FP": 158.81333333333333, + "IoU": 0.24747784770223755, + "TN": 466109.12, + "TP": 434.9133333333333, + "n_pred": 593.7266666666667, + "n_ref": 1017.4 + }, + "6": { + "Dice": 0.6685584454233937, + "FN": 3404.573333333333, + "FP": 4571.9800000000005, + "IoU": 0.6140679377531383, + "TN": 427723.5333333334, + "TP": 31585.246666666662, + "n_pred": 36157.22666666667, + "n_ref": 34989.82 + }, + "7": { + "Dice": 0.4895339292099986, + "FN": 3457.8666666666663, + "FP": 2125.5333333333338, + "IoU": 0.4234486477536536, + "TN": 452138.29333333333, + "TP": 9563.64, + "n_pred": 11689.173333333334, + "n_ref": 13021.506666666668 + }, + "8": { + "Dice": 0.7596390409019985, + "FN": 618.9, + "FP": 469.17333333333335, + "IoU": 0.6890587809864049, + "TN": 461688.19333333336, + "TP": 4509.0666666666675, + "n_pred": 4978.24, + "n_ref": 5127.966666666667 + }, + "9": { + "Dice": 0.6389330408601891, + "FN": 989.8399999999999, + "FP": 525.7066666666667, + "IoU": 0.534057199718384, + "TN": 462804.3333333333, + "TP": 2965.4533333333334, + "n_pred": 3491.16, + "n_ref": 3955.2933333333326 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/loop_002/summary.json b/nnActive_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/loop_002/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c739d1b0145a94b85237ab0c434b6fe6e638b314 --- /dev/null +++ b/nnActive_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/loop_002/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7594184419682809, + "FN": 26242.93733333334, + "FP": 25011.769333333334, + "IoU": 0.6497787880945708, + "TN": 96245358.53999999, + "TP": 160347.5933333333, + "n_pred": 185359.36266666665, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8799456198896162, + "FN": 20251.46, + "FP": 19828.28, + "IoU": 0.8130048524963113, + "TN": 96242844.42, + "TP": 174036.68, + "n_pred": 193864.96, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7064101029870692, + "FN": 20727.16, + "FP": 17992.02, + "IoU": 0.5728884989966282, + "TN": 96364746.26, + "TP": 53495.4, + "n_pred": 71487.42, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6280596036657154, + "FN": 1541.08, + "FP": 550.38, + "IoU": 0.480755127813787, + "TN": 96452710.08, + "TP": 2159.3, + "n_pred": 2709.68, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.652497286055725, + "FN": 1770.7, + "FP": 704.38, + "IoU": 0.4983114080907528, + "TN": 96452019.8, + "TP": 2465.96, + "n_pred": 3170.34, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.6060736946649963, + "FN": 24968.9, + "FP": 14439.1, + "IoU": 0.4558875813478933, + "TN": 96384663.6, + "TP": 32889.24, + "n_pred": 47328.34, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7047186205035638, + "FN": 27499.88, + "FP": 55907.36, + "IoU": 0.6037339407984055, + "TN": 96262695.34, + "TP": 110858.26, + "n_pred": 166765.62, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.675962368268173, + "FN": 17128.72, + "FP": 16041.92, + "IoU": 0.5476807929457257, + "TN": 96386871.88, + "TP": 36918.32, + "n_pred": 52960.24, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.8585813490373627, + "FN": 28040.2, + "FP": 9831.68, + "IoU": 0.7801605846939514, + "TN": 96290287.46, + "TP": 128801.5, + "n_pred": 138633.18, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8796123794066429, + "FN": 14533.54, + "FP": 29941.72, + "IoU": 0.7927589353810919, + "TN": 96263616.54, + "TP": 148869.04, + "n_pred": 178810.76, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6763355076549448, + "FN": 7219.18, + "FP": 5633.26, + "IoU": 0.5761439906597627, + "TN": 96424750.08, + "TP": 19358.32, + "n_pred": 24991.58, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.6989743421493293, + "FN": 7429.4, + "FP": 3286.4, + "IoU": 0.5571639277105451, + "TN": 96436522.28, + "TP": 9722.76, + "n_pred": 13009.16, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9296304862523028, + "FN": 91104.4, + "FP": 111138.3, + "IoU": 0.87730829792213, + "TN": 94986598.92, + "TP": 1268119.22, + "n_pred": 1379257.52, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.7485560702332021, + "FN": 95078.68, + "FP": 69932.38, + "IoU": 0.6273562304654733, + "TN": 96048103.8, + "TP": 243845.98, + "n_pred": 313778.36, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.8923733008088831, + "FN": 24504.28, + "FP": 10495.32, + "IoU": 0.8126667382169512, + "TN": 96314096.34, + "TP": 107864.9, + "n_pred": 118360.22, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8535458979466872, + "FN": 11846.48, + "FP": 9454.04, + "IoU": 0.750860913879151, + "TN": 96369851.3, + "TP": 65809.02, + "n_pred": 75263.06, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9417074525781105, + "FN": 3701, + "FP": 7316, + "IoU": 0.8898366098034118, + "TN": 119493314, + "TP": 88989, + "n_pred": 96305, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7699069899871874, + "FN": 10438, + "FP": 28352, + "IoU": 0.6258933135301437, + "TN": 119489633, + "TP": 64897, + "n_pred": 93249, + "n_ref": 75335 + }, + "11": { + "Dice": 0.6772612003381234, + "FN": 1543, + "FP": 366, + "IoU": 0.5120143149284253, + "TN": 119589408, + "TP": 2003, + "n_pred": 2369, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7298119157562789, + "FN": 1225, + "FP": 1174, + "IoU": 0.5745699592126263, + "TN": 119587681, + "TP": 3240, + "n_pred": 4414, + "n_ref": 4465 + }, + "13": { + "Dice": 0.4955748876049727, + "FN": 26467, + "FP": 27052, + "IoU": 0.3294114698843489, + "TN": 119513511, + "TP": 26290, + "n_pred": 53342, + "n_ref": 52757 + }, + "14": { + "Dice": 0.3806539231563779, + "FN": 187784, + "FP": 6490, + "IoU": 0.23506644354759326, + "TN": 119339345, + "TP": 59701, + "n_pred": 66191, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 125775, + "IoU": 0.0, + "TN": 119434682, + "TP": 0, + "n_pred": 125775, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9518953591445583, + "FN": 4419, + "FP": 9365, + "IoU": 0.9082064156949449, + "TN": 119443157, + "TP": 136379, + "n_pred": 145744, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9494856940174983, + "FN": 9763, + "FP": 7327, + "IoU": 0.9038293801524999, + "TN": 119415615, + "TP": 160615, + "n_pred": 167942, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7683732645097094, + "FN": 28283, + "FP": 1513, + "IoU": 0.6238686140601134, + "TN": 119514103, + "TP": 49421, + "n_pred": 50934, + "n_ref": 77704 + }, + "5": { + "Dice": 0.10441375952140795, + "FN": 59761, + "FP": 17486, + "IoU": 0.05508256880733945, + "TN": 119511570, + "TP": 4503, + "n_pred": 21989, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9523959674377945, + "FN": 34164, + "FP": 80575, + "IoU": 0.909118271632123, + "TN": 118330811, + "TP": 1147770, + "n_pred": 1228345, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 181503, + "IoU": 0.0, + "TN": 119411817, + "TP": 0, + "n_pred": 181503, + "n_ref": 0 + }, + "8": { + "Dice": 0.6772394381919444, + "FN": 116630, + "FP": 45288, + "IoU": 0.5119894391667068, + "TN": 119261528, + "TP": 169874, + "n_pred": 215162, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8474456302999182, + "FN": 15473, + "FP": 6511, + "IoU": 0.7352760551508218, + "TN": 119510275, + "TP": 61061, + "n_pred": 67572, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9508168450890945, + "FN": 12128, + "FP": 6125, + "IoU": 0.9062448635765944, + "TN": 72630972, + "TP": 176435, + "n_pred": 182560, + "n_ref": 188563 + }, + "10": { + "Dice": 0.6308362652910464, + "FN": 18068, + "FP": 40900, + "IoU": 0.46074567219321266, + "TN": 72716309, + "TP": 50383, + "n_pred": 91283, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6129339039467427, + "FN": 958, + "FP": 670, + "IoU": 0.44189235515941033, + "TN": 72822743, + "TP": 1289, + "n_pred": 1959, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6575249703741324, + "FN": 932, + "FP": 1091, + "IoU": 0.48978562421185373, + "TN": 72821695, + "TP": 1942, + "n_pred": 3033, + "n_ref": 2874 + }, + "13": { + "Dice": 0.6429859019912265, + "FN": 19329, + "FP": 14934, + "IoU": 0.4738240398052736, + "TN": 72760543, + "TP": 30854, + "n_pred": 45788, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8988241026890477, + "FN": 6795, + "FP": 8985, + "IoU": 0.8162402617819338, + "TN": 72739787, + "TP": 70093, + "n_pred": 79078, + "n_ref": 76888 + }, + "15": { + "Dice": 0.6584799203451709, + "FN": 10737, + "FP": 22191, + "IoU": 0.49084611578426524, + "TN": 72760988, + "TP": 31744, + "n_pred": 53935, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9575124348384592, + "FN": 7634, + "FP": 3744, + "IoU": 0.9184881113570748, + "TN": 72686073, + "TP": 128209, + "n_pred": 131953, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9591114850914304, + "FN": 4046, + "FP": 6450, + "IoU": 0.9214353615724904, + "TN": 72692063, + "TP": 123101, + "n_pred": 129551, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8110811984368216, + "FN": 3661, + "FP": 7216, + "IoU": 0.6822006661602291, + "TN": 72791434, + "TP": 23349, + "n_pred": 30565, + "n_ref": 27010 + }, + "5": { + "Dice": 0.8133158453563175, + "FN": 2128, + "FP": 861, + "IoU": 0.6853684210526316, + "TN": 72816160, + "TP": 6511, + "n_pred": 7372, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9550586459464405, + "FN": 56874, + "FP": 51441, + "IoU": 0.9139830118135873, + "TN": 71566432, + "TP": 1150913, + "n_pred": 1202354, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.8720450072253406, + "FN": 35514, + "FP": 24166, + "IoU": 0.7731203929335823, + "TN": 72562613, + "TP": 203367, + "n_pred": 227533, + "n_ref": 238881 + }, + "8": { + "Dice": 0.922244876801327, + "FN": 4820, + "FP": 4180, + "IoU": 0.8557091095648828, + "TN": 72763286, + "TP": 53374, + "n_pred": 57554, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8401644332057714, + "FN": 15854, + "FP": 7786, + "IoU": 0.7243823670005013, + "TN": 72739889, + "TP": 62131, + "n_pred": 69917, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9601393234087482, + "FN": 13603, + "FP": 6859, + "IoU": 0.9233345822405395, + "TN": 71542588, + "TP": 246438, + "n_pred": 253297, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8454153194213007, + "FN": 17109, + "FP": 10907, + "IoU": 0.7322246117084826, + "TN": 71704863, + "TP": 76609, + "n_pred": 87516, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6224424552429667, + "FN": 1422, + "FP": 940, + "IoU": 0.4518449756323973, + "TN": 71805179, + "TP": 1947, + "n_pred": 2887, + "n_ref": 3369 + }, + "12": { + "Dice": 0.5875592849325064, + "FN": 3288, + "FP": 1234, + "IoU": 0.4159886348960351, + "TN": 71801745, + "TP": 3221, + "n_pred": 4455, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7364400443215293, + "FN": 23026, + "FP": 6231, + "IoU": 0.5828295214737923, + "TN": 71739356, + "TP": 40875, + "n_pred": 47106, + "n_ref": 63901 + }, + "14": { + "Dice": 0.8727674220860026, + "FN": 114682, + "FP": 4126, + "IoU": 0.7742567409656524, + "TN": 71283191, + "TP": 407489, + "n_pred": 411615, + "n_ref": 522171 + }, + "15": { + "Dice": 0.7545256912289535, + "FN": 69773, + "FP": 2380, + "IoU": 0.6058139344307075, + "TN": 71626445, + "TP": 110890, + "n_pred": 113270, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9254353295735778, + "FN": 12070, + "FP": 9653, + "IoU": 0.8612188312559494, + "TN": 71652961, + "TP": 134804, + "n_pred": 144457, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9356678505188163, + "FN": 10194, + "FP": 13843, + "IoU": 0.8791126444643378, + "TN": 71610650, + "TP": 174801, + "n_pred": 188644, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7270104579877389, + "FN": 871, + "FP": 8970, + "IoU": 0.5711048158640226, + "TN": 71786543, + "TP": 13104, + "n_pred": 22074, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8295105652880621, + "FN": 1157, + "FP": 2619, + "IoU": 0.7086869310291621, + "TN": 71796526, + "TP": 9186, + "n_pred": 11805, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9626590171217457, + "FN": 41255, + "FP": 52378, + "IoU": 0.9280063479712404, + "TN": 70508915, + "TP": 1206940, + "n_pred": 1259318, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9272690920228696, + "FN": 17165, + "FP": 17029, + "IoU": 0.8644004615952, + "TN": 71557319, + "TP": 217975, + "n_pred": 235004, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9325591726157331, + "FN": 6710, + "FP": 4069, + "IoU": 0.8736401575541592, + "TN": 71724184, + "TP": 74525, + "n_pred": 78594, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8674600980121073, + "FN": 14431, + "FP": 8098, + "IoU": 0.7659421946100942, + "TN": 71713234, + "TP": 73725, + "n_pred": 81823, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9108685826708851, + "FN": 8631, + "FP": 31599, + "IoU": 0.8363256886892629, + "TN": 135199717, + "TP": 205563, + "n_pred": 237162, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7831185931750778, + "FN": 21498, + "FP": 13750, + "IoU": 0.6435455326894878, + "TN": 135346625, + "TP": 63637, + "n_pred": 77387, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6601127656498482, + "FN": 1264, + "FP": 1087, + "IoU": 0.4926629261976694, + "TN": 135440876, + "TP": 2283, + "n_pred": 3370, + "n_ref": 3547 + }, + "12": { + "Dice": 0.6710254645560908, + "FN": 2583, + "FP": 285, + "IoU": 0.5049197307094769, + "TN": 135439717, + "TP": 2925, + "n_pred": 3210, + "n_ref": 5508 + }, + "13": { + "Dice": 0.716038153595749, + "FN": 10658, + "FP": 13069, + "IoU": 0.5576786846128035, + "TN": 135391868, + "TP": 29915, + "n_pred": 42984, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8723201258995754, + "FN": 9984, + "FP": 28959, + "IoU": 0.7735529789386768, + "TN": 135273536, + "TP": 133031, + "n_pred": 161990, + "n_ref": 143015 + }, + "15": { + "Dice": 0.6315178110480124, + "FN": 21941, + "FP": 12319, + "IoU": 0.46147316797132887, + "TN": 135381892, + "TP": 29358, + "n_pred": 41677, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9130849718010116, + "FN": 24406, + "FP": 10839, + "IoU": 0.8400702429462106, + "TN": 135225132, + "TP": 185133, + "n_pred": 195972, + "n_ref": 209539 + }, + "3": { + "Dice": 0.8952948724449863, + "FN": 23826, + "FP": 23665, + "IoU": 0.8104378717119706, + "TN": 135194980, + "TP": 203039, + "n_pred": 226704, + "n_ref": 226865 + }, + "4": { + "Dice": 0.864657787833599, + "FN": 3211, + "FP": 7317, + "IoU": 0.7615834050455184, + "TN": 135401352, + "TP": 33630, + "n_pred": 40947, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5348923130419664, + "FN": 15738, + "FP": 5663, + "IoU": 0.3650873705758448, + "TN": 135411803, + "TP": 12306, + "n_pred": 17969, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9638684140643503, + "FN": 50817, + "FP": 70005, + "IoU": 0.9302567619285111, + "TN": 133713127, + "TP": 1611561, + "n_pred": 1681566, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.7287879795779215, + "FN": 23679, + "FP": 106787, + "IoU": 0.573301674205333, + "TN": 135139753, + "TP": 175291, + "n_pred": 282078, + "n_ref": 198970 + }, + "8": { + "Dice": 0.7343811467728348, + "FN": 111351, + "FP": 17612, + "IoU": 0.5802545884175615, + "TN": 135138269, + "TP": 178278, + "n_pred": 195890, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8412722735431899, + "FN": 21172, + "FP": 7832, + "IoU": 0.7260310203464757, + "TN": 135339644, + "TP": 76862, + "n_pred": 84694, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.89689819453248, + "FN": 36891, + "FP": 13533, + "IoU": 0.8130692834396676, + "TN": 105484258, + "TP": 219323, + "n_pred": 232856, + "n_ref": 256214 + }, + "10": { + "Dice": 0.3029027304393423, + "FN": 40267, + "FP": 52792, + "IoU": 0.17848283411460403, + "TN": 105640728, + "TP": 20218, + "n_pred": 73010, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7164413090339016, + "FN": 641, + "FP": 806, + "IoU": 0.5581679389312977, + "TN": 105750730, + "TP": 1828, + "n_pred": 2634, + "n_ref": 2469 + }, + "12": { + "Dice": 0.5751752204386164, + "FN": 1860, + "FP": 1898, + "IoU": 0.40368137099333545, + "TN": 105747703, + "TP": 2544, + "n_pred": 4442, + "n_ref": 4404 + }, + "13": { + "Dice": 0.41868306389216925, + "FN": 55198, + "FP": 16179, + "IoU": 0.264768595296711, + "TN": 105656924, + "TP": 25704, + "n_pred": 41883, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9462840286082296, + "FN": 12131, + "FP": 8846, + "IoU": 0.8980446859492484, + "TN": 105548258, + "TP": 184770, + "n_pred": 193616, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8682844768960951, + "FN": 3673, + "FP": 3687, + "IoU": 0.7672285651032607, + "TN": 105722386, + "TP": 24259, + "n_pred": 27946, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9332565670146665, + "FN": 12678, + "FP": 7377, + "IoU": 0.874865068916246, + "TN": 105593738, + "TP": 140212, + "n_pred": 147589, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8880637793296394, + "FN": 8939, + "FP": 32031, + "IoU": 0.7986643143922827, + "TN": 105550514, + "TP": 162521, + "n_pred": 194552, + "n_ref": 171460 + }, + "4": { + "Dice": 0.62994099524829, + "FN": 16726, + "FP": 11622, + "IoU": 0.4597911426175776, + "TN": 105701529, + "TP": 24128, + "n_pred": 35750, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7391660522650938, + "FN": 3342, + "FP": 3026, + "IoU": 0.5862517055422, + "TN": 105738614, + "TP": 9023, + "n_pred": 12049, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9511598791920671, + "FN": 60040, + "FP": 91597, + "IoU": 0.906868320845105, + "TN": 104125805, + "TP": 1476563, + "n_pred": 1568160, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.7312884152228212, + "FN": 55531, + "FP": 100893, + "IoU": 0.5764024101279535, + "TN": 105384730, + "TP": 212851, + "n_pred": 313744, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8837199579842911, + "FN": 4115, + "FP": 18136, + "IoU": 0.7916651061757987, + "TN": 105647201, + "TP": 84553, + "n_pred": 102689, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8149858493366671, + "FN": 13038, + "FP": 15007, + "IoU": 0.6877435589106375, + "TN": 105664191, + "TP": 61769, + "n_pred": 76776, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9644129105169539, + "FN": 10897, + "FP": 6989, + "IoU": 0.9312716625294918, + "TN": 96877638, + "TP": 242356, + "n_pred": 249345, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8372837842990226, + "FN": 13754, + "FP": 24655, + "IoU": 0.7201101807926896, + "TN": 97000651, + "TP": 98820, + "n_pred": 123475, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7212454704066569, + "FN": 874, + "FP": 1203, + "IoU": 0.5640218303946264, + "TN": 97133116, + "TP": 2687, + "n_pred": 3890, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7866164413915355, + "FN": 968, + "FP": 958, + "IoU": 0.6482834185536889, + "TN": 97132404, + "TP": 3550, + "n_pred": 4508, + "n_ref": 4518 + }, + "13": { + "Dice": 0.761405629253891, + "FN": 11470, + "FP": 12613, + "IoU": 0.6147336426171812, + "TN": 97075370, + "TP": 38427, + "n_pred": 51040, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9231990279846359, + "FN": 28920, + "FP": 10270, + "IoU": 0.8573534496878811, + "TN": 96863145, + "TP": 235545, + "n_pred": 245815, + "n_ref": 264465 + }, + "15": { + "Dice": 0.5987197404972652, + "FN": 5022, + "FP": 18235, + "IoU": 0.42726623488561083, + "TN": 97097273, + "TP": 17350, + "n_pred": 35585, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9351017849483652, + "FN": 10464, + "FP": 7239, + "IoU": 0.878113768744578, + "TN": 96992638, + "TP": 127539, + "n_pred": 134778, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9253073341537369, + "FN": 12592, + "FP": 10958, + "IoU": 0.8609971609186583, + "TN": 96968459, + "TP": 145871, + "n_pred": 156829, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9008361526460638, + "FN": 1801, + "FP": 3856, + "IoU": 0.8195649400357234, + "TN": 97106528, + "TP": 25695, + "n_pred": 29551, + "n_ref": 27496 + }, + "5": { + "Dice": 0.7837078651685393, + "FN": 2636, + "FP": 3986, + "IoU": 0.6443418013856813, + "TN": 97119261, + "TP": 11997, + "n_pred": 15983, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9617938438648158, + "FN": 43951, + "FP": 71756, + "IoU": 0.9263996733030172, + "TN": 95565781, + "TP": 1456392, + "n_pred": 1528148, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9309815303227491, + "FN": 11747, + "FP": 24209, + "IoU": 0.8708750659881707, + "TN": 96859421, + "TP": 242503, + "n_pred": 266712, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9301023363583704, + "FN": 7631, + "FP": 10469, + "IoU": 0.8693376646814654, + "TN": 96999355, + "TP": 120425, + "n_pred": 130894, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8243731863221423, + "FN": 6224, + "FP": 20345, + "IoU": 0.7012201293224628, + "TN": 97048955, + "TP": 62356, + "n_pred": 82701, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9678697346182019, + "FN": 3719, + "FP": 7554, + "IoU": 0.9377399026858055, + "TN": 130585729, + "TP": 169790, + "n_pred": 177344, + "n_ref": 173509 + }, + "10": { + "Dice": 0.7802693929330995, + "FN": 14512, + "FP": 20822, + "IoU": 0.6397063322116855, + "TN": 130668722, + "TP": 62736, + "n_pred": 83558, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7196999094554392, + "FN": 1267, + "FP": 900, + "IoU": 0.5621337643968478, + "TN": 130761843, + "TP": 2782, + "n_pred": 3682, + "n_ref": 4049 + }, + "12": { + "Dice": 0.7129316181448883, + "FN": 1222, + "FP": 474, + "IoU": 0.5539189900052603, + "TN": 130762990, + "TP": 2106, + "n_pred": 2580, + "n_ref": 3328 + }, + "13": { + "Dice": 0.7260600285850405, + "FN": 19457, + "FP": 12168, + "IoU": 0.5699326851159312, + "TN": 130693257, + "TP": 41910, + "n_pred": 54078, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9475344151042961, + "FN": 5004, + "FP": 12097, + "IoU": 0.9002996665189711, + "TN": 130595268, + "TP": 154423, + "n_pred": 166520, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8301735833304345, + "FN": 4925, + "FP": 4839, + "IoU": 0.7096553569835559, + "TN": 130733163, + "TP": 23865, + "n_pred": 28704, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9234758679085521, + "FN": 9281, + "FP": 16747, + "IoU": 0.8578310883885557, + "TN": 130583714, + "TP": 157050, + "n_pred": 173797, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9067482842447195, + "FN": 16292, + "FP": 14511, + "IoU": 0.8294048581650624, + "TN": 130586230, + "TP": 149759, + "n_pred": 164270, + "n_ref": 166051 + }, + "4": { + "Dice": 0.7336534909493905, + "FN": 11069, + "FP": 2630, + "IoU": 0.5793465577596266, + "TN": 130734226, + "TP": 18867, + "n_pred": 21497, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6470819285784426, + "FN": 11540, + "FP": 10024, + "IoU": 0.47828611521060654, + "TN": 130725459, + "TP": 19769, + "n_pred": 29793, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9618260303402283, + "FN": 35640, + "FP": 67668, + "IoU": 0.926459397412397, + "TN": 129362017, + "TP": 1301467, + "n_pred": 1369135, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.8927984358978446, + "FN": 25440, + "FP": 75449, + "IoU": 0.8063558297281008, + "TN": 130245790, + "TP": 420113, + "n_pred": 495562, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8766387590186389, + "FN": 19652, + "FP": 39610, + "IoU": 0.7803711994307485, + "TN": 130496964, + "TP": 210566, + "n_pred": 250176, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8622732358347319, + "FN": 15712, + "FP": 11862, + "IoU": 0.7578913171365604, + "TN": 130652901, + "TP": 86317, + "n_pred": 98179, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6870903957581183, + "FN": 26232, + "FP": 132809, + "IoU": 0.5233341225764492, + "TN": 71902355, + "TP": 174612, + "n_pred": 307421, + "n_ref": 200844 + }, + "10": { + "Dice": 0.3854258319232938, + "FN": 37037, + "FP": 44686, + "IoU": 0.23871670905178435, + "TN": 72128659, + "TP": 25626, + "n_pred": 70312, + "n_ref": 62663 + }, + "11": { + "Dice": 0.3354878424130502, + "FN": 2142, + "FP": 17, + "IoU": 0.2015532544378698, + "TN": 72233304, + "TP": 545, + "n_pred": 562, + "n_ref": 2687 + }, + "12": { + "Dice": 0.5911174332226964, + "FN": 2201, + "FP": 386, + "IoU": 0.41956472963877045, + "TN": 72231551, + "TP": 1870, + "n_pred": 2256, + "n_ref": 4071 + }, + "13": { + "Dice": 0.55415980731646, + "FN": 36271, + "FP": 18706, + "IoU": 0.38327874001615364, + "TN": 72146864, + "TP": 34167, + "n_pred": 52873, + "n_ref": 70438 + }, + "14": { + "Dice": 0.18093287486918821, + "FN": 13332, + "FP": 534542, + "IoU": 0.09946464996786585, + "TN": 71627621, + "TP": 60513, + "n_pred": 595055, + "n_ref": 73845 + }, + "15": { + "Dice": 0.39606490353903157, + "FN": 6616, + "FP": 59562, + "IoU": 0.24693324836705433, + "TN": 72148130, + "TP": 21700, + "n_pred": 81262, + "n_ref": 28316 + }, + "2": { + "Dice": 0.18985998602448304, + "FN": 112623, + "FP": 12589, + "IoU": 0.10488690629378628, + "TN": 72096124, + "TP": 14672, + "n_pred": 27261, + "n_ref": 127295 + }, + "3": { + "Dice": 0.6763447653046948, + "FN": 8724, + "FP": 143950, + "IoU": 0.510967469153993, + "TN": 71923812, + "TP": 159522, + "n_pred": 303472, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8640, + "IoU": 0.0, + "TN": 72227368, + "TP": 0, + "n_pred": 8640, + "n_ref": 0 + }, + "5": { + "Dice": 0.8126716159869826, + "FN": 236, + "FP": 3448, + "IoU": 0.6844539614561028, + "TN": 72224333, + "TP": 7991, + "n_pred": 11439, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6976050207959621, + "FN": 410256, + "FP": 544727, + "IoU": 0.5356324555414865, + "TN": 70179484, + "TP": 1101541, + "n_pred": 1646268, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.36532296679841253, + "FN": 159205, + "FP": 466419, + "IoU": 0.2234832687915798, + "TN": 71430328, + "TP": 180056, + "n_pred": 646475, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9276844303411785, + "FN": 5163, + "FP": 4568, + "IoU": 0.8651225969201769, + "TN": 72163861, + "TP": 62416, + "n_pred": 66984, + "n_ref": 67579 + }, + "9": { + "Dice": 0.5650387268697233, + "FN": 26932, + "FP": 7998, + "IoU": 0.3937658370648061, + "TN": 72178390, + "TP": 22688, + "n_pred": 30686, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6057927974667693, + "FN": 38199, + "FP": 27906, + "IoU": 0.43450700610788895, + "TN": 52436222, + "TP": 50793, + "n_pred": 78699, + "n_ref": 88992 + }, + "10": { + "Dice": 0.1709374614747891, + "FN": 42331, + "FP": 4744, + "IoU": 0.09345632414111847, + "TN": 52501192, + "TP": 4853, + "n_pred": 9597, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 7, + "IoU": 0.0, + "TN": 52551071, + "TP": 0, + "n_pred": 7, + "n_ref": 2042 + }, + "12": { + "Dice": 0.08457455915083034, + "FN": 3819, + "FP": 1528, + "IoU": 0.04415445119771184, + "TN": 52547526, + "TP": 247, + "n_pred": 1775, + "n_ref": 4066 + }, + "13": { + "Dice": 0.3550802779774742, + "FN": 15688, + "FP": 5842, + "IoU": 0.21586480678879702, + "TN": 52525663, + "TP": 5927, + "n_pred": 11769, + "n_ref": 21615 + }, + "14": { + "Dice": 0.400380068609788, + "FN": 39614, + "FP": 8978, + "IoU": 0.250296999151431, + "TN": 52488305, + "TP": 16223, + "n_pred": 25201, + "n_ref": 55837 + }, + "15": { + "Dice": 0.12427932655672652, + "FN": 20947, + "FP": 39962, + "IoU": 0.0662568410724962, + "TN": 52487889, + "TP": 4322, + "n_pred": 44284, + "n_ref": 25269 + }, + "2": { + "Dice": 0.6204779497064126, + "FN": 65544, + "FP": 19516, + "IoU": 0.4497774787828607, + "TN": 52398528, + "TP": 69532, + "n_pred": 89048, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7760922893779826, + "FN": 30307, + "FP": 34772, + "IoU": 0.6341101397127035, + "TN": 52375255, + "TP": 112786, + "n_pred": 147558, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 6, + "IoU": 0.0, + "TN": 52551234, + "TP": 0, + "n_pred": 6, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7199657973492946, + "FN": 1230, + "FP": 2700, + "IoU": 0.5624582498329993, + "TN": 52544138, + "TP": 5052, + "n_pred": 7752, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9071530612580009, + "FN": 82256, + "FP": 59103, + "IoU": 0.8300824471377898, + "TN": 51721193, + "TP": 690568, + "n_pred": 749671, + "n_ref": 772824 + }, + "7": { + "Dice": 0.5030511555440146, + "FN": 123323, + "FP": 14467, + "IoU": 0.33605099960969687, + "TN": 52345589, + "TP": 69741, + "n_pred": 84208, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8707900437685132, + "FN": 10291, + "FP": 4322, + "IoU": 0.771149810505215, + "TN": 52489266, + "TP": 49241, + "n_pred": 53563, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8272062240278276, + "FN": 15784, + "FP": 10246, + "IoU": 0.7053296504256475, + "TN": 52464784, + "TP": 62306, + "n_pred": 72552, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9241727643592567, + "FN": 14418, + "FP": 31251, + "IoU": 0.8590345491753942, + "TN": 143813277, + "TP": 278304, + "n_pred": 309555, + "n_ref": 292722 + }, + "10": { + "Dice": 0.742955259364753, + "FN": 33591, + "FP": 11170, + "IoU": 0.591033266635602, + "TN": 144027801, + "TP": 64688, + "n_pred": 75858, + "n_ref": 98279 + }, + "11": { + "Dice": 0.6558711945960951, + "FN": 3075, + "FP": 644, + "IoU": 0.4879526366515214, + "TN": 144129987, + "TP": 3544, + "n_pred": 4188, + "n_ref": 6619 + }, + "12": { + "Dice": 0.5911179173047473, + "FN": 3137, + "FP": 334, + "IoU": 0.41956521739130437, + "TN": 144131270, + "TP": 2509, + "n_pred": 2843, + "n_ref": 5646 + }, + "13": { + "Dice": 0.7446464709850493, + "FN": 33102, + "FP": 15729, + "IoU": 0.5931767058235441, + "TN": 144017220, + "TP": 71199, + "n_pred": 86928, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9580190989226248, + "FN": 18837, + "FP": 15453, + "IoU": 0.9194209778049325, + "TN": 143711705, + "TP": 391255, + "n_pred": 406708, + "n_ref": 410092 + }, + "15": { + "Dice": 0.7793693051857963, + "FN": 1881, + "FP": 9887, + "IoU": 0.6384972199182871, + "TN": 144104697, + "TP": 20785, + "n_pred": 30672, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9573911302797037, + "FN": 6513, + "FP": 5194, + "IoU": 0.9182649007547249, + "TN": 143994019, + "TP": 131524, + "n_pred": 136718, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9577397404379066, + "FN": 8044, + "FP": 6619, + "IoU": 0.9189065126979913, + "TN": 143956434, + "TP": 166153, + "n_pred": 172772, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9018550637206847, + "FN": 3332, + "FP": 7080, + "IoU": 0.8212532188841202, + "TN": 144079000, + "TP": 47838, + "n_pred": 54918, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7263202011735121, + "FN": 11336, + "FP": 4336, + "IoU": 0.5702533728200065, + "TN": 144100782, + "TP": 20796, + "n_pred": 25132, + "n_ref": 32132 + }, + "6": { + "Dice": 0.91221607924839, + "FN": 37374, + "FP": 216911, + "IoU": 0.8386004443033958, + "TN": 142561750, + "TP": 1321215, + "n_pred": 1538126, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.8943926885303846, + "FN": 18792, + "FP": 35587, + "IoU": 0.8089605407380344, + "TN": 143852602, + "TP": 230269, + "n_pred": 265856, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7995686549960378, + "FN": 51536, + "FP": 37494, + "IoU": 0.6660677916515072, + "TN": 143870639, + "TP": 177581, + "n_pred": 215075, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8837307138124336, + "FN": 10434, + "FP": 11676, + "IoU": 0.7916823697897037, + "TN": 144031114, + "TP": 84026, + "n_pred": 95702, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9307894569242388, + "FN": 9404, + "FP": 21024, + "IoU": 0.8705389812624449, + "TN": 111543884, + "TP": 204608, + "n_pred": 225632, + "n_ref": 214012 + }, + "10": { + "Dice": 0.603406020235028, + "FN": 21997, + "FP": 9558, + "IoU": 0.4320554355651548, + "TN": 111723360, + "TP": 24005, + "n_pred": 33563, + "n_ref": 46002 + }, + "11": { + "Dice": 0.6578595317725753, + "FN": 1828, + "FP": 218, + "IoU": 0.4901569897832046, + "TN": 111774907, + "TP": 1967, + "n_pred": 2185, + "n_ref": 3795 + }, + "12": { + "Dice": 0.5453714981729598, + "FN": 2869, + "FP": 117, + "IoU": 0.3749214988486498, + "TN": 111774143, + "TP": 1791, + "n_pred": 1908, + "n_ref": 4660 + }, + "13": { + "Dice": 0.6364986812453894, + "FN": 21450, + "FP": 14521, + "IoU": 0.46681192932526977, + "TN": 111711456, + "TP": 31493, + "n_pred": 46014, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6839864121333907, + "FN": 6200, + "FP": 73060, + "IoU": 0.5197411473860248, + "TN": 111613884, + "TP": 85776, + "n_pred": 158836, + "n_ref": 91976 + }, + "15": { + "Dice": 0.6319619598924954, + "FN": 3090, + "FP": 5811, + "IoU": 0.46194765157468415, + "TN": 111762377, + "TP": 7642, + "n_pred": 13453, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9212491461814163, + "FN": 26255, + "FP": 4528, + "IoU": 0.8539962150855874, + "TN": 111568083, + "TP": 180054, + "n_pred": 184582, + "n_ref": 206309 + }, + "3": { + "Dice": 0.8325888696348561, + "FN": 3140, + "FP": 21109, + "IoU": 0.7131925060320764, + "TN": 111694372, + "TP": 60299, + "n_pred": 81408, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8742530872394104, + "FN": 2219, + "FP": 2516, + "IoU": 0.7765982543052606, + "TN": 111757725, + "TP": 16460, + "n_pred": 18976, + "n_ref": 18679 + }, + "5": { + "Dice": 0.5324071901253109, + "FN": 15072, + "FP": 4854, + "IoU": 0.3627758234729773, + "TN": 111747650, + "TP": 11344, + "n_pred": 16198, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9670306167797632, + "FN": 45602, + "FP": 35483, + "IoU": 0.9361658075141469, + "TN": 110508676, + "TP": 1189159, + "n_pred": 1224642, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.775826898333903, + "FN": 60209, + "FP": 42762, + "IoU": 0.6337558775617633, + "TN": 111497766, + "TP": 178183, + "n_pred": 220945, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8127173902696734, + "FN": 63800, + "FP": 34573, + "IoU": 0.6845189035947136, + "TN": 111467101, + "TP": 213446, + "n_pred": 248019, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8507558931002365, + "FN": 15032, + "FP": 7881, + "IoU": 0.7402743142144639, + "TN": 111690700, + "TP": 65307, + "n_pred": 73188, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9018883049790684, + "FN": 23647, + "FP": 7195, + "IoU": 0.8213083505698179, + "TN": 198915276, + "TP": 141757, + "n_pred": 148952, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7786335734366943, + "FN": 16321, + "FP": 10293, + "IoU": 0.6375102152002179, + "TN": 199014455, + "TP": 46806, + "n_pred": 57099, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7266195387646309, + "FN": 1300, + "FP": 1059, + "IoU": 0.5706224972697488, + "TN": 199082381, + "TP": 3135, + "n_pred": 4194, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7289273459644935, + "FN": 892, + "FP": 925, + "IoU": 0.5734741784037559, + "TN": 199083615, + "TP": 2443, + "n_pred": 3368, + "n_ref": 3335 + }, + "13": { + "Dice": 0.2984708808896693, + "FN": 27435, + "FP": 10919, + "IoU": 0.17541332530690346, + "TN": 199041362, + "TP": 8159, + "n_pred": 19078, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5534142518387525, + "FN": 19409, + "FP": 25037, + "IoU": 0.38256581232201153, + "TN": 199015890, + "TP": 27539, + "n_pred": 52576, + "n_ref": 46948 + }, + "15": { + "Dice": 0.6090029929762818, + "FN": 77828, + "FP": 163, + "IoU": 0.43781761563912375, + "TN": 198949146, + "TP": 60738, + "n_pred": 60901, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9329161470396105, + "FN": 3903, + "FP": 14171, + "IoU": 0.8742669514222707, + "TN": 198944126, + "TP": 125675, + "n_pred": 139846, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9546674837316526, + "FN": 7969, + "FP": 4459, + "IoU": 0.9132668015911787, + "TN": 198944585, + "TP": 130862, + "n_pred": 135321, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7904418736961881, + "FN": 2532, + "FP": 5203, + "IoU": 0.6534963938538727, + "TN": 199065552, + "TP": 14588, + "n_pred": 19791, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6025535420098846, + "FN": 9827, + "FP": 3683, + "IoU": 0.43118184497494844, + "TN": 199064124, + "TP": 10241, + "n_pred": 13924, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9497728607742998, + "FN": 44204, + "FP": 73282, + "IoU": 0.9043499499303911, + "TN": 197859585, + "TP": 1110804, + "n_pred": 1184086, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.7819152183482583, + "FN": 34501, + "FP": 33372, + "IoU": 0.6419218351024543, + "TN": 198898327, + "TP": 121675, + "n_pred": 155047, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8662076632062109, + "FN": 21733, + "FP": 8115, + "IoU": 0.7639914604253973, + "TN": 198961405, + "TP": 96622, + "n_pred": 104737, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8628617201402512, + "FN": 13453, + "FP": 15138, + "IoU": 0.7588010494613496, + "TN": 198969338, + "TP": 89946, + "n_pred": 105084, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9209841463381881, + "FN": 12914, + "FP": 16507, + "IoU": 0.8535408846984797, + "TN": 130874310, + "TP": 171461, + "n_pred": 187968, + "n_ref": 184375 + }, + "10": { + "Dice": 0.6915229143533361, + "FN": 16396, + "FP": 42777, + "IoU": 0.5284944779996494, + "TN": 130949694, + "TP": 66325, + "n_pred": 109102, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6932261208576999, + "FN": 1226, + "FP": 1292, + "IoU": 0.530486667909752, + "TN": 131069829, + "TP": 2845, + "n_pred": 4137, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7334932721393553, + "FN": 1119, + "FP": 1436, + "IoU": 0.5791467633009388, + "TN": 131069121, + "TP": 3516, + "n_pred": 4952, + "n_ref": 4635 + }, + "13": { + "Dice": 0.5305478857819611, + "FN": 51632, + "FP": 16547, + "IoU": 0.36105149711822315, + "TN": 130968487, + "TP": 38526, + "n_pred": 55073, + "n_ref": 90158 + }, + "14": { + "Dice": 0.13823558661783034, + "FN": 23948, + "FP": 383321, + "IoU": 0.07424977382971082, + "TN": 130635258, + "TP": 32665, + "n_pred": 415986, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6558561849349023, + "FN": 2442, + "FP": 23938, + "IoU": 0.48793602111924217, + "TN": 131023675, + "TP": 25137, + "n_pred": 49075, + "n_ref": 27579 + }, + "2": { + "Dice": 0.8118586717570929, + "FN": 42448, + "FP": 12154, + "IoU": 0.6833014326315179, + "TN": 130902782, + "TP": 117808, + "n_pred": 129962, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7776102040059104, + "FN": 11930, + "FP": 89963, + "IoU": 0.6361393121524963, + "TN": 130795159, + "TP": 178140, + "n_pred": 268103, + "n_ref": 190070 + }, + "4": { + "Dice": 0.7853364713391041, + "FN": 23861, + "FP": 3046, + "IoU": 0.6465465149883088, + "TN": 130999066, + "TP": 49219, + "n_pred": 52265, + "n_ref": 73080 + }, + "5": { + "Dice": 0.6848062845920372, + "FN": 5110, + "FP": 3717, + "IoU": 0.5206885317115552, + "TN": 131056776, + "TP": 9589, + "n_pred": 13306, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8529319941391547, + "FN": 43218, + "FP": 448109, + "IoU": 0.7435757860747332, + "TN": 129159121, + "TP": 1424744, + "n_pred": 1872853, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.663646165766332, + "FN": 164755, + "FP": 456023, + "IoU": 0.49660961697835054, + "TN": 129841998, + "TP": 612416, + "n_pred": 1068439, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9234647785096016, + "FN": 8590, + "FP": 11234, + "IoU": 0.8578119508538886, + "TN": 130935771, + "TP": 119597, + "n_pred": 130831, + "n_ref": 128187 + }, + "9": { + "Dice": 0.675419292454403, + "FN": 25030, + "FP": 13908, + "IoU": 0.5099117695183195, + "TN": 130995741, + "TP": 40513, + "n_pred": 54421, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8102310806361013, + "FN": 6389, + "FP": 91583, + "IoU": 0.6809986943256893, + "TN": 101310079, + "TP": 209149, + "n_pred": 300732, + "n_ref": 215538 + }, + "10": { + "Dice": 0.805355912178793, + "FN": 9013, + "FP": 8780, + "IoU": 0.6741387835833196, + "TN": 101562597, + "TP": 36810, + "n_pred": 45590, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8168498168498168, + "FN": 945, + "FP": 855, + "IoU": 0.6904024767801857, + "TN": 101611386, + "TP": 4014, + "n_pred": 4869, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7766843300529902, + "FN": 1899, + "FP": 166, + "IoU": 0.6349009900990099, + "TN": 101611544, + "TP": 3591, + "n_pred": 3757, + "n_ref": 5490 + }, + "13": { + "Dice": 0.8052762094005703, + "FN": 10237, + "FP": 13870, + "IoU": 0.6740270979257377, + "TN": 101543246, + "TP": 49847, + "n_pred": 63717, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9088819369914523, + "FN": 2066, + "FP": 9905, + "IoU": 0.8329822113707709, + "TN": 101545525, + "TP": 59704, + "n_pred": 69609, + "n_ref": 61770 + }, + "15": { + "Dice": 0.8328046564626898, + "FN": 6224, + "FP": 4634, + "IoU": 0.713509234828496, + "TN": 101579300, + "TP": 27042, + "n_pred": 31676, + "n_ref": 33266 + }, + "2": { + "Dice": 0.7937113373463897, + "FN": 57893, + "FP": 1599, + "IoU": 0.6579779466718791, + "TN": 101443258, + "TP": 114450, + "n_pred": 116049, + "n_ref": 172343 + }, + "3": { + "Dice": 0.8528575674666382, + "FN": 5115, + "FP": 52806, + "IoU": 0.7434626627690673, + "TN": 101391420, + "TP": 167859, + "n_pred": 220665, + "n_ref": 172974 + }, + "4": { + "Dice": 0.35465300646420295, + "FN": 1674, + "FP": 51238, + "IoU": 0.21554906524736475, + "TN": 101549749, + "TP": 14539, + "n_pred": 65777, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7126862586204045, + "FN": 8824, + "FP": 8549, + "IoU": 0.553622816032888, + "TN": 101578280, + "TP": 21547, + "n_pred": 30096, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8894336746255742, + "FN": 238482, + "FP": 83538, + "IoU": 0.8008829858277065, + "TN": 99999960, + "TP": 1295220, + "n_pred": 1378758, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8828414690757455, + "FN": 37010, + "FP": 66719, + "IoU": 0.7902562122005617, + "TN": 101122649, + "TP": 390822, + "n_pred": 457541, + "n_ref": 427832 + }, + "8": { + "Dice": 0.8506199234567067, + "FN": 55693, + "FP": 6211, + "IoU": 0.7400684428208519, + "TN": 101379045, + "TP": 176251, + "n_pred": 182462, + "n_ref": 231944 + }, + "9": { + "Dice": 0.889232574262706, + "FN": 5965, + "FP": 12728, + "IoU": 0.8005569425772998, + "TN": 101523474, + "TP": 75033, + "n_pred": 87761, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9633994618418895, + "FN": 11805, + "FP": 3375, + "IoU": 0.9293835246832027, + "TN": 118967248, + "TP": 199784, + "n_pred": 203159, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7400126230159658, + "FN": 17434, + "FP": 27054, + "IoU": 0.5873174894714384, + "TN": 119074410, + "TP": 63314, + "n_pred": 90368, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6047619047619047, + "FN": 2133, + "FP": 357, + "IoU": 0.4334470989761092, + "TN": 119177817, + "TP": 1905, + "n_pred": 2262, + "n_ref": 4038 + }, + "12": { + "Dice": 0.5478028920398709, + "FN": 2184, + "FP": 1037, + "IoU": 0.3772235112142305, + "TN": 119177040, + "TP": 1951, + "n_pred": 2988, + "n_ref": 4135 + }, + "13": { + "Dice": 0.6651448592549337, + "FN": 8016, + "FP": 17215, + "IoU": 0.4982899184728574, + "TN": 119131922, + "TP": 25059, + "n_pred": 42274, + "n_ref": 33075 + }, + "14": { + "Dice": 0.308242788481221, + "FN": 47044, + "FP": 37441, + "IoU": 0.18220273357339217, + "TN": 119078904, + "TP": 18823, + "n_pred": 56264, + "n_ref": 65867 + }, + "15": { + "Dice": 0.3232598109424234, + "FN": 9435, + "FP": 37815, + "IoU": 0.19279063807978133, + "TN": 119123677, + "TP": 11285, + "n_pred": 49100, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9357454639392155, + "FN": 17804, + "FP": 6323, + "IoU": 0.8792496834476925, + "TN": 118982403, + "TP": 175682, + "n_pred": 182005, + "n_ref": 193486 + }, + "3": { + "Dice": 0.8787298083676132, + "FN": 21834, + "FP": 26514, + "IoU": 0.7836914018808665, + "TN": 118958698, + "TP": 175166, + "n_pred": 201680, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8593015073515796, + "FN": 8534, + "FP": 2863, + "IoU": 0.7533116883116883, + "TN": 119136012, + "TP": 34803, + "n_pred": 37666, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8368596017025507, + "FN": 4254, + "FP": 997, + "IoU": 0.7194828783588867, + "TN": 119163493, + "TP": 13468, + "n_pred": 14465, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9629716206600865, + "FN": 49903, + "FP": 79989, + "IoU": 0.9285875293721803, + "TN": 117363314, + "TP": 1689006, + "n_pred": 1768995, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.8354412769738822, + "FN": 57417, + "FP": 37212, + "IoU": 0.7173887073749097, + "TN": 118847374, + "TP": 240209, + "n_pred": 277421, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9454044038436679, + "FN": 5374, + "FP": 3495, + "IoU": 0.8964615510337501, + "TN": 119096553, + "TP": 76790, + "n_pred": 80285, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9011818819101967, + "FN": 12245, + "FP": 3825, + "IoU": 0.8201374431983525, + "TN": 119092866, + "TP": 73276, + "n_pred": 77101, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 12373, + "IoU": 0.0, + "TN": 61320107, + "TP": 0, + "n_pred": 12373, + "n_ref": 0 + }, + "10": { + "Dice": 0.6289376493591137, + "FN": 14163, + "FP": 9749, + "IoU": 0.4587228648391697, + "TN": 61288303, + "TP": 20265, + "n_pred": 30014, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7935792734441003, + "FN": 1046, + "FP": 420, + "IoU": 0.657796451914099, + "TN": 61328196, + "TP": 2818, + "n_pred": 3238, + "n_ref": 3864 + }, + "12": { + "Dice": 0.5865109355318905, + "FN": 2289, + "FP": 1322, + "IoU": 0.41493843162670124, + "TN": 61326308, + "TP": 2561, + "n_pred": 3883, + "n_ref": 4850 + }, + "13": { + "Dice": 0.5238860482103725, + "FN": 27594, + "FP": 18032, + "IoU": 0.3549089469517023, + "TN": 61261752, + "TP": 25102, + "n_pred": 43134, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9496134664474342, + "FN": 9240, + "FP": 18493, + "IoU": 0.9040609681425542, + "TN": 61043411, + "TP": 261336, + "n_pred": 279829, + "n_ref": 270576 + }, + "15": { + "Dice": 0.6507172023871846, + "FN": 42293, + "FP": 17755, + "IoU": 0.48226895320865987, + "TN": 61216497, + "TP": 55935, + "n_pred": 73690, + "n_ref": 98228 + }, + "2": { + "Dice": 0.7667732828783373, + "FN": 58817, + "FP": 3309, + "IoU": 0.6217618157575905, + "TN": 61168229, + "TP": 102125, + "n_pred": 105434, + "n_ref": 160942 + }, + "3": { + "Dice": 0.8027971936094177, + "FN": 6440, + "FP": 53598, + "IoU": 0.6705607348430392, + "TN": 61150237, + "TP": 122205, + "n_pred": 175803, + "n_ref": 128645 + }, + "4": { + "Dice": 0.91976401179941, + "FN": 3214, + "FP": 3586, + "IoU": 0.8514472965592572, + "TN": 61286705, + "TP": 38975, + "n_pred": 42561, + "n_ref": 42189 + }, + "5": { + "Dice": 0.8399147408570787, + "FN": 1085, + "FP": 1769, + "IoU": 0.7240112174838024, + "TN": 61322139, + "TP": 7487, + "n_pred": 9256, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9405440173868228, + "FN": 28978, + "FP": 119843, + "IoU": 0.8877612971394482, + "TN": 60006547, + "TP": 1177112, + "n_pred": 1296955, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.4935223425746534, + "FN": 132648, + "FP": 14268, + "IoU": 0.3276001739170233, + "TN": 61113985, + "TP": 71579, + "n_pred": 85847, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9248557838275479, + "FN": 9105, + "FP": 2775, + "IoU": 0.8602155598437426, + "TN": 61247492, + "TP": 73108, + "n_pred": 75883, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8643182125320961, + "FN": 5813, + "FP": 12259, + "IoU": 0.7610566816072349, + "TN": 61256847, + "TP": 57561, + "n_pred": 69820, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.97347662184212, + "FN": 4140, + "FP": 5288, + "IoU": 0.9483238692420688, + "TN": 148925056, + "TP": 173016, + "n_pred": 178304, + "n_ref": 177156 + }, + "10": { + "Dice": 0.7903543038216735, + "FN": 14937, + "FP": 15761, + "IoU": 0.653376692298138, + "TN": 149018937, + "TP": 57865, + "n_pred": 73626, + "n_ref": 72802 + }, + "11": { + "Dice": 0.7531491712707182, + "FN": 900, + "FP": 217, + "IoU": 0.6040411201701524, + "TN": 149104679, + "TP": 1704, + "n_pred": 1921, + "n_ref": 2604 + }, + "12": { + "Dice": 0.5222291797119599, + "FN": 1263, + "FP": 263, + "IoU": 0.35338983050847456, + "TN": 149105140, + "TP": 834, + "n_pred": 1097, + "n_ref": 2097 + }, + "13": { + "Dice": 0.6379056357590808, + "FN": 38899, + "FP": 12719, + "IoU": 0.4683270502441135, + "TN": 149010414, + "TP": 45468, + "n_pred": 58187, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9220485568406794, + "FN": 4577, + "FP": 10385, + "IoU": 0.8553711418932635, + "TN": 149004049, + "TP": 88489, + "n_pred": 98874, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8643270526677413, + "FN": 5336, + "FP": 4932, + "IoU": 0.7610703897614892, + "TN": 149064525, + "TP": 32707, + "n_pred": 37639, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9646211147491768, + "FN": 2777, + "FP": 8536, + "IoU": 0.9316600217470098, + "TN": 148941960, + "TP": 154227, + "n_pred": 162763, + "n_ref": 157004 + }, + "3": { + "Dice": 0.8530692999032942, + "FN": 12010, + "FP": 4551, + "IoU": 0.7437845197023377, + "TN": 149042863, + "TP": 48076, + "n_pred": 52627, + "n_ref": 60086 + }, + "4": { + "Dice": 0.8874955496657304, + "FN": 3398, + "FP": 2290, + "IoU": 0.7977456174661309, + "TN": 149079377, + "TP": 22435, + "n_pred": 24725, + "n_ref": 25833 + }, + "5": { + "Dice": 0.30355663882249934, + "FN": 27302, + "FP": 2129, + "IoU": 0.17893709024968615, + "TN": 149071655, + "TP": 6414, + "n_pred": 8543, + "n_ref": 33716 + }, + "6": { + "Dice": 0.971585340181403, + "FN": 32992, + "FP": 29773, + "IoU": 0.9447408503033025, + "TN": 147971670, + "TP": 1073065, + "n_pred": 1102838, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.904589550079613, + "FN": 32831, + "FP": 18282, + "IoU": 0.8257996353288005, + "TN": 148814085, + "TP": 242302, + "n_pred": 260584, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9017912999241499, + "FN": 32302, + "FP": 10555, + "IoU": 0.8211474739381192, + "TN": 148867878, + "TP": 196765, + "n_pred": 207320, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8678351818860985, + "FN": 11981, + "FP": 11017, + "IoU": 0.766527247624462, + "TN": 149008996, + "TP": 75506, + "n_pred": 86523, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5360129145762647, + "FN": 321029, + "FP": 14964, + "IoU": 0.3661322698219851, + "TN": 100182732, + "TP": 194075, + "n_pred": 209039, + "n_ref": 515104 + }, + "10": { + "Dice": 0.42265901599316325, + "FN": 22892, + "FP": 19669, + "IoU": 0.2679566563467492, + "TN": 100654660, + "TP": 15579, + "n_pred": 35248, + "n_ref": 38471 + }, + "11": { + "Dice": 0.34726962457337884, + "FN": 2667, + "FP": 393, + "IoU": 0.2101187403200826, + "TN": 100708926, + "TP": 814, + "n_pred": 1207, + "n_ref": 3481 + }, + "12": { + "Dice": 0.5707414829659319, + "FN": 3025, + "FP": 1259, + "IoU": 0.39932697700504766, + "TN": 100705668, + "TP": 2848, + "n_pred": 4107, + "n_ref": 5873 + }, + "13": { + "Dice": 0.009065566711239037, + "FN": 38955, + "FP": 4768, + "IoU": 0.0045534230357671375, + "TN": 100668877, + "TP": 200, + "n_pred": 4968, + "n_ref": 39155 + }, + "14": { + "Dice": 0.5645878537031072, + "FN": 14555, + "FP": 200364, + "IoU": 0.39332804530019, + "TN": 100358541, + "TP": 139340, + "n_pred": 339704, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8189436108422071, + "FN": 14053, + "FP": 21857, + "IoU": 0.6933992469455188, + "TN": 100595677, + "TP": 81213, + "n_pred": 103070, + "n_ref": 95266 + }, + "2": { + "Dice": 0.05203181753954335, + "FN": 226896, + "FP": 1206, + "IoU": 0.02671081489319941, + "TN": 100478438, + "TP": 6260, + "n_pred": 7466, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6128731537148371, + "FN": 17514, + "FP": 243274, + "IoU": 0.44182920643210144, + "TN": 100245581, + "TP": 206431, + "n_pred": 449705, + "n_ref": 223945 + }, + "4": { + "Dice": 0.5995407057605848, + "FN": 29848, + "FP": 7295, + "IoU": 0.428102914684281, + "TN": 100647853, + "TP": 27804, + "n_pred": 35099, + "n_ref": 57652 + }, + "5": { + "Dice": 0.5268756089639494, + "FN": 9984, + "FP": 1670, + "IoU": 0.35765860111337705, + "TN": 100694657, + "TP": 6489, + "n_pred": 8159, + "n_ref": 16473 + }, + "6": { + "Dice": 0.5118554172533757, + "FN": 1207303, + "FP": 453586, + "IoU": 0.34395543496765574, + "TN": 98181129, + "TP": 870782, + "n_pred": 1324368, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.6675873125127968, + "FN": 19054, + "FP": 133556, + "IoU": 0.5010364422240677, + "TN": 100406946, + "TP": 153244, + "n_pred": 286800, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9295572114217416, + "FN": 6450, + "FP": 8638, + "IoU": 0.8683857010764319, + "TN": 100598162, + "TP": 99550, + "n_pred": 108188, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7647023541760384, + "FN": 25358, + "FP": 21718, + "IoU": 0.6190429948289675, + "TN": 100589227, + "TP": 76497, + "n_pred": 98215, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7448084999322637, + "FN": 864, + "FP": 51880, + "IoU": 0.5933823642783355, + "TN": 78820986, + "TP": 76970, + "n_pred": 128850, + "n_ref": 77834 + }, + "10": { + "Dice": 0.5024551906026061, + "FN": 24465, + "FP": 4210, + "IoU": 0.33551930296148674, + "TN": 78907546, + "TP": 14479, + "n_pred": 18689, + "n_ref": 38944 + }, + "11": { + "Dice": 0.23357015985790408, + "FN": 1105, + "FP": 621, + "IoU": 0.1322272498743087, + "TN": 78948711, + "TP": 263, + "n_pred": 884, + "n_ref": 1368 + }, + "12": { + "Dice": 0.2568690095846645, + "FN": 2158, + "FP": 168, + "IoU": 0.14736070381231672, + "TN": 78947972, + "TP": 402, + "n_pred": 570, + "n_ref": 2560 + }, + "13": { + "Dice": 0.35055433844519684, + "FN": 46204, + "FP": 2709, + "IoU": 0.21252857648839232, + "TN": 78888586, + "TP": 13201, + "n_pred": 15910, + "n_ref": 59405 + }, + "14": { + "Dice": 0.02971797034173427, + "FN": 25278, + "FP": 104733, + "IoU": 0.015083104801442402, + "TN": 78818698, + "TP": 1991, + "n_pred": 106724, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8965183665791855, + "FN": 9074, + "FP": 2479, + "IoU": 0.8124452092600409, + "TN": 78889102, + "TP": 50045, + "n_pred": 52524, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8279257528701345, + "FN": 25878, + "FP": 4983, + "IoU": 0.7063765413304917, + "TN": 78845596, + "TP": 74243, + "n_pred": 79226, + "n_ref": 100121 + }, + "3": { + "Dice": 0.8840105311728144, + "FN": 3253, + "FP": 18114, + "IoU": 0.79213160685274, + "TN": 78847909, + "TP": 81424, + "n_pred": 99538, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8776413046464979, + "FN": 1158, + "FP": 3295, + "IoU": 0.781961513979337, + "TN": 78930277, + "TP": 15970, + "n_pred": 19265, + "n_ref": 17128 + }, + "5": { + "Dice": 0.3958228061310426, + "FN": 25398, + "FP": 3298, + "IoU": 0.24674506509869804, + "TN": 78912604, + "TP": 9400, + "n_pred": 12698, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9277827560570897, + "FN": 50665, + "FP": 51525, + "IoU": 0.8652936345672958, + "TN": 78192087, + "TP": 656423, + "n_pred": 707948, + "n_ref": 707088 + }, + "7": { + "Dice": 0.3678379335888434, + "FN": 549798, + "FP": 39042, + "IoU": 0.22536851036959568, + "TN": 78190545, + "TP": 171315, + "n_pred": 210357, + "n_ref": 721113 + }, + "8": { + "Dice": 0.6665799354719911, + "FN": 164587, + "FP": 1999, + "IoU": 0.49990243375251797, + "TN": 78617593, + "TP": 166521, + "n_pred": 168520, + "n_ref": 331108 + }, + "9": { + "Dice": 0.6931908803897793, + "FN": 25321, + "FP": 2764, + "IoU": 0.5304453955727948, + "TN": 78890888, + "TP": 31727, + "n_pred": 34491, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.96169267410753, + "FN": 4050, + "FP": 7434, + "IoU": 0.9262119703151604, + "TN": 104848805, + "TP": 144151, + "n_pred": 151585, + "n_ref": 148201 + }, + "10": { + "Dice": 0.8023030146202613, + "FN": 12822, + "FP": 23850, + "IoU": 0.6698714486334666, + "TN": 104893356, + "TP": 74412, + "n_pred": 98262, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8624833110814419, + "FN": 778, + "FP": 355, + "IoU": 0.7582159624413145, + "TN": 104999754, + "TP": 3553, + "n_pred": 3908, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7270898524810013, + "FN": 1580, + "FP": 862, + "IoU": 0.5712028094820017, + "TN": 104998745, + "TP": 3253, + "n_pred": 4115, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8441823478909516, + "FN": 17838, + "FP": 4304, + "IoU": 0.7303767565329632, + "TN": 104922318, + "TP": 59980, + "n_pred": 64284, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9162077369491161, + "FN": 2038, + "FP": 10408, + "IoU": 0.8453720959125357, + "TN": 104923950, + "TP": 68044, + "n_pred": 78452, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8795481250901894, + "FN": 3027, + "FP": 2816, + "IoU": 0.7849941124521637, + "TN": 104977264, + "TP": 21333, + "n_pred": 24149, + "n_ref": 24360 + }, + "2": { + "Dice": 0.9152958073919897, + "FN": 20355, + "FP": 7481, + "IoU": 0.8438206597056629, + "TN": 104826209, + "TP": 150395, + "n_pred": 157876, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8103929749007469, + "FN": 9024, + "FP": 58602, + "IoU": 0.6812274623488651, + "TN": 104792295, + "TP": 144519, + "n_pred": 203121, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2927, + "IoU": 0.0, + "TN": 105001513, + "TP": 0, + "n_pred": 2927, + "n_ref": 0 + }, + "5": { + "Dice": 0.6230835033230243, + "FN": 11142, + "FP": 11770, + "IoU": 0.45252090800477895, + "TN": 104962590, + "TP": 18938, + "n_pred": 30708, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9581177657222401, + "FN": 23785, + "FP": 82183, + "IoU": 0.9196027479885134, + "TN": 103686385, + "TP": 1212087, + "n_pred": 1294270, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8354892486790427, + "FN": 8326, + "FP": 79007, + "IoU": 0.7174594547378025, + "TN": 104695341, + "TP": 221766, + "n_pred": 300773, + "n_ref": 230092 + }, + "8": { + "Dice": 0.7888003767854678, + "FN": 123332, + "FP": 6711, + "IoU": 0.6512554674447356, + "TN": 104631551, + "TP": 242846, + "n_pred": 249557, + "n_ref": 366178 + }, + "9": { + "Dice": 0.8866270204330589, + "FN": 12151, + "FP": 8667, + "IoU": 0.7963432171471615, + "TN": 104902219, + "TP": 81403, + "n_pred": 90070, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8783446425372594, + "FN": 72440, + "FP": 23317, + "IoU": 0.7830788991407608, + "TN": 177234851, + "TP": 345680, + "n_pred": 368997, + "n_ref": 418120 + }, + "10": { + "Dice": 0.3635728823374124, + "FN": 50614, + "FP": 24121, + "IoU": 0.22217480901729772, + "TN": 177580206, + "TP": 21347, + "n_pred": 45468, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7579450418160095, + "FN": 1571, + "FP": 455, + "IoU": 0.6102347056560216, + "TN": 177671090, + "TP": 3172, + "n_pred": 3627, + "n_ref": 4743 + }, + "12": { + "Dice": 0.7362740010378828, + "FN": 1651, + "FP": 890, + "IoU": 0.5826215505913273, + "TN": 177670200, + "TP": 3547, + "n_pred": 4437, + "n_ref": 5198 + }, + "13": { + "Dice": 0.7388280765107488, + "FN": 24706, + "FP": 12324, + "IoU": 0.585826613128726, + "TN": 177586881, + "TP": 52377, + "n_pred": 64701, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9054325955734407, + "FN": 3120, + "FP": 12155, + "IoU": 0.8272058823529411, + "TN": 177587888, + "TP": 73125, + "n_pred": 85280, + "n_ref": 76245 + }, + "15": { + "Dice": 0.5637911761864676, + "FN": 2742, + "FP": 28867, + "IoU": 0.39255515412406794, + "TN": 177624252, + "TP": 20427, + "n_pred": 49294, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9024525293585265, + "FN": 11450, + "FP": 32417, + "IoU": 0.8222446440800217, + "TN": 177429505, + "TP": 202916, + "n_pred": 235333, + "n_ref": 214366 + }, + "3": { + "Dice": 0.8760314296009603, + "FN": 38080, + "FP": 9741, + "IoU": 0.7794091869401161, + "TN": 177459502, + "TP": 168965, + "n_pred": 178706, + "n_ref": 207045 + }, + "4": { + "Dice": 0.8753965680122954, + "FN": 3391, + "FP": 5446, + "IoU": 0.7784046741392713, + "TN": 177636409, + "TP": 31042, + "n_pred": 36488, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6902066425697333, + "FN": 10940, + "FP": 7230, + "IoU": 0.526958423368306, + "TN": 177637877, + "TP": 20241, + "n_pred": 27471, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9346668244762694, + "FN": 99807, + "FP": 138657, + "IoU": 0.8773469614487279, + "TN": 175732072, + "TP": 1705752, + "n_pred": 1844409, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8309446320893262, + "FN": 23888, + "FP": 116207, + "IoU": 0.7107829576749506, + "TN": 177191894, + "TP": 344299, + "n_pred": 460506, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8416717984149156, + "FN": 31332, + "FP": 31916, + "IoU": 0.7266263544849824, + "TN": 177444927, + "TP": 168113, + "n_pred": 200029, + "n_ref": 199445 + }, + "9": { + "Dice": 0.8874686453279661, + "FN": 17054, + "FP": 12914, + "IoU": 0.7977021425967679, + "TN": 177528150, + "TP": 118170, + "n_pred": 131084, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9554183887650661, + "FN": 10451, + "FP": 6031, + "IoU": 0.9146421672458349, + "TN": 193812442, + "TP": 176611, + "n_pred": 182642, + "n_ref": 187062 + }, + "10": { + "Dice": 0.878328920955401, + "FN": 11569, + "FP": 9342, + "IoU": 0.7830539071253683, + "TN": 193909147, + "TP": 75477, + "n_pred": 84819, + "n_ref": 87046 + }, + "11": { + "Dice": 0.4309004263857537, + "FN": 2253, + "FP": 16, + "IoU": 0.27461636828644503, + "TN": 194002407, + "TP": 859, + "n_pred": 875, + "n_ref": 3112 + }, + "12": { + "Dice": 0.765269789098877, + "FN": 1156, + "FP": 558, + "IoU": 0.6197870452528838, + "TN": 194001027, + "TP": 2794, + "n_pred": 3352, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7319665907365224, + "FN": 22533, + "FP": 9943, + "IoU": 0.577245508982036, + "TN": 193928715, + "TP": 44344, + "n_pred": 54287, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8987682055683166, + "FN": 4689, + "FP": 11353, + "IoU": 0.8161480717437396, + "TN": 193918280, + "TP": 71213, + "n_pred": 82566, + "n_ref": 75902 + }, + "15": { + "Dice": 0.746655827359397, + "FN": 760, + "FP": 12952, + "IoU": 0.5957308803585117, + "TN": 193971617, + "TP": 20206, + "n_pred": 33158, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9130096255520838, + "FN": 4635, + "FP": 20950, + "IoU": 0.8399426959192738, + "TN": 193845686, + "TP": 134264, + "n_pred": 155214, + "n_ref": 138899 + }, + "3": { + "Dice": 0.8849724513519539, + "FN": 23406, + "FP": 5488, + "IoU": 0.7936776561484686, + "TN": 193865492, + "TP": 111149, + "n_pred": 116637, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8857731771954065, + "FN": 1476, + "FP": 3567, + "IoU": 0.794966661245731, + "TN": 193980939, + "TP": 19553, + "n_pred": 23120, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5267397124665332, + "FN": 15564, + "FP": 5471, + "IoU": 0.35753336794844387, + "TN": 193972794, + "TP": 11706, + "n_pred": 17177, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9522924490182283, + "FN": 37125, + "FP": 97945, + "IoU": 0.9089296417935203, + "TN": 192522396, + "TP": 1348069, + "n_pred": 1446014, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.8981966638689016, + "FN": 46412, + "FP": 16053, + "IoU": 0.8152059758893573, + "TN": 193667510, + "TP": 275560, + "n_pred": 291613, + "n_ref": 321972 + }, + "8": { + "Dice": 0.8754688107572469, + "FN": 32017, + "FP": 27551, + "IoU": 0.778518923380665, + "TN": 193736582, + "TP": 209385, + "n_pred": 236936, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8561259849471384, + "FN": 20840, + "FP": 5234, + "IoU": 0.748444298656067, + "TN": 193901884, + "TP": 77577, + "n_pred": 82811, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9639456104609845, + "FN": 2550, + "FP": 5821, + "IoU": 0.9304005853301628, + "TN": 99535526, + "TP": 111903, + "n_pred": 117724, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8488576313936664, + "FN": 16828, + "FP": 2707, + "IoU": 0.7374045596300678, + "TN": 99581408, + "TP": 54857, + "n_pred": 57564, + "n_ref": 71685 + }, + "11": { + "Dice": 0.48524860738601194, + "FN": 2466, + "FP": 29, + "IoU": 0.32034867883410517, + "TN": 99652129, + "TP": 1176, + "n_pred": 1205, + "n_ref": 3642 + }, + "12": { + "Dice": 0.5719992011184342, + "FN": 2136, + "FP": 7, + "IoU": 0.40055944055944054, + "TN": 99652225, + "TP": 1432, + "n_pred": 1439, + "n_ref": 3568 + }, + "13": { + "Dice": 0.6602955490664543, + "FN": 19314, + "FP": 7559, + "IoU": 0.4928665785997358, + "TN": 99602810, + "TP": 26117, + "n_pred": 33676, + "n_ref": 45431 + }, + "14": { + "Dice": 0.27701043946132065, + "FN": 36481, + "FP": 55698, + "IoU": 0.16077313862233472, + "TN": 99545962, + "TP": 17659, + "n_pred": 73357, + "n_ref": 54140 + }, + "15": { + "Dice": 0.7798920998703526, + "FN": 9975, + "FP": 5814, + "IoU": 0.6391992870364023, + "TN": 99612039, + "TP": 27972, + "n_pred": 33786, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9561382364232084, + "FN": 7654, + "FP": 2172, + "IoU": 0.9159625055591666, + "TN": 99538876, + "TP": 107098, + "n_pred": 109270, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9607735368956744, + "FN": 5814, + "FP": 3821, + "IoU": 0.924508344433127, + "TN": 99528170, + "TP": 117995, + "n_pred": 121816, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8688181896280175, + "FN": 3736, + "FP": 845, + "IoU": 0.7680623765885272, + "TN": 99636049, + "TP": 15170, + "n_pred": 16015, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8468, + "FN": 615, + "FP": 1683, + "IoU": 0.734304543877905, + "TN": 99647151, + "TP": 6351, + "n_pred": 8034, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9706736088320645, + "FN": 39400, + "FP": 40041, + "IoU": 0.9430182857069079, + "TN": 98261651, + "TP": 1314708, + "n_pred": 1354749, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9130012690548432, + "FN": 16971, + "FP": 11616, + "IoU": 0.8399285510305786, + "TN": 99477211, + "TP": 150002, + "n_pred": 161618, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9626859726343883, + "FN": 4251, + "FP": 3243, + "IoU": 0.9280564489031824, + "TN": 99551635, + "TP": 96671, + "n_pred": 99914, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9290333071356948, + "FN": 9833, + "FP": 3260, + "IoU": 0.8674717088082272, + "TN": 99557006, + "TP": 85701, + "n_pred": 88961, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9446217210539779, + "FN": 46243, + "FP": 736, + "IoU": 0.895055109526554, + "TN": 62635866, + "TP": 400675, + "n_pred": 401411, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8863200672042045, + "FN": 9123, + "FP": 6710, + "IoU": 0.7958481077944685, + "TN": 63005965, + "TP": 61722, + "n_pred": 68432, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7383911052975801, + "FN": 1287, + "FP": 313, + "IoU": 0.585277345775013, + "TN": 63079662, + "TP": 2258, + "n_pred": 2571, + "n_ref": 3545 + }, + "12": { + "Dice": 0.795754446356856, + "FN": 728, + "FP": 696, + "IoU": 0.6607908527870414, + "TN": 63079322, + "TP": 2774, + "n_pred": 3470, + "n_ref": 3502 + }, + "13": { + "Dice": 0.6096630479311758, + "FN": 21844, + "FP": 8646, + "IoU": 0.4385002117824718, + "TN": 63029219, + "TP": 23811, + "n_pred": 32457, + "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": 0.9725921927833251, + "FN": 1439, + "FP": 5467, + "IoU": 0.9466466829935336, + "TN": 62954081, + "TP": 122533, + "n_pred": 128000, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9805334413510524, + "FN": 1714, + "FP": 3284, + "IoU": 0.9618103046464893, + "TN": 62952647, + "TP": 125875, + "n_pred": 129159, + "n_ref": 127589 + }, + "4": { + "Dice": 0.37929971371944504, + "FN": 13723, + "FP": 370, + "IoU": 0.23403445839447795, + "TN": 63065121, + "TP": 4306, + "n_pred": 4676, + "n_ref": 18029 + }, + "5": { + "Dice": 0.547364554637282, + "FN": 9503, + "FP": 2820, + "IoU": 0.3768079296045312, + "TN": 63063746, + "TP": 7451, + "n_pred": 10271, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9020640123536369, + "FN": 160546, + "FP": 49887, + "IoU": 0.8215998223060202, + "TN": 61903964, + "TP": 969123, + "n_pred": 1019010, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.8274415901171118, + "FN": 7895, + "FP": 54152, + "IoU": 0.7056719589770836, + "TN": 62872711, + "TP": 148762, + "n_pred": 202914, + "n_ref": 156657 + }, + "8": { + "Dice": 0.8826141143480293, + "FN": 21310, + "FP": 2802, + "IoU": 0.7898919484140816, + "TN": 62968760, + "TP": 90648, + "n_pred": 93450, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8887507066139062, + "FN": 3584, + "FP": 6256, + "IoU": 0.7997761725506155, + "TN": 63034375, + "TP": 39305, + "n_pred": 45561, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9702141377828143, + "FN": 14545, + "FP": 3749, + "IoU": 0.942151347556753, + "TN": 109292579, + "TP": 297945, + "n_pred": 301694, + "n_ref": 312490 + }, + "10": { + "Dice": 0.5973054341411697, + "FN": 28210, + "FP": 52312, + "IoU": 0.42582715345122646, + "TN": 109468578, + "TP": 59718, + "n_pred": 112030, + "n_ref": 87928 + }, + "11": { + "Dice": 0.6587964295997697, + "FN": 2178, + "FP": 192, + "IoU": 0.49119793902962644, + "TN": 109604160, + "TP": 2288, + "n_pred": 2480, + "n_ref": 4466 + }, + "12": { + "Dice": 0.6670938801666133, + "FN": 1999, + "FP": 79, + "IoU": 0.5004807692307692, + "TN": 109604658, + "TP": 2082, + "n_pred": 2161, + "n_ref": 4081 + }, + "13": { + "Dice": 0.6596962109831414, + "FN": 31376, + "FP": 19593, + "IoU": 0.4921990196469135, + "TN": 109508446, + "TP": 49403, + "n_pred": 68996, + "n_ref": 80779 + }, + "14": { + "Dice": 0.5245123817281041, + "FN": 30588, + "FP": 89669, + "IoU": 0.35548409572044914, + "TN": 109422233, + "TP": 66328, + "n_pred": 155997, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8092805766109217, + "FN": 22025, + "FP": 16396, + "IoU": 0.6796568198304109, + "TN": 109488881, + "TP": 81516, + "n_pred": 97912, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7751108445121002, + "FN": 77090, + "FP": 2391, + "IoU": 0.6328008057213609, + "TN": 109392366, + "TP": 136971, + "n_pred": 139362, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8559064676988588, + "FN": 16548, + "FP": 60604, + "IoU": 0.7481088246145006, + "TN": 109302527, + "TP": 229139, + "n_pred": 289743, + "n_ref": 245687 + }, + "4": { + "Dice": 0.7361143950909194, + "FN": 17601, + "FP": 5836, + "IoU": 0.5824216940455403, + "TN": 109552692, + "TP": 32689, + "n_pred": 38525, + "n_ref": 50290 + }, + "5": { + "Dice": 0.6932581100141044, + "FN": 4408, + "FP": 1029, + "IoU": 0.5305241343580002, + "TN": 109597237, + "TP": 6144, + "n_pred": 7173, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9150875920113373, + "FN": 49749, + "FP": 173084, + "IoU": 0.8434667953589299, + "TN": 108185267, + "TP": 1200718, + "n_pred": 1373802, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.7406755866666259, + "FN": 470412, + "FP": 39050, + "IoU": 0.5881531230750078, + "TN": 108371800, + "TP": 727556, + "n_pred": 766606, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9469874411653171, + "FN": 4513, + "FP": 4993, + "IoU": 0.8993125801018949, + "TN": 109514407, + "TP": 84905, + "n_pred": 89898, + "n_ref": 89418 + }, + "9": { + "Dice": 0.6509285954839292, + "FN": 15578, + "FP": 26919, + "IoU": 0.482501217730151, + "TN": 109526698, + "TP": 39623, + "n_pred": 66542, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9328344678676798, + "FN": 2180, + "FP": 5970, + "IoU": 0.874123497976709, + "TN": 67002606, + "TP": 56596, + "n_pred": 62566, + "n_ref": 58776 + }, + "10": { + "Dice": 0.6284923757042716, + "FN": 38136, + "FP": 9933, + "IoU": 0.45824927588499814, + "TN": 66978623, + "TP": 40660, + "n_pred": 50593, + "n_ref": 78796 + }, + "11": { + "Dice": 0.0, + "FN": 3126, + "FP": 2, + "IoU": 0.0, + "TN": 67064224, + "TP": 0, + "n_pred": 2, + "n_ref": 3126 + }, + "12": { + "Dice": 0.607623743599469, + "FN": 1709, + "FP": 360, + "IoU": 0.4363933533097249, + "TN": 67063681, + "TP": 1602, + "n_pred": 1962, + "n_ref": 3311 + }, + "13": { + "Dice": 0.3206567049317001, + "FN": 28211, + "FP": 14161, + "IoU": 0.19094172458565645, + "TN": 67014980, + "TP": 10000, + "n_pred": 24161, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8100211519580387, + "FN": 14012, + "FP": 14819, + "IoU": 0.6807021429758016, + "TN": 66977057, + "TP": 61464, + "n_pred": 76283, + "n_ref": 75476 + }, + "15": { + "Dice": 0.2906907979156671, + "FN": 18336, + "FP": 45233, + "IoU": 0.17006332006005614, + "TN": 66990757, + "TP": 13026, + "n_pred": 58259, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9009504404171307, + "FN": 3659, + "FP": 27647, + "IoU": 0.8197541526326395, + "TN": 66893667, + "TP": 142379, + "n_pred": 170026, + "n_ref": 146038 + }, + "3": { + "Dice": 0.8940165884741024, + "FN": 27360, + "FP": 4176, + "IoU": 0.8083453867003756, + "TN": 66902806, + "TP": 133010, + "n_pred": 137186, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 103, + "IoU": 0.0, + "TN": 67054210, + "TP": 0, + "n_pred": 103, + "n_ref": 13039 + }, + "5": { + "Dice": 0.7226268361930626, + "FN": 3067, + "FP": 1427, + "IoU": 0.5657131812910707, + "TN": 67057004, + "TP": 5854, + "n_pred": 7281, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9612971790585856, + "FN": 55025, + "FP": 27497, + "IoU": 0.925478548510465, + "TN": 65959993, + "TP": 1024837, + "n_pred": 1052334, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.6072029606620046, + "FN": 194839, + "FP": 7990, + "IoU": 0.43595939933259176, + "TN": 66707752, + "TP": 156771, + "n_pred": 164761, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8740417726556957, + "FN": 9949, + "FP": 11888, + "IoU": 0.7762648306387164, + "TN": 66969750, + "TP": 75765, + "n_pred": 87653, + "n_ref": 85714 + }, + "9": { + "Dice": 0.882822732860012, + "FN": 11628, + "FP": 5817, + "IoU": 0.79022618775628, + "TN": 66984191, + "TP": 65716, + "n_pred": 71533, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6796402143316228, + "FN": 81346, + "FP": 11863, + "IoU": 0.5147386505622658, + "TN": 74327200, + "TP": 98871, + "n_pred": 110734, + "n_ref": 180217 + }, + "10": { + "Dice": 0.733664090520546, + "FN": 14522, + "FP": 15701, + "IoU": 0.5793597773138482, + "TN": 74447430, + "TP": 41627, + "n_pred": 57328, + "n_ref": 56149 + }, + "11": { + "Dice": 0.561189167175728, + "FN": 2009, + "FP": 146, + "IoU": 0.3900367959241438, + "TN": 74515747, + "TP": 1378, + "n_pred": 1524, + "n_ref": 3387 + }, + "12": { + "Dice": 0.49065579340808696, + "FN": 1479, + "FP": 20, + "IoU": 0.325078793336335, + "TN": 74517059, + "TP": 722, + "n_pred": 742, + "n_ref": 2201 + }, + "13": { + "Dice": 0.46389838062694994, + "FN": 24155, + "FP": 19147, + "IoU": 0.3019971952222061, + "TN": 74457243, + "TP": 18735, + "n_pred": 37882, + "n_ref": 42890 + }, + "14": { + "Dice": 0.4459096975382867, + "FN": 15052, + "FP": 26881, + "IoU": 0.2869265040982213, + "TN": 74460474, + "TP": 16873, + "n_pred": 43754, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7784942689865589, + "FN": 6757, + "FP": 6674, + "IoU": 0.6373234682580401, + "TN": 74482247, + "TP": 23602, + "n_pred": 30276, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9199771190147717, + "FN": 4204, + "FP": 19578, + "IoU": 0.8518126191692733, + "TN": 74358794, + "TP": 136704, + "n_pred": 156282, + "n_ref": 140908 + }, + "3": { + "Dice": 0.8929016648141439, + "FN": 10240, + "FP": 24640, + "IoU": 0.8065242593506803, + "TN": 74338999, + "TP": 145401, + "n_pred": 170041, + "n_ref": 155641 + }, + "4": { + "Dice": 0.4899154929577465, + "FN": 8930, + "FP": 124, + "IoU": 0.3244291896731831, + "TN": 74505878, + "TP": 4348, + "n_pred": 4472, + "n_ref": 13278 + }, + "5": { + "Dice": 0.5787483832454482, + "FN": 4337, + "FP": 4131, + "IoU": 0.4072103605180259, + "TN": 74504995, + "TP": 5817, + "n_pred": 9948, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9439211146581588, + "FN": 91747, + "FP": 88171, + "IoU": 0.8937979233934042, + "TN": 72825170, + "TP": 1514192, + "n_pred": 1602363, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.7268255920034905, + "FN": 66409, + "FP": 9348, + "IoU": 0.5708766901364571, + "TN": 74342741, + "TP": 100782, + "n_pred": 110130, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9581154248446441, + "FN": 2090, + "FP": 3356, + "IoU": 0.919598435077877, + "TN": 74451545, + "TP": 62289, + "n_pred": 65645, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9200681768198813, + "FN": 9187, + "FP": 5351, + "IoU": 0.8519687605005651, + "TN": 74421071, + "TP": 83671, + "n_pred": 89022, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9390757571312959, + "FN": 10815, + "FP": 24492, + "IoU": 0.8851487403021974, + "TN": 65743765, + "TP": 272108, + "n_pred": 296600, + "n_ref": 282923 + }, + "10": { + "Dice": 0.46685874425341645, + "FN": 53880, + "FP": 13846, + "IoU": 0.3045112395896446, + "TN": 65953801, + "TP": 29653, + "n_pred": 43499, + "n_ref": 83533 + }, + "11": { + "Dice": 0.4436259463883773, + "FN": 2553, + "FP": 166, + "IoU": 0.28503812779384696, + "TN": 66047377, + "TP": 1084, + "n_pred": 1250, + "n_ref": 3637 + }, + "12": { + "Dice": 0.5906210392902408, + "FN": 1628, + "FP": 310, + "IoU": 0.41906474820143885, + "TN": 66047844, + "TP": 1398, + "n_pred": 1708, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7050578845515235, + "FN": 16840, + "FP": 8917, + "IoU": 0.5444705799126328, + "TN": 65994637, + "TP": 30786, + "n_pred": 39703, + "n_ref": 47626 + }, + "14": { + "Dice": 0.5013977363274973, + "FN": 1722, + "FP": 111537, + "IoU": 0.3345769244327462, + "TN": 65880974, + "TP": 56947, + "n_pred": 168484, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8528214323383609, + "FN": 4382, + "FP": 2595, + "IoU": 0.7434077452098121, + "TN": 66023989, + "TP": 20214, + "n_pred": 22809, + "n_ref": 24596 + }, + "2": { + "Dice": 0.8786680207386819, + "FN": 28876, + "FP": 2904, + "IoU": 0.7835931169264503, + "TN": 65904327, + "TP": 115073, + "n_pred": 117977, + "n_ref": 143949 + }, + "3": { + "Dice": 0.8968521861998587, + "FN": 8302, + "FP": 25862, + "IoU": 0.8129936668327048, + "TN": 65868491, + "TP": 148525, + "n_pred": 174387, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8837117543670864, + "FN": 4891, + "FP": 1593, + "IoU": 0.7916519392050384, + "TN": 66020059, + "TP": 24637, + "n_pred": 26230, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8406909788867563, + "FN": 2095, + "FP": 893, + "IoU": 0.7251655629139073, + "TN": 66040308, + "TP": 7884, + "n_pred": 8777, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9289928662017969, + "FN": 29474, + "FP": 122478, + "IoU": 0.8674011935917093, + "TN": 64905227, + "TP": 994001, + "n_pred": 1116479, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.6741087378745101, + "FN": 474654, + "FP": 10602, + "IoU": 0.5084193230098447, + "TN": 65064046, + "TP": 501878, + "n_pred": 512480, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9492663760820186, + "FN": 3985, + "FP": 4279, + "IoU": 0.9034319969150589, + "TN": 65965603, + "TP": 77313, + "n_pred": 81592, + "n_ref": 81298 + }, + "9": { + "Dice": 0.885398313027179, + "FN": 11040, + "FP": 4245, + "IoU": 0.7943629759182026, + "TN": 65976850, + "TP": 59045, + "n_pred": 63290, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9818101225804139, + "FN": 3027, + "FP": 2554, + "IoU": 0.964270166453265, + "TN": 113316340, + "TP": 150619, + "n_pred": 153173, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8743121732636295, + "FN": 7397, + "FP": 13640, + "IoU": 0.7766915058488844, + "TN": 113378334, + "TP": 73169, + "n_pred": 86809, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6771378708551483, + "FN": 1484, + "FP": 181, + "IoU": 0.5118733509234829, + "TN": 113469129, + "TP": 1746, + "n_pred": 1927, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8222597841633078, + "FN": 921, + "FP": 446, + "IoU": 0.6981673658644292, + "TN": 113468011, + "TP": 3162, + "n_pred": 3608, + "n_ref": 4083 + }, + "13": { + "Dice": 0.5859340268516049, + "FN": 30746, + "FP": 34452, + "IoU": 0.4143611670020121, + "TN": 113361212, + "TP": 46130, + "n_pred": 80582, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9576247284369402, + "FN": 12343, + "FP": 9893, + "IoU": 0.9186947873398468, + "TN": 113199052, + "TP": 251252, + "n_pred": 261145, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7817091953544519, + "FN": 3104, + "FP": 7384, + "IoU": 0.641644172617624, + "TN": 113443273, + "TP": 18779, + "n_pred": 26163, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9681210102036396, + "FN": 4171, + "FP": 3924, + "IoU": 0.9382117668610509, + "TN": 113341528, + "TP": 122917, + "n_pred": 126841, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9666020661224892, + "FN": 2593, + "FP": 5541, + "IoU": 0.9353628785530947, + "TN": 113346699, + "TP": 117707, + "n_pred": 123248, + "n_ref": 120300 + }, + "4": { + "Dice": 0.837609647484272, + "FN": 3066, + "FP": 7801, + "IoU": 0.7205923945182938, + "TN": 113433647, + "TP": 28026, + "n_pred": 35827, + "n_ref": 31092 + }, + "5": { + "Dice": 0.6560041950707918, + "FN": 12810, + "FP": 8182, + "IoU": 0.4880998829496684, + "TN": 113431532, + "TP": 20016, + "n_pred": 28198, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9594145113058077, + "FN": 46382, + "FP": 46450, + "IoU": 0.9219948978048461, + "TN": 112282464, + "TP": 1097244, + "n_pred": 1143694, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.8579850721884321, + "FN": 34217, + "FP": 26631, + "IoU": 0.7512905928756821, + "TN": 113227885, + "TP": 183807, + "n_pred": 210438, + "n_ref": 218024 + }, + "8": { + "Dice": 0.8795742107173098, + "FN": 32788, + "FP": 16990, + "IoU": 0.7850356704841858, + "TN": 113240976, + "TP": 181786, + "n_pred": 198776, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8896590755422887, + "FN": 17423, + "FP": 4608, + "IoU": 0.8012485678457694, + "TN": 113361693, + "TP": 88816, + "n_pred": 93424, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8168601277804854, + "FN": 4001, + "FP": 51236, + "IoU": 0.690417208447294, + "TN": 75018304, + "TP": 123187, + "n_pred": 174423, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8414385959199622, + "FN": 22532, + "FP": 6685, + "IoU": 0.7262788083192805, + "TN": 75089988, + "TP": 77523, + "n_pred": 84208, + "n_ref": 100055 + }, + "11": { + "Dice": 0.540330057481921, + "FN": 2087, + "FP": 392, + "IoU": 0.3701727642276423, + "TN": 75192792, + "TP": 1457, + "n_pred": 1849, + "n_ref": 3544 + }, + "12": { + "Dice": 0.5746326372776489, + "FN": 1620, + "FP": 580, + "IoU": 0.40314704286489417, + "TN": 75193042, + "TP": 1486, + "n_pred": 2066, + "n_ref": 3106 + }, + "13": { + "Dice": 0.6102113162377423, + "FN": 22124, + "FP": 20209, + "IoU": 0.43906769667015594, + "TN": 75121259, + "TP": 33136, + "n_pred": 53345, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9454368076764867, + "FN": 3196, + "FP": 11793, + "IoU": 0.8965198240926758, + "TN": 75051879, + "TP": 129860, + "n_pred": 141653, + "n_ref": 133056 + }, + "15": { + "Dice": 0.7563164569310311, + "FN": 27294, + "FP": 2682, + "IoU": 0.6081261275394149, + "TN": 75120234, + "TP": 46518, + "n_pred": 49200, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9392315341951932, + "FN": 5586, + "FP": 12624, + "IoU": 0.8854255801077163, + "TN": 75037792, + "TP": 140726, + "n_pred": 153350, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9453107389580598, + "FN": 4930, + "FP": 11568, + "IoU": 0.89629313000132, + "TN": 75037645, + "TP": 142585, + "n_pred": 154153, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9053594925273474, + "FN": 1913, + "FP": 2906, + "IoU": 0.8270838566148767, + "TN": 75168859, + "TP": 23050, + "n_pred": 25956, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8442327497425335, + "FN": 1143, + "FP": 1277, + "IoU": 0.7304522165292938, + "TN": 75187750, + "TP": 6558, + "n_pred": 7835, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9535964450354919, + "FN": 26047, + "FP": 93708, + "IoU": 0.9113084913667328, + "TN": 73846486, + "TP": 1230487, + "n_pred": 1324195, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.8345279722778958, + "FN": 5873, + "FP": 52002, + "IoU": 0.716042901440515, + "TN": 74992912, + "TP": 145941, + "n_pred": 197943, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9292724656121257, + "FN": 9513, + "FP": 1938, + "IoU": 0.8678888286396622, + "TN": 75110051, + "TP": 75226, + "n_pred": 77164, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8491160151407681, + "FN": 13188, + "FP": 9573, + "IoU": 0.7377946224915328, + "TN": 75109922, + "TP": 64045, + "n_pred": 73618, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9766626360338573, + "FN": 5847, + "FP": 4189, + "IoU": 0.9543896963251802, + "TN": 86707834, + "TP": 210002, + "n_pred": 214191, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6779746184588777, + "FN": 10811, + "FP": 44303, + "IoU": 0.5128302587266089, + "TN": 86814741, + "TP": 58017, + "n_pred": 102320, + "n_ref": 68828 + }, + "11": { + "Dice": 0.41638846737481033, + "FN": 1904, + "FP": 19, + "IoU": 0.2629359908010732, + "TN": 86925263, + "TP": 686, + "n_pred": 705, + "n_ref": 2590 + }, + "12": { + "Dice": 0.657758385601309, + "FN": 1297, + "FP": 2468, + "IoU": 0.4900446972775295, + "TN": 86920489, + "TP": 3618, + "n_pred": 6086, + "n_ref": 4915 + }, + "13": { + "Dice": 0.5763723737514556, + "FN": 20219, + "FP": 31439, + "IoU": 0.40486175115207373, + "TN": 86841072, + "TP": 35142, + "n_pred": 66581, + "n_ref": 55361 + }, + "14": { + "Dice": 0.7372917601710801, + "FN": 13462, + "FP": 36291, + "IoU": 0.5838971639806304, + "TN": 86808303, + "TP": 69816, + "n_pred": 106107, + "n_ref": 83278 + }, + "15": { + "Dice": 0.7489717555282369, + "FN": 63955, + "FP": 2205, + "IoU": 0.598684928847857, + "TN": 86763014, + "TP": 98698, + "n_pred": 100903, + "n_ref": 162653 + }, + "2": { + "Dice": 0.929116937481027, + "FN": 7914, + "FP": 9832, + "IoU": 0.8676175485449568, + "TN": 86793821, + "TP": 116305, + "n_pred": 126137, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9270906650900457, + "FN": 22169, + "FP": 1138, + "IoU": 0.8640904081311338, + "TN": 86756383, + "TP": 148182, + "n_pred": 149320, + "n_ref": 170351 + }, + "4": { + "Dice": 0.6786739613238719, + "FN": 3993, + "FP": 7871, + "IoU": 0.5136309597015537, + "TN": 86903479, + "TP": 12529, + "n_pred": 20400, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8433312061263561, + "FN": 187, + "FP": 1777, + "IoU": 0.729103448275862, + "TN": 86920622, + "TP": 5286, + "n_pred": 7063, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9180035977533179, + "FN": 23036, + "FP": 182630, + "IoU": 0.848434981712651, + "TN": 85570923, + "TP": 1151283, + "n_pred": 1333913, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.7034185724778176, + "FN": 459589, + "FP": 15686, + "IoU": 0.5425178531379073, + "TN": 85888979, + "TP": 563618, + "n_pred": 579304, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9423380362267354, + "FN": 3326, + "FP": 2923, + "IoU": 0.8909633403709585, + "TN": 86870561, + "TP": 51062, + "n_pred": 53985, + "n_ref": 54388 + }, + "9": { + "Dice": 0.824054026663227, + "FN": 6039, + "FP": 13058, + "IoU": 0.7007584067191075, + "TN": 86864054, + "TP": 44721, + "n_pred": 57779, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6126973317201457, + "FN": 3893, + "FP": 103025, + "IoU": 0.4416464739304813, + "TN": 37558112, + "TP": 84570, + "n_pred": 187595, + "n_ref": 88463 + }, + "10": { + "Dice": 0.7208562928734269, + "FN": 23988, + "FP": 3317, + "IoU": 0.5635459791243747, + "TN": 37687039, + "TP": 35256, + "n_pred": 38573, + "n_ref": 59244 + }, + "11": { + "Dice": 0.7916266564240445, + "FN": 527, + "FP": 558, + "IoU": 0.6551176096630642, + "TN": 37746454, + "TP": 2061, + "n_pred": 2619, + "n_ref": 2588 + }, + "12": { + "Dice": 0.5631894716469905, + "FN": 1462, + "FP": 795, + "IoU": 0.39197198275862066, + "TN": 37745888, + "TP": 1455, + "n_pred": 2250, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7127634751497239, + "FN": 17393, + "FP": 4765, + "IoU": 0.5537160120845921, + "TN": 37699950, + "TP": 27492, + "n_pred": 32257, + "n_ref": 44885 + }, + "14": { + "Dice": 0.28510028878023685, + "FN": 9397, + "FP": 446358, + "IoU": 0.16624895725094763, + "TN": 37202968, + "TP": 90877, + "n_pred": 537235, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 21452, + "IoU": 0.0, + "TN": 37728148, + "TP": 0, + "n_pred": 21452, + "n_ref": 0 + }, + "2": { + "Dice": 0.7309647190244205, + "FN": 41340, + "FP": 2011, + "IoU": 0.5760003129798617, + "TN": 37647357, + "TP": 58892, + "n_pred": 60903, + "n_ref": 100232 + }, + "3": { + "Dice": 0.821274777937631, + "FN": 5069, + "FP": 31330, + "IoU": 0.6967482858309242, + "TN": 37629571, + "TP": 83630, + "n_pred": 114960, + "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": 0.8074067198811955, + "FN": 1350, + "FP": 2800, + "IoU": 0.6770176667444937, + "TN": 37736751, + "TP": 8699, + "n_pred": 11499, + "n_ref": 10049 + }, + "6": { + "Dice": 0.870018831576441, + "FN": 159708, + "FP": 14437, + "IoU": 0.7699410006896024, + "TN": 36992642, + "TP": 582813, + "n_pred": 597250, + "n_ref": 742521 + }, + "7": { + "Dice": 0.8625385367009966, + "FN": 32357, + "FP": 67386, + "IoU": 0.7583013267098807, + "TN": 37336925, + "TP": 312932, + "n_pred": 380318, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9439029534516589, + "FN": 4244, + "FP": 4533, + "IoU": 0.8937653566370931, + "TN": 37666981, + "TP": 73842, + "n_pred": 78375, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8958025292674866, + "FN": 3274, + "FP": 8706, + "IoU": 0.811270223860611, + "TN": 37686123, + "TP": 51497, + "n_pred": 60203, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.967667801308575, + "FN": 8126, + "FP": 4564, + "IoU": 0.9373608636204335, + "TN": 75704099, + "TP": 189899, + "n_pred": 194463, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9131925726943688, + "FN": 13316, + "FP": 5847, + "IoU": 0.8402524216809216, + "TN": 75786730, + "TP": 100795, + "n_pred": 106642, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6924076963078523, + "FN": 1679, + "FP": 687, + "IoU": 0.5295287333465898, + "TN": 75901659, + "TP": 2663, + "n_pred": 3350, + "n_ref": 4342 + }, + "12": { + "Dice": 0.781431334622824, + "FN": 1554, + "FP": 141, + "IoU": 0.6412698412698413, + "TN": 75901963, + "TP": 3030, + "n_pred": 3171, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7475703290333886, + "FN": 13771, + "FP": 4956, + "IoU": 0.5968960544159115, + "TN": 75860231, + "TP": 27730, + "n_pred": 32686, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9087361152806965, + "FN": 2600, + "FP": 21720, + "IoU": 0.8327372764786795, + "TN": 75761288, + "TP": 121080, + "n_pred": 142800, + "n_ref": 123680 + }, + "15": { + "Dice": 0.6945210693126666, + "FN": 84167, + "FP": 6530, + "IoU": 0.5320048091063422, + "TN": 75712889, + "TP": 103102, + "n_pred": 109632, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9377975791084033, + "FN": 18006, + "FP": 5170, + "IoU": 0.882880287846859, + "TN": 75708805, + "TP": 174707, + "n_pred": 179877, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9401977781280183, + "FN": 18585, + "FP": 11011, + "IoU": 0.887144562187556, + "TN": 75644441, + "TP": 232651, + "n_pred": 243662, + "n_ref": 251236 + }, + "4": { + "Dice": 0.8805772849566881, + "FN": 1866, + "FP": 5813, + "IoU": 0.7866351764378994, + "TN": 75870698, + "TP": 28311, + "n_pred": 34124, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8813732502298968, + "FN": 1003, + "FP": 1319, + "IoU": 0.7879064669346, + "TN": 75895740, + "TP": 8626, + "n_pred": 9945, + "n_ref": 9629 + }, + "6": { + "Dice": 0.974404319905903, + "FN": 66665, + "FP": 19509, + "IoU": 0.9500862170329177, + "TN": 74180231, + "TP": 1640283, + "n_pred": 1659792, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.929755613957969, + "FN": 25208, + "FP": 12345, + "IoU": 0.8687320635209156, + "TN": 75620609, + "TP": 248526, + "n_pred": 260871, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9574666082767681, + "FN": 4292, + "FP": 3478, + "IoU": 0.9184037805198215, + "TN": 75811463, + "TP": 87455, + "n_pred": 90933, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8549937035765033, + "FN": 14264, + "FP": 7269, + "IoU": 0.7467152855378463, + "TN": 75821673, + "TP": 63482, + "n_pred": 70751, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9713016343153329, + "FN": 3226, + "FP": 2200, + "IoU": 0.9442045080618624, + "TN": 61290502, + "TP": 91822, + "n_pred": 94022, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8632455584751131, + "FN": 9226, + "FP": 12581, + "IoU": 0.7593949290553214, + "TN": 61297116, + "TP": 68827, + "n_pred": 81408, + "n_ref": 78053 + }, + "11": { + "Dice": 0.77320760851894, + "FN": 964, + "FP": 431, + "IoU": 0.6302676914921813, + "TN": 61383977, + "TP": 2378, + "n_pred": 2809, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8177946048272599, + "FN": 777, + "FP": 378, + "IoU": 0.6917534027221778, + "TN": 61384003, + "TP": 2592, + "n_pred": 2970, + "n_ref": 3369 + }, + "13": { + "Dice": 0.5734887892376681, + "FN": 15476, + "FP": 20191, + "IoU": 0.40202192938336184, + "TN": 61328104, + "TP": 23979, + "n_pred": 44170, + "n_ref": 39455 + }, + "14": { + "Dice": 0.7796721831479934, + "FN": 2553, + "FP": 33566, + "IoU": 0.6389038849899026, + "TN": 61287724, + "TP": 63907, + "n_pred": 97473, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9063944575822034, + "FN": 4594, + "FP": 3283, + "IoU": 0.8288129699656627, + "TN": 61341736, + "TP": 38137, + "n_pred": 41420, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9402755839599363, + "FN": 3988, + "FP": 12422, + "IoU": 0.8872831178822139, + "TN": 61242164, + "TP": 129176, + "n_pred": 141598, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9311981525752744, + "FN": 13454, + "FP": 4303, + "IoU": 0.8712542505600951, + "TN": 61249827, + "TP": 120166, + "n_pred": 124469, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7752702782536776, + "FN": 5853, + "FP": 1755, + "IoU": 0.633013361632338, + "TN": 61367019, + "TP": 13123, + "n_pred": 14878, + "n_ref": 18976 + }, + "5": { + "Dice": 0.5397661203624476, + "FN": 15394, + "FP": 5583, + "IoU": 0.36964360838992727, + "TN": 61354472, + "TP": 12301, + "n_pred": 17884, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9698603005040871, + "FN": 38848, + "FP": 20560, + "IoU": 0.941484248183695, + "TN": 60372502, + "TP": 955840, + "n_pred": 976400, + "n_ref": 994688 + }, + "7": { + "Dice": 0.846064947968415, + "FN": 18342, + "FP": 40532, + "IoU": 0.7331997987918447, + "TN": 61167083, + "TP": 161793, + "n_pred": 202325, + "n_ref": 180135 + }, + "8": { + "Dice": 0.8327622498501179, + "FN": 56016, + "FP": 20416, + "IoU": 0.7134469817680117, + "TN": 61121021, + "TP": 190297, + "n_pred": 210713, + "n_ref": 246313 + }, + "9": { + "Dice": 0.898736248521008, + "FN": 8316, + "FP": 7774, + "IoU": 0.8160953698094661, + "TN": 61300259, + "TP": 71401, + "n_pred": 79175, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9775675263238212, + "FN": 2943, + "FP": 5436, + "IoU": 0.9561194029850746, + "TN": 39557850, + "TP": 182571, + "n_pred": 188007, + "n_ref": 185514 + }, + "10": { + "Dice": 0.6741925713813707, + "FN": 15103, + "FP": 20396, + "IoU": 0.5085147034391095, + "TN": 39676572, + "TP": 36729, + "n_pred": 57125, + "n_ref": 51832 + }, + "11": { + "Dice": 0.74189364461738, + "FN": 1029, + "FP": 364, + "IoU": 0.5896907216494846, + "TN": 39745405, + "TP": 2002, + "n_pred": 2366, + "n_ref": 3031 + }, + "12": { + "Dice": 0.83840877914952, + "FN": 404, + "FP": 774, + "IoU": 0.7217760982522438, + "TN": 39744566, + "TP": 3056, + "n_pred": 3830, + "n_ref": 3460 + }, + "13": { + "Dice": 0.7718572959730516, + "FN": 13565, + "FP": 4315, + "IoU": 0.6284752524622865, + "TN": 39700674, + "TP": 30246, + "n_pred": 34561, + "n_ref": 43811 + }, + "14": { + "Dice": 0.19701355523146058, + "FN": 20027, + "FP": 88438, + "IoU": 0.10927068021121614, + "TN": 39627029, + "TP": 13306, + "n_pred": 101744, + "n_ref": 33333 + }, + "15": { + "Dice": 0.8162909770762072, + "FN": 13294, + "FP": 4000, + "IoU": 0.6896044224280279, + "TN": 39693084, + "TP": 38422, + "n_pred": 42422, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9508501696072366, + "FN": 6424, + "FP": 5095, + "IoU": 0.9063054123082429, + "TN": 39625858, + "TP": 111423, + "n_pred": 116518, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9558582708755038, + "FN": 3234, + "FP": 8869, + "IoU": 0.9154487788520651, + "TN": 39605656, + "TP": 131041, + "n_pred": 139910, + "n_ref": 134275 + }, + "4": { + "Dice": 0.82269915729171, + "FN": 3955, + "FP": 4587, + "IoU": 0.6988011283497885, + "TN": 39720440, + "TP": 19818, + "n_pred": 24405, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8224057450628366, + "FN": 798, + "FP": 1675, + "IoU": 0.6983778509574339, + "TN": 39740601, + "TP": 5726, + "n_pred": 7401, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9575003731844971, + "FN": 23540, + "FP": 56748, + "IoU": 0.9184659145724101, + "TN": 38764083, + "TP": 904429, + "n_pred": 961177, + "n_ref": 927969 + }, + "7": { + "Dice": 0.7972560753592136, + "FN": 239418, + "FP": 11152, + "IoU": 0.6628643546026005, + "TN": 39005568, + "TP": 492662, + "n_pred": 503814, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9636840734731487, + "FN": 1424, + "FP": 2202, + "IoU": 0.9299134065254369, + "TN": 39697064, + "TP": 48110, + "n_pred": 50312, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9015777946632101, + "FN": 1287, + "FP": 7521, + "IoU": 0.820793489318413, + "TN": 39699650, + "TP": 40342, + "n_pred": 47863, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8557225172296916, + "FN": 6068, + "FP": 24580, + "IoU": 0.747827804107425, + "TN": 101275072, + "TP": 90888, + "n_pred": 115468, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8467473650062655, + "FN": 15832, + "FP": 8261, + "IoU": 0.7342253894012266, + "TN": 101305956, + "TP": 66559, + "n_pred": 74820, + "n_ref": 82391 + }, + "11": { + "Dice": 0.7114282625148665, + "FN": 2239, + "FP": 430, + "IoU": 0.5521060580634335, + "TN": 101390649, + "TP": 3290, + "n_pred": 3720, + "n_ref": 5529 + }, + "12": { + "Dice": 0.7193659401397434, + "FN": 1776, + "FP": 915, + "IoU": 0.5617263843648208, + "TN": 101390468, + "TP": 3449, + "n_pred": 4364, + "n_ref": 5225 + }, + "13": { + "Dice": 0.8641746854182087, + "FN": 10250, + "FP": 2228, + "IoU": 0.7608341479309221, + "TN": 101344435, + "TP": 39695, + "n_pred": 41923, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9792005715873456, + "FN": 2878, + "FP": 4458, + "IoU": 0.9592487459657036, + "TN": 101216589, + "TP": 172683, + "n_pred": 177141, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8565956132221193, + "FN": 6078, + "FP": 885, + "IoU": 0.7491624338052524, + "TN": 101368849, + "TP": 20796, + "n_pred": 21681, + "n_ref": 26874 + }, + "2": { + "Dice": 0.960451294338762, + "FN": 6970, + "FP": 7423, + "IoU": 0.9239117793214282, + "TN": 101207446, + "TP": 174769, + "n_pred": 182192, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9129712739120691, + "FN": 8298, + "FP": 21992, + "IoU": 0.8398777805971411, + "TN": 101207440, + "TP": 158878, + "n_pred": 180870, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8444831338411317, + "FN": 445, + "FP": 3128, + "IoU": 0.7308271809552509, + "TN": 101383334, + "TP": 9701, + "n_pred": 12829, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7312954078135709, + "FN": 11842, + "FP": 7760, + "IoU": 0.5764110986256374, + "TN": 101350332, + "TP": 26674, + "n_pred": 34434, + "n_ref": 38516 + }, + "6": { + "Dice": 0.963635133232998, + "FN": 50559, + "FP": 83783, + "IoU": 0.929822270258072, + "TN": 99482297, + "TP": 1779969, + "n_pred": 1863752, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.8453219981606513, + "FN": 84166, + "FP": 53748, + "IoU": 0.7320846130385203, + "TN": 100881841, + "TP": 376853, + "n_pred": 430601, + "n_ref": 461019 + }, + "8": { + "Dice": 0.7335261081217164, + "FN": 99837, + "FP": 13420, + "IoU": 0.5791877059809244, + "TN": 101127469, + "TP": 155882, + "n_pred": 169302, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9375516861159606, + "FN": 4992, + "FP": 5882, + "IoU": 0.8824445141133609, + "TN": 101304107, + "TP": 81627, + "n_pred": 87509, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.931955406567291, + "FN": 24056, + "FP": 4118, + "IoU": 0.87258098800161, + "TN": 73662391, + "TP": 192939, + "n_pred": 197057, + "n_ref": 216995 + }, + "10": { + "Dice": 0.10686742269853829, + "FN": 69155, + "FP": 42600, + "IoU": 0.05645004685877357, + "TN": 73765063, + "TP": 6686, + "n_pred": 49286, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6498076649095312, + "FN": 1698, + "FP": 3218, + "IoU": 0.4812704442334072, + "TN": 73874027, + "TP": 4561, + "n_pred": 7779, + "n_ref": 6259 + }, + "12": { + "Dice": 0.527363184079602, + "FN": 3421, + "FP": 379, + "IoU": 0.3581081081081081, + "TN": 73877584, + "TP": 2120, + "n_pred": 2499, + "n_ref": 5541 + }, + "13": { + "Dice": 0.005557235747769545, + "FN": 60945, + "FP": 44275, + "IoU": 0.0027863601038724717, + "TN": 73777990, + "TP": 294, + "n_pred": 44569, + "n_ref": 61239 + }, + "14": { + "Dice": 0.5844017234791088, + "FN": 12438, + "FP": 113726, + "IoU": 0.4128302027291174, + "TN": 73668636, + "TP": 88704, + "n_pred": 202430, + "n_ref": 101142 + }, + "15": { + "Dice": 0.784905777641968, + "FN": 70625, + "FP": 12436, + "IoU": 0.6459628917655182, + "TN": 73648893, + "TP": 151550, + "n_pred": 163986, + "n_ref": 222175 + }, + "2": { + "Dice": 0.6869222104470349, + "FN": 87989, + "FP": 5955, + "IoU": 0.5231390066241973, + "TN": 73686499, + "TP": 103061, + "n_pred": 109016, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7322853985017806, + "FN": 32493, + "FP": 80867, + "IoU": 0.5776421582873196, + "TN": 73615106, + "TP": 155038, + "n_pred": 235905, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 24636, + "IoU": 0.0, + "TN": 73810980, + "TP": 0, + "n_pred": 24636, + "n_ref": 47888 + }, + "5": { + "Dice": 0.543383490367037, + "FN": 9332, + "FP": 409, + "IoU": 0.3730449893801892, + "TN": 73867967, + "TP": 5796, + "n_pred": 6205, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6997641695662931, + "FN": 372008, + "FP": 768690, + "IoU": 0.5381824998107302, + "TN": 71413485, + "TP": 1329321, + "n_pred": 2098011, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.2782027798728585, + "FN": 126123, + "FP": 115041, + "IoU": 0.1615769712140175, + "TN": 73595864, + "TP": 46476, + "n_pred": 161517, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8526973501418298, + "FN": 13464, + "FP": 9333, + "IoU": 0.7432191935120522, + "TN": 73794724, + "TP": 65983, + "n_pred": 75316, + "n_ref": 79447 + }, + "9": { + "Dice": 0.814047249277479, + "FN": 11032, + "FP": 25128, + "IoU": 0.6864078259285918, + "TN": 73768195, + "TP": 79149, + "n_pred": 104277, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9619508793063822, + "FN": 5275, + "FP": 9128, + "IoU": 0.9266910978775386, + "TN": 69299306, + "TP": 182067, + "n_pred": 191195, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7223706406608602, + "FN": 17585, + "FP": 20762, + "IoU": 0.5653992179973933, + "TN": 69407541, + "TP": 49888, + "n_pred": 70650, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7658753709198813, + "FN": 880, + "FP": 698, + "IoU": 0.6205818706419812, + "TN": 69491617, + "TP": 2581, + "n_pred": 3279, + "n_ref": 3461 + }, + "12": { + "Dice": 0.6183879093198993, + "FN": 1188, + "FP": 1236, + "IoU": 0.44758432087511396, + "TN": 69491388, + "TP": 1964, + "n_pred": 3200, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6180336138916178, + "FN": 31264, + "FP": 26280, + "IoU": 0.4472132029433803, + "TN": 69391678, + "TP": 46554, + "n_pred": 72834, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9462414260183112, + "FN": 8875, + "FP": 7278, + "IoU": 0.8979679495682603, + "TN": 69337463, + "TP": 142160, + "n_pred": 149438, + "n_ref": 151035 + }, + "15": { + "Dice": 0.8078567367822627, + "FN": 22945, + "FP": 10853, + "IoU": 0.6776507167450333, + "TN": 69390927, + "TP": 71051, + "n_pred": 81904, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9481979081004138, + "FN": 6599, + "FP": 9086, + "IoU": 0.9014984048833179, + "TN": 69336540, + "TP": 143551, + "n_pred": 152637, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9341483475626967, + "FN": 18676, + "FP": 3021, + "IoU": 0.8764337376843784, + "TN": 69320186, + "TP": 153893, + "n_pred": 156914, + "n_ref": 172569 + }, + "4": { + "Dice": 0.37790615753135126, + "FN": 26391, + "FP": 8929, + "IoU": 0.23297428769979153, + "TN": 69449728, + "TP": 10728, + "n_pred": 19657, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8696035728069692, + "FN": 3321, + "FP": 1409, + "IoU": 0.7692908008974734, + "TN": 69475274, + "TP": 15772, + "n_pred": 17181, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9509528612332351, + "FN": 103750, + "FP": 35087, + "IoU": 0.9064920212748045, + "TN": 68011015, + "TP": 1345924, + "n_pred": 1381011, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8429129990513696, + "FN": 13547, + "FP": 98063, + "IoU": 0.7284784967425204, + "TN": 69084722, + "TP": 299444, + "n_pred": 397507, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8729999138203441, + "FN": 12710, + "FP": 9395, + "IoU": 0.7746227569331158, + "TN": 69397696, + "TP": 75975, + "n_pred": 85370, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9046096507182835, + "FN": 9496, + "FP": 5451, + "IoU": 0.8258331391284083, + "TN": 69409956, + "TP": 70873, + "n_pred": 76324, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7969137236287985, + "FN": 5137, + "FP": 95410, + "IoU": 0.6623911678491443, + "TN": 50535731, + "TP": 197274, + "n_pred": 292684, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8121277894594044, + "FN": 15974, + "FP": 11724, + "IoU": 0.6836827920149833, + "TN": 50745988, + "TP": 59866, + "n_pred": 71590, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8414935347958739, + "FN": 937, + "FP": 1245, + "IoU": 0.7263606721846, + "TN": 50825578, + "TP": 5792, + "n_pred": 7037, + "n_ref": 6729 + }, + "12": { + "Dice": 0.5772190311043676, + "FN": 3636, + "FP": 265, + "IoU": 0.40569774527727, + "TN": 50826988, + "TP": 2663, + "n_pred": 2928, + "n_ref": 6299 + }, + "13": { + "Dice": 0.6435536898415588, + "FN": 13616, + "FP": 24764, + "IoU": 0.4744409601928054, + "TN": 50760525, + "TP": 34647, + "n_pred": 59411, + "n_ref": 48263 + }, + "14": { + "Dice": 0.4509165667294843, + "FN": 24417, + "FP": 39683, + "IoU": 0.29108604291086043, + "TN": 50743132, + "TP": 26320, + "n_pred": 66003, + "n_ref": 50737 + }, + "15": { + "Dice": 0.6939341862389409, + "FN": 7500, + "FP": 16543, + "IoU": 0.5313163999298232, + "TN": 50782253, + "TP": 27256, + "n_pred": 43799, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9592680385766036, + "FN": 11347, + "FP": 5699, + "IoU": 0.92172439603433, + "TN": 50615783, + "TP": 200723, + "n_pred": 206422, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9000931863773451, + "FN": 7056, + "FP": 36472, + "IoU": 0.8183358583013017, + "TN": 50593945, + "TP": 196079, + "n_pred": 232551, + "n_ref": 203135 + }, + "4": { + "Dice": 0.8969830006636378, + "FN": 394, + "FP": 3642, + "IoU": 0.8132086823714537, + "TN": 50811945, + "TP": 17571, + "n_pred": 21213, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8672957829548805, + "FN": 1080, + "FP": 2520, + "IoU": 0.7656860192658161, + "TN": 50818188, + "TP": 11764, + "n_pred": 14284, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9741565890778086, + "FN": 33435, + "FP": 81326, + "IoU": 0.949615290897157, + "TN": 48555857, + "TP": 2162934, + "n_pred": 2244260, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.7618827880701056, + "FN": 10423, + "FP": 125806, + "IoU": 0.6153559458902388, + "TN": 50479383, + "TP": 217940, + "n_pred": 343746, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9613240708511254, + "FN": 4880, + "FP": 3009, + "IoU": 0.9255284000264318, + "TN": 50727619, + "TP": 98044, + "n_pred": 101053, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9031934249325554, + "FN": 14346, + "FP": 7256, + "IoU": 0.8234755748770164, + "TN": 50711178, + "TP": 100772, + "n_pred": 108028, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9723503954206163, + "FN": 8284, + "FP": 3299, + "IoU": 0.9461886532993886, + "TN": 76669608, + "TP": 203669, + "n_pred": 206968, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7635044966637656, + "FN": 12323, + "FP": 20285, + "IoU": 0.6174745436628971, + "TN": 76799616, + "TP": 52636, + "n_pred": 72921, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7233301064859632, + "FN": 1006, + "FP": 423, + "IoU": 0.5665756748559296, + "TN": 76881563, + "TP": 1868, + "n_pred": 2291, + "n_ref": 2874 + }, + "12": { + "Dice": 0.7225229465756648, + "FN": 1074, + "FP": 105, + "IoU": 0.5655858511422255, + "TN": 76882146, + "TP": 1535, + "n_pred": 1640, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5679591493182201, + "FN": 17479, + "FP": 21018, + "IoU": 0.3966082036331719, + "TN": 76821059, + "TP": 25304, + "n_pred": 46322, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9290315523360396, + "FN": 5072, + "FP": 6606, + "IoU": 0.8674686489247007, + "TN": 76796745, + "TP": 76437, + "n_pred": 83043, + "n_ref": 81509 + }, + "15": { + "Dice": 0.7743609159620266, + "FN": 12404, + "FP": 3687, + "IoU": 0.6318017482037436, + "TN": 76841158, + "TP": 27611, + "n_pred": 31298, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9421920281248516, + "FN": 4736, + "FP": 7432, + "IoU": 0.8907023327255252, + "TN": 76773531, + "TP": 99161, + "n_pred": 106593, + "n_ref": 103897 + }, + "3": { + "Dice": 0.8859370374025461, + "FN": 7638, + "FP": 15478, + "IoU": 0.7952306711076466, + "TN": 76771972, + "TP": 89772, + "n_pred": 105250, + "n_ref": 97410 + }, + "4": { + "Dice": 0.8904196816208394, + "FN": 1809, + "FP": 3870, + "IoU": 0.802483305509182, + "TN": 76856108, + "TP": 23073, + "n_pred": 26943, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8635276929207066, + "FN": 2752, + "FP": 1358, + "IoU": 0.7598317068894992, + "TN": 76867747, + "TP": 13003, + "n_pred": 14361, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9712589908817575, + "FN": 23361, + "FP": 42195, + "IoU": 0.9441239167808093, + "TN": 75711621, + "TP": 1107683, + "n_pred": 1149878, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7578413363813823, + "FN": 29547, + "FP": 54561, + "IoU": 0.6101002702615, + "TN": 76669143, + "TP": 131609, + "n_pred": 186170, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9549567334583621, + "FN": 4746, + "FP": 2099, + "IoU": 0.9137963604307033, + "TN": 76805455, + "TP": 72560, + "n_pred": 74659, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9099963366608664, + "FN": 12277, + "FP": 3447, + "IoU": 0.8348562186233117, + "TN": 76789646, + "TP": 79490, + "n_pred": 82937, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8490210768748985, + "FN": 17483, + "FP": 20604, + "IoU": 0.7376512808502724, + "TN": 130854755, + "TP": 107090, + "n_pred": 127694, + "n_ref": 124573 + }, + "10": { + "Dice": 0.7088980899183626, + "FN": 21266, + "FP": 8544, + "IoU": 0.549064395601071, + "TN": 130933825, + "TP": 36297, + "n_pred": 44841, + "n_ref": 57563 + }, + "11": { + "Dice": 0.719720157411456, + "FN": 2276, + "FP": 288, + "IoU": 0.5621584699453552, + "TN": 130994076, + "TP": 3292, + "n_pred": 3580, + "n_ref": 5568 + }, + "12": { + "Dice": 0.6635310513021514, + "FN": 3493, + "FP": 370, + "IoU": 0.49648070907194997, + "TN": 130992260, + "TP": 3809, + "n_pred": 4179, + "n_ref": 7302 + }, + "13": { + "Dice": 0.6128505074832272, + "FN": 35667, + "FP": 18345, + "IoU": 0.44180566751410677, + "TN": 130903170, + "TP": 42750, + "n_pred": 61095, + "n_ref": 78417 + }, + "14": { + "Dice": 0.6848799609656051, + "FN": 449235, + "FP": 8013, + "IoU": 0.5207737245555675, + "TN": 130045794, + "TP": 496890, + "n_pred": 504903, + "n_ref": 946125 + }, + "15": { + "Dice": 0.09369866764008031, + "FN": 21203, + "FP": 58247, + "IoU": 0.04915207582847637, + "TN": 130916375, + "TP": 4107, + "n_pred": 62354, + "n_ref": 25310 + }, + "2": { + "Dice": 0.7913256866756627, + "FN": 73422, + "FP": 3280, + "IoU": 0.6547054718977199, + "TN": 130777797, + "TP": 145433, + "n_pred": 148713, + "n_ref": 218855 + }, + "3": { + "Dice": 0.8670862398320824, + "FN": 21135, + "FP": 59159, + "IoU": 0.7653594389246055, + "TN": 130657732, + "TP": 261906, + "n_pred": 321065, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 6662, + "IoU": 0.0, + "TN": 130990990, + "TP": 0, + "n_pred": 6662, + "n_ref": 2280 + }, + "5": { + "Dice": 0.6353557639271925, + "FN": 12200, + "FP": 1022, + "IoU": 0.46558344448486316, + "TN": 130975191, + "TP": 11519, + "n_pred": 12541, + "n_ref": 23719 + }, + "6": { + "Dice": 0.912830597675115, + "FN": 66080, + "FP": 202625, + "IoU": 0.8396397063080042, + "TN": 129324299, + "TP": 1406928, + "n_pred": 1609553, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.656012228426223, + "FN": 69307, + "FP": 72019, + "IoU": 0.4881087776997023, + "TN": 130723846, + "TP": 134760, + "n_pred": 206779, + "n_ref": 204067 + }, + "8": { + "Dice": 0.949452049295492, + "FN": 7764, + "FP": 4828, + "IoU": 0.903768408342313, + "TN": 130869081, + "TP": 118259, + "n_pred": 123087, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7620986965972542, + "FN": 10063, + "FP": 19378, + "IoU": 0.6156376881601107, + "TN": 130923335, + "TP": 47156, + "n_pred": 66534, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9644158758600294, + "FN": 1979, + "FP": 2112, + "IoU": 0.9312771926288028, + "TN": 74367169, + "TP": 55438, + "n_pred": 57550, + "n_ref": 57417 + }, + "10": { + "Dice": 0.681281645950522, + "FN": 36324, + "FP": 3395, + "IoU": 0.5166240720457588, + "TN": 74344528, + "TP": 42451, + "n_pred": 45846, + "n_ref": 78775 + }, + "11": { + "Dice": 0.414689632759181, + "FN": 1750, + "FP": 51, + "IoU": 0.26158261582615827, + "TN": 74424259, + "TP": 638, + "n_pred": 689, + "n_ref": 2388 + }, + "12": { + "Dice": 0.7327723447805322, + "FN": 846, + "FP": 329, + "IoU": 0.5782483847810481, + "TN": 74423912, + "TP": 1611, + "n_pred": 1940, + "n_ref": 2457 + }, + "13": { + "Dice": 0.45672286253781547, + "FN": 69585, + "FP": 10688, + "IoU": 0.2959435162040082, + "TN": 74312683, + "TP": 33742, + "n_pred": 44430, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9126028467634247, + "FN": 14390, + "FP": 15586, + "IoU": 0.8392544012526746, + "TN": 74240217, + "TP": 156505, + "n_pred": 172091, + "n_ref": 170895 + }, + "15": { + "Dice": 0.8187087140290046, + "FN": 6044, + "FP": 1119, + "IoU": 0.693062518747054, + "TN": 74403361, + "TP": 16174, + "n_pred": 17293, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9069108549223875, + "FN": 9760, + "FP": 12615, + "IoU": 0.8296769380671092, + "TN": 74295330, + "TP": 108993, + "n_pred": 121608, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9059676700563141, + "FN": 19383, + "FP": 3827, + "IoU": 0.828099540808769, + "TN": 74291678, + "TP": 111810, + "n_pred": 115637, + "n_ref": 131193 + }, + "4": { + "Dice": 0.5587785541204978, + "FN": 18584, + "FP": 171, + "IoU": 0.38771179524011623, + "TN": 74396067, + "TP": 11876, + "n_pred": 12047, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9718227305617406, + "FN": 17937, + "FP": 32492, + "IoU": 0.9451898611731537, + "TN": 73506631, + "TP": 869638, + "n_pred": 902130, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8404985255741598, + "FN": 34080, + "FP": 10111, + "IoU": 0.724879221037952, + "TN": 74266074, + "TP": 116433, + "n_pred": 126544, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9234140585491937, + "FN": 2147, + "FP": 4668, + "IoU": 0.8577244258872652, + "TN": 74378798, + "TP": 41085, + "n_pred": 45753, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8313848852860665, + "FN": 6286, + "FP": 4863, + "IoU": 0.7114274621457228, + "TN": 74388063, + "TP": 27486, + "n_pred": 32349, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9766872921062985, + "FN": 3865, + "FP": 2653, + "IoU": 0.9544367861087422, + "TN": 106503634, + "TP": 136536, + "n_pred": 139189, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8500038758688406, + "FN": 17103, + "FP": 11922, + "IoU": 0.7391362962297219, + "TN": 106535423, + "TP": 82240, + "n_pred": 94162, + "n_ref": 99343 + }, + "11": { + "Dice": 0.6274412855377008, + "FN": 2113, + "FP": 901, + "IoU": 0.45713256484149856, + "TN": 106641136, + "TP": 2538, + "n_pred": 3439, + "n_ref": 4651 + }, + "12": { + "Dice": 0.821985078855416, + "FN": 1118, + "FP": 767, + "IoU": 0.6977713644380311, + "TN": 106640451, + "TP": 4352, + "n_pred": 5119, + "n_ref": 5470 + }, + "13": { + "Dice": 0.6413851777161583, + "FN": 20588, + "FP": 2174, + "IoU": 0.47208757566621057, + "TN": 106603571, + "TP": 20355, + "n_pred": 22529, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9368452684617696, + "FN": 3227, + "FP": 5810, + "IoU": 0.8811937159008743, + "TN": 106570623, + "TP": 67028, + "n_pred": 72838, + "n_ref": 70255 + }, + "15": { + "Dice": 0.6509994271759776, + "FN": 4968, + "FP": 18184, + "IoU": 0.48257905911275, + "TN": 106601943, + "TP": 21593, + "n_pred": 39777, + "n_ref": 26561 + }, + "2": { + "Dice": 0.8282735062851693, + "FN": 52947, + "FP": 2504, + "IoU": 0.7068829720314838, + "TN": 106457511, + "TP": 133726, + "n_pred": 136230, + "n_ref": 186673 + }, + "3": { + "Dice": 0.8239839652010746, + "FN": 5580, + "FP": 56331, + "IoU": 0.7006570835932174, + "TN": 106439865, + "TP": 144912, + "n_pred": 201243, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8448710153739252, + "FN": 356, + "FP": 3216, + "IoU": 0.7314083765696668, + "TN": 106633389, + "TP": 9727, + "n_pred": 12943, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7668124335184966, + "FN": 1198, + "FP": 775, + "IoU": 0.6218133026643665, + "TN": 106641471, + "TP": 3244, + "n_pred": 4019, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9753841847755614, + "FN": 38976, + "FP": 23290, + "IoU": 0.9519511316169826, + "TN": 105350799, + "TP": 1233623, + "n_pred": 1256913, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.8780833211250046, + "FN": 31160, + "FP": 53724, + "IoU": 0.7826635771254464, + "TN": 106256123, + "TP": 305681, + "n_pred": 359405, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9567948391477803, + "FN": 3399, + "FP": 2709, + "IoU": 0.9171684296175753, + "TN": 106572948, + "TP": 67632, + "n_pred": 70341, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9233226248318479, + "FN": 9926, + "FP": 2557, + "IoU": 0.8575666640042903, + "TN": 106559047, + "TP": 75158, + "n_pred": 77715, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9475110827992356, + "FN": 8977, + "FP": 7173, + "IoU": 0.9002575393565839, + "TN": 107965011, + "TP": 145767, + "n_pred": 152940, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8583937498901073, + "FN": 7911, + "FP": 16250, + "IoU": 0.7519175283137045, + "TN": 108029537, + "TP": 73230, + "n_pred": 89480, + "n_ref": 81141 + }, + "11": { + "Dice": 0.6959524266257433, + "FN": 1223, + "FP": 362, + "IoU": 0.5336863783465725, + "TN": 108123529, + "TP": 1814, + "n_pred": 2176, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7759692999867672, + "FN": 1042, + "FP": 651, + "IoU": 0.633945945945946, + "TN": 108122303, + "TP": 2932, + "n_pred": 3583, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7785647716682199, + "FN": 23121, + "FP": 7767, + "IoU": 0.6374179764993133, + "TN": 108041739, + "TP": 54301, + "n_pred": 62068, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7744609451303498, + "FN": 8968, + "FP": 9044, + "IoU": 0.6319349367554202, + "TN": 108077991, + "TP": 30925, + "n_pred": 39969, + "n_ref": 39893 + }, + "15": { + "Dice": 0.7939211702559935, + "FN": 2808, + "FP": 9871, + "IoU": 0.6582664007331142, + "TN": 108089826, + "TP": 24423, + "n_pred": 34294, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9367236282165158, + "FN": 13753, + "FP": 10112, + "IoU": 0.8809785048127275, + "TN": 107926418, + "TP": 176645, + "n_pred": 186757, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9562555427141265, + "FN": 15311, + "FP": 1608, + "IoU": 0.9161778403123204, + "TN": 107925084, + "TP": 184925, + "n_pred": 186533, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9499607796705493, + "FN": 1216, + "FP": 2165, + "IoU": 0.9046907594294413, + "TN": 108091454, + "TP": 32093, + "n_pred": 34258, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8403266685440721, + "FN": 893, + "FP": 241, + "IoU": 0.7246236036911122, + "TN": 108122810, + "TP": 2984, + "n_pred": 3225, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9787248375808694, + "FN": 41075, + "FP": 21456, + "IoU": 0.9583360817887014, + "TN": 106626085, + "TP": 1438312, + "n_pred": 1459768, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.8623733662879016, + "FN": 12842, + "FP": 64892, + "IoU": 0.7580460414098781, + "TN": 107805652, + "TP": 243542, + "n_pred": 308434, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9503974635849837, + "FN": 1804, + "FP": 2514, + "IoU": 0.9054832001751122, + "TN": 108081243, + "TP": 41367, + "n_pred": 43881, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9089982886934374, + "FN": 4637, + "FP": 6796, + "IoU": 0.8331776928239998, + "TN": 108058394, + "TP": 57101, + "n_pred": 63897, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8726859943693313, + "FN": 8407, + "FP": 25464, + "IoU": 0.7741285835272779, + "TN": 62420203, + "TP": 116086, + "n_pred": 141550, + "n_ref": 124493 + }, + "10": { + "Dice": 0.8136143507518183, + "FN": 14289, + "FP": 6263, + "IoU": 0.685792475041661, + "TN": 62504751, + "TP": 44857, + "n_pred": 51120, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6263537906137184, + "FN": 1011, + "FP": 231, + "IoU": 0.4559789750328515, + "TN": 62567877, + "TP": 1041, + "n_pred": 1272, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7263306641544983, + "FN": 1183, + "FP": 1141, + "IoU": 0.5702662721893491, + "TN": 62564752, + "TP": 3084, + "n_pred": 4225, + "n_ref": 4267 + }, + "13": { + "Dice": 0.6982862967446009, + "FN": 8826, + "FP": 19590, + "IoU": 0.5364361571966916, + "TN": 62508861, + "TP": 32883, + "n_pred": 52473, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9522062783663322, + "FN": 27356, + "FP": 5478, + "IoU": 0.9087726512444639, + "TN": 62210246, + "TP": 327080, + "n_pred": 332558, + "n_ref": 354436 + }, + "15": { + "Dice": 0.6179587283881762, + "FN": 39263, + "FP": 25127, + "IoU": 0.44713478611783697, + "TN": 62453694, + "TP": 52076, + "n_pred": 77203, + "n_ref": 91339 + }, + "2": { + "Dice": 0.8224943736827949, + "FN": 46225, + "FP": 5910, + "IoU": 0.6985056846439435, + "TN": 62397238, + "TP": 120787, + "n_pred": 126697, + "n_ref": 167012 + }, + "3": { + "Dice": 0.878088825347046, + "FN": 9772, + "FP": 43096, + "IoU": 0.7826723230728756, + "TN": 62326896, + "TP": 190396, + "n_pred": 233492, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9148543892729939, + "FN": 1647, + "FP": 2417, + "IoU": 0.8430706259412287, + "TN": 62544263, + "TP": 21833, + "n_pred": 24250, + "n_ref": 23480 + }, + "5": { + "Dice": 0.6428177448585611, + "FN": 4096, + "FP": 437, + "IoU": 0.4736414305620065, + "TN": 62561548, + "TP": 4079, + "n_pred": 4516, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9527633861978776, + "FN": 48530, + "FP": 91184, + "IoU": 0.9097880781104013, + "TN": 61021429, + "TP": 1409017, + "n_pred": 1500201, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8465361695291359, + "FN": 18778, + "FP": 42358, + "IoU": 0.7339078583708734, + "TN": 62340405, + "TP": 168619, + "n_pred": 210977, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9419459316083009, + "FN": 2651, + "FP": 5666, + "IoU": 0.8902625676210582, + "TN": 62494370, + "TP": 67473, + "n_pred": 73139, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8427867338447893, + "FN": 3512, + "FP": 13681, + "IoU": 0.7282898999636519, + "TN": 62506883, + "TP": 46084, + "n_pred": 59765, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.892231532961933, + "FN": 39913, + "FP": 18256, + "IoU": 0.8054314231813864, + "TN": 55082284, + "TP": 240795, + "n_pred": 259051, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8506692826176386, + "FN": 9364, + "FP": 14231, + "IoU": 0.7401431718061674, + "TN": 55290448, + "TP": 67205, + "n_pred": 81436, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7153266010481912, + "FN": 1529, + "FP": 698, + "IoU": 0.55681592039801, + "TN": 55376223, + "TP": 2798, + "n_pred": 3496, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7975169300225734, + "FN": 1195, + "FP": 599, + "IoU": 0.6632250797822414, + "TN": 55375921, + "TP": 3533, + "n_pred": 4132, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7384595995967161, + "FN": 13854, + "FP": 15200, + "IoU": 0.5853634171055073, + "TN": 55311177, + "TP": 41017, + "n_pred": 56217, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8655999249214021, + "FN": 2952, + "FP": 25690, + "IoU": 0.7630464277441344, + "TN": 55260372, + "TP": 92234, + "n_pred": 117924, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8102772519119325, + "FN": 17879, + "FP": 14892, + "IoU": 0.6810639312512774, + "TN": 55278497, + "TP": 69980, + "n_pred": 84872, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9224868139046498, + "FN": 24493, + "FP": 4223, + "IoU": 0.8561257772144034, + "TN": 55181657, + "TP": 170875, + "n_pred": 175098, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9179939086294416, + "FN": 14347, + "FP": 15944, + "IoU": 0.8484184293885394, + "TN": 55181415, + "TP": 169542, + "n_pred": 185486, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8651791554618795, + "FN": 1457, + "FP": 398, + "IoU": 0.7623927244780325, + "TN": 55373441, + "TP": 5952, + "n_pred": 6350, + "n_ref": 7409 + }, + "5": { + "Dice": 0.7317342765557644, + "FN": 2330, + "FP": 97, + "IoU": 0.5769565975248387, + "TN": 55375511, + "TP": 3310, + "n_pred": 3407, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9663745852320859, + "FN": 55713, + "FP": 44713, + "IoU": 0.9349369427502627, + "TN": 53837730, + "TP": 1443092, + "n_pred": 1487805, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.8885790772008136, + "FN": 31528, + "FP": 4516, + "IoU": 0.7994982449699336, + "TN": 55201479, + "TP": 143725, + "n_pred": 148241, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9438561775045786, + "FN": 2216, + "FP": 3118, + "IoU": 0.893681482957943, + "TN": 55331078, + "TP": 44836, + "n_pred": 47954, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8778922544604024, + "FN": 5500, + "FP": 7134, + "IoU": 0.7823600344530577, + "TN": 55323198, + "TP": 45416, + "n_pred": 52550, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9482353816739111, + "FN": 21174, + "FP": 8039, + "IoU": 0.9015661538254184, + "TN": 110849837, + "TP": 267565, + "n_pred": 275604, + "n_ref": 288739 + }, + "10": { + "Dice": 0.830613155484583, + "FN": 11534, + "FP": 17318, + "IoU": 0.7102980159048919, + "TN": 111047023, + "TP": 70740, + "n_pred": 88058, + "n_ref": 82274 + }, + "11": { + "Dice": 0.8021846276808312, + "FN": 623, + "FP": 862, + "IoU": 0.6697064056939501, + "TN": 111142119, + "TP": 3011, + "n_pred": 3873, + "n_ref": 3634 + }, + "12": { + "Dice": 0.8225894316324678, + "FN": 839, + "FP": 138, + "IoU": 0.6986428130783467, + "TN": 111143373, + "TP": 2265, + "n_pred": 2403, + "n_ref": 3104 + }, + "13": { + "Dice": 0.7582066895516724, + "FN": 18640, + "FP": 9394, + "IoU": 0.6105739845529811, + "TN": 111074627, + "TP": 43954, + "n_pred": 53348, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8035748765619397, + "FN": 11984, + "FP": 2258, + "IoU": 0.6716466085673445, + "TN": 111103241, + "TP": 29132, + "n_pred": 31390, + "n_ref": 41116 + }, + "15": { + "Dice": 0.6020019854401059, + "FN": 3533, + "FP": 25333, + "IoU": 0.4306171962838038, + "TN": 111095918, + "TP": 21831, + "n_pred": 47164, + "n_ref": 25364 + }, + "2": { + "Dice": 0.7906503735198498, + "FN": 9725, + "FP": 67677, + "IoU": 0.6537814674992396, + "TN": 110923051, + "TP": 146162, + "n_pred": 213839, + "n_ref": 155887 + }, + "3": { + "Dice": 0.7494055579381171, + "FN": 96903, + "FP": 1848, + "IoU": 0.5992394758308341, + "TN": 110900206, + "TP": 147658, + "n_pred": 149506, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9002633228840126, + "FN": 889, + "FP": 3088, + "IoU": 0.8186171668338958, + "TN": 111124689, + "TP": 17949, + "n_pred": 21037, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8229822691599651, + "FN": 520, + "FP": 1307, + "IoU": 0.6992097464603226, + "TN": 111140541, + "TP": 4247, + "n_pred": 5554, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9763186760248134, + "FN": 23424, + "FP": 53262, + "IoU": 0.9537330154989511, + "TN": 109489148, + "TP": 1580781, + "n_pred": 1634043, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.5348696199987502, + "FN": 220358, + "FP": 55035, + "IoU": 0.3650662270741351, + "TN": 110712880, + "TP": 158342, + "n_pred": 213377, + "n_ref": 378700 + }, + "8": { + "Dice": 0.882489245836957, + "FN": 4951, + "FP": 15182, + "IoU": 0.7896919493163134, + "TN": 111050884, + "TP": 75598, + "n_pred": 90780, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8954802259887006, + "FN": 7036, + "FP": 4360, + "IoU": 0.8107416879795396, + "TN": 111086401, + "TP": 48818, + "n_pred": 53178, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9713289316236113, + "FN": 7780, + "FP": 3697, + "IoU": 0.9442561004041032, + "TN": 96915137, + "TP": 194411, + "n_pred": 198108, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8280458792413711, + "FN": 12098, + "FP": 13778, + "IoU": 0.706551446489527, + "TN": 97032846, + "TP": 62303, + "n_pred": 76081, + "n_ref": 74401 + }, + "11": { + "Dice": 0.768562401263823, + "FN": 993, + "FP": 765, + "IoU": 0.6241180243745991, + "TN": 97116348, + "TP": 2919, + "n_pred": 3684, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7190768898953952, + "FN": 1949, + "FP": 656, + "IoU": 0.5613739686815963, + "TN": 97115086, + "TP": 3334, + "n_pred": 3990, + "n_ref": 5283 + }, + "13": { + "Dice": 0.7776826160085026, + "FN": 13688, + "FP": 7857, + "IoU": 0.6362362396163976, + "TN": 97061797, + "TP": 37683, + "n_pred": 45540, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9247574225785835, + "FN": 5979, + "FP": 14741, + "IoU": 0.8600453906841025, + "TN": 96972977, + "TP": 127328, + "n_pred": 142069, + "n_ref": 133307 + }, + "15": { + "Dice": 0.9262754505472952, + "FN": 7105, + "FP": 2668, + "IoU": 0.862675116275802, + "TN": 97049858, + "TP": 61394, + "n_pred": 64062, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9382291859874664, + "FN": 13113, + "FP": 7202, + "IoU": 0.8836456734403996, + "TN": 96946429, + "TP": 154281, + "n_pred": 161483, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9356732497183348, + "FN": 18867, + "FP": 8767, + "IoU": 0.8791221769731116, + "TN": 96892414, + "TP": 200977, + "n_pred": 209744, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8798317968623646, + "FN": 913, + "FP": 3545, + "IoU": 0.7854461449610165, + "TN": 97100247, + "TP": 16320, + "n_pred": 19865, + "n_ref": 17233 + }, + "5": { + "Dice": 0.7456920007255577, + "FN": 4236, + "FP": 1372, + "IoU": 0.5945046999276934, + "TN": 97107195, + "TP": 8222, + "n_pred": 9594, + "n_ref": 12458 + }, + "6": { + "Dice": 0.978168349162753, + "FN": 35244, + "FP": 34053, + "IoU": 0.9572695740646534, + "TN": 95499300, + "TP": 1552428, + "n_pred": 1586481, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.895549149780615, + "FN": 53061, + "FP": 10785, + "IoU": 0.8108546881943416, + "TN": 96783475, + "TP": 273704, + "n_pred": 284489, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9488708881871666, + "FN": 6806, + "FP": 3249, + "IoU": 0.9027158296003174, + "TN": 97017668, + "TP": 93302, + "n_pred": 96551, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9199081520358927, + "FN": 8510, + "FP": 6628, + "IoU": 0.8516943755939377, + "TN": 97018952, + "TP": 86935, + "n_pred": 93563, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9701988981713783, + "FN": 9582, + "FP": 1940, + "IoU": 0.9421226064417609, + "TN": 78857329, + "TP": 187554, + "n_pred": 189494, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8383438939359239, + "FN": 10651, + "FP": 21112, + "IoU": 0.721679927096842, + "TN": 78942281, + "TP": 82361, + "n_pred": 103473, + "n_ref": 93012 + }, + "11": { + "Dice": 0.6311239193083573, + "FN": 1476, + "FP": 316, + "IoU": 0.4610526315789474, + "TN": 79053080, + "TP": 1533, + "n_pred": 1849, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5770346357276915, + "FN": 1313, + "FP": 1166, + "IoU": 0.405515587529976, + "TN": 79052235, + "TP": 1691, + "n_pred": 2857, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7324054453220317, + "FN": 19852, + "FP": 13486, + "IoU": 0.5777915679892606, + "TN": 78977444, + "TP": 45623, + "n_pred": 59109, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5033108208523919, + "FN": 22638, + "FP": 7441, + "IoU": 0.33628279529557137, + "TN": 79011086, + "TP": 15240, + "n_pred": 22681, + "n_ref": 37878 + }, + "15": { + "Dice": 0.6910660708181945, + "FN": 11238, + "FP": 13165, + "IoU": 0.5279610035398572, + "TN": 79004708, + "TP": 27294, + "n_pred": 40459, + "n_ref": 38532 + }, + "2": { + "Dice": 0.936781048505113, + "FN": 7124, + "FP": 7132, + "IoU": 0.8810800890898323, + "TN": 78936526, + "TP": 105623, + "n_pred": 112755, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9225798690474145, + "FN": 14012, + "FP": 4008, + "IoU": 0.8562860879829011, + "TN": 78931017, + "TP": 107368, + "n_pred": 111376, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8024174246050741, + "FN": 1777, + "FP": 1525, + "IoU": 0.6700309783151793, + "TN": 79046398, + "TP": 6705, + "n_pred": 8230, + "n_ref": 8482 + }, + "5": { + "Dice": 0.832272253733071, + "FN": 1363, + "FP": 86, + "IoU": 0.7127279936558287, + "TN": 79051361, + "TP": 3595, + "n_pred": 3681, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9754744603263329, + "FN": 35988, + "FP": 28510, + "IoU": 0.952123126805645, + "TN": 77709241, + "TP": 1282666, + "n_pred": 1311176, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.8214972678405199, + "FN": 141267, + "FP": 3317, + "IoU": 0.6970686154755146, + "TN": 78579122, + "TP": 332699, + "n_pred": 336016, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9343890355141918, + "FN": 1257, + "FP": 2994, + "IoU": 0.8768575649604589, + "TN": 79021884, + "TP": 30270, + "n_pred": 33264, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9183779365248605, + "FN": 6690, + "FP": 4793, + "IoU": 0.8490747069028968, + "TN": 78980321, + "TP": 64601, + "n_pred": 69394, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9643577237177922, + "FN": 10299, + "FP": 6194, + "IoU": 0.9311687498695824, + "TN": 122472325, + "TP": 223122, + "n_pred": 229316, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8257191357030808, + "FN": 20649, + "FP": 17236, + "IoU": 0.7031700513977686, + "TN": 122584308, + "TP": 89747, + "n_pred": 106983, + "n_ref": 110396 + }, + "11": { + "Dice": 0.7897371714643304, + "FN": 1027, + "FP": 653, + "IoU": 0.6525336091003102, + "TN": 122707105, + "TP": 3155, + "n_pred": 3808, + "n_ref": 4182 + }, + "12": { + "Dice": 0.559257449926722, + "FN": 3428, + "FP": 1083, + "IoU": 0.3881730638817306, + "TN": 122704567, + "TP": 2862, + "n_pred": 3945, + "n_ref": 6290 + }, + "13": { + "Dice": 0.4889756217177187, + "FN": 29871, + "FP": 20145, + "IoU": 0.32360538237879505, + "TN": 122637995, + "TP": 23929, + "n_pred": 44074, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7534029247681513, + "FN": 13905, + "FP": 47492, + "IoU": 0.6043676338868591, + "TN": 122556753, + "TP": 93790, + "n_pred": 141282, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8694105366310901, + "FN": 10278, + "FP": 1982, + "IoU": 0.7689887132332158, + "TN": 122658869, + "TP": 40811, + "n_pred": 42793, + "n_ref": 51089 + }, + "2": { + "Dice": 0.7132840352684799, + "FN": 58713, + "FP": 4177, + "IoU": 0.5543445910514605, + "TN": 122570822, + "TP": 78228, + "n_pred": 82405, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7991755005889282, + "FN": 4752, + "FP": 66176, + "IoU": 0.6655223148602256, + "TN": 122499884, + "TP": 141128, + "n_pred": 207304, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7857719287354895, + "FN": 8514, + "FP": 22545, + "IoU": 0.6471370143149284, + "TN": 122623920, + "TP": 56961, + "n_pred": 79506, + "n_ref": 65475 + }, + "5": { + "Dice": 0.7460760840649109, + "FN": 5991, + "FP": 1645, + "IoU": 0.5949931049114247, + "TN": 122693086, + "TP": 11218, + "n_pred": 12863, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9643387123606721, + "FN": 44282, + "FP": 78975, + "IoU": 0.931133299921611, + "TN": 120922149, + "TP": 1666534, + "n_pred": 1745509, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.6130643740176334, + "FN": 194318, + "FP": 275139, + "IoU": 0.4420279950508877, + "TN": 121870577, + "TP": 371906, + "n_pred": 647045, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9067712827463817, + "FN": 6667, + "FP": 20020, + "IoU": 0.829443343771969, + "TN": 122555470, + "TP": 129783, + "n_pred": 149803, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8830355132263918, + "FN": 8083, + "FP": 9577, + "IoU": 0.7905672236519099, + "TN": 122627617, + "TP": 66663, + "n_pred": 76240, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/loop_002/summary_cross_val.json b/nnActive_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/loop_002/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..7067a685006478c93db820668a3907675113df41 --- /dev/null +++ b/nnActive_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/loop_002/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.5476822160699868, + "FN": 1363.8444444444447, + "FP": 1610.1911111111112, + "IoU": 0.4665091445602858, + "TN": 666782.3822222223, + "TP": 7807.315555555556, + "n_pred": 9417.506666666666, + "n_ref": 9171.16 + }, + "mean": { + "1": { + "Dice": 0.6632277937428339, + "FN": 1146.3333333333333, + "FP": 1764.9333333333334, + "IoU": 0.6008533524976256, + "TN": 664548.0666666667, + "TP": 10104.4, + "n_pred": 11869.333333333334, + "n_ref": 11250.733333333334 + }, + "10": { + "Dice": 0.3871311783213571, + "FN": 1154.6666666666667, + "FP": 1590.5666666666666, + "IoU": 0.3117439811879022, + "TN": 672147.3666666667, + "TP": 2671.133333333333, + "n_pred": 4261.7, + "n_ref": 3825.8 + }, + "11": { + "Dice": 0.36850943632676425, + "FN": 237.03333333333333, + "FP": 95.26666666666667, + "IoU": 0.2630534974181162, + "TN": 676994.7, + "TP": 236.73333333333332, + "n_pred": 332.0, + "n_ref": 473.76666666666665 + }, + "12": { + "Dice": 0.31089220077247054, + "FN": 302.53333333333336, + "FP": 106.93333333333334, + "IoU": 0.23781258414769776, + "TN": 676922.7, + "TP": 231.56666666666666, + "n_pred": 338.5, + "n_ref": 534.1 + }, + "13": { + "Dice": 0.48931258131951405, + "FN": 2683.266666666667, + "FP": 1483.6666666666667, + "IoU": 0.3821072339521688, + "TN": 670303.5333333333, + "TP": 3093.266666666667, + "n_pred": 4576.933333333333, + "n_ref": 5776.533333333334 + }, + "14": { + "Dice": 0.6049312899407838, + "FN": 632.9, + "FP": 1285.3, + "IoU": 0.5559459326759075, + "TN": 666176.8333333334, + "TP": 9468.7, + "n_pred": 10754.0, + "n_ref": 10101.6 + }, + "15": { + "Dice": 0.41637308013537433, + "FN": 1768.6333333333334, + "FP": 504.43333333333334, + "IoU": 0.3159719247137654, + "TN": 673083.1333333333, + "TP": 2207.5333333333333, + "n_pred": 2711.9666666666667, + "n_ref": 3976.1666666666665 + }, + "2": { + "Dice": 0.46695801725292213, + "FN": 1680.2, + "FP": 952.7333333333333, + "IoU": 0.41979526467438205, + "TN": 668178.2666666667, + "TP": 6752.533333333334, + "n_pred": 7705.266666666666, + "n_ref": 8432.733333333334 + }, + "3": { + "Dice": 0.5489565095105675, + "FN": 1169.5333333333333, + "FP": 1809.0333333333333, + "IoU": 0.5004944581031543, + "TN": 663721.0666666667, + "TP": 10864.1, + "n_pred": 12673.133333333333, + "n_ref": 12033.633333333333 + }, + "4": { + "Dice": 0.5218902015329067, + "FN": 325.53333333333336, + "FP": 450.6, + "IoU": 0.46000154167841356, + "TN": 674660.2, + "TP": 2127.4, + "n_pred": 2578.0, + "n_ref": 2452.9333333333334 + }, + "5": { + "Dice": 0.5899071759481862, + "FN": 894.9333333333333, + "FP": 905.2, + "IoU": 0.4453468932117723, + "TN": 673886.9333333333, + "TP": 1876.6666666666667, + "n_pred": 2781.866666666667, + "n_ref": 2771.6 + }, + "6": { + "Dice": 0.6700888832830367, + "FN": 1939.3666666666666, + "FP": 5954.366666666667, + "IoU": 0.6087563549852701, + "TN": 635225.2666666667, + "TP": 34444.73333333333, + "n_pred": 40399.1, + "n_ref": 36384.1 + }, + "7": { + "Dice": 0.5681836138761046, + "FN": 4094.633333333333, + "FP": 5384.3, + "IoU": 0.46512635834221133, + "TN": 653814.9333333333, + "TP": 14269.866666666667, + "n_pred": 19654.166666666668, + "n_ref": 18364.5 + }, + "8": { + "Dice": 0.8805016945237739, + "FN": 1131.1666666666667, + "FP": 964.7666666666667, + "IoU": 0.7997843560639125, + "TN": 663345.3, + "TP": 12122.5, + "n_pred": 13087.266666666666, + "n_ref": 13253.666666666666 + }, + "9": { + "Dice": 0.7283695845632054, + "FN": 1296.9333333333334, + "FP": 900.7666666666667, + "IoU": 0.6308434347519869, + "TN": 668727.4333333333, + "TP": 6638.6, + "n_pred": 7539.366666666667, + "n_ref": 7935.533333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9472023927749413, + "FN": 2109, + "FP": 2410, + "IoU": 0.8997003662190656, + "TN": 655873, + "TP": 40536, + "n_pred": 42946, + "n_ref": 42645 + }, + "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": 0.7415730337078652, + "FN": 42, + "FP": 4, + "IoU": 0.5892857142857143, + "TN": 700816, + "TP": 66, + "n_pred": 70, + "n_ref": 108 + }, + "13": { + "Dice": 0.8718164596926963, + "FN": 399, + "FP": 210, + "IoU": 0.7727611940298508, + "TN": 698248, + "TP": 2071, + "n_pred": 2281, + "n_ref": 2470 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "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": 11, + "IoU": 0.0, + "TN": 700917, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "3": { + "Dice": 0.9424928441321884, + "FN": 76, + "FP": 145, + "IoU": 0.8912401574803149, + "TN": 698896, + "TP": 1811, + "n_pred": 1956, + "n_ref": 1887 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.3574119574119574, + "FN": 2183, + "FP": 1740, + "IoU": 0.21759074591144795, + "TN": 695914, + "TP": 1091, + "n_pred": 2831, + "n_ref": 3274 + }, + "6": { + "Dice": 0.0, + "FN": 16, + "FP": 0, + "IoU": 0.0, + "TN": 700912, + "TP": 0, + "n_pred": 0, + "n_ref": 16 + }, + "7": { + "Dice": 0.812759873124394, + "FN": 8381, + "FP": 3012, + "IoU": 0.684579180509413, + "TN": 664808, + "TP": 24727, + "n_pred": 27739, + "n_ref": 33108 + }, + "8": { + "Dice": 0.8149609375, + "FN": 2319, + "FP": 7155, + "IoU": 0.6877080792431685, + "TN": 670591, + "TP": 20863, + "n_pred": 28018, + "n_ref": 23182 + }, + "9": { + "Dice": 0.8804818923088225, + "FN": 692, + "FP": 935, + "IoU": 0.7864829396325459, + "TN": 693308, + "TP": 5993, + "n_pred": 6928, + "n_ref": 6685 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7071837682027478, + "FN": 14587, + "FP": 1057, + "IoU": 0.5470102794266686, + "TN": 841625, + "TP": 18891, + "n_pred": 19948, + "n_ref": 33478 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1613, + "IoU": 0.0, + "TN": 874547, + "TP": 0, + "n_pred": 1613, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1100, + "IoU": 0.0, + "TN": 875060, + "TP": 0, + "n_pred": 1100, + "n_ref": 0 + }, + "12": { + "Dice": 0.3972984877404199, + "FN": 3148, + "FP": 957, + "IoU": 0.24789300109930376, + "TN": 870702, + "TP": 1353, + "n_pred": 2310, + "n_ref": 4501 + }, + "13": { + "Dice": 0.4055797452023867, + "FN": 13112, + "FP": 1632, + "IoU": 0.25437443107110347, + "TN": 856386, + "TP": 5030, + "n_pred": 6662, + "n_ref": 18142 + }, + "14": { + "Dice": 0.9035063428507278, + "FN": 3704, + "FP": 9189, + "IoU": 0.8239959592650231, + "TN": 802906, + "TP": 60361, + "n_pred": 69550, + "n_ref": 64065 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1017, + "IoU": 0.0, + "TN": 875143, + "TP": 0, + "n_pred": 1017, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7512, + "IoU": 0.0, + "TN": 868648, + "TP": 0, + "n_pred": 7512, + "n_ref": 0 + }, + "3": { + "Dice": 0.7392006345069824, + "FN": 9067, + "FP": 140, + "IoU": 0.5862952145585262, + "TN": 853905, + "TP": 13048, + "n_pred": 13188, + "n_ref": 22115 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6845179063360881, + "FN": 2463, + "FP": 6126, + "IoU": 0.5203551683699112, + "TN": 858253, + "TP": 9318, + "n_pred": 15444, + "n_ref": 11781 + }, + "6": { + "Dice": 0.8705547652916074, + "FN": 3840, + "FP": 15816, + "IoU": 0.7707808564231738, + "TN": 790408, + "TP": 66096, + "n_pred": 81912, + "n_ref": 69936 + }, + "7": { + "Dice": 0.6277795176949578, + "FN": 5166, + "FP": 4342, + "IoU": 0.4574917265776561, + "TN": 858634, + "TP": 8018, + "n_pred": 12360, + "n_ref": 13184 + }, + "8": { + "Dice": 0.9067419040901421, + "FN": 6564, + "FP": 3881, + "IoU": 0.8293941819250935, + "TN": 814937, + "TP": 50778, + "n_pred": 54659, + "n_ref": 57342 + }, + "9": { + "Dice": 0.8550699482764605, + "FN": 1709, + "FP": 6641, + "IoU": 0.7468316051179431, + "TN": 843178, + "TP": 24632, + "n_pred": 31273, + "n_ref": 26341 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7388120423108218, + "FN": 0, + "FP": 321, + "IoU": 0.5858064516129032, + "TN": 700153, + "TP": 454, + "n_pred": 775, + "n_ref": 454 + }, + "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": 3, + "IoU": 0.0, + "TN": 700925, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "14": { + "Dice": 0.926079747589382, + "FN": 1563, + "FP": 7621, + "IoU": 0.8623356767046902, + "TN": 634215, + "TP": 57529, + "n_pred": 65150, + "n_ref": 59092 + }, + "15": { + "Dice": 0.73496761631759, + "FN": 19356, + "FP": 245, + "IoU": 0.5809871951089164, + "TN": 654149, + "TP": 27178, + "n_pred": 27423, + "n_ref": 46534 + }, + "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": 0.8885303402314977, + "FN": 1712, + "FP": 4644, + "IoU": 0.799419338550871, + "TN": 669240, + "TP": 25332, + "n_pred": 29976, + "n_ref": 27044 + }, + "5": { + "Dice": 0.5369402136849284, + "FN": 3314, + "FP": 760, + "IoU": 0.3669981354878807, + "TN": 694492, + "TP": 2362, + "n_pred": 3122, + "n_ref": 5676 + }, + "6": { + "Dice": 0.9638707334785767, + "FN": 2336, + "FP": 5624, + "IoU": 0.9302610828806729, + "TN": 586788, + "TP": 106180, + "n_pred": 111804, + "n_ref": 108516 + }, + "7": { + "Dice": 0.4076405703524348, + "FN": 210, + "FP": 10799, + "IoU": 0.25599783739947285, + "TN": 686131, + "TP": 3788, + "n_pred": 14587, + "n_ref": 3998 + }, + "8": { + "Dice": 0.9286277319957005, + "FN": 2282, + "FP": 1702, + "IoU": 0.8667647648986689, + "TN": 671026, + "TP": 25918, + "n_pred": 27620, + "n_ref": 28200 + }, + "9": { + "Dice": 0.7319849265554103, + "FN": 2446, + "FP": 1039, + "IoU": 0.5772683163512858, + "TN": 692684, + "TP": 4759, + "n_pred": 5798, + "n_ref": 7205 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9597061273952889, + "FN": 408, + "FP": 656, + "IoU": 0.922533673097925, + "TN": 511961, + "TP": 12671, + "n_pred": 13327, + "n_ref": 13079 + }, + "10": { + "Dice": 0.8640945429266598, + "FN": 945, + "FP": 619, + "IoU": 0.7607099143206855, + "TN": 519160, + "TP": 4972, + "n_pred": 5591, + "n_ref": 5917 + }, + "11": { + "Dice": 0.5794959757223909, + "FN": 2701, + "FP": 486, + "IoU": 0.4079509567155861, + "TN": 520313, + "TP": 2196, + "n_pred": 2682, + "n_ref": 4897 + }, + "12": { + "Dice": 0.7896373056994819, + "FN": 1096, + "FP": 731, + "IoU": 0.6523972602739726, + "TN": 520440, + "TP": 3429, + "n_pred": 4160, + "n_ref": 4525 + }, + "13": { + "Dice": 0.9209814348353391, + "FN": 741, + "FP": 106, + "IoU": 0.8535362268718658, + "TN": 519913, + "TP": 4936, + "n_pred": 5042, + "n_ref": 5677 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6767515382261957, + "FN": 9358, + "FP": 151, + "IoU": 0.5114319477983866, + "TN": 506233, + "TP": 9954, + "n_pred": 10105, + "n_ref": 19312 + }, + "3": { + "Dice": 0.7794399524113772, + "FN": 555, + "FP": 9456, + "IoU": 0.6385920577617329, + "TN": 497996, + "TP": 17689, + "n_pred": 27145, + "n_ref": 18244 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 525653, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "5": { + "Dice": 0.6151271753681392, + "FN": 110, + "FP": 1040, + "IoU": 0.44417593040116, + "TN": 523627, + "TP": 919, + "n_pred": 1959, + "n_ref": 1029 + }, + "6": { + "Dice": 0.9493341556013799, + "FN": 1907, + "FP": 722, + "IoU": 0.9035547892439194, + "TN": 498437, + "TP": 24630, + "n_pred": 25352, + "n_ref": 26537 + }, + "7": { + "Dice": 0.915601686668829, + "FN": 1667, + "FP": 2236, + "IoU": 0.8443407513759272, + "TN": 500622, + "TP": 21171, + "n_pred": 23407, + "n_ref": 22838 + }, + "8": { + "Dice": 0.9482613178367232, + "FN": 799, + "FP": 305, + "IoU": 0.9016130469655111, + "TN": 514475, + "TP": 10117, + "n_pred": 10422, + "n_ref": 10916 + }, + "9": { + "Dice": 0.9504881832283968, + "FN": 930, + "FP": 1783, + "IoU": 0.9056479098560201, + "TN": 496942, + "TP": 26041, + "n_pred": 27824, + "n_ref": 26971 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.6437215012276394, + "FN": 6560, + "FP": 1566, + "IoU": 0.47462339173724705, + "TN": 860693, + "TP": 7341, + "n_pred": 8907, + "n_ref": 13901 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 876123, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 499, + "FP": 0, + "IoU": 0.0, + "TN": 875661, + "TP": 0, + "n_pred": 0, + "n_ref": 499 + }, + "13": { + "Dice": 0.6401729066443561, + "FN": 8686, + "FP": 6797, + "IoU": 0.47077522559474977, + "TN": 846904, + "TP": 13773, + "n_pred": 20570, + "n_ref": 22459 + }, + "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": 11921, + "FP": 1, + "IoU": 0.0, + "TN": 864238, + "TP": 0, + "n_pred": 1, + "n_ref": 11921 + }, + "3": { + "Dice": 0.029995342338146252, + "FN": 114, + "FP": 10299, + "IoU": 0.015226026101759032, + "TN": 865586, + "TP": 161, + "n_pred": 10460, + "n_ref": 275 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1925, + "IoU": 0.0, + "TN": 874235, + "TP": 0, + "n_pred": 1925, + "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": 0.33504023408924655, + "FN": 4, + "FP": 1814, + "IoU": 0.20123022847100175, + "TN": 873884, + "TP": 458, + "n_pred": 2272, + "n_ref": 462 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8344877000238834, + "FN": 878, + "FP": 2587, + "IoU": 0.715983606557377, + "TN": 863960, + "TP": 8735, + "n_pred": 11322, + "n_ref": 9613 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 22558, + "IoU": 0.0, + "TN": 853602, + "TP": 0, + "n_pred": 22558, + "n_ref": 0 + }, + "10": { + "Dice": 0.4033314465917361, + "FN": 1970, + "FP": 5409, + "IoU": 0.2526081231641851, + "TN": 866287, + "TP": 2494, + "n_pred": 7903, + "n_ref": 4464 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2003, + "FP": 0, + "IoU": 0.0, + "TN": 874157, + "TP": 0, + "n_pred": 0, + "n_ref": 2003 + }, + "13": { + "Dice": 0.2961596009975062, + "FN": 27975, + "FP": 249, + "IoU": 0.1738188630642234, + "TN": 841998, + "TP": 5938, + "n_pred": 6187, + "n_ref": 33913 + }, + "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": 0.9019385601500821, + "FN": 2991, + "FP": 2027, + "IoU": 0.8213917067093789, + "TN": 848065, + "TP": 23077, + "n_pred": 25104, + "n_ref": 26068 + }, + "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": 12981, + "IoU": 0.0, + "TN": 863179, + "TP": 0, + "n_pred": 12981, + "n_ref": 0 + }, + "7": { + "Dice": 0.525648699081083, + "FN": 24204, + "FP": 2742, + "IoU": 0.35652879931225523, + "TN": 834284, + "TP": 14930, + "n_pred": 17672, + "n_ref": 39134 + }, + "8": { + "Dice": 0.7981818181818182, + "FN": 398, + "FP": 46, + "IoU": 0.6641452344931922, + "TN": 874838, + "TP": 878, + "n_pred": 924, + "n_ref": 1276 + }, + "9": { + "Dice": 0.6925975305779375, + "FN": 493, + "FP": 4810, + "IoU": 0.5297508202536135, + "TN": 864883, + "TP": 5974, + "n_pred": 10784, + "n_ref": 6467 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.0, + "FN": 0, + "FP": 1690, + "IoU": 0.0, + "TN": 524006, + "TP": 0, + "n_pred": 1690, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.7667560321715817, + "FN": 912, + "FP": 45, + "IoU": 0.6217391304347826, + "TN": 523166, + "TP": 1573, + "n_pred": 1618, + "n_ref": 2485 + }, + "7": { + "Dice": 0.9367193353237836, + "FN": 3285, + "FP": 2374, + "IoU": 0.880970910544139, + "TN": 478153, + "TP": 41884, + "n_pred": 44258, + "n_ref": 45169 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 780, + "IoU": 0.0, + "TN": 524916, + "TP": 0, + "n_pred": 780, + "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": 0.8699278020153662, + "FN": 1832, + "FP": 1537, + "IoU": 0.7697984284250086, + "TN": 511061, + "TP": 11266, + "n_pred": 12803, + "n_ref": 13098 + }, + "6": { + "Dice": 0.8529579608141525, + "FN": 516, + "FP": 2576, + "IoU": 0.7436152570480928, + "TN": 513636, + "TP": 8968, + "n_pred": 11544, + "n_ref": 9484 + }, + "7": { + "Dice": 0.667079495316975, + "FN": 3929, + "FP": 372, + "IoU": 0.5004645760743321, + "TN": 517086, + "TP": 4309, + "n_pred": 4681, + "n_ref": 8238 + }, + "8": { + "Dice": 0.9628496063467773, + "FN": 1184, + "FP": 661, + "IoU": 0.9283606430069116, + "TN": 499942, + "TP": 23909, + "n_pred": 24570, + "n_ref": 25093 + }, + "9": { + "Dice": 0.6940123881624226, + "FN": 3902, + "FP": 544, + "IoU": 0.5314080944350759, + "TN": 516208, + "TP": 5042, + "n_pred": 5586, + "n_ref": 8944 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.8253685564460275, + "FN": 1134, + "FP": 631, + "IoU": 0.7026617250673854, + "TN": 870224, + "TP": 4171, + "n_pred": 4802, + "n_ref": 5305 + }, + "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": 0.8150522941083723, + "FN": 701, + "FP": 2818, + "IoU": 0.6878381974629646, + "TN": 864887, + "TP": 7754, + "n_pred": 10572, + "n_ref": 8455 + }, + "14": { + "Dice": 0.8505964733437701, + "FN": 983, + "FP": 11328, + "IoU": 0.7400329419714503, + "TN": 828804, + "TP": 35045, + "n_pred": 46373, + "n_ref": 36028 + }, + "15": { + "Dice": 0.7426504220549711, + "FN": 5129, + "FP": 1060, + "IoU": 0.5906475295985184, + "TN": 861041, + "TP": 8930, + "n_pred": 9990, + "n_ref": 14059 + }, + "2": { + "Dice": 0.8943876928085955, + "FN": 1892, + "FP": 703, + "IoU": 0.8089523669292498, + "TN": 862577, + "TP": 10988, + "n_pred": 11691, + "n_ref": 12880 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9446569178852643, + "FN": 175, + "FP": 317, + "IoU": 0.8951183116606267, + "TN": 871469, + "TP": 4199, + "n_pred": 4516, + "n_ref": 4374 + }, + "5": { + "Dice": 0.4967462039045553, + "FN": 3764, + "FP": 2732, + "IoU": 0.33044733044733043, + "TN": 866458, + "TP": 3206, + "n_pred": 5938, + "n_ref": 6970 + }, + "6": { + "Dice": 0.9723702401245587, + "FN": 5825, + "FP": 2409, + "IoU": 0.9462262364243125, + "TN": 723037, + "TP": 144889, + "n_pred": 147298, + "n_ref": 150714 + }, + "7": { + "Dice": 0.8269242094105176, + "FN": 575, + "FP": 5303, + "IoU": 0.7049196787148594, + "TN": 856240, + "TP": 14042, + "n_pred": 19345, + "n_ref": 14617 + }, + "8": { + "Dice": 0.5844155844155844, + "FN": 105, + "FP": 215, + "IoU": 0.41284403669724773, + "TN": 875615, + "TP": 225, + "n_pred": 440, + "n_ref": 330 + }, + "9": { + "Dice": 0.4533333333333333, + "FN": 0, + "FP": 41, + "IoU": 0.29310344827586204, + "TN": 876102, + "TP": 17, + "n_pred": 58, + "n_ref": 17 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.0, + "FN": 1663, + "FP": 391, + "IoU": 0.0, + "TN": 523642, + "TP": 0, + "n_pred": 391, + "n_ref": 1663 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8454545454545455, + "FN": 165, + "FP": 39, + "IoU": 0.7322834645669292, + "TN": 524934, + "TP": 558, + "n_pred": 597, + "n_ref": 723 + }, + "13": { + "Dice": 0.5630293592616507, + "FN": 7577, + "FP": 3928, + "IoU": 0.3918168842839774, + "TN": 506779, + "TP": 7412, + "n_pred": 11340, + "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": 0.5526776141301281, + "FN": 4136, + "FP": 3791, + "IoU": 0.38186213349968806, + "TN": 512872, + "TP": 4897, + "n_pred": 8688, + "n_ref": 9033 + }, + "6": { + "Dice": 0.9260087894526569, + "FN": 1808, + "FP": 1896, + "IoU": 0.862212632988617, + "TN": 498814, + "TP": 23178, + "n_pred": 25074, + "n_ref": 24986 + }, + "7": { + "Dice": 0.7331145747880776, + "FN": 154, + "FP": 1798, + "IoU": 0.5786747248003453, + "TN": 521063, + "TP": 2681, + "n_pred": 4479, + "n_ref": 2835 + }, + "8": { + "Dice": 0.9460738824367518, + "FN": 4195, + "FP": 1558, + "IoU": 0.8976662278985378, + "TN": 469478, + "TP": 50465, + "n_pred": 52023, + "n_ref": 54660 + }, + "9": { + "Dice": 0.8315934776982141, + "FN": 2883, + "FP": 1021, + "IoU": 0.7117329985970612, + "TN": 512153, + "TP": 9639, + "n_pred": 10660, + "n_ref": 12522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9697457648220852, + "FN": 1745, + "FP": 1900, + "IoU": 0.9412684090103445, + "TN": 463634, + "TP": 58417, + "n_pred": 60317, + "n_ref": 60162 + }, + "10": { + "Dice": 0.6250624063904143, + "FN": 1654, + "FP": 3603, + "IoU": 0.45461147421931736, + "TN": 516057, + "TP": 4382, + "n_pred": 7985, + "n_ref": 6036 + }, + "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": 78, + "IoU": 0.0, + "TN": 525618, + "TP": 0, + "n_pred": 78, + "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": 0.9356054399475667, + "FN": 177, + "FP": 216, + "IoU": 0.8790024630541872, + "TN": 522448, + "TP": 2855, + "n_pred": 3071, + "n_ref": 3032 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.4277417150666211, + "FN": 327, + "FP": 4698, + "IoU": 0.2720556279878314, + "TN": 518793, + "TP": 1878, + "n_pred": 6576, + "n_ref": 2205 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9763980795587357, + "FN": 1590, + "FP": 1217, + "IoU": 0.9538845717853094, + "TN": 815291, + "TP": 58062, + "n_pred": 59279, + "n_ref": 59652 + }, + "10": { + "Dice": 0.8262594574644768, + "FN": 1690, + "FP": 2076, + "IoU": 0.7039540916594608, + "TN": 863439, + "TP": 8955, + "n_pred": 11031, + "n_ref": 10645 + }, + "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": 0.732725855179807, + "FN": 1395, + "FP": 9575, + "IoU": 0.5781904871765294, + "TN": 850153, + "TP": 15037, + "n_pred": 24612, + "n_ref": 16432 + }, + "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": 0.8546255506607929, + "FN": 10, + "FP": 23, + "IoU": 0.7461538461538462, + "TN": 876030, + "TP": 97, + "n_pred": 120, + "n_ref": 107 + }, + "4": { + "Dice": 0.8868262133750838, + "FN": 217, + "FP": 795, + "IoU": 0.796664657424151, + "TN": 871183, + "TP": 3965, + "n_pred": 4760, + "n_ref": 4182 + }, + "5": { + "Dice": 0.8692539827356306, + "FN": 496, + "FP": 1367, + "IoU": 0.7687437934458788, + "TN": 868104, + "TP": 6193, + "n_pred": 7560, + "n_ref": 6689 + }, + "6": { + "Dice": 0.9303355401635822, + "FN": 3250, + "FP": 6315, + "IoU": 0.8697452099192461, + "TN": 802727, + "TP": 63868, + "n_pred": 70183, + "n_ref": 67118 + }, + "7": { + "Dice": 0.6315721483012531, + "FN": 1080, + "FP": 4624, + "IoU": 0.46153119984895685, + "TN": 865567, + "TP": 4889, + "n_pred": 9513, + "n_ref": 5969 + }, + "8": { + "Dice": 0.8466362757286918, + "FN": 1805, + "FP": 9297, + "IoU": 0.7340583528960859, + "TN": 834414, + "TP": 30644, + "n_pred": 39941, + "n_ref": 32449 + }, + "9": { + "Dice": 0.6291586472367335, + "FN": 9856, + "FP": 934, + "IoU": 0.4589580303866018, + "TN": 856217, + "TP": 9153, + "n_pred": 10087, + "n_ref": 19009 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.0, + "FN": 0, + "FP": 497, + "IoU": 0.0, + "TN": 525199, + "TP": 0, + "n_pred": 497, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 361, + "IoU": 0.0, + "TN": 525335, + "TP": 0, + "n_pred": 361, + "n_ref": 0 + }, + "5": { + "Dice": 0.7330443949865292, + "FN": 2123, + "FP": 2435, + "IoU": 0.5785872781065089, + "TN": 514880, + "TP": 6258, + "n_pred": 8693, + "n_ref": 8381 + }, + "6": { + "Dice": 0.9491863483821946, + "FN": 1423, + "FP": 4997, + "IoU": 0.9032870356421921, + "TN": 459314, + "TP": 59962, + "n_pred": 64959, + "n_ref": 61385 + }, + "7": { + "Dice": 0.0398061613014884, + "FN": 4821, + "FP": 727, + "IoU": 0.02030725763729472, + "TN": 520033, + "TP": 115, + "n_pred": 842, + "n_ref": 4936 + }, + "8": { + "Dice": 0.9526613737140053, + "FN": 2285, + "FP": 416, + "IoU": 0.9096020616486495, + "TN": 495817, + "TP": 27178, + "n_pred": 27594, + "n_ref": 29463 + }, + "9": { + "Dice": 0.8642372360299856, + "FN": 5608, + "FP": 133, + "IoU": 0.7609311235112851, + "TN": 501682, + "TP": 18273, + "n_pred": 18406, + "n_ref": 23881 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0102.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": 0.9509918319719953, + "FN": 274, + "FP": 314, + "IoU": 0.9065628476084538, + "TN": 869867, + "TP": 5705, + "n_pred": 6019, + "n_ref": 5979 + }, + "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": 0.9337606409614422, + "FN": 2317, + "FP": 990, + "IoU": 0.875751427712654, + "TN": 849544, + "TP": 23309, + "n_pred": 24299, + "n_ref": 25626 + }, + "5": { + "Dice": 0.8726660790127414, + "FN": 167, + "FP": 1422, + "IoU": 0.774097241967586, + "TN": 869126, + "TP": 5445, + "n_pred": 6867, + "n_ref": 5612 + }, + "6": { + "Dice": 0.9153550889216506, + "FN": 859, + "FP": 5514, + "IoU": 0.843921434169279, + "TN": 835328, + "TP": 34459, + "n_pred": 39973, + "n_ref": 35318 + }, + "7": { + "Dice": 0.7841683193929464, + "FN": 108, + "FP": 2395, + "IoU": 0.6449645390070922, + "TN": 869110, + "TP": 4547, + "n_pred": 6942, + "n_ref": 4655 + }, + "8": { + "Dice": 0.9772232224922252, + "FN": 1452, + "FP": 357, + "IoU": 0.9554609021075439, + "TN": 835544, + "TP": 38807, + "n_pred": 39164, + "n_ref": 40259 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 876159, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9628295819935692, + "FN": 406, + "FP": 172, + "IoU": 0.9283234126984127, + "TN": 692864, + "TP": 7486, + "n_pred": 7658, + "n_ref": 7892 + }, + "10": { + "Dice": 0.9064798294094608, + "FN": 1963, + "FP": 186, + "IoU": 0.8289557465775231, + "TN": 688364, + "TP": 10415, + "n_pred": 10601, + "n_ref": 12378 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 130, + "FP": 0, + "IoU": 0.0, + "TN": 700798, + "TP": 0, + "n_pred": 0, + "n_ref": 130 + }, + "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": 5216, + "IoU": 0.0, + "TN": 695712, + "TP": 0, + "n_pred": 5216, + "n_ref": 0 + }, + "3": { + "Dice": 0.9386079105705274, + "FN": 7713, + "FP": 1766, + "IoU": 0.8843177935074444, + "TN": 618988, + "TP": 72461, + "n_pred": 74227, + "n_ref": 80174 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5321673003802282, + "FN": 2262, + "FP": 3890, + "IoU": 0.36255310330535695, + "TN": 691277, + "TP": 3499, + "n_pred": 7389, + "n_ref": 5761 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 700893, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 230, + "IoU": 0.0, + "TN": 700698, + "TP": 0, + "n_pred": 230, + "n_ref": 0 + }, + "8": { + "Dice": 0.929051318835845, + "FN": 4045, + "FP": 950, + "IoU": 0.8675031167935489, + "TN": 663229, + "TP": 32704, + "n_pred": 33654, + "n_ref": 36749 + }, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7323707186030893, + "FN": 1516, + "FP": 78, + "IoU": 0.577748344370861, + "TN": 697153, + "TP": 2181, + "n_pred": 2259, + "n_ref": 3697 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3920, + "IoU": 0.0, + "TN": 697008, + "TP": 0, + "n_pred": 3920, + "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": 4, + "IoU": 0.0, + "TN": 700924, + "TP": 0, + "n_pred": 4, + "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": 0.2222222222222222, + "FN": 7, + "FP": 0, + "IoU": 0.125, + "TN": 700920, + "TP": 1, + "n_pred": 1, + "n_ref": 8 + }, + "6": { + "Dice": 0.8050474892992068, + "FN": 18570, + "FP": 1607, + "IoU": 0.6737066804663875, + "TN": 639091, + "TP": 41660, + "n_pred": 43267, + "n_ref": 60230 + }, + "7": { + "Dice": 0.7981448890684054, + "FN": 473, + "FP": 27513, + "IoU": 0.6640941007021545, + "TN": 617613, + "TP": 55329, + "n_pred": 82842, + "n_ref": 55802 + }, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9703891708967851, + "FN": 398, + "FP": 1002, + "IoU": 0.942481511914544, + "TN": 676588, + "TP": 22940, + "n_pred": 23942, + "n_ref": 23338 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1022, + "IoU": 0.0, + "TN": 699906, + "TP": 0, + "n_pred": 1022, + "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": 215, + "IoU": 0.0, + "TN": 700713, + "TP": 0, + "n_pred": 215, + "n_ref": 0 + }, + "14": { + "Dice": 0.975418054791862, + "FN": 1104, + "FP": 1936, + "IoU": 0.9520156580484262, + "TN": 637574, + "TP": 60314, + "n_pred": 62250, + "n_ref": 61418 + }, + "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": 25, + "IoU": 0.0, + "TN": 700903, + "TP": 0, + "n_pred": 25, + "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": 0.7519589685140333, + "FN": 1538, + "FP": 203, + "IoU": 0.6025114155251141, + "TN": 696548, + "TP": 2639, + "n_pred": 2842, + "n_ref": 4177 + }, + "7": { + "Dice": 0.9087769315358611, + "FN": 8273, + "FP": 2926, + "IoU": 0.832805828431519, + "TN": 633946, + "TP": 55783, + "n_pred": 58709, + "n_ref": 64056 + }, + "8": { + "Dice": 0.8954593453009504, + "FN": 196, + "FP": 2, + "IoU": 0.8107074569789675, + "TN": 699882, + "TP": 848, + "n_pred": 850, + "n_ref": 1044 + }, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.20401146131805156, + "FN": 4163, + "FP": 4, + "IoU": 0.11359285258455648, + "TN": 696227, + "TP": 534, + "n_pred": 538, + "n_ref": 4697 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 244, + "IoU": 0.0, + "TN": 700684, + "TP": 0, + "n_pred": 244, + "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": 0.3885907935611409, + "FN": 6067, + "FP": 428, + "IoU": 0.2411496670171749, + "TN": 692369, + "TP": 2064, + "n_pred": 2492, + "n_ref": 8131 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9150507848568791, + "FN": 5545, + "FP": 6047, + "IoU": 0.843404255319149, + "TN": 626903, + "TP": 62433, + "n_pred": 68480, + "n_ref": 67978 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1397, + "IoU": 0.0, + "TN": 699531, + "TP": 0, + "n_pred": 1397, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4817486338797814, + "FN": 2097, + "FP": 274, + "IoU": 0.31730492369709185, + "TN": 697455, + "TP": 1102, + "n_pred": 1376, + "n_ref": 3199 + }, + "6": { + "Dice": 0.3350652998174414, + "FN": 190, + "FP": 4545, + "IoU": 0.20124831309041835, + "TN": 695000, + "TP": 1193, + "n_pred": 5738, + "n_ref": 1383 + }, + "7": { + "Dice": 0.06750072737852779, + "FN": 258, + "FP": 2947, + "IoU": 0.0349292381812707, + "TN": 697607, + "TP": 116, + "n_pred": 3063, + "n_ref": 374 + }, + "8": { + "Dice": 0.9313147885748378, + "FN": 1527, + "FP": 1236, + "IoU": 0.8714584787159805, + "TN": 679433, + "TP": 18732, + "n_pred": 19968, + "n_ref": 20259 + }, + "9": { + "Dice": 0.8961075329039485, + "FN": 624, + "FP": 118, + "IoU": 0.8117706747843734, + "TN": 696986, + "TP": 3200, + "n_pred": 3318, + "n_ref": 3824 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 525678, + "TP": 0, + "n_pred": 18, + "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": 96, + "IoU": 0.0, + "TN": 525600, + "TP": 0, + "n_pred": 96, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "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": 235, + "IoU": 0.0, + "TN": 525461, + "TP": 0, + "n_pred": 235, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 122, + "IoU": 0.0, + "TN": 525574, + "TP": 0, + "n_pred": 122, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9025260453831883, + "FN": 272, + "FP": 411, + "IoU": 0.8223667100130039, + "TN": 697083, + "TP": 3162, + "n_pred": 3573, + "n_ref": 3434 + }, + "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": 0.9184485259273087, + "FN": 2472, + "FP": 3207, + "IoU": 0.8491953900897552, + "TN": 663270, + "TP": 31979, + "n_pred": 35186, + "n_ref": 34451 + }, + "15": { + "Dice": 0.706898901518249, + "FN": 2548, + "FP": 8205, + "IoU": 0.5466694772344014, + "TN": 677208, + "TP": 12967, + "n_pred": 21172, + "n_ref": 15515 + }, + "2": { + "Dice": 0.9560152324297528, + "FN": 2290, + "FP": 1614, + "IoU": 0.915736763721914, + "TN": 654597, + "TP": 42427, + "n_pred": 44041, + "n_ref": 44717 + }, + "3": { + "Dice": 0.929721327856112, + "FN": 4289, + "FP": 2041, + "IoU": 0.8686721991701245, + "TN": 652728, + "TP": 41870, + "n_pred": 43911, + "n_ref": 46159 + }, + "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": 0.9593549561024428, + "FN": 2362, + "FP": 1212, + "IoU": 0.9218849037221603, + "TN": 655175, + "TP": 42179, + "n_pred": 43391, + "n_ref": 44541 + }, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 11845, + "IoU": 0.0, + "TN": 513851, + "TP": 0, + "n_pred": 11845, + "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": 618, + "IoU": 0.0, + "TN": 525078, + "TP": 0, + "n_pred": 618, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8362922917799601, + "FN": 11818, + "FP": 3535, + "IoU": 0.7186446268875532, + "TN": 471128, + "TP": 39215, + "n_pred": 42750, + "n_ref": 51033 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13440, + "IoU": 0.0, + "TN": 512256, + "TP": 0, + "n_pred": 13440, + "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": 0.9563258232235702, + "FN": 121, + "FP": 131, + "IoU": 0.9163068747924278, + "TN": 522685, + "TP": 2759, + "n_pred": 2890, + "n_ref": 2880 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 11876, + "IoU": 0.0, + "TN": 513820, + "TP": 0, + "n_pred": 11876, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8413643746616134, + "FN": 277, + "FP": 16, + "IoU": 0.7261682242990655, + "TN": 699858, + "TP": 777, + "n_pred": 793, + "n_ref": 1054 + }, + "10": { + "Dice": 0.880142737195634, + "FN": 879, + "FP": 263, + "IoU": 0.785941893158388, + "TN": 695593, + "TP": 4193, + "n_pred": 4456, + "n_ref": 5072 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.42590559824368823, + "FN": 54, + "FP": 469, + "IoU": 0.2705718270571827, + "TN": 700211, + "TP": 194, + "n_pred": 663, + "n_ref": 248 + }, + "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": 0.9321916909579414, + "FN": 4451, + "FP": 7436, + "IoU": 0.8729953523158288, + "TN": 607333, + "TP": 81708, + "n_pred": 89144, + "n_ref": 86159 + }, + "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": 880, + "FP": 0, + "IoU": 0.0, + "TN": 700048, + "TP": 0, + "n_pred": 0, + "n_ref": 880 + }, + "7": { + "Dice": 0.70662177328844, + "FN": 2614, + "FP": 0, + "IoU": 0.5463380770565776, + "TN": 695166, + "TP": 3148, + "n_pred": 3148, + "n_ref": 5762 + }, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9366558767719612, + "FN": 4535, + "FP": 5, + "IoU": 0.8808586574292763, + "TN": 662822, + "TP": 33566, + "n_pred": 33571, + "n_ref": 38101 + }, + "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": 2796, + "IoU": 0.0, + "TN": 698132, + "TP": 0, + "n_pred": 2796, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 1051, + "IoU": 0.0, + "TN": 524645, + "TP": 0, + "n_pred": 1051, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3659, + "IoU": 0.0, + "TN": 522037, + "TP": 0, + "n_pred": 3659, + "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": 0.7138206569991121, + "FN": 2744, + "FP": 1124, + "IoU": 0.5549930971007824, + "TN": 517004, + "TP": 4824, + "n_pred": 5948, + "n_ref": 7568 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9724965083988631, + "FN": 1445, + "FP": 3616, + "IoU": 0.9464654050794927, + "TN": 431159, + "TP": 89476, + "n_pred": 93092, + "n_ref": 90921 + }, + "7": { + "Dice": 0.9008689221667591, + "FN": 1788, + "FP": 893, + "IoU": 0.8196191885891139, + "TN": 510833, + "TP": 12182, + "n_pred": 13075, + "n_ref": 13970 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 945, + "FP": 42, + "IoU": 0.0, + "TN": 699941, + "TP": 0, + "n_pred": 42, + "n_ref": 945 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 6294, + "IoU": 0.0, + "TN": 694634, + "TP": 0, + "n_pred": 6294, + "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": 147, + "IoU": 0.0, + "TN": 700781, + "TP": 0, + "n_pred": 147, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2177, + "IoU": 0.0, + "TN": 698751, + "TP": 0, + "n_pred": 2177, + "n_ref": 0 + }, + "3": { + "Dice": 0.9409991545050178, + "FN": 3988, + "FP": 2432, + "IoU": 0.8885726187170231, + "TN": 643312, + "TP": 51196, + "n_pred": 53628, + "n_ref": 55184 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4342489772063121, + "FN": 1894, + "FP": 42, + "IoU": 0.2773422918999627, + "TN": 698249, + "TP": 743, + "n_pred": 785, + "n_ref": 2637 + }, + "6": { + "Dice": 0.8460490168508945, + "FN": 4609, + "FP": 9625, + "IoU": 0.7331758707307015, + "TN": 647582, + "TP": 39112, + "n_pred": 48737, + "n_ref": 43721 + }, + "7": { + "Dice": 0.7610649226190976, + "FN": 13365, + "FP": 15058, + "IoU": 0.614289591532094, + "TN": 627238, + "TP": 45267, + "n_pred": 60325, + "n_ref": 58632 + }, + "8": { + "Dice": 0.7864168618266979, + "FN": 884, + "FP": 28, + "IoU": 0.6480123504438441, + "TN": 698337, + "TP": 1679, + "n_pred": 1707, + "n_ref": 2563 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 547, + "IoU": 0.0, + "TN": 700381, + "TP": 0, + "n_pred": 547, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4606903793148707, + "FN": 61, + "FP": 4048, + "IoU": 0.2992837653478854, + "TN": 695064, + "TP": 1755, + "n_pred": 5803, + "n_ref": 1816 + }, + "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": 0.6878385438147874, + "FN": 3556, + "FP": 7797, + "IoU": 0.5242026738192029, + "TN": 677067, + "TP": 12508, + "n_pred": 20305, + "n_ref": 16064 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "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": 0.9003549003549004, + "FN": 119, + "FP": 246, + "IoU": 0.8187686196623635, + "TN": 698914, + "TP": 1649, + "n_pred": 1895, + "n_ref": 1768 + }, + "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": 0.7624137464483832, + "FN": 11770, + "FP": 2278, + "IoU": 0.6160489778069312, + "TN": 664340, + "TP": 22540, + "n_pred": 24818, + "n_ref": 34310 + }, + "8": { + "Dice": 0.9143145161290323, + "FN": 131, + "FP": 209, + "IoU": 0.8421541318477251, + "TN": 698774, + "TP": 1814, + "n_pred": 2023, + "n_ref": 1945 + }, + "9": { + "Dice": 0.9151486097794823, + "FN": 213, + "FP": 1557, + "IoU": 0.8435704816615113, + "TN": 689613, + "TP": 9545, + "n_pred": 11102, + "n_ref": 9758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6072, + "IoU": 0.0, + "TN": 519624, + "TP": 0, + "n_pred": 6072, + "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": 0.43348837209302327, + "FN": 2847, + "FP": 198, + "IoU": 0.27672209026128264, + "TN": 521486, + "TP": 1165, + "n_pred": 1363, + "n_ref": 4012 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5536037199690003, + "FN": 1274, + "FP": 2182, + "IoU": 0.38274691909269515, + "TN": 520097, + "TP": 2143, + "n_pred": 4325, + "n_ref": 3417 + }, + "14": { + "Dice": 0.8183038282098805, + "FN": 7123, + "FP": 1406, + "IoU": 0.6924824229313142, + "TN": 497961, + "TP": 19206, + "n_pred": 20612, + "n_ref": 26329 + }, + "15": { + "Dice": 0.5076935826956546, + "FN": 17499, + "FP": 322, + "IoU": 0.3402073306182895, + "TN": 498686, + "TP": 9189, + "n_pred": 9511, + "n_ref": 26688 + }, + "2": { + "Dice": 0.9057940614366289, + "FN": 3743, + "FP": 299, + "IoU": 0.8278094913521343, + "TN": 502222, + "TP": 19432, + "n_pred": 19731, + "n_ref": 23175 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1437, + "IoU": 0.0, + "TN": 524259, + "TP": 0, + "n_pred": 1437, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3055, + "IoU": 0.0, + "TN": 522641, + "TP": 0, + "n_pred": 3055, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.549663491928587, + "FN": 4045, + "FP": 80734, + "IoU": 0.37899031629528707, + "TN": 389178, + "TP": 51739, + "n_pred": 132473, + "n_ref": 55784 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 21332, + "IoU": 0.0, + "TN": 504364, + "TP": 0, + "n_pred": 21332, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9471151176350814, + "FN": 2746, + "FP": 111, + "IoU": 0.8995428973277074, + "TN": 497256, + "TP": 25583, + "n_pred": 25694, + "n_ref": 28329 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9501766862009174, + "FN": 1358, + "FP": 3182, + "IoU": 0.9050824778909076, + "TN": 828329, + "TP": 43291, + "n_pred": 46473, + "n_ref": 44649 + }, + "10": { + "Dice": 0.639266661657525, + "FN": 114, + "FP": 4687, + "IoU": 0.46979569298729984, + "TN": 867105, + "TP": 4254, + "n_pred": 8941, + "n_ref": 4368 + }, + "11": { + "Dice": 0.7605722701451715, + "FN": 1304, + "FP": 972, + "IoU": 0.6136479375318282, + "TN": 870269, + "TP": 3615, + "n_pred": 4587, + "n_ref": 4919 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 88, + "IoU": 0.0, + "TN": 876072, + "TP": 0, + "n_pred": 88, + "n_ref": 0 + }, + "13": { + "Dice": 0.3555256064690027, + "FN": 4411, + "FP": 371, + "IoU": 0.2161940665464678, + "TN": 870059, + "TP": 1319, + "n_pred": 1690, + "n_ref": 5730 + }, + "14": { + "Dice": 0.9158306746044799, + "FN": 1764, + "FP": 795, + "IoU": 0.8447302954917784, + "TN": 859679, + "TP": 13922, + "n_pred": 14717, + "n_ref": 15686 + }, + "15": { + "Dice": 0.6387741184965301, + "FN": 8527, + "FP": 478, + "IoU": 0.4692638651499971, + "TN": 859193, + "TP": 7962, + "n_pred": 8440, + "n_ref": 16489 + }, + "2": { + "Dice": 0.8912375303316258, + "FN": 3747, + "FP": 287, + "IoU": 0.8038128586713355, + "TN": 855598, + "TP": 16528, + "n_pred": 16815, + "n_ref": 20275 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1826, + "IoU": 0.0, + "TN": 874334, + "TP": 0, + "n_pred": 1826, + "n_ref": 0 + }, + "4": { + "Dice": 0.6660482374768089, + "FN": 356, + "FP": 4, + "IoU": 0.4993045897079277, + "TN": 875441, + "TP": 359, + "n_pred": 363, + "n_ref": 715 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9606874202677537, + "FN": 469, + "FP": 2212, + "IoU": 0.9243488811761055, + "TN": 840721, + "TP": 32758, + "n_pred": 34970, + "n_ref": 33227 + }, + "7": { + "Dice": 0.8907254361799817, + "FN": 634, + "FP": 556, + "IoU": 0.8029801324503312, + "TN": 870120, + "TP": 4850, + "n_pred": 5406, + "n_ref": 5484 + }, + "8": { + "Dice": 0.6865889212827988, + "FN": 2487, + "FP": 93, + "IoU": 0.5227524972253053, + "TN": 870754, + "TP": 2826, + "n_pred": 2919, + "n_ref": 5313 + }, + "9": { + "Dice": 0.8024685836948258, + "FN": 2998, + "FP": 1419, + "IoU": 0.6701023228023004, + "TN": 862771, + "TP": 8972, + "n_pred": 10391, + "n_ref": 11970 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0351.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": 90, + "IoU": 0.0, + "TN": 700838, + "TP": 0, + "n_pred": 90, + "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": 0.9022113022113022, + "FN": 155, + "FP": 44, + "IoU": 0.8218442256042973, + "TN": 699811, + "TP": 918, + "n_pred": 962, + "n_ref": 1073 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "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": 0.8505747126436781, + "FN": 51, + "FP": 14, + "IoU": 0.74, + "TN": 700678, + "TP": 185, + "n_pred": 199, + "n_ref": 236 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9717637473674121, + "FN": 527, + "FP": 10078, + "IoU": 0.9450782783425603, + "TN": 507835, + "TP": 182488, + "n_pred": 192566, + "n_ref": 183015 + }, + "7": { + "Dice": 0.9476960552134785, + "FN": 3078, + "FP": 3106, + "IoU": 0.9005915637860082, + "TN": 638720, + "TP": 56024, + "n_pred": 59130, + "n_ref": 59102 + }, + "8": { + "Dice": 0.9602206994749488, + "FN": 880, + "FP": 461, + "IoU": 0.9234851078397809, + "TN": 683402, + "TP": 16185, + "n_pred": 16646, + "n_ref": 17065 + }, + "9": { + "Dice": 0.962293644439361, + "FN": 132, + "FP": 857, + "IoU": 0.9273275038577412, + "TN": 687319, + "TP": 12620, + "n_pred": 13477, + "n_ref": 12752 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8019559902200489, + "FN": 81, + "FP": 0, + "IoU": 0.6693877551020408, + "TN": 525451, + "TP": 164, + "n_pred": 164, + "n_ref": 245 + }, + "10": { + "Dice": 0.6682060478026972, + "FN": 16007, + "FP": 11007, + "IoU": 0.5017338055186661, + "TN": 471480, + "TP": 27202, + "n_pred": 38209, + "n_ref": 43209 + }, + "11": { + "Dice": 0.4375, + "FN": 259, + "FP": 65, + "IoU": 0.28, + "TN": 525246, + "TP": 126, + "n_pred": 191, + "n_ref": 385 + }, + "12": { + "Dice": 0.5308374384236453, + "FN": 1939, + "FP": 442, + "IoU": 0.3613197424892704, + "TN": 521968, + "TP": 1347, + "n_pred": 1789, + "n_ref": 3286 + }, + "13": { + "Dice": 0.674338841803906, + "FN": 4449, + "FP": 7040, + "IoU": 0.5086811495039343, + "TN": 502312, + "TP": 11895, + "n_pred": 18935, + "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": 0.9288411269241941, + "FN": 92, + "FP": 153, + "IoU": 0.8671366594360087, + "TN": 523852, + "TP": 1599, + "n_pred": 1752, + "n_ref": 1691 + }, + "3": { + "Dice": 0.9563987631534793, + "FN": 1655, + "FP": 164, + "IoU": 0.9164408103266113, + "TN": 503927, + "TP": 19950, + "n_pred": 20114, + "n_ref": 21605 + }, + "4": { + "Dice": 0.0, + "FN": 2075, + "FP": 0, + "IoU": 0.0, + "TN": 523621, + "TP": 0, + "n_pred": 0, + "n_ref": 2075 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8872574724698479, + "FN": 733, + "FP": 2707, + "IoU": 0.7973609802073516, + "TN": 508720, + "TP": 13536, + "n_pred": 16243, + "n_ref": 14269 + }, + "7": { + "Dice": 0.493731244719387, + "FN": 26675, + "FP": 25456, + "IoU": 0.32778429678534127, + "TN": 448145, + "TP": 25420, + "n_pred": 50876, + "n_ref": 52095 + }, + "8": { + "Dice": 0.9595320897881758, + "FN": 397, + "FP": 371, + "IoU": 0.9222120935885749, + "TN": 515823, + "TP": 9105, + "n_pred": 9476, + "n_ref": 9502 + }, + "9": { + "Dice": 0.8984433548166071, + "FN": 2798, + "FP": 1945, + "IoU": 0.8156124868794464, + "TN": 499973, + "TP": 20980, + "n_pred": 22925, + "n_ref": 23778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.5711517327179962, + "FN": 1825.8333333333335, + "FP": 1306.1888888888889, + "IoU": 0.48990883655608497, + "TN": 718395.9422222222, + "TP": 8605.36888888889, + "n_pred": 9911.557777777778, + "n_ref": 10431.202222222222 + }, + "mean": { + "1": { + "Dice": 0.7002989055634286, + "FN": 910.4666666666667, + "FP": 277.8666666666667, + "IoU": 0.6474610222193699, + "TN": 720147.3, + "TP": 8797.7, + "n_pred": 9075.566666666668, + "n_ref": 9708.166666666666 + }, + "10": { + "Dice": 0.4470505798708994, + "FN": 2394.3, + "FP": 1870.2666666666667, + "IoU": 0.3625344466530632, + "TN": 720488.2666666667, + "TP": 5380.5, + "n_pred": 7250.766666666666, + "n_ref": 7774.8 + }, + "11": { + "Dice": 0.3705331772269209, + "FN": 95.63333333333334, + "FP": 78.7, + "IoU": 0.2521305927908376, + "TN": 729854.7333333333, + "TP": 104.26666666666667, + "n_pred": 182.96666666666667, + "n_ref": 199.9 + }, + "12": { + "Dice": 0.4478119340022067, + "FN": 423.53333333333336, + "FP": 179.73333333333332, + "IoU": 0.3295092858855485, + "TN": 729013.3666666667, + "TP": 516.7, + "n_pred": 696.4333333333333, + "n_ref": 940.2333333333333 + }, + "13": { + "Dice": 0.34640280482528973, + "FN": 3411.0333333333333, + "FP": 1738.7, + "IoU": 0.26380184003794016, + "TN": 722191.1, + "TP": 2792.5, + "n_pred": 4531.2, + "n_ref": 6203.533333333334 + }, + "14": { + "Dice": 0.5853888480722987, + "FN": 1497.4333333333334, + "FP": 2032.5666666666666, + "IoU": 0.5234073079345704, + "TN": 714931.9, + "TP": 11671.433333333332, + "n_pred": 13704.0, + "n_ref": 13168.866666666667 + }, + "15": { + "Dice": 0.5655271867166967, + "FN": 1765.0333333333333, + "FP": 530.9333333333333, + "IoU": 0.44202462909769696, + "TN": 725028.8333333334, + "TP": 2808.5333333333333, + "n_pred": 3339.4666666666667, + "n_ref": 4573.566666666667 + }, + "2": { + "Dice": 0.4610908790478492, + "FN": 1746.1, + "FP": 944.4333333333333, + "IoU": 0.4168248291018901, + "TN": 721439.4666666667, + "TP": 6003.333333333333, + "n_pred": 6947.766666666666, + "n_ref": 7749.433333333333 + }, + "3": { + "Dice": 0.7558928280989444, + "FN": 1011.6, + "FP": 2062.5333333333333, + "IoU": 0.6810941821242866, + "TN": 715672.5333333333, + "TP": 11386.666666666666, + "n_pred": 13449.2, + "n_ref": 12398.266666666666 + }, + "4": { + "Dice": 0.4495012401909193, + "FN": 710.0, + "FP": 698.0333333333333, + "IoU": 0.3898555612303636, + "TN": 725255.0, + "TP": 3470.3, + "n_pred": 4168.333333333333, + "n_ref": 4180.3 + }, + "5": { + "Dice": 0.4573381353744739, + "FN": 1157.4, + "FP": 152.56666666666666, + "IoU": 0.3656561473879552, + "TN": 727357.0, + "TP": 1466.3666666666666, + "n_pred": 1618.9333333333334, + "n_ref": 2623.766666666667 + }, + "6": { + "Dice": 0.7257488923420233, + "FN": 3658.866666666667, + "FP": 4459.733333333334, + "IoU": 0.6660498045466274, + "TN": 677005.7, + "TP": 45009.03333333333, + "n_pred": 49468.76666666667, + "n_ref": 48667.9 + }, + "7": { + "Dice": 0.6015249547779192, + "FN": 7008.733333333334, + "FP": 3479.4666666666667, + "IoU": 0.518468104090222, + "TN": 704227.6, + "TP": 15417.533333333333, + "n_pred": 18897.0, + "n_ref": 22426.266666666666 + }, + "8": { + "Dice": 0.9270588235118579, + "FN": 681.1666666666666, + "FP": 529.3666666666667, + "IoU": 0.8715515798039534, + "TN": 719100.5666666667, + "TP": 9822.233333333334, + "n_pred": 10351.6, + "n_ref": 10503.4 + }, + "9": { + "Dice": 0.7261068011482141, + "FN": 916.2, + "FP": 557.9333333333333, + "IoU": 0.6182632154369502, + "TN": 724225.7666666667, + "TP": 4433.433333333333, + "n_pred": 4991.366666666667, + "n_ref": 5349.633333333333 + } + }, + "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": 0.9448344904698754, + "FN": 7827, + "FP": 659, + "IoU": 0.8954372389319467, + "TN": 444539, + "TP": 72671, + "n_pred": 73330, + "n_ref": 80498 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.27340823970037453, + "FN": 388, + "FP": 0, + "IoU": 0.15835140997830802, + "TN": 525235, + "TP": 73, + "n_pred": 73, + "n_ref": 461 + }, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.7457430500890748, + "FN": 1853, + "FP": 4284, + "IoU": 0.5945695976745723, + "TN": 685791, + "TP": 9000, + "n_pred": 13284, + "n_ref": 10853 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7551002691205834, + "FN": 1791, + "FP": 1030, + "IoU": 0.606555090655509, + "TN": 693758, + "TP": 4349, + "n_pred": 5379, + "n_ref": 6140 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3273, + "IoU": 0.0, + "TN": 697655, + "TP": 0, + "n_pred": 3273, + "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": 0.9529849114366936, + "FN": 295, + "FP": 1210, + "IoU": 0.9101921470342523, + "TN": 684170, + "TP": 15253, + "n_pred": 16463, + "n_ref": 15548 + }, + "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": 0.8240486653489666, + "FN": 9018, + "FP": 151, + "IoU": 0.7007506527415144, + "TN": 670288, + "TP": 21471, + "n_pred": 21622, + "n_ref": 30489 + }, + "8": { + "Dice": 0.9405577826630458, + "FN": 192, + "FP": 1187, + "IoU": 0.8877858247212954, + "TN": 688639, + "TP": 10910, + "n_pred": 12097, + "n_ref": 11102 + }, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 700918, + "TP": 0, + "n_pred": 10, + "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": 27, + "IoU": 0.0, + "TN": 700901, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "14": { + "Dice": 0.91041753720549, + "FN": 724, + "FP": 2063, + "IoU": 0.8355655200896808, + "TN": 683979, + "TP": 14162, + "n_pred": 16225, + "n_ref": 14886 + }, + "15": { + "Dice": 0.8603775430359938, + "FN": 10803, + "FP": 617, + "IoU": 0.7549671716088058, + "TN": 654322, + "TP": 35186, + "n_pred": 35803, + "n_ref": 45989 + }, + "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": 0.8992131076856742, + "FN": 2315, + "FP": 2360, + "IoU": 0.8168820994907952, + "TN": 675398, + "TP": 20855, + "n_pred": 23215, + "n_ref": 23170 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.982663565096344, + "FN": 2327, + "FP": 1459, + "IoU": 0.965917990727821, + "TN": 589843, + "TP": 107299, + "n_pred": 108758, + "n_ref": 109626 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 91, + "IoU": 0.0, + "TN": 700837, + "TP": 0, + "n_pred": 91, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.8444508587097705, + "FN": 1037, + "FP": 4352, + "IoU": 0.7307788379877105, + "TN": 856143, + "TP": 14628, + "n_pred": 18980, + "n_ref": 15665 + }, + "11": { + "Dice": 0.57537232110425, + "FN": 403, + "FP": 766, + "IoU": 0.4038755736868944, + "TN": 874199, + "TP": 792, + "n_pred": 1558, + "n_ref": 1195 + }, + "12": { + "Dice": 0.667842605156038, + "FN": 1515, + "FP": 933, + "IoU": 0.5013240985944184, + "TN": 871251, + "TP": 2461, + "n_pred": 3394, + "n_ref": 3976 + }, + "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": 0.937345377135953, + "FN": 2682, + "FP": 2763, + "IoU": 0.8820790471034109, + "TN": 829985, + "TP": 40730, + "n_pred": 43493, + "n_ref": 43412 + }, + "3": { + "Dice": 0.9361618076953464, + "FN": 867, + "FP": 749, + "IoU": 0.8799851466765689, + "TN": 862695, + "TP": 11849, + "n_pred": 12598, + "n_ref": 12716 + }, + "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": 0.9783018095472038, + "FN": 702, + "FP": 888, + "IoU": 0.9575252444301972, + "TN": 838726, + "TP": 35844, + "n_pred": 36732, + "n_ref": 36546 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8993901298312568, + "FN": 681, + "FP": 2008, + "IoU": 0.8171743268969268, + "TN": 861452, + "TP": 12019, + "n_pred": 14027, + "n_ref": 12700 + }, + "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_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8786630575497234, + "FN": 834, + "FP": 197, + "IoU": 0.783585222502099, + "TN": 520932, + "TP": 3733, + "n_pred": 3930, + "n_ref": 4567 + }, + "10": { + "Dice": 0.7780378587421127, + "FN": 1175, + "FP": 3187, + "IoU": 0.6367119180478055, + "TN": 513689, + "TP": 7645, + "n_pred": 10832, + "n_ref": 8820 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3235294117647059, + "FN": 84, + "FP": 8, + "IoU": 0.19298245614035087, + "TN": 525582, + "TP": 22, + "n_pred": 30, + "n_ref": 106 + }, + "13": { + "Dice": 0.1593001002460585, + "FN": 18415, + "FP": 35, + "IoU": 0.08654322210119814, + "TN": 505498, + "TP": 1748, + "n_pred": 1783, + "n_ref": 20163 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7754344690445182, + "FN": 29033, + "FP": 3039, + "IoU": 0.6332323174566871, + "TN": 438251, + "TP": 55373, + "n_pred": 58412, + "n_ref": 84406 + }, + "3": { + "Dice": 0.6426550100550318, + "FN": 1841, + "FP": 27834, + "IoU": 0.47346475274579036, + "TN": 469337, + "TP": 26684, + "n_pred": 54518, + "n_ref": 28525 + }, + "4": { + "Dice": 0.8579919285801638, + "FN": 6410, + "FP": 5202, + "IoU": 0.7513011072797755, + "TN": 479005, + "TP": 35079, + "n_pred": 40281, + "n_ref": 41489 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9256991192432016, + "FN": 5408, + "FP": 4614, + "IoU": 0.8616758450305716, + "TN": 453243, + "TP": 62431, + "n_pred": 67045, + "n_ref": 67839 + }, + "7": { + "Dice": 0.009266681003303943, + "FN": 90798, + "FP": 10556, + "IoU": 0.00465490827670189, + "TN": 423868, + "TP": 474, + "n_pred": 11030, + "n_ref": 91272 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.0, + "FN": 0, + "FP": 5990, + "IoU": 0.0, + "TN": 694938, + "TP": 0, + "n_pred": 5990, + "n_ref": 0 + }, + "11": { + "Dice": 0.37254901960784315, + "FN": 175, + "FP": 17, + "IoU": 0.2289156626506024, + "TN": 700679, + "TP": 57, + "n_pred": 74, + "n_ref": 232 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.11676034085316896, + "FN": 32139, + "FP": 1962, + "IoU": 0.061999724934671985, + "TN": 664573, + "TP": 2254, + "n_pred": 4216, + "n_ref": 34393 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "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": 5437, + "IoU": 0.0, + "TN": 695491, + "TP": 0, + "n_pred": 5437, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8307612659596336, + "FN": 3655, + "FP": 18574, + "IoU": 0.7105146637495442, + "TN": 624140, + "TP": 54559, + "n_pred": 73133, + "n_ref": 58214 + }, + "7": { + "Dice": 0.6753551997512824, + "FN": 16298, + "FP": 35913, + "IoU": 0.5098387127058338, + "TN": 594410, + "TP": 54307, + "n_pred": 90220, + "n_ref": 70605 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5945764981586876, + "FN": 1110, + "FP": 101, + "IoU": 0.4230585993330157, + "TN": 698829, + "TP": 888, + "n_pred": 989, + "n_ref": 1998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 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": 17110, + "FP": 5, + "IoU": 0.0, + "TN": 683813, + "TP": 0, + "n_pred": 5, + "n_ref": 17110 + }, + "15": { + "Dice": 0.3565004088307441, + "FN": 2777, + "FP": 5880, + "IoU": 0.21691542288557214, + "TN": 689873, + "TP": 2398, + "n_pred": 8278, + "n_ref": 5175 + }, + "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": 525, + "IoU": 0.0, + "TN": 700403, + "TP": 0, + "n_pred": 525, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.5583722775769332, + "FN": 16183, + "FP": 3851, + "IoU": 0.3873207131716566, + "TN": 492997, + "TP": 12665, + "n_pred": 16516, + "n_ref": 28848 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5884323860502176, + "FN": 7283, + "FP": 12862, + "IoU": 0.41686447056099113, + "TN": 491150, + "TP": 14401, + "n_pred": 27263, + "n_ref": 21684 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 32, + "FP": 3241, + "IoU": 0.0, + "TN": 522423, + "TP": 0, + "n_pred": 3241, + "n_ref": 32 + }, + "3": { + "Dice": 0.9156010230179028, + "FN": 33, + "FP": 0, + "IoU": 0.8443396226415094, + "TN": 525484, + "TP": 179, + "n_pred": 179, + "n_ref": 212 + }, + "4": { + "Dice": 0.0, + "FN": 261, + "FP": 0, + "IoU": 0.0, + "TN": 525435, + "TP": 0, + "n_pred": 0, + "n_ref": 261 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9411413651622529, + "FN": 1305, + "FP": 273, + "IoU": 0.8888262646188531, + "TN": 511502, + "TP": 12616, + "n_pred": 12889, + "n_ref": 13921 + }, + "7": { + "Dice": 0.6320918096381647, + "FN": 15915, + "FP": 18, + "IoU": 0.462086428089129, + "TN": 496076, + "TP": 13687, + "n_pred": 13705, + "n_ref": 29602 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8200740938777069, + "FN": 1612, + "FP": 3099, + "IoU": 0.6950216870589758, + "TN": 510249, + "TP": 10736, + "n_pred": 13835, + "n_ref": 12348 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9533412441065797, + "FN": 7066, + "FP": 287, + "IoU": 0.9108424677466291, + "TN": 793688, + "TP": 75119, + "n_pred": 75406, + "n_ref": 82185 + }, + "10": { + "Dice": 0.8725167970681481, + "FN": 5102, + "FP": 3664, + "IoU": 0.7738623465070684, + "TN": 837396, + "TP": 29998, + "n_pred": 33662, + "n_ref": 35100 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.582099596231494, + "FN": 2260, + "FP": 224, + "IoU": 0.41053630754627435, + "TN": 871946, + "TP": 1730, + "n_pred": 1954, + "n_ref": 3990 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 8758, + "IoU": 0.0, + "TN": 867402, + "TP": 0, + "n_pred": 8758, + "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": 0.9572340646155214, + "FN": 244, + "FP": 2643, + "IoU": 0.9179759638605562, + "TN": 840963, + "TP": 32310, + "n_pred": 34953, + "n_ref": 32554 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 35, + "FP": 88, + "IoU": 0.0, + "TN": 876037, + "TP": 0, + "n_pred": 88, + "n_ref": 35 + }, + "6": { + "Dice": 0.9586456784085124, + "FN": 1118, + "FP": 3025, + "IoU": 0.9205758871230566, + "TN": 823997, + "TP": 48020, + "n_pred": 51045, + "n_ref": 49138 + }, + "7": { + "Dice": 0.8470940740036146, + "FN": 5038, + "FP": 1392, + "IoU": 0.7347469163813374, + "TN": 851919, + "TP": 17811, + "n_pred": 19203, + "n_ref": 22849 + }, + "8": { + "Dice": 0.9623753399818676, + "FN": 205, + "FP": 1123, + "IoU": 0.9274792485801661, + "TN": 857848, + "TP": 16984, + "n_pred": 18107, + "n_ref": 17189 + }, + "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_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7262038073908175, + "FN": 582, + "FP": 396, + "IoU": 0.5701098901098901, + "TN": 873885, + "TP": 1297, + "n_pred": 1693, + "n_ref": 1879 + }, + "10": { + "Dice": 0.3460122699386503, + "FN": 3, + "FP": 530, + "IoU": 0.20919881305637983, + "TN": 875486, + "TP": 141, + "n_pred": 671, + "n_ref": 144 + }, + "11": { + "Dice": 0.650941850941851, + "FN": 1485, + "FP": 646, + "IoU": 0.48251578436134046, + "TN": 872042, + "TP": 1987, + "n_pred": 2633, + "n_ref": 3472 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8099621007038441, + "FN": 446, + "FP": 256, + "IoU": 0.6806187443130118, + "TN": 873962, + "TP": 1496, + "n_pred": 1752, + "n_ref": 1942 + }, + "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": 427, + "IoU": 0.0, + "TN": 875733, + "TP": 0, + "n_pred": 427, + "n_ref": 0 + }, + "2": { + "Dice": 0.9365236409081441, + "FN": 1292, + "FP": 1146, + "IoU": 0.8806247857807374, + "TN": 855737, + "TP": 17985, + "n_pred": 19131, + "n_ref": 19277 + }, + "3": { + "Dice": 0.8979604405530521, + "FN": 979, + "FP": 8962, + "IoU": 0.8148168846168176, + "TN": 822478, + "TP": 43741, + "n_pred": 52703, + "n_ref": 44720 + }, + "4": { + "Dice": 0.6965811965811965, + "FN": 83, + "FP": 59, + "IoU": 0.5344262295081967, + "TN": 875855, + "TP": 163, + "n_pred": 222, + "n_ref": 246 + }, + "5": { + "Dice": 0.2981840378452617, + "FN": 4248, + "FP": 351, + "IoU": 0.17521520803443327, + "TN": 870584, + "TP": 977, + "n_pred": 1328, + "n_ref": 5225 + }, + "6": { + "Dice": 0.9221689686187056, + "FN": 10138, + "FP": 2496, + "IoU": 0.855578417924097, + "TN": 788680, + "TP": 74846, + "n_pred": 77342, + "n_ref": 84984 + }, + "7": { + "Dice": 0.5283203125, + "FN": 1930, + "FP": 2, + "IoU": 0.35899137358991373, + "TN": 873146, + "TP": 1082, + "n_pred": 1084, + "n_ref": 3012 + }, + "8": { + "Dice": 0.9316267411759872, + "FN": 771, + "FP": 2557, + "IoU": 0.8720049228875812, + "TN": 850159, + "TP": 22673, + "n_pred": 25230, + "n_ref": 23444 + }, + "9": { + "Dice": 0.890417791843685, + "FN": 1452, + "FP": 4919, + "IoU": 0.8024802356223841, + "TN": 843905, + "TP": 25884, + "n_pred": 30803, + "n_ref": 27336 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.0, + "FN": 2395, + "FP": 0, + "IoU": 0.0, + "TN": 698533, + "TP": 0, + "n_pred": 0, + "n_ref": 2395 + }, + "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": 343, + "IoU": 0.0, + "TN": 700585, + "TP": 0, + "n_pred": 343, + "n_ref": 0 + }, + "13": { + "Dice": 0.047736625514403296, + "FN": 2958, + "FP": 513, + "IoU": 0.024451939291736932, + "TN": 697370, + "TP": 87, + "n_pred": 600, + "n_ref": 3045 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2622, + "IoU": 0.0, + "TN": 698306, + "TP": 0, + "n_pred": 2622, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.14213278402788782, + "FN": 10824, + "FP": 4, + "IoU": 0.07650319829424307, + "TN": 689203, + "TP": 897, + "n_pred": 901, + "n_ref": 11721 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 700865, + "TP": 0, + "n_pred": 63, + "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": 0.70042194092827, + "FN": 142, + "FP": 0, + "IoU": 0.538961038961039, + "TN": 700620, + "TP": 166, + "n_pred": 166, + "n_ref": 308 + }, + "7": { + "Dice": 0.0, + "FN": 265, + "FP": 1, + "IoU": 0.0, + "TN": 700662, + "TP": 0, + "n_pred": 1, + "n_ref": 265 + }, + "8": { + "Dice": 0.7990985807441504, + "FN": 3982, + "FP": 208, + "IoU": 0.6654156352311746, + "TN": 688405, + "TP": 8333, + "n_pred": 8541, + "n_ref": 12315 + }, + "9": { + "Dice": 0.6574959540973959, + "FN": 3408, + "FP": 1248, + "IoU": 0.48975342465753424, + "TN": 691803, + "TP": 4469, + "n_pred": 5717, + "n_ref": 7877 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9031891836102797, + "FN": 8364, + "FP": 1016, + "IoU": 0.8234685235720335, + "TN": 823025, + "TP": 43755, + "n_pred": 44771, + "n_ref": 52119 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1412, + "IoU": 0.0, + "TN": 874748, + "TP": 0, + "n_pred": 1412, + "n_ref": 0 + }, + "11": { + "Dice": 0.25380269448066056, + "FN": 806, + "FP": 911, + "IoU": 0.1453459432553509, + "TN": 874151, + "TP": 292, + "n_pred": 1203, + "n_ref": 1098 + }, + "12": { + "Dice": 0.5550561797752809, + "FN": 551, + "FP": 637, + "IoU": 0.38413685847589424, + "TN": 874231, + "TP": 741, + "n_pred": 1378, + "n_ref": 1292 + }, + "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": 0.8818176480948746, + "FN": 5647, + "FP": 392, + "IoU": 0.788617032447758, + "TN": 847591, + "TP": 22530, + "n_pred": 22922, + "n_ref": 28177 + }, + "3": { + "Dice": 0.8671328671328671, + "FN": 754, + "FP": 1108, + "IoU": 0.7654320987654321, + "TN": 868222, + "TP": 6076, + "n_pred": 7184, + "n_ref": 6830 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8223081620191329, + "FN": 977, + "FP": 769, + "IoU": 0.6982371240926374, + "TN": 870374, + "TP": 4040, + "n_pred": 4809, + "n_ref": 5017 + }, + "6": { + "Dice": 0.9261597204864896, + "FN": 7339, + "FP": 6546, + "IoU": 0.8624743717995701, + "TN": 775197, + "TP": 87078, + "n_pred": 93624, + "n_ref": 94417 + }, + "7": { + "Dice": 0.8686672848352018, + "FN": 3843, + "FP": 2389, + "IoU": 0.7678265404962372, + "TN": 849318, + "TP": 20610, + "n_pred": 22999, + "n_ref": 24453 + }, + "8": { + "Dice": 0.9414316702819957, + "FN": 338, + "FP": 1525, + "IoU": 0.889344262295082, + "TN": 859324, + "TP": 14973, + "n_pred": 16498, + "n_ref": 15311 + }, + "9": { + "Dice": 0.9325669711587806, + "FN": 1610, + "FP": 361, + "IoU": 0.8736538461538461, + "TN": 860560, + "TP": 13629, + "n_pred": 13990, + "n_ref": 15239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 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": 0.32432432432432434, + "FN": 14, + "FP": 11, + "IoU": 0.1935483870967742, + "TN": 700897, + "TP": 6, + "n_pred": 17, + "n_ref": 20 + }, + "15": { + "Dice": 0.8051598463539303, + "FN": 12728, + "FP": 156, + "IoU": 0.673864067839514, + "TN": 661423, + "TP": 26621, + "n_pred": 26777, + "n_ref": 39349 + }, + "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": 0.05128205128205128, + "FN": 255, + "FP": 4, + "IoU": 0.02631578947368421, + "TN": 700662, + "TP": 7, + "n_pred": 11, + "n_ref": 262 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4607, + "IoU": 0.0, + "TN": 696321, + "TP": 0, + "n_pred": 4607, + "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": 0.8663783494582906, + "FN": 2798, + "FP": 199, + "IoU": 0.7642570597026666, + "TN": 688215, + "TP": 9716, + "n_pred": 9915, + "n_ref": 12514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.263192023992867, + "FN": 17858, + "FP": 322, + "IoU": 0.15153777943715874, + "TN": 854733, + "TP": 3247, + "n_pred": 3569, + "n_ref": 21105 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.2578229473121155, + "FN": 2154, + "FP": 621, + "IoU": 0.14798894688363526, + "TN": 872903, + "TP": 482, + "n_pred": 1103, + "n_ref": 2636 + }, + "13": { + "Dice": 0.0, + "FN": 34, + "FP": 0, + "IoU": 0.0, + "TN": 876126, + "TP": 0, + "n_pred": 0, + "n_ref": 34 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 257, + "IoU": 0.0, + "TN": 875903, + "TP": 0, + "n_pred": 257, + "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": 2479, + "IoU": 0.0, + "TN": 873681, + "TP": 0, + "n_pred": 2479, + "n_ref": 0 + }, + "3": { + "Dice": 0.828714382030446, + "FN": 3283, + "FP": 1544, + "IoU": 0.7075254483761513, + "TN": 859656, + "TP": 11677, + "n_pred": 13221, + "n_ref": 14960 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2114, + "IoU": 0.0, + "TN": 874046, + "TP": 0, + "n_pred": 2114, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6643256844556278, + "FN": 35077, + "FP": 675, + "IoU": 0.49737101082524954, + "TN": 805030, + "TP": 35378, + "n_pred": 36053, + "n_ref": 70455 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1323, + "IoU": 0.0, + "TN": 874837, + "TP": 0, + "n_pred": 1323, + "n_ref": 0 + }, + "8": { + "Dice": 0.9442197505898213, + "FN": 731, + "FP": 593, + "IoU": 0.8943335993615323, + "TN": 863630, + "TP": 11206, + "n_pred": 11799, + "n_ref": 11937 + }, + "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_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 215, + "IoU": 0.0, + "TN": 700713, + "TP": 0, + "n_pred": 215, + "n_ref": 0 + }, + "10": { + "Dice": 0.8126574307304786, + "FN": 285, + "FP": 2095, + "IoU": 0.6844338371784673, + "TN": 693386, + "TP": 5162, + "n_pred": 7257, + "n_ref": 5447 + }, + "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": 0.7720256381082413, + "FN": 2374, + "FP": 3637, + "IoU": 0.6286984989807894, + "TN": 684739, + "TP": 10178, + "n_pred": 13815, + "n_ref": 12552 + }, + "14": { + "Dice": 0.9510141514673539, + "FN": 3563, + "FP": 3052, + "IoU": 0.9066034139523064, + "TN": 630101, + "TP": 64212, + "n_pred": 67264, + "n_ref": 67775 + }, + "15": { + "Dice": 0.8566666666666667, + "FN": 569, + "FP": 205, + "IoU": 0.749271137026239, + "TN": 697841, + "TP": 2313, + "n_pred": 2518, + "n_ref": 2882 + }, + "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": 0.90750095513011, + "FN": 2318, + "FP": 2040, + "IoU": 0.8306652160397886, + "TN": 675192, + "TP": 21378, + "n_pred": 23418, + "n_ref": 23696 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.956711534445268, + "FN": 5624, + "FP": 4947, + "IoU": 0.9170153471758842, + "TN": 573543, + "TP": 116814, + "n_pred": 121761, + "n_ref": 122438 + }, + "7": { + "Dice": 0.7770627162892356, + "FN": 13143, + "FP": 8889, + "IoU": 0.6354068410862335, + "TN": 640499, + "TP": 38397, + "n_pred": 47286, + "n_ref": 51540 + }, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.6505688943612195, + "FN": 8425, + "FP": 6900, + "IoU": 0.4821060457571559, + "TN": 671337, + "TP": 14266, + "n_pred": 21166, + "n_ref": 22691 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 158, + "FP": 0, + "IoU": 0.0, + "TN": 700770, + "TP": 0, + "n_pred": 0, + "n_ref": 158 + }, + "13": { + "Dice": 0.7284293743437712, + "FN": 3947, + "FP": 4847, + "IoU": 0.5728579755197202, + "TN": 680340, + "TP": 11794, + "n_pred": 16641, + "n_ref": 15741 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9592422254581104, + "FN": 904, + "FP": 1923, + "IoU": 0.9216767329750097, + "TN": 664834, + "TP": 33267, + "n_pred": 35190, + "n_ref": 34171 + }, + "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": 32, + "IoU": 0.0, + "TN": 700896, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 270, + "FP": 0, + "IoU": 0.0, + "TN": 700658, + "TP": 0, + "n_pred": 0, + "n_ref": 270 + }, + "6": { + "Dice": 0.7913451714606277, + "FN": 19242, + "FP": 14047, + "IoU": 0.6547321474874241, + "TN": 604513, + "TP": 63126, + "n_pred": 77173, + "n_ref": 82368 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7400, + "IoU": 0.0, + "TN": 693528, + "TP": 0, + "n_pred": 7400, + "n_ref": 0 + }, + "8": { + "Dice": 0.9704532175945246, + "FN": 1210, + "FP": 206, + "IoU": 0.9426023510336441, + "TN": 676258, + "TP": 23254, + "n_pred": 23460, + "n_ref": 24464 + }, + "9": { + "Dice": 0.739777731180541, + "FN": 1017, + "FP": 224, + "IoU": 0.5870216306156406, + "TN": 697923, + "TP": 1764, + "n_pred": 1988, + "n_ref": 2781 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 700853, + "TP": 0, + "n_pred": 75, + "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": 20, + "IoU": 0.0, + "TN": 700908, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "5": { + "Dice": 0.7303962900505903, + "FN": 4201, + "FP": 915, + "IoU": 0.5752947036360617, + "TN": 688882, + "TP": 6930, + "n_pred": 7845, + "n_ref": 11131 + }, + "6": { + "Dice": 0.1878831590335377, + "FN": 275, + "FP": 8733, + "IoU": 0.103681592039801, + "TN": 690878, + "TP": 1042, + "n_pred": 9775, + "n_ref": 1317 + }, + "7": { + "Dice": 0.6385771755240314, + "FN": 334, + "FP": 1373, + "IoU": 0.46905132192846033, + "TN": 697713, + "TP": 1508, + "n_pred": 2881, + "n_ref": 1842 + }, + "8": { + "Dice": 0.9729131746563862, + "FN": 1131, + "FP": 485, + "IoU": 0.9472550427573602, + "TN": 670290, + "TP": 29022, + "n_pred": 29507, + "n_ref": 30153 + }, + "9": { + "Dice": 0.931559934318555, + "FN": 1472, + "FP": 612, + "IoU": 0.8718878711501814, + "TN": 684661, + "TP": 14183, + "n_pred": 14795, + "n_ref": 15655 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.735150889987046, + "FN": 4303, + "FP": 39859, + "IoU": 0.5812162764454306, + "TN": 595475, + "TP": 61291, + "n_pred": 101150, + "n_ref": 65594 + }, + "15": { + "Dice": 0.8066298342541437, + "FN": 69, + "FP": 1, + "IoU": 0.6759259259259259, + "TN": 700712, + "TP": 146, + "n_pred": 147, + "n_ref": 215 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 700922, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "3": { + "Dice": 0.9520445334552852, + "FN": 3068, + "FP": 3014, + "IoU": 0.9084780449634333, + "TN": 634474, + "TP": 60372, + "n_pred": 63386, + "n_ref": 63440 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7825325424943275, + "FN": 5190, + "FP": 273, + "IoU": 0.6427543813758828, + "TN": 685636, + "TP": 9829, + "n_pred": 10102, + "n_ref": 15019 + }, + "6": { + "Dice": 0.8813363389399457, + "FN": 775, + "FP": 1278, + "IoU": 0.7878474733905136, + "TN": 691251, + "TP": 7624, + "n_pred": 8902, + "n_ref": 8399 + }, + "7": { + "Dice": 0.8939480467363287, + "FN": 5460, + "FP": 1411, + "IoU": 0.8082333240301424, + "TN": 665098, + "TP": 28959, + "n_pred": 30370, + "n_ref": 34419 + }, + "8": { + "Dice": 0.9602599814298979, + "FN": 324, + "FP": 104, + "IoU": 0.9235577781746741, + "TN": 695329, + "TP": 5171, + "n_pred": 5275, + "n_ref": 5495 + }, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9558635938430139, + "FN": 393, + "FP": 1164, + "IoU": 0.9154585437367649, + "TN": 682511, + "TP": 16860, + "n_pred": 18024, + "n_ref": 17253 + }, + "10": { + "Dice": 0.0, + "FN": 2628, + "FP": 2560, + "IoU": 0.0, + "TN": 695740, + "TP": 0, + "n_pred": 2560, + "n_ref": 2628 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3350456621004566, + "FN": 2181, + "FP": 149, + "IoU": 0.20123414466918066, + "TN": 698011, + "TP": 587, + "n_pred": 736, + "n_ref": 2768 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.919235945622245, + "FN": 4813, + "FP": 1728, + "IoU": 0.8505426710841997, + "TN": 657163, + "TP": 37224, + "n_pred": 38952, + "n_ref": 42037 + }, + "15": { + "Dice": 0.6511170805215226, + "FN": 5323, + "FP": 2, + "IoU": 0.4827083738099864, + "TN": 690634, + "TP": 4969, + "n_pred": 4971, + "n_ref": 10292 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9295080130001121, + "FN": 1391, + "FP": 1125, + "IoU": 0.8682998324958124, + "TN": 681824, + "TP": 16588, + "n_pred": 17713, + "n_ref": 17979 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.3390536653109811, + "FN": 6270, + "FP": 393, + "IoU": 0.2041328236980411, + "TN": 692556, + "TP": 1709, + "n_pred": 2102, + "n_ref": 7979 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 23834, + "IoU": 0.0, + "TN": 677094, + "TP": 0, + "n_pred": 23834, + "n_ref": 0 + }, + "7": { + "Dice": 0.858834455537497, + "FN": 3168, + "FP": 2912, + "IoU": 0.7525940996948118, + "TN": 676353, + "TP": 18495, + "n_pred": 21407, + "n_ref": 21663 + }, + "8": { + "Dice": 0.8834544940789643, + "FN": 6801, + "FP": 2273, + "IoU": 0.7912391294345005, + "TN": 657462, + "TP": 34392, + "n_pred": 36665, + "n_ref": 41193 + }, + "9": { + "Dice": 0.0, + "FN": 13, + "FP": 835, + "IoU": 0.0, + "TN": 700080, + "TP": 0, + "n_pred": 835, + "n_ref": 13 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9622848286931975, + "FN": 1576, + "FP": 1831, + "IoU": 0.927311130549807, + "TN": 654057, + "TP": 43464, + "n_pred": 45295, + "n_ref": 45040 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2801, + "IoU": 0.0, + "TN": 698127, + "TP": 0, + "n_pred": 2801, + "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": 0.39099702380952384, + "FN": 98, + "FP": 6450, + "IoU": 0.2430057803468208, + "TN": 692278, + "TP": 2102, + "n_pred": 8552, + "n_ref": 2200 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "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": 4, + "IoU": 0.0, + "TN": 700924, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "3": { + "Dice": 0.9519759684781337, + "FN": 223, + "FP": 2239, + "IoU": 0.9083531864204883, + "TN": 674064, + "TP": 24402, + "n_pred": 26641, + "n_ref": 24625 + }, + "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": 3, + "IoU": 0.0, + "TN": 700925, + "TP": 0, + "n_pred": 3, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.952253070573832, + "FN": 2546, + "FP": 1081, + "IoU": 0.9088578967206935, + "TN": 836365, + "TP": 36168, + "n_pred": 37249, + "n_ref": 38714 + }, + "10": { + "Dice": 0.05644546147978642, + "FN": 1237, + "FP": 0, + "IoU": 0.029042386185243328, + "TN": 874886, + "TP": 37, + "n_pred": 37, + "n_ref": 1274 + }, + "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": 89, + "IoU": 0.0, + "TN": 876071, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "14": { + "Dice": 0.9199254142920923, + "FN": 1102, + "FP": 4996, + "IoU": 0.8517239702378058, + "TN": 835034, + "TP": 35028, + "n_pred": 40024, + "n_ref": 36130 + }, + "15": { + "Dice": 0.48863636363636365, + "FN": 200, + "FP": 250, + "IoU": 0.3233082706766917, + "TN": 875495, + "TP": 215, + "n_pred": 465, + "n_ref": 415 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.34598840471292314, + "FN": 24, + "FP": 3473, + "IoU": 0.2091813658977838, + "TN": 871738, + "TP": 925, + "n_pred": 4398, + "n_ref": 949 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.10006151322534344, + "FN": 8778, + "FP": 0, + "IoU": 0.05266565939995683, + "TN": 866894, + "TP": 488, + "n_pred": 488, + "n_ref": 9266 + }, + "6": { + "Dice": 0.0694645441389291, + "FN": 0, + "FP": 643, + "IoU": 0.035982008995502246, + "TN": 875493, + "TP": 24, + "n_pred": 667, + "n_ref": 24 + }, + "7": { + "Dice": 0.9502241186948267, + "FN": 2152, + "FP": 391, + "IoU": 0.9051685560859188, + "TN": 849344, + "TP": 24273, + "n_pred": 24664, + "n_ref": 26425 + }, + "8": { + "Dice": 0.6826434277414669, + "FN": 754, + "FP": 120, + "IoU": 0.5181918412348401, + "TN": 874346, + "TP": 940, + "n_pred": 1060, + "n_ref": 1694 + }, + "9": { + "Dice": 0.4704631151503432, + "FN": 4535, + "FP": 942, + "IoU": 0.30758533501896335, + "TN": 868250, + "TP": 2433, + "n_pred": 3375, + "n_ref": 6968 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.0, + "FN": 0, + "FP": 4282, + "IoU": 0.0, + "TN": 696646, + "TP": 0, + "n_pred": 4282, + "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": 1254, + "IoU": 0.0, + "TN": 699674, + "TP": 0, + "n_pred": 1254, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9504150574865716, + "FN": 1202, + "FP": 8851, + "IoU": 0.9055151412620538, + "TN": 594530, + "TP": 96345, + "n_pred": 105196, + "n_ref": 97547 + }, + "7": { + "Dice": 0.9420882230474427, + "FN": 5265, + "FP": 1550, + "IoU": 0.8905168120551995, + "TN": 638681, + "TP": 55432, + "n_pred": 56982, + "n_ref": 60697 + }, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.13793103448275862, + "FN": 75, + "FP": 0, + "IoU": 0.07407407407407407, + "TN": 876079, + "TP": 6, + "n_pred": 6, + "n_ref": 81 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 876139, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.1363314447592068, + "FN": 9652, + "FP": 104, + "IoU": 0.07315219456583698, + "TN": 865634, + "TP": 770, + "n_pred": 874, + "n_ref": 10422 + }, + "14": { + "Dice": 0.8961336272681024, + "FN": 2073, + "FP": 377, + "IoU": 0.8118135033412704, + "TN": 863141, + "TP": 10569, + "n_pred": 10946, + "n_ref": 12642 + }, + "15": { + "Dice": 0.16202027516292541, + "FN": 18516, + "FP": 0, + "IoU": 0.08815128533438392, + "TN": 855854, + "TP": 1790, + "n_pred": 1790, + "n_ref": 20306 + }, + "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": 0.7272474642212032, + "FN": 7385, + "FP": 467, + "IoU": 0.5713973799126637, + "TN": 857840, + "TP": 10468, + "n_pred": 10935, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9609882249367228, + "FN": 2026, + "FP": 810, + "IoU": 0.9249060001059154, + "TN": 838394, + "TP": 34930, + "n_pred": 35740, + "n_ref": 36956 + }, + "7": { + "Dice": 0.029656607700312174, + "FN": 2974, + "FP": 756, + "IoU": 0.015051491946131503, + "TN": 872373, + "TP": 57, + "n_pred": 813, + "n_ref": 3031 + }, + "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_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.912882160878599, + "FN": 1855, + "FP": 493, + "IoU": 0.8397269624573379, + "TN": 686278, + "TP": 12302, + "n_pred": 12795, + "n_ref": 14157 + }, + "10": { + "Dice": 0.8861390981121001, + "FN": 1791, + "FP": 537, + "IoU": 0.7955563361728286, + "TN": 689541, + "TP": 9059, + "n_pred": 9596, + "n_ref": 10850 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8147004323656578, + "FN": 864, + "FP": 336, + "IoU": 0.6873371547681084, + "TN": 697090, + "TP": 2638, + "n_pred": 2974, + "n_ref": 3502 + }, + "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": 0.9734343259373572, + "FN": 233, + "FP": 1454, + "IoU": 0.9482435956435036, + "TN": 668333, + "TP": 30908, + "n_pred": 32362, + "n_ref": 31141 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5284090909090909, + "FN": 298, + "FP": 34, + "IoU": 0.3590733590733591, + "TN": 700410, + "TP": 186, + "n_pred": 220, + "n_ref": 484 + }, + "6": { + "Dice": 0.9833390384316166, + "FN": 2474, + "FP": 203, + "IoU": 0.9672241539742397, + "TN": 619252, + "TP": 78999, + "n_pred": 79202, + "n_ref": 81473 + }, + "7": { + "Dice": 0.9574397450368501, + "FN": 687, + "FP": 595, + "IoU": 0.9183543497643613, + "TN": 685226, + "TP": 14420, + "n_pred": 15015, + "n_ref": 15107 + }, + "8": { + "Dice": 0.9813178942342127, + "FN": 424, + "FP": 202, + "IoU": 0.9633210288861546, + "TN": 683861, + "TP": 16441, + "n_pred": 16643, + "n_ref": 16865 + }, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9442870632672332, + "FN": 59, + "FP": 59, + "IoU": 0.8944543828264758, + "TN": 699810, + "TP": 1000, + "n_pred": 1059, + "n_ref": 1059 + }, + "10": { + "Dice": 0.7578013928046459, + "FN": 7152, + "FP": 2899, + "IoU": 0.6100484966052376, + "TN": 675153, + "TP": 15724, + "n_pred": 18623, + "n_ref": 22876 + }, + "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": 47, + "IoU": 0.0, + "TN": 700881, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "13": { + "Dice": 0.6753266577115643, + "FN": 19328, + "FP": 1942, + "IoU": 0.5098061810052776, + "TN": 657537, + "TP": 22121, + "n_pred": 24063, + "n_ref": 41449 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1712, + "IoU": 0.0, + "TN": 699216, + "TP": 0, + "n_pred": 1712, + "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": 13248, + "IoU": 0.0, + "TN": 687680, + "TP": 0, + "n_pred": 13248, + "n_ref": 0 + }, + "3": { + "Dice": 0.7087570192745485, + "FN": 14799, + "FP": 553, + "IoU": 0.5488951574988247, + "TN": 666896, + "TP": 18680, + "n_pred": 19233, + "n_ref": 33479 + }, + "4": { + "Dice": 0.8761233079285633, + "FN": 707, + "FP": 382, + "IoU": 0.7795546558704454, + "TN": 695988, + "TP": 3851, + "n_pred": 4233, + "n_ref": 4558 + }, + "5": { + "Dice": 0.8723284589426322, + "FN": 2203, + "FP": 521, + "IoU": 0.7735660847880299, + "TN": 688898, + "TP": 9306, + "n_pred": 9827, + "n_ref": 11509 + }, + "6": { + "Dice": 0.8502233640424801, + "FN": 1618, + "FP": 7535, + "IoU": 0.7394682910167368, + "TN": 665796, + "TP": 25979, + "n_pred": 33514, + "n_ref": 27597 + }, + "7": { + "Dice": 0.5759843741443201, + "FN": 21243, + "FP": 25213, + "IoU": 0.40447897037521313, + "TN": 622919, + "TP": 31553, + "n_pred": 56766, + "n_ref": 52796 + }, + "8": { + "Dice": 0.9750630258481913, + "FN": 169, + "FP": 652, + "IoU": 0.951339497392129, + "TN": 684056, + "TP": 16051, + "n_pred": 16703, + "n_ref": 16220 + }, + "9": { + "Dice": 0.8340659340659341, + "FN": 276, + "FP": 328, + "IoU": 0.7153628652214892, + "TN": 698806, + "TP": 1518, + "n_pred": 1846, + "n_ref": 1794 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0307.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": 0.5892679695263332, + "FN": 1630, + "FP": 3330, + "IoU": 0.4177036863113407, + "TN": 692410, + "TP": 3558, + "n_pred": 6888, + "n_ref": 5188 + }, + "14": { + "Dice": 0.9766055701023566, + "FN": 798, + "FP": 1659, + "IoU": 0.9542807167711803, + "TN": 647187, + "TP": 51284, + "n_pred": 52943, + "n_ref": 52082 + }, + "15": { + "Dice": 0.5581395348837209, + "FN": 399, + "FP": 0, + "IoU": 0.3870967741935484, + "TN": 700277, + "TP": 252, + "n_pred": 252, + "n_ref": 651 + }, + "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": 0.8452523319779957, + "FN": 616, + "FP": 678, + "IoU": 0.731980115990058, + "TN": 696100, + "TP": 3534, + "n_pred": 4212, + "n_ref": 4150 + }, + "6": { + "Dice": 0.9626986984365965, + "FN": 1234, + "FP": 2185, + "IoU": 0.9280801026525589, + "TN": 653389, + "TP": 44120, + "n_pred": 46305, + "n_ref": 45354 + }, + "7": { + "Dice": 0.5980392156862745, + "FN": 1528, + "FP": 194, + "IoU": 0.42657342657342656, + "TN": 697925, + "TP": 1281, + "n_pred": 1475, + "n_ref": 2809 + }, + "8": { + "Dice": 0.9649129598802473, + "FN": 1488, + "FP": 1231, + "IoU": 0.9322046576572084, + "TN": 660822, + "TP": 37387, + "n_pred": 38618, + "n_ref": 38875 + }, + "9": { + "Dice": 0.9203790020631161, + "FN": 686, + "FP": 1398, + "IoU": 0.8525019463514757, + "TN": 686799, + "TP": 12045, + "n_pred": 13443, + "n_ref": 12731 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9149177624112939, + "FN": 4036, + "FP": 1587, + "IoU": 0.8431782686300758, + "TN": 840304, + "TP": 30233, + "n_pred": 31820, + "n_ref": 34269 + }, + "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": 0.7168018998614685, + "FN": 388, + "FP": 1043, + "IoU": 0.5586057988895743, + "TN": 872918, + "TP": 1811, + "n_pred": 2854, + "n_ref": 2199 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6178019222732971, + "FN": 2596, + "FP": 1977, + "IoU": 0.44697061313338976, + "TN": 867891, + "TP": 3696, + "n_pred": 5673, + "n_ref": 6292 + }, + "15": { + "Dice": 0.6755515005376519, + "FN": 1567, + "FP": 8390, + "IoU": 0.5100624907739999, + "TN": 855837, + "TP": 10366, + "n_pred": 18756, + "n_ref": 11933 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9168678550561674, + "FN": 2287, + "FP": 5254, + "IoU": 0.8464967634246631, + "TN": 827034, + "TP": 41585, + "n_pred": 46839, + "n_ref": 43872 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8911347064091083, + "FN": 1165, + "FP": 537, + "IoU": 0.8036455929856945, + "TN": 867492, + "TP": 6966, + "n_pred": 7503, + "n_ref": 8131 + }, + "6": { + "Dice": 0.9621701830089884, + "FN": 1599, + "FP": 2837, + "IoU": 0.9270982267580404, + "TN": 815311, + "TP": 56413, + "n_pred": 59250, + "n_ref": 58012 + }, + "7": { + "Dice": 0.9305263157894736, + "FN": 938, + "FP": 613, + "IoU": 0.8700787401574803, + "TN": 864222, + "TP": 10387, + "n_pred": 11000, + "n_ref": 11325 + }, + "8": { + "Dice": 0.9681992215928867, + "FN": 557, + "FP": 448, + "IoU": 0.9383586849852796, + "TN": 859856, + "TP": 15299, + "n_pred": 15747, + "n_ref": 15856 + }, + "9": { + "Dice": 0.9311983855120953, + "FN": 1244, + "FP": 1347, + "IoU": 0.8712546583850932, + "TN": 856035, + "TP": 17534, + "n_pred": 18881, + "n_ref": 18778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.7818845068483722, + "FN": 1443, + "FP": 1726, + "IoU": 0.6418804384676234, + "TN": 692079, + "TP": 5680, + "n_pred": 7406, + "n_ref": 7123 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6022222222222222, + "FN": 353, + "FP": 5, + "IoU": 0.43084260731319557, + "TN": 700299, + "TP": 271, + "n_pred": 276, + "n_ref": 624 + }, + "13": { + "Dice": 0.8445729467844026, + "FN": 768, + "FP": 1221, + "IoU": 0.7309617205464629, + "TN": 693535, + "TP": 5404, + "n_pred": 6625, + "n_ref": 6172 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "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": 0.829050279329609, + "FN": 27, + "FP": 126, + "IoU": 0.7080152671755725, + "TN": 700404, + "TP": 371, + "n_pred": 497, + "n_ref": 398 + }, + "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": 0.9702851468597412, + "FN": 2216, + "FP": 6103, + "IoU": 0.9422852782017483, + "TN": 556788, + "TP": 135821, + "n_pred": 141924, + "n_ref": 138037 + }, + "7": { + "Dice": 0.9610100920286311, + "FN": 4219, + "FP": 166, + "IoU": 0.924946512623021, + "TN": 642503, + "TP": 54040, + "n_pred": 54206, + "n_ref": 58259 + }, + "8": { + "Dice": 0.9609213661636219, + "FN": 559, + "FP": 917, + "IoU": 0.9247821434031493, + "TN": 681305, + "TP": 18147, + "n_pred": 19064, + "n_ref": 18706 + }, + "9": { + "Dice": 0.8320600210439636, + "FN": 6245, + "FP": 1097, + "IoU": 0.7124167645906776, + "TN": 675398, + "TP": 18188, + "n_pred": 19285, + "n_ref": 24433 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 876157, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "10": { + "Dice": 0.8963092223519687, + "FN": 3187, + "FP": 4716, + "IoU": 0.8121017593913457, + "TN": 834100, + "TP": 34157, + "n_pred": 38873, + "n_ref": 37344 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6591458501208702, + "FN": 407, + "FP": 16, + "IoU": 0.49158653846153844, + "TN": 875328, + "TP": 409, + "n_pred": 425, + "n_ref": 816 + }, + "13": { + "Dice": 0.7225106832697697, + "FN": 3259, + "FP": 2780, + "IoU": 0.5655708222430041, + "TN": 862259, + "TP": 7862, + "n_pred": 10642, + "n_ref": 11121 + }, + "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": 0.900594403904702, + "FN": 1969, + "FP": 88, + "IoU": 0.8191648351648352, + "TN": 864785, + "TP": 9318, + "n_pred": 9406, + "n_ref": 11287 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8788581623550401, + "FN": 1821, + "FP": 1574, + "IoU": 0.7838956078930618, + "TN": 860450, + "TP": 12315, + "n_pred": 13889, + "n_ref": 14136 + }, + "5": { + "Dice": 0.1417910447761194, + "FN": 216, + "FP": 14, + "IoU": 0.07630522088353414, + "TN": 875911, + "TP": 19, + "n_pred": 33, + "n_ref": 235 + }, + "6": { + "Dice": 0.9646622744069885, + "FN": 3882, + "FP": 8626, + "IoU": 0.9317368145302131, + "TN": 692928, + "TP": 170724, + "n_pred": 179350, + "n_ref": 174606 + }, + "7": { + "Dice": 0.9383638013743031, + "FN": 6046, + "FP": 1085, + "IoU": 0.8838845195642616, + "TN": 814747, + "TP": 54282, + "n_pred": 55367, + "n_ref": 60328 + }, + "8": { + "Dice": 0.948220064724919, + "FN": 118, + "FP": 42, + "IoU": 0.9015384615384615, + "TN": 874535, + "TP": 1465, + "n_pred": 1507, + "n_ref": 1583 + }, + "9": { + "Dice": 0.47058823529411764, + "FN": 8, + "FP": 28, + "IoU": 0.3076923076923077, + "TN": 876108, + "TP": 16, + "n_pred": 44, + "n_ref": 24 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.5392534999130694, + "FN": 1495.328888888889, + "FP": 1233.5, + "IoU": 0.469730151043042, + "TN": 673500.7266666667, + "TP": 7175.244444444444, + "n_pred": 8408.744444444445, + "n_ref": 8670.573333333332 + }, + "mean": { + "1": { + "Dice": 0.6555512170724881, + "FN": 2161.233333333333, + "FP": 622.3333333333334, + "IoU": 0.6150559716693882, + "TN": 666313.2, + "TP": 14308.033333333333, + "n_pred": 14930.366666666667, + "n_ref": 16469.266666666666 + }, + "10": { + "Dice": 0.5581880182470179, + "FN": 1187.4666666666667, + "FP": 1051.7333333333333, + "IoU": 0.4629468816565184, + "TN": 677434.5, + "TP": 3731.1, + "n_pred": 4782.833333333333, + "n_ref": 4918.566666666667 + }, + "11": { + "Dice": 0.4773957512358125, + "FN": 92.26666666666667, + "FP": 24.066666666666666, + "IoU": 0.3730933237473546, + "TN": 683141.4333333333, + "TP": 147.03333333333333, + "n_pred": 171.1, + "n_ref": 239.3 + }, + "12": { + "Dice": 0.3382792202446201, + "FN": 300.03333333333336, + "FP": 73.8, + "IoU": 0.2549942983263055, + "TN": 682705.5666666667, + "TP": 325.4, + "n_pred": 399.2, + "n_ref": 625.4333333333333 + }, + "13": { + "Dice": 0.5191663933923714, + "FN": 1147.8666666666666, + "FP": 483.96666666666664, + "IoU": 0.41737208926909225, + "TN": 680065.8666666667, + "TP": 1707.1, + "n_pred": 2191.0666666666666, + "n_ref": 2854.9666666666667 + }, + "14": { + "Dice": 0.6579965482705352, + "FN": 6315.1, + "FP": 1818.2333333333333, + "IoU": 0.5938115090499702, + "TN": 659732.2666666667, + "TP": 15539.2, + "n_pred": 17357.433333333334, + "n_ref": 21854.3 + }, + "15": { + "Dice": 0.49237035153057374, + "FN": 2269.5, + "FP": 1377.2666666666667, + "IoU": 0.3931186265905503, + "TN": 676454.5666666667, + "TP": 3303.4666666666667, + "n_pred": 4680.733333333334, + "n_ref": 5572.966666666666 + }, + "2": { + "Dice": 0.587248108903798, + "FN": 124.86666666666666, + "FP": 211.06666666666666, + "IoU": 0.5339250195028968, + "TN": 679790.9666666667, + "TP": 3277.9, + "n_pred": 3488.9666666666667, + "n_ref": 3402.766666666667 + }, + "3": { + "Dice": 0.5434920105453223, + "FN": 513.9666666666667, + "FP": 888.4666666666667, + "IoU": 0.5082647963642232, + "TN": 671303.5333333333, + "TP": 10698.833333333334, + "n_pred": 11587.3, + "n_ref": 11212.8 + }, + "4": { + "Dice": 0.3504919282894766, + "FN": 864.6666666666666, + "FP": 193.23333333333332, + "IoU": 0.29093188135086223, + "TN": 681165.7, + "TP": 1181.2, + "n_pred": 1374.4333333333334, + "n_ref": 2045.8666666666666 + }, + "5": { + "Dice": 0.2044326150381328, + "FN": 53.96666666666667, + "FP": 198.73333333333332, + "IoU": 0.14742359368079136, + "TN": 682952.4, + "TP": 199.7, + "n_pred": 398.43333333333334, + "n_ref": 253.66666666666666 + }, + "6": { + "Dice": 0.6687323951375062, + "FN": 5065.766666666666, + "FP": 6517.833333333333, + "IoU": 0.6213737767638053, + "TN": 635699.8, + "TP": 36121.4, + "n_pred": 42639.23333333333, + "n_ref": 41187.166666666664 + }, + "7": { + "Dice": 0.47685251216281677, + "FN": 1481.9, + "FP": 4439.3, + "IoU": 0.4248638845908179, + "TN": 667378.5666666667, + "TP": 10105.033333333333, + "n_pred": 14544.333333333334, + "n_ref": 11586.933333333332 + }, + "8": { + "Dice": 0.8455590403985611, + "FN": 261.73333333333335, + "FP": 244.56666666666666, + "IoU": 0.7897598313370345, + "TN": 679112.4333333333, + "TP": 3786.0666666666666, + "n_pred": 4030.633333333333, + "n_ref": 4047.8 + }, + "9": { + "Dice": 0.7130463882270092, + "FN": 589.6, + "FP": 357.9, + "IoU": 0.6190167817460187, + "TN": 679260.1, + "TP": 3197.2, + "n_pred": 3555.1, + "n_ref": 3786.8 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9266961651917404, + "FN": 801, + "FP": 193, + "IoU": 0.8634052494159681, + "TN": 518419, + "TP": 6283, + "n_pred": 6476, + "n_ref": 7084 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 26, + "FP": 0, + "IoU": 0.0, + "TN": 525670, + "TP": 0, + "n_pred": 0, + "n_ref": 26 + }, + "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": 43, + "IoU": 0.0, + "TN": 525653, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "3": { + "Dice": 0.931825058196615, + "FN": 6534, + "FP": 4507, + "IoU": 0.87235247872734, + "TN": 439200, + "TP": 75455, + "n_pred": 79962, + "n_ref": 81989 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 79, + "IoU": 0.0, + "TN": 525617, + "TP": 0, + "n_pred": 79, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9483840496592673, + "FN": 688, + "FP": 77, + "IoU": 0.9018349801103555, + "TN": 517903, + "TP": 7028, + "n_pred": 7105, + "n_ref": 7716 + }, + "10": { + "Dice": 0.9022140221402214, + "FN": 939, + "FP": 1075, + "IoU": 0.8218487394957983, + "TN": 514391, + "TP": 9291, + "n_pred": 10366, + "n_ref": 10230 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 525682, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "12": { + "Dice": 0.7094706168042739, + "FN": 1734, + "FP": 1257, + "IoU": 0.5497516182447689, + "TN": 519053, + "TP": 3652, + "n_pred": 4909, + "n_ref": 5386 + }, + "13": { + "Dice": 0.8034188034188035, + "FN": 90, + "FP": 48, + "IoU": 0.6714285714285714, + "TN": 525276, + "TP": 282, + "n_pred": 330, + "n_ref": 372 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 1050, + "IoU": 0.0, + "TN": 524646, + "TP": 0, + "n_pred": 1050, + "n_ref": 0 + }, + "3": { + "Dice": 0.9381651118091041, + "FN": 1696, + "FP": 942, + "IoU": 0.883532008830022, + "TN": 503046, + "TP": 20012, + "n_pred": 20954, + "n_ref": 21708 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9205076820307281, + "FN": 79, + "FP": 40, + "IoU": 0.8527227722772277, + "TN": 524888, + "TP": 689, + "n_pred": 729, + "n_ref": 768 + }, + "7": { + "Dice": 0.9348837209302325, + "FN": 137, + "FP": 143, + "IoU": 0.8777292576419214, + "TN": 523406, + "TP": 2010, + "n_pred": 2153, + "n_ref": 2147 + }, + "8": { + "Dice": 0.9235312211627191, + "FN": 1877, + "FP": 609, + "IoU": 0.857926620185164, + "TN": 508198, + "TP": 15012, + "n_pred": 15621, + "n_ref": 16889 + }, + "9": { + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9694995818846002, + "FN": 2704, + "FP": 2147, + "IoU": 0.9408046467925173, + "TN": 618979, + "TP": 77098, + "n_pred": 79245, + "n_ref": 79802 + }, + "10": { + "Dice": 0.8669549732892394, + "FN": 333, + "FP": 1759, + "IoU": 0.7651549169286035, + "TN": 692020, + "TP": 6816, + "n_pred": 8575, + "n_ref": 7149 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.18340611353711792, + "FN": 164, + "FP": 23, + "IoU": 0.10096153846153846, + "TN": 700720, + "TP": 21, + "n_pred": 44, + "n_ref": 185 + }, + "13": { + "Dice": 0.8061749571183533, + "FN": 1136, + "FP": 898, + "IoU": 0.6752873563218391, + "TN": 694664, + "TP": 4230, + "n_pred": 5128, + "n_ref": 5366 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "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": 0.9557870390347887, + "FN": 1187, + "FP": 3936, + "IoU": 0.9153181149478486, + "TN": 640431, + "TP": 55374, + "n_pred": 59310, + "n_ref": 56561 + }, + "4": { + "Dice": 0.8882800157977883, + "FN": 2686, + "FP": 1840, + "IoU": 0.7990141658155335, + "TN": 678409, + "TP": 17993, + "n_pred": 19833, + "n_ref": 20679 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.982322479490322, + "FN": 1441, + "FP": 1761, + "IoU": 0.9652590920927003, + "TN": 608760, + "TP": 88966, + "n_pred": 90727, + "n_ref": 90407 + }, + "7": { + "Dice": 0.948426193459306, + "FN": 263, + "FP": 1754, + "IoU": 0.9019111997276662, + "TN": 680365, + "TP": 18546, + "n_pred": 20300, + "n_ref": 18809 + }, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9553386388128989, + "FN": 3532, + "FP": 778, + "IoU": 0.9144960025393298, + "TN": 650521, + "TP": 46097, + "n_pred": 46875, + "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": 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": 0.8722735827128836, + "FN": 1456, + "FP": 15579, + "IoU": 0.7734797813916998, + "TN": 625725, + "TP": 58168, + "n_pred": 73747, + "n_ref": 59624 + }, + "15": { + "Dice": 0.678503037896877, + "FN": 1943, + "FP": 11656, + "IoU": 0.5134351855164765, + "TN": 672979, + "TP": 14350, + "n_pred": 26006, + "n_ref": 16293 + }, + "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": 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": 0.0, + "FN": 0, + "FP": 1522, + "IoU": 0.0, + "TN": 699406, + "TP": 0, + "n_pred": 1522, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.5084365855177138, + "FN": 5733, + "FP": 2162, + "IoU": 0.3408749373852062, + "TN": 513718, + "TP": 4083, + "n_pred": 6245, + "n_ref": 9816 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7273813078530905, + "FN": 1447, + "FP": 379, + "IoU": 0.5715626466447677, + "TN": 521434, + "TP": 2436, + "n_pred": 2815, + "n_ref": 3883 + }, + "13": { + "Dice": 0.7039947609692206, + "FN": 445, + "FP": 459, + "IoU": 0.5432036382011117, + "TN": 523717, + "TP": 1075, + "n_pred": 1534, + "n_ref": 1520 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5514, + "IoU": 0.0, + "TN": 520182, + "TP": 0, + "n_pred": 5514, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9652487238514663, + "FN": 1993, + "FP": 1479, + "IoU": 0.9328316341336016, + "TN": 474005, + "TP": 48219, + "n_pred": 49698, + "n_ref": 50212 + }, + "3": { + "Dice": 0.9470336659721461, + "FN": 400, + "FP": 566, + "IoU": 0.8993959591751718, + "TN": 516094, + "TP": 8636, + "n_pred": 9202, + "n_ref": 9036 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "6": { + "Dice": 0.958537164568986, + "FN": 699, + "FP": 174, + "IoU": 0.920375775264502, + "TN": 514732, + "TP": 10091, + "n_pred": 10265, + "n_ref": 10790 + }, + "7": { + "Dice": 0.9175665179706778, + "FN": 9635, + "FP": 2358, + "IoU": 0.8476885953771908, + "TN": 446956, + "TP": 66747, + "n_pred": 69105, + "n_ref": 76382 + }, + "8": { + "Dice": 0.8747895245942751, + "FN": 3134, + "FP": 361, + "IoU": 0.7774452368823229, + "TN": 509992, + "TP": 12209, + "n_pred": 12570, + "n_ref": 15343 + }, + "9": { + "Dice": 0.8331036293233576, + "FN": 4828, + "FP": 258, + "IoU": 0.7139482564679415, + "TN": 507916, + "TP": 12694, + "n_pred": 12952, + "n_ref": 17522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 1100, + "FP": 0, + "IoU": 0.0, + "TN": 699828, + "TP": 0, + "n_pred": 0, + "n_ref": 1100 + }, + "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": 45, + "IoU": 0.0, + "TN": 700883, + "TP": 0, + "n_pred": 45, + "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": 0.8165808723923056, + "FN": 2860, + "FP": 525, + "IoU": 0.690018315018315, + "TN": 690008, + "TP": 7535, + "n_pred": 8060, + "n_ref": 10395 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9616364142679932, + "FN": 5113, + "FP": 2464, + "IoU": 0.9261076057381925, + "TN": 598387, + "TP": 94964, + "n_pred": 97428, + "n_ref": 100077 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4664, + "IoU": 0.0, + "TN": 696264, + "TP": 0, + "n_pred": 4664, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9632496751692539, + "FN": 972, + "FP": 1715, + "IoU": 0.9291047729611356, + "TN": 663027, + "TP": 35214, + "n_pred": 36929, + "n_ref": 36186 + }, + "10": { + "Dice": 0.0, + "FN": 142, + "FP": 0, + "IoU": 0.0, + "TN": 700786, + "TP": 0, + "n_pred": 0, + "n_ref": 142 + }, + "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": 0.9487978112513429, + "FN": 1119, + "FP": 5506, + "IoU": 0.9025835575749556, + "TN": 632921, + "TP": 61382, + "n_pred": 66888, + "n_ref": 62501 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 700920, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.885394989224537, + "FN": 14507, + "FP": 968, + "IoU": 0.7943576250465104, + "TN": 625676, + "TP": 59777, + "n_pred": 60745, + "n_ref": 74284 + }, + "7": { + "Dice": 0.1023484051875219, + "FN": 120, + "FP": 7563, + "IoU": 0.05393424455116365, + "TN": 692807, + "TP": 438, + "n_pred": 8001, + "n_ref": 558 + }, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8575418994413407, + "FN": 27, + "FP": 75, + "IoU": 0.7506112469437652, + "TN": 700519, + "TP": 307, + "n_pred": 382, + "n_ref": 334 + }, + "10": { + "Dice": 0.8344088639961037, + "FN": 964, + "FP": 1756, + "IoU": 0.7158675441345451, + "TN": 691355, + "TP": 6853, + "n_pred": 8609, + "n_ref": 7817 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6367670364500793, + "FN": 1900, + "FP": 392, + "IoU": 0.4671006742617996, + "TN": 696627, + "TP": 2009, + "n_pred": 2401, + "n_ref": 3909 + }, + "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": 0.94109396914446, + "FN": 975, + "FP": 453, + "IoU": 0.8887417218543047, + "TN": 688093, + "TP": 11407, + "n_pred": 11860, + "n_ref": 12382 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 482, + "IoU": 0.0, + "TN": 700446, + "TP": 0, + "n_pred": 482, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9230769230769231, + "FN": 107, + "FP": 212, + "IoU": 0.8571428571428571, + "TN": 698695, + "TP": 1914, + "n_pred": 2126, + "n_ref": 2021 + }, + "7": { + "Dice": 0.9442778498858703, + "FN": 314, + "FP": 931, + "IoU": 0.8944378497541122, + "TN": 689134, + "TP": 10549, + "n_pred": 11480, + "n_ref": 10863 + }, + "8": { + "Dice": 0.9406595178585826, + "FN": 81, + "FP": 1391, + "IoU": 0.8879671207854479, + "TN": 687789, + "TP": 11667, + "n_pred": 13058, + "n_ref": 11748 + }, + "9": { + "Dice": 0.6770708283313326, + "FN": 430, + "FP": 108, + "IoU": 0.5117967332123412, + "TN": 699826, + "TP": 564, + "n_pred": 672, + "n_ref": 994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1435, + "IoU": 0.0, + "TN": 524261, + "TP": 0, + "n_pred": 1435, + "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": 0.9666079658917602, + "FN": 175, + "FP": 3788, + "IoU": 0.9353739277910048, + "TN": 464374, + "TP": 57359, + "n_pred": 61147, + "n_ref": 57534 + }, + "15": { + "Dice": 0.10279927390847425, + "FN": 996, + "FP": 8395, + "IoU": 0.05418471145130426, + "TN": 515767, + "TP": 538, + "n_pred": 8933, + "n_ref": 1534 + }, + "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": 78, + "IoU": 0.0, + "TN": 525618, + "TP": 0, + "n_pred": 78, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9904125701857565, + "FN": 2456, + "FP": 136, + "IoU": 0.9810072321997758, + "TN": 389223, + "TP": 133881, + "n_pred": 134017, + "n_ref": 136337 + }, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0118.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": 0.6709834075273169, + "FN": 954, + "FP": 672, + "IoU": 0.5048721071863581, + "TN": 697644, + "TP": 1658, + "n_pred": 2330, + "n_ref": 2612 + }, + "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": 0.7422258592471358, + "FN": 1162, + "FP": 728, + "IoU": 0.590110605074821, + "TN": 696317, + "TP": 2721, + "n_pred": 3449, + "n_ref": 3883 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "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": 0.9382919827762969, + "FN": 6975, + "FP": 5063, + "IoU": 0.8837570853329986, + "TN": 597369, + "TP": 91521, + "n_pred": 96584, + "n_ref": 98496 + }, + "7": { + "Dice": 0.899396200481076, + "FN": 8373, + "FP": 1874, + "IoU": 0.8171843499669943, + "TN": 644877, + "TP": 45804, + "n_pred": 47678, + "n_ref": 54177 + }, + "8": { + "Dice": 0.9259644629422122, + "FN": 828, + "FP": 2872, + "IoU": 0.8621357776287354, + "TN": 674090, + "TP": 23138, + "n_pred": 26010, + "n_ref": 23966 + }, + "9": { + "Dice": 0.9347672064777328, + "FN": 2041, + "FP": 537, + "IoU": 0.8775238728680698, + "TN": 679879, + "TP": 18471, + "n_pred": 19008, + "n_ref": 20512 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.933260491459662, + "FN": 5845, + "FP": 141, + "IoU": 0.8748719663872573, + "TN": 653089, + "TP": 41853, + "n_pred": 41994, + "n_ref": 47698 + }, + "10": { + "Dice": 0.7546748534747418, + "FN": 5435, + "FP": 2476, + "IoU": 0.6060062752129091, + "TN": 680849, + "TP": 12168, + "n_pred": 14644, + "n_ref": 17603 + }, + "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": 11, + "IoU": 0.0, + "TN": 700917, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 657, + "IoU": 0.0, + "TN": 700271, + "TP": 0, + "n_pred": 657, + "n_ref": 0 + }, + "14": { + "Dice": 0.9410970008105918, + "FN": 1289, + "FP": 3507, + "IoU": 0.8887471293697372, + "TN": 657819, + "TP": 38313, + "n_pred": 41820, + "n_ref": 39602 + }, + "15": { + "Dice": 0.8361526207995146, + "FN": 3577, + "FP": 743, + "IoU": 0.7184383758065568, + "TN": 685585, + "TP": 11023, + "n_pred": 11766, + "n_ref": 14600 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9743916919205345, + "FN": 991, + "FP": 454, + "IoU": 0.9500622062482721, + "TN": 671992, + "TP": 27491, + "n_pred": 27945, + "n_ref": 28482 + }, + "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": 3988, + "IoU": 0.0, + "TN": 696940, + "TP": 0, + "n_pred": 3988, + "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": 94, + "IoU": 0.0, + "TN": 700834, + "TP": 0, + "n_pred": 94, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9296477766478691, + "FN": 299, + "FP": 462, + "IoU": 0.8685437899464502, + "TN": 695139, + "TP": 5028, + "n_pred": 5490, + "n_ref": 5327 + }, + "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": 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": 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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0133.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": 0.9015222955678297, + "FN": 670, + "FP": 61, + "IoU": 0.8207014961981849, + "TN": 872083, + "TP": 3346, + "n_pred": 3407, + "n_ref": 4016 + }, + "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_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 377, + "IoU": 0.0, + "TN": 1051015, + "TP": 0, + "n_pred": 377, + "n_ref": 0 + }, + "10": { + "Dice": 0.3333333333333333, + "FN": 3, + "FP": 5, + "IoU": 0.2, + "TN": 1051382, + "TP": 2, + "n_pred": 7, + "n_ref": 5 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8305785123966942, + "FN": 56, + "FP": 26, + "IoU": 0.7102473498233216, + "TN": 1051109, + "TP": 201, + "n_pred": 227, + "n_ref": 257 + }, + "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": 1381, + "IoU": 0.0, + "TN": 1050011, + "TP": 0, + "n_pred": 1381, + "n_ref": 0 + }, + "15": { + "Dice": 0.0361025641025641, + "FN": 0, + "FP": 4699, + "IoU": 0.018383120952579903, + "TN": 1046605, + "TP": 88, + "n_pred": 4787, + "n_ref": 88 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9168259380972679, + "FN": 1097, + "FP": 4952, + "IoU": 0.8464253072001625, + "TN": 1012004, + "TP": 33339, + "n_pred": 38291, + "n_ref": 34436 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1051391, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "5": { + "Dice": 0.6132978451143983, + "FN": 1616, + "FP": 5939, + "IoU": 0.4422707810423741, + "TN": 1037846, + "TP": 5991, + "n_pred": 11930, + "n_ref": 7607 + }, + "6": { + "Dice": 0.879218671992012, + "FN": 4126, + "FP": 15228, + "IoU": 0.7844694143456908, + "TN": 961595, + "TP": 70443, + "n_pred": 85671, + "n_ref": 74569 + }, + "7": { + "Dice": 0.8945457520684824, + "FN": 6523, + "FP": 14099, + "IoU": 0.8092110132484642, + "TN": 943304, + "TP": 87466, + "n_pred": 101565, + "n_ref": 93989 + }, + "8": { + "Dice": 0.9641807450596191, + "FN": 343, + "FP": 1156, + "IoU": 0.9308387930238996, + "TN": 1029718, + "TP": 20175, + "n_pred": 21331, + "n_ref": 20518 + }, + "9": { + "Dice": 0.34439834024896265, + "FN": 1542, + "FP": 38, + "IoU": 0.20802005012531327, + "TN": 1049397, + "TP": 415, + "n_pred": 453, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9684536698275218, + "FN": 478, + "FP": 1212, + "IoU": 0.9388368137237161, + "TN": 848529, + "TP": 25941, + "n_pred": 27153, + "n_ref": 26419 + }, + "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": 18, + "IoU": 0.0, + "TN": 876142, + "TP": 0, + "n_pred": 18, + "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_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.9426340203158945, + "FN": 340, + "FP": 637, + "IoU": 0.8914926699244781, + "TN": 516692, + "TP": 8027, + "n_pred": 8664, + "n_ref": 8367 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7591164768829743, + "FN": 8483, + "FP": 296, + "IoU": 0.611754820449319, + "TN": 503084, + "TP": 13833, + "n_pred": 14129, + "n_ref": 22316 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9773652664323108, + "FN": 118, + "FP": 777, + "IoU": 0.9557325155801761, + "TN": 505478, + "TP": 19323, + "n_pred": 20100, + "n_ref": 19441 + }, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.04427371213796153, + "FN": 34577, + "FP": 5, + "IoU": 0.022637989995195434, + "TN": 490313, + "TP": 801, + "n_pred": 806, + "n_ref": 35378 + }, + "10": { + "Dice": 0.8403445800430726, + "FN": 1538, + "FP": 2910, + "IoU": 0.7246502414262721, + "TN": 509542, + "TP": 11706, + "n_pred": 14616, + "n_ref": 13244 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5293170103092784, + "FN": 11112, + "FP": 576, + "IoU": 0.35991237677984667, + "TN": 507436, + "TP": 6572, + "n_pred": 7148, + "n_ref": 17684 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4174, + "IoU": 0.0, + "TN": 521522, + "TP": 0, + "n_pred": 4174, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9316175605163012, + "FN": 420, + "FP": 1323, + "IoU": 0.8719888366627497, + "TN": 512080, + "TP": 11873, + "n_pred": 13196, + "n_ref": 12293 + }, + "3": { + "Dice": 0.0, + "FN": 188, + "FP": 30, + "IoU": 0.0, + "TN": 525478, + "TP": 0, + "n_pred": 30, + "n_ref": 188 + }, + "4": { + "Dice": 0.725, + "FN": 39, + "FP": 5, + "IoU": 0.5686274509803921, + "TN": 525594, + "TP": 58, + "n_pred": 63, + "n_ref": 97 + }, + "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": 30834, + "IoU": 0.0, + "TN": 494862, + "TP": 0, + "n_pred": 30834, + "n_ref": 0 + }, + "7": { + "Dice": 0.18214456677836285, + "FN": 6830, + "FP": 4, + "IoU": 0.10019749835418038, + "TN": 518101, + "TP": 761, + "n_pred": 765, + "n_ref": 7591 + }, + "8": { + "Dice": 0.7478260869565218, + "FN": 16, + "FP": 13, + "IoU": 0.5972222222222222, + "TN": 525624, + "TP": 43, + "n_pred": 56, + "n_ref": 59 + }, + "9": { + "Dice": 0.7099646860125902, + "FN": 93, + "FP": 3685, + "IoU": 0.5503451559152582, + "TN": 517294, + "TP": 4624, + "n_pred": 8309, + "n_ref": 4717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 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": 0.3468208092485549, + "FN": 78, + "FP": 35, + "IoU": 0.2097902097902098, + "TN": 700785, + "TP": 30, + "n_pred": 65, + "n_ref": 108 + }, + "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": 0.9469188529591214, + "FN": 13, + "FP": 161, + "IoU": 0.899188876013905, + "TN": 699202, + "TP": 1552, + "n_pred": 1713, + "n_ref": 1565 + }, + "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": 0.9678275290215589, + "FN": 425, + "FP": 60, + "IoU": 0.9376606683804627, + "TN": 693148, + "TP": 7295, + "n_pred": 7355, + "n_ref": 7720 + }, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 525652, + "TP": 0, + "n_pred": 44, + "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": 0.9478890229191798, + "FN": 185, + "FP": 247, + "IoU": 0.9009401513414355, + "TN": 521335, + "TP": 3929, + "n_pred": 4176, + "n_ref": 4114 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9609650843468027, + "FN": 461, + "FP": 335, + "IoU": 0.9248631300736265, + "TN": 515102, + "TP": 9798, + "n_pred": 10133, + "n_ref": 10259 + }, + "9": { + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8499937288348175, + "FN": 223, + "FP": 2169, + "IoU": 0.7391209510306468, + "TN": 516527, + "TP": 6777, + "n_pred": 8946, + "n_ref": 7000 + }, + "10": { + "Dice": 0.7749868786083827, + "FN": 940, + "FP": 2061, + "IoU": 0.6326355735096095, + "TN": 517527, + "TP": 5168, + "n_pred": 7229, + "n_ref": 6108 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6177504393673111, + "FN": 1659, + "FP": 81, + "IoU": 0.4469167196439924, + "TN": 522550, + "TP": 1406, + "n_pred": 1487, + "n_ref": 3065 + }, + "13": { + "Dice": 0.5539568345323741, + "FN": 555, + "FP": 189, + "IoU": 0.38308457711442784, + "TN": 524490, + "TP": 462, + "n_pred": 651, + "n_ref": 1017 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9719361685402091, + "FN": 344, + "FP": 727, + "IoU": 0.9454044961003212, + "TN": 506079, + "TP": 18546, + "n_pred": 19273, + "n_ref": 18890 + }, + "4": { + "Dice": 0.8053244592346089, + "FN": 290, + "FP": 295, + "IoU": 0.6740947075208914, + "TN": 523901, + "TP": 1210, + "n_pred": 1505, + "n_ref": 1500 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9724151985031216, + "FN": 4043, + "FP": 1913, + "IoU": 0.946311386745511, + "TN": 414760, + "TP": 104980, + "n_pred": 106893, + "n_ref": 109023 + }, + "7": { + "Dice": 0.9305013323418231, + "FN": 1283, + "FP": 3203, + "IoU": 0.8700350551901961, + "TN": 491179, + "TP": 30031, + "n_pred": 33234, + "n_ref": 31314 + }, + "8": { + "Dice": 0.956266872348631, + "FN": 404, + "FP": 163, + "IoU": 0.9161986402601241, + "TN": 518930, + "TP": 6199, + "n_pred": 6362, + "n_ref": 6603 + }, + "9": { + "Dice": 0.8733211233211233, + "FN": 917, + "FP": 1573, + "IoU": 0.7751286914115416, + "TN": 514623, + "TP": 8583, + "n_pred": 10156, + "n_ref": 9500 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9489856214299783, + "FN": 211, + "FP": 48, + "IoU": 0.9029235382308846, + "TN": 873492, + "TP": 2409, + "n_pred": 2457, + "n_ref": 2620 + }, + "10": { + "Dice": 0.8980272863232646, + "FN": 4809, + "FP": 5214, + "IoU": 0.814926971582621, + "TN": 822003, + "TP": 44134, + "n_pred": 49348, + "n_ref": 48943 + }, + "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": 0.8088015982441824, + "FN": 5147, + "FP": 1648, + "IoU": 0.6789814333632541, + "TN": 854993, + "TP": 14372, + "n_pred": 16020, + "n_ref": 19519 + }, + "14": { + "Dice": 0.47221246355909746, + "FN": 168775, + "FP": 2491, + "IoU": 0.3090825473410736, + "TN": 628278, + "TP": 76616, + "n_pred": 79107, + "n_ref": 245391 + }, + "15": { + "Dice": 0.1787783479556365, + "FN": 29595, + "FP": 171, + "IoU": 0.09816397018723869, + "TN": 843154, + "TP": 3240, + "n_pred": 3411, + "n_ref": 32835 + }, + "2": { + "Dice": 0.6265822784810127, + "FN": 110, + "FP": 8, + "IoU": 0.45622119815668205, + "TN": 875943, + "TP": 99, + "n_pred": 107, + "n_ref": 209 + }, + "3": { + "Dice": 0.8877216021011162, + "FN": 84, + "FP": 87, + "IoU": 0.7981109799291618, + "TN": 875313, + "TP": 676, + "n_pred": 763, + "n_ref": 760 + }, + "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": 112550, + "IoU": 0.0, + "TN": 763610, + "TP": 0, + "n_pred": 112550, + "n_ref": 0 + }, + "7": { + "Dice": 0.8867243223965763, + "FN": 1274, + "FP": 3808, + "IoU": 0.7965002202378569, + "TN": 851187, + "TP": 19891, + "n_pred": 23699, + "n_ref": 21165 + }, + "8": { + "Dice": 0.9715992037159921, + "FN": 147, + "FP": 281, + "IoU": 0.9447670667182863, + "TN": 868411, + "TP": 7321, + "n_pred": 7602, + "n_ref": 7468 + }, + "9": { + "Dice": 0.9574061859964592, + "FN": 890, + "FP": 337, + "IoU": 0.9182926017180528, + "TN": 861143, + "TP": 13790, + "n_pred": 14127, + "n_ref": 14680 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9497435897435897, + "FN": 125, + "FP": 22, + "IoU": 0.904296875, + "TN": 699392, + "TP": 1389, + "n_pred": 1411, + "n_ref": 1514 + }, + "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": 0.9581641921073607, + "FN": 1717, + "FP": 2797, + "IoU": 0.9196882895064584, + "TN": 644722, + "TP": 51692, + "n_pred": 54489, + "n_ref": 53409 + }, + "15": { + "Dice": 0.0, + "FN": 13508, + "FP": 35, + "IoU": 0.0, + "TN": 687385, + "TP": 0, + "n_pred": 35, + "n_ref": 13508 + }, + "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": 253, + "IoU": 0.0, + "TN": 700675, + "TP": 0, + "n_pred": 253, + "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": 12651, + "IoU": 0.0, + "TN": 688277, + "TP": 0, + "n_pred": 12651, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 525692, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "14": { + "Dice": 0.9778430929233551, + "FN": 2165, + "FP": 579, + "IoU": 0.9566467595664676, + "TN": 462402, + "TP": 60550, + "n_pred": 61129, + "n_ref": 62715 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9454009968282737, + "FN": 340, + "FP": 142, + "IoU": 0.8964554242749732, + "TN": 521041, + "TP": 4173, + "n_pred": 4315, + "n_ref": 4513 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9875610456765297, + "FN": 1656, + "FP": 942, + "IoU": 0.9754277445166416, + "TN": 419967, + "TP": 103131, + "n_pred": 104073, + "n_ref": 104787 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 525682, + "TP": 0, + "n_pred": 14, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7395459976105138, + "FN": 59, + "FP": 813, + "IoU": 0.5867298578199052, + "TN": 874050, + "TP": 1238, + "n_pred": 2051, + "n_ref": 1297 + }, + "11": { + "Dice": 0.6713520749665328, + "FN": 1597, + "FP": 367, + "IoU": 0.5052896725440806, + "TN": 872190, + "TP": 2006, + "n_pred": 2373, + "n_ref": 3603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9361513449600946, + "FN": 315, + "FP": 117, + "IoU": 0.8799666574048347, + "TN": 872561, + "TP": 3167, + "n_pred": 3284, + "n_ref": 3482 + }, + "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": 0.9352163461538462, + "FN": 153, + "FP": 925, + "IoU": 0.878315837001919, + "TN": 867301, + "TP": 7781, + "n_pred": 8706, + "n_ref": 7934 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 876102, + "TP": 0, + "n_pred": 58, + "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": 0.9383101296207393, + "FN": 7736, + "FP": 5114, + "IoU": 0.8837892832918833, + "TN": 765585, + "TP": 97725, + "n_pred": 102839, + "n_ref": 105461 + }, + "7": { + "Dice": 0.7533357816134165, + "FN": 1380, + "FP": 6680, + "IoU": 0.6042812254516889, + "TN": 855792, + "TP": 12308, + "n_pred": 18988, + "n_ref": 13688 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9290311864125244, + "FN": 1191, + "FP": 2227, + "IoU": 0.8674680108569213, + "TN": 850370, + "TP": 22372, + "n_pred": 24599, + "n_ref": 23563 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2003, + "IoU": 0.0, + "TN": 698925, + "TP": 0, + "n_pred": 2003, + "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": 0.7118373275236021, + "FN": 3689, + "FP": 279, + "IoU": 0.5525989401285376, + "TN": 692059, + "TP": 4901, + "n_pred": 5180, + "n_ref": 8590 + }, + "15": { + "Dice": 0.7604353216696514, + "FN": 1661, + "FP": 78, + "IoU": 0.6134696599244277, + "TN": 696429, + "TP": 2760, + "n_pred": 2838, + "n_ref": 4421 + }, + "2": { + "Dice": 0.0, + "FN": 283, + "FP": 0, + "IoU": 0.0, + "TN": 700645, + "TP": 0, + "n_pred": 0, + "n_ref": 283 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 344, + "IoU": 0.0, + "TN": 700584, + "TP": 0, + "n_pred": 344, + "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": 0.9489693507295607, + "FN": 2787, + "FP": 3823, + "IoU": 0.9028940796239165, + "TN": 632858, + "TP": 61460, + "n_pred": 65283, + "n_ref": 64247 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 16438, + "IoU": 0.0, + "TN": 684490, + "TP": 0, + "n_pred": 16438, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9493229810747773, + "FN": 14162, + "FP": 2025, + "IoU": 0.9035345438942557, + "TN": 883591, + "TP": 151614, + "n_pred": 153639, + "n_ref": 165776 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 240, + "IoU": 0.0, + "TN": 1051152, + "TP": 0, + "n_pred": 240, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.007175807278318811, + "FN": 1937, + "FP": 0, + "IoU": 0.00360082304526749, + "TN": 1049448, + "TP": 7, + "n_pred": 7, + "n_ref": 1944 + }, + "13": { + "Dice": 0.7878243288779063, + "FN": 977, + "FP": 912, + "IoU": 0.6499258710155671, + "TN": 1045996, + "TP": 3507, + "n_pred": 4419, + "n_ref": 4484 + }, + "14": { + "Dice": 0.9125712014836402, + "FN": 6407, + "FP": 8113, + "IoU": 0.839200877086125, + "TN": 961093, + "TP": 75779, + "n_pred": 83892, + "n_ref": 82186 + }, + "15": { + "Dice": 0.7187819655362342, + "FN": 2915, + "FP": 4233, + "IoU": 0.5610145550574218, + "TN": 1035109, + "TP": 9135, + "n_pred": 13368, + "n_ref": 12050 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.6484383000512033, + "FN": 606, + "FP": 2827, + "IoU": 0.4797696620700106, + "TN": 1044793, + "TP": 3166, + "n_pred": 5993, + "n_ref": 3772 + }, + "4": { + "Dice": 0.32815250365154863, + "FN": 17897, + "FP": 42, + "IoU": 0.19628136200716845, + "TN": 1029072, + "TP": 4381, + "n_pred": 4423, + "n_ref": 22278 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 1051369, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "6": { + "Dice": 0.4517670506732622, + "FN": 89536, + "FP": 1787, + "IoU": 0.29179526948429624, + "TN": 922442, + "TP": 37627, + "n_pred": 39414, + "n_ref": 127163 + }, + "7": { + "Dice": 0.0, + "FN": 2123, + "FP": 28350, + "IoU": 0.0, + "TN": 1020919, + "TP": 0, + "n_pred": 28350, + "n_ref": 2123 + }, + "8": { + "Dice": 0.9130982367758187, + "FN": 136, + "FP": 2, + "IoU": 0.8400926998841252, + "TN": 1050529, + "TP": 725, + "n_pred": 727, + "n_ref": 861 + }, + "9": { + "Dice": 0.004197901049475262, + "FN": 3321, + "FP": 0, + "IoU": 0.0021033653846153845, + "TN": 1048064, + "TP": 7, + "n_pred": 7, + "n_ref": 3328 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.7608351787409048, + "FN": 1171, + "FP": 341, + "IoU": 0.6139902986979832, + "TN": 521779, + "TP": 2405, + "n_pred": 2746, + "n_ref": 3576 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 525687, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "13": { + "Dice": 0.3565139263252471, + "FN": 3538, + "FP": 43, + "IoU": 0.2169254318827903, + "TN": 521123, + "TP": 992, + "n_pred": 1035, + "n_ref": 4530 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9683004915002029, + "FN": 450, + "FP": 253, + "IoU": 0.9385489510489511, + "TN": 514256, + "TP": 10737, + "n_pred": 10990, + "n_ref": 11187 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 270, + "IoU": 0.0, + "TN": 525426, + "TP": 0, + "n_pred": 270, + "n_ref": 0 + }, + "4": { + "Dice": 0.39814814814814814, + "FN": 260, + "FP": 0, + "IoU": 0.24855491329479767, + "TN": 525350, + "TP": 86, + "n_pred": 86, + "n_ref": 346 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9572150416815249, + "FN": 2793, + "FP": 3566, + "IoU": 0.9179409753138993, + "TN": 448203, + "TP": 71134, + "n_pred": 74700, + "n_ref": 73927 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 17543, + "IoU": 0.0, + "TN": 508153, + "TP": 0, + "n_pred": 17543, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8672027950965332, + "FN": 2435, + "FP": 1974, + "IoU": 0.765541079500133, + "TN": 506891, + "TP": 14396, + "n_pred": 16370, + "n_ref": 16831 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.916632760134484, + "FN": 193, + "FP": 3700, + "IoU": 0.8460960664162878, + "TN": 850865, + "TP": 21402, + "n_pred": 25102, + "n_ref": 21595 + }, + "10": { + "Dice": 0.4128220491312163, + "FN": 1906, + "FP": 54, + "IoU": 0.26009815024537564, + "TN": 873511, + "TP": 689, + "n_pred": 743, + "n_ref": 2595 + }, + "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": 0.9023872615436266, + "FN": 2242, + "FP": 5899, + "IoU": 0.8221362871687313, + "TN": 830389, + "TP": 37630, + "n_pred": 43529, + "n_ref": 39872 + }, + "15": { + "Dice": 0.8462720826331106, + "FN": 5425, + "FP": 9577, + "IoU": 0.7335109690025757, + "TN": 819865, + "TP": 41293, + "n_pred": 50870, + "n_ref": 46718 + }, + "2": { + "Dice": 0.4681504221028396, + "FN": 219, + "FP": 474, + "IoU": 0.30561122244488975, + "TN": 875162, + "TP": 305, + "n_pred": 779, + "n_ref": 524 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 225, + "IoU": 0.0, + "TN": 875935, + "TP": 0, + "n_pred": 225, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 240, + "IoU": 0.0, + "TN": 875920, + "TP": 0, + "n_pred": 240, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5398601398601398, + "FN": 431, + "FP": 227, + "IoU": 0.36973180076628354, + "TN": 875116, + "TP": 386, + "n_pred": 613, + "n_ref": 817 + }, + "7": { + "Dice": 0.6660470879801735, + "FN": 6202, + "FP": 2422, + "IoU": 0.4993032977241059, + "TN": 858936, + "TP": 8600, + "n_pred": 11022, + "n_ref": 14802 + }, + "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_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.0098294588882882, + "FN": 10429, + "FP": 9718, + "IoU": 0.004939003309132217, + "TN": 505449, + "TP": 100, + "n_pred": 9818, + "n_ref": 10529 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 1472, + "FP": 7903, + "IoU": 0.0, + "TN": 516321, + "TP": 0, + "n_pred": 7903, + "n_ref": 1472 + }, + "14": { + "Dice": 0.8389610389610389, + "FN": 1538, + "FP": 446, + "IoU": 0.7225950782997763, + "TN": 518544, + "TP": 5168, + "n_pred": 5614, + "n_ref": 6706 + }, + "15": { + "Dice": 0.7658783008036739, + "FN": 8465, + "FP": 1731, + "IoU": 0.6205857180069214, + "TN": 498823, + "TP": 16677, + "n_pred": 18408, + "n_ref": 25142 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 1568, + "FP": 2156, + "IoU": 0.0, + "TN": 521972, + "TP": 0, + "n_pred": 2156, + "n_ref": 1568 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.912558353373886, + "FN": 6818, + "FP": 3072, + "IoU": 0.8391791469502577, + "TN": 464199, + "TP": 51607, + "n_pred": 54679, + "n_ref": 58425 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8680, + "IoU": 0.0, + "TN": 517016, + "TP": 0, + "n_pred": 8680, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0388.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.6227366194785875, + "FN": 1067.3911111111113, + "FP": 1103.4199999999998, + "IoU": 0.5383065364878273, + "TN": 702489.0822222222, + "TP": 7950.24, + "n_pred": 9053.660000000002, + "n_ref": 9017.631111111114 + }, + "mean": { + "1": { + "Dice": 0.7506554239862101, + "FN": 323.56666666666666, + "FP": 672.5, + "IoU": 0.7035326491004048, + "TN": 699914.9333333333, + "TP": 11699.133333333333, + "n_pred": 12371.633333333333, + "n_ref": 12022.7 + }, + "10": { + "Dice": 0.6297840231067636, + "FN": 1944.4, + "FP": 1702.9666666666667, + "IoU": 0.5212878909353681, + "TN": 701872.8, + "TP": 7089.966666666666, + "n_pred": 8792.933333333332, + "n_ref": 9034.366666666667 + }, + "11": { + "Dice": 0.4365515861590354, + "FN": 153.36666666666667, + "FP": 130.4, + "IoU": 0.3253109579939188, + "TN": 712087.0, + "TP": 239.36666666666667, + "n_pred": 369.76666666666665, + "n_ref": 392.73333333333335 + }, + "12": { + "Dice": 0.519227693342282, + "FN": 223.26666666666668, + "FP": 146.13333333333333, + "IoU": 0.41462642173791586, + "TN": 711731.5666666667, + "TP": 509.1666666666667, + "n_pred": 655.3, + "n_ref": 732.4333333333333 + }, + "13": { + "Dice": 0.5891505420470257, + "FN": 2555.4333333333334, + "FP": 2029.3333333333333, + "IoU": 0.4668178097823744, + "TN": 704022.9666666667, + "TP": 4002.4, + "n_pred": 6031.733333333334, + "n_ref": 6557.833333333333 + }, + "14": { + "Dice": 0.4823913928539758, + "FN": 1146.2333333333333, + "FP": 3128.4, + "IoU": 0.4384093074504522, + "TN": 702628.3333333334, + "TP": 5707.166666666667, + "n_pred": 8835.566666666668, + "n_ref": 6853.4 + }, + "15": { + "Dice": 0.608954017920172, + "FN": 1243.9333333333334, + "FP": 510.23333333333335, + "IoU": 0.4915247452721524, + "TN": 708509.0666666667, + "TP": 2346.9, + "n_pred": 2857.133333333333, + "n_ref": 3590.8333333333335 + }, + "2": { + "Dice": 0.8242899517584359, + "FN": 611.0, + "FP": 420.6666666666667, + "IoU": 0.759500357873815, + "TN": 700165.4333333333, + "TP": 11413.033333333333, + "n_pred": 11833.7, + "n_ref": 12024.033333333333 + }, + "3": { + "Dice": 0.5925016537470855, + "FN": 759.7666666666667, + "FP": 347.6, + "IoU": 0.5395515569451342, + "TN": 701273.0666666667, + "TP": 10229.7, + "n_pred": 10577.3, + "n_ref": 10989.466666666667 + }, + "4": { + "Dice": 0.3304513162654471, + "FN": 1369.3, + "FP": 338.43333333333334, + "IoU": 0.28324717130738186, + "TN": 707707.1, + "TP": 3195.3, + "n_pred": 3533.733333333333, + "n_ref": 4564.6 + }, + "5": { + "Dice": 0.6907069014924817, + "FN": 220.66666666666666, + "FP": 74.83333333333333, + "IoU": 0.5664982372483276, + "TN": 711900.1333333333, + "TP": 414.5, + "n_pred": 489.3333333333333, + "n_ref": 635.1666666666666 + }, + "6": { + "Dice": 0.749686464825725, + "FN": 1779.7333333333333, + "FP": 3752.733333333333, + "IoU": 0.6759866290037578, + "TN": 668979.0666666667, + "TP": 38098.6, + "n_pred": 41851.333333333336, + "n_ref": 39878.333333333336 + }, + "7": { + "Dice": 0.5790949898268486, + "FN": 2439.3, + "FP": 1529.5, + "IoU": 0.5107258378075742, + "TN": 695832.2666666667, + "TP": 12809.066666666668, + "n_pred": 14338.566666666668, + "n_ref": 15248.366666666667 + }, + "8": { + "Dice": 0.8189447525485434, + "FN": 411.93333333333334, + "FP": 427.96666666666664, + "IoU": 0.7444644010643122, + "TN": 706344.5, + "TP": 5425.733333333334, + "n_pred": 5853.7, + "n_ref": 5837.666666666667 + }, + "9": { + "Dice": 0.7386585822987819, + "FN": 828.9666666666667, + "FP": 1339.6, + "IoU": 0.6331140737945218, + "TN": 704368.0, + "TP": 6073.566666666667, + "n_pred": 7413.166666666667, + "n_ref": 6902.533333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 700908, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "10": { + "Dice": 0.726472806502975, + "FN": 5139, + "FP": 1389, + "IoU": 0.5704415345133907, + "TN": 685731, + "TP": 8669, + "n_pred": 10058, + "n_ref": 13808 + }, + "11": { + "Dice": 0.6890266131972294, + "FN": 463, + "FP": 390, + "IoU": 0.5255839822024472, + "TN": 699130, + "TP": 945, + "n_pred": 1335, + "n_ref": 1408 + }, + "12": { + "Dice": 0.0, + "FN": 106, + "FP": 0, + "IoU": 0.0, + "TN": 700822, + "TP": 0, + "n_pred": 0, + "n_ref": 106 + }, + "13": { + "Dice": 0.6516216829212973, + "FN": 2303, + "FP": 3841, + "IoU": 0.4832632464255677, + "TN": 689038, + "TP": 5746, + "n_pred": 9587, + "n_ref": 8049 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9615292011682561, + "FN": 2173, + "FP": 1502, + "IoU": 0.9259087518396807, + "TN": 651327, + "TP": 45926, + "n_pred": 47428, + "n_ref": 48099 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 700925, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 497, + "FP": 144, + "IoU": 0.0, + "TN": 700287, + "TP": 0, + "n_pred": 144, + "n_ref": 497 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9402773676597918, + "FN": 6342, + "FP": 5591, + "IoU": 0.8872862945121375, + "TN": 595058, + "TP": 93937, + "n_pred": 99528, + "n_ref": 100279 + }, + "7": { + "Dice": 0.9197641219948235, + "FN": 8866, + "FP": 3162, + "IoU": 0.8514474854263413, + "TN": 619960, + "TP": 68940, + "n_pred": 72102, + "n_ref": 77806 + }, + "8": { + "Dice": 0.5217391304347826, + "FN": 66, + "FP": 0, + "IoU": 0.35294117647058826, + "TN": 700826, + "TP": 36, + "n_pred": 36, + "n_ref": 102 + }, + "9": { + "Dice": 0.93499198876627, + "FN": 1795, + "FP": 1816, + "IoU": 0.8779201460495621, + "TN": 671349, + "TP": 25968, + "n_pred": 27784, + "n_ref": 27763 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 10, + "IoU": 0.0, + "TN": 525686, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1320, + "IoU": 0.0, + "TN": 524376, + "TP": 0, + "n_pred": 1320, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9581599651564715, + "FN": 3599, + "FP": 916, + "IoU": 0.9196805009517371, + "TN": 469483, + "TP": 51698, + "n_pred": 52614, + "n_ref": 55297 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1648, + "IoU": 0.0, + "TN": 524048, + "TP": 0, + "n_pred": 1648, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.29970178926441354, + "FN": 2461, + "FP": 357, + "IoU": 0.17626425021923414, + "TN": 522275, + "TP": 603, + "n_pred": 960, + "n_ref": 3064 + }, + "6": { + "Dice": 0.8901558146734083, + "FN": 6956, + "FP": 5818, + "IoU": 0.8020547626795593, + "TN": 461163, + "TP": 51759, + "n_pred": 57577, + "n_ref": 58715 + }, + "7": { + "Dice": 0.8873394185260312, + "FN": 2181, + "FP": 485, + "IoU": 0.7974933535890619, + "TN": 512531, + "TP": 10499, + "n_pred": 10984, + "n_ref": 12680 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7400550284142046, + "FN": 5184, + "FP": 4925, + "IoU": 0.5873709130984938, + "TN": 501197, + "TP": 14390, + "n_pred": 19315, + "n_ref": 19574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.7079037800687286, + "FN": 237, + "FP": 18, + "IoU": 0.5478723404255319, + "TN": 525132, + "TP": 309, + "n_pred": 327, + "n_ref": 546 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7801003344481605, + "FN": 1356, + "FP": 1274, + "IoU": 0.6394790952707334, + "TN": 518401, + "TP": 4665, + "n_pred": 5939, + "n_ref": 6021 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9630657765070024, + "FN": 734, + "FP": 1927, + "IoU": 0.9287626492477379, + "TN": 488342, + "TP": 34693, + "n_pred": 36620, + "n_ref": 35427 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7610816307076356, + "FN": 5440, + "FP": 2079, + "IoU": 0.6143113618876636, + "TN": 506201, + "TP": 11976, + "n_pred": 14055, + "n_ref": 17416 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.976176348050046, + "FN": 4521, + "FP": 3027, + "IoU": 0.9534614151478531, + "TN": 363508, + "TP": 154640, + "n_pred": 157667, + "n_ref": 159161 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 293, + "IoU": 0.0, + "TN": 525403, + "TP": 0, + "n_pred": 293, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "9": { + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.6883435582822086, + "FN": 790, + "FP": 226, + "IoU": 0.5247895229186156, + "TN": 698790, + "TP": 1122, + "n_pred": 1348, + "n_ref": 1912 + }, + "7": { + "Dice": 0.9695478270736412, + "FN": 2629, + "FP": 1665, + "IoU": 0.9408955141704863, + "TN": 628277, + "TP": 68357, + "n_pred": 70022, + "n_ref": 70986 + }, + "8": { + "Dice": 0.7610397745067334, + "FN": 3402, + "FP": 413, + "IoU": 0.6142568250758341, + "TN": 691038, + "TP": 6075, + "n_pred": 6488, + "n_ref": 9477 + }, + "9": { + "Dice": 0.7450685299650631, + "FN": 189, + "FP": 4554, + "IoU": 0.5937125235566215, + "TN": 689254, + "TP": 6931, + "n_pred": 11485, + "n_ref": 7120 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9713032106671882, + "FN": 2106, + "FP": 2590, + "IoU": 0.9442074873171833, + "TN": 616759, + "TP": 79473, + "n_pred": 82063, + "n_ref": 81579 + }, + "10": { + "Dice": 0.6687641616995482, + "FN": 3475, + "FP": 19476, + "IoU": 0.5023633998265394, + "TN": 654808, + "TP": 23169, + "n_pred": 42645, + "n_ref": 26644 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6987415079630248, + "FN": 807, + "FP": 1898, + "IoU": 0.5369736391646697, + "TN": 695086, + "TP": 3137, + "n_pred": 5035, + "n_ref": 3944 + }, + "13": { + "Dice": 0.505079094292804, + "FN": 18371, + "FP": 7159, + "IoU": 0.33786342298415334, + "TN": 662371, + "TP": 13027, + "n_pred": 20186, + "n_ref": 31398 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.884685784014643, + "FN": 150, + "FP": 228, + "IoU": 0.7932166301969366, + "TN": 699100, + "TP": 1450, + "n_pred": 1678, + "n_ref": 1600 + }, + "3": { + "Dice": 0.9476685216151759, + "FN": 1496, + "FP": 2322, + "IoU": 0.9005418359904137, + "TN": 662540, + "TP": 34570, + "n_pred": 36892, + "n_ref": 36066 + }, + "4": { + "Dice": 0.9002217294900222, + "FN": 2271, + "FP": 834, + "IoU": 0.8185483870967742, + "TN": 683816, + "TP": 14007, + "n_pred": 14841, + "n_ref": 16278 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7706968433591423, + "FN": 941, + "FP": 214, + "IoU": 0.626937984496124, + "TN": 697832, + "TP": 1941, + "n_pred": 2155, + "n_ref": 2882 + }, + "7": { + "Dice": 0.4784249384741591, + "FN": 2779, + "FP": 400, + "IoU": 0.3144274315290058, + "TN": 696291, + "TP": 1458, + "n_pred": 1858, + "n_ref": 4237 + }, + "8": { + "Dice": 0.9381301558203483, + "FN": 721, + "FP": 359, + "IoU": 0.8834700043159258, + "TN": 691660, + "TP": 8188, + "n_pred": 8547, + "n_ref": 8909 + }, + "9": { + "Dice": 0.8227935197347845, + "FN": 605, + "FP": 5061, + "IoU": 0.6989373007438895, + "TN": 682108, + "TP": 13154, + "n_pred": 18215, + "n_ref": 13759 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.7155133890206593, + "FN": 7662, + "FP": 8890, + "IoU": 0.5570423100596783, + "TN": 838793, + "TP": 20815, + "n_pred": 29705, + "n_ref": 28477 + }, + "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": 0.7623117360595995, + "FN": 5825, + "FP": 8915, + "IoU": 0.615915782890794, + "TN": 837783, + "TP": 23637, + "n_pred": 32552, + "n_ref": 29462 + }, + "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": 0.8493150684931506, + "FN": 402, + "FP": 27, + "IoU": 0.7380952380952381, + "TN": 874522, + "TP": 1209, + "n_pred": 1236, + "n_ref": 1611 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 876144, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 876153, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9230560823625034, + "FN": 260, + "FP": 308, + "IoU": 0.8571069182389938, + "TN": 872185, + "TP": 3407, + "n_pred": 3715, + "n_ref": 3667 + }, + "7": { + "Dice": 0.08529741863075196, + "FN": 1630, + "FP": 0, + "IoU": 0.044548651817116064, + "TN": 874454, + "TP": 76, + "n_pred": 76, + "n_ref": 1706 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8643474200326874, + "FN": 859, + "FP": 3208, + "IoU": 0.7611019736842105, + "TN": 859136, + "TP": 12957, + "n_pred": 16165, + "n_ref": 13816 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.0, + "FN": 0, + "FP": 4052, + "IoU": 0.0, + "TN": 521644, + "TP": 0, + "n_pred": 4052, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.5081931867184131, + "FN": 481, + "FP": 4081, + "IoU": 0.3406561641855759, + "TN": 518777, + "TP": 2357, + "n_pred": 6438, + "n_ref": 2838 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.37481426448737, + "FN": 7542, + "FP": 5922, + "IoU": 0.23062857142857143, + "TN": 508196, + "TP": 4036, + "n_pred": 9958, + "n_ref": 11578 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.7867198742007744, + "FN": 12448, + "FP": 1929, + "IoU": 0.648423935636906, + "TN": 484803, + "TP": 26516, + "n_pred": 28445, + "n_ref": 38964 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9486693184614123, + "FN": 5022, + "FP": 4992, + "IoU": 0.9023510253434877, + "TN": 423145, + "TP": 92537, + "n_pred": 97529, + "n_ref": 97559 + }, + "7": { + "Dice": 0.4096589705570854, + "FN": 857, + "FP": 4717, + "IoU": 0.25759190197123066, + "TN": 518188, + "TP": 1934, + "n_pred": 6651, + "n_ref": 2791 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.14687882496940025, + "FN": 40, + "FP": 657, + "IoU": 0.07926023778071334, + "TN": 524939, + "TP": 60, + "n_pred": 717, + "n_ref": 100 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7304785894206549, + "FN": 17, + "FP": 197, + "IoU": 0.5753968253968254, + "TN": 525192, + "TP": 290, + "n_pred": 487, + "n_ref": 307 + }, + "10": { + "Dice": 0.8727914155519624, + "FN": 1139, + "FP": 3188, + "IoU": 0.7742945073287778, + "TN": 506525, + "TP": 14844, + "n_pred": 18032, + "n_ref": 15983 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6890751445086705, + "FN": 8460, + "FP": 2298, + "IoU": 0.5256404603377574, + "TN": 503017, + "TP": 11921, + "n_pred": 14219, + "n_ref": 20381 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.0057859209257473485, + "FN": 10, + "FP": 1021, + "IoU": 0.0029013539651837525, + "TN": 524662, + "TP": 3, + "n_pred": 1024, + "n_ref": 13 + }, + "5": { + "Dice": 0.8685946220192795, + "FN": 179, + "FP": 80, + "IoU": 0.7677130044843049, + "TN": 524581, + "TP": 856, + "n_pred": 936, + "n_ref": 1035 + }, + "6": { + "Dice": 0.6081409477521263, + "FN": 18, + "FP": 1272, + "IoU": 0.4369271060672196, + "TN": 523405, + "TP": 1001, + "n_pred": 2273, + "n_ref": 1019 + }, + "7": { + "Dice": 0.8299390322999092, + "FN": 457, + "FP": 854, + "IoU": 0.7093126385809313, + "TN": 521186, + "TP": 3199, + "n_pred": 4053, + "n_ref": 3656 + }, + "8": { + "Dice": 0.9240437371103934, + "FN": 2722, + "FP": 1182, + "IoU": 0.8588116162164117, + "TN": 498045, + "TP": 23747, + "n_pred": 24929, + "n_ref": 26469 + }, + "9": { + "Dice": 0.8784931675489351, + "FN": 1558, + "FP": 2390, + "IoU": 0.7833150384193194, + "TN": 507476, + "TP": 14272, + "n_pred": 16662, + "n_ref": 15830 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9660396629500383, + "FN": 1145, + "FP": 850, + "IoU": 0.9343101745143233, + "TN": 845790, + "TP": 28375, + "n_pred": 29225, + "n_ref": 29520 + }, + "10": { + "Dice": 0.507537688442211, + "FN": 553, + "FP": 35, + "IoU": 0.3400673400673401, + "TN": 875269, + "TP": 303, + "n_pred": 338, + "n_ref": 856 + }, + "11": { + "Dice": 0.5941463414634146, + "FN": 805, + "FP": 27, + "IoU": 0.4226231783483692, + "TN": 874719, + "TP": 609, + "n_pred": 636, + "n_ref": 1414 + }, + "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": 0.984338829053048, + "FN": 684, + "FP": 757, + "IoU": 0.969160638616616, + "TN": 829434, + "TP": 45285, + "n_pred": 46042, + "n_ref": 45969 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.981355076393694, + "FN": 1172, + "FP": 1819, + "IoU": 0.9633926932256288, + "TN": 794455, + "TP": 78714, + "n_pred": 80533, + "n_ref": 79886 + }, + "3": { + "Dice": 0.5387323943661971, + "FN": 261, + "FP": 1, + "IoU": 0.3686746987951807, + "TN": 875745, + "TP": 153, + "n_pred": 154, + "n_ref": 414 + }, + "4": { + "Dice": 0.9178794863351992, + "FN": 632, + "FP": 615, + "IoU": 0.8482229795520935, + "TN": 867944, + "TP": 6969, + "n_pred": 7584, + "n_ref": 7601 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9893307145591638, + "FN": 2632, + "FP": 1214, + "IoU": 0.9788866930171278, + "TN": 694000, + "TP": 178314, + "n_pred": 179528, + "n_ref": 180946 + }, + "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": 0.7190569744597249, + "FN": 1, + "FP": 142, + "IoU": 0.5613496932515337, + "TN": 875834, + "TP": 183, + "n_pred": 325, + "n_ref": 184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 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": 0.6183193964733685, + "FN": 949, + "FP": 32645, + "IoU": 0.4475125400871639, + "TN": 640123, + "TP": 27211, + "n_pred": 59856, + "n_ref": 28160 + }, + "15": { + "Dice": 0.8042683912691997, + "FN": 2920, + "FP": 3133, + "IoU": 0.6726161501433284, + "TN": 682439, + "TP": 12436, + "n_pred": 15569, + "n_ref": 15356 + }, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.9446492507624984, + "FN": 3345, + "FP": 829, + "IoU": 0.8951045436268597, + "TN": 836368, + "TP": 35618, + "n_pred": 36447, + "n_ref": 38963 + }, + "15": { + "Dice": 0.05066344993968637, + "FN": 0, + "FP": 787, + "IoU": 0.02599009900990099, + "TN": 875352, + "TP": 21, + "n_pred": 808, + "n_ref": 21 + }, + "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_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5701, + "IoU": 0.0, + "TN": 1045691, + "TP": 0, + "n_pred": 5701, + "n_ref": 0 + }, + "10": { + "Dice": 0.8947488065469424, + "FN": 382, + "FP": 1007, + "IoU": 0.8095433977786919, + "TN": 1044099, + "TP": 5904, + "n_pred": 6911, + "n_ref": 6286 + }, + "11": { + "Dice": 0.6508554972048111, + "FN": 1361, + "FP": 700, + "IoU": 0.48242089402310395, + "TN": 1047410, + "TP": 1921, + "n_pred": 2621, + "n_ref": 3282 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 90, + "IoU": 0.0, + "TN": 1051302, + "TP": 0, + "n_pred": 90, + "n_ref": 0 + }, + "13": { + "Dice": 0.9137577002053389, + "FN": 438, + "FP": 66, + "IoU": 0.8412098298676749, + "TN": 1048218, + "TP": 2670, + "n_pred": 2736, + "n_ref": 3108 + }, + "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": 0.9633649932157394, + "FN": 112, + "FP": 239, + "IoU": 0.9293193717277487, + "TN": 1046426, + "TP": 4615, + "n_pred": 4854, + "n_ref": 4727 + }, + "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": 0.8716560664174394, + "FN": 3435, + "FP": 7139, + "IoU": 0.7725091973064263, + "TN": 1004911, + "TP": 35907, + "n_pred": 43046, + "n_ref": 39342 + }, + "7": { + "Dice": 0.8498942917547568, + "FN": 39, + "FP": 32, + "IoU": 0.7389705882352942, + "TN": 1051120, + "TP": 201, + "n_pred": 233, + "n_ref": 240 + }, + "8": { + "Dice": 0.6465256797583081, + "FN": 0, + "FP": 117, + "IoU": 0.47767857142857145, + "TN": 1051168, + "TP": 107, + "n_pred": 224, + "n_ref": 107 + }, + "9": { + "Dice": 0.8280862978784507, + "FN": 224, + "FP": 4565, + "IoU": 0.7066103044783434, + "TN": 1035069, + "TP": 11534, + "n_pred": 16099, + "n_ref": 11758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.0, + "FN": 1120, + "FP": 0, + "IoU": 0.0, + "TN": 875040, + "TP": 0, + "n_pred": 0, + "n_ref": 1120 + }, + "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": 0.14453658981135514, + "FN": 3036, + "FP": 6351, + "IoU": 0.07789783889980353, + "TN": 865980, + "TP": 793, + "n_pred": 7144, + "n_ref": 3829 + }, + "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": 0.5742574257425742, + "FN": 43, + "FP": 0, + "IoU": 0.4027777777777778, + "TN": 876088, + "TP": 29, + "n_pred": 29, + "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": 0.0, + "FN": 0, + "FP": 122, + "IoU": 0.0, + "TN": 876038, + "TP": 0, + "n_pred": 122, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 6, + "FP": 305, + "IoU": 0.0, + "TN": 875849, + "TP": 0, + "n_pred": 305, + "n_ref": 6 + }, + "8": { + "Dice": 0.9620405924300603, + "FN": 432, + "FP": 260, + "IoU": 0.9268576260437585, + "TN": 866699, + "TP": 8769, + "n_pred": 9029, + "n_ref": 9201 + }, + "9": { + "Dice": 0.7796057104010877, + "FN": 721, + "FP": 2521, + "IoU": 0.6388146167557932, + "TN": 867184, + "TP": 5734, + "n_pred": 8255, + "n_ref": 6455 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9037782118957562, + "FN": 5052, + "FP": 1893, + "IoU": 0.8244483203154622, + "TN": 661367, + "TP": 32616, + "n_pred": 34509, + "n_ref": 37668 + }, + "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": 0.720666013712047, + "FN": 2743, + "FP": 14369, + "IoU": 0.5633134282651967, + "TN": 661742, + "TP": 22074, + "n_pred": 36443, + "n_ref": 24817 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 8515, + "IoU": 0.0, + "TN": 692413, + "TP": 0, + "n_pred": 8515, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6485611510791367, + "FN": 160, + "FP": 1794, + "IoU": 0.4799041788661166, + "TN": 697171, + "TP": 1803, + "n_pred": 3597, + "n_ref": 1963 + }, + "3": { + "Dice": 0.029508196721311476, + "FN": 1774, + "FP": 2, + "IoU": 0.014975041597337771, + "TN": 699125, + "TP": 27, + "n_pred": 29, + "n_ref": 1801 + }, + "4": { + "Dice": 0.7529853470302967, + "FN": 18278, + "FP": 670, + "IoU": 0.6038303922388559, + "TN": 653100, + "TP": 28880, + "n_pred": 29550, + "n_ref": 47158 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9672897196261683, + "FN": 1438, + "FP": 6710, + "IoU": 0.9366515837104072, + "TN": 572306, + "TP": 120474, + "n_pred": 127184, + "n_ref": 121912 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3540, + "IoU": 0.0, + "TN": 697388, + "TP": 0, + "n_pred": 3540, + "n_ref": 0 + }, + "8": { + "Dice": 0.9582858073977514, + "FN": 629, + "FP": 395, + "IoU": 0.9199124041920851, + "TN": 688142, + "TP": 11762, + "n_pred": 12157, + "n_ref": 12391 + }, + "9": { + "Dice": 0.8857423103040668, + "FN": 1383, + "FP": 3160, + "IoU": 0.7949169375225713, + "TN": 678776, + "TP": 17609, + "n_pred": 20769, + "n_ref": 18992 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9489291598023064, + "FN": 398, + "FP": 1121, + "IoU": 0.9028213166144201, + "TN": 685297, + "TP": 14112, + "n_pred": 15233, + "n_ref": 14510 + }, + "10": { + "Dice": 0.0, + "FN": 111, + "FP": 0, + "IoU": 0.0, + "TN": 700817, + "TP": 0, + "n_pred": 0, + "n_ref": 111 + }, + "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": 0.7629796839729119, + "FN": 65, + "FP": 2035, + "IoU": 0.6167883211678832, + "TN": 695448, + "TP": 3380, + "n_pred": 5415, + "n_ref": 3445 + }, + "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": 0.9607005068462062, + "FN": 1605, + "FP": 2551, + "IoU": 0.9243731120573571, + "TN": 645974, + "TP": 50798, + "n_pred": 53349, + "n_ref": 52403 + }, + "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": 800, + "IoU": 0.0, + "TN": 700128, + "TP": 0, + "n_pred": 800, + "n_ref": 0 + }, + "5": { + "Dice": 0.8483161703311995, + "FN": 440, + "FP": 1195, + "IoU": 0.736587723537941, + "TN": 694721, + "TP": 4572, + "n_pred": 5767, + "n_ref": 5012 + }, + "6": { + "Dice": 0.9502964495141804, + "FN": 7693, + "FP": 4538, + "IoU": 0.9052998335333514, + "TN": 571773, + "TP": 116924, + "n_pred": 121462, + "n_ref": 124617 + }, + "7": { + "Dice": 0.9268725988763297, + "FN": 5232, + "FP": 1354, + "IoU": 0.8637116132770466, + "TN": 652604, + "TP": 41738, + "n_pred": 43092, + "n_ref": 46970 + }, + "8": { + "Dice": 0.887905604719764, + "FN": 71, + "FP": 765, + "IoU": 0.7984084880636605, + "TN": 696781, + "TP": 3311, + "n_pred": 4076, + "n_ref": 3382 + }, + "9": { + "Dice": 0.7119741100323624, + "FN": 88, + "FP": 1, + "IoU": 0.5527638190954773, + "TN": 700729, + "TP": 110, + "n_pred": 111, + "n_ref": 198 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9719414642805632, + "FN": 499, + "FP": 2030, + "IoU": 0.9454145172778485, + "TN": 479365, + "TP": 43802, + "n_pred": 45832, + "n_ref": 44301 + }, + "10": { + "Dice": 0.9118543758967002, + "FN": 2998, + "FP": 934, + "IoU": 0.8379892871858261, + "TN": 501426, + "TP": 20338, + "n_pred": 21272, + "n_ref": 23336 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7620124364047485, + "FN": 1294, + "FP": 390, + "IoU": 0.6155251141552511, + "TN": 521316, + "TP": 2696, + "n_pred": 3086, + "n_ref": 3990 + }, + "13": { + "Dice": 0.3676512761686263, + "FN": 629, + "FP": 1576, + "IoU": 0.22522839072382292, + "TN": 522850, + "TP": 641, + "n_pred": 2217, + "n_ref": 1270 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9499157986652529, + "FN": 2552, + "FP": 660, + "IoU": 0.9046091708244238, + "TN": 492024, + "TP": 30460, + "n_pred": 31120, + "n_ref": 33012 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7387387387387387, + "FN": 13, + "FP": 16, + "IoU": 0.5857142857142857, + "TN": 525626, + "TP": 41, + "n_pred": 57, + "n_ref": 54 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2249, + "IoU": 0.0, + "TN": 523447, + "TP": 0, + "n_pred": 2249, + "n_ref": 0 + }, + "8": { + "Dice": 0.9330338340586831, + "FN": 1567, + "FP": 818, + "IoU": 0.8744736842105263, + "TN": 506696, + "TP": 16615, + "n_pred": 17433, + "n_ref": 18182 + }, + "9": { + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9622654942864263, + "FN": 479, + "FP": 3761, + "IoU": 0.9272752221193098, + "TN": 642626, + "TP": 54062, + "n_pred": 57823, + "n_ref": 54541 + }, + "10": { + "Dice": 0.10101010101010101, + "FN": 356, + "FP": 0, + "IoU": 0.05319148936170213, + "TN": 700552, + "TP": 20, + "n_pred": 20, + "n_ref": 376 + }, + "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": 0.9457862239070337, + "FN": 3894, + "FP": 2656, + "IoU": 0.8971484203253565, + "TN": 637244, + "TP": 57134, + "n_pred": 59790, + "n_ref": 61028 + }, + "15": { + "Dice": 0.8298454154807746, + "FN": 3063, + "FP": 3035, + "IoU": 0.7091758870660053, + "TN": 679960, + "TP": 14870, + "n_pred": 17905, + "n_ref": 17933 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 700908, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "3": { + "Dice": 0.9733151075716153, + "FN": 1353, + "FP": 1341, + "IoU": 0.9480173661360347, + "TN": 649103, + "TP": 49131, + "n_pred": 50472, + "n_ref": 50484 + }, + "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": 0.9343920853944285, + "FN": 344, + "FP": 160, + "IoU": 0.8768629367212314, + "TN": 696835, + "TP": 3589, + "n_pred": 3749, + "n_ref": 3933 + }, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8222222222222222, + "FN": 7, + "FP": 9, + "IoU": 0.6981132075471698, + "TN": 876107, + "TP": 37, + "n_pred": 46, + "n_ref": 44 + }, + "10": { + "Dice": 0.8634608634608635, + "FN": 2060, + "FP": 1441, + "IoU": 0.7597282273008029, + "TN": 861589, + "TP": 11070, + "n_pred": 12511, + "n_ref": 13130 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6980419099965648, + "FN": 792, + "FP": 87, + "IoU": 0.5361477572559367, + "TN": 874265, + "TP": 1016, + "n_pred": 1103, + "n_ref": 1808 + }, + "13": { + "Dice": 0.8468456004427227, + "FN": 2873, + "FP": 3769, + "IoU": 0.734373125374925, + "TN": 851155, + "TP": 18363, + "n_pred": 22132, + "n_ref": 21236 + }, + "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": 0.6666666666666666, + "FN": 6, + "FP": 0, + "IoU": 0.5, + "TN": 876148, + "TP": 6, + "n_pred": 6, + "n_ref": 12 + }, + "3": { + "Dice": 0.9564502045794036, + "FN": 3829, + "FP": 2206, + "IoU": 0.9165352806129505, + "TN": 803854, + "TP": 66271, + "n_pred": 68477, + "n_ref": 70100 + }, + "4": { + "Dice": 0.8320957552920315, + "FN": 1503, + "FP": 1527, + "IoU": 0.712469159233251, + "TN": 865622, + "TP": 7508, + "n_pred": 9035, + "n_ref": 9011 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9754948730051922, + "FN": 1124, + "FP": 3756, + "IoU": 0.9521620217427532, + "TN": 774149, + "TP": 97131, + "n_pred": 100887, + "n_ref": 98255 + }, + "7": { + "Dice": 0.8571855318513355, + "FN": 5158, + "FP": 579, + "IoU": 0.7500653480874793, + "TN": 853206, + "TP": 17217, + "n_pred": 17796, + "n_ref": 22375 + }, + "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_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 120, + "IoU": 0.0, + "TN": 700808, + "TP": 0, + "n_pred": 120, + "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": 23420, + "FP": 44312, + "IoU": 0.0, + "TN": 633196, + "TP": 0, + "n_pred": 44312, + "n_ref": 23420 + }, + "15": { + "Dice": 0.5743209548189767, + "FN": 18545, + "FP": 7063, + "IoU": 0.40284028636056246, + "TN": 658045, + "TP": 17275, + "n_pred": 24338, + "n_ref": 35820 + }, + "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": 29, + "IoU": 0.0, + "TN": 700899, + "TP": 0, + "n_pred": 29, + "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": 0.0, + "FN": 0, + "FP": 31769, + "IoU": 0.0, + "TN": 669159, + "TP": 0, + "n_pred": 31769, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10605, + "IoU": 0.0, + "TN": 690323, + "TP": 0, + "n_pred": 10605, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.7280599715652062, + "FN": 2134, + "FP": 2074, + "IoU": 0.5724011787419978, + "TN": 691087, + "TP": 5633, + "n_pred": 7707, + "n_ref": 7767 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7528606566142658, + "FN": 2189, + "FP": 122, + "IoU": 0.6036700394443492, + "TN": 695097, + "TP": 3520, + "n_pred": 3642, + "n_ref": 5709 + }, + "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": 0.9546738729885763, + "FN": 354, + "FP": 15, + "IoU": 0.9132784958871916, + "TN": 696673, + "TP": 3886, + "n_pred": 3901, + "n_ref": 4240 + }, + "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": 0.906603309847616, + "FN": 7933, + "FP": 6887, + "IoU": 0.8291622958189719, + "TN": 614179, + "TP": 71929, + "n_pred": 78816, + "n_ref": 79862 + }, + "7": { + "Dice": 0.8575649390619229, + "FN": 1241, + "FP": 3387, + "IoU": 0.750646551724138, + "TN": 682368, + "TP": 13932, + "n_pred": 17319, + "n_ref": 15173 + }, + "8": { + "Dice": 0.9468305633341819, + "FN": 1006, + "FP": 1918, + "IoU": 0.8990296626264719, + "TN": 671969, + "TP": 26035, + "n_pred": 27953, + "n_ref": 27041 + }, + "9": { + "Dice": 0.7991570633911111, + "FN": 6993, + "FP": 3586, + "IoU": 0.6654967431859862, + "TN": 669302, + "TP": 21047, + "n_pred": 24633, + "n_ref": 28040 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9772850189291509, + "FN": 663, + "FP": 1857, + "IoU": 0.955579058699101, + "TN": 819430, + "TP": 54210, + "n_pred": 56067, + "n_ref": 54873 + }, + "10": { + "Dice": 0.857151360038093, + "FN": 2147, + "FP": 2653, + "IoU": 0.7500130201552002, + "TN": 856959, + "TP": 14401, + "n_pred": 17054, + "n_ref": 16548 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6634579785264717, + "FN": 1215, + "FP": 603, + "IoU": 0.496398891966759, + "TN": 872550, + "TP": 1792, + "n_pred": 2395, + "n_ref": 3007 + }, + "13": { + "Dice": 0.14696370822853036, + "FN": 4634, + "FP": 114, + "IoU": 0.07930967616831491, + "TN": 871003, + "TP": 409, + "n_pred": 523, + "n_ref": 5043 + }, + "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": 0.9486362026213249, + "FN": 2506, + "FP": 249, + "IoU": 0.9022911051212938, + "TN": 847964, + "TP": 25441, + "n_pred": 25690, + "n_ref": 27947 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8448953477744264, + "FN": 1208, + "FP": 489, + "IoU": 0.7314448488684918, + "TN": 869841, + "TP": 4622, + "n_pred": 5111, + "n_ref": 5830 + }, + "6": { + "Dice": 0.9457585644371941, + "FN": 613, + "FP": 2313, + "IoU": 0.8970986460348163, + "TN": 847725, + "TP": 25509, + "n_pred": 27822, + "n_ref": 26122 + }, + "7": { + "Dice": 0.8908549624722211, + "FN": 8677, + "FP": 1735, + "IoU": 0.8031906850143656, + "TN": 823256, + "TP": 42492, + "n_pred": 44227, + "n_ref": 51169 + }, + "8": { + "Dice": 0.9302769249113184, + "FN": 372, + "FP": 1967, + "IoU": 0.8696427576213566, + "TN": 858217, + "TP": 15604, + "n_pred": 17571, + "n_ref": 15976 + }, + "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_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8766574931198399, + "FN": 78, + "FP": 415, + "IoU": 0.7804008908685969, + "TN": 523451, + "TP": 1752, + "n_pred": 2167, + "n_ref": 1830 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.5920265780730897, + "FN": 2332, + "FP": 124, + "IoU": 0.4204813591316659, + "TN": 521458, + "TP": 1782, + "n_pred": 1906, + "n_ref": 4114 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 525607, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "7": { + "Dice": 0.9534077782056218, + "FN": 995, + "FP": 215, + "IoU": 0.9109639440765268, + "TN": 512106, + "TP": 12380, + "n_pred": 12595, + "n_ref": 13375 + }, + "8": { + "Dice": 0.9597382653401882, + "FN": 413, + "FP": 1396, + "IoU": 0.9225930680359435, + "TN": 502326, + "TP": 21561, + "n_pred": 22957, + "n_ref": 21974 + }, + "9": { + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.7802368704390478, + "FN": 10411, + "FP": 2448, + "IoU": 0.6396626127893291, + "TN": 840474, + "TP": 22827, + "n_pred": 25275, + "n_ref": 33238 + }, + "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": 0.10242501595405233, + "FN": 14841, + "FP": 2037, + "IoU": 0.05397679502270052, + "TN": 858319, + "TP": 963, + "n_pred": 3000, + "n_ref": 15804 + }, + "14": { + "Dice": 0.8484288354898336, + "FN": 2095, + "FP": 37, + "IoU": 0.7367576243980738, + "TN": 868061, + "TP": 5967, + "n_pred": 6004, + "n_ref": 8062 + }, + "15": { + "Dice": 0.7856718780922225, + "FN": 12790, + "FP": 1289, + "IoU": 0.6470013037809648, + "TN": 836276, + "TP": 25805, + "n_pred": 27094, + "n_ref": 38595 + }, + "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": 516, + "IoU": 0.0, + "TN": 875644, + "TP": 0, + "n_pred": 516, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5714397221246537, + "FN": 309, + "FP": 10672, + "IoU": 0.4000109277674571, + "TN": 857858, + "TP": 7321, + "n_pred": 17993, + "n_ref": 7630 + }, + "7": { + "Dice": 0.3603899435608004, + "FN": 7567, + "FP": 4899, + "IoU": 0.21980222806358743, + "TN": 860182, + "TP": 3512, + "n_pred": 8411, + "n_ref": 11079 + }, + "8": { + "Dice": 0.920962751637401, + "FN": 316, + "FP": 1651, + "IoU": 0.8535041334624265, + "TN": 862733, + "TP": 11460, + "n_pred": 13111, + "n_ref": 11776 + }, + "9": { + "Dice": 0.8937106918238994, + "FN": 238, + "FP": 2128, + "IoU": 0.8078453666856168, + "TN": 863847, + "TP": 9947, + "n_pred": 12075, + "n_ref": 10185 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9366329851001884, + "FN": 1434, + "FP": 46, + "IoU": 0.880818167176679, + "TN": 513278, + "TP": 10938, + "n_pred": 10984, + "n_ref": 12372 + }, + "10": { + "Dice": 0.9282528162092689, + "FN": 530, + "FP": 419, + "IoU": 0.8661117381489842, + "TN": 518608, + "TP": 6139, + "n_pred": 6558, + "n_ref": 6669 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9727901039828978, + "FN": 1385, + "FP": 1237, + "IoU": 0.9470217408874162, + "TN": 476204, + "TP": 46870, + "n_pred": 48107, + "n_ref": 48255 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9648069787123235, + "FN": 2005, + "FP": 698, + "IoU": 0.9320068420787845, + "TN": 661174, + "TP": 37051, + "n_pred": 37749, + "n_ref": 39056 + }, + "10": { + "Dice": 0.7515802781289507, + "FN": 2853, + "FP": 1077, + "IoU": 0.6020253164556962, + "TN": 691053, + "TP": 5945, + "n_pred": 7022, + "n_ref": 8798 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 700885, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 700908, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "13": { + "Dice": 0.7214600377595972, + "FN": 3416, + "FP": 1010, + "IoU": 0.5642843079346328, + "TN": 690770, + "TP": 5732, + "n_pred": 6742, + "n_ref": 9148 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9319695274625752, + "FN": 6111, + "FP": 1551, + "IoU": 0.8726057462090981, + "TN": 640784, + "TP": 52482, + "n_pred": 54033, + "n_ref": 58593 + }, + "3": { + "Dice": 0.6990935219986735, + "FN": 184, + "FP": 1177, + "IoU": 0.5373895309313392, + "TN": 697986, + "TP": 1581, + "n_pred": 2758, + "n_ref": 1765 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 700925, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8556058890147226, + "FN": 731, + "FP": 289, + "IoU": 0.7476496783770411, + "TN": 696886, + "TP": 3022, + "n_pred": 3311, + "n_ref": 3753 + }, + "7": { + "Dice": 0.9547919698002625, + "FN": 1411, + "FP": 3032, + "IoU": 0.9134946749479177, + "TN": 649567, + "TP": 46918, + "n_pred": 49950, + "n_ref": 48329 + }, + "8": { + "Dice": 0.8771197846567967, + "FN": 366, + "FP": 1460, + "IoU": 0.7811338846937552, + "TN": 692585, + "TP": 6517, + "n_pred": 7977, + "n_ref": 6883 + }, + "9": { + "Dice": 0.8624015476025978, + "FN": 4434, + "FP": 545, + "IoU": 0.7580895928481197, + "TN": 680346, + "TP": 15603, + "n_pred": 16148, + "n_ref": 20037 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.971606278637543, + "FN": 817, + "FP": 726, + "IoU": 0.9447804459077408, + "TN": 848217, + "TP": 26400, + "n_pred": 27126, + "n_ref": 27217 + }, + "10": { + "Dice": 0.6406743940990516, + "FN": 317, + "FP": 24, + "IoU": 0.47131782945736433, + "TN": 875515, + "TP": 304, + "n_pred": 328, + "n_ref": 621 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8179367802009312, + "FN": 218, + "FP": 525, + "IoU": 0.6919568822553898, + "TN": 873748, + "TP": 1669, + "n_pred": 2194, + "n_ref": 1887 + }, + "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": 0.9499677772435734, + "FN": 4599, + "FP": 292, + "IoU": 0.904703452575793, + "TN": 824836, + "TP": 46433, + "n_pred": 46725, + "n_ref": 51032 + }, + "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": 0.6961325966850829, + "FN": 165, + "FP": 0, + "IoU": 0.5338983050847458, + "TN": 875806, + "TP": 189, + "n_pred": 189, + "n_ref": 354 + }, + "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_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9103182256509161, + "FN": 59, + "FP": 34, + "IoU": 0.8353982300884956, + "TN": 525131, + "TP": 472, + "n_pred": 506, + "n_ref": 531 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6852810650887574, + "FN": 1972, + "FP": 1432, + "IoU": 0.5212376933895921, + "TN": 518586, + "TP": 3706, + "n_pred": 5138, + "n_ref": 5678 + }, + "12": { + "Dice": 0.7992256637168141, + "FN": 77, + "FP": 649, + "IoU": 0.6655918931368033, + "TN": 523525, + "TP": 1445, + "n_pred": 2094, + "n_ref": 1522 + }, + "13": { + "Dice": 0.9361207897793263, + "FN": 131, + "FP": 144, + "IoU": 0.8799126637554585, + "TN": 523406, + "TP": 2015, + "n_pred": 2159, + "n_ref": 2146 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9463956558561252, + "FN": 2106, + "FP": 46, + "IoU": 0.898245779942314, + "TN": 504547, + "TP": 18997, + "n_pred": 19043, + "n_ref": 21103 + }, + "3": { + "Dice": 0.9578074358396897, + "FN": 3842, + "FP": 467, + "IoU": 0.9190311548724116, + "TN": 472478, + "TP": 48909, + "n_pred": 49376, + "n_ref": 52751 + }, + "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": 0.9755408280024882, + "FN": 2469, + "FP": 716, + "IoU": 0.9522495914603979, + "TN": 458995, + "TP": 63516, + "n_pred": 64232, + "n_ref": 65985 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9354434346599811, + "FN": 275, + "FP": 137, + "IoU": 0.8787165145716809, + "TN": 522299, + "TP": 2985, + "n_pred": 3122, + "n_ref": 3260 + }, + "9": { + "Dice": 0.9448327137546468, + "FN": 557, + "FP": 927, + "IoU": 0.89543404735062, + "TN": 511504, + "TP": 12708, + "n_pred": 13635, + "n_ref": 13265 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.787264031054322, + "FN": 9175, + "FP": 32, + "IoU": 0.6491635864802042, + "TN": 674685, + "TP": 17036, + "n_pred": 17068, + "n_ref": 26211 + }, + "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": 5, + "IoU": 0.0, + "TN": 700923, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7495175351034804, + "FN": 152, + "FP": 14904, + "IoU": 0.599382683199404, + "TN": 663346, + "TP": 22526, + "n_pred": 37430, + "n_ref": 22678 + }, + "7": { + "Dice": 0.06403122664230546, + "FN": 21560, + "FP": 980, + "IoU": 0.033074514177855945, + "TN": 677617, + "TP": 771, + "n_pred": 1751, + "n_ref": 22331 + }, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.533656401683717, + "FN": 1151.688888888889, + "FP": 799.9377777777778, + "IoU": 0.46739218916961495, + "TN": 691281.2266666666, + "TP": 7695.1466666666665, + "n_pred": 8495.084444444443, + "n_ref": 8846.835555555557 + }, + "mean": { + "1": { + "Dice": 0.5132805965718428, + "FN": 92.96666666666667, + "FP": 640.2, + "IoU": 0.47307867474048315, + "TN": 696277.4333333333, + "TP": 3917.4, + "n_pred": 4557.6, + "n_ref": 4010.366666666667 + }, + "10": { + "Dice": 0.5068611119436385, + "FN": 2179.4666666666667, + "FP": 1083.4, + "IoU": 0.4118259821808178, + "TN": 693518.2, + "TP": 4146.933333333333, + "n_pred": 5230.333333333333, + "n_ref": 6326.4 + }, + "11": { + "Dice": 0.4073272698924082, + "FN": 109.3, + "FP": 144.83333333333334, + "IoU": 0.31547596838238845, + "TN": 700332.8, + "TP": 341.06666666666666, + "n_pred": 485.9, + "n_ref": 450.3666666666667 + }, + "12": { + "Dice": 0.18384183634595475, + "FN": 192.43333333333334, + "FP": 56.13333333333333, + "IoU": 0.14505785469316856, + "TN": 700510.3, + "TP": 169.13333333333333, + "n_pred": 225.26666666666668, + "n_ref": 361.56666666666666 + }, + "13": { + "Dice": 0.44870547735777966, + "FN": 2475.0, + "FP": 883.8, + "IoU": 0.34818476876256627, + "TN": 694983.2, + "TP": 2586.0, + "n_pred": 3469.8, + "n_ref": 5061.0 + }, + "14": { + "Dice": 0.5186637557857305, + "FN": 2564.866666666667, + "FP": 652.1333333333333, + "IoU": 0.4633061170971207, + "TN": 691216.1666666666, + "TP": 6494.833333333333, + "n_pred": 7146.966666666666, + "n_ref": 9059.7 + }, + "15": { + "Dice": 0.425301781751128, + "FN": 416.4, + "FP": 983.4666666666667, + "IoU": 0.3470348424989111, + "TN": 697285.7, + "TP": 2242.4333333333334, + "n_pred": 3225.9, + "n_ref": 2658.8333333333335 + }, + "2": { + "Dice": 0.6545304024857871, + "FN": 685.5666666666667, + "FP": 367.6, + "IoU": 0.6045749449666246, + "TN": 694124.5666666667, + "TP": 5750.266666666666, + "n_pred": 6117.866666666667, + "n_ref": 6435.833333333333 + }, + "3": { + "Dice": 0.5443432216220382, + "FN": 1699.5666666666666, + "FP": 567.4, + "IoU": 0.513605824587572, + "TN": 694277.0666666667, + "TP": 4383.966666666666, + "n_pred": 4951.366666666667, + "n_ref": 6083.533333333334 + }, + "4": { + "Dice": 0.3635218589081167, + "FN": 330.3666666666667, + "FP": 719.5333333333333, + "IoU": 0.2853875520003589, + "TN": 697868.3666666667, + "TP": 2009.7333333333333, + "n_pred": 2729.266666666667, + "n_ref": 2340.1 + }, + "5": { + "Dice": 0.3980233622536156, + "FN": 664.3666666666667, + "FP": 52.3, + "IoU": 0.3168526058903554, + "TN": 699818.1, + "TP": 393.23333333333335, + "n_pred": 445.53333333333336, + "n_ref": 1057.6 + }, + "6": { + "Dice": 0.8082142153911324, + "FN": 2160.0333333333333, + "FP": 3399.766666666667, + "IoU": 0.7682240089675569, + "TN": 637604.2, + "TP": 57764.0, + "n_pred": 61163.76666666667, + "n_ref": 59924.03333333333 + }, + "7": { + "Dice": 0.5314205696071309, + "FN": 2713.3333333333335, + "FP": 1286.5333333333333, + "IoU": 0.47786839643553974, + "TN": 681576.2, + "TP": 15351.933333333332, + "n_pred": 16638.466666666667, + "n_ref": 18065.266666666666 + }, + "8": { + "Dice": 0.8485684144549797, + "FN": 301.1666666666667, + "FP": 403.5, + "IoU": 0.7845918391423834, + "TN": 695788.6666666666, + "TP": 4434.666666666667, + "n_pred": 4838.166666666667, + "n_ref": 4735.833333333333 + }, + "9": { + "Dice": 0.8522421508844737, + "FN": 690.5, + "FP": 758.4666666666667, + "IoU": 0.7558134571983772, + "TN": 694037.4333333333, + "TP": 5441.6, + "n_pred": 6200.066666666667, + "n_ref": 6132.1 + } + }, + "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": 0.0, + "FN": 0, + "FP": 289, + "IoU": 0.0, + "TN": 700639, + "TP": 0, + "n_pred": 289, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 195, + "IoU": 0.0, + "TN": 700733, + "TP": 0, + "n_pred": 195, + "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": 34234, + "FP": 0, + "IoU": 0.0, + "TN": 666694, + "TP": 0, + "n_pred": 0, + "n_ref": 34234 + }, + "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": 37587, + "IoU": 0.0, + "TN": 663341, + "TP": 0, + "n_pred": 37587, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 700924, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "8": { + "Dice": 0.9056895485466914, + "FN": 973, + "FP": 857, + "IoU": 0.8276349251200904, + "TN": 690311, + "TP": 8787, + "n_pred": 9644, + "n_ref": 9760 + }, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9035976248690185, + "FN": 106, + "FP": 446, + "IoU": 0.8241478177763619, + "TN": 697789, + "TP": 2587, + "n_pred": 3033, + "n_ref": 2693 + }, + "10": { + "Dice": 0.6944032514966771, + "FN": 3923, + "FP": 7205, + "IoU": 0.5318665600942325, + "TN": 677157, + "TP": 12643, + "n_pred": 19848, + "n_ref": 16566 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6796854521625164, + "FN": 1742, + "FP": 702, + "IoU": 0.5147905499305142, + "TN": 695891, + "TP": 2593, + "n_pred": 3295, + "n_ref": 4335 + }, + "13": { + "Dice": 0.3400353693375051, + "FN": 17340, + "FP": 6917, + "IoU": 0.2048449485347145, + "TN": 670422, + "TP": 6249, + "n_pred": 13166, + "n_ref": 23589 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "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": 0.9598523304107061, + "FN": 2060, + "FP": 463, + "IoU": 0.9228039041703638, + "TN": 668245, + "TP": 30160, + "n_pred": 30623, + "n_ref": 32220 + }, + "4": { + "Dice": 0.7313001605136437, + "FN": 1028, + "FP": 3994, + "IoU": 0.576417004048583, + "TN": 689072, + "TP": 6834, + "n_pred": 10828, + "n_ref": 7862 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9590805459258566, + "FN": 1100, + "FP": 5451, + "IoU": 0.921378250903112, + "TN": 617605, + "TP": 76772, + "n_pred": 82223, + "n_ref": 77872 + }, + "7": { + "Dice": 0.8715340649651242, + "FN": 10034, + "FP": 6284, + "IoU": 0.7723175666248081, + "TN": 629258, + "TP": 55352, + "n_pred": 61636, + "n_ref": 65386 + }, + "8": { + "Dice": 0.6302816901408451, + "FN": 49, + "FP": 161, + "IoU": 0.4601542416452442, + "TN": 700539, + "TP": 179, + "n_pred": 340, + "n_ref": 228 + }, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9763737046001214, + "FN": 768, + "FP": 2385, + "IoU": 0.9538380451810315, + "TN": 457393, + "TP": 65150, + "n_pred": 67535, + "n_ref": 65918 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.8178166092244199, + "FN": 2139, + "FP": 6160, + "IoU": 0.6917848919260194, + "TN": 674002, + "TP": 18627, + "n_pred": 24787, + "n_ref": 20766 + }, + "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": 0.6165796745471293, + "FN": 9576, + "FP": 2912, + "IoU": 0.4456922189178392, + "TN": 678399, + "TP": 10041, + "n_pred": 12953, + "n_ref": 19617 + }, + "14": { + "Dice": 0.7573696145124716, + "FN": 1439, + "FP": 380, + "IoU": 0.6094890510948905, + "TN": 696270, + "TP": 2839, + "n_pred": 3219, + "n_ref": 4278 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.655241935483871, + "FN": 342, + "FP": 0, + "IoU": 0.487256371814093, + "TN": 700261, + "TP": 325, + "n_pred": 325, + "n_ref": 667 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 86, + "IoU": 0.0, + "TN": 700842, + "TP": 0, + "n_pred": 86, + "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": 0.7559576212015422, + "FN": 1999, + "FP": 6040, + "IoU": 0.6076622742801366, + "TN": 680438, + "TP": 12451, + "n_pred": 18491, + "n_ref": 14450 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 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": 0.3062130177514793, + "FN": 34, + "FP": 1842, + "IoU": 0.18078602620087336, + "TN": 698638, + "TP": 414, + "n_pred": 2256, + "n_ref": 448 + }, + "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": 0.29974811083123426, + "FN": 41, + "FP": 515, + "IoU": 0.17629629629629628, + "TN": 700253, + "TP": 119, + "n_pred": 634, + "n_ref": 160 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9825516618681749, + "FN": 932, + "FP": 4189, + "IoU": 0.965701770836124, + "TN": 551620, + "TP": 144187, + "n_pred": 148376, + "n_ref": 145119 + }, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 700904, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1115, + "IoU": 0.0, + "TN": 699813, + "TP": 0, + "n_pred": 1115, + "n_ref": 0 + }, + "11": { + "Dice": 0.3137620378999689, + "FN": 1549, + "FP": 660, + "IoU": 0.18607221812822403, + "TN": 698214, + "TP": 505, + "n_pred": 1165, + "n_ref": 2054 + }, + "12": { + "Dice": 0.09195402298850575, + "FN": 2, + "FP": 156, + "IoU": 0.04819277108433735, + "TN": 700762, + "TP": 8, + "n_pred": 164, + "n_ref": 10 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8658780529968143, + "FN": 2665, + "FP": 2766, + "IoU": 0.7634787910460761, + "TN": 677966, + "TP": 17531, + "n_pred": 20297, + "n_ref": 20196 + }, + "15": { + "Dice": 0.6981275416722528, + "FN": 715, + "FP": 6040, + "IoU": 0.536248798572017, + "TN": 686362, + "TP": 7811, + "n_pred": 13851, + "n_ref": 8526 + }, + "2": { + "Dice": 0.9339735894357744, + "FN": 19, + "FP": 256, + "IoU": 0.8761261261261262, + "TN": 698708, + "TP": 1945, + "n_pred": 2201, + "n_ref": 1964 + }, + "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": 0.5438760268857357, + "FN": 4038, + "FP": 848, + "IoU": 0.37350942428516476, + "TN": 693129, + "TP": 2913, + "n_pred": 3761, + "n_ref": 6951 + }, + "6": { + "Dice": 0.9331330061149105, + "FN": 15864, + "FP": 1315, + "IoU": 0.874647928432789, + "TN": 563882, + "TP": 119867, + "n_pred": 121182, + "n_ref": 135731 + }, + "7": { + "Dice": 0.7630463515792352, + "FN": 2706, + "FP": 2493, + "IoU": 0.6168754605747974, + "TN": 687358, + "TP": 8371, + "n_pred": 10864, + "n_ref": 11077 + }, + "8": { + "Dice": 0.9445619335347432, + "FN": 959, + "FP": 509, + "IoU": 0.8949477601259482, + "TN": 686954, + "TP": 12506, + "n_pred": 13015, + "n_ref": 13465 + }, + "9": { + "Dice": 0.8051280140125965, + "FN": 1851, + "FP": 3378, + "IoU": 0.6738194747676377, + "TN": 684897, + "TP": 10802, + "n_pred": 14180, + "n_ref": 12653 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 893, + "IoU": 0.0, + "TN": 524803, + "TP": 0, + "n_pred": 893, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6054054054054054, + "FN": 4, + "FP": 69, + "IoU": 0.43410852713178294, + "TN": 525567, + "TP": 56, + "n_pred": 125, + "n_ref": 60 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 525680, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9440755519265434, + "FN": 4518, + "FP": 2742, + "IoU": 0.8940749062577511, + "TN": 457157, + "TP": 61279, + "n_pred": 64021, + "n_ref": 65797 + }, + "15": { + "Dice": 0.8308685931936739, + "FN": 4444, + "FP": 5769, + "IoU": 0.7106716904161591, + "TN": 490397, + "TP": 25086, + "n_pred": 30855, + "n_ref": 29530 + }, + "2": { + "Dice": 0.9447068258777401, + "FN": 1646, + "FP": 3318, + "IoU": 0.895207937513194, + "TN": 478326, + "TP": 42406, + "n_pred": 45724, + "n_ref": 44052 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 525666, + "TP": 0, + "n_pred": 30, + "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": 0.969143131767167, + "FN": 4058, + "FP": 308, + "IoU": 0.9401335545530585, + "TN": 452767, + "TP": 68563, + "n_pred": 68871, + "n_ref": 72621 + }, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0084.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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.8574101713038248, + "FN": 4052, + "FP": 2349, + "IoU": 0.750409420572409, + "TN": 500050, + "TP": 19245, + "n_pred": 21594, + "n_ref": 23297 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9587418422385792, + "FN": 1291, + "FP": 4247, + "IoU": 0.9207532590186455, + "TN": 455813, + "TP": 64345, + "n_pred": 68592, + "n_ref": 65636 + }, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0105.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": 432, + "IoU": 0.0, + "TN": 875728, + "TP": 0, + "n_pred": 432, + "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": 7, + "IoU": 0.0, + "TN": 876153, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 164, + "IoU": 0.0, + "TN": 875996, + "TP": 0, + "n_pred": 164, + "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_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 876147, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "10": { + "Dice": 0.8435595286468915, + "FN": 184, + "FP": 201, + "IoU": 0.7294448348559381, + "TN": 874737, + "TP": 1038, + "n_pred": 1239, + "n_ref": 1222 + }, + "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": 155, + "IoU": 0.0, + "TN": 876005, + "TP": 0, + "n_pred": 155, + "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": 220, + "FP": 0, + "IoU": 0.0, + "TN": 875940, + "TP": 0, + "n_pred": 0, + "n_ref": 220 + }, + "6": { + "Dice": 0.7865743813406656, + "FN": 11402, + "FP": 6606, + "IoU": 0.648226285357087, + "TN": 824968, + "TP": 33184, + "n_pred": 39790, + "n_ref": 44586 + }, + "7": { + "Dice": 0.8467867108084587, + "FN": 16342, + "FP": 735, + "IoU": 0.7342845584116512, + "TN": 811892, + "TP": 47191, + "n_pred": 47926, + "n_ref": 63533 + }, + "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_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9010989010989011, + "FN": 24, + "FP": 21, + "IoU": 0.82, + "TN": 875910, + "TP": 205, + "n_pred": 226, + "n_ref": 229 + }, + "10": { + "Dice": 0.8392762746888366, + "FN": 8708, + "FP": 4670, + "IoU": 0.7230629101372472, + "TN": 827853, + "TP": 34929, + "n_pred": 39599, + "n_ref": 43637 + }, + "11": { + "Dice": 0.33488372093023255, + "FN": 22, + "FP": 121, + "IoU": 0.2011173184357542, + "TN": 875981, + "TP": 36, + "n_pred": 157, + "n_ref": 58 + }, + "12": { + "Dice": 0.0, + "FN": 116, + "FP": 0, + "IoU": 0.0, + "TN": 876044, + "TP": 0, + "n_pred": 0, + "n_ref": 116 + }, + "13": { + "Dice": 0.5394153190597604, + "FN": 13007, + "FP": 180, + "IoU": 0.36931464919412693, + "TN": 855251, + "TP": 7722, + "n_pred": 7902, + "n_ref": 20729 + }, + "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": 0.9519925734367748, + "FN": 600, + "FP": 2296, + "IoU": 0.9083834229674154, + "TN": 844550, + "TP": 28714, + "n_pred": 31010, + "n_ref": 29314 + }, + "3": { + "Dice": 0.9721447575087349, + "FN": 554, + "FP": 315, + "IoU": 0.9457992889665066, + "TN": 860127, + "TP": 15164, + "n_pred": 15479, + "n_ref": 15718 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9315773227698323, + "FN": 223, + "FP": 442, + "IoU": 0.8719183359013868, + "TN": 870968, + "TP": 4527, + "n_pred": 4969, + "n_ref": 4750 + }, + "6": { + "Dice": 0.9711667358680823, + "FN": 4824, + "FP": 4898, + "IoU": 0.9439495880680999, + "TN": 702709, + "TP": 163729, + "n_pred": 168627, + "n_ref": 168553 + }, + "7": { + "Dice": 0.940624846971255, + "FN": 1503, + "FP": 3347, + "IoU": 0.887905332008228, + "TN": 832893, + "TP": 38417, + "n_pred": 41764, + "n_ref": 39920 + }, + "8": { + "Dice": 0.9670246606406098, + "FN": 693, + "FP": 354, + "IoU": 0.9361546435758278, + "TN": 859761, + "TP": 15352, + "n_pred": 15706, + "n_ref": 16045 + }, + "9": { + "Dice": 0.8698855114013936, + "FN": 3122, + "FP": 3731, + "IoU": 0.7697321998588758, + "TN": 846399, + "TP": 22908, + "n_pred": 26639, + "n_ref": 26030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.8427747799503478, + "FN": 2574, + "FP": 5089, + "IoU": 0.7282720470905287, + "TN": 1023191, + "TP": 20538, + "n_pred": 25627, + "n_ref": 23112 + }, + "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": 0.015307238136890444, + "FN": 4174, + "FP": 329, + "IoU": 0.007712648743940061, + "TN": 1046854, + "TP": 35, + "n_pred": 364, + "n_ref": 4209 + }, + "14": { + "Dice": 0.9435842273615082, + "FN": 1139, + "FP": 854, + "IoU": 0.8931939978563773, + "TN": 1032732, + "TP": 16667, + "n_pred": 17521, + "n_ref": 17806 + }, + "15": { + "Dice": 0.8797535623570103, + "FN": 1548, + "FP": 5127, + "IoU": 0.785321454989869, + "TN": 1020299, + "TP": 24418, + "n_pred": 29545, + "n_ref": 25966 + }, + "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": 0.3829787234042553, + "FN": 3, + "FP": 26, + "IoU": 0.23684210526315788, + "TN": 1051354, + "TP": 9, + "n_pred": 35, + "n_ref": 12 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9665156155541011, + "FN": 5991, + "FP": 7413, + "IoU": 0.9352009861980615, + "TN": 844537, + "TP": 193451, + "n_pred": 200864, + "n_ref": 199442 + }, + "7": { + "Dice": 0.9517179641212292, + "FN": 3167, + "FP": 5031, + "IoU": 0.9078835003820397, + "TN": 962396, + "TP": 80798, + "n_pred": 85829, + "n_ref": 83965 + }, + "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_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9894582831158852, + "FN": 1270, + "FP": 733, + "IoU": 0.9791365033071194, + "TN": 429691, + "TP": 94002, + "n_pred": 94735, + "n_ref": 95272 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 118, + "IoU": 0.0, + "TN": 525578, + "TP": 0, + "n_pred": 118, + "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": 31, + "IoU": 0.0, + "TN": 525665, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "7": { + "Dice": 0.9784484172543874, + "FN": 1833, + "FP": 138, + "IoU": 0.9578061781516922, + "TN": 478983, + "TP": 44742, + "n_pred": 44880, + "n_ref": 46575 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9539440629710266, + "FN": 245, + "FP": 580, + "IoU": 0.9119436439321166, + "TN": 691559, + "TP": 8544, + "n_pred": 9124, + "n_ref": 8789 + }, + "10": { + "Dice": 0.7401293457676779, + "FN": 4540, + "FP": 2733, + "IoU": 0.5874645490640953, + "TN": 683298, + "TP": 10357, + "n_pred": 13090, + "n_ref": 14897 + }, + "11": { + "Dice": 0.8079736649597659, + "FN": 543, + "FP": 507, + "IoU": 0.6778152807609696, + "TN": 697669, + "TP": 2209, + "n_pred": 2716, + "n_ref": 2752 + }, + "12": { + "Dice": 0.0, + "FN": 88, + "FP": 1, + "IoU": 0.0, + "TN": 700839, + "TP": 0, + "n_pred": 1, + "n_ref": 88 + }, + "13": { + "Dice": 0.7528532890641212, + "FN": 5807, + "FP": 2530, + "IoU": 0.6036605657237937, + "TN": 679893, + "TP": 12698, + "n_pred": 15228, + "n_ref": 18505 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1459, + "IoU": 0.0, + "TN": 699469, + "TP": 0, + "n_pred": 1459, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9692870553121841, + "FN": 821, + "FP": 455, + "IoU": 0.9404044649946289, + "TN": 679517, + "TP": 20135, + "n_pred": 20590, + "n_ref": 20956 + }, + "3": { + "Dice": 0.9792204211065372, + "FN": 526, + "FP": 529, + "IoU": 0.9592868444410142, + "TN": 675015, + "TP": 24858, + "n_pred": 25387, + "n_ref": 25384 + }, + "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": 0.9771285761974792, + "FN": 1042, + "FP": 1493, + "IoU": 0.9552799633066366, + "TN": 644242, + "TP": 54151, + "n_pred": 55644, + "n_ref": 55193 + }, + "7": { + "Dice": 0.9329468670383636, + "FN": 3538, + "FP": 94, + "IoU": 0.8743209107581578, + "TN": 672029, + "TP": 25267, + "n_pred": 25361, + "n_ref": 28805 + }, + "8": { + "Dice": 0.9706886555433872, + "FN": 608, + "FP": 302, + "IoU": 0.9430466891976468, + "TN": 684950, + "TP": 15068, + "n_pred": 15370, + "n_ref": 15676 + }, + "9": { + "Dice": 0.941474203564289, + "FN": 1917, + "FP": 835, + "IoU": 0.8894201792100294, + "TN": 676041, + "TP": 22135, + "n_pred": 22970, + "n_ref": 24052 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0170.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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 737, + "IoU": 0.0, + "TN": 875423, + "TP": 0, + "n_pred": 737, + "n_ref": 0 + }, + "10": { + "Dice": 0.7030797773654917, + "FN": 3520, + "FP": 481, + "IoU": 0.5421149004348821, + "TN": 867422, + "TP": 4737, + "n_pred": 5218, + "n_ref": 8257 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.04663065112311629, + "FN": 3195, + "FP": 158, + "IoU": 0.023871906841339156, + "TN": 872725, + "TP": 82, + "n_pred": 240, + "n_ref": 3277 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.036689370957586856, + "FN": 65622, + "FP": 1698, + "IoU": 0.01868750182210431, + "TN": 807558, + "TP": 1282, + "n_pred": 2980, + "n_ref": 66904 + }, + "15": { + "Dice": 0.568362775034959, + "FN": 5785, + "FP": 9340, + "IoU": 0.39700195351433243, + "TN": 851077, + "TP": 9958, + "n_pred": 19298, + "n_ref": 15743 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 88, + "IoU": 0.0, + "TN": 876072, + "TP": 0, + "n_pred": 88, + "n_ref": 0 + }, + "3": { + "Dice": 0.24650832478497595, + "FN": 9475, + "FP": 74, + "IoU": 0.14058140581405815, + "TN": 865049, + "TP": 1562, + "n_pred": 1636, + "n_ref": 11037 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4950060620056579, + "FN": 8468, + "FP": 279, + "IoU": 0.3289090072119073, + "TN": 863126, + "TP": 4287, + "n_pred": 4566, + "n_ref": 12755 + }, + "6": { + "Dice": 0.8078164108440639, + "FN": 4064, + "FP": 2309, + "IoU": 0.677593969747559, + "TN": 856393, + "TP": 13394, + "n_pred": 15703, + "n_ref": 17458 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2840, + "IoU": 0.0, + "TN": 873320, + "TP": 0, + "n_pred": 2840, + "n_ref": 0 + }, + "8": { + "Dice": 0.9290496114763898, + "FN": 1071, + "FP": 1303, + "IoU": 0.8675001395322878, + "TN": 858243, + "TP": 15543, + "n_pred": 16846, + "n_ref": 16614 + }, + "9": { + "Dice": 0.5945162140785658, + "FN": 4446, + "FP": 1706, + "IoU": 0.422997561433127, + "TN": 865498, + "TP": 4510, + "n_pred": 6216, + "n_ref": 8956 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 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": 0.9698869223205506, + "FN": 291, + "FP": 199, + "IoU": 0.9415344230998688, + "TN": 692547, + "TP": 7891, + "n_pred": 8090, + "n_ref": 8182 + }, + "9": { + "Dice": 0.9558253681219323, + "FN": 810, + "FP": 45, + "IoU": 0.9153884215734784, + "TN": 690823, + "TP": 9250, + "n_pred": 9295, + "n_ref": 10060 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0195.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": 3312, + "IoU": 0.0, + "TN": 522384, + "TP": 0, + "n_pred": 3312, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9311170587406677, + "FN": 1648, + "FP": 3242, + "IoU": 0.8711122825513969, + "TN": 487756, + "TP": 33050, + "n_pred": 36292, + "n_ref": 34698 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.967530781447196, + "FN": 2366, + "FP": 3011, + "IoU": 0.9371037548251258, + "TN": 440206, + "TP": 80113, + "n_pred": 83124, + "n_ref": 82479 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 525609, + "TP": 0, + "n_pred": 87, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6147, + "IoU": 0.0, + "TN": 519549, + "TP": 0, + "n_pred": 6147, + "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": 3, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4981976854486815, + "FN": 5086, + "FP": 204, + "IoU": 0.331733198585144, + "TN": 517780, + "TP": 2626, + "n_pred": 2830, + "n_ref": 7712 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 1588, + "IoU": 0.0, + "TN": 524108, + "TP": 0, + "n_pred": 1588, + "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": 1261, + "FP": 4598, + "IoU": 0.0, + "TN": 519837, + "TP": 0, + "n_pred": 4598, + "n_ref": 1261 + }, + "5": { + "Dice": 0.01965739960685201, + "FN": 6982, + "FP": 0, + "IoU": 0.009926262053318207, + "TN": 518644, + "TP": 70, + "n_pred": 70, + "n_ref": 7052 + }, + "6": { + "Dice": 0.9765103196553216, + "FN": 369, + "FP": 4625, + "IoU": 0.9540988428202465, + "TN": 416897, + "TP": 103805, + "n_pred": 108430, + "n_ref": 104174 + }, + "7": { + "Dice": 0.5764121285873643, + "FN": 214, + "FP": 3963, + "IoU": 0.40490098304601796, + "TN": 518677, + "TP": 2842, + "n_pred": 6805, + "n_ref": 3056 + }, + "8": { + "Dice": 0.9575846902489238, + "FN": 3078, + "FP": 548, + "IoU": 0.9186210920842965, + "TN": 481139, + "TP": 40931, + "n_pred": 41479, + "n_ref": 44009 + }, + "9": { + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6835, + "IoU": 0.0, + "TN": 694093, + "TP": 0, + "n_pred": 6835, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1238, + "IoU": 0.0, + "TN": 699690, + "TP": 0, + "n_pred": 1238, + "n_ref": 0 + }, + "11": { + "Dice": 0.8263369752731455, + "FN": 519, + "FP": 1293, + "IoU": 0.7040666340029398, + "TN": 694805, + "TP": 4311, + "n_pred": 5604, + "n_ref": 4830 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.53077975376197, + "FN": 291, + "FP": 52, + "IoU": 0.3612662942271881, + "TN": 700391, + "TP": 194, + "n_pred": 246, + "n_ref": 485 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8376464257228794, + "FN": 16099, + "FP": 796, + "IoU": 0.7206468360918666, + "TN": 640449, + "TP": 43584, + "n_pred": 44380, + "n_ref": 59683 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 14021, + "IoU": 0.0, + "TN": 686907, + "TP": 0, + "n_pred": 14021, + "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": 0.9684490839369407, + "FN": 1743, + "FP": 4181, + "IoU": 0.9388281943784722, + "TN": 604086, + "TP": 90918, + "n_pred": 95099, + "n_ref": 92661 + }, + "7": { + "Dice": 0.0, + "FN": 5, + "FP": 2518, + "IoU": 0.0, + "TN": 698405, + "TP": 0, + "n_pred": 2518, + "n_ref": 5 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9546931361764179, + "FN": 428, + "FP": 1343, + "IoU": 0.9133137542829173, + "TN": 680498, + "TP": 18659, + "n_pred": 20002, + "n_ref": 19087 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9466003316749585, + "FN": 475, + "FP": 169, + "IoU": 0.8986146095717884, + "TN": 519344, + "TP": 5708, + "n_pred": 5877, + "n_ref": 6183 + }, + "10": { + "Dice": 0.21150278293135436, + "FN": 423, + "FP": 2, + "IoU": 0.11825726141078838, + "TN": 525214, + "TP": 57, + "n_pred": 59, + "n_ref": 480 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 6928, + "IoU": 0.0, + "TN": 518768, + "TP": 0, + "n_pred": 6928, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2849, + "IoU": 0.0, + "TN": 522847, + "TP": 0, + "n_pred": 2849, + "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": 0.5127035830618892, + "FN": 68, + "FP": 1428, + "IoU": 0.34472185720543147, + "TN": 523413, + "TP": 787, + "n_pred": 2215, + "n_ref": 855 + }, + "7": { + "Dice": 0.9152643675662753, + "FN": 14497, + "FP": 1098, + "IoU": 0.8437672186657851, + "TN": 425877, + "TP": 84224, + "n_pred": 85322, + "n_ref": 98721 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.6278026905829597, + "FN": 48, + "FP": 35, + "IoU": 0.45751633986928103, + "TN": 700775, + "TP": 70, + "n_pred": 105, + "n_ref": 118 + }, + "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": 0.007503066156842941, + "FN": 13757, + "FP": 0, + "IoU": 0.003765660076761532, + "TN": 687119, + "TP": 52, + "n_pred": 52, + "n_ref": 13809 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "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": 4, + "IoU": 0.0, + "TN": 700924, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9715153089830022, + "FN": 1668, + "FP": 2498, + "IoU": 0.9446084297300891, + "TN": 625718, + "TP": 71044, + "n_pred": 73542, + "n_ref": 72712 + }, + "7": { + "Dice": 0.005928853754940711, + "FN": 18705, + "FP": 6445, + "IoU": 0.002973240832507433, + "TN": 675703, + "TP": 75, + "n_pred": 6520, + "n_ref": 18780 + }, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9762982539994939, + "FN": 1094, + "FP": 592, + "IoU": 0.9536940400988739, + "TN": 1014982, + "TP": 34724, + "n_pred": 35316, + "n_ref": 35818 + }, + "10": { + "Dice": 0.1371377282282637, + "FN": 35146, + "FP": 1385, + "IoU": 0.07361667596490339, + "TN": 1011958, + "TP": 2903, + "n_pred": 4288, + "n_ref": 38049 + }, + "11": { + "Dice": 0.7775836245631552, + "FN": 642, + "FP": 1140, + "IoU": 0.6361037369818257, + "TN": 1046495, + "TP": 3115, + "n_pred": 4255, + "n_ref": 3757 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 150, + "IoU": 0.0, + "TN": 1051242, + "TP": 0, + "n_pred": 150, + "n_ref": 0 + }, + "13": { + "Dice": 0.8546720101244463, + "FN": 3359, + "FP": 3531, + "IoU": 0.7462246777163904, + "TN": 1024242, + "TP": 20260, + "n_pred": 23791, + "n_ref": 23619 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 155, + "IoU": 0.0, + "TN": 1051237, + "TP": 0, + "n_pred": 155, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9576416714367487, + "FN": 926, + "FP": 1738, + "IoU": 0.9187259747391543, + "TN": 1018614, + "TP": 30114, + "n_pred": 31852, + "n_ref": 31040 + }, + "3": { + "Dice": 0.9108399252693088, + "FN": 2081, + "FP": 162, + "IoU": 0.8362773722627738, + "TN": 1037692, + "TP": 11457, + "n_pred": 11619, + "n_ref": 13538 + }, + "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": 0.9682016841187855, + "FN": 1241, + "FP": 1240, + "IoU": 0.9383633111398192, + "TN": 1011140, + "TP": 37771, + "n_pred": 39011, + "n_ref": 39012 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1375, + "IoU": 0.0, + "TN": 1050017, + "TP": 0, + "n_pred": 1375, + "n_ref": 0 + }, + "8": { + "Dice": 0.25959104186952286, + "FN": 351, + "FP": 7253, + "IoU": 0.14915519749356607, + "TN": 1042455, + "TP": 1333, + "n_pred": 8586, + "n_ref": 1684 + }, + "9": { + "Dice": 0.9462262863382012, + "FN": 2730, + "FP": 1210, + "IoU": 0.8979406812589042, + "TN": 1012787, + "TP": 34665, + "n_pred": 35875, + "n_ref": 37395 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.8326264274061991, + "FN": 757, + "FP": 269, + "IoU": 0.7132476243711571, + "TN": 697350, + "TP": 2552, + "n_pred": 2821, + "n_ref": 3309 + }, + "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": 0.8620331950207469, + "FN": 259, + "FP": 7, + "IoU": 0.7575205104831358, + "TN": 699831, + "TP": 831, + "n_pred": 838, + "n_ref": 1090 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 261, + "IoU": 0.0, + "TN": 700667, + "TP": 0, + "n_pred": 261, + "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": 1788, + "IoU": 0.0, + "TN": 699140, + "TP": 0, + "n_pred": 1788, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9845928380272716, + "FN": 2668, + "FP": 2168, + "IoU": 0.9696532335998193, + "TN": 541570, + "TP": 154522, + "n_pred": 156690, + "n_ref": 157190 + }, + "7": { + "Dice": 0.9432778137271414, + "FN": 5287, + "FP": 1112, + "IoU": 0.8926450357346576, + "TN": 641322, + "TP": 53207, + "n_pred": 54319, + "n_ref": 58494 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8688086829184254, + "FN": 744, + "FP": 779, + "IoU": 0.7680475175144684, + "TN": 694362, + "TP": 5043, + "n_pred": 5822, + "n_ref": 5787 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.7344734473447345, + "FN": 214, + "FP": 376, + "IoU": 0.5803698435277382, + "TN": 874754, + "TP": 816, + "n_pred": 1192, + "n_ref": 1030 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 263, + "IoU": 0.0, + "TN": 875897, + "TP": 0, + "n_pred": 263, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.786121615943334, + "FN": 1680, + "FP": 5446, + "IoU": 0.6476115122144199, + "TN": 855938, + "TP": 13096, + "n_pred": 18542, + "n_ref": 14776 + }, + "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": 0.23433103095420824, + "FN": 1792, + "FP": 4194, + "IoU": 0.13271515502752826, + "TN": 869258, + "TP": 916, + "n_pred": 5110, + "n_ref": 2708 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9708640455138839, + "FN": 1575, + "FP": 3536, + "IoU": 0.9433778319392899, + "TN": 785895, + "TP": 85154, + "n_pred": 88690, + "n_ref": 86729 + }, + "7": { + "Dice": 0.409035901573215, + "FN": 2372, + "FP": 558, + "IoU": 0.25709939148073024, + "TN": 872216, + "TP": 1014, + "n_pred": 1572, + "n_ref": 3386 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8008948545861297, + "FN": 281, + "FP": 164, + "IoU": 0.667910447761194, + "TN": 874820, + "TP": 895, + "n_pred": 1059, + "n_ref": 1176 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6566604127579737, + "FN": 2, + "FP": 364, + "IoU": 0.4888268156424581, + "TN": 700212, + "TP": 350, + "n_pred": 714, + "n_ref": 352 + }, + "10": { + "Dice": 0.9068860192941604, + "FN": 2038, + "FP": 1041, + "IoU": 0.8296353676755381, + "TN": 682855, + "TP": 14994, + "n_pred": 16035, + "n_ref": 17032 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8363064008394544, + "FN": 630, + "FP": 306, + "IoU": 0.7186654643823264, + "TN": 697601, + "TP": 2391, + "n_pred": 2697, + "n_ref": 3021 + }, + "13": { + "Dice": 0.8917061840704539, + "FN": 173, + "FP": 946, + "IoU": 0.8045756199790429, + "TN": 695202, + "TP": 4607, + "n_pred": 5553, + "n_ref": 4780 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9493443506376864, + "FN": 114, + "FP": 450, + "IoU": 0.9035732603863909, + "TN": 695079, + "TP": 5285, + "n_pred": 5735, + "n_ref": 5399 + }, + "3": { + "Dice": 0.9516949152542373, + "FN": 417, + "FP": 39, + "IoU": 0.9078415521422797, + "TN": 695980, + "TP": 4492, + "n_pred": 4531, + "n_ref": 4909 + }, + "4": { + "Dice": 0.19833333333333333, + "FN": 86, + "FP": 876, + "IoU": 0.11008325624421832, + "TN": 699847, + "TP": 119, + "n_pred": 995, + "n_ref": 205 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9870216539927293, + "FN": 797, + "FP": 2898, + "IoU": 0.974375866851595, + "TN": 556728, + "TP": 140505, + "n_pred": 143403, + "n_ref": 141302 + }, + "7": { + "Dice": 0.9619665345884966, + "FN": 1197, + "FP": 310, + "IoU": 0.9267201556041819, + "TN": 680363, + "TP": 19058, + "n_pred": 19368, + "n_ref": 20255 + }, + "8": { + "Dice": 0.9513253902281333, + "FN": 962, + "FP": 619, + "IoU": 0.9071692795490576, + "TN": 683897, + "TP": 15450, + "n_pred": 16069, + "n_ref": 16412 + }, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8713550600343053, + "FN": 75, + "FP": 0, + "IoU": 0.7720364741641338, + "TN": 700599, + "TP": 254, + "n_pred": 254, + "n_ref": 329 + }, + "10": { + "Dice": 0.19203135205747876, + "FN": 1167, + "FP": 70, + "IoU": 0.10621387283236994, + "TN": 699544, + "TP": 147, + "n_pred": 217, + "n_ref": 1314 + }, + "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": 43, + "IoU": 0.0, + "TN": 700885, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "3": { + "Dice": 0.9675147635079199, + "FN": 1640, + "FP": 1303, + "IoU": 0.9370737026662961, + "TN": 654159, + "TP": 43826, + "n_pred": 45129, + "n_ref": 45466 + }, + "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": 0.9696857475399429, + "FN": 1738, + "FP": 554, + "IoU": 0.9411553273427471, + "TN": 661978, + "TP": 36658, + "n_pred": 37212, + "n_ref": 38396 + }, + "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": 0.8812537673297167, + "FN": 2387, + "FP": 3523, + "IoU": 0.7877155172413793, + "TN": 673088, + "TP": 21930, + "n_pred": 25453, + "n_ref": 24317 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.5628960939726714, + "FN": 1380.8173333333334, + "FP": 1210.6475555555558, + "IoU": 0.486369371563371, + "TN": 690489.872, + "TP": 7846.663111111111, + "n_pred": 9057.310666666668, + "n_ref": 9227.480444444445 + }, + "mean": { + "1": { + "Dice": 0.6566027873873607, + "FN": 926.9133333333332, + "FP": 795.5666666666668, + "IoU": 0.6079963340454543, + "TN": 689440.1866666668, + "TP": 9765.333333333332, + "n_pred": 10560.9, + "n_ref": 10692.246666666668 + }, + "10": { + "Dice": 0.5058029822979353, + "FN": 1772.0600000000002, + "FP": 1459.7866666666664, + "IoU": 0.41406783652273405, + "TN": 693092.2266666668, + "TP": 4603.926666666667, + "n_pred": 6063.713333333332, + "n_ref": 6375.986666666667 + }, + "11": { + "Dice": 0.4120634441681883, + "FN": 137.51999999999998, + "FP": 94.65333333333334, + "IoU": 0.30581286806652314, + "TN": 700482.1333333332, + "TP": 213.69333333333333, + "n_pred": 308.3466666666667, + "n_ref": 351.2133333333333 + }, + "12": { + "Dice": 0.36001057694150684, + "FN": 288.36, + "FP": 112.54666666666667, + "IoU": 0.2764000889581273, + "TN": 700176.7, + "TP": 350.3933333333333, + "n_pred": 462.94000000000005, + "n_ref": 638.7533333333333 + }, + "13": { + "Dice": 0.4785475597883961, + "FN": 2454.52, + "FP": 1323.8933333333334, + "IoU": 0.37565674836082835, + "TN": 694313.3333333334, + "TP": 2836.253333333333, + "n_pred": 4160.1466666666665, + "n_ref": 5290.7733333333335 + }, + "14": { + "Dice": 0.5698743669846649, + "FN": 2431.306666666667, + "FP": 1783.3266666666666, + "IoU": 0.5149760348416043, + "TN": 686937.1, + "TP": 9776.266666666666, + "n_pred": 11559.593333333334, + "n_ref": 12207.573333333334 + }, + "15": { + "Dice": 0.501705283610789, + "FN": 1492.7, + "FP": 781.2666666666667, + "IoU": 0.3979349536346153, + "TN": 696072.26, + "TP": 2581.773333333333, + "n_pred": 3363.04, + "n_ref": 4074.473333333333 + }, + "2": { + "Dice": 0.5988234718897585, + "FN": 969.5466666666667, + "FP": 579.3, + "IoU": 0.5469240832239217, + "TN": 692739.74, + "TP": 6639.413333333333, + "n_pred": 7218.713333333333, + "n_ref": 7608.960000000001 + }, + "3": { + "Dice": 0.5970372447047916, + "FN": 1030.8866666666668, + "FP": 1135.0066666666667, + "IoU": 0.5486021636248741, + "TN": 689249.4533333334, + "TP": 9512.653333333334, + "n_pred": 10647.66, + "n_ref": 10543.539999999999 + }, + "4": { + "Dice": 0.40317130903737325, + "FN": 719.9733333333334, + "FP": 479.9666666666666, + "IoU": 0.341884741513476, + "TN": 697331.2733333333, + "TP": 2396.786666666667, + "n_pred": 2876.753333333333, + "n_ref": 3116.76 + }, + "5": { + "Dice": 0.46808163802137803, + "FN": 598.2666666666667, + "FP": 276.72666666666663, + "IoU": 0.36835549548384033, + "TN": 699182.9133333333, + "TP": 870.0933333333332, + "n_pred": 1146.8200000000002, + "n_ref": 1468.3600000000001 + }, + "6": { + "Dice": 0.7244941701958847, + "FN": 2920.753333333333, + "FP": 4816.886666666667, + "IoU": 0.6680781148534035, + "TN": 650902.8066666666, + "TP": 42287.55333333333, + "n_pred": 47104.44, + "n_ref": 45208.306666666664 + }, + "7": { + "Dice": 0.551415328050164, + "FN": 3547.5799999999995, + "FP": 3223.8199999999997, + "IoU": 0.479410516253273, + "TN": 680565.9133333333, + "TP": 13590.686666666666, + "n_pred": 16814.50666666667, + "n_ref": 17138.266666666666 + }, + "8": { + "Dice": 0.8641265450875432, + "FN": 557.4333333333333, + "FP": 514.0333333333333, + "IoU": 0.7980304014823192, + "TN": 692738.2933333332, + "TP": 7118.24, + "n_pred": 7632.273333333333, + "n_ref": 7675.673333333334 + }, + "9": { + "Dice": 0.7516847014243369, + "FN": 864.4399999999999, + "FP": 782.9333333333333, + "IoU": 0.651410192585571, + "TN": 694123.7466666667, + "TP": 5156.88, + "n_pred": 5939.8133333333335, + "n_ref": 6021.32 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/loop_003/summary.json b/nnActive_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/loop_003/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f19db5467248157dc645f2d84977d94a450a54fd --- /dev/null +++ b/nnActive_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/loop_003/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7770048453912487, + "FN": 23407.158666666663, + "FP": 25169.91066666666, + "IoU": 0.6709125075795905, + "TN": 96245200.39866666, + "TP": 163183.372, + "n_pred": 188353.28266666672, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8960987848930742, + "FN": 13934.72, + "FP": 18943.86, + "IoU": 0.834050668872117, + "TN": 96243728.84, + "TP": 180353.42, + "n_pred": 199297.28, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7190432633987013, + "FN": 18836.96, + "FP": 19550.56, + "IoU": 0.5892256758073398, + "TN": 96363187.72, + "TP": 55385.6, + "n_pred": 74936.16, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.683158502291502, + "FN": 1322.86, + "FP": 588.72, + "IoU": 0.5369594954676391, + "TN": 96452671.74, + "TP": 2377.52, + "n_pred": 2966.24, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.6812696021223811, + "FN": 1622.04, + "FP": 721.06, + "IoU": 0.5315238589272478, + "TN": 96452003.12, + "TP": 2614.62, + "n_pred": 3335.68, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.6496140575325762, + "FN": 21150.3, + "FP": 15645.06, + "IoU": 0.5041359150212079, + "TN": 96383457.64, + "TP": 36707.84, + "n_pred": 52352.9, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7335063486164656, + "FN": 28312.88, + "FP": 43646.66, + "IoU": 0.6331079818713805, + "TN": 96274956.04, + "TP": 110045.26, + "n_pred": 153691.92, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.6269337886585316, + "FN": 13735.1, + "FP": 30046.6, + "IoU": 0.4966216347378241, + "TN": 96372867.2, + "TP": 40311.94, + "n_pred": 70358.54, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.869011282080247, + "FN": 26656.22, + "FP": 9568.3, + "IoU": 0.7899629799365998, + "TN": 96290550.84, + "TP": 130185.48, + "n_pred": 139753.78, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8904265397197875, + "FN": 14191.58, + "FP": 24794.24, + "IoU": 0.8100347089989355, + "TN": 96268764.02, + "TP": 149211.0, + "n_pred": 174005.24, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6885157643598302, + "FN": 6836.6, + "FP": 6367.7, + "IoU": 0.5936302727028182, + "TN": 96424015.64, + "TP": 19740.9, + "n_pred": 26108.6, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.7426371663313959, + "FN": 6438.02, + "FP": 2887.58, + "IoU": 0.6073201243435361, + "TN": 96436921.1, + "TP": 10714.14, + "n_pred": 13601.72, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.932096491947851, + "FN": 81123.86, + "FP": 118314.8, + "IoU": 0.8803111186846803, + "TN": 94979422.42, + "TP": 1278099.76, + "n_pred": 1396414.56, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.7739629490167556, + "FN": 87880.9, + "FP": 64459.32, + "IoU": 0.6595281500944021, + "TN": 96053576.86, + "TP": 251043.76, + "n_pred": 315503.08, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9063544332117839, + "FN": 18534.94, + "FP": 12253.16, + "IoU": 0.8332414059504127, + "TN": 96312338.5, + "TP": 113834.24, + "n_pred": 126087.4, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8624437066878496, + "FN": 10530.4, + "FP": 9761.04, + "IoU": 0.7640336222777165, + "TN": 96369544.3, + "TP": 67125.1, + "n_pred": 76886.14, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9199355406706448, + "FN": 3350, + "FP": 12201, + "IoU": 0.8517413314774385, + "TN": 119488429, + "TP": 89340, + "n_pred": 101541, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7755989723367389, + "FN": 10429, + "FP": 27129, + "IoU": 0.6334517489069331, + "TN": 119490856, + "TP": 64906, + "n_pred": 92035, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7209302325581395, + "FN": 1252, + "FP": 524, + "IoU": 0.5636363636363636, + "TN": 119589250, + "TP": 2294, + "n_pred": 2818, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7336297493936944, + "FN": 835, + "FP": 1801, + "IoU": 0.5793169486115545, + "TN": 119587054, + "TP": 3630, + "n_pred": 5431, + "n_ref": 4465 + }, + "13": { + "Dice": 0.5298859211694787, + "FN": 21729, + "FP": 33327, + "IoU": 0.36043864132707587, + "TN": 119507236, + "TP": 31028, + "n_pred": 64355, + "n_ref": 52757 + }, + "14": { + "Dice": 0.37798968166498953, + "FN": 188323, + "FP": 6388, + "IoU": 0.23303777873188564, + "TN": 119339447, + "TP": 59162, + "n_pred": 65550, + "n_ref": 247485 + }, + "15": { + "Dice": 0.015160990358523706, + "FN": 31469, + "FP": 149636, + "IoU": 0.00763839801861928, + "TN": 119410821, + "TP": 1394, + "n_pred": 151030, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9195015702563063, + "FN": 4652, + "FP": 19186, + "IoU": 0.850997599759976, + "TN": 119433336, + "TP": 136146, + "n_pred": 155332, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9517399558967465, + "FN": 8961, + "FP": 7409, + "IoU": 0.9079235264670645, + "TN": 119415533, + "TP": 161417, + "n_pred": 168826, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8125772964059513, + "FN": 23499, + "FP": 1506, + "IoU": 0.6843201615957581, + "TN": 119514110, + "TP": 54205, + "n_pred": 55711, + "n_ref": 77704 + }, + "5": { + "Dice": 0.10664154931195295, + "FN": 59622, + "FP": 18152, + "IoU": 0.05632401475441662, + "TN": 119510904, + "TP": 4642, + "n_pred": 22794, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9582199969175272, + "FN": 31749, + "FP": 68551, + "IoU": 0.9197911210450346, + "TN": 118342835, + "TP": 1150185, + "n_pred": 1218736, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 179475, + "IoU": 0.0, + "TN": 119413845, + "TP": 0, + "n_pred": 179475, + "n_ref": 0 + }, + "8": { + "Dice": 0.7295789621140741, + "FN": 96406, + "FP": 44515, + "IoU": 0.5742812346119105, + "TN": 119262301, + "TP": 190098, + "n_pred": 234613, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8529379111271476, + "FN": 15073, + "FP": 6121, + "IoU": 0.7435847801100962, + "TN": 119510665, + "TP": 61461, + "n_pred": 67582, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9552066822108857, + "FN": 11994, + "FP": 4566, + "IoU": 0.9142542031491905, + "TN": 72632531, + "TP": 176569, + "n_pred": 181135, + "n_ref": 188563 + }, + "10": { + "Dice": 0.6271510068293369, + "FN": 14913, + "FP": 48745, + "IoU": 0.4568244649988054, + "TN": 72708464, + "TP": 53538, + "n_pred": 102283, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6476190476190476, + "FN": 853, + "FP": 664, + "IoU": 0.4788732394366197, + "TN": 72822749, + "TP": 1394, + "n_pred": 2058, + "n_ref": 2247 + }, + "12": { + "Dice": 0.691722458916616, + "FN": 601, + "FP": 1425, + "IoU": 0.5287276110723425, + "TN": 72821361, + "TP": 2273, + "n_pred": 3698, + "n_ref": 2874 + }, + "13": { + "Dice": 0.6829183889262712, + "FN": 14661, + "FP": 18325, + "IoU": 0.5185087872949145, + "TN": 72757152, + "TP": 35522, + "n_pred": 53847, + "n_ref": 50183 + }, + "14": { + "Dice": 0.9045007552444047, + "FN": 4731, + "FP": 10506, + "IoU": 0.8256516465661258, + "TN": 72738266, + "TP": 72157, + "n_pred": 82663, + "n_ref": 76888 + }, + "15": { + "Dice": 0.7395334174022699, + "FN": 7294, + "FP": 17492, + "IoU": 0.5867140213095893, + "TN": 72765687, + "TP": 35187, + "n_pred": 52679, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9599466604736879, + "FN": 7705, + "FP": 2988, + "IoU": 0.9229782973543373, + "TN": 72686829, + "TP": 128138, + "n_pred": 131126, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9619458243509232, + "FN": 3991, + "FP": 5753, + "IoU": 0.9266817155756207, + "TN": 72692760, + "TP": 123156, + "n_pred": 128909, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8501740896561729, + "FN": 3569, + "FP": 4693, + "IoU": 0.73939374822572, + "TN": 72793957, + "TP": 23441, + "n_pred": 28134, + "n_ref": 27010 + }, + "5": { + "Dice": 0.8245537657814541, + "FN": 2010, + "FP": 811, + "IoU": 0.7014814814814815, + "TN": 72816210, + "TP": 6629, + "n_pred": 7440, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9563845272038102, + "FN": 51049, + "FP": 54456, + "IoU": 0.9164146681740363, + "TN": 71563417, + "TP": 1156738, + "n_pred": 1211194, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.882434205832564, + "FN": 34800, + "FP": 19579, + "IoU": 0.7896038071655188, + "TN": 72567200, + "TP": 204081, + "n_pred": 223660, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9249264367616551, + "FN": 4915, + "FP": 3734, + "IoU": 0.8603378116522413, + "TN": 72763732, + "TP": 53279, + "n_pred": 57013, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8510174706511549, + "FN": 13540, + "FP": 9024, + "IoU": 0.7406705053500212, + "TN": 72738651, + "TP": 64445, + "n_pred": 73469, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9610664138318272, + "FN": 12712, + "FP": 7327, + "IoU": 0.9250508662218365, + "TN": 71542120, + "TP": 247329, + "n_pred": 254656, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8510261462507472, + "FN": 16838, + "FP": 10078, + "IoU": 0.7406836486955182, + "TN": 71705692, + "TP": 76880, + "n_pred": 86958, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6618296529968454, + "FN": 1271, + "FP": 873, + "IoU": 0.4945780292314946, + "TN": 71805246, + "TP": 2098, + "n_pred": 2971, + "n_ref": 3369 + }, + "12": { + "Dice": 0.5831422544253875, + "FN": 3330, + "FP": 1215, + "IoU": 0.41157431382703263, + "TN": 71801764, + "TP": 3179, + "n_pred": 4394, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7587843605941609, + "FN": 19459, + "FP": 8797, + "IoU": 0.6113235577319871, + "TN": 71736790, + "TP": 44442, + "n_pred": 53239, + "n_ref": 63901 + }, + "14": { + "Dice": 0.878630875630055, + "FN": 109913, + "FP": 3981, + "IoU": 0.7835340357919385, + "TN": 71283336, + "TP": 412258, + "n_pred": 416239, + "n_ref": 522171 + }, + "15": { + "Dice": 0.6375359978568718, + "FN": 94989, + "FP": 2429, + "IoU": 0.4679286915867433, + "TN": 71626396, + "TP": 85674, + "n_pred": 88103, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9236934299563276, + "FN": 12145, + "FP": 10115, + "IoU": 0.858206625941945, + "TN": 71652499, + "TP": 134729, + "n_pred": 144844, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9340661688512857, + "FN": 10121, + "FP": 14567, + "IoU": 0.8762890730700233, + "TN": 71609926, + "TP": 174874, + "n_pred": 189441, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7111966987620357, + "FN": 1049, + "FP": 9449, + "IoU": 0.5518271857923497, + "TN": 71786064, + "TP": 12926, + "n_pred": 22375, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8567154410733486, + "FN": 1180, + "FP": 1885, + "IoU": 0.7493457638207393, + "TN": 71797260, + "TP": 9163, + "n_pred": 11048, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9635119294591338, + "FN": 39490, + "FP": 52057, + "IoU": 0.9295928789188558, + "TN": 70509236, + "TP": 1208705, + "n_pred": 1260762, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9340676619198783, + "FN": 15338, + "FP": 15692, + "IoU": 0.8762917012183453, + "TN": 71558656, + "TP": 219802, + "n_pred": 235494, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9334765971083337, + "FN": 6955, + "FP": 3632, + "IoU": 0.8752518646823854, + "TN": 71724621, + "TP": 74280, + "n_pred": 77912, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8772701681477053, + "FN": 12584, + "FP": 8561, + "IoU": 0.78137245778922, + "TN": 71712771, + "TP": 75572, + "n_pred": 84133, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9167850257570158, + "FN": 8285, + "FP": 29095, + "IoU": 0.8463555688913186, + "TN": 135202221, + "TP": 205909, + "n_pred": 235004, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8101900213147518, + "FN": 18046, + "FP": 13389, + "IoU": 0.6809406845032683, + "TN": 135346986, + "TP": 67089, + "n_pred": 80478, + "n_ref": 85135 + }, + "11": { + "Dice": 0.691699604743083, + "FN": 1097, + "FP": 1087, + "IoU": 0.5287009063444109, + "TN": 135440876, + "TP": 2450, + "n_pred": 3537, + "n_ref": 3547 + }, + "12": { + "Dice": 0.7294488188976378, + "FN": 2034, + "FP": 543, + "IoU": 0.5741199801685671, + "TN": 135439459, + "TP": 3474, + "n_pred": 4017, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7359810473146637, + "FN": 7643, + "FP": 15983, + "IoU": 0.5822547563476907, + "TN": 135388954, + "TP": 32930, + "n_pred": 48913, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8914826072272881, + "FN": 11031, + "FP": 21101, + "IoU": 0.8042116551707329, + "TN": 135281394, + "TP": 131984, + "n_pred": 153085, + "n_ref": 143015 + }, + "15": { + "Dice": 0.6522579975660607, + "FN": 16729, + "FP": 20132, + "IoU": 0.48396354523946183, + "TN": 135374079, + "TP": 34570, + "n_pred": 54702, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9142214273912156, + "FN": 21416, + "FP": 13886, + "IoU": 0.8419961955913617, + "TN": 135222085, + "TP": 188123, + "n_pred": 202009, + "n_ref": 209539 + }, + "3": { + "Dice": 0.925164740196608, + "FN": 21323, + "FP": 11929, + "IoU": 0.8607502701072891, + "TN": 135206716, + "TP": 205542, + "n_pred": 217471, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8560138756667232, + "FN": 4021, + "FP": 7020, + "IoU": 0.7482729531930417, + "TN": 135401649, + "TP": 32820, + "n_pred": 39840, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5879639516507923, + "FN": 14278, + "FP": 5016, + "IoU": 0.4163944343617665, + "TN": 135412450, + "TP": 13766, + "n_pred": 18782, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9648021926286655, + "FN": 53662, + "FP": 63716, + "IoU": 0.9319979097314515, + "TN": 133719416, + "TP": 1608716, + "n_pred": 1672432, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.7561088335230531, + "FN": 22284, + "FP": 91700, + "IoU": 0.6078577080538067, + "TN": 135154840, + "TP": 176686, + "n_pred": 268386, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8111467613727298, + "FN": 76763, + "FP": 22357, + "IoU": 0.682293436243934, + "TN": 135133524, + "TP": 212866, + "n_pred": 235223, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8599487163118303, + "FN": 17210, + "FP": 9116, + "IoU": 0.7543070461969202, + "TN": 135338360, + "TP": 80824, + "n_pred": 89940, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9196390844892455, + "FN": 28773, + "FP": 10976, + "IoU": 0.8512332048355103, + "TN": 105486815, + "TP": 227441, + "n_pred": 238417, + "n_ref": 256214 + }, + "10": { + "Dice": 0.27238021467301093, + "FN": 40793, + "FP": 64415, + "IoU": 0.157662129703763, + "TN": 105629105, + "TP": 19692, + "n_pred": 84107, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7152941176470589, + "FN": 645, + "FP": 807, + "IoU": 0.5567765567765568, + "TN": 105750729, + "TP": 1824, + "n_pred": 2631, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6385632327263657, + "FN": 1844, + "FP": 1054, + "IoU": 0.46903627702455114, + "TN": 105748547, + "TP": 2560, + "n_pred": 3614, + "n_ref": 4404 + }, + "13": { + "Dice": 0.5003927909513168, + "FN": 48098, + "FP": 17407, + "IoU": 0.3336825722975516, + "TN": 105655696, + "TP": 32804, + "n_pred": 50211, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9445170941959242, + "FN": 16332, + "FP": 4882, + "IoU": 0.8948672583914403, + "TN": 105552222, + "TP": 180569, + "n_pred": 185451, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8603724981781823, + "FN": 2548, + "FP": 5691, + "IoU": 0.754959402789757, + "TN": 105720382, + "TP": 25384, + "n_pred": 31075, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9303483746400573, + "FN": 13154, + "FP": 7769, + "IoU": 0.8697676445141573, + "TN": 105593346, + "TP": 139736, + "n_pred": 147505, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9169934529569208, + "FN": 9408, + "FP": 19930, + "IoU": 0.8467109044359684, + "TN": 105562615, + "TP": 162052, + "n_pred": 181982, + "n_ref": 171460 + }, + "4": { + "Dice": 0.651340043908703, + "FN": 17268, + "FP": 7983, + "IoU": 0.48295349837213586, + "TN": 105705168, + "TP": 23586, + "n_pred": 31569, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7456991178701153, + "FN": 3024, + "FP": 3347, + "IoU": 0.5945137474541752, + "TN": 105738293, + "TP": 9341, + "n_pred": 12688, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9530051994137954, + "FN": 55246, + "FP": 90852, + "IoU": 0.9102291614821916, + "TN": 104126550, + "TP": 1481357, + "n_pred": 1572209, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.7514539870626532, + "FN": 43887, + "FP": 104618, + "IoU": 0.6018632707774799, + "TN": 105381005, + "TP": 224495, + "n_pred": 329113, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9030791967497074, + "FN": 3425, + "FP": 14872, + "IoU": 0.8232856866911339, + "TN": 105650465, + "TP": 85243, + "n_pred": 100115, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8156876213624294, + "FN": 13057, + "FP": 14849, + "IoU": 0.6887436423663782, + "TN": 105664349, + "TP": 61750, + "n_pred": 76599, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9655394563382466, + "FN": 10457, + "FP": 6874, + "IoU": 0.933374851514837, + "TN": 96877753, + "TP": 242796, + "n_pred": 249670, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8329080010513197, + "FN": 14335, + "FP": 25081, + "IoU": 0.7136609640042134, + "TN": 97000225, + "TP": 98239, + "n_pred": 123320, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7600574712643678, + "FN": 916, + "FP": 754, + "IoU": 0.6129779837775203, + "TN": 97133565, + "TP": 2645, + "n_pred": 3399, + "n_ref": 3561 + }, + "12": { + "Dice": 0.800044933722759, + "FN": 957, + "FP": 823, + "IoU": 0.6667290769518817, + "TN": 97132539, + "TP": 3561, + "n_pred": 4384, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7439391091900018, + "FN": 10312, + "FP": 16938, + "IoU": 0.5922794942769507, + "TN": 97071045, + "TP": 39585, + "n_pred": 56523, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8908176628777654, + "FN": 41696, + "FP": 12911, + "IoU": 0.8031300473004154, + "TN": 96860504, + "TP": 222769, + "n_pred": 235680, + "n_ref": 264465 + }, + "15": { + "Dice": 0.3323938336741884, + "FN": 3031, + "FP": 74661, + "IoU": 0.19932394133954429, + "TN": 97040847, + "TP": 19341, + "n_pred": 94002, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9355018306374601, + "FN": 11141, + "FP": 6352, + "IoU": 0.8788195767379031, + "TN": 96993525, + "TP": 126862, + "n_pred": 133214, + "n_ref": 138003 + }, + "3": { + "Dice": 0.930609342417574, + "FN": 13200, + "FP": 8463, + "IoU": 0.8702239315624888, + "TN": 96970954, + "TP": 145263, + "n_pred": 153726, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9103179846096163, + "FN": 2003, + "FP": 3020, + "IoU": 0.8353978240922795, + "TN": 97107364, + "TP": 25493, + "n_pred": 28513, + "n_ref": 27496 + }, + "5": { + "Dice": 0.7935824062761238, + "FN": 2292, + "FP": 4128, + "IoU": 0.6578007568892916, + "TN": 97119119, + "TP": 12341, + "n_pred": 16469, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9496692734980267, + "FN": 45085, + "FP": 109167, + "IoU": 0.9041621363023529, + "TN": 95528370, + "TP": 1455258, + "n_pred": 1564425, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9396321083202147, + "FN": 11917, + "FP": 19221, + "IoU": 0.8861378354560447, + "TN": 96864409, + "TP": 242333, + "n_pred": 261554, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9284058250554538, + "FN": 7723, + "FP": 10836, + "IoU": 0.866378193128474, + "TN": 96998988, + "TP": 120333, + "n_pred": 131169, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8180663670520422, + "FN": 6418, + "FP": 21231, + "IoU": 0.6921423879034863, + "TN": 97048069, + "TP": 62162, + "n_pred": 83393, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9540901830003082, + "FN": 3285, + "FP": 13097, + "IoU": 0.9122107542094038, + "TN": 130580186, + "TP": 170224, + "n_pred": 183321, + "n_ref": 173509 + }, + "10": { + "Dice": 0.7869507736805844, + "FN": 13854, + "FP": 20471, + "IoU": 0.6487377070989265, + "TN": 130669073, + "TP": 63394, + "n_pred": 83865, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7343111324837701, + "FN": 995, + "FP": 1215, + "IoU": 0.5801671732522796, + "TN": 130761528, + "TP": 3054, + "n_pred": 4269, + "n_ref": 4049 + }, + "12": { + "Dice": 0.7723300251814545, + "FN": 721, + "FP": 816, + "IoU": 0.6291023166023166, + "TN": 130762648, + "TP": 2607, + "n_pred": 3423, + "n_ref": 3328 + }, + "13": { + "Dice": 0.6980532346320201, + "FN": 19970, + "FP": 15843, + "IoU": 0.5361611190260329, + "TN": 130689582, + "TP": 41397, + "n_pred": 57240, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9117136889801409, + "FN": 4897, + "FP": 25031, + "IoU": 0.8377516833100218, + "TN": 130582334, + "TP": 154530, + "n_pred": 179561, + "n_ref": 159427 + }, + "15": { + "Dice": 0.6574688177346295, + "FN": 3462, + "FP": 22929, + "IoU": 0.4897233125157099, + "TN": 130715073, + "TP": 25328, + "n_pred": 48257, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9077937371601468, + "FN": 7916, + "FP": 24265, + "IoU": 0.8311559529056224, + "TN": 130576196, + "TP": 158415, + "n_pred": 182680, + "n_ref": 166331 + }, + "3": { + "Dice": 0.8919470670713759, + "FN": 25147, + "FP": 8992, + "IoU": 0.804967922167696, + "TN": 130591749, + "TP": 140904, + "n_pred": 149896, + "n_ref": 166051 + }, + "4": { + "Dice": 0.711719044688412, + "FN": 12011, + "FP": 2510, + "IoU": 0.552456389077236, + "TN": 130734346, + "TP": 17925, + "n_pred": 20435, + "n_ref": 29936 + }, + "5": { + "Dice": 0.7113472460485335, + "FN": 9954, + "FP": 7377, + "IoU": 0.552008478519361, + "TN": 130728106, + "TP": 21355, + "n_pred": 28732, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9617340530890541, + "FN": 33426, + "FP": 70317, + "IoU": 0.9262887374380429, + "TN": 129359368, + "TP": 1303681, + "n_pred": 1373998, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9169797925291594, + "FN": 28368, + "FP": 47173, + "IoU": 0.8466876113702139, + "TN": 130274066, + "TP": 417185, + "n_pred": 464358, + "n_ref": 445553 + }, + "8": { + "Dice": 0.87699882554883, + "FN": 16653, + "FP": 43253, + "IoU": 0.7809420377297775, + "TN": 130493321, + "TP": 213565, + "n_pred": 256818, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8773461501836826, + "FN": 14501, + "FP": 9972, + "IoU": 0.7814930223837288, + "TN": 130654791, + "TP": 87528, + "n_pred": 97500, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7842301545018647, + "FN": 21996, + "FP": 76419, + "IoU": 0.6450482033304119, + "TN": 71958745, + "TP": 178848, + "n_pred": 255267, + "n_ref": 200844 + }, + "10": { + "Dice": 0.4028925467532563, + "FN": 35335, + "FP": 45668, + "IoU": 0.2522638949146597, + "TN": 72127677, + "TP": 27328, + "n_pred": 72996, + "n_ref": 62663 + }, + "11": { + "Dice": 0.583099310696962, + "FN": 1545, + "FP": 88, + "IoU": 0.41153153153153155, + "TN": 72233233, + "TP": 1142, + "n_pred": 1230, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6551428571428571, + "FN": 1778, + "FP": 636, + "IoU": 0.4871468026343743, + "TN": 72231301, + "TP": 2293, + "n_pred": 2929, + "n_ref": 4071 + }, + "13": { + "Dice": 0.5617074531445545, + "FN": 33185, + "FP": 24951, + "IoU": 0.39053769302540126, + "TN": 72140619, + "TP": 37253, + "n_pred": 62204, + "n_ref": 70438 + }, + "14": { + "Dice": 0.18980560847590927, + "FN": 12424, + "FP": 511933, + "IoU": 0.10485371591285436, + "TN": 71650230, + "TP": 61421, + "n_pred": 573354, + "n_ref": 73845 + }, + "15": { + "Dice": 0.24394367380369839, + "FN": 5085, + "FP": 138915, + "IoU": 0.13891563167116144, + "TN": 72068777, + "TP": 23231, + "n_pred": 162146, + "n_ref": 28316 + }, + "2": { + "Dice": 0.607320831336415, + "FN": 68370, + "FP": 7829, + "IoU": 0.4360809330688849, + "TN": 72100884, + "TP": 58925, + "n_pred": 66754, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7818878617778586, + "FN": 9314, + "FP": 79356, + "IoU": 0.6418849605415142, + "TN": 71988406, + "TP": 158932, + "n_pred": 238288, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 20904, + "IoU": 0.0, + "TN": 72215104, + "TP": 0, + "n_pred": 20904, + "n_ref": 0 + }, + "5": { + "Dice": 0.8379958246346555, + "FN": 199, + "FP": 2905, + "IoU": 0.7211642112827884, + "TN": 72224876, + "TP": 8028, + "n_pred": 10933, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7791787306144099, + "FN": 227181, + "FP": 500946, + "IoU": 0.6382414446355049, + "TN": 70223265, + "TP": 1284616, + "n_pred": 1785562, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.526251026872717, + "FN": 114731, + "FP": 289528, + "IoU": 0.35708321869498355, + "TN": 71607219, + "TP": 224530, + "n_pred": 514058, + "n_ref": 339261 + }, + "8": { + "Dice": 0.931734193874592, + "FN": 4925, + "FP": 4256, + "IoU": 0.8721932205749287, + "TN": 72164173, + "TP": 62654, + "n_pred": 66910, + "n_ref": 67579 + }, + "9": { + "Dice": 0.6393815472522548, + "FN": 21086, + "FP": 11101, + "IoU": 0.46991979710479076, + "TN": 72175287, + "TP": 28534, + "n_pred": 39635, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7569596108374106, + "FN": 21925, + "FP": 21142, + "IoU": 0.6089581782192601, + "TN": 52442986, + "TP": 67067, + "n_pred": 88209, + "n_ref": 88992 + }, + "10": { + "Dice": 0.10441857837043733, + "FN": 44412, + "FP": 3138, + "IoU": 0.05508525098366519, + "TN": 52502798, + "TP": 2772, + "n_pred": 5910, + "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": 0.00620989443179466, + "FN": 4051, + "FP": 750, + "IoU": 0.0031146179401993356, + "TN": 52548304, + "TP": 15, + "n_pred": 765, + "n_ref": 4066 + }, + "13": { + "Dice": 0.3813756244916928, + "FN": 15050, + "FP": 6248, + "IoU": 0.23561712665542117, + "TN": 52525257, + "TP": 6565, + "n_pred": 12813, + "n_ref": 21615 + }, + "14": { + "Dice": 0.4238995478717174, + "FN": 37742, + "FP": 11442, + "IoU": 0.2689546515257361, + "TN": 52485841, + "TP": 18095, + "n_pred": 29537, + "n_ref": 55837 + }, + "15": { + "Dice": 0.13087248322147652, + "FN": 20043, + "FP": 49369, + "IoU": 0.07001795332136446, + "TN": 52478482, + "TP": 5226, + "n_pred": 54595, + "n_ref": 25269 + }, + "2": { + "Dice": 0.6303543247914631, + "FN": 67971, + "FP": 10731, + "IoU": 0.4602316761198022, + "TN": 52407313, + "TP": 67105, + "n_pred": 77836, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7948467260688302, + "FN": 21551, + "FP": 41190, + "IoU": 0.6595399467123935, + "TN": 52368837, + "TP": 121542, + "n_pred": 162732, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 908, + "IoU": 0.0, + "TN": 52550332, + "TP": 0, + "n_pred": 908, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7406962785114045, + "FN": 1346, + "FP": 2110, + "IoU": 0.5881792183031459, + "TN": 52544728, + "TP": 4936, + "n_pred": 7046, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9252978781266306, + "FN": 61715, + "FP": 53105, + "IoU": 0.8609807864840683, + "TN": 51727191, + "TP": 711109, + "n_pred": 764214, + "n_ref": 772824 + }, + "7": { + "Dice": 0.4810317964516026, + "FN": 125296, + "FP": 20929, + "IoU": 0.31668325599435493, + "TN": 52339127, + "TP": 67768, + "n_pred": 88697, + "n_ref": 193064 + }, + "8": { + "Dice": 0.9016548291584168, + "FN": 9895, + "FP": 933, + "IoU": 0.8209211940792194, + "TN": 52492655, + "TP": 49637, + "n_pred": 50570, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8306838592070342, + "FN": 16116, + "FP": 9148, + "IoU": 0.7104014305692473, + "TN": 52465882, + "TP": 61974, + "n_pred": 71122, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9119040369813817, + "FN": 14180, + "FP": 39638, + "IoU": 0.838073173667108, + "TN": 143804890, + "TP": 278542, + "n_pred": 318180, + "n_ref": 292722 + }, + "10": { + "Dice": 0.7356591728141957, + "FN": 35304, + "FP": 9953, + "IoU": 0.5818519476679725, + "TN": 144029018, + "TP": 62975, + "n_pred": 72928, + "n_ref": 98279 + }, + "11": { + "Dice": 0.6782452999104744, + "FN": 2831, + "FP": 763, + "IoU": 0.5131400704416147, + "TN": 144129868, + "TP": 3788, + "n_pred": 4551, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6350141890416939, + "FN": 2737, + "FP": 607, + "IoU": 0.46521669598592674, + "TN": 144130997, + "TP": 2909, + "n_pred": 3516, + "n_ref": 5646 + }, + "13": { + "Dice": 0.781741857171758, + "FN": 27018, + "FP": 16136, + "IoU": 0.641688185524382, + "TN": 144016813, + "TP": 77283, + "n_pred": 93419, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9593299502823697, + "FN": 18199, + "FP": 15029, + "IoU": 0.921838723563409, + "TN": 143712129, + "TP": 391893, + "n_pred": 406922, + "n_ref": 410092 + }, + "15": { + "Dice": 0.781546363386224, + "FN": 1363, + "FP": 10546, + "IoU": 0.6414247862218475, + "TN": 144104038, + "TP": 21303, + "n_pred": 31849, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9585173593845974, + "FN": 6954, + "FP": 4392, + "IoU": 0.9203392567524872, + "TN": 143994821, + "TP": 131083, + "n_pred": 135475, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9605517145577515, + "FN": 8242, + "FP": 5389, + "IoU": 0.9240976468098849, + "TN": 143957664, + "TP": 165955, + "n_pred": 171344, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9144054116380967, + "FN": 3588, + "FP": 5320, + "IoU": 0.8423083731633918, + "TN": 144080760, + "TP": 47582, + "n_pred": 52902, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7654811214185465, + "FN": 9770, + "FP": 3932, + "IoU": 0.6200643300798581, + "TN": 144101186, + "TP": 22362, + "n_pred": 26294, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9010223906482228, + "FN": 36390, + "FP": 254098, + "IoU": 0.8198732922135541, + "TN": 142524563, + "TP": 1322199, + "n_pred": 1576297, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9081707931130046, + "FN": 16394, + "FP": 30658, + "IoU": 0.8317883304316117, + "TN": 143857531, + "TP": 232667, + "n_pred": 263325, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8219593196600422, + "FN": 35449, + "FP": 48450, + "IoU": 0.697734240741875, + "TN": 143859683, + "TP": 193668, + "n_pred": 242118, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8808873420532178, + "FN": 9165, + "FP": 13902, + "IoU": 0.7871301747845185, + "TN": 144028888, + "TP": 85295, + "n_pred": 99197, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9346772568929652, + "FN": 7546, + "FP": 21313, + "IoU": 0.877365345798364, + "TN": 111543595, + "TP": 206466, + "n_pred": 227779, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6363025883295437, + "FN": 18997, + "FP": 11874, + "IoU": 0.4666010090538392, + "TN": 111721044, + "TP": 27005, + "n_pred": 38879, + "n_ref": 46002 + }, + "11": { + "Dice": 0.69632, + "FN": 1619, + "FP": 279, + "IoU": 0.5341188021600393, + "TN": 111774846, + "TP": 2176, + "n_pred": 2455, + "n_ref": 3795 + }, + "12": { + "Dice": 0.6914103923647932, + "FN": 2052, + "FP": 276, + "IoU": 0.5283630470016207, + "TN": 111773984, + "TP": 2608, + "n_pred": 2884, + "n_ref": 4660 + }, + "13": { + "Dice": 0.6710486891385767, + "FN": 17109, + "FP": 18023, + "IoU": 0.5049460304934758, + "TN": 111707954, + "TP": 35834, + "n_pred": 53857, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7037586102397353, + "FN": 6052, + "FP": 66286, + "IoU": 0.5429224956085479, + "TN": 111620658, + "TP": 85924, + "n_pred": 152210, + "n_ref": 91976 + }, + "15": { + "Dice": 0.5014549637950869, + "FN": 3322, + "FP": 11412, + "IoU": 0.3346278901734104, + "TN": 111756776, + "TP": 7410, + "n_pred": 18822, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9359614604104537, + "FN": 20669, + "FP": 4734, + "IoU": 0.8796311652127765, + "TN": 111567877, + "TP": 185640, + "n_pred": 190374, + "n_ref": 206309 + }, + "3": { + "Dice": 0.8647485420387785, + "FN": 3163, + "FP": 15692, + "IoU": 0.7617242294423172, + "TN": 111699789, + "TP": 60276, + "n_pred": 75968, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8782983165861934, + "FN": 1853, + "FP": 2810, + "IoU": 0.7830052585043511, + "TN": 111757431, + "TP": 16826, + "n_pred": 19636, + "n_ref": 18679 + }, + "5": { + "Dice": 0.6508221225710015, + "FN": 11177, + "FP": 5175, + "IoU": 0.48238422335475295, + "TN": 111747329, + "TP": 15239, + "n_pred": 20414, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9695063164590739, + "FN": 37586, + "FP": 37723, + "IoU": 0.9408173305126037, + "TN": 110506436, + "TP": 1197175, + "n_pred": 1234898, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.8248382802830387, + "FN": 61790, + "FP": 13216, + "IoU": 0.7018934215128295, + "TN": 111527312, + "TP": 176602, + "n_pred": 189818, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8224194871963578, + "FN": 52253, + "FP": 44910, + "IoU": 0.6983976706937012, + "TN": 111456764, + "TP": 224993, + "n_pred": 269903, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8582609426847174, + "FN": 13995, + "FP": 7918, + "IoU": 0.7517137450853757, + "TN": 111690663, + "TP": 66344, + "n_pred": 74262, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9216851118431605, + "FN": 15997, + "FP": 9393, + "IoU": 0.8547457908316505, + "TN": 198913078, + "TP": 149407, + "n_pred": 158800, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7602879803135859, + "FN": 17401, + "FP": 11433, + "IoU": 0.6132778969957081, + "TN": 199013315, + "TP": 45726, + "n_pred": 57159, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7374617910109815, + "FN": 1178, + "FP": 1141, + "IoU": 0.5841104734576757, + "TN": 199082299, + "TP": 3257, + "n_pred": 4398, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7043112207867614, + "FN": 909, + "FP": 1128, + "IoU": 0.5435805511987453, + "TN": 199083412, + "TP": 2426, + "n_pred": 3554, + "n_ref": 3335 + }, + "13": { + "Dice": 0.34022688485091857, + "FN": 25427, + "FP": 14005, + "IoU": 0.2049839714510373, + "TN": 199038276, + "TP": 10167, + "n_pred": 24172, + "n_ref": 35594 + }, + "14": { + "Dice": 0.511090151860369, + "FN": 22834, + "FP": 23301, + "IoU": 0.34326467280673034, + "TN": 199017626, + "TP": 24114, + "n_pred": 47415, + "n_ref": 46948 + }, + "15": { + "Dice": 0.692559219693451, + "FN": 64012, + "FP": 2180, + "IoU": 0.5297059951970216, + "TN": 198947129, + "TP": 74554, + "n_pred": 76734, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9359485549826119, + "FN": 4700, + "FP": 12392, + "IoU": 0.879608367965063, + "TN": 198945905, + "TP": 124878, + "n_pred": 137270, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9556874086014054, + "FN": 7801, + "FP": 4350, + "IoU": 0.9151353880752334, + "TN": 198944694, + "TP": 131030, + "n_pred": 135380, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8038524145415085, + "FN": 2305, + "FP": 4925, + "IoU": 0.6720344749376276, + "TN": 199065830, + "TP": 14815, + "n_pred": 19740, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6340883385052638, + "FN": 9136, + "FP": 3481, + "IoU": 0.46422353390802157, + "TN": 199064326, + "TP": 10932, + "n_pred": 14413, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9570842323000599, + "FN": 47551, + "FP": 51766, + "IoU": 0.9177004144935175, + "TN": 197881101, + "TP": 1107457, + "n_pred": 1159223, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8256106921930736, + "FN": 19040, + "FP": 38893, + "IoU": 0.7030127800931978, + "TN": 198892806, + "TP": 137136, + "n_pred": 176029, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8687832140722673, + "FN": 10784, + "FP": 21710, + "IoU": 0.7680077107057438, + "TN": 198947810, + "TP": 107571, + "n_pred": 129281, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8918087563264705, + "FN": 12653, + "FP": 9365, + "IoU": 0.8047426483629527, + "TN": 198975111, + "TP": 90746, + "n_pred": 100111, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9260916632725246, + "FN": 11570, + "FP": 16012, + "IoU": 0.8623563404811689, + "TN": 130874805, + "TP": 172805, + "n_pred": 188817, + "n_ref": 184375 + }, + "10": { + "Dice": 0.738226907457012, + "FN": 14373, + "FP": 34099, + "IoU": 0.5850710494778292, + "TN": 130958372, + "TP": 68348, + "n_pred": 102447, + "n_ref": 82721 + }, + "11": { + "Dice": 0.706298828125, + "FN": 1178, + "FP": 1228, + "IoU": 0.5459520664276278, + "TN": 131069893, + "TP": 2893, + "n_pred": 4121, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7434900893898173, + "FN": 809, + "FP": 1831, + "IoU": 0.591710485617074, + "TN": 131068726, + "TP": 3826, + "n_pred": 5657, + "n_ref": 4635 + }, + "13": { + "Dice": 0.5220486908589802, + "FN": 49244, + "FP": 25672, + "IoU": 0.3532245532245532, + "TN": 130959362, + "TP": 40914, + "n_pred": 66586, + "n_ref": 90158 + }, + "14": { + "Dice": 0.2572510485460065, + "FN": 12421, + "FP": 242766, + "IoU": 0.14761222397028514, + "TN": 130775813, + "TP": 44192, + "n_pred": 286958, + "n_ref": 56613 + }, + "15": { + "Dice": 0.5083022770287409, + "FN": 1528, + "FP": 48872, + "IoU": 0.34075420857804345, + "TN": 130998741, + "TP": 26051, + "n_pred": 74923, + "n_ref": 27579 + }, + "2": { + "Dice": 0.8017507245978182, + "FN": 43661, + "FP": 14000, + "IoU": 0.6691017812873015, + "TN": 130900936, + "TP": 116595, + "n_pred": 130595, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7957935750813783, + "FN": 11971, + "FP": 79432, + "IoU": 0.6608448174781635, + "TN": 130805690, + "TP": 178099, + "n_pred": 257531, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8596210842243481, + "FN": 15797, + "FP": 2912, + "IoU": 0.7538030318980945, + "TN": 130999200, + "TP": 57283, + "n_pred": 60195, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7731256791017748, + "FN": 4026, + "FP": 2238, + "IoU": 0.6301588238767196, + "TN": 131058255, + "TP": 10673, + "n_pred": 12911, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8447662703890403, + "FN": 40824, + "FP": 483676, + "IoU": 0.7312513898581602, + "TN": 129123554, + "TP": 1427138, + "n_pred": 1910814, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.609394254551175, + "FN": 219351, + "FP": 495745, + "IoU": 0.4382221607710171, + "TN": 129802276, + "TP": 557820, + "n_pred": 1053565, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9078406892051434, + "FN": 7845, + "FP": 16588, + "IoU": 0.8312346744949058, + "TN": 130930417, + "TP": 120342, + "n_pred": 136930, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7023527476143469, + "FN": 22854, + "FP": 13328, + "IoU": 0.5412509033738636, + "TN": 130996321, + "TP": 42689, + "n_pred": 56017, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7882583639397748, + "FN": 5101, + "FP": 107954, + "IoU": 0.6505168597677841, + "TN": 101293708, + "TP": 210437, + "n_pred": 318391, + "n_ref": 215538 + }, + "10": { + "Dice": 0.7807652418284619, + "FN": 10817, + "FP": 8842, + "IoU": 0.6403731821092107, + "TN": 101562535, + "TP": 35006, + "n_pred": 43848, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8189346692567222, + "FN": 954, + "FP": 817, + "IoU": 0.6933864265927978, + "TN": 101611424, + "TP": 4005, + "n_pred": 4822, + "n_ref": 4959 + }, + "12": { + "Dice": 0.8213507625272332, + "FN": 1343, + "FP": 461, + "IoU": 0.6968576709796673, + "TN": 101611249, + "TP": 4147, + "n_pred": 4608, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7673025878017213, + "FN": 7617, + "FP": 24206, + "IoU": 0.6224581800925376, + "TN": 101532910, + "TP": 52467, + "n_pred": 76673, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9210674542160788, + "FN": 1266, + "FP": 9104, + "IoU": 0.8536840025961565, + "TN": 101546326, + "TP": 60504, + "n_pred": 69608, + "n_ref": 61770 + }, + "15": { + "Dice": 0.8520138281477779, + "FN": 2582, + "FP": 8077, + "IoU": 0.7421812640592119, + "TN": 101575857, + "TP": 30684, + "n_pred": 38761, + "n_ref": 33266 + }, + "2": { + "Dice": 0.6998039193882581, + "FN": 77944, + "FP": 3045, + "IoU": 0.5382295253951239, + "TN": 101441812, + "TP": 94399, + "n_pred": 97444, + "n_ref": 172343 + }, + "3": { + "Dice": 0.8097477178949731, + "FN": 7049, + "FP": 70920, + "IoU": 0.6803160389349472, + "TN": 101373306, + "TP": 165925, + "n_pred": 236845, + "n_ref": 172974 + }, + "4": { + "Dice": 0.336063809297214, + "FN": 1382, + "FP": 57219, + "IoU": 0.2019691687547663, + "TN": 101543768, + "TP": 14831, + "n_pred": 72050, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7833571477172212, + "FN": 7345, + "FP": 5391, + "IoU": 0.6438677926290476, + "TN": 101581438, + "TP": 23026, + "n_pred": 28417, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8804120482084614, + "FN": 249220, + "FP": 99727, + "IoU": 0.7863714921187269, + "TN": 99983771, + "TP": 1284482, + "n_pred": 1384209, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9076638355913563, + "FN": 36210, + "FP": 43469, + "IoU": 0.8309381902436023, + "TN": 101145899, + "TP": 391622, + "n_pred": 435091, + "n_ref": 427832 + }, + "8": { + "Dice": 0.8851911282018657, + "FN": 44106, + "FP": 4619, + "IoU": 0.7940294974277465, + "TN": 101380637, + "TP": 187838, + "n_pred": 192457, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8954762044826167, + "FN": 4887, + "FP": 12881, + "IoU": 0.8107350951757049, + "TN": 101523321, + "TP": 76111, + "n_pred": 88992, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9707033209591652, + "FN": 8414, + "FP": 3850, + "IoU": 0.9430743737206355, + "TN": 118966773, + "TP": 203175, + "n_pred": 207025, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7530537944175391, + "FN": 14352, + "FP": 29194, + "IoU": 0.6039184297174874, + "TN": 119072270, + "TP": 66396, + "n_pred": 95590, + "n_ref": 80748 + }, + "11": { + "Dice": 0.647749220026742, + "FN": 1858, + "FP": 513, + "IoU": 0.4790156009668205, + "TN": 119177661, + "TP": 2180, + "n_pred": 2693, + "n_ref": 4038 + }, + "12": { + "Dice": 0.6329321663019694, + "FN": 1821, + "FP": 863, + "IoU": 0.46298519407763106, + "TN": 119177214, + "TP": 2314, + "n_pred": 3177, + "n_ref": 4135 + }, + "13": { + "Dice": 0.7438679433208059, + "FN": 5068, + "FP": 14219, + "IoU": 0.5921892840529454, + "TN": 119134918, + "TP": 28007, + "n_pred": 42226, + "n_ref": 33075 + }, + "14": { + "Dice": 0.3592612634629148, + "FN": 45286, + "FP": 28126, + "IoU": 0.21896311427446724, + "TN": 119088219, + "TP": 20581, + "n_pred": 48707, + "n_ref": 65867 + }, + "15": { + "Dice": 0.292230551223357, + "FN": 3294, + "FP": 81116, + "IoU": 0.17111826858871126, + "TN": 119080376, + "TP": 17426, + "n_pred": 98542, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9400161818287581, + "FN": 15728, + "FP": 6958, + "IoU": 0.8868212568098821, + "TN": 118981768, + "TP": 177758, + "n_pred": 184716, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9274034184400514, + "FN": 20306, + "FP": 7357, + "IoU": 0.8646339494120583, + "TN": 118977855, + "TP": 176694, + "n_pred": 184051, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8176050657902657, + "FN": 9379, + "FP": 5772, + "IoU": 0.691482213036307, + "TN": 119133103, + "TP": 33958, + "n_pred": 39730, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8795583321226209, + "FN": 2587, + "FP": 1558, + "IoU": 0.7850103734439834, + "TN": 119162932, + "TP": 15135, + "n_pred": 16693, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9616889289165755, + "FN": 43236, + "FP": 91866, + "IoU": 0.9262050224631645, + "TN": 117351437, + "TP": 1695673, + "n_pred": 1787539, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.8646128956149516, + "FN": 41104, + "FP": 39232, + "IoU": 0.7615137535697535, + "TN": 118845354, + "TP": 256522, + "n_pred": 295754, + "n_ref": 297626 + }, + "8": { + "Dice": 0.950608795127205, + "FN": 4052, + "FP": 4065, + "IoU": 0.905866935717682, + "TN": 119095983, + "TP": 78112, + "n_pred": 82177, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9250902145201555, + "FN": 8998, + "FP": 3395, + "IoU": 0.8606212605155428, + "TN": 119093296, + "TP": 76523, + "n_pred": 79918, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7853, + "IoU": 0.0, + "TN": 61324627, + "TP": 0, + "n_pred": 7853, + "n_ref": 0 + }, + "10": { + "Dice": 0.7315653669724771, + "FN": 8911, + "FP": 9815, + "IoU": 0.576746603982551, + "TN": 61288237, + "TP": 25517, + "n_pred": 35332, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8332413031474324, + "FN": 846, + "FP": 362, + "IoU": 0.7141504969238051, + "TN": 61328254, + "TP": 3018, + "n_pred": 3380, + "n_ref": 3864 + }, + "12": { + "Dice": 0.5899727944034201, + "FN": 2573, + "FP": 592, + "IoU": 0.418412348401323, + "TN": 61327038, + "TP": 2277, + "n_pred": 2869, + "n_ref": 4850 + }, + "13": { + "Dice": 0.6048030397482709, + "FN": 22135, + "FP": 17804, + "IoU": 0.43348936170212765, + "TN": 61261980, + "TP": 30561, + "n_pred": 48365, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9517093213539038, + "FN": 14974, + "FP": 10965, + "IoU": 0.9078677705911394, + "TN": 61050939, + "TP": 255602, + "n_pred": 266567, + "n_ref": 270576 + }, + "15": { + "Dice": 0.7019188686110217, + "FN": 31671, + "FP": 24858, + "IoU": 0.5407357457387517, + "TN": 61209394, + "TP": 66557, + "n_pred": 91415, + "n_ref": 98228 + }, + "2": { + "Dice": 0.7204897965361576, + "FN": 65739, + "FP": 8128, + "IoU": 0.563098125036967, + "TN": 61163410, + "TP": 95203, + "n_pred": 103331, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7699571385852411, + "FN": 12778, + "FP": 56458, + "IoU": 0.6259596008708664, + "TN": 61147377, + "TP": 115867, + "n_pred": 172325, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9337225518235753, + "FN": 2686, + "FP": 2922, + "IoU": 0.8756844228680366, + "TN": 61287369, + "TP": 39503, + "n_pred": 42425, + "n_ref": 42189 + }, + "5": { + "Dice": 0.8096727353959566, + "FN": 1323, + "FP": 2085, + "IoU": 0.6802101904851271, + "TN": 61321823, + "TP": 7249, + "n_pred": 9334, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9352838421703601, + "FN": 28707, + "FP": 134229, + "IoU": 0.8784349098983153, + "TN": 59992161, + "TP": 1177383, + "n_pred": 1311612, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.5567614703514892, + "FN": 121225, + "FP": 10931, + "IoU": 0.38577231615835805, + "TN": 61117322, + "TP": 83002, + "n_pred": 93933, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9425078331387848, + "FN": 5507, + "FP": 3851, + "IoU": 0.8912669641197248, + "TN": 61246416, + "TP": 76706, + "n_pred": 80557, + "n_ref": 82213 + }, + "9": { + "Dice": 0.878411244236881, + "FN": 4502, + "FP": 11796, + "IoU": 0.7831847811626979, + "TN": 61257310, + "TP": 58872, + "n_pred": 70668, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9787045001810938, + "FN": 4215, + "FP": 3311, + "IoU": 0.9582970847855841, + "TN": 148927033, + "TP": 172941, + "n_pred": 176252, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8170995019887028, + "FN": 11685, + "FP": 15676, + "IoU": 0.6907592847939601, + "TN": 149019022, + "TP": 61117, + "n_pred": 76793, + "n_ref": 72802 + }, + "11": { + "Dice": 0.7797988444254227, + "FN": 782, + "FP": 247, + "IoU": 0.6390740091196071, + "TN": 149104649, + "TP": 1822, + "n_pred": 2069, + "n_ref": 2604 + }, + "12": { + "Dice": 0.6446051167964405, + "FN": 938, + "FP": 340, + "IoU": 0.4755847353303242, + "TN": 149105063, + "TP": 1159, + "n_pred": 1499, + "n_ref": 2097 + }, + "13": { + "Dice": 0.7220935123969536, + "FN": 26862, + "FP": 17401, + "IoU": 0.5650597437308388, + "TN": 149005732, + "TP": 57505, + "n_pred": 74906, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9195339215603495, + "FN": 5942, + "FP": 9306, + "IoU": 0.851053022310788, + "TN": 149005128, + "TP": 87124, + "n_pred": 96430, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8238250348999535, + "FN": 2635, + "FP": 12509, + "IoU": 0.7004272827979111, + "TN": 149056948, + "TP": 35408, + "n_pred": 47917, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9365169892919121, + "FN": 3470, + "FP": 17345, + "IoU": 0.8806130233038331, + "TN": 148933151, + "TP": 153534, + "n_pred": 170879, + "n_ref": 157004 + }, + "3": { + "Dice": 0.7689765279256064, + "FN": 18905, + "FP": 5839, + "IoU": 0.6246643913538111, + "TN": 149041575, + "TP": 41181, + "n_pred": 47020, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9119661799819939, + "FN": 2535, + "FP": 1963, + "IoU": 0.8381781551302345, + "TN": 149079704, + "TP": 23298, + "n_pred": 25261, + "n_ref": 25833 + }, + "5": { + "Dice": 0.4908191498281211, + "FN": 22008, + "FP": 2284, + "IoU": 0.32522222222222225, + "TN": 149071500, + "TP": 11708, + "n_pred": 13992, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9726856418045866, + "FN": 28635, + "FP": 31876, + "IoU": 0.9468237585165383, + "TN": 147969567, + "TP": 1077422, + "n_pred": 1109298, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.9092493881792886, + "FN": 31035, + "FP": 17691, + "IoU": 0.8335997049422178, + "TN": 148814676, + "TP": 244098, + "n_pred": 261789, + "n_ref": 275133 + }, + "8": { + "Dice": 0.8963611259477273, + "FN": 26843, + "FP": 19920, + "IoU": 0.8121869816496443, + "TN": 148858513, + "TP": 202224, + "n_pred": 222144, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8712806426773626, + "FN": 11676, + "FP": 10724, + "IoU": 0.7719196424025822, + "TN": 149009289, + "TP": 75811, + "n_pred": 86535, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7843205460049403, + "FN": 170121, + "FP": 19612, + "IoU": 0.6451705204257961, + "TN": 100178084, + "TP": 344983, + "n_pred": 364595, + "n_ref": 515104 + }, + "10": { + "Dice": 0.4474618114488505, + "FN": 21071, + "FP": 21901, + "IoU": 0.2882130789107533, + "TN": 100652428, + "TP": 17400, + "n_pred": 39301, + "n_ref": 38471 + }, + "11": { + "Dice": 0.4111578142911731, + "FN": 2405, + "FP": 677, + "IoU": 0.2587782587782588, + "TN": 100708642, + "TP": 1076, + "n_pred": 1753, + "n_ref": 3481 + }, + "12": { + "Dice": 0.47792859587087944, + "FN": 3778, + "FP": 799, + "IoU": 0.3139988009592326, + "TN": 100706128, + "TP": 2095, + "n_pred": 2894, + "n_ref": 5873 + }, + "13": { + "Dice": 0.029270662537195603, + "FN": 38432, + "FP": 9523, + "IoU": 0.014852705534327623, + "TN": 100664122, + "TP": 723, + "n_pred": 10246, + "n_ref": 39155 + }, + "14": { + "Dice": 0.6456870730301513, + "FN": 17225, + "FP": 132767, + "IoU": 0.47676357522099194, + "TN": 100426138, + "TP": 136670, + "n_pred": 269437, + "n_ref": 153895 + }, + "15": { + "Dice": 0.7779845002743907, + "FN": 8080, + "FP": 41681, + "IoU": 0.6366404521457206, + "TN": 100575853, + "TP": 87186, + "n_pred": 128867, + "n_ref": 95266 + }, + "2": { + "Dice": 0.08975236675484187, + "FN": 222078, + "FP": 2623, + "IoU": 0.04698467632825654, + "TN": 100477021, + "TP": 11078, + "n_pred": 13701, + "n_ref": 233156 + }, + "3": { + "Dice": 0.629856581297662, + "FN": 18368, + "FP": 223252, + "IoU": 0.4597012055089815, + "TN": 100265603, + "TP": 205577, + "n_pred": 428829, + "n_ref": 223945 + }, + "4": { + "Dice": 0.4164595261369455, + "FN": 35285, + "FP": 27396, + "IoU": 0.26299266296679524, + "TN": 100627752, + "TP": 22367, + "n_pred": 49763, + "n_ref": 57652 + }, + "5": { + "Dice": 0.6168898043254377, + "FN": 7488, + "FP": 3672, + "IoU": 0.4460163812360387, + "TN": 100692655, + "TP": 8985, + "n_pred": 12657, + "n_ref": 16473 + }, + "6": { + "Dice": 0.5278688319170258, + "FN": 1193432, + "FP": 389053, + "IoU": 0.3585745912875567, + "TN": 98245662, + "TP": 884653, + "n_pred": 1273706, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.6535099398847178, + "FN": 16463, + "FP": 148784, + "IoU": 0.4853433079400278, + "TN": 100391718, + "TP": 155835, + "n_pred": 304619, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9378557569404213, + "FN": 4011, + "FP": 9505, + "IoU": 0.8829834206311415, + "TN": 100597295, + "TP": 101989, + "n_pred": 111494, + "n_ref": 106000 + }, + "9": { + "Dice": 0.773830914997022, + "FN": 24552, + "FP": 20635, + "IoU": 0.6310964160339619, + "TN": 100590310, + "TP": 77303, + "n_pred": 97938, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8136773115111376, + "FN": 924, + "FP": 34299, + "IoU": 0.6858819437632098, + "TN": 78838567, + "TP": 76910, + "n_pred": 111209, + "n_ref": 77834 + }, + "10": { + "Dice": 0.5542234518564061, + "FN": 22718, + "FP": 3384, + "IoU": 0.38333963333963333, + "TN": 78908372, + "TP": 16226, + "n_pred": 19610, + "n_ref": 38944 + }, + "11": { + "Dice": 0.46201141853315764, + "FN": 842, + "FP": 383, + "IoU": 0.3003997715591091, + "TN": 78948949, + "TP": 526, + "n_pred": 909, + "n_ref": 1368 + }, + "12": { + "Dice": 0.3691860465116279, + "FN": 1925, + "FP": 245, + "IoU": 0.22638146167557932, + "TN": 78947895, + "TP": 635, + "n_pred": 880, + "n_ref": 2560 + }, + "13": { + "Dice": 0.41976399318482993, + "FN": 42775, + "FP": 3200, + "IoU": 0.26563373532465456, + "TN": 78888095, + "TP": 16630, + "n_pred": 19830, + "n_ref": 59405 + }, + "14": { + "Dice": 0.053547713906279645, + "FN": 25011, + "FP": 54809, + "IoU": 0.027510416920490267, + "TN": 78868622, + "TP": 2258, + "n_pred": 57067, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9264543734057434, + "FN": 2823, + "FP": 6115, + "IoU": 0.8629855596774688, + "TN": 78885466, + "TP": 56296, + "n_pred": 62411, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8947046170017935, + "FN": 17559, + "FP": 1874, + "IoU": 0.8094710525025737, + "TN": 78848705, + "TP": 82562, + "n_pred": 84436, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9307104344529875, + "FN": 2425, + "FP": 9822, + "IoU": 0.8704007449814284, + "TN": 78856201, + "TP": 82252, + "n_pred": 92074, + "n_ref": 84677 + }, + "4": { + "Dice": 0.9005168676707609, + "FN": 925, + "FP": 2655, + "IoU": 0.8190365465298488, + "TN": 78930917, + "TP": 16203, + "n_pred": 18858, + "n_ref": 17128 + }, + "5": { + "Dice": 0.47318870241506344, + "FN": 23238, + "FP": 2502, + "IoU": 0.3099195710455764, + "TN": 78913400, + "TP": 11560, + "n_pred": 14062, + "n_ref": 34798 + }, + "6": { + "Dice": 0.944343730847392, + "FN": 48387, + "FP": 29256, + "IoU": 0.8945560770509435, + "TN": 78214356, + "TP": 658701, + "n_pred": 687957, + "n_ref": 707088 + }, + "7": { + "Dice": 0.5914102493813554, + "FN": 402892, + "FP": 36809, + "IoU": 0.419859827264547, + "TN": 78192778, + "TP": 318221, + "n_pred": 355030, + "n_ref": 721113 + }, + "8": { + "Dice": 0.758836912896287, + "FN": 123321, + "FP": 8751, + "IoU": 0.6113917830629761, + "TN": 78610841, + "TP": 207787, + "n_pred": 216538, + "n_ref": 331108 + }, + "9": { + "Dice": 0.695196100201969, + "FN": 24176, + "FP": 4649, + "IoU": 0.5327973807478483, + "TN": 78889003, + "TP": 32872, + "n_pred": 37521, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9684729556395862, + "FN": 2855, + "FP": 6608, + "IoU": 0.9388730629356175, + "TN": 104849631, + "TP": 145346, + "n_pred": 151954, + "n_ref": 148201 + }, + "10": { + "Dice": 0.7811304893805815, + "FN": 11967, + "FP": 30212, + "IoU": 0.6408647378369634, + "TN": 104886994, + "TP": 75267, + "n_pred": 105479, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8718682891911238, + "FN": 677, + "FP": 397, + "IoU": 0.7728426395939086, + "TN": 104999712, + "TP": 3654, + "n_pred": 4051, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7462777891087089, + "FN": 1174, + "FP": 1314, + "IoU": 0.5952497153082804, + "TN": 104998293, + "TP": 3659, + "n_pred": 4973, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8521460109521474, + "FN": 13550, + "FP": 8752, + "IoU": 0.7423818874898925, + "TN": 104917870, + "TP": 64268, + "n_pred": 73020, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9272536715800223, + "FN": 1073, + "FP": 9755, + "IoU": 0.86437366133497, + "TN": 104924603, + "TP": 69009, + "n_pred": 78764, + "n_ref": 70082 + }, + "15": { + "Dice": 0.6609501045712578, + "FN": 2238, + "FP": 20458, + "IoU": 0.49359632290597527, + "TN": 104959622, + "TP": 22122, + "n_pred": 42580, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8616292262309961, + "FN": 28355, + "FP": 17380, + "IoU": 0.7568968266624143, + "TN": 104816310, + "TP": 142395, + "n_pred": 159775, + "n_ref": 170750 + }, + "3": { + "Dice": 0.7948290959823086, + "FN": 19660, + "FP": 49459, + "IoU": 0.6595156697963567, + "TN": 104801438, + "TP": 133883, + "n_pred": 183342, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3555, + "IoU": 0.0, + "TN": 105000885, + "TP": 0, + "n_pred": 3555, + "n_ref": 0 + }, + "5": { + "Dice": 0.7186540303140376, + "FN": 8317, + "FP": 8723, + "IoU": 0.5608586964925393, + "TN": 104965637, + "TP": 21763, + "n_pred": 30486, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9525962627817659, + "FN": 22141, + "FP": 98656, + "IoU": 0.9094833529157874, + "TN": 103669912, + "TP": 1213731, + "n_pred": 1312387, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8417964117669561, + "FN": 10038, + "FP": 72674, + "IoU": 0.7268121255358924, + "TN": 104701674, + "TP": 220054, + "n_pred": 292728, + "n_ref": 230092 + }, + "8": { + "Dice": 0.8175576698974601, + "FN": 104143, + "FP": 12806, + "IoU": 0.6914144132733836, + "TN": 104625456, + "TP": 262035, + "n_pred": 274841, + "n_ref": 366178 + }, + "9": { + "Dice": 0.8775167154480277, + "FN": 11855, + "FP": 10952, + "IoU": 0.7817637264846038, + "TN": 104899934, + "TP": 81699, + "n_pred": 92651, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9422931372513402, + "FN": 29058, + "FP": 18595, + "IoU": 0.8908830701945204, + "TN": 177239573, + "TP": 389062, + "n_pred": 407657, + "n_ref": 418120 + }, + "10": { + "Dice": 0.47137473316173695, + "FN": 45132, + "FP": 15043, + "IoU": 0.30836513263757986, + "TN": 177589284, + "TP": 26829, + "n_pred": 41872, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7711330400665795, + "FN": 1500, + "FP": 425, + "IoU": 0.627515479876161, + "TN": 177671120, + "TP": 3243, + "n_pred": 3668, + "n_ref": 4743 + }, + "12": { + "Dice": 0.7589724566447186, + "FN": 1106, + "FP": 1493, + "IoU": 0.6115677776117172, + "TN": 177669597, + "TP": 4092, + "n_pred": 5585, + "n_ref": 5198 + }, + "13": { + "Dice": 0.7278104910593701, + "FN": 23193, + "FP": 17115, + "IoU": 0.572092825750016, + "TN": 177582090, + "TP": 53890, + "n_pred": 71005, + "n_ref": 77083 + }, + "14": { + "Dice": 0.895519153316838, + "FN": 1869, + "FP": 15486, + "IoU": 0.8108055074075285, + "TN": 177584557, + "TP": 74376, + "n_pred": 89862, + "n_ref": 76245 + }, + "15": { + "Dice": 0.336547339741164, + "FN": 935, + "FP": 86727, + "IoU": 0.20231855572541313, + "TN": 177566392, + "TP": 22234, + "n_pred": 108961, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9627928981577766, + "FN": 13913, + "FP": 1580, + "IoU": 0.9282552119511359, + "TN": 177460342, + "TP": 200453, + "n_pred": 202033, + "n_ref": 214366 + }, + "3": { + "Dice": 0.960418435064434, + "FN": 7908, + "FP": 8506, + "IoU": 0.9238509679843749, + "TN": 177460737, + "TP": 199137, + "n_pred": 207643, + "n_ref": 207045 + }, + "4": { + "Dice": 0.9272237196765498, + "FN": 3473, + "FP": 1387, + "IoU": 0.864321608040201, + "TN": 177640468, + "TP": 30960, + "n_pred": 32347, + "n_ref": 34433 + }, + "5": { + "Dice": 0.743727063616091, + "FN": 10003, + "FP": 4592, + "IoU": 0.5920107343527241, + "TN": 177640515, + "TP": 21178, + "n_pred": 25770, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9254556164196194, + "FN": 127571, + "FP": 142749, + "IoU": 0.8612539701115018, + "TN": 175727980, + "TP": 1677988, + "n_pred": 1820737, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8091559696880467, + "FN": 20574, + "FP": 143399, + "IoU": 0.6794810647672141, + "TN": 177164702, + "TP": 347613, + "n_pred": 491012, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8581949243678626, + "FN": 23482, + "FP": 34669, + "IoU": 0.7516124623046891, + "TN": 177442174, + "TP": 175963, + "n_pred": 210632, + "n_ref": 199445 + }, + "9": { + "Dice": 0.8941053769210713, + "FN": 16920, + "FP": 11103, + "IoU": 0.808490572484914, + "TN": 177529961, + "TP": 118304, + "n_pred": 129407, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.959545050994998, + "FN": 9811, + "FP": 5135, + "IoU": 0.9222360390640852, + "TN": 193813338, + "TP": 177251, + "n_pred": 182386, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8730150393052857, + "FN": 12250, + "FP": 9509, + "IoU": 0.7746465744912227, + "TN": 193908980, + "TP": 74796, + "n_pred": 84305, + "n_ref": 87046 + }, + "11": { + "Dice": 0.6889523033020791, + "FN": 1422, + "FP": 104, + "IoU": 0.525497512437811, + "TN": 194002319, + "TP": 1690, + "n_pred": 1794, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7983914209115281, + "FN": 972, + "FP": 532, + "IoU": 0.6644355198572066, + "TN": 194001053, + "TP": 2978, + "n_pred": 3510, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7629533678756477, + "FN": 16812, + "FP": 14298, + "IoU": 0.6167539267015707, + "TN": 193924360, + "TP": 50065, + "n_pred": 64363, + "n_ref": 66877 + }, + "14": { + "Dice": 0.9023749413812818, + "FN": 5667, + "FP": 9530, + "IoU": 0.822115834815994, + "TN": 193920103, + "TP": 70235, + "n_pred": 79765, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7173226689118081, + "FN": 518, + "FP": 15598, + "IoU": 0.5592385953396783, + "TN": 193968971, + "TP": 20448, + "n_pred": 36046, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9178870793507541, + "FN": 4647, + "FP": 19373, + "IoU": 0.8482359482410028, + "TN": 193847263, + "TP": 134252, + "n_pred": 153625, + "n_ref": 138899 + }, + "3": { + "Dice": 0.8985886084524104, + "FN": 21801, + "FP": 3649, + "IoU": 0.8158519290324447, + "TN": 193867331, + "TP": 112754, + "n_pred": 116403, + "n_ref": 134555 + }, + "4": { + "Dice": 0.913878222709819, + "FN": 1037, + "FP": 2731, + "IoU": 0.8414141414141414, + "TN": 193981775, + "TP": 19992, + "n_pred": 22723, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5647961151830084, + "FN": 14825, + "FP": 4354, + "IoU": 0.3935302302049077, + "TN": 193973911, + "TP": 12445, + "n_pred": 16799, + "n_ref": 27270 + }, + "6": { + "Dice": 0.949339603923606, + "FN": 31112, + "FP": 113406, + "IoU": 0.9035646603496597, + "TN": 192506935, + "TP": 1354082, + "n_pred": 1467488, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.8826188892261786, + "FN": 48662, + "FP": 24034, + "IoU": 0.789899597116813, + "TN": 193659529, + "TP": 273310, + "n_pred": 297344, + "n_ref": 321972 + }, + "8": { + "Dice": 0.8863850814461661, + "FN": 27223, + "FP": 27683, + "IoU": 0.7959529516695468, + "TN": 193736450, + "TP": 214179, + "n_pred": 241862, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8648389865950562, + "FN": 19836, + "FP": 4726, + "IoU": 0.7618645957554075, + "TN": 193902392, + "TP": 78581, + "n_pred": 83307, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9661261261261261, + "FN": 1851, + "FP": 6045, + "IoU": 0.9344719414430115, + "TN": 99535302, + "TP": 112602, + "n_pred": 118647, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8899934881701759, + "FN": 10182, + "FP": 5022, + "IoU": 0.8017912315694786, + "TN": 99579093, + "TP": 61503, + "n_pred": 66525, + "n_ref": 71685 + }, + "11": { + "Dice": 0.7302271596750124, + "FN": 1440, + "FP": 187, + "IoU": 0.5750848785583703, + "TN": 99651971, + "TP": 2202, + "n_pred": 2389, + "n_ref": 3642 + }, + "12": { + "Dice": 0.7016464628188891, + "FN": 1629, + "FP": 20, + "IoU": 0.54041248606466, + "TN": 99652212, + "TP": 1939, + "n_pred": 1959, + "n_ref": 3568 + }, + "13": { + "Dice": 0.7538856304985337, + "FN": 14582, + "FP": 5560, + "IoU": 0.6049891157263046, + "TN": 99604809, + "TP": 30849, + "n_pred": 36409, + "n_ref": 45431 + }, + "14": { + "Dice": 0.3669751930829713, + "FN": 33067, + "FP": 39634, + "IoU": 0.2247211380553245, + "TN": 99562026, + "TP": 21073, + "n_pred": 60707, + "n_ref": 54140 + }, + "15": { + "Dice": 0.7040957737949668, + "FN": 7717, + "FP": 17692, + "IoU": 0.5433239274609536, + "TN": 99600161, + "TP": 30230, + "n_pred": 47922, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9571374959791272, + "FN": 7633, + "FP": 1961, + "IoU": 0.917798360079854, + "TN": 99539087, + "TP": 107119, + "n_pred": 109080, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9599970374271701, + "FN": 7154, + "FP": 2568, + "IoU": 0.9230714449622953, + "TN": 99529423, + "TP": 116655, + "n_pred": 119223, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8781265116808469, + "FN": 3476, + "FP": 807, + "IoU": 0.7827322071729316, + "TN": 99636087, + "TP": 15430, + "n_pred": 16237, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8449255027727668, + "FN": 643, + "FP": 1678, + "IoU": 0.73149005090236, + "TN": 99647156, + "TP": 6323, + "n_pred": 8001, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9714434979101079, + "FN": 39454, + "FP": 37837, + "IoU": 0.9444726623537568, + "TN": 98263855, + "TP": 1314654, + "n_pred": 1352491, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.894282397959922, + "FN": 12496, + "FP": 24027, + "IoU": 0.8087801047120419, + "TN": 99464800, + "TP": 154477, + "n_pred": 178504, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9636917217919092, + "FN": 3752, + "FP": 3570, + "IoU": 0.9299276499636335, + "TN": 99551308, + "TP": 97170, + "n_pred": 100740, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9436851901090135, + "FN": 6804, + "FP": 3786, + "IoU": 0.8933749496576722, + "TN": 99556480, + "TP": 88730, + "n_pred": 92516, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.941037376139001, + "FN": 48950, + "FP": 921, + "IoU": 0.8886407838531258, + "TN": 62635681, + "TP": 397968, + "n_pred": 398889, + "n_ref": 446918 + }, + "10": { + "Dice": 0.892897049388323, + "FN": 8915, + "FP": 5942, + "IoU": 0.8065167280919947, + "TN": 63006733, + "TP": 61930, + "n_pred": 67872, + "n_ref": 70845 + }, + "11": { + "Dice": 0.774867427285875, + "FN": 1134, + "FP": 267, + "IoU": 0.6324763903462749, + "TN": 63079708, + "TP": 2411, + "n_pred": 2678, + "n_ref": 3545 + }, + "12": { + "Dice": 0.7923384318588949, + "FN": 627, + "FP": 880, + "IoU": 0.6560931081697855, + "TN": 63079138, + "TP": 2875, + "n_pred": 3755, + "n_ref": 3502 + }, + "13": { + "Dice": 0.6776736718506626, + "FN": 17375, + "FP": 9527, + "IoU": 0.5124859555652206, + "TN": 63028338, + "TP": 28280, + "n_pred": 37807, + "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": 0.9796080636093486, + "FN": 2001, + "FP": 3077, + "IoU": 0.960031169076498, + "TN": 62956471, + "TP": 121971, + "n_pred": 125048, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9823232913423859, + "FN": 1497, + "FP": 3041, + "IoU": 0.9652606598790477, + "TN": 62952890, + "TP": 126092, + "n_pred": 129133, + "n_ref": 127589 + }, + "4": { + "Dice": 0.4781538204732296, + "FN": 12300, + "FP": 205, + "IoU": 0.31419326532850717, + "TN": 63065286, + "TP": 5729, + "n_pred": 5934, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5859567677353837, + "FN": 8876, + "FP": 2540, + "IoU": 0.41438391299887145, + "TN": 63064026, + "TP": 8078, + "n_pred": 10618, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9094606071676745, + "FN": 163780, + "FP": 28534, + "IoU": 0.8339548421131702, + "TN": 61925317, + "TP": 965889, + "n_pred": 994423, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.7975824549834611, + "FN": 6678, + "FP": 69448, + "IoU": 0.6633157161495765, + "TN": 62857415, + "TP": 149979, + "n_pred": 219427, + "n_ref": 156657 + }, + "8": { + "Dice": 0.8833020212796088, + "FN": 18396, + "FP": 6326, + "IoU": 0.7909945554766494, + "TN": 62965236, + "TP": 93562, + "n_pred": 99888, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9020900339815204, + "FN": 3202, + "FP": 5413, + "IoU": 0.8216429961492278, + "TN": 63035218, + "TP": 39687, + "n_pred": 45100, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9715661088374732, + "FN": 12774, + "FP": 4769, + "IoU": 0.9447044843487498, + "TN": 109291559, + "TP": 299716, + "n_pred": 304485, + "n_ref": 312490 + }, + "10": { + "Dice": 0.5984596885020614, + "FN": 25219, + "FP": 58931, + "IoU": 0.42700140951524934, + "TN": 109461959, + "TP": 62709, + "n_pred": 121640, + "n_ref": 87928 + }, + "11": { + "Dice": 0.6188611027417897, + "FN": 2412, + "FP": 118, + "IoU": 0.4480802792321117, + "TN": 109604234, + "TP": 2054, + "n_pred": 2172, + "n_ref": 4466 + }, + "12": { + "Dice": 0.7009404388714734, + "FN": 1845, + "FP": 63, + "IoU": 0.5395752895752896, + "TN": 109604674, + "TP": 2236, + "n_pred": 2299, + "n_ref": 4081 + }, + "13": { + "Dice": 0.6472478216604303, + "FN": 31827, + "FP": 21531, + "IoU": 0.47846740299091, + "TN": 109506508, + "TP": 48952, + "n_pred": 70483, + "n_ref": 80779 + }, + "14": { + "Dice": 0.6752605386787555, + "FN": 16927, + "FP": 60008, + "IoU": 0.5097308251127934, + "TN": 109451894, + "TP": 79989, + "n_pred": 139997, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8418950650550466, + "FN": 16058, + "FP": 16800, + "IoU": 0.7269592242045521, + "TN": 109488477, + "TP": 87483, + "n_pred": 104283, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7576741610622123, + "FN": 82700, + "FP": 1326, + "IoU": 0.6098836048600891, + "TN": 109393431, + "TP": 131361, + "n_pred": 132687, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8514699490442326, + "FN": 15507, + "FP": 64798, + "IoU": 0.7413562651979967, + "TN": 109298333, + "TP": 230180, + "n_pred": 294978, + "n_ref": 245687 + }, + "4": { + "Dice": 0.7220586707304402, + "FN": 19018, + "FP": 5057, + "IoU": 0.565017074096157, + "TN": 109553471, + "TP": 31272, + "n_pred": 36329, + "n_ref": 50290 + }, + "5": { + "Dice": 0.7543118445250758, + "FN": 2964, + "FP": 1979, + "IoU": 0.6055382651025457, + "TN": 109596287, + "TP": 7588, + "n_pred": 9567, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8945059119334474, + "FN": 44792, + "FP": 239592, + "IoU": 0.8091458123470279, + "TN": 108118759, + "TP": 1205675, + "n_pred": 1445267, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.7058046669343685, + "FN": 525652, + "FP": 34821, + "IoU": 0.5453617772384406, + "TN": 108376029, + "TP": 672316, + "n_pred": 707137, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9260340711982556, + "FN": 4265, + "FP": 9338, + "IoU": 0.8622564704929321, + "TN": 109510062, + "TP": 85153, + "n_pred": 94491, + "n_ref": 89418 + }, + "9": { + "Dice": 0.6561993315906158, + "FN": 15539, + "FP": 26021, + "IoU": 0.48831597350471545, + "TN": 109527596, + "TP": 39662, + "n_pred": 65683, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9143234983429157, + "FN": 2082, + "FP": 8543, + "IoU": 0.8421693726882455, + "TN": 67000033, + "TP": 56694, + "n_pred": 65237, + "n_ref": 58776 + }, + "10": { + "Dice": 0.6757703909623233, + "FN": 33095, + "FP": 10759, + "IoU": 0.5103120987102898, + "TN": 66977797, + "TP": 45701, + "n_pred": 56460, + "n_ref": 78796 + }, + "11": { + "Dice": 0.007611798287345386, + "FN": 3114, + "FP": 15, + "IoU": 0.0038204393505253103, + "TN": 67064211, + "TP": 12, + "n_pred": 27, + "n_ref": 3126 + }, + "12": { + "Dice": 0.6100934579439252, + "FN": 1679, + "FP": 407, + "IoU": 0.4389456697149005, + "TN": 67063634, + "TP": 1632, + "n_pred": 2039, + "n_ref": 3311 + }, + "13": { + "Dice": 0.37486870384435145, + "FN": 26612, + "FP": 12073, + "IoU": 0.2306697955612123, + "TN": 67017068, + "TP": 11599, + "n_pred": 23672, + "n_ref": 38211 + }, + "14": { + "Dice": 0.829818333681353, + "FN": 11892, + "FP": 14188, + "IoU": 0.7091363311920057, + "TN": 66977688, + "TP": 63584, + "n_pred": 77772, + "n_ref": 75476 + }, + "15": { + "Dice": 0.2873555868184337, + "FN": 17881, + "FP": 48985, + "IoU": 0.16778473371750036, + "TN": 66987005, + "TP": 13481, + "n_pred": 62466, + "n_ref": 31362 + }, + "2": { + "Dice": 0.8884699301747037, + "FN": 3718, + "FP": 32013, + "IoU": 0.7993215427040568, + "TN": 66889301, + "TP": 142320, + "n_pred": 174333, + "n_ref": 146038 + }, + "3": { + "Dice": 0.8775980261494194, + "FN": 31966, + "FP": 3852, + "IoU": 0.781892803643848, + "TN": 66903130, + "TP": 128404, + "n_pred": 132256, + "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": 0.7155067155067155, + "FN": 2182, + "FP": 3177, + "IoU": 0.5570342205323194, + "TN": 67055254, + "TP": 6739, + "n_pred": 9916, + "n_ref": 8921 + }, + "6": { + "Dice": 0.961318205054955, + "FN": 56881, + "FP": 25445, + "IoU": 0.9255175259000441, + "TN": 65962045, + "TP": 1022981, + "n_pred": 1048426, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.7142846885915629, + "FN": 152641, + "FP": 6535, + "IoU": 0.5555543145932513, + "TN": 66709207, + "TP": 198969, + "n_pred": 205504, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9305983781079478, + "FN": 5730, + "FP": 6200, + "IoU": 0.870204756620319, + "TN": 66975438, + "TP": 79984, + "n_pred": 86184, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9198948973302624, + "FN": 6450, + "FP": 5897, + "IoU": 0.8516716521906272, + "TN": 66984111, + "TP": 70894, + "n_pred": 76791, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7369159060515963, + "FN": 66701, + "FP": 14351, + "IoU": 0.583425845976728, + "TN": 74324712, + "TP": 113516, + "n_pred": 127867, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7361652071624625, + "FN": 13906, + "FP": 16373, + "IoU": 0.5824853148010259, + "TN": 74446758, + "TP": 42243, + "n_pred": 58616, + "n_ref": 56149 + }, + "11": { + "Dice": 0.638095238095238, + "FN": 1712, + "FP": 188, + "IoU": 0.46853146853146854, + "TN": 74515705, + "TP": 1675, + "n_pred": 1863, + "n_ref": 3387 + }, + "12": { + "Dice": 0.670219064535228, + "FN": 1069, + "FP": 45, + "IoU": 0.5040071237756011, + "TN": 74517034, + "TP": 1132, + "n_pred": 1177, + "n_ref": 2201 + }, + "13": { + "Dice": 0.4921974310238375, + "FN": 22562, + "FP": 19383, + "IoU": 0.32643360686011597, + "TN": 74457007, + "TP": 20328, + "n_pred": 39711, + "n_ref": 42890 + }, + "14": { + "Dice": 0.5399565515330894, + "FN": 13408, + "FP": 18145, + "IoU": 0.36982224885160775, + "TN": 74469210, + "TP": 18517, + "n_pred": 36662, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7507724148126247, + "FN": 4966, + "FP": 11893, + "IoU": 0.6009893022815488, + "TN": 74477028, + "TP": 25393, + "n_pred": 37286, + "n_ref": 30359 + }, + "2": { + "Dice": 0.868344450801275, + "FN": 2790, + "FP": 39092, + "IoU": 0.7673222222222222, + "TN": 74339280, + "TP": 138118, + "n_pred": 177210, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9024374582627009, + "FN": 15099, + "FP": 15289, + "IoU": 0.822219622067513, + "TN": 74348350, + "TP": 140542, + "n_pred": 155831, + "n_ref": 155641 + }, + "4": { + "Dice": 0.5632838124638241, + "FN": 7439, + "FP": 1615, + "IoU": 0.39206338548311287, + "TN": 74504387, + "TP": 5839, + "n_pred": 7454, + "n_ref": 13278 + }, + "5": { + "Dice": 0.659599413776258, + "FN": 3403, + "FP": 3565, + "IoU": 0.4920912602959399, + "TN": 74505561, + "TP": 6751, + "n_pred": 10316, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9533313569767986, + "FN": 78440, + "FP": 71112, + "IoU": 0.9108244173850407, + "TN": 72842229, + "TP": 1527499, + "n_pred": 1598611, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.8017457340345999, + "FN": 44936, + "FP": 15526, + "IoU": 0.6690948297093319, + "TN": 74336563, + "TP": 122255, + "n_pred": 137781, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9618235385331059, + "FN": 2351, + "FP": 2573, + "IoU": 0.9264547735691242, + "TN": 74452328, + "TP": 62028, + "n_pred": 64601, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9225863501165626, + "FN": 6783, + "FP": 7662, + "IoU": 0.8562972542777557, + "TN": 74418760, + "TP": 86075, + "n_pred": 93737, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9418679024413792, + "FN": 9762, + "FP": 23957, + "IoU": 0.8901231751824817, + "TN": 65744300, + "TP": 273161, + "n_pred": 297118, + "n_ref": 282923 + }, + "10": { + "Dice": 0.4924512723734261, + "FN": 50132, + "FP": 18718, + "IoU": 0.3266569520102493, + "TN": 65948929, + "TP": 33401, + "n_pred": 52119, + "n_ref": 83533 + }, + "11": { + "Dice": 0.6767381416504223, + "FN": 1554, + "FP": 436, + "IoU": 0.5114166462067272, + "TN": 66047107, + "TP": 2083, + "n_pred": 2519, + "n_ref": 3637 + }, + "12": { + "Dice": 0.7550248756218906, + "FN": 1129, + "FP": 102, + "IoU": 0.606457800511509, + "TN": 66048052, + "TP": 1897, + "n_pred": 1999, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7394635588022083, + "FN": 14474, + "FP": 8887, + "IoU": 0.586626086033302, + "TN": 65994667, + "TP": 33152, + "n_pred": 42039, + "n_ref": 47626 + }, + "14": { + "Dice": 0.5985679250467939, + "FN": 947, + "FP": 76476, + "IoU": 0.4271116208516778, + "TN": 65916035, + "TP": 57722, + "n_pred": 134198, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7355581611045973, + "FN": 3580, + "FP": 11531, + "IoU": 0.5817255792066875, + "TN": 66015053, + "TP": 21016, + "n_pred": 32547, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9135728320913507, + "FN": 20740, + "FP": 2572, + "IoU": 0.8408965267777315, + "TN": 65904659, + "TP": 123209, + "n_pred": 125781, + "n_ref": 143949 + }, + "3": { + "Dice": 0.922973886443566, + "FN": 8680, + "FP": 16047, + "IoU": 0.8569651885188057, + "TN": 65878306, + "TP": 148147, + "n_pred": 164194, + "n_ref": 156827 + }, + "4": { + "Dice": 0.902381798791326, + "FN": 4144, + "FP": 1348, + "IoU": 0.8221272185516258, + "TN": 66020304, + "TP": 25384, + "n_pred": 26732, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8763016724518775, + "FN": 1648, + "FP": 704, + "IoU": 0.7798371244032575, + "TN": 66040497, + "TP": 8331, + "n_pred": 9035, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9492137126643925, + "FN": 27195, + "FP": 79414, + "IoU": 0.9033366005101148, + "TN": 64948291, + "TP": 996280, + "n_pred": 1075694, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.6248912669073409, + "FN": 529342, + "FP": 7535, + "IoU": 0.4544304402037666, + "TN": 65067113, + "TP": 447190, + "n_pred": 454725, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9586796035879807, + "FN": 2797, + "FP": 3970, + "IoU": 0.9206384575690764, + "TN": 65965912, + "TP": 78501, + "n_pred": 82471, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8946146836019822, + "FN": 7258, + "FP": 7544, + "IoU": 0.8093238351646936, + "TN": 65973551, + "TP": 62827, + "n_pred": 70371, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9830897865676085, + "FN": 1737, + "FP": 3489, + "IoU": 0.9667419734623095, + "TN": 113315405, + "TP": 151909, + "n_pred": 155398, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8699028669259236, + "FN": 6636, + "FP": 15477, + "IoU": 0.7697593786116635, + "TN": 113376497, + "TP": 73930, + "n_pred": 89407, + "n_ref": 80566 + }, + "11": { + "Dice": 0.7058607385632923, + "FN": 1309, + "FP": 292, + "IoU": 0.5454287336740489, + "TN": 113469018, + "TP": 1921, + "n_pred": 2213, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8397148138368101, + "FN": 903, + "FP": 311, + "IoU": 0.7237141556668184, + "TN": 113468146, + "TP": 3180, + "n_pred": 3491, + "n_ref": 4083 + }, + "13": { + "Dice": 0.614069017823284, + "FN": 28297, + "FP": 32765, + "IoU": 0.44307330287027663, + "TN": 113362899, + "TP": 48579, + "n_pred": 81344, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9595509088794268, + "FN": 11983, + "FP": 9230, + "IoU": 0.922246861541281, + "TN": 113199715, + "TP": 251612, + "n_pred": 260842, + "n_ref": 263595 + }, + "15": { + "Dice": 0.6313357884164714, + "FN": 3025, + "FP": 18999, + "IoU": 0.46127880240692726, + "TN": 113431658, + "TP": 18858, + "n_pred": 37857, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9714007072517087, + "FN": 4573, + "FP": 2641, + "IoU": 0.9443917705370426, + "TN": 113342811, + "TP": 122515, + "n_pred": 125156, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9585678000016334, + "FN": 2932, + "FP": 7214, + "IoU": 0.9204322662609595, + "TN": 113345026, + "TP": 117368, + "n_pred": 124582, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7466624030697897, + "FN": 3072, + "FP": 15942, + "IoU": 0.5957392524556704, + "TN": 113425506, + "TP": 28020, + "n_pred": 43962, + "n_ref": 31092 + }, + "5": { + "Dice": 0.7144474154759757, + "FN": 11050, + "FP": 6357, + "IoU": 0.5557512186407371, + "TN": 113433357, + "TP": 21776, + "n_pred": 28133, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9613411222829575, + "FN": 42851, + "FP": 45681, + "IoU": 0.9255600109980013, + "TN": 112283233, + "TP": 1100775, + "n_pred": 1146456, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.880374012179878, + "FN": 31033, + "FP": 19784, + "IoU": 0.786310805355581, + "TN": 113234732, + "TP": 186991, + "n_pred": 206775, + "n_ref": 218024 + }, + "8": { + "Dice": 0.8936384682959687, + "FN": 24855, + "FP": 20306, + "IoU": 0.8077273501362398, + "TN": 113237660, + "TP": 189719, + "n_pred": 210025, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8968811436136056, + "FN": 15454, + "FP": 5422, + "IoU": 0.8130412588101485, + "TN": 113360879, + "TP": 90785, + "n_pred": 96207, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7894084155022746, + "FN": 3376, + "FP": 62683, + "IoU": 0.6520848365469187, + "TN": 75006857, + "TP": 123812, + "n_pred": 186495, + "n_ref": 127188 + }, + "10": { + "Dice": 0.815896861598973, + "FN": 25378, + "FP": 8323, + "IoU": 0.689042056505933, + "TN": 75088350, + "TP": 74677, + "n_pred": 83000, + "n_ref": 100055 + }, + "11": { + "Dice": 0.6408684993871476, + "FN": 1714, + "FP": 337, + "IoU": 0.47152795671218756, + "TN": 75192847, + "TP": 1830, + "n_pred": 2167, + "n_ref": 3544 + }, + "12": { + "Dice": 0.5964842189372753, + "FN": 1613, + "FP": 407, + "IoU": 0.42499288357529175, + "TN": 75193215, + "TP": 1493, + "n_pred": 1900, + "n_ref": 3106 + }, + "13": { + "Dice": 0.6884750707972196, + "FN": 15146, + "FP": 21156, + "IoU": 0.5249424204355109, + "TN": 75120312, + "TP": 40114, + "n_pred": 61270, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9461859883266627, + "FN": 4097, + "FP": 10572, + "IoU": 0.897868103712368, + "TN": 75053100, + "TP": 128959, + "n_pred": 139531, + "n_ref": 133056 + }, + "15": { + "Dice": 0.7047128990761314, + "FN": 31630, + "FP": 3720, + "IoU": 0.5440592271578187, + "TN": 75119196, + "TP": 42182, + "n_pred": 45902, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9407482090033973, + "FN": 4950, + "FP": 12857, + "IoU": 0.8881252002588443, + "TN": 75037559, + "TP": 141362, + "n_pred": 154219, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9521092767954412, + "FN": 5496, + "FP": 8791, + "IoU": 0.9085959592082198, + "TN": 75040422, + "TP": 142019, + "n_pred": 150810, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9124077590087886, + "FN": 1656, + "FP": 2819, + "IoU": 0.8389244834785112, + "TN": 75168946, + "TP": 23307, + "n_pred": 26126, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8761744314132055, + "FN": 940, + "FP": 971, + "IoU": 0.7796356088560885, + "TN": 75188056, + "TP": 6761, + "n_pred": 7732, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9530035250841767, + "FN": 26175, + "FP": 95173, + "IoU": 0.9102261066932404, + "TN": 73845021, + "TP": 1230359, + "n_pred": 1325532, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.8880862474689433, + "FN": 5762, + "FP": 31048, + "IoU": 0.7987006595137317, + "TN": 75013866, + "TP": 146052, + "n_pred": 177100, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9448591819227189, + "FN": 7090, + "FP": 1973, + "IoU": 0.8954815942430113, + "TN": 75110016, + "TP": 77649, + "n_pred": 79622, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8754186113967777, + "FN": 10836, + "FP": 8062, + "IoU": 0.7784395333841374, + "TN": 75111433, + "TP": 66397, + "n_pred": 74459, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9791816357087562, + "FN": 4617, + "FP": 4365, + "IoU": 0.9592124024812229, + "TN": 86707658, + "TP": 211232, + "n_pred": 215597, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7072559952630021, + "FN": 11495, + "FP": 35967, + "IoU": 0.5470967126294194, + "TN": 86823077, + "TP": 57333, + "n_pred": 93300, + "n_ref": 68828 + }, + "11": { + "Dice": 0.5899613899613899, + "FN": 1444, + "FP": 149, + "IoU": 0.4184008762322015, + "TN": 86925133, + "TP": 1146, + "n_pred": 1295, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6888317413666422, + "FN": 1165, + "FP": 2223, + "IoU": 0.5253572429251891, + "TN": 86920734, + "TP": 3750, + "n_pred": 5973, + "n_ref": 4915 + }, + "13": { + "Dice": 0.5962944707945153, + "FN": 18462, + "FP": 31501, + "IoU": 0.4248002578803159, + "TN": 86841010, + "TP": 36899, + "n_pred": 68400, + "n_ref": 55361 + }, + "14": { + "Dice": 0.881265026817089, + "FN": 11803, + "FP": 7457, + "IoU": 0.78773350967102, + "TN": 86837137, + "TP": 71475, + "n_pred": 78932, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8453618278168709, + "FN": 41016, + "FP": 3485, + "IoU": 0.7321443619159975, + "TN": 86761734, + "TP": 121637, + "n_pred": 125122, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9200527038328625, + "FN": 7606, + "FP": 12660, + "IoU": 0.8519422263458968, + "TN": 86790993, + "TP": 116613, + "n_pred": 129273, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9099281565270559, + "FN": 27485, + "FP": 799, + "IoU": 0.8347414548641543, + "TN": 86756722, + "TP": 142866, + "n_pred": 143665, + "n_ref": 170351 + }, + "4": { + "Dice": 0.6887119201112375, + "FN": 2901, + "FP": 9412, + "IoU": 0.5252178607233747, + "TN": 86901938, + "TP": 13621, + "n_pred": 23033, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8423874477647244, + "FN": 131, + "FP": 1868, + "IoU": 0.7276937746900967, + "TN": 86920531, + "TP": 5342, + "n_pred": 7210, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8948230225354258, + "FN": 22884, + "FP": 247794, + "IoU": 0.8096649141102008, + "TN": 85505759, + "TP": 1151435, + "n_pred": 1399229, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.6798910707335455, + "FN": 487804, + "FP": 16357, + "IoU": 0.5150264918754401, + "TN": 85888308, + "TP": 535403, + "n_pred": 551760, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9471244650857231, + "FN": 2487, + "FP": 3308, + "IoU": 0.8995597615085967, + "TN": 86870176, + "TP": 51901, + "n_pred": 55209, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8282900071982433, + "FN": 5308, + "FP": 13537, + "IoU": 0.7069070096583044, + "TN": 86863575, + "TP": 45452, + "n_pred": 58989, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6222536432842947, + "FN": 3087, + "FP": 100570, + "IoU": 0.4516460088979173, + "TN": 37560567, + "TP": 85376, + "n_pred": 185946, + "n_ref": 88463 + }, + "10": { + "Dice": 0.7222238882058356, + "FN": 23118, + "FP": 4671, + "IoU": 0.5652194320582024, + "TN": 37685685, + "TP": 36126, + "n_pred": 40797, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8031975637609441, + "FN": 478, + "FP": 556, + "IoU": 0.6711195928753181, + "TN": 37746456, + "TP": 2110, + "n_pred": 2666, + "n_ref": 2588 + }, + "12": { + "Dice": 0.684966838614591, + "FN": 1058, + "FP": 652, + "IoU": 0.5208741944522275, + "TN": 37746031, + "TP": 1859, + "n_pred": 2511, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7926871833138758, + "FN": 11954, + "FP": 5271, + "IoU": 0.6565714969295797, + "TN": 37699444, + "TP": 32931, + "n_pred": 38202, + "n_ref": 44885 + }, + "14": { + "Dice": 0.30749480196847373, + "FN": 6142, + "FP": 417845, + "IoU": 0.1816802703626001, + "TN": 37231481, + "TP": 94132, + "n_pred": 511977, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 17493, + "IoU": 0.0, + "TN": 37732107, + "TP": 0, + "n_pred": 17493, + "n_ref": 0 + }, + "2": { + "Dice": 0.749067853496466, + "FN": 33835, + "FP": 10650, + "IoU": 0.5988077415631031, + "TN": 37638718, + "TP": 66397, + "n_pred": 77047, + "n_ref": 100232 + }, + "3": { + "Dice": 0.7963404337184571, + "FN": 14191, + "FP": 23919, + "IoU": 0.6615993890852262, + "TN": 37636982, + "TP": 74508, + "n_pred": 98427, + "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": 0.7985859318346628, + "FN": 1239, + "FP": 3205, + "IoU": 0.6647049947185755, + "TN": 37736346, + "TP": 8810, + "n_pred": 12015, + "n_ref": 10049 + }, + "6": { + "Dice": 0.8876556502269307, + "FN": 141508, + "FP": 10624, + "IoU": 0.7980043683487243, + "TN": 36996455, + "TP": 601013, + "n_pred": 611637, + "n_ref": 742521 + }, + "7": { + "Dice": 0.87425241223539, + "FN": 36413, + "FP": 52441, + "IoU": 0.7765971890478466, + "TN": 37351870, + "TP": 308876, + "n_pred": 361317, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9463666067222208, + "FN": 3359, + "FP": 5111, + "IoU": 0.8981934444751614, + "TN": 37666403, + "TP": 74727, + "n_pred": 79838, + "n_ref": 78086 + }, + "9": { + "Dice": 0.890976194538483, + "FN": 5161, + "FP": 6980, + "IoU": 0.8033877993878642, + "TN": 37687849, + "TP": 49610, + "n_pred": 56590, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9423707931871304, + "FN": 8330, + "FP": 14871, + "IoU": 0.8910219074101909, + "TN": 75693792, + "TP": 189695, + "n_pred": 204566, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9173637424150622, + "FN": 12668, + "FP": 5608, + "IoU": 0.8473425270842556, + "TN": 75786969, + "TP": 101443, + "n_pred": 107051, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7161885245901639, + "FN": 1546, + "FP": 670, + "IoU": 0.5578611332801277, + "TN": 75901676, + "TP": 2796, + "n_pred": 3466, + "n_ref": 4342 + }, + "12": { + "Dice": 0.793512164691204, + "FN": 1404, + "FP": 251, + "IoU": 0.6577042399172699, + "TN": 75901853, + "TP": 3180, + "n_pred": 3431, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7869485991023493, + "FN": 9327, + "FP": 8094, + "IoU": 0.6487347514870451, + "TN": 75857093, + "TP": 32174, + "n_pred": 40268, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9286459225129586, + "FN": 4362, + "FP": 13974, + "IoU": 0.8667964606912985, + "TN": 75769034, + "TP": 119318, + "n_pred": 133292, + "n_ref": 123680 + }, + "15": { + "Dice": 0.768781743525907, + "FN": 60046, + "FP": 16481, + "IoU": 0.6244073619631901, + "TN": 75702938, + "TP": 127223, + "n_pred": 143704, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9355430699516721, + "FN": 18876, + "FP": 5078, + "IoU": 0.878892366184508, + "TN": 75708897, + "TP": 173837, + "n_pred": 178915, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9356663686952881, + "FN": 18867, + "FP": 13087, + "IoU": 0.8791100282608778, + "TN": 75642365, + "TP": 232369, + "n_pred": 245456, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9013652648226447, + "FN": 2250, + "FP": 3862, + "IoU": 0.8204412585563619, + "TN": 75872649, + "TP": 27927, + "n_pred": 31789, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8929957116602001, + "FN": 883, + "FP": 1213, + "IoU": 0.8066777347352887, + "TN": 75895846, + "TP": 8746, + "n_pred": 9959, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9764865024447545, + "FN": 61433, + "FP": 17814, + "IoU": 0.9540533708418901, + "TN": 74181926, + "TP": 1645515, + "n_pred": 1663329, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.9363861157373964, + "FN": 25506, + "FP": 8221, + "IoU": 0.8803816211806849, + "TN": 75624733, + "TP": 248228, + "n_pred": 256449, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9594762338932036, + "FN": 4403, + "FP": 2975, + "IoU": 0.9221089081733916, + "TN": 75811966, + "TP": 87344, + "n_pred": 90319, + "n_ref": 91747 + }, + "9": { + "Dice": 0.863003838771593, + "FN": 13000, + "FP": 7556, + "IoU": 0.7590208904832243, + "TN": 75821386, + "TP": 64746, + "n_pred": 72302, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9713666468518041, + "FN": 2723, + "FP": 2720, + "IoU": 0.944327387284183, + "TN": 61289982, + "TP": 92325, + "n_pred": 95045, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8986478278937442, + "FN": 7772, + "FP": 8081, + "IoU": 0.8159495669538162, + "TN": 61301616, + "TP": 70281, + "n_pred": 78362, + "n_ref": 78053 + }, + "11": { + "Dice": 0.839429998530924, + "FN": 485, + "FP": 608, + "IoU": 0.7232911392405064, + "TN": 61383800, + "TP": 2857, + "n_pred": 3465, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8266707354287458, + "FN": 660, + "FP": 476, + "IoU": 0.7045513654096229, + "TN": 61383905, + "TP": 2709, + "n_pred": 3185, + "n_ref": 3369 + }, + "13": { + "Dice": 0.6427584618927009, + "FN": 11540, + "FP": 19490, + "IoU": 0.473577063364153, + "TN": 61328805, + "TP": 27915, + "n_pred": 47405, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8429834291284326, + "FN": 3761, + "FP": 19596, + "IoU": 0.7285837129311146, + "TN": 61301694, + "TP": 62699, + "n_pred": 82295, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9084063572451937, + "FN": 1835, + "FP": 6412, + "IoU": 0.8321836273731762, + "TN": 61338607, + "TP": 40896, + "n_pred": 47308, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9219352838094139, + "FN": 5322, + "FP": 16328, + "IoU": 0.8551761967195569, + "TN": 61238258, + "TP": 127842, + "n_pred": 144170, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9151072916708362, + "FN": 19308, + "FP": 1901, + "IoU": 0.8435002693309523, + "TN": 61252229, + "TP": 114312, + "n_pred": 116213, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7381380706093996, + "FN": 5846, + "FP": 3470, + "IoU": 0.5849594582553684, + "TN": 61365304, + "TP": 13130, + "n_pred": 16600, + "n_ref": 18976 + }, + "5": { + "Dice": 0.6577325344157379, + "FN": 12382, + "FP": 3555, + "IoU": 0.490016, + "TN": 61356500, + "TP": 15313, + "n_pred": 18868, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9710925485916299, + "FN": 35469, + "FP": 21639, + "IoU": 0.9438094235418325, + "TN": 60371423, + "TP": 959219, + "n_pred": 980858, + "n_ref": 994688 + }, + "7": { + "Dice": 0.880074623618484, + "FN": 18328, + "FP": 25770, + "IoU": 0.7858332726257254, + "TN": 61181845, + "TP": 161807, + "n_pred": 187577, + "n_ref": 180135 + }, + "8": { + "Dice": 0.8894517622509863, + "FN": 28070, + "FP": 26180, + "IoU": 0.8009123170136481, + "TN": 61115257, + "TP": 218243, + "n_pred": 244423, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9128190222233455, + "FN": 7487, + "FP": 6310, + "IoU": 0.839620119264882, + "TN": 61301723, + "TP": 72230, + "n_pred": 78540, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9743811214724057, + "FN": 2762, + "FP": 6848, + "IoU": 0.9500421081086701, + "TN": 39556438, + "TP": 182752, + "n_pred": 189600, + "n_ref": 185514 + }, + "10": { + "Dice": 0.5679918661358976, + "FN": 18872, + "FP": 31266, + "IoU": 0.3966401116753712, + "TN": 39665702, + "TP": 32960, + "n_pred": 64226, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7574727044925721, + "FN": 915, + "FP": 440, + "IoU": 0.6096225871506771, + "TN": 39745329, + "TP": 2116, + "n_pred": 2556, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8708581138487681, + "FN": 385, + "FP": 527, + "IoU": 0.7712565838976674, + "TN": 39744813, + "TP": 3075, + "n_pred": 3602, + "n_ref": 3460 + }, + "13": { + "Dice": 0.8188180311646817, + "FN": 9471, + "FP": 5726, + "IoU": 0.6932192098835214, + "TN": 39699263, + "TP": 34340, + "n_pred": 40066, + "n_ref": 43811 + }, + "14": { + "Dice": 0.31024610312617484, + "FN": 17241, + "FP": 54312, + "IoU": 0.18360431285298648, + "TN": 39661155, + "TP": 16092, + "n_pred": 70404, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7855503835311086, + "FN": 9779, + "FP": 13118, + "IoU": 0.64683653638523, + "TN": 39683966, + "TP": 41937, + "n_pred": 55055, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9396252420747772, + "FN": 10134, + "FP": 3708, + "IoU": 0.8861256221463535, + "TN": 39627245, + "TP": 107713, + "n_pred": 111421, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9471448215965839, + "FN": 3408, + "FP": 11198, + "IoU": 0.8995964886954968, + "TN": 39603327, + "TP": 130867, + "n_pred": 142065, + "n_ref": 134275 + }, + "4": { + "Dice": 0.9083755639660445, + "FN": 2532, + "FP": 1753, + "IoU": 0.832131943900337, + "TN": 39723274, + "TP": 21241, + "n_pred": 22994, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8382852292020373, + "FN": 599, + "FP": 1687, + "IoU": 0.721592985020095, + "TN": 39740589, + "TP": 5925, + "n_pred": 7612, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9627219286643838, + "FN": 21006, + "FP": 49232, + "IoU": 0.9281232827227971, + "TN": 38771599, + "TP": 906963, + "n_pred": 956195, + "n_ref": 927969 + }, + "7": { + "Dice": 0.8894378424679292, + "FN": 137091, + "FP": 10830, + "IoU": 0.8008897443835727, + "TN": 39005890, + "TP": 594989, + "n_pred": 605819, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9666790337621707, + "FN": 1332, + "FP": 1991, + "IoU": 0.9355070354196992, + "TN": 39697275, + "TP": 48202, + "n_pred": 50193, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9108405430436649, + "FN": 1307, + "FP": 6587, + "IoU": 0.8362784138045463, + "TN": 39700584, + "TP": 40322, + "n_pred": 46909, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8914573008142491, + "FN": 3513, + "FP": 19242, + "IoU": 0.8041704676500456, + "TN": 101280410, + "TP": 93443, + "n_pred": 112685, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8493225517534889, + "FN": 15537, + "FP": 8184, + "IoU": 0.7381065415401601, + "TN": 101306033, + "TP": 66854, + "n_pred": 75038, + "n_ref": 82391 + }, + "11": { + "Dice": 0.744015119697606, + "FN": 1986, + "FP": 452, + "IoU": 0.5923758568801204, + "TN": 101390627, + "TP": 3543, + "n_pred": 3995, + "n_ref": 5529 + }, + "12": { + "Dice": 0.7494928026277654, + "FN": 1346, + "FP": 1247, + "IoU": 0.5993510506798516, + "TN": 101390136, + "TP": 3879, + "n_pred": 5126, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9072894257818964, + "FN": 6083, + "FP": 2881, + "IoU": 0.8303108317873774, + "TN": 101343782, + "TP": 43862, + "n_pred": 46743, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9800216290056349, + "FN": 3381, + "FP": 3639, + "IoU": 0.9608258928571428, + "TN": 101217408, + "TP": 172180, + "n_pred": 175819, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8790568600051172, + "FN": 4542, + "FP": 1603, + "IoU": 0.7842118200653159, + "TN": 101368131, + "TP": 22332, + "n_pred": 23935, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9739713068642981, + "FN": 7740, + "FP": 1560, + "IoU": 0.9492632256586233, + "TN": 101213309, + "TP": 173999, + "n_pred": 175559, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9792492366640724, + "FN": 3612, + "FP": 3320, + "IoU": 0.9593421546546547, + "TN": 101226112, + "TP": 163564, + "n_pred": 166884, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8169464428457234, + "FN": 437, + "FP": 3914, + "IoU": 0.6905405405405406, + "TN": 101382548, + "TP": 9709, + "n_pred": 13623, + "n_ref": 10146 + }, + "5": { + "Dice": 0.8021073615264133, + "FN": 10350, + "FP": 3548, + "IoU": 0.6695987067325979, + "TN": 101354544, + "TP": 28166, + "n_pred": 31714, + "n_ref": 38516 + }, + "6": { + "Dice": 0.955302284259246, + "FN": 55787, + "FP": 110290, + "IoU": 0.9144293797769807, + "TN": 99455790, + "TP": 1774741, + "n_pred": 1885031, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.8659127918522511, + "FN": 79487, + "FP": 38674, + "IoU": 0.7635328091448149, + "TN": 100896915, + "TP": 381532, + "n_pred": 420206, + "n_ref": 461019 + }, + "8": { + "Dice": 0.8425330845513286, + "FN": 60649, + "FP": 12267, + "IoU": 0.7279111595381849, + "TN": 101128622, + "TP": 195070, + "n_pred": 207337, + "n_ref": 255719 + }, + "9": { + "Dice": 0.937041616558546, + "FN": 3636, + "FP": 7515, + "IoU": 0.8815412072152463, + "TN": 101302474, + "TP": 82983, + "n_pred": 90498, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9315557526288165, + "FN": 11110, + "FP": 19144, + "IoU": 0.8718805449332808, + "TN": 73647365, + "TP": 205885, + "n_pred": 225029, + "n_ref": 216995 + }, + "10": { + "Dice": 0.11425361792109959, + "FN": 67196, + "FP": 66844, + "IoU": 0.060588008550303114, + "TN": 73740819, + "TP": 8645, + "n_pred": 75489, + "n_ref": 75841 + }, + "11": { + "Dice": 0.666427752293578, + "FN": 1610, + "FP": 3044, + "IoU": 0.4997312694829625, + "TN": 73874201, + "TP": 4649, + "n_pred": 7693, + "n_ref": 6259 + }, + "12": { + "Dice": 0.5360251450676983, + "FN": 3324, + "FP": 514, + "IoU": 0.3661436829066887, + "TN": 73877449, + "TP": 2217, + "n_pred": 2731, + "n_ref": 5541 + }, + "13": { + "Dice": 0.00989159891598916, + "FN": 60728, + "FP": 41570, + "IoU": 0.004970381970450058, + "TN": 73780695, + "TP": 511, + "n_pred": 42081, + "n_ref": 61239 + }, + "14": { + "Dice": 0.7650632390039642, + "FN": 11980, + "FP": 42780, + "IoU": 0.6195161267909006, + "TN": 73739582, + "TP": 89162, + "n_pred": 131942, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8377061810038329, + "FN": 47112, + "FP": 20720, + "IoU": 0.7207352971448568, + "TN": 73640609, + "TP": 175063, + "n_pred": 195783, + "n_ref": 222175 + }, + "2": { + "Dice": 0.6736695099012051, + "FN": 90233, + "FP": 7440, + "IoU": 0.507919794448083, + "TN": 73685014, + "TP": 100817, + "n_pred": 108257, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7397961908255688, + "FN": 28217, + "FP": 83852, + "IoU": 0.5870448775347019, + "TN": 73612121, + "TP": 159314, + "n_pred": 243166, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 31239, + "IoU": 0.0, + "TN": 73804377, + "TP": 0, + "n_pred": 31239, + "n_ref": 47888 + }, + "5": { + "Dice": 0.6808233136335847, + "FN": 6776, + "FP": 1055, + "IoU": 0.5160971389729964, + "TN": 73867321, + "TP": 8352, + "n_pred": 9407, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7387728872312345, + "FN": 151078, + "FP": 945247, + "IoU": 0.5857572198946865, + "TN": 71236928, + "TP": 1550251, + "n_pred": 2495498, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.3251277240141542, + "FN": 108833, + "FP": 155887, + "IoU": 0.19412090621822545, + "TN": 73555018, + "TP": 63766, + "n_pred": 219653, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8854576187491691, + "FN": 9514, + "FP": 8579, + "IoU": 0.7944584554563424, + "TN": 73795478, + "TP": 69933, + "n_pred": 78512, + "n_ref": 79447 + }, + "9": { + "Dice": 0.8009666839288797, + "FN": 11301, + "FP": 27901, + "IoU": 0.6680103656780881, + "TN": 73765422, + "TP": 78880, + "n_pred": 106781, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9650273281981414, + "FN": 5306, + "FP": 7888, + "IoU": 0.9324181734364596, + "TN": 69300546, + "TP": 182036, + "n_pred": 189924, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7775097682422806, + "FN": 12353, + "FP": 19193, + "IoU": 0.6360048923453258, + "TN": 69409110, + "TP": 55120, + "n_pred": 74313, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7865321701199564, + "FN": 576, + "FP": 990, + "IoU": 0.6481689507975735, + "TN": 69491325, + "TP": 2885, + "n_pred": 3875, + "n_ref": 3461 + }, + "12": { + "Dice": 0.6658101814678015, + "FN": 1079, + "FP": 1002, + "IoU": 0.49903707270101105, + "TN": 69491622, + "TP": 2073, + "n_pred": 3075, + "n_ref": 3152 + }, + "13": { + "Dice": 0.7002266255260949, + "FN": 24828, + "FP": 20543, + "IoU": 0.5387297811124327, + "TN": 69397415, + "TP": 52990, + "n_pred": 73533, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9413616978237783, + "FN": 11424, + "FP": 5969, + "IoU": 0.8892193829456574, + "TN": 69338772, + "TP": 139611, + "n_pred": 145580, + "n_ref": 151035 + }, + "15": { + "Dice": 0.8305013237139934, + "FN": 15257, + "FP": 16883, + "IoU": 0.7101344709097305, + "TN": 69384897, + "TP": 78739, + "n_pred": 95622, + "n_ref": 93996 + }, + "2": { + "Dice": 0.962378841258871, + "FN": 7422, + "FP": 3737, + "IoU": 0.9274857525327026, + "TN": 69341889, + "TP": 142728, + "n_pred": 146465, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9549990641516609, + "FN": 11846, + "FP": 3301, + "IoU": 0.9138738841189515, + "TN": 69319906, + "TP": 160723, + "n_pred": 164024, + "n_ref": 172569 + }, + "4": { + "Dice": 0.5170043844057353, + "FN": 19667, + "FP": 12941, + "IoU": 0.3486216540151818, + "TN": 69445716, + "TP": 17452, + "n_pred": 30393, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8835363501074794, + "FN": 3063, + "FP": 1163, + "IoU": 0.7913704581358609, + "TN": 69475520, + "TP": 16030, + "n_pred": 17193, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9561120459547523, + "FN": 87995, + "FP": 37014, + "IoU": 0.9159144353085517, + "TN": 68009088, + "TP": 1361679, + "n_pred": 1398693, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8790323762408156, + "FN": 13059, + "FP": 69491, + "IoU": 0.7841728499641814, + "TN": 69113294, + "TP": 299932, + "n_pred": 369423, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8908834436784747, + "FN": 10371, + "FP": 8813, + "IoU": 0.8032369894767072, + "TN": 69398278, + "TP": 78314, + "n_pred": 87127, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9160592877187035, + "FN": 7409, + "FP": 5962, + "IoU": 0.8451193661604753, + "TN": 69409445, + "TP": 72960, + "n_pred": 78922, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8341262437154641, + "FN": 4814, + "FP": 73774, + "IoU": 0.7154515994713688, + "TN": 50557367, + "TP": 197597, + "n_pred": 271371, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8868331832388621, + "FN": 8877, + "FP": 8213, + "IoU": 0.7966759068682855, + "TN": 50749499, + "TP": 66963, + "n_pred": 75176, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8539760470133155, + "FN": 989, + "FP": 974, + "IoU": 0.7451642217317928, + "TN": 50825849, + "TP": 5740, + "n_pred": 6714, + "n_ref": 6729 + }, + "12": { + "Dice": 0.48735475051264526, + "FN": 4160, + "FP": 340, + "IoU": 0.32218707636692273, + "TN": 50826913, + "TP": 2139, + "n_pred": 2479, + "n_ref": 6299 + }, + "13": { + "Dice": 0.7264222480060664, + "FN": 8507, + "FP": 21438, + "IoU": 0.5703791911163398, + "TN": 50763851, + "TP": 39756, + "n_pred": 61194, + "n_ref": 48263 + }, + "14": { + "Dice": 0.5044582639922922, + "FN": 21940, + "FP": 34636, + "IoU": 0.337308048211964, + "TN": 50748179, + "TP": 28797, + "n_pred": 63433, + "n_ref": 50737 + }, + "15": { + "Dice": 0.5781898273830867, + "FN": 6536, + "FP": 34639, + "IoU": 0.40665754016860006, + "TN": 50764157, + "TP": 28220, + "n_pred": 62859, + "n_ref": 34756 + }, + "2": { + "Dice": 0.96434313952008, + "FN": 7555, + "FP": 7569, + "IoU": 0.9311415550061692, + "TN": 50613913, + "TP": 204515, + "n_pred": 212084, + "n_ref": 212070 + }, + "3": { + "Dice": 0.921742398295087, + "FN": 9370, + "FP": 23532, + "IoU": 0.8548443311112778, + "TN": 50606885, + "TP": 193765, + "n_pred": 217297, + "n_ref": 203135 + }, + "4": { + "Dice": 0.903139787195106, + "FN": 692, + "FP": 3013, + "IoU": 0.8233864048050339, + "TN": 50812574, + "TP": 17273, + "n_pred": 20286, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8920298689423957, + "FN": 1137, + "FP": 1697, + "IoU": 0.8051028127364005, + "TN": 50819011, + "TP": 11707, + "n_pred": 13404, + "n_ref": 12844 + }, + "6": { + "Dice": 0.960871468633061, + "FN": 32252, + "FP": 144002, + "IoU": 0.924689717997702, + "TN": 48493181, + "TP": 2164117, + "n_pred": 2308119, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.7738910761038855, + "FN": 9483, + "FP": 118418, + "IoU": 0.6311764485366845, + "TN": 50486771, + "TP": 218880, + "n_pred": 337298, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9618278180568219, + "FN": 4290, + "FP": 3539, + "IoU": 0.9264627147459681, + "TN": 50727089, + "TP": 98634, + "n_pred": 102173, + "n_ref": 102924 + }, + "9": { + "Dice": 0.8969276336147827, + "FN": 13671, + "FP": 9645, + "IoU": 0.813117671104414, + "TN": 50708789, + "TP": 101447, + "n_pred": 111092, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9735950057371047, + "FN": 7887, + "FP": 3182, + "IoU": 0.9485485857717247, + "TN": 76669725, + "TP": 204066, + "n_pred": 207248, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7585683997697308, + "FN": 10933, + "FP": 23457, + "IoU": 0.6110432500904813, + "TN": 76796444, + "TP": 54026, + "n_pred": 77483, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7668867445403759, + "FN": 609, + "FP": 768, + "IoU": 0.6219110378912686, + "TN": 76881218, + "TP": 2265, + "n_pred": 3033, + "n_ref": 2874 + }, + "12": { + "Dice": 0.7465564738292011, + "FN": 983, + "FP": 121, + "IoU": 0.5956043956043956, + "TN": 76882130, + "TP": 1626, + "n_pred": 1747, + "n_ref": 2609 + }, + "13": { + "Dice": 0.574089917440219, + "FN": 15942, + "FP": 23884, + "IoU": 0.4026129869350653, + "TN": 76818193, + "TP": 26841, + "n_pred": 50725, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9299921462621688, + "FN": 5132, + "FP": 6367, + "IoU": 0.8691451590878055, + "TN": 76796984, + "TP": 76377, + "n_pred": 82744, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6555538280434444, + "FN": 10500, + "FP": 20516, + "IoU": 0.4876013943268738, + "TN": 76824329, + "TP": 29515, + "n_pred": 50031, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9433096188990204, + "FN": 5049, + "FP": 6832, + "IoU": 0.892702002185516, + "TN": 76774131, + "TP": 98848, + "n_pred": 105680, + "n_ref": 103897 + }, + "3": { + "Dice": 0.8926048527454526, + "FN": 5864, + "FP": 16165, + "IoU": 0.806040061633282, + "TN": 76771285, + "TP": 91546, + "n_pred": 107711, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9087990717462773, + "FN": 1385, + "FP": 3331, + "IoU": 0.8328430156310921, + "TN": 76856647, + "TP": 23497, + "n_pred": 26828, + "n_ref": 24882 + }, + "5": { + "Dice": 0.9025980539672986, + "FN": 2258, + "FP": 655, + "IoU": 0.8224862888482632, + "TN": 76868450, + "TP": 13497, + "n_pred": 14152, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9717272828188738, + "FN": 23701, + "FP": 40736, + "IoU": 0.9450093020874225, + "TN": 75713080, + "TP": 1107343, + "n_pred": 1148079, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7786862881940555, + "FN": 25591, + "FP": 51468, + "IoU": 0.6375808939724584, + "TN": 76672236, + "TP": 135565, + "n_pred": 187033, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9586363517025913, + "FN": 4279, + "FP": 2023, + "IoU": 0.9205586859786459, + "TN": 76805531, + "TP": 73027, + "n_pred": 75050, + "n_ref": 77306 + }, + "9": { + "Dice": 0.934198022773119, + "FN": 7713, + "FP": 4128, + "IoU": 0.8765211950570937, + "TN": 76788965, + "TP": 84054, + "n_pred": 88182, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8247063684117335, + "FN": 12789, + "FP": 34731, + "IoU": 0.7017024054637674, + "TN": 130840628, + "TP": 111784, + "n_pred": 146515, + "n_ref": 124573 + }, + "10": { + "Dice": 0.6903949215260942, + "FN": 14278, + "FP": 24544, + "IoU": 0.5271779507228372, + "TN": 130917825, + "TP": 43285, + "n_pred": 67829, + "n_ref": 57563 + }, + "11": { + "Dice": 0.6940679848922462, + "FN": 2444, + "FP": 310, + "IoU": 0.5314732902347737, + "TN": 130994054, + "TP": 3124, + "n_pred": 3434, + "n_ref": 5568 + }, + "12": { + "Dice": 0.6810199257007767, + "FN": 3269, + "FP": 509, + "IoU": 0.516323134041736, + "TN": 130992121, + "TP": 4033, + "n_pred": 4542, + "n_ref": 7302 + }, + "13": { + "Dice": 0.6775482328837289, + "FN": 28812, + "FP": 18403, + "IoU": 0.5123424912208221, + "TN": 130903112, + "TP": 49605, + "n_pred": 68008, + "n_ref": 78417 + }, + "14": { + "Dice": 0.6307589667182049, + "FN": 508389, + "FP": 4105, + "IoU": 0.46066320785494036, + "TN": 130049702, + "TP": 437736, + "n_pred": 441841, + "n_ref": 946125 + }, + "15": { + "Dice": 0.09605435769787077, + "FN": 18171, + "FP": 116196, + "IoU": 0.05045015759049086, + "TN": 130858426, + "TP": 7139, + "n_pred": 123335, + "n_ref": 25310 + }, + "2": { + "Dice": 0.8445449873589667, + "FN": 55338, + "FP": 4859, + "IoU": 0.7309198351466605, + "TN": 130776218, + "TP": 163517, + "n_pred": 168376, + "n_ref": 218855 + }, + "3": { + "Dice": 0.8952883339942839, + "FN": 21162, + "FP": 40096, + "IoU": 0.8104271562835578, + "TN": 130676795, + "TP": 261879, + "n_pred": 301975, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 5942, + "IoU": 0.0, + "TN": 130991710, + "TP": 0, + "n_pred": 5942, + "n_ref": 2280 + }, + "5": { + "Dice": 0.7806341662466095, + "FN": 7458, + "FP": 1681, + "IoU": 0.6401968503937008, + "TN": 130974532, + "TP": 16261, + "n_pred": 17942, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8867498734355828, + "FN": 77876, + "FP": 278479, + "IoU": 0.7965414530624549, + "TN": 129248445, + "TP": 1395132, + "n_pred": 1673611, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.6802788307791812, + "FN": 52607, + "FP": 89761, + "IoU": 0.5154716364675933, + "TN": 130706104, + "TP": 151460, + "n_pred": 241221, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9533624661380579, + "FN": 5487, + "FP": 6306, + "IoU": 0.9108812127349258, + "TN": 130867603, + "TP": 120536, + "n_pred": 126842, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7627817792172218, + "FN": 9880, + "FP": 19564, + "IoU": 0.6165297005847649, + "TN": 130923149, + "TP": 47339, + "n_pred": 66903, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9661012528364878, + "FN": 1857, + "FP": 2042, + "IoU": 0.9344254023781093, + "TN": 74367239, + "TP": 55560, + "n_pred": 57602, + "n_ref": 57417 + }, + "10": { + "Dice": 0.7337468636743797, + "FN": 26136, + "FP": 12066, + "IoU": 0.5794630178003325, + "TN": 74335857, + "TP": 52639, + "n_pred": 64705, + "n_ref": 78775 + }, + "11": { + "Dice": 0.6689295039164491, + "FN": 1107, + "FP": 161, + "IoU": 0.5025500196155355, + "TN": 74424149, + "TP": 1281, + "n_pred": 1442, + "n_ref": 2388 + }, + "12": { + "Dice": 0.7242705270300837, + "FN": 856, + "FP": 363, + "IoU": 0.5677304964539007, + "TN": 74423878, + "TP": 1601, + "n_pred": 1964, + "n_ref": 2457 + }, + "13": { + "Dice": 0.49328060077764957, + "FN": 66346, + "FP": 9631, + "IoU": 0.32738717045273463, + "TN": 74313740, + "TP": 36981, + "n_pred": 46612, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9110555547238731, + "FN": 18751, + "FP": 10956, + "IoU": 0.8366409863019725, + "TN": 74244847, + "TP": 152144, + "n_pred": 163100, + "n_ref": 170895 + }, + "15": { + "Dice": 0.607015760040671, + "FN": 3711, + "FP": 20252, + "IoU": 0.43576642335766425, + "TN": 74384228, + "TP": 18507, + "n_pred": 38759, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9178034983315262, + "FN": 9561, + "FP": 9997, + "IoU": 0.8480932038834952, + "TN": 74297948, + "TP": 109192, + "n_pred": 119189, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9215501856943038, + "FN": 16554, + "FP": 2964, + "IoU": 0.8545137413627317, + "TN": 74292541, + "TP": 114639, + "n_pred": 117603, + "n_ref": 131193 + }, + "4": { + "Dice": 0.601662578359226, + "FN": 17215, + "FP": 323, + "IoU": 0.4302699541954975, + "TN": 74395915, + "TP": 13245, + "n_pred": 13568, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9708608901911538, + "FN": 17805, + "FP": 34405, + "IoU": 0.9433718735764334, + "TN": 73504718, + "TP": 869770, + "n_pred": 904175, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8785528289848075, + "FN": 23147, + "FP": 12066, + "IoU": 0.7834099114891837, + "TN": 74264119, + "TP": 127366, + "n_pred": 139432, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9330220906399453, + "FN": 2263, + "FP": 3619, + "IoU": 0.8744530532966212, + "TN": 74379847, + "TP": 40969, + "n_pred": 44588, + "n_ref": 43232 + }, + "9": { + "Dice": 0.852511470659261, + "FN": 5530, + "FP": 4242, + "IoU": 0.7429368127531962, + "TN": 74388684, + "TP": 28242, + "n_pred": 32484, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9768259206104357, + "FN": 3935, + "FP": 2540, + "IoU": 0.9547015901665722, + "TN": 106503747, + "TP": 136466, + "n_pred": 139006, + "n_ref": 140401 + }, + "10": { + "Dice": 0.857841378532695, + "FN": 15658, + "FP": 12078, + "IoU": 0.751070265030829, + "TN": 106535267, + "TP": 83685, + "n_pred": 95763, + "n_ref": 99343 + }, + "11": { + "Dice": 0.6410946088176821, + "FN": 1910, + "FP": 1159, + "IoU": 0.47177280550774525, + "TN": 106640878, + "TP": 2741, + "n_pred": 3900, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8239638142712084, + "FN": 1007, + "FP": 900, + "IoU": 0.7006279434850864, + "TN": 106640318, + "TP": 4463, + "n_pred": 5363, + "n_ref": 5470 + }, + "13": { + "Dice": 0.785395435020635, + "FN": 12968, + "FP": 2320, + "IoU": 0.6466264475417793, + "TN": 106603425, + "TP": 27975, + "n_pred": 30295, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9431933851109221, + "FN": 2612, + "FP": 5536, + "IoU": 0.8924938317214445, + "TN": 106570897, + "TP": 67643, + "n_pred": 73179, + "n_ref": 70255 + }, + "15": { + "Dice": 0.4599944721367098, + "FN": 2429, + "FP": 54230, + "IoU": 0.2986966370016462, + "TN": 106565897, + "TP": 24132, + "n_pred": 78362, + "n_ref": 26561 + }, + "2": { + "Dice": 0.8474454269008702, + "FN": 47750, + "FP": 2267, + "IoU": 0.7352757489149995, + "TN": 106457748, + "TP": 138923, + "n_pred": 141190, + "n_ref": 186673 + }, + "3": { + "Dice": 0.834828027988568, + "FN": 6485, + "FP": 50499, + "IoU": 0.716484817728157, + "TN": 106445697, + "TP": 144007, + "n_pred": 194506, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8702303897161997, + "FN": 470, + "FP": 2397, + "IoU": 0.7702724358974359, + "TN": 106634208, + "TP": 9613, + "n_pred": 12010, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7874112172422238, + "FN": 1227, + "FP": 509, + "IoU": 0.6493637648959806, + "TN": 106641737, + "TP": 3215, + "n_pred": 3724, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9786284156244444, + "FN": 34316, + "FP": 19768, + "IoU": 0.9581512062749977, + "TN": 105354321, + "TP": 1238283, + "n_pred": 1258051, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9399043604292029, + "FN": 24914, + "FP": 14974, + "IoU": 0.8866222304336085, + "TN": 106294873, + "TP": 311927, + "n_pred": 326901, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9588181315101887, + "FN": 2592, + "FP": 3287, + "IoU": 0.9208939960709384, + "TN": 106572370, + "TP": 68439, + "n_pred": 71726, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9280964454862939, + "FN": 7484, + "FP": 4540, + "IoU": 0.865839507274837, + "TN": 106557064, + "TP": 77600, + "n_pred": 82140, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9604844375109253, + "FN": 9136, + "FP": 2845, + "IoU": 0.9239731199512656, + "TN": 107969339, + "TP": 145608, + "n_pred": 148453, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8566266675214322, + "FN": 7648, + "FP": 16953, + "IoU": 0.7492099414846983, + "TN": 108028834, + "TP": 73493, + "n_pred": 90446, + "n_ref": 81141 + }, + "11": { + "Dice": 0.7116471918582736, + "FN": 1149, + "FP": 381, + "IoU": 0.5523698069046226, + "TN": 108123510, + "TP": 1888, + "n_pred": 2269, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7888947092718701, + "FN": 962, + "FP": 650, + "IoU": 0.6513840830449827, + "TN": 108122304, + "TP": 3012, + "n_pred": 3662, + "n_ref": 3974 + }, + "13": { + "Dice": 0.776291506514771, + "FN": 21477, + "FP": 10767, + "IoU": 0.634376169363526, + "TN": 108038739, + "TP": 55945, + "n_pred": 66712, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7845621570031018, + "FN": 7012, + "FP": 11046, + "IoU": 0.6454975559001943, + "TN": 108075989, + "TP": 32881, + "n_pred": 43927, + "n_ref": 39893 + }, + "15": { + "Dice": 0.6061920020965609, + "FN": 1787, + "FP": 31272, + "IoU": 0.4349178674597884, + "TN": 108068425, + "TP": 25444, + "n_pred": 56716, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9577633522611771, + "FN": 13717, + "FP": 1866, + "IoU": 0.9189499854366913, + "TN": 107934664, + "TP": 176681, + "n_pred": 178547, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9568290131349529, + "FN": 15025, + "FP": 1688, + "IoU": 0.9172312355143519, + "TN": 107925004, + "TP": 185211, + "n_pred": 186899, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9529530433735303, + "FN": 1660, + "FP": 1465, + "IoU": 0.9101340081670214, + "TN": 108092154, + "TP": 31649, + "n_pred": 33114, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8826175869120655, + "FN": 640, + "FP": 221, + "IoU": 0.7898975109809663, + "TN": 108122830, + "TP": 3237, + "n_pred": 3458, + "n_ref": 3877 + }, + "6": { + "Dice": 0.978371221981102, + "FN": 39838, + "FP": 23810, + "IoU": 0.9576582443951126, + "TN": 106623731, + "TP": 1439549, + "n_pred": 1463359, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9215069013119008, + "FN": 12398, + "FP": 29167, + "IoU": 0.8544393120668462, + "TN": 107841377, + "TP": 243986, + "n_pred": 273153, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9546370734193638, + "FN": 1966, + "FP": 1950, + "IoU": 0.9132111433700494, + "TN": 108081807, + "TP": 41205, + "n_pred": 43155, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9015803694859872, + "FN": 4347, + "FP": 8183, + "IoU": 0.8207977574691437, + "TN": 108057007, + "TP": 57391, + "n_pred": 65574, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8962668796777576, + "FN": 6119, + "FP": 21282, + "IoU": 0.8120322414680158, + "TN": 62424385, + "TP": 118374, + "n_pred": 139656, + "n_ref": 124493 + }, + "10": { + "Dice": 0.8420915191977926, + "FN": 10775, + "FP": 7366, + "IoU": 0.7272522251623768, + "TN": 62503648, + "TP": 48371, + "n_pred": 55737, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6198865332935205, + "FN": 1014, + "FP": 259, + "IoU": 0.4491562094331458, + "TN": 62567849, + "TP": 1038, + "n_pred": 1297, + "n_ref": 2052 + }, + "12": { + "Dice": 0.739626304295074, + "FN": 1219, + "FP": 927, + "IoU": 0.5868309587986138, + "TN": 62564966, + "TP": 3048, + "n_pred": 3975, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7990920691563245, + "FN": 6328, + "FP": 11463, + "IoU": 0.6654066049800647, + "TN": 62516988, + "TP": 35381, + "n_pred": 46844, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9486294167134044, + "FN": 29686, + "FP": 5486, + "IoU": 0.9022788270792005, + "TN": 62210238, + "TP": 324750, + "n_pred": 330236, + "n_ref": 354436 + }, + "15": { + "Dice": 0.5853071758196093, + "FN": 37815, + "FP": 38029, + "IoU": 0.41373446292746274, + "TN": 62440792, + "TP": 53524, + "n_pred": 91553, + "n_ref": 91339 + }, + "2": { + "Dice": 0.8484240152596406, + "FN": 39801, + "FP": 5653, + "IoU": 0.7367503547331538, + "TN": 62397495, + "TP": 127211, + "n_pred": 132864, + "n_ref": 167012 + }, + "3": { + "Dice": 0.893291837426432, + "FN": 11733, + "FP": 33286, + "IoU": 0.8071611538033189, + "TN": 62336706, + "TP": 188435, + "n_pred": 221721, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9224553355358683, + "FN": 1562, + "FP": 2123, + "IoU": 0.8560715541147522, + "TN": 62544557, + "TP": 21918, + "n_pred": 24041, + "n_ref": 23480 + }, + "5": { + "Dice": 0.6450266635752376, + "FN": 4002, + "FP": 591, + "IoU": 0.47604380561259413, + "TN": 62561394, + "TP": 4173, + "n_pred": 4764, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9574055339858916, + "FN": 56901, + "FP": 67727, + "IoU": 0.9182914020693986, + "TN": 61044886, + "TP": 1400646, + "n_pred": 1468373, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8508728744301455, + "FN": 14566, + "FP": 46016, + "IoU": 0.7404514744251606, + "TN": 62336747, + "TP": 172831, + "n_pred": 218847, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8003137180340336, + "FN": 2776, + "FP": 30832, + "IoU": 0.667102500099053, + "TN": 62469204, + "TP": 67348, + "n_pred": 98180, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8336920984607625, + "FN": 3314, + "FP": 15151, + "IoU": 0.7148130415308818, + "TN": 62505413, + "TP": 46282, + "n_pred": 61433, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9354588065167109, + "FN": 20657, + "FP": 15227, + "IoU": 0.8787436430297194, + "TN": 55085313, + "TP": 260051, + "n_pred": 275278, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8641331721567442, + "FN": 7943, + "FP": 13637, + "IoU": 0.7607697935835753, + "TN": 55291042, + "TP": 68626, + "n_pred": 82263, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7588562753036437, + "FN": 1328, + "FP": 578, + "IoU": 0.6114169215086647, + "TN": 55376343, + "TP": 2999, + "n_pred": 3577, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7884874464176362, + "FN": 1509, + "FP": 218, + "IoU": 0.6508289526890416, + "TN": 55376302, + "TP": 3219, + "n_pred": 3437, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7767412989692524, + "FN": 10448, + "FP": 15089, + "IoU": 0.6349771297884506, + "TN": 55311288, + "TP": 44423, + "n_pred": 59512, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9063782838172294, + "FN": 3998, + "FP": 14840, + "IoU": 0.8287859233272136, + "TN": 55271222, + "TP": 91188, + "n_pred": 106028, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8023021613895266, + "FN": 13768, + "FP": 22746, + "IoU": 0.6698702590298811, + "TN": 55270643, + "TP": 74091, + "n_pred": 96837, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9440187505634183, + "FN": 17344, + "FP": 3770, + "IoU": 0.8939730237322862, + "TN": 55182110, + "TP": 178024, + "n_pred": 181794, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9460731852032583, + "FN": 13277, + "FP": 6173, + "IoU": 0.8976649724826635, + "TN": 55191186, + "TP": 170612, + "n_pred": 176785, + "n_ref": 183889 + }, + "4": { + "Dice": 0.893610911701364, + "FN": 1185, + "FP": 297, + "IoU": 0.80768232546068, + "TN": 55373542, + "TP": 6224, + "n_pred": 6521, + "n_ref": 7409 + }, + "5": { + "Dice": 0.731717965509714, + "FN": 2288, + "FP": 170, + "IoU": 0.5769363166953528, + "TN": 55375438, + "TP": 3352, + "n_pred": 3522, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9714411473672009, + "FN": 53201, + "FP": 31796, + "IoU": 0.94446821869318, + "TN": 53850647, + "TP": 1445604, + "n_pred": 1477400, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9191252599641677, + "FN": 22118, + "FP": 4831, + "IoU": 0.8503531685213567, + "TN": 55201164, + "TP": 153135, + "n_pred": 157966, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9516718502926916, + "FN": 1613, + "FP": 3002, + "IoU": 0.9077995764574259, + "TN": 55331194, + "TP": 45439, + "n_pred": 48441, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8835530019216957, + "FN": 5398, + "FP": 6600, + "IoU": 0.7913971764378608, + "TN": 55323732, + "TP": 45518, + "n_pred": 52118, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.970245470443716, + "FN": 14666, + "FP": 2144, + "IoU": 0.9422104419990168, + "TN": 110855732, + "TP": 274073, + "n_pred": 276217, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8457414847367367, + "FN": 10490, + "FP": 15696, + "IoU": 0.7327140961518832, + "TN": 111048645, + "TP": 71784, + "n_pred": 87480, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7869548919155317, + "FN": 485, + "FP": 1220, + "IoU": 0.6487433044911414, + "TN": 111141761, + "TP": 3149, + "n_pred": 4369, + "n_ref": 3634 + }, + "12": { + "Dice": 0.8116317836636414, + "FN": 913, + "FP": 104, + "IoU": 0.6829800498753117, + "TN": 111143407, + "TP": 2191, + "n_pred": 2295, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8229837542887851, + "FN": 12822, + "FP": 8589, + "IoU": 0.6992118904794684, + "TN": 111075432, + "TP": 49772, + "n_pred": 58361, + "n_ref": 62594 + }, + "14": { + "Dice": 0.880377795412856, + "FN": 7280, + "FP": 1915, + "IoU": 0.7863168413469359, + "TN": 111103584, + "TP": 33836, + "n_pred": 35751, + "n_ref": 41116 + }, + "15": { + "Dice": 0.47467705968620044, + "FN": 1736, + "FP": 50562, + "IoU": 0.31119774517293153, + "TN": 111070689, + "TP": 23628, + "n_pred": 74190, + "n_ref": 25364 + }, + "2": { + "Dice": 0.8404363695635723, + "FN": 11516, + "FP": 43304, + "IoU": 0.724786762454127, + "TN": 110947424, + "TP": 144371, + "n_pred": 187675, + "n_ref": 155887 + }, + "3": { + "Dice": 0.8274001359749042, + "FN": 71140, + "FP": 1213, + "IoU": 0.7056116594920536, + "TN": 110900841, + "TP": 173421, + "n_pred": 174634, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9237124048018588, + "FN": 948, + "FP": 2007, + "IoU": 0.8582393859438714, + "TN": 111125770, + "TP": 17890, + "n_pred": 19897, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8284263959390863, + "FN": 279, + "FP": 1580, + "IoU": 0.707105719237435, + "TN": 111140268, + "TP": 4488, + "n_pred": 6068, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9789500069628185, + "FN": 22491, + "FP": 45531, + "IoU": 0.9587679483262777, + "TN": 109496879, + "TP": 1581714, + "n_pred": 1627245, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.5673575215539421, + "FN": 207800, + "FP": 52842, + "IoU": 0.3960217081998971, + "TN": 110715073, + "TP": 170900, + "n_pred": 223742, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9436893203883495, + "FN": 4004, + "FP": 5131, + "IoU": 0.8933823529411765, + "TN": 111060935, + "TP": 76545, + "n_pred": 81676, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9120434966558345, + "FN": 5195, + "FP": 4576, + "IoU": 0.8383087870263114, + "TN": 111086185, + "TP": 50659, + "n_pred": 55235, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9732250113008883, + "FN": 7346, + "FP": 3375, + "IoU": 0.9478464337487716, + "TN": 96915459, + "TP": 194845, + "n_pred": 198220, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8542091257220744, + "FN": 8597, + "FP": 13865, + "IoU": 0.745519225976027, + "TN": 97032759, + "TP": 65804, + "n_pred": 79669, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7989855846235985, + "FN": 919, + "FP": 587, + "IoU": 0.6652589464325406, + "TN": 97116526, + "TP": 2993, + "n_pred": 3580, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7423536560664371, + "FN": 1618, + "FP": 926, + "IoU": 0.5902721855371236, + "TN": 97114816, + "TP": 3665, + "n_pred": 4591, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8541199038870376, + "FN": 8182, + "FP": 6571, + "IoU": 0.7453833143488315, + "TN": 97063083, + "TP": 43189, + "n_pred": 49760, + "n_ref": 51371 + }, + "14": { + "Dice": 0.930681969051026, + "FN": 7127, + "FP": 11669, + "IoU": 0.8703509546407682, + "TN": 96976049, + "TP": 126180, + "n_pred": 137849, + "n_ref": 133307 + }, + "15": { + "Dice": 0.9204793585183995, + "FN": 5477, + "FP": 5412, + "IoU": 0.8526741621680128, + "TN": 97047114, + "TP": 63022, + "n_pred": 68434, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9454138053909756, + "FN": 10859, + "FP": 7217, + "IoU": 0.8964784578291173, + "TN": 96946414, + "TP": 156535, + "n_pred": 163752, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9410956405135386, + "FN": 21230, + "FP": 3633, + "IoU": 0.8887447030343167, + "TN": 96897548, + "TP": 198614, + "n_pred": 202247, + "n_ref": 219844 + }, + "4": { + "Dice": 0.9052126237691279, + "FN": 640, + "FP": 2835, + "IoU": 0.8268387482559298, + "TN": 97100957, + "TP": 16593, + "n_pred": 19428, + "n_ref": 17233 + }, + "5": { + "Dice": 0.785040344960082, + "FN": 3264, + "FP": 1771, + "IoU": 0.6461451964298264, + "TN": 97106796, + "TP": 9194, + "n_pred": 10965, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9788961545357182, + "FN": 34317, + "FP": 32660, + "IoU": 0.9586646440359137, + "TN": 95500693, + "TP": 1553355, + "n_pred": 1586015, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9044763899925353, + "FN": 45050, + "FP": 14455, + "IoU": 0.8256110427290311, + "TN": 96779805, + "TP": 281715, + "n_pred": 296170, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9580579511566052, + "FN": 5015, + "FP": 3311, + "IoU": 0.9194925497249055, + "TN": 97017606, + "TP": 95093, + "n_pred": 98404, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9149702605344726, + "FN": 8069, + "FP": 8171, + "IoU": 0.8432674490426189, + "TN": 97017409, + "TP": 87376, + "n_pred": 95547, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9720342747681934, + "FN": 7861, + "FP": 3030, + "IoU": 0.9455901601670613, + "TN": 78856239, + "TP": 189275, + "n_pred": 192305, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8504404098507999, + "FN": 7854, + "FP": 22098, + "IoU": 0.7397967161845191, + "TN": 78941295, + "TP": 85158, + "n_pred": 107256, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7500446030330062, + "FN": 907, + "FP": 494, + "IoU": 0.6000570939194976, + "TN": 79052902, + "TP": 2102, + "n_pred": 2596, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5594855305466238, + "FN": 1264, + "FP": 1476, + "IoU": 0.38839285714285715, + "TN": 79051925, + "TP": 1740, + "n_pred": 3216, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7616803062194736, + "FN": 18613, + "FP": 10712, + "IoU": 0.6150918135639939, + "TN": 78980218, + "TP": 46862, + "n_pred": 57574, + "n_ref": 65475 + }, + "14": { + "Dice": 0.49998257536156127, + "FN": 23531, + "FP": 5165, + "IoU": 0.3333178449457519, + "TN": 79013362, + "TP": 14347, + "n_pred": 19512, + "n_ref": 37878 + }, + "15": { + "Dice": 0.6662006151879519, + "FN": 5178, + "FP": 28246, + "IoU": 0.4994758752882686, + "TN": 78989627, + "TP": 33354, + "n_pred": 61600, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9392905775534374, + "FN": 6865, + "FP": 6822, + "IoU": 0.8855305304886718, + "TN": 78936836, + "TP": 105882, + "n_pred": 112704, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9327835016008033, + "FN": 13144, + "FP": 2455, + "IoU": 0.8740339968506481, + "TN": 78932570, + "TP": 108236, + "n_pred": 110691, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8612985804049337, + "FN": 1080, + "FP": 1304, + "IoU": 0.7563866748416105, + "TN": 79046619, + "TP": 7402, + "n_pred": 8706, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8715300193673338, + "FN": 908, + "FP": 286, + "IoU": 0.7723112128146453, + "TN": 79051161, + "TP": 4050, + "n_pred": 4336, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9763698299416981, + "FN": 29570, + "FP": 32827, + "IoU": 0.9538306494874882, + "TN": 77704924, + "TP": 1289084, + "n_pred": 1321911, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.8712510145146373, + "FN": 104688, + "FP": 4452, + "IoU": 0.7718731318637677, + "TN": 78577987, + "TP": 369278, + "n_pred": 373730, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9365460602773689, + "FN": 1307, + "FP": 2788, + "IoU": 0.8806644324639371, + "TN": 79022090, + "TP": 30220, + "n_pred": 33008, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9210550461953261, + "FN": 6043, + "FP": 5142, + "IoU": 0.8536626849659179, + "TN": 78979972, + "TP": 65248, + "n_pred": 70390, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9661548238608062, + "FN": 8419, + "FP": 7345, + "IoU": 0.9345256390021847, + "TN": 122471174, + "TP": 225002, + "n_pred": 232347, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8417476205590848, + "FN": 16252, + "FP": 19147, + "IoU": 0.7267393838339393, + "TN": 122582397, + "TP": 94144, + "n_pred": 113291, + "n_ref": 110396 + }, + "11": { + "Dice": 0.7922264249380462, + "FN": 1145, + "FP": 448, + "IoU": 0.655939524838013, + "TN": 122707310, + "TP": 3037, + "n_pred": 3485, + "n_ref": 4182 + }, + "12": { + "Dice": 0.46312843147809235, + "FN": 4139, + "FP": 848, + "IoU": 0.3013449145418885, + "TN": 122704802, + "TP": 2151, + "n_pred": 2999, + "n_ref": 6290 + }, + "13": { + "Dice": 0.6521466393608975, + "FN": 18453, + "FP": 19255, + "IoU": 0.48384094175621106, + "TN": 122638885, + "TP": 35347, + "n_pred": 54602, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7776014825201202, + "FN": 12863, + "FP": 41382, + "IoU": 0.6361276387370285, + "TN": 122562863, + "TP": 94832, + "n_pred": 136214, + "n_ref": 107695 + }, + "15": { + "Dice": 0.9140488568618399, + "FN": 5552, + "FP": 3012, + "IoU": 0.8417034805271622, + "TN": 122657839, + "TP": 45537, + "n_pred": 48549, + "n_ref": 51089 + }, + "2": { + "Dice": 0.7201175406871609, + "FN": 57296, + "FP": 4614, + "IoU": 0.5626434954611281, + "TN": 122570385, + "TP": 79645, + "n_pred": 84259, + "n_ref": 136941 + }, + "3": { + "Dice": 0.8156612461386024, + "FN": 5937, + "FP": 57317, + "IoU": 0.6887060340457782, + "TN": 122508743, + "TP": 139943, + "n_pred": 197260, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7921448646341029, + "FN": 9809, + "FP": 19404, + "IoU": 0.6558277076779887, + "TN": 122627061, + "TP": 55666, + "n_pred": 75070, + "n_ref": 65475 + }, + "5": { + "Dice": 0.7491353001017294, + "FN": 6163, + "FP": 1235, + "IoU": 0.5988939492517892, + "TN": 122693496, + "TP": 11046, + "n_pred": 12281, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9641104651952972, + "FN": 43802, + "FP": 80309, + "IoU": 0.9307077953799986, + "TN": 120920815, + "TP": 1667014, + "n_pred": 1747323, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.6023251962828031, + "FN": 195223, + "FP": 294671, + "IoU": 0.43094802502047286, + "TN": 121851045, + "TP": 371001, + "n_pred": 665672, + "n_ref": 566224 + }, + "8": { + "Dice": 0.921036029721015, + "FN": 5055, + "FP": 17475, + "IoU": 0.8536300146175085, + "TN": 122558015, + "TP": 131395, + "n_pred": 148870, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8780122736117347, + "FN": 7287, + "FP": 11458, + "IoU": 0.7825506937033084, + "TN": 122625736, + "TP": 67459, + "n_pred": 78917, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/loop_003/summary_cross_val.json b/nnActive_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/loop_003/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..05ca2aefd6575f374302de4fea1be82e97db80c4 --- /dev/null +++ b/nnActive_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/loop_003/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.6442117608590539, + "FN": 1209.0377777777778, + "FP": 1145.4599999999998, + "IoU": 0.5679973618078296, + "TN": 875964.0488888888, + "TP": 9523.586666666666, + "n_pred": 10669.046666666667, + "n_ref": 10732.624444444444 + }, + "mean": { + "1": { + "Dice": 0.7679741231721652, + "FN": 728.3, + "FP": 714.7666666666667, + "IoU": 0.7098641636151676, + "TN": 873940.4, + "TP": 12458.666666666666, + "n_pred": 13173.433333333332, + "n_ref": 13186.966666666667 + }, + "10": { + "Dice": 0.5637405942857119, + "FN": 1994.7333333333333, + "FP": 1336.1, + "IoU": 0.47516325708488805, + "TN": 878105.3333333334, + "TP": 6405.966666666666, + "n_pred": 7742.066666666667, + "n_ref": 8400.7 + }, + "11": { + "Dice": 0.4067469827712739, + "FN": 82.13333333333334, + "FP": 37.03333333333333, + "IoU": 0.3036691314478787, + "TN": 887554.1333333333, + "TP": 168.83333333333334, + "n_pred": 205.86666666666667, + "n_ref": 250.96666666666667 + }, + "12": { + "Dice": 0.36159185044893954, + "FN": 239.93333333333334, + "FP": 89.63333333333334, + "IoU": 0.28323527784194363, + "TN": 887096.1, + "TP": 416.46666666666664, + "n_pred": 506.1, + "n_ref": 656.4 + }, + "13": { + "Dice": 0.6271982540173149, + "FN": 1953.4666666666667, + "FP": 2333.8, + "IoU": 0.5053964046691718, + "TN": 877942.0333333333, + "TP": 5612.833333333333, + "n_pred": 7946.633333333333, + "n_ref": 7566.3 + }, + "14": { + "Dice": 0.5165338526743762, + "FN": 719.9666666666667, + "FP": 836.8, + "IoU": 0.4787850943285799, + "TN": 875149.2333333333, + "TP": 11136.133333333333, + "n_pred": 11972.933333333332, + "n_ref": 11856.1 + }, + "15": { + "Dice": 0.4427252181035243, + "FN": 705.0333333333333, + "FP": 1017.1, + "IoU": 0.3446846839851263, + "TN": 884621.5333333333, + "TP": 1498.4666666666667, + "n_pred": 2515.5666666666666, + "n_ref": 2203.5 + }, + "2": { + "Dice": 0.8343128412768026, + "FN": 639.1666666666666, + "FP": 250.9, + "IoU": 0.779450107135139, + "TN": 879288.4333333333, + "TP": 7663.633333333333, + "n_pred": 7914.533333333334, + "n_ref": 8302.8 + }, + "3": { + "Dice": 0.7852303288412023, + "FN": 449.26666666666665, + "FP": 1141.3666666666666, + "IoU": 0.7345087030556516, + "TN": 875202.4, + "TP": 11049.1, + "n_pred": 12190.466666666667, + "n_ref": 11498.366666666667 + }, + "4": { + "Dice": 0.3970519140461282, + "FN": 1265.7, + "FP": 323.43333333333334, + "IoU": 0.33343358591992234, + "TN": 883378.0666666667, + "TP": 2874.9333333333334, + "n_pred": 3198.366666666667, + "n_ref": 4140.633333333333 + }, + "5": { + "Dice": 0.8421158898885283, + "FN": 205.86666666666667, + "FP": 123.16666666666667, + "IoU": 0.7337463416505672, + "TN": 886662.3, + "TP": 850.8, + "n_pred": 973.9666666666667, + "n_ref": 1056.6666666666667 + }, + "6": { + "Dice": 0.8567886841013772, + "FN": 1680.3666666666666, + "FP": 2770.133333333333, + "IoU": 0.8155785620230372, + "TN": 832963.1333333333, + "TP": 50428.5, + "n_pred": 53198.63333333333, + "n_ref": 52108.86666666667 + }, + "7": { + "Dice": 0.6040434717267259, + "FN": 5921.0, + "FP": 4348.7, + "IoU": 0.5062300465193771, + "TN": 862549.9666666667, + "TP": 15022.466666666667, + "n_pred": 19371.166666666668, + "n_ref": 20943.466666666667 + }, + "8": { + "Dice": 0.9156716909751729, + "FN": 514.6, + "FP": 970.2666666666667, + "IoU": 0.8531232426161462, + "TN": 876246.7666666667, + "TP": 10110.5, + "n_pred": 11080.766666666666, + "n_ref": 10625.1 + }, + "9": { + "Dice": 0.741450716556563, + "FN": 1036.0333333333333, + "FP": 888.7, + "IoU": 0.6630918252248454, + "TN": 878760.9, + "TP": 7156.5, + "n_pred": 8045.2, + "n_ref": 8192.533333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9232105861124106, + "FN": 399, + "FP": 750, + "IoU": 0.8573733862959285, + "TN": 868104, + "TP": 6907, + "n_pred": 7657, + "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": 0.9366379389439045, + "FN": 5424, + "FP": 4935, + "IoU": 0.8808269292715476, + "TN": 789236, + "TP": 76565, + "n_pred": 81500, + "n_ref": 81989 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.823062381852552, + "FN": 220, + "FP": 716, + "IoU": 0.6993254095727593, + "TN": 873047, + "TP": 2177, + "n_pred": 2893, + "n_ref": 2397 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.6187021362353889, + "FN": 1718, + "FP": 174, + "IoU": 0.4479136270790779, + "TN": 872733, + "TP": 1535, + "n_pred": 1709, + "n_ref": 3253 + }, + "8": { + "Dice": 0.9211423198965801, + "FN": 5107, + "FP": 261, + "IoU": 0.8538126361655773, + "TN": 839440, + "TP": 31352, + "n_pred": 31613, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0001.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": 0.8213900561526161, + "FN": 2764, + "FP": 2039, + "IoU": 0.6969142424433646, + "TN": 860313, + "TP": 11044, + "n_pred": 13083, + "n_ref": 13808 + }, + "11": { + "Dice": 0.7472759226713532, + "FN": 345, + "FP": 374, + "IoU": 0.5965207631874299, + "TN": 874378, + "TP": 1063, + "n_pred": 1437, + "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": 0.5850054143576024, + "FN": 3457, + "FP": 3058, + "IoU": 0.4134329701989736, + "TN": 865053, + "TP": 4592, + "n_pred": 7650, + "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": 0.9634589670733745, + "FN": 1984, + "FP": 1514, + "IoU": 0.9294942857718743, + "TN": 826547, + "TP": 46115, + "n_pred": 47629, + "n_ref": 48099 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.20530973451327433, + "FN": 439, + "FP": 10, + "IoU": 0.11439842209072978, + "TN": 875653, + "TP": 58, + "n_pred": 68, + "n_ref": 497 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9475824876601172, + "FN": 5923, + "FP": 4516, + "IoU": 0.9003864688200773, + "TN": 771365, + "TP": 94356, + "n_pred": 98872, + "n_ref": 100279 + }, + "7": { + "Dice": 0.8310205875888343, + "FN": 21093, + "FP": 1971, + "IoU": 0.710894117352119, + "TN": 796383, + "TP": 56713, + "n_pred": 58684, + "n_ref": 77806 + }, + "8": { + "Dice": 0.8544600938967136, + "FN": 11, + "FP": 20, + "IoU": 0.7459016393442623, + "TN": 876038, + "TP": 91, + "n_pred": 111, + "n_ref": 102 + }, + "9": { + "Dice": 0.9448053088023595, + "FN": 854, + "FP": 2290, + "IoU": 0.8953848201510665, + "TN": 846107, + "TP": 26909, + "n_pred": 29199, + "n_ref": 27763 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.7320582407168088, + "FN": 2356, + "FP": 3864, + "IoU": 0.5773595162057484, + "TN": 861443, + "TP": 8497, + "n_pred": 12361, + "n_ref": 10853 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7868390956276942, + "FN": 1668, + "FP": 755, + "IoU": 0.6485859318346628, + "TN": 869265, + "TP": 4472, + "n_pred": 5227, + "n_ref": 6140 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3339, + "IoU": 0.0, + "TN": 872821, + "TP": 0, + "n_pred": 3339, + "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": 0.960787446869707, + "FN": 516, + "FP": 711, + "IoU": 0.9245341041884495, + "TN": 859901, + "TP": 15032, + "n_pred": 15743, + "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": 0.7831774582726784, + "FN": 10852, + "FP": 21, + "IoU": 0.6436250409701737, + "TN": 845650, + "TP": 19637, + "n_pred": 19658, + "n_ref": 30489 + }, + "8": { + "Dice": 0.9453016643550625, + "FN": 197, + "FP": 1065, + "IoU": 0.8962768143338539, + "TN": 863993, + "TP": 10905, + "n_pred": 11970, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9508580647679516, + "FN": 1402, + "FP": 2375, + "IoU": 0.9063197579245003, + "TN": 835842, + "TP": 36541, + "n_pred": 38916, + "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": 0.8877796931415682, + "FN": 7334, + "FP": 5751, + "IoU": 0.7982048948999892, + "TN": 811317, + "TP": 51758, + "n_pred": 57509, + "n_ref": 59092 + }, + "15": { + "Dice": 0.7107648796747557, + "FN": 18387, + "FP": 4521, + "IoU": 0.5513074135735971, + "TN": 825105, + "TP": 28147, + "n_pred": 32668, + "n_ref": 46534 + }, + "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": 538, + "IoU": 0.0, + "TN": 875622, + "TP": 0, + "n_pred": 538, + "n_ref": 0 + }, + "4": { + "Dice": 0.8891801583931769, + "FN": 2961, + "FP": 3042, + "IoU": 0.8004719803230739, + "TN": 846074, + "TP": 24083, + "n_pred": 27125, + "n_ref": 27044 + }, + "5": { + "Dice": 0.8616517622304051, + "FN": 762, + "FP": 816, + "IoU": 0.7569316081330869, + "TN": 869668, + "TP": 4914, + "n_pred": 5730, + "n_ref": 5676 + }, + "6": { + "Dice": 0.9637684429003294, + "FN": 1716, + "FP": 6314, + "IoU": 0.9300705390577375, + "TN": 761330, + "TP": 106800, + "n_pred": 113114, + "n_ref": 108516 + }, + "7": { + "Dice": 0.5616558498509033, + "FN": 657, + "FP": 14337, + "IoU": 0.3904878048780488, + "TN": 851560, + "TP": 9606, + "n_pred": 23943, + "n_ref": 10263 + }, + "8": { + "Dice": 0.9272779023019176, + "FN": 2137, + "FP": 1951, + "IoU": 0.8644157739378462, + "TN": 846009, + "TP": 26063, + "n_pred": 28014, + "n_ref": 28200 + }, + "9": { + "Dice": 0.7525483586162613, + "FN": 2517, + "FP": 566, + "IoU": 0.6032685626045554, + "TN": 868389, + "TP": 4688, + "n_pred": 5254, + "n_ref": 7205 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8278484020434834, + "FN": 1359, + "FP": 90, + "IoU": 0.7062639367524832, + "TN": 1046459, + "TP": 3484, + "n_pred": 3574, + "n_ref": 4843 + }, + "10": { + "Dice": 0.2218700475435816, + "FN": 960, + "FP": 22, + "IoU": 0.12477718360071301, + "TN": 1050270, + "TP": 140, + "n_pred": 162, + "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": 0.8748189530312436, + "FN": 1939, + "FP": 481, + "IoU": 0.7774917248988599, + "TN": 1040516, + "TP": 8456, + "n_pred": 8937, + "n_ref": 10395 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9131439120391405, + "FN": 4611, + "FP": 13550, + "IoU": 0.8401700300104729, + "TN": 937765, + "TP": 95466, + "n_pred": 109016, + "n_ref": 100077 + }, + "7": { + "Dice": 0.27246080436264486, + "FN": 9574, + "FP": 11772, + "IoU": 0.15771613463283746, + "TN": 1026049, + "TP": 3997, + "n_pred": 15769, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9763890134194089, + "FN": 580, + "FP": 2580, + "IoU": 0.9538672661975532, + "TN": 632430, + "TP": 65338, + "n_pred": 67918, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9148400335789572, + "FN": 1744, + "FP": 2821, + "IoU": 0.8430462437682654, + "TN": 1022307, + "TP": 24520, + "n_pred": 27341, + "n_ref": 26264 + }, + "10": { + "Dice": 0.2864786993208479, + "FN": 2449, + "FP": 1018, + "IoU": 0.16718712466970934, + "TN": 1047229, + "TP": 696, + "n_pred": 1714, + "n_ref": 3145 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1051384, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "12": { + "Dice": 0.18564356435643564, + "FN": 584, + "FP": 732, + "IoU": 0.10231923601637108, + "TN": 1049926, + "TP": 150, + "n_pred": 882, + "n_ref": 734 + }, + "13": { + "Dice": 0.44917063557234355, + "FN": 3003, + "FP": 3705, + "IoU": 0.2896325320343111, + "TN": 1041949, + "TP": 2735, + "n_pred": 6440, + "n_ref": 5738 + }, + "14": { + "Dice": 0.5263157894736842, + "FN": 278, + "FP": 28, + "IoU": 0.35714285714285715, + "TN": 1050916, + "TP": 170, + "n_pred": 198, + "n_ref": 448 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 178, + "IoU": 0.0, + "TN": 1051214, + "TP": 0, + "n_pred": 178, + "n_ref": 0 + }, + "2": { + "Dice": 0.6808250572956456, + "FN": 2078, + "FP": 11, + "IoU": 0.5160991429233264, + "TN": 1047075, + "TP": 2228, + "n_pred": 2239, + "n_ref": 4306 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4212962962962963, + "FN": 52, + "FP": 448, + "IoU": 0.2668621700879765, + "TN": 1050710, + "TP": 182, + "n_pred": 630, + "n_ref": 234 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9798051209541081, + "FN": 2237, + "FP": 3676, + "IoU": 0.960409761976499, + "TN": 902037, + "TP": 143442, + "n_pred": 147118, + "n_ref": 145679 + }, + "7": { + "Dice": 0.7647303595206392, + "FN": 52, + "FP": 5602, + "IoU": 0.6190797008690966, + "TN": 1036549, + "TP": 9189, + "n_pred": 14791, + "n_ref": 9241 + }, + "8": { + "Dice": 0.9051202055423013, + "FN": 457, + "FP": 2645, + "IoU": 0.8266845457593027, + "TN": 1033494, + "TP": 14796, + "n_pred": 17441, + "n_ref": 15253 + }, + "9": { + "Dice": 0.8979039319782567, + "FN": 2111, + "FP": 2716, + "IoU": 0.8147238321882316, + "TN": 1025339, + "TP": 21226, + "n_pred": 23942, + "n_ref": 23337 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.0, + "FN": 0, + "FP": 263, + "IoU": 0.0, + "TN": 700665, + "TP": 0, + "n_pred": 263, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 10758, + "IoU": 0.0, + "TN": 690170, + "TP": 0, + "n_pred": 10758, + "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": 0.8227829423048546, + "FN": 651, + "FP": 550, + "IoU": 0.6989220355978942, + "TN": 696939, + "TP": 2788, + "n_pred": 3338, + "n_ref": 3439 + }, + "7": { + "Dice": 0.9329194531303494, + "FN": 4295, + "FP": 1583, + "IoU": 0.874272758384668, + "TN": 654176, + "TP": 40874, + "n_pred": 42457, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0059.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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9050170482221139, + "FN": 168, + "FP": 27, + "IoU": 0.8265124555160143, + "TN": 699804, + "TP": 929, + "n_pred": 956, + "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": 0.8849028400597907, + "FN": 98, + "FP": 133, + "IoU": 0.7935656836461126, + "TN": 699809, + "TP": 888, + "n_pred": 1021, + "n_ref": 986 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9331804086487405, + "FN": 878, + "FP": 695, + "IoU": 0.8747312256112129, + "TN": 688371, + "TP": 10984, + "n_pred": 11679, + "n_ref": 11862 + }, + "8": { + "Dice": 0.9611860075777602, + "FN": 891, + "FP": 871, + "IoU": 0.925272488231053, + "TN": 677349, + "TP": 21817, + "n_pred": 22688, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9762438816946976, + "FN": 1113, + "FP": 1736, + "IoU": 0.953590278230273, + "TN": 990004, + "TP": 58539, + "n_pred": 60275, + "n_ref": 59652 + }, + "10": { + "Dice": 0.8518612306913143, + "FN": 2235, + "FP": 690, + "IoU": 0.7419497132774592, + "TN": 1040057, + "TP": 8410, + "n_pred": 9100, + "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": 0.7281529556218207, + "FN": 3383, + "FP": 12115, + "IoU": 0.5725161361504938, + "TN": 1015138, + "TP": 20756, + "n_pred": 32871, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9681715532050416, + "FN": 1062, + "FP": 587, + "IoU": 0.9383067080698866, + "TN": 1024663, + "TP": 25080, + "n_pred": 25667, + "n_ref": 26142 + }, + "4": { + "Dice": 0.9088032546050401, + "FN": 161, + "FP": 646, + "IoU": 0.8328500414250207, + "TN": 1046564, + "TP": 4021, + "n_pred": 4667, + "n_ref": 4182 + }, + "5": { + "Dice": 0.888267334020315, + "FN": 655, + "FP": 863, + "IoU": 0.7989936440677966, + "TN": 1043840, + "TP": 6034, + "n_pred": 6897, + "n_ref": 6689 + }, + "6": { + "Dice": 0.9380731118569368, + "FN": 2413, + "FP": 6130, + "IoU": 0.8833688291830494, + "TN": 978144, + "TP": 64705, + "n_pred": 70835, + "n_ref": 67118 + }, + "7": { + "Dice": 0.614380664652568, + "FN": 885, + "FP": 5497, + "IoU": 0.4433978719693005, + "TN": 1039926, + "TP": 5084, + "n_pred": 10581, + "n_ref": 5969 + }, + "8": { + "Dice": 0.8856340288924559, + "FN": 1551, + "FP": 6429, + "IoU": 0.7947425279078142, + "TN": 1012514, + "TP": 30898, + "n_pred": 37327, + "n_ref": 32449 + }, + "9": { + "Dice": 0.7423936371670243, + "FN": 7248, + "FP": 914, + "IoU": 0.5903227425588515, + "TN": 1031469, + "TP": 11761, + "n_pred": 12675, + "n_ref": 19009 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9072164948453608, + "FN": 9, + "FP": 36, + "IoU": 0.8301886792452831, + "TN": 1051127, + "TP": 220, + "n_pred": 256, + "n_ref": 229 + }, + "10": { + "Dice": 0.809570806761818, + "FN": 11646, + "FP": 3404, + "IoU": 0.6800663251206395, + "TN": 1004351, + "TP": 31991, + "n_pred": 35395, + "n_ref": 43637 + }, + "11": { + "Dice": 0.3958333333333333, + "FN": 20, + "FP": 96, + "IoU": 0.24675324675324675, + "TN": 1051238, + "TP": 38, + "n_pred": 134, + "n_ref": 58 + }, + "12": { + "Dice": 0.0, + "FN": 116, + "FP": 0, + "IoU": 0.0, + "TN": 1051276, + "TP": 0, + "n_pred": 0, + "n_ref": 116 + }, + "13": { + "Dice": 0.8494642282659803, + "FN": 3566, + "FP": 2517, + "IoU": 0.7383205712810806, + "TN": 1028146, + "TP": 17163, + "n_pred": 19680, + "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": 0.955199811862727, + "FN": 882, + "FP": 1785, + "IoU": 0.9142416154860284, + "TN": 1020293, + "TP": 28432, + "n_pred": 30217, + "n_ref": 29314 + }, + "3": { + "Dice": 0.9726333248277622, + "FN": 471, + "FP": 387, + "IoU": 0.9467246196833281, + "TN": 1035287, + "TP": 15247, + "n_pred": 15634, + "n_ref": 15718 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9171961033460398, + "FN": 419, + "FP": 363, + "IoU": 0.8470565225894778, + "TN": 1046279, + "TP": 4331, + "n_pred": 4694, + "n_ref": 4750 + }, + "6": { + "Dice": 0.9707212944824618, + "FN": 2797, + "FP": 7202, + "IoU": 0.9431083041734233, + "TN": 875637, + "TP": 165756, + "n_pred": 172958, + "n_ref": 168553 + }, + "7": { + "Dice": 0.8518082720955531, + "FN": 1552, + "FP": 11798, + "IoU": 0.7418693684983951, + "TN": 999674, + "TP": 38368, + "n_pred": 50166, + "n_ref": 39920 + }, + "8": { + "Dice": 0.9771460423634337, + "FN": 268, + "FP": 470, + "IoU": 0.9553133514986376, + "TN": 1034877, + "TP": 15777, + "n_pred": 16247, + "n_ref": 16045 + }, + "9": { + "Dice": 0.853102336825141, + "FN": 4856, + "FP": 2436, + "IoU": 0.7438347502283426, + "TN": 1022926, + "TP": 21174, + "n_pred": 23610, + "n_ref": 26030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8770594026911717, + "FN": 451, + "FP": 1422, + "IoU": 0.7810381108253449, + "TN": 1042838, + "TP": 6681, + "n_pred": 8103, + "n_ref": 7132 + }, + "10": { + "Dice": 0.24825295786341936, + "FN": 10770, + "FP": 95, + "IoU": 0.14171735524133028, + "TN": 1038733, + "TP": 1794, + "n_pred": 1889, + "n_ref": 12564 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1051390, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "12": { + "Dice": 0.24966322406825325, + "FN": 1667, + "FP": 4, + "IoU": 0.1426372498717291, + "TN": 1049443, + "TP": 278, + "n_pred": 282, + "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": 12853, + "IoU": 0.0, + "TN": 1038539, + "TP": 0, + "n_pred": 12853, + "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": 0.930797675647121, + "FN": 492, + "FP": 32, + "IoU": 0.8705533596837944, + "TN": 1047344, + "TP": 3524, + "n_pred": 3556, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0142.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": 21, + "IoU": 0.0, + "TN": 876136, + "TP": 0, + "n_pred": 21, + "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": 0.9848866498740554, + "FN": 2214, + "FP": 642, + "IoU": 0.9702233250620348, + "TN": 780246, + "TP": 93058, + "n_pred": 93700, + "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": 0.0, + "FN": 0, + "FP": 173, + "IoU": 0.0, + "TN": 875987, + "TP": 0, + "n_pred": 173, + "n_ref": 0 + }, + "7": { + "Dice": 0.971696448268255, + "FN": 2528, + "FP": 38, + "IoU": 0.9449509793405273, + "TN": 829547, + "TP": 44047, + "n_pred": 44085, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9700262270513301, + "FN": 529, + "FP": 1071, + "IoU": 0.9417970170971263, + "TN": 1023902, + "TP": 25890, + "n_pred": 26961, + "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": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1051384, + "TP": 0, + "n_pred": 8, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 776, + "IoU": 0.0, + "TN": 700152, + "TP": 0, + "n_pred": 776, + "n_ref": 0 + }, + "10": { + "Dice": 0.9480930912635555, + "FN": 586, + "FP": 266, + "IoU": 0.9013089308467508, + "TN": 692295, + "TP": 7781, + "n_pred": 8047, + "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": 0.8760945184118988, + "FN": 4056, + "FP": 1109, + "IoU": 0.7795090715048025, + "TN": 677503, + "TP": 18260, + "n_pred": 19369, + "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": 0.9686741859970206, + "FN": 298, + "FP": 1174, + "IoU": 0.9392513722091536, + "TN": 676697, + "TP": 22759, + "n_pred": 23933, + "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": 0.976701424270052, + "FN": 2559, + "FP": 482, + "IoU": 0.9544637776646402, + "TN": 634146, + "TP": 63741, + "n_pred": 64223, + "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": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8207281512955095, + "FN": 10750, + "FP": 9, + "IoU": 0.6959617938791082, + "TN": 840773, + "TP": 24628, + "n_pred": 24637, + "n_ref": 35378 + }, + "10": { + "Dice": 0.8509496882702624, + "FN": 1506, + "FP": 2606, + "IoU": 0.7405678233438486, + "TN": 860310, + "TP": 11738, + "n_pred": 14344, + "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": 0.6677917414721724, + "FN": 8385, + "FP": 867, + "IoU": 0.501266778071263, + "TN": 857609, + "TP": 9299, + "n_pred": 10166, + "n_ref": 17684 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4335, + "IoU": 0.0, + "TN": 871825, + "TP": 0, + "n_pred": 4335, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9430819065247571, + "FN": 1084, + "FP": 269, + "IoU": 0.8922942206654991, + "TN": 863598, + "TP": 11209, + "n_pred": 11478, + "n_ref": 12293 + }, + "3": { + "Dice": 0.6775956284153005, + "FN": 64, + "FP": 54, + "IoU": 0.512396694214876, + "TN": 875918, + "TP": 124, + "n_pred": 178, + "n_ref": 188 + }, + "4": { + "Dice": 0.0, + "FN": 97, + "FP": 737, + "IoU": 0.0, + "TN": 875326, + "TP": 0, + "n_pred": 737, + "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": 3176, + "IoU": 0.0, + "TN": 872984, + "TP": 0, + "n_pred": 3176, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 7591, + "FP": 0, + "IoU": 0.0, + "TN": 868569, + "TP": 0, + "n_pred": 0, + "n_ref": 7591 + }, + "8": { + "Dice": 0.6373626373626373, + "FN": 30, + "FP": 3, + "IoU": 0.46774193548387094, + "TN": 876098, + "TP": 29, + "n_pred": 32, + "n_ref": 59 + }, + "9": { + "Dice": 0.6581625340404185, + "FN": 125, + "FP": 4645, + "IoU": 0.49049348429822687, + "TN": 866798, + "TP": 4592, + "n_pred": 9237, + "n_ref": 4717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 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": 976, + "IoU": 0.0, + "TN": 873637, + "TP": 0, + "n_pred": 976, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 530, + "IoU": 0.0, + "TN": 875630, + "TP": 0, + "n_pred": 530, + "n_ref": 0 + }, + "10": { + "Dice": 0.8964364276286846, + "FN": 353, + "FP": 824, + "IoU": 0.8123106362621592, + "TN": 869889, + "TP": 5094, + "n_pred": 5918, + "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": 0.8359400754551115, + "FN": 1141, + "FP": 3338, + "IoU": 0.7181246066708622, + "TN": 860270, + "TP": 11411, + "n_pred": 14749, + "n_ref": 12552 + }, + "14": { + "Dice": 0.9397746386627172, + "FN": 4640, + "FP": 3452, + "IoU": 0.8863913965209822, + "TN": 804933, + "TP": 63135, + "n_pred": 66587, + "n_ref": 67775 + }, + "15": { + "Dice": 0.8030025020850708, + "FN": 475, + "FP": 706, + "IoU": 0.6708472686733556, + "TN": 872572, + "TP": 2407, + "n_pred": 3113, + "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": 0.9276159837453437, + "FN": 1782, + "FP": 1638, + "IoU": 0.8650035525380911, + "TN": 850826, + "TP": 21914, + "n_pred": 23552, + "n_ref": 23696 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9614884416555581, + "FN": 4148, + "FP": 5328, + "IoU": 0.925833163752485, + "TN": 748394, + "TP": 118290, + "n_pred": 123618, + "n_ref": 122438 + }, + "7": { + "Dice": 0.9313155731760383, + "FN": 3384, + "FP": 3719, + "IoU": 0.8714598526936789, + "TN": 820901, + "TP": 48156, + "n_pred": 51875, + "n_ref": 51540 + }, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 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": 0.4021164021164021, + "FN": 70, + "FP": 43, + "IoU": 0.25165562913907286, + "TN": 876009, + "TP": 38, + "n_pred": 81, + "n_ref": 108 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9522063372439625, + "FN": 2689, + "FP": 1560, + "IoU": 0.9087727585022329, + "TN": 829584, + "TP": 42327, + "n_pred": 43887, + "n_ref": 45016 + }, + "15": { + "Dice": 0.7270718232044199, + "FN": 194, + "FP": 53, + "IoU": 0.5711805555555556, + "TN": 875584, + "TP": 329, + "n_pred": 382, + "n_ref": 523 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9638107021342407, + "FN": 7, + "FP": 110, + "IoU": 0.9301492537313433, + "TN": 874485, + "TP": 1558, + "n_pred": 1668, + "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": 0.977196556482881, + "FN": 285, + "FP": 62, + "IoU": 0.9554099203289643, + "TN": 868378, + "TP": 7435, + "n_pred": 7497, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.8979542847998293, + "FN": 4001, + "FP": 3651, + "IoU": 0.8148067475011496, + "TN": 834841, + "TP": 33667, + "n_pred": 37318, + "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": 0.6614400202730527, + "FN": 3936, + "FP": 17440, + "IoU": 0.49414298222779657, + "TN": 833903, + "TP": 20881, + "n_pred": 38321, + "n_ref": 24817 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3607, + "IoU": 0.0, + "TN": 872553, + "TP": 0, + "n_pred": 3607, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9690971325238956, + "FN": 1966, + "FP": 1862, + "IoU": 0.9400469851213782, + "TN": 812310, + "TP": 60022, + "n_pred": 61884, + "n_ref": 61988 + }, + "3": { + "Dice": 0.9485875706214689, + "FN": 122, + "FP": 60, + "IoU": 0.9022031166039763, + "TN": 874299, + "TP": 1679, + "n_pred": 1739, + "n_ref": 1801 + }, + "4": { + "Dice": 0.7192355249717757, + "FN": 20401, + "FP": 489, + "IoU": 0.5615673599597036, + "TN": 828513, + "TP": 26757, + "n_pred": 27246, + "n_ref": 47158 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9631986979677544, + "FN": 1632, + "FP": 8498, + "IoU": 0.9290099231933621, + "TN": 733464, + "TP": 132566, + "n_pred": 141064, + "n_ref": 134198 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9346, + "IoU": 0.0, + "TN": 866814, + "TP": 0, + "n_pred": 9346, + "n_ref": 0 + }, + "8": { + "Dice": 0.9592451314996988, + "FN": 446, + "FP": 569, + "IoU": 0.9216820987654321, + "TN": 863200, + "TP": 11945, + "n_pred": 12514, + "n_ref": 12391 + }, + "9": { + "Dice": 0.9067425569176882, + "FN": 2424, + "FP": 984, + "IoU": 0.829395274329195, + "TN": 856184, + "TP": 16568, + "n_pred": 17552, + "n_ref": 18992 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.4967680608365019, + "FN": 5099, + "FP": 195, + "IoU": 0.3304666750980144, + "TN": 868253, + "TP": 2613, + "n_pred": 2808, + "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": 0.04479469099958523, + "FN": 1207, + "FP": 1096, + "IoU": 0.022910479422995334, + "TN": 873803, + "TP": 54, + "n_pred": 1150, + "n_ref": 1261 + }, + "5": { + "Dice": 0.6757848356893703, + "FN": 3371, + "FP": 161, + "IoU": 0.5103285734091224, + "TN": 868947, + "TP": 3681, + "n_pred": 3842, + "n_ref": 7052 + }, + "6": { + "Dice": 0.9767143933685004, + "FN": 486, + "FP": 4458, + "IoU": 0.9544885484939981, + "TN": 767528, + "TP": 103688, + "n_pred": 108146, + "n_ref": 104174 + }, + "7": { + "Dice": 0.5858409016303753, + "FN": 379, + "FP": 3406, + "IoU": 0.4142680284741566, + "TN": 869698, + "TP": 2677, + "n_pred": 6083, + "n_ref": 3056 + }, + "8": { + "Dice": 0.9691766840553413, + "FN": 1278, + "FP": 1440, + "IoU": 0.9401967039978878, + "TN": 830711, + "TP": 42731, + "n_pred": 44171, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9718170852067113, + "FN": 2069, + "FP": 1786, + "IoU": 0.945179180887372, + "TN": 981072, + "TP": 66465, + "n_pred": 68251, + "n_ref": 68534 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2437, + "IoU": 0.0, + "TN": 1048955, + "TP": 0, + "n_pred": 2437, + "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": 6259, + "FP": 0, + "IoU": 0.0, + "TN": 1045133, + "TP": 0, + "n_pred": 0, + "n_ref": 6259 + }, + "14": { + "Dice": 0.93224302376667, + "FN": 1561, + "FP": 3220, + "IoU": 0.8730853972551831, + "TN": 1013721, + "TP": 32890, + "n_pred": 36110, + "n_ref": 34451 + }, + "15": { + "Dice": 0.6418018438557591, + "FN": 1766, + "FP": 13581, + "IoU": 0.4725391806433874, + "TN": 1022296, + "TP": 13749, + "n_pred": 27330, + "n_ref": 15515 + }, + "2": { + "Dice": 0.9091018526320858, + "FN": 6957, + "FP": 594, + "IoU": 0.8333517247467502, + "TN": 1006081, + "TP": 37760, + "n_pred": 38354, + "n_ref": 44717 + }, + "3": { + "Dice": 0.9135190406841632, + "FN": 1936, + "FP": 6437, + "IoU": 0.8408053844398814, + "TN": 998796, + "TP": 44223, + "n_pred": 50660, + "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": 0.9566067995950727, + "FN": 2490, + "FP": 1325, + "IoU": 0.9168229189377752, + "TN": 1005526, + "TP": 42051, + "n_pred": 43376, + "n_ref": 44541 + }, + "7": { + "Dice": 0.3273124712379199, + "FN": 81849, + "FP": 9, + "IoU": 0.1956805832588211, + "TN": 949619, + "TP": 19915, + "n_pred": 19924, + "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": 2326, + "IoU": 0.0, + "TN": 1049066, + "TP": 0, + "n_pred": 2326, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9440527017367618, + "FN": 1128, + "FP": 4664, + "IoU": 0.8940339193911341, + "TN": 821501, + "TP": 48867, + "n_pred": 53531, + "n_ref": 49995 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1570, + "IoU": 0.0, + "TN": 874590, + "TP": 0, + "n_pred": 1570, + "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": 16, + "IoU": 0.0, + "TN": 876144, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "13": { + "Dice": 0.5327754532775453, + "FN": 99, + "FP": 3586, + "IoU": 0.36311787072243346, + "TN": 870374, + "TP": 2101, + "n_pred": 5687, + "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": 0.9511653285524982, + "FN": 220, + "FP": 2286, + "IoU": 0.9068782282338077, + "TN": 849249, + "TP": 24405, + "n_pred": 26691, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.838019599052072, + "FN": 1826, + "FP": 703, + "IoU": 0.7211994267445706, + "TN": 1042321, + "TP": 6542, + "n_pred": 7245, + "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": 0.9242389090815353, + "FN": 1761, + "FP": 1178, + "IoU": 0.8591488545959934, + "TN": 1030526, + "TP": 17927, + "n_pred": 19105, + "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": 857, + "IoU": 0.0, + "TN": 1050535, + "TP": 0, + "n_pred": 857, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9736202829595578, + "FN": 756, + "FP": 4489, + "IoU": 0.9485965737582814, + "TN": 949356, + "TP": 96791, + "n_pred": 101280, + "n_ref": 97547 + }, + "7": { + "Dice": 0.91781980520896, + "FN": 8066, + "FP": 1359, + "IoU": 0.8481210519530746, + "TN": 989336, + "TP": 52631, + "n_pred": 53990, + "n_ref": 60697 + }, + "8": { + "Dice": 0.9485903814262023, + "FN": 165, + "FP": 1106, + "IoU": 0.9022082018927445, + "TN": 1038395, + "TP": 11726, + "n_pred": 12832, + "n_ref": 11891 + }, + "9": { + "Dice": 0.9719829146456237, + "FN": 769, + "FP": 392, + "IoU": 0.9454929577464789, + "TN": 1030092, + "TP": 20139, + "n_pred": 20531, + "n_ref": 20908 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9162936436884512, + "FN": 29, + "FP": 719, + "IoU": 0.8455183808343659, + "TN": 871318, + "TP": 4094, + "n_pred": 4813, + "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": 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": 712, + "IoU": 0.0, + "TN": 875448, + "TP": 0, + "n_pred": 712, + "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": 0.16869443144595228, + "FN": 6847, + "FP": 259, + "IoU": 0.09211703079085218, + "TN": 868333, + "TP": 721, + "n_pred": 980, + "n_ref": 7568 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9377264712427886, + "FN": 8756, + "FP": 2157, + "IoU": 0.8827542491243903, + "TN": 783082, + "TP": 82165, + "n_pred": 84322, + "n_ref": 90921 + }, + "7": { + "Dice": 0.7962463343108505, + "FN": 1029, + "FP": 5919, + "IoU": 0.6614694991229779, + "TN": 855636, + "TP": 13576, + "n_pred": 19495, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9051927736711346, + "FN": 2632, + "FP": 3550, + "IoU": 0.8268056255953381, + "TN": 840466, + "TP": 29512, + "n_pred": 33062, + "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": 0.6805643828651329, + "FN": 7180, + "FP": 2872, + "IoU": 0.5157996146435453, + "TN": 855400, + "TP": 10708, + "n_pred": 13580, + "n_ref": 17888 + }, + "14": { + "Dice": 0.9752000999298569, + "FN": 1336, + "FP": 1245, + "IoU": 0.951600502559679, + "TN": 822833, + "TP": 50746, + "n_pred": 51991, + "n_ref": 52082 + }, + "15": { + "Dice": 0.6591606960081884, + "FN": 329, + "FP": 4, + "IoU": 0.4916030534351145, + "TN": 875505, + "TP": 322, + "n_pred": 326, + "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": 0.8439459720212252, + "FN": 651, + "FP": 643, + "IoU": 0.7300229501356145, + "TN": 871367, + "TP": 3499, + "n_pred": 4142, + "n_ref": 4150 + }, + "6": { + "Dice": 0.9637095020656664, + "FN": 1033, + "FP": 2305, + "IoU": 0.9299607629199101, + "TN": 828501, + "TP": 44321, + "n_pred": 46626, + "n_ref": 45354 + }, + "7": { + "Dice": 0.9368945323189755, + "FN": 1988, + "FP": 1471, + "IoU": 0.8812808896210873, + "TN": 847024, + "TP": 25677, + "n_pred": 27148, + "n_ref": 27665 + }, + "8": { + "Dice": 0.9606641628780391, + "FN": 1111, + "FP": 2073, + "IoU": 0.9243058197033093, + "TN": 834096, + "TP": 38880, + "n_pred": 40953, + "n_ref": 39991 + }, + "9": { + "Dice": 0.9457409178883673, + "FN": 1417, + "FP": 1022, + "IoU": 0.8970668917493142, + "TN": 852465, + "TP": 21256, + "n_pred": 22278, + "n_ref": 22673 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6816090598088946, + "FN": 2041, + "FP": 3357, + "IoU": 0.5170007158196135, + "TN": 864984, + "TP": 5778, + "n_pred": 9135, + "n_ref": 7819 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8359256449165402, + "FN": 1302, + "FP": 428, + "IoU": 0.7181033078051166, + "TN": 870023, + "TP": 4407, + "n_pred": 4835, + "n_ref": 5709 + }, + "13": { + "Dice": 0.8584880983520795, + "FN": 3959, + "FP": 910, + "IoU": 0.7520623281393217, + "TN": 856522, + "TP": 14769, + "n_pred": 15679, + "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": 0.06054131054131054, + "FN": 2431, + "FP": 207, + "IoU": 0.031215571061329415, + "TN": 873437, + "TP": 85, + "n_pred": 292, + "n_ref": 2516 + }, + "3": { + "Dice": 0.7545277235998885, + "FN": 178, + "FP": 2465, + "IoU": 0.6058165548098434, + "TN": 869455, + "TP": 4062, + "n_pred": 6527, + "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": 0.932145641077221, + "FN": 5721, + "FP": 5073, + "IoU": 0.8729145817389768, + "TN": 791225, + "TP": 74141, + "n_pred": 79214, + "n_ref": 79862 + }, + "7": { + "Dice": 0.6470342614772653, + "FN": 452, + "FP": 15609, + "IoU": 0.4782340328763563, + "TN": 845378, + "TP": 14721, + "n_pred": 30330, + "n_ref": 15173 + }, + "8": { + "Dice": 0.8368594413124723, + "FN": 1189, + "FP": 9113, + "IoU": 0.7194826412525528, + "TN": 839435, + "TP": 26423, + "n_pred": 35536, + "n_ref": 27612 + }, + "9": { + "Dice": 0.8458301503243432, + "FN": 5436, + "FP": 6471, + "IoU": 0.7328472066412385, + "TN": 831590, + "TP": 32663, + "n_pred": 39134, + "n_ref": 38099 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9257884972170687, + "FN": 32, + "FP": 48, + "IoU": 0.8618307426597582, + "TN": 700349, + "TP": 499, + "n_pred": 547, + "n_ref": 531 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 891, + "IoU": 0.0, + "TN": 700037, + "TP": 0, + "n_pred": 891, + "n_ref": 0 + }, + "11": { + "Dice": 0.7556349915599245, + "FN": 1873, + "FP": 588, + "IoU": 0.6072454516437918, + "TN": 694662, + "TP": 3805, + "n_pred": 4393, + "n_ref": 5678 + }, + "12": { + "Dice": 0.8778023365961478, + "FN": 132, + "FP": 255, + "IoU": 0.7822172200337648, + "TN": 699151, + "TP": 1390, + "n_pred": 1645, + "n_ref": 1522 + }, + "13": { + "Dice": 0.900709219858156, + "FN": 368, + "FP": 24, + "IoU": 0.8193548387096774, + "TN": 698758, + "TP": 1778, + "n_pred": 1802, + "n_ref": 2146 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 700903, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9665910144715328, + "FN": 1299, + "FP": 70, + "IoU": 0.9353421810796769, + "TN": 679755, + "TP": 19804, + "n_pred": 19874, + "n_ref": 21103 + }, + "3": { + "Dice": 0.9762757194816034, + "FN": 2432, + "FP": 2571, + "IoU": 0.9536510348149932, + "TN": 592986, + "TP": 102939, + "n_pred": 105510, + "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": 0.9790342544289283, + "FN": 1520, + "FP": 1241, + "IoU": 0.9589295808169458, + "TN": 633702, + "TP": 64465, + "n_pred": 65706, + "n_ref": 65985 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 13224, + "IoU": 0.0, + "TN": 687704, + "TP": 0, + "n_pred": 13224, + "n_ref": 0 + }, + "8": { + "Dice": 0.952638700947226, + "FN": 92, + "FP": 223, + "IoU": 0.9095607235142119, + "TN": 697445, + "TP": 3168, + "n_pred": 3391, + "n_ref": 3260 + }, + "9": { + "Dice": 0.9387373343725643, + "FN": 1221, + "FP": 351, + "IoU": 0.8845475910693302, + "TN": 687312, + "TP": 12044, + "n_pred": 12395, + "n_ref": 13265 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0403.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7841191066997518, + "FN": 87, + "FP": 0, + "IoU": 0.6448979591836734, + "TN": 875915, + "TP": 158, + "n_pred": 158, + "n_ref": 245 + }, + "10": { + "Dice": 0.7213343278836866, + "FN": 13714, + "FP": 9075, + "IoU": 0.564130517940479, + "TN": 823876, + "TP": 29495, + "n_pred": 38570, + "n_ref": 43209 + }, + "11": { + "Dice": 0.5417376490630323, + "FN": 226, + "FP": 43, + "IoU": 0.37149532710280375, + "TN": 875732, + "TP": 159, + "n_pred": 202, + "n_ref": 385 + }, + "12": { + "Dice": 0.6395200872568624, + "FN": 1527, + "FP": 456, + "IoU": 0.47006948156066275, + "TN": 872418, + "TP": 1759, + "n_pred": 2215, + "n_ref": 3286 + }, + "13": { + "Dice": 0.6157666045934203, + "FN": 2952, + "FP": 13761, + "IoU": 0.44484304932735425, + "TN": 846055, + "TP": 13392, + "n_pred": 27153, + "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": 0.9265571738456772, + "FN": 196, + "FP": 41, + "IoU": 0.8631639722863741, + "TN": 874428, + "TP": 1495, + "n_pred": 1536, + "n_ref": 1691 + }, + "3": { + "Dice": 0.9695126264412535, + "FN": 1046, + "FP": 247, + "IoU": 0.9408292147171884, + "TN": 854308, + "TP": 20559, + "n_pred": 20806, + "n_ref": 21605 + }, + "4": { + "Dice": 0.0019258545979778526, + "FN": 2073, + "FP": 0, + "IoU": 0.0009638554216867469, + "TN": 874085, + "TP": 2, + "n_pred": 2, + "n_ref": 2075 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9049414696527527, + "FN": 470, + "FP": 2429, + "IoU": 0.8263863935800695, + "TN": 859462, + "TP": 13799, + "n_pred": 16228, + "n_ref": 14269 + }, + "7": { + "Dice": 0.6148035277277555, + "FN": 18808, + "FP": 22903, + "IoU": 0.44383850236006295, + "TN": 801162, + "TP": 33287, + "n_pred": 56190, + "n_ref": 52095 + }, + "8": { + "Dice": 0.9474167857872167, + "FN": 223, + "FP": 807, + "IoU": 0.9000873023571636, + "TN": 865851, + "TP": 9279, + "n_pred": 10086, + "n_ref": 9502 + }, + "9": { + "Dice": 0.9223600502138344, + "FN": 2103, + "FP": 1546, + "IoU": 0.8559074395830043, + "TN": 850836, + "TP": 21675, + "n_pred": 23221, + "n_ref": 23778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.5978681427194138, + "FN": 2132.6755555555555, + "FP": 1736.0533333333333, + "IoU": 0.5113360749940875, + "TN": 978846.0822222222, + "TP": 10266.52222222222, + "n_pred": 12002.575555555553, + "n_ref": 12399.197777777777 + }, + "mean": { + "1": { + "Dice": 0.7305349347474821, + "FN": 1508.5666666666666, + "FP": 1475.4666666666667, + "IoU": 0.6748250660853324, + "TN": 973616.1, + "TP": 16381.2, + "n_pred": 17856.666666666668, + "n_ref": 17889.766666666666 + }, + "10": { + "Dice": 0.5081165174555624, + "FN": 2611.9666666666667, + "FP": 2100.3333333333335, + "IoU": 0.42339725881627066, + "TN": 982074.3333333334, + "TP": 6194.7, + "n_pred": 8295.033333333333, + "n_ref": 8806.666666666666 + }, + "11": { + "Dice": 0.3579332073606724, + "FN": 182.7, + "FP": 100.03333333333333, + "IoU": 0.26071790633205816, + "TN": 992475.5333333333, + "TP": 223.06666666666666, + "n_pred": 323.1, + "n_ref": 405.76666666666665 + }, + "12": { + "Dice": 0.3773686617398338, + "FN": 373.93333333333334, + "FP": 131.16666666666666, + "IoU": 0.27062531832533077, + "TN": 992162.2, + "TP": 314.03333333333336, + "n_pred": 445.2, + "n_ref": 687.9666666666667 + }, + "13": { + "Dice": 0.4293932996927331, + "FN": 2506.9, + "FP": 1423.3, + "IoU": 0.3376661129671958, + "TN": 984670.5333333333, + "TP": 4380.6, + "n_pred": 5803.9, + "n_ref": 6887.5 + }, + "14": { + "Dice": 0.8224394203423523, + "FN": 1715.5333333333333, + "FP": 3875.766666666667, + "IoU": 0.7321578856732042, + "TN": 970989.3666666667, + "TP": 16400.666666666668, + "n_pred": 20276.433333333334, + "n_ref": 18116.2 + }, + "15": { + "Dice": 0.4988383395364691, + "FN": 2118.1, + "FP": 1266.1333333333334, + "IoU": 0.4010552209871585, + "TN": 984035.9666666667, + "TP": 5561.133333333333, + "n_pred": 6827.266666666666, + "n_ref": 7679.233333333334 + }, + "2": { + "Dice": 0.4456646188702031, + "FN": 1017.0333333333333, + "FP": 3457.766666666667, + "IoU": 0.39597910461900043, + "TN": 982604.3333333334, + "TP": 5902.2, + "n_pred": 9359.966666666667, + "n_ref": 6919.233333333334 + }, + "3": { + "Dice": 0.7761497822106567, + "FN": 4601.733333333334, + "FP": 892.0, + "IoU": 0.6906262564635254, + "TN": 972605.6666666666, + "TP": 14881.933333333332, + "n_pred": 15773.933333333332, + "n_ref": 19483.666666666668 + }, + "4": { + "Dice": 0.41765112185220493, + "FN": 508.06666666666666, + "FP": 759.2, + "IoU": 0.3494494369230611, + "TN": 990701.3333333334, + "TP": 1012.7333333333333, + "n_pred": 1771.9333333333334, + "n_ref": 1520.8 + }, + "5": { + "Dice": 0.5146038406579349, + "FN": 1416.3333333333333, + "FP": 316.96666666666664, + "IoU": 0.40795067926939105, + "TN": 989345.0666666667, + "TP": 1902.9666666666667, + "n_pred": 2219.9333333333334, + "n_ref": 3319.3 + }, + "6": { + "Dice": 0.829596190291384, + "FN": 5811.166666666667, + "FP": 3729.0333333333333, + "IoU": 0.746290373047989, + "TN": 937694.4333333333, + "TP": 45746.7, + "n_pred": 49475.73333333333, + "n_ref": 51557.86666666667 + }, + "7": { + "Dice": 0.7188172915149064, + "FN": 6074.533333333334, + "FP": 4382.433333333333, + "IoU": 0.6132177113678277, + "TN": 963009.7333333333, + "TP": 19514.633333333335, + "n_pred": 23897.066666666666, + "n_ref": 25589.166666666668 + }, + "8": { + "Dice": 0.8123189497185311, + "FN": 580.6333333333333, + "FP": 744.8333333333334, + "IoU": 0.745710337532501, + "TN": 983177.6666666666, + "TP": 8478.2, + "n_pred": 9223.033333333333, + "n_ref": 9058.833333333334 + }, + "9": { + "Dice": 0.7285959648002803, + "FN": 962.9333333333333, + "FP": 1386.3666666666666, + "IoU": 0.6203724565014661, + "TN": 983528.9666666667, + "TP": 7103.066666666667, + "n_pred": 8489.433333333332, + "n_ref": 8066.0 + } + }, + "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": 0.0, + "FN": 0, + "FP": 1677, + "IoU": 0.0, + "TN": 874483, + "TP": 0, + "n_pred": 1677, + "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": 135, + "IoU": 0.0, + "TN": 876025, + "TP": 0, + "n_pred": 135, + "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": 0.7548491379310345, + "FN": 511, + "FP": 399, + "IoU": 0.6062310688013847, + "TN": 873849, + "TP": 1401, + "n_pred": 1800, + "n_ref": 1912 + }, + "7": { + "Dice": 0.9738472909204616, + "FN": 2470, + "FP": 1210, + "IoU": 0.9490276469610505, + "TN": 803964, + "TP": 68516, + "n_pred": 69726, + "n_ref": 70986 + }, + "8": { + "Dice": 0.808687217072645, + "FN": 1974, + "FP": 1576, + "IoU": 0.6788202298018637, + "TN": 865107, + "TP": 7503, + "n_pred": 9079, + "n_ref": 9477 + }, + "9": { + "Dice": 0.7092490606824849, + "FN": 230, + "FP": 5419, + "IoU": 0.5494856049126725, + "TN": 863621, + "TP": 6890, + "n_pred": 12309, + "n_ref": 7120 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.7077915213024633, + "FN": 8392, + "FP": 8192, + "IoU": 0.5477378712263765, + "TN": 1014723, + "TP": 20085, + "n_pred": 28277, + "n_ref": 28477 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 1051379, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7017900338655055, + "FN": 7703, + "FP": 10789, + "IoU": 0.5405828426622941, + "TN": 1011141, + "TP": 21759, + "n_pred": 32548, + "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": 0.8539560822586267, + "FN": 386, + "FP": 33, + "IoU": 0.7451338199513382, + "TN": 1049748, + "TP": 1225, + "n_pred": 1258, + "n_ref": 1611 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 1051297, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "4": { + "Dice": 0.7495385000469322, + "FN": 1998, + "FP": 6007, + "IoU": 0.5994094980733624, + "TN": 1031409, + "TP": 11978, + "n_pred": 17985, + "n_ref": 13976 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9761441171117007, + "FN": 3378, + "FP": 947, + "IoU": 0.9533999202680716, + "TN": 958581, + "TP": 88486, + "n_pred": 89433, + "n_ref": 91864 + }, + "7": { + "Dice": 0.1412460713625439, + "FN": 4645, + "FP": 0, + "IoU": 0.07598965585836483, + "TN": 1046365, + "TP": 382, + "n_pred": 382, + "n_ref": 5027 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8245040331371266, + "FN": 579, + "FP": 5056, + "IoU": 0.7014094955489614, + "TN": 1032520, + "TP": 13237, + "n_pred": 18293, + "n_ref": 13816 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6906325326240546, + "FN": 5592, + "FP": 1852, + "IoU": 0.5274550879197614, + "TN": 1035639, + "TP": 8309, + "n_pred": 10161, + "n_ref": 13901 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 1051350, + "TP": 0, + "n_pred": 42, + "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": 0.738834816738359, + "FN": 3823, + "FP": 9352, + "IoU": 0.5858350884914023, + "TN": 1019581, + "TP": 18636, + "n_pred": 27988, + "n_ref": 22459 + }, + "14": { + "Dice": 0.22455552229871295, + "FN": 15170, + "FP": 49599, + "IoU": 0.12647848193453545, + "TN": 977245, + "TP": 9378, + "n_pred": 58977, + "n_ref": 24548 + }, + "15": { + "Dice": 0.03282275711159737, + "FN": 0, + "FP": 884, + "IoU": 0.01668520578420467, + "TN": 1050493, + "TP": 15, + "n_pred": 899, + "n_ref": 15 + }, + "2": { + "Dice": 0.4494703320985247, + "FN": 8463, + "FP": 8, + "IoU": 0.2898818006538687, + "TN": 1039463, + "TP": 3458, + "n_pred": 3466, + "n_ref": 11921 + }, + "3": { + "Dice": 0.03857429409041815, + "FN": 150, + "FP": 6081, + "IoU": 0.019666456891126494, + "TN": 1045036, + "TP": 125, + "n_pred": 6206, + "n_ref": 275 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 246, + "IoU": 0.0, + "TN": 1051146, + "TP": 0, + "n_pred": 246, + "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": 0.41994510521500455, + "FN": 3, + "FP": 1265, + "IoU": 0.26577880718008107, + "TN": 1049665, + "TP": 459, + "n_pred": 1724, + "n_ref": 462 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8593614303959132, + "FN": 1202, + "FP": 1551, + "IoU": 0.7534037979218918, + "TN": 1040228, + "TP": 8411, + "n_pred": 9962, + "n_ref": 9613 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.815445833099815, + "FN": 1788, + "FP": 1505, + "IoU": 0.6883989401968206, + "TN": 1216056, + "TP": 7275, + "n_pred": 8780, + "n_ref": 9063 + }, + "11": { + "Dice": 0.564256480218281, + "FN": 1119, + "FP": 478, + "IoU": 0.39300646142151274, + "TN": 1223993, + "TP": 1034, + "n_pred": 1512, + "n_ref": 2153 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8308817204301076, + "FN": 2909, + "FP": 1023, + "IoU": 0.7106908983886395, + "TN": 1213033, + "TP": 9659, + "n_pred": 10682, + "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": 0.9077557015217658, + "FN": 825, + "FP": 1436, + "IoU": 0.83109218586583, + "TN": 1213238, + "TP": 11125, + "n_pred": 12561, + "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": 0.9202910814012524, + "FN": 2037, + "FP": 3144, + "IoU": 0.8523510971786834, + "TN": 1191534, + "TP": 29909, + "n_pred": 33053, + "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": 0.8693888996742811, + "FN": 2874, + "FP": 3181, + "IoU": 0.7689548593887129, + "TN": 1200417, + "TP": 20152, + "n_pred": 23333, + "n_ref": 23026 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 24367, + "IoU": 0.0, + "TN": 1202257, + "TP": 0, + "n_pred": 24367, + "n_ref": 0 + }, + "10": { + "Dice": 0.41576136991345974, + "FN": 2206, + "FP": 4140, + "IoU": 0.2624360762436076, + "TN": 1218020, + "TP": 2258, + "n_pred": 6398, + "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": 0.41983547676978333, + "FN": 24854, + "FP": 183, + "IoU": 0.2656909901454716, + "TN": 1192528, + "TP": 9059, + "n_pred": 9242, + "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": 0.0, + "FN": 0, + "FP": 1466, + "IoU": 0.0, + "TN": 1225158, + "TP": 0, + "n_pred": 1466, + "n_ref": 0 + }, + "3": { + "Dice": 0.8499049767140738, + "FN": 5720, + "FP": 1467, + "IoU": 0.7389867441438169, + "TN": 1199089, + "TP": 20348, + "n_pred": 21815, + "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": 0.9179658401617538, + "FN": 1048, + "FP": 11286, + "IoU": 0.8483704805576386, + "TN": 1145281, + "TP": 69009, + "n_pred": 80295, + "n_ref": 70057 + }, + "7": { + "Dice": 0.5028404359652856, + "FN": 25547, + "FP": 1320, + "IoU": 0.3358629554555792, + "TN": 1186170, + "TP": 13587, + "n_pred": 14907, + "n_ref": 39134 + }, + "8": { + "Dice": 0.7996422182468694, + "FN": 382, + "FP": 66, + "IoU": 0.6661698956780924, + "TN": 1225282, + "TP": 894, + "n_pred": 960, + "n_ref": 1276 + }, + "9": { + "Dice": 0.6860208643815201, + "FN": 713, + "FP": 4554, + "IoU": 0.5220941838308684, + "TN": 1215603, + "TP": 5754, + "n_pred": 10308, + "n_ref": 6467 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0057.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": 0.0, + "FN": 0, + "FP": 2334, + "IoU": 0.0, + "TN": 873826, + "TP": 0, + "n_pred": 2334, + "n_ref": 0 + }, + "11": { + "Dice": 0.44567404426559354, + "FN": 1168, + "FP": 1036, + "IoU": 0.2867313915857605, + "TN": 873070, + "TP": 886, + "n_pred": 1922, + "n_ref": 2054 + }, + "12": { + "Dice": 0.6086956521739131, + "FN": 3, + "FP": 6, + "IoU": 0.4375, + "TN": 876144, + "TP": 7, + "n_pred": 13, + "n_ref": 10 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8851909435429015, + "FN": 1977, + "FP": 2749, + "IoU": 0.7940292002614949, + "TN": 853215, + "TP": 18219, + "n_pred": 20968, + "n_ref": 20196 + }, + "15": { + "Dice": 0.7566458072590738, + "FN": 969, + "FP": 3892, + "IoU": 0.6085521017877275, + "TN": 863742, + "TP": 7557, + "n_pred": 11449, + "n_ref": 8526 + }, + "2": { + "Dice": 0.903828197945845, + "FN": 28, + "FP": 384, + "IoU": 0.8245315161839863, + "TN": 873812, + "TP": 1936, + "n_pred": 2320, + "n_ref": 1964 + }, + "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": 818, + "IoU": 0.0, + "TN": 875342, + "TP": 0, + "n_pred": 818, + "n_ref": 0 + }, + "5": { + "Dice": 0.542353281295172, + "FN": 4137, + "FP": 612, + "IoU": 0.3720745735819119, + "TN": 868597, + "TP": 2814, + "n_pred": 3426, + "n_ref": 6951 + }, + "6": { + "Dice": 0.9473272159987105, + "FN": 12308, + "FP": 1417, + "IoU": 0.8999256277889579, + "TN": 739012, + "TP": 123423, + "n_pred": 124840, + "n_ref": 135731 + }, + "7": { + "Dice": 0.8304980915131238, + "FN": 2265, + "FP": 1332, + "IoU": 0.710129744540253, + "TN": 863751, + "TP": 8812, + "n_pred": 10144, + "n_ref": 11077 + }, + "8": { + "Dice": 0.9424798907269691, + "FN": 1045, + "FP": 471, + "IoU": 0.8912169919632607, + "TN": 862224, + "TP": 12420, + "n_pred": 12891, + "n_ref": 13465 + }, + "9": { + "Dice": 0.8351869821601852, + "FN": 1464, + "FP": 2952, + "IoU": 0.7170137776353733, + "TN": 860555, + "TP": 11189, + "n_pred": 14141, + "n_ref": 12653 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 3325, + "IoU": 0.0, + "TN": 1048067, + "TP": 0, + "n_pred": 3325, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 232, + "FP": 0, + "IoU": 0.0, + "TN": 1051160, + "TP": 0, + "n_pred": 0, + "n_ref": 232 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6443369021180683, + "FN": 14954, + "FP": 6506, + "IoU": 0.47529279444485195, + "TN": 1010493, + "TP": 19439, + "n_pred": 25945, + "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": 13040, + "IoU": 0.0, + "TN": 1038352, + "TP": 0, + "n_pred": 13040, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8085099836938129, + "FN": 5656, + "FP": 19240, + "IoU": 0.6785705063650683, + "TN": 973938, + "TP": 52558, + "n_pred": 71798, + "n_ref": 58214 + }, + "7": { + "Dice": 0.7310328447339848, + "FN": 27515, + "FP": 4193, + "IoU": 0.5760849220567394, + "TN": 976594, + "TP": 43090, + "n_pred": 47283, + "n_ref": 70605 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6373205741626794, + "FN": 666, + "FP": 850, + "IoU": 0.46769662921348315, + "TN": 1048544, + "TP": 1332, + "n_pred": 2182, + "n_ref": 1998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 700899, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "10": { + "Dice": 0.8234817157220465, + "FN": 4114, + "FP": 6771, + "IoU": 0.6999310820124053, + "TN": 664653, + "TP": 25390, + "n_pred": 32161, + "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": 0.8777378045370664, + "FN": 3252, + "FP": 3307, + "IoU": 0.7821147393947447, + "TN": 670825, + "TP": 23544, + "n_pred": 26851, + "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": 0.5789473684210527, + "FN": 105, + "FP": 87, + "IoU": 0.4074074074074074, + "TN": 700604, + "TP": 132, + "n_pred": 219, + "n_ref": 237 + }, + "5": { + "Dice": 0.8519321924961838, + "FN": 2494, + "FP": 1192, + "IoU": 0.7420573827851644, + "TN": 686638, + "TP": 10604, + "n_pred": 11796, + "n_ref": 13098 + }, + "6": { + "Dice": 0.7933860462880626, + "FN": 3067, + "FP": 5530, + "IoU": 0.6575309723937378, + "TN": 675825, + "TP": 16506, + "n_pred": 22036, + "n_ref": 19573 + }, + "7": { + "Dice": 0.6601030267930624, + "FN": 9771, + "FP": 1380, + "IoU": 0.4926520769825743, + "TN": 678949, + "TP": 10828, + "n_pred": 12208, + "n_ref": 20599 + }, + "8": { + "Dice": 0.9605368911750523, + "FN": 1191, + "FP": 773, + "IoU": 0.9240702079950515, + "TN": 675062, + "TP": 23902, + "n_pred": 24675, + "n_ref": 25093 + }, + "9": { + "Dice": 0.8521535306182244, + "FN": 5424, + "FP": 2145, + "IoU": 0.7423933020216459, + "TN": 671546, + "TP": 21813, + "n_pred": 23958, + "n_ref": 27237 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.820204334956555, + "FN": 1010, + "FP": 873, + "IoU": 0.6952088054386533, + "TN": 1220446, + "TP": 4295, + "n_pred": 5168, + "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": 72, + "IoU": 0.0, + "TN": 1226552, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "13": { + "Dice": 0.7958470498860472, + "FN": 598, + "FP": 3433, + "IoU": 0.6609185733512786, + "TN": 1214736, + "TP": 7857, + "n_pred": 11290, + "n_ref": 8455 + }, + "14": { + "Dice": 0.8128967746436295, + "FN": 1071, + "FP": 15021, + "IoU": 0.6847734529569629, + "TN": 1175575, + "TP": 34957, + "n_pred": 49978, + "n_ref": 36028 + }, + "15": { + "Dice": 0.5839519893309625, + "FN": 7491, + "FP": 1868, + "IoU": 0.4123814905506373, + "TN": 1210697, + "TP": 6568, + "n_pred": 8436, + "n_ref": 14059 + }, + "2": { + "Dice": 0.9094022206437624, + "FN": 10164, + "FP": 1953, + "IoU": 0.8338566590338813, + "TN": 1153693, + "TP": 60814, + "n_pred": 62767, + "n_ref": 70978 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9432731508444963, + "FN": 325, + "FP": 162, + "IoU": 0.892636684303351, + "TN": 1222088, + "TP": 4049, + "n_pred": 4211, + "n_ref": 4374 + }, + "5": { + "Dice": 0.5241897604509159, + "FN": 4180, + "FP": 885, + "IoU": 0.35518777848504135, + "TN": 1218769, + "TP": 2790, + "n_pred": 3675, + "n_ref": 6970 + }, + "6": { + "Dice": 0.9699221624242698, + "FN": 5491, + "FP": 5178, + "IoU": 0.9416008451428916, + "TN": 1043933, + "TP": 172022, + "n_pred": 177200, + "n_ref": 177513 + }, + "7": { + "Dice": 0.7171967933798811, + "FN": 750, + "FP": 10186, + "IoU": 0.5590855944845382, + "TN": 1201821, + "TP": 13867, + "n_pred": 24053, + "n_ref": 14617 + }, + "8": { + "Dice": 0.6261061946902655, + "FN": 47, + "FP": 291, + "IoU": 0.4557165861513688, + "TN": 1226003, + "TP": 283, + "n_pred": 574, + "n_ref": 330 + }, + "9": { + "Dice": 0.38636363636363635, + "FN": 0, + "FP": 54, + "IoU": 0.23943661971830985, + "TN": 1226553, + "TP": 17, + "n_pred": 71, + "n_ref": 17 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9039663387166635, + "FN": 3951, + "FP": 5361, + "IoU": 0.8247614746231582, + "TN": 998253, + "TP": 43827, + "n_pred": 49188, + "n_ref": 47778 + }, + "10": { + "Dice": 0.8526700080440567, + "FN": 927, + "FP": 1454, + "IoU": 0.7431776507388631, + "TN": 1042121, + "TP": 6890, + "n_pred": 8344, + "n_ref": 7817 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6083771301162606, + "FN": 1999, + "FP": 460, + "IoU": 0.4371709773403525, + "TN": 1047023, + "TP": 1910, + "n_pred": 2370, + "n_ref": 3909 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 85, + "IoU": 0.0, + "TN": 1051307, + "TP": 0, + "n_pred": 85, + "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": 0.9325572567379476, + "FN": 1327, + "FP": 272, + "IoU": 0.8736367946894262, + "TN": 1038738, + "TP": 11055, + "n_pred": 11327, + "n_ref": 12382 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1051388, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "6": { + "Dice": 0.6398221144127754, + "FN": 5135, + "FP": 3774, + "IoU": 0.470395910117703, + "TN": 1034570, + "TP": 7913, + "n_pred": 11687, + "n_ref": 13048 + }, + "7": { + "Dice": 0.8143543049524647, + "FN": 1398, + "FP": 8307, + "IoU": 0.6868445677777419, + "TN": 1020401, + "TP": 21286, + "n_pred": 29593, + "n_ref": 22684 + }, + "8": { + "Dice": 0.9296363271046816, + "FN": 181, + "FP": 1570, + "IoU": 0.8685238023727286, + "TN": 1038074, + "TP": 11567, + "n_pred": 13137, + "n_ref": 11748 + }, + "9": { + "Dice": 0.5982444294395679, + "FN": 551, + "FP": 44, + "IoU": 0.42678227360308285, + "TN": 1050354, + "TP": 443, + "n_pred": 487, + "n_ref": 994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9343971631205674, + "FN": 584, + "FP": 82, + "IoU": 0.8768718801996672, + "TN": 870751, + "TP": 4743, + "n_pred": 4825, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9639480650447497, + "FN": 245, + "FP": 327, + "IoU": 0.9304051587784402, + "TN": 867941, + "TP": 7647, + "n_pred": 7974, + "n_ref": 7892 + }, + "10": { + "Dice": 0.9435544118867768, + "FN": 1011, + "FP": 349, + "IoU": 0.8931405672978706, + "TN": 863433, + "TP": 11367, + "n_pred": 11716, + "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": 25957, + "IoU": 0.0, + "TN": 850203, + "TP": 0, + "n_pred": 25957, + "n_ref": 0 + }, + "3": { + "Dice": 0.7648791356366744, + "FN": 30053, + "FP": 761, + "IoU": 0.6192747266324828, + "TN": 795225, + "TP": 50121, + "n_pred": 50882, + "n_ref": 80174 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7685797408093097, + "FN": 1402, + "FP": 1223, + "IoU": 0.6241408934707904, + "TN": 869176, + "TP": 4359, + "n_pred": 5582, + "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": 0.964325038537767, + "FN": 1717, + "FP": 875, + "IoU": 0.9311078035296619, + "TN": 838536, + "TP": 35032, + "n_pred": 35907, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6470902295782167, + "FN": 667, + "FP": 655, + "IoU": 0.47829518547750594, + "TN": 1224090, + "TP": 1212, + "n_pred": 1867, + "n_ref": 1879 + }, + "10": { + "Dice": 0.9243182184928191, + "FN": 176, + "FP": 293, + "IoU": 0.8592859285928592, + "TN": 1223291, + "TP": 2864, + "n_pred": 3157, + "n_ref": 3040 + }, + "11": { + "Dice": 0.6313907758312478, + "FN": 1706, + "FP": 356, + "IoU": 0.461337513061651, + "TN": 1222796, + "TP": 1766, + "n_pred": 2122, + "n_ref": 3472 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7887168141592921, + "FN": 516, + "FP": 248, + "IoU": 0.6511415525114155, + "TN": 1224434, + "TP": 1426, + "n_pred": 1674, + "n_ref": 1942 + }, + "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": 0.8161766436759963, + "FN": 1941, + "FP": 5868, + "IoU": 0.6894412408033406, + "TN": 1201479, + "TP": 17336, + "n_pred": 23204, + "n_ref": 19277 + }, + "3": { + "Dice": 0.8824798901314499, + "FN": 6487, + "FP": 3696, + "IoU": 0.7896769662921348, + "TN": 1178208, + "TP": 38233, + "n_pred": 41929, + "n_ref": 44720 + }, + "4": { + "Dice": 0.8393194706994329, + "FN": 24, + "FP": 61, + "IoU": 0.7231270358306189, + "TN": 1226317, + "TP": 222, + "n_pred": 283, + "n_ref": 246 + }, + "5": { + "Dice": 0.14082173624917163, + "FN": 4800, + "FP": 386, + "IoU": 0.07574407414008198, + "TN": 1221013, + "TP": 425, + "n_pred": 811, + "n_ref": 5225 + }, + "6": { + "Dice": 0.9625167470862588, + "FN": 5665, + "FP": 5498, + "IoU": 0.9277419605406245, + "TN": 1072136, + "TP": 143325, + "n_pred": 148823, + "n_ref": 148990 + }, + "7": { + "Dice": 0.9301396562555371, + "FN": 3226, + "FP": 1111, + "IoU": 0.8694028727152278, + "TN": 1193415, + "TP": 28872, + "n_pred": 29983, + "n_ref": 32098 + }, + "8": { + "Dice": 0.934529522219904, + "FN": 1048, + "FP": 2090, + "IoU": 0.8771050364220255, + "TN": 1201090, + "TP": 22396, + "n_pred": 24486, + "n_ref": 23444 + }, + "9": { + "Dice": 0.8903069606571552, + "FN": 1595, + "FP": 4748, + "IoU": 0.802300211943648, + "TN": 1194540, + "TP": 25741, + "n_pred": 30489, + "n_ref": 27336 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6716899892357373, + "FN": 1825, + "FP": 5, + "IoU": 0.5056726094003241, + "TN": 872458, + "TP": 1872, + "n_pred": 1877, + "n_ref": 3697 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 60, + "IoU": 0.0, + "TN": 876100, + "TP": 0, + "n_pred": 60, + "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": 6, + "IoU": 0.0, + "TN": 876154, + "TP": 0, + "n_pred": 6, + "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": 0.2222222222222222, + "FN": 7, + "FP": 0, + "IoU": 0.125, + "TN": 876152, + "TP": 1, + "n_pred": 1, + "n_ref": 8 + }, + "6": { + "Dice": 0.9043404092360984, + "FN": 8277, + "FP": 2714, + "IoU": 0.8253844687341129, + "TN": 813216, + "TP": 51953, + "n_pred": 54667, + "n_ref": 60230 + }, + "7": { + "Dice": 0.756761848178123, + "FN": 3579, + "FP": 29992, + "IoU": 0.6087022402499009, + "TN": 790366, + "TP": 52223, + "n_pred": 82215, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9032565659915839, + "FN": 8545, + "FP": 789, + "IoU": 0.8235805549255311, + "TN": 998484, + "TP": 43574, + "n_pred": 44363, + "n_ref": 52119 + }, + "10": { + "Dice": 0.47176009324997353, + "FN": 13456, + "FP": 1499, + "IoU": 0.3086950492303425, + "TN": 1029759, + "TP": 6678, + "n_pred": 8177, + "n_ref": 20134 + }, + "11": { + "Dice": 0.4051150895140665, + "FN": 702, + "FP": 461, + "IoU": 0.25400898011545864, + "TN": 1049833, + "TP": 396, + "n_pred": 857, + "n_ref": 1098 + }, + "12": { + "Dice": 0.5684513115343155, + "FN": 501, + "FP": 700, + "IoU": 0.3970883534136546, + "TN": 1049400, + "TP": 791, + "n_pred": 1491, + "n_ref": 1292 + }, + "13": { + "Dice": 0.45282112845138056, + "FN": 718, + "FP": 1561, + "IoU": 0.292675356921167, + "TN": 1048170, + "TP": 943, + "n_pred": 2504, + "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": 0.8832926214570974, + "FN": 5396, + "FP": 624, + "IoU": 0.7909794798791708, + "TN": 1022591, + "TP": 22781, + "n_pred": 23405, + "n_ref": 28177 + }, + "3": { + "Dice": 0.8855601191914311, + "FN": 1332, + "FP": 89, + "IoU": 0.7946235005058534, + "TN": 1044473, + "TP": 5498, + "n_pred": 5587, + "n_ref": 6830 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 130, + "IoU": 0.0, + "TN": 1051262, + "TP": 0, + "n_pred": 130, + "n_ref": 0 + }, + "5": { + "Dice": 0.8382168068852142, + "FN": 683, + "FP": 990, + "IoU": 0.7214915931413352, + "TN": 1045385, + "TP": 4334, + "n_pred": 5324, + "n_ref": 5017 + }, + "6": { + "Dice": 0.9042150355273546, + "FN": 10462, + "FP": 15744, + "IoU": 0.8251756182496214, + "TN": 901493, + "TP": 123693, + "n_pred": 139437, + "n_ref": 134155 + }, + "7": { + "Dice": 0.84939733378764, + "FN": 5294, + "FP": 1778, + "IoU": 0.738219507680918, + "TN": 1024377, + "TP": 19943, + "n_pred": 21721, + "n_ref": 25237 + }, + "8": { + "Dice": 0.9171932158297307, + "FN": 285, + "FP": 2454, + "IoU": 0.847051597051597, + "TN": 1033484, + "TP": 15169, + "n_pred": 17623, + "n_ref": 15454 + }, + "9": { + "Dice": 0.9329785886228303, + "FN": 1156, + "FP": 960, + "IoU": 0.8743766326288293, + "TN": 1034548, + "TP": 14728, + "n_pred": 15688, + "n_ref": 15884 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.8641110363254401, + "FN": 7343, + "FP": 19307, + "IoU": 0.7607354802797555, + "TN": 940009, + "TP": 84733, + "n_pred": 104040, + "n_ref": 92076 + }, + "15": { + "Dice": 0.8792060699362216, + "FN": 1566, + "FP": 2828, + "IoU": 0.7844493500122639, + "TN": 1031007, + "TP": 15991, + "n_pred": 18819, + "n_ref": 17557 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 24759, + "IoU": 0.0, + "TN": 1026633, + "TP": 0, + "n_pred": 24759, + "n_ref": 0 + }, + "3": { + "Dice": 0.6840138939375581, + "FN": 29569, + "FP": 1725, + "IoU": 0.5197728842169876, + "TN": 986227, + "TP": 33871, + "n_pred": 35596, + "n_ref": 63440 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7786057692307692, + "FN": 5302, + "FP": 224, + "IoU": 0.6374729383979532, + "TN": 1036149, + "TP": 9717, + "n_pred": 9941, + "n_ref": 15019 + }, + "6": { + "Dice": 0.8894227647555354, + "FN": 1550, + "FP": 153, + "IoU": 0.8008652946679139, + "TN": 1042840, + "TP": 6849, + "n_pred": 7002, + "n_ref": 8399 + }, + "7": { + "Dice": 0.8597416420726692, + "FN": 7764, + "FP": 933, + "IoU": 0.7539884589273591, + "TN": 1016040, + "TP": 26655, + "n_pred": 27588, + "n_ref": 34419 + }, + "8": { + "Dice": 0.9470789074355084, + "FN": 502, + "FP": 56, + "IoU": 0.8994775716087191, + "TN": 1045841, + "TP": 4993, + "n_pred": 5049, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9542641764176417, + "FN": 290, + "FP": 1336, + "IoU": 0.9125289149497015, + "TN": 857571, + "TP": 16963, + "n_pred": 18299, + "n_ref": 17253 + }, + "10": { + "Dice": 0.017761488581900197, + "FN": 12438, + "FP": 1498, + "IoU": 0.00896031858910539, + "TN": 862098, + "TP": 126, + "n_pred": 1624, + "n_ref": 12564 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.33785377358490565, + "FN": 2195, + "FP": 51, + "IoU": 0.2032635686413622, + "TN": 873341, + "TP": 573, + "n_pred": 624, + "n_ref": 2768 + }, + "13": { + "Dice": 0.09406322282189669, + "FN": 432, + "FP": 743, + "IoU": 0.049352750809061485, + "TN": 874924, + "TP": 61, + "n_pred": 804, + "n_ref": 493 + }, + "14": { + "Dice": 0.9183053595846896, + "FN": 4094, + "FP": 2657, + "IoU": 0.8489506421443594, + "TN": 831466, + "TP": 37943, + "n_pred": 40600, + "n_ref": 42037 + }, + "15": { + "Dice": 0.8284500693481276, + "FN": 735, + "FP": 3223, + "IoU": 0.7071402145763966, + "TN": 862645, + "TP": 9557, + "n_pred": 12780, + "n_ref": 10292 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9103618421052632, + "FN": 2481, + "FP": 571, + "IoU": 0.8354716981132075, + "TN": 857610, + "TP": 15498, + "n_pred": 16069, + "n_ref": 17979 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 876109, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "5": { + "Dice": 0.5249739437184319, + "FN": 4705, + "FP": 1220, + "IoU": 0.3559082508968366, + "TN": 866961, + "TP": 3274, + "n_pred": 4494, + "n_ref": 7979 + }, + "6": { + "Dice": 0.9180956495908833, + "FN": 1271, + "FP": 13894, + "IoU": 0.8485922523961661, + "TN": 776000, + "TP": 84995, + "n_pred": 98889, + "n_ref": 86266 + }, + "7": { + "Dice": 0.6556868601295177, + "FN": 18142, + "FP": 5837, + "IoU": 0.48774860609685755, + "TN": 829349, + "TP": 22832, + "n_pred": 28669, + "n_ref": 40974 + }, + "8": { + "Dice": 0.8939599337249586, + "FN": 5583, + "FP": 2865, + "IoU": 0.8082527577284488, + "TN": 832102, + "TP": 35610, + "n_pred": 38475, + "n_ref": 41193 + }, + "9": { + "Dice": 0.0, + "FN": 13, + "FP": 72, + "IoU": 0.0, + "TN": 876075, + "TP": 0, + "n_pred": 72, + "n_ref": 13 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8794820717131474, + "FN": 171, + "FP": 71, + "IoU": 0.7848888888888889, + "TN": 1050267, + "TP": 883, + "n_pred": 954, + "n_ref": 1054 + }, + "10": { + "Dice": 0.9106440157404742, + "FN": 328, + "FP": 603, + "IoU": 0.8359471365638766, + "TN": 1045717, + "TP": 4744, + "n_pred": 5347, + "n_ref": 5072 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4829467939972715, + "FN": 71, + "FP": 308, + "IoU": 0.3183453237410072, + "TN": 1050836, + "TP": 177, + "n_pred": 485, + "n_ref": 248 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1051391, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "14": { + "Dice": 0.7922257166776026, + "FN": 1272, + "FP": 7911, + "IoU": 0.6559385537654552, + "TN": 1024702, + "TP": 17507, + "n_pred": 25418, + "n_ref": 18779 + }, + "15": { + "Dice": 0.8429845637362999, + "FN": 21463, + "FP": 2390, + "IoU": 0.7285854080378681, + "TN": 963508, + "TP": 64031, + "n_pred": 66421, + "n_ref": 85494 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6674, + "IoU": 0.0, + "TN": 1044718, + "TP": 0, + "n_pred": 6674, + "n_ref": 0 + }, + "3": { + "Dice": 0.8820584995716558, + "FN": 14086, + "FP": 5188, + "IoU": 0.7890023755569422, + "TN": 960045, + "TP": 72073, + "n_pred": 77261, + "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": 0.0, + "FN": 880, + "FP": 0, + "IoU": 0.0, + "TN": 1050512, + "TP": 0, + "n_pred": 0, + "n_ref": 880 + }, + "7": { + "Dice": 0.6602459967509863, + "FN": 2917, + "FP": 11, + "IoU": 0.49281136324268143, + "TN": 1045619, + "TP": 2845, + "n_pred": 2856, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.958904109589041, + "FN": 79, + "FP": 44, + "IoU": 0.9210526315789473, + "TN": 874602, + "TP": 1435, + "n_pred": 1479, + "n_ref": 1514 + }, + "10": { + "Dice": 0.8757749050891441, + "FN": 3127, + "FP": 2043, + "IoU": 0.7790031632042405, + "TN": 852766, + "TP": 18224, + "n_pred": 20267, + "n_ref": 21351 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7045689476948522, + "FN": 881, + "FP": 548, + "IoU": 0.5438876476220874, + "TN": 873027, + "TP": 1704, + "n_pred": 2252, + "n_ref": 2585 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.955996852289034, + "FN": 1778, + "FP": 2975, + "IoU": 0.9157030363223609, + "TN": 819776, + "TP": 51631, + "n_pred": 54606, + "n_ref": 53409 + }, + "15": { + "Dice": 0.24856383964420287, + "FN": 11496, + "FP": 669, + "IoU": 0.14192001128588558, + "TN": 861983, + "TP": 2012, + "n_pred": 2681, + "n_ref": 13508 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9338390223345976, + "FN": 107, + "FP": 50, + "IoU": 0.8758893280632412, + "TN": 874895, + "TP": 1108, + "n_pred": 1158, + "n_ref": 1215 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4468864468864469, + "FN": 334, + "FP": 270, + "IoU": 0.28773584905660377, + "TN": 875312, + "TP": 244, + "n_pred": 514, + "n_ref": 578 + }, + "6": { + "Dice": 0.8580465977472612, + "FN": 187, + "FP": 1653, + "IoU": 0.7513849479800027, + "TN": 868759, + "TP": 5561, + "n_pred": 7214, + "n_ref": 5748 + }, + "7": { + "Dice": 0.8507932166301969, + "FN": 745, + "FP": 7983, + "IoU": 0.7403308342258718, + "TN": 842548, + "TP": 24884, + "n_pred": 32867, + "n_ref": 25629 + }, + "8": { + "Dice": 0.9652948570803956, + "FN": 478, + "FP": 157, + "IoU": 0.9329178111134587, + "TN": 866694, + "TP": 8831, + "n_pred": 8988, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 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": 4, + "FP": 0, + "IoU": 0.0, + "TN": 876156, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "14": { + "Dice": 0.982182699050169, + "FN": 1085, + "FP": 1151, + "IoU": 0.9649891961293959, + "TN": 812294, + "TP": 61630, + "n_pred": 62781, + "n_ref": 62715 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 876113, + "TP": 0, + "n_pred": 47, + "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": 0.88671875, + "FN": 881, + "FP": 47, + "IoU": 0.7964912280701755, + "TN": 871600, + "TP": 3632, + "n_pred": 3679, + "n_ref": 4513 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9877871681942626, + "FN": 1057, + "FP": 1508, + "IoU": 0.9758690436991392, + "TN": 769865, + "TP": 103730, + "n_pred": 105238, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9492614171765299, + "FN": 2952, + "FP": 871, + "IoU": 0.9034230137678414, + "TN": 1011807, + "TP": 35762, + "n_pred": 36633, + "n_ref": 38714 + }, + "10": { + "Dice": 0.19309372797744892, + "FN": 1137, + "FP": 8, + "IoU": 0.10686427457098284, + "TN": 1050110, + "TP": 137, + "n_pred": 145, + "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": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 1051355, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "14": { + "Dice": 0.9167899556159782, + "FN": 1738, + "FP": 4505, + "IoU": 0.8463639719453673, + "TN": 1010757, + "TP": 34392, + "n_pred": 38897, + "n_ref": 36130 + }, + "15": { + "Dice": 0.35190097259062775, + "FN": 216, + "FP": 517, + "IoU": 0.21351931330472104, + "TN": 1050460, + "TP": 199, + "n_pred": 716, + "n_ref": 415 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8922413793103449, + "FN": 121, + "FP": 79, + "IoU": 0.8054474708171206, + "TN": 1050364, + "TP": 828, + "n_pred": 907, + "n_ref": 949 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0012942191544434857, + "FN": 9260, + "FP": 0, + "IoU": 0.0006475285991797971, + "TN": 1042126, + "TP": 6, + "n_pred": 6, + "n_ref": 9266 + }, + "6": { + "Dice": 0.7132152588555858, + "FN": 57, + "FP": 1627, + "IoU": 0.5542615140285866, + "TN": 1047614, + "TP": 2094, + "n_pred": 3721, + "n_ref": 2151 + }, + "7": { + "Dice": 0.9405870004356953, + "FN": 2678, + "FP": 322, + "IoU": 0.8878378883613115, + "TN": 1024645, + "TP": 23747, + "n_pred": 24069, + "n_ref": 26425 + }, + "8": { + "Dice": 0.7660550458715596, + "FN": 525, + "FP": 189, + "IoU": 0.620817843866171, + "TN": 1049509, + "TP": 1169, + "n_pred": 1358, + "n_ref": 1694 + }, + "9": { + "Dice": 0.8718275121330257, + "FN": 1489, + "FP": 122, + "IoU": 0.7727785613540198, + "TN": 1044302, + "TP": 5479, + "n_pred": 5601, + "n_ref": 6968 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9471390469472776, + "FN": 15385, + "FP": 1402, + "IoU": 0.899586069937432, + "TN": 884214, + "TP": 150391, + "n_pred": 151793, + "n_ref": 165776 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3512, + "IoU": 0.0, + "TN": 1047880, + "TP": 0, + "n_pred": 3512, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3044776119402985, + "FN": 1587, + "FP": 44, + "IoU": 0.1795774647887324, + "TN": 1049404, + "TP": 357, + "n_pred": 401, + "n_ref": 1944 + }, + "13": { + "Dice": 0.8479554373971389, + "FN": 1135, + "FP": 66, + "IoU": 0.736043956043956, + "TN": 1046842, + "TP": 3349, + "n_pred": 3415, + "n_ref": 4484 + }, + "14": { + "Dice": 0.9258698186488121, + "FN": 7928, + "FP": 3963, + "IoU": 0.8619717001938502, + "TN": 965243, + "TP": 74258, + "n_pred": 78221, + "n_ref": 82186 + }, + "15": { + "Dice": 0.5390775144138373, + "FN": 7001, + "FP": 1633, + "IoU": 0.36899802674852006, + "TN": 1037709, + "TP": 5049, + "n_pred": 6682, + "n_ref": 12050 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1051391, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.7476895809596151, + "FN": 819, + "FP": 1174, + "IoU": 0.5970481196926809, + "TN": 1046446, + "TP": 2953, + "n_pred": 4127, + "n_ref": 3772 + }, + "4": { + "Dice": 0.5963651003623397, + "FN": 11909, + "FP": 2127, + "IoU": 0.4248719524687564, + "TN": 1026987, + "TP": 10369, + "n_pred": 12496, + "n_ref": 22278 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5349847267204731, + "FN": 80664, + "FP": 171, + "IoU": 0.3651734807671164, + "TN": 924058, + "TP": 46499, + "n_pred": 46670, + "n_ref": 127163 + }, + "7": { + "Dice": 0.0, + "FN": 2123, + "FP": 26186, + "IoU": 0.0, + "TN": 1023083, + "TP": 0, + "n_pred": 26186, + "n_ref": 2123 + }, + "8": { + "Dice": 0.917189460476788, + "FN": 130, + "FP": 2, + "IoU": 0.847045191193511, + "TN": 1050529, + "TP": 731, + "n_pred": 733, + "n_ref": 861 + }, + "9": { + "Dice": 0.28711088242860816, + "FN": 2770, + "FP": 1, + "IoU": 0.16761790327425655, + "TN": 1048063, + "TP": 558, + "n_pred": 559, + "n_ref": 3328 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9596926263976557, + "FN": 339, + "FP": 4214, + "IoU": 0.9225087226619011, + "TN": 817405, + "TP": 54202, + "n_pred": 58416, + "n_ref": 54541 + }, + "10": { + "Dice": 0.6414414414414414, + "FN": 198, + "FP": 1, + "IoU": 0.47214854111405835, + "TN": 875783, + "TP": 178, + "n_pred": 179, + "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": 0.9376557389024618, + "FN": 3267, + "FP": 4414, + "IoU": 0.8826288927600012, + "TN": 810718, + "TP": 57761, + "n_pred": 62175, + "n_ref": 61028 + }, + "15": { + "Dice": 0.7579575102497205, + "FN": 2681, + "FP": 7060, + "IoU": 0.6102508702436682, + "TN": 851167, + "TP": 15252, + "n_pred": 22312, + "n_ref": 17933 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 876152, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "3": { + "Dice": 0.9720041914628601, + "FN": 1321, + "FP": 1511, + "IoU": 0.9455332243484951, + "TN": 824165, + "TP": 49163, + "n_pred": 50674, + "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": 0.9383055937930171, + "FN": 184, + "FP": 309, + "IoU": 0.8837812352663837, + "TN": 871918, + "TP": 3749, + "n_pred": 4058, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 945, + "FP": 0, + "IoU": 0.0, + "TN": 1050447, + "TP": 0, + "n_pred": 0, + "n_ref": 945 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 11060, + "IoU": 0.0, + "TN": 1040332, + "TP": 0, + "n_pred": 11060, + "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": 0.0, + "FN": 0, + "FP": 8062, + "IoU": 0.0, + "TN": 1043330, + "TP": 0, + "n_pred": 8062, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 27835, + "IoU": 0.0, + "TN": 1023557, + "TP": 0, + "n_pred": 27835, + "n_ref": 0 + }, + "3": { + "Dice": 0.6266491419502034, + "FN": 29915, + "FP": 195, + "IoU": 0.45629209628198414, + "TN": 996013, + "TP": 25269, + "n_pred": 25464, + "n_ref": 55184 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5082612116443745, + "FN": 1668, + "FP": 207, + "IoU": 0.3407172995780591, + "TN": 1048548, + "TP": 969, + "n_pred": 1176, + "n_ref": 2637 + }, + "6": { + "Dice": 0.7293817784597779, + "FN": 15677, + "FP": 5133, + "IoU": 0.5740369263519876, + "TN": 1002538, + "TP": 28044, + "n_pred": 33177, + "n_ref": 43721 + }, + "7": { + "Dice": 0.3492697712868559, + "FN": 43422, + "FP": 13254, + "IoU": 0.21158500959853102, + "TN": 979506, + "TP": 15210, + "n_pred": 28464, + "n_ref": 58632 + }, + "8": { + "Dice": 0.9202608878602988, + "FN": 376, + "FP": 3, + "IoU": 0.8522992985190959, + "TN": 1048826, + "TP": 2187, + "n_pred": 2190, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.97009165460685, + "FN": 576, + "FP": 2772, + "IoU": 0.94192037470726, + "TN": 993747, + "TP": 54297, + "n_pred": 57069, + "n_ref": 54873 + }, + "10": { + "Dice": 0.8671401956217979, + "FN": 1654, + "FP": 2910, + "IoU": 0.7654435193750643, + "TN": 1031934, + "TP": 14894, + "n_pred": 17804, + "n_ref": 16548 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7616077616077616, + "FN": 809, + "FP": 567, + "IoU": 0.6149972020145495, + "TN": 1047818, + "TP": 2198, + "n_pred": 2765, + "n_ref": 3007 + }, + "13": { + "Dice": 0.4646171693735499, + "FN": 3441, + "FP": 251, + "IoU": 0.3026067245938799, + "TN": 1046098, + "TP": 1602, + "n_pred": 1853, + "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": 0.953251994890119, + "FN": 2203, + "FP": 322, + "IoU": 0.9106795429622555, + "TN": 1023123, + "TP": 25744, + "n_pred": 26066, + "n_ref": 27947 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8352781019058731, + "FN": 1535, + "FP": 159, + "IoU": 0.717148104858908, + "TN": 1045403, + "TP": 4295, + "n_pred": 4454, + "n_ref": 5830 + }, + "6": { + "Dice": 0.9344180085808214, + "FN": 967, + "FP": 2564, + "IoU": 0.8769085965279231, + "TN": 1022706, + "TP": 25155, + "n_pred": 27719, + "n_ref": 26122 + }, + "7": { + "Dice": 0.9247727750999589, + "FN": 5027, + "FP": 2480, + "IoU": 0.8600719491509627, + "TN": 997743, + "TP": 46142, + "n_pred": 48622, + "n_ref": 51169 + }, + "8": { + "Dice": 0.9304589292645785, + "FN": 395, + "FP": 1934, + "IoU": 0.8699609156895589, + "TN": 1033482, + "TP": 15581, + "n_pred": 17515, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.953403478634314, + "FN": 731, + "FP": 137, + "IoU": 0.9109560935576528, + "TN": 1041644, + "TP": 8880, + "n_pred": 9017, + "n_ref": 9611 + }, + "10": { + "Dice": 0.7892771242401714, + "FN": 17699, + "FP": 6394, + "IoU": 0.6519056838211923, + "TN": 982178, + "TP": 45121, + "n_pred": 51515, + "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": 0.6124086762312148, + "FN": 7715, + "FP": 2524, + "IoU": 0.4413465735486687, + "TN": 1033064, + "TP": 8089, + "n_pred": 10613, + "n_ref": 15804 + }, + "14": { + "Dice": 0.7928384930995898, + "FN": 2748, + "FP": 29, + "IoU": 0.6567791373130639, + "TN": 1043301, + "TP": 5314, + "n_pred": 5343, + "n_ref": 8062 + }, + "15": { + "Dice": 0.8654764109944287, + "FN": 8225, + "FP": 1216, + "IoU": 0.7628544874532165, + "TN": 1011581, + "TP": 30370, + "n_pred": 31586, + "n_ref": 38595 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9301001440198279, + "FN": 1944, + "FP": 143, + "IoU": 0.8693338342098673, + "TN": 1035420, + "TP": 13885, + "n_pred": 14028, + "n_ref": 15829 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 603, + "IoU": 0.0, + "TN": 1050789, + "TP": 0, + "n_pred": 603, + "n_ref": 0 + }, + "6": { + "Dice": 0.8138124409496815, + "FN": 414, + "FP": 5695, + "IoU": 0.6860739979445015, + "TN": 1031932, + "TP": 13351, + "n_pred": 19046, + "n_ref": 13765 + }, + "7": { + "Dice": 0.8995868724592656, + "FN": 9146, + "FP": 6045, + "IoU": 0.817499219106658, + "TN": 968154, + "TP": 68047, + "n_pred": 74092, + "n_ref": 77193 + }, + "8": { + "Dice": 0.9309930271699928, + "FN": 160, + "FP": 1562, + "IoU": 0.8708951866846604, + "TN": 1038054, + "TP": 11616, + "n_pred": 13178, + "n_ref": 11776 + }, + "9": { + "Dice": 0.9200229051345676, + "FN": 545, + "FP": 1131, + "IoU": 0.8518911276069282, + "TN": 1040076, + "TP": 9640, + "n_pred": 10771, + "n_ref": 10185 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8929995465419918, + "FN": 5714, + "FP": 1129, + "IoU": 0.8066839934459574, + "TN": 1015994, + "TP": 28555, + "n_pred": 29684, + "n_ref": 34269 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 631, + "IoU": 0.0, + "TN": 1050761, + "TP": 0, + "n_pred": 631, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7061822817080943, + "FN": 537, + "FP": 846, + "IoU": 0.5458128078817734, + "TN": 1048347, + "TP": 1662, + "n_pred": 2508, + "n_ref": 2199 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1051384, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "14": { + "Dice": 0.6830935537715603, + "FN": 1995, + "FP": 1992, + "IoU": 0.5187107677450506, + "TN": 1043108, + "TP": 4297, + "n_pred": 6289, + "n_ref": 6292 + }, + "15": { + "Dice": 0.7955375884319366, + "FN": 1700, + "FP": 3560, + "IoU": 0.6604918350222682, + "TN": 1035899, + "TP": 10233, + "n_pred": 13793, + "n_ref": 11933 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3376, + "IoU": 0.0, + "TN": 1048016, + "TP": 0, + "n_pred": 3376, + "n_ref": 0 + }, + "3": { + "Dice": 0.8868881224662674, + "FN": 7228, + "FP": 2119, + "IoU": 0.7967645843752038, + "TN": 1005401, + "TP": 36644, + "n_pred": 38763, + "n_ref": 43872 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9007949331092872, + "FN": 1162, + "FP": 373, + "IoU": 0.8194967074317968, + "TN": 1042888, + "TP": 6969, + "n_pred": 7342, + "n_ref": 8131 + }, + "6": { + "Dice": 0.9608419668955498, + "FN": 2459, + "FP": 2069, + "IoU": 0.9246350759807593, + "TN": 991311, + "TP": 55553, + "n_pred": 57622, + "n_ref": 58012 + }, + "7": { + "Dice": 0.904595744680851, + "FN": 696, + "FP": 1546, + "IoU": 0.8258099603760392, + "TN": 1038521, + "TP": 10629, + "n_pred": 12175, + "n_ref": 11325 + }, + "8": { + "Dice": 0.9705716611358086, + "FN": 355, + "FP": 585, + "IoU": 0.9428258621738337, + "TN": 1034951, + "TP": 15501, + "n_pred": 16086, + "n_ref": 15856 + }, + "9": { + "Dice": 0.9257255536454646, + "FN": 469, + "FP": 2469, + "IoU": 0.8617216548218573, + "TN": 1030145, + "TP": 18309, + "n_pred": 20778, + "n_ref": 18778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9627582610962654, + "FN": 2193, + "FP": 664, + "IoU": 0.928190820891771, + "TN": 1011606, + "TP": 36929, + "n_pred": 37593, + "n_ref": 39122 + }, + "10": { + "Dice": 0.795021033827004, + "FN": 1900, + "FP": 1657, + "IoU": 0.6597800095648015, + "TN": 1040937, + "TP": 6898, + "n_pred": 8555, + "n_ref": 8798 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.2, + "FN": 3, + "FP": 333, + "IoU": 0.1111111111111111, + "TN": 1051014, + "TP": 42, + "n_pred": 375, + "n_ref": 45 + }, + "13": { + "Dice": 0.7474130407679841, + "FN": 3153, + "FP": 899, + "IoU": 0.5966955310042799, + "TN": 1041345, + "TP": 5995, + "n_pred": 6894, + "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": 0.9485312406192375, + "FN": 3296, + "FP": 2705, + "IoU": 0.9021012104799504, + "TN": 990094, + "TP": 55297, + "n_pred": 58002, + "n_ref": 58593 + }, + "3": { + "Dice": 0.7909115499053286, + "FN": 303, + "FP": 470, + "IoU": 0.6541387024608502, + "TN": 1049157, + "TP": 1462, + "n_pred": 1932, + "n_ref": 1765 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8638549251270778, + "FN": 821, + "FP": 1161, + "IoU": 0.7603385731559855, + "TN": 1043122, + "TP": 6288, + "n_pred": 7449, + "n_ref": 7109 + }, + "6": { + "Dice": 0.9253677211364094, + "FN": 2111, + "FP": 1593, + "IoU": 0.8611017362282971, + "TN": 1024725, + "TP": 22963, + "n_pred": 24556, + "n_ref": 25074 + }, + "7": { + "Dice": 0.9406667199616277, + "FN": 2929, + "FP": 4493, + "IoU": 0.8879799565322386, + "TN": 985136, + "TP": 58834, + "n_pred": 63327, + "n_ref": 61763 + }, + "8": { + "Dice": 0.9336987184653824, + "FN": 1043, + "FP": 3070, + "IoU": 0.8756424986394147, + "TN": 1018318, + "TP": 28961, + "n_pred": 32031, + "n_ref": 30004 + }, + "9": { + "Dice": 0.8707808007078081, + "FN": 4896, + "FP": 946, + "IoU": 0.7711353130141816, + "TN": 1025866, + "TP": 19684, + "n_pred": 20630, + "n_ref": 24580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8888888888888888, + "FN": 65, + "FP": 1, + "IoU": 0.8, + "TN": 875830, + "TP": 264, + "n_pred": 265, + "n_ref": 329 + }, + "10": { + "Dice": 0.14713896457765668, + "FN": 1206, + "FP": 46, + "IoU": 0.07941176470588235, + "TN": 874800, + "TP": 108, + "n_pred": 154, + "n_ref": 1314 + }, + "11": { + "Dice": 0.8170292690561903, + "FN": 554, + "FP": 615, + "IoU": 0.6906589044720826, + "TN": 872381, + "TP": 2610, + "n_pred": 3225, + "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": 0.9038854805725971, + "FN": 12, + "FP": 646, + "IoU": 0.8246268656716418, + "TN": 872408, + "TP": 3094, + "n_pred": 3740, + "n_ref": 3106 + }, + "3": { + "Dice": 0.9590306087974955, + "FN": 2886, + "FP": 752, + "IoU": 0.9212860790168332, + "TN": 829942, + "TP": 42580, + "n_pred": 43332, + "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": 0.9752407841252678, + "FN": 4006, + "FP": 940, + "IoU": 0.9516779834888379, + "TN": 773805, + "TP": 97409, + "n_pred": 98349, + "n_ref": 101415 + }, + "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": 1756, + "IoU": 0.0, + "TN": 874404, + "TP": 0, + "n_pred": 1756, + "n_ref": 0 + }, + "9": { + "Dice": 0.8867766868602465, + "FN": 2252, + "FP": 5336, + "IoU": 0.7965847250891349, + "TN": 838857, + "TP": 29715, + "n_pred": 35051, + "n_ref": 31967 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.6006635579300367, + "FN": 1699.2799999999997, + "FP": 1891.631111111111, + "IoU": 0.5274269268276541, + "TN": 926382.3711111111, + "TP": 10438.451111111108, + "n_pred": 12330.082222222223, + "n_ref": 12137.731111111114 + }, + "mean": { + "1": { + "Dice": 0.698076653993669, + "FN": 1170.8666666666666, + "FP": 915.9333333333333, + "IoU": 0.6554834409556588, + "TN": 925558.1333333333, + "TP": 12766.8, + "n_pred": 13682.733333333334, + "n_ref": 13937.666666666666 + }, + "10": { + "Dice": 0.5850402936918245, + "FN": 2211.6666666666665, + "FP": 1879.3333333333333, + "IoU": 0.4823486036934621, + "TN": 929061.2, + "TP": 7259.533333333334, + "n_pred": 9138.866666666667, + "n_ref": 9471.2 + }, + "11": { + "Dice": 0.3758452556019039, + "FN": 147.83333333333334, + "FP": 151.56666666666666, + "IoU": 0.302623762380592, + "TN": 939639.5666666667, + "TP": 472.76666666666665, + "n_pred": 624.3333333333334, + "n_ref": 620.6 + }, + "12": { + "Dice": 0.48843552728244316, + "FN": 173.76666666666668, + "FP": 179.8, + "IoU": 0.3993515683804939, + "TN": 939615.8666666667, + "TP": 442.3, + "n_pred": 622.1, + "n_ref": 616.0666666666667 + }, + "13": { + "Dice": 0.5053144907134322, + "FN": 2238.233333333333, + "FP": 1777.2333333333333, + "IoU": 0.4113942279736236, + "TN": 931822.6, + "TP": 4573.666666666667, + "n_pred": 6350.9, + "n_ref": 6811.9 + }, + "14": { + "Dice": 0.5315548483164314, + "FN": 7338.533333333334, + "FP": 3486.266666666667, + "IoU": 0.4754891605607815, + "TN": 917608.6, + "TP": 11978.333333333334, + "n_pred": 15464.6, + "n_ref": 19316.866666666665 + }, + "15": { + "Dice": 0.411546401971414, + "FN": 2193.133333333333, + "FP": 2902.866666666667, + "IoU": 0.31917627621347416, + "TN": 932305.8, + "TP": 3009.9333333333334, + "n_pred": 5912.8, + "n_ref": 5203.066666666667 + }, + "2": { + "Dice": 0.7539276861204272, + "FN": 1095.9, + "FP": 1112.7, + "IoU": 0.695414723981335, + "TN": 927916.8, + "TP": 10286.333333333334, + "n_pred": 11399.033333333333, + "n_ref": 11382.233333333334 + }, + "3": { + "Dice": 0.6805221955228655, + "FN": 902.1333333333333, + "FP": 720.4, + "IoU": 0.6418707815688445, + "TN": 931096.2, + "TP": 7693.0, + "n_pred": 8413.4, + "n_ref": 8595.133333333333 + }, + "4": { + "Dice": 0.4612823159628034, + "FN": 1003.3, + "FP": 341.96666666666664, + "IoU": 0.3893549495934588, + "TN": 934998.7666666667, + "TP": 4067.7, + "n_pred": 4409.666666666667, + "n_ref": 5071.0 + }, + "5": { + "Dice": 0.4791001518823944, + "FN": 480.46666666666664, + "FP": 604.9666666666667, + "IoU": 0.3696146783387094, + "TN": 937965.3, + "TP": 1361.0, + "n_pred": 1965.9666666666667, + "n_ref": 1841.4666666666667 + }, + "6": { + "Dice": 0.7911548391790886, + "FN": 2397.266666666667, + "FP": 8255.8, + "IoU": 0.7333423553537293, + "TN": 874117.4666666667, + "TP": 55641.2, + "n_pred": 63897.0, + "n_ref": 58038.46666666667 + }, + "7": { + "Dice": 0.6241436635943683, + "FN": 2665.4, + "FP": 4255.766666666666, + "IoU": 0.549268504860571, + "TN": 914457.0, + "TP": 19033.566666666666, + "n_pred": 23289.333333333332, + "n_ref": 21698.966666666667 + }, + "8": { + "Dice": 0.8540692576693174, + "FN": 488.5, + "FP": 707.7, + "IoU": 0.8109403915023942, + "TN": 928568.3666666667, + "TP": 10647.166666666666, + "n_pred": 11354.866666666667, + "n_ref": 11135.666666666666 + }, + "9": { + "Dice": 0.7699397874481639, + "FN": 982.2, + "FP": 1082.1666666666667, + "IoU": 0.6757304770576837, + "TN": 931003.9, + "TP": 7343.466666666666, + "n_pred": 8425.633333333333, + "n_ref": 8325.666666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8543249328201031, + "FN": 19870, + "FP": 188, + "IoU": 0.745695666506073, + "TN": 797286, + "TP": 58816, + "n_pred": 59004, + "n_ref": 78686 + }, + "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": 375, + "IoU": 0.0, + "TN": 875785, + "TP": 0, + "n_pred": 375, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9703901385182361, + "FN": 1845, + "FP": 1417, + "IoU": 0.9424833374475439, + "TN": 819446, + "TP": 53452, + "n_pred": 54869, + "n_ref": 55297 + }, + "3": { + "Dice": 0.9409388354700855, + "FN": 1542, + "FP": 1996, + "IoU": 0.8884650546956275, + "TN": 844439, + "TP": 28183, + "n_pred": 30179, + "n_ref": 29725 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7191586894971013, + "FN": 2282, + "FP": 1884, + "IoU": 0.5614736842105263, + "TN": 866660, + "TP": 5334, + "n_pred": 7218, + "n_ref": 7616 + }, + "6": { + "Dice": 0.794391708102364, + "FN": 8629, + "FP": 17298, + "IoU": 0.6589136068830331, + "TN": 800147, + "TP": 50086, + "n_pred": 67384, + "n_ref": 58715 + }, + "7": { + "Dice": 0.9178324365872406, + "FN": 1175, + "FP": 963, + "IoU": 0.8481426237658924, + "TN": 862081, + "TP": 11941, + "n_pred": 12904, + "n_ref": 13116 + }, + "8": { + "Dice": 0.9507377074322874, + "FN": 856, + "FP": 2356, + "IoU": 0.9061010904200895, + "TN": 841953, + "TP": 30995, + "n_pred": 33351, + "n_ref": 31851 + }, + "9": { + "Dice": 0.730273056905355, + "FN": 4771, + "FP": 6164, + "IoU": 0.5751418136607351, + "TN": 850422, + "TP": 14803, + "n_pred": 20967, + "n_ref": 19574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.6869871043376319, + "FN": 253, + "FP": 14, + "IoU": 0.5232142857142857, + "TN": 700368, + "TP": 293, + "n_pred": 307, + "n_ref": 546 + }, + "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": 95, + "IoU": 0.0, + "TN": 700833, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "13": { + "Dice": 0.7431520444620882, + "FN": 1341, + "FP": 1894, + "IoU": 0.591282375236892, + "TN": 693013, + "TP": 4680, + "n_pred": 6574, + "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": 0.9623621387686724, + "FN": 960, + "FP": 1736, + "IoU": 0.9274547264752576, + "TN": 663765, + "TP": 34467, + "n_pred": 36203, + "n_ref": 35427 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 700924, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "4": { + "Dice": 0.7955963734840457, + "FN": 3902, + "FP": 3042, + "IoU": 0.660572881024538, + "TN": 680470, + "TP": 13514, + "n_pred": 16556, + "n_ref": 17416 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9784050159359146, + "FN": 4596, + "FP": 2227, + "IoU": 0.9577230029494138, + "TN": 539540, + "TP": 154565, + "n_pred": 156792, + "n_ref": 159161 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 603, + "IoU": 0.0, + "TN": 700325, + "TP": 0, + "n_pred": 603, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.940408013063778, + "FN": 1757, + "FP": 3425, + "IoU": 0.8875189928369872, + "TN": 830090, + "TP": 40888, + "n_pred": 44313, + "n_ref": 42645 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 876085, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 876139, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "12": { + "Dice": 0.8771929824561403, + "FN": 8, + "FP": 20, + "IoU": 0.78125, + "TN": 876032, + "TP": 100, + "n_pred": 120, + "n_ref": 108 + }, + "13": { + "Dice": 0.894281493986073, + "FN": 351, + "FP": 150, + "IoU": 0.8087786259541985, + "TN": 873540, + "TP": 2119, + "n_pred": 2269, + "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": 0.9591836734693877, + "FN": 54, + "FP": 102, + "IoU": 0.9215686274509803, + "TN": 874171, + "TP": 1833, + "n_pred": 1935, + "n_ref": 1887 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5262565641410353, + "FN": 1871, + "FP": 655, + "IoU": 0.35708831763807586, + "TN": 872231, + "TP": 1403, + "n_pred": 2058, + "n_ref": 3274 + }, + "6": { + "Dice": 0.0, + "FN": 16, + "FP": 0, + "IoU": 0.0, + "TN": 876144, + "TP": 0, + "n_pred": 0, + "n_ref": 16 + }, + "7": { + "Dice": 0.8774579414270679, + "FN": 6847, + "FP": 488, + "IoU": 0.7816704369567806, + "TN": 842564, + "TP": 26261, + "n_pred": 26749, + "n_ref": 33108 + }, + "8": { + "Dice": 0.8323111500514266, + "FN": 1333, + "FP": 7471, + "IoU": 0.7127850455094118, + "TN": 845507, + "TP": 21849, + "n_pred": 29320, + "n_ref": 23182 + }, + "9": { + "Dice": 0.8796992481203008, + "FN": 718, + "FP": 914, + "IoU": 0.785234899328859, + "TN": 868561, + "TP": 5967, + "n_pred": 6881, + "n_ref": 6685 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9720895549981821, + "FN": 2709, + "FP": 1820, + "IoU": 0.9456947925035072, + "TN": 792761, + "TP": 78870, + "n_pred": 80690, + "n_ref": 81579 + }, + "10": { + "Dice": 0.6370695222504242, + "FN": 5435, + "FP": 18730, + "IoU": 0.4674262793670384, + "TN": 830786, + "TP": 21209, + "n_pred": 39939, + "n_ref": 26644 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5991319995765851, + "FN": 1114, + "FP": 2673, + "IoU": 0.4276862626567931, + "TN": 869543, + "TP": 2830, + "n_pred": 5503, + "n_ref": 3944 + }, + "13": { + "Dice": 0.504690465431541, + "FN": 17437, + "FP": 9966, + "IoU": 0.3375157141475679, + "TN": 834796, + "TP": 13961, + "n_pred": 23927, + "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": 0.906152889993785, + "FN": 142, + "FP": 160, + "IoU": 0.8284090909090909, + "TN": 874400, + "TP": 1458, + "n_pred": 1618, + "n_ref": 1600 + }, + "3": { + "Dice": 0.9615783720962409, + "FN": 1316, + "FP": 1461, + "IoU": 0.925999946705039, + "TN": 838633, + "TP": 34750, + "n_pred": 36211, + "n_ref": 36066 + }, + "4": { + "Dice": 0.9104909191331753, + "FN": 2266, + "FP": 489, + "IoU": 0.8356891513091191, + "TN": 859393, + "TP": 14012, + "n_pred": 14501, + "n_ref": 16278 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 876156, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "6": { + "Dice": 0.7752155604571886, + "FN": 949, + "FP": 172, + "IoU": 0.6329404060248854, + "TN": 873106, + "TP": 1933, + "n_pred": 2105, + "n_ref": 2882 + }, + "7": { + "Dice": 0.3193308550185874, + "FN": 3378, + "FP": 284, + "IoU": 0.19000221190002212, + "TN": 871639, + "TP": 859, + "n_pred": 1143, + "n_ref": 4237 + }, + "8": { + "Dice": 0.9311475409836065, + "FN": 957, + "FP": 219, + "IoU": 0.8711656441717791, + "TN": 867032, + "TP": 7952, + "n_pred": 8171, + "n_ref": 8909 + }, + "9": { + "Dice": 0.8644096573737649, + "FN": 1031, + "FP": 2962, + "IoU": 0.7611984929131033, + "TN": 859439, + "TP": 12728, + "n_pred": 15690, + "n_ref": 13759 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.6964701122686355, + "FN": 14696, + "FP": 6311, + "IoU": 0.5342954686530106, + "TN": 655820, + "TP": 24101, + "n_pred": 30412, + "n_ref": 38797 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6671414328443241, + "FN": 1541, + "FP": 796, + "IoU": 0.5005343022013251, + "TN": 696249, + "TP": 2342, + "n_pred": 3138, + "n_ref": 3883 + }, + "13": { + "Dice": 0.7037132447650241, + "FN": 1381, + "FP": 6670, + "IoU": 0.5428684987508517, + "TN": 683316, + "TP": 9561, + "n_pred": 16231, + "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": 0.9633275704261162, + "FN": 2850, + "FP": 756, + "IoU": 0.9292497253178464, + "TN": 649960, + "TP": 47362, + "n_pred": 48118, + "n_ref": 50212 + }, + "3": { + "Dice": 0.9553207879388137, + "FN": 355, + "FP": 457, + "IoU": 0.9144632887390709, + "TN": 691435, + "TP": 8681, + "n_pred": 9138, + "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": 0.9527839132555004, + "FN": 2895, + "FP": 397, + "IoU": 0.9098255129153313, + "TN": 664421, + "TP": 33215, + "n_pred": 33612, + "n_ref": 36110 + }, + "7": { + "Dice": 0.9300005817858711, + "FN": 7716, + "FP": 5519, + "IoU": 0.8691598948138481, + "TN": 599774, + "TP": 87919, + "n_pred": 93438, + "n_ref": 95635 + }, + "8": { + "Dice": 0.8920967408530284, + "FN": 2403, + "FP": 729, + "IoU": 0.8052117669009267, + "TN": 684849, + "TP": 12947, + "n_pred": 13676, + "n_ref": 15350 + }, + "9": { + "Dice": 0.8938982650773044, + "FN": 2407, + "FP": 1189, + "IoU": 0.8081519419547588, + "TN": 682184, + "TP": 15148, + "n_pred": 16337, + "n_ref": 17555 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.6410626624314179, + "FN": 618, + "FP": 1868, + "IoU": 0.4717382065448364, + "TN": 871454, + "TP": 2220, + "n_pred": 4088, + "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": 0.615881275898622, + "FN": 5187, + "FP": 2785, + "IoU": 0.4449627515143076, + "TN": 861797, + "TP": 6391, + "n_pred": 9176, + "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": 0.8556613582881848, + "FN": 7693, + "FP": 2857, + "IoU": 0.7477343918127257, + "TN": 834339, + "TP": 31271, + "n_pred": 34128, + "n_ref": 38964 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.943003880631361, + "FN": 7405, + "FP": 3493, + "IoU": 0.8921545342991727, + "TN": 775108, + "TP": 90154, + "n_pred": 93647, + "n_ref": 97559 + }, + "7": { + "Dice": 0.5568535825545171, + "FN": 1361, + "FP": 915, + "IoU": 0.3858607663248786, + "TN": 872454, + "TP": 1430, + "n_pred": 2345, + "n_ref": 2791 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.17846153846153845, + "FN": 42, + "FP": 492, + "IoU": 0.09797297297297297, + "TN": 875568, + "TP": 58, + "n_pred": 550, + "n_ref": 100 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 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": 1149, + "IoU": 0.0, + "TN": 875011, + "TP": 0, + "n_pred": 1149, + "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": 0.9774830044768695, + "FN": 398, + "FP": 281, + "IoU": 0.9559577090225077, + "TN": 860743, + "TP": 14738, + "n_pred": 15019, + "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": 0.7257396305502753, + "FN": 936, + "FP": 4691, + "IoU": 0.5695379436964504, + "TN": 863088, + "TP": 7445, + "n_pred": 12136, + "n_ref": 8381 + }, + "6": { + "Dice": 0.9643402046194594, + "FN": 1847, + "FP": 3552, + "IoU": 0.931136082447928, + "TN": 797759, + "TP": 73002, + "n_pred": 76554, + "n_ref": 74849 + }, + "7": { + "Dice": 0.027345591702027345, + "FN": 4849, + "FP": 1340, + "IoU": 0.013862332695984704, + "TN": 869884, + "TP": 87, + "n_pred": 1427, + "n_ref": 4936 + }, + "8": { + "Dice": 0.9677736360555744, + "FN": 904, + "FP": 998, + "IoU": 0.9375595023144349, + "TN": 845699, + "TP": 28559, + "n_pred": 29557, + "n_ref": 29463 + }, + "9": { + "Dice": 0.9029670849573073, + "FN": 3841, + "FP": 466, + "IoU": 0.8230993551566929, + "TN": 851813, + "TP": 20040, + "n_pred": 20506, + "n_ref": 23881 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7326632971203935, + "FN": 9931, + "FP": 3874, + "IoU": 0.5781125848053298, + "TN": 843438, + "TP": 18917, + "n_pred": 22791, + "n_ref": 28848 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 876145, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7418327735857286, + "FN": 4676, + "FP": 7162, + "IoU": 0.5896138112736601, + "TN": 847314, + "TP": 17008, + "n_pred": 24170, + "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": 0.3826183534638345, + "FN": 339, + "FP": 4108, + "IoU": 0.2365665236051502, + "TN": 870335, + "TP": 1378, + "n_pred": 5486, + "n_ref": 1717 + }, + "3": { + "Dice": 0.9306930693069307, + "FN": 24, + "FP": 4, + "IoU": 0.8703703703703703, + "TN": 875944, + "TP": 188, + "n_pred": 192, + "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": 0.9626648888042287, + "FN": 5756, + "FP": 516, + "IoU": 0.928017261166965, + "TN": 789028, + "TP": 80860, + "n_pred": 81376, + "n_ref": 86616 + }, + "7": { + "Dice": 0.8321855180732267, + "FN": 8214, + "FP": 412, + "IoU": 0.7126007862997268, + "TN": 846146, + "TP": 21388, + "n_pred": 21800, + "n_ref": 29602 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8298251872993222, + "FN": 1881, + "FP": 2412, + "IoU": 0.7091463414634146, + "TN": 861400, + "TP": 10467, + "n_pred": 12879, + "n_ref": 12348 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0103.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": 0.9498293515358361, + "FN": 413, + "FP": 175, + "IoU": 0.9044523886902828, + "TN": 1045238, + "TP": 5566, + "n_pred": 5741, + "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": 0.9232463744467334, + "FN": 2994, + "FP": 769, + "IoU": 0.8574351202879333, + "TN": 1024997, + "TP": 22632, + "n_pred": 23401, + "n_ref": 25626 + }, + "5": { + "Dice": 0.8944656805717135, + "FN": 230, + "FP": 1040, + "IoU": 0.8090799759470836, + "TN": 1044740, + "TP": 5382, + "n_pred": 6422, + "n_ref": 5612 + }, + "6": { + "Dice": 0.9229268821282475, + "FN": 1250, + "FP": 4440, + "IoU": 0.8568841491020676, + "TN": 1011634, + "TP": 34068, + "n_pred": 38508, + "n_ref": 35318 + }, + "7": { + "Dice": 0.8150211122091456, + "FN": 119, + "FP": 1940, + "IoU": 0.6877937831690675, + "TN": 1044797, + "TP": 4536, + "n_pred": 6476, + "n_ref": 4655 + }, + "8": { + "Dice": 0.9807877041306436, + "FN": 440, + "FP": 1120, + "IoU": 0.9622997172478793, + "TN": 1010013, + "TP": 39819, + "n_pred": 40939, + "n_ref": 40259 + }, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1569, + "IoU": 0.0, + "TN": 699359, + "TP": 0, + "n_pred": 1569, + "n_ref": 0 + }, + "10": { + "Dice": 0.8106409719312945, + "FN": 969, + "FP": 839, + "IoU": 0.6815780204297288, + "TN": 695250, + "TP": 3870, + "n_pred": 4709, + "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": 0.740380143251372, + "FN": 1796, + "FP": 6577, + "IoU": 0.587780622292241, + "TN": 680616, + "TP": 11939, + "n_pred": 18516, + "n_ref": 13735 + }, + "14": { + "Dice": 0.9760385992324797, + "FN": 690, + "FP": 2101, + "IoU": 0.9531986249685588, + "TN": 641293, + "TP": 56844, + "n_pred": 58945, + "n_ref": 57534 + }, + "15": { + "Dice": 0.039752362333007496, + "FN": 1290, + "FP": 10498, + "IoU": 0.020279255319148936, + "TN": 688896, + "TP": 244, + "n_pred": 10742, + "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": 0.8947561422808947, + "FN": 2000, + "FP": 296, + "IoU": 0.809555408095554, + "TN": 688872, + "TP": 9760, + "n_pred": 10056, + "n_ref": 11760 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9848340777025405, + "FN": 3548, + "FP": 1189, + "IoU": 0.9701212935455182, + "TN": 542387, + "TP": 153804, + "n_pred": 154993, + "n_ref": 157352 + }, + "7": { + "Dice": 0.8399687025360151, + "FN": 2528, + "FP": 949, + "IoU": 0.7240914140612601, + "TN": 688326, + "TP": 9125, + "n_pred": 10074, + "n_ref": 11653 + }, + "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": 40, + "IoU": 0.0, + "TN": 700888, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9426253997410674, + "FN": 5105, + "FP": 80, + "IoU": 0.8914772489430282, + "TN": 1003614, + "TP": 42593, + "n_pred": 42673, + "n_ref": 47698 + }, + "10": { + "Dice": 0.6798009407594247, + "FN": 7631, + "FP": 1763, + "IoU": 0.5149230610348032, + "TN": 1032026, + "TP": 9972, + "n_pred": 11735, + "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": 1, + "IoU": 0.0, + "TN": 1051391, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1579, + "IoU": 0.0, + "TN": 1049813, + "TP": 0, + "n_pred": 1579, + "n_ref": 0 + }, + "14": { + "Dice": 0.9538270311110028, + "FN": 466, + "FP": 3323, + "IoU": 0.9117297612114152, + "TN": 1008467, + "TP": 39136, + "n_pred": 42459, + "n_ref": 39602 + }, + "15": { + "Dice": 0.7536085934877476, + "FN": 5620, + "FP": 252, + "IoU": 0.6046323727444115, + "TN": 1036540, + "TP": 8980, + "n_pred": 9232, + "n_ref": 14600 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9748932656324121, + "FN": 738, + "FP": 691, + "IoU": 0.9510163507352689, + "TN": 1022219, + "TP": 27744, + "n_pred": 28435, + "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": 2657, + "IoU": 0.0, + "TN": 1048735, + "TP": 0, + "n_pred": 2657, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 1051366, + "TP": 0, + "n_pred": 26, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.0, + "FN": 2395, + "FP": 0, + "IoU": 0.0, + "TN": 873765, + "TP": 0, + "n_pred": 0, + "n_ref": 2395 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 876158, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 82, + "IoU": 0.0, + "TN": 876078, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + }, + "13": { + "Dice": 0.20108949416342412, + "FN": 2399, + "FP": 2734, + "IoU": 0.11178404568264405, + "TN": 870381, + "TP": 646, + "n_pred": 3380, + "n_ref": 3045 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1386, + "IoU": 0.0, + "TN": 874774, + "TP": 0, + "n_pred": 1386, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.43051006083294335, + "FN": 8501, + "FP": 18, + "IoU": 0.2742993440667859, + "TN": 864421, + "TP": 3220, + "n_pred": 3238, + "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": 0.7803921568627451, + "FN": 109, + "FP": 3, + "IoU": 0.639871382636656, + "TN": 875849, + "TP": 199, + "n_pred": 202, + "n_ref": 308 + }, + "7": { + "Dice": 0.0, + "FN": 265, + "FP": 346, + "IoU": 0.0, + "TN": 875549, + "TP": 0, + "n_pred": 346, + "n_ref": 265 + }, + "8": { + "Dice": 0.9192229446727034, + "FN": 793, + "FP": 1232, + "IoU": 0.8505204104229719, + "TN": 862613, + "TP": 11522, + "n_pred": 12754, + "n_ref": 12315 + }, + "9": { + "Dice": 0.8147437344773086, + "FN": 660, + "FP": 2622, + "IoU": 0.6873987998857034, + "TN": 865661, + "TP": 7217, + "n_pred": 9839, + "n_ref": 7877 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.977424819991529, + "FN": 261, + "FP": 805, + "IoU": 0.9558464151099698, + "TN": 852017, + "TP": 23077, + "n_pred": 23882, + "n_ref": 23338 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 250, + "IoU": 0.0, + "TN": 875910, + "TP": 0, + "n_pred": 250, + "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": 0.9732937206335879, + "FN": 1139, + "FP": 2169, + "IoU": 0.9479767877081794, + "TN": 812573, + "TP": 60279, + "n_pred": 62448, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5041144901610017, + "FN": 2768, + "FP": 4, + "IoU": 0.337000717531691, + "TN": 871979, + "TP": 1409, + "n_pred": 1413, + "n_ref": 4177 + }, + "7": { + "Dice": 0.9551868506745231, + "FN": 2456, + "FP": 3324, + "IoU": 0.9142178688037993, + "TN": 808780, + "TP": 61600, + "n_pred": 64924, + "n_ref": 64056 + }, + "8": { + "Dice": 0.9437185929648241, + "FN": 105, + "FP": 7, + "IoU": 0.8934348239771646, + "TN": 875109, + "TP": 939, + "n_pred": 946, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 1051362, + "TP": 0, + "n_pred": 30, + "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": 0.6653155761436016, + "FN": 946, + "FP": 210, + "IoU": 0.49848156182212583, + "TN": 1049087, + "TP": 1149, + "n_pred": 1359, + "n_ref": 2095 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 83, + "IoU": 0.0, + "TN": 1051309, + "TP": 0, + "n_pred": 83, + "n_ref": 0 + }, + "13": { + "Dice": 0.019971469329529243, + "FN": 677, + "FP": 10, + "IoU": 0.010086455331412104, + "TN": 1050698, + "TP": 7, + "n_pred": 17, + "n_ref": 684 + }, + "14": { + "Dice": 0.3137254901960784, + "FN": 12, + "FP": 23, + "IoU": 0.18604651162790697, + "TN": 1051349, + "TP": 8, + "n_pred": 31, + "n_ref": 20 + }, + "15": { + "Dice": 0.8021186124580381, + "FN": 12468, + "FP": 795, + "IoU": 0.6696143882024711, + "TN": 1011248, + "TP": 26881, + "n_pred": 27676, + "n_ref": 39349 + }, + "2": { + "Dice": 0.9601684669244157, + "FN": 1100, + "FP": 4896, + "IoU": 0.923388487829809, + "TN": 973127, + "TP": 72269, + "n_pred": 77165, + "n_ref": 73369 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1051389, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.18497109826589594, + "FN": 230, + "FP": 52, + "IoU": 0.10191082802547771, + "TN": 1051078, + "TP": 32, + "n_pred": 84, + "n_ref": 262 + }, + "6": { + "Dice": 0.9724205389968856, + "FN": 1754, + "FP": 699, + "IoU": 0.9463215020351, + "TN": 1005694, + "TP": 43245, + "n_pred": 43944, + "n_ref": 44999 + }, + "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": 4, + "IoU": 0.0, + "TN": 1051388, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "9": { + "Dice": 0.8864539434075858, + "FN": 2272, + "FP": 557, + "IoU": 0.7960640138408305, + "TN": 1037520, + "TP": 11043, + "n_pred": 11600, + "n_ref": 13315 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 1226588, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "10": { + "Dice": 0.17647058823529413, + "FN": 2, + "FP": 26, + "IoU": 0.0967741935483871, + "TN": 1226593, + "TP": 3, + "n_pred": 29, + "n_ref": 5 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8682745825602969, + "FN": 23, + "FP": 48, + "IoU": 0.7672131147540984, + "TN": 1226319, + "TP": 234, + "n_pred": 282, + "n_ref": 257 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 129, + "IoU": 0.0, + "TN": 1226495, + "TP": 0, + "n_pred": 129, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 735, + "IoU": 0.0, + "TN": 1225889, + "TP": 0, + "n_pred": 735, + "n_ref": 0 + }, + "15": { + "Dice": 0.003930940522189712, + "FN": 0, + "FP": 44597, + "IoU": 0.0019693409421506097, + "TN": 1181939, + "TP": 88, + "n_pred": 44685, + "n_ref": 88 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9652501753565583, + "FN": 1409, + "FP": 969, + "IoU": 0.9328343454314363, + "TN": 1191219, + "TP": 33027, + "n_pred": 33996, + "n_ref": 34436 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5829140913228882, + "FN": 1524, + "FP": 7181, + "IoU": 0.4113470381390317, + "TN": 1211836, + "TP": 6083, + "n_pred": 13264, + "n_ref": 7607 + }, + "6": { + "Dice": 0.8806460426078061, + "FN": 5267, + "FP": 13518, + "IoU": 0.7867449226333058, + "TN": 1138537, + "TP": 69302, + "n_pred": 82820, + "n_ref": 74569 + }, + "7": { + "Dice": 0.8878939791511389, + "FN": 7026, + "FP": 14934, + "IoU": 0.7983896881283108, + "TN": 1117701, + "TP": 86963, + "n_pred": 101897, + "n_ref": 93989 + }, + "8": { + "Dice": 0.9634160798539488, + "FN": 201, + "FP": 1342, + "IoU": 0.9294144556267154, + "TN": 1204764, + "TP": 20317, + "n_pred": 21659, + "n_ref": 20518 + }, + "9": { + "Dice": 0.7298153034300792, + "FN": 574, + "FP": 450, + "IoU": 0.5745741587037806, + "TN": 1224217, + "TP": 1383, + "n_pred": 1833, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0171.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": 0.6545778913874133, + "FN": 3577, + "FP": 22368, + "IoU": 0.4865223242558581, + "TN": 1000864, + "TP": 24583, + "n_pred": 46951, + "n_ref": 28160 + }, + "15": { + "Dice": 0.8266355699079058, + "FN": 1533, + "FP": 4265, + "IoU": 0.7045002803119107, + "TN": 1031771, + "TP": 13823, + "n_pred": 18088, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0181.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": 0.82748646996556, + "FN": 11212, + "FP": 359, + "IoU": 0.7057372463252124, + "TN": 1187302, + "TP": 27751, + "n_pred": 28110, + "n_ref": 38963 + }, + "15": { + "Dice": 0.021705426356589147, + "FN": 0, + "FP": 1893, + "IoU": 0.0109717868338558, + "TN": 1224710, + "TP": 21, + "n_pred": 1914, + "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": 0.6777066867394305, + "FN": 2002, + "FP": 567, + "IoU": 0.5125237191650854, + "TN": 1221354, + "TP": 2701, + "n_pred": 3268, + "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": 0.9575933864053888, + "FN": 1704, + "FP": 1066, + "IoU": 0.9186370979585843, + "TN": 1192579, + "TP": 31275, + "n_pred": 32341, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 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": 217, + "IoU": 0.0, + "TN": 875943, + "TP": 0, + "n_pred": 217, + "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": 0.8513660155751308, + "FN": 8023, + "FP": 1291, + "IoU": 0.7411986996026564, + "TN": 840171, + "TP": 26675, + "n_pred": 27966, + "n_ref": 34698 + }, + "5": { + "Dice": 0.5993984670612206, + "FN": 2704, + "FP": 1425, + "IoU": 0.4279578830701025, + "TN": 868942, + "TP": 3089, + "n_pred": 4514, + "n_ref": 5793 + }, + "6": { + "Dice": 0.9730223111471109, + "FN": 1994, + "FP": 2469, + "IoU": 0.9474619767387107, + "TN": 791212, + "TP": 80485, + "n_pred": 82954, + "n_ref": 82479 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5897, + "IoU": 0.0, + "TN": 870263, + "TP": 0, + "n_pred": 5897, + "n_ref": 0 + }, + "8": { + "Dice": 0.9308437380054638, + "FN": 1178, + "FP": 1885, + "IoU": 0.870633948557672, + "TN": 852483, + "TP": 20614, + "n_pred": 22499, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 13161, + "IoU": 0.0, + "TN": 862999, + "TP": 0, + "n_pred": 13161, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 876094, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "11": { + "Dice": 0.8369015181004282, + "FN": 530, + "FP": 1146, + "IoU": 0.7195448460508701, + "TN": 870184, + "TP": 4300, + "n_pred": 5446, + "n_ref": 4830 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7731958762886598, + "FN": 110, + "FP": 110, + "IoU": 0.6302521008403361, + "TN": 875565, + "TP": 375, + "n_pred": 485, + "n_ref": 485 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5499, + "IoU": 0.0, + "TN": 870661, + "TP": 0, + "n_pred": 5499, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.860521253724588, + "FN": 14053, + "FP": 739, + "IoU": 0.7551885074972692, + "TN": 815738, + "TP": 45630, + "n_pred": 46369, + "n_ref": 59683 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12215, + "IoU": 0.0, + "TN": 863945, + "TP": 0, + "n_pred": 12215, + "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": 0.9440998981164607, + "FN": 2313, + "FP": 8386, + "IoU": 0.89411857848328, + "TN": 775113, + "TP": 90348, + "n_pred": 98734, + "n_ref": 92661 + }, + "7": { + "Dice": 0.0, + "FN": 5, + "FP": 1563, + "IoU": 0.0, + "TN": 874592, + "TP": 0, + "n_pred": 1563, + "n_ref": 5 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9559805938682719, + "FN": 269, + "FP": 1464, + "IoU": 0.9156732032504501, + "TN": 855609, + "TP": 18818, + "n_pred": 20282, + "n_ref": 19087 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8882465015439196, + "FN": 240, + "FP": 1461, + "IoU": 0.79895993381397, + "TN": 867699, + "TP": 6760, + "n_pred": 8221, + "n_ref": 7000 + }, + "10": { + "Dice": 0.8320643339892206, + "FN": 1245, + "FP": 718, + "IoU": 0.7124230881922062, + "TN": 869334, + "TP": 4863, + "n_pred": 5581, + "n_ref": 6108 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.764621456763545, + "FN": 934, + "FP": 378, + "IoU": 0.6189369735695615, + "TN": 872717, + "TP": 2131, + "n_pred": 2509, + "n_ref": 3065 + }, + "13": { + "Dice": 0.5351629502572899, + "FN": 549, + "FP": 264, + "IoU": 0.36533957845433257, + "TN": 874879, + "TP": 468, + "n_pred": 732, + "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": 0.9725568765982127, + "FN": 444, + "FP": 597, + "IoU": 0.9465797711294709, + "TN": 856673, + "TP": 18446, + "n_pred": 19043, + "n_ref": 18890 + }, + "4": { + "Dice": 0.4603174603174603, + "FN": 1036, + "FP": 52, + "IoU": 0.29896907216494845, + "TN": 874608, + "TP": 464, + "n_pred": 516, + "n_ref": 1500 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9713204412239812, + "FN": 3795, + "FP": 2419, + "IoU": 0.9442400531218033, + "TN": 764718, + "TP": 105228, + "n_pred": 107647, + "n_ref": 109023 + }, + "7": { + "Dice": 0.9322623259486463, + "FN": 616, + "FP": 3845, + "IoU": 0.873119258226912, + "TN": 841001, + "TP": 30698, + "n_pred": 34543, + "n_ref": 31314 + }, + "8": { + "Dice": 0.9615296367112811, + "FN": 317, + "FP": 186, + "IoU": 0.9259095595816762, + "TN": 869371, + "TP": 6286, + "n_pred": 6472, + "n_ref": 6603 + }, + "9": { + "Dice": 0.8725360121304018, + "FN": 293, + "FP": 2397, + "IoU": 0.7738925779608304, + "TN": 864263, + "TP": 9207, + "n_pred": 11604, + "n_ref": 9500 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9556301267710664, + "FN": 57, + "FP": 181, + "IoU": 0.9150303463048911, + "TN": 1223823, + "TP": 2563, + "n_pred": 2744, + "n_ref": 2620 + }, + "10": { + "Dice": 0.9276429513159822, + "FN": 1450, + "FP": 5959, + "IoU": 0.8650504535353903, + "TN": 1171722, + "TP": 47493, + "n_pred": 53452, + "n_ref": 48943 + }, + "11": { + "Dice": 0.7431728492501973, + "FN": 817, + "FP": 810, + "IoU": 0.5913087164029138, + "TN": 1222643, + "TP": 2354, + "n_pred": 3164, + "n_ref": 3171 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8493188461750593, + "FN": 4120, + "FP": 1344, + "IoU": 0.7381009442553803, + "TN": 1205761, + "TP": 15399, + "n_pred": 16743, + "n_ref": 19519 + }, + "14": { + "Dice": 0.4692404542564729, + "FN": 170107, + "FP": 201, + "IoU": 0.30654092967197627, + "TN": 981032, + "TP": 75284, + "n_pred": 75485, + "n_ref": 245391 + }, + "15": { + "Dice": 0.4086191227818434, + "FN": 24292, + "FP": 436, + "IoU": 0.2567701601995732, + "TN": 1193353, + "TP": 8543, + "n_pred": 8979, + "n_ref": 32835 + }, + "2": { + "Dice": 0.8673469387755102, + "FN": 39, + "FP": 13, + "IoU": 0.7657657657657657, + "TN": 1226402, + "TP": 170, + "n_pred": 183, + "n_ref": 209 + }, + "3": { + "Dice": 0.9327115256495669, + "FN": 60, + "FP": 41, + "IoU": 0.8739076154806492, + "TN": 1225823, + "TP": 700, + "n_pred": 741, + "n_ref": 760 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 1226605, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4755169712513548, + "FN": 2793, + "FP": 143832, + "IoU": 0.3119201475412144, + "TN": 1013531, + "TP": 66468, + "n_pred": 210300, + "n_ref": 69261 + }, + "7": { + "Dice": 0.9194205629490049, + "FN": 1648, + "FP": 1773, + "IoU": 0.8508588368645915, + "TN": 1203686, + "TP": 19517, + "n_pred": 21290, + "n_ref": 21165 + }, + "8": { + "Dice": 0.9685066034541144, + "FN": 318, + "FP": 147, + "IoU": 0.9389363099146422, + "TN": 1219009, + "TP": 7150, + "n_pred": 7297, + "n_ref": 7468 + }, + "9": { + "Dice": 0.9089566737905576, + "FN": 2405, + "FP": 2281, + "IoU": 0.8331077712087755, + "TN": 1198546, + "TP": 23392, + "n_pred": 25673, + "n_ref": 25797 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.7066741446999439, + "FN": 37, + "FP": 1009, + "IoU": 0.546400693842151, + "TN": 1049086, + "TP": 1260, + "n_pred": 2269, + "n_ref": 1297 + }, + "11": { + "Dice": 0.7497905612957274, + "FN": 918, + "FP": 874, + "IoU": 0.599731963368327, + "TN": 1046915, + "TP": 2685, + "n_pred": 3559, + "n_ref": 3603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9279202279202279, + "FN": 225, + "FP": 281, + "IoU": 0.8655328195588626, + "TN": 1047629, + "TP": 3257, + "n_pred": 3538, + "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": 0.9664780148019155, + "FN": 164, + "FP": 375, + "IoU": 0.9351305812973884, + "TN": 1043083, + "TP": 7770, + "n_pred": 8145, + "n_ref": 7934 + }, + "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": 16, + "IoU": 0.0, + "TN": 1051376, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9555301408931935, + "FN": 4783, + "FP": 4588, + "IoU": 0.9148470226898927, + "TN": 941343, + "TP": 100678, + "n_pred": 105266, + "n_ref": 105461 + }, + "7": { + "Dice": 0.8175640010556875, + "FN": 1297, + "FP": 4233, + "IoU": 0.6914234696724513, + "TN": 1033471, + "TP": 12391, + "n_pred": 16624, + "n_ref": 13688 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9416937087825814, + "FN": 1073, + "FP": 1712, + "IoU": 0.8898120672601385, + "TN": 1026117, + "TP": 22490, + "n_pred": 24202, + "n_ref": 23563 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9498234727720124, + "FN": 840, + "FP": 567, + "IoU": 0.904441727791361, + "TN": 861436, + "TP": 13317, + "n_pred": 13884, + "n_ref": 14157 + }, + "10": { + "Dice": 0.8742488315156911, + "FN": 1030, + "FP": 1795, + "IoU": 0.7765915381573745, + "TN": 863515, + "TP": 9820, + "n_pred": 11615, + "n_ref": 10850 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 876134, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "12": { + "Dice": 0.8163833937029813, + "FN": 572, + "FP": 746, + "IoU": 0.6897363465160076, + "TN": 871912, + "TP": 2930, + "n_pred": 3676, + "n_ref": 3502 + }, + "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": 2, + "IoU": 0.0, + "TN": 876158, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.9794378839481809, + "FN": 370, + "FP": 922, + "IoU": 0.9597043320961857, + "TN": 844097, + "TP": 30771, + "n_pred": 31693, + "n_ref": 31141 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.45354330708661417, + "FN": 340, + "FP": 7, + "IoU": 0.29327902240325865, + "TN": 875669, + "TP": 144, + "n_pred": 151, + "n_ref": 484 + }, + "6": { + "Dice": 0.9795892086794153, + "FN": 3120, + "FP": 367, + "IoU": 0.959994952044422, + "TN": 788996, + "TP": 83677, + "n_pred": 84044, + "n_ref": 86797 + }, + "7": { + "Dice": 0.6255157951701279, + "FN": 828, + "FP": 21316, + "IoU": 0.45509129386288694, + "TN": 835522, + "TP": 18494, + "n_pred": 39810, + "n_ref": 19322 + }, + "8": { + "Dice": 0.9806436147899562, + "FN": 501, + "FP": 145, + "IoU": 0.9620223398001175, + "TN": 859150, + "TP": 16364, + "n_pred": 16509, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9404274670304684, + "FN": 25, + "FP": 106, + "IoU": 0.8875536480686695, + "TN": 874995, + "TP": 1034, + "n_pred": 1140, + "n_ref": 1059 + }, + "10": { + "Dice": 0.5919340003902004, + "FN": 12257, + "FP": 2384, + "IoU": 0.42038796516231197, + "TN": 850900, + "TP": 10619, + "n_pred": 13003, + "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": 0.634893125361063, + "FN": 20568, + "FP": 3448, + "IoU": 0.4650867541261109, + "TN": 831263, + "TP": 20881, + "n_pred": 24329, + "n_ref": 41449 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1448, + "IoU": 0.0, + "TN": 874712, + "TP": 0, + "n_pred": 1448, + "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": 17792, + "IoU": 0.0, + "TN": 858368, + "TP": 0, + "n_pred": 17792, + "n_ref": 0 + }, + "3": { + "Dice": 0.58202935276106, + "FN": 19698, + "FP": 95, + "IoU": 0.41046643235837255, + "TN": 842586, + "TP": 13781, + "n_pred": 13876, + "n_ref": 33479 + }, + "4": { + "Dice": 0.8210341365461847, + "FN": 1287, + "FP": 139, + "IoU": 0.6964019586970407, + "TN": 871463, + "TP": 3271, + "n_pred": 3410, + "n_ref": 4558 + }, + "5": { + "Dice": 0.8641477592349522, + "FN": 2292, + "FP": 606, + "IoU": 0.7607924061081304, + "TN": 864045, + "TP": 9217, + "n_pred": 9823, + "n_ref": 11509 + }, + "6": { + "Dice": 0.9386439381522155, + "FN": 1827, + "FP": 1542, + "IoU": 0.8843817564089365, + "TN": 847021, + "TP": 25770, + "n_pred": 27312, + "n_ref": 27597 + }, + "7": { + "Dice": 0.6339977977749933, + "FN": 11052, + "FP": 37145, + "IoU": 0.46412648291657865, + "TN": 786219, + "TP": 41744, + "n_pred": 78889, + "n_ref": 52796 + }, + "8": { + "Dice": 0.9773350392981174, + "FN": 179, + "FP": 565, + "IoU": 0.955674709562109, + "TN": 859375, + "TP": 16041, + "n_pred": 16606, + "n_ref": 16220 + }, + "9": { + "Dice": 0.5618274494997169, + "FN": 306, + "FP": 2015, + "IoU": 0.3906537148857968, + "TN": 872351, + "TP": 1488, + "n_pred": 3503, + "n_ref": 1794 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.8886074761971765, + "FN": 576, + "FP": 1799, + "IoU": 0.7995442268737339, + "TN": 1039544, + "TP": 9473, + "n_pred": 11272, + "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": 0.8227291657026514, + "FN": 2386, + "FP": 5276, + "IoU": 0.6988444304693028, + "TN": 1025950, + "TP": 17780, + "n_pred": 23056, + "n_ref": 20166 + }, + "14": { + "Dice": 0.0, + "FN": 23420, + "FP": 63070, + "IoU": 0.0, + "TN": 964902, + "TP": 0, + "n_pred": 63070, + "n_ref": 23420 + }, + "15": { + "Dice": 0.5770880763214545, + "FN": 17189, + "FP": 10118, + "IoU": 0.40556837476598895, + "TN": 1005454, + "TP": 18631, + "n_pred": 28749, + "n_ref": 35820 + }, + "2": { + "Dice": 0.9301119301119302, + "FN": 81, + "FP": 431, + "IoU": 0.8693544271497831, + "TN": 1047473, + "TP": 3407, + "n_pred": 3838, + "n_ref": 3488 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 1051381, + "TP": 0, + "n_pred": 11, + "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": 0.0, + "FN": 0, + "FP": 13394, + "IoU": 0.0, + "TN": 1037998, + "TP": 0, + "n_pred": 13394, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 15949, + "IoU": 0.0, + "TN": 1035443, + "TP": 0, + "n_pred": 15949, + "n_ref": 0 + }, + "8": { + "Dice": 0.9721220447650123, + "FN": 330, + "FP": 157, + "IoU": 0.9457562931610604, + "TN": 1042414, + "TP": 8491, + "n_pred": 8648, + "n_ref": 8821 + }, + "9": { + "Dice": 0.9050967629453129, + "FN": 1001, + "FP": 2265, + "IoU": 0.8266454352441613, + "TN": 1032552, + "TP": 15574, + "n_pred": 17839, + "n_ref": 16575 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9480878225939581, + "FN": 1575, + "FP": 3142, + "IoU": 0.9012994078382959, + "TN": 1178833, + "TP": 43074, + "n_pred": 46216, + "n_ref": 44649 + }, + "10": { + "Dice": 0.7327449249779346, + "FN": 217, + "FP": 2811, + "IoU": 0.578214235966012, + "TN": 1219445, + "TP": 4151, + "n_pred": 6962, + "n_ref": 4368 + }, + "11": { + "Dice": 0.7632720512290849, + "FN": 1224, + "FP": 1068, + "IoU": 0.6171705361616836, + "TN": 1220637, + "TP": 3695, + "n_pred": 4763, + "n_ref": 4919 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 106, + "IoU": 0.0, + "TN": 1226518, + "TP": 0, + "n_pred": 106, + "n_ref": 0 + }, + "13": { + "Dice": 0.6212357528494301, + "FN": 3141, + "FP": 16, + "IoU": 0.4505743125652628, + "TN": 1220878, + "TP": 2589, + "n_pred": 2605, + "n_ref": 5730 + }, + "14": { + "Dice": 0.9271121827245772, + "FN": 1459, + "FP": 778, + "IoU": 0.8641277939747327, + "TN": 1210160, + "TP": 14227, + "n_pred": 15005, + "n_ref": 15686 + }, + "15": { + "Dice": 0.6820053155453645, + "FN": 3402, + "FP": 8802, + "IoU": 0.5174568028152308, + "TN": 1201333, + "TP": 13087, + "n_pred": 21889, + "n_ref": 16489 + }, + "2": { + "Dice": 0.9347036229627322, + "FN": 2267, + "FP": 249, + "IoU": 0.877411810563243, + "TN": 1206100, + "TP": 18008, + "n_pred": 18257, + "n_ref": 20275 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1116, + "IoU": 0.0, + "TN": 1225508, + "TP": 0, + "n_pred": 1116, + "n_ref": 0 + }, + "4": { + "Dice": 0.5965250965250966, + "FN": 406, + "FP": 12, + "IoU": 0.4250343878954608, + "TN": 1225897, + "TP": 309, + "n_pred": 321, + "n_ref": 715 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9573608944736803, + "FN": 390, + "FP": 2535, + "IoU": 0.9182092724120575, + "TN": 1190862, + "TP": 32837, + "n_pred": 35372, + "n_ref": 33227 + }, + "7": { + "Dice": 0.9031963470319635, + "FN": 539, + "FP": 521, + "IoU": 0.8234804329725229, + "TN": 1220619, + "TP": 4945, + "n_pred": 5466, + "n_ref": 5484 + }, + "8": { + "Dice": 0.8754527162977868, + "FN": 962, + "FP": 276, + "IoU": 0.7784934693147254, + "TN": 1221035, + "TP": 4351, + "n_pred": 4627, + "n_ref": 5313 + }, + "9": { + "Dice": 0.891876604446765, + "FN": 1721, + "FP": 764, + "IoU": 0.804853149049788, + "TN": 1213890, + "TP": 10249, + "n_pred": 11013, + "n_ref": 11970 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9764575288917945, + "FN": 2655, + "FP": 802, + "IoU": 0.9539980571930432, + "TN": 801011, + "TP": 71692, + "n_pred": 72494, + "n_ref": 74347 + }, + "10": { + "Dice": 0.8189128337085879, + "FN": 304, + "FP": 2511, + "IoU": 0.6933551198257081, + "TN": 866980, + "TP": 6365, + "n_pred": 8876, + "n_ref": 6669 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6610169491525424, + "FN": 39, + "FP": 1, + "IoU": 0.4936708860759494, + "TN": 876081, + "TP": 39, + "n_pred": 40, + "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": 0.9736610753595668, + "FN": 745, + "FP": 753, + "IoU": 0.9486740217912698, + "TN": 846974, + "TP": 27688, + "n_pred": 28441, + "n_ref": 28433 + }, + "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": 37, + "IoU": 0.0, + "TN": 876123, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9756874424761373, + "FN": 1133, + "FP": 1218, + "IoU": 0.9525290257445734, + "TN": 826635, + "TP": 47174, + "n_pred": 48392, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.7940954342602128, + "FN": 1340, + "FP": 1659, + "IoU": 0.6585060350717377, + "TN": 867378, + "TP": 5783, + "n_pred": 7442, + "n_ref": 7123 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7833333333333333, + "FN": 201, + "FP": 33, + "IoU": 0.6438356164383562, + "TN": 875503, + "TP": 423, + "n_pred": 456, + "n_ref": 624 + }, + "13": { + "Dice": 0.8743290179981055, + "FN": 634, + "FP": 958, + "IoU": 0.7767180925666199, + "TN": 869030, + "TP": 5538, + "n_pred": 6496, + "n_ref": 6172 + }, + "14": { + "Dice": 0.9281915337034629, + "FN": 7661, + "FP": 953, + "IoU": 0.8660050399776001, + "TN": 811874, + "TP": 55672, + "n_pred": 56625, + "n_ref": 63333 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5430, + "IoU": 0.0, + "TN": 870730, + "TP": 0, + "n_pred": 5430, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8368479467258602, + "FN": 21, + "FP": 126, + "IoU": 0.7194656488549618, + "TN": 875636, + "TP": 377, + "n_pred": 503, + "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": 0.9738129331165731, + "FN": 2361, + "FP": 4936, + "IoU": 0.9489623915004931, + "TN": 733187, + "TP": 135676, + "n_pred": 140612, + "n_ref": 138037 + }, + "7": { + "Dice": 0.9768496005557485, + "FN": 2012, + "FP": 654, + "IoU": 0.9547468300714613, + "TN": 817247, + "TP": 56247, + "n_pred": 56901, + "n_ref": 58259 + }, + "8": { + "Dice": 0.9611937122642764, + "FN": 637, + "FP": 822, + "IoU": 0.9252867677181483, + "TN": 856632, + "TP": 18069, + "n_pred": 18891, + "n_ref": 18706 + }, + "9": { + "Dice": 0.8803411365416413, + "FN": 4201, + "FP": 1299, + "IoU": 0.7862583553551997, + "TN": 850428, + "TP": 20232, + "n_pred": 21531, + "n_ref": 24433 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8236808236808236, + "FN": 32, + "FP": 105, + "IoU": 0.700218818380744, + "TN": 875703, + "TP": 320, + "n_pred": 425, + "n_ref": 352 + }, + "10": { + "Dice": 0.9107900436111194, + "FN": 1682, + "FP": 1325, + "IoU": 0.8361932777686986, + "TN": 857803, + "TP": 15350, + "n_pred": 16675, + "n_ref": 17032 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8010012515644556, + "FN": 781, + "FP": 332, + "IoU": 0.6680584551148225, + "TN": 872807, + "TP": 2240, + "n_pred": 2572, + "n_ref": 3021 + }, + "13": { + "Dice": 0.923770409696484, + "FN": 169, + "FP": 592, + "IoU": 0.8583395383469844, + "TN": 870788, + "TP": 4611, + "n_pred": 5203, + "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": 0.9506685941452837, + "FN": 138, + "FP": 408, + "IoU": 0.9059755467539177, + "TN": 870353, + "TP": 5261, + "n_pred": 5669, + "n_ref": 5399 + }, + "3": { + "Dice": 0.964818874621568, + "FN": 288, + "FP": 49, + "IoU": 0.9320290439693425, + "TN": 871202, + "TP": 4621, + "n_pred": 4670, + "n_ref": 4909 + }, + "4": { + "Dice": 0.271523178807947, + "FN": 82, + "FP": 578, + "IoU": 0.15708812260536398, + "TN": 875377, + "TP": 123, + "n_pred": 701, + "n_ref": 205 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9910100176114357, + "FN": 1469, + "FP": 1068, + "IoU": 0.9821802345999859, + "TN": 733790, + "TP": 139833, + "n_pred": 140901, + "n_ref": 141302 + }, + "7": { + "Dice": 0.9720546048075972, + "FN": 602, + "FP": 528, + "IoU": 0.9456286387913199, + "TN": 855377, + "TP": 19653, + "n_pred": 20181, + "n_ref": 20255 + }, + "8": { + "Dice": 0.9690218220662292, + "FN": 537, + "FP": 478, + "IoU": 0.9399052693901717, + "TN": 859270, + "TP": 15875, + "n_pred": 16353, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.9020868746032071, + "FN": 4187, + "FP": 594, + "IoU": 0.8216377541503451, + "TN": 849355, + "TP": 22024, + "n_pred": 22618, + "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": 1, + "IoU": 0.0, + "TN": 876159, + "TP": 0, + "n_pred": 1, + "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": 696, + "IoU": 0.0, + "TN": 875464, + "TP": 0, + "n_pred": 696, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7851345429047243, + "FN": 284, + "FP": 11973, + "IoU": 0.6462728348388214, + "TN": 841509, + "TP": 22394, + "n_pred": 34367, + "n_ref": 22678 + }, + "7": { + "Dice": 0.5121096239643085, + "FN": 14296, + "FP": 1014, + "IoU": 0.3441850503319769, + "TN": 852815, + "TP": 8035, + "n_pred": 9049, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.6151792641503854, + "FN": 1120.5577777777776, + "FP": 1115.848888888889, + "IoU": 0.5400752217566297, + "TN": 895037.94, + "TP": 8090.986666666667, + "n_pred": 9206.835555555554, + "n_ref": 9211.544444444446 + }, + "mean": { + "1": { + "Dice": 0.6144610558695371, + "FN": 427.53333333333336, + "FP": 854.3, + "IoU": 0.576745598299864, + "TN": 891946.4333333333, + "TP": 12137.066666666668, + "n_pred": 12991.366666666667, + "n_ref": 12564.6 + }, + "10": { + "Dice": 0.5858203700088912, + "FN": 1684.0, + "FP": 1620.3333333333333, + "IoU": 0.49406341991316965, + "TN": 896295.4333333333, + "TP": 5765.566666666667, + "n_pred": 7385.9, + "n_ref": 7449.566666666667 + }, + "11": { + "Dice": 0.3466679849713269, + "FN": 36.166666666666664, + "FP": 55.53333333333333, + "IoU": 0.27064284381414444, + "TN": 905150.7666666667, + "TP": 122.86666666666666, + "n_pred": 178.4, + "n_ref": 159.03333333333333 + }, + "12": { + "Dice": 0.5014190585048808, + "FN": 261.23333333333335, + "FP": 173.36666666666667, + "IoU": 0.3923809186651283, + "TN": 904464.2, + "TP": 466.53333333333336, + "n_pred": 639.9, + "n_ref": 727.7666666666667 + }, + "13": { + "Dice": 0.5871169157518997, + "FN": 931.1333333333333, + "FP": 863.4, + "IoU": 0.48489857767604505, + "TN": 901534.3333333334, + "TP": 2036.4666666666667, + "n_pred": 2899.866666666667, + "n_ref": 2967.6 + }, + "14": { + "Dice": 0.6153036437886295, + "FN": 2687.266666666667, + "FP": 1542.9, + "IoU": 0.5360295057131576, + "TN": 895062.0666666667, + "TP": 6073.1, + "n_pred": 7616.0, + "n_ref": 8760.366666666667 + }, + "15": { + "Dice": 0.6242058716308548, + "FN": 1235.4333333333334, + "FP": 1453.3333333333333, + "IoU": 0.5349695479929424, + "TN": 897445.2333333333, + "TP": 5231.333333333333, + "n_pred": 6684.666666666667, + "n_ref": 6466.766666666666 + }, + "2": { + "Dice": 0.8326016586111916, + "FN": 408.6666666666667, + "FP": 459.03333333333336, + "IoU": 0.7948159455240684, + "TN": 895857.2666666667, + "TP": 8640.366666666667, + "n_pred": 9099.4, + "n_ref": 9049.033333333333 + }, + "3": { + "Dice": 0.584584513388409, + "FN": 1645.3, + "FP": 459.03333333333336, + "IoU": 0.5415897564557578, + "TN": 894923.7666666667, + "TP": 8337.233333333334, + "n_pred": 8796.266666666666, + "n_ref": 9982.533333333333 + }, + "4": { + "Dice": 0.4853220418583753, + "FN": 354.73333333333335, + "FP": 551.8666666666667, + "IoU": 0.41936491825405126, + "TN": 901941.7, + "TP": 2517.0333333333333, + "n_pred": 3068.9, + "n_ref": 2871.766666666667 + }, + "5": { + "Dice": 0.49508410570582134, + "FN": 702.0333333333333, + "FP": 259.3, + "IoU": 0.39768239543436723, + "TN": 903071.1, + "TP": 1332.9, + "n_pred": 1592.2, + "n_ref": 2034.9333333333334 + }, + "6": { + "Dice": 0.81157064738149, + "FN": 2308.766666666667, + "FP": 5748.9, + "IoU": 0.7468141656949742, + "TN": 853126.9, + "TP": 44180.76666666667, + "n_pred": 49929.666666666664, + "n_ref": 46489.53333333333 + }, + "7": { + "Dice": 0.4883202589335237, + "FN": 2161.9666666666667, + "FP": 1755.1666666666667, + "IoU": 0.4264947597653692, + "TN": 891520.4, + "TP": 9927.8, + "n_pred": 11682.966666666667, + "n_ref": 12089.766666666666 + }, + "8": { + "Dice": 0.9326047849880427, + "FN": 1370.2333333333333, + "FP": 426.3, + "IoU": 0.875321036942779, + "TN": 892067.9333333333, + "TP": 11500.866666666667, + "n_pred": 11927.166666666666, + "n_ref": 12871.1 + }, + "9": { + "Dice": 0.7226060508629089, + "FN": 593.9, + "FP": 514.9666666666667, + "IoU": 0.6093149362036289, + "TN": 901161.5666666667, + "TP": 3094.9, + "n_pred": 3609.866666666667, + "n_ref": 3688.8 + } + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 261, + "IoU": 0.0, + "TN": 875899, + "TP": 0, + "n_pred": 261, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 223, + "IoU": 0.0, + "TN": 875937, + "TP": 0, + "n_pred": 223, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.2063063063063063, + "FN": 1720, + "FP": 42, + "IoU": 0.1150175791059769, + "TN": 874169, + "TP": 229, + "n_pred": 271, + "n_ref": 1949 + }, + "15": { + "Dice": 0.8550600844810035, + "FN": 9352, + "FP": 3035, + "IoU": 0.7468165559529892, + "TN": 827235, + "TP": 36538, + "n_pred": 39573, + "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": 37529, + "IoU": 0.0, + "TN": 838631, + "TP": 0, + "n_pred": 37529, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 379, + "IoU": 0.0, + "TN": 875781, + "TP": 0, + "n_pred": 379, + "n_ref": 0 + }, + "8": { + "Dice": 0.9132202011990651, + "FN": 773, + "FP": 935, + "IoU": 0.8402992052360916, + "TN": 865465, + "TP": 8987, + "n_pred": 9922, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9691684794226005, + "FN": 2725, + "FP": 2179, + "IoU": 0.9401812615118137, + "TN": 969411, + "TP": 77077, + "n_pred": 79256, + "n_ref": 79802 + }, + "10": { + "Dice": 0.8845547675334909, + "FN": 414, + "FP": 1344, + "IoU": 0.793006004945249, + "TN": 1042899, + "TP": 6735, + "n_pred": 8079, + "n_ref": 7149 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4435146443514644, + "FN": 132, + "FP": 1, + "IoU": 0.2849462365591398, + "TN": 1051206, + "TP": 53, + "n_pred": 54, + "n_ref": 185 + }, + "13": { + "Dice": 0.8628662360760087, + "FN": 757, + "FP": 708, + "IoU": 0.7588080342443201, + "TN": 1045318, + "TP": 4609, + "n_pred": 5317, + "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": 0.9590639201824799, + "FN": 1481, + "FP": 3221, + "IoU": 0.9213475628115486, + "TN": 991610, + "TP": 55080, + "n_pred": 58301, + "n_ref": 56561 + }, + "4": { + "Dice": 0.9105683215586043, + "FN": 1797, + "FP": 1912, + "IoU": 0.8358195741667036, + "TN": 1028801, + "TP": 18882, + "n_pred": 20794, + "n_ref": 20679 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9815715255509502, + "FN": 1483, + "FP": 1856, + "IoU": 0.9638099779976805, + "TN": 959129, + "TP": 88924, + "n_pred": 90780, + "n_ref": 90407 + }, + "7": { + "Dice": 0.9485216946115449, + "FN": 282, + "FP": 1729, + "IoU": 0.9020839419612425, + "TN": 1030854, + "TP": 18527, + "n_pred": 20256, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9645589803588623, + "FN": 3049, + "FP": 374, + "IoU": 0.9315441073535587, + "TN": 650925, + "TP": 46580, + "n_pred": 46954, + "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": 0.9017387093246684, + "FN": 1901, + "FP": 10679, + "IoU": 0.8210602676983912, + "TN": 630625, + "TP": 57723, + "n_pred": 68402, + "n_ref": 59624 + }, + "15": { + "Dice": 0.6464920419670259, + "FN": 2706, + "FP": 12153, + "IoU": 0.4776418477114533, + "TN": 672482, + "TP": 13587, + "n_pred": 25740, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0025.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": 0.9138387951651477, + "FN": 748, + "FP": 1918, + "IoU": 0.8413472982623185, + "TN": 859356, + "TP": 14138, + "n_pred": 16056, + "n_ref": 14886 + }, + "15": { + "Dice": 0.9229088426083988, + "FN": 5441, + "FP": 1333, + "IoU": 0.8568530493216686, + "TN": 828838, + "TP": 40548, + "n_pred": 41881, + "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": 0.8988051489888914, + "FN": 1769, + "FP": 3050, + "IoU": 0.8162090007627765, + "TN": 849940, + "TP": 21401, + "n_pred": 24451, + "n_ref": 23170 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 876109, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "6": { + "Dice": 0.9823898621356819, + "FN": 2490, + "FP": 1351, + "IoU": 0.9653892247943268, + "TN": 765183, + "TP": 107136, + "n_pred": 108487, + "n_ref": 109626 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 876157, + "TP": 0, + "n_pred": 3, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.8546628986677433, + "FN": 846, + "FP": 4194, + "IoU": 0.7462107860415932, + "TN": 1031533, + "TP": 14819, + "n_pred": 19013, + "n_ref": 15665 + }, + "11": { + "Dice": 0.5846153846153846, + "FN": 473, + "FP": 553, + "IoU": 0.41304347826086957, + "TN": 1049644, + "TP": 722, + "n_pred": 1275, + "n_ref": 1195 + }, + "12": { + "Dice": 0.7316642770486379, + "FN": 659, + "FP": 1774, + "IoU": 0.5768695652173913, + "TN": 1045642, + "TP": 3317, + "n_pred": 5091, + "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": 0.9397789484557381, + "FN": 2471, + "FP": 2776, + "IoU": 0.8863990646921278, + "TN": 1005204, + "TP": 40941, + "n_pred": 43717, + "n_ref": 43412 + }, + "3": { + "Dice": 0.932749249614667, + "FN": 1218, + "FP": 440, + "IoU": 0.8739738522347218, + "TN": 1038236, + "TP": 11498, + "n_pred": 11938, + "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": 0.978594523799779, + "FN": 681, + "FP": 888, + "IoU": 0.9580862317679115, + "TN": 1013958, + "TP": 35865, + "n_pred": 36753, + "n_ref": 36546 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8905146870541757, + "FN": 528, + "FP": 2465, + "IoU": 0.8026376524892845, + "TN": 1036227, + "TP": 12172, + "n_pred": 14637, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9633670872366925, + "FN": 605, + "FP": 2101, + "IoU": 0.929323268994698, + "TN": 837873, + "TP": 35581, + "n_pred": 37682, + "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": 0.9516721107481724, + "FN": 1318, + "FP": 4896, + "IoU": 0.9078000504473492, + "TN": 808763, + "TP": 61183, + "n_pred": 66079, + "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": 0.9210926734037667, + "FN": 10117, + "FP": 877, + "IoU": 0.8537273319939862, + "TN": 800999, + "TP": 64167, + "n_pred": 65044, + "n_ref": 74284 + }, + "7": { + "Dice": 0.4726477024070022, + "FN": 342, + "FP": 140, + "IoU": 0.30945558739255014, + "TN": 875462, + "TP": 216, + "n_pred": 356, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 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": 0.8462897526501767, + "FN": 389, + "FP": 133, + "IoU": 0.7335375191424196, + "TN": 874201, + "TP": 1437, + "n_pred": 1570, + "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": 0.8695652173913043, + "FN": 24, + "FP": 9, + "IoU": 0.7692307692307693, + "TN": 876017, + "TP": 110, + "n_pred": 119, + "n_ref": 134 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8078495502861816, + "FN": 172, + "FP": 533, + "IoU": 0.6776406035665294, + "TN": 873973, + "TP": 1482, + "n_pred": 2015, + "n_ref": 1654 + }, + "6": { + "Dice": 0.9540630797773655, + "FN": 230, + "FP": 389, + "IoU": 0.9121612033489428, + "TN": 869113, + "TP": 6428, + "n_pred": 6817, + "n_ref": 6658 + }, + "7": { + "Dice": 0.9205343616581738, + "FN": 1549, + "FP": 182, + "IoU": 0.852768563409033, + "TN": 864403, + "TP": 10026, + "n_pred": 10208, + "n_ref": 11575 + }, + "8": { + "Dice": 0.9408815703212371, + "FN": 2377, + "FP": 689, + "IoU": 0.8883629478590155, + "TN": 848696, + "TP": 24398, + "n_pred": 25087, + "n_ref": 26775 + }, + "9": { + "Dice": 0.7847222222222222, + "FN": 108, + "FP": 16, + "IoU": 0.6457142857142857, + "TN": 875810, + "TP": 226, + "n_pred": 242, + "n_ref": 334 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1449, + "IoU": 0.0, + "TN": 874711, + "TP": 0, + "n_pred": 1449, + "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": 0.019626464070908515, + "FN": 5051, + "FP": 7337, + "IoU": 0.009910485933503837, + "TN": 863648, + "TP": 124, + "n_pred": 7461, + "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": 26, + "IoU": 0.0, + "TN": 876134, + "TP": 0, + "n_pred": 26, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 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": 0.8936468460321049, + "FN": 3534, + "FP": 1170, + "IoU": 0.807741038950423, + "TN": 676461, + "TP": 19763, + "n_pred": 20933, + "n_ref": 23297 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9600482436303331, + "FN": 1956, + "FP": 3344, + "IoU": 0.9231661351116266, + "TN": 631948, + "TP": 63680, + "n_pred": 67024, + "n_ref": 65636 + }, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9694028069359351, + "FN": 2994, + "FP": 2005, + "IoU": 0.9406224017104169, + "TN": 1142434, + "TP": 79191, + "n_pred": 81196, + "n_ref": 82185 + }, + "10": { + "Dice": 0.8656212303980699, + "FN": 6396, + "FP": 2516, + "IoU": 0.7630795406210124, + "TN": 1189008, + "TP": 28704, + "n_pred": 31220, + "n_ref": 35100 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1226623, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": 0.7123249299719888, + "FN": 1447, + "FP": 607, + "IoU": 0.553186860996302, + "TN": 1222027, + "TP": 2543, + "n_pred": 3150, + "n_ref": 3990 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 6656, + "IoU": 0.0, + "TN": 1219968, + "TP": 0, + "n_pred": 6656, + "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": 0.9698583448716583, + "FN": 683, + "FP": 1298, + "IoU": 0.9414805624483044, + "TN": 1192772, + "TP": 31871, + "n_pred": 33169, + "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": 0.9657556465674547, + "FN": 1505, + "FP": 1873, + "IoU": 0.9337789888455431, + "TN": 1175613, + "TP": 47633, + "n_pred": 49506, + "n_ref": 49138 + }, + "7": { + "Dice": 0.8567335865436788, + "FN": 3112, + "FP": 3489, + "IoU": 0.749373528741742, + "TN": 1200286, + "TP": 19737, + "n_pred": 23226, + "n_ref": 22849 + }, + "8": { + "Dice": 0.9248196604404948, + "FN": 330, + "FP": 2411, + "IoU": 0.8601530612244898, + "TN": 1207024, + "TP": 16859, + "n_pred": 19270, + "n_ref": 17189 + }, + "9": { + "Dice": 0.5142857142857142, + "FN": 0, + "FP": 119, + "IoU": 0.34615384615384615, + "TN": 1226442, + "TP": 63, + "n_pred": 182, + "n_ref": 63 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 661, + "IoU": 0.0, + "TN": 1050731, + "TP": 0, + "n_pred": 661, + "n_ref": 0 + }, + "10": { + "Dice": 0.755629691409508, + "FN": 316, + "FP": 270, + "IoU": 0.6072386058981233, + "TN": 1049900, + "TP": 906, + "n_pred": 1176, + "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": 1294, + "IoU": 0.0, + "TN": 1050098, + "TP": 0, + "n_pred": 1294, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 220, + "FP": 0, + "IoU": 0.0, + "TN": 1051172, + "TP": 0, + "n_pred": 0, + "n_ref": 220 + }, + "6": { + "Dice": 0.7327842474159326, + "FN": 17717, + "FP": 1879, + "IoU": 0.5782632088668891, + "TN": 1004927, + "TP": 26869, + "n_pred": 28748, + "n_ref": 44586 + }, + "7": { + "Dice": 0.8497690697842246, + "FN": 16432, + "FP": 222, + "IoU": 0.7387812720570935, + "TN": 987637, + "TP": 47101, + "n_pred": 47323, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7299465240641712, + "FN": 34, + "FP": 168, + "IoU": 0.5747368421052632, + "TN": 875685, + "TP": 273, + "n_pred": 441, + "n_ref": 307 + }, + "10": { + "Dice": 0.8629024633646725, + "FN": 6868, + "FP": 6183, + "IoU": 0.7588640688801433, + "TN": 822037, + "TP": 41072, + "n_pred": 47255, + "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": 0.7250055053952874, + "FN": 7572, + "FP": 2418, + "IoU": 0.5686342242756596, + "TN": 853001, + "TP": 13169, + "n_pred": 15587, + "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": 0.03333333333333333, + "FN": 0, + "FP": 754, + "IoU": 0.01694915254237288, + "TN": 875393, + "TP": 13, + "n_pred": 767, + "n_ref": 13 + }, + "5": { + "Dice": 0.7431693989071039, + "FN": 423, + "FP": 0, + "IoU": 0.591304347826087, + "TN": 875125, + "TP": 612, + "n_pred": 612, + "n_ref": 1035 + }, + "6": { + "Dice": 0.9687057165702162, + "FN": 1700, + "FP": 2253, + "IoU": 0.9393106624702541, + "TN": 811025, + "TP": 61182, + "n_pred": 63435, + "n_ref": 62882 + }, + "7": { + "Dice": 0.921692037470726, + "FN": 1426, + "FP": 1784, + "IoU": 0.8547577032713451, + "TN": 854059, + "TP": 18891, + "n_pred": 20675, + "n_ref": 20317 + }, + "8": { + "Dice": 0.9473123161655842, + "FN": 2491, + "FP": 178, + "IoU": 0.8998987360762105, + "TN": 849497, + "TP": 23994, + "n_pred": 24172, + "n_ref": 26485 + }, + "9": { + "Dice": 0.8936811422360555, + "FN": 2664, + "FP": 1640, + "IoU": 0.8077970794444692, + "TN": 853767, + "TP": 18089, + "n_pred": 19729, + "n_ref": 20753 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7775594068250848, + "FN": 345, + "FP": 2145, + "IoU": 0.6360713241742181, + "TN": 869318, + "TP": 4352, + "n_pred": 6497, + "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": 0.43893903112912136, + "FN": 5748, + "FP": 344, + "IoU": 0.28117994100294985, + "TN": 867685, + "TP": 2383, + "n_pred": 2727, + "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": 0.9365359221582065, + "FN": 4501, + "FP": 4102, + "IoU": 0.8806465038845727, + "TN": 804080, + "TP": 63477, + "n_pred": 67579, + "n_ref": 67978 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 313, + "IoU": 0.0, + "TN": 875847, + "TP": 0, + "n_pred": 313, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6944283226929774, + "FN": 806, + "FP": 1300, + "IoU": 0.5318959768837519, + "TN": 871661, + "TP": 2393, + "n_pred": 3693, + "n_ref": 3199 + }, + "6": { + "Dice": 0.6013226263580539, + "FN": 110, + "FP": 1578, + "IoU": 0.42992232353934484, + "TN": 873199, + "TP": 1273, + "n_pred": 2851, + "n_ref": 1383 + }, + "7": { + "Dice": 0.38688524590163936, + "FN": 256, + "FP": 118, + "IoU": 0.23983739837398374, + "TN": 875668, + "TP": 118, + "n_pred": 236, + "n_ref": 374 + }, + "8": { + "Dice": 0.9290637420133823, + "FN": 1792, + "FP": 1028, + "IoU": 0.867524780382393, + "TN": 854873, + "TP": 18467, + "n_pred": 19495, + "n_ref": 20259 + }, + "9": { + "Dice": 0.9147835556765587, + "FN": 464, + "FP": 162, + "IoU": 0.8429503261414952, + "TN": 872174, + "TP": 3360, + "n_pred": 3522, + "n_ref": 3824 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 700924, + "TP": 0, + "n_pred": 4, + "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": 139, + "IoU": 0.0, + "TN": 700789, + "TP": 0, + "n_pred": 139, + "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": 3950, + "IoU": 0.0, + "TN": 696978, + "TP": 0, + "n_pred": 3950, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 422, + "IoU": 0.0, + "TN": 700506, + "TP": 0, + "n_pred": 422, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.527835252306419, + "FN": 11849, + "FP": 7548, + "IoU": 0.3585436026323622, + "TN": 845921, + "TP": 10842, + "n_pred": 18390, + "n_ref": 22691 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.04938271604938271, + "FN": 154, + "FP": 0, + "IoU": 0.02531645569620253, + "TN": 876002, + "TP": 4, + "n_pred": 4, + "n_ref": 158 + }, + "13": { + "Dice": 0.7670682730923695, + "FN": 3708, + "FP": 3600, + "IoU": 0.6221498371335505, + "TN": 856819, + "TP": 12033, + "n_pred": 15633, + "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": 0.9676881743603005, + "FN": 494, + "FP": 1755, + "IoU": 0.9373990981461894, + "TN": 840234, + "TP": 33677, + "n_pred": 35432, + "n_ref": 34171 + }, + "3": { + "Dice": 0.9310344827586207, + "FN": 33, + "FP": 11, + "IoU": 0.8709677419354839, + "TN": 875819, + "TP": 297, + "n_pred": 308, + "n_ref": 330 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 876103, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 270, + "FP": 0, + "IoU": 0.0, + "TN": 875890, + "TP": 0, + "n_pred": 0, + "n_ref": 270 + }, + "6": { + "Dice": 0.8730525613957106, + "FN": 3802, + "FP": 19046, + "IoU": 0.7747056619401661, + "TN": 774746, + "TP": 78566, + "n_pred": 97612, + "n_ref": 82368 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3859, + "IoU": 0.0, + "TN": 872301, + "TP": 0, + "n_pred": 3859, + "n_ref": 0 + }, + "8": { + "Dice": 0.9429800043001505, + "FN": 2535, + "FP": 117, + "IoU": 0.8921117936617713, + "TN": 851579, + "TP": 21929, + "n_pred": 22046, + "n_ref": 24464 + }, + "9": { + "Dice": 0.5899328859060403, + "FN": 1023, + "FP": 1421, + "IoU": 0.4183722037125179, + "TN": 871958, + "TP": 1758, + "n_pred": 3179, + "n_ref": 2781 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.7613734475659162, + "FN": 2525, + "FP": 1068, + "IoU": 0.6146916890080429, + "TN": 1042067, + "TP": 5732, + "n_pred": 6800, + "n_ref": 8257 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.2639358108108108, + "FN": 2652, + "FP": 834, + "IoU": 0.15203113597664802, + "TN": 1047281, + "TP": 625, + "n_pred": 1459, + "n_ref": 3277 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.28509494284053477, + "FN": 55133, + "FP": 3901, + "IoU": 0.16624532165807498, + "TN": 980587, + "TP": 11771, + "n_pred": 15672, + "n_ref": 66904 + }, + "15": { + "Dice": 0.5355633486197284, + "FN": 6809, + "FP": 8686, + "IoU": 0.3657128822301363, + "TN": 1026963, + "TP": 8934, + "n_pred": 17620, + "n_ref": 15743 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.6077083589051184, + "FN": 6086, + "FP": 306, + "IoU": 0.4364806488583267, + "TN": 1040049, + "TP": 4951, + "n_pred": 5257, + "n_ref": 11037 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5092310346810835, + "FN": 8328, + "FP": 205, + "IoU": 0.3415895061728395, + "TN": 1038432, + "TP": 4427, + "n_pred": 4632, + "n_ref": 12755 + }, + "6": { + "Dice": 0.7678495083368961, + "FN": 4886, + "FP": 2716, + "IoU": 0.6231783483691881, + "TN": 1031218, + "TP": 12572, + "n_pred": 15288, + "n_ref": 17458 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 840, + "IoU": 0.0, + "TN": 1050552, + "TP": 0, + "n_pred": 840, + "n_ref": 0 + }, + "8": { + "Dice": 0.9387817476084233, + "FN": 1256, + "FP": 747, + "IoU": 0.8846264616093543, + "TN": 1034031, + "TP": 15358, + "n_pred": 16105, + "n_ref": 16614 + }, + "9": { + "Dice": 0.657751299277475, + "FN": 3767, + "FP": 1633, + "IoU": 0.49003683067334025, + "TN": 1040803, + "TP": 5189, + "n_pred": 6822, + "n_ref": 8956 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0192.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": 0.9666441441441441, + "FN": 1271, + "FP": 1691, + "IoU": 0.9354416861010004, + "TN": 1005511, + "TP": 42919, + "n_pred": 44610, + "n_ref": 44190 + }, + "15": { + "Dice": 0.9156148813850525, + "FN": 2069, + "FP": 1762, + "IoU": 0.8443631931748934, + "TN": 1026777, + "TP": 20784, + "n_pred": 22546, + "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": 0.9758358568691675, + "FN": 287, + "FP": 104, + "IoU": 0.9528119720009655, + "TN": 1043106, + "TP": 7895, + "n_pred": 7999, + "n_ref": 8182 + }, + "9": { + "Dice": 0.9719851390701878, + "FN": 380, + "FP": 178, + "IoU": 0.9454971674155108, + "TN": 1041154, + "TP": 9680, + "n_pred": 9858, + "n_ref": 10060 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9478838285599303, + "FN": 378, + "FP": 1176, + "IoU": 0.9009307662884101, + "TN": 860474, + "TP": 14132, + "n_pred": 15308, + "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": 0.8192771084337349, + "FN": 45, + "FP": 1455, + "IoU": 0.6938775510204082, + "TN": 871260, + "TP": 3400, + "n_pred": 4855, + "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": 0.9642613507162889, + "FN": 1517, + "FP": 2255, + "IoU": 0.9309890592410992, + "TN": 821502, + "TP": 50886, + "n_pred": 53141, + "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": 1725, + "IoU": 0.0, + "TN": 874435, + "TP": 0, + "n_pred": 1725, + "n_ref": 0 + }, + "5": { + "Dice": 0.8297872340425532, + "FN": 293, + "FP": 1643, + "IoU": 0.7090909090909091, + "TN": 869505, + "TP": 4719, + "n_pred": 6362, + "n_ref": 5012 + }, + "6": { + "Dice": 0.9554786099813369, + "FN": 6098, + "FP": 4947, + "IoU": 0.9147525547219907, + "TN": 746596, + "TP": 118519, + "n_pred": 123466, + "n_ref": 124617 + }, + "7": { + "Dice": 0.9461594922499028, + "FN": 3631, + "FP": 1357, + "IoU": 0.8978203867584399, + "TN": 827344, + "TP": 43828, + "n_pred": 45185, + "n_ref": 47459 + }, + "8": { + "Dice": 0.9293591654247392, + "FN": 264, + "FP": 210, + "IoU": 0.8680400890868597, + "TN": 872568, + "TP": 3118, + "n_pred": 3328, + "n_ref": 3382 + }, + "9": { + "Dice": 0.7284345047923323, + "FN": 84, + "FP": 1, + "IoU": 0.5728643216080402, + "TN": 875961, + "TP": 114, + "n_pred": 115, + "n_ref": 198 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8007, + "IoU": 0.0, + "TN": 692921, + "TP": 0, + "n_pred": 8007, + "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": 62, + "IoU": 0.0, + "TN": 700866, + "TP": 0, + "n_pred": 62, + "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": 0.9666559763647142, + "FN": 1300, + "FP": 2131, + "IoU": 0.9354638477164999, + "TN": 647764, + "TP": 49733, + "n_pred": 51864, + "n_ref": 51033 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 635, + "IoU": 0.0, + "TN": 700293, + "TP": 0, + "n_pred": 635, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7223940820443847, + "FN": 3060, + "FP": 1068, + "IoU": 0.5654279397831351, + "TN": 691429, + "TP": 5371, + "n_pred": 6439, + "n_ref": 8431 + }, + "6": { + "Dice": 0.9575196985268928, + "FN": 85, + "FP": 163, + "IoU": 0.918501478803812, + "TN": 697885, + "TP": 2795, + "n_pred": 2958, + "n_ref": 2880 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4805, + "IoU": 0.0, + "TN": 696123, + "TP": 0, + "n_pred": 4805, + "n_ref": 0 + }, + "8": { + "Dice": 0.9533826107208964, + "FN": 3592, + "FP": 211, + "IoU": 0.9109179920826403, + "TN": 658237, + "TP": 38888, + "n_pred": 39099, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.0, + "FN": 0, + "FP": 252, + "IoU": 0.0, + "TN": 875908, + "TP": 0, + "n_pred": 252, + "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": 0.8153460726040183, + "FN": 2832, + "FP": 927, + "IoU": 0.6882567589981755, + "TN": 864102, + "TP": 8299, + "n_pred": 9226, + "n_ref": 11131 + }, + "6": { + "Dice": 0.4036497936128612, + "FN": 388, + "FP": 2357, + "IoU": 0.2528579205225912, + "TN": 872486, + "TP": 929, + "n_pred": 3286, + "n_ref": 1317 + }, + "7": { + "Dice": 0.6265684126667994, + "FN": 269, + "FP": 1606, + "IoU": 0.45620649651972156, + "TN": 872712, + "TP": 1573, + "n_pred": 3179, + "n_ref": 1842 + }, + "8": { + "Dice": 0.9328825961029761, + "FN": 6880, + "FP": 605, + "IoU": 0.8742080231248844, + "TN": 816657, + "TP": 52018, + "n_pred": 52623, + "n_ref": 58898 + }, + "9": { + "Dice": 0.7941533370104799, + "FN": 1257, + "FP": 6207, + "IoU": 0.6585856737718415, + "TN": 854298, + "TP": 14398, + "n_pred": 20605, + "n_ref": 15655 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9769912929149281, + "FN": 1690, + "FP": 25, + "IoU": 0.9550175733095525, + "TN": 838034, + "TP": 36411, + "n_pred": 36436, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9509972806361795, + "FN": 412, + "FP": 4111, + "IoU": 0.9065727505577129, + "TN": 652516, + "TP": 43889, + "n_pred": 48000, + "n_ref": 44301 + }, + "10": { + "Dice": 0.9205048424558482, + "FN": 2331, + "FP": 1297, + "IoU": 0.8527178987537044, + "TN": 676295, + "TP": 21005, + "n_pred": 22302, + "n_ref": 23336 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.76597533632287, + "FN": 1257, + "FP": 413, + "IoU": 0.6207131501249148, + "TN": 696525, + "TP": 2733, + "n_pred": 3146, + "n_ref": 3990 + }, + "13": { + "Dice": 0.8487360132615002, + "FN": 246, + "FP": 119, + "IoU": 0.7372210223182145, + "TN": 699539, + "TP": 1024, + "n_pred": 1143, + "n_ref": 1270 + }, + "14": { + "Dice": 0.7726889444097439, + "FN": 1959, + "FP": 27155, + "IoU": 0.629578737101925, + "TN": 622331, + "TP": 49483, + "n_pred": 76638, + "n_ref": 51442 + }, + "15": { + "Dice": 0.8770178715811191, + "FN": 1190, + "FP": 3221, + "IoU": 0.7809722429117633, + "TN": 680789, + "TP": 15728, + "n_pred": 18949, + "n_ref": 16918 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.956797146459211, + "FN": 1896, + "FP": 914, + "IoU": 0.9171726699286683, + "TN": 667002, + "TP": 31116, + "n_pred": 32030, + "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": 0.7833333333333333, + "FN": 7, + "FP": 19, + "IoU": 0.6438356164383562, + "TN": 700855, + "TP": 47, + "n_pred": 66, + "n_ref": 54 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3226, + "IoU": 0.0, + "TN": 697702, + "TP": 0, + "n_pred": 3226, + "n_ref": 0 + }, + "8": { + "Dice": 0.9547480674829317, + "FN": 1261, + "FP": 343, + "IoU": 0.9134143049932524, + "TN": 682403, + "TP": 16921, + "n_pred": 17264, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0264.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": 0.8020565552699229, + "FN": 612, + "FP": 851, + "IoU": 0.6695278969957081, + "TN": 696501, + "TP": 2964, + "n_pred": 3815, + "n_ref": 3576 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6995364517488412, + "FN": 2040, + "FP": 99, + "IoU": 0.5379131561892417, + "TN": 696299, + "TP": 2490, + "n_pred": 2589, + "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": 0.9752007136485281, + "FN": 255, + "FP": 301, + "IoU": 0.9516016713091922, + "TN": 689440, + "TP": 10932, + "n_pred": 11233, + "n_ref": 11187 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6941838649155723, + "FN": 161, + "FP": 2, + "IoU": 0.5316091954022989, + "TN": 700580, + "TP": 185, + "n_pred": 187, + "n_ref": 346 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9618775089508517, + "FN": 3002, + "FP": 2620, + "IoU": 0.9265549270382902, + "TN": 624381, + "TP": 70925, + "n_pred": 73545, + "n_ref": 73927 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 14217, + "IoU": 0.0, + "TN": 686711, + "TP": 0, + "n_pred": 14217, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9074565281461833, + "FN": 1436, + "FP": 1704, + "IoU": 0.8305907742109523, + "TN": 682393, + "TP": 15395, + "n_pred": 17099, + "n_ref": 16831 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0348.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": 0.8875912408759125, + "FN": 161, + "FP": 70, + "IoU": 0.7979002624671916, + "TN": 875017, + "TP": 912, + "n_pred": 982, + "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": 0.8610478359908884, + "FN": 47, + "FP": 14, + "IoU": 0.756, + "TN": 875910, + "TP": 189, + "n_pred": 203, + "n_ref": 236 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9008402448120687, + "FN": 648, + "FP": 39500, + "IoU": 0.8195717142664539, + "TN": 653645, + "TP": 182367, + "n_pred": 221867, + "n_ref": 183015 + }, + "7": { + "Dice": 0.9301814183617372, + "FN": 6650, + "FP": 1224, + "IoU": 0.869475847893114, + "TN": 815834, + "TP": 52452, + "n_pred": 53676, + "n_ref": 59102 + }, + "8": { + "Dice": 0.9675906933130165, + "FN": 555, + "FP": 551, + "IoU": 0.9372161671207992, + "TN": 858544, + "TP": 16510, + "n_pred": 17061, + "n_ref": 17065 + }, + "9": { + "Dice": 0.9643472599854479, + "FN": 161, + "FP": 770, + "IoU": 0.9311492382783612, + "TN": 862638, + "TP": 12591, + "n_pred": 13361, + "n_ref": 12752 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 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": 0.8958584156031785, + "FN": 386, + "FP": 1344, + "IoU": 0.8113619016464944, + "TN": 866989, + "TP": 7441, + "n_pred": 8785, + "n_ref": 7827 + }, + "6": { + "Dice": 0.9225451761813078, + "FN": 802, + "FP": 5876, + "IoU": 0.8562263176024802, + "TN": 829712, + "TP": 39770, + "n_pred": 45646, + "n_ref": 40572 + }, + "7": { + "Dice": 0.9231046065259118, + "FN": 2314, + "FP": 250, + "IoU": 0.8571905981953882, + "TN": 858206, + "TP": 15390, + "n_pred": 15640, + "n_ref": 17704 + }, + "8": { + "Dice": 0.9703023436102332, + "FN": 152, + "FP": 844, + "IoU": 0.9423177158742109, + "TN": 858893, + "TP": 16271, + "n_pred": 17115, + "n_ref": 16423 + }, + "9": { + "Dice": 0.7612106375876265, + "FN": 4148, + "FP": 144, + "IoU": 0.6144794754333962, + "TN": 865027, + "TP": 6841, + "n_pred": 6985, + "n_ref": 10989 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.05057172744652454, + "FN": 9828, + "FP": 16493, + "IoU": 0.025941825179483385, + "TN": 849138, + "TP": 701, + "n_pred": 17194, + "n_ref": 10529 + }, + "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": 1, + "IoU": 0.0, + "TN": 876159, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.009015161863133453, + "FN": 1439, + "FP": 5816, + "IoU": 0.004527991218441273, + "TN": 868872, + "TP": 33, + "n_pred": 5849, + "n_ref": 1472 + }, + "14": { + "Dice": 0.8761173081184901, + "FN": 776, + "FP": 901, + "IoU": 0.7795451557775733, + "TN": 868553, + "TP": 5930, + "n_pred": 6831, + "n_ref": 6706 + }, + "15": { + "Dice": 0.8455693099644565, + "FN": 4445, + "FP": 3115, + "IoU": 0.7324556747000743, + "TN": 847903, + "TP": 20697, + "n_pred": 23812, + "n_ref": 25142 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.943986543313709, + "FN": 27, + "FP": 306, + "IoU": 0.893915259636827, + "TN": 873021, + "TP": 2806, + "n_pred": 3112, + "n_ref": 2833 + }, + "4": { + "Dice": 0.01707865168539326, + "FN": 1530, + "FP": 2844, + "IoU": 0.008612873980054397, + "TN": 871748, + "TP": 38, + "n_pred": 2882, + "n_ref": 1568 + }, + "5": { + "Dice": 0.6875494592455816, + "FN": 4031, + "FP": 707, + "IoU": 0.5238669480454226, + "TN": 866209, + "TP": 5213, + "n_pred": 5920, + "n_ref": 9244 + }, + "6": { + "Dice": 0.9427133269415149, + "FN": 4081, + "FP": 2611, + "IoU": 0.8916345499886646, + "TN": 814406, + "TP": 55062, + "n_pred": 57673, + "n_ref": 59143 + }, + "7": { + "Dice": 0.12590685700912707, + "FN": 658, + "FP": 10547, + "IoU": 0.06718281718281718, + "TN": 864148, + "TP": 807, + "n_pred": 11354, + "n_ref": 1465 + }, + "8": { + "Dice": 0.8386048155065368, + "FN": 15567, + "FP": 420, + "IoU": 0.7220667234575199, + "TN": 818639, + "TP": 41534, + "n_pred": 41954, + "n_ref": 57101 + }, + "9": { + "Dice": 0.7517985611510791, + "FN": 1670, + "FP": 1366, + "IoU": 0.6023054755043228, + "TN": 868526, + "TP": 4598, + "n_pred": 5964, + "n_ref": 6268 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.7525200118588793, + "FN": 3227, + "FP": 3451, + "IoU": 0.6032321311865011, + "TN": 1034561, + "TP": 10153, + "n_pred": 13604, + "n_ref": 13380 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6348856434279416, + "FN": 576, + "FP": 749, + "IoU": 0.46507872426322167, + "TN": 1048915, + "TP": 1152, + "n_pred": 1901, + "n_ref": 1728 + }, + "13": { + "Dice": 0.825005354793305, + "FN": 2657, + "FP": 3062, + "IoU": 0.7021354166666667, + "TN": 1032192, + "TP": 13481, + "n_pred": 16543, + "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": 0.0, + "FN": 0, + "FP": 297, + "IoU": 0.0, + "TN": 1051095, + "TP": 0, + "n_pred": 297, + "n_ref": 0 + }, + "3": { + "Dice": 0.8440739071653898, + "FN": 659, + "FP": 33, + "IoU": 0.7302144249512671, + "TN": 1048827, + "TP": 1873, + "n_pred": 1906, + "n_ref": 2532 + }, + "4": { + "Dice": 0.6202047990218554, + "FN": 679, + "FP": 1806, + "IoU": 0.449490474080638, + "TN": 1046878, + "TP": 2029, + "n_pred": 3835, + "n_ref": 2708 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8559403195725591, + "FN": 2401, + "FP": 26179, + "IoU": 0.7481605498524034, + "TN": 937907, + "TP": 84905, + "n_pred": 111084, + "n_ref": 87306 + }, + "7": { + "Dice": 0.49885187124843894, + "FN": 24041, + "FP": 839, + "IoU": 0.3323135550009393, + "TN": 1014129, + "TP": 12383, + "n_pred": 13222, + "n_ref": 36424 + }, + "8": { + "Dice": 0.9384066056683776, + "FN": 181, + "FP": 923, + "IoU": 0.8839604792936725, + "TN": 1041878, + "TP": 8410, + "n_pred": 9333, + "n_ref": 8591 + }, + "9": { + "Dice": 0.6045479755962285, + "FN": 631, + "FP": 82, + "IoU": 0.4332273449920509, + "TN": 1050134, + "TP": 545, + "n_pred": 627, + "n_ref": 1176 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9670401510886738, + "FN": 591, + "FP": 1224, + "IoU": 0.9361836784923174, + "TN": 1198183, + "TP": 26626, + "n_pred": 27850, + "n_ref": 27217 + }, + "10": { + "Dice": 0.6786069651741293, + "FN": 280, + "FP": 43, + "IoU": 0.5135542168674698, + "TN": 1225960, + "TP": 341, + "n_pred": 384, + "n_ref": 621 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8363338788870703, + "FN": 354, + "FP": 246, + "IoU": 0.7187060478199718, + "TN": 1224491, + "TP": 1533, + "n_pred": 1779, + "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": 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": 0.9714274461926236, + "FN": 1700, + "FP": 1202, + "IoU": 0.9444423172646169, + "TN": 1174390, + "TP": 49332, + "n_pred": 50534, + "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": 0.9554905282612044, + "FN": 73, + "FP": 505, + "IoU": 0.9147744028310233, + "TN": 1219842, + "TP": 6204, + "n_pred": 6709, + "n_ref": 6277 + }, + "7": { + "Dice": 0.8680445151033387, + "FN": 81, + "FP": 2, + "IoU": 0.7668539325842697, + "TN": 1226268, + "TP": 273, + "n_pred": 275, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 1051389, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "10": { + "Dice": 0.8725222519521652, + "FN": 5387, + "FP": 3951, + "IoU": 0.77387092868386, + "TN": 1010097, + "TP": 31957, + "n_pred": 35908, + "n_ref": 37344 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7327217125382263, + "FN": 217, + "FP": 220, + "IoU": 0.5781853281853282, + "TN": 1050356, + "TP": 599, + "n_pred": 819, + "n_ref": 816 + }, + "13": { + "Dice": 0.7494795281054824, + "FN": 3561, + "FP": 1493, + "IoU": 0.5993340732519423, + "TN": 1038778, + "TP": 7560, + "n_pred": 9053, + "n_ref": 11121 + }, + "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": 2958, + "IoU": 0.0, + "TN": 1048434, + "TP": 0, + "n_pred": 2958, + "n_ref": 0 + }, + "2": { + "Dice": 0.9106921831857564, + "FN": 1722, + "FP": 154, + "IoU": 0.8360283192028669, + "TN": 1039951, + "TP": 9565, + "n_pred": 9719, + "n_ref": 11287 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 1051370, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "4": { + "Dice": 0.8949957007738607, + "FN": 1125, + "FP": 1928, + "IoU": 0.8099477091633466, + "TN": 1035328, + "TP": 13011, + "n_pred": 14939, + "n_ref": 14136 + }, + "5": { + "Dice": 0.22556390977443608, + "FN": 205, + "FP": 1, + "IoU": 0.1271186440677966, + "TN": 1051156, + "TP": 30, + "n_pred": 31, + "n_ref": 235 + }, + "6": { + "Dice": 0.9626474294211799, + "FN": 5001, + "FP": 8161, + "IoU": 0.927984811262427, + "TN": 868625, + "TP": 169605, + "n_pred": 177766, + "n_ref": 174606 + }, + "7": { + "Dice": 0.9557650839287979, + "FN": 3816, + "FP": 1415, + "IoU": 0.9152778452618111, + "TN": 989649, + "TP": 56512, + "n_pred": 57927, + "n_ref": 60328 + }, + "8": { + "Dice": 0.8981994459833795, + "FN": 286, + "FP": 8, + "IoU": 0.8152105593966059, + "TN": 1049801, + "TP": 1297, + "n_pred": 1305, + "n_ref": 1583 + }, + "9": { + "Dice": 0.0, + "FN": 24, + "FP": 6, + "IoU": 0.0, + "TN": 1051362, + "TP": 0, + "n_pred": 6, + "n_ref": 24 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.6364633438345015, + "FN": 1776.6577777777777, + "FP": 1528.9888888888888, + "IoU": 0.5556609315991853, + "TN": 931675.6777777779, + "TP": 11271.475555555557, + "n_pred": 12800.464444444446, + "n_ref": 13048.133333333333 + }, + "mean": { + "1": { + "Dice": 0.6703265116754473, + "FN": 992.7333333333333, + "FP": 990.1, + "IoU": 0.6224278471695335, + "TN": 936509.6666666666, + "TP": 7760.3, + "n_pred": 8750.4, + "n_ref": 8753.033333333333 + }, + "10": { + "Dice": 0.6819748719497528, + "FN": 2356.3, + "FP": 2031.1, + "IoU": 0.5497060895232726, + "TN": 935499.8, + "TP": 6365.6, + "n_pred": 8396.7, + "n_ref": 8721.9 + }, + "11": { + "Dice": 0.44491656711993777, + "FN": 468.6, + "FP": 116.4, + "IoU": 0.3347953576901862, + "TN": 945207.0666666667, + "TP": 460.73333333333335, + "n_pred": 577.1333333333333, + "n_ref": 929.3333333333334 + }, + "12": { + "Dice": 0.3262694424409444, + "FN": 296.76666666666665, + "FP": 291.8, + "IoU": 0.25300090699505484, + "TN": 945157.1, + "TP": 507.1333333333333, + "n_pred": 798.9333333333333, + "n_ref": 803.9 + }, + "13": { + "Dice": 0.5501880508195495, + "FN": 4466.2, + "FP": 2056.266666666667, + "IoU": 0.4377353569057389, + "TN": 933727.2666666667, + "TP": 6003.066666666667, + "n_pred": 8059.333333333333, + "n_ref": 10469.266666666666 + }, + "14": { + "Dice": 0.8009405776401117, + "FN": 1411.6666666666667, + "FP": 1875.3, + "IoU": 0.7197711935103562, + "TN": 930425.4333333333, + "TP": 12540.4, + "n_pred": 14415.7, + "n_ref": 13952.066666666668 + }, + "15": { + "Dice": 0.591278170034957, + "FN": 2355.0333333333333, + "FP": 997.5333333333333, + "IoU": 0.4952715749075563, + "TN": 937849.6, + "TP": 5050.633333333333, + "n_pred": 6048.166666666667, + "n_ref": 7405.666666666667 + }, + "2": { + "Dice": 0.6724719086992021, + "FN": 1791.2333333333333, + "FP": 928.8, + "IoU": 0.6122532725074941, + "TN": 931845.5666666667, + "TP": 11687.2, + "n_pred": 12616.0, + "n_ref": 13478.433333333332 + }, + "3": { + "Dice": 0.6744095168891356, + "FN": 808.7333333333333, + "FP": 1815.3, + "IoU": 0.6095444981118371, + "TN": 933395.4333333333, + "TP": 10233.333333333334, + "n_pred": 12048.633333333333, + "n_ref": 11042.066666666668 + }, + "4": { + "Dice": 0.4763459971338609, + "FN": 497.8333333333333, + "FP": 587.7, + "IoU": 0.4212559533410243, + "TN": 941965.8666666667, + "TP": 3201.4, + "n_pred": 3789.1, + "n_ref": 3699.233333333333 + }, + "5": { + "Dice": 0.5027700840158374, + "FN": 197.6, + "FP": 278.93333333333334, + "IoU": 0.4066751379711215, + "TN": 945108.6333333333, + "TP": 667.6333333333333, + "n_pred": 946.5666666666667, + "n_ref": 865.2333333333333 + }, + "6": { + "Dice": 0.753977633012949, + "FN": 3267.866666666667, + "FP": 6361.733333333334, + "IoU": 0.7086668943114309, + "TN": 865886.3, + "TP": 70736.9, + "n_pred": 77098.63333333333, + "n_ref": 74004.76666666666 + }, + "7": { + "Dice": 0.6154902986513264, + "FN": 6240.766666666666, + "FP": 2852.9, + "IoU": 0.5320863534854348, + "TN": 921472.4333333333, + "TP": 15686.7, + "n_pred": 18539.6, + "n_ref": 21927.466666666667 + }, + "8": { + "Dice": 0.9176203277727475, + "FN": 637.7, + "FP": 574.0, + "IoU": 0.8563396954918332, + "TN": 935723.5666666667, + "TP": 9317.533333333333, + "n_pred": 9891.533333333333, + "n_ref": 9955.233333333334 + }, + "9": { + "Dice": 0.8679701996617637, + "FN": 860.8333333333334, + "FP": 1176.9666666666667, + "IoU": 0.7753838420659049, + "TN": 935361.4333333333, + "TP": 8853.566666666668, + "n_pred": 10030.533333333333, + "n_ref": 9714.4 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9603921049145582, + "FN": 466, + "FP": 132, + "IoU": 0.9238022426095821, + "TN": 693080, + "TP": 7250, + "n_pred": 7382, + "n_ref": 7716 + }, + "10": { + "Dice": 0.8899809447397453, + "FN": 1356, + "FP": 838, + "IoU": 0.8017708709794, + "TN": 689860, + "TP": 8874, + "n_pred": 9712, + "n_ref": 10230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7505229649840837, + "FN": 1260, + "FP": 1483, + "IoU": 0.6006696753530354, + "TN": 694059, + "TP": 4126, + "n_pred": 5609, + "n_ref": 5386 + }, + "13": { + "Dice": 0.704225352112676, + "FN": 122, + "FP": 88, + "IoU": 0.5434782608695652, + "TN": 700468, + "TP": 250, + "n_pred": 338, + "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": 0.9627388535031847, + "FN": 547, + "FP": 1091, + "IoU": 0.9281547436291065, + "TN": 678129, + "TP": 21161, + "n_pred": 22252, + "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": 0.9277515192437542, + "FN": 81, + "FP": 26, + "IoU": 0.8652392947103275, + "TN": 700134, + "TP": 687, + "n_pred": 713, + "n_ref": 768 + }, + "7": { + "Dice": 0.7948511665325825, + "FN": 171, + "FP": 849, + "IoU": 0.6595460614152203, + "TN": 697932, + "TP": 1976, + "n_pred": 2825, + "n_ref": 2147 + }, + "8": { + "Dice": 0.912549454027536, + "FN": 2473, + "FP": 290, + "IoU": 0.8391640956982362, + "TN": 683749, + "TP": 14416, + "n_pred": 14706, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9198206278026906, + "FN": 129, + "FP": 318, + "IoU": 0.8515443374294255, + "TN": 873149, + "TP": 2564, + "n_pred": 2882, + "n_ref": 2693 + }, + "10": { + "Dice": 0.7218294772922023, + "FN": 3088, + "FP": 7300, + "IoU": 0.5647364451520992, + "TN": 852294, + "TP": 13478, + "n_pred": 20778, + "n_ref": 16566 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.681155900922778, + "FN": 1530, + "FP": 1096, + "IoU": 0.5164794697109188, + "TN": 870729, + "TP": 2805, + "n_pred": 3901, + "n_ref": 4335 + }, + "13": { + "Dice": 0.40155817895268964, + "FN": 16837, + "FP": 3288, + "IoU": 0.2512185139710533, + "TN": 849283, + "TP": 6752, + "n_pred": 10040, + "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": 0.962864054792799, + "FN": 1573, + "FP": 791, + "IoU": 0.9283875071945715, + "TN": 843149, + "TP": 30647, + "n_pred": 31438, + "n_ref": 32220 + }, + "4": { + "Dice": 0.8026959914863426, + "FN": 2205, + "FP": 576, + "IoU": 0.6704195306944774, + "TN": 867722, + "TP": 5657, + "n_pred": 6233, + "n_ref": 7862 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9561727703736888, + "FN": 1033, + "FP": 6011, + "IoU": 0.9160258932083974, + "TN": 792277, + "TP": 76839, + "n_pred": 82850, + "n_ref": 77872 + }, + "7": { + "Dice": 0.8943852598855063, + "FN": 6408, + "FP": 7521, + "IoU": 0.8089483863003553, + "TN": 803253, + "TP": 58978, + "n_pred": 66499, + "n_ref": 65386 + }, + "8": { + "Dice": 0.6455026455026455, + "FN": 45, + "FP": 156, + "IoU": 0.4765625, + "TN": 875776, + "TP": 183, + "n_pred": 339, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0, + "FP": 61, + "IoU": 0.0, + "TN": 700867, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + }, + "14": { + "Dice": 0.9211008443523977, + "FN": 11117, + "FP": 769, + "IoU": 0.853741371036214, + "TN": 619661, + "TP": 69381, + "n_pred": 70150, + "n_ref": 80498 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9251973141712805, + "FN": 223, + "FP": 412, + "IoU": 0.860806663743972, + "TN": 696366, + "TP": 3927, + "n_pred": 4339, + "n_ref": 4150 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9111004784688995, + "FN": 479, + "FP": 1379, + "IoU": 0.8367167589419106, + "TN": 689549, + "TP": 9521, + "n_pred": 10900, + "n_ref": 10000 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9907148652303255, + "FN": 1701, + "FP": 1080, + "IoU": 0.981600571632726, + "TN": 549782, + "TP": 148365, + "n_pred": 149445, + "n_ref": 150066 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 319, + "IoU": 0.0, + "TN": 700609, + "TP": 0, + "n_pred": 319, + "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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9079448704078272, + "FN": 4525, + "FP": 1346, + "IoU": 0.8314093728463129, + "TN": 1191800, + "TP": 28953, + "n_pred": 30299, + "n_ref": 33478 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 807, + "IoU": 0.0, + "TN": 1225817, + "TP": 0, + "n_pred": 807, + "n_ref": 0 + }, + "12": { + "Dice": 0.32586850416307783, + "FN": 3366, + "FP": 1330, + "IoU": 0.19464928828674327, + "TN": 1220793, + "TP": 1135, + "n_pred": 2465, + "n_ref": 4501 + }, + "13": { + "Dice": 0.5165973411630372, + "FN": 11808, + "FP": 46, + "IoU": 0.34825159445788434, + "TN": 1208436, + "TP": 6334, + "n_pred": 6380, + "n_ref": 18142 + }, + "14": { + "Dice": 0.8651984892739956, + "FN": 6451, + "FP": 11502, + "IoU": 0.7624227506715895, + "TN": 1151057, + "TP": 57614, + "n_pred": 69116, + "n_ref": 64065 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 231, + "IoU": 0.0, + "TN": 1226393, + "TP": 0, + "n_pred": 231, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4633, + "IoU": 0.0, + "TN": 1221991, + "TP": 0, + "n_pred": 4633, + "n_ref": 0 + }, + "3": { + "Dice": 0.8215660427102557, + "FN": 6534, + "FP": 234, + "IoU": 0.6971676585082106, + "TN": 1204275, + "TP": 15581, + "n_pred": 15815, + "n_ref": 22115 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6652339102736309, + "FN": 3114, + "FP": 5609, + "IoU": 0.4983898792409431, + "TN": 1209234, + "TP": 8667, + "n_pred": 14276, + "n_ref": 11781 + }, + "6": { + "Dice": 0.9487978722655728, + "FN": 2513, + "FP": 4764, + "IoU": 0.9025836680053547, + "TN": 1151924, + "TP": 67423, + "n_pred": 72187, + "n_ref": 69936 + }, + "7": { + "Dice": 0.7759626085021144, + "FN": 4468, + "FP": 565, + "IoU": 0.6339370136009892, + "TN": 1212875, + "TP": 8716, + "n_pred": 9281, + "n_ref": 13184 + }, + "8": { + "Dice": 0.9455247622450195, + "FN": 1765, + "FP": 4639, + "IoU": 0.8966780142301674, + "TN": 1164643, + "TP": 55577, + "n_pred": 60216, + "n_ref": 57342 + }, + "9": { + "Dice": 0.8535791757049892, + "FN": 1157, + "FP": 7483, + "IoU": 0.7445600756859035, + "TN": 1192800, + "TP": 25184, + "n_pred": 32667, + "n_ref": 26341 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9514385751255899, + "FN": 579, + "FP": 697, + "IoU": 0.9073751451800233, + "TN": 687152, + "TP": 12500, + "n_pred": 13197, + "n_ref": 13079 + }, + "10": { + "Dice": 0.8444926206954056, + "FN": 853, + "FP": 1012, + "IoU": 0.7308413912541493, + "TN": 693999, + "TP": 5064, + "n_pred": 6076, + "n_ref": 5917 + }, + "11": { + "Dice": 0.5217878660501611, + "FN": 3035, + "FP": 378, + "IoU": 0.35298578199052133, + "TN": 695653, + "TP": 1862, + "n_pred": 2240, + "n_ref": 4897 + }, + "12": { + "Dice": 0.7679558011049724, + "FN": 911, + "FP": 1273, + "IoU": 0.6233183856502242, + "TN": 695130, + "TP": 3614, + "n_pred": 4887, + "n_ref": 4525 + }, + "13": { + "Dice": 0.9204236573249601, + "FN": 767, + "FP": 82, + "IoU": 0.8525785726688662, + "TN": 695169, + "TP": 4910, + "n_pred": 4992, + "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": 0.7269392033542977, + "FN": 8216, + "FP": 120, + "IoU": 0.5710168793742281, + "TN": 681496, + "TP": 11096, + "n_pred": 11216, + "n_ref": 19312 + }, + "3": { + "Dice": 0.8006845767559169, + "FN": 466, + "FP": 8385, + "IoU": 0.6676180104397461, + "TN": 674299, + "TP": 17778, + "n_pred": 26163, + "n_ref": 18244 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7164422684618523, + "FN": 151, + "FP": 544, + "IoU": 0.5581691036236491, + "TN": 699355, + "TP": 878, + "n_pred": 1422, + "n_ref": 1029 + }, + "6": { + "Dice": 0.9453752316244596, + "FN": 2048, + "FP": 782, + "IoU": 0.8964090925729346, + "TN": 673609, + "TP": 24489, + "n_pred": 25271, + "n_ref": 26537 + }, + "7": { + "Dice": 0.9263655876297692, + "FN": 1690, + "FP": 1672, + "IoU": 0.8628314973480212, + "TN": 676418, + "TP": 21148, + "n_pred": 22820, + "n_ref": 22838 + }, + "8": { + "Dice": 0.9517024426350851, + "FN": 630, + "FP": 414, + "IoU": 0.9078552515445719, + "TN": 689598, + "TP": 10286, + "n_pred": 10700, + "n_ref": 10916 + }, + "9": { + "Dice": 0.953387105664468, + "FN": 1026, + "FP": 1511, + "IoU": 0.910926199002879, + "TN": 672446, + "TP": 25945, + "n_pred": 27456, + "n_ref": 26971 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.797191023681354, + "FN": 2773, + "FP": 6382, + "IoU": 0.6627744216885222, + "TN": 849012, + "TP": 17993, + "n_pred": 24375, + "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": 0.5585356846089927, + "FN": 7518, + "FP": 11608, + "IoU": 0.38747798238590875, + "TN": 844935, + "TP": 12099, + "n_pred": 23707, + "n_ref": 19617 + }, + "14": { + "Dice": 0.8100331980818886, + "FN": 984, + "FP": 561, + "IoU": 0.6807191568505889, + "TN": 871321, + "TP": 3294, + "n_pred": 3855, + "n_ref": 4278 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.636734693877551, + "FN": 355, + "FP": 1, + "IoU": 0.46706586826347307, + "TN": 875492, + "TP": 312, + "n_pred": 313, + "n_ref": 667 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2631, + "IoU": 0.0, + "TN": 873529, + "TP": 0, + "n_pred": 2631, + "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": 0.7936056193042478, + "FN": 1344, + "FP": 5473, + "IoU": 0.6578326557245395, + "TN": 856237, + "TP": 13106, + "n_pred": 18579, + "n_ref": 14450 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8892649391856161, + "FN": 363, + "FP": 684, + "IoU": 0.8006094077318606, + "TN": 695677, + "TP": 4204, + "n_pred": 4888, + "n_ref": 4567 + }, + "10": { + "Dice": 0.7856525057237345, + "FN": 1099, + "FP": 3114, + "IoU": 0.6469750293279705, + "TN": 688994, + "TP": 7721, + "n_pred": 10835, + "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": 0.009077598828696925, + "FN": 20070, + "FP": 234, + "IoU": 0.004559494043241653, + "TN": 680531, + "TP": 93, + "n_pred": 327, + "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": 0.7629803057430106, + "FN": 29006, + "FP": 5414, + "IoU": 0.616789133823202, + "TN": 611108, + "TP": 55400, + "n_pred": 60814, + "n_ref": 84406 + }, + "3": { + "Dice": 0.6305582392723331, + "FN": 1766, + "FP": 29590, + "IoU": 0.46044910952421925, + "TN": 642813, + "TP": 26759, + "n_pred": 56349, + "n_ref": 28525 + }, + "4": { + "Dice": 0.8637116011878682, + "FN": 6006, + "FP": 5192, + "IoU": 0.7601165356354834, + "TN": 654247, + "TP": 35483, + "n_pred": 40675, + "n_ref": 41489 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8390205629474647, + "FN": 3677, + "FP": 20944, + "IoU": 0.7226833965961952, + "TN": 612145, + "TP": 64162, + "n_pred": 85106, + "n_ref": 67839 + }, + "7": { + "Dice": 0.03390595857465397, + "FN": 89545, + "FP": 8871, + "IoU": 0.01724533916499406, + "TN": 600785, + "TP": 1727, + "n_pred": 10598, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.6652421652421653, + "FN": 729, + "FP": 211, + "IoU": 0.4983991462113127, + "TN": 874286, + "TP": 934, + "n_pred": 1145, + "n_ref": 1663 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8154761904761905, + "FN": 175, + "FP": 73, + "IoU": 0.6884422110552764, + "TN": 875364, + "TP": 548, + "n_pred": 621, + "n_ref": 723 + }, + "13": { + "Dice": 0.6801998992755588, + "FN": 6210, + "FP": 2045, + "IoU": 0.5153810027004814, + "TN": 859126, + "TP": 8779, + "n_pred": 10824, + "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": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 876147, + "TP": 0, + "n_pred": 13, + "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": 0.836840059956698, + "FN": 1496, + "FP": 1443, + "IoU": 0.7194539900725467, + "TN": 865684, + "TP": 7537, + "n_pred": 8980, + "n_ref": 9033 + }, + "6": { + "Dice": 0.9412046175010467, + "FN": 1382, + "FP": 1567, + "IoU": 0.888939102926223, + "TN": 849607, + "TP": 23604, + "n_pred": 25171, + "n_ref": 24986 + }, + "7": { + "Dice": 0.7814842027920647, + "FN": 176, + "FP": 1311, + "IoU": 0.6413410516160154, + "TN": 872014, + "TP": 2659, + "n_pred": 3970, + "n_ref": 2835 + }, + "8": { + "Dice": 0.951530517822112, + "FN": 3245, + "FP": 1993, + "IoU": 0.9075424072864632, + "TN": 819507, + "TP": 51415, + "n_pred": 53408, + "n_ref": 54660 + }, + "9": { + "Dice": 0.8219622277726655, + "FN": 3143, + "FP": 920, + "IoU": 0.6977384317809849, + "TN": 862718, + "TP": 9379, + "n_pred": 10299, + "n_ref": 12522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1378, + "IoU": 0.0, + "TN": 699550, + "TP": 0, + "n_pred": 1378, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.21978021978021978, + "FN": 40, + "FP": 102, + "IoU": 0.12345679012345678, + "TN": 700766, + "TP": 20, + "n_pred": 122, + "n_ref": 60 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 70, + "IoU": 0.0, + "TN": 700858, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9577269896911972, + "FN": 3505, + "FP": 1994, + "IoU": 0.918883037571359, + "TN": 633137, + "TP": 62292, + "n_pred": 64286, + "n_ref": 65797 + }, + "15": { + "Dice": 0.7933368853229699, + "FN": 4217, + "FP": 8971, + "IoU": 0.6574634425079868, + "TN": 662427, + "TP": 25313, + "n_pred": 34284, + "n_ref": 29530 + }, + "2": { + "Dice": 0.9453102095126407, + "FN": 2136, + "FP": 2714, + "IoU": 0.8962921780780909, + "TN": 654162, + "TP": 41916, + "n_pred": 44630, + "n_ref": 44052 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 299, + "IoU": 0.0, + "TN": 700629, + "TP": 0, + "n_pred": 299, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 111, + "IoU": 0.0, + "TN": 700817, + "TP": 0, + "n_pred": 111, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9785698508964046, + "FN": 6997, + "FP": 1056, + "IoU": 0.9580389337001605, + "TN": 509012, + "TP": 183863, + "n_pred": 184919, + "n_ref": 190860 + }, + "7": { + "Dice": 0.8982742460164305, + "FN": 1619, + "FP": 226, + "IoU": 0.8153338004203783, + "TN": 690937, + "TP": 8146, + "n_pred": 8372, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9704016041059832, + "FN": 1361, + "FP": 2226, + "IoU": 0.9425049689042765, + "TN": 638540, + "TP": 58801, + "n_pred": 61027, + "n_ref": 60162 + }, + "10": { + "Dice": 0.4878379141035047, + "FN": 1714, + "FP": 7361, + "IoU": 0.3226095394491304, + "TN": 687531, + "TP": 4322, + "n_pred": 11683, + "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": 0.9373858163095832, + "FN": 210, + "FP": 167, + "IoU": 0.8821506720850266, + "TN": 697729, + "TP": 2822, + "n_pred": 2989, + "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": 0.677069457659372, + "FN": 426, + "FP": 1271, + "IoU": 0.511795166858458, + "TN": 697452, + "TP": 1779, + "n_pred": 3050, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 721, + "IoU": 0.0, + "TN": 1050671, + "TP": 0, + "n_pred": 721, + "n_ref": 0 + }, + "10": { + "Dice": 0.8840970350404312, + "FN": 1086, + "FP": 2354, + "IoU": 0.7922705314009661, + "TN": 1034832, + "TP": 13120, + "n_pred": 15474, + "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": 0.6765459386145577, + "FN": 8289, + "FP": 4589, + "IoU": 0.5111971456767631, + "TN": 1025046, + "TP": 13468, + "n_pred": 18057, + "n_ref": 21757 + }, + "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": 268, + "IoU": 0.0, + "TN": 1051124, + "TP": 0, + "n_pred": 268, + "n_ref": 0 + }, + "7": { + "Dice": 0.8098360655737705, + "FN": 11, + "FP": 105, + "IoU": 0.6804407713498623, + "TN": 1051029, + "TP": 247, + "n_pred": 352, + "n_ref": 258 + }, + "8": { + "Dice": 0.9606056604604076, + "FN": 243, + "FP": 652, + "IoU": 0.9241975099517236, + "TN": 1039585, + "TP": 10912, + "n_pred": 11564, + "n_ref": 11155 + }, + "9": { + "Dice": 0.8631222368949877, + "FN": 440, + "FP": 4328, + "IoU": 0.7592040806019899, + "TN": 1031591, + "TP": 15033, + "n_pred": 19361, + "n_ref": 15473 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.6982494797404823, + "FN": 819, + "FP": 1646, + "IoU": 0.5363927026518713, + "TN": 1046075, + "TP": 2852, + "n_pred": 4498, + "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": 0.7076712796856313, + "FN": 3165, + "FP": 257, + "IoU": 0.5475938656795346, + "TN": 1043828, + "TP": 4142, + "n_pred": 4399, + "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": 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": 0.9505456690590895, + "FN": 879, + "FP": 630, + "IoU": 0.9057522952969833, + "TN": 1035381, + "TP": 14502, + "n_pred": 15132, + "n_ref": 15381 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 1051382, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "6": { + "Dice": 0.9588098174017331, + "FN": 9175, + "FP": 10333, + "IoU": 0.9208786573544562, + "TN": 804834, + "TP": 227050, + "n_pred": 237383, + "n_ref": 236225 + }, + "7": { + "Dice": 0.8502914651950176, + "FN": 13116, + "FP": 1343, + "IoU": 0.739571325648415, + "TN": 995872, + "TP": 41061, + "n_pred": 42404, + "n_ref": 54177 + }, + "8": { + "Dice": 0.9302618625713723, + "FN": 342, + "FP": 3200, + "IoU": 0.8696164323050872, + "TN": 1024226, + "TP": 23624, + "n_pred": 26824, + "n_ref": 23966 + }, + "9": { + "Dice": 0.9554084100960246, + "FN": 961, + "FP": 864, + "IoU": 0.914623877245509, + "TN": 1030016, + "TP": 19551, + "n_pred": 20415, + "n_ref": 20512 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8568859044307212, + "FN": 1674, + "FP": 5487, + "IoU": 0.7496066296024336, + "TN": 1373257, + "TP": 21438, + "n_pred": 26925, + "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": 0.0, + "FN": 4209, + "FP": 121, + "IoU": 0.0, + "TN": 1397526, + "TP": 0, + "n_pred": 121, + "n_ref": 4209 + }, + "14": { + "Dice": 0.958203157983619, + "FN": 784, + "FP": 701, + "IoU": 0.9197600907764629, + "TN": 1383349, + "TP": 17022, + "n_pred": 17723, + "n_ref": 17806 + }, + "15": { + "Dice": 0.9023722956189928, + "FN": 899, + "FP": 4525, + "IoU": 0.8221114427208028, + "TN": 1371365, + "TP": 25067, + "n_pred": 29592, + "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": 0.15384615384615385, + "FN": 11, + "FP": 0, + "IoU": 0.08333333333333333, + "TN": 1401844, + "TP": 1, + "n_pred": 1, + "n_ref": 12 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9679816265874088, + "FN": 5987, + "FP": 6811, + "IoU": 0.9379499934546407, + "TN": 1195603, + "TP": 193455, + "n_pred": 200266, + "n_ref": 199442 + }, + "7": { + "Dice": 0.9570796924764049, + "FN": 1927, + "FP": 5431, + "IoU": 0.9176920667591391, + "TN": 1312460, + "TP": 82038, + "n_pred": 87469, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9635413740801079, + "FN": 213, + "FP": 436, + "IoU": 0.9296476964769648, + "TN": 866935, + "TP": 8576, + "n_pred": 9012, + "n_ref": 8789 + }, + "10": { + "Dice": 0.7858200785626892, + "FN": 2694, + "FP": 3958, + "IoU": 0.647202333598515, + "TN": 857305, + "TP": 12203, + "n_pred": 16161, + "n_ref": 14897 + }, + "11": { + "Dice": 0.7564234326824255, + "FN": 912, + "FP": 273, + "IoU": 0.6082644628099173, + "TN": 873135, + "TP": 1840, + "n_pred": 2113, + "n_ref": 2752 + }, + "12": { + "Dice": 0.0, + "FN": 88, + "FP": 14, + "IoU": 0.0, + "TN": 876058, + "TP": 0, + "n_pred": 14, + "n_ref": 88 + }, + "13": { + "Dice": 0.8748640389496037, + "FN": 1614, + "FP": 3218, + "IoU": 0.777562951710169, + "TN": 854437, + "TP": 16891, + "n_pred": 20109, + "n_ref": 18505 + }, + "14": { + "Dice": 0.9499933778593457, + "FN": 842, + "FP": 1801, + "IoU": 0.9047498918840997, + "TN": 848412, + "TP": 25105, + "n_pred": 26906, + "n_ref": 25947 + }, + "15": { + "Dice": 0.868030280972485, + "FN": 4009, + "FP": 3243, + "IoU": 0.7668317150022507, + "TN": 845058, + "TP": 23850, + "n_pred": 27093, + "n_ref": 27859 + }, + "2": { + "Dice": 0.9672969322786031, + "FN": 902, + "FP": 454, + "IoU": 0.9366651097617935, + "TN": 854750, + "TP": 20054, + "n_pred": 20508, + "n_ref": 20956 + }, + "3": { + "Dice": 0.9786213000295014, + "FN": 505, + "FP": 582, + "IoU": 0.9581375645074328, + "TN": 850194, + "TP": 24879, + "n_pred": 25461, + "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": 0.9775992164260321, + "FN": 1296, + "FP": 1174, + "IoU": 0.9561800344173009, + "TN": 819793, + "TP": 53897, + "n_pred": 55071, + "n_ref": 55193 + }, + "7": { + "Dice": 0.9682711599580973, + "FN": 1538, + "FP": 249, + "IoU": 0.9384938390583052, + "TN": 847106, + "TP": 27267, + "n_pred": 27516, + "n_ref": 28805 + }, + "8": { + "Dice": 0.9674738322137166, + "FN": 194, + "FP": 847, + "IoU": 0.9369969133934516, + "TN": 859637, + "TP": 15482, + "n_pred": 16329, + "n_ref": 15676 + }, + "9": { + "Dice": 0.9476357378218986, + "FN": 1476, + "FP": 1019, + "IoU": 0.9004826293326952, + "TN": 851089, + "TP": 22576, + "n_pred": 23595, + "n_ref": 24052 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.614982936556885, + "FN": 18728, + "FP": 0, + "IoU": 0.44402553065162537, + "TN": 1017707, + "TP": 14957, + "n_pred": 14957, + "n_ref": 33685 + }, + "10": { + "Dice": 0.8007294770368848, + "FN": 5518, + "FP": 2240, + "IoU": 0.6676804454915399, + "TN": 1028047, + "TP": 15587, + "n_pred": 17827, + "n_ref": 21105 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.464379256155055, + "FN": 863, + "FP": 3227, + "IoU": 0.30240491216100973, + "TN": 1045529, + "TP": 1773, + "n_pred": 5000, + "n_ref": 2636 + }, + "13": { + "Dice": 0.010309278350515464, + "FN": 33, + "FP": 159, + "IoU": 0.0051813471502590676, + "TN": 1051199, + "TP": 1, + "n_pred": 160, + "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": 0.0, + "FN": 0, + "FP": 6381, + "IoU": 0.0, + "TN": 1045011, + "TP": 0, + "n_pred": 6381, + "n_ref": 0 + }, + "3": { + "Dice": 0.7023539966676635, + "FN": 6740, + "FP": 227, + "IoU": 0.5412523869098571, + "TN": 1036205, + "TP": 8220, + "n_pred": 8447, + "n_ref": 14960 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3999, + "IoU": 0.0, + "TN": 1047393, + "TP": 0, + "n_pred": 3999, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7553196840887368, + "FN": 27338, + "FP": 1846, + "IoU": 0.6068382977003597, + "TN": 977163, + "TP": 45045, + "n_pred": 46891, + "n_ref": 72383 + }, + "7": { + "Dice": 0.43006085365334695, + "FN": 5869, + "FP": 7524, + "IoU": 0.2739347283964003, + "TN": 1032946, + "TP": 5053, + "n_pred": 12577, + "n_ref": 10922 + }, + "8": { + "Dice": 0.9360017402653905, + "FN": 1180, + "FP": 291, + "IoU": 0.8797023225384364, + "TN": 1039164, + "TP": 10757, + "n_pred": 11048, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9562646936799889, + "FN": 1861, + "FP": 669, + "IoU": 0.9161946404319454, + "TN": 1196435, + "TP": 27659, + "n_pred": 28328, + "n_ref": 29520 + }, + "10": { + "Dice": 0.5852459016393443, + "FN": 499, + "FP": 7, + "IoU": 0.41367323290845887, + "TN": 1225761, + "TP": 357, + "n_pred": 364, + "n_ref": 856 + }, + "11": { + "Dice": 0.6087340097044552, + "FN": 724, + "FP": 163, + "IoU": 0.4375396322130628, + "TN": 1225047, + "TP": 690, + "n_pred": 853, + "n_ref": 1414 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1226618, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9839364017102429, + "FN": 979, + "FP": 490, + "IoU": 0.9683807227878344, + "TN": 1180165, + "TP": 44990, + "n_pred": 45480, + "n_ref": 45969 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9807670565179705, + "FN": 1814, + "FP": 1248, + "IoU": 0.9622599649961792, + "TN": 1145490, + "TP": 78072, + "n_pred": 79320, + "n_ref": 79886 + }, + "3": { + "Dice": 0.9242053789731052, + "FN": 36, + "FP": 26, + "IoU": 0.8590909090909091, + "TN": 1226184, + "TP": 378, + "n_pred": 404, + "n_ref": 414 + }, + "4": { + "Dice": 0.922951129001824, + "FN": 264, + "FP": 961, + "IoU": 0.8569259518804018, + "TN": 1218062, + "TP": 7337, + "n_pred": 8298, + "n_ref": 7601 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9919166895282749, + "FN": 1971, + "FP": 946, + "IoU": 0.9839630110175269, + "TN": 1044732, + "TP": 178975, + "n_pred": 179921, + "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": 0.9002849002849003, + "FN": 26, + "FP": 9, + "IoU": 0.8186528497409327, + "TN": 1226431, + "TP": 158, + "n_pred": 167, + "n_ref": 184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6920, + "IoU": 0.0, + "TN": 1219704, + "TP": 0, + "n_pred": 6920, + "n_ref": 0 + }, + "10": { + "Dice": 0.8967420467612112, + "FN": 437, + "FP": 910, + "IoU": 0.8128126737076153, + "TN": 1219428, + "TP": 5849, + "n_pred": 6759, + "n_ref": 6286 + }, + "11": { + "Dice": 0.6812590448625181, + "FN": 1399, + "FP": 363, + "IoU": 0.5165980795610425, + "TN": 1222979, + "TP": 1883, + "n_pred": 2246, + "n_ref": 3282 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.939043451078462, + "FN": 104, + "FP": 286, + "IoU": 0.8850913376546847, + "TN": 1223230, + "TP": 3004, + "n_pred": 3290, + "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": 0.9660981697171381, + "FN": 82, + "FP": 244, + "IoU": 0.9344196338764836, + "TN": 1221653, + "TP": 4645, + "n_pred": 4889, + "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": 0.8410449311148547, + "FN": 2897, + "FP": 10879, + "IoU": 0.7256924394177734, + "TN": 1176403, + "TP": 36445, + "n_pred": 47324, + "n_ref": 39342 + }, + "7": { + "Dice": 0.7818181818181819, + "FN": 25, + "FP": 95, + "IoU": 0.6417910447761194, + "TN": 1226289, + "TP": 215, + "n_pred": 310, + "n_ref": 240 + }, + "8": { + "Dice": 0.9295774647887324, + "FN": 8, + "FP": 7, + "IoU": 0.868421052631579, + "TN": 1226510, + "TP": 99, + "n_pred": 106, + "n_ref": 107 + }, + "9": { + "Dice": 0.8585376930063578, + "FN": 415, + "FP": 3323, + "IoU": 0.7521384523572707, + "TN": 1211543, + "TP": 11343, + "n_pred": 14666, + "n_ref": 11758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.8142333856619571, + "FN": 342, + "FP": 13, + "IoU": 0.6866725507502206, + "TN": 1050259, + "TP": 778, + "n_pred": 791, + "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": 0.288121897725961, + "FN": 1333, + "FP": 11001, + "IoU": 0.16830748482805125, + "TN": 1036562, + "TP": 2496, + "n_pred": 13497, + "n_ref": 3829 + }, + "14": { + "Dice": 0.5974198215577526, + "FN": 904, + "FP": 32486, + "IoU": 0.4259434367746927, + "TN": 993227, + "TP": 24775, + "n_pred": 57261, + "n_ref": 25679 + }, + "15": { + "Dice": 0.35593997249735937, + "FN": 31752, + "FP": 565, + "IoU": 0.21650059398259267, + "TN": 1010145, + "TP": 8930, + "n_pred": 9495, + "n_ref": 40682 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.6486486486486487, + "FN": 36, + "FP": 3, + "IoU": 0.48, + "TN": 1051317, + "TP": 36, + "n_pred": 39, + "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": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1051387, + "TP": 0, + "n_pred": 5, + "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": 0.9658848614072495, + "FN": 141, + "FP": 499, + "IoU": 0.934020618556701, + "TN": 1041692, + "TP": 9060, + "n_pred": 9559, + "n_ref": 9201 + }, + "9": { + "Dice": 0.9280223619846262, + "FN": 479, + "FP": 448, + "IoU": 0.8657105606258149, + "TN": 1044489, + "TP": 5976, + "n_pred": 6424, + "n_ref": 6455 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0212.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": 249, + "FP": 0, + "IoU": 0.0, + "TN": 700679, + "TP": 0, + "n_pred": 0, + "n_ref": 249 + }, + "11": { + "Dice": 0.5804889857177439, + "FN": 1355, + "FP": 378, + "IoU": 0.40893587994542974, + "TN": 697996, + "TP": 1199, + "n_pred": 1577, + "n_ref": 2554 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 700917, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "13": { + "Dice": 0.8050465605286873, + "FN": 499, + "FP": 150, + "IoU": 0.6737053795877326, + "TN": 698939, + "TP": 1340, + "n_pred": 1490, + "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": 0.9554215932317405, + "FN": 769, + "FP": 954, + "IoU": 0.9146480408183485, + "TN": 680741, + "TP": 18464, + "n_pred": 19418, + "n_ref": 19233 + }, + "3": { + "Dice": 0.8956446209207097, + "FN": 505, + "FP": 336, + "IoU": 0.8110112359550562, + "TN": 696478, + "TP": 3609, + "n_pred": 3945, + "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": 0.9686790935462561, + "FN": 1692, + "FP": 2670, + "IoU": 0.9392606001531714, + "TN": 629113, + "TP": 67453, + "n_pred": 70123, + "n_ref": 69145 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.958160237388724, + "FN": 572, + "FP": 274, + "IoU": 0.9196810025633723, + "TN": 690395, + "TP": 9687, + "n_pred": 9961, + "n_ref": 10259 + }, + "9": { + "Dice": 0.7978668854476464, + "FN": 3371, + "FP": 571, + "IoU": 0.6637092646306091, + "TN": 689206, + "TP": 7780, + "n_pred": 8351, + "n_ref": 11151 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9539242163843195, + "FN": 355, + "FP": 208, + "IoU": 0.911907369738695, + "TN": 694537, + "TP": 5828, + "n_pred": 6036, + "n_ref": 6183 + }, + "10": { + "Dice": 0.7447045707915273, + "FN": 146, + "FP": 83, + "IoU": 0.5932504440497336, + "TN": 700365, + "TP": 334, + "n_pred": 417, + "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": 0.83343653250774, + "FN": 182, + "FP": 87, + "IoU": 0.7144373673036093, + "TN": 699986, + "TP": 673, + "n_pred": 760, + "n_ref": 855 + }, + "7": { + "Dice": 0.9803992758775446, + "FN": 1510, + "FP": 2377, + "IoU": 0.9615521573127065, + "TN": 599830, + "TP": 97211, + "n_pred": 99588, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.2623376623376623, + "FN": 361, + "FP": 207, + "IoU": 0.15097159940209268, + "TN": 1050723, + "TP": 101, + "n_pred": 308, + "n_ref": 462 + }, + "11": { + "Dice": 0.0, + "FN": 39, + "FP": 31, + "IoU": 0.0, + "TN": 1051322, + "TP": 0, + "n_pred": 31, + "n_ref": 39 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.639661581848481, + "FN": 15072, + "FP": 1794, + "IoU": 0.4702223897474557, + "TN": 1019556, + "TP": 14970, + "n_pred": 16764, + "n_ref": 30042 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 406, + "IoU": 0.0, + "TN": 1050986, + "TP": 0, + "n_pred": 406, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9475645561996537, + "FN": 2585, + "FP": 2987, + "IoU": 0.900354089917379, + "TN": 995474, + "TP": 50346, + "n_pred": 53333, + "n_ref": 52931 + }, + "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": 24, + "IoU": 0.0, + "TN": 1051368, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9742530449124588, + "FN": 2040, + "FP": 4454, + "IoU": 0.9497986224383306, + "TN": 922033, + "TP": 122865, + "n_pred": 127319, + "n_ref": 124905 + }, + "7": { + "Dice": 0.00037433555439095605, + "FN": 18775, + "FP": 7929, + "IoU": 0.00018720281553034557, + "TN": 1024683, + "TP": 5, + "n_pred": 7934, + "n_ref": 18780 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6233766233766234, + "FN": 10, + "FP": 309, + "IoU": 0.4528301886792453, + "TN": 1050809, + "TP": 264, + "n_pred": 573, + "n_ref": 274 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7469, + "IoU": 0.0, + "TN": 1043923, + "TP": 0, + "n_pred": 7469, + "n_ref": 0 + }, + "10": { + "Dice": 0.8227195801403335, + "FN": 4943, + "FP": 4380, + "IoU": 0.6988305982685101, + "TN": 1020436, + "TP": 21633, + "n_pred": 26013, + "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": 0.23297201100145606, + "FN": 9446, + "FP": 36, + "IoU": 0.1318439846182018, + "TN": 1040470, + "TP": 1440, + "n_pred": 1476, + "n_ref": 10886 + }, + "14": { + "Dice": 0.6542273149581914, + "FN": 4365, + "FP": 101, + "IoU": 0.4861350822690139, + "TN": 1042701, + "TP": 4225, + "n_pred": 4326, + "n_ref": 8590 + }, + "15": { + "Dice": 0.9137102311741817, + "FN": 429, + "FP": 325, + "IoU": 0.8411293721028235, + "TN": 1046646, + "TP": 3992, + "n_pred": 4317, + "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": 342, + "IoU": 0.0, + "TN": 1051050, + "TP": 0, + "n_pred": 342, + "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": 0.9107296033634968, + "FN": 9293, + "FP": 5485, + "IoU": 0.8360913930789707, + "TN": 961232, + "TP": 75382, + "n_pred": 80867, + "n_ref": 84675 + }, + "7": { + "Dice": 0.3280311063980205, + "FN": 2219, + "FP": 12989, + "IoU": 0.19619450317124737, + "TN": 1032472, + "TP": 3712, + "n_pred": 16701, + "n_ref": 5931 + }, + "8": { + "Dice": 0.9532154253880686, + "FN": 396, + "FP": 469, + "IoU": 0.9106127932210396, + "TN": 1041715, + "TP": 8812, + "n_pred": 9281, + "n_ref": 9208 + }, + "9": { + "Dice": 0.9016938250428816, + "FN": 739, + "FP": 1095, + "IoU": 0.8209858467545144, + "TN": 1041147, + "TP": 8411, + "n_pred": 9506, + "n_ref": 9150 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9783597170764567, + "FN": 961, + "FP": 581, + "IoU": 0.9576361987966703, + "TN": 1190225, + "TP": 34857, + "n_pred": 35438, + "n_ref": 35818 + }, + "10": { + "Dice": 0.3681519357195033, + "FN": 29229, + "FP": 1046, + "IoU": 0.22560429722470904, + "TN": 1187529, + "TP": 8820, + "n_pred": 9866, + "n_ref": 38049 + }, + "11": { + "Dice": 0.8160535117056856, + "FN": 707, + "FP": 668, + "IoU": 0.6892655367231638, + "TN": 1222199, + "TP": 3050, + "n_pred": 3718, + "n_ref": 3757 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 1226614, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "13": { + "Dice": 0.8348420923278581, + "FN": 3238, + "FP": 4826, + "IoU": 0.7165055370012304, + "TN": 1198179, + "TP": 20381, + "n_pred": 25207, + "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": 0.9742068317040351, + "FN": 994, + "FP": 597, + "IoU": 0.9497107816796788, + "TN": 1194987, + "TP": 30046, + "n_pred": 30643, + "n_ref": 31040 + }, + "3": { + "Dice": 0.9583682805947389, + "FN": 969, + "FP": 123, + "IoU": 0.9200644169533709, + "TN": 1212963, + "TP": 12569, + "n_pred": 12692, + "n_ref": 13538 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 1226525, + "TP": 0, + "n_pred": 99, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9707101161075117, + "FN": 1181, + "FP": 1102, + "IoU": 0.943087201475794, + "TN": 1186510, + "TP": 37831, + "n_pred": 38933, + "n_ref": 39012 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8687440982058546, + "FN": 304, + "FP": 113, + "IoU": 0.7679465776293823, + "TN": 1224827, + "TP": 1380, + "n_pred": 1493, + "n_ref": 1684 + }, + "9": { + "Dice": 0.9325451002743793, + "FN": 2218, + "FP": 2871, + "IoU": 0.8736154572095565, + "TN": 1186358, + "TP": 35177, + "n_pred": 38048, + "n_ref": 37395 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7097183993224645, + "FN": 2726, + "FP": 16, + "IoU": 0.5500492287495897, + "TN": 1220530, + "TP": 3352, + "n_pred": 3368, + "n_ref": 6078 + }, + "11": { + "Dice": 0.8013977868375073, + "FN": 448, + "FP": 234, + "IoU": 0.6686103012633625, + "TN": 1224566, + "TP": 1376, + "n_pred": 1610, + "n_ref": 1824 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.517196517329953, + "FN": 13398, + "FP": 1075, + "IoU": 0.34879640044994376, + "TN": 1204399, + "TP": 7752, + "n_pred": 8827, + "n_ref": 21150 + }, + "14": { + "Dice": 0.906412118696825, + "FN": 1722, + "FP": 533, + "IoU": 0.828842504743833, + "TN": 1213449, + "TP": 10920, + "n_pred": 11453, + "n_ref": 12642 + }, + "15": { + "Dice": 0.49217649239896183, + "FN": 13669, + "FP": 27, + "IoU": 0.3264151871342153, + "TN": 1206291, + "TP": 6637, + "n_pred": 6664, + "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": 0.8508972066350127, + "FN": 4054, + "FP": 782, + "IoU": 0.7404883284142743, + "TN": 1207989, + "TP": 13799, + "n_pred": 14581, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9694708321522042, + "FN": 6742, + "FP": 2520, + "IoU": 0.9407505021686007, + "TN": 1070302, + "TP": 147060, + "n_pred": 149580, + "n_ref": 153802 + }, + "7": { + "Dice": 0.10462505612932196, + "FN": 2565, + "FP": 5411, + "IoU": 0.05520018952854774, + "TN": 1218182, + "TP": 466, + "n_pred": 5877, + "n_ref": 3031 + }, + "8": { + "Dice": 0.756525211456783, + "FN": 6181, + "FP": 526, + "IoU": 0.6083960997255795, + "TN": 1209497, + "TP": 10420, + "n_pred": 10946, + "n_ref": 16601 + }, + "9": { + "Dice": 0.7593848389440543, + "FN": 2902, + "FP": 1072, + "IoU": 0.6121034651049292, + "TN": 1216379, + "TP": 6271, + "n_pred": 7343, + "n_ref": 9173 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.845360824742268, + "FN": 3, + "FP": 12, + "IoU": 0.7321428571428571, + "TN": 1226568, + "TP": 41, + "n_pred": 53, + "n_ref": 44 + }, + "10": { + "Dice": 0.8247043967397544, + "FN": 3794, + "FP": 2314, + "IoU": 0.7016995506934949, + "TN": 1206148, + "TP": 14368, + "n_pred": 16682, + "n_ref": 18162 + }, + "11": { + "Dice": 0.6193707587908698, + "FN": 1783, + "FP": 68, + "IoU": 0.4486148346738159, + "TN": 1223267, + "TP": 1506, + "n_pred": 1574, + "n_ref": 3289 + }, + "12": { + "Dice": 0.7624135763670647, + "FN": 595, + "FP": 161, + "IoU": 0.6160487557135602, + "TN": 1224655, + "TP": 1213, + "n_pred": 1374, + "n_ref": 1808 + }, + "13": { + "Dice": 0.8672626265474747, + "FN": 3954, + "FP": 5460, + "IoU": 0.7656343357896833, + "TN": 1186456, + "TP": 30754, + "n_pred": 36214, + "n_ref": 34708 + }, + "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": 0.9683541004118659, + "FN": 437, + "FP": 777, + "IoU": 0.9386496866787952, + "TN": 1206836, + "TP": 18574, + "n_pred": 19351, + "n_ref": 19011 + }, + "3": { + "Dice": 0.9612167516366786, + "FN": 2414, + "FP": 3048, + "IoU": 0.9253294690217094, + "TN": 1153476, + "TP": 67686, + "n_pred": 70734, + "n_ref": 70100 + }, + "4": { + "Dice": 0.8123537193446627, + "FN": 1028, + "FP": 2660, + "IoU": 0.6840030845685888, + "TN": 1214953, + "TP": 7983, + "n_pred": 10643, + "n_ref": 9011 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9731026188274716, + "FN": 1589, + "FP": 6149, + "IoU": 0.9476142764298093, + "TN": 1078912, + "TP": 139974, + "n_pred": 146123, + "n_ref": 141563 + }, + "7": { + "Dice": 0.8017248220946536, + "FN": 7222, + "FP": 273, + "IoU": 0.6690657011656659, + "TN": 1203976, + "TP": 15153, + "n_pred": 15426, + "n_ref": 22375 + }, + "8": { + "Dice": 0.9580296556923851, + "FN": 161, + "FP": 340, + "IoU": 0.9194404245055475, + "TN": 1220405, + "TP": 5718, + "n_pred": 6058, + "n_ref": 5879 + }, + "9": { + "Dice": 0.928466004132638, + "FN": 2807, + "FP": 101, + "IoU": 0.8664830119375574, + "TN": 1204844, + "TP": 18872, + "n_pred": 18973, + "n_ref": 21679 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.49333894264479033, + "FN": 57, + "FP": 3556, + "IoU": 0.3274385703648548, + "TN": 870788, + "TP": 1759, + "n_pred": 5315, + "n_ref": 1816 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 876159, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7119566791185243, + "FN": 3771, + "FP": 6176, + "IoU": 0.5527428057553957, + "TN": 853920, + "TP": 12293, + "n_pred": 18469, + "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": 0.8770880079780603, + "FN": 9, + "FP": 484, + "IoU": 0.7810834813499112, + "TN": 873908, + "TP": 1759, + "n_pred": 2243, + "n_ref": 1768 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 438, + "IoU": 0.0, + "TN": 875722, + "TP": 0, + "n_pred": 438, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 876109, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "7": { + "Dice": 0.6484980108012531, + "FN": 17439, + "FP": 850, + "IoU": 0.479835039817975, + "TN": 841000, + "TP": 16871, + "n_pred": 17721, + "n_ref": 34310 + }, + "8": { + "Dice": 0.9277137956383239, + "FN": 52, + "FP": 243, + "IoU": 0.8651736745886655, + "TN": 873972, + "TP": 1893, + "n_pred": 2136, + "n_ref": 1945 + }, + "9": { + "Dice": 0.9123291726281514, + "FN": 512, + "FP": 1265, + "IoU": 0.838791617526989, + "TN": 865137, + "TP": 9246, + "n_pred": 10511, + "n_ref": 9758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1062, + "IoU": 0.0, + "TN": 699866, + "TP": 0, + "n_pred": 1062, + "n_ref": 0 + }, + "10": { + "Dice": 0.6237310859988507, + "FN": 1723, + "FP": 6135, + "IoU": 0.4532043699116276, + "TN": 686557, + "TP": 6513, + "n_pred": 12648, + "n_ref": 8236 + }, + "11": { + "Dice": 0.17861975642760486, + "FN": 3616, + "FP": 26, + "IoU": 0.09806835066864784, + "TN": 696890, + "TP": 396, + "n_pred": 422, + "n_ref": 4012 + }, + "12": { + "Dice": 0.0, + "FN": 9, + "FP": 0, + "IoU": 0.0, + "TN": 700919, + "TP": 0, + "n_pred": 0, + "n_ref": 9 + }, + "13": { + "Dice": 0.7582135034758595, + "FN": 2529, + "FP": 5088, + "IoU": 0.6105828220858895, + "TN": 681368, + "TP": 11943, + "n_pred": 17031, + "n_ref": 14472 + }, + "14": { + "Dice": 0.7738686597092467, + "FN": 9348, + "FP": 576, + "IoU": 0.6311466270209998, + "TN": 674023, + "TP": 16981, + "n_pred": 17557, + "n_ref": 26329 + }, + "15": { + "Dice": 0.7398668110698896, + "FN": 10634, + "FP": 655, + "IoU": 0.5871338185275939, + "TN": 673585, + "TP": 16054, + "n_pred": 16709, + "n_ref": 26688 + }, + "2": { + "Dice": 0.8524195529353967, + "FN": 5824, + "FP": 184, + "IoU": 0.7427972087846226, + "TN": 677569, + "TP": 17351, + "n_pred": 17535, + "n_ref": 23175 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1409, + "IoU": 0.0, + "TN": 699519, + "TP": 0, + "n_pred": 1409, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 708, + "IoU": 0.0, + "TN": 700220, + "TP": 0, + "n_pred": 708, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5059645875447527, + "FN": 3848, + "FP": 97575, + "IoU": 0.3386563553492133, + "TN": 547569, + "TP": 51936, + "n_pred": 149511, + "n_ref": 55784 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 15795, + "IoU": 0.0, + "TN": 685133, + "TP": 0, + "n_pred": 15795, + "n_ref": 0 + }, + "8": { + "Dice": 0.9532720105124836, + "FN": 894, + "FP": 884, + "IoU": 0.9107160791403033, + "TN": 681014, + "TP": 18136, + "n_pred": 19020, + "n_ref": 19030 + }, + "9": { + "Dice": 0.9396260894011808, + "FN": 1609, + "FP": 1827, + "IoU": 0.8861271293166302, + "TN": 670754, + "TP": 26738, + "n_pred": 28565, + "n_ref": 28347 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9129562480443225, + "FN": 227, + "FP": 4502, + "IoU": 0.8398523485387246, + "TN": 1021863, + "TP": 24800, + "n_pred": 29302, + "n_ref": 25027 + }, + "10": { + "Dice": 0.5836691410392365, + "FN": 1613, + "FP": 350, + "IoU": 0.4120994309673555, + "TN": 1048053, + "TP": 1376, + "n_pred": 1726, + "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": 0.9338473437424469, + "FN": 1235, + "FP": 4239, + "IoU": 0.8759039695314094, + "TN": 1007281, + "TP": 38637, + "n_pred": 42876, + "n_ref": 39872 + }, + "15": { + "Dice": 0.84734873129473, + "FN": 5042, + "FP": 9974, + "IoU": 0.7351301770972977, + "TN": 994700, + "TP": 41676, + "n_pred": 51650, + "n_ref": 46718 + }, + "2": { + "Dice": 0.4952038369304556, + "FN": 111, + "FP": 731, + "IoU": 0.3290836653386454, + "TN": 1050137, + "TP": 413, + "n_pred": 1144, + "n_ref": 524 + }, + "3": { + "Dice": 0.9545147431893222, + "FN": 1961, + "FP": 5175, + "IoU": 0.9129872821938521, + "TN": 969381, + "TP": 74875, + "n_pred": 80050, + "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": 31, + "IoU": 0.0, + "TN": 1050544, + "TP": 0, + "n_pred": 31, + "n_ref": 817 + }, + "7": { + "Dice": 0.62290292594396, + "FN": 7766, + "FP": 753, + "IoU": 0.45233044037287046, + "TN": 1035837, + "TP": 7036, + "n_pred": 7789, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.7840409956076134, + "FN": 1167, + "FP": 13, + "IoU": 0.6447922937989163, + "TN": 872838, + "TP": 2142, + "n_pred": 2155, + "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": 0.9012003693444137, + "FN": 114, + "FP": 100, + "IoU": 0.8201680672268907, + "TN": 874970, + "TP": 976, + "n_pred": 1076, + "n_ref": 1090 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1410, + "IoU": 0.0, + "TN": 874750, + "TP": 0, + "n_pred": 1410, + "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": 26, + "IoU": 0.0, + "TN": 876134, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9847480401709239, + "FN": 2556, + "FP": 2234, + "IoU": 0.9699543356081894, + "TN": 716736, + "TP": 154634, + "n_pred": 156868, + "n_ref": 157190 + }, + "7": { + "Dice": 0.9676377073128813, + "FN": 2192, + "FP": 1574, + "IoU": 0.9373043883598589, + "TN": 816092, + "TP": 56302, + "n_pred": 57876, + "n_ref": 58494 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.820599785790789, + "FN": 1190, + "FP": 820, + "IoU": 0.6957772059936431, + "TN": 869553, + "TP": 4597, + "n_pred": 5417, + "n_ref": 5787 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9115509897268855, + "FN": 11, + "FP": 342, + "IoU": 0.8374769797421732, + "TN": 698756, + "TP": 1819, + "n_pred": 2161, + "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": 0.7981042654028436, + "FN": 1167, + "FP": 324, + "IoU": 0.6640378548895899, + "TN": 696490, + "TP": 2947, + "n_pred": 3271, + "n_ref": 4114 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "7": { + "Dice": 0.9688986185551446, + "FN": 540, + "FP": 284, + "IoU": 0.9396734753642287, + "TN": 687269, + "TP": 12835, + "n_pred": 13119, + "n_ref": 13375 + }, + "8": { + "Dice": 0.9625105494603118, + "FN": 305, + "FP": 1383, + "IoU": 0.9277304448345249, + "TN": 677571, + "TP": 21669, + "n_pred": 23052, + "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_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0371.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.6188772138986783, + "FN": 1587.6417777777774, + "FP": 1483.5964444444444, + "IoU": 0.5404993033970772, + "TN": 921581.224, + "TP": 9918.204444444442, + "n_pred": 11401.80088888889, + "n_ref": 11505.846222222222 + }, + "mean": { + "1": { + "Dice": 0.6962746558916602, + "FN": 965.6, + "FP": 990.1133333333335, + "IoU": 0.6478692232251113, + "TN": 920314.1466666667, + "TP": 12300.806666666667, + "n_pred": 13290.919999999998, + "n_ref": 13266.406666666666 + }, + "10": { + "Dice": 0.5849385294783486, + "FN": 2171.7333333333336, + "FP": 1793.4399999999998, + "IoU": 0.4849357258062126, + "TN": 924207.22, + "TP": 6398.2733333333335, + "n_pred": 8191.713333333333, + "n_ref": 8570.006666666668 + }, + "11": { + "Dice": 0.386421999565023, + "FN": 183.48666666666668, + "FP": 92.11333333333332, + "IoU": 0.2944898003329719, + "TN": 934005.4133333333, + "TP": 289.6533333333333, + "n_pred": 381.7666666666667, + "n_ref": 473.14000000000004 + }, + "12": { + "Dice": 0.41101690808340835, + "FN": 269.12666666666667, + "FP": 173.15333333333334, + "IoU": 0.31971879804159026, + "TN": 933699.0933333331, + "TP": 429.29333333333335, + "n_pred": 602.4466666666667, + "n_ref": 698.42 + }, + "13": { + "Dice": 0.5398422021989859, + "FN": 2419.186666666667, + "FP": 1690.8, + "IoU": 0.435418136038355, + "TN": 925939.3533333333, + "TP": 4521.326666666667, + "n_pred": 6212.126666666667, + "n_ref": 6940.513333333333 + }, + "14": { + "Dice": 0.6573544685523801, + "FN": 2774.5933333333332, + "FP": 2323.4066666666668, + "IoU": 0.588446567957216, + "TN": 917846.9400000001, + "TP": 11625.726666666667, + "n_pred": 13949.133333333335, + "n_ref": 14400.320000000002 + }, + "15": { + "Dice": 0.5137188002554438, + "FN": 1721.3466666666668, + "FP": 1527.3933333333334, + "IoU": 0.41903146081725157, + "TN": 927251.6266666666, + "TP": 4070.3, + "n_pred": 5597.693333333334, + "n_ref": 5791.6466666666665 + }, + "2": { + "Dice": 0.7077957427155652, + "FN": 990.4, + "FP": 1241.8400000000001, + "IoU": 0.6555826307534073, + "TN": 923502.4799999999, + "TP": 8835.946666666667, + "n_pred": 10077.786666666667, + "n_ref": 9826.346666666668 + }, + "3": { + "Dice": 0.7001792673704539, + "FN": 1681.4333333333332, + "FP": 1005.6199999999999, + "IoU": 0.6436279991311232, + "TN": 921444.6933333334, + "TP": 10438.92, + "n_pred": 11444.539999999999, + "n_ref": 12120.353333333333 + }, + "4": { + "Dice": 0.44753067817067455, + "FN": 725.9266666666667, + "FP": 512.8333333333334, + "IoU": 0.38257176880630356, + "TN": 930597.1466666665, + "TP": 2734.7599999999998, + "n_pred": 3247.5933333333332, + "n_ref": 3460.686666666667 + }, + "5": { + "Dice": 0.5667348144301032, + "FN": 600.4599999999999, + "FP": 316.66666666666663, + "IoU": 0.46313384653283124, + "TN": 932430.4800000001, + "TP": 1223.06, + "n_pred": 1539.7266666666667, + "n_ref": 1823.5200000000004 + }, + "6": { + "Dice": 0.8086175987932578, + "FN": 3093.086666666667, + "FP": 5373.12, + "IoU": 0.7501384700862321, + "TN": 872757.6466666667, + "TP": 53346.81333333333, + "n_pred": 58719.93333333333, + "n_ref": 56439.9 + }, + "7": { + "Dice": 0.6101629968841701, + "FN": 4612.733333333333, + "FP": 3518.9933333333333, + "IoU": 0.5254594751997159, + "TN": 910601.9066666666, + "TP": 15837.033333333335, + "n_pred": 19356.026666666665, + "n_ref": 20449.76666666667 + }, + "8": { + "Dice": 0.8864570022247623, + "FN": 718.3333333333334, + "FP": 684.6200000000001, + "IoU": 0.8282869408171308, + "TN": 923156.86, + "TP": 10010.853333333334, + "n_pred": 10695.473333333332, + "n_ref": 10729.186666666666 + }, + "9": { + "Dice": 0.766112543865936, + "FN": 887.1800000000001, + "FP": 1009.8333333333334, + "IoU": 0.6687787074107059, + "TN": 925963.3533333333, + "TP": 6710.3, + "n_pred": 7720.133333333333, + "n_ref": 7597.479999999999 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/loop_004/summary.json b/nnActive_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/loop_004/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..80a357c5495478323a08dd7203af65e9db6a1910 --- /dev/null +++ b/nnActive_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/loop_004/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7836755570069448, + "FN": 23315.02666666666, + "FP": 22758.538666666667, + "IoU": 0.6782169130172552, + "TN": 96247611.77066666, + "TP": 163275.504, + "n_pred": 186034.04266666665, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9007921938368862, + "FN": 11234.32, + "FP": 19930.58, + "IoU": 0.8421549725766491, + "TN": 96242742.12, + "TP": 183053.82, + "n_pred": 202984.4, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7404145539796244, + "FN": 17243.6, + "FP": 18806.1, + "IoU": 0.6114989262848773, + "TN": 96363932.18, + "TP": 56978.96, + "n_pred": 75785.06, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6960876440924173, + "FN": 1191.26, + "FP": 744.22, + "IoU": 0.5498784449606196, + "TN": 96452516.24, + "TP": 2509.12, + "n_pred": 3253.34, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.6926985999460733, + "FN": 1547.16, + "FP": 784.84, + "IoU": 0.5419141759167805, + "TN": 96451939.34, + "TP": 2689.5, + "n_pred": 3474.34, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.6535154326652072, + "FN": 20464.92, + "FP": 16378.3, + "IoU": 0.507394873090784, + "TN": 96382724.4, + "TP": 37393.22, + "n_pred": 53771.52, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7549023405700827, + "FN": 29246.28, + "FP": 39278.14, + "IoU": 0.6534369384184595, + "TN": 96279324.56, + "TP": 109111.86, + "n_pred": 148390.0, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.6433587661847582, + "FN": 13512.12, + "FP": 26569.44, + "IoU": 0.5091032019005852, + "TN": 96376344.36, + "TP": 40534.92, + "n_pred": 67104.36, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.8775864430056505, + "FN": 24420.48, + "FP": 10372.16, + "IoU": 0.7996598034354646, + "TN": 96289746.98, + "TP": 132421.22, + "n_pred": 142793.38, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8985978692204035, + "FN": 14093.32, + "FP": 21804.06, + "IoU": 0.8219937761048388, + "TN": 96271754.2, + "TP": 149309.26, + "n_pred": 171113.32, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6882790068159751, + "FN": 6633.74, + "FP": 6746.64, + "IoU": 0.5932814719694928, + "TN": 96423636.7, + "TP": 19943.76, + "n_pred": 26690.4, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.722614371165257, + "FN": 6447.26, + "FP": 2981.14, + "IoU": 0.5891218927745281, + "TN": 96436827.54, + "TP": 10704.9, + "n_pred": 13686.04, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9371926955837059, + "FN": 83473.4, + "FP": 94368.24, + "IoU": 0.8881151683025003, + "TN": 95003368.98, + "TP": 1275750.22, + "n_pred": 1370118.46, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.7784027554770213, + "FN": 88917.64, + "FP": 62673.24, + "IoU": 0.6654993758498616, + "TN": 96055362.94, + "TP": 250007.02, + "n_pred": 312680.26, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9031824919555362, + "FN": 21045.78, + "FP": 10668.92, + "IoU": 0.8286795592643281, + "TN": 96313922.74, + "TP": 111323.4, + "n_pred": 121992.32, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8675081906055747, + "FN": 10254.12, + "FP": 9272.06, + "IoU": 0.771521114409057, + "TN": 96370033.28, + "TP": 67401.38, + "n_pred": 76673.44, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9116224983169104, + "FN": 3320, + "FP": 14008, + "IoU": 0.8375977056739583, + "TN": 119486622, + "TP": 89370, + "n_pred": 103378, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7683190166579659, + "FN": 10578, + "FP": 28476, + "IoU": 0.6237970927936346, + "TN": 119489509, + "TP": 64757, + "n_pred": 93233, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7465164541950786, + "FN": 1028, + "FP": 682, + "IoU": 0.5955534531693472, + "TN": 119589092, + "TP": 2518, + "n_pred": 3200, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7469782433521354, + "FN": 757, + "FP": 1755, + "IoU": 0.5961414790996784, + "TN": 119587100, + "TP": 3708, + "n_pred": 5463, + "n_ref": 4465 + }, + "13": { + "Dice": 0.5039132321041214, + "FN": 23719, + "FP": 33455, + "IoU": 0.33682086020507584, + "TN": 119507108, + "TP": 29038, + "n_pred": 62493, + "n_ref": 52757 + }, + "14": { + "Dice": 0.4070495102049842, + "FN": 183057, + "FP": 4648, + "IoU": 0.2555318026597074, + "TN": 119341187, + "TP": 64428, + "n_pred": 69076, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 145770, + "IoU": 0.0, + "TN": 119414687, + "TP": 0, + "n_pred": 145770, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9360537122742977, + "FN": 4378, + "FP": 14261, + "IoU": 0.8797941428746477, + "TN": 119438261, + "TP": 136420, + "n_pred": 150681, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9318396825030573, + "FN": 8838, + "FP": 14794, + "IoU": 0.8723781133216685, + "TN": 119408148, + "TP": 161540, + "n_pred": 176334, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8318576261214885, + "FN": 21146, + "FP": 1718, + "IoU": 0.7121200674875979, + "TN": 119513898, + "TP": 56558, + "n_pred": 58276, + "n_ref": 77704 + }, + "5": { + "Dice": 0.11736117570458562, + "FN": 59217, + "FP": 16697, + "IoU": 0.0623386568841788, + "TN": 119512359, + "TP": 5047, + "n_pred": 21744, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9626811382127418, + "FN": 30654, + "FP": 58606, + "IoU": 0.928047463201509, + "TN": 118352780, + "TP": 1151280, + "n_pred": 1209886, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 178162, + "IoU": 0.0, + "TN": 119415158, + "TP": 0, + "n_pred": 178162, + "n_ref": 0 + }, + "8": { + "Dice": 0.7041285136711571, + "FN": 110255, + "FP": 37863, + "IoU": 0.5433629191625535, + "TN": 119268953, + "TP": 176249, + "n_pred": 214112, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8509286989875687, + "FN": 15305, + "FP": 6148, + "IoU": 0.7405360296074115, + "TN": 119510638, + "TP": 61229, + "n_pred": 67377, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9566927116344678, + "FN": 11207, + "FP": 4850, + "IoU": 0.9169807613759158, + "TN": 72632247, + "TP": 177356, + "n_pred": 182206, + "n_ref": 188563 + }, + "10": { + "Dice": 0.6253361943099667, + "FN": 15556, + "FP": 47827, + "IoU": 0.4549011850909028, + "TN": 72709382, + "TP": 52895, + "n_pred": 100722, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6355896126011068, + "FN": 754, + "FP": 958, + "IoU": 0.46583463338533543, + "TN": 72822455, + "TP": 1493, + "n_pred": 2451, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6831772878284507, + "FN": 612, + "FP": 1486, + "IoU": 0.5188073394495413, + "TN": 72821300, + "TP": 2262, + "n_pred": 3748, + "n_ref": 2874 + }, + "13": { + "Dice": 0.7140571298724662, + "FN": 12474, + "FP": 17727, + "IoU": 0.5552790457959064, + "TN": 72757750, + "TP": 37709, + "n_pred": 55436, + "n_ref": 50183 + }, + "14": { + "Dice": 0.9064972036075981, + "FN": 4923, + "FP": 9923, + "IoU": 0.8289848060729631, + "TN": 72738849, + "TP": 71965, + "n_pred": 81888, + "n_ref": 76888 + }, + "15": { + "Dice": 0.6319320384659242, + "FN": 9230, + "FP": 29504, + "IoU": 0.4619156768771272, + "TN": 72753675, + "TP": 33251, + "n_pred": 62755, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9598935478324574, + "FN": 7439, + "FP": 3291, + "IoU": 0.9228801011974068, + "TN": 72686526, + "TP": 128404, + "n_pred": 131695, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9628939448282314, + "FN": 3652, + "FP": 5866, + "IoU": 0.9284430845105366, + "TN": 72692647, + "TP": 123495, + "n_pred": 129361, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8418821077594725, + "FN": 3580, + "FP": 5221, + "IoU": 0.7269399025782631, + "TN": 72793429, + "TP": 23430, + "n_pred": 28651, + "n_ref": 27010 + }, + "5": { + "Dice": 0.8156438322469561, + "FN": 2007, + "FP": 991, + "IoU": 0.688681204569055, + "TN": 72816030, + "TP": 6632, + "n_pred": 7623, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9582014873846162, + "FN": 56632, + "FP": 43799, + "IoU": 0.9197570123027902, + "TN": 71574074, + "TP": 1151155, + "n_pred": 1194954, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.8872210667173996, + "FN": 31356, + "FP": 21403, + "IoU": 0.7973021776213675, + "TN": 72565376, + "TP": 207525, + "n_pred": 228928, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9271986223725998, + "FN": 4620, + "FP": 3793, + "IoU": 0.8642779937728878, + "TN": 72763673, + "TP": 53574, + "n_pred": 57367, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8502204403479094, + "FN": 14153, + "FP": 8337, + "IoU": 0.7394638678436551, + "TN": 72739338, + "TP": 63832, + "n_pred": 72169, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9643547544155847, + "FN": 11859, + "FP": 6488, + "IoU": 0.9311632130087157, + "TN": 71542959, + "TP": 248182, + "n_pred": 254670, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8543178120740448, + "FN": 15999, + "FP": 10507, + "IoU": 0.7456848165027584, + "TN": 71705263, + "TP": 77719, + "n_pred": 88226, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6551286122578597, + "FN": 1306, + "FP": 866, + "IoU": 0.4871310507674144, + "TN": 71805253, + "TP": 2063, + "n_pred": 2929, + "n_ref": 3369 + }, + "12": { + "Dice": 0.5901225666906994, + "FN": 3235, + "FP": 1313, + "IoU": 0.4185630273587318, + "TN": 71801666, + "TP": 3274, + "n_pred": 4587, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7467434429970857, + "FN": 21365, + "FP": 7487, + "IoU": 0.5958424385050709, + "TN": 71738100, + "TP": 42536, + "n_pred": 50023, + "n_ref": 63901 + }, + "14": { + "Dice": 0.8705403616046679, + "FN": 117842, + "FP": 2415, + "IoU": 0.770758274143801, + "TN": 71284902, + "TP": 404329, + "n_pred": 406744, + "n_ref": 522171 + }, + "15": { + "Dice": 0.7292137067717163, + "FN": 74410, + "FP": 4502, + "IoU": 0.5738287473334593, + "TN": 71624323, + "TP": 106253, + "n_pred": 110755, + "n_ref": 180663 + }, + "2": { + "Dice": 0.928587995416671, + "FN": 12752, + "FP": 7877, + "IoU": 0.8666955302388999, + "TN": 71654737, + "TP": 134122, + "n_pred": 141999, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9327343474403241, + "FN": 10486, + "FP": 14684, + "IoU": 0.873947686036088, + "TN": 71609809, + "TP": 174509, + "n_pred": 189193, + "n_ref": 184995 + }, + "4": { + "Dice": 0.71645033400315, + "FN": 783, + "FP": 9659, + "IoU": 0.5581788948125582, + "TN": 71785854, + "TP": 13192, + "n_pred": 22851, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8401751505199782, + "FN": 1133, + "FP": 2371, + "IoU": 0.7243983010854177, + "TN": 71796774, + "TP": 9210, + "n_pred": 11581, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9688279081706319, + "FN": 40396, + "FP": 37326, + "IoU": 0.9395404664723486, + "TN": 70523967, + "TP": 1207799, + "n_pred": 1245125, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9358728598692251, + "FN": 14223, + "FP": 16052, + "IoU": 0.879474664798242, + "TN": 71558296, + "TP": 220917, + "n_pred": 236969, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9340836012861736, + "FN": 6867, + "FP": 3629, + "IoU": 0.8763197586726998, + "TN": 71724624, + "TP": 74368, + "n_pred": 77997, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8789701468227191, + "FN": 12605, + "FP": 8201, + "IoU": 0.7840738088566477, + "TN": 71713131, + "TP": 75551, + "n_pred": 83752, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.959081893801355, + "FN": 6020, + "FP": 11743, + "IoU": 0.9213807388785369, + "TN": 135219573, + "TP": 208174, + "n_pred": 219917, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8206908564529789, + "FN": 16817, + "FP": 13036, + "IoU": 0.6959081602509907, + "TN": 135347339, + "TP": 68318, + "n_pred": 81354, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6926070038910506, + "FN": 1055, + "FP": 1157, + "IoU": 0.5297619047619048, + "TN": 135440806, + "TP": 2492, + "n_pred": 3649, + "n_ref": 3547 + }, + "12": { + "Dice": 0.702374498536268, + "FN": 2269, + "FP": 476, + "IoU": 0.5412767379679144, + "TN": 135439526, + "TP": 3239, + "n_pred": 3715, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7336410782469938, + "FN": 8390, + "FP": 14979, + "IoU": 0.5793310771889401, + "TN": 135389958, + "TP": 32183, + "n_pred": 47162, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9059450504690939, + "FN": 10675, + "FP": 16804, + "IoU": 0.8280617448488603, + "TN": 135285691, + "TP": 132340, + "n_pred": 149144, + "n_ref": 143015 + }, + "15": { + "Dice": 0.6746168537755625, + "FN": 15094, + "FP": 19831, + "IoU": 0.5089976100098411, + "TN": 135374380, + "TP": 36205, + "n_pred": 56036, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9115251911584851, + "FN": 26193, + "FP": 9399, + "IoU": 0.8374334286418986, + "TN": 135226572, + "TP": 183346, + "n_pred": 192745, + "n_ref": 209539 + }, + "3": { + "Dice": 0.913282746031462, + "FN": 22739, + "FP": 16025, + "IoU": 0.8404051216600107, + "TN": 135202620, + "TP": 204126, + "n_pred": 220151, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8324289421727739, + "FN": 3322, + "FP": 10173, + "IoU": 0.7129578423448335, + "TN": 135398496, + "TP": 33519, + "n_pred": 43692, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5752604222369575, + "FN": 14597, + "FP": 5260, + "IoU": 0.40376531347585876, + "TN": 135412206, + "TP": 13447, + "n_pred": 18707, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9631638103706884, + "FN": 56063, + "FP": 66804, + "IoU": 0.9289450156201025, + "TN": 133716328, + "TP": 1606315, + "n_pred": 1673119, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.7622384675767768, + "FN": 25156, + "FP": 83278, + "IoU": 0.6158201298149145, + "TN": 135163262, + "TP": 173814, + "n_pred": 257092, + "n_ref": 198970 + }, + "8": { + "Dice": 0.7931724250963139, + "FN": 88791, + "FP": 15950, + "IoU": 0.6572375719535701, + "TN": 135139931, + "TP": 200838, + "n_pred": 216788, + "n_ref": 289629 + }, + "9": { + "Dice": 0.858446410168327, + "FN": 18068, + "FP": 8304, + "IoU": 0.7519983449002238, + "TN": 135339172, + "TP": 79966, + "n_pred": 88270, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9303894829041327, + "FN": 23057, + "FP": 11832, + "IoU": 0.8698395051595622, + "TN": 105485959, + "TP": 233157, + "n_pred": 244989, + "n_ref": 256214 + }, + "10": { + "Dice": 0.2931157444309267, + "FN": 39524, + "FP": 61576, + "IoU": 0.1717256126035343, + "TN": 105631944, + "TP": 20961, + "n_pred": 82537, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7103969754253309, + "FN": 590, + "FP": 942, + "IoU": 0.5508648490178834, + "TN": 105750594, + "TP": 1879, + "n_pred": 2821, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6701285855588526, + "FN": 1694, + "FP": 974, + "IoU": 0.5039047973224247, + "TN": 105748627, + "TP": 2710, + "n_pred": 3684, + "n_ref": 4404 + }, + "13": { + "Dice": 0.4772711299227664, + "FN": 50344, + "FP": 16593, + "IoU": 0.3134314580234884, + "TN": 105656510, + "TP": 30558, + "n_pred": 47151, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9463637144709401, + "FN": 15158, + "FP": 5443, + "IoU": 0.8981882338987072, + "TN": 105551661, + "TP": 181743, + "n_pred": 187186, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8575120520848865, + "FN": 2051, + "FP": 6550, + "IoU": 0.7505655124412737, + "TN": 105719523, + "TP": 25881, + "n_pred": 32431, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9294555355101339, + "FN": 12242, + "FP": 9108, + "IoU": 0.8682082494845615, + "TN": 105592007, + "TP": 140648, + "n_pred": 149756, + "n_ref": 152890 + }, + "3": { + "Dice": 0.944323908174692, + "FN": 9550, + "FP": 9542, + "IoU": 0.8945205025358836, + "TN": 105573003, + "TP": 161910, + "n_pred": 171452, + "n_ref": 171460 + }, + "4": { + "Dice": 0.578166968152168, + "FN": 19759, + "FP": 11023, + "IoU": 0.40663492491855735, + "TN": 105702128, + "TP": 21095, + "n_pred": 32118, + "n_ref": 40854 + }, + "5": { + "Dice": 0.741444403848496, + "FN": 3233, + "FP": 3136, + "IoU": 0.5891232823688795, + "TN": 105738504, + "TP": 9132, + "n_pred": 12268, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9612455565247721, + "FN": 56653, + "FP": 62681, + "IoU": 0.9253828588293261, + "TN": 104154721, + "TP": 1479950, + "n_pred": 1542631, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.769859772675388, + "FN": 45814, + "FP": 87254, + "IoU": 0.6258309057575724, + "TN": 105398369, + "TP": 222568, + "n_pred": 309822, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8983058008365372, + "FN": 3620, + "FP": 15636, + "IoU": 0.8153857953673876, + "TN": 105649701, + "TP": 85048, + "n_pred": 100684, + "n_ref": 88668 + }, + "9": { + "Dice": 0.823950356482704, + "FN": 12401, + "FP": 14267, + "IoU": 0.7006084828344972, + "TN": 105664931, + "TP": 62406, + "n_pred": 76673, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9655238038597639, + "FN": 9731, + "FP": 7660, + "IoU": 0.93334559795794, + "TN": 96876967, + "TP": 243522, + "n_pred": 251182, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8308438548892961, + "FN": 14426, + "FP": 25539, + "IoU": 0.7106354941243764, + "TN": 96999767, + "TP": 98148, + "n_pred": 123687, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7192741270277702, + "FN": 945, + "FP": 1097, + "IoU": 0.5616144267926149, + "TN": 97133222, + "TP": 2616, + "n_pred": 3713, + "n_ref": 3561 + }, + "12": { + "Dice": 0.8197749891821722, + "FN": 729, + "FP": 937, + "IoU": 0.6945921173235564, + "TN": 97132425, + "TP": 3789, + "n_pred": 4726, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7387991695085633, + "FN": 10577, + "FP": 17226, + "IoU": 0.5857902656317506, + "TN": 97070757, + "TP": 39320, + "n_pred": 56546, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9279264680904233, + "FN": 26817, + "FP": 10100, + "IoU": 0.8655436781818513, + "TN": 96863315, + "TP": 237648, + "n_pred": 247748, + "n_ref": 264465 + }, + "15": { + "Dice": 0.4878860867101162, + "FN": 1711, + "FP": 41663, + "IoU": 0.32265167486530805, + "TN": 97073845, + "TP": 20661, + "n_pred": 62324, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9359823399558499, + "FN": 10591, + "FP": 6838, + "IoU": 0.8796680497925311, + "TN": 96993039, + "TP": 127412, + "n_pred": 134250, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9347738712702636, + "FN": 11940, + "FP": 8508, + "IoU": 0.8775356199579568, + "TN": 96970909, + "TP": 146523, + "n_pred": 155031, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9034649138142024, + "FN": 1656, + "FP": 3866, + "IoU": 0.8239270454690389, + "TN": 97106518, + "TP": 25840, + "n_pred": 29706, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8016291951775822, + "FN": 2332, + "FP": 3756, + "IoU": 0.6689325140029365, + "TN": 97119491, + "TP": 12301, + "n_pred": 16057, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9581353339703544, + "FN": 44888, + "FP": 82301, + "IoU": 0.919635116930908, + "TN": 95555236, + "TP": 1455455, + "n_pred": 1537756, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9404415986637203, + "FN": 11025, + "FP": 19782, + "IoU": 0.8875788229111928, + "TN": 96863848, + "TP": 243225, + "n_pred": 263007, + "n_ref": 254250 + }, + "8": { + "Dice": 0.929444837014962, + "FN": 7046, + "FP": 11326, + "IoU": 0.8681895797161757, + "TN": 96998498, + "TP": 121010, + "n_pred": 132336, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8240608276373655, + "FN": 6370, + "FP": 20194, + "IoU": 0.7007682429540181, + "TN": 97049106, + "TP": 62210, + "n_pred": 82404, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9665696272209833, + "FN": 3183, + "FP": 8599, + "IoU": 0.9353021284073187, + "TN": 130584684, + "TP": 170326, + "n_pred": 178925, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8412184655139454, + "FN": 13442, + "FP": 10645, + "IoU": 0.725950872083101, + "TN": 130678899, + "TP": 63806, + "n_pred": 74451, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7496202827433112, + "FN": 841, + "FP": 1302, + "IoU": 0.5995141095122407, + "TN": 130761441, + "TP": 3208, + "n_pred": 4510, + "n_ref": 4049 + }, + "12": { + "Dice": 0.7531862409209265, + "FN": 580, + "FP": 1221, + "IoU": 0.6040888107276324, + "TN": 130762243, + "TP": 2748, + "n_pred": 3969, + "n_ref": 3328 + }, + "13": { + "Dice": 0.7148002428860183, + "FN": 18400, + "FP": 15887, + "IoU": 0.5561783208636446, + "TN": 130689538, + "TP": 42967, + "n_pred": 58854, + "n_ref": 61367 + }, + "14": { + "Dice": 0.934414010422979, + "FN": 5230, + "FP": 16416, + "IoU": 0.8769015542273505, + "TN": 130590949, + "TP": 154197, + "n_pred": 170613, + "n_ref": 159427 + }, + "15": { + "Dice": 0.6351751446847396, + "FN": 2724, + "FP": 27219, + "IoU": 0.4653894909746648, + "TN": 130710783, + "TP": 26066, + "n_pred": 53285, + "n_ref": 28790 + }, + "2": { + "Dice": 0.8965374774609939, + "FN": 14432, + "FP": 20627, + "IoU": 0.8124765990222403, + "TN": 130579834, + "TP": 151899, + "n_pred": 172526, + "n_ref": 166331 + }, + "3": { + "Dice": 0.8885517013524551, + "FN": 20823, + "FP": 15608, + "IoU": 0.799453921908631, + "TN": 130585133, + "TP": 145228, + "n_pred": 160836, + "n_ref": 166051 + }, + "4": { + "Dice": 0.7129902340722368, + "FN": 11538, + "FP": 3274, + "IoU": 0.5539897621198434, + "TN": 130733582, + "TP": 18398, + "n_pred": 21672, + "n_ref": 29936 + }, + "5": { + "Dice": 0.7290175019888624, + "FN": 9316, + "FP": 7034, + "IoU": 0.5735857914091229, + "TN": 130728449, + "TP": 21993, + "n_pred": 29027, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9617384108406851, + "FN": 35471, + "FP": 68097, + "IoU": 0.9262968223830846, + "TN": 129361588, + "TP": 1301636, + "n_pred": 1369733, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9160342997573296, + "FN": 29569, + "FP": 46691, + "IoU": 0.8450768318151161, + "TN": 130274548, + "TP": 415984, + "n_pred": 462675, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8889834342662887, + "FN": 16045, + "FP": 37447, + "IoU": 0.8001531765453085, + "TN": 130499127, + "TP": 214173, + "n_pred": 251620, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8768090007712355, + "FN": 15057, + "FP": 9382, + "IoU": 0.780641049806572, + "TN": 130655381, + "TP": 86972, + "n_pred": 96354, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8042862633697222, + "FN": 18793, + "FP": 69807, + "IoU": 0.6726411504114155, + "TN": 71965357, + "TP": 182051, + "n_pred": 251858, + "n_ref": 200844 + }, + "10": { + "Dice": 0.5124807467550059, + "FN": 29557, + "FP": 33430, + "IoU": 0.3445204125170408, + "TN": 72139915, + "TP": 33106, + "n_pred": 66536, + "n_ref": 62663 + }, + "11": { + "Dice": 0.6456024522518274, + "FN": 1318, + "FP": 185, + "IoU": 0.4766713091922006, + "TN": 72233136, + "TP": 1369, + "n_pred": 1554, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6225482856715077, + "FN": 1992, + "FP": 529, + "IoU": 0.4519565217391304, + "TN": 72231408, + "TP": 2079, + "n_pred": 2608, + "n_ref": 4071 + }, + "13": { + "Dice": 0.5810957696827262, + "FN": 30877, + "FP": 26161, + "IoU": 0.4095384010186441, + "TN": 72139409, + "TP": 39561, + "n_pred": 65722, + "n_ref": 70438 + }, + "14": { + "Dice": 0.20263999157769494, + "FN": 13214, + "FP": 463935, + "IoU": 0.1127431291606233, + "TN": 71698228, + "TP": 60631, + "n_pred": 524566, + "n_ref": 73845 + }, + "15": { + "Dice": 0.27095352000375217, + "FN": 5208, + "FP": 119144, + "IoU": 0.15670690356706904, + "TN": 72088548, + "TP": 23108, + "n_pred": 142252, + "n_ref": 28316 + }, + "2": { + "Dice": 0.7293360856415919, + "FN": 51331, + "FP": 5051, + "IoU": 0.5739803243014523, + "TN": 72103662, + "TP": 75964, + "n_pred": 81015, + "n_ref": 127295 + }, + "3": { + "Dice": 0.8107171611141119, + "FN": 9146, + "FP": 65146, + "IoU": 0.6816857475834647, + "TN": 72002616, + "TP": 159100, + "n_pred": 224246, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 11274, + "IoU": 0.0, + "TN": 72224734, + "TP": 0, + "n_pred": 11274, + "n_ref": 0 + }, + "5": { + "Dice": 0.8537664580185624, + "FN": 316, + "FP": 2394, + "IoU": 0.7448451181621316, + "TN": 72225387, + "TP": 7911, + "n_pred": 10305, + "n_ref": 8227 + }, + "6": { + "Dice": 0.8256638039653917, + "FN": 208085, + "FP": 342464, + "IoU": 0.7030898023525275, + "TN": 70381747, + "TP": 1303712, + "n_pred": 1646176, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.5286304345921702, + "FN": 97882, + "FP": 332584, + "IoU": 0.3592778096138246, + "TN": 71564163, + "TP": 241379, + "n_pred": 573963, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9291652810109744, + "FN": 4714, + "FP": 4871, + "IoU": 0.8677018633540373, + "TN": 72163558, + "TP": 62865, + "n_pred": 67736, + "n_ref": 67579 + }, + "9": { + "Dice": 0.6631688462786249, + "FN": 19980, + "FP": 10129, + "IoU": 0.4960752481213075, + "TN": 72176259, + "TP": 29640, + "n_pred": 39769, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7116383718551851, + "FN": 19408, + "FP": 36984, + "IoU": 0.552359179526259, + "TN": 52427144, + "TP": 69584, + "n_pred": 106568, + "n_ref": 88992 + }, + "10": { + "Dice": 0.33138171381713816, + "FN": 37081, + "FP": 3688, + "IoU": 0.19859647743355874, + "TN": 52502248, + "TP": 10103, + "n_pred": 13791, + "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": 0.16136567834681043, + "FN": 3617, + "FP": 1050, + "IoU": 0.08776387802971071, + "TN": 52548004, + "TP": 449, + "n_pred": 1499, + "n_ref": 4066 + }, + "13": { + "Dice": 0.4470963682128731, + "FN": 11668, + "FP": 12934, + "IoU": 0.2879099250340097, + "TN": 52518571, + "TP": 9947, + "n_pred": 22881, + "n_ref": 21615 + }, + "14": { + "Dice": 0.6068794533105546, + "FN": 26708, + "FP": 11030, + "IoU": 0.4356259440381653, + "TN": 52486253, + "TP": 29129, + "n_pred": 40159, + "n_ref": 55837 + }, + "15": { + "Dice": 0.19862496319151932, + "FN": 17512, + "FP": 45081, + "IoU": 0.11026297085998578, + "TN": 52482770, + "TP": 7757, + "n_pred": 52838, + "n_ref": 25269 + }, + "2": { + "Dice": 0.6215538847117794, + "FN": 68488, + "FP": 12599, + "IoU": 0.4509090909090909, + "TN": 52405445, + "TP": 66588, + "n_pred": 79187, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7985943622454268, + "FN": 27534, + "FP": 30754, + "IoU": 0.6647166761577709, + "TN": 52379273, + "TP": 115559, + "n_pred": 146313, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 677, + "IoU": 0.0, + "TN": 52550563, + "TP": 0, + "n_pred": 677, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7480507908220093, + "FN": 1245, + "FP": 2148, + "IoU": 0.597508896797153, + "TN": 52544690, + "TP": 5037, + "n_pred": 7185, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9293667566504942, + "FN": 67239, + "FP": 40012, + "IoU": 0.8680533342519278, + "TN": 51740284, + "TP": 705585, + "n_pred": 745597, + "n_ref": 772824 + }, + "7": { + "Dice": 0.5109800930461218, + "FN": 122386, + "FP": 12895, + "IoU": 0.343165387285819, + "TN": 52347161, + "TP": 70678, + "n_pred": 83573, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8871187276763285, + "FN": 10976, + "FP": 1381, + "IoU": 0.7971369001690937, + "TN": 52492207, + "TP": 48556, + "n_pred": 49937, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8423557880880994, + "FN": 14736, + "FP": 8977, + "IoU": 0.7276465250898733, + "TN": 52466053, + "TP": 63354, + "n_pred": 72331, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9438627488550253, + "FN": 14400, + "FP": 18707, + "IoU": 0.8936932655597263, + "TN": 143825821, + "TP": 278322, + "n_pred": 297029, + "n_ref": 292722 + }, + "10": { + "Dice": 0.8272084670848616, + "FN": 22388, + "FP": 9317, + "IoU": 0.7053329120041637, + "TN": 144029654, + "TP": 75891, + "n_pred": 85208, + "n_ref": 98279 + }, + "11": { + "Dice": 0.6777284826974268, + "FN": 2800, + "FP": 832, + "IoU": 0.51254865118776, + "TN": 144129799, + "TP": 3819, + "n_pred": 4651, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6345279627867639, + "FN": 2645, + "FP": 812, + "IoU": 0.4646949519975225, + "TN": 144130792, + "TP": 3001, + "n_pred": 3813, + "n_ref": 5646 + }, + "13": { + "Dice": 0.7954939512156677, + "FN": 23552, + "FP": 17966, + "IoU": 0.6604316782124368, + "TN": 144014983, + "TP": 80749, + "n_pred": 98715, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9585702381215755, + "FN": 20137, + "FP": 13571, + "IoU": 0.9204367622379108, + "TN": 143713587, + "TP": 389955, + "n_pred": 403526, + "n_ref": 410092 + }, + "15": { + "Dice": 0.5187844157112682, + "FN": 1421, + "FP": 37992, + "IoU": 0.35024234231263807, + "TN": 144076592, + "TP": 21245, + "n_pred": 59237, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9430205587010705, + "FN": 7125, + "FP": 8695, + "IoU": 0.8921843905896464, + "TN": 143990518, + "TP": 130912, + "n_pred": 139607, + "n_ref": 138037 + }, + "3": { + "Dice": 0.945165547376756, + "FN": 13051, + "FP": 5647, + "IoU": 0.8960321167233825, + "TN": 143957406, + "TP": 161146, + "n_pred": 166793, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9169317712187761, + "FN": 3468, + "FP": 5175, + "IoU": 0.8466057325405981, + "TN": 144080905, + "TP": 47702, + "n_pred": 52877, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7802595684880549, + "FN": 8535, + "FP": 4756, + "IoU": 0.6396931251355454, + "TN": 144100362, + "TP": 23597, + "n_pred": 28353, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9070043595029275, + "FN": 36417, + "FP": 234709, + "IoU": 0.8298334649262097, + "TN": 142543952, + "TP": 1322172, + "n_pred": 1556881, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9146657842747581, + "FN": 15486, + "FP": 28097, + "IoU": 0.8427503445688019, + "TN": 143860092, + "TP": 233575, + "n_pred": 261672, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8174264044335291, + "FN": 44227, + "FP": 38364, + "IoU": 0.6912266665669711, + "TN": 143869769, + "TP": 184890, + "n_pred": 223254, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8852277591589146, + "FN": 9672, + "FP": 12314, + "IoU": 0.7940884484986982, + "TN": 144030476, + "TP": 84788, + "n_pred": 97102, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8942498318981411, + "FN": 7874, + "FP": 40880, + "IoU": 0.8087268333254869, + "TN": 111524028, + "TP": 206138, + "n_pred": 247018, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6497307207516901, + "FN": 17651, + "FP": 12917, + "IoU": 0.48118603506508933, + "TN": 111720001, + "TP": 28351, + "n_pred": 41268, + "n_ref": 46002 + }, + "11": { + "Dice": 0.6998425196850394, + "FN": 1573, + "FP": 333, + "IoU": 0.5382751937984496, + "TN": 111774792, + "TP": 2222, + "n_pred": 2555, + "n_ref": 3795 + }, + "12": { + "Dice": 0.6825673321720488, + "FN": 2113, + "FP": 256, + "IoU": 0.5181041497152156, + "TN": 111774004, + "TP": 2547, + "n_pred": 2803, + "n_ref": 4660 + }, + "13": { + "Dice": 0.6906434756782344, + "FN": 15737, + "FP": 17594, + "IoU": 0.5274678537505139, + "TN": 111708383, + "TP": 37206, + "n_pred": 54800, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7293780195791415, + "FN": 5773, + "FP": 58195, + "IoU": 0.5740322698790046, + "TN": 111628749, + "TP": 86203, + "n_pred": 144398, + "n_ref": 91976 + }, + "15": { + "Dice": 0.5047960010807889, + "FN": 3259, + "FP": 11403, + "IoU": 0.3376101197199006, + "TN": 111756785, + "TP": 7473, + "n_pred": 18876, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9304263943711183, + "FN": 22567, + "FP": 4912, + "IoU": 0.8699040341632698, + "TN": 111567699, + "TP": 183742, + "n_pred": 188654, + "n_ref": 206309 + }, + "3": { + "Dice": 0.8488778966006661, + "FN": 3032, + "FP": 18476, + "IoU": 0.7374351461881218, + "TN": 111697005, + "TP": 60407, + "n_pred": 78883, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8674013508709563, + "FN": 1599, + "FP": 3623, + "IoU": 0.7658505963590709, + "TN": 111756618, + "TP": 17080, + "n_pred": 20703, + "n_ref": 18679 + }, + "5": { + "Dice": 0.6610337343812553, + "FN": 10730, + "FP": 5357, + "IoU": 0.49368961067573097, + "TN": 111747147, + "TP": 15686, + "n_pred": 21043, + "n_ref": 26416 + }, + "6": { + "Dice": 0.966624771828801, + "FN": 44597, + "FP": 37590, + "IoU": 0.9354054030688073, + "TN": 110506569, + "TP": 1190164, + "n_pred": 1227754, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.8367080430067833, + "FN": 57069, + "FP": 13705, + "IoU": 0.7192588567099172, + "TN": 111526823, + "TP": 181323, + "n_pred": 195028, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8366708632047416, + "FN": 54282, + "FP": 32769, + "IoU": 0.7192039094882505, + "TN": 111468905, + "TP": 222964, + "n_pred": 255733, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8425534154992137, + "FN": 16318, + "FP": 7609, + "IoU": 0.7279415108928002, + "TN": 111690972, + "TP": 64021, + "n_pred": 71630, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9237194243718686, + "FN": 15331, + "FP": 9455, + "IoU": 0.8582515054987161, + "TN": 198913016, + "TP": 150073, + "n_pred": 159528, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7522943324232756, + "FN": 17386, + "FP": 12736, + "IoU": 0.6029421457100299, + "TN": 199012012, + "TP": 45741, + "n_pred": 58477, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7379997708786803, + "FN": 1214, + "FP": 1073, + "IoU": 0.5847857661583151, + "TN": 199082367, + "TP": 3221, + "n_pred": 4294, + "n_ref": 4435 + }, + "12": { + "Dice": 0.693853427895981, + "FN": 987, + "FP": 1085, + "IoU": 0.5312217194570136, + "TN": 199083455, + "TP": 2348, + "n_pred": 3433, + "n_ref": 3335 + }, + "13": { + "Dice": 0.3799333836098542, + "FN": 23503, + "FP": 15963, + "IoU": 0.23451713637333438, + "TN": 199036318, + "TP": 12091, + "n_pred": 28054, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5843239227340268, + "FN": 21780, + "FP": 14028, + "IoU": 0.41275255838362634, + "TN": 199026899, + "TP": 25168, + "n_pred": 39196, + "n_ref": 46948 + }, + "15": { + "Dice": 0.7421866609386747, + "FN": 55640, + "FP": 1972, + "IoU": 0.5900610511036161, + "TN": 198947337, + "TP": 82926, + "n_pred": 84898, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9342492345629045, + "FN": 4930, + "FP": 12615, + "IoU": 0.8766113662416575, + "TN": 198945682, + "TP": 124648, + "n_pred": 137263, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9540724963802869, + "FN": 8031, + "FP": 4562, + "IoU": 0.912178418751264, + "TN": 198944482, + "TP": 130800, + "n_pred": 135362, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7897378694924707, + "FN": 2252, + "FP": 5665, + "IoU": 0.6525345622119816, + "TN": 199065090, + "TP": 14868, + "n_pred": 20533, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6604034263608731, + "FN": 8118, + "FP": 4172, + "IoU": 0.492986798679868, + "TN": 199063635, + "TP": 11950, + "n_pred": 16122, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9570736157690062, + "FN": 46165, + "FP": 53302, + "IoU": 0.9176808931482815, + "TN": 197879565, + "TP": 1108843, + "n_pred": 1162145, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8478604045381078, + "FN": 21097, + "FP": 27380, + "IoU": 0.7359007605308462, + "TN": 198904319, + "TP": 135079, + "n_pred": 162459, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8722825385072365, + "FN": 17042, + "FP": 12626, + "IoU": 0.7734938655224803, + "TN": 198956894, + "TP": 101313, + "n_pred": 113939, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8929110987650711, + "FN": 11789, + "FP": 10185, + "IoU": 0.80653965347232, + "TN": 198974291, + "TP": 91610, + "n_pred": 101795, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9342492162882439, + "FN": 11374, + "FP": 12977, + "IoU": 0.8766113340629941, + "TN": 130877840, + "TP": 173001, + "n_pred": 185978, + "n_ref": 184375 + }, + "10": { + "Dice": 0.7706102445483465, + "FN": 12592, + "FP": 29159, + "IoU": 0.6268233821952092, + "TN": 130963312, + "TP": 70129, + "n_pred": 99288, + "n_ref": 82721 + }, + "11": { + "Dice": 0.7042419945645753, + "FN": 1091, + "FP": 1412, + "IoU": 0.543498084989969, + "TN": 131069709, + "TP": 2980, + "n_pred": 4392, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7432380216383307, + "FN": 788, + "FP": 1870, + "IoU": 0.591391237509608, + "TN": 131068687, + "TP": 3847, + "n_pred": 5717, + "n_ref": 4635 + }, + "13": { + "Dice": 0.5378358392901158, + "FN": 48700, + "FP": 22550, + "IoU": 0.36783546864463923, + "TN": 130962484, + "TP": 41458, + "n_pred": 64008, + "n_ref": 90158 + }, + "14": { + "Dice": 0.3271468324635175, + "FN": 8941, + "FP": 187156, + "IoU": 0.19556219207528439, + "TN": 130831423, + "TP": 47672, + "n_pred": 234828, + "n_ref": 56613 + }, + "15": { + "Dice": 0.5283785803237858, + "FN": 1061, + "FP": 46278, + "IoU": 0.3590451819055743, + "TN": 131001335, + "TP": 26518, + "n_pred": 72796, + "n_ref": 27579 + }, + "2": { + "Dice": 0.8974934434533924, + "FN": 20291, + "FP": 11681, + "IoU": 0.8140481688060162, + "TN": 130903255, + "TP": 139965, + "n_pred": 151646, + "n_ref": 160256 + }, + "3": { + "Dice": 0.8560125444161524, + "FN": 11558, + "FP": 48496, + "IoU": 0.7482709187394683, + "TN": 130836626, + "TP": 178512, + "n_pred": 227008, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8206827356091188, + "FN": 20322, + "FP": 2733, + "IoU": 0.6958964821336711, + "TN": 130999379, + "TP": 52758, + "n_pred": 55491, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7428103644646925, + "FN": 4264, + "FP": 2962, + "IoU": 0.5908498952494197, + "TN": 131057531, + "TP": 10435, + "n_pred": 13397, + "n_ref": 14699 + }, + "6": { + "Dice": 0.852623458637257, + "FN": 43293, + "FP": 449217, + "IoU": 0.7431069295042352, + "TN": 129158013, + "TP": 1424669, + "n_pred": 1873886, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.6210400583599881, + "FN": 196143, + "FP": 512946, + "IoU": 0.45036845495408556, + "TN": 129785075, + "TP": 581028, + "n_pred": 1093974, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8840544062849905, + "FN": 7781, + "FP": 23802, + "IoU": 0.7922020672548671, + "TN": 130923203, + "TP": 120406, + "n_pred": 144208, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6992341302144768, + "FN": 23454, + "FP": 12754, + "IoU": 0.5375557173327202, + "TN": 130996895, + "TP": 42089, + "n_pred": 54843, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7982735077375868, + "FN": 4791, + "FP": 101722, + "IoU": 0.6642722057618358, + "TN": 101299940, + "TP": 210747, + "n_pred": 312469, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8405359121587589, + "FN": 8275, + "FP": 5972, + "IoU": 0.7249348392701999, + "TN": 101565405, + "TP": 37548, + "n_pred": 43520, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8152440821137413, + "FN": 809, + "FP": 1072, + "IoU": 0.6881114243077433, + "TN": 101611169, + "TP": 4150, + "n_pred": 5222, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7968500585293179, + "FN": 1746, + "FP": 163, + "IoU": 0.6623032018397311, + "TN": 101611547, + "TP": 3744, + "n_pred": 3907, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7587623989238251, + "FN": 8756, + "FP": 23882, + "IoU": 0.6112950479956173, + "TN": 101533234, + "TP": 51328, + "n_pred": 75210, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8972534720678258, + "FN": 1235, + "FP": 12629, + "IoU": 0.8136534093200177, + "TN": 101542801, + "TP": 60535, + "n_pred": 73164, + "n_ref": 61770 + }, + "15": { + "Dice": 0.8635790888471985, + "FN": 2425, + "FP": 7319, + "IoU": 0.7599112972773192, + "TN": 101576615, + "TP": 30841, + "n_pred": 38160, + "n_ref": 33266 + }, + "2": { + "Dice": 0.7496065113509068, + "FN": 66614, + "FP": 4020, + "IoU": 0.5994964930285831, + "TN": 101440837, + "TP": 105729, + "n_pred": 109749, + "n_ref": 172343 + }, + "3": { + "Dice": 0.826119500457144, + "FN": 8525, + "FP": 60701, + "IoU": 0.7037509361292393, + "TN": 101383525, + "TP": 164449, + "n_pred": 225150, + "n_ref": 172974 + }, + "4": { + "Dice": 0.32543433619087975, + "FN": 1237, + "FP": 60848, + "IoU": 0.19433954918830537, + "TN": 101540139, + "TP": 14976, + "n_pred": 75824, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7750132520540683, + "FN": 6978, + "FP": 6604, + "IoU": 0.6326707234617985, + "TN": 101580225, + "TP": 23393, + "n_pred": 29997, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8947218662573706, + "FN": 241338, + "FP": 62796, + "IoU": 0.8094992915744336, + "TN": 100020702, + "TP": 1292364, + "n_pred": 1355160, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9213876050223611, + "FN": 33913, + "FP": 33305, + "IoU": 0.8542342080553068, + "TN": 101156063, + "TP": 393919, + "n_pred": 427224, + "n_ref": 427832 + }, + "8": { + "Dice": 0.8409054993678887, + "FN": 61664, + "FP": 2768, + "IoU": 0.7254848495177068, + "TN": 101382488, + "TP": 170280, + "n_pred": 173048, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9091523614693587, + "FN": 4336, + "FP": 10985, + "IoU": 0.8334366132872378, + "TN": 101525217, + "TP": 76662, + "n_pred": 87647, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9688958156676788, + "FN": 7058, + "FP": 6074, + "IoU": 0.9396682026802902, + "TN": 118964549, + "TP": 204531, + "n_pred": 210605, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7714106398738007, + "FN": 12531, + "FP": 27898, + "IoU": 0.6278832170535501, + "TN": 119073566, + "TP": 68217, + "n_pred": 96115, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6347078168479636, + "FN": 1529, + "FP": 1359, + "IoU": 0.46488790068556607, + "TN": 119176815, + "TP": 2509, + "n_pred": 3868, + "n_ref": 4038 + }, + "12": { + "Dice": 0.62751677852349, + "FN": 1704, + "FP": 1182, + "IoU": 0.4572127139364303, + "TN": 119176895, + "TP": 2431, + "n_pred": 3613, + "n_ref": 4135 + }, + "13": { + "Dice": 0.7328067403896787, + "FN": 5243, + "FP": 15053, + "IoU": 0.5782912234042553, + "TN": 119134084, + "TP": 27832, + "n_pred": 42885, + "n_ref": 33075 + }, + "14": { + "Dice": 0.42045207563573134, + "FN": 42653, + "FP": 21343, + "IoU": 0.26618507051943585, + "TN": 119095002, + "TP": 23214, + "n_pred": 44557, + "n_ref": 65867 + }, + "15": { + "Dice": 0.37301839120982433, + "FN": 4849, + "FP": 48504, + "IoU": 0.22927019530798567, + "TN": 119112988, + "TP": 15871, + "n_pred": 64375, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9373382214662286, + "FN": 16046, + "FP": 7678, + "IoU": 0.8820663737050367, + "TN": 118981048, + "TP": 177440, + "n_pred": 185118, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9413073006441979, + "FN": 19244, + "FP": 2923, + "IoU": 0.8891223120901547, + "TN": 118982289, + "TP": 177756, + "n_pred": 180679, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8347792324399093, + "FN": 8937, + "FP": 4680, + "IoU": 0.7164129370847825, + "TN": 119134195, + "TP": 34400, + "n_pred": 39080, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8769481965266439, + "FN": 2952, + "FP": 1193, + "IoU": 0.7808617499339149, + "TN": 119163297, + "TP": 14770, + "n_pred": 15963, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9680960566570226, + "FN": 48804, + "FP": 62592, + "IoU": 0.9381648969387194, + "TN": 117380711, + "TP": 1690105, + "n_pred": 1752697, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.8745237456399249, + "FN": 36878, + "FP": 37946, + "IoU": 0.7770254967637348, + "TN": 118846640, + "TP": 260748, + "n_pred": 298694, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9566596194503171, + "FN": 3429, + "FP": 3705, + "IoU": 0.916919959473151, + "TN": 119096343, + "TP": 78735, + "n_pred": 82440, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9319071379485494, + "FN": 7546, + "FP": 3849, + "IoU": 0.8724963634329194, + "TN": 119092842, + "TP": 77975, + "n_pred": 81824, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 38319, + "IoU": 0.0, + "TN": 61294161, + "TP": 0, + "n_pred": 38319, + "n_ref": 0 + }, + "10": { + "Dice": 0.6613657863114566, + "FN": 8560, + "FP": 17930, + "IoU": 0.49406012452729287, + "TN": 61280122, + "TP": 25868, + "n_pred": 43798, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8381207400194742, + "FN": 421, + "FP": 909, + "IoU": 0.7213492562329772, + "TN": 61327707, + "TP": 3443, + "n_pred": 4352, + "n_ref": 3864 + }, + "12": { + "Dice": 0.6280446164352379, + "FN": 2091, + "FP": 1177, + "IoU": 0.4577733532437365, + "TN": 61326453, + "TP": 2759, + "n_pred": 3936, + "n_ref": 4850 + }, + "13": { + "Dice": 0.5361772820315049, + "FN": 25585, + "FP": 21320, + "IoU": 0.3662856679636835, + "TN": 61258464, + "TP": 27111, + "n_pred": 48431, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9516521075777067, + "FN": 16089, + "FP": 9769, + "IoU": 0.9077636483618399, + "TN": 61052135, + "TP": 254487, + "n_pred": 264256, + "n_ref": 270576 + }, + "15": { + "Dice": 0.7165449558187049, + "FN": 28611, + "FP": 26468, + "IoU": 0.5582937704497337, + "TN": 61207784, + "TP": 69617, + "n_pred": 96085, + "n_ref": 98228 + }, + "2": { + "Dice": 0.8534572938821036, + "FN": 37748, + "FP": 4558, + "IoU": 0.7443746223564954, + "TN": 61166980, + "TP": 123194, + "n_pred": 127752, + "n_ref": 160942 + }, + "3": { + "Dice": 0.8631963636873782, + "FN": 5586, + "FP": 33420, + "IoU": 0.7593187918427792, + "TN": 61170415, + "TP": 123059, + "n_pred": 156479, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9339015685169532, + "FN": 2416, + "FP": 3214, + "IoU": 0.875999383300663, + "TN": 61287077, + "TP": 39773, + "n_pred": 42987, + "n_ref": 42189 + }, + "5": { + "Dice": 0.8012566307874542, + "FN": 793, + "FP": 3066, + "IoU": 0.6684138168070115, + "TN": 61320842, + "TP": 7779, + "n_pred": 10845, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9594312474853615, + "FN": 31667, + "FP": 67652, + "IoU": 0.9220258105644629, + "TN": 60058738, + "TP": 1174423, + "n_pred": 1242075, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.5342809930787881, + "FN": 125334, + "FP": 12204, + "IoU": 0.36451802190998517, + "TN": 61116049, + "TP": 78893, + "n_pred": 91097, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9461984038179784, + "FN": 5684, + "FP": 3019, + "IoU": 0.8978904636756148, + "TN": 61247248, + "TP": 76529, + "n_pred": 79548, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8734247230651937, + "FN": 4948, + "FP": 11986, + "IoU": 0.775291932059448, + "TN": 61257120, + "TP": 58426, + "n_pred": 70412, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9746556612619269, + "FN": 3044, + "FP": 6011, + "IoU": 0.9505642391915574, + "TN": 148924333, + "TP": 174112, + "n_pred": 180123, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8210198591815334, + "FN": 9776, + "FP": 17703, + "IoU": 0.6963814153914148, + "TN": 149016995, + "TP": 63026, + "n_pred": 80729, + "n_ref": 72802 + }, + "11": { + "Dice": 0.799845141308556, + "FN": 538, + "FP": 496, + "IoU": 0.6664516129032259, + "TN": 149104400, + "TP": 2066, + "n_pred": 2562, + "n_ref": 2604 + }, + "12": { + "Dice": 0.5665948938788066, + "FN": 1176, + "FP": 233, + "IoU": 0.39527896995708156, + "TN": 149105170, + "TP": 921, + "n_pred": 1154, + "n_ref": 2097 + }, + "13": { + "Dice": 0.704664617052869, + "FN": 27181, + "FP": 20754, + "IoU": 0.5440016742610896, + "TN": 149002379, + "TP": 57186, + "n_pred": 77940, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9169363197743858, + "FN": 5930, + "FP": 9857, + "IoU": 0.8466134877529804, + "TN": 149004577, + "TP": 87136, + "n_pred": 96993, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8100417839949132, + "FN": 2372, + "FP": 14358, + "IoU": 0.6807312837541268, + "TN": 149055099, + "TP": 35671, + "n_pred": 50029, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9455272026370874, + "FN": 2971, + "FP": 14777, + "IoU": 0.8966824037582736, + "TN": 148935719, + "TP": 154033, + "n_pred": 168810, + "n_ref": 157004 + }, + "3": { + "Dice": 0.7843647502100783, + "FN": 16682, + "FP": 7183, + "IoU": 0.6452303438433751, + "TN": 149040231, + "TP": 43404, + "n_pred": 50587, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9122732699195132, + "FN": 2144, + "FP": 2412, + "IoU": 0.8386971145335458, + "TN": 149079255, + "TP": 23689, + "n_pred": 26101, + "n_ref": 25833 + }, + "5": { + "Dice": 0.47751012577275637, + "FN": 22516, + "FP": 1994, + "IoU": 0.313637636516382, + "TN": 149071790, + "TP": 11200, + "n_pred": 13194, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9724136684470713, + "FN": 30091, + "FP": 30957, + "IoU": 0.9463084887257325, + "TN": 147970486, + "TP": 1075966, + "n_pred": 1106923, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.9128686582039646, + "FN": 35159, + "FP": 10651, + "IoU": 0.839704112196624, + "TN": 148821716, + "TP": 239974, + "n_pred": 250625, + "n_ref": 275133 + }, + "8": { + "Dice": 0.8907786764003113, + "FN": 33346, + "FP": 14650, + "IoU": 0.8030666715904102, + "TN": 148863783, + "TP": 195721, + "n_pred": 210371, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8759483312876264, + "FN": 12554, + "FP": 8670, + "IoU": 0.779277639693418, + "TN": 149011343, + "TP": 74933, + "n_pred": 83603, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8461915888580652, + "FN": 108957, + "FP": 38690, + "IoU": 0.7333900331170075, + "TN": 100159006, + "TP": 406147, + "n_pred": 444837, + "n_ref": 515104 + }, + "10": { + "Dice": 0.4046104427788625, + "FN": 22411, + "FP": 24854, + "IoU": 0.25361231741018553, + "TN": 100649475, + "TP": 16060, + "n_pred": 40914, + "n_ref": 38471 + }, + "11": { + "Dice": 0.42764906950246867, + "FN": 2355, + "FP": 659, + "IoU": 0.2719806763285024, + "TN": 100708660, + "TP": 1126, + "n_pred": 1785, + "n_ref": 3481 + }, + "12": { + "Dice": 0.6012738853503184, + "FN": 2805, + "FP": 1264, + "IoU": 0.42987249544626593, + "TN": 100705663, + "TP": 3068, + "n_pred": 4332, + "n_ref": 5873 + }, + "13": { + "Dice": 0.008430232558139536, + "FN": 38952, + "FP": 8802, + "IoU": 0.004232958692161728, + "TN": 100664843, + "TP": 203, + "n_pred": 9005, + "n_ref": 39155 + }, + "14": { + "Dice": 0.6230240838198449, + "FN": 23968, + "FP": 133263, + "IoU": 0.4524582285710306, + "TN": 100425642, + "TP": 129927, + "n_pred": 263190, + "n_ref": 153895 + }, + "15": { + "Dice": 0.767087081517203, + "FN": 12551, + "FP": 37679, + "IoU": 0.622174583474369, + "TN": 100579855, + "TP": 82715, + "n_pred": 120394, + "n_ref": 95266 + }, + "2": { + "Dice": 0.1485265256717108, + "FN": 214198, + "FP": 3167, + "IoU": 0.08022071486905634, + "TN": 100476477, + "TP": 18958, + "n_pred": 22125, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6429311869747566, + "FN": 21133, + "FP": 204141, + "IoU": 0.47376461738996367, + "TN": 100284714, + "TP": 202812, + "n_pred": 406953, + "n_ref": 223945 + }, + "4": { + "Dice": 0.43494507256835857, + "FN": 30531, + "FP": 39937, + "IoU": 0.2779104202317884, + "TN": 100615211, + "TP": 27121, + "n_pred": 67058, + "n_ref": 57652 + }, + "5": { + "Dice": 0.5061962987442168, + "FN": 10346, + "FP": 1608, + "IoU": 0.3388640008849068, + "TN": 100694719, + "TP": 6127, + "n_pred": 7735, + "n_ref": 16473 + }, + "6": { + "Dice": 0.5580428516889308, + "FN": 1171096, + "FP": 265533, + "IoU": 0.38700376938562514, + "TN": 98369182, + "TP": 906989, + "n_pred": 1172522, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.6868769329117642, + "FN": 13275, + "FP": 131711, + "IoU": 0.5230864875710917, + "TN": 100408791, + "TP": 159023, + "n_pred": 290734, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9388841400023102, + "FN": 4401, + "FP": 8826, + "IoU": 0.8848083186734712, + "TN": 100597974, + "TP": 101599, + "n_pred": 110425, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7843390569111962, + "FN": 20501, + "FP": 24237, + "IoU": 0.6451955714874853, + "TN": 100586708, + "TP": 81354, + "n_pred": 105591, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8935923523307652, + "FN": 763, + "FP": 17592, + "IoU": 0.8076520025988724, + "TN": 78855274, + "TP": 77071, + "n_pred": 94663, + "n_ref": 77834 + }, + "10": { + "Dice": 0.6201644741975251, + "FN": 19073, + "FP": 5268, + "IoU": 0.4494481136343074, + "TN": 78906488, + "TP": 19871, + "n_pred": 25139, + "n_ref": 38944 + }, + "11": { + "Dice": 0.4559629161399073, + "FN": 827, + "FP": 464, + "IoU": 0.2953056768558952, + "TN": 78948868, + "TP": 541, + "n_pred": 1005, + "n_ref": 1368 + }, + "12": { + "Dice": 0.45933774834437086, + "FN": 1693, + "FP": 348, + "IoU": 0.2981430536451169, + "TN": 78947792, + "TP": 867, + "n_pred": 1215, + "n_ref": 2560 + }, + "13": { + "Dice": 0.4381410483129377, + "FN": 40823, + "FP": 6835, + "IoU": 0.28052536231884057, + "TN": 78884460, + "TP": 18582, + "n_pred": 25417, + "n_ref": 59405 + }, + "14": { + "Dice": 0.23010481035130245, + "FN": 17159, + "FP": 50494, + "IoU": 0.1300104162648046, + "TN": 78872937, + "TP": 10110, + "n_pred": 60604, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9236538976694347, + "FN": 3951, + "FP": 5169, + "IoU": 0.8581383773021404, + "TN": 78886412, + "TP": 55168, + "n_pred": 60337, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8654073768604159, + "FN": 19327, + "FP": 5804, + "IoU": 0.7627472268114232, + "TN": 78844775, + "TP": 80794, + "n_pred": 86598, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9393186071780052, + "FN": 2117, + "FP": 8550, + "IoU": 0.885580357621719, + "TN": 78857473, + "TP": 82560, + "n_pred": 91110, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8995595192778292, + "FN": 586, + "FP": 3108, + "IoU": 0.81745404230085, + "TN": 78930464, + "TP": 16542, + "n_pred": 19650, + "n_ref": 17128 + }, + "5": { + "Dice": 0.48445243804956034, + "FN": 22677, + "FP": 3121, + "IoU": 0.31965505419446716, + "TN": 78912781, + "TP": 12121, + "n_pred": 15242, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9469842387512611, + "FN": 46745, + "FP": 27192, + "IoU": 0.8993068039439995, + "TN": 78216420, + "TP": 660343, + "n_pred": 687535, + "n_ref": 707088 + }, + "7": { + "Dice": 0.5436139488314139, + "FN": 439057, + "FP": 34538, + "IoU": 0.3732622599586317, + "TN": 78195049, + "TP": 282056, + "n_pred": 316594, + "n_ref": 721113 + }, + "8": { + "Dice": 0.7301642197755422, + "FN": 138985, + "FP": 3015, + "IoU": 0.5750068088697875, + "TN": 78616577, + "TP": 192123, + "n_pred": 195138, + "n_ref": 331108 + }, + "9": { + "Dice": 0.6901088386556632, + "FN": 25313, + "FP": 3188, + "IoU": 0.5268444119795471, + "TN": 78890464, + "TP": 31735, + "n_pred": 34923, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9729283215022062, + "FN": 3331, + "FP": 4731, + "IoU": 0.9472837601025292, + "TN": 104851508, + "TP": 144870, + "n_pred": 149601, + "n_ref": 148201 + }, + "10": { + "Dice": 0.7974317226606661, + "FN": 13523, + "FP": 23926, + "IoU": 0.6631072328175602, + "TN": 104893280, + "TP": 73711, + "n_pred": 97637, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8843426711612228, + "FN": 527, + "FP": 468, + "IoU": 0.7926651385705356, + "TN": 104999641, + "TP": 3804, + "n_pred": 4272, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7353783231083845, + "FN": 1237, + "FP": 1351, + "IoU": 0.5815006468305304, + "TN": 104998256, + "TP": 3596, + "n_pred": 4947, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8514610227492128, + "FN": 13872, + "FP": 8439, + "IoU": 0.7413427316043916, + "TN": 104918183, + "TP": 63946, + "n_pred": 72385, + "n_ref": 77818 + }, + "14": { + "Dice": 0.925613481418543, + "FN": 1451, + "FP": 9580, + "IoU": 0.8615274534909995, + "TN": 104924778, + "TP": 68631, + "n_pred": 78211, + "n_ref": 70082 + }, + "15": { + "Dice": 0.7670693832420039, + "FN": 773, + "FP": 13552, + "IoU": 0.6221512977421397, + "TN": 104966528, + "TP": 23587, + "n_pred": 37139, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8988237302291272, + "FN": 23311, + "FP": 9882, + "IoU": 0.8162396474600292, + "TN": 104823808, + "TP": 147439, + "n_pred": 157321, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8858407497834134, + "FN": 12949, + "FP": 23288, + "IoU": 0.795075524087971, + "TN": 104827609, + "TP": 140594, + "n_pred": 163882, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3650, + "IoU": 0.0, + "TN": 105000790, + "TP": 0, + "n_pred": 3650, + "n_ref": 0 + }, + "5": { + "Dice": 0.7011298709636001, + "FN": 8237, + "FP": 10385, + "IoU": 0.5397998270109972, + "TN": 104963975, + "TP": 21843, + "n_pred": 32228, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9573624170872316, + "FN": 22755, + "FP": 85301, + "IoU": 0.9182120736648418, + "TN": 103683267, + "TP": 1213117, + "n_pred": 1298418, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8611508125562437, + "FN": 10474, + "FP": 60347, + "IoU": 0.756158780329088, + "TN": 104714001, + "TP": 219618, + "n_pred": 279965, + "n_ref": 230092 + }, + "8": { + "Dice": 0.8012759282745577, + "FN": 115357, + "FP": 9055, + "IoU": 0.6684406755269393, + "TN": 104629207, + "TP": 250821, + "n_pred": 259876, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9042803697183098, + "FN": 11373, + "FP": 6025, + "IoU": 0.8252844475240764, + "TN": 104904861, + "TP": 82181, + "n_pred": 88206, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9693858997216456, + "FN": 20934, + "FP": 4153, + "IoU": 0.940590565818795, + "TN": 177254015, + "TP": 397186, + "n_pred": 401339, + "n_ref": 418120 + }, + "10": { + "Dice": 0.5883181675036878, + "FN": 36466, + "FP": 13210, + "IoU": 0.4167498326895305, + "TN": 177591117, + "TP": 35495, + "n_pred": 48705, + "n_ref": 71961 + }, + "11": { + "Dice": 0.8024471635150167, + "FN": 1136, + "FP": 640, + "IoU": 0.6700724503065205, + "TN": 177670905, + "TP": 3607, + "n_pred": 4247, + "n_ref": 4743 + }, + "12": { + "Dice": 0.7647058823529411, + "FN": 661, + "FP": 2131, + "IoU": 0.6190476190476191, + "TN": 177668959, + "TP": 4537, + "n_pred": 6668, + "n_ref": 5198 + }, + "13": { + "Dice": 0.7641038292538189, + "FN": 19784, + "FP": 15595, + "IoU": 0.6182589179740607, + "TN": 177583610, + "TP": 57299, + "n_pred": 72894, + "n_ref": 77083 + }, + "14": { + "Dice": 0.932760018238006, + "FN": 2598, + "FP": 8020, + "IoU": 0.8739927609327716, + "TN": 177592023, + "TP": 73647, + "n_pred": 81667, + "n_ref": 76245 + }, + "15": { + "Dice": 0.43778450717983786, + "FN": 761, + "FP": 56793, + "IoU": 0.2802331107275956, + "TN": 177596326, + "TP": 22408, + "n_pred": 79201, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9524035716513369, + "FN": 15867, + "FP": 3973, + "IoU": 0.9091321293951149, + "TN": 177457949, + "TP": 198499, + "n_pred": 202472, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9549808265663586, + "FN": 11177, + "FP": 7290, + "IoU": 0.913840483355495, + "TN": 177461953, + "TP": 195868, + "n_pred": 203158, + "n_ref": 207045 + }, + "4": { + "Dice": 0.8880400343489977, + "FN": 4443, + "FP": 3119, + "IoU": 0.7986259054111632, + "TN": 177638736, + "TP": 29990, + "n_pred": 33109, + "n_ref": 34433 + }, + "5": { + "Dice": 0.7261275904104023, + "FN": 9737, + "FP": 6439, + "IoU": 0.5700159489633174, + "TN": 177638668, + "TP": 21444, + "n_pred": 27883, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9303795927940207, + "FN": 123589, + "FP": 128135, + "IoU": 0.8698222159245464, + "TN": 175742594, + "TP": 1681970, + "n_pred": 1810105, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8196090242548025, + "FN": 19863, + "FP": 133465, + "IoU": 0.6943538548635309, + "TN": 177174636, + "TP": 348324, + "n_pred": 481789, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8449769594347908, + "FN": 28180, + "FP": 34662, + "IoU": 0.7315671893621293, + "TN": 177442181, + "TP": 171265, + "n_pred": 205927, + "n_ref": 199445 + }, + "9": { + "Dice": 0.8989926470032571, + "FN": 16263, + "FP": 10469, + "IoU": 0.8165182953196104, + "TN": 177530595, + "TP": 118961, + "n_pred": 129430, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9658093327154028, + "FN": 6799, + "FP": 5964, + "IoU": 0.93387937376312, + "TN": 193812509, + "TP": 180263, + "n_pred": 186227, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8834136000184345, + "FN": 10371, + "FP": 9867, + "IoU": 0.7911735267714342, + "TN": 193908622, + "TP": 76675, + "n_pred": 86542, + "n_ref": 87046 + }, + "11": { + "Dice": 0.7237742830712304, + "FN": 1156, + "FP": 337, + "IoU": 0.5671209046100318, + "TN": 194002086, + "TP": 1956, + "n_pred": 2293, + "n_ref": 3112 + }, + "12": { + "Dice": 0.8080357142857143, + "FN": 873, + "FP": 589, + "IoU": 0.6779026217228464, + "TN": 194000996, + "TP": 3077, + "n_pred": 3666, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7689095752641504, + "FN": 15500, + "FP": 15382, + "IoU": 0.6245760342333362, + "TN": 193923276, + "TP": 51377, + "n_pred": 66759, + "n_ref": 66877 + }, + "14": { + "Dice": 0.9131793333625553, + "FN": 2986, + "FP": 10879, + "IoU": 0.8402300042636061, + "TN": 193918754, + "TP": 72916, + "n_pred": 83795, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7211479569516143, + "FN": 361, + "FP": 15574, + "IoU": 0.5639025725232621, + "TN": 193968995, + "TP": 20605, + "n_pred": 36179, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9362757408337519, + "FN": 4682, + "FP": 13588, + "IoU": 0.8801865077022959, + "TN": 193853048, + "TP": 134217, + "n_pred": 147805, + "n_ref": 138899 + }, + "3": { + "Dice": 0.923008203343484, + "FN": 15738, + "FP": 4084, + "IoU": 0.857024358225319, + "TN": 193866896, + "TP": 118817, + "n_pred": 122901, + "n_ref": 134555 + }, + "4": { + "Dice": 0.923162506084417, + "FN": 1115, + "FP": 2200, + "IoU": 0.8572904558956477, + "TN": 193982306, + "TP": 19914, + "n_pred": 22114, + "n_ref": 21029 + }, + "5": { + "Dice": 0.6071507982389825, + "FN": 13617, + "FP": 4051, + "IoU": 0.43590562242584846, + "TN": 193974214, + "TP": 13653, + "n_pred": 17704, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9569300291483356, + "FN": 31627, + "FP": 90217, + "IoU": 0.9174169095933269, + "TN": 192530124, + "TP": 1353567, + "n_pred": 1443784, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.8973089763654472, + "FN": 50781, + "FP": 11291, + "IoU": 0.8137447001317278, + "TN": 193672272, + "TP": 271191, + "n_pred": 282482, + "n_ref": 321972 + }, + "8": { + "Dice": 0.8920114450754476, + "FN": 26136, + "FP": 25985, + "IoU": 0.8050727971068152, + "TN": 193738148, + "TP": 215266, + "n_pred": 241251, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8800724107467087, + "FN": 17229, + "FP": 4898, + "IoU": 0.7858297439868364, + "TN": 193902220, + "TP": 81188, + "n_pred": 86086, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9596467327476864, + "FN": 2099, + "FP": 7350, + "IoU": 0.9224239140251062, + "TN": 99533997, + "TP": 112354, + "n_pred": 119704, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8744791092492559, + "FN": 12192, + "FP": 4887, + "IoU": 0.776955022723711, + "TN": 99579228, + "TP": 59493, + "n_pred": 64380, + "n_ref": 71685 + }, + "11": { + "Dice": 0.7747775391224302, + "FN": 1117, + "FP": 351, + "IoU": 0.6323566240921613, + "TN": 99651807, + "TP": 2525, + "n_pred": 2876, + "n_ref": 3642 + }, + "12": { + "Dice": 0.6840175953079178, + "FN": 1702, + "FP": 22, + "IoU": 0.5197771587743732, + "TN": 99652210, + "TP": 1866, + "n_pred": 1888, + "n_ref": 3568 + }, + "13": { + "Dice": 0.7580568897294876, + "FN": 14970, + "FP": 4474, + "IoU": 0.6103797214707946, + "TN": 99605895, + "TP": 30461, + "n_pred": 34935, + "n_ref": 45431 + }, + "14": { + "Dice": 0.3782195816395385, + "FN": 31159, + "FP": 44401, + "IoU": 0.23321257141697366, + "TN": 99557259, + "TP": 22981, + "n_pred": 67382, + "n_ref": 54140 + }, + "15": { + "Dice": 0.7016412223246083, + "FN": 9774, + "FP": 14186, + "IoU": 0.5404062685822799, + "TN": 99603667, + "TP": 28173, + "n_pred": 42359, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9603207017793088, + "FN": 6593, + "FP": 2345, + "IoU": 0.9236701196443974, + "TN": 99538703, + "TP": 108159, + "n_pred": 110504, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9633801437369149, + "FN": 5780, + "FP": 3193, + "IoU": 0.9293475693296168, + "TN": 99528798, + "TP": 118029, + "n_pred": 121222, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8780528373021373, + "FN": 3069, + "FP": 1330, + "IoU": 0.782615141332279, + "TN": 99635564, + "TP": 15837, + "n_pred": 17167, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8440305507168699, + "FN": 667, + "FP": 1661, + "IoU": 0.7301495305436421, + "TN": 99647173, + "TP": 6299, + "n_pred": 7960, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9713447143765964, + "FN": 42543, + "FP": 34841, + "IoU": 0.9442859313048931, + "TN": 98266851, + "TP": 1311565, + "n_pred": 1346406, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8874422535863562, + "FN": 13678, + "FP": 25208, + "IoU": 0.7976594980773334, + "TN": 99463619, + "TP": 153295, + "n_pred": 178503, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9637926183342136, + "FN": 3298, + "FP": 4037, + "IoU": 0.9301155689364419, + "TN": 99550841, + "TP": 97624, + "n_pred": 101661, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9323215216258468, + "FN": 9656, + "FP": 2812, + "IoU": 0.8732231102434262, + "TN": 99557454, + "TP": 85878, + "n_pred": 88690, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9579243533958856, + "FN": 35125, + "FP": 1050, + "IoU": 0.9192464640331452, + "TN": 62635552, + "TP": 411793, + "n_pred": 412843, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8849071557971014, + "FN": 8321, + "FP": 7943, + "IoU": 0.7935726252728842, + "TN": 63004732, + "TP": 62524, + "n_pred": 70467, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7816537467700259, + "FN": 1125, + "FP": 227, + "IoU": 0.6415694591728526, + "TN": 63079748, + "TP": 2420, + "n_pred": 2647, + "n_ref": 3545 + }, + "12": { + "Dice": 0.7945368171021377, + "FN": 826, + "FP": 558, + "IoU": 0.6591133004926109, + "TN": 63079460, + "TP": 2676, + "n_pred": 3234, + "n_ref": 3502 + }, + "13": { + "Dice": 0.6870891727644797, + "FN": 17955, + "FP": 7275, + "IoU": 0.5233327035707538, + "TN": 63030590, + "TP": 27700, + "n_pred": 34975, + "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": 0.9791451182257715, + "FN": 1854, + "FP": 3348, + "IoU": 0.9591423185673893, + "TN": 62956200, + "TP": 122118, + "n_pred": 125466, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9838312720022431, + "FN": 1269, + "FP": 2883, + "IoU": 0.9681770801398001, + "TN": 62953048, + "TP": 126320, + "n_pred": 129203, + "n_ref": 127589 + }, + "4": { + "Dice": 0.49050568018701557, + "FN": 12049, + "FP": 374, + "IoU": 0.32494701950768895, + "TN": 63065117, + "TP": 5980, + "n_pred": 6354, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5876226575507457, + "FN": 8660, + "FP": 2981, + "IoU": 0.4160521695510409, + "TN": 63063585, + "TP": 8294, + "n_pred": 11275, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9155829250114066, + "FN": 160432, + "FP": 18296, + "IoU": 0.844308842168533, + "TN": 61935555, + "TP": 969237, + "n_pred": 987533, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.8697493822802682, + "FN": 8817, + "FP": 35463, + "IoU": 0.7695190505933791, + "TN": 62891400, + "TP": 147840, + "n_pred": 183303, + "n_ref": 156657 + }, + "8": { + "Dice": 0.8653128435708194, + "FN": 24201, + "FP": 3118, + "IoU": 0.7626003684521534, + "TN": 62968444, + "TP": 87757, + "n_pred": 90875, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9053257101697204, + "FN": 2669, + "FP": 5743, + "IoU": 0.8270274716236223, + "TN": 63034888, + "TP": 40220, + "n_pred": 45963, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9754422777405142, + "FN": 12184, + "FP": 2937, + "IoU": 0.9520618082789362, + "TN": 109293391, + "TP": 300306, + "n_pred": 303243, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6131360990896881, + "FN": 22190, + "FP": 60766, + "IoU": 0.44210257306952533, + "TN": 109460124, + "TP": 65738, + "n_pred": 126504, + "n_ref": 87928 + }, + "11": { + "Dice": 0.6977753662506783, + "FN": 1894, + "FP": 334, + "IoU": 0.5358333333333334, + "TN": 109604018, + "TP": 2572, + "n_pred": 2906, + "n_ref": 4466 + }, + "12": { + "Dice": 0.6856600189933523, + "FN": 1915, + "FP": 71, + "IoU": 0.5216763005780347, + "TN": 109604666, + "TP": 2166, + "n_pred": 2237, + "n_ref": 4081 + }, + "13": { + "Dice": 0.6471921396194664, + "FN": 33090, + "FP": 18904, + "IoU": 0.47840654875956784, + "TN": 109509135, + "TP": 47689, + "n_pred": 66593, + "n_ref": 80779 + }, + "14": { + "Dice": 0.6487282858771134, + "FN": 20079, + "FP": 63132, + "IoU": 0.48008722383285013, + "TN": 109448770, + "TP": 76837, + "n_pred": 139969, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8360556563823351, + "FN": 17166, + "FP": 16709, + "IoU": 0.7182952182952183, + "TN": 109488568, + "TP": 86375, + "n_pred": 103084, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7720532525165061, + "FN": 78534, + "FP": 1494, + "IoU": 0.6287351256059939, + "TN": 109393263, + "TP": 135527, + "n_pred": 137021, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8561496208231809, + "FN": 14307, + "FP": 63446, + "IoU": 0.7484804275182526, + "TN": 109299685, + "TP": 231380, + "n_pred": 294826, + "n_ref": 245687 + }, + "4": { + "Dice": 0.6853014106564476, + "FN": 21409, + "FP": 5116, + "IoU": 0.5212612352452803, + "TN": 109553412, + "TP": 28881, + "n_pred": 33997, + "n_ref": 50290 + }, + "5": { + "Dice": 0.7290537724051688, + "FN": 3556, + "FP": 1644, + "IoU": 0.5736306985897015, + "TN": 109596622, + "TP": 6996, + "n_pred": 8640, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9054729929834583, + "FN": 48898, + "FP": 201978, + "IoU": 0.8272733218813794, + "TN": 108156373, + "TP": 1201569, + "n_pred": 1403547, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.7089714985752955, + "FN": 521444, + "FP": 33974, + "IoU": 0.5491524763341131, + "TN": 108376876, + "TP": 676524, + "n_pred": 710498, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9480422608908632, + "FN": 4262, + "FP": 5072, + "IoU": 0.9012170600063498, + "TN": 109514328, + "TP": 85156, + "n_pred": 90228, + "n_ref": 89418 + }, + "9": { + "Dice": 0.6859388202095108, + "FN": 13392, + "FP": 24893, + "IoU": 0.5219991509975779, + "TN": 109528724, + "TP": 41809, + "n_pred": 66702, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8921912657104951, + "FN": 1951, + "FP": 11782, + "IoU": 0.8053657983502934, + "TN": 66996794, + "TP": 56825, + "n_pred": 68607, + "n_ref": 58776 + }, + "10": { + "Dice": 0.7256937782041716, + "FN": 27738, + "FP": 10861, + "IoU": 0.5694814682623778, + "TN": 66977695, + "TP": 51058, + "n_pred": 61919, + "n_ref": 78796 + }, + "11": { + "Dice": 0.16060517893511783, + "FN": 2850, + "FP": 35, + "IoU": 0.08731414109459032, + "TN": 67064191, + "TP": 276, + "n_pred": 311, + "n_ref": 3126 + }, + "12": { + "Dice": 0.6834992887624467, + "FN": 1389, + "FP": 391, + "IoU": 0.5191788222582387, + "TN": 67063650, + "TP": 1922, + "n_pred": 2313, + "n_ref": 3311 + }, + "13": { + "Dice": 0.4260108621267054, + "FN": 23582, + "FP": 15839, + "IoU": 0.2706567992599445, + "TN": 67013302, + "TP": 14629, + "n_pred": 30468, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8237806485631426, + "FN": 12984, + "FP": 13752, + "IoU": 0.7003631147173534, + "TN": 66978124, + "TP": 62492, + "n_pred": 76244, + "n_ref": 75476 + }, + "15": { + "Dice": 0.25282831075476914, + "FN": 19931, + "FP": 47632, + "IoU": 0.1447071929513634, + "TN": 66988358, + "TP": 11431, + "n_pred": 59063, + "n_ref": 31362 + }, + "2": { + "Dice": 0.8805594076568768, + "FN": 3803, + "FP": 34783, + "IoU": 0.7866066441397846, + "TN": 66886531, + "TP": 142235, + "n_pred": 177018, + "n_ref": 146038 + }, + "3": { + "Dice": 0.8629502525041154, + "FN": 36654, + "FP": 2642, + "IoU": 0.7589379922950458, + "TN": 66904340, + "TP": 123716, + "n_pred": 126358, + "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": 0.6848002072404638, + "FN": 3634, + "FP": 1233, + "IoU": 0.5206815048256844, + "TN": 67057198, + "TP": 5287, + "n_pred": 6520, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9614333121920604, + "FN": 61944, + "FP": 19721, + "IoU": 0.9257309361821708, + "TN": 65967769, + "TP": 1017918, + "n_pred": 1037639, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.6812707194612755, + "FN": 167889, + "FP": 4017, + "IoU": 0.5166115058755382, + "TN": 66711725, + "TP": 183721, + "n_pred": 187738, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9150561642970709, + "FN": 6003, + "FP": 8796, + "IoU": 0.8434133954078934, + "TN": 66972842, + "TP": 79711, + "n_pred": 88507, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9258894802021622, + "FN": 8187, + "FP": 2884, + "IoU": 0.8620057835169767, + "TN": 66987124, + "TP": 69157, + "n_pred": 72041, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8266163979892529, + "FN": 46692, + "FP": 9322, + "IoU": 0.7044724304760498, + "TN": 74329741, + "TP": 133525, + "n_pred": 142847, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7334805706440638, + "FN": 13141, + "FP": 18114, + "IoU": 0.5791309265717787, + "TN": 74445017, + "TP": 43008, + "n_pred": 61122, + "n_ref": 56149 + }, + "11": { + "Dice": 0.6549918757898537, + "FN": 1573, + "FP": 338, + "IoU": 0.48697986577181207, + "TN": 74515555, + "TP": 1814, + "n_pred": 2152, + "n_ref": 3387 + }, + "12": { + "Dice": 0.7294511005851212, + "FN": 892, + "FP": 79, + "IoU": 0.5741228070175438, + "TN": 74517000, + "TP": 1309, + "n_pred": 1388, + "n_ref": 2201 + }, + "13": { + "Dice": 0.5704989402531936, + "FN": 17992, + "FP": 19497, + "IoU": 0.39908955391347556, + "TN": 74456893, + "TP": 24898, + "n_pred": 44395, + "n_ref": 42890 + }, + "14": { + "Dice": 0.6125951410012884, + "FN": 8866, + "FP": 20299, + "IoU": 0.44154028799019607, + "TN": 74467056, + "TP": 23059, + "n_pred": 43358, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7268598209248839, + "FN": 5234, + "FP": 13649, + "IoU": 0.5709189238320306, + "TN": 74475272, + "TP": 25125, + "n_pred": 38774, + "n_ref": 30359 + }, + "2": { + "Dice": 0.8647310404121861, + "FN": 3117, + "FP": 39992, + "IoU": 0.7616970702045329, + "TN": 74338380, + "TP": 137791, + "n_pred": 177783, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9653992801909989, + "FN": 6635, + "FP": 4046, + "IoU": 0.933112902114762, + "TN": 74359593, + "TP": 149006, + "n_pred": 153052, + "n_ref": 155641 + }, + "4": { + "Dice": 0.577439174244286, + "FN": 7404, + "FP": 1193, + "IoU": 0.4059152788335291, + "TN": 74504809, + "TP": 5874, + "n_pred": 7067, + "n_ref": 13278 + }, + "5": { + "Dice": 0.5976373908577298, + "FN": 4336, + "FP": 3498, + "IoU": 0.4261646645180193, + "TN": 74505628, + "TP": 5818, + "n_pred": 9316, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9585391558210721, + "FN": 82480, + "FP": 49312, + "IoU": 0.9203794469841734, + "TN": 72864029, + "TP": 1523459, + "n_pred": 1572771, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.777635479831035, + "FN": 57287, + "FP": 5567, + "IoU": 0.6361731439354473, + "TN": 74346522, + "TP": 109904, + "n_pred": 115471, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9613266524983324, + "FN": 2409, + "FP": 2577, + "IoU": 0.9255331859728777, + "TN": 74452324, + "TP": 61970, + "n_pred": 64547, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9331121511937911, + "FN": 6233, + "FP": 6186, + "IoU": 0.8746112838738338, + "TN": 74420236, + "TP": 86625, + "n_pred": 92811, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9288524183448573, + "FN": 9617, + "FP": 32252, + "IoU": 0.8671563417149203, + "TN": 65736005, + "TP": 273306, + "n_pred": 305558, + "n_ref": 282923 + }, + "10": { + "Dice": 0.45721800910604904, + "FN": 51549, + "FP": 24390, + "IoU": 0.29635944145362897, + "TN": 65943257, + "TP": 31984, + "n_pred": 56374, + "n_ref": 83533 + }, + "11": { + "Dice": 0.7097170971709718, + "FN": 1329, + "FP": 559, + "IoU": 0.550047664442326, + "TN": 66046984, + "TP": 2308, + "n_pred": 2867, + "n_ref": 3637 + }, + "12": { + "Dice": 0.7986651835372637, + "FN": 872, + "FP": 214, + "IoU": 0.6648148148148149, + "TN": 66047940, + "TP": 2154, + "n_pred": 2368, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7388908134664441, + "FN": 12433, + "FP": 12440, + "IoU": 0.5859055039456598, + "TN": 65991114, + "TP": 35193, + "n_pred": 47633, + "n_ref": 47626 + }, + "14": { + "Dice": 0.7309731030236086, + "FN": 1095, + "FP": 41284, + "IoU": 0.5760107250407691, + "TN": 65951227, + "TP": 57574, + "n_pred": 98858, + "n_ref": 58669 + }, + "15": { + "Dice": 0.765608396562331, + "FN": 4062, + "FP": 8511, + "IoU": 0.6202313710091522, + "TN": 66018073, + "TP": 20534, + "n_pred": 29045, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9111239338053071, + "FN": 20786, + "FP": 3242, + "IoU": 0.8367563234165133, + "TN": 65903989, + "TP": 123163, + "n_pred": 126405, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9195439890162442, + "FN": 7808, + "FP": 18269, + "IoU": 0.8510702700233015, + "TN": 65876084, + "TP": 149019, + "n_pred": 167288, + "n_ref": 156827 + }, + "4": { + "Dice": 0.90909728677412, + "FN": 3611, + "FP": 1572, + "IoU": 0.8333440514469453, + "TN": 66020080, + "TP": 25917, + "n_pred": 27489, + "n_ref": 29528 + }, + "5": { + "Dice": 0.863005364747525, + "FN": 2177, + "FP": 300, + "IoU": 0.7590232512890359, + "TN": 66040901, + "TP": 7802, + "n_pred": 8102, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9014418835615815, + "FN": 32309, + "FP": 184427, + "IoU": 0.8205682249056628, + "TN": 64843278, + "TP": 991166, + "n_pred": 1175593, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.6280488016377282, + "FN": 523863, + "FP": 12308, + "IoU": 0.4577778002507989, + "TN": 65062340, + "TP": 452669, + "n_pred": 464977, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9605914339830146, + "FN": 2688, + "FP": 3762, + "IoU": 0.9241711732894428, + "TN": 65966120, + "TP": 78610, + "n_pred": 82372, + "n_ref": 81298 + }, + "9": { + "Dice": 0.9046997389033943, + "FN": 7715, + "FP": 5425, + "IoU": 0.8259833134684148, + "TN": 65975670, + "TP": 62370, + "n_pred": 67795, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9820894650213777, + "FN": 2389, + "FP": 3128, + "IoU": 0.9648092158138467, + "TN": 113315766, + "TP": 151257, + "n_pred": 154385, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8891236891164022, + "FN": 7356, + "FP": 10903, + "IoU": 0.8003804567667735, + "TN": 113381071, + "TP": 73210, + "n_pred": 84113, + "n_ref": 80566 + }, + "11": { + "Dice": 0.7099304688892851, + "FN": 1239, + "FP": 388, + "IoU": 0.5503040353786622, + "TN": 113468922, + "TP": 1991, + "n_pred": 2379, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8574284643258778, + "FN": 652, + "FP": 489, + "IoU": 0.7504374453193351, + "TN": 113467968, + "TP": 3431, + "n_pred": 3920, + "n_ref": 4083 + }, + "13": { + "Dice": 0.646134396455148, + "FN": 25256, + "FP": 31285, + "IoU": 0.4772515047013249, + "TN": 113364379, + "TP": 51620, + "n_pred": 82905, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9600833652430184, + "FN": 11612, + "FP": 9341, + "IoU": 0.9232310871413079, + "TN": 113199604, + "TP": 251983, + "n_pred": 261324, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7205833731310385, + "FN": 2268, + "FP": 12944, + "IoU": 0.5632124501105464, + "TN": 113437713, + "TP": 19615, + "n_pred": 32559, + "n_ref": 21883 + }, + "2": { + "Dice": 0.968655697087132, + "FN": 5111, + "FP": 2783, + "IoU": 0.9392166072487315, + "TN": 113342669, + "TP": 121977, + "n_pred": 124760, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9710257383896584, + "FN": 2668, + "FP": 4352, + "IoU": 0.9436832140679652, + "TN": 113347888, + "TP": 117632, + "n_pred": 121984, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7541345666662336, + "FN": 2068, + "FP": 16857, + "IoU": 0.6053098083380258, + "TN": 113424591, + "TP": 29024, + "n_pred": 45881, + "n_ref": 31092 + }, + "5": { + "Dice": 0.7356576618179019, + "FN": 8930, + "FP": 8243, + "IoU": 0.5818500572207748, + "TN": 113431471, + "TP": 23896, + "n_pred": 32139, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9619332289264553, + "FN": 45092, + "FP": 41853, + "IoU": 0.9266583381063688, + "TN": 112287061, + "TP": 1098534, + "n_pred": 1140387, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.8632063018130673, + "FN": 38200, + "FP": 18794, + "IoU": 0.7593341722335295, + "TN": 113235722, + "TP": 179824, + "n_pred": 198618, + "n_ref": 218024 + }, + "8": { + "Dice": 0.8911089619752712, + "FN": 26145, + "FP": 19906, + "IoU": 0.8036037188672808, + "TN": 113238060, + "TP": 188429, + "n_pred": 208335, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9040071061981839, + "FN": 14645, + "FP": 4807, + "IoU": 0.8248293499990995, + "TN": 113361494, + "TP": 91594, + "n_pred": 96401, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8202859132972902, + "FN": 3534, + "FP": 50648, + "IoU": 0.6953260307249376, + "TN": 75018892, + "TP": 123654, + "n_pred": 174302, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8383760743484033, + "FN": 22068, + "FP": 8001, + "IoU": 0.7217276227141483, + "TN": 75088672, + "TP": 77987, + "n_pred": 85988, + "n_ref": 100055 + }, + "11": { + "Dice": 0.6623246492985972, + "FN": 1561, + "FP": 461, + "IoU": 0.4951310861423221, + "TN": 75192723, + "TP": 1983, + "n_pred": 2444, + "n_ref": 3544 + }, + "12": { + "Dice": 0.5853278848024908, + "FN": 1602, + "FP": 529, + "IoU": 0.4137551581843191, + "TN": 75193093, + "TP": 1504, + "n_pred": 2033, + "n_ref": 3106 + }, + "13": { + "Dice": 0.7087930573407751, + "FN": 14178, + "FP": 19579, + "IoU": 0.548938387739013, + "TN": 75121889, + "TP": 41082, + "n_pred": 60661, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9479487499908115, + "FN": 4098, + "FP": 10064, + "IoU": 0.901048071548351, + "TN": 75053608, + "TP": 128958, + "n_pred": 139022, + "n_ref": 133056 + }, + "15": { + "Dice": 0.5817156045646877, + "FN": 39786, + "FP": 9147, + "IoU": 0.410154413626008, + "TN": 75113769, + "TP": 34026, + "n_pred": 43173, + "n_ref": 73812 + }, + "2": { + "Dice": 0.949638623092733, + "FN": 6774, + "FP": 8026, + "IoU": 0.9041065712915808, + "TN": 75042390, + "TP": 139538, + "n_pred": 147564, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9521864049291682, + "FN": 4180, + "FP": 10215, + "IoU": 0.9087364483611234, + "TN": 75038998, + "TP": 143335, + "n_pred": 153550, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9082839665785462, + "FN": 1428, + "FP": 3325, + "IoU": 0.8319782239819005, + "TN": 75168440, + "TP": 23535, + "n_pred": 26860, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8822378716744914, + "FN": 936, + "FP": 870, + "IoU": 0.7892894644732237, + "TN": 75188157, + "TP": 6765, + "n_pred": 7635, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9599684308133355, + "FN": 25602, + "FP": 77060, + "IoU": 0.9230185498734997, + "TN": 73863134, + "TP": 1230932, + "n_pred": 1307992, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9219293067362845, + "FN": 5791, + "FP": 18940, + "IoU": 0.8551659111938813, + "TN": 75025974, + "TP": 146023, + "n_pred": 164963, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9494748168890085, + "FN": 7090, + "FP": 1174, + "IoU": 0.9038096679198724, + "TN": 75110815, + "TP": 77649, + "n_pred": 78823, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8695298960138648, + "FN": 13013, + "FP": 6259, + "IoU": 0.7691754898672927, + "TN": 75113236, + "TP": 64220, + "n_pred": 70479, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9783559440981954, + "FN": 5343, + "FP": 3971, + "IoU": 0.9576289691565827, + "TN": 86708052, + "TP": 210506, + "n_pred": 214477, + "n_ref": 215849 + }, + "10": { + "Dice": 0.709530252775017, + "FN": 9573, + "FP": 38943, + "IoU": 0.5498232363066131, + "TN": 86820101, + "TP": 59255, + "n_pred": 98198, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6735170481083605, + "FN": 1148, + "FP": 250, + "IoU": 0.5077464788732394, + "TN": 86925032, + "TP": 1442, + "n_pred": 1692, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6777022190408017, + "FN": 1128, + "FP": 2474, + "IoU": 0.5125186087427257, + "TN": 86920483, + "TP": 3787, + "n_pred": 6261, + "n_ref": 4915 + }, + "13": { + "Dice": 0.5573426398687312, + "FN": 21904, + "FP": 31241, + "IoU": 0.3863305697328006, + "TN": 86841270, + "TP": 33457, + "n_pred": 64698, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8807599376939399, + "FN": 11467, + "FP": 7977, + "IoU": 0.786926743740069, + "TN": 86836617, + "TP": 71811, + "n_pred": 79788, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8152636169835427, + "FN": 50028, + "FP": 1013, + "IoU": 0.6881392592230519, + "TN": 86764206, + "TP": 112625, + "n_pred": 113638, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9263276584932029, + "FN": 7561, + "FP": 10995, + "IoU": 0.862765689943349, + "TN": 86792658, + "TP": 116658, + "n_pred": 127653, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9275644172354602, + "FN": 22020, + "FP": 1147, + "IoU": 0.8649138765466653, + "TN": 86756374, + "TP": 148331, + "n_pred": 149478, + "n_ref": 170351 + }, + "4": { + "Dice": 0.778219170308155, + "FN": 2809, + "FP": 5007, + "IoU": 0.6369548051465466, + "TN": 86906343, + "TP": 13713, + "n_pred": 18720, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8553994379767161, + "FN": 146, + "FP": 1655, + "IoU": 0.747334455667789, + "TN": 86920744, + "TP": 5327, + "n_pred": 6982, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9082890027742733, + "FN": 27447, + "FP": 204155, + "IoU": 0.8319866751204593, + "TN": 85549398, + "TP": 1146872, + "n_pred": 1351027, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.6606194213807605, + "FN": 510930, + "FP": 15415, + "IoU": 0.49322756498514375, + "TN": 85889250, + "TP": 512277, + "n_pred": 527692, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9443750512850904, + "FN": 2598, + "FP": 3503, + "IoU": 0.8946122886113558, + "TN": 86869981, + "TP": 51790, + "n_pred": 55293, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8417220038848986, + "FN": 4177, + "FP": 13342, + "IoU": 0.7267011949705158, + "TN": 86863770, + "TP": 46583, + "n_pred": 59925, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5731716750466646, + "FN": 3251, + "FP": 123660, + "IoU": 0.40171032844151744, + "TN": 37537477, + "TP": 85212, + "n_pred": 208872, + "n_ref": 88463 + }, + "10": { + "Dice": 0.7744188687817066, + "FN": 18333, + "FP": 5501, + "IoU": 0.6318789095683064, + "TN": 37684855, + "TP": 40911, + "n_pred": 46412, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8215069495245062, + "FN": 342, + "FP": 634, + "IoU": 0.6970825574177529, + "TN": 37746378, + "TP": 2246, + "n_pred": 2880, + "n_ref": 2588 + }, + "12": { + "Dice": 0.7047221695429546, + "FN": 1059, + "FP": 498, + "IoU": 0.5440702781844803, + "TN": 37746185, + "TP": 1858, + "n_pred": 2356, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7675743563395558, + "FN": 11271, + "FP": 9086, + "IoU": 0.6228159567174965, + "TN": 37695629, + "TP": 33614, + "n_pred": 42700, + "n_ref": 44885 + }, + "14": { + "Dice": 0.32927478046219977, + "FN": 7433, + "FP": 370797, + "IoU": 0.19708494048667824, + "TN": 37278529, + "TP": 92841, + "n_pred": 463638, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 23011, + "IoU": 0.0, + "TN": 37726589, + "TP": 0, + "n_pred": 23011, + "n_ref": 0 + }, + "2": { + "Dice": 0.8125968960171254, + "FN": 26590, + "FP": 7377, + "IoU": 0.6843479634603054, + "TN": 37641991, + "TP": 73642, + "n_pred": 81019, + "n_ref": 100232 + }, + "3": { + "Dice": 0.8923884797446653, + "FN": 5938, + "FP": 14022, + "IoU": 0.8056872499294204, + "TN": 37646879, + "TP": 82761, + "n_pred": 96783, + "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": 0.813078517154041, + "FN": 1221, + "FP": 2838, + "IoU": 0.685031427019477, + "TN": 37736713, + "TP": 8828, + "n_pred": 11666, + "n_ref": 10049 + }, + "6": { + "Dice": 0.8647395637868641, + "FN": 168781, + "FP": 10705, + "IoU": 0.7617102967767974, + "TN": 36996374, + "TP": 573740, + "n_pred": 584445, + "n_ref": 742521 + }, + "7": { + "Dice": 0.8596333866747251, + "FN": 32376, + "FP": 69813, + "IoU": 0.7538219521948822, + "TN": 37334498, + "TP": 312913, + "n_pred": 382726, + "n_ref": 345289 + }, + "8": { + "Dice": 0.944764374610681, + "FN": 3768, + "FP": 4922, + "IoU": 0.8953112952968388, + "TN": 37666592, + "TP": 74318, + "n_pred": 79240, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8847554584377054, + "FN": 4969, + "FP": 8005, + "IoU": 0.7933286606346375, + "TN": 37686824, + "TP": 49802, + "n_pred": 57807, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9576888411316785, + "FN": 7296, + "FP": 9557, + "IoU": 0.918812806505381, + "TN": 75699106, + "TP": 190729, + "n_pred": 200286, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9247501416838336, + "FN": 11313, + "FP": 5417, + "IoU": 0.8600327956629409, + "TN": 75787160, + "TP": 102798, + "n_pred": 108215, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7149614139905403, + "FN": 1470, + "FP": 820, + "IoU": 0.5563734986439365, + "TN": 75901526, + "TP": 2872, + "n_pred": 3692, + "n_ref": 4342 + }, + "12": { + "Dice": 0.7954574783843077, + "FN": 1502, + "FP": 83, + "IoU": 0.6603814013284766, + "TN": 75902021, + "TP": 3082, + "n_pred": 3165, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7944901407061202, + "FN": 9288, + "FP": 7377, + "IoU": 0.6590490609272065, + "TN": 75857810, + "TP": 32213, + "n_pred": 39590, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9264015901509257, + "FN": 3434, + "FP": 15672, + "IoU": 0.862893966358574, + "TN": 75767336, + "TP": 120246, + "n_pred": 135918, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7478609467547707, + "FN": 67130, + "FP": 13879, + "IoU": 0.5972666892039692, + "TN": 75705540, + "TP": 120139, + "n_pred": 134018, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9414945751426177, + "FN": 13564, + "FP": 8701, + "IoU": 0.8894565422463185, + "TN": 75705274, + "TP": 179149, + "n_pred": 187850, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9392116663690971, + "FN": 22406, + "FP": 7215, + "IoU": 0.8853902674007839, + "TN": 75648237, + "TP": 228830, + "n_pred": 236045, + "n_ref": 251236 + }, + "4": { + "Dice": 0.8941320909148146, + "FN": 1774, + "FP": 4952, + "IoU": 0.8085342594437644, + "TN": 75871559, + "TP": 28403, + "n_pred": 33355, + "n_ref": 30177 + }, + "5": { + "Dice": 0.888980773206533, + "FN": 1029, + "FP": 1119, + "IoU": 0.8001488649050986, + "TN": 75895940, + "TP": 8600, + "n_pred": 9719, + "n_ref": 9629 + }, + "6": { + "Dice": 0.975431905035418, + "FN": 65598, + "FP": 17083, + "IoU": 0.952042045647671, + "TN": 74182657, + "TP": 1641350, + "n_pred": 1658433, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.9350331294980242, + "FN": 24802, + "FP": 9790, + "IoU": 0.8779926919766934, + "TN": 75623164, + "TP": 248932, + "n_pred": 258722, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9621295941282796, + "FN": 3919, + "FP": 2995, + "IoU": 0.9270228620886196, + "TN": 75811946, + "TP": 87828, + "n_pred": 90823, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8736043705412788, + "FN": 11864, + "FP": 7200, + "IoU": 0.7755750712217173, + "TN": 75821742, + "TP": 65882, + "n_pred": 73082, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9744205306691547, + "FN": 2099, + "FP": 2781, + "IoU": 0.9501170409592248, + "TN": 61289921, + "TP": 92949, + "n_pred": 95730, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8844655397757475, + "FN": 7336, + "FP": 11139, + "IoU": 0.7928625885729662, + "TN": 61298558, + "TP": 70717, + "n_pred": 81856, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8156344302342291, + "FN": 504, + "FP": 779, + "IoU": 0.6886677990778937, + "TN": 61383629, + "TP": 2838, + "n_pred": 3617, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8276702727411245, + "FN": 653, + "FP": 478, + "IoU": 0.7060046789706265, + "TN": 61383903, + "TP": 2716, + "n_pred": 3194, + "n_ref": 3369 + }, + "13": { + "Dice": 0.7460918768581567, + "FN": 8337, + "FP": 12843, + "IoU": 0.595013193621171, + "TN": 61335452, + "TP": 31118, + "n_pred": 43961, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8842639453141249, + "FN": 2686, + "FP": 14008, + "IoU": 0.7925386489039121, + "TN": 61307282, + "TP": 63774, + "n_pred": 77782, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9094171610573418, + "FN": 2186, + "FP": 5891, + "IoU": 0.8338817819094237, + "TN": 61339128, + "TP": 40545, + "n_pred": 46436, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9221309406172689, + "FN": 5317, + "FP": 16275, + "IoU": 0.8555129517729643, + "TN": 61238311, + "TP": 127847, + "n_pred": 144122, + "n_ref": 133164 + }, + "3": { + "Dice": 0.921367827766824, + "FN": 17963, + "FP": 1778, + "IoU": 0.8542002097519904, + "TN": 61252352, + "TP": 115657, + "n_pred": 117435, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7997994373102315, + "FN": 4620, + "FP": 2567, + "IoU": 0.6663881539247087, + "TN": 61366207, + "TP": 14356, + "n_pred": 16923, + "n_ref": 18976 + }, + "5": { + "Dice": 0.638187647296121, + "FN": 12666, + "FP": 4375, + "IoU": 0.46863111942625507, + "TN": 61355680, + "TP": 15029, + "n_pred": 19404, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9717041428762737, + "FN": 36887, + "FP": 18895, + "IoU": 0.9449655331630463, + "TN": 60374167, + "TP": 957801, + "n_pred": 976696, + "n_ref": 994688 + }, + "7": { + "Dice": 0.8712638798960805, + "FN": 17988, + "FP": 29929, + "IoU": 0.771893327747734, + "TN": 61177686, + "TP": 162147, + "n_pred": 192076, + "n_ref": 180135 + }, + "8": { + "Dice": 0.870961988440681, + "FN": 41218, + "FP": 19554, + "IoU": 0.7714195443586455, + "TN": 61121883, + "TP": 205095, + "n_pred": 224649, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9106649335571232, + "FN": 7555, + "FP": 6603, + "IoU": 0.835982391102873, + "TN": 61301430, + "TP": 72162, + "n_pred": 78765, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9791043012975577, + "FN": 3171, + "FP": 4612, + "IoU": 0.9590639891440413, + "TN": 39558674, + "TP": 182343, + "n_pred": 186955, + "n_ref": 185514 + }, + "10": { + "Dice": 0.6564041692941133, + "FN": 16440, + "FP": 20612, + "IoU": 0.48854287449616257, + "TN": 39676356, + "TP": 35392, + "n_pred": 56004, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7449724150204663, + "FN": 938, + "FP": 495, + "IoU": 0.5935904707884289, + "TN": 39745274, + "TP": 2093, + "n_pred": 2588, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8559682061121009, + "FN": 337, + "FP": 714, + "IoU": 0.748203162434116, + "TN": 39744626, + "TP": 3123, + "n_pred": 3837, + "n_ref": 3460 + }, + "13": { + "Dice": 0.738685293273371, + "FN": 9071, + "FP": 15508, + "IoU": 0.5856470945228341, + "TN": 39689481, + "TP": 34740, + "n_pred": 50248, + "n_ref": 43811 + }, + "14": { + "Dice": 0.3354319661140366, + "FN": 14446, + "FP": 60393, + "IoU": 0.20151292064101745, + "TN": 39655074, + "TP": 18887, + "n_pred": 79280, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7661523493074615, + "FN": 9981, + "FP": 15496, + "IoU": 0.6209456644646789, + "TN": 39681588, + "TP": 41735, + "n_pred": 57231, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9391219859201971, + "FN": 9593, + "FP": 4442, + "IoU": 0.8852308874878362, + "TN": 39626511, + "TP": 108254, + "n_pred": 112696, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9464727151641941, + "FN": 3525, + "FP": 11264, + "IoU": 0.8983846254268615, + "TN": 39603261, + "TP": 130750, + "n_pred": 142014, + "n_ref": 134275 + }, + "4": { + "Dice": 0.9062751578322953, + "FN": 2384, + "FP": 2040, + "IoU": 0.8286134893270832, + "TN": 39722987, + "TP": 21389, + "n_pred": 23429, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8129965947786606, + "FN": 794, + "FP": 1842, + "IoU": 0.6849151326798948, + "TN": 39740434, + "TP": 5730, + "n_pred": 7572, + "n_ref": 6524 + }, + "6": { + "Dice": 0.967607304378875, + "FN": 22858, + "FP": 37743, + "IoU": 0.9372473366800869, + "TN": 38783088, + "TP": 905111, + "n_pred": 942854, + "n_ref": 927969 + }, + "7": { + "Dice": 0.8298622362774386, + "FN": 205810, + "FP": 9981, + "IoU": 0.7092004565662392, + "TN": 39006739, + "TP": 526270, + "n_pred": 536251, + "n_ref": 732080 + }, + "8": { + "Dice": 0.964259091366979, + "FN": 1673, + "FP": 1875, + "IoU": 0.9309848470112237, + "TN": 39697391, + "TP": 47861, + "n_pred": 49736, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9129019452163557, + "FN": 1386, + "FP": 6293, + "IoU": 0.8397604440549226, + "TN": 39700878, + "TP": 40243, + "n_pred": 46536, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.929896855219025, + "FN": 4773, + "FP": 9126, + "IoU": 0.8689787145792878, + "TN": 101290526, + "TP": 92183, + "n_pred": 101309, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8700935902882375, + "FN": 14803, + "FP": 5379, + "IoU": 0.7700581064144925, + "TN": 101308838, + "TP": 67588, + "n_pred": 72967, + "n_ref": 82391 + }, + "11": { + "Dice": 0.7578236858253221, + "FN": 1824, + "FP": 544, + "IoU": 0.6100773917339042, + "TN": 101390535, + "TP": 3705, + "n_pred": 4249, + "n_ref": 5529 + }, + "12": { + "Dice": 0.7611553593705018, + "FN": 1259, + "FP": 1230, + "IoU": 0.6144074360960495, + "TN": 101390153, + "TP": 3966, + "n_pred": 5196, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9199279482354362, + "FN": 4237, + "FP": 3720, + "IoU": 0.8517283145439299, + "TN": 101342943, + "TP": 45708, + "n_pred": 49428, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9807866635499632, + "FN": 3532, + "FP": 3208, + "IoU": 0.9622977138094412, + "TN": 101217839, + "TP": 172029, + "n_pred": 175237, + "n_ref": 175561 + }, + "15": { + "Dice": 0.7907690232965847, + "FN": 3419, + "FP": 8993, + "IoU": 0.6539437365823738, + "TN": 101360741, + "TP": 23455, + "n_pred": 32448, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9487772432048829, + "FN": 5932, + "FP": 13051, + "IoU": 0.9025463319472252, + "TN": 101201818, + "TP": 175807, + "n_pred": 188858, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9478224580810723, + "FN": 15005, + "FP": 1749, + "IoU": 0.9008198904839426, + "TN": 101227683, + "TP": 152171, + "n_pred": 153920, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8177010164449219, + "FN": 251, + "FP": 4161, + "IoU": 0.691619486964423, + "TN": 101382301, + "TP": 9895, + "n_pred": 14056, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7942836183059647, + "FN": 10365, + "FP": 4217, + "IoU": 0.6587648889616924, + "TN": 101353875, + "TP": 28151, + "n_pred": 32368, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9601281870857238, + "FN": 53288, + "FP": 94321, + "IoU": 0.9233139846294437, + "TN": 99471759, + "TP": 1777240, + "n_pred": 1871561, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.8512150347219003, + "FN": 93781, + "FP": 34599, + "IoU": 0.7409698598517407, + "TN": 100900990, + "TP": 367238, + "n_pred": 401837, + "n_ref": 461019 + }, + "8": { + "Dice": 0.8067458199928851, + "FN": 74298, + "FP": 12620, + "IoU": 0.6760888279377951, + "TN": 101128269, + "TP": 181421, + "n_pred": 194041, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9334884535232426, + "FN": 3974, + "FP": 7803, + "IoU": 0.8752727118679968, + "TN": 101302186, + "TP": 82645, + "n_pred": 90448, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8864024497968318, + "FN": 13793, + "FP": 38290, + "IoU": 0.7959809624537282, + "TN": 73628219, + "TP": 203202, + "n_pred": 241492, + "n_ref": 216995 + }, + "10": { + "Dice": 0.1854651578475278, + "FN": 61574, + "FP": 63743, + "IoU": 0.1022108551123338, + "TN": 73743920, + "TP": 14267, + "n_pred": 78010, + "n_ref": 75841 + }, + "11": { + "Dice": 0.643610108303249, + "FN": 1802, + "FP": 3134, + "IoU": 0.47450228893857127, + "TN": 73874111, + "TP": 4457, + "n_pred": 7591, + "n_ref": 6259 + }, + "12": { + "Dice": 0.5591372363119222, + "FN": 3182, + "FP": 538, + "IoU": 0.3880572462576082, + "TN": 73877425, + "TP": 2359, + "n_pred": 2897, + "n_ref": 5541 + }, + "13": { + "Dice": 0.012809266637778881, + "FN": 60633, + "FP": 32774, + "IoU": 0.0064459170540244436, + "TN": 73789491, + "TP": 606, + "n_pred": 33380, + "n_ref": 61239 + }, + "14": { + "Dice": 0.7806426396244325, + "FN": 10267, + "FP": 40804, + "IoU": 0.6402082482070647, + "TN": 73741558, + "TP": 90875, + "n_pred": 131679, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8351559473072453, + "FN": 49732, + "FP": 18342, + "IoU": 0.7169680313657663, + "TN": 73642987, + "TP": 172443, + "n_pred": 190785, + "n_ref": 222175 + }, + "2": { + "Dice": 0.6753074928528688, + "FN": 89477, + "FP": 8197, + "IoU": 0.5097843380326931, + "TN": 73684257, + "TP": 101573, + "n_pred": 109770, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7315634357501694, + "FN": 32516, + "FP": 81245, + "IoU": 0.5767442033514897, + "TN": 73614728, + "TP": 155015, + "n_pred": 236260, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 30083, + "IoU": 0.0, + "TN": 73805533, + "TP": 0, + "n_pred": 30083, + "n_ref": 47888 + }, + "5": { + "Dice": 0.6802891410572225, + "FN": 6705, + "FP": 1212, + "IoU": 0.5154834761321909, + "TN": 73867164, + "TP": 8423, + "n_pred": 9635, + "n_ref": 15128 + }, + "6": { + "Dice": 0.786121756714047, + "FN": 170384, + "FP": 662657, + "IoU": 0.6476117032841988, + "TN": 71519518, + "TP": 1530945, + "n_pred": 2193602, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.36134724696699755, + "FN": 98063, + "FP": 165410, + "IoU": 0.22051483836229213, + "TN": 73545495, + "TP": 74536, + "n_pred": 239946, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8886411603715093, + "FN": 8501, + "FP": 9280, + "IoU": 0.799598769258512, + "TN": 73794777, + "TP": 70946, + "n_pred": 80226, + "n_ref": 79447 + }, + "9": { + "Dice": 0.8109760403530896, + "FN": 9793, + "FP": 27681, + "IoU": 0.6820518911947872, + "TN": 73765642, + "TP": 80388, + "n_pred": 108069, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9649334304828774, + "FN": 5247, + "FP": 7988, + "IoU": 0.9322428710387549, + "TN": 69300446, + "TP": 182095, + "n_pred": 190083, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7854801867116894, + "FN": 12110, + "FP": 18130, + "IoU": 0.6467413525226919, + "TN": 69410173, + "TP": 55363, + "n_pred": 73493, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7751385589865399, + "FN": 524, + "FP": 1180, + "IoU": 0.6328377504848093, + "TN": 69491135, + "TP": 2937, + "n_pred": 4117, + "n_ref": 3461 + }, + "12": { + "Dice": 0.7337966704380152, + "FN": 882, + "FP": 765, + "IoU": 0.5795251467960174, + "TN": 69491859, + "TP": 2270, + "n_pred": 3035, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6988427209923856, + "FN": 22383, + "FP": 25395, + "IoU": 0.5370931956245821, + "TN": 69392563, + "TP": 55435, + "n_pred": 80830, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9482087616006386, + "FN": 8505, + "FP": 7065, + "IoU": 0.9015180265654649, + "TN": 69337676, + "TP": 142530, + "n_pred": 149595, + "n_ref": 151035 + }, + "15": { + "Dice": 0.8728987110269074, + "FN": 14289, + "FP": 8923, + "IoU": 0.7744634129752523, + "TN": 69392857, + "TP": 79707, + "n_pred": 88630, + "n_ref": 93996 + }, + "2": { + "Dice": 0.8978277204940088, + "FN": 6173, + "FP": 26596, + "IoU": 0.8145983501748272, + "TN": 69319030, + "TP": 143977, + "n_pred": 170573, + "n_ref": 150150 + }, + "3": { + "Dice": 0.8858873796314011, + "FN": 33653, + "FP": 2135, + "IoU": 0.7951506548218701, + "TN": 69321072, + "TP": 138916, + "n_pred": 141051, + "n_ref": 172569 + }, + "4": { + "Dice": 0.49277880334455426, + "FN": 18967, + "FP": 18401, + "IoU": 0.32694524495677235, + "TN": 69440256, + "TP": 18152, + "n_pred": 36553, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8752646148835694, + "FN": 2968, + "FP": 1628, + "IoU": 0.7781960330099899, + "TN": 69475055, + "TP": 16125, + "n_pred": 17753, + "n_ref": 19093 + }, + "6": { + "Dice": 0.951070382950067, + "FN": 106590, + "FP": 31605, + "IoU": 0.906705623991159, + "TN": 68014497, + "TP": 1343084, + "n_pred": 1374689, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8617629455052253, + "FN": 12792, + "FP": 83519, + "IoU": 0.7571032256437417, + "TN": 69099266, + "TP": 300199, + "n_pred": 383718, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9041345969641308, + "FN": 8453, + "FP": 8561, + "IoU": 0.8250416469572013, + "TN": 69398530, + "TP": 80232, + "n_pred": 88793, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9189062450492697, + "FN": 7865, + "FP": 4932, + "IoU": 0.8499783120948172, + "TN": 69410475, + "TP": 72504, + "n_pred": 77436, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8410401424105888, + "FN": 4923, + "FP": 69729, + "IoU": 0.7256853090321158, + "TN": 50561412, + "TP": 197488, + "n_pred": 267217, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8894670294388285, + "FN": 8659, + "FP": 8038, + "IoU": 0.8009370752759961, + "TN": 50749674, + "TP": 67181, + "n_pred": 75219, + "n_ref": 75840 + }, + "11": { + "Dice": 0.841748359991155, + "FN": 1019, + "FP": 1128, + "IoU": 0.726740486190658, + "TN": 50825695, + "TP": 5710, + "n_pred": 6838, + "n_ref": 6729 + }, + "12": { + "Dice": 0.44314868804664725, + "FN": 4399, + "FP": 376, + "IoU": 0.2846441947565543, + "TN": 50826877, + "TP": 1900, + "n_pred": 2276, + "n_ref": 6299 + }, + "13": { + "Dice": 0.7177867632964886, + "FN": 8943, + "FP": 21976, + "IoU": 0.5598029584703654, + "TN": 50763313, + "TP": 39320, + "n_pred": 61296, + "n_ref": 48263 + }, + "14": { + "Dice": 0.5623161617687571, + "FN": 19098, + "FP": 30155, + "IoU": 0.39112644019186077, + "TN": 50752660, + "TP": 31639, + "n_pred": 61794, + "n_ref": 50737 + }, + "15": { + "Dice": 0.7169568817430206, + "FN": 5749, + "FP": 17154, + "IoU": 0.5587940666538239, + "TN": 50781642, + "TP": 29007, + "n_pred": 46161, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9474790016055494, + "FN": 13197, + "FP": 8851, + "IoU": 0.9001996188682833, + "TN": 50612631, + "TP": 198873, + "n_pred": 207724, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9049727528453562, + "FN": 10912, + "FP": 29457, + "IoU": 0.8264385705441287, + "TN": 50600960, + "TP": 192223, + "n_pred": 221680, + "n_ref": 203135 + }, + "4": { + "Dice": 0.9201128319761562, + "FN": 677, + "FP": 2325, + "IoU": 0.8520453425332676, + "TN": 50813262, + "TP": 17288, + "n_pred": 19613, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8835429610547053, + "FN": 1183, + "FP": 1891, + "IoU": 0.7913810654903292, + "TN": 50818817, + "TP": 11661, + "n_pred": 13552, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9707342611696336, + "FN": 32547, + "FP": 97923, + "IoU": 0.9431327834469195, + "TN": 48539260, + "TP": 2163822, + "n_pred": 2261745, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.7834482316121167, + "FN": 8576, + "FP": 112926, + "IoU": 0.643990869907908, + "TN": 50492263, + "TP": 219787, + "n_pred": 332713, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9632651064974446, + "FN": 4447, + "FP": 3064, + "IoU": 0.9291334868098275, + "TN": 50727564, + "TP": 98477, + "n_pred": 101541, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9000519107135726, + "FN": 13688, + "FP": 8839, + "IoU": 0.8182676250635301, + "TN": 50709595, + "TP": 101430, + "n_pred": 110269, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9750575302866055, + "FN": 6875, + "FP": 3617, + "IoU": 0.9513290346523171, + "TN": 76669290, + "TP": 205078, + "n_pred": 208695, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7818857421594789, + "FN": 10460, + "FP": 19946, + "IoU": 0.6418821035274719, + "TN": 76799955, + "TP": 54499, + "n_pred": 74445, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7591984231274639, + "FN": 563, + "FP": 903, + "IoU": 0.611861265554673, + "TN": 76881083, + "TP": 2311, + "n_pred": 3214, + "n_ref": 2874 + }, + "12": { + "Dice": 0.7556869881710646, + "FN": 948, + "FP": 126, + "IoU": 0.6073126142595978, + "TN": 76882125, + "TP": 1661, + "n_pred": 1787, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5558564923849898, + "FN": 14461, + "FP": 30799, + "IoU": 0.38490391671876273, + "TN": 76811278, + "TP": 28322, + "n_pred": 59121, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8929388146984376, + "FN": 4781, + "FP": 13618, + "IoU": 0.8065848812639944, + "TN": 76789733, + "TP": 76728, + "n_pred": 90346, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6927384601202959, + "FN": 9955, + "FP": 16711, + "IoU": 0.5299157352889328, + "TN": 76828134, + "TP": 30060, + "n_pred": 46771, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9402194475974271, + "FN": 4497, + "FP": 8143, + "IoU": 0.8871831488754016, + "TN": 76772820, + "TP": 99400, + "n_pred": 107543, + "n_ref": 103897 + }, + "3": { + "Dice": 0.8523559919528986, + "FN": 5047, + "FP": 26951, + "IoU": 0.7427006859063533, + "TN": 76760499, + "TP": 92363, + "n_pred": 119314, + "n_ref": 97410 + }, + "4": { + "Dice": 0.948220449946435, + "FN": 984, + "FP": 1626, + "IoU": 0.9015391579900407, + "TN": 76858352, + "TP": 23898, + "n_pred": 25524, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8876389536044731, + "FN": 2420, + "FP": 956, + "IoU": 0.7979773801687511, + "TN": 76868149, + "TP": 13335, + "n_pred": 14291, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9728143185891376, + "FN": 28340, + "FP": 33291, + "IoU": 0.9470676394680225, + "TN": 75720525, + "TP": 1102704, + "n_pred": 1135995, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7992726102719381, + "FN": 22045, + "FP": 47827, + "IoU": 0.6656570151639128, + "TN": 76675877, + "TP": 139111, + "n_pred": 186938, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9618657873815637, + "FN": 3503, + "FP": 2349, + "IoU": 0.9265331743142301, + "TN": 76805205, + "TP": 73803, + "n_pred": 76152, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9340602921972834, + "FN": 8078, + "FP": 3738, + "IoU": 0.8762787288623632, + "TN": 76789355, + "TP": 83689, + "n_pred": 87427, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7822085365978554, + "FN": 10008, + "FP": 53789, + "IoU": 0.6423173097408641, + "TN": 130821570, + "TP": 114565, + "n_pred": 168354, + "n_ref": 124573 + }, + "10": { + "Dice": 0.6733110972025257, + "FN": 15070, + "FP": 26165, + "IoU": 0.5075124211733232, + "TN": 130916204, + "TP": 42493, + "n_pred": 68658, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7466332602568118, + "FN": 1992, + "FP": 435, + "IoU": 0.5957021489255372, + "TN": 130993929, + "TP": 3576, + "n_pred": 4011, + "n_ref": 5568 + }, + "12": { + "Dice": 0.5977032783848861, + "FN": 4075, + "FP": 269, + "IoU": 0.4262316734909523, + "TN": 130992361, + "TP": 3227, + "n_pred": 3496, + "n_ref": 7302 + }, + "13": { + "Dice": 0.6453675450762829, + "FN": 31886, + "FP": 19252, + "IoU": 0.4764152392263666, + "TN": 130902263, + "TP": 46531, + "n_pred": 65783, + "n_ref": 78417 + }, + "14": { + "Dice": 0.5282041616289779, + "FN": 601429, + "FP": 14341, + "IoU": 0.35888412499765737, + "TN": 130039466, + "TP": 344696, + "n_pred": 359037, + "n_ref": 946125 + }, + "15": { + "Dice": 0.1544003445620538, + "FN": 13480, + "FP": 116098, + "IoU": 0.08365863317492646, + "TN": 130858524, + "TP": 11830, + "n_pred": 127928, + "n_ref": 25310 + }, + "2": { + "Dice": 0.8416471965642824, + "FN": 56391, + "FP": 4743, + "IoU": 0.72658968327087, + "TN": 130776334, + "TP": 162464, + "n_pred": 167207, + "n_ref": 218855 + }, + "3": { + "Dice": 0.8921909870805266, + "FN": 21588, + "FP": 41598, + "IoU": 0.8053653442747175, + "TN": 130675293, + "TP": 261453, + "n_pred": 303051, + "n_ref": 283041 + }, + "4": { + "Dice": 0.008135833038556774, + "FN": 2257, + "FP": 3351, + "IoU": 0.004084532054697212, + "TN": 130994301, + "TP": 23, + "n_pred": 3374, + "n_ref": 2280 + }, + "5": { + "Dice": 0.7839015514269297, + "FN": 7348, + "FP": 1678, + "IoU": 0.6446036933496082, + "TN": 130974535, + "TP": 16371, + "n_pred": 18049, + "n_ref": 23719 + }, + "6": { + "Dice": 0.904255346978068, + "FN": 90322, + "FP": 202482, + "IoU": 0.8252427648031322, + "TN": 129324442, + "TP": 1382686, + "n_pred": 1585168, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.6892816794232918, + "FN": 41472, + "FP": 105119, + "IoU": 0.525880861358535, + "TN": 130690746, + "TP": 162595, + "n_pred": 267714, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9549350773040414, + "FN": 5705, + "FP": 5651, + "IoU": 0.9137567021583608, + "TN": 130868258, + "TP": 120318, + "n_pred": 125969, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7789811729757938, + "FN": 8706, + "FP": 18823, + "IoU": 0.6379763814733963, + "TN": 130923890, + "TP": 48513, + "n_pred": 67336, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9632961373390558, + "FN": 1305, + "FP": 2971, + "IoU": 0.9291912300457045, + "TN": 74366310, + "TP": 56112, + "n_pred": 59083, + "n_ref": 57417 + }, + "10": { + "Dice": 0.7472739253349582, + "FN": 26041, + "FP": 9628, + "IoU": 0.5965182177075439, + "TN": 74338295, + "TP": 52734, + "n_pred": 62362, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7029171528588098, + "FN": 882, + "FP": 391, + "IoU": 0.541921554516013, + "TN": 74423919, + "TP": 1506, + "n_pred": 1897, + "n_ref": 2388 + }, + "12": { + "Dice": 0.7100619933237959, + "FN": 968, + "FP": 248, + "IoU": 0.5504621072088725, + "TN": 74423993, + "TP": 1489, + "n_pred": 1737, + "n_ref": 2457 + }, + "13": { + "Dice": 0.519019692241472, + "FN": 64741, + "FP": 6775, + "IoU": 0.3504568491035585, + "TN": 74316596, + "TP": 38586, + "n_pred": 45361, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9127950221499986, + "FN": 18110, + "FP": 11083, + "IoU": 0.8395795096110519, + "TN": 74244720, + "TP": 152785, + "n_pred": 163868, + "n_ref": 170895 + }, + "15": { + "Dice": 0.7069715767058605, + "FN": 3128, + "FP": 12697, + "IoU": 0.5467564084204497, + "TN": 74391783, + "TP": 19090, + "n_pred": 31787, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9268966912198493, + "FN": 8773, + "FP": 8575, + "IoU": 0.8637534556421211, + "TN": 74299370, + "TP": 109980, + "n_pred": 118555, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9375773707586982, + "FN": 12664, + "FP": 3119, + "IoU": 0.8824900232294955, + "TN": 74292386, + "TP": 118529, + "n_pred": 121648, + "n_ref": 131193 + }, + "4": { + "Dice": 0.5801099865982716, + "FN": 17907, + "FP": 265, + "IoU": 0.408559804719284, + "TN": 74395973, + "TP": 12553, + "n_pred": 12818, + "n_ref": 30460 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 74426685, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "6": { + "Dice": 0.9728196418528734, + "FN": 20084, + "FP": 28391, + "IoU": 0.947077729959409, + "TN": 73510732, + "TP": 867491, + "n_pred": 895882, + "n_ref": 887575 + }, + "7": { + "Dice": 0.893857628866329, + "FN": 18749, + "FP": 12544, + "IoU": 0.8080855161078642, + "TN": 74263641, + "TP": 131764, + "n_pred": 144308, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9308136600684125, + "FN": 1734, + "FP": 4435, + "IoU": 0.8705813246061216, + "TN": 74379031, + "TP": 41498, + "n_pred": 45933, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8633027927702692, + "FN": 4421, + "FP": 4874, + "IoU": 0.7594835170522176, + "TN": 74388052, + "TP": 29351, + "n_pred": 34225, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9787338668871198, + "FN": 3068, + "FP": 2900, + "IoU": 0.9583533959986322, + "TN": 106503387, + "TP": 137333, + "n_pred": 140233, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8572991438877507, + "FN": 16278, + "FP": 11375, + "IoU": 0.7502393468090103, + "TN": 106535970, + "TP": 83065, + "n_pred": 94440, + "n_ref": 99343 + }, + "11": { + "Dice": 0.6311930944779472, + "FN": 1982, + "FP": 1137, + "IoU": 0.46112646855563233, + "TN": 106640900, + "TP": 2669, + "n_pred": 3806, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8258468335787923, + "FN": 984, + "FP": 908, + "IoU": 0.7033552837880214, + "TN": 106640310, + "TP": 4486, + "n_pred": 5394, + "n_ref": 5470 + }, + "13": { + "Dice": 0.7832930767769425, + "FN": 12081, + "FP": 3889, + "IoU": 0.643781227694504, + "TN": 106601856, + "TP": 28862, + "n_pred": 32751, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9448332589783627, + "FN": 2484, + "FP": 5430, + "IoU": 0.8954350267556319, + "TN": 106571003, + "TP": 67771, + "n_pred": 73201, + "n_ref": 70255 + }, + "15": { + "Dice": 0.5732328906444021, + "FN": 2325, + "FP": 33762, + "IoU": 0.40177046897534935, + "TN": 106586365, + "TP": 24236, + "n_pred": 57998, + "n_ref": 26561 + }, + "2": { + "Dice": 0.8634222826700243, + "FN": 41296, + "FP": 4696, + "IoU": 0.7596684938521913, + "TN": 106455319, + "TP": 145377, + "n_pred": 150073, + "n_ref": 186673 + }, + "3": { + "Dice": 0.8580957941858202, + "FN": 5001, + "FP": 43119, + "IoU": 0.7514604025597719, + "TN": 106453077, + "TP": 145491, + "n_pred": 188610, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8455375603032391, + "FN": 268, + "FP": 3318, + "IoU": 0.7324080292515484, + "TN": 106633287, + "TP": 9815, + "n_pred": 13133, + "n_ref": 10083 + }, + "5": { + "Dice": 0.781861816344575, + "FN": 1347, + "FP": 380, + "IoU": 0.64184985483202, + "TN": 106641866, + "TP": 3095, + "n_pred": 3475, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9787174728529121, + "FN": 33298, + "FP": 20600, + "IoU": 0.9583219597293224, + "TN": 105353489, + "TP": 1239301, + "n_pred": 1259901, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9253964631889168, + "FN": 26606, + "FP": 23415, + "IoU": 0.861151514478593, + "TN": 106286432, + "TP": 310235, + "n_pred": 333650, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9590683312258542, + "FN": 2390, + "FP": 3469, + "IoU": 0.9213557046979866, + "TN": 106572188, + "TP": 68641, + "n_pred": 72110, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9277081093992595, + "FN": 7407, + "FP": 4699, + "IoU": 0.8651637837898043, + "TN": 106556905, + "TP": 77677, + "n_pred": 82376, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9676837115350155, + "FN": 6236, + "FP": 3683, + "IoU": 0.937390722540981, + "TN": 107968501, + "TP": 148508, + "n_pred": 152191, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8666390182070948, + "FN": 6958, + "FP": 15873, + "IoU": 0.764662832168553, + "TN": 108029914, + "TP": 74183, + "n_pred": 90056, + "n_ref": 81141 + }, + "11": { + "Dice": 0.7439227439227439, + "FN": 803, + "FP": 735, + "IoU": 0.5922587486744433, + "TN": 108123156, + "TP": 2234, + "n_pred": 2969, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7968689849865264, + "FN": 869, + "FP": 714, + "IoU": 0.6623293515358362, + "TN": 108122240, + "TP": 3105, + "n_pred": 3819, + "n_ref": 3974 + }, + "13": { + "Dice": 0.778728438196374, + "FN": 20810, + "FP": 11362, + "IoU": 0.6376374121463326, + "TN": 108038144, + "TP": 56612, + "n_pred": 67974, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8479063377337077, + "FN": 4406, + "FP": 8325, + "IoU": 0.7359699697208512, + "TN": 108078710, + "TP": 35487, + "n_pred": 43812, + "n_ref": 39893 + }, + "15": { + "Dice": 0.7997228850742822, + "FN": 1258, + "FP": 11751, + "IoU": 0.6662818736852907, + "TN": 108087946, + "TP": 25973, + "n_pred": 37724, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9440664111845947, + "FN": 12534, + "FP": 8542, + "IoU": 0.8940585101035488, + "TN": 107927988, + "TP": 177864, + "n_pred": 186406, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9613933072844558, + "FN": 12747, + "FP": 2311, + "IoU": 0.9256567611467955, + "TN": 107924381, + "TP": 187489, + "n_pred": 189800, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9467188307374327, + "FN": 1246, + "FP": 2363, + "IoU": 0.8988282126037228, + "TN": 108091256, + "TP": 32063, + "n_pred": 34426, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8761455151346849, + "FN": 722, + "FP": 170, + "IoU": 0.7795898196194712, + "TN": 108122881, + "TP": 3155, + "n_pred": 3325, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9771362094896466, + "FN": 45188, + "FP": 21929, + "IoU": 0.9552945549104919, + "TN": 106625612, + "TP": 1434199, + "n_pred": 1456128, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.921896906908142, + "FN": 9807, + "FP": 31973, + "IoU": 0.855110158588139, + "TN": 107838571, + "TP": 246577, + "n_pred": 278550, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9523798563800405, + "FN": 1792, + "FP": 2346, + "IoU": 0.9090889118351385, + "TN": 108081411, + "TP": 41379, + "n_pred": 43725, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9099506097703706, + "FN": 3427, + "FP": 8114, + "IoU": 0.834779247551967, + "TN": 108057076, + "TP": 58311, + "n_pred": 66425, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8660832491865814, + "FN": 8702, + "FP": 27106, + "IoU": 0.7637979142342628, + "TN": 62418561, + "TP": 115791, + "n_pred": 142897, + "n_ref": 124493 + }, + "10": { + "Dice": 0.8264360716491661, + "FN": 10309, + "FP": 10204, + "IoU": 0.7042105263157895, + "TN": 62500810, + "TP": 48837, + "n_pred": 59041, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6866410115448048, + "FN": 803, + "FP": 337, + "IoU": 0.5228128924236082, + "TN": 62567771, + "TP": 1249, + "n_pred": 1586, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7391618497109826, + "FN": 1198, + "FP": 968, + "IoU": 0.5862464183381089, + "TN": 62564925, + "TP": 3069, + "n_pred": 4037, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7565603055316004, + "FN": 4863, + "FP": 18849, + "IoU": 0.6084414941048252, + "TN": 62509602, + "TP": 36846, + "n_pred": 55695, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9413409184701336, + "FN": 36235, + "FP": 3422, + "IoU": 0.8891823013597572, + "TN": 62212302, + "TP": 318201, + "n_pred": 321623, + "n_ref": 354436 + }, + "15": { + "Dice": 0.6444130547914653, + "FN": 30663, + "FP": 36299, + "IoU": 0.47537567182187124, + "TN": 62442522, + "TP": 60676, + "n_pred": 96975, + "n_ref": 91339 + }, + "2": { + "Dice": 0.880856287194252, + "FN": 29949, + "FP": 7129, + "IoU": 0.787080584124359, + "TN": 62396019, + "TP": 137063, + "n_pred": 144192, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9135904468664588, + "FN": 9974, + "FP": 26004, + "IoU": 0.8409263746175477, + "TN": 62343988, + "TP": 190194, + "n_pred": 216198, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9230006609385327, + "FN": 1136, + "FP": 2592, + "IoU": 0.8570113531758208, + "TN": 62544088, + "TP": 22344, + "n_pred": 24936, + "n_ref": 23480 + }, + "5": { + "Dice": 0.6283642224012893, + "FN": 4276, + "FP": 336, + "IoU": 0.4581130301962167, + "TN": 62561649, + "TP": 3899, + "n_pred": 4235, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9663197377175775, + "FN": 56050, + "FP": 41646, + "IoU": 0.9348342741728384, + "TN": 61070967, + "TP": 1401497, + "n_pred": 1443143, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8492034783615239, + "FN": 11324, + "FP": 51208, + "IoU": 0.7379266989375747, + "TN": 62331555, + "TP": 176073, + "n_pred": 227281, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8713838025433167, + "FN": 2834, + "FP": 17030, + "IoU": 0.772081602680313, + "TN": 62483006, + "TP": 67290, + "n_pred": 84320, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8384227902690419, + "FN": 2742, + "FP": 15317, + "IoU": 0.7217968665752623, + "TN": 62505247, + "TP": 46854, + "n_pred": 62171, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.93648148311787, + "FN": 15761, + "FP": 20180, + "IoU": 0.8805502379622983, + "TN": 55080360, + "TP": 264947, + "n_pred": 285127, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8674111700561823, + "FN": 7324, + "FP": 13845, + "IoU": 0.7658659057225651, + "TN": 55290834, + "TP": 69245, + "n_pred": 83090, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7353158024084542, + "FN": 1335, + "FP": 819, + "IoU": 0.5814224640497474, + "TN": 55376102, + "TP": 2992, + "n_pred": 3811, + "n_ref": 4327 + }, + "12": { + "Dice": 0.8022586109542631, + "FN": 1176, + "FP": 575, + "IoU": 0.6698095417688101, + "TN": 55375945, + "TP": 3552, + "n_pred": 4127, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7818346409173205, + "FN": 10824, + "FP": 13758, + "IoU": 0.6418132276442903, + "TN": 55312619, + "TP": 44047, + "n_pred": 57805, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8921534336014924, + "FN": 3362, + "FP": 18838, + "IoU": 0.8053041464954747, + "TN": 55267224, + "TP": 91824, + "n_pred": 110662, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8162200695177414, + "FN": 14007, + "FP": 19250, + "IoU": 0.6895032163496998, + "TN": 55274139, + "TP": 73852, + "n_pred": 93102, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9557693613509461, + "FN": 12385, + "FP": 4551, + "IoU": 0.9152856907047354, + "TN": 55181329, + "TP": 182983, + "n_pred": 187534, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9556681636961575, + "FN": 11421, + "FP": 4580, + "IoU": 0.915100096037014, + "TN": 55192779, + "TP": 172468, + "n_pred": 177048, + "n_ref": 183889 + }, + "4": { + "Dice": 0.900695762175838, + "FN": 1001, + "FP": 412, + "IoU": 0.8193325661680092, + "TN": 55373427, + "TP": 6408, + "n_pred": 6820, + "n_ref": 7409 + }, + "5": { + "Dice": 0.744140625, + "FN": 2211, + "FP": 147, + "IoU": 0.5925349922239502, + "TN": 55375461, + "TP": 3429, + "n_pred": 3576, + "n_ref": 5640 + }, + "6": { + "Dice": 0.972262994250554, + "FN": 57096, + "FP": 25163, + "IoU": 0.9460231448429364, + "TN": 53857280, + "TP": 1441709, + "n_pred": 1466872, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.929131419962066, + "FN": 19230, + "FP": 4571, + "IoU": 0.8676428062994929, + "TN": 55201424, + "TP": 156023, + "n_pred": 160594, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9506351099671458, + "FN": 1624, + "FP": 3094, + "IoU": 0.9059147289913453, + "TN": 55331102, + "TP": 45428, + "n_pred": 48522, + "n_ref": 47052 + }, + "9": { + "Dice": 0.891500195848022, + "FN": 4258, + "FP": 7099, + "IoU": 0.8042402826855124, + "TN": 55323233, + "TP": 46658, + "n_pred": 53757, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9753262900574607, + "FN": 11048, + "FP": 3002, + "IoU": 0.9518408451331832, + "TN": 110854874, + "TP": 277691, + "n_pred": 280693, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8586022453417974, + "FN": 9237, + "FP": 14819, + "IoU": 0.7522375454461186, + "TN": 111049522, + "TP": 73037, + "n_pred": 87856, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7847404627892433, + "FN": 497, + "FP": 1224, + "IoU": 0.6457389872375463, + "TN": 111141757, + "TP": 3137, + "n_pred": 4361, + "n_ref": 3634 + }, + "12": { + "Dice": 0.8378812199036918, + "FN": 755, + "FP": 154, + "IoU": 0.7209944751381215, + "TN": 111143357, + "TP": 2349, + "n_pred": 2503, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8101832159679884, + "FN": 11166, + "FP": 12932, + "IoU": 0.6809310700950666, + "TN": 111071089, + "TP": 51428, + "n_pred": 64360, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8900823305889803, + "FN": 5980, + "FP": 2698, + "IoU": 0.8019354544209614, + "TN": 111102801, + "TP": 35136, + "n_pred": 37834, + "n_ref": 41116 + }, + "15": { + "Dice": 0.5788580192710712, + "FN": 643, + "FP": 35328, + "IoU": 0.40731892176893164, + "TN": 111085923, + "TP": 24721, + "n_pred": 60049, + "n_ref": 25364 + }, + "2": { + "Dice": 0.8384283982147924, + "FN": 9637, + "FP": 46730, + "IoU": 0.7218051792297784, + "TN": 110943998, + "TP": 146250, + "n_pred": 192980, + "n_ref": 155887 + }, + "3": { + "Dice": 0.8389093720827164, + "FN": 66630, + "FP": 1704, + "IoU": 0.7225184252735875, + "TN": 110900350, + "TP": 177931, + "n_pred": 179635, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8969539857420609, + "FN": 846, + "FP": 3288, + "IoU": 0.8131609870740305, + "TN": 111124489, + "TP": 17992, + "n_pred": 21280, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8470743427871479, + "FN": 272, + "FP": 1351, + "IoU": 0.7347172278522393, + "TN": 111140497, + "TP": 4495, + "n_pred": 5846, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9799057879450844, + "FN": 23347, + "FP": 41488, + "IoU": 0.9606032230798819, + "TN": 109500922, + "TP": 1580858, + "n_pred": 1622346, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.6155318173315522, + "FN": 192782, + "FP": 39471, + "IoU": 0.4445980232966896, + "TN": 110728444, + "TP": 185918, + "n_pred": 225389, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9398180760160485, + "FN": 3834, + "FP": 5991, + "IoU": 0.8864686850011555, + "TN": 111060075, + "TP": 76715, + "n_pred": 82706, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9178306868770615, + "FN": 4930, + "FP": 4188, + "IoU": 0.8481396355884214, + "TN": 111086573, + "TP": 50924, + "n_pred": 55112, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9735163454000174, + "FN": 6614, + "FP": 4027, + "IoU": 0.948399266795333, + "TN": 96914807, + "TP": 195577, + "n_pred": 199604, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8826608024918287, + "FN": 8374, + "FP": 9181, + "IoU": 0.7899667392500778, + "TN": 97037443, + "TP": 66027, + "n_pred": 75208, + "n_ref": 74401 + }, + "11": { + "Dice": 0.8088642659279779, + "FN": 700, + "FP": 818, + "IoU": 0.6790697674418604, + "TN": 97116295, + "TP": 3212, + "n_pred": 4030, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7462781121317706, + "FN": 1749, + "FP": 654, + "IoU": 0.5952501263264275, + "TN": 97115088, + "TP": 3534, + "n_pred": 4188, + "n_ref": 5283 + }, + "13": { + "Dice": 0.868195398285027, + "FN": 6619, + "FP": 6969, + "IoU": 0.7670894754885156, + "TN": 97062685, + "TP": 44752, + "n_pred": 51721, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9311224489795918, + "FN": 7747, + "FP": 10829, + "IoU": 0.8711217183770883, + "TN": 96976889, + "TP": 125560, + "n_pred": 136389, + "n_ref": 133307 + }, + "15": { + "Dice": 0.884990028037113, + "FN": 7263, + "FP": 8653, + "IoU": 0.7937059311489009, + "TN": 97043873, + "TP": 61236, + "n_pred": 69889, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9235122173878695, + "FN": 9581, + "FP": 16560, + "IoU": 0.8578938212814073, + "TN": 96937071, + "TP": 157813, + "n_pred": 174373, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9301583352074531, + "FN": 25453, + "FP": 3739, + "IoU": 0.8694355116444452, + "TN": 96897442, + "TP": 194391, + "n_pred": 198130, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8944739896876602, + "FN": 666, + "FP": 3243, + "IoU": 0.8090935729634694, + "TN": 97100549, + "TP": 16567, + "n_pred": 19810, + "n_ref": 17233 + }, + "5": { + "Dice": 0.7849638305201516, + "FN": 3343, + "FP": 1651, + "IoU": 0.6460415337727692, + "TN": 97106916, + "TP": 9115, + "n_pred": 10766, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9794784572970351, + "FN": 38833, + "FP": 26068, + "IoU": 0.9597822449713089, + "TN": 95507285, + "TP": 1548839, + "n_pred": 1574907, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9307541695171144, + "FN": 30848, + "FP": 13183, + "IoU": 0.8704772494616824, + "TN": 96781077, + "TP": 295917, + "n_pred": 309100, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9594883369449352, + "FN": 4246, + "FP": 3849, + "IoU": 0.922131265811826, + "TN": 97017068, + "TP": 95862, + "n_pred": 99711, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9264231024864061, + "FN": 6935, + "FP": 7124, + "IoU": 0.8629312950306622, + "TN": 97018456, + "TP": 88510, + "n_pred": 95634, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.973936780208475, + "FN": 7324, + "FP": 2835, + "IoU": 0.9491976336568803, + "TN": 78856434, + "TP": 189812, + "n_pred": 192647, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8551619640035687, + "FN": 7226, + "FP": 21833, + "IoU": 0.7469720057468763, + "TN": 78941560, + "TP": 85786, + "n_pred": 107619, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7311188233349859, + "FN": 797, + "FP": 830, + "IoU": 0.5761917165928627, + "TN": 79052566, + "TP": 2212, + "n_pred": 3042, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5911165196227564, + "FN": 1061, + "FP": 1627, + "IoU": 0.4195638091125027, + "TN": 79051774, + "TP": 1943, + "n_pred": 3570, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7625096799931165, + "FN": 16735, + "FP": 13626, + "IoU": 0.6161742582268239, + "TN": 78977304, + "TP": 48740, + "n_pred": 62366, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5599633951040952, + "FN": 19521, + "FP": 9330, + "IoU": 0.38885358413828164, + "TN": 79009197, + "TP": 18357, + "n_pred": 27687, + "n_ref": 37878 + }, + "15": { + "Dice": 0.6616316059517702, + "FN": 6294, + "FP": 26680, + "IoU": 0.49435686683432495, + "TN": 78991193, + "TP": 32238, + "n_pred": 58918, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9412913246061682, + "FN": 6687, + "FP": 6543, + "IoU": 0.8890938050129935, + "TN": 78937115, + "TP": 106060, + "n_pred": 112603, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9349788270030173, + "FN": 13080, + "FP": 1983, + "IoU": 0.8778969383040296, + "TN": 78933042, + "TP": 108300, + "n_pred": 110283, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8728833490122295, + "FN": 1059, + "FP": 1103, + "IoU": 0.7744392279603547, + "TN": 79046820, + "TP": 7423, + "n_pred": 8526, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8946731234866828, + "FN": 524, + "FP": 520, + "IoU": 0.8094194961664841, + "TN": 79050927, + "TP": 4434, + "n_pred": 4954, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9766442397962317, + "FN": 38562, + "FP": 22663, + "IoU": 0.9543545634626267, + "TN": 77715088, + "TP": 1280092, + "n_pred": 1302755, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.8897698762768181, + "FN": 91300, + "FP": 3514, + "IoU": 0.8014283320767362, + "TN": 78578925, + "TP": 382666, + "n_pred": 386180, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9219817423372226, + "FN": 1026, + "FP": 4136, + "IoU": 0.8552561478282814, + "TN": 79020742, + "TP": 30501, + "n_pred": 34637, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9215699838131736, + "FN": 4679, + "FP": 6659, + "IoU": 0.8545477870429763, + "TN": 78978455, + "TP": 66612, + "n_pred": 73271, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9632496582416588, + "FN": 10054, + "FP": 6990, + "IoU": 0.9291047414635769, + "TN": 122471529, + "TP": 223367, + "n_pred": 230357, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8417383221008599, + "FN": 16224, + "FP": 19188, + "IoU": 0.7267255216693419, + "TN": 122582356, + "TP": 94172, + "n_pred": 113360, + "n_ref": 110396 + }, + "11": { + "Dice": 0.7765060998616526, + "FN": 1095, + "FP": 682, + "IoU": 0.6346628289473685, + "TN": 122707076, + "TP": 3087, + "n_pred": 3769, + "n_ref": 4182 + }, + "12": { + "Dice": 0.5631399317406144, + "FN": 3320, + "FP": 1288, + "IoU": 0.3919239904988123, + "TN": 122704362, + "TP": 2970, + "n_pred": 4258, + "n_ref": 6290 + }, + "13": { + "Dice": 0.6532249101618939, + "FN": 18535, + "FP": 18907, + "IoU": 0.4850289518203199, + "TN": 122639233, + "TP": 35265, + "n_pred": 54172, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7998087654796305, + "FN": 13174, + "FP": 34143, + "IoU": 0.666401105486541, + "TN": 122570102, + "TP": 94521, + "n_pred": 128664, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8116465160821003, + "FN": 7017, + "FP": 13438, + "IoU": 0.6830009143459327, + "TN": 122647413, + "TP": 44072, + "n_pred": 57510, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6844396677353541, + "FN": 61795, + "FP": 7497, + "IoU": 0.5202647502734737, + "TN": 122567502, + "TP": 75146, + "n_pred": 82643, + "n_ref": 136941 + }, + "3": { + "Dice": 0.8003493321425139, + "FN": 4291, + "FP": 66349, + "IoU": 0.6671519914809003, + "TN": 122499711, + "TP": 141589, + "n_pred": 207938, + "n_ref": 145880 + }, + "4": { + "Dice": 0.8212961094449123, + "FN": 6462, + "FP": 19219, + "IoU": 0.6967789926086854, + "TN": 122627246, + "TP": 59013, + "n_pred": 78232, + "n_ref": 65475 + }, + "5": { + "Dice": 0.7132445690259285, + "FN": 7031, + "FP": 1153, + "IoU": 0.5542969175471082, + "TN": 122693578, + "TP": 10178, + "n_pred": 11331, + "n_ref": 17209 + }, + "6": { + "Dice": 0.97102504181406, + "FN": 44605, + "FP": 54833, + "IoU": 0.9436818982708342, + "TN": 120946291, + "TP": 1666211, + "n_pred": 1721044, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.600428887346316, + "FN": 207692, + "FP": 269497, + "IoU": 0.42900920283204563, + "TN": 121876219, + "TP": 358532, + "n_pred": 628029, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9088819342509763, + "FN": 5182, + "FP": 21138, + "IoU": 0.8329822067670127, + "TN": 122554352, + "TP": 131268, + "n_pred": 152406, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8807012120509551, + "FN": 6371, + "FP": 12153, + "IoU": 0.7868329900229002, + "TN": 122625041, + "TP": 68375, + "n_pred": 80528, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/loop_004/summary_cross_val.json b/nnActive_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/loop_004/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..a0503dd26ec41931387789a6f868863794f8cabb --- /dev/null +++ b/nnActive_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/loop_004/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.6328850219550171, + "FN": 1852.2644444444445, + "FP": 1475.0333333333333, + "IoU": 0.5504874965057003, + "TN": 1199860.68, + "TP": 11753.888888888889, + "n_pred": 13228.922222222223, + "n_ref": 13606.153333333334 + }, + "mean": { + "1": { + "Dice": 0.5958782686486415, + "FN": 535.8333333333334, + "FP": 955.1666666666666, + "IoU": 0.555336023805857, + "TN": 1203723.0333333334, + "TP": 9727.833333333334, + "n_pred": 10683.0, + "n_ref": 10263.666666666666 + }, + "10": { + "Dice": 0.6649332743944706, + "FN": 2842.9666666666667, + "FP": 2174.0333333333333, + "IoU": 0.5631257044827449, + "TN": 1200349.6333333333, + "TP": 9575.233333333334, + "n_pred": 11749.266666666666, + "n_ref": 12418.2 + }, + "11": { + "Dice": 0.51643316251007, + "FN": 219.3, + "FP": 122.23333333333333, + "IoU": 0.3971660913820159, + "TN": 1214239.7333333334, + "TP": 360.6, + "n_pred": 482.8333333333333, + "n_ref": 579.9 + }, + "12": { + "Dice": 0.24585039771188197, + "FN": 260.7, + "FP": 96.8, + "IoU": 0.18502832597844712, + "TN": 1214258.1, + "TP": 326.26666666666665, + "n_pred": 423.06666666666666, + "n_ref": 586.9666666666667 + }, + "13": { + "Dice": 0.595570498138745, + "FN": 3732.3333333333335, + "FP": 2314.633333333333, + "IoU": 0.47437508625741315, + "TN": 1202481.2, + "TP": 6413.7, + "n_pred": 8728.333333333334, + "n_ref": 10146.033333333333 + }, + "14": { + "Dice": 0.7369710405097362, + "FN": 4062.5, + "FP": 1933.9333333333334, + "IoU": 0.6335165571946153, + "TN": 1198843.2333333334, + "TP": 10102.2, + "n_pred": 12036.133333333333, + "n_ref": 14164.7 + }, + "15": { + "Dice": 0.6251193152055773, + "FN": 2392.4333333333334, + "FP": 1647.2666666666667, + "IoU": 0.50164022304155, + "TN": 1205512.1333333333, + "TP": 5390.033333333334, + "n_pred": 7037.3, + "n_ref": 7782.466666666666 + }, + "2": { + "Dice": 0.7449735573950247, + "FN": 1403.7333333333333, + "FP": 544.6666666666666, + "IoU": 0.6807461500325233, + "TN": 1200274.4, + "TP": 12719.066666666668, + "n_pred": 13263.733333333334, + "n_ref": 14122.8 + }, + "3": { + "Dice": 0.7910204371489656, + "FN": 547.7666666666667, + "FP": 954.6, + "IoU": 0.7337949356525456, + "TN": 1200715.9333333333, + "TP": 12723.566666666668, + "n_pred": 13678.166666666666, + "n_ref": 13271.333333333334 + }, + "4": { + "Dice": 0.5171599482934206, + "FN": 827.1666666666666, + "FP": 1192.8666666666666, + "IoU": 0.448350735135755, + "TN": 1209257.9, + "TP": 3663.9333333333334, + "n_pred": 4856.8, + "n_ref": 4491.1 + }, + "5": { + "Dice": 0.5299410918265044, + "FN": 474.43333333333334, + "FP": 339.1666666666667, + "IoU": 0.4392577133050205, + "TN": 1212762.6333333333, + "TP": 1365.6333333333334, + "n_pred": 1704.8, + "n_ref": 1840.0666666666666 + }, + "6": { + "Dice": 0.8097772264059873, + "FN": 3591.3, + "FP": 4410.433333333333, + "IoU": 0.7523596537121154, + "TN": 1141967.1, + "TP": 64973.03333333333, + "n_pred": 69383.46666666666, + "n_ref": 68564.33333333333 + }, + "7": { + "Dice": 0.583663183295102, + "FN": 4933.033333333334, + "FP": 3591.0333333333333, + "IoU": 0.5130610817891514, + "TN": 1186535.6, + "TP": 19882.2, + "n_pred": 23473.233333333334, + "n_ref": 24815.233333333334 + }, + "8": { + "Dice": 0.8484539766482141, + "FN": 932.3333333333334, + "FP": 434.53333333333336, + "IoU": 0.7793038588574264, + "TN": 1203483.5, + "TP": 10091.5, + "n_pred": 10526.033333333333, + "n_ref": 11023.833333333334 + }, + "9": { + "Dice": 0.6875299511929157, + "FN": 1028.1333333333334, + "FP": 1414.1333333333334, + "IoU": 0.6002503069583226, + "TN": 1203506.0666666667, + "TP": 8993.533333333333, + "n_pred": 10407.666666666666, + "n_ref": 10021.666666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 1051352, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "10": { + "Dice": 0.8128646109553754, + "FN": 3079, + "FP": 1861, + "IoU": 0.6847278064969047, + "TN": 1035723, + "TP": 10729, + "n_pred": 12590, + "n_ref": 13808 + }, + "11": { + "Dice": 0.7142857142857143, + "FN": 528, + "FP": 176, + "IoU": 0.5555555555555556, + "TN": 1049808, + "TP": 880, + "n_pred": 1056, + "n_ref": 1408 + }, + "12": { + "Dice": 0.0, + "FN": 106, + "FP": 0, + "IoU": 0.0, + "TN": 1051286, + "TP": 0, + "n_pred": 0, + "n_ref": 106 + }, + "13": { + "Dice": 0.6230578562360196, + "FN": 2896, + "FP": 3339, + "IoU": 0.4524938531787847, + "TN": 1040004, + "TP": 5153, + "n_pred": 8492, + "n_ref": 8049 + }, + "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": 0.9586702038066364, + "FN": 2566, + "FP": 1360, + "IoU": 0.9206211205240704, + "TN": 1001933, + "TP": 45533, + "n_pred": 46893, + "n_ref": 48099 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8875542573230324, + "FN": 3128, + "FP": 991, + "IoU": 0.797840490797546, + "TN": 1031017, + "TP": 16256, + "n_pred": 17247, + "n_ref": 19384 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.953700238540759, + "FN": 10390, + "FP": 5817, + "IoU": 0.9114980942083593, + "TN": 868266, + "TP": 166919, + "n_pred": 172736, + "n_ref": 177309 + }, + "7": { + "Dice": 0.8330029913623498, + "FN": 20859, + "FP": 1974, + "IoU": 0.7138004512409125, + "TN": 971612, + "TP": 56947, + "n_pred": 58921, + "n_ref": 77806 + }, + "8": { + "Dice": 0.7515151515151515, + "FN": 40, + "FP": 1, + "IoU": 0.6019417475728155, + "TN": 1051289, + "TP": 62, + "n_pred": 63, + "n_ref": 102 + }, + "9": { + "Dice": 0.9468013942189205, + "FN": 871, + "FP": 2151, + "IoU": 0.8989770675937688, + "TN": 1021478, + "TP": 26892, + "n_pred": 29043, + "n_ref": 27763 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6974595842956121, + "FN": 244, + "FP": 18, + "IoU": 0.5354609929078015, + "TN": 1050828, + "TP": 302, + "n_pred": 320, + "n_ref": 546 + }, + "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": 0.6943401572572077, + "FN": 1120, + "FP": 3195, + "IoU": 0.5317925347222222, + "TN": 1042176, + "TP": 4901, + "n_pred": 8096, + "n_ref": 6021 + }, + "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": 0.9563446929806085, + "FN": 1373, + "FP": 1736, + "IoU": 0.9163415224820386, + "TN": 1014229, + "TP": 34054, + "n_pred": 35790, + "n_ref": 35427 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7808193783600074, + "FN": 4780, + "FP": 2314, + "IoU": 0.6404460212873796, + "TN": 1031662, + "TP": 12636, + "n_pred": 14950, + "n_ref": 17416 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 1051364, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "6": { + "Dice": 0.9818394109264851, + "FN": 2753, + "FP": 3033, + "IoU": 0.9643266705303526, + "TN": 889198, + "TP": 156408, + "n_pred": 159441, + "n_ref": 159161 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 522, + "IoU": 0.0, + "TN": 1050870, + "TP": 0, + "n_pred": 522, + "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": 64, + "IoU": 0.0, + "TN": 1051328, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9713172826636538, + "FN": 1999, + "FP": 2596, + "IoU": 0.9442340833515377, + "TN": 1319458, + "TP": 77803, + "n_pred": 80399, + "n_ref": 79802 + }, + "10": { + "Dice": 0.823110470931861, + "FN": 1409, + "FP": 3012, + "IoU": 0.6993948459917047, + "TN": 1387149, + "TP": 10286, + "n_pred": 13298, + "n_ref": 11695 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5324675324675324, + "FN": 103, + "FP": 41, + "IoU": 0.36283185840707965, + "TN": 1401630, + "TP": 82, + "n_pred": 123, + "n_ref": 185 + }, + "13": { + "Dice": 0.8134213796632471, + "FN": 3472, + "FP": 4185, + "IoU": 0.685518317726302, + "TN": 1377508, + "TP": 16691, + "n_pred": 20876, + "n_ref": 20163 + }, + "14": { + "Dice": 0.852102966699648, + "FN": 4102, + "FP": 14134, + "IoU": 0.7423165510322316, + "TN": 1331087, + "TP": 52533, + "n_pred": 66667, + "n_ref": 56635 + }, + "15": { + "Dice": 0.6719866314693275, + "FN": 27069, + "FP": 19, + "IoU": 0.5060089358986049, + "TN": 1347021, + "TP": 27747, + "n_pred": 27766, + "n_ref": 54816 + }, + "2": { + "Dice": 0.8172828890799656, + "FN": 296, + "FP": 554, + "IoU": 0.6910214467466376, + "TN": 1399105, + "TP": 1901, + "n_pred": 2455, + "n_ref": 2197 + }, + "3": { + "Dice": 0.9527846381295025, + "FN": 815, + "FP": 4710, + "IoU": 0.9098268348811019, + "TN": 1340585, + "TP": 55746, + "n_pred": 60456, + "n_ref": 56561 + }, + "4": { + "Dice": 0.8770373275164824, + "FN": 2787, + "FP": 2230, + "IoU": 0.7810030992186477, + "TN": 1378947, + "TP": 17892, + "n_pred": 20122, + "n_ref": 20679 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9811304073953332, + "FN": 1625, + "FP": 1790, + "IoU": 0.9629597492326214, + "TN": 1309659, + "TP": 88782, + "n_pred": 90572, + "n_ref": 90407 + }, + "7": { + "Dice": 0.9470368283562977, + "FN": 320, + "FP": 1748, + "IoU": 0.8994016636668775, + "TN": 1381299, + "TP": 18489, + "n_pred": 20237, + "n_ref": 18809 + }, + "8": { + "Dice": 0.885677971770687, + "FN": 593, + "FP": 1116, + "IoU": 0.7948133029175171, + "TN": 1393527, + "TP": 6620, + "n_pred": 7736, + "n_ref": 7213 + }, + "9": { + "Dice": 0.8866130723523243, + "FN": 1607, + "FP": 1637, + "IoU": 0.7963207132542224, + "TN": 1385929, + "TP": 12683, + "n_pred": 14320, + "n_ref": 14290 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7590511860174781, + "FN": 7739, + "FP": 5964, + "IoU": 0.6116700201207244, + "TN": 1016105, + "TP": 21584, + "n_pred": 27548, + "n_ref": 29323 + }, + "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": 1101, + "FP": 276, + "IoU": 0.0, + "TN": 1050015, + "TP": 0, + "n_pred": 276, + "n_ref": 1101 + }, + "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": 0.9292031050407782, + "FN": 2327, + "FP": 555, + "IoU": 0.8677678366597844, + "TN": 1029597, + "TP": 18913, + "n_pred": 19468, + "n_ref": 21240 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 52, + "IoU": 0.0, + "TN": 1051340, + "TP": 0, + "n_pred": 52, + "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": 89, + "FP": 0, + "IoU": 0.0, + "TN": 1051303, + "TP": 0, + "n_pred": 0, + "n_ref": 89 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9536096411603384, + "FN": 735, + "FP": 466, + "IoU": 0.9113325950535253, + "TN": 862615, + "TP": 12344, + "n_pred": 12810, + "n_ref": 13079 + }, + "10": { + "Dice": 0.896388083311363, + "FN": 817, + "FP": 362, + "IoU": 0.8122312470138557, + "TN": 869881, + "TP": 5100, + "n_pred": 5462, + "n_ref": 5917 + }, + "11": { + "Dice": 0.4323470267164608, + "FN": 3392, + "FP": 560, + "IoU": 0.27579256001466007, + "TN": 870703, + "TP": 1505, + "n_pred": 2065, + "n_ref": 4897 + }, + "12": { + "Dice": 0.7871265377855887, + "FN": 942, + "FP": 996, + "IoU": 0.6489766346676327, + "TN": 870639, + "TP": 3583, + "n_pred": 4579, + "n_ref": 4525 + }, + "13": { + "Dice": 0.9294759219890932, + "FN": 649, + "FP": 114, + "IoU": 0.8682438266275254, + "TN": 870369, + "TP": 5028, + "n_pred": 5142, + "n_ref": 5677 + }, + "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": 0.7526454178156865, + "FN": 7576, + "FP": 138, + "IoU": 0.6033933161953727, + "TN": 856710, + "TP": 11736, + "n_pred": 11874, + "n_ref": 19312 + }, + "3": { + "Dice": 0.8137173833149577, + "FN": 531, + "FP": 7579, + "IoU": 0.6859388916857065, + "TN": 850337, + "TP": 17713, + "n_pred": 25292, + "n_ref": 18244 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6597175521183591, + "FN": 48, + "FP": 964, + "IoU": 0.4922227797290517, + "TN": 874167, + "TP": 981, + "n_pred": 1945, + "n_ref": 1029 + }, + "6": { + "Dice": 0.9341004594902408, + "FN": 2752, + "FP": 604, + "IoU": 0.8763494344349877, + "TN": 849019, + "TP": 23785, + "n_pred": 24389, + "n_ref": 26537 + }, + "7": { + "Dice": 0.9151948167213988, + "FN": 2215, + "FP": 1607, + "IoU": 0.8436490079770914, + "TN": 851715, + "TP": 20623, + "n_pred": 22230, + "n_ref": 22838 + }, + "8": { + "Dice": 0.9527286169770344, + "FN": 607, + "FP": 416, + "IoU": 0.909724673490999, + "TN": 864828, + "TP": 10309, + "n_pred": 10725, + "n_ref": 10916 + }, + "9": { + "Dice": 0.9489799629077421, + "FN": 875, + "FP": 1931, + "IoU": 0.9029132931977025, + "TN": 847258, + "TP": 26096, + "n_pred": 28027, + "n_ref": 26971 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.818595623743617, + "FN": 3052, + "FP": 4799, + "IoU": 0.6929004498337571, + "TN": 1025827, + "TP": 17714, + "n_pred": 22513, + "n_ref": 20766 + }, + "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": 0.41492548632968035, + "FN": 14146, + "FP": 1283, + "IoU": 0.26177033492822965, + "TN": 1030492, + "TP": 5471, + "n_pred": 6754, + "n_ref": 19617 + }, + "14": { + "Dice": 0.868201403422381, + "FN": 3450, + "FP": 1903, + "IoU": 0.7670988513748694, + "TN": 1028408, + "TP": 17631, + "n_pred": 19534, + "n_ref": 21081 + }, + "15": { + "Dice": 0.7810890088491212, + "FN": 634, + "FP": 8247, + "IoU": 0.6408088978766431, + "TN": 1026667, + "TP": 15844, + "n_pred": 24091, + "n_ref": 16478 + }, + "2": { + "Dice": 0.7312440645773979, + "FN": 282, + "FP": 1, + "IoU": 0.5763473053892215, + "TN": 1050724, + "TP": 385, + "n_pred": 386, + "n_ref": 667 + }, + "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": 27, + "IoU": 0.0, + "TN": 1051365, + "TP": 0, + "n_pred": 27, + "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": 0.7253112620260328, + "FN": 4197, + "FP": 3569, + "IoU": 0.5690104889283534, + "TN": 1033373, + "TP": 10253, + "n_pred": 13822, + "n_ref": 14450 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 19889, + "IoU": 0.0, + "TN": 1381967, + "TP": 0, + "n_pred": 19889, + "n_ref": 0 + }, + "10": { + "Dice": 0.28574788334901224, + "FN": 2034, + "FP": 10114, + "IoU": 0.1666895321717657, + "TN": 1387278, + "TP": 2430, + "n_pred": 12544, + "n_ref": 4464 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2003, + "FP": 0, + "IoU": 0.0, + "TN": 1399853, + "TP": 0, + "n_pred": 0, + "n_ref": 2003 + }, + "13": { + "Dice": 0.6307384468794665, + "FN": 17364, + "FP": 2013, + "IoU": 0.4606413182653232, + "TN": 1365930, + "TP": 16549, + "n_pred": 18562, + "n_ref": 33913 + }, + "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": 0.920083885705726, + "FN": 1499, + "FP": 2769, + "IoU": 0.8519956999687901, + "TN": 1373019, + "TP": 24569, + "n_pred": 27338, + "n_ref": 26068 + }, + "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": 0.8998632545419027, + "FN": 961, + "FP": 14417, + "IoU": 0.8179558207259038, + "TN": 1317382, + "TP": 69096, + "n_pred": 83513, + "n_ref": 70057 + }, + "7": { + "Dice": 0.5952108820499795, + "FN": 18043, + "FP": 10644, + "IoU": 0.42370123347663624, + "TN": 1352078, + "TP": 21091, + "n_pred": 31735, + "n_ref": 39134 + }, + "8": { + "Dice": 0.8181019332161688, + "FN": 345, + "FP": 69, + "IoU": 0.6921933085501859, + "TN": 1400511, + "TP": 931, + "n_pred": 1000, + "n_ref": 1276 + }, + "9": { + "Dice": 0.7313000740591127, + "FN": 1036, + "FP": 2955, + "IoU": 0.5764168966249203, + "TN": 1392434, + "TP": 5431, + "n_pred": 8386, + "n_ref": 6467 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0057.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": 2503, + "IoU": 0.0, + "TN": 1224121, + "TP": 0, + "n_pred": 2503, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 232, + "FP": 0, + "IoU": 0.0, + "TN": 1226392, + "TP": 0, + "n_pred": 0, + "n_ref": 232 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.38149529541408833, + "FN": 25392, + "FP": 3794, + "IoU": 0.23570848718150156, + "TN": 1188437, + "TP": 9001, + "n_pred": 12795, + "n_ref": 34393 + }, + "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": 22383, + "IoU": 0.0, + "TN": 1204241, + "TP": 0, + "n_pred": 22383, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8300186255011522, + "FN": 5629, + "FP": 15909, + "IoU": 0.7094289221968889, + "TN": 1152501, + "TP": 52585, + "n_pred": 68494, + "n_ref": 58214 + }, + "7": { + "Dice": 0.6487343165309267, + "FN": 33765, + "FP": 6130, + "IoU": 0.48009382941291456, + "TN": 1149889, + "TP": 36840, + "n_pred": 42970, + "n_ref": 70605 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6653543307086615, + "FN": 815, + "FP": 375, + "IoU": 0.49852507374631266, + "TN": 1224251, + "TP": 1183, + "n_pred": 1558, + "n_ref": 1998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8047619047619048, + "FN": 1249, + "FP": 719, + "IoU": 0.6733067729083665, + "TN": 1571064, + "TP": 4056, + "n_pred": 4775, + "n_ref": 5305 + }, + "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": 43, + "IoU": 0.0, + "TN": 1577045, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "13": { + "Dice": 0.7949977216343477, + "FN": 604, + "FP": 3445, + "IoU": 0.6597478991596639, + "TN": 1565188, + "TP": 7851, + "n_pred": 11296, + "n_ref": 8455 + }, + "14": { + "Dice": 0.8710569023227508, + "FN": 1677, + "FP": 8493, + "IoU": 0.7715684733047325, + "TN": 1532567, + "TP": 34351, + "n_pred": 42844, + "n_ref": 36028 + }, + "15": { + "Dice": 0.7057670561628345, + "FN": 4697, + "FP": 3109, + "IoU": 0.5453168685927307, + "TN": 1559920, + "TP": 9362, + "n_pred": 12471, + "n_ref": 14059 + }, + "2": { + "Dice": 0.9289152924306053, + "FN": 7495, + "FP": 2221, + "IoU": 0.8672659462560964, + "TN": 1503889, + "TP": 63483, + "n_pred": 65704, + "n_ref": 70978 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9185151652331371, + "FN": 316, + "FP": 404, + "IoU": 0.8493093344495605, + "TN": 1572310, + "TP": 4058, + "n_pred": 4462, + "n_ref": 4374 + }, + "5": { + "Dice": 0.7304152637485971, + "FN": 2089, + "FP": 1514, + "IoU": 0.5753182461103253, + "TN": 1568604, + "TP": 4881, + "n_pred": 6395, + "n_ref": 6970 + }, + "6": { + "Dice": 0.9687588017900886, + "FN": 7258, + "FP": 3723, + "IoU": 0.9394104923966541, + "TN": 1395852, + "TP": 170255, + "n_pred": 173978, + "n_ref": 177513 + }, + "7": { + "Dice": 0.7908648887579196, + "FN": 1198, + "FP": 5899, + "IoU": 0.6540748683953987, + "TN": 1556572, + "TP": 13419, + "n_pred": 19318, + "n_ref": 14617 + }, + "8": { + "Dice": 0.5122302158273381, + "FN": 152, + "FP": 187, + "IoU": 0.344294003868472, + "TN": 1576571, + "TP": 178, + "n_pred": 365, + "n_ref": 330 + }, + "9": { + "Dice": 0.4642857142857143, + "FN": 4, + "FP": 26, + "IoU": 0.3023255813953488, + "TN": 1577045, + "TP": 13, + "n_pred": 39, + "n_ref": 17 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8955583841361292, + "FN": 1399, + "FP": 160, + "IoU": 0.8108698289457722, + "TN": 1043149, + "TP": 6684, + "n_pred": 6844, + "n_ref": 8083 + }, + "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": 0.5091759002770083, + "FN": 11228, + "FP": 112, + "IoU": 0.34153989083730113, + "TN": 1034170, + "TP": 5882, + "n_pred": 5994, + "n_ref": 17110 + }, + "15": { + "Dice": 0.10969558803808502, + "FN": 4357, + "FP": 8921, + "IoU": 0.058030646992054485, + "TN": 1037296, + "TP": 818, + "n_pred": 9739, + "n_ref": 5175 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1051389, + "TP": 0, + "n_pred": 3, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0083.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": 0.9495564005069709, + "FN": 360, + "FP": 237, + "IoU": 0.903957528957529, + "TN": 1220408, + "TP": 5619, + "n_pred": 5856, + "n_ref": 5979 + }, + "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": 0.9504569504569504, + "FN": 926, + "FP": 1649, + "IoU": 0.9055912007332723, + "TN": 1199349, + "TP": 24700, + "n_pred": 26349, + "n_ref": 25626 + }, + "5": { + "Dice": 0.8883986928104575, + "FN": 175, + "FP": 1191, + "IoU": 0.7992062325444657, + "TN": 1219821, + "TP": 5437, + "n_pred": 6628, + "n_ref": 5612 + }, + "6": { + "Dice": 0.9336787005558254, + "FN": 714, + "FP": 4202, + "IoU": 0.8756072874493928, + "TN": 1187104, + "TP": 34604, + "n_pred": 38806, + "n_ref": 35318 + }, + "7": { + "Dice": 0.9297625063163214, + "FN": 55, + "FP": 640, + "IoU": 0.8687440982058546, + "TN": 1221329, + "TP": 4600, + "n_pred": 5240, + "n_ref": 4655 + }, + "8": { + "Dice": 0.9795349410966508, + "FN": 556, + "FP": 1103, + "IoU": 0.9598907209515981, + "TN": 1185262, + "TP": 39703, + "n_pred": 40806, + "n_ref": 40259 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1226616, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.967607375551413, + "FN": 3549, + "FP": 1716, + "IoU": 0.9372474702327743, + "TN": 1317955, + "TP": 78636, + "n_pred": 80352, + "n_ref": 82185 + }, + "10": { + "Dice": 0.8886208642306204, + "FN": 5261, + "FP": 2219, + "IoU": 0.7995659047670087, + "TN": 1364537, + "TP": 29839, + "n_pred": 32058, + "n_ref": 35100 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6977417486971627, + "FN": 1580, + "FP": 508, + "IoU": 0.5357936860827034, + "TN": 1397358, + "TP": 2410, + "n_pred": 2918, + "n_ref": 3990 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 5715, + "IoU": 0.0, + "TN": 1396141, + "TP": 0, + "n_pred": 5715, + "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": 119, + "IoU": 0.0, + "TN": 1401737, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "3": { + "Dice": 0.9649136371368043, + "FN": 1354, + "FP": 915, + "IoU": 0.9322059218978757, + "TN": 1368387, + "TP": 31200, + "n_pred": 32115, + "n_ref": 32554 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 35, + "FP": 277, + "IoU": 0.0, + "TN": 1401544, + "TP": 0, + "n_pred": 277, + "n_ref": 35 + }, + "6": { + "Dice": 0.9672309651970251, + "FN": 2059, + "FP": 1131, + "IoU": 0.9365414072291074, + "TN": 1351587, + "TP": 47079, + "n_pred": 48210, + "n_ref": 49138 + }, + "7": { + "Dice": 0.8084976525821597, + "FN": 5628, + "FP": 2530, + "IoU": 0.6785531344812641, + "TN": 1376477, + "TP": 17221, + "n_pred": 19751, + "n_ref": 22849 + }, + "8": { + "Dice": 0.9558553208336869, + "FN": 289, + "FP": 1272, + "IoU": 0.9154433670982071, + "TN": 1383395, + "TP": 16900, + "n_pred": 18172, + "n_ref": 17189 + }, + "9": { + "Dice": 0.07155025553662692, + "FN": 0, + "FP": 1635, + "IoU": 0.037102473498233215, + "TN": 1400158, + "TP": 63, + "n_pred": 1698, + "n_ref": 63 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 1226582, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "10": { + "Dice": 0.7986003110419907, + "FN": 195, + "FP": 323, + "IoU": 0.6647249190938511, + "TN": 1225079, + "TP": 1027, + "n_pred": 1350, + "n_ref": 1222 + }, + "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": 0.19591836734693877, + "FN": 196, + "FP": 1, + "IoU": 0.1085972850678733, + "TN": 1226403, + "TP": 24, + "n_pred": 25, + "n_ref": 220 + }, + "6": { + "Dice": 0.8468707416780222, + "FN": 9783, + "FP": 2803, + "IoU": 0.7344109392475047, + "TN": 1179235, + "TP": 34803, + "n_pred": 37606, + "n_ref": 44586 + }, + "7": { + "Dice": 0.8158533791523482, + "FN": 19018, + "FP": 1077, + "IoU": 0.6889800340504566, + "TN": 1162014, + "TP": 44515, + "n_pred": 45592, + "n_ref": 63533 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8955916473317865, + "FN": 36, + "FP": 9, + "IoU": 0.8109243697478992, + "TN": 1226386, + "TP": 193, + "n_pred": 202, + "n_ref": 229 + }, + "10": { + "Dice": 0.7931688327996484, + "FN": 12055, + "FP": 4416, + "IoU": 0.657232638961147, + "TN": 1178571, + "TP": 31582, + "n_pred": 35998, + "n_ref": 43637 + }, + "11": { + "Dice": 0.41284403669724773, + "FN": 13, + "FP": 115, + "IoU": 0.26011560693641617, + "TN": 1226451, + "TP": 45, + "n_pred": 160, + "n_ref": 58 + }, + "12": { + "Dice": 0.0, + "FN": 116, + "FP": 0, + "IoU": 0.0, + "TN": 1226508, + "TP": 0, + "n_pred": 0, + "n_ref": 116 + }, + "13": { + "Dice": 0.7987148086697743, + "FN": 5565, + "FP": 2078, + "IoU": 0.664883588371991, + "TN": 1203817, + "TP": 15164, + "n_pred": 17242, + "n_ref": 20729 + }, + "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": 0.9531374645688002, + "FN": 1236, + "FP": 1525, + "IoU": 0.9104705081228315, + "TN": 1195785, + "TP": 28078, + "n_pred": 29603, + "n_ref": 29314 + }, + "3": { + "Dice": 0.9768291510431689, + "FN": 478, + "FP": 245, + "IoU": 0.9547077616989288, + "TN": 1210661, + "TP": 15240, + "n_pred": 15485, + "n_ref": 15718 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9080369424248379, + "FN": 129, + "FP": 807, + "IoU": 0.8315637934137124, + "TN": 1221067, + "TP": 4621, + "n_pred": 5428, + "n_ref": 4750 + }, + "6": { + "Dice": 0.9747039379815466, + "FN": 4600, + "FP": 3910, + "IoU": 0.9506560827539821, + "TN": 1054161, + "TP": 163953, + "n_pred": 167863, + "n_ref": 168553 + }, + "7": { + "Dice": 0.8926736640999057, + "FN": 1606, + "FP": 7607, + "IoU": 0.8061522923811728, + "TN": 1179097, + "TP": 38314, + "n_pred": 45921, + "n_ref": 39920 + }, + "8": { + "Dice": 0.9737665314213151, + "FN": 325, + "FP": 522, + "IoU": 0.9488742681233778, + "TN": 1210057, + "TP": 15720, + "n_pred": 16242, + "n_ref": 16045 + }, + "9": { + "Dice": 0.8872773728113024, + "FN": 2416, + "FP": 3584, + "IoU": 0.7973931248733707, + "TN": 1197010, + "TP": 23614, + "n_pred": 27198, + "n_ref": 26030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9640028334084616, + "FN": 407, + "FP": 152, + "IoU": 0.9305072103431129, + "TN": 1218580, + "TP": 7485, + "n_pred": 7637, + "n_ref": 7892 + }, + "10": { + "Dice": 0.9416801762480774, + "FN": 1051, + "FP": 352, + "IoU": 0.8897879025923017, + "TN": 1213894, + "TP": 11327, + "n_pred": 11679, + "n_ref": 12378 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 130, + "FP": 0, + "IoU": 0.0, + "TN": 1226494, + "TP": 0, + "n_pred": 0, + "n_ref": 130 + }, + "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": 822, + "IoU": 0.0, + "TN": 1225802, + "TP": 0, + "n_pred": 822, + "n_ref": 0 + }, + "3": { + "Dice": 0.9685729332563466, + "FN": 3849, + "FP": 1104, + "IoU": 0.939061000516745, + "TN": 1145346, + "TP": 76325, + "n_pred": 77429, + "n_ref": 80174 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7055800883179446, + "FN": 1367, + "FP": 2300, + "IoU": 0.5450936608361245, + "TN": 1218563, + "TP": 4394, + "n_pred": 6694, + "n_ref": 5761 + }, + "6": { + "Dice": 0.7523992322456814, + "FN": 22, + "FP": 107, + "IoU": 0.6030769230769231, + "TN": 1226299, + "TP": 196, + "n_pred": 303, + "n_ref": 218 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.911465557096625, + "FN": 5205, + "FP": 923, + "IoU": 0.8373327670418348, + "TN": 1188952, + "TP": 31544, + "n_pred": 32467, + "n_ref": 36749 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0134.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": 0.1227810650887574, + "FN": 2229, + "FP": 143, + "IoU": 0.06540583136327817, + "TN": 1224086, + "TP": 166, + "n_pred": 309, + "n_ref": 2395 + }, + "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": 165, + "IoU": 0.0, + "TN": 1226459, + "TP": 0, + "n_pred": 165, + "n_ref": 0 + }, + "13": { + "Dice": 0.33395911556111807, + "FN": 1444, + "FP": 4942, + "IoU": 0.20045073244021536, + "TN": 1218637, + "TP": 1601, + "n_pred": 6543, + "n_ref": 3045 + }, + "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": 0.793545422049737, + "FN": 3951, + "FP": 92, + "IoU": 0.6577499365106239, + "TN": 1214811, + "TP": 7770, + "n_pred": 7862, + "n_ref": 11721 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1226620, + "TP": 0, + "n_pred": 4, + "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": 0.41199478487614083, + "FN": 150, + "FP": 301, + "IoU": 0.2594417077175698, + "TN": 1226015, + "TP": 158, + "n_pred": 459, + "n_ref": 308 + }, + "7": { + "Dice": 0.0, + "FN": 265, + "FP": 1673, + "IoU": 0.0, + "TN": 1224686, + "TP": 0, + "n_pred": 1673, + "n_ref": 265 + }, + "8": { + "Dice": 0.817579714258681, + "FN": 3674, + "FP": 182, + "IoU": 0.6914459470272866, + "TN": 1214127, + "TP": 8641, + "n_pred": 8823, + "n_ref": 12315 + }, + "9": { + "Dice": 0.6162926449604359, + "FN": 3126, + "FP": 2790, + "IoU": 0.44539233148964097, + "TN": 1215957, + "TP": 4751, + "n_pred": 7541, + "n_ref": 7877 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9508885034282013, + "FN": 6079, + "FP": 518, + "IoU": 0.9063750674122222, + "TN": 1156162, + "TP": 63865, + "n_pred": 64383, + "n_ref": 69944 + }, + "10": { + "Dice": 0.8867381419214885, + "FN": 5428, + "FP": 5432, + "IoU": 0.7965225211721502, + "TN": 1173252, + "TP": 42512, + "n_pred": 47944, + "n_ref": 47940 + }, + "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": 0.7158429463435284, + "FN": 7213, + "FP": 3527, + "IoU": 0.5574418987967694, + "TN": 1202356, + "TP": 13528, + "n_pred": 17055, + "n_ref": 20741 + }, + "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": 0.5833333333333334, + "FN": 35, + "FP": 5, + "IoU": 0.4117647058823529, + "TN": 1226556, + "TP": 28, + "n_pred": 33, + "n_ref": 63 + }, + "4": { + "Dice": 0.016260162601626018, + "FN": 0, + "FP": 1573, + "IoU": 0.00819672131147541, + "TN": 1225038, + "TP": 13, + "n_pred": 1586, + "n_ref": 13 + }, + "5": { + "Dice": 0.9043392504930966, + "FN": 118, + "FP": 76, + "IoU": 0.8253825382538253, + "TN": 1225513, + "TP": 917, + "n_pred": 993, + "n_ref": 1035 + }, + "6": { + "Dice": 0.9508362741202957, + "FN": 1854, + "FP": 4457, + "IoU": 0.906280164540608, + "TN": 1159285, + "TP": 61028, + "n_pred": 65485, + "n_ref": 62882 + }, + "7": { + "Dice": 0.9360090502188776, + "FN": 1287, + "FP": 1315, + "IoU": 0.8797152366863905, + "TN": 1204992, + "TP": 19030, + "n_pred": 20345, + "n_ref": 20317 + }, + "8": { + "Dice": 0.9639896621039533, + "FN": 1308, + "FP": 573, + "IoU": 0.9304826668637741, + "TN": 1199566, + "TP": 25177, + "n_pred": 25750, + "n_ref": 26485 + }, + "9": { + "Dice": 0.9166490324704333, + "FN": 1260, + "FP": 2285, + "IoU": 0.8461237954683566, + "TN": 1203586, + "TP": 19493, + "n_pred": 21778, + "n_ref": 20753 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 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": 293, + "IoU": 0.0, + "TN": 875867, + "TP": 0, + "n_pred": 293, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 358, + "IoU": 0.0, + "TN": 875802, + "TP": 0, + "n_pred": 358, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.8959316300186949, + "FN": 415, + "FP": 754, + "IoU": 0.8114820190291888, + "TN": 1045191, + "TP": 5032, + "n_pred": 5786, + "n_ref": 5447 + }, + "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": 0.8210290827740492, + "FN": 1542, + "FP": 3258, + "IoU": 0.6963946869070209, + "TN": 1035582, + "TP": 11010, + "n_pred": 14268, + "n_ref": 12552 + }, + "14": { + "Dice": 0.9082786866207815, + "FN": 9117, + "FP": 2730, + "IoU": 0.8319693638749025, + "TN": 980887, + "TP": 58658, + "n_pred": 61388, + "n_ref": 67775 + }, + "15": { + "Dice": 0.8137566137566138, + "FN": 575, + "FP": 481, + "IoU": 0.6859946476360392, + "TN": 1048029, + "TP": 2307, + "n_pred": 2788, + "n_ref": 2882 + }, + "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": 0.9405540261527874, + "FN": 1830, + "FP": 934, + "IoU": 0.8877791311408851, + "TN": 1026762, + "TP": 21866, + "n_pred": 22800, + "n_ref": 23696 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9658822379035544, + "FN": 3903, + "FP": 4471, + "IoU": 0.934015712045639, + "TN": 924483, + "TP": 118535, + "n_pred": 123006, + "n_ref": 122438 + }, + "7": { + "Dice": 0.9257886579578163, + "FN": 3455, + "FP": 4254, + "IoU": 0.8618310212567659, + "TN": 995598, + "TP": 48085, + "n_pred": 52339, + "n_ref": 51540 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.5549344546129112, + "FN": 11473, + "FP": 6521, + "IoU": 0.3840202656442558, + "TN": 1022180, + "TP": 11218, + "n_pred": 17739, + "n_ref": 22691 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.08484848484848485, + "FN": 151, + "FP": 0, + "IoU": 0.04430379746835443, + "TN": 1051234, + "TP": 7, + "n_pred": 7, + "n_ref": 158 + }, + "13": { + "Dice": 0.769030460849028, + "FN": 3042, + "FP": 4586, + "IoU": 0.6247355733753136, + "TN": 1031065, + "TP": 12699, + "n_pred": 17285, + "n_ref": 15741 + }, + "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": 0.9528115205176723, + "FN": 1188, + "FP": 2079, + "IoU": 0.9098758620689655, + "TN": 1015142, + "TP": 32983, + "n_pred": 35062, + "n_ref": 34171 + }, + "3": { + "Dice": 0.9566517189835575, + "FN": 10, + "FP": 19, + "IoU": 0.9169054441260746, + "TN": 1051043, + "TP": 320, + "n_pred": 339, + "n_ref": 330 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.09955041746949261, + "FN": 2804, + "FP": 0, + "IoU": 0.05238256167624197, + "TN": 1048433, + "TP": 155, + "n_pred": 155, + "n_ref": 2959 + }, + "6": { + "Dice": 0.8418407573583214, + "FN": 8161, + "FP": 19722, + "IoU": 0.7268782446860613, + "TN": 949302, + "TP": 74207, + "n_pred": 93929, + "n_ref": 82368 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4515, + "IoU": 0.0, + "TN": 1046877, + "TP": 0, + "n_pred": 4515, + "n_ref": 0 + }, + "8": { + "Dice": 0.9625413368072954, + "FN": 3523, + "FP": 215, + "IoU": 0.9277876516497953, + "TN": 999628, + "TP": 48026, + "n_pred": 48241, + "n_ref": 51549 + }, + "9": { + "Dice": 0.8272078990674712, + "FN": 519, + "FP": 426, + "IoU": 0.7053320860617399, + "TN": 1048185, + "TP": 2262, + "n_pred": 2688, + "n_ref": 2781 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 240, + "IoU": 0.0, + "TN": 1576848, + "TP": 0, + "n_pred": 240, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 1577050, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "11": { + "Dice": 0.8166107815321124, + "FN": 564, + "FP": 147, + "IoU": 0.6900610287707062, + "TN": 1574794, + "TP": 1583, + "n_pred": 1730, + "n_ref": 2147 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1577085, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": 0.5852187028657617, + "FN": 1366, + "FP": 1384, + "IoU": 0.4136460554371002, + "TN": 1572398, + "TP": 1940, + "n_pred": 3324, + "n_ref": 3306 + }, + "14": { + "Dice": 0.8449519762758376, + "FN": 10328, + "FP": 181, + "IoU": 0.7315297363580625, + "TN": 1537944, + "TP": 28635, + "n_pred": 28816, + "n_ref": 38963 + }, + "15": { + "Dice": 0.04242424242424243, + "FN": 0, + "FP": 948, + "IoU": 0.021671826625386997, + "TN": 1576119, + "TP": 21, + "n_pred": 969, + "n_ref": 21 + }, + "2": { + "Dice": 0.9634682602322697, + "FN": 726, + "FP": 1218, + "IoU": 0.9295115849015555, + "TN": 1549509, + "TP": 25635, + "n_pred": 26853, + "n_ref": 26361 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 2117, + "FP": 357, + "IoU": 0.0, + "TN": 1574614, + "TP": 0, + "n_pred": 357, + "n_ref": 2117 + }, + "5": { + "Dice": 0.6715130606209956, + "FN": 1978, + "FP": 688, + "IoU": 0.5054720831014654, + "TN": 1571697, + "TP": 2725, + "n_pred": 3413, + "n_ref": 4703 + }, + "6": { + "Dice": 0.826542812471259, + "FN": 21320, + "FP": 1312, + "IoU": 0.7043655458891762, + "TN": 1500534, + "TP": 53922, + "n_pred": 55234, + "n_ref": 75242 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9038, + "IoU": 0.0, + "TN": 1568050, + "TP": 0, + "n_pred": 9038, + "n_ref": 0 + }, + "8": { + "Dice": 0.9032656376929326, + "FN": 5181, + "FP": 773, + "IoU": 0.8235956387769614, + "TN": 1543336, + "TP": 27798, + "n_pred": 28571, + "n_ref": 32979 + }, + "9": { + "Dice": 0.8746466061902304, + "FN": 1467, + "FP": 3632, + "IoU": 0.7772195036700454, + "TN": 1554200, + "TP": 17789, + "n_pred": 21421, + "n_ref": 19256 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 488, + "IoU": 0.0, + "TN": 1401368, + "TP": 0, + "n_pred": 488, + "n_ref": 0 + }, + "10": { + "Dice": 0.8892778993435448, + "FN": 190, + "FP": 1328, + "IoU": 0.8006304176516943, + "TN": 1394242, + "TP": 6096, + "n_pred": 7424, + "n_ref": 6286 + }, + "11": { + "Dice": 0.6957091385522437, + "FN": 1158, + "FP": 700, + "IoU": 0.5334003013561025, + "TN": 1397874, + "TP": 2124, + "n_pred": 2824, + "n_ref": 3282 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9519846350832266, + "FN": 134, + "FP": 166, + "IoU": 0.9083689676237019, + "TN": 1398582, + "TP": 2974, + "n_pred": 3140, + "n_ref": 3108 + }, + "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": 0.9664331276795984, + "FN": 106, + "FP": 215, + "IoU": 0.9350465398624039, + "TN": 1396914, + "TP": 4621, + "n_pred": 4836, + "n_ref": 4727 + }, + "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": 0.9677902964329456, + "FN": 3408, + "FP": 9268, + "IoU": 0.9375907754872951, + "TN": 1198745, + "TP": 190435, + "n_pred": 199703, + "n_ref": 193843 + }, + "7": { + "Dice": 0.8496420047732697, + "FN": 62, + "FP": 1, + "IoU": 0.7385892116182573, + "TN": 1401615, + "TP": 178, + "n_pred": 179, + "n_ref": 240 + }, + "8": { + "Dice": 0.781021897810219, + "FN": 0, + "FP": 60, + "IoU": 0.6407185628742516, + "TN": 1401689, + "TP": 107, + "n_pred": 167, + "n_ref": 107 + }, + "9": { + "Dice": 0.8814155233691291, + "FN": 226, + "FP": 2877, + "IoU": 0.7879740348479672, + "TN": 1387221, + "TP": 11532, + "n_pred": 14409, + "n_ref": 11758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.0, + "FN": 0, + "FP": 134, + "IoU": 0.0, + "TN": 1401722, + "TP": 0, + "n_pred": 134, + "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": 0.6848011502892062, + "FN": 39687, + "FP": 8540, + "IoU": 0.5206825952134849, + "TN": 1301240, + "TP": 52389, + "n_pred": 60929, + "n_ref": 92076 + }, + "15": { + "Dice": 0.7401744373855927, + "FN": 372, + "FP": 11693, + "IoU": 0.5875213675213675, + "TN": 1372606, + "TP": 17185, + "n_pred": 28878, + "n_ref": 17557 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9487954227672329, + "FN": 4405, + "FP": 1967, + "IoU": 0.9025792346384943, + "TN": 1336449, + "TP": 59035, + "n_pred": 61002, + "n_ref": 63440 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8007308350178821, + "FN": 4720, + "FP": 406, + "IoU": 0.6676823338735819, + "TN": 1386431, + "TP": 10299, + "n_pred": 10705, + "n_ref": 15019 + }, + "6": { + "Dice": 0.8553051243886881, + "FN": 538, + "FP": 2184, + "IoU": 0.7471904894585307, + "TN": 1391089, + "TP": 8045, + "n_pred": 10229, + "n_ref": 8583 + }, + "7": { + "Dice": 0.9348747622256872, + "FN": 9579, + "FP": 6752, + "IoU": 0.8777134641736617, + "TN": 1268309, + "TP": 117216, + "n_pred": 123968, + "n_ref": 126795 + }, + "8": { + "Dice": 0.9598069247192054, + "FN": 325, + "FP": 108, + "IoU": 0.9227199714438693, + "TN": 1396253, + "TP": 5170, + "n_pred": 5278, + "n_ref": 5495 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8896976113279957, + "FN": 277, + "FP": 1390, + "IoU": 0.801311084624553, + "TN": 1043002, + "TP": 6723, + "n_pred": 8113, + "n_ref": 7000 + }, + "10": { + "Dice": 0.8304250559284116, + "FN": 1468, + "FP": 427, + "IoU": 0.7100229533282326, + "TN": 1044857, + "TP": 4640, + "n_pred": 5067, + "n_ref": 6108 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1051390, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "12": { + "Dice": 0.8123268698060941, + "FN": 719, + "FP": 365, + "IoU": 0.6839650145772594, + "TN": 1047962, + "TP": 2346, + "n_pred": 2711, + "n_ref": 3065 + }, + "13": { + "Dice": 0.45211122554067973, + "FN": 578, + "FP": 486, + "IoU": 0.29208250166334, + "TN": 1049889, + "TP": 439, + "n_pred": 925, + "n_ref": 1017 + }, + "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": 0.972308176430482, + "FN": 351, + "FP": 705, + "IoU": 0.9461087011992856, + "TN": 1031797, + "TP": 18539, + "n_pred": 19244, + "n_ref": 18890 + }, + "4": { + "Dice": 0.33152664859981934, + "FN": 1133, + "FP": 347, + "IoU": 0.19870059556036818, + "TN": 1049545, + "TP": 367, + "n_pred": 714, + "n_ref": 1500 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9704791065448094, + "FN": 4269, + "FP": 2104, + "IoU": 0.9426512008782744, + "TN": 940265, + "TP": 104754, + "n_pred": 106858, + "n_ref": 109023 + }, + "7": { + "Dice": 0.9382788765577531, + "FN": 1047, + "FP": 2935, + "IoU": 0.8837338316447195, + "TN": 1017143, + "TP": 30267, + "n_pred": 33202, + "n_ref": 31314 + }, + "8": { + "Dice": 0.9601407696427205, + "FN": 328, + "FP": 193, + "IoU": 0.9233372572101236, + "TN": 1044596, + "TP": 6275, + "n_pred": 6468, + "n_ref": 6603 + }, + "9": { + "Dice": 0.8716739007359879, + "FN": 262, + "FP": 2458, + "IoU": 0.7725372135808664, + "TN": 1039434, + "TP": 9238, + "n_pred": 11696, + "n_ref": 9500 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8336879432624114, + "FN": 1376, + "FP": 500, + "IoU": 0.7148069321982365, + "TN": 1395278, + "TP": 4702, + "n_pred": 5202, + "n_ref": 6078 + }, + "11": { + "Dice": 0.790379627446357, + "FN": 148, + "FP": 741, + "IoU": 0.653411306042885, + "TN": 1399291, + "TP": 1676, + "n_pred": 2417, + "n_ref": 1824 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 157, + "IoU": 0.0, + "TN": 1401699, + "TP": 0, + "n_pred": 157, + "n_ref": 0 + }, + "13": { + "Dice": 0.7657360667559493, + "FN": 6284, + "FP": 2812, + "IoU": 0.620398965027961, + "TN": 1377894, + "TP": 14866, + "n_pred": 17678, + "n_ref": 21150 + }, + "14": { + "Dice": 0.9011351909184726, + "FN": 1727, + "FP": 668, + "IoU": 0.8200601051840721, + "TN": 1388546, + "TP": 10915, + "n_pred": 11583, + "n_ref": 12642 + }, + "15": { + "Dice": 0.6301351665504301, + "FN": 10819, + "FP": 318, + "IoU": 0.4599980605120248, + "TN": 1381232, + "TP": 9487, + "n_pred": 9805, + "n_ref": 20306 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9221754559709499, + "FN": 501, + "FP": 2328, + "IoU": 0.8555895865237366, + "TN": 1382266, + "TP": 16761, + "n_pred": 19089, + "n_ref": 17262 + }, + "4": { + "Dice": 0.7554683479155945, + "FN": 6110, + "FP": 1492, + "IoU": 0.6070302403721892, + "TN": 1382511, + "TP": 11743, + "n_pred": 13235, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9745983222651712, + "FN": 4917, + "FP": 2844, + "IoU": 0.9504551664262094, + "TN": 1245210, + "TP": 148885, + "n_pred": 151729, + "n_ref": 153802 + }, + "7": { + "Dice": 0.021052631578947368, + "FN": 2985, + "FP": 1293, + "IoU": 0.010638297872340425, + "TN": 1397532, + "TP": 46, + "n_pred": 1339, + "n_ref": 3031 + }, + "8": { + "Dice": 0.868943706514864, + "FN": 3038, + "FP": 1106, + "IoU": 0.768258584051001, + "TN": 1383974, + "TP": 13738, + "n_pred": 14844, + "n_ref": 16776 + }, + "9": { + "Dice": 0.9009911774316524, + "FN": 901, + "FP": 917, + "IoU": 0.8198216055500496, + "TN": 1391766, + "TP": 8272, + "n_pred": 9189, + "n_ref": 9173 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8979726233595183, + "FN": 504, + "FP": 1665, + "IoU": 0.8148369472426157, + "TN": 1214910, + "TP": 9545, + "n_pred": 11210, + "n_ref": 10049 + }, + "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": 0.8049940546967895, + "FN": 1210, + "FP": 7974, + "IoU": 0.6736318407960199, + "TN": 1198484, + "TP": 18956, + "n_pred": 26930, + "n_ref": 20166 + }, + "14": { + "Dice": 0.004325239181025364, + "FN": 23328, + "FP": 19029, + "IoU": 0.0021673066503333414, + "TN": 1184175, + "TP": 92, + "n_pred": 19121, + "n_ref": 23420 + }, + "15": { + "Dice": 0.6395722290556239, + "FN": 17101, + "FP": 3997, + "IoU": 0.47012582565235955, + "TN": 1186807, + "TP": 18719, + "n_pred": 22716, + "n_ref": 35820 + }, + "2": { + "Dice": 0.875, + "FN": 590, + "FP": 238, + "IoU": 0.7777777777777778, + "TN": 1222898, + "TP": 2898, + "n_pred": 3136, + "n_ref": 3488 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 595, + "IoU": 0.0, + "TN": 1226029, + "TP": 0, + "n_pred": 595, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 652, + "IoU": 0.0, + "TN": 1225972, + "TP": 0, + "n_pred": 652, + "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": 21509, + "IoU": 0.0, + "TN": 1205115, + "TP": 0, + "n_pred": 21509, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 13150, + "IoU": 0.0, + "TN": 1213474, + "TP": 0, + "n_pred": 13150, + "n_ref": 0 + }, + "8": { + "Dice": 0.9690060154683472, + "FN": 364, + "FP": 177, + "IoU": 0.9398755278950878, + "TN": 1217626, + "TP": 8457, + "n_pred": 8634, + "n_ref": 8821 + }, + "9": { + "Dice": 0.9146459463421786, + "FN": 978, + "FP": 1933, + "IoU": 0.8427166630646207, + "TN": 1208116, + "TP": 15597, + "n_pred": 17530, + "n_ref": 16575 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9693952375439002, + "FN": 1445, + "FP": 934, + "IoU": 0.9406081485919713, + "TN": 1186568, + "TP": 37677, + "n_pred": 38611, + "n_ref": 39122 + }, + "10": { + "Dice": 0.81315413211324, + "FN": 1689, + "FP": 1578, + "IoU": 0.6851387818041634, + "TN": 1216248, + "TP": 7109, + "n_pred": 8687, + "n_ref": 8798 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.24128686327077747, + "FN": 0, + "FP": 283, + "IoU": 0.13719512195121952, + "TN": 1226296, + "TP": 45, + "n_pred": 328, + "n_ref": 45 + }, + "13": { + "Dice": 0.7626220718708112, + "FN": 3174, + "FP": 545, + "IoU": 0.616321056432477, + "TN": 1216931, + "TP": 5974, + "n_pred": 6519, + "n_ref": 9148 + }, + "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": 0.9502717695600865, + "FN": 3434, + "FP": 2339, + "IoU": 0.9052550384034661, + "TN": 1165692, + "TP": 55159, + "n_pred": 57498, + "n_ref": 58593 + }, + "3": { + "Dice": 0.8094435075885329, + "FN": 85, + "FP": 706, + "IoU": 0.6798866855524079, + "TN": 1224153, + "TP": 1680, + "n_pred": 2386, + "n_ref": 1765 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8549748152024597, + "FN": 574, + "FP": 1643, + "IoU": 0.7466864716636198, + "TN": 1217872, + "TP": 6535, + "n_pred": 8178, + "n_ref": 7109 + }, + "6": { + "Dice": 0.9218801858612679, + "FN": 2853, + "FP": 913, + "IoU": 0.8550813868472698, + "TN": 1200637, + "TP": 22221, + "n_pred": 23134, + "n_ref": 25074 + }, + "7": { + "Dice": 0.9397552458552239, + "FN": 2019, + "FP": 5641, + "IoU": 0.8863568927660079, + "TN": 1159220, + "TP": 59744, + "n_pred": 65385, + "n_ref": 61763 + }, + "8": { + "Dice": 0.9326880045084617, + "FN": 1869, + "FP": 2192, + "IoU": 0.8738663187973661, + "TN": 1194428, + "TP": 28135, + "n_pred": 30327, + "n_ref": 30004 + }, + "9": { + "Dice": 0.8596879006233146, + "FN": 5133, + "FP": 1215, + "IoU": 0.7539057956968405, + "TN": 1200829, + "TP": 19447, + "n_pred": 20662, + "n_ref": 24580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9003322259136213, + "FN": 58, + "FP": 2, + "IoU": 0.8187311178247734, + "TN": 1226293, + "TP": 271, + "n_pred": 273, + "n_ref": 329 + }, + "10": { + "Dice": 0.3260741612713361, + "FN": 1037, + "FP": 108, + "IoU": 0.19479606188466947, + "TN": 1225202, + "TP": 277, + "n_pred": 385, + "n_ref": 1314 + }, + "11": { + "Dice": 0.8027988005140654, + "FN": 353, + "FP": 1028, + "IoU": 0.6705629770992366, + "TN": 1222432, + "TP": 2811, + "n_pred": 3839, + "n_ref": 3164 + }, + "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": 0.5969781651115427, + "FN": 6655, + "FP": 1854, + "IoU": 0.425494564850449, + "TN": 1211813, + "TP": 6302, + "n_pred": 8156, + "n_ref": 12957 + }, + "15": { + "Dice": 0.8662229866148209, + "FN": 4149, + "FP": 4796, + "IoU": 0.7640153014114233, + "TN": 1188719, + "TP": 28960, + "n_pred": 33756, + "n_ref": 33109 + }, + "2": { + "Dice": 0.8968713789107764, + "FN": 10, + "FP": 702, + "IoU": 0.8130252100840336, + "TN": 1222816, + "TP": 3096, + "n_pred": 3798, + "n_ref": 3106 + }, + "3": { + "Dice": 0.9684305306965049, + "FN": 1369, + "FP": 1506, + "IoU": 0.9387933236821936, + "TN": 1179652, + "TP": 44097, + "n_pred": 45603, + "n_ref": 45466 + }, + "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": 0.977919996805064, + "FN": 3468, + "FP": 955, + "IoU": 0.9567939826120934, + "TN": 1124254, + "TP": 97947, + "n_pred": 98902, + "n_ref": 101415 + }, + "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": 0.887137989778535, + "FN": 2805, + "FP": 4615, + "IoU": 0.79716800612323, + "TN": 1190042, + "TP": 29162, + "n_pred": 33777, + "n_ref": 31967 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7719298245614035, + "FN": 91, + "FP": 0, + "IoU": 0.6285714285714286, + "TN": 1226379, + "TP": 154, + "n_pred": 154, + "n_ref": 245 + }, + "10": { + "Dice": 0.6759555593414216, + "FN": 17294, + "FP": 9335, + "IoU": 0.5105233167288569, + "TN": 1172221, + "TP": 27774, + "n_pred": 37109, + "n_ref": 45068 + }, + "11": { + "Dice": 0.49935649935649934, + "FN": 191, + "FP": 198, + "IoU": 0.33276157804459694, + "TN": 1226041, + "TP": 194, + "n_pred": 392, + "n_ref": 385 + }, + "12": { + "Dice": 0.531957928802589, + "FN": 1971, + "FP": 343, + "IoU": 0.36235877652245796, + "TN": 1222995, + "TP": 1315, + "n_pred": 1658, + "n_ref": 3286 + }, + "13": { + "Dice": 0.6544260207772665, + "FN": 13674, + "FP": 10210, + "IoU": 0.4863545452590378, + "TN": 1180125, + "TP": 22615, + "n_pred": 32825, + "n_ref": 36289 + }, + "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": 0.9128825289006046, + "FN": 11283, + "FP": 978, + "IoU": 0.8397275852603234, + "TN": 1150123, + "TP": 64240, + "n_pred": 65218, + "n_ref": 75523 + }, + "3": { + "Dice": 0.8982872200263504, + "FN": 1151, + "FP": 3481, + "IoU": 0.8153551781870366, + "TN": 1201538, + "TP": 20454, + "n_pred": 23935, + "n_ref": 21605 + }, + "4": { + "Dice": 0.2648870636550308, + "FN": 1688, + "FP": 460, + "IoU": 0.15266272189349112, + "TN": 1224089, + "TP": 387, + "n_pred": 847, + "n_ref": 2075 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 280, + "IoU": 0.0, + "TN": 1226344, + "TP": 0, + "n_pred": 280, + "n_ref": 0 + }, + "6": { + "Dice": 0.9181822432091262, + "FN": 1384, + "FP": 2116, + "IoU": 0.848740222135788, + "TN": 1203485, + "TP": 19639, + "n_pred": 21755, + "n_ref": 21023 + }, + "7": { + "Dice": 0.6878429614323727, + "FN": 16809, + "FP": 15218, + "IoU": 0.5242078053273513, + "TN": 1159311, + "TP": 35286, + "n_pred": 50504, + "n_ref": 52095 + }, + "8": { + "Dice": 0.9576736003311601, + "FN": 248, + "FP": 570, + "IoU": 0.9187847498014297, + "TN": 1216552, + "TP": 9254, + "n_pred": 9824, + "n_ref": 9502 + }, + "9": { + "Dice": 0.9353668175612561, + "FN": 2257, + "FP": 1341, + "IoU": 0.878581311375831, + "TN": 1196991, + "TP": 26035, + "n_pred": 27376, + "n_ref": 28292 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0404.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9062162107024093, + "FN": 4001, + "FP": 596, + "IoU": 0.8285149401275786, + "TN": 1199817, + "TP": 22210, + "n_pred": 22806, + "n_ref": 26211 + }, + "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": 112, + "IoU": 0.0, + "TN": 1226512, + "TP": 0, + "n_pred": 112, + "n_ref": 0 + }, + "14": { + "Dice": 0.8530885044912091, + "FN": 10216, + "FP": 137, + "IoU": 0.7438137186974166, + "TN": 1186212, + "TP": 30059, + "n_pred": 30196, + "n_ref": 40275 + }, + "15": { + "Dice": 0.8754885069546582, + "FN": 2000, + "FP": 6889, + "IoU": 0.7785500747384155, + "TN": 1186484, + "TP": 31251, + "n_pred": 38140, + "n_ref": 33251 + }, + "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": 0.946789542652145, + "FN": 641, + "FP": 1836, + "IoU": 0.8989556987843681, + "TN": 1202110, + "TP": 22037, + "n_pred": 23873, + "n_ref": 22678 + }, + "7": { + "Dice": 0.7651666491430975, + "FN": 7776, + "FP": 1158, + "IoU": 0.6196517518838606, + "TN": 1203135, + "TP": 14555, + "n_pred": 15713, + "n_ref": 22331 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1278, + "IoU": 0.0, + "TN": 1225346, + "TP": 0, + "n_pred": 1278, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.6783983921678628, + "FN": 1852.8977777777775, + "FP": 1811.9066666666663, + "IoU": 0.5908514423241314, + "TN": 1101145.3666666667, + "TP": 10833.562222222221, + "n_pred": 12645.468888888887, + "n_ref": 12686.46 + }, + "mean": { + "1": { + "Dice": 0.7072790849060133, + "FN": 1781.1, + "FP": 1703.5, + "IoU": 0.6606972582828419, + "TN": 1096053.8666666667, + "TP": 16105.266666666666, + "n_pred": 17808.766666666666, + "n_ref": 17886.366666666665 + }, + "10": { + "Dice": 0.5913271512964068, + "FN": 3021.0, + "FP": 1961.8666666666666, + "IoU": 0.4824707556159276, + "TN": 1103270.4666666666, + "TP": 7390.4, + "n_pred": 9352.266666666666, + "n_ref": 10411.4 + }, + "11": { + "Dice": 0.7236657233183886, + "FN": 179.76666666666668, + "FP": 195.3, + "IoU": 0.5692782897963871, + "TN": 1114742.2333333334, + "TP": 526.4333333333333, + "n_pred": 721.7333333333333, + "n_ref": 706.2 + }, + "12": { + "Dice": 0.4463855789163906, + "FN": 212.36666666666667, + "FP": 147.16666666666666, + "IoU": 0.35583399940219523, + "TN": 1114816.9666666666, + "TP": 467.23333333333335, + "n_pred": 614.4, + "n_ref": 679.6 + }, + "13": { + "Dice": 0.6043820067290723, + "FN": 1578.0, + "FP": 1901.3333333333333, + "IoU": 0.47833641760244083, + "TN": 1107010.6666666667, + "TP": 5153.733333333334, + "n_pred": 7055.066666666667, + "n_ref": 6731.733333333334 + }, + "14": { + "Dice": 0.7061002923994709, + "FN": 8643.666666666666, + "FP": 4346.733333333334, + "IoU": 0.6346172907911064, + "TN": 1083324.7666666666, + "TP": 19328.566666666666, + "n_pred": 23675.3, + "n_ref": 27972.233333333334 + }, + "15": { + "Dice": 0.5896593323301552, + "FN": 2786.1, + "FP": 1938.8666666666666, + "IoU": 0.48168537731936034, + "TN": 1105872.7, + "TP": 5046.066666666667, + "n_pred": 6984.933333333333, + "n_ref": 7832.166666666667 + }, + "2": { + "Dice": 0.6779005283244761, + "FN": 549.8, + "FP": 1853.2, + "IoU": 0.6327411564303954, + "TN": 1101834.3, + "TP": 11406.433333333332, + "n_pred": 13259.633333333333, + "n_ref": 11956.233333333334 + }, + "3": { + "Dice": 0.6669861016943683, + "FN": 1043.8, + "FP": 633.9, + "IoU": 0.614222640547275, + "TN": 1106190.1333333333, + "TP": 7775.9, + "n_pred": 8409.8, + "n_ref": 8819.7 + }, + "4": { + "Dice": 0.6132236063174274, + "FN": 484.4, + "FP": 407.03333333333336, + "IoU": 0.54977768954738, + "TN": 1111548.8333333333, + "TP": 3203.4666666666667, + "n_pred": 3610.5, + "n_ref": 3687.866666666667 + }, + "5": { + "Dice": 0.7257314337395662, + "FN": 626.3333333333334, + "FP": 346.46666666666664, + "IoU": 0.5801356772895752, + "TN": 1113549.9333333333, + "TP": 1121.0, + "n_pred": 1467.4666666666667, + "n_ref": 1747.3333333333333 + }, + "6": { + "Dice": 0.8945371769829243, + "FN": 2579.366666666667, + "FP": 7041.833333333333, + "IoU": 0.8276016606123471, + "TN": 1052966.6666666667, + "TP": 53055.86666666667, + "n_pred": 60097.7, + "n_ref": 55635.23333333333 + }, + "7": { + "Dice": 0.5570621631650229, + "FN": 1750.2333333333333, + "FP": 2932.633333333333, + "IoU": 0.482799979085773, + "TN": 1098396.4666666666, + "TP": 12564.4, + "n_pred": 15497.033333333333, + "n_ref": 14314.633333333333 + }, + "8": { + "Dice": 0.9053996347951984, + "FN": 1495.2666666666667, + "FP": 602.0666666666667, + "IoU": 0.8363010663028053, + "TN": 1102503.2, + "TP": 11043.2, + "n_pred": 11645.266666666666, + "n_ref": 12538.466666666667 + }, + "9": { + "Dice": 0.7663360676030608, + "FN": 1062.2666666666667, + "FP": 1166.7, + "IoU": 0.6762723762361613, + "TN": 1105099.3, + "TP": 8315.466666666667, + "n_pred": 9482.166666666666, + "n_ref": 9377.733333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9736731793597726, + "FN": 2012, + "FP": 563, + "IoU": 0.9486970035065349, + "TN": 825968, + "TP": 47617, + "n_pred": 48180, + "n_ref": 49629 + }, + "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": 0.8957010481543369, + "FN": 1987, + "FP": 11745, + "IoU": 0.8111037746230879, + "TN": 803464, + "TP": 58964, + "n_pred": 70709, + "n_ref": 60951 + }, + "15": { + "Dice": 0.6782319061827771, + "FN": 1632, + "FP": 12279, + "IoU": 0.5131247375052499, + "TN": 847588, + "TP": 14661, + "n_pred": 26940, + "n_ref": 16293 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9493241062321666, + "FN": 1179, + "FP": 2746, + "IoU": 0.9035365823686992, + "TN": 1010703, + "TP": 36764, + "n_pred": 39510, + "n_ref": 37943 + }, + "10": { + "Dice": 0.6971802752906588, + "FN": 2691, + "FP": 1841, + "IoU": 0.5351318083906041, + "TN": 1041643, + "TP": 5217, + "n_pred": 7058, + "n_ref": 7908 + }, + "11": { + "Dice": 0.6439075630252101, + "FN": 1175, + "FP": 859, + "IoU": 0.4748257164988381, + "TN": 1047519, + "TP": 1839, + "n_pred": 2698, + "n_ref": 3014 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8085283963731553, + "FN": 1249, + "FP": 3798, + "IoU": 0.678596446538878, + "TN": 1035689, + "TP": 10656, + "n_pred": 14454, + "n_ref": 11905 + }, + "14": { + "Dice": 0.9170560556129392, + "FN": 3158, + "FP": 6960, + "IoU": 0.8468176588142675, + "TN": 985340, + "TP": 55934, + "n_pred": 62894, + "n_ref": 59092 + }, + "15": { + "Dice": 0.7845832789878701, + "FN": 16457, + "FP": 59, + "IoU": 0.6455261519970811, + "TN": 1004799, + "TP": 30077, + "n_pred": 30136, + "n_ref": 46534 + }, + "2": { + "Dice": 0.9351726189369574, + "FN": 3042, + "FP": 445, + "IoU": 0.8782387038200992, + "TN": 1022754, + "TP": 25151, + "n_pred": 25596, + "n_ref": 28193 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8656846509195503, + "FN": 3858, + "FP": 3847, + "IoU": 0.7631781158752113, + "TN": 1018857, + "TP": 24830, + "n_pred": 28677, + "n_ref": 28688 + }, + "5": { + "Dice": 0.8380326672141619, + "FN": 1084, + "FP": 691, + "IoU": 0.72121878435684, + "TN": 1045025, + "TP": 4592, + "n_pred": 5283, + "n_ref": 5676 + }, + "6": { + "Dice": 0.9604212759901151, + "FN": 5109, + "FP": 7127, + "IoU": 0.9238562254194255, + "TN": 890696, + "TP": 148460, + "n_pred": 155587, + "n_ref": 153569 + }, + "7": { + "Dice": 0.6076118832079561, + "FN": 732, + "FP": 11578, + "IoU": 0.436381118080674, + "TN": 1029551, + "TP": 9531, + "n_pred": 21109, + "n_ref": 10263 + }, + "8": { + "Dice": 0.9287156775907883, + "FN": 1987, + "FP": 2037, + "IoU": 0.8669180143532758, + "TN": 1021155, + "TP": 26213, + "n_pred": 28250, + "n_ref": 28200 + }, + "9": { + "Dice": 0.8384490783457382, + "FN": 3211, + "FP": 4668, + "IoU": 0.7218358340688438, + "TN": 1023067, + "TP": 20446, + "n_pred": 25114, + "n_ref": 23657 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7472005669737775, + "FN": 7391, + "FP": 6877, + "IoU": 0.596424732703513, + "TN": 1366502, + "TP": 21086, + "n_pred": 27963, + "n_ref": 28477 + }, + "11": { + "Dice": 0.7170652614511552, + "FN": 1030, + "FP": 366, + "IoU": 0.5589257503949447, + "TN": 1398691, + "TP": 1769, + "n_pred": 2135, + "n_ref": 2799 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8023643906547303, + "FN": 3739, + "FP": 8933, + "IoU": 0.6699570256543821, + "TN": 1363461, + "TP": 25723, + "n_pred": 34656, + "n_ref": 29462 + }, + "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": 0.9558560744777074, + "FN": 714, + "FP": 1287, + "IoU": 0.9154447496302557, + "TN": 1378191, + "TP": 21664, + "n_pred": 22951, + "n_ref": 22378 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 1401798, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "4": { + "Dice": 0.7970284829067352, + "FN": 2657, + "FP": 3108, + "IoU": 0.6625497541559354, + "TN": 1384772, + "TP": 11319, + "n_pred": 14427, + "n_ref": 13976 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9736609405696992, + "FN": 5267, + "FP": 1852, + "IoU": 0.9486737658704696, + "TN": 1263155, + "TP": 131582, + "n_pred": 133434, + "n_ref": 136849 + }, + "7": { + "Dice": 0.5208455666470934, + "FN": 3253, + "FP": 11, + "IoU": 0.35212385867407703, + "TN": 1396818, + "TP": 1774, + "n_pred": 1785, + "n_ref": 5027 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8648704184111166, + "FN": 936, + "FP": 4325, + "IoU": 0.7619133819070462, + "TN": 1379759, + "TP": 16836, + "n_pred": 21161, + "n_ref": 17772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8873178159669349, + "FN": 764, + "FP": 272, + "IoU": 0.7974584555229717, + "TN": 1221509, + "TP": 4079, + "n_pred": 4351, + "n_ref": 4843 + }, + "10": { + "Dice": 0.2839410395655547, + "FN": 917, + "FP": 6, + "IoU": 0.1654611211573237, + "TN": 1225518, + "TP": 183, + "n_pred": 189, + "n_ref": 1100 + }, + "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": 0.8965450404613073, + "FN": 1144, + "FP": 991, + "IoU": 0.8124890216054804, + "TN": 1215238, + "TP": 9251, + "n_pred": 10242, + "n_ref": 10395 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9089219782946039, + "FN": 6653, + "FP": 12070, + "IoU": 0.8330494797007499, + "TN": 1114477, + "TP": 93424, + "n_pred": 105494, + "n_ref": 100077 + }, + "7": { + "Dice": 0.3583156103785623, + "FN": 7253, + "FP": 15376, + "IoU": 0.21826095968494144, + "TN": 1197677, + "TP": 6318, + "n_pred": 21694, + "n_ref": 13571 + }, + "8": { + "Dice": 0.6403242147923, + "FN": 172, + "FP": 183, + "IoU": 0.47093889716840537, + "TN": 1225953, + "TP": 316, + "n_pred": 499, + "n_ref": 488 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 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": 6268, + "IoU": 0.0, + "TN": 869892, + "TP": 0, + "n_pred": 6268, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 6908, + "IoU": 0.0, + "TN": 869252, + "TP": 0, + "n_pred": 6908, + "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": 0.770430037677017, + "FN": 474, + "FP": 1293, + "IoU": 0.6265849535080305, + "TN": 871428, + "TP": 2965, + "n_pred": 4258, + "n_ref": 3439 + }, + "7": { + "Dice": 0.941755388505278, + "FN": 3639, + "FP": 1498, + "IoU": 0.8899222148413226, + "TN": 829493, + "TP": 41530, + "n_pred": 43028, + "n_ref": 45169 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9567629564428797, + "FN": 316, + "FP": 2926, + "IoU": 0.9171098384127634, + "TN": 1012280, + "TP": 35870, + "n_pred": 38796, + "n_ref": 36186 + }, + "10": { + "Dice": 0.7354043273298683, + "FN": 1189, + "FP": 1000, + "IoU": 0.5815331676543682, + "TN": 1046161, + "TP": 3042, + "n_pred": 4042, + "n_ref": 4231 + }, + "11": { + "Dice": 0.7392815758980301, + "FN": 15, + "FP": 210, + "IoU": 0.5863970588235294, + "TN": 1050848, + "TP": 319, + "n_pred": 529, + "n_ref": 334 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 1051329, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "13": { + "Dice": 0.7400462825609684, + "FN": 1562, + "FP": 2819, + "IoU": 0.5873598945088067, + "TN": 1040775, + "TP": 6236, + "n_pred": 9055, + "n_ref": 7798 + }, + "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": 0.8745210727969349, + "FN": 495, + "FP": 1077, + "IoU": 0.7770212765957447, + "TN": 1044342, + "TP": 5478, + "n_pred": 6555, + "n_ref": 5973 + }, + "3": { + "Dice": 0.9532377457078876, + "FN": 1204, + "FP": 4810, + "IoU": 0.9106535335977775, + "TN": 984081, + "TP": 61297, + "n_pred": 66107, + "n_ref": 62501 + }, + "4": { + "Dice": 0.9209650716088278, + "FN": 3375, + "FP": 1542, + "IoU": 0.8535081185758975, + "TN": 1017827, + "TP": 28648, + "n_pred": 30190, + "n_ref": 32023 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9403376274209129, + "FN": 13283, + "FP": 4381, + "IoU": 0.887393618716731, + "TN": 894527, + "TP": 139201, + "n_pred": 143582, + "n_ref": 152484 + }, + "7": { + "Dice": 0.6212238574748257, + "FN": 205, + "FP": 284, + "IoU": 0.45056179775280897, + "TN": 1050502, + "TP": 401, + "n_pred": 685, + "n_ref": 606 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6388725778038755, + "FN": 834, + "FP": 396, + "IoU": 0.46937014667817084, + "TN": 1049074, + "TP": 1088, + "n_pred": 1484, + "n_ref": 1922 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8692614770459082, + "FN": 226, + "FP": 36, + "IoU": 0.7687555163283318, + "TN": 875027, + "TP": 871, + "n_pred": 907, + "n_ref": 1097 + }, + "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": 0.87857847976308, + "FN": 96, + "FP": 150, + "IoU": 0.7834507042253521, + "TN": 875024, + "TP": 890, + "n_pred": 1040, + "n_ref": 986 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9107372719605842, + "FN": 1603, + "FP": 408, + "IoU": 0.8361043194784026, + "TN": 863890, + "TP": 10259, + "n_pred": 10667, + "n_ref": 11862 + }, + "8": { + "Dice": 0.9623847951669092, + "FN": 884, + "FP": 822, + "IoU": 0.9274968125796855, + "TN": 852630, + "TP": 21824, + "n_pred": 22646, + "n_ref": 22708 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8856802023190342, + "FN": 1375, + "FP": 10604, + "IoU": 0.7948168956185125, + "TN": 1168242, + "TP": 46403, + "n_pred": 57007, + "n_ref": 47778 + }, + "10": { + "Dice": 0.8122977346278317, + "FN": 1793, + "FP": 991, + "IoU": 0.6839237057220708, + "TN": 1217816, + "TP": 6024, + "n_pred": 7015, + "n_ref": 7817 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6402430968423835, + "FN": 1486, + "FP": 1237, + "IoU": 0.4708511465215702, + "TN": 1221478, + "TP": 2423, + "n_pred": 3660, + "n_ref": 3909 + }, + "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": 0.9519950890116636, + "FN": 751, + "FP": 422, + "IoU": 0.9083880037488284, + "TN": 1213820, + "TP": 11631, + "n_pred": 12053, + "n_ref": 12382 + }, + "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": 0.7298401420959147, + "FN": 4830, + "FP": 1254, + "IoU": 0.5746049503565935, + "TN": 1212322, + "TP": 8218, + "n_pred": 9472, + "n_ref": 13048 + }, + "7": { + "Dice": 0.8662743142144639, + "FN": 973, + "FP": 5730, + "IoU": 0.7640951643555993, + "TN": 1198210, + "TP": 21711, + "n_pred": 27441, + "n_ref": 22684 + }, + "8": { + "Dice": 0.9149136577708006, + "FN": 92, + "FP": 2076, + "IoU": 0.8431712962962963, + "TN": 1212800, + "TP": 11656, + "n_pred": 13732, + "n_ref": 11748 + }, + "9": { + "Dice": 0.7400839944003733, + "FN": 201, + "FP": 356, + "IoU": 0.5874074074074074, + "TN": 1225274, + "TP": 793, + "n_pred": 1149, + "n_ref": 994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1116, + "IoU": 0.0, + "TN": 875044, + "TP": 0, + "n_pred": 1116, + "n_ref": 0 + }, + "10": { + "Dice": 0.6510444563470809, + "FN": 2408, + "FP": 198, + "IoU": 0.482628548739329, + "TN": 871123, + "TP": 2431, + "n_pred": 2629, + "n_ref": 4839 + }, + "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": 0.8006250443923574, + "FN": 2463, + "FP": 3151, + "IoU": 0.6675352362904181, + "TN": 859274, + "TP": 11272, + "n_pred": 14423, + "n_ref": 13735 + }, + "14": { + "Dice": 0.9705229032839047, + "FN": 576, + "FP": 3352, + "IoU": 0.9427338465127129, + "TN": 807568, + "TP": 64664, + "n_pred": 68016, + "n_ref": 65240 + }, + "15": { + "Dice": 0.7101568385727005, + "FN": 2711, + "FP": 14217, + "IoU": 0.5505761163914406, + "TN": 838494, + "TP": 20738, + "n_pred": 34955, + "n_ref": 23449 + }, + "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": 0.9225595185414639, + "FN": 1336, + "FP": 414, + "IoU": 0.8562510267783802, + "TN": 863986, + "TP": 10424, + "n_pred": 10838, + "n_ref": 11760 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.986048445119514, + "FN": 3171, + "FP": 1192, + "IoU": 0.9724808255121606, + "TN": 717616, + "TP": 154181, + "n_pred": 155373, + "n_ref": 157352 + }, + "7": { + "Dice": 0.8450939457202505, + "FN": 1533, + "FP": 2177, + "IoU": 0.7317425885755604, + "TN": 862330, + "TP": 10120, + "n_pred": 12297, + "n_ref": 11653 + }, + "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": 64, + "IoU": 0.0, + "TN": 876096, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7067694092302593, + "FN": 432, + "FP": 3107, + "IoU": 0.546514607893388, + "TN": 1218820, + "TP": 4265, + "n_pred": 7372, + "n_ref": 4697 + }, + "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": 0.442491734818166, + "FN": 5588, + "FP": 820, + "IoU": 0.28410233493464415, + "TN": 1217673, + "TP": 2543, + "n_pred": 3363, + "n_ref": 8131 + }, + "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": 0.9380753682718522, + "FN": 3119, + "FP": 5444, + "IoU": 0.8833728310315709, + "TN": 1153202, + "TP": 64859, + "n_pred": 70303, + "n_ref": 67978 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 1226614, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6034715960324617, + "FN": 522, + "FP": 2996, + "IoU": 0.4321226795803067, + "TN": 1220429, + "TP": 2677, + "n_pred": 5673, + "n_ref": 3199 + }, + "6": { + "Dice": 0.9044321329639889, + "FN": 77, + "FP": 199, + "IoU": 0.8255372945638433, + "TN": 1225042, + "TP": 1306, + "n_pred": 1505, + "n_ref": 1383 + }, + "7": { + "Dice": 0.19514740412209758, + "FN": 0, + "FP": 3085, + "IoU": 0.10812373518357907, + "TN": 1223165, + "TP": 374, + "n_pred": 3459, + "n_ref": 374 + }, + "8": { + "Dice": 0.923169568926582, + "FN": 1863, + "FP": 1199, + "IoU": 0.8573026377108771, + "TN": 1205166, + "TP": 18396, + "n_pred": 19595, + "n_ref": 20259 + }, + "9": { + "Dice": 0.8458624708624709, + "FN": 921, + "FP": 137, + "IoU": 0.7328957334006564, + "TN": 1222663, + "TP": 2903, + "n_pred": 3040, + "n_ref": 3824 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9677898324531358, + "FN": 841, + "FP": 1068, + "IoU": 0.9375899045377272, + "TN": 1371268, + "TP": 28679, + "n_pred": 29747, + "n_ref": 29520 + }, + "10": { + "Dice": 0.9091469681397739, + "FN": 5207, + "FP": 981, + "IoU": 0.8334275485208216, + "TN": 1364707, + "TP": 30961, + "n_pred": 31942, + "n_ref": 36168 + }, + "11": { + "Dice": 0.6880922950144212, + "FN": 579, + "FP": 178, + "IoU": 0.5244974874371859, + "TN": 1400264, + "TP": 835, + "n_pred": 1013, + "n_ref": 1414 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 1401812, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "13": { + "Dice": 0.8177040756744132, + "FN": 895, + "FP": 2227, + "IoU": 0.6916238640853417, + "TN": 1391732, + "TP": 7002, + "n_pred": 9229, + "n_ref": 7897 + }, + "14": { + "Dice": 0.9771104779588309, + "FN": 186, + "FP": 1959, + "IoU": 0.9552453680520782, + "TN": 1353928, + "TP": 45783, + "n_pred": 47742, + "n_ref": 45969 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9755265452647525, + "FN": 3254, + "FP": 591, + "IoU": 0.9522223740944618, + "TN": 1321379, + "TP": 76632, + "n_pred": 77223, + "n_ref": 79886 + }, + "3": { + "Dice": 0.9095182138660399, + "FN": 27, + "FP": 50, + "IoU": 0.834051724137931, + "TN": 1401392, + "TP": 387, + "n_pred": 437, + "n_ref": 414 + }, + "4": { + "Dice": 0.9215161511171968, + "FN": 198, + "FP": 1063, + "IoU": 0.8544552169898431, + "TN": 1393192, + "TP": 7403, + "n_pred": 8466, + "n_ref": 7601 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9855128766234086, + "FN": 3545, + "FP": 2347, + "IoU": 0.9714395125521694, + "TN": 1195557, + "TP": 200407, + "n_pred": 202754, + "n_ref": 203952 + }, + "7": { + "Dice": 0.897420272191753, + "FN": 922, + "FP": 1098, + "IoU": 0.813927781871776, + "TN": 1391000, + "TP": 8836, + "n_pred": 9934, + "n_ref": 9758 + }, + "8": { + "Dice": 0.875, + "FN": 16, + "FP": 2, + "IoU": 0.7777777777777778, + "TN": 1401775, + "TP": 63, + "n_pred": 65, + "n_ref": 79 + }, + "9": { + "Dice": 0.920076481835564, + "FN": 52, + "FP": 157, + "IoU": 0.8519830028328612, + "TN": 1400444, + "TP": 1203, + "n_pred": 1360, + "n_ref": 1255 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.976847578320743, + "FN": 492, + "FP": 737, + "IoU": 0.9547429665635587, + "TN": 1199468, + "TP": 25927, + "n_pred": 26664, + "n_ref": 26419 + }, + "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": 0.0, + "FN": 0, + "FP": 252, + "IoU": 0.0, + "TN": 1226372, + "TP": 0, + "n_pred": 252, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3084, + "IoU": 0.0, + "TN": 1223540, + "TP": 0, + "n_pred": 3084, + "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": 0.6580814172145923, + "FN": 2788, + "FP": 23577, + "IoU": 0.4904033863579257, + "TN": 1174887, + "TP": 25372, + "n_pred": 48949, + "n_ref": 28160 + }, + "15": { + "Dice": 0.8254071276846826, + "FN": 1367, + "FP": 4551, + "IoU": 0.7027176370121063, + "TN": 1206717, + "TP": 13989, + "n_pred": 18540, + "n_ref": 15356 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.04593615421423201, + "FN": 41063, + "FP": 808, + "IoU": 0.02350801091443364, + "TN": 1183745, + "TP": 1008, + "n_pred": 1816, + "n_ref": 42071 + }, + "10": { + "Dice": 0.768638701325963, + "FN": 4799, + "FP": 1814, + "IoU": 0.6242186612115013, + "TN": 1209026, + "TP": 10985, + "n_pred": 12799, + "n_ref": 15784 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3662678502508684, + "FN": 2340, + "FP": 944, + "IoU": 0.22419088117174582, + "TN": 1222391, + "TP": 949, + "n_pred": 1893, + "n_ref": 3289 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.24225944170771757, + "FN": 57683, + "FP": 0, + "IoU": 0.137824345330623, + "TN": 1159720, + "TP": 9221, + "n_pred": 9221, + "n_ref": 66904 + }, + "15": { + "Dice": 0.45233787258356345, + "FN": 8618, + "FP": 8635, + "IoU": 0.29227172040364263, + "TN": 1202246, + "TP": 7125, + "n_pred": 15760, + "n_ref": 15743 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 21908, + "IoU": 0.0, + "TN": 1204716, + "TP": 0, + "n_pred": 21908, + "n_ref": 0 + }, + "3": { + "Dice": 0.8020346972567388, + "FN": 9882, + "FP": 3389, + "IoU": 0.6694974348757284, + "TN": 1186470, + "TP": 26883, + "n_pred": 30272, + "n_ref": 36765 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6627557854866276, + "FN": 5581, + "FP": 1720, + "IoU": 0.4956131260794473, + "TN": 1212149, + "TP": 7174, + "n_pred": 8894, + "n_ref": 12755 + }, + "6": { + "Dice": 0.6459811011251531, + "FN": 3478, + "FP": 11845, + "IoU": 0.47708425758454764, + "TN": 1197321, + "TP": 13980, + "n_pred": 25825, + "n_ref": 17458 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9486, + "IoU": 0.0, + "TN": 1217138, + "TP": 0, + "n_pred": 9486, + "n_ref": 0 + }, + "8": { + "Dice": 0.9205020920502092, + "FN": 994, + "FP": 1704, + "IoU": 0.8527131782945736, + "TN": 1208306, + "TP": 15620, + "n_pred": 17324, + "n_ref": 16614 + }, + "9": { + "Dice": 0.6581998176370978, + "FN": 3903, + "FP": 1345, + "IoU": 0.490534899524318, + "TN": 1216323, + "TP": 5053, + "n_pred": 6398, + "n_ref": 8956 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8996116665289597, + "FN": 1166, + "FP": 3694, + "IoU": 0.8175401711968764, + "TN": 1375220, + "TP": 21776, + "n_pred": 25470, + "n_ref": 22942 + }, + "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": 0.614616259957011, + "FN": 4369, + "FP": 1727, + "IoU": 0.4436433330291138, + "TN": 1390899, + "TP": 4861, + "n_pred": 6588, + "n_ref": 9230 + }, + "14": { + "Dice": 0.9637235076586189, + "FN": 1060, + "FP": 2187, + "IoU": 0.9299868469284344, + "TN": 1355479, + "TP": 43130, + "n_pred": 45317, + "n_ref": 44190 + }, + "15": { + "Dice": 0.8956216429883508, + "FN": 3594, + "FP": 895, + "IoU": 0.8109735556678457, + "TN": 1378108, + "TP": 19259, + "n_pred": 20154, + "n_ref": 22853 + }, + "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": 0.8824585910995809, + "FN": 288, + "FP": 301, + "IoU": 0.7896428571428571, + "TN": 1399056, + "TP": 2211, + "n_pred": 2512, + "n_ref": 2499 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9447843258731511, + "FN": 607, + "FP": 106, + "IoU": 0.8953471304858359, + "TN": 1395043, + "TP": 6100, + "n_pred": 6206, + "n_ref": 6707 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 341, + "IoU": 0.0, + "TN": 1401515, + "TP": 0, + "n_pred": 341, + "n_ref": 0 + }, + "8": { + "Dice": 0.9737670514165793, + "FN": 294, + "FP": 131, + "IoU": 0.9488752556237219, + "TN": 1393543, + "TP": 7888, + "n_pred": 8019, + "n_ref": 8182 + }, + "9": { + "Dice": 0.9317082607854518, + "FN": 1987, + "FP": 131, + "IoU": 0.8721477725461789, + "TN": 1385290, + "TP": 14448, + "n_pred": 14579, + "n_ref": 16435 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9710857494760472, + "FN": 597, + "FP": 2314, + "IoU": 0.9437965787542959, + "TN": 999598, + "TP": 48883, + "n_pred": 51197, + "n_ref": 49480 + }, + "10": { + "Dice": 0.1553398058252427, + "FN": 249, + "FP": 12, + "IoU": 0.08421052631578947, + "TN": 1051107, + "TP": 24, + "n_pred": 36, + "n_ref": 273 + }, + "11": { + "Dice": 0.7463718037318591, + "FN": 394, + "FP": 1074, + "IoU": 0.5953693495038589, + "TN": 1047764, + "TP": 2160, + "n_pred": 3234, + "n_ref": 2554 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 1051371, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "13": { + "Dice": 0.4205607476635514, + "FN": 1254, + "FP": 358, + "IoU": 0.26627218934911245, + "TN": 1049195, + "TP": 585, + "n_pred": 943, + "n_ref": 1839 + }, + "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": 0.9655101988716142, + "FN": 323, + "FP": 1028, + "IoU": 0.9333201717585509, + "TN": 1031131, + "TP": 18910, + "n_pred": 19938, + "n_ref": 19233 + }, + "3": { + "Dice": 0.9680338154679348, + "FN": 339, + "FP": 629, + "IoU": 0.938048, + "TN": 1035767, + "TP": 14657, + "n_pred": 15286, + "n_ref": 14996 + }, + "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": 0.9681709178112056, + "FN": 2530, + "FP": 1850, + "IoU": 0.9383055144728502, + "TN": 980397, + "TP": 66615, + "n_pred": 68465, + "n_ref": 69145 + }, + "7": { + "Dice": 0.6545454545454545, + "FN": 0, + "FP": 19, + "IoU": 0.4864864864864865, + "TN": 1051355, + "TP": 18, + "n_pred": 37, + "n_ref": 18 + }, + "8": { + "Dice": 0.9453345449328041, + "FN": 376, + "FP": 767, + "IoU": 0.8963359332486849, + "TN": 1040366, + "TP": 9883, + "n_pred": 10650, + "n_ref": 10259 + }, + "9": { + "Dice": 0.8391333482242573, + "FN": 1759, + "FP": 1842, + "IoU": 0.7228507657969676, + "TN": 1038399, + "TP": 9392, + "n_pred": 11234, + "n_ref": 11151 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8166, + "IoU": 0.0, + "TN": 867994, + "TP": 0, + "n_pred": 8166, + "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": 184, + "IoU": 0.0, + "TN": 875976, + "TP": 0, + "n_pred": 184, + "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": 0.9325701755201026, + "FN": 850, + "FP": 6407, + "IoU": 0.8736594707520892, + "TN": 818720, + "TP": 50183, + "n_pred": 56590, + "n_ref": 51033 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 216, + "IoU": 0.0, + "TN": 875944, + "TP": 0, + "n_pred": 216, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6567267683772539, + "FN": 3696, + "FP": 1254, + "IoU": 0.48890036138358284, + "TN": 866475, + "TP": 4735, + "n_pred": 5989, + "n_ref": 8431 + }, + "6": { + "Dice": 0.9246045102659037, + "FN": 133, + "FP": 315, + "IoU": 0.8597809076682316, + "TN": 872965, + "TP": 2747, + "n_pred": 3062, + "n_ref": 2880 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6202, + "IoU": 0.0, + "TN": 869958, + "TP": 0, + "n_pred": 6202, + "n_ref": 0 + }, + "8": { + "Dice": 0.9492961562619309, + "FN": 3940, + "FP": 177, + "IoU": 0.9034859460346485, + "TN": 833503, + "TP": 38540, + "n_pred": 38717, + "n_ref": 42480 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9413685288176863, + "FN": 242, + "FP": 1877, + "IoU": 0.889231573444851, + "TN": 1207494, + "TP": 17011, + "n_pred": 18888, + "n_ref": 17253 + }, + "10": { + "Dice": 0.0006139677666922486, + "FN": 12560, + "FP": 462, + "IoU": 0.00030707815138952864, + "TN": 1213598, + "TP": 4, + "n_pred": 466, + "n_ref": 12564 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.752247393024092, + "FN": 676, + "FP": 702, + "IoU": 0.6028818443804035, + "TN": 1223154, + "TP": 2092, + "n_pred": 2794, + "n_ref": 2768 + }, + "13": { + "Dice": 0.15309200603318251, + "FN": 290, + "FP": 1956, + "IoU": 0.0828909759085341, + "TN": 1224175, + "TP": 203, + "n_pred": 2159, + "n_ref": 493 + }, + "14": { + "Dice": 0.9016257793834858, + "FN": 3355, + "FP": 5086, + "IoU": 0.8208730343993379, + "TN": 1179501, + "TP": 38682, + "n_pred": 43768, + "n_ref": 42037 + }, + "15": { + "Dice": 0.641487507263219, + "FN": 5324, + "FP": 229, + "IoU": 0.4721984602224123, + "TN": 1216103, + "TP": 4968, + "n_pred": 5197, + "n_ref": 10292 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9211352797487495, + "FN": 2141, + "FP": 571, + "IoU": 0.8538005390835579, + "TN": 1208074, + "TP": 15838, + "n_pred": 16409, + "n_ref": 17979 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1226616, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "5": { + "Dice": 0.6852155653258087, + "FN": 2758, + "FP": 2039, + "IoU": 0.5211619085645838, + "TN": 1216606, + "TP": 5221, + "n_pred": 7260, + "n_ref": 7979 + }, + "6": { + "Dice": 0.9692042290809093, + "FN": 1150, + "FP": 4259, + "IoU": 0.9402485501242751, + "TN": 1136099, + "TP": 85116, + "n_pred": 89375, + "n_ref": 86266 + }, + "7": { + "Dice": 0.7896921709837, + "FN": 11203, + "FP": 4654, + "IoU": 0.6524721662137284, + "TN": 1180996, + "TP": 29771, + "n_pred": 34425, + "n_ref": 40974 + }, + "8": { + "Dice": 0.9086220992390416, + "FN": 5073, + "FP": 2192, + "IoU": 0.832545810764089, + "TN": 1183239, + "TP": 36120, + "n_pred": 38312, + "n_ref": 41193 + }, + "9": { + "Dice": 0.0, + "FN": 13, + "FP": 0, + "IoU": 0.0, + "TN": 1226611, + "TP": 0, + "n_pred": 0, + "n_ref": 13 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9565792957373577, + "FN": 775, + "FP": 865, + "IoU": 0.9167723927937071, + "TN": 856455, + "TP": 18065, + "n_pred": 18930, + "n_ref": 18840 + }, + "10": { + "Dice": 0.5734072022160664, + "FN": 273, + "FP": 35, + "IoU": 0.40194174757281553, + "TN": 875645, + "TP": 207, + "n_pred": 242, + "n_ref": 480 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7472527472527473, + "FN": 31, + "FP": 15, + "IoU": 0.5964912280701754, + "TN": 876046, + "TP": 68, + "n_pred": 83, + "n_ref": 99 + }, + "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": 0.8314028314028314, + "FN": 209, + "FP": 53, + "IoU": 0.711453744493392, + "TN": 875252, + "TP": 646, + "n_pred": 699, + "n_ref": 855 + }, + "7": { + "Dice": 0.9769145505844418, + "FN": 2477, + "FP": 2105, + "IoU": 0.9548709261210861, + "TN": 774629, + "TP": 96949, + "n_pred": 99054, + "n_ref": 99426 + }, + "8": { + "Dice": 0.8888888888888888, + "FN": 251, + "FP": 0, + "IoU": 0.8, + "TN": 874905, + "TP": 1004, + "n_pred": 1004, + "n_ref": 1255 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9842312396957932, + "FN": 1088, + "FP": 98, + "IoU": 0.9689520668080316, + "TN": 1188425, + "TP": 37013, + "n_pred": 37111, + "n_ref": 38101 + }, + "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": 0.0, + "FN": 0, + "FP": 2642, + "IoU": 0.0, + "TN": 1223982, + "TP": 0, + "n_pred": 2642, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9553441497795443, + "FN": 316, + "FP": 3796, + "IoU": 0.9145061022516997, + "TN": 652831, + "TP": 43985, + "n_pred": 47781, + "n_ref": 44301 + }, + "10": { + "Dice": 0.9281636020233159, + "FN": 1959, + "FP": 1350, + "IoU": 0.8659564125415216, + "TN": 676242, + "TP": 21377, + "n_pred": 22727, + "n_ref": 23336 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7932335718932987, + "FN": 942, + "FP": 647, + "IoU": 0.65732154410179, + "TN": 696291, + "TP": 3048, + "n_pred": 3695, + "n_ref": 3990 + }, + "13": { + "Dice": 0.6741443773367846, + "FN": 98, + "FP": 1035, + "IoU": 0.5084598698481562, + "TN": 698623, + "TP": 1172, + "n_pred": 2207, + "n_ref": 1270 + }, + "14": { + "Dice": 0.7777760269763484, + "FN": 2082, + "FP": 26124, + "IoU": 0.6363612923187995, + "TN": 623362, + "TP": 49360, + "n_pred": 75484, + "n_ref": 51442 + }, + "15": { + "Dice": 0.8217406390965585, + "FN": 3893, + "FP": 1758, + "IoU": 0.6974191475690726, + "TN": 682252, + "TP": 13025, + "n_pred": 14783, + "n_ref": 16918 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9566043809494612, + "FN": 1809, + "FP": 1022, + "IoU": 0.916818475642005, + "TN": 666894, + "TP": 31203, + "n_pred": 32225, + "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": 0.7747747747747747, + "FN": 11, + "FP": 14, + "IoU": 0.6323529411764706, + "TN": 700860, + "TP": 43, + "n_pred": 57, + "n_ref": 54 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3103, + "IoU": 0.0, + "TN": 697825, + "TP": 0, + "n_pred": 3103, + "n_ref": 0 + }, + "8": { + "Dice": 0.957838446383338, + "FN": 1166, + "FP": 332, + "IoU": 0.9190882575348385, + "TN": 682414, + "TP": 17016, + "n_pred": 17348, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.586436325434808, + "FN": 108, + "FP": 3435, + "IoU": 0.4148637489677952, + "TN": 1571033, + "TP": 2512, + "n_pred": 5947, + "n_ref": 2620 + }, + "10": { + "Dice": 0.9051651651651652, + "FN": 3730, + "FP": 5744, + "IoU": 0.8267595589445389, + "TN": 1522401, + "TP": 45213, + "n_pred": 50957, + "n_ref": 48943 + }, + "11": { + "Dice": 0.721673640167364, + "FN": 1015, + "FP": 648, + "IoU": 0.5645456925896831, + "TN": 1573269, + "TP": 2156, + "n_pred": 2804, + "n_ref": 3171 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8417713010512731, + "FN": 3865, + "FP": 2020, + "IoU": 0.7267746877756628, + "TN": 1555549, + "TP": 15654, + "n_pred": 17674, + "n_ref": 19519 + }, + "14": { + "Dice": 0.45155312666855113, + "FN": 173506, + "FP": 1114, + "IoU": 0.2916168029046064, + "TN": 1330583, + "TP": 71885, + "n_pred": 72999, + "n_ref": 245391 + }, + "15": { + "Dice": 0.0072705601907032185, + "FN": 32713, + "FP": 603, + "IoU": 0.003648543573180214, + "TN": 1543650, + "TP": 122, + "n_pred": 725, + "n_ref": 32835 + }, + "2": { + "Dice": 0.8542199488491049, + "FN": 42, + "FP": 15, + "IoU": 0.7455357142857143, + "TN": 1576864, + "TP": 167, + "n_pred": 182, + "n_ref": 209 + }, + "3": { + "Dice": 0.9149232914923291, + "FN": 104, + "FP": 18, + "IoU": 0.8431876606683805, + "TN": 1576310, + "TP": 656, + "n_pred": 674, + "n_ref": 760 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 119, + "IoU": 0.0, + "TN": 1576969, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.48401624215577704, + "FN": 7726, + "FP": 139043, + "IoU": 0.3192753482029804, + "TN": 1361481, + "TP": 68838, + "n_pred": 207881, + "n_ref": 76564 + }, + "7": { + "Dice": 0.957462874402215, + "FN": 260, + "FP": 1599, + "IoU": 0.9183969097054563, + "TN": 1554307, + "TP": 20922, + "n_pred": 22521, + "n_ref": 21182 + }, + "8": { + "Dice": 0.9728144989339019, + "FN": 168, + "FP": 240, + "IoU": 0.9470679813181111, + "TN": 1569380, + "TP": 7300, + "n_pred": 7540, + "n_ref": 7468 + }, + "9": { + "Dice": 0.9146825396825397, + "FN": 1364, + "FP": 3194, + "IoU": 0.8427787934186471, + "TN": 1548097, + "TP": 24433, + "n_pred": 27627, + "n_ref": 25797 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9663553416897792, + "FN": 693, + "FP": 2740, + "IoU": 0.9349009196928036, + "TN": 998657, + "TP": 49302, + "n_pred": 52042, + "n_ref": 49995 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5709, + "IoU": 0.0, + "TN": 1045683, + "TP": 0, + "n_pred": 5709, + "n_ref": 0 + }, + "11": { + "Dice": 0.6685393258426966, + "FN": 91, + "FP": 381, + "IoU": 0.5021097046413502, + "TN": 1050444, + "TP": 476, + "n_pred": 857, + "n_ref": 567 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4693069306930693, + "FN": 67, + "FP": 4757, + "IoU": 0.30659767141009053, + "TN": 1044435, + "TP": 2133, + "n_pred": 6890, + "n_ref": 2200 + }, + "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": 0.934804042395859, + "FN": 1136, + "FP": 4154, + "IoU": 0.8775888001851209, + "TN": 1008177, + "TP": 37925, + "n_pred": 42079, + "n_ref": 39061 + }, + "3": { + "Dice": 0.9553847963304191, + "FN": 256, + "FP": 2020, + "IoU": 0.914580596734847, + "TN": 1024747, + "TP": 24369, + "n_pred": 26389, + "n_ref": 24625 + }, + "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": 0.9557532380979977, + "FN": 469, + "FP": 1058, + "IoU": 0.9152561185415394, + "TN": 1033373, + "TP": 16492, + "n_pred": 17550, + "n_ref": 16961 + }, + "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": 0.9295417913884412, + "FN": 170, + "FP": 442, + "IoU": 0.8683587868358786, + "TN": 1046743, + "TP": 4037, + "n_pred": 4479, + "n_ref": 4207 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9793765257162098, + "FN": 914, + "FP": 556, + "IoU": 0.9595865178424149, + "TN": 1365482, + "TP": 34904, + "n_pred": 35460, + "n_ref": 35818 + }, + "10": { + "Dice": 0.3729359814159848, + "FN": 29139, + "FP": 824, + "IoU": 0.2292079335271268, + "TN": 1362983, + "TP": 8910, + "n_pred": 9734, + "n_ref": 38049 + }, + "11": { + "Dice": 0.793168403867889, + "FN": 599, + "FP": 1048, + "IoU": 0.6572320499479709, + "TN": 1397051, + "TP": 3158, + "n_pred": 4206, + "n_ref": 3757 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8786003929601606, + "FN": 2602, + "FP": 3206, + "IoU": 0.7834855545200373, + "TN": 1375031, + "TP": 21017, + "n_pred": 24223, + "n_ref": 23619 + }, + "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": 0.82409927070861, + "FN": 756, + "FP": 12172, + "IoU": 0.7008238452281773, + "TN": 1358644, + "TP": 30284, + "n_pred": 42456, + "n_ref": 31040 + }, + "3": { + "Dice": 0.15610153386724582, + "FN": 12388, + "FP": 46, + "IoU": 0.08465842167255595, + "TN": 1388272, + "TP": 1150, + "n_pred": 1196, + "n_ref": 13538 + }, + "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": 0.9718920716963269, + "FN": 1029, + "FP": 1168, + "IoU": 0.9453210552513689, + "TN": 1361676, + "TP": 37983, + "n_pred": 39151, + "n_ref": 39012 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.843546730571722, + "FN": 452, + "FP": 5, + "IoU": 0.7294256956779159, + "TN": 1400167, + "TP": 1232, + "n_pred": 1237, + "n_ref": 1684 + }, + "9": { + "Dice": 0.9358349260833951, + "FN": 1407, + "FP": 3528, + "IoU": 0.8794076680595264, + "TN": 1360933, + "TP": 35988, + "n_pred": 39516, + "n_ref": 37395 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 191, + "IoU": 0.0, + "TN": 1051201, + "TP": 0, + "n_pred": 191, + "n_ref": 0 + }, + "10": { + "Dice": 0.9096747042411584, + "FN": 2963, + "FP": 2832, + "IoU": 0.8343149588289113, + "TN": 1016416, + "TP": 29181, + "n_pred": 32013, + "n_ref": 32144 + }, + "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": 0.6980918358456043, + "FN": 5870, + "FP": 4525, + "IoU": 0.5362066657743274, + "TN": 1028979, + "TP": 12018, + "n_pred": 16543, + "n_ref": 17888 + }, + "14": { + "Dice": 0.9768951144776659, + "FN": 753, + "FP": 1675, + "IoU": 0.9548337890879327, + "TN": 997635, + "TP": 51329, + "n_pred": 53004, + "n_ref": 52082 + }, + "15": { + "Dice": 0.7913188647746243, + "FN": 177, + "FP": 73, + "IoU": 0.6546961325966851, + "TN": 1050668, + "TP": 474, + "n_pred": 547, + "n_ref": 651 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9705915979623725, + "FN": 1946, + "FP": 369, + "IoU": 0.9428634893995114, + "TN": 1010875, + "TP": 38202, + "n_pred": 38571, + "n_ref": 40148 + }, + "4": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 1051380, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "5": { + "Dice": 0.8465549761455675, + "FN": 335, + "FP": 1048, + "IoU": 0.7339361292804925, + "TN": 1046194, + "TP": 3815, + "n_pred": 4863, + "n_ref": 4150 + }, + "6": { + "Dice": 0.9614783508331682, + "FN": 1675, + "FP": 1825, + "IoU": 0.925814451344878, + "TN": 1004213, + "TP": 43679, + "n_pred": 45504, + "n_ref": 45354 + }, + "7": { + "Dice": 0.9287972682433286, + "FN": 1961, + "FP": 1980, + "IoU": 0.867060212514758, + "TN": 1021747, + "TP": 25704, + "n_pred": 27684, + "n_ref": 27665 + }, + "8": { + "Dice": 0.9597574010091721, + "FN": 1379, + "FP": 1859, + "IoU": 0.9226284348864994, + "TN": 1009542, + "TP": 38612, + "n_pred": 40471, + "n_ref": 39991 + }, + "9": { + "Dice": 0.9432198020667205, + "FN": 1086, + "FP": 1513, + "IoU": 0.8925411395021914, + "TN": 1027206, + "TP": 21587, + "n_pred": 23100, + "n_ref": 22673 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.6012867327421318, + "FN": 87, + "FP": 2206, + "IoU": 0.4298856290402785, + "TN": 1047370, + "TP": 1729, + "n_pred": 3935, + "n_ref": 1816 + }, + "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": 0.670934434692824, + "FN": 3068, + "FP": 9680, + "IoU": 0.504816656308266, + "TN": 1025648, + "TP": 12996, + "n_pred": 22676, + "n_ref": 16064 + }, + "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": 542, + "IoU": 0.0, + "TN": 1050850, + "TP": 0, + "n_pred": 542, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9174360327090477, + "FN": 29, + "FP": 284, + "IoU": 0.8474658869395711, + "TN": 1049340, + "TP": 1739, + "n_pred": 2023, + "n_ref": 1768 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9646542578840775, + "FN": 1031, + "FP": 435, + "IoU": 0.9317218573890363, + "TN": 1029921, + "TP": 20005, + "n_pred": 20440, + "n_ref": 21036 + }, + "7": { + "Dice": 0.7420240633016584, + "FN": 13773, + "FP": 507, + "IoU": 0.589855530344372, + "TN": 1016575, + "TP": 20537, + "n_pred": 21044, + "n_ref": 34310 + }, + "8": { + "Dice": 0.9140401146131805, + "FN": 31, + "FP": 329, + "IoU": 0.841688654353562, + "TN": 1049118, + "TP": 1914, + "n_pred": 2243, + "n_ref": 1945 + }, + "9": { + "Dice": 0.9229173355726247, + "FN": 966, + "FP": 2155, + "IoU": 0.8568676908965833, + "TN": 1029587, + "TP": 18684, + "n_pred": 20839, + "n_ref": 19650 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0341.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": 0.794891640866873, + "FN": 495, + "FP": 1095, + "IoU": 0.659601798330122, + "TN": 1046721, + "TP": 3081, + "n_pred": 4176, + "n_ref": 3576 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5491302303714152, + "FN": 2778, + "FP": 99, + "IoU": 0.37848347375243035, + "TN": 1046763, + "TP": 1752, + "n_pred": 1851, + "n_ref": 4530 + }, + "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": 0.9757773118615336, + "FN": 250, + "FP": 293, + "IoU": 0.9527003484320558, + "TN": 1039912, + "TP": 10937, + "n_pred": 11230, + "n_ref": 11187 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8184818481848185, + "FN": 98, + "FP": 12, + "IoU": 0.6927374301675978, + "TN": 1051034, + "TP": 248, + "n_pred": 260, + "n_ref": 346 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9627794265799003, + "FN": 3207, + "FP": 2261, + "IoU": 0.9282301674804431, + "TN": 975204, + "TP": 70720, + "n_pred": 72981, + "n_ref": 73927 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7291, + "IoU": 0.0, + "TN": 1044101, + "TP": 0, + "n_pred": 7291, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9024911448728081, + "FN": 1416, + "FP": 1915, + "IoU": 0.8223087592019631, + "TN": 1032646, + "TP": 15415, + "n_pred": 17330, + "n_ref": 16831 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.6119681456200228, + "FN": 1095, + "FP": 7432, + "IoU": 0.44088912202478525, + "TN": 1036141, + "TP": 6724, + "n_pred": 14156, + "n_ref": 7819 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8819130434782608, + "FN": 638, + "FP": 720, + "IoU": 0.7887696375797169, + "TN": 1044963, + "TP": 5071, + "n_pred": 5791, + "n_ref": 5709 + }, + "13": { + "Dice": 0.8307903615896808, + "FN": 4816, + "FP": 851, + "IoU": 0.7105572296848665, + "TN": 1031813, + "TP": 13912, + "n_pred": 14763, + "n_ref": 18728 + }, + "14": { + "Dice": 0.03413812943508002, + "FN": 6869, + "FP": 38456, + "IoU": 0.01736547717122664, + "TN": 1005266, + "TP": 801, + "n_pred": 39257, + "n_ref": 7670 + }, + "15": { + "Dice": 0.8366205774705164, + "FN": 670, + "FP": 2544, + "IoU": 0.7191295988814123, + "TN": 1039949, + "TP": 8229, + "n_pred": 10773, + "n_ref": 8899 + }, + "2": { + "Dice": 0.0023752969121140144, + "FN": 2513, + "FP": 7, + "IoU": 0.0011890606420927466, + "TN": 1048869, + "TP": 3, + "n_pred": 10, + "n_ref": 2516 + }, + "3": { + "Dice": 0.7416020671834626, + "FN": 222, + "FP": 2578, + "IoU": 0.5893223819301848, + "TN": 1044574, + "TP": 4018, + "n_pred": 6596, + "n_ref": 4240 + }, + "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": 0.9268325586529146, + "FN": 4289, + "FP": 7643, + "IoU": 0.863642077595566, + "TN": 963887, + "TP": 75573, + "n_pred": 83216, + "n_ref": 79862 + }, + "7": { + "Dice": 0.9764207179758908, + "FN": 431, + "FP": 281, + "IoU": 0.9539277856865537, + "TN": 1035938, + "TP": 14742, + "n_pred": 15023, + "n_ref": 15173 + }, + "8": { + "Dice": 0.9477343352235819, + "FN": 621, + "FP": 2356, + "IoU": 0.9006607047517352, + "TN": 1021424, + "TP": 26991, + "n_pred": 29347, + "n_ref": 27612 + }, + "9": { + "Dice": 0.8341314179303007, + "FN": 6744, + "FP": 5726, + "IoU": 0.7154592127780947, + "TN": 1007567, + "TP": 31355, + "n_pred": 37081, + "n_ref": 38099 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.05108461665838715, + "FN": 9912, + "FP": 13010, + "IoU": 0.026211818683886317, + "TN": 1027853, + "TP": 617, + "n_pred": 13627, + "n_ref": 10529 + }, + "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": 8, + "IoU": 0.0, + "TN": 1051384, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "13": { + "Dice": 0.037435812489647176, + "FN": 1359, + "FP": 4452, + "IoU": 0.019074949358541527, + "TN": 1045468, + "TP": 113, + "n_pred": 4565, + "n_ref": 1472 + }, + "14": { + "Dice": 0.869274241522903, + "FN": 861, + "FP": 897, + "IoU": 0.7687754833618309, + "TN": 1043789, + "TP": 5845, + "n_pred": 6742, + "n_ref": 6706 + }, + "15": { + "Dice": 0.8104538368266067, + "FN": 6427, + "FP": 2327, + "IoU": 0.6813134806509156, + "TN": 1023923, + "TP": 18715, + "n_pred": 21042, + "n_ref": 25142 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 226, + "IoU": 0.0, + "TN": 1051166, + "TP": 0, + "n_pred": 226, + "n_ref": 0 + }, + "3": { + "Dice": 0.9474444645114684, + "FN": 210, + "FP": 81, + "IoU": 0.9001372683596431, + "TN": 1048478, + "TP": 2623, + "n_pred": 2704, + "n_ref": 2833 + }, + "4": { + "Dice": 0.029231494578029232, + "FN": 1537, + "FP": 522, + "IoU": 0.014832535885167464, + "TN": 1049302, + "TP": 31, + "n_pred": 553, + "n_ref": 1568 + }, + "5": { + "Dice": 0.6345156315715688, + "FN": 4718, + "FP": 496, + "IoU": 0.4646817248459959, + "TN": 1041652, + "TP": 4526, + "n_pred": 5022, + "n_ref": 9244 + }, + "6": { + "Dice": 0.941460571238238, + "FN": 4950, + "FP": 3486, + "IoU": 0.8893958464443046, + "TN": 975120, + "TP": 67836, + "n_pred": 71322, + "n_ref": 72786 + }, + "7": { + "Dice": 0.1561641239457974, + "FN": 641, + "FP": 8264, + "IoU": 0.08469524103196628, + "TN": 1041663, + "TP": 824, + "n_pred": 9088, + "n_ref": 1465 + }, + "8": { + "Dice": 0.7202567365683616, + "FN": 24558, + "FP": 721, + "IoU": 0.5628134620040814, + "TN": 993570, + "TP": 32543, + "n_pred": 33264, + "n_ref": 57101 + }, + "9": { + "Dice": 0.7761771995043371, + "FN": 1257, + "FP": 1633, + "IoU": 0.6342235160106315, + "TN": 1043491, + "TP": 5011, + "n_pred": 6644, + "n_ref": 6268 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.803764517420905, + "FN": 1102, + "FP": 1838, + "IoU": 0.6719116170070305, + "TN": 1042431, + "TP": 6021, + "n_pred": 7859, + "n_ref": 7123 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7290836653386454, + "FN": 258, + "FP": 14, + "IoU": 0.5736677115987461, + "TN": 1050754, + "TP": 366, + "n_pred": 380, + "n_ref": 624 + }, + "13": { + "Dice": 0.8374055194234488, + "FN": 1408, + "FP": 442, + "IoU": 0.720290293317206, + "TN": 1044778, + "TP": 4764, + "n_pred": 5206, + "n_ref": 6172 + }, + "14": { + "Dice": 0.9557871159370892, + "FN": 4446, + "FP": 1002, + "IoU": 0.9153182560037305, + "TN": 987057, + "TP": 58887, + "n_pred": 59889, + "n_ref": 63333 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3088, + "IoU": 0.0, + "TN": 1048304, + "TP": 0, + "n_pred": 3088, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8571428571428571, + "FN": 35, + "FP": 86, + "IoU": 0.75, + "TN": 1050908, + "TP": 363, + "n_pred": 449, + "n_ref": 398 + }, + "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": 0.9760345603456034, + "FN": 2478, + "FP": 4179, + "IoU": 0.9531909208527873, + "TN": 909176, + "TP": 135559, + "n_pred": 139738, + "n_ref": 138037 + }, + "7": { + "Dice": 0.9801073407202217, + "FN": 1648, + "FP": 650, + "IoU": 0.9609906805411736, + "TN": 992483, + "TP": 56611, + "n_pred": 57261, + "n_ref": 58259 + }, + "8": { + "Dice": 0.961085685563874, + "FN": 541, + "FP": 930, + "IoU": 0.9250865756773273, + "TN": 1031756, + "TP": 18165, + "n_pred": 19095, + "n_ref": 18706 + }, + "9": { + "Dice": 0.8904687466541039, + "FN": 3641, + "FP": 1474, + "IoU": 0.8025630138572587, + "TN": 1025485, + "TP": 20792, + "n_pred": 22266, + "n_ref": 24433 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.6367823561256092, + "FN": 1901.9311111111115, + "FP": 1756.4355555555555, + "IoU": 0.5560690576283422, + "TN": 1174985.3422222221, + "TP": 12933.89111111111, + "n_pred": 14690.326666666666, + "n_ref": 14835.822222222221 + }, + "mean": { + "1": { + "Dice": 0.7271129844022443, + "FN": 1041.9666666666667, + "FP": 1432.8, + "IoU": 0.6876225347435961, + "TN": 1172623.7, + "TP": 16479.133333333335, + "n_pred": 17911.933333333334, + "n_ref": 17521.1 + }, + "10": { + "Dice": 0.5410407541038225, + "FN": 2666.9, + "FP": 2579.233333333333, + "IoU": 0.43873121403513715, + "TN": 1177550.3333333333, + "TP": 8781.133333333333, + "n_pred": 11360.366666666667, + "n_ref": 11448.033333333333 + }, + "11": { + "Dice": 0.5717443857821034, + "FN": 172.2, + "FP": 303.3666666666667, + "IoU": 0.45330694526100535, + "TN": 1190503.6, + "TP": 598.4333333333333, + "n_pred": 901.8, + "n_ref": 770.6333333333333 + }, + "12": { + "Dice": 0.47297651401308144, + "FN": 268.43333333333334, + "FP": 168.6, + "IoU": 0.37292498171273497, + "TN": 1190696.8333333333, + "TP": 443.73333333333335, + "n_pred": 612.3333333333334, + "n_ref": 712.1666666666666 + }, + "13": { + "Dice": 0.5837202092251615, + "FN": 3419.8, + "FP": 2179.4333333333334, + "IoU": 0.45747079409072244, + "TN": 1179379.3666666667, + "TP": 6599.0, + "n_pred": 8778.433333333332, + "n_ref": 10018.8 + }, + "14": { + "Dice": 0.5175973238351705, + "FN": 1698.0, + "FP": 2595.733333333333, + "IoU": 0.443707944662852, + "TN": 1177672.6, + "TP": 9611.266666666666, + "n_pred": 12207.0, + "n_ref": 11309.266666666666 + }, + "15": { + "Dice": 0.45442859937080204, + "FN": 2224.9, + "FP": 1384.3, + "IoU": 0.37310067790556994, + "TN": 1181494.4666666666, + "TP": 6473.933333333333, + "n_pred": 7858.233333333334, + "n_ref": 8698.833333333334 + }, + "2": { + "Dice": 0.6428484469440248, + "FN": 2715.2, + "FP": 1656.7666666666667, + "IoU": 0.5904844571884948, + "TN": 1176541.9666666666, + "TP": 10663.666666666666, + "n_pred": 12320.433333333332, + "n_ref": 13378.866666666667 + }, + "3": { + "Dice": 0.6764170171060631, + "FN": 1801.6333333333334, + "FP": 3099.366666666667, + "IoU": 0.6343263210964026, + "TN": 1167831.2666666666, + "TP": 18845.333333333332, + "n_pred": 21944.7, + "n_ref": 20646.966666666667 + }, + "4": { + "Dice": 0.4174123535970709, + "FN": 735.5666666666667, + "FP": 302.5, + "IoU": 0.3388802858709943, + "TN": 1188149.9333333333, + "TP": 2389.6, + "n_pred": 2692.1, + "n_ref": 3125.1666666666665 + }, + "5": { + "Dice": 0.6350668138130505, + "FN": 645.4333333333333, + "FP": 526.6666666666666, + "IoU": 0.5236417461008529, + "TN": 1188368.8, + "TP": 2036.7, + "n_pred": 2563.366666666667, + "n_ref": 2682.133333333333 + }, + "6": { + "Dice": 0.8981116622096749, + "FN": 3126.5, + "FP": 3773.3333333333335, + "IoU": 0.8452754837622535, + "TN": 1122931.4, + "TP": 61746.36666666667, + "n_pred": 65519.7, + "n_ref": 64872.86666666667 + }, + "7": { + "Dice": 0.6237166068383792, + "FN": 5532.866666666667, + "FP": 3762.0333333333333, + "IoU": 0.52426129927132, + "TN": 1160601.2333333334, + "TP": 21681.466666666667, + "n_pred": 25443.5, + "n_ref": 27214.333333333332 + }, + "8": { + "Dice": 0.9395252016372254, + "FN": 933.3333333333334, + "FP": 988.5, + "IoU": 0.8874740654676728, + "TN": 1174225.2666666666, + "TP": 15430.5, + "n_pred": 16419.0, + "n_ref": 16363.833333333334 + }, + "9": { + "Dice": 0.8500164690062622, + "FN": 1546.2333333333333, + "FP": 1593.9, + "IoU": 0.7698271132555254, + "TN": 1176209.3666666667, + "TP": 12228.1, + "n_pred": 13822.0, + "n_ref": 13774.333333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.935395814376706, + "FN": 624, + "FP": 299, + "IoU": 0.8786324786324786, + "TN": 1043787, + "TP": 6682, + "n_pred": 6981, + "n_ref": 7306 + }, + "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": 26, + "FP": 0, + "IoU": 0.0, + "TN": 1051366, + "TP": 0, + "n_pred": 0, + "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": 0.9376334530553807, + "FN": 6021, + "FP": 4085, + "IoU": 0.8825893998187606, + "TN": 965318, + "TP": 75968, + "n_pred": 80053, + "n_ref": 81989 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8066429418742586, + "FN": 357, + "FP": 621, + "IoU": 0.6759443339960238, + "TN": 1048374, + "TP": 2040, + "n_pred": 2661, + "n_ref": 2397 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.45086431446838743, + "FN": 2301, + "FP": 18, + "IoU": 0.29104249464995413, + "TN": 1048121, + "TP": 952, + "n_pred": 970, + "n_ref": 3253 + }, + "8": { + "Dice": 0.9142207187910838, + "FN": 5514, + "FP": 293, + "IoU": 0.8419949934697432, + "TN": 1014640, + "TP": 30945, + "n_pred": 31238, + "n_ref": 36459 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.90126486092862, + "FN": 5012, + "FP": 1225, + "IoU": 0.8202749041869579, + "TN": 1367153, + "TP": 28466, + "n_pred": 29691, + "n_ref": 33478 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 859, + "IoU": 0.0, + "TN": 1400997, + "TP": 0, + "n_pred": 859, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 585, + "IoU": 0.0, + "TN": 1401271, + "TP": 0, + "n_pred": 585, + "n_ref": 0 + }, + "12": { + "Dice": 0.39234581497797355, + "FN": 3076, + "FP": 1338, + "IoU": 0.24404863846549066, + "TN": 1396017, + "TP": 1425, + "n_pred": 2763, + "n_ref": 4501 + }, + "13": { + "Dice": 0.5531378836463582, + "FN": 10897, + "FP": 809, + "IoU": 0.382301725502612, + "TN": 1382905, + "TP": 7245, + "n_pred": 8054, + "n_ref": 18142 + }, + "14": { + "Dice": 0.8998958248675646, + "FN": 3165, + "FP": 10384, + "IoU": 0.8180096441859528, + "TN": 1327407, + "TP": 60900, + "n_pred": 71284, + "n_ref": 64065 + }, + "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": 11473, + "IoU": 0.0, + "TN": 1390383, + "TP": 0, + "n_pred": 11473, + "n_ref": 0 + }, + "3": { + "Dice": 0.5870608806231123, + "FN": 12882, + "FP": 107, + "IoU": 0.4154891548915489, + "TN": 1379634, + "TP": 9233, + "n_pred": 9340, + "n_ref": 22115 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 140, + "IoU": 0.0, + "TN": 1401716, + "TP": 0, + "n_pred": 140, + "n_ref": 0 + }, + "5": { + "Dice": 0.6510371075166508, + "FN": 3228, + "FP": 5941, + "IoU": 0.48262047173005307, + "TN": 1384134, + "TP": 8553, + "n_pred": 14494, + "n_ref": 11781 + }, + "6": { + "Dice": 0.9637994121528403, + "FN": 5877, + "FP": 6193, + "IoU": 0.9301282236823063, + "TN": 1229111, + "TP": 160675, + "n_pred": 166868, + "n_ref": 166552 + }, + "7": { + "Dice": 0.637148326050056, + "FN": 4363, + "FP": 5684, + "IoU": 0.46751112995548016, + "TN": 1382988, + "TP": 8821, + "n_pred": 14505, + "n_ref": 13184 + }, + "8": { + "Dice": 0.9425289315358001, + "FN": 2041, + "FP": 4703, + "IoU": 0.8913046982029172, + "TN": 1339811, + "TP": 55301, + "n_pred": 60004, + "n_ref": 57342 + }, + "9": { + "Dice": 0.860767226664271, + "FN": 2388, + "FP": 5361, + "IoU": 0.7555674720837802, + "TN": 1370154, + "TP": 23953, + "n_pred": 29314, + "n_ref": 26341 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.7258300969625266, + "FN": 10576, + "FP": 10744, + "IoU": 0.5696493813205223, + "TN": 826619, + "TP": 28221, + "n_pred": 38965, + "n_ref": 38797 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7133204633204633, + "FN": 1666, + "FP": 116, + "IoU": 0.5543885971492873, + "TN": 872161, + "TP": 2217, + "n_pred": 2333, + "n_ref": 3883 + }, + "13": { + "Dice": 0.7272727272727273, + "FN": 1814, + "FP": 5032, + "IoU": 0.5714285714285714, + "TN": 860186, + "TP": 9128, + "n_pred": 14160, + "n_ref": 10942 + }, + "14": { + "Dice": 0.2553905806695669, + "FN": 30873, + "FP": 621, + "IoU": 0.146388399512129, + "TN": 839265, + "TP": 5401, + "n_pred": 6022, + "n_ref": 36274 + }, + "15": { + "Dice": 0.6253231475295553, + "FN": 12509, + "FP": 390, + "IoU": 0.4548873769175506, + "TN": 852497, + "TP": 10764, + "n_pred": 11154, + "n_ref": 23273 + }, + "2": { + "Dice": 0.8800866158349161, + "FN": 2253, + "FP": 10816, + "IoU": 0.7858523956216819, + "TN": 815132, + "TP": 47959, + "n_pred": 58775, + "n_ref": 50212 + }, + "3": { + "Dice": 0.9387032529320646, + "FN": 552, + "FP": 556, + "IoU": 0.8844870725604671, + "TN": 866568, + "TP": 8484, + "n_pred": 9040, + "n_ref": 9036 + }, + "4": { + "Dice": 0.0, + "FN": 149, + "FP": 0, + "IoU": 0.0, + "TN": 876011, + "TP": 0, + "n_pred": 0, + "n_ref": 149 + }, + "5": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 876157, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "6": { + "Dice": 0.9573107623381963, + "FN": 2349, + "FP": 662, + "IoU": 0.9181170455781573, + "TN": 839388, + "TP": 33761, + "n_pred": 34423, + "n_ref": 36110 + }, + "7": { + "Dice": 0.9079683853806864, + "FN": 12175, + "FP": 4744, + "IoU": 0.8314488090138376, + "TN": 775781, + "TP": 83460, + "n_pred": 88204, + "n_ref": 95635 + }, + "8": { + "Dice": 0.8749732848899338, + "FN": 3068, + "FP": 442, + "IoU": 0.7777355623100304, + "TN": 860368, + "TP": 12282, + "n_pred": 12724, + "n_ref": 15350 + }, + "9": { + "Dice": 0.8828167250163664, + "FN": 2047, + "FP": 2070, + "IoU": 0.7902165605095541, + "TN": 856535, + "TP": 15508, + "n_pred": 17578, + "n_ref": 17555 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.7886102403343783, + "FN": 1516, + "FP": 2530, + "IoU": 0.6509962908651773, + "TN": 1565495, + "TP": 7547, + "n_pred": 10077, + "n_ref": 9063 + }, + "11": { + "Dice": 0.5092348284960422, + "FN": 995, + "FP": 1237, + "IoU": 0.3415929203539823, + "TN": 1573698, + "TP": 1158, + "n_pred": 2395, + "n_ref": 2153 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7491091125063635, + "FN": 3739, + "FP": 2175, + "IoU": 0.5988604761581767, + "TN": 1562345, + "TP": 8829, + "n_pred": 11004, + "n_ref": 12568 + }, + "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": 0.9109087953178345, + "FN": 744, + "FP": 1448, + "IoU": 0.8363934915659054, + "TN": 1563690, + "TP": 11206, + "n_pred": 12654, + "n_ref": 11950 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7782510264379725, + "FN": 3188, + "FP": 2591, + "IoU": 0.636997487437186, + "TN": 1561168, + "TP": 10141, + "n_pred": 12732, + "n_ref": 13329 + }, + "5": { + "Dice": 0.7832545577312626, + "FN": 716, + "FP": 1852, + "IoU": 0.6437291897891232, + "TN": 1569880, + "TP": 4640, + "n_pred": 6492, + "n_ref": 5356 + }, + "6": { + "Dice": 0.9279777307300243, + "FN": 4683, + "FP": 6339, + "IoU": 0.8656328859305855, + "TN": 1495059, + "TP": 71007, + "n_pred": 77346, + "n_ref": 75690 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9274308300395256, + "FN": 861, + "FP": 3729, + "IoU": 0.8646816037735849, + "TN": 1543168, + "TP": 29330, + "n_pred": 33059, + "n_ref": 30191 + }, + "9": { + "Dice": 0.869153831198289, + "FN": 2909, + "FP": 3148, + "IoU": 0.7685871475510048, + "TN": 1550914, + "TP": 20117, + "n_pred": 23265, + "n_ref": 23026 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9186291403408003, + "FN": 2274, + "FP": 1976, + "IoU": 0.8495042492917847, + "TN": 1373616, + "TP": 23990, + "n_pred": 25966, + "n_ref": 26264 + }, + "10": { + "Dice": 0.3948900995679128, + "FN": 2094, + "FP": 1127, + "IoU": 0.24602059925093633, + "TN": 1397584, + "TP": 1051, + "n_pred": 2178, + "n_ref": 3145 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.2489415749364945, + "FN": 587, + "FP": 300, + "IoU": 0.14216634429400388, + "TN": 1400822, + "TP": 147, + "n_pred": 447, + "n_ref": 734 + }, + "13": { + "Dice": 0.40427069117765113, + "FN": 3220, + "FP": 4201, + "IoU": 0.25334540698259383, + "TN": 1391917, + "TP": 2518, + "n_pred": 6719, + "n_ref": 5738 + }, + "14": { + "Dice": 0.5322723253757736, + "FN": 147, + "FP": 382, + "IoU": 0.36265060240963853, + "TN": 1401026, + "TP": 301, + "n_pred": 683, + "n_ref": 448 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 898, + "IoU": 0.0, + "TN": 1400958, + "TP": 0, + "n_pred": 898, + "n_ref": 0 + }, + "2": { + "Dice": 0.744010454479454, + "FN": 1744, + "FP": 19, + "IoU": 0.5923699421965318, + "TN": 1397531, + "TP": 2562, + "n_pred": 2581, + "n_ref": 4306 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4389086595492289, + "FN": 49, + "FP": 424, + "IoU": 0.2811550151975684, + "TN": 1401198, + "TP": 185, + "n_pred": 609, + "n_ref": 234 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9754264338632425, + "FN": 5261, + "FP": 1814, + "IoU": 0.9520316218396805, + "TN": 1254363, + "TP": 140418, + "n_pred": 142232, + "n_ref": 145679 + }, + "7": { + "Dice": 0.8793207395498392, + "FN": 490, + "FP": 1912, + "IoU": 0.7846319375952658, + "TN": 1390703, + "TP": 8751, + "n_pred": 10663, + "n_ref": 9241 + }, + "8": { + "Dice": 0.9200012553745723, + "FN": 596, + "FP": 1953, + "IoU": 0.8518540044170638, + "TN": 1384650, + "TP": 14657, + "n_pred": 16610, + "n_ref": 15253 + }, + "9": { + "Dice": 0.884175028102752, + "FN": 2100, + "FP": 3464, + "IoU": 0.7923958061266371, + "TN": 1375055, + "TP": 21237, + "n_pred": 24701, + "n_ref": 23337 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 876156, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 876158, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "11": { + "Dice": 0.6165208940719145, + "FN": 468, + "FP": 1505, + "IoU": 0.4456307951671818, + "TN": 872601, + "TP": 1586, + "n_pred": 3091, + "n_ref": 2054 + }, + "12": { + "Dice": 0.11976047904191617, + "FN": 0, + "FP": 147, + "IoU": 0.06369426751592357, + "TN": 876003, + "TP": 10, + "n_pred": 157, + "n_ref": 10 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8496404239212718, + "FN": 2238, + "FP": 4118, + "IoU": 0.7385868224068438, + "TN": 851846, + "TP": 17958, + "n_pred": 22076, + "n_ref": 20196 + }, + "15": { + "Dice": 0.5847924373201808, + "FN": 1412, + "FP": 8690, + "IoU": 0.4132202602230483, + "TN": 858944, + "TP": 7114, + "n_pred": 15804, + "n_ref": 8526 + }, + "2": { + "Dice": 0.9521237417137245, + "FN": 25, + "FP": 170, + "IoU": 0.9086223055295221, + "TN": 874026, + "TP": 1939, + "n_pred": 2109, + "n_ref": 1964 + }, + "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": 7, + "IoU": 0.0, + "TN": 876153, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "5": { + "Dice": 0.7774108322324967, + "FN": 2243, + "FP": 453, + "IoU": 0.6358725013506212, + "TN": 868756, + "TP": 4708, + "n_pred": 5161, + "n_ref": 6951 + }, + "6": { + "Dice": 0.9442867213411558, + "FN": 13164, + "FP": 1299, + "IoU": 0.89445376924761, + "TN": 739130, + "TP": 122567, + "n_pred": 123866, + "n_ref": 135731 + }, + "7": { + "Dice": 0.7914101646385111, + "FN": 2785, + "FP": 1586, + "IoU": 0.6548211324330727, + "TN": 863497, + "TP": 8292, + "n_pred": 9878, + "n_ref": 11077 + }, + "8": { + "Dice": 0.945127934183712, + "FN": 943, + "FP": 511, + "IoU": 0.8959645105895822, + "TN": 862184, + "TP": 12522, + "n_pred": 13033, + "n_ref": 13465 + }, + "9": { + "Dice": 0.8333643919347024, + "FN": 1473, + "FP": 2998, + "IoU": 0.714331352629225, + "TN": 860509, + "TP": 11180, + "n_pred": 14178, + "n_ref": 12653 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7618069815195072, + "FN": 3805, + "FP": 13131, + "IoU": 0.615257048092869, + "TN": 1007373, + "TP": 27083, + "n_pred": 40214, + "n_ref": 30888 + }, + "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": 0.7357366071428572, + "FN": 19836, + "FP": 3842, + "IoU": 0.5819488338424054, + "TN": 994753, + "TP": 32961, + "n_pred": 36803, + "n_ref": 52797 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 1051365, + "TP": 0, + "n_pred": 27, + "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": 0.36610169491525424, + "FN": 183, + "FP": 4, + "IoU": 0.22406639004149378, + "TN": 1051151, + "TP": 54, + "n_pred": 58, + "n_ref": 237 + }, + "5": { + "Dice": 0.8251561849229487, + "FN": 3192, + "FP": 1006, + "IoU": 0.7023539421440727, + "TN": 1037288, + "TP": 9906, + "n_pred": 10912, + "n_ref": 13098 + }, + "6": { + "Dice": 0.7903707854674512, + "FN": 2648, + "FP": 6330, + "IoU": 0.6533992201675481, + "TN": 1025489, + "TP": 16925, + "n_pred": 23255, + "n_ref": 19573 + }, + "7": { + "Dice": 0.6099383690118201, + "FN": 10356, + "FP": 2745, + "IoU": 0.4387851267991775, + "TN": 1028048, + "TP": 10243, + "n_pred": 12988, + "n_ref": 20599 + }, + "8": { + "Dice": 0.9573755162471752, + "FN": 1708, + "FP": 1027, + "IoU": 0.918236173393124, + "TN": 1017942, + "TP": 30715, + "n_pred": 31742, + "n_ref": 32423 + }, + "9": { + "Dice": 0.8776883176276612, + "FN": 6385, + "FP": 3778, + "IoU": 0.7820361593068393, + "TN": 1004765, + "TP": 36464, + "n_pred": 40242, + "n_ref": 42849 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.3987215341590092, + "FN": 1164, + "FP": 341, + "IoU": 0.24900199600798403, + "TN": 1224620, + "TP": 499, + "n_pred": 840, + "n_ref": 1663 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.857992565055762, + "FN": 146, + "FP": 45, + "IoU": 0.7513020833333334, + "TN": 1225856, + "TP": 577, + "n_pred": 622, + "n_ref": 723 + }, + "13": { + "Dice": 0.757440729276506, + "FN": 3855, + "FP": 3276, + "IoU": 0.6095811661647961, + "TN": 1208359, + "TP": 11134, + "n_pred": 14410, + "n_ref": 14989 + }, + "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": 0.7760438136741064, + "FN": 2444, + "FP": 1359, + "IoU": 0.6340454195535027, + "TN": 1216232, + "TP": 6589, + "n_pred": 7948, + "n_ref": 9033 + }, + "6": { + "Dice": 0.9355453246547071, + "FN": 1414, + "FP": 1834, + "IoU": 0.87889634601044, + "TN": 1199804, + "TP": 23572, + "n_pred": 25406, + "n_ref": 24986 + }, + "7": { + "Dice": 0.33847697904905283, + "FN": 137, + "FP": 10409, + "IoU": 0.2037148897614014, + "TN": 1213380, + "TP": 2698, + "n_pred": 13107, + "n_ref": 2835 + }, + "8": { + "Dice": 0.9467798677236268, + "FN": 4199, + "FP": 1474, + "IoU": 0.8989382548900844, + "TN": 1170490, + "TP": 50461, + "n_pred": 51935, + "n_ref": 54660 + }, + "9": { + "Dice": 0.8480404992580954, + "FN": 2806, + "FP": 676, + "IoU": 0.7361721472950447, + "TN": 1213426, + "TP": 9716, + "n_pred": 10392, + "n_ref": 12522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.616472844982616, + "FN": 267, + "FP": 2932, + "IoU": 0.445580589254766, + "TN": 1220854, + "TP": 2571, + "n_pred": 5503, + "n_ref": 2838 + }, + "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": 0.6255433455433456, + "FN": 5174, + "FP": 2493, + "IoU": 0.45512046052164024, + "TN": 1212553, + "TP": 6404, + "n_pred": 8897, + "n_ref": 11578 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 10938, + "IoU": 0.0, + "TN": 1215686, + "TP": 0, + "n_pred": 10938, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 794, + "IoU": 0.0, + "TN": 1225830, + "TP": 0, + "n_pred": 794, + "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": 0.8883081343640966, + "FN": 6503, + "FP": 1660, + "IoU": 0.7990596691610871, + "TN": 1186000, + "TP": 32461, + "n_pred": 34121, + "n_ref": 38964 + }, + "5": { + "Dice": 0.6860266484455073, + "FN": 1966, + "FP": 1710, + "IoU": 0.5221008840353614, + "TN": 1218932, + "TP": 4016, + "n_pred": 5726, + "n_ref": 5982 + }, + "6": { + "Dice": 0.9353349032492015, + "FN": 8693, + "FP": 6108, + "IoU": 0.8785249991792784, + "TN": 1104780, + "TP": 107043, + "n_pred": 113151, + "n_ref": 115736 + }, + "7": { + "Dice": 0.6421568627450981, + "FN": 826, + "FP": 1364, + "IoU": 0.4729241877256318, + "TN": 1222469, + "TP": 1965, + "n_pred": 3329, + "n_ref": 2791 + }, + "8": { + "Dice": 0.9240601882139802, + "FN": 1471, + "FP": 1547, + "IoU": 0.8588400374181479, + "TN": 1205244, + "TP": 18362, + "n_pred": 19909, + "n_ref": 19833 + }, + "9": { + "Dice": 0.8253540985707877, + "FN": 1810, + "FP": 3640, + "IoU": 0.7026407682234832, + "TN": 1208296, + "TP": 12878, + "n_pred": 16518, + "n_ref": 14688 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9749186449940795, + "FN": 783, + "FP": 2246, + "IoU": 0.9510646547545962, + "TN": 1164726, + "TP": 58869, + "n_pred": 61115, + "n_ref": 59652 + }, + "10": { + "Dice": 0.7856292609024997, + "FN": 2868, + "FP": 3075, + "IoU": 0.646943503831759, + "TN": 1209791, + "TP": 10890, + "n_pred": 13965, + "n_ref": 13758 + }, + "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": 0.7209178038265579, + "FN": 3905, + "FP": 11761, + "IoU": 0.5636211699164345, + "TN": 1190724, + "TP": 20234, + "n_pred": 31995, + "n_ref": 24139 + }, + "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": 123, + "IoU": 0.0, + "TN": 1226501, + "TP": 0, + "n_pred": 123, + "n_ref": 0 + }, + "3": { + "Dice": 0.9672395378192058, + "FN": 1238, + "FP": 449, + "IoU": 0.9365574818547628, + "TN": 1200033, + "TP": 24904, + "n_pred": 25353, + "n_ref": 26142 + }, + "4": { + "Dice": 0.8939511224151278, + "FN": 140, + "FP": 819, + "IoU": 0.8082383523295341, + "TN": 1221623, + "TP": 4042, + "n_pred": 4861, + "n_ref": 4182 + }, + "5": { + "Dice": 0.886818390102337, + "FN": 883, + "FP": 599, + "IoU": 0.7966520307354555, + "TN": 1219336, + "TP": 5806, + "n_pred": 6405, + "n_ref": 6689 + }, + "6": { + "Dice": 0.934285360177369, + "FN": 2848, + "FP": 6696, + "IoU": 0.8766749796482705, + "TN": 1149235, + "TP": 67845, + "n_pred": 74541, + "n_ref": 70693 + }, + "7": { + "Dice": 0.9267561660942866, + "FN": 2547, + "FP": 8010, + "IoU": 0.8635094251803583, + "TN": 1149278, + "TP": 66789, + "n_pred": 74799, + "n_ref": 69336 + }, + "8": { + "Dice": 0.8759071639002659, + "FN": 1974, + "FP": 6661, + "IoU": 0.7792124776272054, + "TN": 1187514, + "TP": 30475, + "n_pred": 37136, + "n_ref": 32449 + }, + "9": { + "Dice": 0.7100065402223675, + "FN": 8153, + "FP": 715, + "IoU": 0.5503954573108902, + "TN": 1206900, + "TP": 10856, + "n_pred": 11571, + "n_ref": 19009 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 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": 0.8646399851252731, + "FN": 4696, + "FP": 1128, + "IoU": 0.7615557830092119, + "TN": 851735, + "TP": 18601, + "n_pred": 19729, + "n_ref": 23297 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9634279599388079, + "FN": 1714, + "FP": 3139, + "IoU": 0.929436568520538, + "TN": 807385, + "TP": 63922, + "n_pred": 67061, + "n_ref": 65636 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 876120, + "TP": 0, + "n_pred": 40, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9084880636604774, + "FN": 967, + "FP": 275, + "IoU": 0.8323207776427703, + "TN": 1394449, + "TP": 6165, + "n_pred": 6440, + "n_ref": 7132 + }, + "10": { + "Dice": 0.6475252939567951, + "FN": 12578, + "FP": 2890, + "IoU": 0.478770723817226, + "TN": 1372180, + "TP": 14208, + "n_pred": 17098, + "n_ref": 26786 + }, + "11": { + "Dice": 0.811919671777154, + "FN": 165, + "FP": 706, + "IoU": 0.683387858960378, + "TN": 1399105, + "TP": 1880, + "n_pred": 2586, + "n_ref": 2045 + }, + "12": { + "Dice": 0.7738029719317556, + "FN": 539, + "FP": 283, + "IoU": 0.6310592459605027, + "TN": 1399628, + "TP": 1406, + "n_pred": 1689, + "n_ref": 1945 + }, + "13": { + "Dice": 0.8952942592369719, + "FN": 1158, + "FP": 582, + "IoU": 0.8104368667610851, + "TN": 1392677, + "TP": 7439, + "n_pred": 8021, + "n_ref": 8597 + }, + "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": 0.0, + "FN": 0, + "FP": 11229, + "IoU": 0.0, + "TN": 1390627, + "TP": 0, + "n_pred": 11229, + "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": 0.9345530236634532, + "FN": 2444, + "FP": 3530, + "IoU": 0.8771464412774795, + "TN": 1353229, + "TP": 42653, + "n_pred": 46183, + "n_ref": 45097 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8765432098765432, + "FN": 716, + "FP": 24, + "IoU": 0.7802197802197802, + "TN": 1398489, + "TP": 2627, + "n_pred": 2651, + "n_ref": 3343 + }, + "9": { + "Dice": 0.9435969767120977, + "FN": 3295, + "FP": 384, + "IoU": 0.8932168461382173, + "TN": 1367403, + "TP": 30774, + "n_pred": 31158, + "n_ref": 34069 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9806213080617059, + "FN": 263, + "FP": 649, + "IoU": 0.9619794055113187, + "TN": 1027405, + "TP": 23075, + "n_pred": 23724, + "n_ref": 23338 + }, + "10": { + "Dice": 0.8372754491017964, + "FN": 4881, + "FP": 3815, + "IoU": 0.7200978498776877, + "TN": 1020324, + "TP": 22372, + "n_pred": 26187, + "n_ref": 27253 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7665594855305466, + "FN": 330, + "FP": 33, + "IoU": 0.62148070907195, + "TN": 1050433, + "TP": 596, + "n_pred": 629, + "n_ref": 926 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9753661083632184, + "FN": 1175, + "FP": 1868, + "IoU": 0.9519166956356856, + "TN": 988106, + "TP": 60243, + "n_pred": 62111, + "n_ref": 61418 + }, + "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": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1051386, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "6": { + "Dice": 0.8922444018512459, + "FN": 3329, + "FP": 1281, + "IoU": 0.8054523970290345, + "TN": 1027696, + "TP": 19086, + "n_pred": 20367, + "n_ref": 22415 + }, + "7": { + "Dice": 0.9344695013484823, + "FN": 5375, + "FP": 6045, + "IoU": 0.8769992999084496, + "TN": 958547, + "TP": 81425, + "n_pred": 87470, + "n_ref": 86800 + }, + "8": { + "Dice": 0.9683934758725598, + "FN": 659, + "FP": 89, + "IoU": 0.9387236831326288, + "TN": 1039185, + "TP": 11459, + "n_pred": 11548, + "n_ref": 12118 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9464924360257185, + "FN": 4350, + "FP": 1051, + "IoU": 0.8984201617453451, + "TN": 1348686, + "TP": 47769, + "n_pred": 48820, + "n_ref": 52119 + }, + "10": { + "Dice": 0.46523370384655843, + "FN": 13500, + "FP": 1751, + "IoU": 0.3031299977153301, + "TN": 1379971, + "TP": 6634, + "n_pred": 8385, + "n_ref": 20134 + }, + "11": { + "Dice": 0.43631778058007564, + "FN": 233, + "FP": 2002, + "IoU": 0.27903225806451615, + "TN": 1398756, + "TP": 865, + "n_pred": 2867, + "n_ref": 1098 + }, + "12": { + "Dice": 0.5824538258575198, + "FN": 409, + "FP": 857, + "IoU": 0.41088878548161933, + "TN": 1399707, + "TP": 883, + "n_pred": 1740, + "n_ref": 1292 + }, + "13": { + "Dice": 0.6341463414634146, + "FN": 738, + "FP": 327, + "IoU": 0.4642857142857143, + "TN": 1399868, + "TP": 923, + "n_pred": 1250, + "n_ref": 1661 + }, + "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": 0.932094512819558, + "FN": 3147, + "FP": 500, + "IoU": 0.8728249119503435, + "TN": 1373179, + "TP": 25030, + "n_pred": 25530, + "n_ref": 28177 + }, + "3": { + "Dice": 0.909248055315471, + "FN": 518, + "FP": 742, + "IoU": 0.8335974643423137, + "TN": 1394284, + "TP": 6312, + "n_pred": 7054, + "n_ref": 6830 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8594881699661999, + "FN": 567, + "FP": 888, + "IoU": 0.7535986452159187, + "TN": 1395951, + "TP": 4450, + "n_pred": 5338, + "n_ref": 5017 + }, + "6": { + "Dice": 0.9453706521779972, + "FN": 8355, + "FP": 6184, + "IoU": 0.8964008579226017, + "TN": 1261517, + "TP": 125800, + "n_pred": 131984, + "n_ref": 134155 + }, + "7": { + "Dice": 0.8202645873488698, + "FN": 6512, + "FP": 1694, + "IoU": 0.6952953845011325, + "TN": 1374925, + "TP": 18725, + "n_pred": 20419, + "n_ref": 25237 + }, + "8": { + "Dice": 0.9394734405382882, + "FN": 235, + "FP": 1726, + "IoU": 0.8858556461001165, + "TN": 1384676, + "TP": 15219, + "n_pred": 16945, + "n_ref": 15454 + }, + "9": { + "Dice": 0.9315086054934136, + "FN": 1352, + "FP": 785, + "IoU": 0.8717979482872398, + "TN": 1385187, + "TP": 14532, + "n_pred": 15317, + "n_ref": 15884 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 1226552, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 95, + "FP": 1123, + "IoU": 0.0, + "TN": 1225406, + "TP": 0, + "n_pred": 1123, + "n_ref": 95 + }, + "11": { + "Dice": 0.6734177215189874, + "FN": 898, + "FP": 263, + "IoU": 0.5076335877862596, + "TN": 1224266, + "TP": 1197, + "n_pred": 1460, + "n_ref": 2095 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 124, + "IoU": 0.0, + "TN": 1226500, + "TP": 0, + "n_pred": 124, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 684, + "FP": 0, + "IoU": 0.0, + "TN": 1225940, + "TP": 0, + "n_pred": 0, + "n_ref": 684 + }, + "14": { + "Dice": 0.2638888888888889, + "FN": 1, + "FP": 105, + "IoU": 0.152, + "TN": 1226499, + "TP": 19, + "n_pred": 124, + "n_ref": 20 + }, + "15": { + "Dice": 0.8139913637246552, + "FN": 12110, + "FP": 339, + "IoU": 0.6863283612174965, + "TN": 1186936, + "TP": 27239, + "n_pred": 27578, + "n_ref": 39349 + }, + "2": { + "Dice": 0.9623562030952159, + "FN": 1174, + "FP": 4474, + "IoU": 0.927443700782344, + "TN": 1148781, + "TP": 72195, + "n_pred": 76669, + "n_ref": 73369 + }, + "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": 0.6859903381642513, + "FN": 120, + "FP": 10, + "IoU": 0.5220588235294118, + "TN": 1226352, + "TP": 142, + "n_pred": 152, + "n_ref": 262 + }, + "6": { + "Dice": 0.9692714875291585, + "FN": 1785, + "FP": 955, + "IoU": 0.9403751577664621, + "TN": 1180670, + "TP": 43214, + "n_pred": 44169, + "n_ref": 44999 + }, + "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": 0.8789057700970556, + "FN": 2584, + "FP": 373, + "IoU": 0.7839713617767388, + "TN": 1212936, + "TP": 10731, + "n_pred": 11104, + "n_ref": 13315 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9590649878606515, + "FN": 296, + "FP": 429, + "IoU": 0.9213495335213713, + "TN": 1217406, + "TP": 8493, + "n_pred": 8922, + "n_ref": 8789 + }, + "10": { + "Dice": 0.7599044395779415, + "FN": 3446, + "FP": 3790, + "IoU": 0.6127789372290897, + "TN": 1207937, + "TP": 11451, + "n_pred": 15241, + "n_ref": 14897 + }, + "11": { + "Dice": 0.8245877061469266, + "FN": 552, + "FP": 384, + "IoU": 0.701530612244898, + "TN": 1223488, + "TP": 2200, + "n_pred": 2584, + "n_ref": 2752 + }, + "12": { + "Dice": 0.0, + "FN": 88, + "FP": 3, + "IoU": 0.0, + "TN": 1226533, + "TP": 0, + "n_pred": 3, + "n_ref": 88 + }, + "13": { + "Dice": 0.8650380247942494, + "FN": 1898, + "FP": 3284, + "IoU": 0.7621735738216532, + "TN": 1204835, + "TP": 16607, + "n_pred": 19891, + "n_ref": 18505 + }, + "14": { + "Dice": 0.94216776700569, + "FN": 2186, + "FP": 731, + "IoU": 0.8906589699377765, + "TN": 1199946, + "TP": 23761, + "n_pred": 24492, + "n_ref": 25947 + }, + "15": { + "Dice": 0.8804937601736299, + "FN": 1895, + "FP": 5153, + "IoU": 0.7865018781049316, + "TN": 1193612, + "TP": 25964, + "n_pred": 31117, + "n_ref": 27859 + }, + "2": { + "Dice": 0.7105034799086192, + "FN": 896, + "FP": 15451, + "IoU": 0.5509929409179554, + "TN": 1190217, + "TP": 20060, + "n_pred": 35511, + "n_ref": 20956 + }, + "3": { + "Dice": 0.8364162527863596, + "FN": 15710, + "FP": 1022, + "IoU": 0.7188277206426027, + "TN": 1167116, + "TP": 42776, + "n_pred": 43798, + "n_ref": 58486 + }, + "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": 0.9790746611034346, + "FN": 988, + "FP": 1329, + "IoU": 0.9590071122748665, + "TN": 1170102, + "TP": 54205, + "n_pred": 55534, + "n_ref": 55193 + }, + "7": { + "Dice": 0.9709209546437817, + "FN": 1426, + "FP": 214, + "IoU": 0.9434853027326924, + "TN": 1197605, + "TP": 27379, + "n_pred": 27593, + "n_ref": 28805 + }, + "8": { + "Dice": 0.9689226519337016, + "FN": 243, + "FP": 747, + "IoU": 0.9397186872069658, + "TN": 1210201, + "TP": 15433, + "n_pred": 16180, + "n_ref": 15676 + }, + "9": { + "Dice": 0.951470801633533, + "FN": 1103, + "FP": 1238, + "IoU": 0.9074337682878608, + "TN": 1201334, + "TP": 22949, + "n_pred": 24187, + "n_ref": 24052 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8851043717999212, + "FN": 7287, + "FP": 6, + "IoU": 0.7938898937372824, + "TN": 1016008, + "TP": 28091, + "n_pred": 28097, + "n_ref": 35378 + }, + "10": { + "Dice": 0.8873750795373732, + "FN": 1390, + "FP": 1619, + "IoU": 0.7975509654847608, + "TN": 1036529, + "TP": 11854, + "n_pred": 13473, + "n_ref": 13244 + }, + "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": 0.7828176239488295, + "FN": 5629, + "FP": 1060, + "IoU": 0.6431391378574477, + "TN": 1032648, + "TP": 12055, + "n_pred": 13115, + "n_ref": 17684 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4695, + "IoU": 0.0, + "TN": 1046697, + "TP": 0, + "n_pred": 4695, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9476543209876543, + "FN": 779, + "FP": 493, + "IoU": 0.9005161895823557, + "TN": 1038606, + "TP": 11514, + "n_pred": 12007, + "n_ref": 12293 + }, + "3": { + "Dice": 0.0, + "FN": 188, + "FP": 0, + "IoU": 0.0, + "TN": 1051204, + "TP": 0, + "n_pred": 0, + "n_ref": 188 + }, + "4": { + "Dice": 0.0, + "FN": 97, + "FP": 9, + "IoU": 0.0, + "TN": 1051286, + "TP": 0, + "n_pred": 9, + "n_ref": 97 + }, + "5": { + "Dice": 0.845859872611465, + "FN": 288, + "FP": 438, + "IoU": 0.7328918322295805, + "TN": 1048674, + "TP": 1992, + "n_pred": 2430, + "n_ref": 2280 + }, + "6": { + "Dice": 0.9204884535547483, + "FN": 6481, + "FP": 3325, + "IoU": 0.8526897712079559, + "TN": 984825, + "TP": 56761, + "n_pred": 60086, + "n_ref": 63242 + }, + "7": { + "Dice": 0.005255551175929575, + "FN": 7571, + "FP": 0, + "IoU": 0.0026346989856408905, + "TN": 1043801, + "TP": 20, + "n_pred": 20, + "n_ref": 7591 + }, + "8": { + "Dice": 0.9664278403275333, + "FN": 187, + "FP": 141, + "IoU": 0.9350366409189939, + "TN": 1046343, + "TP": 4721, + "n_pred": 4862, + "n_ref": 4908 + }, + "9": { + "Dice": 0.7983971621887933, + "FN": 1242, + "FP": 7965, + "IoU": 0.6644434725563088, + "TN": 1023954, + "TP": 18231, + "n_pred": 26196, + "n_ref": 19473 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 16199, + "IoU": 0.0, + "TN": 1035193, + "TP": 0, + "n_pred": 16199, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 489, + "IoU": 0.0, + "TN": 1050903, + "TP": 0, + "n_pred": 489, + "n_ref": 0 + }, + "11": { + "Dice": 0.8503342051729148, + "FN": 441, + "FP": 1104, + "IoU": 0.7396359959555107, + "TN": 1045458, + "TP": 4389, + "n_pred": 5493, + "n_ref": 4830 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.29525483304042177, + "FN": 401, + "FP": 0, + "IoU": 0.1731958762886598, + "TN": 1050907, + "TP": 84, + "n_pred": 84, + "n_ref": 485 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 17607, + "IoU": 0.0, + "TN": 1033785, + "TP": 0, + "n_pred": 17607, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 1051367, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "2": { + "Dice": 0.8997993262446767, + "FN": 10136, + "FP": 899, + "IoU": 0.8178501865240501, + "TN": 990810, + "TP": 49547, + "n_pred": 50446, + "n_ref": 59683 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7951, + "IoU": 0.0, + "TN": 1043441, + "TP": 0, + "n_pred": 7951, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 390, + "IoU": 0.0, + "TN": 1051002, + "TP": 0, + "n_pred": 390, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9705289996357637, + "FN": 2066, + "FP": 3436, + "IoU": 0.9427453510515417, + "TN": 955295, + "TP": 90595, + "n_pred": 94031, + "n_ref": 92661 + }, + "7": { + "Dice": 0.0, + "FN": 5, + "FP": 40, + "IoU": 0.0, + "TN": 1051347, + "TP": 0, + "n_pred": 40, + "n_ref": 5 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9546206822913886, + "FN": 1206, + "FP": 494, + "IoU": 0.9131811449874879, + "TN": 1031811, + "TP": 17881, + "n_pred": 18375, + "n_ref": 19087 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9734131208928375, + "FN": 2247, + "FP": 1374, + "IoU": 0.9482033529781999, + "TN": 1156716, + "TP": 66287, + "n_pred": 67661, + "n_ref": 68534 + }, + "10": { + "Dice": 0.042036124794745486, + "FN": 483, + "FP": 5351, + "IoU": 0.02146930560214693, + "TN": 1220662, + "TP": 128, + "n_pred": 5479, + "n_ref": 611 + }, + "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": 0.4489949512371037, + "FN": 13287, + "FP": 4284, + "IoU": 0.28948645369995957, + "TN": 1201894, + "TP": 7159, + "n_pred": 11443, + "n_ref": 20446 + }, + "14": { + "Dice": 0.8698536939365272, + "FN": 889, + "FP": 9154, + "IoU": 0.7696823758743263, + "TN": 1183019, + "TP": 33562, + "n_pred": 42716, + "n_ref": 34451 + }, + "15": { + "Dice": 0.6579770594369134, + "FN": 2895, + "FP": 10225, + "IoU": 0.4902874902874903, + "TN": 1200884, + "TP": 12620, + "n_pred": 22845, + "n_ref": 15515 + }, + "2": { + "Dice": 0.9674059482163276, + "FN": 1992, + "FP": 887, + "IoU": 0.9368695728444874, + "TN": 1181020, + "TP": 42725, + "n_pred": 43612, + "n_ref": 44717 + }, + "3": { + "Dice": 0.9438813896879841, + "FN": 3505, + "FP": 1567, + "IoU": 0.8937266898545866, + "TN": 1178898, + "TP": 42654, + "n_pred": 44221, + "n_ref": 46159 + }, + "4": { + "Dice": 0.5045751633986928, + "FN": 6724, + "FP": 98, + "IoU": 0.3374125874125874, + "TN": 1216328, + "TP": 3474, + "n_pred": 3572, + "n_ref": 10198 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9431805992998742, + "FN": 3869, + "FP": 1958, + "IoU": 0.8924709355969737, + "TN": 1172434, + "TP": 48363, + "n_pred": 50321, + "n_ref": 52232 + }, + "7": { + "Dice": 0.6780686936936937, + "FN": 75709, + "FP": 2049, + "IoU": 0.5129379192844212, + "TN": 1066977, + "TP": 81889, + "n_pred": 83938, + "n_ref": 157598 + }, + "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": 3198, + "IoU": 0.0, + "TN": 1223426, + "TP": 0, + "n_pred": 3198, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3568, + "IoU": 0.0, + "TN": 1223056, + "TP": 0, + "n_pred": 3568, + "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": 19, + "IoU": 0.0, + "TN": 1226605, + "TP": 0, + "n_pred": 19, + "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": 0.8115041191850427, + "FN": 2906, + "FP": 915, + "IoU": 0.682799269467043, + "TN": 1214578, + "TP": 8225, + "n_pred": 9140, + "n_ref": 11131 + }, + "6": { + "Dice": 0.724659585484977, + "FN": 378, + "FP": 19297, + "IoU": 0.5682087521397533, + "TN": 1181058, + "TP": 25891, + "n_pred": 45188, + "n_ref": 26269 + }, + "7": { + "Dice": 0.48085460599334073, + "FN": 109, + "FP": 3633, + "IoU": 0.31652968036529683, + "TN": 1221149, + "TP": 1733, + "n_pred": 5366, + "n_ref": 1842 + }, + "8": { + "Dice": 0.981217296449694, + "FN": 1329, + "FP": 875, + "IoU": 0.9631271644387934, + "TN": 1166851, + "TP": 57569, + "n_pred": 58444, + "n_ref": 58898 + }, + "9": { + "Dice": 0.8741857619945111, + "FN": 2460, + "FP": 1345, + "IoU": 0.7764920112781954, + "TN": 1209600, + "TP": 13219, + "n_pred": 14564, + "n_ref": 15679 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8976377952755905, + "FN": 142, + "FP": 66, + "IoU": 0.8142857142857143, + "TN": 1225504, + "TP": 912, + "n_pred": 978, + "n_ref": 1054 + }, + "10": { + "Dice": 0.8693603913752491, + "FN": 274, + "FP": 1168, + "IoU": 0.7689102564102565, + "TN": 1220384, + "TP": 4798, + "n_pred": 5966, + "n_ref": 5072 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4013377926421405, + "FN": 68, + "FP": 469, + "IoU": 0.2510460251046025, + "TN": 1225907, + "TP": 180, + "n_pred": 649, + "n_ref": 248 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1226623, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "14": { + "Dice": 0.7346637102734663, + "FN": 1881, + "FP": 10325, + "IoU": 0.580607476635514, + "TN": 1197520, + "TP": 16898, + "n_pred": 27223, + "n_ref": 18779 + }, + "15": { + "Dice": 0.8439922100667895, + "FN": 20921, + "FP": 2951, + "IoU": 0.7300921476623891, + "TN": 1138179, + "TP": 64573, + "n_pred": 67524, + "n_ref": 85494 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9438836741438187, + "FN": 4758, + "FP": 4921, + "IoU": 0.8937307861220904, + "TN": 1135544, + "TP": 81401, + "n_pred": 86322, + "n_ref": 86159 + }, + "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": 0.9226739427012278, + "FN": 1328, + "FP": 89, + "IoU": 0.8564481815418904, + "TN": 1216753, + "TP": 8454, + "n_pred": 8543, + "n_ref": 9782 + }, + "7": { + "Dice": 0.7241531990259021, + "FN": 2491, + "FP": 1, + "IoU": 0.5675863265660246, + "TN": 1220861, + "TP": 3271, + "n_pred": 3272, + "n_ref": 5762 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.8088348131097227, + "FN": 989, + "FP": 2499, + "IoU": 0.6790282506671574, + "TN": 1215757, + "TP": 7379, + "n_pred": 9878, + "n_ref": 8368 + }, + "11": { + "Dice": 0.0, + "FN": 166, + "FP": 0, + "IoU": 0.0, + "TN": 1226458, + "TP": 0, + "n_pred": 0, + "n_ref": 166 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 181, + "IoU": 0.0, + "TN": 1226443, + "TP": 0, + "n_pred": 181, + "n_ref": 0 + }, + "13": { + "Dice": 0.8735437407328955, + "FN": 5346, + "FP": 624, + "IoU": 0.7754795035727717, + "TN": 1200034, + "TP": 20620, + "n_pred": 21244, + "n_ref": 25966 + }, + "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": 0.09512229784143125, + "FN": 57231, + "FP": 74, + "IoU": 0.04993617056551221, + "TN": 1166307, + "TP": 3012, + "n_pred": 3086, + "n_ref": 60243 + }, + "3": { + "Dice": 0.000269526211424061, + "FN": 8, + "FP": 51921, + "IoU": 0.00013478126925446703, + "TN": 1174688, + "TP": 7, + "n_pred": 51928, + "n_ref": 15 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 318, + "IoU": 0.0, + "TN": 1226306, + "TP": 0, + "n_pred": 318, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9778610302493356, + "FN": 971, + "FP": 3402, + "IoU": 0.9566810963952095, + "TN": 1125675, + "TP": 96576, + "n_pred": 99978, + "n_ref": 97547 + }, + "7": { + "Dice": 0.8822705091005012, + "FN": 7182, + "FP": 7100, + "IoU": 0.7893417112851601, + "TN": 1158827, + "TP": 53515, + "n_pred": 60615, + "n_ref": 60697 + }, + "8": { + "Dice": 0.9620441577772265, + "FN": 257, + "FP": 661, + "IoU": 0.9268642447418738, + "TN": 1214072, + "TP": 11634, + "n_pred": 12295, + "n_ref": 11891 + }, + "9": { + "Dice": 0.9754321227422801, + "FN": 818, + "FP": 194, + "IoU": 0.952042460430291, + "TN": 1205522, + "TP": 20090, + "n_pred": 20284, + "n_ref": 20908 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3974, + "IoU": 0.0, + "TN": 1397882, + "TP": 0, + "n_pred": 3974, + "n_ref": 0 + }, + "10": { + "Dice": 0.8669244264277562, + "FN": 1853, + "FP": 5960, + "IoU": 0.7651073296855271, + "TN": 1368594, + "TP": 25449, + "n_pred": 31409, + "n_ref": 27302 + }, + "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": 0.5374199372393931, + "FN": 10183, + "FP": 578, + "IoU": 0.3674465083470491, + "TN": 1384844, + "TP": 6251, + "n_pred": 6829, + "n_ref": 16434 + }, + "14": { + "Dice": 0.7907577302072715, + "FN": 2772, + "FP": 307, + "IoU": 0.6539282904349781, + "TN": 1392959, + "TP": 5818, + "n_pred": 6125, + "n_ref": 8590 + }, + "15": { + "Dice": 0.8992181642925994, + "FN": 223, + "FP": 718, + "IoU": 0.8168904456119868, + "TN": 1396717, + "TP": 4198, + "n_pred": 4916, + "n_ref": 4421 + }, + "2": { + "Dice": 0.0, + "FN": 283, + "FP": 1661, + "IoU": 0.0, + "TN": 1399912, + "TP": 0, + "n_pred": 1661, + "n_ref": 283 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 410, + "IoU": 0.0, + "TN": 1401446, + "TP": 0, + "n_pred": 410, + "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": 0.9284895019284598, + "FN": 6557, + "FP": 5476, + "IoU": 0.8665239431620282, + "TN": 1311705, + "TP": 78118, + "n_pred": 83594, + "n_ref": 84675 + }, + "7": { + "Dice": 0.31354908575950685, + "FN": 2167, + "FP": 14314, + "IoU": 0.18592244998765128, + "TN": 1381611, + "TP": 3764, + "n_pred": 18078, + "n_ref": 5931 + }, + "8": { + "Dice": 0.9421461897356143, + "FN": 121, + "FP": 995, + "IoU": 0.8906204057630108, + "TN": 1391653, + "TP": 9087, + "n_pred": 10082, + "n_ref": 9208 + }, + "9": { + "Dice": 0.9058768801364553, + "FN": 387, + "FP": 1434, + "IoU": 0.8279478458049887, + "TN": 1391272, + "TP": 8763, + "n_pred": 10197, + "n_ref": 9150 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9472239280424809, + "FN": 1046, + "FP": 415, + "IoU": 0.8997392259127093, + "TN": 1036820, + "TP": 13111, + "n_pred": 13526, + "n_ref": 14157 + }, + "10": { + "Dice": 0.8970820119412505, + "FN": 3724, + "FP": 2085, + "IoU": 0.8133714579451262, + "TN": 1020266, + "TP": 25317, + "n_pred": 27402, + "n_ref": 29041 + }, + "11": { + "Dice": 0.7817745803357314, + "FN": 85, + "FP": 6, + "IoU": 0.6417322834645669, + "TN": 1051138, + "TP": 163, + "n_pred": 169, + "n_ref": 248 + }, + "12": { + "Dice": 0.8396062536189924, + "FN": 602, + "FP": 506, + "IoU": 0.7235528942115769, + "TN": 1047384, + "TP": 2900, + "n_pred": 3406, + "n_ref": 3502 + }, + "13": { + "Dice": 0.6228728510341216, + "FN": 5911, + "FP": 11375, + "IoU": 0.45229872310763286, + "TN": 1019831, + "TP": 14275, + "n_pred": 25650, + "n_ref": 20186 + }, + "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": 0.9500616768134973, + "FN": 172, + "FP": 1083, + "IoU": 0.9048737967103767, + "TN": 1038199, + "TP": 11938, + "n_pred": 13021, + "n_ref": 12110 + }, + "3": { + "Dice": 0.978472708744666, + "FN": 415, + "FP": 937, + "IoU": 0.9578527339609701, + "TN": 1019314, + "TP": 30726, + "n_pred": 31663, + "n_ref": 31141 + }, + "4": { + "Dice": 0.7478235635519442, + "FN": 255, + "FP": 1483, + "IoU": 0.5972190034762457, + "TN": 1047077, + "TP": 2577, + "n_pred": 4060, + "n_ref": 2832 + }, + "5": { + "Dice": 0.13076923076923078, + "FN": 450, + "FP": 2, + "IoU": 0.06995884773662552, + "TN": 1050906, + "TP": 34, + "n_pred": 36, + "n_ref": 484 + }, + "6": { + "Dice": 0.9792064014030473, + "FN": 3158, + "FP": 636, + "IoU": 0.959259935357093, + "TN": 958265, + "TP": 89333, + "n_pred": 89969, + "n_ref": 92491 + }, + "7": { + "Dice": 0.6198124717955575, + "FN": 780, + "FP": 21967, + "IoU": 0.4490784470440069, + "TN": 1010103, + "TP": 18542, + "n_pred": 40509, + "n_ref": 19322 + }, + "8": { + "Dice": 0.9731082242329273, + "FN": 642, + "FP": 422, + "IoU": 0.9476249077036673, + "TN": 1031077, + "TP": 19251, + "n_pred": 19673, + "n_ref": 19893 + }, + "9": { + "Dice": 0.9194950911640953, + "FN": 319, + "FP": 1977, + "IoU": 0.8509865005192108, + "TN": 1035984, + "TP": 13112, + "n_pred": 15089, + "n_ref": 13431 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9592279044257495, + "FN": 324, + "FP": 4285, + "IoU": 0.9216502906877911, + "TN": 992566, + "TP": 54217, + "n_pred": 58502, + "n_ref": 54541 + }, + "10": { + "Dice": 0.4380165289256198, + "FN": 270, + "FP": 2, + "IoU": 0.2804232804232804, + "TN": 1051014, + "TP": 106, + "n_pred": 108, + "n_ref": 376 + }, + "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": 0.9357054186080256, + "FN": 2989, + "FP": 4987, + "IoU": 0.879178974475498, + "TN": 985377, + "TP": 58039, + "n_pred": 63026, + "n_ref": 61028 + }, + "15": { + "Dice": 0.7081424698513602, + "FN": 2783, + "FP": 9705, + "IoU": 0.5481583327302989, + "TN": 1023754, + "TP": 15150, + "n_pred": 24855, + "n_ref": 17933 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9705870872043094, + "FN": 755, + "FP": 2259, + "IoU": 0.9428549760157746, + "TN": 998649, + "TP": 49729, + "n_pred": 51988, + "n_ref": 50484 + }, + "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": 0.9344180225281602, + "FN": 200, + "FP": 324, + "IoU": 0.8769086210946676, + "TN": 1047135, + "TP": 3733, + "n_pred": 4057, + "n_ref": 3933 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9548573879476732, + "FN": 706, + "FP": 136, + "IoU": 0.9136144454704012, + "TN": 1392109, + "TP": 8905, + "n_pred": 9041, + "n_ref": 9611 + }, + "10": { + "Dice": 0.8159763019842123, + "FN": 13513, + "FP": 8727, + "IoU": 0.6891553803793311, + "TN": 1330309, + "TP": 49307, + "n_pred": 58034, + "n_ref": 62820 + }, + "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": 0.6462284253142979, + "FN": 3673, + "FP": 9609, + "IoU": 0.4773541101011293, + "TN": 1376443, + "TP": 12131, + "n_pred": 21740, + "n_ref": 15804 + }, + "14": { + "Dice": 0.749552033080634, + "FN": 2624, + "FP": 1010, + "IoU": 0.5994268077601411, + "TN": 1392784, + "TP": 5438, + "n_pred": 6448, + "n_ref": 8062 + }, + "15": { + "Dice": 0.8024983781663473, + "FN": 11999, + "FP": 1092, + "IoU": 0.6701438758283569, + "TN": 1362169, + "TP": 26596, + "n_pred": 27688, + "n_ref": 38595 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9253932432887602, + "FN": 2092, + "FP": 123, + "IoU": 0.8611459378134403, + "TN": 1385904, + "TP": 13737, + "n_pred": 13860, + "n_ref": 15829 + }, + "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": 0.836349064455473, + "FN": 199, + "FP": 5110, + "IoU": 0.718728476821192, + "TN": 1382981, + "TP": 13566, + "n_pred": 18676, + "n_ref": 13765 + }, + "7": { + "Dice": 0.9369726920073231, + "FN": 4007, + "FP": 5839, + "IoU": 0.8814192118701224, + "TN": 1318824, + "TP": 73186, + "n_pred": 79025, + "n_ref": 77193 + }, + "8": { + "Dice": 0.9483758700696056, + "FN": 331, + "FP": 915, + "IoU": 0.9018201875344732, + "TN": 1389165, + "TP": 11445, + "n_pred": 12360, + "n_ref": 11776 + }, + "9": { + "Dice": 0.9152073292933148, + "FN": 595, + "FP": 1182, + "IoU": 0.8436702735990147, + "TN": 1390489, + "TP": 9590, + "n_pred": 10772, + "n_ref": 10185 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0374.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": 0.8805528134254689, + "FN": 181, + "FP": 61, + "IoU": 0.7865961199294532, + "TN": 1050258, + "TP": 892, + "n_pred": 953, + "n_ref": 1073 + }, + "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": 0.7786259541984732, + "FN": 83, + "FP": 4, + "IoU": 0.6375, + "TN": 1051152, + "TP": 153, + "n_pred": 157, + "n_ref": 236 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9607875705589083, + "FN": 805, + "FP": 14068, + "IoU": 0.924534333250458, + "TN": 854309, + "TP": 182210, + "n_pred": 196278, + "n_ref": 183015 + }, + "7": { + "Dice": 0.8472199513335192, + "FN": 15058, + "FP": 827, + "IoU": 0.734936341337249, + "TN": 991463, + "TP": 44044, + "n_pred": 44871, + "n_ref": 59102 + }, + "8": { + "Dice": 0.9610826110030073, + "FN": 766, + "FP": 554, + "IoU": 0.9250808785969692, + "TN": 1033773, + "TP": 16299, + "n_pred": 16853, + "n_ref": 17065 + }, + "9": { + "Dice": 0.9620995695730011, + "FN": 123, + "FP": 872, + "IoU": 0.926967116852613, + "TN": 1037768, + "TP": 12629, + "n_pred": 13501, + "n_ref": 12752 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9622681730974206, + "FN": 4380, + "FP": 1107, + "IoU": 0.9272801972062449, + "TN": 1151170, + "TP": 69967, + "n_pred": 71074, + "n_ref": 74347 + }, + "10": { + "Dice": 0.9173789173789174, + "FN": 229, + "FP": 931, + "IoU": 0.8473684210526315, + "TN": 1219024, + "TP": 6440, + "n_pred": 7371, + "n_ref": 6669 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6666666666666666, + "FN": 39, + "FP": 0, + "IoU": 0.5, + "TN": 1226546, + "TP": 39, + "n_pred": 39, + "n_ref": 78 + }, + "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": 30, + "IoU": 0.0, + "TN": 1226594, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "3": { + "Dice": 0.9676227032021892, + "FN": 1207, + "FP": 615, + "IoU": 0.9372762324428532, + "TN": 1197576, + "TP": 27226, + "n_pred": 27841, + "n_ref": 28433 + }, + "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": 1630, + "IoU": 0.0, + "TN": 1224994, + "TP": 0, + "n_pred": 1630, + "n_ref": 0 + }, + "7": { + "Dice": 0.9739417057091919, + "FN": 1326, + "FP": 1188, + "IoU": 0.9492069906051116, + "TN": 1177129, + "TP": 46981, + "n_pred": 48169, + "n_ref": 48307 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9596283966257156, + "FN": 543, + "FP": 3568, + "IoU": 0.9223900320936379, + "TN": 1524118, + "TP": 48859, + "n_pred": 52427, + "n_ref": 49402 + }, + "10": { + "Dice": 0.3421750663129973, + "FN": 492, + "FP": 4, + "IoU": 0.2064, + "TN": 1576463, + "TP": 129, + "n_pred": 133, + "n_ref": 621 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8184564680032957, + "FN": 397, + "FP": 264, + "IoU": 0.6927010692701069, + "TN": 1574937, + "TP": 1490, + "n_pred": 1754, + "n_ref": 1887 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 1577079, + "TP": 0, + "n_pred": 9, + "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": 504, + "IoU": 0.0, + "TN": 1576584, + "TP": 0, + "n_pred": 504, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.970653957958433, + "FN": 1947, + "FP": 1021, + "IoU": 0.9429811922463642, + "TN": 1525035, + "TP": 49085, + "n_pred": 50106, + "n_ref": 51032 + }, + "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": 0.9573198715006884, + "FN": 19, + "FP": 539, + "IoU": 0.9181338028169014, + "TN": 1570272, + "TP": 6258, + "n_pred": 6797, + "n_ref": 6277 + }, + "7": { + "Dice": 0.5341365461847389, + "FN": 88, + "FP": 376, + "IoU": 0.3643835616438356, + "TN": 1576358, + "TP": 266, + "n_pred": 642, + "n_ref": 354 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9322493224932249, + "FN": 15, + "FP": 60, + "IoU": 0.8730964467005076, + "TN": 875569, + "TP": 516, + "n_pred": 576, + "n_ref": 531 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 432, + "IoU": 0.0, + "TN": 875728, + "TP": 0, + "n_pred": 432, + "n_ref": 0 + }, + "11": { + "Dice": 0.7850808555033907, + "FN": 1163, + "FP": 1309, + "IoU": 0.6462000858737655, + "TN": 869173, + "TP": 4515, + "n_pred": 5824, + "n_ref": 5678 + }, + "12": { + "Dice": 0.8593563766388558, + "FN": 80, + "FP": 392, + "IoU": 0.7533960292580982, + "TN": 874246, + "TP": 1442, + "n_pred": 1834, + "n_ref": 1522 + }, + "13": { + "Dice": 0.6699721103191819, + "FN": 1065, + "FP": 0, + "IoU": 0.5037278657968313, + "TN": 874014, + "TP": 1081, + "n_pred": 1081, + "n_ref": 2146 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 613, + "IoU": 0.0, + "TN": 875547, + "TP": 0, + "n_pred": 613, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9762962247755141, + "FN": 880, + "FP": 102, + "IoU": 0.9536901674133459, + "TN": 854955, + "TP": 20223, + "n_pred": 20325, + "n_ref": 21103 + }, + "3": { + "Dice": 0.9748576020420222, + "FN": 2253, + "FP": 3066, + "IoU": 0.9509484769958594, + "TN": 767723, + "TP": 103118, + "n_pred": 106184, + "n_ref": 105371 + }, + "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": 0.9773019008601143, + "FN": 2412, + "FP": 541, + "IoU": 0.9556113399272465, + "TN": 809634, + "TP": 63573, + "n_pred": 64114, + "n_ref": 65985 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10738, + "IoU": 0.0, + "TN": 865422, + "TP": 0, + "n_pred": 10738, + "n_ref": 0 + }, + "8": { + "Dice": 0.9534137773025814, + "FN": 139, + "FP": 166, + "IoU": 0.9109748978400467, + "TN": 872734, + "TP": 3121, + "n_pred": 3287, + "n_ref": 3260 + }, + "9": { + "Dice": 0.9482153752287981, + "FN": 832, + "FP": 526, + "IoU": 0.9015299833224567, + "TN": 862369, + "TP": 12433, + "n_pred": 12959, + "n_ref": 13265 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.6136982095179415, + "FN": 1904.2244444444443, + "FP": 1931.7755555555557, + "IoU": 0.5362331035144187, + "TN": 1157501.4177777776, + "TP": 12716.982222222221, + "n_pred": 14648.75777777778, + "n_ref": 14621.206666666665 + }, + "mean": { + "1": { + "Dice": 0.7194202637831044, + "FN": 1584.2666666666667, + "FP": 805.0333333333333, + "IoU": 0.6557235150980815, + "TN": 1162058.6, + "TP": 9606.5, + "n_pred": 10411.533333333333, + "n_ref": 11190.766666666666 + }, + "10": { + "Dice": 0.5831727305041999, + "FN": 1483.7, + "FP": 2867.866666666667, + "IoU": 0.4812200850786701, + "TN": 1162850.8666666667, + "TP": 6851.966666666666, + "n_pred": 9719.833333333334, + "n_ref": 8335.666666666666 + }, + "11": { + "Dice": 0.42667566828238745, + "FN": 299.3333333333333, + "FP": 166.36666666666667, + "IoU": 0.3314090757131368, + "TN": 1173162.0, + "TP": 426.7, + "n_pred": 593.0666666666667, + "n_ref": 726.0333333333333 + }, + "12": { + "Dice": 0.42083845103590384, + "FN": 207.23333333333332, + "FP": 134.46666666666667, + "IoU": 0.3340305903312429, + "TN": 1173227.4, + "TP": 485.3, + "n_pred": 619.7666666666667, + "n_ref": 692.5333333333333 + }, + "13": { + "Dice": 0.45342812833824686, + "FN": 2075.4666666666667, + "FP": 1958.1, + "IoU": 0.3597909326011706, + "TN": 1165863.0333333334, + "TP": 4157.8, + "n_pred": 6115.9, + "n_ref": 6233.266666666666 + }, + "14": { + "Dice": 0.545233743457878, + "FN": 1451.7, + "FP": 3666.1666666666665, + "IoU": 0.48674083197591195, + "TN": 1157823.1, + "TP": 11113.433333333332, + "n_pred": 14779.6, + "n_ref": 12565.133333333333 + }, + "15": { + "Dice": 0.4720365478055423, + "FN": 2292.0333333333333, + "FP": 2660.233333333333, + "IoU": 0.39492125419266355, + "TN": 1163870.6333333333, + "TP": 5231.5, + "n_pred": 7891.733333333334, + "n_ref": 7523.533333333334 + }, + "2": { + "Dice": 0.6003806295167964, + "FN": 3816.633333333333, + "FP": 823.7333333333333, + "IoU": 0.548553719412933, + "TN": 1154641.9333333333, + "TP": 14772.1, + "n_pred": 15595.833333333334, + "n_ref": 18588.733333333334 + }, + "3": { + "Dice": 0.6135445118645482, + "FN": 2108.266666666667, + "FP": 2381.233333333333, + "IoU": 0.5679374258458472, + "TN": 1155617.0666666667, + "TP": 13947.833333333334, + "n_pred": 16329.066666666668, + "n_ref": 16056.1 + }, + "4": { + "Dice": 0.506184482283786, + "FN": 1067.4666666666667, + "FP": 662.7, + "IoU": 0.4163856962911041, + "TN": 1168747.9333333333, + "TP": 3576.3, + "n_pred": 4239.0, + "n_ref": 4643.766666666666 + }, + "5": { + "Dice": 0.626940047509765, + "FN": 439.43333333333334, + "FP": 473.3333333333333, + "IoU": 0.5017595097673654, + "TN": 1171862.4, + "TP": 1279.2333333333333, + "n_pred": 1752.5666666666666, + "n_ref": 1718.6666666666667 + }, + "6": { + "Dice": 0.8026992901371243, + "FN": 2560.9666666666667, + "FP": 8439.233333333334, + "IoU": 0.751473046046113, + "TN": 1080729.0666666667, + "TP": 82325.13333333333, + "n_pred": 90764.36666666667, + "n_ref": 84886.1 + }, + "7": { + "Dice": 0.7170528036160971, + "FN": 7538.333333333333, + "FP": 2705.4666666666667, + "IoU": 0.6422067355231375, + "TN": 1143473.3333333333, + "TP": 20337.266666666666, + "n_pred": 23042.733333333334, + "n_ref": 27875.6 + }, + "8": { + "Dice": 0.9286881436508884, + "FN": 438.93333333333334, + "FP": 544.4, + "IoU": 0.8713990547586444, + "TN": 1164333.8, + "TP": 8737.266666666666, + "n_pred": 9281.666666666666, + "n_ref": 9176.2 + }, + "9": { + "Dice": 0.7891777009828547, + "FN": 1199.6, + "FP": 688.3, + "IoU": 0.6999450800802557, + "TN": 1164260.1, + "TP": 7906.4, + "n_pred": 8594.7, + "n_ref": 9106.0 + } + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 1226601, + "TP": 0, + "n_pred": 23, + "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": 0.3124153498871332, + "FN": 911, + "FP": 3658, + "IoU": 0.18512573568753343, + "TN": 1221017, + "TP": 1038, + "n_pred": 4696, + "n_ref": 1949 + }, + "15": { + "Dice": 0.831362022903157, + "FN": 12749, + "FP": 696, + "IoU": 0.711393981024342, + "TN": 1180038, + "TP": 33141, + "n_pred": 33837, + "n_ref": 45890 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 34234, + "FP": 0, + "IoU": 0.0, + "TN": 1192390, + "TP": 0, + "n_pred": 0, + "n_ref": 34234 + }, + "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": 33630, + "IoU": 0.0, + "TN": 1192994, + "TP": 0, + "n_pred": 33630, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8993012741471434, + "FN": 1008, + "FP": 952, + "IoU": 0.8170276325616131, + "TN": 1215912, + "TP": 8752, + "n_pred": 9704, + "n_ref": 9760 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8232462839473978, + "FN": 23440, + "FP": 283, + "IoU": 0.6995909787384923, + "TN": 1147655, + "TP": 55246, + "n_pred": 55529, + "n_ref": 78686 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0013623978201634877, + "FN": 197, + "FP": 1269, + "IoU": 0.0006816632583503749, + "TN": 1225157, + "TP": 1, + "n_pred": 1270, + "n_ref": 198 + }, + "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": 2789, + "IoU": 0.0, + "TN": 1223835, + "TP": 0, + "n_pred": 2789, + "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": 0.9653094436298599, + "FN": 4151, + "FP": 2308, + "IoU": 0.9329450604210788, + "TN": 1130300, + "TP": 89865, + "n_pred": 92173, + "n_ref": 94016 + }, + "3": { + "Dice": 0.9467711705571648, + "FN": 1942, + "FP": 1182, + "IoU": 0.8989225741741353, + "TN": 1195717, + "TP": 27783, + "n_pred": 28965, + "n_ref": 29725 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5630662020905923, + "FN": 4384, + "FP": 632, + "IoU": 0.3918525703200776, + "TN": 1218376, + "TP": 3232, + "n_pred": 3864, + "n_ref": 7616 + }, + "6": { + "Dice": 0.7898145368322377, + "FN": 7274, + "FP": 27031, + "IoU": 0.6526392531313602, + "TN": 1127865, + "TP": 64454, + "n_pred": 91485, + "n_ref": 71728 + }, + "7": { + "Dice": 0.8396886322057611, + "FN": 1412, + "FP": 3057, + "IoU": 0.7236752612378656, + "TN": 1210451, + "TP": 11704, + "n_pred": 14761, + "n_ref": 13116 + }, + "8": { + "Dice": 0.9508231936538137, + "FN": 867, + "FP": 2338, + "IoU": 0.9062563982567492, + "TN": 1192435, + "TP": 30984, + "n_pred": 33322, + "n_ref": 31851 + }, + "9": { + "Dice": 0.7044993919740575, + "FN": 6539, + "FP": 4396, + "IoU": 0.5438047559449312, + "TN": 1202654, + "TP": 13035, + "n_pred": 17431, + "n_ref": 19574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9531187391478563, + "FN": 580, + "FP": 122, + "IoU": 0.910436335799949, + "TN": 868322, + "TP": 7136, + "n_pred": 7258, + "n_ref": 7716 + }, + "10": { + "Dice": 0.896135981816385, + "FN": 1162, + "FP": 940, + "IoU": 0.8118173679498657, + "TN": 864990, + "TP": 9068, + "n_pred": 10008, + "n_ref": 10230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7293078055964654, + "FN": 1672, + "FP": 1085, + "IoU": 0.573945294390357, + "TN": 869689, + "TP": 3714, + "n_pred": 4799, + "n_ref": 5386 + }, + "13": { + "Dice": 0.5892232330300909, + "FN": 97, + "FP": 490, + "IoU": 0.4176587301587302, + "TN": 875152, + "TP": 421, + "n_pred": 911, + "n_ref": 518 + }, + "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": 0.9624757871976215, + "FN": 342, + "FP": 1324, + "IoU": 0.9276658562000695, + "TN": 853128, + "TP": 21366, + "n_pred": 22690, + "n_ref": 21708 + }, + "4": { + "Dice": 0.8094986807387863, + "FN": 481, + "FP": 241, + "IoU": 0.6799645390070922, + "TN": 873904, + "TP": 1534, + "n_pred": 1775, + "n_ref": 2015 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9914839495443833, + "FN": 500, + "FP": 2185, + "IoU": 0.9831117205288517, + "TN": 717174, + "TP": 156301, + "n_pred": 158486, + "n_ref": 156801 + }, + "7": { + "Dice": 0.9323447636700649, + "FN": 135, + "FP": 157, + "IoU": 0.8732638888888888, + "TN": 873856, + "TP": 2012, + "n_pred": 2169, + "n_ref": 2147 + }, + "8": { + "Dice": 0.9228298798752432, + "FN": 1947, + "FP": 552, + "IoU": 0.8567169313686142, + "TN": 858719, + "TP": 14942, + "n_pred": 15494, + "n_ref": 16889 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.7639262298948163, + "FN": 2755, + "FP": 2250, + "IoU": 0.6180264061665267, + "TN": 1038289, + "TP": 8098, + "n_pred": 10348, + "n_ref": 10853 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7862988273011052, + "FN": 1480, + "FP": 1053, + "IoU": 0.6478520784095648, + "TN": 1044199, + "TP": 4660, + "n_pred": 5713, + "n_ref": 6140 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 4739, + "IoU": 0.0, + "TN": 1046653, + "TP": 0, + "n_pred": 4739, + "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": 0.9589804348522207, + "FN": 574, + "FP": 707, + "IoU": 0.9211934789295602, + "TN": 1035137, + "TP": 14974, + "n_pred": 15681, + "n_ref": 15548 + }, + "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": 0.8316017810252312, + "FN": 8637, + "FP": 213, + "IoU": 0.7117451631815517, + "TN": 1020690, + "TP": 21852, + "n_pred": 22065, + "n_ref": 30489 + }, + "8": { + "Dice": 0.9426779147739563, + "FN": 207, + "FP": 1118, + "IoU": 0.8915711947626841, + "TN": 1039172, + "TP": 10895, + "n_pred": 12013, + "n_ref": 11102 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.893241254386958, + "FN": 622, + "FP": 321, + "IoU": 0.8070785597381342, + "TN": 696040, + "TP": 3945, + "n_pred": 4266, + "n_ref": 4567 + }, + "10": { + "Dice": 0.792709705753184, + "FN": 1600, + "FP": 2176, + "IoU": 0.6566024008730448, + "TN": 689932, + "TP": 7220, + "n_pred": 9396, + "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": 0.0, + "FN": 20163, + "FP": 0, + "IoU": 0.0, + "TN": 680765, + "TP": 0, + "n_pred": 0, + "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": 0.7979896216598543, + "FN": 25739, + "FP": 3964, + "IoU": 0.6638791445060541, + "TN": 612558, + "TP": 58667, + "n_pred": 62631, + "n_ref": 84406 + }, + "3": { + "Dice": 0.6556284854167694, + "FN": 1955, + "FP": 25957, + "IoU": 0.48768400572666204, + "TN": 646446, + "TP": 26570, + "n_pred": 52527, + "n_ref": 28525 + }, + "4": { + "Dice": 0.8789260268951455, + "FN": 3123, + "FP": 7447, + "IoU": 0.7840035965342488, + "TN": 651992, + "TP": 38366, + "n_pred": 45813, + "n_ref": 41489 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8815620414381903, + "FN": 5059, + "FP": 11810, + "IoU": 0.7882082637572349, + "TN": 621279, + "TP": 62780, + "n_pred": 74590, + "n_ref": 67839 + }, + "7": { + "Dice": 0.0036468560894481624, + "FN": 91090, + "FP": 8358, + "IoU": 0.001826759008330824, + "TN": 601298, + "TP": 182, + "n_pred": 8540, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5719501805347073, + "FN": 6852, + "FP": 3699, + "IoU": 0.40051136363636364, + "TN": 1384256, + "TP": 7049, + "n_pred": 10748, + "n_ref": 13901 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 1401811, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 499, + "FP": 1, + "IoU": 0.0, + "TN": 1401356, + "TP": 0, + "n_pred": 1, + "n_ref": 499 + }, + "13": { + "Dice": 0.7458468267653615, + "FN": 4725, + "FP": 7361, + "IoU": 0.5947015425888665, + "TN": 1372036, + "TP": 17734, + "n_pred": 25095, + "n_ref": 22459 + }, + "14": { + "Dice": 0.10311164580122059, + "FN": 20434, + "FP": 51135, + "IoU": 0.05435831032067968, + "TN": 1326173, + "TP": 4114, + "n_pred": 55249, + "n_ref": 24548 + }, + "15": { + "Dice": 0.04431314623338257, + "FN": 0, + "FP": 647, + "IoU": 0.022658610271903322, + "TN": 1401194, + "TP": 15, + "n_pred": 662, + "n_ref": 15 + }, + "2": { + "Dice": 0.5466845441248172, + "FN": 7436, + "FP": 2, + "IoU": 0.37616371718527214, + "TN": 1389933, + "TP": 4485, + "n_pred": 4487, + "n_ref": 11921 + }, + "3": { + "Dice": 0.056925996204933584, + "FN": 110, + "FP": 5357, + "IoU": 0.029296875, + "TN": 1396224, + "TP": 165, + "n_pred": 5522, + "n_ref": 275 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3003, + "IoU": 0.0, + "TN": 1398853, + "TP": 0, + "n_pred": 3003, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9000892571062389, + "FN": 227, + "FP": 17235, + "IoU": 0.8183293625609921, + "TN": 1305737, + "TP": 78657, + "n_pred": 95892, + "n_ref": 78884 + }, + "7": { + "Dice": 0.4084114517354953, + "FN": 6511, + "FP": 494, + "IoU": 0.25660617637695, + "TN": 1392433, + "TP": 2418, + "n_pred": 2912, + "n_ref": 8929 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8622559132562491, + "FN": 654, + "FP": 2217, + "IoU": 0.7578645525849709, + "TN": 1389999, + "TP": 8986, + "n_pred": 11203, + "n_ref": 9640 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9515766210189825, + "FN": 716, + "FP": 511, + "IoU": 0.9076262892418882, + "TN": 1038109, + "TP": 12056, + "n_pred": 12567, + "n_ref": 12772 + }, + "10": { + "Dice": 0.7979907331225913, + "FN": 4154, + "FP": 5176, + "IoU": 0.663880683046329, + "TN": 1023634, + "TP": 18428, + "n_pred": 23604, + "n_ref": 22582 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7651127819548872, + "FN": 1012, + "FP": 550, + "IoU": 0.6195811008280565, + "TN": 1047286, + "TP": 2544, + "n_pred": 3094, + "n_ref": 3556 + }, + "13": { + "Dice": 0.6735303885752242, + "FN": 666, + "FP": 317, + "IoU": 0.5077616424636956, + "TN": 1049395, + "TP": 1014, + "n_pred": 1331, + "n_ref": 1680 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 631, + "IoU": 0.0, + "TN": 1050761, + "TP": 0, + "n_pred": 631, + "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": 0.935898236109204, + "FN": 3471, + "FP": 1664, + "IoU": 0.8795194856995378, + "TN": 1008771, + "TP": 37486, + "n_pred": 39150, + "n_ref": 40957 + }, + "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": 0.7997717267242785, + "FN": 2042, + "FP": 414, + "IoU": 0.6663496807498981, + "TN": 1044031, + "TP": 4905, + "n_pred": 5319, + "n_ref": 6947 + }, + "7": { + "Dice": 0.9390730865342505, + "FN": 1576, + "FP": 5519, + "IoU": 0.8851439949492497, + "TN": 989619, + "TP": 54678, + "n_pred": 60197, + "n_ref": 56254 + }, + "8": { + "Dice": 0.8280575539568346, + "FN": 166, + "FP": 312, + "IoU": 0.7065684468999386, + "TN": 1049763, + "TP": 1151, + "n_pred": 1463, + "n_ref": 1317 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0066.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": 0.148014440433213, + "FN": 19, + "FP": 453, + "IoU": 0.07992202729044834, + "TN": 875647, + "TP": 41, + "n_pred": 494, + "n_ref": 60 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 876153, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9588839389682295, + "FN": 1978, + "FP": 3495, + "IoU": 0.9210154130346938, + "TN": 806868, + "TP": 63819, + "n_pred": 67314, + "n_ref": 65797 + }, + "15": { + "Dice": 0.8518178417168316, + "FN": 4484, + "FP": 4230, + "IoU": 0.7418838862559242, + "TN": 842400, + "TP": 25046, + "n_pred": 29276, + "n_ref": 29530 + }, + "2": { + "Dice": 0.9411844962650506, + "FN": 2662, + "FP": 2511, + "IoU": 0.8889032064085218, + "TN": 829597, + "TP": 41390, + "n_pred": 43901, + "n_ref": 44052 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 691, + "IoU": 0.0, + "TN": 875469, + "TP": 0, + "n_pred": 691, + "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": 0.9826043684951667, + "FN": 5368, + "FP": 1204, + "IoU": 0.9658036048786579, + "TN": 683976, + "TP": 185612, + "n_pred": 186816, + "n_ref": 190980 + }, + "7": { + "Dice": 0.92975313095913, + "FN": 745, + "FP": 618, + "IoU": 0.8687277280169508, + "TN": 865777, + "TP": 9020, + "n_pred": 9638, + "n_ref": 9765 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.7223175532451802, + "FN": 2012, + "FP": 739, + "IoU": 0.5653341760151682, + "TN": 1045063, + "TP": 3578, + "n_pred": 4317, + "n_ref": 5590 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.18973561430793157, + "FN": 5, + "FP": 1558, + "IoU": 0.10481099656357389, + "TN": 1049646, + "TP": 183, + "n_pred": 1741, + "n_ref": 188 + }, + "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": 0.9733192128996994, + "FN": 975, + "FP": 587, + "IoU": 0.9480251555585133, + "TN": 1021339, + "TP": 28491, + "n_pred": 29078, + "n_ref": 29466 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.16178521617852162, + "FN": 1654, + "FP": 149, + "IoU": 0.08801213960546282, + "TN": 1049415, + "TP": 174, + "n_pred": 323, + "n_ref": 1828 + }, + "5": { + "Dice": 0.6995848534406843, + "FN": 2820, + "FP": 1956, + "IoU": 0.5379703976008513, + "TN": 1041055, + "TP": 5561, + "n_pred": 7517, + "n_ref": 8381 + }, + "6": { + "Dice": 0.9736150251177119, + "FN": 2635, + "FP": 4902, + "IoU": 0.9485865917214658, + "TN": 904796, + "TP": 139059, + "n_pred": 143961, + "n_ref": 141694 + }, + "7": { + "Dice": 0.1722106722106722, + "FN": 4439, + "FP": 339, + "IoU": 0.09421800947867298, + "TN": 1046117, + "TP": 497, + "n_pred": 836, + "n_ref": 4936 + }, + "8": { + "Dice": 0.965197453973034, + "FN": 1258, + "FP": 776, + "IoU": 0.9327358708952016, + "TN": 1021153, + "TP": 28205, + "n_pred": 28981, + "n_ref": 29463 + }, + "9": { + "Dice": 0.927868941534449, + "FN": 4835, + "FP": 475, + "IoU": 0.8654435800623369, + "TN": 1011929, + "TP": 34153, + "n_pred": 34628, + "n_ref": 38988 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1819, + "IoU": 0.0, + "TN": 1400037, + "TP": 0, + "n_pred": 1819, + "n_ref": 0 + }, + "10": { + "Dice": 0.8504635227730754, + "FN": 1546, + "FP": 2906, + "IoU": 0.7398316970546984, + "TN": 1384744, + "TP": 12660, + "n_pred": 15566, + "n_ref": 14206 + }, + "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": 0.6780566475153714, + "FN": 8303, + "FP": 4473, + "IoU": 0.5129241326725124, + "TN": 1375626, + "TP": 13454, + "n_pred": 17927, + "n_ref": 21757 + }, + "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": 0.0, + "FN": 0, + "FP": 20167, + "IoU": 0.0, + "TN": 1381689, + "TP": 0, + "n_pred": 20167, + "n_ref": 0 + }, + "7": { + "Dice": 0.9663366336633663, + "FN": 14, + "FP": 3, + "IoU": 0.9348659003831418, + "TN": 1401595, + "TP": 244, + "n_pred": 247, + "n_ref": 258 + }, + "8": { + "Dice": 0.9508666753551414, + "FN": 211, + "FP": 920, + "IoU": 0.9063354037267081, + "TN": 1389781, + "TP": 10944, + "n_pred": 11864, + "n_ref": 11155 + }, + "9": { + "Dice": 0.8467708362243623, + "FN": 218, + "FP": 5303, + "IoU": 0.734260685406238, + "TN": 1381080, + "TP": 15255, + "n_pred": 20558, + "n_ref": 15473 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.6256968754051602, + "FN": 1258, + "FP": 1629, + "IoU": 0.45528301886792455, + "TN": 1046092, + "TP": 2413, + "n_pred": 4042, + "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": 0.730795847750865, + "FN": 2555, + "FP": 946, + "IoU": 0.5757906215921483, + "TN": 1043139, + "TP": 4752, + "n_pred": 5698, + "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": 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": 0.9458183877666604, + "FN": 351, + "FP": 1371, + "IoU": 0.8972063037249284, + "TN": 1034640, + "TP": 15030, + "n_pred": 16401, + "n_ref": 15381 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 1051378, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "6": { + "Dice": 0.9579714510433924, + "FN": 7243, + "FP": 12849, + "IoU": 0.9193332102106201, + "TN": 802318, + "TP": 228982, + "n_pred": 241831, + "n_ref": 236225 + }, + "7": { + "Dice": 0.7977329920633214, + "FN": 17088, + "FP": 1720, + "IoU": 0.6635239816090309, + "TN": 995495, + "TP": 37089, + "n_pred": 38809, + "n_ref": 54177 + }, + "8": { + "Dice": 0.9472768471311807, + "FN": 555, + "FP": 2051, + "IoU": 0.8998347234500519, + "TN": 1025375, + "TP": 23411, + "n_pred": 25462, + "n_ref": 23966 + }, + "9": { + "Dice": 0.9423618905100387, + "FN": 1620, + "FP": 691, + "IoU": 0.891005989718436, + "TN": 1030189, + "TP": 18892, + "n_pred": 19583, + "n_ref": 20512 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8695446425402534, + "FN": 10948, + "FP": 79, + "IoU": 0.7691985683487871, + "TN": 1354079, + "TP": 36750, + "n_pred": 36829, + "n_ref": 47698 + }, + "10": { + "Dice": 0.8693977289061378, + "FN": 2482, + "FP": 2061, + "IoU": 0.7689686737184703, + "TN": 1382192, + "TP": 15121, + "n_pred": 17182, + "n_ref": 17603 + }, + "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": 2, + "IoU": 0.0, + "TN": 1401854, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9508328658878619, + "FN": 615, + "FP": 3417, + "IoU": 0.9062739719658756, + "TN": 1358837, + "TP": 38987, + "n_pred": 42404, + "n_ref": 39602 + }, + "15": { + "Dice": 0.8451993644548688, + "FN": 3429, + "FP": 663, + "IoU": 0.7319006748345672, + "TN": 1386593, + "TP": 11171, + "n_pred": 11834, + "n_ref": 14600 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 452, + "IoU": 0.0, + "TN": 1401404, + "TP": 0, + "n_pred": 452, + "n_ref": 0 + }, + "3": { + "Dice": 0.9744209677984512, + "FN": 673, + "FP": 787, + "IoU": 0.950117872151423, + "TN": 1372587, + "TP": 27809, + "n_pred": 28596, + "n_ref": 28482 + }, + "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": 8014, + "IoU": 0.0, + "TN": 1393842, + "TP": 0, + "n_pred": 8014, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9462186429695455, + "FN": 216, + "FP": 365, + "IoU": 0.8979269149683766, + "TN": 1045700, + "TP": 5111, + "n_pred": 5476, + "n_ref": 5327 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.855920348885049, + "FN": 2308, + "FP": 4696, + "IoU": 0.7481300345224395, + "TN": 1549280, + "TP": 20804, + "n_pred": 25500, + "n_ref": 23112 + }, + "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": 0.0009431737797689225, + "FN": 4205, + "FP": 4269, + "IoU": 0.00047180938900684123, + "TN": 1568610, + "TP": 4, + "n_pred": 4273, + "n_ref": 4209 + }, + "14": { + "Dice": 0.9455635818454409, + "FN": 462, + "FP": 1535, + "IoU": 0.8967478413732486, + "TN": 1557747, + "TP": 17344, + "n_pred": 18879, + "n_ref": 17806 + }, + "15": { + "Dice": 0.8789080607777492, + "FN": 370, + "FP": 6683, + "IoU": 0.7839750068914821, + "TN": 1544439, + "TP": 25596, + "n_pred": 32279, + "n_ref": 25966 + }, + "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": 0.5882352941176471, + "FN": 7, + "FP": 0, + "IoU": 0.4166666666666667, + "TN": 1577076, + "TP": 5, + "n_pred": 5, + "n_ref": 12 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9687305356828237, + "FN": 4252, + "FP": 8349, + "IoU": 0.9393573350145098, + "TN": 1369297, + "TP": 195190, + "n_pred": 203539, + "n_ref": 199442 + }, + "7": { + "Dice": 0.9647467465483982, + "FN": 1196, + "FP": 4853, + "IoU": 0.9318944358125605, + "TN": 1488270, + "TP": 82769, + "n_pred": 87622, + "n_ref": 83965 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.0, + "FN": 3, + "FP": 39, + "IoU": 0.0, + "TN": 1051350, + "TP": 0, + "n_pred": 39, + "n_ref": 3 + }, + "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": 54, + "IoU": 0.0, + "TN": 1051338, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + }, + "14": { + "Dice": 0.9866888694497433, + "FN": 1652, + "FP": 874, + "IoU": 0.9737274561604227, + "TN": 955246, + "TP": 93620, + "n_pred": 94494, + "n_ref": 95272 + }, + "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": 0.9793709619231904, + "FN": 1782, + "FP": 105, + "IoU": 0.9595758354755785, + "TN": 1004712, + "TP": 44793, + "n_pred": 44898, + "n_ref": 46575 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9059754033016544, + "FN": 2985, + "FP": 7512, + "IoU": 0.8281124629517431, + "TN": 1340787, + "TP": 50572, + "n_pred": 58084, + "n_ref": 53557 + }, + "10": { + "Dice": 0.0, + "FN": 5, + "FP": 0, + "IoU": 0.0, + "TN": 1401851, + "TP": 0, + "n_pred": 0, + "n_ref": 5 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7762376237623763, + "FN": 61, + "FP": 52, + "IoU": 0.6343042071197411, + "TN": 1401547, + "TP": 196, + "n_pred": 248, + "n_ref": 257 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 1401845, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 18457, + "IoU": 0.0, + "TN": 1383399, + "TP": 0, + "n_pred": 18457, + "n_ref": 0 + }, + "15": { + "Dice": 0.004965999830704552, + "FN": 0, + "FP": 35265, + "IoU": 0.0024891805504483355, + "TN": 1366503, + "TP": 88, + "n_pred": 35353, + "n_ref": 88 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1401848, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "3": { + "Dice": 0.9334224521228677, + "FN": 2316, + "FP": 2266, + "IoU": 0.8751566672115961, + "TN": 1365154, + "TP": 32120, + "n_pred": 34386, + "n_ref": 34436 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5813953488372093, + "FN": 1657, + "FP": 6911, + "IoU": 0.4098360655737705, + "TN": 1387338, + "TP": 5950, + "n_pred": 12861, + "n_ref": 7607 + }, + "6": { + "Dice": 0.9157202552557416, + "FN": 3914, + "FP": 9095, + "IoU": 0.8445424344542435, + "TN": 1318174, + "TP": 70673, + "n_pred": 79768, + "n_ref": 74587 + }, + "7": { + "Dice": 0.8869369829435195, + "FN": 7943, + "FP": 14197, + "IoU": 0.7968434575151404, + "TN": 1292876, + "TP": 86840, + "n_pred": 101037, + "n_ref": 94783 + }, + "8": { + "Dice": 0.9618966576844892, + "FN": 171, + "FP": 1441, + "IoU": 0.9265904640466324, + "TN": 1379897, + "TP": 20347, + "n_pred": 21788, + "n_ref": 20518 + }, + "9": { + "Dice": 0.21646202819463392, + "FN": 1719, + "FP": 4, + "IoU": 0.12136664966853646, + "TN": 1399895, + "TP": 238, + "n_pred": 242, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9144870578669196, + "FN": 3928, + "FP": 2382, + "IoU": 0.8424469413233459, + "TN": 1011342, + "TP": 33740, + "n_pred": 36122, + "n_ref": 37668 + }, + "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": 0.719957132275299, + "FN": 1976, + "FP": 15793, + "IoU": 0.562447672986949, + "TN": 1010782, + "TP": 22841, + "n_pred": 38634, + "n_ref": 24817 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4797, + "IoU": 0.0, + "TN": 1046595, + "TP": 0, + "n_pred": 4797, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9586804240817872, + "FN": 1223, + "FP": 4015, + "IoU": 0.9206399709104132, + "TN": 985389, + "TP": 60765, + "n_pred": 64780, + "n_ref": 61988 + }, + "3": { + "Dice": 0.25011753643629525, + "FN": 1535, + "FP": 60, + "IoU": 0.1429339065018807, + "TN": 1049531, + "TP": 266, + "n_pred": 326, + "n_ref": 1801 + }, + "4": { + "Dice": 0.7782087129070082, + "FN": 16960, + "FP": 253, + "IoU": 0.6369407943304296, + "TN": 1003981, + "TP": 30198, + "n_pred": 30451, + "n_ref": 47158 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9690177934907541, + "FN": 991, + "FP": 7527, + "IoU": 0.9398976891868054, + "TN": 909667, + "TP": 133207, + "n_pred": 140734, + "n_ref": 134198 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4566, + "IoU": 0.0, + "TN": 1046826, + "TP": 0, + "n_pred": 4566, + "n_ref": 0 + }, + "8": { + "Dice": 0.9533640401381807, + "FN": 800, + "FP": 334, + "IoU": 0.9108840864440079, + "TN": 1038667, + "TP": 11591, + "n_pred": 11925, + "n_ref": 12391 + }, + "9": { + "Dice": 0.8603862597670647, + "FN": 4402, + "FP": 333, + "IoU": 0.754980595084088, + "TN": 1032067, + "TP": 14590, + "n_pred": 14923, + "n_ref": 18992 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9457447163700711, + "FN": 347, + "FP": 1278, + "IoU": 0.8970737268811756, + "TN": 1035604, + "TP": 14163, + "n_pred": 15441, + "n_ref": 14510 + }, + "10": { + "Dice": 0.7771821418341041, + "FN": 2215, + "FP": 3230, + "IoU": 0.6355665618097851, + "TN": 1036451, + "TP": 9496, + "n_pred": 12726, + "n_ref": 11711 + }, + "11": { + "Dice": 0.8288288288288288, + "FN": 18, + "FP": 20, + "IoU": 0.7076923076923077, + "TN": 1051262, + "TP": 92, + "n_pred": 112, + "n_ref": 110 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8186670412248052, + "FN": 2730, + "FP": 2434, + "IoU": 0.6930027941263897, + "TN": 1034571, + "TP": 11657, + "n_pred": 14091, + "n_ref": 14387 + }, + "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": 0.9626702792202905, + "FN": 1239, + "FP": 2729, + "IoU": 0.9280272799825873, + "TN": 996260, + "TP": 51164, + "n_pred": 53893, + "n_ref": 52403 + }, + "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": 928, + "IoU": 0.0, + "TN": 1050464, + "TP": 0, + "n_pred": 928, + "n_ref": 0 + }, + "5": { + "Dice": 0.8374028856825749, + "FN": 485, + "FP": 1273, + "IoU": 0.7202863961813842, + "TN": 1045107, + "TP": 4527, + "n_pred": 5800, + "n_ref": 5012 + }, + "6": { + "Dice": 0.9572297319095396, + "FN": 5932, + "FP": 4674, + "IoU": 0.9179679946786706, + "TN": 922101, + "TP": 118685, + "n_pred": 123359, + "n_ref": 124617 + }, + "7": { + "Dice": 0.9257403385019033, + "FN": 5744, + "FP": 1162, + "IoU": 0.8617472773862909, + "TN": 1001440, + "TP": 43046, + "n_pred": 44208, + "n_ref": 48790 + }, + "8": { + "Dice": 0.9527041821764834, + "FN": 849, + "FP": 879, + "IoU": 0.9096801170813297, + "TN": 1032260, + "TP": 17404, + "n_pred": 18283, + "n_ref": 18253 + }, + "9": { + "Dice": 0.9618413776006407, + "FN": 1688, + "FP": 313, + "IoU": 0.9264878765613519, + "TN": 1024172, + "TP": 25219, + "n_pred": 25532, + "n_ref": 26907 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7863304578633046, + "FN": 112, + "FP": 532, + "IoU": 0.6478950246036085, + "TN": 1224795, + "TP": 1185, + "n_pred": 1717, + "n_ref": 1297 + }, + "11": { + "Dice": 0.7306015693112468, + "FN": 1089, + "FP": 765, + "IoU": 0.5755494505494505, + "TN": 1222256, + "TP": 2514, + "n_pred": 3279, + "n_ref": 3603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9323744986862121, + "FN": 111, + "FP": 378, + "IoU": 0.8733160621761658, + "TN": 1222764, + "TP": 3371, + "n_pred": 3749, + "n_ref": 3482 + }, + "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": 0.9509300048947626, + "FN": 163, + "FP": 639, + "IoU": 0.9064504840779191, + "TN": 1218051, + "TP": 7771, + "n_pred": 8410, + "n_ref": 7934 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 293, + "IoU": 0.0, + "TN": 1226331, + "TP": 0, + "n_pred": 293, + "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": 0.9558026005059133, + "FN": 3063, + "FP": 6407, + "IoU": 0.9153466585618765, + "TN": 1114756, + "TP": 102398, + "n_pred": 108805, + "n_ref": 105461 + }, + "7": { + "Dice": 0.8933607414620073, + "FN": 1302, + "FP": 1655, + "IoU": 0.8072736752916639, + "TN": 1211281, + "TP": 12386, + "n_pred": 14041, + "n_ref": 13688 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9517463138076199, + "FN": 1068, + "FP": 1213, + "IoU": 0.9079350984824023, + "TN": 1201848, + "TP": 22495, + "n_pred": 23708, + "n_ref": 23563 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9445760303173851, + "FN": 135, + "FP": 333, + "IoU": 0.8949730700179533, + "TN": 1222168, + "TP": 3988, + "n_pred": 4321, + "n_ref": 4123 + }, + "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": 13, + "IoU": 0.0, + "TN": 1226611, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3742, + "IoU": 0.0, + "TN": 1222882, + "TP": 0, + "n_pred": 3742, + "n_ref": 0 + }, + "2": { + "Dice": 0.1252713882306197, + "FN": 61643, + "FP": 0, + "IoU": 0.06682107876530875, + "TN": 1160567, + "TP": 4414, + "n_pred": 4414, + "n_ref": 66057 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 19432, + "IoU": 0.0, + "TN": 1207192, + "TP": 0, + "n_pred": 19432, + "n_ref": 0 + }, + "4": { + "Dice": 0.2667110815012214, + "FN": 6367, + "FP": 237, + "IoU": 0.1538757206918642, + "TN": 1218819, + "TP": 1201, + "n_pred": 1438, + "n_ref": 7568 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9696420780569163, + "FN": 3133, + "FP": 2364, + "IoU": 0.9410730556895536, + "TN": 1133339, + "TP": 87788, + "n_pred": 90152, + "n_ref": 90921 + }, + "7": { + "Dice": 0.823317230273752, + "FN": 1823, + "FP": 3663, + "IoU": 0.6996934530326253, + "TN": 1208356, + "TP": 12782, + "n_pred": 16445, + "n_ref": 14605 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.24489795918367346, + "FN": 783, + "FP": 216, + "IoU": 0.13953488372093023, + "TN": 1225463, + "TP": 162, + "n_pred": 378, + "n_ref": 945 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 15765, + "IoU": 0.0, + "TN": 1210859, + "TP": 0, + "n_pred": 15765, + "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": 1463, + "IoU": 0.0, + "TN": 1225161, + "TP": 0, + "n_pred": 1463, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 7527, + "IoU": 0.0, + "TN": 1219097, + "TP": 0, + "n_pred": 7527, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4278, + "IoU": 0.0, + "TN": 1222346, + "TP": 0, + "n_pred": 4278, + "n_ref": 0 + }, + "3": { + "Dice": 0.9135343289189443, + "FN": 6552, + "FP": 2654, + "IoU": 0.8408312873889139, + "TN": 1168786, + "TP": 48632, + "n_pred": 51286, + "n_ref": 55184 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6827898941913194, + "FN": 1056, + "FP": 413, + "IoU": 0.518360655737705, + "TN": 1223574, + "TP": 1581, + "n_pred": 1994, + "n_ref": 2637 + }, + "6": { + "Dice": 0.878116539140671, + "FN": 6423, + "FP": 3931, + "IoU": 0.7827163602786872, + "TN": 1178972, + "TP": 37298, + "n_pred": 41229, + "n_ref": 43721 + }, + "7": { + "Dice": 0.2475873461428589, + "FN": 48665, + "FP": 11914, + "IoU": 0.14128370141467977, + "TN": 1156078, + "TP": 9967, + "n_pred": 21881, + "n_ref": 58632 + }, + "8": { + "Dice": 0.9457333064353439, + "FN": 219, + "FP": 50, + "IoU": 0.8970531955606582, + "TN": 1224011, + "TP": 2344, + "n_pred": 2394, + "n_ref": 2563 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8470588235294118, + "FN": 8, + "FP": 5, + "IoU": 0.7346938775510204, + "TN": 1401807, + "TP": 36, + "n_pred": 41, + "n_ref": 44 + }, + "10": { + "Dice": 0.7734302325581396, + "FN": 4859, + "FP": 2935, + "IoU": 0.6305635872398919, + "TN": 1380759, + "TP": 13303, + "n_pred": 16238, + "n_ref": 18162 + }, + "11": { + "Dice": 0.7331810995959951, + "FN": 1202, + "FP": 317, + "IoU": 0.5787576261785913, + "TN": 1398250, + "TP": 2087, + "n_pred": 2404, + "n_ref": 3289 + }, + "12": { + "Dice": 0.7339682539682539, + "FN": 652, + "FP": 186, + "IoU": 0.5797392176529589, + "TN": 1399862, + "TP": 1156, + "n_pred": 1342, + "n_ref": 1808 + }, + "13": { + "Dice": 0.8648028203656637, + "FN": 3064, + "FP": 6830, + "IoU": 0.7618084645384948, + "TN": 1360318, + "TP": 31644, + "n_pred": 38474, + "n_ref": 34708 + }, + "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": 0.9710277766707847, + "FN": 1426, + "FP": 1482, + "IoU": 0.943687064291247, + "TN": 1350216, + "TP": 48732, + "n_pred": 50214, + "n_ref": 50158 + }, + "3": { + "Dice": 0.9634839676142241, + "FN": 2567, + "FP": 2552, + "IoU": 0.92954082475362, + "TN": 1329204, + "TP": 67533, + "n_pred": 70085, + "n_ref": 70100 + }, + "4": { + "Dice": 0.7955592185000242, + "FN": 806, + "FP": 3411, + "IoU": 0.6605216551279988, + "TN": 1389434, + "TP": 8205, + "n_pred": 11616, + "n_ref": 9011 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9757976506885789, + "FN": 3274, + "FP": 6861, + "IoU": 0.9527391255689025, + "TN": 1187408, + "TP": 204313, + "n_pred": 211174, + "n_ref": 207587 + }, + "7": { + "Dice": 0.8498527470295522, + "FN": 5638, + "FP": 276, + "IoU": 0.7389077744911925, + "TN": 1379205, + "TP": 16737, + "n_pred": 17013, + "n_ref": 22375 + }, + "8": { + "Dice": 0.9489397794741307, + "FN": 285, + "FP": 317, + "IoU": 0.9028405422853454, + "TN": 1395660, + "TP": 5594, + "n_pred": 5911, + "n_ref": 5879 + }, + "9": { + "Dice": 0.9329350407678558, + "FN": 2628, + "FP": 111, + "IoU": 0.8743001376778339, + "TN": 1380066, + "TP": 19051, + "n_pred": 19162, + "n_ref": 21679 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 389, + "IoU": 0.0, + "TN": 1051003, + "TP": 0, + "n_pred": 389, + "n_ref": 0 + }, + "10": { + "Dice": 0.3144544178780417, + "FN": 2298, + "FP": 23593, + "IoU": 0.18655942693769834, + "TN": 1019563, + "TP": 5938, + "n_pred": 29531, + "n_ref": 8236 + }, + "11": { + "Dice": 0.3673548889754577, + "FN": 3069, + "FP": 179, + "IoU": 0.22500596516344548, + "TN": 1047201, + "TP": 943, + "n_pred": 1122, + "n_ref": 4012 + }, + "12": { + "Dice": 0.2, + "FN": 8, + "FP": 0, + "IoU": 0.1111111111111111, + "TN": 1051383, + "TP": 1, + "n_pred": 1, + "n_ref": 9 + }, + "13": { + "Dice": 0.6637033015506769, + "FN": 4692, + "FP": 5219, + "IoU": 0.4966736072317302, + "TN": 1031701, + "TP": 9780, + "n_pred": 14999, + "n_ref": 14472 + }, + "14": { + "Dice": 0.833971151015602, + "FN": 6498, + "FP": 1398, + "IoU": 0.7152234284271649, + "TN": 1023665, + "TP": 19831, + "n_pred": 21229, + "n_ref": 26329 + }, + "15": { + "Dice": 0.0, + "FN": 26688, + "FP": 633, + "IoU": 0.0, + "TN": 1024071, + "TP": 0, + "n_pred": 633, + "n_ref": 26688 + }, + "2": { + "Dice": 0.8855570772964271, + "FN": 4747, + "FP": 16, + "IoU": 0.7946186020438963, + "TN": 1028201, + "TP": 18428, + "n_pred": 18444, + "n_ref": 23175 + }, + "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": 1170, + "IoU": 0.0, + "TN": 1050222, + "TP": 0, + "n_pred": 1170, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8417879505838551, + "FN": 4059, + "FP": 40815, + "IoU": 0.7267995105112235, + "TN": 887139, + "TP": 119379, + "n_pred": 160194, + "n_ref": 123438 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9775, + "IoU": 0.0, + "TN": 1041617, + "TP": 0, + "n_pred": 9775, + "n_ref": 0 + }, + "8": { + "Dice": 0.9490309454973765, + "FN": 1304, + "FP": 600, + "IoU": 0.9030056036678553, + "TN": 1031762, + "TP": 17726, + "n_pred": 18326, + "n_ref": 19030 + }, + "9": { + "Dice": 0.9507897934386391, + "FN": 1742, + "FP": 1012, + "IoU": 0.9061957151129125, + "TN": 1022033, + "TP": 26605, + "n_pred": 27617, + "n_ref": 28347 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9452446411163565, + "FN": 1500, + "FP": 3499, + "IoU": 0.8961742959209106, + "TN": 1528940, + "TP": 43149, + "n_pred": 46648, + "n_ref": 44649 + }, + "10": { + "Dice": 0.6697666408335486, + "FN": 479, + "FP": 3356, + "IoU": 0.503495598135681, + "TN": 1569364, + "TP": 3889, + "n_pred": 7245, + "n_ref": 4368 + }, + "11": { + "Dice": 0.7350959046137895, + "FN": 1374, + "FP": 1181, + "IoU": 0.5811475409836065, + "TN": 1570988, + "TP": 3545, + "n_pred": 4726, + "n_ref": 4919 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 109, + "IoU": 0.0, + "TN": 1576979, + "TP": 0, + "n_pred": 109, + "n_ref": 0 + }, + "13": { + "Dice": 0.2797099304425041, + "FN": 4785, + "FP": 82, + "IoU": 0.16259463179628356, + "TN": 1571276, + "TP": 945, + "n_pred": 1027, + "n_ref": 5730 + }, + "14": { + "Dice": 0.817805625043836, + "FN": 4892, + "FP": 10694, + "IoU": 0.6917691729620694, + "TN": 1526522, + "TP": 34980, + "n_pred": 45674, + "n_ref": 39872 + }, + "15": { + "Dice": 0.33295652173913043, + "FN": 12660, + "FP": 2682, + "IoU": 0.19972875697668352, + "TN": 1557917, + "TP": 3829, + "n_pred": 6511, + "n_ref": 16489 + }, + "2": { + "Dice": 0.9386833855799374, + "FN": 1560, + "FP": 885, + "IoU": 0.8844517958412098, + "TN": 1555928, + "TP": 18715, + "n_pred": 19600, + "n_ref": 20275 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4783068783068783, + "FN": 489, + "FP": 4, + "IoU": 0.3143254520166898, + "TN": 1576369, + "TP": 226, + "n_pred": 230, + "n_ref": 715 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9646496271417999, + "FN": 1005, + "FP": 3342, + "IoU": 0.931713217506048, + "TN": 1513430, + "TP": 59311, + "n_pred": 62653, + "n_ref": 60316 + }, + "7": { + "Dice": 0.8295592209486534, + "FN": 1033, + "FP": 796, + "IoU": 0.7087579617834395, + "TN": 1570808, + "TP": 4451, + "n_pred": 5247, + "n_ref": 5484 + }, + "8": { + "Dice": 0.7316243194192378, + "FN": 2088, + "FP": 278, + "IoU": 0.5768198891074942, + "TN": 1571497, + "TP": 3225, + "n_pred": 3503, + "n_ref": 5313 + }, + "9": { + "Dice": 0.8691203992514036, + "FN": 1521, + "FP": 1626, + "IoU": 0.7685348631950574, + "TN": 1563492, + "TP": 10449, + "n_pred": 12075, + "n_ref": 11970 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8920358486793071, + "FN": 492, + "FP": 5447, + "IoU": 0.8051125549648881, + "TN": 1371382, + "TP": 24535, + "n_pred": 29982, + "n_ref": 25027 + }, + "10": { + "Dice": 0.09083227714406422, + "FN": 2774, + "FP": 1530, + "IoU": 0.04757689754370436, + "TN": 1397337, + "TP": 215, + "n_pred": 1745, + "n_ref": 2989 + }, + "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": 0.9330585025765383, + "FN": 1395, + "FP": 4126, + "IoU": 0.8745170235010682, + "TN": 1357858, + "TP": 38477, + "n_pred": 42603, + "n_ref": 39872 + }, + "15": { + "Dice": 0.8369527213394973, + "FN": 3630, + "FP": 13158, + "IoU": 0.7196205491348787, + "TN": 1341980, + "TP": 43088, + "n_pred": 56246, + "n_ref": 46718 + }, + "2": { + "Dice": 0.45980066445182727, + "FN": 178, + "FP": 635, + "IoU": 0.2985332182916307, + "TN": 1400697, + "TP": 346, + "n_pred": 981, + "n_ref": 524 + }, + "3": { + "Dice": 0.9564266892221608, + "FN": 3337, + "FP": 3360, + "IoU": 0.9164920943687964, + "TN": 1321660, + "TP": 73499, + "n_pred": 76859, + "n_ref": 76836 + }, + "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": 0.3644016837041491, + "FN": 514, + "FP": 543, + "IoU": 0.22279411764705884, + "TN": 1400496, + "TP": 303, + "n_pred": 846, + "n_ref": 817 + }, + "7": { + "Dice": 0.49199166115828546, + "FN": 9964, + "FP": 27, + "IoU": 0.3262526131229348, + "TN": 1387027, + "TP": 4838, + "n_pred": 4865, + "n_ref": 14802 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.5733178654292344, + "FN": 838, + "FP": 2840, + "IoU": 0.4018539599934949, + "TN": 1045243, + "TP": 2471, + "n_pred": 5311, + "n_ref": 3309 + }, + "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": 0.8628428927680798, + "FN": 52, + "FP": 278, + "IoU": 0.7587719298245614, + "TN": 1050024, + "TP": 1038, + "n_pred": 1316, + "n_ref": 1090 + }, + "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": 58, + "IoU": 0.0, + "TN": 1051334, + "TP": 0, + "n_pred": 58, + "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": 0.9822957802724409, + "FN": 2224, + "FP": 3362, + "IoU": 0.9652075340076736, + "TN": 890840, + "TP": 154966, + "n_pred": 158328, + "n_ref": 157190 + }, + "7": { + "Dice": 0.9711787842874564, + "FN": 1951, + "FP": 1405, + "IoU": 0.9439723534616604, + "TN": 991493, + "TP": 56543, + "n_pred": 57948, + "n_ref": 58494 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7263243097400846, + "FN": 1749, + "FP": 1294, + "IoU": 0.5702584380737185, + "TN": 1044311, + "TP": 4038, + "n_pred": 5332, + "n_ref": 5787 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8826653790439402, + "FN": 2, + "FP": 484, + "IoU": 0.7899740708729472, + "TN": 873846, + "TP": 1828, + "n_pred": 2312, + "n_ref": 1830 + }, + "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": 0.7839005942733658, + "FN": 1212, + "FP": 388, + "IoU": 0.6446023989338072, + "TN": 871658, + "TP": 2902, + "n_pred": 3290, + "n_ref": 4114 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9414819691317388, + "FN": 504, + "FP": 1096, + "IoU": 0.8894340404947827, + "TN": 861689, + "TP": 12871, + "n_pred": 13967, + "n_ref": 13375 + }, + "8": { + "Dice": 0.9574152401621011, + "FN": 357, + "FP": 1566, + "IoU": 0.9183092608326253, + "TN": 852620, + "TP": 21617, + "n_pred": 23183, + "n_ref": 21974 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0371.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": 0.8585806003817457, + "FN": 405, + "FP": 2040, + "IoU": 0.7522043174217087, + "TN": 1041525, + "TP": 7422, + "n_pred": 9462, + "n_ref": 7827 + }, + "6": { + "Dice": 0.9270334230988937, + "FN": 812, + "FP": 5447, + "IoU": 0.8639909602555467, + "TN": 1005373, + "TP": 39760, + "n_pred": 45207, + "n_ref": 40572 + }, + "7": { + "Dice": 0.9364138681324974, + "FN": 1350, + "FP": 871, + "IoU": 0.8804306864064603, + "TN": 1032817, + "TP": 16354, + "n_pred": 17225, + "n_ref": 17704 + }, + "8": { + "Dice": 0.9583468061965372, + "FN": 122, + "FP": 1295, + "IoU": 0.9200248335026526, + "TN": 1033674, + "TP": 16301, + "n_pred": 17596, + "n_ref": 16423 + }, + "9": { + "Dice": 0.76835659513433, + "FN": 4025, + "FP": 174, + "IoU": 0.6238466362089045, + "TN": 1040229, + "TP": 6964, + "n_pred": 7138, + "n_ref": 10989 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.904419762543087, + "FN": 4751, + "FP": 1488, + "IoU": 0.8255166820482702, + "TN": 1190867, + "TP": 29518, + "n_pred": 31006, + "n_ref": 34269 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 1226607, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7145581691036237, + "FN": 513, + "FP": 834, + "IoU": 0.5558852621167161, + "TN": 1223591, + "TP": 1686, + "n_pred": 2520, + "n_ref": 2199 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7046442859627762, + "FN": 2241, + "FP": 1155, + "IoU": 0.5439774405800993, + "TN": 1219177, + "TP": 4051, + "n_pred": 5206, + "n_ref": 6292 + }, + "15": { + "Dice": 0.8149821914135805, + "FN": 1293, + "FP": 3538, + "IoU": 0.6877383491694138, + "TN": 1211153, + "TP": 10640, + "n_pred": 14178, + "n_ref": 11933 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1226616, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "3": { + "Dice": 0.9221706492464615, + "FN": 3640, + "FP": 3151, + "IoU": 0.8555813112732067, + "TN": 1179601, + "TP": 40232, + "n_pred": 43383, + "n_ref": 43872 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9030586450960566, + "FN": 986, + "FP": 548, + "IoU": 0.8232515266735799, + "TN": 1217945, + "TP": 7145, + "n_pred": 7693, + "n_ref": 8131 + }, + "6": { + "Dice": 0.9608567082029982, + "FN": 1799, + "FP": 2781, + "IoU": 0.9246623788923067, + "TN": 1165831, + "TP": 56213, + "n_pred": 58994, + "n_ref": 58012 + }, + "7": { + "Dice": 0.8517623940721333, + "FN": 922, + "FP": 2699, + "IoU": 0.7417997718197376, + "TN": 1212600, + "TP": 10403, + "n_pred": 13102, + "n_ref": 11325 + }, + "8": { + "Dice": 0.9670156407669022, + "FN": 523, + "FP": 523, + "IoU": 0.9361377373466023, + "TN": 1210245, + "TP": 15333, + "n_pred": 15856, + "n_ref": 15856 + }, + "9": { + "Dice": 0.9190776128963382, + "FN": 1560, + "FP": 1472, + "IoU": 0.8502716049382716, + "TN": 1206374, + "TP": 17218, + "n_pred": 18690, + "n_ref": 18778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 1401853, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "10": { + "Dice": 0.905807672593936, + "FN": 2883, + "FP": 4284, + "IoU": 0.8278322283078697, + "TN": 1360228, + "TP": 34461, + "n_pred": 38745, + "n_ref": 37344 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7654164017800381, + "FN": 214, + "FP": 155, + "IoU": 0.619979402677652, + "TN": 1400885, + "TP": 602, + "n_pred": 757, + "n_ref": 816 + }, + "13": { + "Dice": 0.7277879821569142, + "FN": 4187, + "FP": 1000, + "IoU": 0.5720650111376949, + "TN": 1389735, + "TP": 6934, + "n_pred": 7934, + "n_ref": 11121 + }, + "14": { + "Dice": 0.8591549295774648, + "FN": 2421, + "FP": 2859, + "IoU": 0.7530864197530864, + "TN": 1380472, + "TP": 16104, + "n_pred": 18963, + "n_ref": 18525 + }, + "15": { + "Dice": 0.6950172510631469, + "FN": 3458, + "FP": 343, + "IoU": 0.5325873093949828, + "TN": 1393724, + "TP": 4331, + "n_pred": 4674, + "n_ref": 7789 + }, + "2": { + "Dice": 0.9301236418134132, + "FN": 1357, + "FP": 135, + "IoU": 0.8693748905620732, + "TN": 1390434, + "TP": 9930, + "n_pred": 10065, + "n_ref": 11287 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8773487727773239, + "FN": 1786, + "FP": 1667, + "IoU": 0.7814971840789724, + "TN": 1386053, + "TP": 12350, + "n_pred": 14017, + "n_ref": 14136 + }, + "5": { + "Dice": 0.35962145110410093, + "FN": 178, + "FP": 25, + "IoU": 0.21923076923076923, + "TN": 1401596, + "TP": 57, + "n_pred": 82, + "n_ref": 235 + }, + "6": { + "Dice": 0.9621868295285557, + "FN": 5086, + "FP": 8238, + "IoU": 0.9271291374067511, + "TN": 1219012, + "TP": 169520, + "n_pred": 177758, + "n_ref": 174606 + }, + "7": { + "Dice": 0.9463247049219361, + "FN": 4686, + "FP": 1626, + "IoU": 0.8981179584853278, + "TN": 1339902, + "TP": 55642, + "n_pred": 57268, + "n_ref": 60328 + }, + "8": { + "Dice": 0.911973018549747, + "FN": 231, + "FP": 30, + "IoU": 0.838189708617483, + "TN": 1400243, + "TP": 1352, + "n_pred": 1382, + "n_ref": 1583 + }, + "9": { + "Dice": 0.18604651162790697, + "FN": 20, + "FP": 15, + "IoU": 0.10256410256410256, + "TN": 1401817, + "TP": 4, + "n_pred": 19, + "n_ref": 24 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.6130261913927142, + "FN": 1962.2511111111114, + "FP": 1469.342222222222, + "IoU": 0.5297361754992039, + "TN": 1130717.9444444445, + "TP": 10699.52888888889, + "n_pred": 12168.871111111112, + "n_ref": 12661.78 + }, + "mean": { + "1": { + "Dice": 0.8670732421630488, + "FN": 1430.2, + "FP": 1988.9666666666667, + "IoU": 0.8107288571296406, + "TN": 1115498.0666666667, + "TP": 25931.833333333332, + "n_pred": 27920.8, + "n_ref": 27362.033333333333 + }, + "10": { + "Dice": 0.5658650466869614, + "FN": 2905.9, + "FP": 2249.7, + "IoU": 0.46239210711933365, + "TN": 1131720.3333333333, + "TP": 7973.133333333333, + "n_pred": 10222.833333333334, + "n_ref": 10879.033333333333 + }, + "11": { + "Dice": 0.30733336414582163, + "FN": 55.666666666666664, + "FP": 51.6, + "IoU": 0.22190337468017626, + "TN": 1144640.6, + "TP": 101.2, + "n_pred": 152.8, + "n_ref": 156.86666666666667 + }, + "12": { + "Dice": 0.6019048238989188, + "FN": 491.96666666666664, + "FP": 187.66666666666666, + "IoU": 0.46525370213510203, + "TN": 1143529.8666666667, + "TP": 639.5666666666667, + "n_pred": 827.2333333333333, + "n_ref": 1131.5333333333333 + }, + "13": { + "Dice": 0.4627116152166024, + "FN": 3620.4666666666667, + "FP": 2002.3333333333333, + "IoU": 0.3645070066050023, + "TN": 1134480.6, + "TP": 4745.666666666667, + "n_pred": 6748.0, + "n_ref": 8366.133333333333 + }, + "14": { + "Dice": 0.6712171709820889, + "FN": 1204.1666666666667, + "FP": 1557.2666666666667, + "IoU": 0.6087532633451914, + "TN": 1129889.6, + "TP": 12198.033333333333, + "n_pred": 13755.3, + "n_ref": 13402.2 + }, + "15": { + "Dice": 0.40947353618570087, + "FN": 1458.7333333333333, + "FP": 237.2, + "IoU": 0.3284441904213799, + "TN": 1140839.6333333333, + "TP": 2313.5, + "n_pred": 2550.7, + "n_ref": 3772.233333333333 + }, + "2": { + "Dice": 0.4165518706727915, + "FN": 301.3, + "FP": 2539.6, + "IoU": 0.3846949896453208, + "TN": 1134478.2333333334, + "TP": 7529.933333333333, + "n_pred": 10069.533333333333, + "n_ref": 7831.233333333334 + }, + "3": { + "Dice": 0.8358474320848192, + "FN": 2309.5, + "FP": 609.8666666666667, + "IoU": 0.755329330366746, + "TN": 1131704.1333333333, + "TP": 10225.566666666668, + "n_pred": 10835.433333333332, + "n_ref": 12535.066666666668 + }, + "4": { + "Dice": 0.5357854159291874, + "FN": 1181.5666666666666, + "FP": 928.1, + "IoU": 0.45506764845383374, + "TN": 1139510.5, + "TP": 3228.9, + "n_pred": 4157.0, + "n_ref": 4410.466666666666 + }, + "5": { + "Dice": 0.4739840458027711, + "FN": 859.3333333333334, + "FP": 103.63333333333334, + "IoU": 0.364382458313159, + "TN": 1143072.2, + "TP": 813.9, + "n_pred": 917.5333333333333, + "n_ref": 1673.2333333333333 + }, + "6": { + "Dice": 0.8329638990368292, + "FN": 6721.366666666667, + "FP": 3798.5666666666666, + "IoU": 0.7720982152562804, + "TN": 1077869.2666666666, + "TP": 56459.86666666667, + "n_pred": 60258.433333333334, + "n_ref": 63181.23333333333 + }, + "7": { + "Dice": 0.6122973619220441, + "FN": 5985.966666666666, + "FP": 3841.766666666667, + "IoU": 0.5238838958938551, + "TN": 1118582.1666666667, + "TP": 16439.166666666668, + "n_pred": 20280.933333333334, + "n_ref": 22425.133333333335 + }, + "8": { + "Dice": 0.9066028810056039, + "FN": 462.06666666666666, + "FP": 840.4333333333333, + "IoU": 0.8387959040215559, + "TN": 1134771.0333333334, + "TP": 8775.533333333333, + "n_pred": 9615.966666666667, + "n_ref": 9237.6 + }, + "9": { + "Dice": 0.6957811651575224, + "FN": 445.56666666666666, + "FP": 1103.4333333333334, + "IoU": 0.5898076891014822, + "TN": 1140182.9333333333, + "TP": 3117.133333333333, + "n_pred": 4220.566666666667, + "n_ref": 3562.7 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.922740524781341, + "FN": 161, + "FP": 263, + "IoU": 0.8565629228687416, + "TN": 1223668, + "TP": 2532, + "n_pred": 2795, + "n_ref": 2693 + }, + "10": { + "Dice": 0.7872485898239416, + "FN": 2749, + "FP": 4719, + "IoU": 0.6491425886774724, + "TN": 1205339, + "TP": 13817, + "n_pred": 18536, + "n_ref": 16566 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6940337909186906, + "FN": 1706, + "FP": 612, + "IoU": 0.5314331918334344, + "TN": 1221677, + "TP": 2629, + "n_pred": 3241, + "n_ref": 4335 + }, + "13": { + "Dice": 0.37474911330455585, + "FN": 16774, + "FP": 5967, + "IoU": 0.2305792394099337, + "TN": 1197068, + "TP": 6815, + "n_pred": 12782, + "n_ref": 23589 + }, + "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": 0.965164418278842, + "FN": 1563, + "FP": 650, + "IoU": 0.9326741709765743, + "TN": 1193754, + "TP": 30657, + "n_pred": 31307, + "n_ref": 32220 + }, + "4": { + "Dice": 0.8016221247174578, + "FN": 1833, + "FP": 1151, + "IoU": 0.6689226672584045, + "TN": 1217611, + "TP": 6029, + "n_pred": 7180, + "n_ref": 7862 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9549112529074468, + "FN": 1100, + "FP": 6150, + "IoU": 0.9137130751469853, + "TN": 1142602, + "TP": 76772, + "n_pred": 82922, + "n_ref": 77872 + }, + "7": { + "Dice": 0.8760453477030333, + "FN": 10599, + "FP": 4905, + "IoU": 0.7794312216357713, + "TN": 1156333, + "TP": 54787, + "n_pred": 59692, + "n_ref": 65386 + }, + "8": { + "Dice": 0.6547085201793722, + "FN": 82, + "FP": 72, + "IoU": 0.4866666666666667, + "TN": 1226324, + "TP": 146, + "n_pred": 218, + "n_ref": 228 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.954560943797516, + "FN": 2027, + "FP": 1840, + "IoU": 0.9130718219624593, + "TN": 1006907, + "TP": 40618, + "n_pred": 42458, + "n_ref": 42645 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 1051326, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8847926267281107, + "FN": 12, + "FP": 13, + "IoU": 0.7933884297520661, + "TN": 1051271, + "TP": 96, + "n_pred": 109, + "n_ref": 108 + }, + "13": { + "Dice": 0.8859554209045661, + "FN": 423, + "FP": 104, + "IoU": 0.7952602952602953, + "TN": 1048818, + "TP": 2047, + "n_pred": 2151, + "n_ref": 2470 + }, + "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": 0.9502118644067796, + "FN": 93, + "FP": 95, + "IoU": 0.905146316851665, + "TN": 1049410, + "TP": 1794, + "n_pred": 1889, + "n_ref": 1887 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5105574324324325, + "FN": 2065, + "FP": 253, + "IoU": 0.34278423589452794, + "TN": 1047865, + "TP": 1209, + "n_pred": 1462, + "n_ref": 3274 + }, + "6": { + "Dice": 0.0, + "FN": 16, + "FP": 11, + "IoU": 0.0, + "TN": 1051365, + "TP": 0, + "n_pred": 11, + "n_ref": 16 + }, + "7": { + "Dice": 0.9380519707843356, + "FN": 3633, + "FP": 260, + "IoU": 0.8833313354111724, + "TN": 1018024, + "TP": 29475, + "n_pred": 29735, + "n_ref": 33108 + }, + "8": { + "Dice": 0.8774550041041863, + "FN": 1268, + "FP": 4853, + "IoU": 0.7816657749242019, + "TN": 1023357, + "TP": 21914, + "n_pred": 26767, + "n_ref": 23182 + }, + "9": { + "Dice": 0.8741693152268131, + "FN": 634, + "FP": 1108, + "IoU": 0.7764660592839728, + "TN": 1043599, + "TP": 6051, + "n_pred": 7159, + "n_ref": 6685 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.0, + "FN": 0, + "FP": 181, + "IoU": 0.0, + "TN": 1051211, + "TP": 0, + "n_pred": 181, + "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": 0.6916875173755908, + "FN": 668, + "FP": 441, + "IoU": 0.5286867828304292, + "TN": 1049039, + "TP": 1244, + "n_pred": 1685, + "n_ref": 1912 + }, + "7": { + "Dice": 0.9713275140805557, + "FN": 2606, + "FP": 1431, + "IoU": 0.9442534211580154, + "TN": 978975, + "TP": 68380, + "n_pred": 69811, + "n_ref": 70986 + }, + "8": { + "Dice": 0.7268637195919435, + "FN": 2530, + "FP": 2691, + "IoU": 0.5709237343852729, + "TN": 1039224, + "TP": 6947, + "n_pred": 9638, + "n_ref": 9477 + }, + "9": { + "Dice": 0.7523281596452328, + "FN": 334, + "FP": 4134, + "IoU": 0.6029856051181802, + "TN": 1040138, + "TP": 6786, + "n_pred": 10920, + "n_ref": 7120 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 1051367, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 117, + "IoU": 0.0, + "TN": 1051275, + "TP": 0, + "n_pred": 117, + "n_ref": 0 + }, + "14": { + "Dice": 0.9166738830676587, + "FN": 11692, + "FP": 817, + "IoU": 0.8461661440078706, + "TN": 970077, + "TP": 68806, + "n_pred": 69623, + "n_ref": 80498 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2125, + "IoU": 0.0, + "TN": 1049267, + "TP": 0, + "n_pred": 2125, + "n_ref": 0 + }, + "2": { + "Dice": 0.902071776293445, + "FN": 166, + "FP": 699, + "IoU": 0.8216127036502372, + "TN": 1046543, + "TP": 3984, + "n_pred": 4683, + "n_ref": 4150 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9068618133434708, + "FN": 458, + "FP": 1502, + "IoU": 0.8295948530690315, + "TN": 1039890, + "TP": 9542, + "n_pred": 11044, + "n_ref": 10000 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9866649834558091, + "FN": 1567, + "FP": 2447, + "IoU": 0.9736809321172621, + "TN": 898879, + "TP": 148499, + "n_pred": 150946, + "n_ref": 150066 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 77, + "IoU": 0.0, + "TN": 1051315, + "TP": 0, + "n_pred": 77, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9679551871085307, + "FN": 3599, + "FP": 4244, + "IoU": 0.9379003460098023, + "TN": 1100327, + "TP": 118454, + "n_pred": 122698, + "n_ref": 122053 + }, + "10": { + "Dice": 0.654014598540146, + "FN": 3124, + "FP": 21761, + "IoU": 0.48590021691973967, + "TN": 1178219, + "TP": 23520, + "n_pred": 45281, + "n_ref": 26644 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.618256758394957, + "FN": 1526, + "FP": 1623, + "IoU": 0.4474469205123706, + "TN": 1220925, + "TP": 2550, + "n_pred": 4173, + "n_ref": 4076 + }, + "13": { + "Dice": 0.5163091277580207, + "FN": 17896, + "FP": 7402, + "IoU": 0.3479896907216495, + "TN": 1187824, + "TP": 13502, + "n_pred": 20904, + "n_ref": 31398 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 1226556, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8160821214713431, + "FN": 169, + "FP": 476, + "IoU": 0.6893063583815029, + "TN": 1224548, + "TP": 1431, + "n_pred": 1907, + "n_ref": 1600 + }, + "3": { + "Dice": 0.9565290248704807, + "FN": 1817, + "FP": 1296, + "IoU": 0.9166800492478989, + "TN": 1189262, + "TP": 34249, + "n_pred": 35545, + "n_ref": 36066 + }, + "4": { + "Dice": 0.925540988785342, + "FN": 1629, + "FP": 728, + "IoU": 0.8614018581677055, + "TN": 1209618, + "TP": 14649, + "n_pred": 15377, + "n_ref": 16278 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7906976744186046, + "FN": 825, + "FP": 264, + "IoU": 0.6538461538461539, + "TN": 1223478, + "TP": 2057, + "n_pred": 2321, + "n_ref": 2882 + }, + "7": { + "Dice": 0.7451009667425628, + "FN": 6363, + "FP": 466, + "IoU": 0.5937537180249851, + "TN": 1209814, + "TP": 9981, + "n_pred": 10447, + "n_ref": 16344 + }, + "8": { + "Dice": 0.9409373235460192, + "FN": 674, + "FP": 372, + "IoU": 0.8884623587118788, + "TN": 1217246, + "TP": 8332, + "n_pred": 8704, + "n_ref": 9006 + }, + "9": { + "Dice": 0.8585862179373155, + "FN": 1692, + "FP": 2283, + "IoU": 0.7522129410297967, + "TN": 1210582, + "TP": 12067, + "n_pred": 14350, + "n_ref": 13759 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0030.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": 22, + "IoU": 0.0, + "TN": 1051370, + "TP": 0, + "n_pred": 22, + "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": 1398, + "IoU": 0.0, + "TN": 1049994, + "TP": 0, + "n_pred": 1398, + "n_ref": 0 + }, + "14": { + "Dice": 0.9012850082372323, + "FN": 1209, + "FP": 1787, + "IoU": 0.820308282852516, + "TN": 1034719, + "TP": 13677, + "n_pred": 15464, + "n_ref": 14886 + }, + "15": { + "Dice": 0.932183492866173, + "FN": 4697, + "FP": 1311, + "IoU": 0.8729809725158563, + "TN": 1004092, + "TP": 41292, + "n_pred": 42603, + "n_ref": 45989 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 573, + "IoU": 0.0, + "TN": 1050819, + "TP": 0, + "n_pred": 573, + "n_ref": 0 + }, + "3": { + "Dice": 0.9159069360367588, + "FN": 758, + "FP": 395, + "IoU": 0.8448600645855759, + "TN": 1043960, + "TP": 6279, + "n_pred": 6674, + "n_ref": 7037 + }, + "4": { + "Dice": 0.901767554987105, + "FN": 1666, + "FP": 3019, + "IoU": 0.8211080988201153, + "TN": 1025203, + "TP": 21504, + "n_pred": 24523, + "n_ref": 23170 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9802732805144104, + "FN": 2911, + "FP": 1384, + "IoU": 0.9613097919106387, + "TN": 940382, + "TP": 106715, + "n_pred": 108099, + "n_ref": 109626 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9767517594485553, + "FN": 1991, + "FP": 3149, + "IoU": 0.9545599207892783, + "TN": 938276, + "TP": 107976, + "n_pred": 111125, + "n_ref": 109967 + }, + "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": 0.9599814169570268, + "FN": 1803, + "FP": 2504, + "IoU": 0.92304256155523, + "TN": 995426, + "TP": 51659, + "n_pred": 54163, + "n_ref": 53462 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 0.8257082769024103, + "FN": 7212, + "FP": 8617, + "IoU": 0.7031543020028505, + "TN": 1173300, + "TP": 37495, + "n_pred": 46112, + "n_ref": 44707 + }, + "11": { + "Dice": 0.6066584463625154, + "FN": 457, + "FP": 500, + "IoU": 0.4353982300884956, + "TN": 1224929, + "TP": 738, + "n_pred": 1238, + "n_ref": 1195 + }, + "12": { + "Dice": 0.6860799164272656, + "FN": 1349, + "FP": 1055, + "IoU": 0.5221625919300338, + "TN": 1221593, + "TP": 2627, + "n_pred": 3682, + "n_ref": 3976 + }, + "13": { + "Dice": 0.08575096277278563, + "FN": 7120, + "FP": 2, + "IoU": 0.0447961373390558, + "TN": 1219168, + "TP": 334, + "n_pred": 336, + "n_ref": 7454 + }, + "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": 0.9374688734205071, + "FN": 2941, + "FP": 2458, + "IoU": 0.8822977981251362, + "TN": 1180754, + "TP": 40471, + "n_pred": 42929, + "n_ref": 43412 + }, + "3": { + "Dice": 0.932082431240478, + "FN": 1092, + "FP": 602, + "IoU": 0.8728037242829254, + "TN": 1213306, + "TP": 11624, + "n_pred": 12226, + "n_ref": 12716 + }, + "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": 0.9782027188301623, + "FN": 893, + "FP": 696, + "IoU": 0.9573354097304264, + "TN": 1189380, + "TP": 35655, + "n_pred": 36351, + "n_ref": 36548 + }, + "7": { + "Dice": 0.7538698103536647, + "FN": 360, + "FP": 2041, + "IoU": 0.6049687397170121, + "TN": 1220546, + "TP": 3677, + "n_pred": 5718, + "n_ref": 4037 + }, + "8": { + "Dice": 0.8924883139471682, + "FN": 385, + "FP": 2582, + "IoU": 0.8058500196309384, + "TN": 1211342, + "TP": 12315, + "n_pred": 14897, + "n_ref": 12700 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 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": 0.8090771558245083, + "FN": 489, + "FP": 142, + "IoU": 0.679369918699187, + "TN": 1049424, + "TP": 1337, + "n_pred": 1479, + "n_ref": 1826 + }, + "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": 0.859375, + "FN": 24, + "FP": 12, + "IoU": 0.7534246575342466, + "TN": 1051246, + "TP": 110, + "n_pred": 122, + "n_ref": 134 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8061127029608405, + "FN": 388, + "FP": 221, + "IoU": 0.6752, + "TN": 1049517, + "TP": 1266, + "n_pred": 1487, + "n_ref": 1654 + }, + "6": { + "Dice": 0.9390800434625136, + "FN": 176, + "FP": 665, + "IoU": 0.8851563566844189, + "TN": 1044069, + "TP": 6482, + "n_pred": 7147, + "n_ref": 6658 + }, + "7": { + "Dice": 0.9387773315484159, + "FN": 1056, + "FP": 316, + "IoU": 0.884618619123707, + "TN": 1039501, + "TP": 10519, + "n_pred": 10835, + "n_ref": 11575 + }, + "8": { + "Dice": 0.9411380614929615, + "FN": 2272, + "FP": 793, + "IoU": 0.8888203714451538, + "TN": 1023824, + "TP": 24503, + "n_pred": 25296, + "n_ref": 26775 + }, + "9": { + "Dice": 0.7621861152141802, + "FN": 76, + "FP": 85, + "IoU": 0.6157517899761337, + "TN": 1050973, + "TP": 258, + "n_pred": 343, + "n_ref": 334 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.970051168442545, + "FN": 1487, + "FP": 2136, + "IoU": 0.9418440399370767, + "TN": 813862, + "TP": 58675, + "n_pred": 60811, + "n_ref": 60162 + }, + "10": { + "Dice": 0.6098847702346245, + "FN": 1643, + "FP": 3977, + "IoU": 0.43872965145311094, + "TN": 866147, + "TP": 4393, + "n_pred": 8370, + "n_ref": 6036 + }, + "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": 0.9320874353412314, + "FN": 239, + "FP": 168, + "IoU": 0.8728125, + "TN": 872960, + "TP": 2793, + "n_pred": 2961, + "n_ref": 3032 + }, + "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": 0.8869078469990671, + "FN": 818, + "FP": 273, + "IoU": 0.796796423915068, + "TN": 870791, + "TP": 4278, + "n_pred": 4551, + "n_ref": 5096 + }, + "7": { + "Dice": 0.8183283444623533, + "FN": 428, + "FP": 361, + "IoU": 0.6925175370226033, + "TN": 873594, + "TP": 1777, + "n_pred": 2138, + "n_ref": 2205 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.968916082005978, + "FN": 842, + "FP": 3141, + "IoU": 0.9397063275809869, + "TN": 985332, + "TP": 62077, + "n_pred": 65218, + "n_ref": 62919 + }, + "10": { + "Dice": 0.6245084159194588, + "FN": 14110, + "FP": 4986, + "IoU": 0.4540256175663312, + "TN": 1016416, + "TP": 15880, + "n_pred": 20866, + "n_ref": 29990 + }, + "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": 0.7003379569156767, + "FN": 4795, + "FP": 9658, + "IoU": 0.5388615914746985, + "TN": 1020050, + "TP": 16889, + "n_pred": 26547, + "n_ref": 21684 + }, + "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": 0.38346345833866635, + "FN": 219, + "FP": 4598, + "IoU": 0.23721298495645288, + "TN": 1045077, + "TP": 1498, + "n_pred": 6096, + "n_ref": 1717 + }, + "3": { + "Dice": 0.9189806467123453, + "FN": 3794, + "FP": 250, + "IoU": 0.8501056377182253, + "TN": 1024413, + "TP": 22935, + "n_pred": 23185, + "n_ref": 26729 + }, + "4": { + "Dice": 0.0, + "FN": 261, + "FP": 0, + "IoU": 0.0, + "TN": 1051131, + "TP": 0, + "n_pred": 0, + "n_ref": 261 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9626025302377311, + "FN": 4504, + "FP": 1952, + "IoU": 0.9279013669257572, + "TN": 961848, + "TP": 83088, + "n_pred": 85040, + "n_ref": 87592 + }, + "7": { + "Dice": 0.7881275192378161, + "FN": 25382, + "FP": 637, + "IoU": 0.6503386550556362, + "TN": 976980, + "TP": 48393, + "n_pred": 49030, + "n_ref": 73775 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.840009425070688, + "FN": 1653, + "FP": 2421, + "IoU": 0.7241519398740606, + "TN": 1036623, + "TP": 10695, + "n_pred": 13116, + "n_ref": 12348 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8514996342355523, + "FN": 133, + "FP": 476, + "IoU": 0.7414012738853503, + "TN": 1399501, + "TP": 1746, + "n_pred": 2222, + "n_ref": 1879 + }, + "10": { + "Dice": 0.9219742629092686, + "FN": 210, + "FP": 269, + "IoU": 0.8552432759141735, + "TN": 1398547, + "TP": 2830, + "n_pred": 3099, + "n_ref": 3040 + }, + "11": { + "Dice": 0.7102281545863728, + "FN": 1184, + "FP": 683, + "IoU": 0.550661853188929, + "TN": 1397701, + "TP": 2288, + "n_pred": 2971, + "n_ref": 3472 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7741065407956844, + "FN": 220, + "FP": 785, + "IoU": 0.6314631463146315, + "TN": 1399129, + "TP": 1722, + "n_pred": 2507, + "n_ref": 1942 + }, + "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": 0.9093353248693055, + "FN": 1013, + "FP": 2629, + "IoU": 0.8337441796768009, + "TN": 1379950, + "TP": 18264, + "n_pred": 20893, + "n_ref": 19277 + }, + "3": { + "Dice": 0.9527038851942597, + "FN": 1170, + "FP": 3154, + "IoU": 0.9096795755524919, + "TN": 1353982, + "TP": 43550, + "n_pred": 46704, + "n_ref": 44720 + }, + "4": { + "Dice": 0.6646153846153846, + "FN": 30, + "FP": 188, + "IoU": 0.4976958525345622, + "TN": 1401422, + "TP": 216, + "n_pred": 404, + "n_ref": 246 + }, + "5": { + "Dice": 0.42719515551885495, + "FN": 3673, + "FP": 489, + "IoU": 0.27161358067903396, + "TN": 1396142, + "TP": 1552, + "n_pred": 2041, + "n_ref": 5225 + }, + "6": { + "Dice": 0.9674664730187227, + "FN": 5105, + "FP": 4572, + "IoU": 0.9369831078001069, + "TN": 1248294, + "TP": 143885, + "n_pred": 148457, + "n_ref": 148990 + }, + "7": { + "Dice": 0.8614978646574771, + "FN": 7286, + "FP": 692, + "IoU": 0.7566941140591644, + "TN": 1369066, + "TP": 24812, + "n_pred": 25504, + "n_ref": 32098 + }, + "8": { + "Dice": 0.9420207264821967, + "FN": 1128, + "FP": 1619, + "IoU": 0.8903962015720385, + "TN": 1376793, + "TP": 22316, + "n_pred": 23935, + "n_ref": 23444 + }, + "9": { + "Dice": 0.8963368480346424, + "FN": 1876, + "FP": 4013, + "IoU": 0.8121471179303965, + "TN": 1370507, + "TP": 25460, + "n_pred": 29473, + "n_ref": 27336 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9334871837138383, + "FN": 1451, + "FP": 163, + "IoU": 0.8752704791344668, + "TN": 1038452, + "TP": 11326, + "n_pred": 11489, + "n_ref": 12777 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 157, + "IoU": 0.0, + "TN": 1051235, + "TP": 0, + "n_pred": 157, + "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": 67, + "IoU": 0.0, + "TN": 1051325, + "TP": 0, + "n_pred": 67, + "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": 0.2222222222222222, + "FN": 7, + "FP": 0, + "IoU": 0.125, + "TN": 1051384, + "TP": 1, + "n_pred": 1, + "n_ref": 8 + }, + "6": { + "Dice": 0.9194972344348319, + "FN": 8363, + "FP": 719, + "IoU": 0.8509901721111093, + "TN": 990443, + "TP": 51867, + "n_pred": 52586, + "n_ref": 60230 + }, + "7": { + "Dice": 0.8150206343767227, + "FN": 1097, + "FP": 23735, + "IoU": 0.6877931025811886, + "TN": 971855, + "TP": 54705, + "n_pred": 78440, + "n_ref": 55802 + }, + "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": 51, + "IoU": 0.0, + "TN": 1051341, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6202948332617718, + "FN": 18516, + "FP": 55, + "IoU": 0.4495850622406639, + "TN": 1368116, + "TP": 15169, + "n_pred": 15224, + "n_ref": 33685 + }, + "10": { + "Dice": 0.7241245035175619, + "FN": 7158, + "FP": 3469, + "IoU": 0.5675510702368357, + "TN": 1377282, + "TP": 13947, + "n_pred": 17416, + "n_ref": 21105 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.2861288450377249, + "FN": 2143, + "FP": 317, + "IoU": 0.166948865560447, + "TN": 1398903, + "TP": 493, + "n_pred": 810, + "n_ref": 2636 + }, + "13": { + "Dice": 0.0, + "FN": 34, + "FP": 31, + "IoU": 0.0, + "TN": 1401791, + "TP": 0, + "n_pred": 31, + "n_ref": 34 + }, + "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": 14479, + "IoU": 0.0, + "TN": 1387377, + "TP": 0, + "n_pred": 14479, + "n_ref": 0 + }, + "3": { + "Dice": 0.10507792860734037, + "FN": 14124, + "FP": 116, + "IoU": 0.055452374635181746, + "TN": 1386780, + "TP": 836, + "n_pred": 952, + "n_ref": 14960 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5795, + "IoU": 0.0, + "TN": 1396061, + "TP": 0, + "n_pred": 5795, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 1401848, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "6": { + "Dice": 0.8729104492831455, + "FN": 28875, + "FP": 8515, + "IoU": 0.77448189341118, + "TN": 1236060, + "TP": 128406, + "n_pred": 136921, + "n_ref": 157281 + }, + "7": { + "Dice": 0.669899923017706, + "FN": 2220, + "FP": 6356, + "IoU": 0.503646255353629, + "TN": 1384578, + "TP": 8702, + "n_pred": 15058, + "n_ref": 10922 + }, + "8": { + "Dice": 0.9384646711464061, + "FN": 415, + "FP": 1096, + "IoU": 0.8840635310365994, + "TN": 1388823, + "TP": 11522, + "n_pred": 12618, + "n_ref": 11937 + }, + "9": { + "Dice": 0.7039495029938354, + "FN": 1398, + "FP": 8639, + "IoU": 0.5431497496586254, + "TN": 1379886, + "TP": 11933, + "n_pred": 20572, + "n_ref": 13331 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9532212221695878, + "FN": 318, + "FP": 472, + "IoU": 0.910623373684806, + "TN": 1042553, + "TP": 8049, + "n_pred": 8521, + "n_ref": 8367 + }, + "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": 0.9233061306175091, + "FN": 1555, + "FP": 1894, + "IoU": 0.8575382073523338, + "TN": 1027182, + "TP": 20761, + "n_pred": 22655, + "n_ref": 22316 + }, + "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": 0.9643670405667538, + "FN": 188, + "FP": 1502, + "IoU": 0.9311861232134859, + "TN": 1026833, + "TP": 22869, + "n_pred": 24371, + "n_ref": 23057 + }, + "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": 0.978509107607531, + "FN": 2374, + "FP": 434, + "IoU": 0.9579224982767405, + "TN": 984658, + "TP": 63926, + "n_pred": 64360, + "n_ref": 66300 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9655032554168, + "FN": 2864, + "FP": 368, + "IoU": 0.9333071954767751, + "TN": 1002931, + "TP": 45229, + "n_pred": 45597, + "n_ref": 48093 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1955, + "IoU": 0.0, + "TN": 1049437, + "TP": 0, + "n_pred": 1955, + "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": 0.18014367286793148, + "FN": 569, + "FP": 8333, + "IoU": 0.09898785425101214, + "TN": 1041512, + "TP": 978, + "n_pred": 9311, + "n_ref": 1547 + }, + "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": 2008, + "IoU": 0.0, + "TN": 1049384, + "TP": 0, + "n_pred": 2008, + "n_ref": 0 + }, + "3": { + "Dice": 0.7026406429391504, + "FN": 247, + "FP": 12, + "IoU": 0.5415929203539823, + "TN": 1050827, + "TP": 306, + "n_pred": 318, + "n_ref": 553 + }, + "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": 7289, + "IoU": 0.0, + "TN": 1044103, + "TP": 0, + "n_pred": 7289, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 34824, + "IoU": 0.0, + "TN": 1191800, + "TP": 0, + "n_pred": 34824, + "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": 0.4457831325301205, + "FN": 71, + "FP": 21, + "IoU": 0.2868217054263566, + "TN": 1226495, + "TP": 37, + "n_pred": 58, + "n_ref": 108 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9596706174812447, + "FN": 1779, + "FP": 1855, + "IoU": 0.9224680506069851, + "TN": 1179753, + "TP": 43237, + "n_pred": 45092, + "n_ref": 45016 + }, + "15": { + "Dice": 0.7632432432432432, + "FN": 170, + "FP": 49, + "IoU": 0.6171328671328671, + "TN": 1226052, + "TP": 353, + "n_pred": 402, + "n_ref": 523 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9495567104860899, + "FN": 12, + "FP": 153, + "IoU": 0.9039580908032596, + "TN": 1224906, + "TP": 1553, + "n_pred": 1706, + "n_ref": 1565 + }, + "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": 0.7873322883179681, + "FN": 39449, + "FP": 574, + "IoU": 0.6492564127281809, + "TN": 1112515, + "TP": 74086, + "n_pred": 74660, + "n_ref": 113535 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9686654792532489, + "FN": 378, + "FP": 97, + "IoU": 0.9392350006396316, + "TN": 1218807, + "TP": 7342, + "n_pred": 7439, + "n_ref": 7720 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9340141398271798, + "FN": 320, + "FP": 184, + "IoU": 0.8761974944731025, + "TN": 1222553, + "TP": 3567, + "n_pred": 3751, + "n_ref": 3887 + }, + "10": { + "Dice": 0.1066930431915595, + "FN": 13547, + "FP": 0, + "IoU": 0.05635274449707439, + "TN": 1212268, + "TP": 809, + "n_pred": 809, + "n_ref": 14356 + }, + "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": 0.2519468226993073, + "FN": 901, + "FP": 16486, + "IoU": 0.14412995323652472, + "TN": 1206309, + "TP": 2928, + "n_pred": 19414, + "n_ref": 3829 + }, + "14": { + "Dice": 0.7413394579155809, + "FN": 502, + "FP": 17067, + "IoU": 0.5889907827632995, + "TN": 1183878, + "TP": 25177, + "n_pred": 42244, + "n_ref": 25679 + }, + "15": { + "Dice": 0.7602191319005478, + "FN": 15426, + "FP": 506, + "IoU": 0.6131883072739633, + "TN": 1185436, + "TP": 25256, + "n_pred": 25762, + "n_ref": 40682 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 16739, + "IoU": 0.0, + "TN": 1209885, + "TP": 0, + "n_pred": 16739, + "n_ref": 0 + }, + "3": { + "Dice": 0.6935424867206134, + "FN": 16096, + "FP": 4847, + "IoU": 0.5308572836630003, + "TN": 1181983, + "TP": 23698, + "n_pred": 28545, + "n_ref": 39794 + }, + "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": 30473, + "IoU": 0.0, + "TN": 1196151, + "TP": 0, + "n_pred": 30473, + "n_ref": 0 + }, + "7": { + "Dice": 0.5341485982944457, + "FN": 37245, + "FP": 11, + "IoU": 0.3643947794933038, + "TN": 1168009, + "TP": 21359, + "n_pred": 21370, + "n_ref": 58604 + }, + "8": { + "Dice": 0.9666863365699265, + "FN": 191, + "FP": 430, + "IoU": 0.9355207143598796, + "TN": 1216993, + "TP": 9010, + "n_pred": 9440, + "n_ref": 9201 + }, + "9": { + "Dice": 0.914367990300091, + "FN": 422, + "FP": 708, + "IoU": 0.8422448694681, + "TN": 1219461, + "TP": 6033, + "n_pred": 6741, + "n_ref": 6455 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__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": 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": 0.9695638914303141, + "FN": 1308, + "FP": 1686, + "IoU": 0.9409257724635965, + "TN": 1000710, + "TP": 47688, + "n_pred": 49374, + "n_ref": 48996 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8903044896217501, + "FN": 5488, + "FP": 1710, + "IoU": 0.8022961986376621, + "TN": 1014984, + "TP": 29210, + "n_pred": 30920, + "n_ref": 34698 + }, + "5": { + "Dice": 0.6430736142340405, + "FN": 2504, + "FP": 1147, + "IoU": 0.4739193083573487, + "TN": 1044452, + "TP": 3289, + "n_pred": 4436, + "n_ref": 5793 + }, + "6": { + "Dice": 0.9708965884603279, + "FN": 2281, + "FP": 2527, + "IoU": 0.9434392866385902, + "TN": 966386, + "TP": 80198, + "n_pred": 82725, + "n_ref": 82479 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2845, + "IoU": 0.0, + "TN": 1048547, + "TP": 0, + "n_pred": 2845, + "n_ref": 0 + }, + "8": { + "Dice": 0.9336973652083195, + "FN": 760, + "FP": 2227, + "IoU": 0.8756401182397269, + "TN": 1027373, + "TP": 21032, + "n_pred": 23259, + "n_ref": 21792 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9810892196506926, + "FN": 797, + "FP": 1401, + "IoU": 0.9628803999054277, + "TN": 992178, + "TP": 57016, + "n_pred": 58417, + "n_ref": 57813 + }, + "10": { + "Dice": 0.2695035460992908, + "FN": 309, + "FP": 0, + "IoU": 0.1557377049180328, + "TN": 1051026, + "TP": 57, + "n_pred": 57, + "n_ref": 366 + }, + "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": 0.314002828854314, + "FN": 6269, + "FP": 36, + "IoU": 0.18624161073825504, + "TN": 1043644, + "TP": 1443, + "n_pred": 1479, + "n_ref": 7712 + }, + "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": 17, + "IoU": 0.0, + "TN": 1051375, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "3": { + "Dice": 0.9721272309926453, + "FN": 352, + "FP": 838, + "IoU": 0.9457661106553641, + "TN": 1029450, + "TP": 20752, + "n_pred": 21590, + "n_ref": 21104 + }, + "4": { + "Dice": 0.04912478825522304, + "FN": 1174, + "FP": 2194, + "IoU": 0.025180897250361794, + "TN": 1047937, + "TP": 87, + "n_pred": 2281, + "n_ref": 1261 + }, + "5": { + "Dice": 0.7246402401341926, + "FN": 2948, + "FP": 171, + "IoU": 0.5681849646961097, + "TN": 1044169, + "TP": 4104, + "n_pred": 4275, + "n_ref": 7052 + }, + "6": { + "Dice": 0.9785423165588181, + "FN": 814, + "FP": 3719, + "IoU": 0.957986152947828, + "TN": 943499, + "TP": 103360, + "n_pred": 107079, + "n_ref": 104174 + }, + "7": { + "Dice": 0.6608438922376676, + "FN": 394, + "FP": 2363, + "IoU": 0.49347786147345213, + "TN": 1045949, + "TP": 2686, + "n_pred": 5049, + "n_ref": 3080 + }, + "8": { + "Dice": 0.9686349580326903, + "FN": 1252, + "FP": 1517, + "IoU": 0.9391776127926899, + "TN": 1005866, + "TP": 42757, + "n_pred": 44274, + "n_ref": 44009 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3973288814691152, + "FN": 343, + "FP": 18, + "IoU": 0.24791666666666667, + "TN": 1226144, + "TP": 119, + "n_pred": 137, + "n_ref": 462 + }, + "11": { + "Dice": 0.21978021978021978, + "FN": 29, + "FP": 42, + "IoU": 0.12345679012345678, + "TN": 1226543, + "TP": 10, + "n_pred": 52, + "n_ref": 39 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6544270944134791, + "FN": 14661, + "FP": 1583, + "IoU": 0.48635573122529646, + "TN": 1194999, + "TP": 15381, + "n_pred": 16964, + "n_ref": 30042 + }, + "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": 0.9474044854343759, + "FN": 1774, + "FP": 3906, + "IoU": 0.9000650984393969, + "TN": 1169787, + "TP": 51157, + "n_pred": 55063, + "n_ref": 52931 + }, + "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": 5, + "IoU": 0.0, + "TN": 1226619, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9733611880449139, + "FN": 2849, + "FP": 4432, + "IoU": 0.9481048024974698, + "TN": 1086322, + "TP": 133021, + "n_pred": 137453, + "n_ref": 135870 + }, + "7": { + "Dice": 0.0009028122601904934, + "FN": 18770, + "FP": 3363, + "IoU": 0.00045160998961297024, + "TN": 1204481, + "TP": 10, + "n_pred": 3373, + "n_ref": 18780 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7317880794701986, + "FN": 53, + "FP": 109, + "IoU": 0.577023498694517, + "TN": 1226241, + "TP": 221, + "n_pred": 330, + "n_ref": 274 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8678581892762965, + "FN": 33, + "FP": 418, + "IoU": 0.7665631469979296, + "TN": 1049460, + "TP": 1481, + "n_pred": 1899, + "n_ref": 1514 + }, + "10": { + "Dice": 0.8785732836983811, + "FN": 3425, + "FP": 3588, + "IoU": 0.7834424407114624, + "TN": 1019008, + "TP": 25371, + "n_pred": 28959, + "n_ref": 28796 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6797941373909152, + "FN": 1066, + "FP": 365, + "IoU": 0.5149152542372881, + "TN": 1048442, + "TP": 1519, + "n_pred": 1884, + "n_ref": 2585 + }, + "13": { + "Dice": 0.8447626033946324, + "FN": 2687, + "FP": 3450, + "IoU": 0.7312458944602583, + "TN": 1028557, + "TP": 16698, + "n_pred": 20148, + "n_ref": 19385 + }, + "14": { + "Dice": 0.9549391144946784, + "FN": 2357, + "FP": 2461, + "IoU": 0.9137640952210488, + "TN": 995522, + "TP": 51052, + "n_pred": 53513, + "n_ref": 53409 + }, + "15": { + "Dice": 0.0, + "FN": 13508, + "FP": 0, + "IoU": 0.0, + "TN": 1037884, + "TP": 0, + "n_pred": 0, + "n_ref": 13508 + }, + "2": { + "Dice": 0.9640667352766383, + "FN": 1143, + "FP": 1336, + "IoU": 0.9306262942855543, + "TN": 1015658, + "TP": 33255, + "n_pred": 34591, + "n_ref": 34398 + }, + "3": { + "Dice": 0.8895093737534903, + "FN": 100, + "FP": 177, + "IoU": 0.8010057471264368, + "TN": 1050000, + "TP": 1115, + "n_pred": 1292, + "n_ref": 1215 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.1894150417827298, + "FN": 476, + "FP": 397, + "IoU": 0.10461538461538461, + "TN": 1050417, + "TP": 102, + "n_pred": 499, + "n_ref": 578 + }, + "6": { + "Dice": 0.9593385048162987, + "FN": 121, + "FP": 356, + "IoU": 0.9218545216251638, + "TN": 1045288, + "TP": 5627, + "n_pred": 5983, + "n_ref": 5748 + }, + "7": { + "Dice": 0.812340501617334, + "FN": 641, + "FP": 10904, + "IoU": 0.6839843429228369, + "TN": 1014859, + "TP": 24988, + "n_pred": 35892, + "n_ref": 25629 + }, + "8": { + "Dice": 0.9690180102915952, + "FN": 270, + "FP": 308, + "IoU": 0.9398980971196839, + "TN": 1041775, + "TP": 9039, + "n_pred": 9347, + "n_ref": 9309 + }, + "9": { + "Dice": 0.9137074517019319, + "FN": 458, + "FP": 480, + "IoU": 0.8411246612466124, + "TN": 1045488, + "TP": 4966, + "n_pred": 5446, + "n_ref": 5424 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.8127006880733945, + "FN": 9608, + "FP": 3458, + "IoU": 0.6844952068191148, + "TN": 1185211, + "TP": 28347, + "n_pred": 31805, + "n_ref": 37955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6104676104676104, + "FN": 1378, + "FP": 438, + "IoU": 0.4393331275084903, + "TN": 1223385, + "TP": 1423, + "n_pred": 1861, + "n_ref": 2801 + }, + "13": { + "Dice": 0.6704827323029956, + "FN": 1693, + "FP": 34, + "IoU": 0.5043053960964409, + "TN": 1223140, + "TP": 1757, + "n_pred": 1791, + "n_ref": 3450 + }, + "14": { + "Dice": 0.8796447473241681, + "FN": 6953, + "FP": 8306, + "IoU": 0.7851480548006927, + "TN": 1155603, + "TP": 55762, + "n_pred": 64068, + "n_ref": 62715 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2821, + "IoU": 0.0, + "TN": 1223803, + "TP": 0, + "n_pred": 2821, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 1226607, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "3": { + "Dice": 0.9328873092201547, + "FN": 142, + "FP": 500, + "IoU": 0.8742163009404389, + "TN": 1221520, + "TP": 4462, + "n_pred": 4962, + "n_ref": 4604 + }, + "4": { + "Dice": 0.9312101910828026, + "FN": 127, + "FP": 521, + "IoU": 0.8712753277711561, + "TN": 1221590, + "TP": 4386, + "n_pred": 4907, + "n_ref": 4513 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9855609839151347, + "FN": 593, + "FP": 2460, + "IoU": 0.9715330032541702, + "TN": 1119377, + "TP": 104194, + "n_pred": 106654, + "n_ref": 104787 + }, + "7": { + "Dice": 0.19566189624329158, + "FN": 15, + "FP": 7179, + "IoU": 0.10843970752261742, + "TN": 1218555, + "TP": 875, + "n_pred": 8054, + "n_ref": 890 + }, + "8": { + "Dice": 0.9440673364105349, + "FN": 298, + "FP": 114, + "IoU": 0.8940601697094369, + "TN": 1222735, + "TP": 3477, + "n_pred": 3591, + "n_ref": 3775 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9573394319590132, + "FN": 1249, + "FP": 2090, + "IoU": 0.9181697872757573, + "TN": 1361052, + "TP": 37465, + "n_pred": 39555, + "n_ref": 38714 + }, + "10": { + "Dice": 0.5075493612078978, + "FN": 837, + "FP": 11, + "IoU": 0.34007782101167316, + "TN": 1400571, + "TP": 437, + "n_pred": 448, + "n_ref": 1274 + }, + "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": 0.9207231900482302, + "FN": 1195, + "FP": 4821, + "IoU": 0.8530927205684843, + "TN": 1360905, + "TP": 34935, + "n_pred": 39756, + "n_ref": 36130 + }, + "15": { + "Dice": 0.50187265917603, + "FN": 214, + "FP": 185, + "IoU": 0.335, + "TN": 1401256, + "TP": 201, + "n_pred": 386, + "n_ref": 415 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 873, + "IoU": 0.0, + "TN": 1400983, + "TP": 0, + "n_pred": 873, + "n_ref": 0 + }, + "3": { + "Dice": 0.6735067790399414, + "FN": 30, + "FP": 861, + "IoU": 0.5077348066298343, + "TN": 1400046, + "TP": 919, + "n_pred": 1780, + "n_ref": 949 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.017543859649122806, + "FN": 9184, + "FP": 0, + "IoU": 0.008849557522123894, + "TN": 1392590, + "TP": 82, + "n_pred": 82, + "n_ref": 9266 + }, + "6": { + "Dice": 0.848643216080402, + "FN": 40, + "FP": 713, + "IoU": 0.7370810055865922, + "TN": 1398992, + "TP": 2111, + "n_pred": 2824, + "n_ref": 2151 + }, + "7": { + "Dice": 0.9635831851809371, + "FN": 1222, + "FP": 683, + "IoU": 0.9297255422753431, + "TN": 1374748, + "TP": 25203, + "n_pred": 25886, + "n_ref": 26425 + }, + "8": { + "Dice": 0.8550512445095169, + "FN": 234, + "FP": 261, + "IoU": 0.7468030690537084, + "TN": 1399901, + "TP": 1460, + "n_pred": 1721, + "n_ref": 1694 + }, + "9": { + "Dice": 0.8798409659843911, + "FN": 993, + "FP": 639, + "IoU": 0.7854607598264756, + "TN": 1394249, + "TP": 5975, + "n_pred": 6614, + "n_ref": 6968 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9347826086956522, + "FN": 27, + "FP": 117, + "IoU": 0.8775510204081632, + "TN": 1050216, + "TP": 1032, + "n_pred": 1149, + "n_ref": 1059 + }, + "10": { + "Dice": 0.7722177448897355, + "FN": 7066, + "FP": 2261, + "IoU": 0.628953335720253, + "TN": 1026255, + "TP": 15810, + "n_pred": 18071, + "n_ref": 22876 + }, + "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": 0.614980169282903, + "FN": 21214, + "FP": 4123, + "IoU": 0.44402264548406917, + "TN": 1005820, + "TP": 20235, + "n_pred": 24358, + "n_ref": 41449 + }, + "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": 0.0, + "FN": 0, + "FP": 20896, + "IoU": 0.0, + "TN": 1030496, + "TP": 0, + "n_pred": 20896, + "n_ref": 0 + }, + "3": { + "Dice": 0.5190049137342176, + "FN": 21702, + "FP": 127, + "IoU": 0.3504433732071654, + "TN": 1017786, + "TP": 11777, + "n_pred": 11904, + "n_ref": 33479 + }, + "4": { + "Dice": 0.7551560021152829, + "FN": 1702, + "FP": 150, + "IoU": 0.6066270178419712, + "TN": 1046684, + "TP": 2856, + "n_pred": 3006, + "n_ref": 4558 + }, + "5": { + "Dice": 0.8406096361848574, + "FN": 2960, + "FP": 282, + "IoU": 0.7250445254855398, + "TN": 1039601, + "TP": 8549, + "n_pred": 8831, + "n_ref": 11509 + }, + "6": { + "Dice": 0.7982576873876646, + "FN": 2948, + "FP": 9511, + "IoU": 0.6642502964320363, + "TN": 1014284, + "TP": 24649, + "n_pred": 34160, + "n_ref": 27597 + }, + "7": { + "Dice": 0.5045309928688975, + "FN": 29802, + "FP": 15360, + "IoU": 0.33737308527495746, + "TN": 983236, + "TP": 22994, + "n_pred": 38354, + "n_ref": 52796 + }, + "8": { + "Dice": 0.9767154973014649, + "FN": 385, + "FP": 370, + "IoU": 0.9544906570223026, + "TN": 1034802, + "TP": 15835, + "n_pred": 16205, + "n_ref": 16220 + }, + "9": { + "Dice": 0.2836013414739015, + "FN": 145, + "FP": 8186, + "IoU": 0.16523046092184368, + "TN": 1041412, + "TP": 1649, + "n_pred": 9835, + "n_ref": 1794 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9724968322080275, + "FN": 6906, + "FP": 2080, + "IoU": 0.9464660184920408, + "TN": 1234000, + "TP": 158870, + "n_pred": 160950, + "n_ref": 165776 + }, + "10": { + "Dice": 0.6509703625695803, + "FN": 8217, + "FP": 1063, + "IoU": 0.48254711720753873, + "TN": 1383922, + "TP": 8654, + "n_pred": 9717, + "n_ref": 16871 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 296, + "IoU": 0.0, + "TN": 1401560, + "TP": 0, + "n_pred": 296, + "n_ref": 0 + }, + "12": { + "Dice": 0.4140166092768888, + "FN": 2717, + "FP": 176, + "IoU": 0.2610472541507024, + "TN": 1397941, + "TP": 1022, + "n_pred": 1198, + "n_ref": 3739 + }, + "13": { + "Dice": 0.5284450063211125, + "FN": 5134, + "FP": 461, + "IoU": 0.359106529209622, + "TN": 1393126, + "TP": 3135, + "n_pred": 3596, + "n_ref": 8269 + }, + "14": { + "Dice": 0.9289691893662528, + "FN": 9869, + "FP": 1190, + "IoU": 0.8673599117251967, + "TN": 1318480, + "TP": 72317, + "n_pred": 73507, + "n_ref": 82186 + }, + "15": { + "Dice": 0.31826976229961307, + "FN": 9747, + "FP": 119, + "IoU": 0.18925137644835238, + "TN": 1389687, + "TP": 2303, + "n_pred": 2422, + "n_ref": 12050 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 1401844, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "3": { + "Dice": 0.8315789473684211, + "FN": 488, + "FP": 1112, + "IoU": 0.7117117117117117, + "TN": 1396306, + "TP": 3950, + "n_pred": 5062, + "n_ref": 4438 + }, + "4": { + "Dice": 0.16127407780435604, + "FN": 19716, + "FP": 6932, + "IoU": 0.08770968846285519, + "TN": 1372646, + "TP": 2562, + "n_pred": 9494, + "n_ref": 22278 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.49792550012805553, + "FN": 88018, + "FP": 199, + "IoU": 0.3314918801767189, + "TN": 1269895, + "TP": 43744, + "n_pred": 43943, + "n_ref": 131762 + }, + "7": { + "Dice": 0.0, + "FN": 2464, + "FP": 21566, + "IoU": 0.0, + "TN": 1377826, + "TP": 0, + "n_pred": 21566, + "n_ref": 2464 + }, + "8": { + "Dice": 0.8044769301050708, + "FN": 397, + "FP": 2171, + "IoU": 0.672907909820405, + "TN": 1394005, + "TP": 5283, + "n_pred": 7454, + "n_ref": 5680 + }, + "9": { + "Dice": 0.2064367816091954, + "FN": 3428, + "FP": 24, + "IoU": 0.11509869264291207, + "TN": 1397955, + "TP": 449, + "n_pred": 473, + "n_ref": 3877 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9735706483786059, + "FN": 502, + "FP": 2450, + "IoU": 0.9485023463531218, + "TN": 1169301, + "TP": 54371, + "n_pred": 56821, + "n_ref": 54873 + }, + "10": { + "Dice": 0.8828586467044857, + "FN": 1452, + "FP": 2554, + "IoU": 0.7902837399225212, + "TN": 1207522, + "TP": 15096, + "n_pred": 17650, + "n_ref": 16548 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8212927756653993, + "FN": 739, + "FP": 248, + "IoU": 0.6967741935483871, + "TN": 1223369, + "TP": 2268, + "n_pred": 2516, + "n_ref": 3007 + }, + "13": { + "Dice": 0.3047637086845345, + "FN": 3434, + "FP": 3907, + "IoU": 0.17977653631284915, + "TN": 1217674, + "TP": 1609, + "n_pred": 5516, + "n_ref": 5043 + }, + "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": 64, + "IoU": 0.0, + "TN": 1226560, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + }, + "3": { + "Dice": 0.9542266519010705, + "FN": 2097, + "FP": 383, + "IoU": 0.9124602894458171, + "TN": 1198294, + "TP": 25850, + "n_pred": 26233, + "n_ref": 27947 + }, + "4": { + "Dice": 0.8557933875992363, + "FN": 18, + "FP": 1417, + "IoU": 0.7479360618303179, + "TN": 1220931, + "TP": 4258, + "n_pred": 5675, + "n_ref": 4276 + }, + "5": { + "Dice": 0.8324545987111892, + "FN": 1567, + "FP": 149, + "IoU": 0.7129954841946814, + "TN": 1220645, + "TP": 4263, + "n_pred": 4412, + "n_ref": 5830 + }, + "6": { + "Dice": 0.9262557077625571, + "FN": 3030, + "FP": 4076, + "IoU": 0.8626408675313629, + "TN": 1174891, + "TP": 44627, + "n_pred": 48703, + "n_ref": 47657 + }, + "7": { + "Dice": 0.9334420486803164, + "FN": 4804, + "FP": 1808, + "IoU": 0.8751911206750099, + "TN": 1173647, + "TP": 46365, + "n_pred": 48173, + "n_ref": 51169 + }, + "8": { + "Dice": 0.9337196451506915, + "FN": 346, + "FP": 1873, + "IoU": 0.875679309765253, + "TN": 1208775, + "TP": 15630, + "n_pred": 17503, + "n_ref": 15976 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/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": 0.7343062122941464, + "FN": 4373, + "FP": 2145, + "IoU": 0.5801610305958133, + "TN": 1211099, + "TP": 9007, + "n_pred": 11152, + "n_ref": 13380 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 1226597, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "12": { + "Dice": 0.6987160346372051, + "FN": 558, + "FP": 451, + "IoU": 0.5369435520881138, + "TN": 1224445, + "TP": 1170, + "n_pred": 1621, + "n_ref": 1728 + }, + "13": { + "Dice": 0.8252681922348799, + "FN": 3714, + "FP": 1547, + "IoU": 0.70251625671473, + "TN": 1208939, + "TP": 12424, + "n_pred": 13971, + "n_ref": 16138 + }, + "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": 826, + "IoU": 0.0, + "TN": 1225798, + "TP": 0, + "n_pred": 826, + "n_ref": 0 + }, + "3": { + "Dice": 0.702067909114118, + "FN": 1157, + "FP": 10, + "IoU": 0.540912667191188, + "TN": 1224082, + "TP": 1375, + "n_pred": 1385, + "n_ref": 2532 + }, + "4": { + "Dice": 0.4939088061260007, + "FN": 1289, + "FP": 1619, + "IoU": 0.3279408366073492, + "TN": 1222297, + "TP": 1419, + "n_pred": 3038, + "n_ref": 2708 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8678315435043237, + "FN": 2252, + "FP": 23655, + "IoU": 0.7665215706419373, + "TN": 1115663, + "TP": 85054, + "n_pred": 108709, + "n_ref": 87306 + }, + "7": { + "Dice": 0.5603167757870389, + "FN": 22132, + "FP": 298, + "IoU": 0.38919448831762976, + "TN": 1189902, + "TP": 14292, + "n_pred": 14590, + "n_ref": 36424 + }, + "8": { + "Dice": 0.9306050798178727, + "FN": 109, + "FP": 1156, + "IoU": 0.8702164768646763, + "TN": 1216877, + "TP": 8482, + "n_pred": 9638, + "n_ref": 8591 + }, + "9": { + "Dice": 0.8194092827004219, + "FN": 205, + "FP": 223, + "IoU": 0.6940671908506075, + "TN": 1225225, + "TP": 971, + "n_pred": 1194, + "n_ref": 1176 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7214799588900308, + "FN": 1, + "FP": 270, + "IoU": 0.5643086816720257, + "TN": 1226002, + "TP": 351, + "n_pred": 621, + "n_ref": 352 + }, + "10": { + "Dice": 0.9015096635855234, + "FN": 1476, + "FP": 1923, + "IoU": 0.8206805592192034, + "TN": 1207669, + "TP": 15556, + "n_pred": 17479, + "n_ref": 17032 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7782281412854661, + "FN": 1005, + "FP": 144, + "IoU": 0.6369668246445498, + "TN": 1223459, + "TP": 2016, + "n_pred": 2160, + "n_ref": 3021 + }, + "13": { + "Dice": 0.9100611235082954, + "FN": 90, + "FP": 837, + "IoU": 0.8349652839594089, + "TN": 1221007, + "TP": 4690, + "n_pred": 5527, + "n_ref": 4780 + }, + "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": 0.953765577027271, + "FN": 118, + "FP": 394, + "IoU": 0.9116174693595719, + "TN": 1220831, + "TP": 5281, + "n_pred": 5675, + "n_ref": 5399 + }, + "3": { + "Dice": 0.9557409950353861, + "FN": 385, + "FP": 34, + "IoU": 0.9152336637669432, + "TN": 1221681, + "TP": 4524, + "n_pred": 4558, + "n_ref": 4909 + }, + "4": { + "Dice": 0.2353870458135861, + "FN": 56, + "FP": 912, + "IoU": 0.13339301700984782, + "TN": 1225507, + "TP": 149, + "n_pred": 1061, + "n_ref": 205 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9866686364723594, + "FN": 1051, + "FP": 2739, + "IoU": 0.9736880471532411, + "TN": 1082583, + "TP": 140251, + "n_pred": 142990, + "n_ref": 141302 + }, + "7": { + "Dice": 0.9656161179163418, + "FN": 1060, + "FP": 307, + "IoU": 0.9335181402587297, + "TN": 1206062, + "TP": 19195, + "n_pred": 19502, + "n_ref": 20255 + }, + "8": { + "Dice": 0.9666433969708926, + "FN": 488, + "FP": 611, + "IoU": 0.9354402866709746, + "TN": 1209601, + "TP": 15924, + "n_pred": 16535, + "n_ref": 16412 + }, + "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_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683849/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset080_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12345/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.634958034231829, + "FN": 1894.7137777777778, + "FP": 1688.8986666666667, + "IoU": 0.5526754550943593, + "TN": 1152842.150222222, + "TP": 11787.570666666667, + "n_pred": 13476.469333333336, + "n_ref": 13682.284444444444 + }, + "mean": { + "1": { + "Dice": 0.7233527687806105, + "FN": 1274.6733333333334, + "FP": 1377.0933333333335, + "IoU": 0.6740216378120035, + "TN": 1149991.4533333336, + "TP": 15570.113333333333, + "n_pred": 16947.206666666665, + "n_ref": 16844.786666666663 + }, + "10": { + "Dice": 0.5892677913971722, + "FN": 2584.0933333333332, + "FP": 2366.54, + "IoU": 0.48558797326636266, + "TN": 1155148.3266666664, + "TP": 8114.373333333332, + "n_pred": 10480.913333333334, + "n_ref": 10698.466666666665 + }, + "11": { + "Dice": 0.5091704608077543, + "FN": 185.2533333333333, + "FP": 167.77333333333337, + "IoU": 0.3946127553665443, + "TN": 1167457.6333333333, + "TP": 402.67333333333335, + "n_pred": 570.4466666666667, + "n_ref": 587.9266666666666 + }, + "12": { + "Dice": 0.4375911531152353, + "FN": 288.14, + "FP": 146.94, + "IoU": 0.3426143199119444, + "TN": 1167305.8333333333, + "TP": 472.41999999999996, + "n_pred": 619.36, + "n_ref": 760.56 + }, + "13": { + "Dice": 0.5399624915295655, + "FN": 2885.213333333334, + "FP": 2071.166666666667, + "IoU": 0.42689604743134985, + "TN": 1157842.9733333334, + "TP": 5413.9800000000005, + "n_pred": 7485.146666666667, + "n_ref": 8299.193333333333 + }, + "14": { + "Dice": 0.635423914236869, + "FN": 3412.0066666666667, + "FP": 2819.9666666666662, + "IoU": 0.5614671775939355, + "TN": 1149510.6600000001, + "TP": 12470.7, + "n_pred": 15290.666666666666, + "n_ref": 15882.706666666665 + }, + "15": { + "Dice": 0.5101434661795555, + "FN": 2230.8399999999997, + "FP": 1573.5733333333333, + "IoU": 0.4159583445761047, + "TN": 1159517.9133333333, + "TP": 4891.006666666666, + "n_pred": 6464.58, + "n_ref": 7121.846666666666 + }, + "2": { + "Dice": 0.6165310065706227, + "FN": 1757.3333333333333, + "FP": 1483.5933333333335, + "IoU": 0.5674440945419335, + "TN": 1153554.1666666667, + "TP": 11418.24, + "n_pred": 12901.833333333334, + "n_ref": 13175.573333333334 + }, + "3": { + "Dice": 0.716763099979753, + "FN": 1562.1933333333334, + "FP": 1535.7933333333335, + "IoU": 0.6611221307017633, + "TN": 1152411.7066666665, + "TP": 12703.640000000001, + "n_pred": 14239.433333333334, + "n_ref": 14265.833333333334 + }, + "4": { + "Dice": 0.5179531612841785, + "FN": 859.2333333333332, + "FP": 698.64, + "IoU": 0.4416924110598134, + "TN": 1163443.02, + "TP": 3212.4399999999996, + "n_pred": 3911.0800000000004, + "n_ref": 4071.673333333333 + }, + "5": { + "Dice": 0.5983326865383314, + "FN": 608.9933333333333, + "FP": 357.85333333333335, + "IoU": 0.4818354209551946, + "TN": 1165923.1933333331, + "TP": 1323.2933333333333, + "n_pred": 1681.1466666666668, + "n_ref": 1932.2866666666664 + }, + "6": { + "Dice": 0.8476178509545079, + "FN": 3715.9, + "FP": 5492.68, + "IoU": 0.7897616118778219, + "TN": 1095292.7, + "TP": 63712.05333333333, + "n_pred": 69204.73333333332, + "n_ref": 67427.95333333334 + }, + "7": { + "Dice": 0.618758423767329, + "FN": 5148.086666666667, + "FP": 3366.586666666667, + "IoU": 0.5372425983126474, + "TN": 1141517.76, + "TP": 18180.9, + "n_pred": 21547.486666666668, + "n_ref": 23328.986666666664 + }, + "8": { + "Dice": 0.9057339675474261, + "FN": 852.3866666666667, + "FP": 681.9866666666667, + "IoU": 0.842654789881621, + "TN": 1155863.3599999999, + "TP": 10815.599999999999, + "n_pred": 11497.586666666666, + "n_ref": 11667.986666666668 + }, + "9": { + "Dice": 0.757768270788523, + "FN": 1056.3600000000001, + "FP": 1193.2933333333335, + "IoU": 0.6672205131263494, + "TN": 1157851.5533333335, + "TP": 8112.126666666666, + "n_pred": 9305.419999999998, + "n_ref": 9168.486666666668 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/loop_000/summary.json b/nnActive_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/loop_000/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..14b6957c0840f973efd8bd27e8880efa0622f07a --- /dev/null +++ b/nnActive_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/loop_000/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.6750529594309259, + "FN": 42682.155999999995, + "FP": 35940.252, + "IoU": 0.5512048311033646, + "TN": 96234430.05733332, + "TP": 143908.3746666667, + "n_pred": 179848.62666666665, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.7912653869382196, + "FN": 40376.08, + "FP": 34192.36, + "IoU": 0.6863438364180037, + "TN": 96228480.34, + "TP": 153912.06, + "n_pred": 188104.42, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.649154466011667, + "FN": 26024.02, + "FP": 19900.7, + "IoU": 0.507940186456264, + "TN": 96362837.58, + "TP": 48198.54, + "n_pred": 68099.24, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.66412419951226, + "FN": 1459.94, + "FP": 548.36, + "IoU": 0.5182981595111497, + "TN": 96452712.1, + "TP": 2240.44, + "n_pred": 2788.8, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.6090275224173096, + "FN": 1984.42, + "FP": 664.74, + "IoU": 0.46308231068437705, + "TN": 96452059.44, + "TP": 2252.24, + "n_pred": 2916.98, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.5246846026956842, + "FN": 30615.8, + "FP": 14647.88, + "IoU": 0.38238015204613723, + "TN": 96384454.82, + "TP": 27242.34, + "n_pred": 41890.22, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6462649121880637, + "FN": 68576.66, + "FP": 23431.36, + "IoU": 0.5247090661986866, + "TN": 96295171.34, + "TP": 69781.48, + "n_pred": 93212.84, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.586256503114447, + "FN": 31285.34, + "FP": 6972.64, + "IoU": 0.4591600877044414, + "TN": 96395941.16, + "TP": 22761.7, + "n_pred": 29734.34, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.613373365960639, + "FN": 57812.24, + "FP": 51892.14, + "IoU": 0.46908253202825795, + "TN": 96248227.0, + "TP": 99029.46, + "n_pred": 150921.6, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.5837366766588239, + "FN": 60983.88, + "FP": 58520.88, + "IoU": 0.44124523637459573, + "TN": 96235037.38, + "TP": 102418.7, + "n_pred": 160939.58, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.5992712583208312, + "FN": 10658.82, + "FP": 4072.76, + "IoU": 0.49925717837601463, + "TN": 96426310.58, + "TP": 15918.68, + "n_pred": 19991.44, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.6114613182746187, + "FN": 10317.62, + "FP": 1425.2, + "IoU": 0.4781133734875934, + "TN": 96438383.48, + "TP": 6834.54, + "n_pred": 8259.74, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8796683496272246, + "FN": 110361.34, + "FP": 253369.34, + "IoU": 0.79712438479399, + "TN": 94844367.88, + "TP": 1248862.28, + "n_pred": 1502231.62, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.6444652499643688, + "FN": 150606.44, + "FP": 54547.1, + "IoU": 0.5065909890861058, + "TN": 96063489.08, + "TP": 188318.22, + "n_pred": 242865.32, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9026237521638731, + "FN": 22912.44, + "FP": 6228.62, + "IoU": 0.8280196237789883, + "TN": 96318363.04, + "TP": 109456.74, + "n_pred": 115685.36, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8204168276158574, + "FN": 16257.3, + "FP": 8689.7, + "IoU": 0.7067253496058651, + "TN": 96370615.64, + "TP": 61398.2, + "n_pred": 70087.9, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8799242101464168, + "FN": 4918, + "FP": 19037, + "IoU": 0.7855934554762949, + "TN": 119481593, + "TP": 87772, + "n_pred": 106809, + "n_ref": 92690 + }, + "10": { + "Dice": 0.622108976871815, + "FN": 24551, + "FP": 37145, + "IoU": 0.4514935988620199, + "TN": 119480840, + "TP": 50784, + "n_pred": 87929, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7626094835397161, + "FN": 1021, + "FP": 551, + "IoU": 0.6163046131315597, + "TN": 119589223, + "TP": 2525, + "n_pred": 3076, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7524015369836695, + "FN": 1332, + "FP": 730, + "IoU": 0.6030798845043311, + "TN": 119588125, + "TP": 3133, + "n_pred": 3863, + "n_ref": 4465 + }, + "13": { + "Dice": 0.36041980167457655, + "FN": 34075, + "FP": 32229, + "IoU": 0.2198244416727461, + "TN": 119508334, + "TP": 18682, + "n_pred": 50911, + "n_ref": 52757 + }, + "14": { + "Dice": 0.40679232381302116, + "FN": 183235, + "FP": 4151, + "IoU": 0.25532912619815923, + "TN": 119341684, + "TP": 64250, + "n_pred": 68401, + "n_ref": 247485 + }, + "15": { + "Dice": 0.12394643560456872, + "FN": 26569, + "FP": 62403, + "IoU": 0.06606764218084102, + "TN": 119498054, + "TP": 6294, + "n_pred": 68697, + "n_ref": 32863 + }, + "2": { + "Dice": 0.7936704587155964, + "FN": 5626, + "FP": 64655, + "IoU": 0.6579217631283067, + "TN": 119387867, + "TP": 135172, + "n_pred": 199827, + "n_ref": 140798 + }, + "3": { + "Dice": 0.7347365890563022, + "FN": 66462, + "FP": 8572, + "IoU": 0.5806985191394244, + "TN": 119414370, + "TP": 103916, + "n_pred": 112488, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7237096545977644, + "FN": 31671, + "FP": 3477, + "IoU": 0.5670415491309543, + "TN": 119512139, + "TP": 46033, + "n_pred": 49510, + "n_ref": 77704 + }, + "5": { + "Dice": 0.00019505942346007552, + "FN": 64257, + "FP": 7502, + "IoU": 9.753922470250537e-05, + "TN": 119521554, + "TP": 7, + "n_pred": 7509, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9451866560071939, + "FN": 40442, + "FP": 91953, + "IoU": 0.8960700595892729, + "TN": 118319433, + "TP": 1141492, + "n_pred": 1233445, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 88113, + "IoU": 0.0, + "TN": 119505207, + "TP": 0, + "n_pred": 88113, + "n_ref": 0 + }, + "8": { + "Dice": 0.8291522876652375, + "FN": 72426, + "FP": 15796, + "IoU": 0.7081640754217664, + "TN": 119291020, + "TP": 214078, + "n_pred": 229874, + "n_ref": 286504 + }, + "9": { + "Dice": 0.7597987597987598, + "FN": 27829, + "FP": 2966, + "IoU": 0.6126415094339622, + "TN": 119513820, + "TP": 48705, + "n_pred": 51671, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8490374509753659, + "FN": 22954, + "FP": 35938, + "IoU": 0.7376760014432007, + "TN": 72601159, + "TP": 165609, + "n_pred": 201547, + "n_ref": 188563 + }, + "10": { + "Dice": 0.660670694198929, + "FN": 17435, + "FP": 34970, + "IoU": 0.493284729406987, + "TN": 72722239, + "TP": 51016, + "n_pred": 85986, + "n_ref": 68451 + }, + "11": { + "Dice": 0.7090155849279937, + "FN": 450, + "FP": 1025, + "IoU": 0.5492053789731052, + "TN": 72822388, + "TP": 1797, + "n_pred": 2822, + "n_ref": 2247 + }, + "12": { + "Dice": 0.7107580728716975, + "FN": 816, + "FP": 859, + "IoU": 0.5512992231449236, + "TN": 72821927, + "TP": 2058, + "n_pred": 2917, + "n_ref": 2874 + }, + "13": { + "Dice": 0.6141381745072462, + "FN": 24524, + "FP": 7719, + "IoU": 0.4431453144969086, + "TN": 72767758, + "TP": 25659, + "n_pred": 33378, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8920715517742592, + "FN": 7843, + "FP": 8864, + "IoU": 0.8051707248810523, + "TN": 72739908, + "TP": 69045, + "n_pred": 77909, + "n_ref": 76888 + }, + "15": { + "Dice": 0.5408065963652681, + "FN": 23198, + "FP": 9548, + "IoU": 0.3706202310250053, + "TN": 72773631, + "TP": 19283, + "n_pred": 28831, + "n_ref": 42481 + }, + "2": { + "Dice": 0.7294894442674698, + "FN": 9893, + "FP": 83517, + "IoU": 0.5741703136396791, + "TN": 72606300, + "TP": 125950, + "n_pred": 209467, + "n_ref": 135843 + }, + "3": { + "Dice": 0.4892450980960721, + "FN": 84966, + "FP": 3105, + "IoU": 0.32384147652243345, + "TN": 72695408, + "TP": 42181, + "n_pred": 45286, + "n_ref": 127147 + }, + "4": { + "Dice": 0.7577335613244209, + "FN": 7512, + "FP": 4956, + "IoU": 0.6099605831195646, + "TN": 72793694, + "TP": 19498, + "n_pred": 24454, + "n_ref": 27010 + }, + "5": { + "Dice": 0.8008744038155803, + "FN": 2594, + "FP": 412, + "IoU": 0.6678820019887305, + "TN": 72816609, + "TP": 6045, + "n_pred": 6457, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9421970948394781, + "FN": 42219, + "FP": 100794, + "IoU": 0.8907113889014131, + "TN": 71517079, + "TP": 1165568, + "n_pred": 1266362, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.7124741632029973, + "FN": 80664, + "FP": 47036, + "IoU": 0.5533668861942452, + "TN": 72539743, + "TP": 158217, + "n_pred": 205253, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9242971817771136, + "FN": 4997, + "FP": 3717, + "IoU": 0.8592495679281549, + "TN": 72763749, + "TP": 53197, + "n_pred": 56914, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8301553911922372, + "FN": 16815, + "FP": 8215, + "IoU": 0.7096287703016241, + "TN": 72739460, + "TP": 61170, + "n_pred": 69385, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.894176261183385, + "FN": 41262, + "FP": 10522, + "IoU": 0.8086064983016894, + "TN": 71538925, + "TP": 218779, + "n_pred": 229301, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8187083391600243, + "FN": 23463, + "FP": 7651, + "IoU": 0.6930619814736261, + "TN": 71708119, + "TP": 70255, + "n_pred": 77906, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6347523604439291, + "FN": 1453, + "FP": 752, + "IoU": 0.46493569521960687, + "TN": 71805367, + "TP": 1916, + "n_pred": 2668, + "n_ref": 3369 + }, + "12": { + "Dice": 0.5378634572371924, + "FN": 3984, + "FP": 355, + "IoU": 0.36786130536130535, + "TN": 71802624, + "TP": 2525, + "n_pred": 2880, + "n_ref": 6509 + }, + "13": { + "Dice": 0.6827485380116959, + "FN": 24206, + "FP": 12684, + "IoU": 0.5183129855715871, + "TN": 71732903, + "TP": 39695, + "n_pred": 52379, + "n_ref": 63901 + }, + "14": { + "Dice": 0.2172318785656489, + "FN": 458544, + "FP": 0, + "IoU": 0.121850887927518, + "TN": 71287317, + "TP": 63627, + "n_pred": 63627, + "n_ref": 522171 + }, + "15": { + "Dice": 0.04738255686393186, + "FN": 176279, + "FP": 0, + "IoU": 0.02426617514377598, + "TN": 71628825, + "TP": 4384, + "n_pred": 4384, + "n_ref": 180663 + }, + "2": { + "Dice": 0.6743091402217251, + "FN": 11997, + "FP": 118294, + "IoU": 0.5086473480963012, + "TN": 71544320, + "TP": 134877, + "n_pred": 253171, + "n_ref": 146874 + }, + "3": { + "Dice": 0.46747751647974645, + "FN": 127765, + "FP": 2621, + "IoU": 0.305037949855023, + "TN": 71621872, + "TP": 57230, + "n_pred": 59851, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7636468885672938, + "FN": 783, + "FP": 7383, + "IoU": 0.617660829665699, + "TN": 71788130, + "TP": 13192, + "n_pred": 20575, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8477133427628477, + "FN": 1353, + "FP": 1877, + "IoU": 0.7356792144026186, + "TN": 71797268, + "TP": 8990, + "n_pred": 10867, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9097503154254915, + "FN": 38994, + "FP": 200918, + "IoU": 0.8344421725565915, + "TN": 70360375, + "TP": 1209201, + "n_pred": 1410119, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.860731755038153, + "FN": 37176, + "FP": 26886, + "IoU": 0.7555128117057086, + "TN": 71547462, + "TP": 197964, + "n_pred": 224850, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9361375807708747, + "FN": 6769, + "FP": 3391, + "IoU": 0.8799423345071254, + "TN": 71724862, + "TP": 74466, + "n_pred": 77857, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8561206297404285, + "FN": 17327, + "FP": 6480, + "IoU": 0.7484361131070628, + "TN": 71714852, + "TP": 70829, + "n_pred": 77309, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9064069597276116, + "FN": 29311, + "FP": 8870, + "IoU": 0.8288338772728903, + "TN": 135222446, + "TP": 184883, + "n_pred": 193753, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8132322451633481, + "FN": 18846, + "FP": 11602, + "IoU": 0.6852496976337906, + "TN": 135348773, + "TP": 66289, + "n_pred": 77891, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6714968398335132, + "FN": 1369, + "FP": 762, + "IoU": 0.5054537015548851, + "TN": 135441201, + "TP": 2178, + "n_pred": 2940, + "n_ref": 3547 + }, + "12": { + "Dice": 0.5895953757225434, + "FN": 3162, + "FP": 104, + "IoU": 0.4180327868852459, + "TN": 135439898, + "TP": 2346, + "n_pred": 2450, + "n_ref": 5508 + }, + "13": { + "Dice": 0.6786187226240196, + "FN": 10594, + "FP": 17801, + "IoU": 0.5135676842429849, + "TN": 135387136, + "TP": 29979, + "n_pred": 47780, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8970176148273453, + "FN": 21052, + "FP": 6952, + "IoU": 0.8132655850953876, + "TN": 135295543, + "TP": 121963, + "n_pred": 128915, + "n_ref": 143015 + }, + "15": { + "Dice": 0.5544664762423999, + "FN": 27908, + "FP": 9683, + "IoU": 0.38357220163326883, + "TN": 135384528, + "TP": 23391, + "n_pred": 33074, + "n_ref": 51299 + }, + "2": { + "Dice": 0.7295378315982053, + "FN": 16937, + "FP": 125870, + "IoU": 0.5742302681204142, + "TN": 135110101, + "TP": 192602, + "n_pred": 318472, + "n_ref": 209539 + }, + "3": { + "Dice": 0.5647042735855787, + "FN": 131884, + "FP": 14546, + "IoU": 0.3934410610949791, + "TN": 135204099, + "TP": 94981, + "n_pred": 109527, + "n_ref": 226865 + }, + "4": { + "Dice": 0.865899773116268, + "FN": 4210, + "FP": 5897, + "IoU": 0.7635125649305068, + "TN": 135402772, + "TP": 32631, + "n_pred": 38528, + "n_ref": 36841 + }, + "5": { + "Dice": 0.40196294662549625, + "FN": 20754, + "FP": 938, + "IoU": 0.2515354357877303, + "TN": 135416528, + "TP": 7290, + "n_pred": 8228, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9478793524272188, + "FN": 54604, + "FP": 122208, + "IoU": 0.9009226789854902, + "TN": 133660924, + "TP": 1607774, + "n_pred": 1729982, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.8193048785809072, + "FN": 39369, + "FP": 31030, + "IoU": 0.6939173913043478, + "TN": 135215510, + "TP": 159601, + "n_pred": 190631, + "n_ref": 198970 + }, + "8": { + "Dice": 0.7538871874263791, + "FN": 110427, + "FP": 6577, + "IoU": 0.6049911210441382, + "TN": 135149304, + "TP": 179202, + "n_pred": 185779, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8436264808205197, + "FN": 23225, + "FP": 4508, + "IoU": 0.7295449669403756, + "TN": 135342968, + "TP": 74809, + "n_pred": 79317, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.628209848643524, + "FN": 113747, + "FP": 54884, + "IoU": 0.45794894213398996, + "TN": 105442907, + "TP": 142467, + "n_pred": 197351, + "n_ref": 256214 + }, + "10": { + "Dice": 0.38095508650322435, + "FN": 33665, + "FP": 53499, + "IoU": 0.23529618192026952, + "TN": 105640021, + "TP": 26820, + "n_pred": 80319, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7224870466321244, + "FN": 726, + "FP": 613, + "IoU": 0.5655418559377028, + "TN": 105750923, + "TP": 1743, + "n_pred": 2356, + "n_ref": 2469 + }, + "12": { + "Dice": 0.5744784085395439, + "FN": 2036, + "FP": 1472, + "IoU": 0.4029952348536419, + "TN": 105748129, + "TP": 2368, + "n_pred": 3840, + "n_ref": 4404 + }, + "13": { + "Dice": 0.2519780667965741, + "FN": 67001, + "FP": 15532, + "IoU": 0.14415040338469834, + "TN": 105657571, + "TP": 13901, + "n_pred": 29433, + "n_ref": 80902 + }, + "14": { + "Dice": 0.7376900864548316, + "FN": 69295, + "FP": 21454, + "IoU": 0.584396968239793, + "TN": 105535650, + "TP": 127606, + "n_pred": 149060, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8014393195943735, + "FN": 7107, + "FP": 3212, + "IoU": 0.6686681222707423, + "TN": 105722861, + "TP": 20825, + "n_pred": 24037, + "n_ref": 27932 + }, + "2": { + "Dice": 0.7073569165961823, + "FN": 67587, + "FP": 2995, + "IoU": 0.5472175000801873, + "TN": 105598120, + "TP": 85303, + "n_pred": 88298, + "n_ref": 152890 + }, + "3": { + "Dice": 0.7107392180856215, + "FN": 9990, + "FP": 121442, + "IoU": 0.5512765361793365, + "TN": 105461103, + "TP": 161470, + "n_pred": 282912, + "n_ref": 171460 + }, + "4": { + "Dice": 0.38383019493680215, + "FN": 30438, + "FP": 3004, + "IoU": 0.23749372976423913, + "TN": 105710147, + "TP": 10416, + "n_pred": 13420, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7607862945658121, + "FN": 3328, + "FP": 2355, + "IoU": 0.6139266304347826, + "TN": 105739285, + "TP": 9037, + "n_pred": 11392, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8854940942975342, + "FN": 96628, + "FP": 275787, + "IoU": 0.7945171844911967, + "TN": 103941615, + "TP": 1439975, + "n_pred": 1715762, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.7906269827329723, + "FN": 47820, + "FP": 68998, + "IoU": 0.6537494812970538, + "TN": 105416625, + "TP": 220562, + "n_pred": 289560, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9098826100295493, + "FN": 4144, + "FP": 12599, + "IoU": 0.8346647970217346, + "TN": 105652738, + "TP": 84524, + "n_pred": 97123, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7666431190500219, + "FN": 17832, + "FP": 16853, + "IoU": 0.621590661138992, + "TN": 105662345, + "TP": 56975, + "n_pred": 73828, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8362296653357332, + "FN": 10728, + "FP": 84266, + "IoU": 0.7185521407683716, + "TN": 96800361, + "TP": 242525, + "n_pred": 326791, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8274320999236671, + "FN": 15558, + "FP": 24909, + "IoU": 0.7056581540990522, + "TN": 97000397, + "TP": 97016, + "n_pred": 121925, + "n_ref": 112574 + }, + "11": { + "Dice": 0.6683242168075584, + "FN": 1545, + "FP": 456, + "IoU": 0.5018670649738611, + "TN": 97133863, + "TP": 2016, + "n_pred": 2472, + "n_ref": 3561 + }, + "12": { + "Dice": 0.769262591788189, + "FN": 799, + "FP": 1432, + "IoU": 0.6250420168067227, + "TN": 97131930, + "TP": 3719, + "n_pred": 5151, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7551333678880428, + "FN": 12018, + "FP": 12548, + "IoU": 0.606597806069341, + "TN": 97075435, + "TP": 37879, + "n_pred": 50427, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8699368995148555, + "FN": 58701, + "FP": 2826, + "IoU": 0.7698126760721461, + "TN": 96870589, + "TP": 205764, + "n_pred": 208590, + "n_ref": 264465 + }, + "15": { + "Dice": 0.5797862465855146, + "FN": 11441, + "FP": 4404, + "IoU": 0.4082387212429041, + "TN": 97111104, + "TP": 10931, + "n_pred": 15335, + "n_ref": 22372 + }, + "2": { + "Dice": 0.4076622948208984, + "FN": 102165, + "FP": 1981, + "IoU": 0.2560149731397874, + "TN": 96997896, + "TP": 35838, + "n_pred": 37819, + "n_ref": 138003 + }, + "3": { + "Dice": 0.7220420271940667, + "FN": 12430, + "FP": 100004, + "IoU": 0.5649966920341862, + "TN": 96879413, + "TP": 146033, + "n_pred": 246037, + "n_ref": 158463 + }, + "4": { + "Dice": 0.8677857480974402, + "FN": 3664, + "FP": 3598, + "IoU": 0.7664501189940182, + "TN": 97106786, + "TP": 23832, + "n_pred": 27430, + "n_ref": 27496 + }, + "5": { + "Dice": 0.7844925883694412, + "FN": 3625, + "FP": 2423, + "IoU": 0.6454033771106942, + "TN": 97120824, + "TP": 11008, + "n_pred": 13431, + "n_ref": 14633 + }, + "6": { + "Dice": 0.871645470782265, + "FN": 82616, + "FP": 334920, + "IoU": 0.7724925528384761, + "TN": 95302617, + "TP": 1417727, + "n_pred": 1752647, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9165088024801957, + "FN": 26619, + "FP": 14854, + "IoU": 0.8458848623580475, + "TN": 96868776, + "TP": 227631, + "n_pred": 242485, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9149527857376387, + "FN": 9119, + "FP": 12992, + "IoU": 0.8432377630310249, + "TN": 96996832, + "TP": 118937, + "n_pred": 131929, + "n_ref": 128056 + }, + "9": { + "Dice": 0.7990056491230377, + "FN": 7832, + "FP": 22731, + "IoU": 0.665286767202199, + "TN": 97046569, + "TP": 60748, + "n_pred": 83479, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8342256090589598, + "FN": 5687, + "FP": 61011, + "IoU": 0.715597816817329, + "TN": 130532272, + "TP": 167822, + "n_pred": 228833, + "n_ref": 173509 + }, + "10": { + "Dice": 0.7674972660521794, + "FN": 18295, + "FP": 17423, + "IoU": 0.6227144532116488, + "TN": 130672121, + "TP": 58953, + "n_pred": 76376, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7620845921450151, + "FN": 1022, + "FP": 868, + "IoU": 0.6156192800488103, + "TN": 130761875, + "TP": 3027, + "n_pred": 3895, + "n_ref": 4049 + }, + "12": { + "Dice": 0.6896423248882265, + "FN": 1477, + "FP": 189, + "IoU": 0.5263008245663918, + "TN": 130763275, + "TP": 1851, + "n_pred": 2040, + "n_ref": 3328 + }, + "13": { + "Dice": 0.5506858694181057, + "FN": 26782, + "FP": 29655, + "IoU": 0.37996308584737754, + "TN": 130675770, + "TP": 34585, + "n_pred": 64240, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9213359256746176, + "FN": 18212, + "FP": 5902, + "IoU": 0.8541453707456043, + "TN": 130601463, + "TP": 141215, + "n_pred": 147117, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8498537902076929, + "FN": 6121, + "FP": 1889, + "IoU": 0.7389093516737834, + "TN": 130736113, + "TP": 22669, + "n_pred": 24558, + "n_ref": 28790 + }, + "2": { + "Dice": 0.6704697800024375, + "FN": 9546, + "FP": 144571, + "IoU": 0.5042907411338621, + "TN": 130455890, + "TP": 156785, + "n_pred": 301356, + "n_ref": 166331 + }, + "3": { + "Dice": 0.2011215961175519, + "FN": 147402, + "FP": 750, + "IoU": 0.11180388606782933, + "TN": 130599991, + "TP": 18649, + "n_pred": 19399, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6761661675744116, + "FN": 13114, + "FP": 2999, + "IoU": 0.5107636253226051, + "TN": 130733857, + "TP": 16822, + "n_pred": 19821, + "n_ref": 29936 + }, + "5": { + "Dice": 0.4063872642997549, + "FN": 22936, + "FP": 1525, + "IoU": 0.2550100505573491, + "TN": 130733958, + "TP": 8373, + "n_pred": 9898, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9412349847588525, + "FN": 87162, + "FP": 68916, + "IoU": 0.8889932810487453, + "TN": 129360769, + "TP": 1249945, + "n_pred": 1318861, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.8822655590285914, + "FN": 46439, + "FP": 60081, + "IoU": 0.789333786889331, + "TN": 130261158, + "TP": 399114, + "n_pred": 459195, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8634967351977954, + "FN": 38928, + "FP": 21551, + "IoU": 0.7597837700431745, + "TN": 130515023, + "TP": 191290, + "n_pred": 212841, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8646990230882848, + "FN": 18605, + "FP": 7502, + "IoU": 0.7616473874976034, + "TN": 130657261, + "TP": 83424, + "n_pred": 90926, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8057460742201253, + "FN": 29208, + "FP": 53550, + "IoU": 0.6746857237198991, + "TN": 71981614, + "TP": 171636, + "n_pred": 225186, + "n_ref": 200844 + }, + "10": { + "Dice": 0.42921435188224394, + "FN": 33241, + "FP": 45012, + "IoU": 0.27324820060366845, + "TN": 72128333, + "TP": 29422, + "n_pred": 74434, + "n_ref": 62663 + }, + "11": { + "Dice": 0.6602758943184475, + "FN": 1275, + "FP": 178, + "IoU": 0.49284467713787083, + "TN": 72233143, + "TP": 1412, + "n_pred": 1590, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6916184971098266, + "FN": 1678, + "FP": 456, + "IoU": 0.5286061409321847, + "TN": 72231481, + "TP": 2393, + "n_pred": 2849, + "n_ref": 4071 + }, + "13": { + "Dice": 0.2606995994659546, + "FN": 58234, + "FP": 10983, + "IoU": 0.14988762112968398, + "TN": 72154587, + "TP": 12204, + "n_pred": 23187, + "n_ref": 70438 + }, + "14": { + "Dice": 0.3399912886565864, + "FN": 43793, + "FP": 72884, + "IoU": 0.2048129544943399, + "TN": 72089279, + "TP": 30052, + "n_pred": 102936, + "n_ref": 73845 + }, + "15": { + "Dice": 0.7844165703342018, + "FN": 5584, + "FP": 6911, + "IoU": 0.6453004797456496, + "TN": 72200781, + "TP": 22732, + "n_pred": 29643, + "n_ref": 28316 + }, + "2": { + "Dice": 0.14210900359481407, + "FN": 116997, + "FP": 7338, + "IoU": 0.0764894193845491, + "TN": 72101375, + "TP": 10298, + "n_pred": 17636, + "n_ref": 127295 + }, + "3": { + "Dice": 0.5789002473085927, + "FN": 10476, + "FP": 219052, + "IoU": 0.4073607403084963, + "TN": 71848710, + "TP": 157770, + "n_pred": 376822, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 7058, + "IoU": 0.0, + "TN": 72228950, + "TP": 0, + "n_pred": 7058, + "n_ref": 0 + }, + "5": { + "Dice": 0.7764579885113426, + "FN": 252, + "FP": 4340, + "IoU": 0.6345985517625528, + "TN": 72223441, + "TP": 7975, + "n_pred": 12315, + "n_ref": 8227 + }, + "6": { + "Dice": 0.723583022381328, + "FN": 158166, + "FP": 876039, + "IoU": 0.5668860843039472, + "TN": 69848172, + "TP": 1353631, + "n_pred": 2229670, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.453592098705156, + "FN": 183182, + "FP": 192851, + "IoU": 0.29331982740475687, + "TN": 71703896, + "TP": 156079, + "n_pred": 348930, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9306788777657913, + "FN": 5895, + "FP": 3294, + "IoU": 0.8703455476697756, + "TN": 72165135, + "TP": 61684, + "n_pred": 64978, + "n_ref": 67579 + }, + "9": { + "Dice": 0.5464174454828661, + "FN": 26818, + "FP": 11038, + "IoU": 0.37591084440634376, + "TN": 72175350, + "TP": 22802, + "n_pred": 33840, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5350848569951568, + "FN": 16019, + "FP": 110788, + "IoU": 0.3652667934728201, + "TN": 52353340, + "TP": 72973, + "n_pred": 183761, + "n_ref": 88992 + }, + "10": { + "Dice": 0.007929171545366775, + "FN": 46991, + "FP": 1304, + "IoU": 0.0039803662761920475, + "TN": 52504632, + "TP": 193, + "n_pred": 1497, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 3, + "IoU": 0.0, + "TN": 52551075, + "TP": 0, + "n_pred": 3, + "n_ref": 2042 + }, + "12": { + "Dice": 0.09432387312186978, + "FN": 3840, + "FP": 500, + "IoU": 0.04949627682873412, + "TN": 52548554, + "TP": 226, + "n_pred": 726, + "n_ref": 4066 + }, + "13": { + "Dice": 0.3004443362347069, + "FN": 16679, + "FP": 6307, + "IoU": 0.1767781677530263, + "TN": 52525198, + "TP": 4936, + "n_pred": 11243, + "n_ref": 21615 + }, + "14": { + "Dice": 0.10106484728687114, + "FN": 52667, + "FP": 3725, + "IoU": 0.05322185285920553, + "TN": 52493558, + "TP": 3170, + "n_pred": 6895, + "n_ref": 55837 + }, + "15": { + "Dice": 0.010974897840046701, + "FN": 25128, + "FP": 285, + "IoU": 0.005517727166001409, + "TN": 52527566, + "TP": 141, + "n_pred": 426, + "n_ref": 25269 + }, + "2": { + "Dice": 0.44477526902471076, + "FN": 86676, + "FP": 34162, + "IoU": 0.28598778052210494, + "TN": 52383882, + "TP": 48400, + "n_pred": 82562, + "n_ref": 135076 + }, + "3": { + "Dice": 0.31363319656266936, + "FN": 112709, + "FP": 20278, + "IoU": 0.1859816001615954, + "TN": 52389749, + "TP": 30384, + "n_pred": 50662, + "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": 0.7335338345864661, + "FN": 1404, + "FP": 2140, + "IoU": 0.5791973402992163, + "TN": 52544698, + "TP": 4878, + "n_pred": 7018, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8201112917413622, + "FN": 183597, + "FP": 74893, + "IoU": 0.6950751253071485, + "TN": 51705403, + "TP": 589227, + "n_pred": 664120, + "n_ref": 772824 + }, + "7": { + "Dice": 0.3700307075990962, + "FN": 148358, + "FP": 3864, + "IoU": 0.22701698082547936, + "TN": 52356192, + "TP": 44706, + "n_pred": 48570, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8623983146117145, + "FN": 10819, + "FP": 4726, + "IoU": 0.7580845964704784, + "TN": 52488862, + "TP": 48713, + "n_pred": 53439, + "n_ref": 59532 + }, + "9": { + "Dice": 0.7936632142044161, + "FN": 22305, + "FP": 6701, + "IoU": 0.6579118066775955, + "TN": 52468329, + "TP": 55785, + "n_pred": 62486, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8062165437678033, + "FN": 32618, + "FP": 92420, + "IoU": 0.6753457166447699, + "TN": 143752108, + "TP": 260104, + "n_pred": 352524, + "n_ref": 292722 + }, + "10": { + "Dice": 0.616115189982557, + "FN": 51831, + "FP": 6050, + "IoU": 0.4452069894276759, + "TN": 144032921, + "TP": 46448, + "n_pred": 52498, + "n_ref": 98279 + }, + "11": { + "Dice": 0.6716486760771289, + "FN": 2979, + "FP": 580, + "IoU": 0.505625781358522, + "TN": 144130051, + "TP": 3640, + "n_pred": 4220, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6294878427315055, + "FN": 2604, + "FP": 977, + "IoU": 0.45930847048165485, + "TN": 144130627, + "TP": 3042, + "n_pred": 4019, + "n_ref": 5646 + }, + "13": { + "Dice": 0.6046772366930917, + "FN": 50908, + "FP": 18906, + "IoU": 0.43336011752578996, + "TN": 144014043, + "TP": 53393, + "n_pred": 72299, + "n_ref": 104301 + }, + "14": { + "Dice": 0.3675946611561448, + "FN": 316879, + "FP": 3846, + "IoU": 0.22518589740492537, + "TN": 143723312, + "TP": 93213, + "n_pred": 97059, + "n_ref": 410092 + }, + "15": { + "Dice": 0.7711210591484904, + "FN": 6474, + "FP": 3138, + "IoU": 0.627499612463184, + "TN": 144111446, + "TP": 16192, + "n_pred": 19330, + "n_ref": 22666 + }, + "2": { + "Dice": 0.6918385801106134, + "FN": 6441, + "FP": 110791, + "IoU": 0.5288633112029193, + "TN": 143888422, + "TP": 131596, + "n_pred": 242387, + "n_ref": 138037 + }, + "3": { + "Dice": 0.4828737368765702, + "FN": 117786, + "FP": 3039, + "IoU": 0.31828183890406014, + "TN": 143960014, + "TP": 56411, + "n_pred": 59450, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9161370914174111, + "FN": 4966, + "FP": 3493, + "IoU": 0.8452518156705633, + "TN": 144082587, + "TP": 46204, + "n_pred": 49697, + "n_ref": 51170 + }, + "5": { + "Dice": 0.5838270883751981, + "FN": 18140, + "FP": 1808, + "IoU": 0.4122569239835003, + "TN": 144103310, + "TP": 13992, + "n_pred": 15800, + "n_ref": 32132 + }, + "6": { + "Dice": 0.817072464524373, + "FN": 74616, + "FP": 500300, + "IoU": 0.6907206401242892, + "TN": 142278361, + "TP": 1283973, + "n_pred": 1784273, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.685614765244686, + "FN": 111671, + "FP": 14328, + "IoU": 0.5216239098823413, + "TN": 143873861, + "TP": 137390, + "n_pred": 151718, + "n_ref": 249061 + }, + "8": { + "Dice": 0.9103096198437287, + "FN": 18886, + "FP": 22541, + "IoU": 0.8353837350690222, + "TN": 143885592, + "TP": 210231, + "n_pred": 232772, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8779896197436712, + "FN": 11569, + "FP": 11469, + "IoU": 0.7825147032446261, + "TN": 144031321, + "TP": 82891, + "n_pred": 94360, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.943524561844706, + "FN": 13288, + "FP": 10741, + "IoU": 0.8930870778143117, + "TN": 111554167, + "TP": 200724, + "n_pred": 211465, + "n_ref": 214012 + }, + "10": { + "Dice": 0.5414225041664427, + "FN": 25860, + "FP": 8260, + "IoU": 0.37119899745678375, + "TN": 111724658, + "TP": 20142, + "n_pred": 28402, + "n_ref": 46002 + }, + "11": { + "Dice": 0.7297136038186157, + "FN": 1349, + "FP": 463, + "IoU": 0.57444809769845, + "TN": 111774662, + "TP": 2446, + "n_pred": 2909, + "n_ref": 3795 + }, + "12": { + "Dice": 0.5095986038394416, + "FN": 3054, + "FP": 37, + "IoU": 0.34192037470725994, + "TN": 111774223, + "TP": 1606, + "n_pred": 1643, + "n_ref": 4660 + }, + "13": { + "Dice": 0.7199111994342544, + "FN": 12732, + "FP": 18557, + "IoU": 0.5623916083916084, + "TN": 111707420, + "TP": 40211, + "n_pred": 58768, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7467824760697431, + "FN": 16573, + "FP": 34562, + "IoU": 0.5958921430716465, + "TN": 111652382, + "TP": 75403, + "n_pred": 109965, + "n_ref": 91976 + }, + "15": { + "Dice": 0.6535606820461384, + "FN": 2587, + "FP": 6048, + "IoU": 0.48539928486293205, + "TN": 111762140, + "TP": 8145, + "n_pred": 14193, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9250686115305357, + "FN": 11484, + "FP": 20078, + "IoU": 0.8605838674482192, + "TN": 111552533, + "TP": 194825, + "n_pred": 214903, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7987358190686713, + "FN": 19717, + "FP": 2317, + "IoU": 0.6649127075856196, + "TN": 111713164, + "TP": 43722, + "n_pred": 46039, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8832948212586652, + "FN": 2433, + "FP": 1860, + "IoU": 0.7909830079361215, + "TN": 111758381, + "TP": 16246, + "n_pred": 18106, + "n_ref": 18679 + }, + "5": { + "Dice": 0.4173995324501837, + "FN": 18917, + "FP": 2017, + "IoU": 0.2637428340308796, + "TN": 111750487, + "TP": 7499, + "n_pred": 9516, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9473662528337505, + "FN": 61941, + "FP": 68378, + "IoU": 0.8999960863729809, + "TN": 110475781, + "TP": 1172820, + "n_pred": 1241198, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.5086362868791161, + "FN": 154054, + "FP": 8894, + "IoU": 0.3410544875164789, + "TN": 111531634, + "TP": 84338, + "n_pred": 93232, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8326622070564524, + "FN": 73979, + "FP": 7721, + "IoU": 0.7133001365070342, + "TN": 111493953, + "TP": 203267, + "n_pred": 210988, + "n_ref": 277246 + }, + "9": { + "Dice": 0.7973576579485524, + "FN": 21073, + "FP": 9051, + "IoU": 0.6630048103814744, + "TN": 111689530, + "TP": 59266, + "n_pred": 68317, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7137223134153361, + "FN": 48224, + "FP": 45779, + "IoU": 0.5548742086247472, + "TN": 198876692, + "TP": 117180, + "n_pred": 162959, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7257339089835687, + "FN": 22868, + "FP": 7561, + "IoU": 0.5695308963331824, + "TN": 199017187, + "TP": 40259, + "n_pred": 47820, + "n_ref": 63127 + }, + "11": { + "Dice": 0.697173279249588, + "FN": 1685, + "FP": 704, + "IoU": 0.5351235648958942, + "TN": 199082736, + "TP": 2750, + "n_pred": 3454, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7296680133497278, + "FN": 1258, + "FP": 281, + "IoU": 0.574391592920354, + "TN": 199084259, + "TP": 2077, + "n_pred": 2358, + "n_ref": 3335 + }, + "13": { + "Dice": 0.34416163383409315, + "FN": 25365, + "FP": 13620, + "IoU": 0.20784736050717276, + "TN": 199038661, + "TP": 10229, + "n_pred": 23849, + "n_ref": 35594 + }, + "14": { + "Dice": 0.619719044019912, + "FN": 23170, + "FP": 6012, + "IoU": 0.44898036253776435, + "TN": 199034915, + "TP": 23778, + "n_pred": 29790, + "n_ref": 46948 + }, + "15": { + "Dice": 0.13271588626995032, + "FN": 128521, + "FP": 2765, + "IoU": 0.07107428660378827, + "TN": 198946544, + "TP": 10045, + "n_pred": 12810, + "n_ref": 138566 + }, + "2": { + "Dice": 0.7331804937212502, + "FN": 5654, + "FP": 84543, + "IoU": 0.5787568711149303, + "TN": 198873754, + "TP": 123924, + "n_pred": 208467, + "n_ref": 129578 + }, + "3": { + "Dice": 0.569273557704575, + "FN": 83055, + "FP": 1348, + "IoU": 0.3978912675935768, + "TN": 198947696, + "TP": 55776, + "n_pred": 57124, + "n_ref": 138831 + }, + "4": { + "Dice": 0.6924838097730097, + "FN": 6534, + "FP": 2868, + "IoU": 0.5296177706623975, + "TN": 199067887, + "TP": 10586, + "n_pred": 13454, + "n_ref": 17120 + }, + "5": { + "Dice": 0.5555555555555556, + "FN": 11293, + "FP": 2747, + "IoU": 0.38461538461538464, + "TN": 199065060, + "TP": 8775, + "n_pred": 11522, + "n_ref": 20068 + }, + "6": { + "Dice": 0.8507272631590698, + "FN": 88065, + "FP": 286357, + "IoU": 0.7402309616231836, + "TN": 197646510, + "TP": 1066943, + "n_pred": 1353300, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.7620907817077831, + "FN": 39514, + "FP": 33325, + "IoU": 0.6156273581669753, + "TN": 198898374, + "TP": 116662, + "n_pred": 149987, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9046241052658456, + "FN": 12068, + "FP": 10344, + "IoU": 0.8258572327679313, + "TN": 198959176, + "TP": 106287, + "n_pred": 116631, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8568609515195741, + "FN": 20029, + "FP": 7825, + "IoU": 0.749568438466518, + "TN": 198976651, + "TP": 83370, + "n_pred": 91195, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8869887867583994, + "FN": 16323, + "FP": 26500, + "IoU": 0.7969270895080024, + "TN": 130864317, + "TP": 168052, + "n_pred": 194552, + "n_ref": 184375 + }, + "10": { + "Dice": 0.6411605807208429, + "FN": 23145, + "FP": 43541, + "IoU": 0.4718442603475313, + "TN": 130948930, + "TP": 59576, + "n_pred": 103117, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6419377162629758, + "FN": 1752, + "FP": 835, + "IoU": 0.47268650631879333, + "TN": 131070286, + "TP": 2319, + "n_pred": 3154, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7715823466092573, + "FN": 1051, + "FP": 1071, + "IoU": 0.6281107606028742, + "TN": 131069486, + "TP": 3584, + "n_pred": 4655, + "n_ref": 4635 + }, + "13": { + "Dice": 0.4763888090997874, + "FN": 56988, + "FP": 15928, + "IoU": 0.3126708519503045, + "TN": 130969106, + "TP": 33170, + "n_pred": 49098, + "n_ref": 90158 + }, + "14": { + "Dice": 0.36555994042857837, + "FN": 15253, + "FP": 128310, + "IoU": 0.22366065876067337, + "TN": 130890269, + "TP": 41360, + "n_pred": 169670, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6733970450613957, + "FN": 3833, + "FP": 19201, + "IoU": 0.5076100897819581, + "TN": 131028412, + "TP": 23746, + "n_pred": 42947, + "n_ref": 27579 + }, + "2": { + "Dice": 0.4647687021349893, + "FN": 107640, + "FP": 13546, + "IoU": 0.3027352964868068, + "TN": 130901390, + "TP": 52616, + "n_pred": 66162, + "n_ref": 160256 + }, + "3": { + "Dice": 0.5477510942553219, + "FN": 21378, + "FP": 257182, + "IoU": 0.3771743893822722, + "TN": 130627940, + "TP": 168692, + "n_pred": 425874, + "n_ref": 190070 + }, + "4": { + "Dice": 0.6852382539153615, + "FN": 31952, + "FP": 5832, + "IoU": 0.5211881589618816, + "TN": 130996280, + "TP": 41128, + "n_pred": 46960, + "n_ref": 73080 + }, + "5": { + "Dice": 0.6523228242732941, + "FN": 7271, + "FP": 647, + "IoU": 0.4840349276684478, + "TN": 131059846, + "TP": 7428, + "n_pred": 8075, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7682032473495238, + "FN": 44940, + "FP": 813822, + "IoU": 0.6236444816862595, + "TN": 128793408, + "TP": 1423022, + "n_pred": 2236844, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.4353436990816449, + "FN": 408860, + "FP": 546565, + "IoU": 0.27823599267527666, + "TN": 129751456, + "TP": 368311, + "n_pred": 914876, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9228951764010969, + "FN": 10223, + "FP": 9488, + "IoU": 0.8568294897403305, + "TN": 130937517, + "TP": 117964, + "n_pred": 127452, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6122351162769262, + "FN": 32332, + "FP": 9737, + "IoU": 0.4411663124335813, + "TN": 130999912, + "TP": 33211, + "n_pred": 42948, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8008808141161848, + "FN": 8047, + "FP": 95128, + "IoU": 0.6678909182208546, + "TN": 101306534, + "TP": 207491, + "n_pred": 302619, + "n_ref": 215538 + }, + "10": { + "Dice": 0.6778779814705302, + "FN": 18312, + "FP": 7834, + "IoU": 0.5127196824272695, + "TN": 101563543, + "TP": 27511, + "n_pred": 35345, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8575946031411406, + "FN": 891, + "FP": 460, + "IoU": 0.7506920095958663, + "TN": 101611781, + "TP": 4068, + "n_pred": 4528, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7073170731707317, + "FN": 2445, + "FP": 75, + "IoU": 0.5471698113207547, + "TN": 101611635, + "TP": 3045, + "n_pred": 3120, + "n_ref": 5490 + }, + "13": { + "Dice": 0.6864887251331705, + "FN": 12014, + "FP": 31892, + "IoU": 0.5226363399147603, + "TN": 101525224, + "TP": 48070, + "n_pred": 79962, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9151427590775936, + "FN": 4445, + "FP": 6186, + "IoU": 0.8435605391724057, + "TN": 101549244, + "TP": 57325, + "n_pred": 63511, + "n_ref": 61770 + }, + "15": { + "Dice": 0.6966674774993918, + "FN": 14650, + "FP": 1561, + "IoU": 0.5345278088839119, + "TN": 101582373, + "TP": 18616, + "n_pred": 20177, + "n_ref": 33266 + }, + "2": { + "Dice": 0.6626538269790874, + "FN": 46071, + "FP": 82495, + "IoU": 0.4954991013899026, + "TN": 101362362, + "TP": 126272, + "n_pred": 208767, + "n_ref": 172343 + }, + "3": { + "Dice": 0.568174086940387, + "FN": 90297, + "FP": 35376, + "IoU": 0.39681785457163427, + "TN": 101408850, + "TP": 82677, + "n_pred": 118053, + "n_ref": 172974 + }, + "4": { + "Dice": 0.4565508369982791, + "FN": 3081, + "FP": 28182, + "IoU": 0.29579907647257575, + "TN": 101572805, + "TP": 13132, + "n_pred": 41314, + "n_ref": 16213 + }, + "5": { + "Dice": 0.6054894669005008, + "FN": 16043, + "FP": 2628, + "IoU": 0.4341949756053214, + "TN": 101584201, + "TP": 14328, + "n_pred": 16956, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8180329830686246, + "FN": 228096, + "FP": 352754, + "IoU": 0.692094594308057, + "TN": 99730744, + "TP": 1305606, + "n_pred": 1658360, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8527945433287498, + "FN": 59125, + "FP": 68164, + "IoU": 0.7433668819909838, + "TN": 101121204, + "TP": 368707, + "n_pred": 436871, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9014576710231956, + "FN": 40542, + "FP": 1304, + "IoU": 0.8205943888050488, + "TN": 101383952, + "TP": 191402, + "n_pred": 192706, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8986265928379719, + "FN": 6669, + "FP": 10101, + "IoU": 0.8159145544956585, + "TN": 101526101, + "TP": 74329, + "n_pred": 84430, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8081157103396639, + "FN": 51852, + "FP": 24006, + "IoU": 0.6780152380143891, + "TN": 118946617, + "TP": 159737, + "n_pred": 183743, + "n_ref": 211589 + }, + "10": { + "Dice": 0.6417705159064231, + "FN": 26623, + "FP": 33801, + "IoU": 0.4725052161083903, + "TN": 119067663, + "TP": 54125, + "n_pred": 87926, + "n_ref": 80748 + }, + "11": { + "Dice": 0.5021735350373848, + "FN": 2594, + "FP": 269, + "IoU": 0.3352681680984444, + "TN": 119177905, + "TP": 1444, + "n_pred": 1713, + "n_ref": 4038 + }, + "12": { + "Dice": 0.583245521601686, + "FN": 1921, + "FP": 1243, + "IoU": 0.4116772034213462, + "TN": 119176834, + "TP": 2214, + "n_pred": 3457, + "n_ref": 4135 + }, + "13": { + "Dice": 0.4912249506570174, + "FN": 19262, + "FP": 9351, + "IoU": 0.3255786545985952, + "TN": 119139786, + "TP": 13813, + "n_pred": 23164, + "n_ref": 33075 + }, + "14": { + "Dice": 0.2519714165615805, + "FN": 50881, + "FP": 38097, + "IoU": 0.1441460505559617, + "TN": 119078248, + "TP": 14986, + "n_pred": 53083, + "n_ref": 65867 + }, + "15": { + "Dice": 0.545091818094414, + "FN": 9381, + "FP": 9545, + "IoU": 0.3746571947794482, + "TN": 119151947, + "TP": 11339, + "n_pred": 20884, + "n_ref": 20720 + }, + "2": { + "Dice": 0.5839347304159378, + "FN": 111035, + "FP": 6461, + "IoU": 0.41236427653328134, + "TN": 118982265, + "TP": 82451, + "n_pred": 88912, + "n_ref": 193486 + }, + "3": { + "Dice": 0.712222215445543, + "FN": 21835, + "FP": 119718, + "IoU": 0.553062977159492, + "TN": 118865494, + "TP": 175165, + "n_pred": 294883, + "n_ref": 197000 + }, + "4": { + "Dice": 0.387410262499315, + "FN": 32733, + "FP": 802, + "IoU": 0.24024105666190898, + "TN": 119138073, + "TP": 10604, + "n_pred": 11406, + "n_ref": 43337 + }, + "5": { + "Dice": 0.7825446628673881, + "FN": 5501, + "FP": 1291, + "IoU": 0.6427707358123389, + "TN": 119163199, + "TP": 12221, + "n_pred": 13512, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9224631900802818, + "FN": 48224, + "FP": 235994, + "IoU": 0.8560850836724639, + "TN": 117207309, + "TP": 1690685, + "n_pred": 1926679, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.7433079876630714, + "FN": 66384, + "FP": 93329, + "IoU": 0.5914798378329987, + "TN": 118791257, + "TP": 231242, + "n_pred": 324571, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9492170313497301, + "FN": 5575, + "FP": 2620, + "IoU": 0.9033426118135497, + "TN": 119097428, + "TP": 76589, + "n_pred": 79209, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8491454682374564, + "FN": 18993, + "FP": 4645, + "IoU": 0.7378390967770556, + "TN": 119092046, + "TP": 66528, + "n_pred": 71173, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 14757, + "IoU": 0.0, + "TN": 61317723, + "TP": 0, + "n_pred": 14757, + "n_ref": 0 + }, + "10": { + "Dice": 0.5252549671375689, + "FN": 17046, + "FP": 14375, + "IoU": 0.35616662910067004, + "TN": 61283677, + "TP": 17382, + "n_pred": 31757, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7993292342090553, + "FN": 1004, + "FP": 432, + "IoU": 0.6657355679702048, + "TN": 61328184, + "TP": 2860, + "n_pred": 3292, + "n_ref": 3864 + }, + "12": { + "Dice": 0.5575579257079809, + "FN": 2576, + "FP": 1033, + "IoU": 0.38653748087710355, + "TN": 61326597, + "TP": 2274, + "n_pred": 3307, + "n_ref": 4850 + }, + "13": { + "Dice": 0.2151005042971802, + "FN": 45125, + "FP": 10128, + "IoU": 0.12051126957850503, + "TN": 61269656, + "TP": 7571, + "n_pred": 17699, + "n_ref": 52696 + }, + "14": { + "Dice": 0.6699721402699953, + "FN": 131939, + "FP": 4646, + "IoU": 0.5037278996591842, + "TN": 61057258, + "TP": 138637, + "n_pred": 143283, + "n_ref": 270576 + }, + "15": { + "Dice": 0.1816261879619852, + "FN": 87392, + "FP": 10258, + "IoU": 0.09988385598141696, + "TN": 61223994, + "TP": 10836, + "n_pred": 21094, + "n_ref": 98228 + }, + "2": { + "Dice": 0.5232336723551336, + "FN": 102963, + "FP": 2697, + "IoU": 0.35431040277684417, + "TN": 61168841, + "TP": 57979, + "n_pred": 60676, + "n_ref": 160942 + }, + "3": { + "Dice": 0.6756266495490875, + "FN": 10762, + "FP": 102431, + "IoU": 0.510148176357562, + "TN": 61101404, + "TP": 117883, + "n_pred": 220314, + "n_ref": 128645 + }, + "4": { + "Dice": 0.7770532327494353, + "FN": 14841, + "FP": 852, + "IoU": 0.6353941590576427, + "TN": 61289439, + "TP": 27348, + "n_pred": 28200, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7965351299326275, + "FN": 2365, + "FP": 806, + "IoU": 0.661868202175304, + "TN": 61323102, + "TP": 6207, + "n_pred": 7013, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9085637095401967, + "FN": 28710, + "FP": 208269, + "IoU": 0.8324477731608453, + "TN": 59918121, + "TP": 1177380, + "n_pred": 1385649, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.48052576156191795, + "FN": 134181, + "FP": 17266, + "IoU": 0.31624475717065553, + "TN": 61110987, + "TP": 70046, + "n_pred": 87312, + "n_ref": 204227 + }, + "8": { + "Dice": 0.8176501655266581, + "FN": 18738, + "FP": 9574, + "IoU": 0.6915467331975116, + "TN": 61240693, + "TP": 63475, + "n_pred": 73049, + "n_ref": 82213 + }, + "9": { + "Dice": 0.7795806687665044, + "FN": 14368, + "FP": 13344, + "IoU": 0.638780990119659, + "TN": 61255762, + "TP": 49006, + "n_pred": 62350, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9312088048934524, + "FN": 20123, + "FP": 3078, + "IoU": 0.8712729007845357, + "TN": 148927266, + "TP": 157033, + "n_pred": 160111, + "n_ref": 177156 + }, + "10": { + "Dice": 0.7523364179515599, + "FN": 15445, + "FP": 22318, + "IoU": 0.6029962153069807, + "TN": 149012380, + "TP": 57357, + "n_pred": 79675, + "n_ref": 72802 + }, + "11": { + "Dice": 0.7672504747837097, + "FN": 786, + "FP": 317, + "IoU": 0.6223895926052722, + "TN": 149104579, + "TP": 1818, + "n_pred": 2135, + "n_ref": 2604 + }, + "12": { + "Dice": 0.4064102564102564, + "FN": 1463, + "FP": 389, + "IoU": 0.25502815768302495, + "TN": 149105014, + "TP": 634, + "n_pred": 1023, + "n_ref": 2097 + }, + "13": { + "Dice": 0.54206326019098, + "FN": 49115, + "FP": 10447, + "IoU": 0.37180163267028077, + "TN": 149012686, + "TP": 35252, + "n_pred": 45699, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8666710160055672, + "FN": 13360, + "FP": 11164, + "IoU": 0.7647126547059387, + "TN": 149003270, + "TP": 79706, + "n_pred": 90870, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8348879900899959, + "FN": 10073, + "FP": 990, + "IoU": 0.716573156047447, + "TN": 149068467, + "TP": 27970, + "n_pred": 28960, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9626597354825113, + "FN": 6264, + "FP": 5430, + "IoU": 0.928007683120529, + "TN": 148945066, + "TP": 150740, + "n_pred": 156170, + "n_ref": 157004 + }, + "3": { + "Dice": 0.6775172617509139, + "FN": 14213, + "FP": 29456, + "IoU": 0.5123070737754349, + "TN": 149017958, + "TP": 45873, + "n_pred": 75329, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9110064101267871, + "FN": 3307, + "FP": 1094, + "IoU": 0.8365581015337765, + "TN": 149080573, + "TP": 22526, + "n_pred": 23620, + "n_ref": 25833 + }, + "5": { + "Dice": 0.1441411906127913, + "FN": 31078, + "FP": 249, + "IoU": 0.07766818784042397, + "TN": 149073535, + "TP": 2638, + "n_pred": 2887, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9543583098710249, + "FN": 64237, + "FP": 35412, + "IoU": 0.9127010895609079, + "TN": 147966031, + "TP": 1041820, + "n_pred": 1077232, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.4578744521390728, + "FN": 185081, + "FP": 28163, + "IoU": 0.2969112682000422, + "TN": 148804204, + "TP": 90052, + "n_pred": 118215, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9290963777847274, + "FN": 27048, + "FP": 3786, + "IoU": 0.8675816931712282, + "TN": 148874647, + "TP": 202019, + "n_pred": 205805, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8147162653459087, + "FN": 25637, + "FP": 2495, + "IoU": 0.6873596941610545, + "TN": 149017518, + "TP": 61850, + "n_pred": 64345, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5213011297656903, + "FN": 322967, + "FP": 29903, + "IoU": 0.35254042608627045, + "TN": 100167793, + "TP": 192137, + "n_pred": 222040, + "n_ref": 515104 + }, + "10": { + "Dice": 0.30846580836409077, + "FN": 22550, + "FP": 48835, + "IoU": 0.1823586007834513, + "TN": 100625494, + "TP": 15921, + "n_pred": 64756, + "n_ref": 38471 + }, + "11": { + "Dice": 0.47358834244080145, + "FN": 2181, + "FP": 709, + "IoU": 0.31026252983293556, + "TN": 100708610, + "TP": 1300, + "n_pred": 2009, + "n_ref": 3481 + }, + "12": { + "Dice": 0.3197943444730077, + "FN": 4318, + "FP": 2297, + "IoU": 0.19033047735618114, + "TN": 100704630, + "TP": 1555, + "n_pred": 3852, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 2333, + "IoU": 0.0, + "TN": 100671312, + "TP": 0, + "n_pred": 2333, + "n_ref": 39155 + }, + "14": { + "Dice": 0.44473103487805576, + "FN": 99582, + "FP": 36043, + "IoU": 0.2859512051300951, + "TN": 100522862, + "TP": 54313, + "n_pred": 90356, + "n_ref": 153895 + }, + "15": { + "Dice": 0.5457377219395702, + "FN": 58474, + "FP": 2776, + "IoU": 0.37526774239611593, + "TN": 100614758, + "TP": 36792, + "n_pred": 39568, + "n_ref": 95266 + }, + "2": { + "Dice": 0.1752136446013997, + "FN": 208696, + "FP": 21586, + "IoU": 0.0960187169763918, + "TN": 100458058, + "TP": 24460, + "n_pred": 46046, + "n_ref": 233156 + }, + "3": { + "Dice": 0.5946579840042483, + "FN": 49255, + "FP": 188896, + "IoU": 0.4231411124379604, + "TN": 100299959, + "TP": 174690, + "n_pred": 363586, + "n_ref": 223945 + }, + "4": { + "Dice": 0.0, + "FN": 57652, + "FP": 101, + "IoU": 0.0, + "TN": 100655047, + "TP": 0, + "n_pred": 101, + "n_ref": 57652 + }, + "5": { + "Dice": 0.17664964143837383, + "FN": 14761, + "FP": 1198, + "IoU": 0.09688189689321487, + "TN": 100695129, + "TP": 1712, + "n_pred": 2910, + "n_ref": 16473 + }, + "6": { + "Dice": 0.41481332766258705, + "FN": 1371459, + "FP": 622248, + "IoU": 0.2616810593360152, + "TN": 98012467, + "TP": 706626, + "n_pred": 1328874, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.3864504542643299, + "FN": 113875, + "FP": 71636, + "IoU": 0.2395033082719096, + "TN": 100468866, + "TP": 58423, + "n_pred": 130059, + "n_ref": 172298 + }, + "8": { + "Dice": 0.879190915351274, + "FN": 8332, + "FP": 18509, + "IoU": 0.7844252222730886, + "TN": 100588291, + "TP": 97668, + "n_pred": 116177, + "n_ref": 106000 + }, + "9": { + "Dice": 0.638110426683583, + "FN": 48039, + "FP": 13002, + "IoU": 0.4685478464525453, + "TN": 100597943, + "TP": 53816, + "n_pred": 66818, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8827479338842975, + "FN": 2638, + "FP": 17338, + "IoU": 0.7901063337956542, + "TN": 78855528, + "TP": 75196, + "n_pred": 92534, + "n_ref": 77834 + }, + "10": { + "Dice": 0.5830211185967977, + "FN": 21593, + "FP": 3226, + "IoU": 0.41145364002845625, + "TN": 78908530, + "TP": 17351, + "n_pred": 20577, + "n_ref": 38944 + }, + "11": { + "Dice": 0.4562043795620438, + "FN": 743, + "FP": 747, + "IoU": 0.29550827423167847, + "TN": 78948585, + "TP": 625, + "n_pred": 1372, + "n_ref": 1368 + }, + "12": { + "Dice": 0.2593833780160858, + "FN": 2173, + "FP": 37, + "IoU": 0.1490180978051598, + "TN": 78948103, + "TP": 387, + "n_pred": 424, + "n_ref": 2560 + }, + "13": { + "Dice": 0.24566403967564024, + "FN": 50786, + "FP": 2145, + "IoU": 0.14003249390739236, + "TN": 78889150, + "TP": 8619, + "n_pred": 10764, + "n_ref": 59405 + }, + "14": { + "Dice": 0.5239192796856086, + "FN": 11471, + "FP": 17240, + "IoU": 0.35493945044822395, + "TN": 78906191, + "TP": 15798, + "n_pred": 33038, + "n_ref": 27269 + }, + "15": { + "Dice": 0.86140384249572, + "FN": 13835, + "FP": 737, + "IoU": 0.7565490510558674, + "TN": 78890844, + "TP": 45284, + "n_pred": 46021, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8399607398690967, + "FN": 22672, + "FP": 6841, + "IoU": 0.7240795796638059, + "TN": 78843738, + "TP": 77449, + "n_pred": 84290, + "n_ref": 100121 + }, + "3": { + "Dice": 0.8980177050116606, + "FN": 9204, + "FP": 7938, + "IoU": 0.814911191491659, + "TN": 78858085, + "TP": 75473, + "n_pred": 83411, + "n_ref": 84677 + }, + "4": { + "Dice": 0.6321201545556525, + "FN": 6985, + "FP": 4821, + "IoU": 0.4621167251355415, + "TN": 78928751, + "TP": 10143, + "n_pred": 14964, + "n_ref": 17128 + }, + "5": { + "Dice": 0.12896883386029706, + "FN": 32371, + "FP": 412, + "IoU": 0.06892928145413235, + "TN": 78915490, + "TP": 2427, + "n_pred": 2839, + "n_ref": 34798 + }, + "6": { + "Dice": 0.8257122119397569, + "FN": 151927, + "FP": 82435, + "IoU": 0.7031600092714209, + "TN": 78161177, + "TP": 555161, + "n_pred": 637596, + "n_ref": 707088 + }, + "7": { + "Dice": 0.1738510275644615, + "FN": 650786, + "FP": 17609, + "IoU": 0.09520090101553765, + "TN": 78211978, + "TP": 70327, + "n_pred": 87936, + "n_ref": 721113 + }, + "8": { + "Dice": 0.6358054762477364, + "FN": 176448, + "FP": 733, + "IoU": 0.46606658007901375, + "TN": 78618859, + "TP": 154660, + "n_pred": 155393, + "n_ref": 331108 + }, + "9": { + "Dice": 0.41432798237330815, + "FN": 40594, + "FP": 5923, + "IoU": 0.26129488177097393, + "TN": 78887729, + "TP": 16454, + "n_pred": 22377, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7229186691963544, + "FN": 4552, + "FP": 105564, + "IoU": 0.5660709711741178, + "TN": 104750675, + "TP": 143649, + "n_pred": 249213, + "n_ref": 148201 + }, + "10": { + "Dice": 0.6653899890493427, + "FN": 25560, + "FP": 36469, + "IoU": 0.4985651115979402, + "TN": 104880737, + "TP": 61674, + "n_pred": 98143, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8793456032719836, + "FN": 676, + "FP": 327, + "IoU": 0.7846715328467153, + "TN": 104999782, + "TP": 3655, + "n_pred": 3982, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7911164465786314, + "FN": 879, + "FP": 1209, + "IoU": 0.6544190665342602, + "TN": 104998398, + "TP": 3954, + "n_pred": 5163, + "n_ref": 4833 + }, + "13": { + "Dice": 0.7055293927790737, + "FN": 29727, + "FP": 10417, + "IoU": 0.5450331501105004, + "TN": 104916205, + "TP": 48091, + "n_pred": 58508, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9472044874776261, + "FN": 2875, + "FP": 4617, + "IoU": 0.899704145972503, + "TN": 104929741, + "TP": 67207, + "n_pred": 71824, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8662706983441325, + "FN": 5108, + "FP": 836, + "IoU": 0.7640895380219083, + "TN": 104979244, + "TP": 19252, + "n_pred": 20088, + "n_ref": 24360 + }, + "2": { + "Dice": 0.7263778184976197, + "FN": 10997, + "FP": 109359, + "IoU": 0.5703244094263304, + "TN": 104724331, + "TP": 159753, + "n_pred": 269112, + "n_ref": 170750 + }, + "3": { + "Dice": 0.38667065371923803, + "FN": 116690, + "FP": 221, + "IoU": 0.23967248510704717, + "TN": 104850676, + "TP": 36853, + "n_pred": 37074, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 12650, + "IoU": 0.0, + "TN": 104991790, + "TP": 0, + "n_pred": 12650, + "n_ref": 0 + }, + "5": { + "Dice": 0.47, + "FN": 19223, + "FP": 5263, + "IoU": 0.30718954248366015, + "TN": 104969097, + "TP": 10857, + "n_pred": 16120, + "n_ref": 30080 + }, + "6": { + "Dice": 0.7913574231510994, + "FN": 130646, + "FP": 452143, + "IoU": 0.6547489210700141, + "TN": 103316425, + "TP": 1105226, + "n_pred": 1557369, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8193821446290357, + "FN": 29429, + "FP": 59036, + "IoU": 0.6940282504634625, + "TN": 104715312, + "TP": 200663, + "n_pred": 259699, + "n_ref": 230092 + }, + "8": { + "Dice": 0.8464557809927444, + "FN": 95754, + "FP": 2354, + "IoU": 0.7337870252786732, + "TN": 104635908, + "TP": 270424, + "n_pred": 272778, + "n_ref": 366178 + }, + "9": { + "Dice": 0.8386359840300863, + "FN": 15729, + "FP": 14220, + "IoU": 0.7221129400411973, + "TN": 104896666, + "TP": 77825, + "n_pred": 92045, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8325826696030866, + "FN": 116437, + "FP": 4889, + "IoU": 0.7131834074452317, + "TN": 177253279, + "TP": 301683, + "n_pred": 306572, + "n_ref": 418120 + }, + "10": { + "Dice": 0.2493367465673726, + "FN": 55890, + "FP": 40878, + "IoU": 0.14242416185893175, + "TN": 177563449, + "TP": 16071, + "n_pred": 56949, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7979176526265973, + "FN": 1371, + "FP": 337, + "IoU": 0.6637795275590551, + "TN": 177671208, + "TP": 3372, + "n_pred": 3709, + "n_ref": 4743 + }, + "12": { + "Dice": 0.6644204851752021, + "FN": 2240, + "FP": 748, + "IoU": 0.49747729566094856, + "TN": 177670342, + "TP": 2958, + "n_pred": 3706, + "n_ref": 5198 + }, + "13": { + "Dice": 0.754696511163136, + "FN": 24215, + "FP": 10153, + "IoU": 0.6060342060617177, + "TN": 177589052, + "TP": 52868, + "n_pred": 63021, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9437551695616212, + "FN": 6644, + "FP": 1652, + "IoU": 0.8935003915426781, + "TN": 177598391, + "TP": 69601, + "n_pred": 71253, + "n_ref": 76245 + }, + "15": { + "Dice": 0.6030353210304386, + "FN": 5507, + "FP": 17746, + "IoU": 0.4316754246608823, + "TN": 177635373, + "TP": 17662, + "n_pred": 35408, + "n_ref": 23169 + }, + "2": { + "Dice": 0.6899609099514953, + "FN": 14297, + "FP": 165508, + "IoU": 0.5266720017690076, + "TN": 177296414, + "TP": 200069, + "n_pred": 365577, + "n_ref": 214366 + }, + "3": { + "Dice": 0.24386004876526024, + "FN": 178141, + "FP": 1105, + "IoU": 0.13886139803026665, + "TN": 177468138, + "TP": 28904, + "n_pred": 30009, + "n_ref": 207045 + }, + "4": { + "Dice": 0.6980177191147655, + "FN": 5400, + "FP": 19721, + "IoU": 0.5361192155704103, + "TN": 177622134, + "TP": 29033, + "n_pred": 48754, + "n_ref": 34433 + }, + "5": { + "Dice": 0.5145086230495484, + "FN": 19904, + "FP": 1378, + "IoU": 0.3463558463097761, + "TN": 177643729, + "TP": 11277, + "n_pred": 12655, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8123471625695642, + "FN": 191926, + "FP": 553575, + "IoU": 0.6839937875508555, + "TN": 175317154, + "TP": 1613633, + "n_pred": 2167208, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.7639976751982748, + "FN": 73078, + "FP": 109243, + "IoU": 0.6181199338122866, + "TN": 177198858, + "TP": 295109, + "n_pred": 404352, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8954657092411943, + "FN": 17875, + "FP": 24517, + "IoU": 0.8107178896419929, + "TN": 177452326, + "TP": 181570, + "n_pred": 206087, + "n_ref": 199445 + }, + "9": { + "Dice": 0.8501839675799121, + "FN": 21307, + "FP": 18841, + "IoU": 0.7394086911368578, + "TN": 177522223, + "TP": 113917, + "n_pred": 132758, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9066769422773322, + "FN": 29414, + "FP": 3039, + "IoU": 0.8292854850842447, + "TN": 193815434, + "TP": 157648, + "n_pred": 160687, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8445492863301083, + "FN": 16516, + "FP": 9448, + "IoU": 0.7309262752088213, + "TN": 193909041, + "TP": 70530, + "n_pred": 79978, + "n_ref": 87046 + }, + "11": { + "Dice": 0.7479834743261853, + "FN": 1211, + "FP": 70, + "IoU": 0.5974230043997486, + "TN": 194002353, + "TP": 1901, + "n_pred": 1971, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7647235576923077, + "FN": 1405, + "FP": 161, + "IoU": 0.6190707856969108, + "TN": 194001424, + "TP": 2545, + "n_pred": 2706, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7081279031056295, + "FN": 22209, + "FP": 14613, + "IoU": 0.5481408761811265, + "TN": 193924045, + "TP": 44668, + "n_pred": 59281, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8860741386148915, + "FN": 7766, + "FP": 9755, + "IoU": 0.7954516268372696, + "TN": 193919878, + "TP": 68136, + "n_pred": 77891, + "n_ref": 75902 + }, + "15": { + "Dice": 0.8478818101318917, + "FN": 2773, + "FP": 3755, + "IoU": 0.7359330124185914, + "TN": 193980814, + "TP": 18193, + "n_pred": 21948, + "n_ref": 20966 + }, + "2": { + "Dice": 0.7211850857948229, + "FN": 5602, + "FP": 97465, + "IoU": 0.5639479785415715, + "TN": 193769171, + "TP": 133297, + "n_pred": 230762, + "n_ref": 138899 + }, + "3": { + "Dice": 0.37194239397886814, + "FN": 103718, + "FP": 424, + "IoU": 0.22845776009601493, + "TN": 193870556, + "TP": 30837, + "n_pred": 31261, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9057006944621099, + "FN": 3227, + "FP": 480, + "IoU": 0.8276535403784462, + "TN": 193984026, + "TP": 17802, + "n_pred": 18282, + "n_ref": 21029 + }, + "5": { + "Dice": 0.3004301691998853, + "FN": 22032, + "FP": 2362, + "IoU": 0.1767683585313175, + "TN": 193975903, + "TP": 5238, + "n_pred": 7600, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9036897841924576, + "FN": 58370, + "FP": 224441, + "IoU": 0.8243011614434328, + "TN": 192395900, + "TP": 1326824, + "n_pred": 1551265, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.8202876291066312, + "FN": 79504, + "FP": 26738, + "IoU": 0.6953284964583751, + "TN": 193656825, + "TP": 242468, + "n_pred": 269206, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9196803862906898, + "FN": 30368, + "FP": 6493, + "IoU": 0.8513039795074527, + "TN": 193757640, + "TP": 211034, + "n_pred": 217527, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8177243648219972, + "FN": 28946, + "FP": 2025, + "IoU": 0.6916528942076023, + "TN": 193905093, + "TP": 69471, + "n_pred": 71496, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8982323873041188, + "FN": 2937, + "FP": 22332, + "IoU": 0.8152648316701393, + "TN": 99519015, + "TP": 111516, + "n_pred": 133848, + "n_ref": 114453 + }, + "10": { + "Dice": 0.7715994665516718, + "FN": 23374, + "FP": 5227, + "IoU": 0.6281334512169753, + "TN": 99578888, + "TP": 48311, + "n_pred": 53538, + "n_ref": 71685 + }, + "11": { + "Dice": 0.7169235981704218, + "FN": 1526, + "FP": 145, + "IoU": 0.5587536308423554, + "TN": 99652013, + "TP": 2116, + "n_pred": 2261, + "n_ref": 3642 + }, + "12": { + "Dice": 0.7107703281027105, + "FN": 1575, + "FP": 47, + "IoU": 0.551313969571231, + "TN": 99652185, + "TP": 1993, + "n_pred": 2040, + "n_ref": 3568 + }, + "13": { + "Dice": 0.4965998256320837, + "FN": 26919, + "FP": 10612, + "IoU": 0.3303177916956623, + "TN": 99599757, + "TP": 18512, + "n_pred": 29124, + "n_ref": 45431 + }, + "14": { + "Dice": 0.30413879171014135, + "FN": 31841, + "FP": 70198, + "IoU": 0.17934179414177484, + "TN": 99531462, + "TP": 22299, + "n_pred": 92497, + "n_ref": 54140 + }, + "15": { + "Dice": 0.5488614567451926, + "FN": 21207, + "FP": 6312, + "IoU": 0.37822815698502, + "TN": 99611541, + "TP": 16740, + "n_pred": 23052, + "n_ref": 37947 + }, + "2": { + "Dice": 0.6704859830320915, + "FN": 56586, + "FP": 586, + "IoU": 0.5043090741993098, + "TN": 99540462, + "TP": 58166, + "n_pred": 58752, + "n_ref": 114752 + }, + "3": { + "Dice": 0.8291610165323515, + "FN": 5797, + "FP": 42833, + "IoU": 0.7081768101679049, + "TN": 99489158, + "TP": 118012, + "n_pred": 160845, + "n_ref": 123809 + }, + "4": { + "Dice": 0.7400848019844818, + "FN": 6077, + "FP": 2934, + "IoU": 0.5874084249084249, + "TN": 99633960, + "TP": 12829, + "n_pred": 15763, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8654580152671756, + "FN": 617, + "FP": 1357, + "IoU": 0.7628259041211102, + "TN": 99647477, + "TP": 6349, + "n_pred": 7706, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9601790152691654, + "FN": 46445, + "FP": 62019, + "IoU": 0.9234079994237805, + "TN": 98239673, + "TP": 1307663, + "n_pred": 1369682, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8521192115217442, + "FN": 21898, + "FP": 28456, + "IoU": 0.7423412083160636, + "TN": 99460371, + "TP": 145075, + "n_pred": 173531, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9637912673056444, + "FN": 4992, + "FP": 2216, + "IoU": 0.9301130524152107, + "TN": 99552662, + "TP": 95930, + "n_pred": 98146, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9320438526077347, + "FN": 10773, + "FP": 1587, + "IoU": 0.8727360714984401, + "TN": 99558679, + "TP": 84761, + "n_pred": 86348, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6885013211647365, + "FN": 212148, + "FP": 286, + "IoU": 0.5249729429969321, + "TN": 62636316, + "TP": 234770, + "n_pred": 235056, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8780789011965452, + "FN": 12541, + "FP": 3650, + "IoU": 0.7826565541311498, + "TN": 63009025, + "TP": 58304, + "n_pred": 61954, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7618299009589687, + "FN": 1122, + "FP": 393, + "IoU": 0.6152869476891824, + "TN": 63079582, + "TP": 2423, + "n_pred": 2816, + "n_ref": 3545 + }, + "12": { + "Dice": 0.7806929027917928, + "FN": 1181, + "FP": 123, + "IoU": 0.6402758620689655, + "TN": 63079895, + "TP": 2321, + "n_pred": 2444, + "n_ref": 3502 + }, + "13": { + "Dice": 0.5938816918994849, + "FN": 19020, + "FP": 17408, + "IoU": 0.42235542235542234, + "TN": 63020457, + "TP": 26635, + "n_pred": 44043, + "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": 0.6696732745349762, + "FN": 3473, + "FP": 115403, + "IoU": 0.5033900783289817, + "TN": 62844145, + "TP": 120499, + "n_pred": 235902, + "n_ref": 123972 + }, + "3": { + "Dice": 0.2255967397632447, + "FN": 111314, + "FP": 420, + "IoU": 0.12713949800404659, + "TN": 62955511, + "TP": 16275, + "n_pred": 16695, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0001104911330865698, + "FN": 18028, + "FP": 71, + "IoU": 5.524861878453039e-05, + "TN": 63065420, + "TP": 1, + "n_pred": 72, + "n_ref": 18029 + }, + "5": { + "Dice": 0.43909078535456647, + "FN": 12115, + "FP": 248, + "IoU": 0.281304499476805, + "TN": 63066318, + "TP": 4839, + "n_pred": 5087, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8051463162962308, + "FN": 178885, + "FP": 281314, + "IoU": 0.6738451136548066, + "TN": 61672537, + "TP": 950784, + "n_pred": 1232098, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.6928315422293534, + "FN": 33810, + "FP": 75119, + "IoU": 0.5300246790004142, + "TN": 62851744, + "TP": 122847, + "n_pred": 197966, + "n_ref": 156657 + }, + "8": { + "Dice": 0.8120797054407239, + "FN": 30022, + "FP": 7899, + "IoU": 0.6836146407802631, + "TN": 62963663, + "TP": 81936, + "n_pred": 89835, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8724130088696839, + "FN": 4529, + "FP": 6691, + "IoU": 0.7736990722065349, + "TN": 63033940, + "TP": 38360, + "n_pred": 45051, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.828843832525531, + "FN": 65640, + "FP": 36309, + "IoU": 0.7077141849603926, + "TN": 109260019, + "TP": 246850, + "n_pred": 283159, + "n_ref": 312490 + }, + "10": { + "Dice": 0.4913286114093997, + "FN": 43775, + "FP": 47648, + "IoU": 0.32566973505635216, + "TN": 109473242, + "TP": 44153, + "n_pred": 91801, + "n_ref": 87928 + }, + "11": { + "Dice": 0.5615141955835962, + "FN": 2597, + "FP": 322, + "IoU": 0.39035087719298245, + "TN": 109604030, + "TP": 1869, + "n_pred": 2191, + "n_ref": 4466 + }, + "12": { + "Dice": 0.5391227030231179, + "FN": 2262, + "FP": 848, + "IoU": 0.3690403733008724, + "TN": 109603889, + "TP": 1819, + "n_pred": 2667, + "n_ref": 4081 + }, + "13": { + "Dice": 0.312462602220597, + "FN": 61980, + "FP": 20750, + "IoU": 0.18515892011149523, + "TN": 109507289, + "TP": 18799, + "n_pred": 39549, + "n_ref": 80779 + }, + "14": { + "Dice": 0.4409436088616684, + "FN": 50551, + "FP": 67018, + "IoU": 0.2828272353508119, + "TN": 109444884, + "TP": 46365, + "n_pred": 113383, + "n_ref": 96916 + }, + "15": { + "Dice": 0.6352292441140025, + "FN": 52278, + "FP": 6596, + "IoU": 0.4654475789244305, + "TN": 109498681, + "TP": 51263, + "n_pred": 57859, + "n_ref": 103541 + }, + "2": { + "Dice": 0.48099571544916964, + "FN": 146142, + "FP": 430, + "IoU": 0.31665198073578843, + "TN": 109394327, + "TP": 67919, + "n_pred": 68349, + "n_ref": 214061 + }, + "3": { + "Dice": 0.7607255199406345, + "FN": 14005, + "FP": 131739, + "IoU": 0.6138474826853476, + "TN": 109231392, + "TP": 231682, + "n_pred": 363421, + "n_ref": 245687 + }, + "4": { + "Dice": 0.2597156087902738, + "FN": 42354, + "FP": 2887, + "IoU": 0.1492374522820016, + "TN": 109555641, + "TP": 7936, + "n_pred": 10823, + "n_ref": 50290 + }, + "5": { + "Dice": 0.6283084004602992, + "FN": 5365, + "FP": 772, + "IoU": 0.45805369127516776, + "TN": 109597494, + "TP": 5187, + "n_pred": 5959, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7592232764425747, + "FN": 78462, + "FP": 664907, + "IoU": 0.6118935518598456, + "TN": 107693444, + "TP": 1172005, + "n_pred": 1836912, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.5320765797099423, + "FN": 741317, + "FP": 61867, + "IoU": 0.36246889473621546, + "TN": 108348983, + "TP": 456651, + "n_pred": 518518, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9360884775484899, + "FN": 4863, + "FP": 6683, + "IoU": 0.8798555686205138, + "TN": 109512717, + "TP": 84555, + "n_pred": 91238, + "n_ref": 89418 + }, + "9": { + "Dice": 0.6044199394405025, + "FN": 15079, + "FP": 37439, + "IoU": 0.4330958549222798, + "TN": 109516178, + "TP": 40122, + "n_pred": 77561, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8811312559321761, + "FN": 4004, + "FP": 10774, + "IoU": 0.7875197699496765, + "TN": 66997802, + "TP": 54772, + "n_pred": 65546, + "n_ref": 58776 + }, + "10": { + "Dice": 0.5823656251225154, + "FN": 41660, + "FP": 11603, + "IoU": 0.4108010044358898, + "TN": 66976953, + "TP": 37136, + "n_pred": 48739, + "n_ref": 78796 + }, + "11": { + "Dice": 0.2515923566878981, + "FN": 2652, + "FP": 168, + "IoU": 0.14389799635701275, + "TN": 67064058, + "TP": 474, + "n_pred": 642, + "n_ref": 3126 + }, + "12": { + "Dice": 0.7010202317136435, + "FN": 1284, + "FP": 445, + "IoU": 0.5396698615548455, + "TN": 67063596, + "TP": 2027, + "n_pred": 2472, + "n_ref": 3311 + }, + "13": { + "Dice": 0.408365840066871, + "FN": 26486, + "FP": 7488, + "IoU": 0.2565701656491389, + "TN": 67021653, + "TP": 11725, + "n_pred": 19213, + "n_ref": 38211 + }, + "14": { + "Dice": 0.5096303159773162, + "FN": 45775, + "FP": 11382, + "IoU": 0.3419489281355776, + "TN": 66980494, + "TP": 29701, + "n_pred": 41083, + "n_ref": 75476 + }, + "15": { + "Dice": 0.2507904906897763, + "FN": 22796, + "FP": 28384, + "IoU": 0.14337361497003984, + "TN": 67007606, + "TP": 8566, + "n_pred": 36950, + "n_ref": 31362 + }, + "2": { + "Dice": 0.7029954726810411, + "FN": 27017, + "FP": 73552, + "IoU": 0.5420146636914249, + "TN": 66847762, + "TP": 119021, + "n_pred": 192573, + "n_ref": 146038 + }, + "3": { + "Dice": 0.6297380991473617, + "FN": 77908, + "FP": 19061, + "IoU": 0.45957498982895933, + "TN": 66887921, + "TP": 82462, + "n_pred": 101523, + "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": 0.5903853211009175, + "FN": 4899, + "FP": 682, + "IoU": 0.4188274497552848, + "TN": 67057749, + "TP": 4022, + "n_pred": 4704, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9223017911450233, + "FN": 96668, + "FP": 68988, + "IoU": 0.8558071114592853, + "TN": 65918502, + "TP": 983194, + "n_pred": 1052182, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.5994664986760899, + "FN": 199356, + "FP": 4101, + "IoU": 0.428027246838023, + "TN": 66711641, + "TP": 152254, + "n_pred": 156355, + "n_ref": 351610 + }, + "8": { + "Dice": 0.93265722445649, + "FN": 5706, + "FP": 5848, + "IoU": 0.8738122802035779, + "TN": 66975790, + "TP": 80008, + "n_pred": 85856, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8919971915139667, + "FN": 12552, + "FP": 3138, + "IoU": 0.8050495763027757, + "TN": 66986870, + "TP": 64792, + "n_pred": 67930, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3229264071680786, + "FN": 145510, + "FP": 29, + "IoU": 0.19255351020272293, + "TN": 74339034, + "TP": 34707, + "n_pred": 34736, + "n_ref": 180217 + }, + "10": { + "Dice": 0.6340175019888624, + "FN": 26263, + "FP": 8240, + "IoU": 0.4641476028514187, + "TN": 74454891, + "TP": 29886, + "n_pred": 38126, + "n_ref": 56149 + }, + "11": { + "Dice": 0.6795811518324607, + "FN": 1440, + "FP": 396, + "IoU": 0.514670896114195, + "TN": 74515497, + "TP": 1947, + "n_pred": 2343, + "n_ref": 3387 + }, + "12": { + "Dice": 0.3723132969034608, + "FN": 1690, + "FP": 33, + "IoU": 0.2287376902417189, + "TN": 74517046, + "TP": 511, + "n_pred": 544, + "n_ref": 2201 + }, + "13": { + "Dice": 0.45040936109761115, + "FN": 24818, + "FP": 19285, + "IoU": 0.29066344993968635, + "TN": 74457105, + "TP": 18072, + "n_pred": 37357, + "n_ref": 42890 + }, + "14": { + "Dice": 0.6136876347637505, + "FN": 7306, + "FP": 23689, + "IoU": 0.4426763045276369, + "TN": 74463666, + "TP": 24619, + "n_pred": 48308, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7820245876409987, + "FN": 8763, + "FP": 3276, + "IoU": 0.6420692730786384, + "TN": 74485645, + "TP": 21596, + "n_pred": 24872, + "n_ref": 30359 + }, + "2": { + "Dice": 0.6329280224266381, + "FN": 4087, + "FP": 154614, + "IoU": 0.46298075946968414, + "TN": 74223758, + "TP": 136821, + "n_pred": 291435, + "n_ref": 140908 + }, + "3": { + "Dice": 0.21581777055366744, + "FN": 136654, + "FP": 1326, + "IoU": 0.12096173080966063, + "TN": 74362313, + "TP": 18987, + "n_pred": 20313, + "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": 0.5665840468679585, + "FN": 5125, + "FP": 2569, + "IoU": 0.3952684115381592, + "TN": 74506557, + "TP": 5029, + "n_pred": 7598, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9356432190786386, + "FN": 69923, + "FP": 141382, + "IoU": 0.8790691578708205, + "TN": 72771959, + "TP": 1536016, + "n_pred": 1677398, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.4080766305164725, + "FN": 122395, + "FP": 7560, + "IoU": 0.25634188073315745, + "TN": 74344529, + "TP": 44796, + "n_pred": 52356, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9623534540472373, + "FN": 2568, + "FP": 2268, + "IoU": 0.9274385943853437, + "TN": 74452633, + "TP": 61811, + "n_pred": 64079, + "n_ref": 64379 + }, + "9": { + "Dice": 0.8891643140765223, + "FN": 15378, + "FP": 3938, + "IoU": 0.8004462994338609, + "TN": 74422484, + "TP": 77480, + "n_pred": 81418, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.754727054464427, + "FN": 46844, + "FP": 106599, + "IoU": 0.6060735978969095, + "TN": 65661658, + "TP": 236079, + "n_pred": 342678, + "n_ref": 282923 + }, + "10": { + "Dice": 0.5843594796024292, + "FN": 36528, + "FP": 30339, + "IoU": 0.41278804271462693, + "TN": 65937308, + "TP": 47005, + "n_pred": 77344, + "n_ref": 83533 + }, + "11": { + "Dice": 0.02819192193006235, + "FN": 3585, + "FP": 0, + "IoU": 0.014297497937860875, + "TN": 66047543, + "TP": 52, + "n_pred": 52, + "n_ref": 3637 + }, + "12": { + "Dice": 0.6115825517344052, + "FN": 972, + "FP": 1637, + "IoU": 0.4404889556079777, + "TN": 66046517, + "TP": 2054, + "n_pred": 3691, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7933952618182609, + "FN": 11156, + "FP": 7838, + "IoU": 0.6575436319053801, + "TN": 65995716, + "TP": 36470, + "n_pred": 44308, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8543176822264986, + "FN": 2510, + "FP": 16643, + "IoU": 0.7456846186530699, + "TN": 65975868, + "TP": 56159, + "n_pred": 72802, + "n_ref": 58669 + }, + "15": { + "Dice": 0.786319232352113, + "FN": 6445, + "FP": 3420, + "IoU": 0.6478797829811537, + "TN": 66023164, + "TP": 18151, + "n_pred": 21571, + "n_ref": 24596 + }, + "2": { + "Dice": 0.32672752913233877, + "FN": 115336, + "FP": 2587, + "IoU": 0.1952625975869411, + "TN": 65904644, + "TP": 28613, + "n_pred": 31200, + "n_ref": 143949 + }, + "3": { + "Dice": 0.7019319600573882, + "FN": 9807, + "FP": 115054, + "IoU": 0.5407512845693521, + "TN": 65779299, + "TP": 147020, + "n_pred": 262074, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8879396528219576, + "FN": 5103, + "FP": 1062, + "IoU": 0.7984635501797973, + "TN": 66020590, + "TP": 24425, + "n_pred": 25487, + "n_ref": 29528 + }, + "5": { + "Dice": 0.7948974193169126, + "FN": 3218, + "FP": 271, + "IoU": 0.659609756097561, + "TN": 66040930, + "TP": 6761, + "n_pred": 7032, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8313173581865374, + "FN": 92252, + "FP": 285657, + "IoU": 0.7113285749641748, + "TN": 64742048, + "TP": 931223, + "n_pred": 1216880, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.6381948743001641, + "FN": 516696, + "FP": 4684, + "IoU": 0.46863891334833513, + "TN": 65069964, + "TP": 459836, + "n_pred": 464520, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9568808528763588, + "FN": 3794, + "FP": 3191, + "IoU": 0.9173265158778066, + "TN": 65966691, + "TP": 77504, + "n_pred": 80695, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8963501908396947, + "FN": 9965, + "FP": 3939, + "IoU": 0.8121690262617529, + "TN": 65977156, + "TP": 60120, + "n_pred": 64059, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9475120909117882, + "FN": 9943, + "FP": 5978, + "IoU": 0.9002593594948128, + "TN": 113312916, + "TP": 143703, + "n_pred": 149681, + "n_ref": 153646 + }, + "10": { + "Dice": 0.824302965164064, + "FN": 8857, + "FP": 21712, + "IoU": 0.701118520111852, + "TN": 113370262, + "TP": 71709, + "n_pred": 93421, + "n_ref": 80566 + }, + "11": { + "Dice": 0.7370766488413547, + "FN": 749, + "FP": 1021, + "IoU": 0.5836273817925194, + "TN": 113468289, + "TP": 2481, + "n_pred": 3502, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8524072612470402, + "FN": 843, + "FP": 279, + "IoU": 0.7427785419532325, + "TN": 113468178, + "TP": 3240, + "n_pred": 3519, + "n_ref": 4083 + }, + "13": { + "Dice": 0.5894519925507338, + "FN": 30823, + "FP": 33328, + "IoU": 0.4178886428804762, + "TN": 113362336, + "TP": 46053, + "n_pred": 79381, + "n_ref": 76876 + }, + "14": { + "Dice": 0.810811174688657, + "FN": 82926, + "FP": 1386, + "IoU": 0.6818186964348387, + "TN": 113207559, + "TP": 180669, + "n_pred": 182055, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7931514744020747, + "FN": 5368, + "FP": 3246, + "IoU": 0.657208802578694, + "TN": 113447411, + "TP": 16515, + "n_pred": 19761, + "n_ref": 21883 + }, + "2": { + "Dice": 0.7339654782543152, + "FN": 5369, + "FP": 82868, + "IoU": 0.579735754158014, + "TN": 113262584, + "TP": 121719, + "n_pred": 204587, + "n_ref": 127088 + }, + "3": { + "Dice": 0.4150835147927451, + "FN": 88466, + "FP": 1252, + "IoU": 0.2618961432144267, + "TN": 113350988, + "TP": 31834, + "n_pred": 33086, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8658231981062771, + "FN": 4574, + "FP": 3645, + "IoU": 0.7633934997265164, + "TN": 113437803, + "TP": 26518, + "n_pred": 30163, + "n_ref": 31092 + }, + "5": { + "Dice": 0.3214525222920444, + "FN": 26355, + "FP": 964, + "IoU": 0.1915063628292394, + "TN": 113438750, + "TP": 6471, + "n_pred": 7435, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9574193278314947, + "FN": 45804, + "FP": 51846, + "IoU": 0.9183167819907117, + "TN": 112277068, + "TP": 1097822, + "n_pred": 1149668, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.6208632502133039, + "FN": 108509, + "FP": 25244, + "IoU": 0.4501825147573869, + "TN": 113229272, + "TP": 109515, + "n_pred": 134759, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9022462363124308, + "FN": 35650, + "FP": 3121, + "IoU": 0.8219022026229358, + "TN": 113254845, + "TP": 178924, + "n_pred": 182045, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8631675570865736, + "FN": 22548, + "FP": 3986, + "IoU": 0.7592742118394193, + "TN": 113362315, + "TP": 83691, + "n_pred": 87677, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7650080903601941, + "FN": 5681, + "FP": 68967, + "IoU": 0.6194438071932911, + "TN": 75000573, + "TP": 121507, + "n_pred": 190474, + "n_ref": 127188 + }, + "10": { + "Dice": 0.7852634837289554, + "FN": 31560, + "FP": 5901, + "IoU": 0.6464475820151762, + "TN": 75090772, + "TP": 68495, + "n_pred": 74396, + "n_ref": 100055 + }, + "11": { + "Dice": 0.6081447963800904, + "FN": 1864, + "FP": 301, + "IoU": 0.43693107932379716, + "TN": 75192883, + "TP": 1680, + "n_pred": 1981, + "n_ref": 3544 + }, + "12": { + "Dice": 0.6009643201542912, + "FN": 1548, + "FP": 521, + "IoU": 0.4295561069754618, + "TN": 75193101, + "TP": 1558, + "n_pred": 2079, + "n_ref": 3106 + }, + "13": { + "Dice": 0.5878451741643924, + "FN": 25212, + "FP": 16923, + "IoU": 0.41627530027845894, + "TN": 75124545, + "TP": 30048, + "n_pred": 46971, + "n_ref": 55260 + }, + "14": { + "Dice": 0.8878718910156698, + "FN": 24606, + "FP": 2786, + "IoU": 0.7983539700534444, + "TN": 75060886, + "TP": 108450, + "n_pred": 111236, + "n_ref": 133056 + }, + "15": { + "Dice": 0.4493553585817889, + "FN": 51506, + "FP": 3162, + "IoU": 0.2897861615610466, + "TN": 75119754, + "TP": 22306, + "n_pred": 25468, + "n_ref": 73812 + }, + "2": { + "Dice": 0.7165285427497813, + "FN": 7112, + "FP": 103028, + "IoU": 0.5582738429453757, + "TN": 74947388, + "TP": 139200, + "n_pred": 242228, + "n_ref": 146312 + }, + "3": { + "Dice": 0.40423590309392093, + "FN": 108312, + "FP": 7243, + "IoU": 0.25331808371780457, + "TN": 75041970, + "TP": 39203, + "n_pred": 46446, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8408274590400092, + "FN": 3075, + "FP": 5212, + "IoU": 0.7253686826843413, + "TN": 75166553, + "TP": 21888, + "n_pred": 27100, + "n_ref": 24963 + }, + "5": { + "Dice": 0.7512698288661405, + "FN": 2894, + "FP": 289, + "IoU": 0.6016270337922403, + "TN": 75188738, + "TP": 4807, + "n_pred": 5096, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9004294542941588, + "FN": 25886, + "FP": 246287, + "IoU": 0.8188919372300494, + "TN": 73693907, + "TP": 1230648, + "n_pred": 1476935, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.7726264366459774, + "FN": 20860, + "FP": 56216, + "IoU": 0.6294957458058934, + "TN": 74988698, + "TP": 130954, + "n_pred": 187170, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9343523296917146, + "FN": 8878, + "FP": 1782, + "IoU": 0.8767929173264294, + "TN": 75110207, + "TP": 75861, + "n_pred": 77643, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8245327026050393, + "FN": 14484, + "FP": 12223, + "IoU": 0.7014509926667859, + "TN": 75107272, + "TP": 62749, + "n_pred": 74972, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.967604578603469, + "FN": 11787, + "FP": 1877, + "IoU": 0.9372422218752009, + "TN": 86710146, + "TP": 204062, + "n_pred": 205939, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6498776306102552, + "FN": 19836, + "FP": 32953, + "IoU": 0.48134720625657046, + "TN": 86826091, + "TP": 48992, + "n_pred": 81945, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6421343146274149, + "FN": 1194, + "FP": 362, + "IoU": 0.47289972899729, + "TN": 86924920, + "TP": 1396, + "n_pred": 1758, + "n_ref": 2590 + }, + "12": { + "Dice": 0.7230056406124094, + "FN": 1326, + "FP": 1424, + "IoU": 0.5661776305410948, + "TN": 86921533, + "TP": 3589, + "n_pred": 5013, + "n_ref": 4915 + }, + "13": { + "Dice": 0.3109707169918641, + "FN": 40053, + "FP": 27784, + "IoU": 0.1841120933309279, + "TN": 86844727, + "TP": 15308, + "n_pred": 43092, + "n_ref": 55361 + }, + "14": { + "Dice": 0.7099395255078307, + "FN": 26048, + "FP": 20717, + "IoU": 0.5503149189864898, + "TN": 86823877, + "TP": 57230, + "n_pred": 77947, + "n_ref": 83278 + }, + "15": { + "Dice": 0.37236467515188276, + "FN": 124591, + "FP": 3719, + "IoU": 0.22877647681100186, + "TN": 86761500, + "TP": 38062, + "n_pred": 41781, + "n_ref": 162653 + }, + "2": { + "Dice": 0.6831852938904766, + "FN": 57880, + "FP": 3647, + "IoU": 0.518816573600488, + "TN": 86800006, + "TP": 66339, + "n_pred": 69986, + "n_ref": 124219 + }, + "3": { + "Dice": 0.8252362291732922, + "FN": 17254, + "FP": 47590, + "IoU": 0.7024699345235638, + "TN": 86709931, + "TP": 153097, + "n_pred": 200687, + "n_ref": 170351 + }, + "4": { + "Dice": 0.7715835277795295, + "FN": 4287, + "FP": 2957, + "IoU": 0.6281123260947687, + "TN": 86908393, + "TP": 12235, + "n_pred": 15192, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8997602770132291, + "FN": 406, + "FP": 723, + "IoU": 0.8177856681730149, + "TN": 86921676, + "TP": 5067, + "n_pred": 5790, + "n_ref": 5473 + }, + "6": { + "Dice": 0.895555348842278, + "FN": 23838, + "FP": 244513, + "IoU": 0.810864852216471, + "TN": 85509040, + "TP": 1150481, + "n_pred": 1394994, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.5251850770397644, + "FN": 654489, + "FP": 12220, + "IoU": 0.35610236163437886, + "TN": 85892445, + "TP": 368718, + "n_pred": 380938, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.951970489007526, + "FN": 3033, + "FP": 2149, + "IoU": 0.9083432088720661, + "TN": 86871335, + "TP": 51355, + "n_pred": 53504, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8025655655458713, + "FN": 9968, + "FP": 10102, + "IoU": 0.6702375866714864, + "TN": 86867010, + "TP": 40792, + "n_pred": 50894, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5504912632318555, + "FN": 16775, + "FP": 100300, + "IoU": 0.37977781662719917, + "TN": 37560837, + "TP": 71688, + "n_pred": 171988, + "n_ref": 88463 + }, + "10": { + "Dice": 0.7539595362155564, + "FN": 19090, + "FP": 7117, + "IoU": 0.6050843115685418, + "TN": 37683239, + "TP": 40154, + "n_pred": 47271, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8246728971962617, + "FN": 382, + "FP": 556, + "IoU": 0.7016539440203562, + "TN": 37746456, + "TP": 2206, + "n_pred": 2762, + "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": 0.6207394805225072, + "FN": 18250, + "FP": 14297, + "IoU": 0.4500523807914569, + "TN": 37690418, + "TP": 26635, + "n_pred": 40932, + "n_ref": 44885 + }, + "14": { + "Dice": 0.25827910834452034, + "FN": 70068, + "FP": 103422, + "IoU": 0.14828960804335872, + "TN": 37545904, + "TP": 30206, + "n_pred": 133628, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4841, + "IoU": 0.0, + "TN": 37744759, + "TP": 0, + "n_pred": 4841, + "n_ref": 0 + }, + "2": { + "Dice": 0.49035396452494695, + "FN": 44085, + "FP": 72627, + "IoU": 0.32481386563615433, + "TN": 37576741, + "TP": 56147, + "n_pred": 128774, + "n_ref": 100232 + }, + "3": { + "Dice": 0.17578275251942457, + "FN": 77274, + "FP": 29866, + "IoU": 0.09636064605912369, + "TN": 37631035, + "TP": 11425, + "n_pred": 41291, + "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": 0.7928598806329737, + "FN": 2809, + "FP": 974, + "IoU": 0.6568084913362968, + "TN": 37738577, + "TP": 7240, + "n_pred": 8214, + "n_ref": 10049 + }, + "6": { + "Dice": 0.8912544238052985, + "FN": 132829, + "FP": 15953, + "IoU": 0.8038403425826066, + "TN": 36991126, + "TP": 609692, + "n_pred": 625645, + "n_ref": 742521 + }, + "7": { + "Dice": 0.8277932718611137, + "FN": 97153, + "FP": 6087, + "IoU": 0.7061836892673375, + "TN": 37398224, + "TP": 248136, + "n_pred": 254223, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9469171718207333, + "FN": 4199, + "FP": 4085, + "IoU": 0.8991858441542637, + "TN": 37667429, + "TP": 73887, + "n_pred": 77972, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8403163417716671, + "FN": 10888, + "FP": 5790, + "IoU": 0.7246082462310728, + "TN": 37689039, + "TP": 43883, + "n_pred": 49673, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8508433598931336, + "FN": 17134, + "FP": 46288, + "IoU": 0.7404067732785402, + "TN": 75662375, + "TP": 180891, + "n_pred": 227179, + "n_ref": 198025 + }, + "10": { + "Dice": 0.8803696543402849, + "FN": 17799, + "FP": 8376, + "IoU": 0.786303852653751, + "TN": 75784201, + "TP": 96312, + "n_pred": 104688, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6848669623059866, + "FN": 1871, + "FP": 403, + "IoU": 0.5207586933614331, + "TN": 75901943, + "TP": 2471, + "n_pred": 2874, + "n_ref": 4342 + }, + "12": { + "Dice": 0.7480689874087398, + "FN": 1049, + "FP": 1332, + "IoU": 0.5975321162947937, + "TN": 75900772, + "TP": 3535, + "n_pred": 4867, + "n_ref": 4584 + }, + "13": { + "Dice": 0.6558418533183618, + "FN": 19306, + "FP": 3988, + "IoU": 0.4879201565213568, + "TN": 75861199, + "TP": 22195, + "n_pred": 26183, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8065959494220681, + "FN": 15970, + "FP": 35683, + "IoU": 0.6758783406436877, + "TN": 75747325, + "TP": 107710, + "n_pred": 143393, + "n_ref": 123680 + }, + "15": { + "Dice": 0.5578089258025393, + "FN": 114601, + "FP": 611, + "IoU": 0.38677879497551626, + "TN": 75718808, + "TP": 72668, + "n_pred": 73279, + "n_ref": 187269 + }, + "2": { + "Dice": 0.39253503823286506, + "FN": 144946, + "FP": 2897, + "IoU": 0.2441950820510199, + "TN": 75711078, + "TP": 47767, + "n_pred": 50664, + "n_ref": 192713 + }, + "3": { + "Dice": 0.7461377778338739, + "FN": 14773, + "FP": 146133, + "IoU": 0.595071583339415, + "TN": 75509319, + "TP": 236463, + "n_pred": 382596, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9198384081196581, + "FN": 2626, + "FP": 2176, + "IoU": 0.8515748153185176, + "TN": 75874335, + "TP": 27551, + "n_pred": 29727, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8855270867735577, + "FN": 1317, + "FP": 832, + "IoU": 0.7945703087658924, + "TN": 75896227, + "TP": 8312, + "n_pred": 9144, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9508783146411565, + "FN": 72440, + "FP": 96435, + "IoU": 0.9063565532113811, + "TN": 74103305, + "TP": 1634508, + "n_pred": 1730943, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8361441634851998, + "FN": 67313, + "FP": 13590, + "IoU": 0.7184258885439434, + "TN": 75619364, + "TP": 206421, + "n_pred": 220011, + "n_ref": 273734 + }, + "8": { + "Dice": 0.949079331151337, + "FN": 6495, + "FP": 2653, + "IoU": 0.9030932203389831, + "TN": 75812288, + "TP": 85252, + "n_pred": 87905, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8540696138282043, + "FN": 16329, + "FP": 4659, + "IoU": 0.7453067168254354, + "TN": 75824283, + "TP": 61417, + "n_pred": 66076, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9644701967012299, + "FN": 6079, + "FP": 476, + "IoU": 0.9313785017377831, + "TN": 61292226, + "TP": 88969, + "n_pred": 89445, + "n_ref": 95048 + }, + "10": { + "Dice": 0.831942789034565, + "FN": 13139, + "FP": 13087, + "IoU": 0.7122448979591837, + "TN": 61296610, + "TP": 64914, + "n_pred": 78001, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8213463361777056, + "FN": 310, + "FP": 1009, + "IoU": 0.696851298552057, + "TN": 61383399, + "TP": 3032, + "n_pred": 4041, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8461285008237233, + "FN": 801, + "FP": 133, + "IoU": 0.7332952598515134, + "TN": 61384248, + "TP": 2568, + "n_pred": 2701, + "n_ref": 3369 + }, + "13": { + "Dice": 0.5602458436732543, + "FN": 17669, + "FP": 16532, + "IoU": 0.38912604711808096, + "TN": 61331763, + "TP": 21786, + "n_pred": 38318, + "n_ref": 39455 + }, + "14": { + "Dice": 0.6800574729495938, + "FN": 8480, + "FP": 46075, + "IoU": 0.5152174878926556, + "TN": 61275215, + "TP": 57980, + "n_pred": 104055, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8158721396369754, + "FN": 11694, + "FP": 2315, + "IoU": 0.6890067930559872, + "TN": 61342704, + "TP": 31037, + "n_pred": 33352, + "n_ref": 42731 + }, + "2": { + "Dice": 0.7619464835425054, + "FN": 4456, + "FP": 75968, + "IoU": 0.6154390528470057, + "TN": 61178618, + "TP": 128708, + "n_pred": 204676, + "n_ref": 133164 + }, + "3": { + "Dice": 0.5756458732142574, + "FN": 79041, + "FP": 1428, + "IoU": 0.40414519282033057, + "TN": 61252702, + "TP": 54579, + "n_pred": 56007, + "n_ref": 133620 + }, + "4": { + "Dice": 0.622738013340113, + "FN": 8566, + "FP": 4047, + "IoU": 0.45215653911306086, + "TN": 61364727, + "TP": 10410, + "n_pred": 14457, + "n_ref": 18976 + }, + "5": { + "Dice": 0.16690898517010758, + "FN": 25112, + "FP": 673, + "IoU": 0.09105329949238579, + "TN": 61359382, + "TP": 2583, + "n_pred": 3256, + "n_ref": 27695 + }, + "6": { + "Dice": 0.930314741906823, + "FN": 66980, + "FP": 72000, + "IoU": 0.8697088558228836, + "TN": 60321062, + "TP": 927708, + "n_pred": 999708, + "n_ref": 994688 + }, + "7": { + "Dice": 0.5762181677437367, + "FN": 89321, + "FP": 44258, + "IoU": 0.4047095943278088, + "TN": 61163357, + "TP": 90814, + "n_pred": 135072, + "n_ref": 180135 + }, + "8": { + "Dice": 0.847561696142876, + "FN": 63413, + "FP": 2378, + "IoU": 0.7354508204961177, + "TN": 61139059, + "TP": 182900, + "n_pred": 185278, + "n_ref": 246313 + }, + "9": { + "Dice": 0.8864513261822515, + "FN": 13894, + "FP": 2969, + "IoU": 0.7960597924678906, + "TN": 61305064, + "TP": 65823, + "n_pred": 68792, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9544970025435442, + "FN": 10454, + "FP": 6237, + "IoU": 0.9129548216176187, + "TN": 39557049, + "TP": 175060, + "n_pred": 181297, + "n_ref": 185514 + }, + "10": { + "Dice": 0.6736346771639292, + "FN": 22056, + "FP": 6796, + "IoU": 0.5078801937640718, + "TN": 39690172, + "TP": 29776, + "n_pred": 36572, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7841191066997518, + "FN": 819, + "FP": 399, + "IoU": 0.6448979591836734, + "TN": 39745370, + "TP": 2212, + "n_pred": 2611, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8074098798397864, + "FN": 1041, + "FP": 113, + "IoU": 0.6770221102714805, + "TN": 39745227, + "TP": 2419, + "n_pred": 2532, + "n_ref": 3460 + }, + "13": { + "Dice": 0.6561530232902973, + "FN": 12835, + "FP": 19630, + "IoU": 0.48826468687441876, + "TN": 39685359, + "TP": 30976, + "n_pred": 50606, + "n_ref": 43811 + }, + "14": { + "Dice": 0.3330515073979308, + "FN": 18364, + "FP": 41588, + "IoU": 0.19979711963267976, + "TN": 39673879, + "TP": 14969, + "n_pred": 56557, + "n_ref": 33333 + }, + "15": { + "Dice": 0.662744423418774, + "FN": 22822, + "FP": 6585, + "IoU": 0.49560041851769265, + "TN": 39690499, + "TP": 28894, + "n_pred": 35479, + "n_ref": 51716 + }, + "2": { + "Dice": 0.7007270850779153, + "FN": 4462, + "FP": 92389, + "IoU": 0.539322475693982, + "TN": 39538564, + "TP": 113385, + "n_pred": 205774, + "n_ref": 117847 + }, + "3": { + "Dice": 0.44210939122009735, + "FN": 95945, + "FP": 791, + "IoU": 0.28378718552411414, + "TN": 39613734, + "TP": 38330, + "n_pred": 39121, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8855096418732782, + "FN": 3683, + "FP": 1512, + "IoU": 0.7945422187067431, + "TN": 39723515, + "TP": 20090, + "n_pred": 21602, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8314464524295057, + "FN": 612, + "FP": 1785, + "IoU": 0.7115176314839331, + "TN": 39740491, + "TP": 5912, + "n_pred": 7697, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9503462210606569, + "FN": 19266, + "FP": 75690, + "IoU": 0.9053901773411089, + "TN": 38745141, + "TP": 908703, + "n_pred": 984393, + "n_ref": 927969 + }, + "7": { + "Dice": 0.4336640401526994, + "FN": 528169, + "FP": 4419, + "IoU": 0.27686527748170736, + "TN": 39012301, + "TP": 203911, + "n_pred": 208330, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9685094189226003, + "FN": 1540, + "FP": 1581, + "IoU": 0.9389416022693925, + "TN": 39697685, + "TP": 47994, + "n_pred": 49575, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9127014648813061, + "FN": 2470, + "FP": 5021, + "IoU": 0.8394212218649517, + "TN": 39702150, + "TP": 39159, + "n_pred": 44180, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8193608733892697, + "FN": 8921, + "FP": 29896, + "IoU": 0.693997729637688, + "TN": 101269756, + "TP": 88035, + "n_pred": 117931, + "n_ref": 96956 + }, + "10": { + "Dice": 0.7304982635197391, + "FN": 30858, + "FP": 7166, + "IoU": 0.5754212401040678, + "TN": 101307051, + "TP": 51533, + "n_pred": 58699, + "n_ref": 82391 + }, + "11": { + "Dice": 0.7256982030742585, + "FN": 2177, + "FP": 357, + "IoU": 0.5694869181107713, + "TN": 101390722, + "TP": 3352, + "n_pred": 3709, + "n_ref": 5529 + }, + "12": { + "Dice": 0.5944233206590621, + "FN": 2880, + "FP": 320, + "IoU": 0.42290351668169524, + "TN": 101391063, + "TP": 2345, + "n_pred": 2665, + "n_ref": 5225 + }, + "13": { + "Dice": 0.8834762791360172, + "FN": 6527, + "FP": 4926, + "IoU": 0.7912740792039511, + "TN": 101341737, + "TP": 43418, + "n_pred": 48344, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9243202583201849, + "FN": 24418, + "FP": 332, + "IoU": 0.8592894543841995, + "TN": 101220715, + "TP": 151143, + "n_pred": 151475, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8441325281540721, + "FN": 6186, + "FP": 1454, + "IoU": 0.7303021745269698, + "TN": 101368280, + "TP": 20688, + "n_pred": 22142, + "n_ref": 26874 + }, + "2": { + "Dice": 0.6797662969380498, + "FN": 8731, + "FP": 154275, + "IoU": 0.5148833084335772, + "TN": 101060594, + "TP": 173008, + "n_pred": 327283, + "n_ref": 181739 + }, + "3": { + "Dice": 0.07532618517303498, + "FN": 160632, + "FP": 31, + "IoU": 0.039137117465177895, + "TN": 101229401, + "TP": 6544, + "n_pred": 6575, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8945971658905413, + "FN": 1213, + "FP": 892, + "IoU": 0.8092951621670592, + "TN": 101385570, + "TP": 8933, + "n_pred": 9825, + "n_ref": 10146 + }, + "5": { + "Dice": 0.5694393034036628, + "FN": 22363, + "FP": 2064, + "IoU": 0.3980532281912272, + "TN": 101356028, + "TP": 16153, + "n_pred": 18217, + "n_ref": 38516 + }, + "6": { + "Dice": 0.8916830147222281, + "FN": 67631, + "FP": 360664, + "IoU": 0.8045378953555873, + "TN": 99205416, + "TP": 1762897, + "n_pred": 2123561, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.6498847586175576, + "FN": 232062, + "FP": 14632, + "IoU": 0.48135502711021316, + "TN": 100920957, + "TP": 228957, + "n_pred": 243589, + "n_ref": 461019 + }, + "8": { + "Dice": 0.822467156888278, + "FN": 74131, + "FP": 4262, + "IoU": 0.698466426392698, + "TN": 101136627, + "TP": 181588, + "n_pred": 185850, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9387427406074742, + "FN": 6525, + "FP": 3928, + "IoU": 0.8845571912929197, + "TN": 101306061, + "TP": 80094, + "n_pred": 84022, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.29190922717607276, + "FN": 179312, + "FP": 3505, + "IoU": 0.17089795918367348, + "TN": 73663004, + "TP": 37683, + "n_pred": 41188, + "n_ref": 216995 + }, + "10": { + "Dice": 0.013431886822444762, + "FN": 74996, + "FP": 49134, + "IoU": 0.0067613522704540905, + "TN": 73758529, + "TP": 845, + "n_pred": 49979, + "n_ref": 75841 + }, + "11": { + "Dice": 0.5084798026518655, + "FN": 2961, + "FP": 3415, + "IoU": 0.34091378953897045, + "TN": 73873830, + "TP": 3298, + "n_pred": 6713, + "n_ref": 6259 + }, + "12": { + "Dice": 0.2553512209828158, + "FN": 4694, + "FP": 246, + "IoU": 0.146362536720235, + "TN": 73877717, + "TP": 847, + "n_pred": 1093, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0010646084237141526, + "FN": 61191, + "FP": 28887, + "IoU": 0.0005325877105385793, + "TN": 73793378, + "TP": 48, + "n_pred": 28935, + "n_ref": 61239 + }, + "14": { + "Dice": 0.5008628255735564, + "FN": 42077, + "FP": 75646, + "IoU": 0.33410073081883385, + "TN": 73706716, + "TP": 59065, + "n_pred": 134711, + "n_ref": 101142 + }, + "15": { + "Dice": 0.2624846529423522, + "FN": 185403, + "FP": 21237, + "IoU": 0.1510689694838381, + "TN": 73640092, + "TP": 36772, + "n_pred": 58009, + "n_ref": 222175 + }, + "2": { + "Dice": 0.3845463353932603, + "FN": 131717, + "FP": 58204, + "IoU": 0.23804231827774078, + "TN": 73634250, + "TP": 59333, + "n_pred": 117537, + "n_ref": 191050 + }, + "3": { + "Dice": 0.5412948595259901, + "FN": 69031, + "FP": 131808, + "IoU": 0.3710790100801969, + "TN": 73564165, + "TP": 118500, + "n_pred": 250308, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 1686, + "IoU": 0.0, + "TN": 73833930, + "TP": 0, + "n_pred": 1686, + "n_ref": 47888 + }, + "5": { + "Dice": 0.3190557987477143, + "FN": 12249, + "FP": 40, + "IoU": 0.1898074894514768, + "TN": 73868336, + "TP": 2879, + "n_pred": 2919, + "n_ref": 15128 + }, + "6": { + "Dice": 0.5804783030349037, + "FN": 508413, + "FP": 1215869, + "IoU": 0.4089252769266947, + "TN": 70966306, + "TP": 1192916, + "n_pred": 2408785, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.3402321319486866, + "FN": 123865, + "FP": 65142, + "IoU": 0.20498778082030444, + "TN": 73645763, + "TP": 48734, + "n_pred": 113876, + "n_ref": 172599 + }, + "8": { + "Dice": 0.7860450669226859, + "FN": 23773, + "FP": 6535, + "IoU": 0.6475076178735084, + "TN": 73797522, + "TP": 55674, + "n_pred": 62209, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7689770182736825, + "FN": 16518, + "FP": 27743, + "IoU": 0.6246650384993725, + "TN": 73765580, + "TP": 73663, + "n_pred": 101406, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8811845290961517, + "FN": 6274, + "FP": 42555, + "IoU": 0.78760488392628, + "TN": 69265879, + "TP": 181068, + "n_pred": 223623, + "n_ref": 187342 + }, + "10": { + "Dice": 0.6641136054480709, + "FN": 29148, + "FP": 9619, + "IoU": 0.4971332952835573, + "TN": 69418684, + "TP": 38325, + "n_pred": 47944, + "n_ref": 67473 + }, + "11": { + "Dice": 0.787061288632792, + "FN": 456, + "FP": 1170, + "IoU": 0.6488879291729648, + "TN": 69491145, + "TP": 3005, + "n_pred": 4175, + "n_ref": 3461 + }, + "12": { + "Dice": 0.7993101285669489, + "FN": 603, + "FP": 677, + "IoU": 0.665709062418386, + "TN": 69491947, + "TP": 2549, + "n_pred": 3226, + "n_ref": 3152 + }, + "13": { + "Dice": 0.7425977260857338, + "FN": 22366, + "FP": 16076, + "IoU": 0.5905808677870791, + "TN": 69401882, + "TP": 55452, + "n_pred": 71528, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8651812936134294, + "FN": 32134, + "FP": 4922, + "IoU": 0.7623960450637035, + "TN": 69339819, + "TP": 118901, + "n_pred": 123823, + "n_ref": 151035 + }, + "15": { + "Dice": 0.7756079155878794, + "FN": 34382, + "FP": 112, + "IoU": 0.6334636800272028, + "TN": 69401668, + "TP": 59614, + "n_pred": 59726, + "n_ref": 93996 + }, + "2": { + "Dice": 0.7640219280203497, + "FN": 13638, + "FP": 70689, + "IoU": 0.6181516851643052, + "TN": 69274937, + "TP": 136512, + "n_pred": 207201, + "n_ref": 150150 + }, + "3": { + "Dice": 0.6684861564173429, + "FN": 85372, + "FP": 1113, + "IoU": 0.5020497230570813, + "TN": 69322094, + "TP": 87197, + "n_pred": 88310, + "n_ref": 172569 + }, + "4": { + "Dice": 0.5292609702935007, + "FN": 17815, + "FP": 16524, + "IoU": 0.3598605596256734, + "TN": 69442133, + "TP": 19304, + "n_pred": 35828, + "n_ref": 37119 + }, + "5": { + "Dice": 0.874850416052097, + "FN": 3375, + "FP": 1122, + "IoU": 0.7775414296314618, + "TN": 69475561, + "TP": 15718, + "n_pred": 16840, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9161587472173178, + "FN": 77172, + "FP": 174034, + "IoU": 0.8452886849113265, + "TN": 67872068, + "TP": 1372502, + "n_pred": 1546536, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9023294598229422, + "FN": 34889, + "FP": 25316, + "IoU": 0.8220403361443895, + "TN": 69157469, + "TP": 278102, + "n_pred": 303418, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8978387440938881, + "FN": 15051, + "FP": 1706, + "IoU": 0.814616499430253, + "TN": 69405385, + "TP": 73634, + "n_pred": 75340, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8871112632074261, + "FN": 7786, + "FP": 10687, + "IoU": 0.7971248462484625, + "TN": 69404720, + "TP": 72583, + "n_pred": 83270, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8354208848239428, + "FN": 22925, + "FP": 47793, + "IoU": 0.7173586353535515, + "TN": 50583348, + "TP": 179486, + "n_pred": 227279, + "n_ref": 202411 + }, + "10": { + "Dice": 0.7573663904501663, + "FN": 24703, + "FP": 8062, + "IoU": 0.6094848752115564, + "TN": 50749650, + "TP": 51137, + "n_pred": 59199, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8524992333639988, + "FN": 1169, + "FP": 755, + "IoU": 0.7429182255478354, + "TN": 50826068, + "TP": 5560, + "n_pred": 6315, + "n_ref": 6729 + }, + "12": { + "Dice": 0.20861678004535147, + "FN": 5563, + "FP": 21, + "IoU": 0.11645569620253164, + "TN": 50827232, + "TP": 736, + "n_pred": 757, + "n_ref": 6299 + }, + "13": { + "Dice": 0.4723034687053508, + "FN": 16694, + "FP": 53849, + "IoU": 0.3091605296145409, + "TN": 50731440, + "TP": 31569, + "n_pred": 85418, + "n_ref": 48263 + }, + "14": { + "Dice": 0.524682678242816, + "FN": 22938, + "FP": 27429, + "IoU": 0.355640559834199, + "TN": 50755386, + "TP": 27799, + "n_pred": 55228, + "n_ref": 50737 + }, + "15": { + "Dice": 0.5636822699583199, + "FN": 20691, + "FP": 1083, + "IoU": 0.392449566115126, + "TN": 50797713, + "TP": 14065, + "n_pred": 15148, + "n_ref": 34756 + }, + "2": { + "Dice": 0.6972569269957892, + "FN": 10880, + "FP": 163830, + "IoU": 0.5352221335461559, + "TN": 50457652, + "TP": 201190, + "n_pred": 365020, + "n_ref": 212070 + }, + "3": { + "Dice": 0.2696749385655534, + "FN": 171365, + "FP": 712, + "IoU": 0.15585218325508837, + "TN": 50629705, + "TP": 31770, + "n_pred": 32482, + "n_ref": 203135 + }, + "4": { + "Dice": 0.8159333768123213, + "FN": 1701, + "FP": 5637, + "IoU": 0.68909414456402, + "TN": 50809950, + "TP": 16264, + "n_pred": 21901, + "n_ref": 17965 + }, + "5": { + "Dice": 0.7666898470097357, + "FN": 4024, + "FP": 1344, + "IoU": 0.6216521003665069, + "TN": 50819364, + "TP": 8820, + "n_pred": 10164, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8846774358833158, + "FN": 59708, + "FP": 497343, + "IoU": 0.7932032080638167, + "TN": 48139840, + "TP": 2136661, + "n_pred": 2634004, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.6774190198257329, + "FN": 65293, + "FP": 90012, + "IoU": 0.5121947389085199, + "TN": 50515177, + "TP": 163070, + "n_pred": 253082, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9621752301345327, + "FN": 4620, + "FP": 3109, + "IoU": 0.9271075985778012, + "TN": 50727519, + "TP": 98304, + "n_pred": 101413, + "n_ref": 102924 + }, + "9": { + "Dice": 0.8736514359162347, + "FN": 20979, + "FP": 6250, + "IoU": 0.775649265045152, + "TN": 50712184, + "TP": 94139, + "n_pred": 100389, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8614795802783042, + "FN": 50339, + "FP": 1634, + "IoU": 0.7566659019509614, + "TN": 76671273, + "TP": 161614, + "n_pred": 163248, + "n_ref": 211953 + }, + "10": { + "Dice": 0.6939652175256696, + "FN": 20048, + "FP": 19563, + "IoU": 0.5313527838905847, + "TN": 76800338, + "TP": 44911, + "n_pred": 64474, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7671048196831817, + "FN": 598, + "FP": 784, + "IoU": 0.6221979223619464, + "TN": 76881202, + "TP": 2276, + "n_pred": 3060, + "n_ref": 2874 + }, + "12": { + "Dice": 0.6909353905496625, + "FN": 1176, + "FP": 106, + "IoU": 0.5278084714548803, + "TN": 76882145, + "TP": 1433, + "n_pred": 1539, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5514103494763041, + "FN": 21514, + "FP": 13092, + "IoU": 0.38065324384787474, + "TN": 76828985, + "TP": 21269, + "n_pred": 34361, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8716606929510156, + "FN": 8551, + "FP": 12933, + "IoU": 0.7725164651320388, + "TN": 76790418, + "TP": 72958, + "n_pred": 85891, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6716381492664776, + "FN": 17994, + "FP": 3538, + "IoU": 0.5056138497922072, + "TN": 76841307, + "TP": 22021, + "n_pred": 25559, + "n_ref": 40015 + }, + "2": { + "Dice": 0.7968085930439722, + "FN": 26748, + "FP": 12599, + "IoU": 0.6622459140227991, + "TN": 76768364, + "TP": 77149, + "n_pred": 89748, + "n_ref": 103897 + }, + "3": { + "Dice": 0.7794100580270793, + "FN": 16819, + "FP": 28799, + "IoU": 0.6385519257739147, + "TN": 76758651, + "TP": 80591, + "n_pred": 109390, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9261386015464665, + "FN": 2544, + "FP": 1019, + "IoU": 0.8624377437164589, + "TN": 76858959, + "TP": 22338, + "n_pred": 23357, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8626518581246132, + "FN": 2512, + "FP": 1705, + "IoU": 0.7584765177548682, + "TN": 76867400, + "TP": 13243, + "n_pred": 14948, + "n_ref": 15755 + }, + "6": { + "Dice": 0.901171037815406, + "FN": 21816, + "FP": 221476, + "IoU": 0.8201194806731139, + "TN": 75532340, + "TP": 1109228, + "n_pred": 1330704, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.8095814344687899, + "FN": 19661, + "FP": 46900, + "IoU": 0.6800813242588534, + "TN": 76676804, + "TP": 141495, + "n_pred": 188395, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9470085914449484, + "FN": 4446, + "FP": 3708, + "IoU": 0.8993507295035426, + "TN": 76803846, + "TP": 72860, + "n_pred": 76568, + "n_ref": 77306 + }, + "9": { + "Dice": 0.8903497177232219, + "FN": 15988, + "FP": 2677, + "IoU": 0.8023696582101563, + "TN": 76790416, + "TP": 75779, + "n_pred": 78456, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6394459605790023, + "FN": 29794, + "FP": 77089, + "IoU": 0.4699893881841894, + "TN": 130798270, + "TP": 94779, + "n_pred": 171868, + "n_ref": 124573 + }, + "10": { + "Dice": 0.5248843343278419, + "FN": 21146, + "FP": 44782, + "IoU": 0.35582588304264984, + "TN": 130897587, + "TP": 36417, + "n_pred": 81199, + "n_ref": 57563 + }, + "11": { + "Dice": 0.6960662056456184, + "FN": 2498, + "FP": 183, + "IoU": 0.5338202051817075, + "TN": 130994181, + "TP": 3070, + "n_pred": 3253, + "n_ref": 5568 + }, + "12": { + "Dice": 0.5433223492924986, + "FN": 4499, + "FP": 213, + "IoU": 0.3729873586161011, + "TN": 130992417, + "TP": 2803, + "n_pred": 3016, + "n_ref": 7302 + }, + "13": { + "Dice": 0.1734891907749244, + "FN": 70729, + "FP": 2523, + "IoU": 0.09498393872003953, + "TN": 130918992, + "TP": 7688, + "n_pred": 10211, + "n_ref": 78417 + }, + "14": { + "Dice": 0.0019481702910315037, + "FN": 945195, + "FP": 7687, + "IoU": 0.0009750349125404168, + "TN": 130046120, + "TP": 930, + "n_pred": 8617, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 14265, + "IoU": 0.0, + "TN": 130960357, + "TP": 0, + "n_pred": 14265, + "n_ref": 25310 + }, + "2": { + "Dice": 0.36987985161397485, + "FN": 168752, + "FP": 1957, + "IoU": 0.22690342916145861, + "TN": 130779120, + "TP": 50103, + "n_pred": 52060, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7050982264443709, + "FN": 23115, + "FP": 194309, + "IoU": 0.544518696972871, + "TN": 130522582, + "TP": 259926, + "n_pred": 454235, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 168, + "IoU": 0.0, + "TN": 130997484, + "TP": 0, + "n_pred": 168, + "n_ref": 2280 + }, + "5": { + "Dice": 0.541442766653658, + "FN": 14701, + "FP": 574, + "IoU": 0.37121804635080063, + "TN": 130975639, + "TP": 9018, + "n_pred": 9592, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8554135932892295, + "FN": 114293, + "FP": 345021, + "IoU": 0.7473560652772866, + "TN": 129181903, + "TP": 1358715, + "n_pred": 1703736, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.3253690195853196, + "FN": 147417, + "FP": 87503, + "IoU": 0.1942929656686216, + "TN": 130708362, + "TP": 56650, + "n_pred": 144153, + "n_ref": 204067 + }, + "8": { + "Dice": 0.941359457324571, + "FN": 10425, + "FP": 3977, + "IoU": 0.8892153846153846, + "TN": 130869932, + "TP": 115598, + "n_pred": 119575, + "n_ref": 126023 + }, + "9": { + "Dice": 0.6937694087691076, + "FN": 16894, + "FP": 18705, + "IoU": 0.5311232284916495, + "TN": 130924008, + "TP": 40325, + "n_pred": 59030, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.945952559911902, + "FN": 3300, + "FP": 2884, + "IoU": 0.897447803519013, + "TN": 74366397, + "TP": 54117, + "n_pred": 57001, + "n_ref": 57417 + }, + "10": { + "Dice": 0.32769705068445587, + "FN": 63203, + "FP": 692, + "IoU": 0.19595555387771024, + "TN": 74347231, + "TP": 15572, + "n_pred": 16264, + "n_ref": 78775 + }, + "11": { + "Dice": 0.6748270356572645, + "FN": 1120, + "FP": 102, + "IoU": 0.5092369477911647, + "TN": 74424208, + "TP": 1268, + "n_pred": 1370, + "n_ref": 2388 + }, + "12": { + "Dice": 0.6405723905723906, + "FN": 935, + "FP": 773, + "IoU": 0.4712074303405573, + "TN": 74423468, + "TP": 1522, + "n_pred": 2295, + "n_ref": 2457 + }, + "13": { + "Dice": 0.21860212682959923, + "FN": 90438, + "FP": 1706, + "IoU": 0.12271381375377262, + "TN": 74321665, + "TP": 12889, + "n_pred": 14595, + "n_ref": 103327 + }, + "14": { + "Dice": 0.7709198731018848, + "FN": 59356, + "FP": 6932, + "IoU": 0.6272332098050353, + "TN": 74248871, + "TP": 111539, + "n_pred": 118471, + "n_ref": 170895 + }, + "15": { + "Dice": 0.7434307482690543, + "FN": 8850, + "FP": 377, + "IoU": 0.5916353175481301, + "TN": 74404103, + "TP": 13368, + "n_pred": 13745, + "n_ref": 22218 + }, + "2": { + "Dice": 0.8178935256644122, + "FN": 31321, + "FP": 7613, + "IoU": 0.6918949717487298, + "TN": 74300332, + "TP": 87432, + "n_pred": 95045, + "n_ref": 118753 + }, + "3": { + "Dice": 0.871557919942005, + "FN": 12170, + "FP": 22911, + "IoU": 0.772355032964751, + "TN": 74272594, + "TP": 119023, + "n_pred": 141934, + "n_ref": 131193 + }, + "4": { + "Dice": 0.5169807755892495, + "FN": 19515, + "FP": 937, + "IoU": 0.3486001847310253, + "TN": 74395301, + "TP": 10945, + "n_pred": 11882, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9552977733457113, + "FN": 20616, + "FP": 60521, + "IoU": 0.9144211134737411, + "TN": 73478602, + "TP": 866959, + "n_pred": 927480, + "n_ref": 887575 + }, + "7": { + "Dice": 0.6324085820274503, + "FN": 65018, + "FP": 34371, + "IoU": 0.46242508816338895, + "TN": 74241814, + "TP": 85495, + "n_pred": 119866, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9178444402845376, + "FN": 4007, + "FP": 3015, + "IoU": 0.8481631240945359, + "TN": 74380451, + "TP": 39225, + "n_pred": 42240, + "n_ref": 43232 + }, + "9": { + "Dice": 0.755507243915281, + "FN": 11531, + "FP": 2864, + "IoU": 0.6070804672999236, + "TN": 74390062, + "TP": 22241, + "n_pred": 25105, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7731213587995619, + "FN": 3119, + "FP": 77454, + "IoU": 0.6301530834729522, + "TN": 106428833, + "TP": 137282, + "n_pred": 214736, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8449215230192159, + "FN": 18702, + "FP": 10900, + "IoU": 0.7314840851573342, + "TN": 106536445, + "TP": 80641, + "n_pred": 91541, + "n_ref": 99343 + }, + "11": { + "Dice": 0.5613474662407434, + "FN": 2718, + "FP": 303, + "IoU": 0.3901897456600727, + "TN": 106641734, + "TP": 1933, + "n_pred": 2236, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7610344512473728, + "FN": 1306, + "FP": 1309, + "IoU": 0.614249889364213, + "TN": 106639909, + "TP": 4164, + "n_pred": 5473, + "n_ref": 5470 + }, + "13": { + "Dice": 0.6617528895481798, + "FN": 19530, + "FP": 2360, + "IoU": 0.4944922984550724, + "TN": 106603385, + "TP": 21413, + "n_pred": 23773, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8592872976161156, + "FN": 3967, + "FP": 17743, + "IoU": 0.753289847496534, + "TN": 106558690, + "TP": 66288, + "n_pred": 84031, + "n_ref": 70255 + }, + "15": { + "Dice": 0.7903903135725097, + "FN": 8022, + "FP": 1811, + "IoU": 0.6534259128718455, + "TN": 106618316, + "TP": 18539, + "n_pred": 20350, + "n_ref": 26561 + }, + "2": { + "Dice": 0.012283759085306245, + "FN": 185517, + "FP": 387, + "IoU": 0.0061798353469475036, + "TN": 106459628, + "TP": 1156, + "n_pred": 1543, + "n_ref": 186673 + }, + "3": { + "Dice": 0.5920978186983828, + "FN": 5026, + "FP": 195400, + "IoU": 0.4205532362702809, + "TN": 106300796, + "TP": 145466, + "n_pred": 340866, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8892221180880975, + "FN": 595, + "FP": 1769, + "IoU": 0.8005399932500844, + "TN": 106634836, + "TP": 9488, + "n_pred": 11257, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7472948911108067, + "FN": 1714, + "FP": 131, + "IoU": 0.5965449376776732, + "TN": 106642115, + "TP": 2728, + "n_pred": 2859, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9433805165756445, + "FN": 114648, + "FP": 24347, + "IoU": 0.8928289998195762, + "TN": 105349742, + "TP": 1157951, + "n_pred": 1182298, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.8659022349086899, + "FN": 69892, + "FP": 12790, + "IoU": 0.7635163929971884, + "TN": 106297057, + "TP": 266949, + "n_pred": 279739, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9489903901155474, + "FN": 4670, + "FP": 2464, + "IoU": 0.9029321722566162, + "TN": 106573193, + "TP": 66361, + "n_pred": 68825, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8827899528925466, + "FN": 13966, + "FP": 4919, + "IoU": 0.7901736608779707, + "TN": 106556685, + "TP": 71118, + "n_pred": 76037, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9545649252340421, + "FN": 8781, + "FP": 5114, + "IoU": 0.913079107708091, + "TN": 107967070, + "TP": 145963, + "n_pred": 151077, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8053678657922966, + "FN": 8314, + "FP": 26886, + "IoU": 0.6741555351902765, + "TN": 108018901, + "TP": 72827, + "n_pred": 99713, + "n_ref": 81141 + }, + "11": { + "Dice": 0.7940886699507389, + "FN": 619, + "FP": 635, + "IoU": 0.6584967320261438, + "TN": 108123256, + "TP": 2418, + "n_pred": 3053, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7830200423254077, + "FN": 829, + "FP": 914, + "IoU": 0.6434124386252046, + "TN": 108122040, + "TP": 3145, + "n_pred": 4059, + "n_ref": 3974 + }, + "13": { + "Dice": 0.6890939968987669, + "FN": 30760, + "FP": 11346, + "IoU": 0.5256624008651767, + "TN": 108038160, + "TP": 46662, + "n_pred": 58008, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8038385859229864, + "FN": 3330, + "FP": 14515, + "IoU": 0.6720151448316424, + "TN": 108072520, + "TP": 36563, + "n_pred": 51078, + "n_ref": 39893 + }, + "15": { + "Dice": 0.8175294812375856, + "FN": 4388, + "FP": 5809, + "IoU": 0.6913740920096852, + "TN": 108093888, + "TP": 22843, + "n_pred": 28652, + "n_ref": 27231 + }, + "2": { + "Dice": 0.73101616687724, + "FN": 76994, + "FP": 6462, + "IoU": 0.5760642080666464, + "TN": 107930068, + "TP": 113404, + "n_pred": 119866, + "n_ref": 190398 + }, + "3": { + "Dice": 0.8464592494062612, + "FN": 11873, + "FP": 56462, + "IoU": 0.7337922383501235, + "TN": 107870230, + "TP": 188363, + "n_pred": 244825, + "n_ref": 200236 + }, + "4": { + "Dice": 0.83034366325222, + "FN": 7734, + "FP": 2717, + "IoU": 0.7099039582523733, + "TN": 108090902, + "TP": 25575, + "n_pred": 28292, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8767123287671232, + "FN": 581, + "FP": 346, + "IoU": 0.7804878048780488, + "TN": 108122705, + "TP": 3296, + "n_pred": 3642, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9790191244117571, + "FN": 28628, + "FP": 33553, + "IoU": 0.9589005512445966, + "TN": 106613988, + "TP": 1450759, + "n_pred": 1484312, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.7661906215889581, + "FN": 46855, + "FP": 81024, + "IoU": 0.6209959455614568, + "TN": 107789520, + "TP": 209529, + "n_pred": 290553, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9441039246180587, + "FN": 1891, + "FP": 2997, + "IoU": 0.8941258014208976, + "TN": 108080760, + "TP": 41280, + "n_pred": 44277, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9243447180301827, + "FN": 5878, + "FP": 3266, + "IoU": 0.8593317334317888, + "TN": 108061924, + "TP": 55860, + "n_pred": 59126, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8734533310266497, + "FN": 8370, + "FP": 25278, + "IoU": 0.7753370145088168, + "TN": 62420389, + "TP": 116123, + "n_pred": 141401, + "n_ref": 124493 + }, + "10": { + "Dice": 0.6650900117062676, + "FN": 17103, + "FP": 25239, + "IoU": 0.4982283581205191, + "TN": 62485775, + "TP": 42043, + "n_pred": 67282, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6807264206209724, + "FN": 890, + "FP": 200, + "IoU": 0.5159857904085258, + "TN": 62567908, + "TP": 1162, + "n_pred": 1362, + "n_ref": 2052 + }, + "12": { + "Dice": 0.691021353228711, + "FN": 1581, + "FP": 821, + "IoU": 0.5279088050314465, + "TN": 62565072, + "TP": 2686, + "n_pred": 3507, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8096610829762368, + "FN": 10533, + "FP": 4125, + "IoU": 0.6801937426364707, + "TN": 62524326, + "TP": 31176, + "n_pred": 35301, + "n_ref": 41709 + }, + "14": { + "Dice": 0.5357655875287545, + "FN": 222961, + "FP": 4882, + "IoU": 0.3659015134226507, + "TN": 62210842, + "TP": 131475, + "n_pred": 136357, + "n_ref": 354436 + }, + "15": { + "Dice": 0.19639259706359596, + "FN": 78812, + "FP": 23705, + "IoU": 0.10888877299120336, + "TN": 62455116, + "TP": 12527, + "n_pred": 36232, + "n_ref": 91339 + }, + "2": { + "Dice": 0.6074463244115336, + "FN": 93593, + "FP": 1299, + "IoU": 0.43621034869972847, + "TN": 62401849, + "TP": 73419, + "n_pred": 74718, + "n_ref": 167012 + }, + "3": { + "Dice": 0.7879102229488334, + "FN": 10284, + "FP": 91942, + "IoU": 0.6500427920988668, + "TN": 62278050, + "TP": 189884, + "n_pred": 281826, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9157453791673864, + "FN": 2275, + "FP": 1627, + "IoU": 0.844585175449078, + "TN": 62545053, + "TP": 21205, + "n_pred": 22832, + "n_ref": 23480 + }, + "5": { + "Dice": 0.627784008972921, + "FN": 4257, + "FP": 389, + "IoU": 0.4574964969640355, + "TN": 62561596, + "TP": 3918, + "n_pred": 4307, + "n_ref": 8175 + }, + "6": { + "Dice": 0.941171376345721, + "FN": 33870, + "FP": 144106, + "IoU": 0.8888798010555345, + "TN": 60968507, + "TP": 1423677, + "n_pred": 1567783, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.798804348658466, + "FN": 30930, + "FP": 47889, + "IoU": 0.6650076927654004, + "TN": 62334874, + "TP": 156467, + "n_pred": 204356, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9081139977527325, + "FN": 3448, + "FP": 10045, + "IoU": 0.8316930484351807, + "TN": 62489991, + "TP": 66676, + "n_pred": 76721, + "n_ref": 70124 + }, + "9": { + "Dice": 0.7931758199194718, + "FN": 5568, + "FP": 17393, + "IoU": 0.657242233799579, + "TN": 62503171, + "TP": 44028, + "n_pred": 61421, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6913043575784901, + "FN": 126609, + "FP": 11014, + "IoU": 0.5282392140462495, + "TN": 55089526, + "TP": 154099, + "n_pred": 165113, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8356645461660412, + "FN": 14106, + "FP": 10461, + "IoU": 0.7177180282661151, + "TN": 55294218, + "TP": 62463, + "n_pred": 72924, + "n_ref": 76569 + }, + "11": { + "Dice": 0.5803571428571429, + "FN": 2377, + "FP": 443, + "IoU": 0.4088050314465409, + "TN": 55376478, + "TP": 1950, + "n_pred": 2393, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7193178357527155, + "FN": 1185, + "FP": 1580, + "IoU": 0.5616677235256817, + "TN": 55374940, + "TP": 3543, + "n_pred": 5123, + "n_ref": 4728 + }, + "13": { + "Dice": 0.6130064199478517, + "FN": 26894, + "FP": 8430, + "IoU": 0.44196774142588585, + "TN": 55317947, + "TP": 27977, + "n_pred": 36407, + "n_ref": 54871 + }, + "14": { + "Dice": 0.7620155906884346, + "FN": 16935, + "FP": 31942, + "IoU": 0.6155292303819773, + "TN": 55254120, + "TP": 78251, + "n_pred": 110193, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8191348662258084, + "FN": 20350, + "FP": 9462, + "IoU": 0.6936735134246462, + "TN": 55283927, + "TP": 67509, + "n_pred": 76971, + "n_ref": 87859 + }, + "2": { + "Dice": 0.5959836128075198, + "FN": 109392, + "FP": 7174, + "IoU": 0.42448479821469126, + "TN": 55178706, + "TP": 85976, + "n_pred": 93150, + "n_ref": 195368 + }, + "3": { + "Dice": 0.7454382128501302, + "FN": 19581, + "FP": 92639, + "IoU": 0.594182144303651, + "TN": 55104720, + "TP": 164308, + "n_pred": 256947, + "n_ref": 183889 + }, + "4": { + "Dice": 0.626503953248539, + "FN": 3764, + "FP": 582, + "IoU": 0.456138155424853, + "TN": 55373257, + "TP": 3645, + "n_pred": 4227, + "n_ref": 7409 + }, + "5": { + "Dice": 0.7591925804691763, + "FN": 2161, + "FP": 46, + "IoU": 0.6118536756946887, + "TN": 55375562, + "TP": 3479, + "n_pred": 3525, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9339791951987438, + "FN": 44513, + "FP": 161088, + "IoU": 0.876135991898273, + "TN": 53721355, + "TP": 1454292, + "n_pred": 1615380, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.8353302986436913, + "FN": 31567, + "FP": 25083, + "IoU": 0.7172250618960146, + "TN": 55180912, + "TP": 143686, + "n_pred": 168769, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9509501797637391, + "FN": 2616, + "FP": 1968, + "IoU": 0.9064871481028152, + "TN": 55332228, + "TP": 44436, + "n_pred": 46404, + "n_ref": 47052 + }, + "9": { + "Dice": 0.844270778329285, + "FN": 10944, + "FP": 3802, + "IoU": 0.7305091560364049, + "TN": 55326530, + "TP": 39972, + "n_pred": 43774, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.891264542142157, + "FN": 23705, + "FP": 40964, + "IoU": 0.803856804457345, + "TN": 110816912, + "TP": 265034, + "n_pred": 305998, + "n_ref": 288739 + }, + "10": { + "Dice": 0.7901044153109814, + "FN": 17728, + "FP": 16566, + "IoU": 0.6530352084176447, + "TN": 111047775, + "TP": 64546, + "n_pred": 81112, + "n_ref": 82274 + }, + "11": { + "Dice": 0.8161195623165198, + "FN": 576, + "FP": 802, + "IoU": 0.6893597835888188, + "TN": 111142179, + "TP": 3058, + "n_pred": 3860, + "n_ref": 3634 + }, + "12": { + "Dice": 0.8047522276066906, + "FN": 530, + "FP": 719, + "IoU": 0.6732932252157992, + "TN": 111142792, + "TP": 2574, + "n_pred": 3293, + "n_ref": 3104 + }, + "13": { + "Dice": 0.7607990118829593, + "FN": 17937, + "FP": 10144, + "IoU": 0.6139431933789766, + "TN": 111073877, + "TP": 44657, + "n_pred": 54801, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8401223360830521, + "FN": 6642, + "FP": 6479, + "IoU": 0.7243197814896523, + "TN": 111099020, + "TP": 34474, + "n_pred": 40953, + "n_ref": 41116 + }, + "15": { + "Dice": 0.7676111136540487, + "FN": 8594, + "FP": 1560, + "IoU": 0.622864358936265, + "TN": 111119691, + "TP": 16770, + "n_pred": 18330, + "n_ref": 25364 + }, + "2": { + "Dice": 0.6640754281316144, + "FN": 78235, + "FP": 326, + "IoU": 0.4970905110330126, + "TN": 110990402, + "TP": 77652, + "n_pred": 77978, + "n_ref": 155887 + }, + "3": { + "Dice": 0.7893541921989802, + "FN": 45862, + "FP": 60187, + "IoU": 0.6520108417446546, + "TN": 110841867, + "TP": 198699, + "n_pred": 258886, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8468779821009466, + "FN": 2420, + "FP": 3517, + "IoU": 0.7344218295683292, + "TN": 111124260, + "TP": 16418, + "n_pred": 19935, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8272995936461027, + "FN": 288, + "FP": 1582, + "IoU": 0.7054654276263979, + "TN": 111140266, + "TP": 4479, + "n_pred": 6061, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9649748271999766, + "FN": 50431, + "FP": 62362, + "IoU": 0.9323201527451341, + "TN": 109480048, + "TP": 1553774, + "n_pred": 1616136, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.37707338701376847, + "FN": 283449, + "FP": 31261, + "IoU": 0.23234161298269834, + "TN": 110736654, + "TP": 95251, + "n_pred": 126512, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9493605445526274, + "FN": 3422, + "FP": 4806, + "IoU": 0.9036026009021147, + "TN": 111061260, + "TP": 77127, + "n_pred": 81933, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9095044740206031, + "FN": 7472, + "FP": 2156, + "IoU": 0.8340286157559041, + "TN": 111088605, + "TP": 48382, + "n_pred": 50538, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.95425911513781, + "FN": 7233, + "FP": 11457, + "IoU": 0.9125196585037071, + "TN": 96907377, + "TP": 194958, + "n_pred": 206415, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8362366845279401, + "FN": 15956, + "FP": 6935, + "IoU": 0.7185625061473394, + "TN": 97039689, + "TP": 58445, + "n_pred": 65380, + "n_ref": 74401 + }, + "11": { + "Dice": 0.771415889924545, + "FN": 1305, + "FP": 240, + "IoU": 0.6278901734104047, + "TN": 97116873, + "TP": 2607, + "n_pred": 2847, + "n_ref": 3912 + }, + "12": { + "Dice": 0.6876866910056422, + "FN": 2175, + "FP": 648, + "IoU": 0.5240263024785028, + "TN": 97115094, + "TP": 3108, + "n_pred": 3756, + "n_ref": 5283 + }, + "13": { + "Dice": 0.7909972174849654, + "FN": 16121, + "FP": 2507, + "IoU": 0.6542559115037677, + "TN": 97067147, + "TP": 35250, + "n_pred": 37757, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9163443324896933, + "FN": 18172, + "FP": 2850, + "IoU": 0.8456047063316613, + "TN": 96984868, + "TP": 115135, + "n_pred": 117985, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8507757675657942, + "FN": 15337, + "FP": 3312, + "IoU": 0.7403044101878542, + "TN": 97049214, + "TP": 53162, + "n_pred": 56474, + "n_ref": 68499 + }, + "2": { + "Dice": 0.5238954960955644, + "FN": 107617, + "FP": 1031, + "IoU": 0.35491761911830194, + "TN": 96952600, + "TP": 59777, + "n_pred": 60808, + "n_ref": 167394 + }, + "3": { + "Dice": 0.7681768638144165, + "FN": 13345, + "FP": 111291, + "IoU": 0.6236097060111435, + "TN": 96789890, + "TP": 206499, + "n_pred": 317790, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8804051636343618, + "FN": 1240, + "FP": 3105, + "IoU": 0.7863605074245256, + "TN": 97100687, + "TP": 15993, + "n_pred": 19098, + "n_ref": 17233 + }, + "5": { + "Dice": 0.6563972982166286, + "FN": 5704, + "FP": 1367, + "IoU": 0.4885352622061483, + "TN": 97107200, + "TP": 6754, + "n_pred": 8121, + "n_ref": 12458 + }, + "6": { + "Dice": 0.937075514372061, + "FN": 28793, + "FP": 180564, + "IoU": 0.8816012116029761, + "TN": 95352789, + "TP": 1558879, + "n_pred": 1739443, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.759080789762527, + "FN": 118945, + "FP": 12972, + "IoU": 0.6117084686095421, + "TN": 96781288, + "TP": 207820, + "n_pred": 220792, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9528078252615443, + "FN": 6255, + "FP": 3042, + "IoU": 0.9098691226369365, + "TN": 97017875, + "TP": 93853, + "n_pred": 96895, + "n_ref": 100108 + }, + "9": { + "Dice": 0.912948764496081, + "FN": 9951, + "FP": 6353, + "IoU": 0.8398396825084972, + "TN": 97019227, + "TP": 85494, + "n_pred": 91847, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8971727910874604, + "FN": 34946, + "FP": 2232, + "IoU": 0.8135207254925565, + "TN": 78857037, + "TP": 162190, + "n_pred": 164422, + "n_ref": 197136 + }, + "10": { + "Dice": 0.7758107454722334, + "FN": 26423, + "FP": 12062, + "IoU": 0.6337343205740716, + "TN": 78951331, + "TP": 66589, + "n_pred": 78651, + "n_ref": 93012 + }, + "11": { + "Dice": 0.6291591046581972, + "FN": 1449, + "FP": 390, + "IoU": 0.4589585172109444, + "TN": 79053006, + "TP": 1560, + "n_pred": 1950, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5866968033580885, + "FN": 1187, + "FP": 1373, + "IoU": 0.41512451450765364, + "TN": 79052028, + "TP": 1817, + "n_pred": 3190, + "n_ref": 3004 + }, + "13": { + "Dice": 0.6063667846405602, + "FN": 33608, + "FP": 7766, + "IoU": 0.4350978277194468, + "TN": 78983164, + "TP": 31867, + "n_pred": 39633, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6474652917186147, + "FN": 7238, + "FP": 26128, + "IoU": 0.4787051213948692, + "TN": 78992399, + "TP": 30640, + "n_pred": 56768, + "n_ref": 37878 + }, + "15": { + "Dice": 0.6450112528132033, + "FN": 17037, + "FP": 6623, + "IoU": 0.47602701804894254, + "TN": 79011250, + "TP": 21495, + "n_pred": 28118, + "n_ref": 38532 + }, + "2": { + "Dice": 0.8291485475539759, + "FN": 20367, + "FP": 17704, + "IoU": 0.7081586189450445, + "TN": 78925954, + "TP": 92380, + "n_pred": 110084, + "n_ref": 112747 + }, + "3": { + "Dice": 0.8164077485719103, + "FN": 24552, + "FP": 18997, + "IoU": 0.6897711163509692, + "TN": 78916028, + "TP": 96828, + "n_pred": 115825, + "n_ref": 121380 + }, + "4": { + "Dice": 0.7556202255365587, + "FN": 3289, + "FP": 70, + "IoU": 0.6072263797942001, + "TN": 79047853, + "TP": 5193, + "n_pred": 5263, + "n_ref": 8482 + }, + "5": { + "Dice": 0.864615987460815, + "FN": 545, + "FP": 837, + "IoU": 0.761518550474547, + "TN": 79050610, + "TP": 4413, + "n_pred": 5250, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9582278377232177, + "FN": 33016, + "FP": 79074, + "IoU": 0.9198055701824676, + "TN": 77658677, + "TP": 1285638, + "n_pred": 1364712, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.7969766307813496, + "FN": 155267, + "FP": 7105, + "IoU": 0.6624780957488604, + "TN": 78575334, + "TP": 318699, + "n_pred": 325804, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9328775228453093, + "FN": 3147, + "FP": 937, + "IoU": 0.8741991128634795, + "TN": 79023941, + "TP": 28380, + "n_pred": 29317, + "n_ref": 31527 + }, + "9": { + "Dice": 0.8840815960278766, + "FN": 12176, + "FP": 3326, + "IoU": 0.7922457348861519, + "TN": 78981788, + "TP": 59115, + "n_pred": 62441, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9526606536972941, + "FN": 9923, + "FP": 12289, + "IoU": 0.9096007488502706, + "TN": 122466230, + "TP": 223498, + "n_pred": 235787, + "n_ref": 233421 + }, + "10": { + "Dice": 0.751287191152954, + "FN": 27005, + "FP": 28208, + "IoU": 0.601649303050417, + "TN": 122573336, + "TP": 83391, + "n_pred": 111599, + "n_ref": 110396 + }, + "11": { + "Dice": 0.6463583494876766, + "FN": 1848, + "FP": 706, + "IoU": 0.4774959083469722, + "TN": 122707052, + "TP": 2334, + "n_pred": 3040, + "n_ref": 4182 + }, + "12": { + "Dice": 0.2875785976984221, + "FN": 5078, + "FP": 927, + "IoU": 0.16793681585146183, + "TN": 122704723, + "TP": 1212, + "n_pred": 2139, + "n_ref": 6290 + }, + "13": { + "Dice": 0.2743456720427491, + "FN": 39707, + "FP": 34846, + "IoU": 0.1589806646662004, + "TN": 122623294, + "TP": 14093, + "n_pred": 48939, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7010112398329557, + "FN": 16294, + "FP": 61673, + "IoU": 0.5396592036276038, + "TN": 122542572, + "TP": 91401, + "n_pred": 153074, + "n_ref": 107695 + }, + "15": { + "Dice": 0.817754558009571, + "FN": 12897, + "FP": 4126, + "IoU": 0.6916960970750702, + "TN": 122656725, + "TP": 38192, + "n_pred": 42318, + "n_ref": 51089 + }, + "2": { + "Dice": 0.23218093158379552, + "FN": 118919, + "FP": 278, + "IoU": 0.13133749699385652, + "TN": 122574721, + "TP": 18022, + "n_pred": 18300, + "n_ref": 136941 + }, + "3": { + "Dice": 0.6730156629580967, + "FN": 3482, + "FP": 134886, + "IoU": 0.5071767949110647, + "TN": 122431174, + "TP": 142398, + "n_pred": 277284, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7579774628075164, + "FN": 15901, + "FP": 15757, + "IoU": 0.610276738231239, + "TN": 122630708, + "TP": 49574, + "n_pred": 65331, + "n_ref": 65475 + }, + "5": { + "Dice": 0.4934524538000245, + "FN": 11161, + "FP": 1256, + "IoU": 0.32753858651502843, + "TN": 122693475, + "TP": 6048, + "n_pred": 7304, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9289107628229216, + "FN": 37256, + "FP": 218898, + "IoU": 0.8672580496384439, + "TN": 120782226, + "TP": 1673560, + "n_pred": 1892458, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.6757278807321055, + "FN": 188757, + "FP": 173525, + "IoU": 0.5102636164428745, + "TN": 121972191, + "TP": 377467, + "n_pred": 550992, + "n_ref": 566224 + }, + "8": { + "Dice": 0.935362698109324, + "FN": 9207, + "FP": 8379, + "IoU": 0.87857404249149, + "TN": 122567111, + "TP": 127243, + "n_pred": 135622, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8857986007493617, + "FN": 7959, + "FP": 9262, + "IoU": 0.7950076183220646, + "TN": 122627932, + "TP": 66787, + "n_pred": 76049, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/loop_000/summary_cross_val.json b/nnActive_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/loop_000/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..8604caccb4216c5f576e16f4698ceaa7cde5bcb5 --- /dev/null +++ b/nnActive_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/loop_000/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.382994011255822, + "FN": 949.017777777778, + "FP": 629.8355555555555, + "IoU": 0.3204417126299552, + "TN": 246964.28, + "TP": 2622.733333333333, + "n_pred": 3252.5688888888894, + "n_ref": 3571.751111111111 + }, + "mean": { + "1": { + "Dice": 0.24291975209014854, + "FN": 158.36666666666667, + "FP": 435.56666666666666, + "IoU": 0.2362332478992777, + "TN": 247591.53333333333, + "TP": 2980.4, + "n_pred": 3415.9666666666667, + "n_ref": 3138.766666666667 + }, + "10": { + "Dice": 0.34824238916672123, + "FN": 1045.1, + "FP": 241.23333333333332, + "IoU": 0.2637510987778601, + "TN": 248228.1, + "TP": 1651.4333333333334, + "n_pred": 1892.6666666666667, + "n_ref": 2696.5333333333333 + }, + "11": { + "Dice": 0.4539852621313172, + "FN": 56.06666666666667, + "FP": 31.266666666666666, + "IoU": 0.34672812451960855, + "TN": 251000.53333333333, + "TP": 78.0, + "n_pred": 109.26666666666667, + "n_ref": 134.06666666666666 + }, + "12": { + "Dice": 0.0, + "FN": 15.566666666666666, + "FP": 57.6, + "IoU": 0.0, + "TN": 251092.7, + "TP": 0.0, + "n_pred": 57.6, + "n_ref": 15.566666666666666 + }, + "13": { + "Dice": 0.3777952093704179, + "FN": 1052.2, + "FP": 256.56666666666666, + "IoU": 0.28730611022004604, + "TN": 249132.86666666667, + "TP": 724.2333333333333, + "n_pred": 980.8, + "n_ref": 1776.4333333333334 + }, + "14": { + "Dice": 0.5453400191131192, + "FN": 1395.3666666666666, + "FP": 1462.4333333333334, + "IoU": 0.4364161370106469, + "TN": 245034.66666666666, + "TP": 3273.4, + "n_pred": 4735.833333333333, + "n_ref": 4668.766666666666 + }, + "15": { + "Dice": 0.15423220004462446, + "FN": 2676.266666666667, + "FP": 132.26666666666668, + "IoU": 0.09659336377843222, + "TN": 248021.7, + "TP": 335.6333333333333, + "n_pred": 467.9, + "n_ref": 3011.9 + }, + "2": { + "Dice": 0.4713221036787617, + "FN": 710.9666666666667, + "FP": 1375.0, + "IoU": 0.42552478177831016, + "TN": 244761.03333333333, + "TP": 4318.866666666667, + "n_pred": 5693.866666666667, + "n_ref": 5029.833333333333 + }, + "3": { + "Dice": 0.0001883209616923777, + "FN": 909.1, + "FP": 831.0666666666667, + "IoU": 9.422258515366133e-05, + "TN": 249425.1, + "TP": 0.6, + "n_pred": 831.6666666666666, + "n_ref": 909.7 + }, + "4": { + "Dice": 0.37864176774120056, + "FN": 1230.9666666666667, + "FP": 214.13333333333333, + "IoU": 0.3097865969540689, + "TN": 249202.2, + "TP": 518.5666666666667, + "n_pred": 732.7, + "n_ref": 1749.5333333333333 + }, + "5": { + "Dice": 0.33403868676706033, + "FN": 137.76666666666668, + "FP": 24.033333333333335, + "IoU": 0.2870741405492304, + "TN": 250651.63333333333, + "TP": 352.43333333333334, + "n_pred": 376.46666666666664, + "n_ref": 490.2 + }, + "6": { + "Dice": 0.5843575451389114, + "FN": 3494.5666666666666, + "FP": 2563.3333333333335, + "IoU": 0.5042764278831139, + "TN": 225363.83333333334, + "TP": 19744.133333333335, + "n_pred": 22307.466666666667, + "n_ref": 23238.7 + }, + "7": { + "Dice": 0.4343230383723267, + "FN": 858.7, + "FP": 1095.2, + "IoU": 0.3412764353478257, + "TN": 247089.76666666666, + "TP": 2122.2, + "n_pred": 3217.4, + "n_ref": 2980.9 + }, + "8": { + "Dice": 0.9428071754681164, + "FN": 44.166666666666664, + "FP": 81.6, + "IoU": 0.8925734286762571, + "TN": 249551.0, + "TP": 1489.1, + "n_pred": 1570.7, + "n_ref": 1533.2666666666667 + }, + "9": { + "Dice": 0.4767166987929117, + "FN": 450.1, + "FP": 646.2333333333333, + "IoU": 0.3789915734694966, + "TN": 248317.53333333333, + "TP": 1752.0, + "n_pred": 2398.233333333333, + "n_ref": 2202.1 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 175213, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 175225, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.32432432432432434, + "FN": 0, + "FP": 25, + "IoU": 0.1935483870967742, + "TN": 175201, + "TP": 6, + "n_pred": 31, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9745345645121039, + "FN": 901, + "FP": 1650, + "IoU": 0.9503338979420984, + "TN": 123869, + "TP": 48812, + "n_pred": 50462, + "n_ref": 49713 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 113, + "IoU": 0.0, + "TN": 175119, + "TP": 0, + "n_pred": 113, + "n_ref": 0 + }, + "7": { + "Dice": 0.9374243186348479, + "FN": 3102, + "FP": 257, + "IoU": 0.88221887162944, + "TN": 146713, + "TP": 25160, + "n_pred": 25417, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 65, + "IoU": 0.0, + "TN": 175167, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 97, + "IoU": 0.0, + "TN": 175135, + "TP": 0, + "n_pred": 97, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 14271, + "IoU": 0.0, + "TN": 336193, + "TP": 0, + "n_pred": 14271, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7309, + "IoU": 0.0, + "TN": 343155, + "TP": 0, + "n_pred": 7309, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 70, + "IoU": 0.0, + "TN": 350394, + "TP": 0, + "n_pred": 70, + "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": 0.8875011660895666, + "FN": 1452, + "FP": 19049, + "IoU": 0.7977546933420147, + "TN": 249097, + "TP": 80866, + "n_pred": 99915, + "n_ref": 82318 + }, + "7": { + "Dice": 0.6100217864923747, + "FN": 34, + "FP": 503, + "IoU": 0.438871473354232, + "TN": 349507, + "TP": 420, + "n_pred": 923, + "n_ref": 454 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7563949318670811, + "FN": 3272, + "FP": 1823, + "IoU": 0.6082276047673971, + "TN": 337459, + "TP": 7910, + "n_pred": 9733, + "n_ref": 11182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.3650429106732745, + "FN": 5186, + "FP": 67, + "IoU": 0.22327369510572231, + "TN": 343701, + "TP": 1510, + "n_pred": 1577, + "n_ref": 6696 + }, + "11": { + "Dice": 0.7470775770456961, + "FN": 461, + "FP": 491, + "IoU": 0.5962680237489398, + "TN": 348106, + "TP": 1406, + "n_pred": 1897, + "n_ref": 1867 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 350452, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "13": { + "Dice": 0.5943786560136967, + "FN": 4313, + "FP": 1373, + "IoU": 0.4228583028826634, + "TN": 340612, + "TP": 4166, + "n_pred": 5539, + "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": 0.9463937754643192, + "FN": 4487, + "FP": 3381, + "IoU": 0.8982423921056375, + "TN": 273143, + "TP": 69453, + "n_pred": 72834, + "n_ref": 73940 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9004, + "IoU": 0.0, + "TN": 341460, + "TP": 0, + "n_pred": 9004, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8098843497795157, + "FN": 2075, + "FP": 210, + "IoU": 0.6805089485458613, + "TN": 343312, + "TP": 4867, + "n_pred": 5077, + "n_ref": 6942 + }, + "6": { + "Dice": 0.7762531762531762, + "FN": 16454, + "FP": 12604, + "IoU": 0.6343249773482331, + "TN": 271000, + "TP": 50406, + "n_pred": 63010, + "n_ref": 66860 + }, + "7": { + "Dice": 0.6399196717017376, + "FN": 15447, + "FP": 1049, + "IoU": 0.4705013802400976, + "TN": 319310, + "TP": 14658, + "n_pred": 15707, + "n_ref": 30105 + }, + "8": { + "Dice": 0.9552909019914096, + "FN": 419, + "FP": 497, + "IoU": 0.9144085217716315, + "TN": 339762, + "TP": 9786, + "n_pred": 10283, + "n_ref": 10205 + }, + "9": { + "Dice": 0.6292177191328935, + "FN": 1134, + "FP": 833, + "IoU": 0.459020902090209, + "TN": 346828, + "TP": 1669, + "n_pred": 2502, + "n_ref": 2803 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.0106951871657754, + "FN": 185, + "FP": 0, + "IoU": 0.005376344086021506, + "TN": 350278, + "TP": 1, + "n_pred": 1, + "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": 0.4996400287976962, + "FN": 1235, + "FP": 155, + "IoU": 0.3330134357005758, + "TN": 348380, + "TP": 694, + "n_pred": 849, + "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": 0.8610864885399518, + "FN": 3147, + "FP": 144, + "IoU": 0.7560595952857461, + "TN": 336973, + "TP": 10200, + "n_pred": 10344, + "n_ref": 13347 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 350454, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "6": { + "Dice": 0.9836782868635764, + "FN": 1556, + "FP": 2883, + "IoU": 0.9678808138693525, + "TN": 212260, + "TP": 133765, + "n_pred": 136648, + "n_ref": 135321 + }, + "7": { + "Dice": 0.48526522593320237, + "FN": 181, + "FP": 343, + "IoU": 0.3203631647211414, + "TN": 349693, + "TP": 247, + "n_pred": 590, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.0, + "FN": 942, + "FP": 0, + "IoU": 0.0, + "TN": 174290, + "TP": 0, + "n_pred": 0, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2736, + "IoU": 0.0, + "TN": 347728, + "TP": 0, + "n_pred": 2736, + "n_ref": 0 + }, + "10": { + "Dice": 0.7057910642816303, + "FN": 11707, + "FP": 2701, + "IoU": 0.5453455348690439, + "TN": 318774, + "TP": 17282, + "n_pred": 19983, + "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": 0.7568, + "FN": 7370, + "FP": 2054, + "IoU": 0.6087516087516087, + "TN": 326377, + "TP": 14663, + "n_pred": 16717, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.239018901890189, + "FN": 33760, + "FP": 58, + "IoU": 0.13573053234174143, + "TN": 311335, + "TP": 5311, + "n_pred": 5369, + "n_ref": 39071 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7083161216767734, + "FN": 4880, + "FP": 30426, + "IoU": 0.5483664645534321, + "TN": 272290, + "TP": 42868, + "n_pred": 73294, + "n_ref": 47748 + }, + "7": { + "Dice": 0.6296516028722816, + "FN": 4614, + "FP": 13489, + "IoU": 0.4594828615788845, + "TN": 316972, + "TP": 15389, + "n_pred": 28878, + "n_ref": 20003 + }, + "8": { + "Dice": 0.9474015748031496, + "FN": 87, + "FP": 80, + "IoU": 0.9000598444045482, + "TN": 348793, + "TP": 1504, + "n_pred": 1584, + "n_ref": 1591 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 732, + "IoU": 0.0, + "TN": 349732, + "TP": 0, + "n_pred": 732, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.5403149818279714, + "FN": 9060, + "FP": 28505, + "IoU": 0.3701586130579122, + "TN": 115590, + "TP": 22077, + "n_pred": 50582, + "n_ref": 31137 + }, + "15": { + "Dice": 0.0, + "FN": 18303, + "FP": 1472, + "IoU": 0.0, + "TN": 155457, + "TP": 0, + "n_pred": 1472, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.7043794163439658, + "FN": 6904, + "FP": 501, + "IoU": 0.5436617982375054, + "TN": 334237, + "TP": 8822, + "n_pred": 9323, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.16297014202109814, + "FN": 200, + "FP": 22255, + "IoU": 0.08871393206444543, + "TN": 325823, + "TP": 2186, + "n_pred": 24441, + "n_ref": 2386 + }, + "3": { + "Dice": 0.001318246731846644, + "FN": 27273, + "FP": 0, + "IoU": 0.0006595580960756293, + "TN": 323173, + "TP": 18, + "n_pred": 18, + "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": 0.4968152866242038, + "FN": 79, + "FP": 0, + "IoU": 0.3305084745762712, + "TN": 350346, + "TP": 39, + "n_pred": 39, + "n_ref": 118 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 11077, + "IoU": 0.0, + "TN": 339387, + "TP": 0, + "n_pred": 11077, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 282, + "IoU": 0.0, + "TN": 350182, + "TP": 0, + "n_pred": 282, + "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": 76, + "IoU": 0.0, + "TN": 350388, + "TP": 0, + "n_pred": 76, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7753853202002683, + "FN": 13104, + "FP": 624, + "IoU": 0.6331667690992171, + "TN": 313041, + "TP": 23695, + "n_pred": 24319, + "n_ref": 36799 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6199, + "IoU": 0.0, + "TN": 344265, + "TP": 0, + "n_pred": 6199, + "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": 1943, + "FP": 0, + "IoU": 0.0, + "TN": 348521, + "TP": 0, + "n_pred": 0, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.937799043062201, + "FN": 31, + "FP": 8, + "IoU": 0.8828828828828829, + "TN": 174899, + "TP": 294, + "n_pred": 302, + "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": 0.9760804020100502, + "FN": 523, + "FP": 1500, + "IoU": 0.9532783667059286, + "TN": 131933, + "TP": 41276, + "n_pred": 42776, + "n_ref": 41799 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9688234522090845, + "FN": 2165, + "FP": 448, + "IoU": 0.9395320852521232, + "TN": 132019, + "TP": 40600, + "n_pred": 41048, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 351, + "IoU": 0.0, + "TN": 174881, + "TP": 0, + "n_pred": 351, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.757876376321814, + "FN": 1129, + "FP": 9976, + "IoU": 0.610145690714411, + "TN": 321979, + "TP": 17380, + "n_pred": 27356, + "n_ref": 18509 + }, + "15": { + "Dice": 0.4743565300285987, + "FN": 14200, + "FP": 2342, + "IoU": 0.31092226943264184, + "TN": 326458, + "TP": 7464, + "n_pred": 9806, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5263, + "IoU": 0.0, + "TN": 345201, + "TP": 0, + "n_pred": 5263, + "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": 0.9307063768054104, + "FN": 3865, + "FP": 2631, + "IoU": 0.8703936473733564, + "TN": 300343, + "TP": 43625, + "n_pred": 46256, + "n_ref": 47490 + }, + "15": { + "Dice": 0.12365792292554119, + "FN": 35140, + "FP": 39, + "IoU": 0.06590372002867688, + "TN": 312803, + "TP": 2482, + "n_pred": 2521, + "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": 4, + "IoU": 0.0, + "TN": 350460, + "TP": 0, + "n_pred": 4, + "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": 0.7520468298856939, + "FN": 5155, + "FP": 1114, + "IoU": 0.6026242393509128, + "TN": 334688, + "TP": 9507, + "n_pred": 10621, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.8182123530509423, + "FN": 7335, + "FP": 2407, + "IoU": 0.6923514179245879, + "TN": 318798, + "TP": 21924, + "n_pred": 24331, + "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": 0.013444750478502404, + "FN": 18041, + "FP": 3092, + "IoU": 0.006767871410443202, + "TN": 329187, + "TP": 144, + "n_pred": 3236, + "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": 0.9480285486822073, + "FN": 3506, + "FP": 215, + "IoU": 0.9011922780742984, + "TN": 312805, + "TP": 33938, + "n_pred": 34153, + "n_ref": 37444 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.8179269254359064, + "FN": 7667, + "FP": 645, + "IoU": 0.6919427766659254, + "TN": 323482, + "TP": 18670, + "n_pred": 19315, + "n_ref": 26337 + }, + "7": { + "Dice": 0.654070504691859, + "FN": 330, + "FP": 5126, + "IoU": 0.4859619370642548, + "TN": 339850, + "TP": 5158, + "n_pred": 10284, + "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": 1938, + "IoU": 0.0, + "TN": 348526, + "TP": 0, + "n_pred": 1938, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2669, + "IoU": 0.0, + "TN": 347795, + "TP": 0, + "n_pred": 2669, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1554, + "IoU": 0.0, + "TN": 348910, + "TP": 0, + "n_pred": 1554, + "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": 394, + "IoU": 0.0, + "TN": 350070, + "TP": 0, + "n_pred": 394, + "n_ref": 0 + }, + "14": { + "Dice": 0.4978023606104005, + "FN": 27807, + "FP": 2700, + "IoU": 0.33138273390755474, + "TN": 304837, + "TP": 15120, + "n_pred": 17820, + "n_ref": 42927 + }, + "15": { + "Dice": 0.01891434722435799, + "FN": 12645, + "FP": 115, + "IoU": 0.009547465652410153, + "TN": 337581, + "TP": 123, + "n_pred": 238, + "n_ref": 12768 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 496, + "IoU": 0.0, + "TN": 349968, + "TP": 0, + "n_pred": 496, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2348, + "IoU": 0.0, + "TN": 348116, + "TP": 0, + "n_pred": 2348, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6150, + "IoU": 0.0, + "TN": 344314, + "TP": 0, + "n_pred": 6150, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7988476062578194, + "FN": 52452, + "FP": 123, + "IoU": 0.6650676553780293, + "TN": 193492, + "TP": 104397, + "n_pred": 104520, + "n_ref": 156849 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 879, + "IoU": 0.0, + "TN": 349585, + "TP": 0, + "n_pred": 879, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.305100905768314, + "FN": 2133, + "FP": 2240, + "IoU": 0.18001125070316895, + "TN": 345131, + "TP": 960, + "n_pred": 3200, + "n_ref": 3093 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.18181818181818182, + "FN": 36, + "FP": 0, + "IoU": 0.1, + "TN": 350424, + "TP": 4, + "n_pred": 4, + "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": 1352, + "IoU": 0.0, + "TN": 349112, + "TP": 0, + "n_pred": 1352, + "n_ref": 0 + }, + "13": { + "Dice": 0.7803030303030303, + "FN": 607, + "FP": 553, + "IoU": 0.639751552795031, + "TN": 347244, + "TP": 2060, + "n_pred": 2613, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.8603090840557859, + "FN": 1352, + "FP": 501, + "IoU": 0.754861754200291, + "TN": 342905, + "TP": 5706, + "n_pred": 6207, + "n_ref": 7058 + }, + "6": { + "Dice": 0.9130824372759857, + "FN": 3863, + "FP": 793, + "IoU": 0.8400659521846661, + "TN": 321352, + "TP": 24456, + "n_pred": 25249, + "n_ref": 28319 + }, + "7": { + "Dice": 0.8212003117692908, + "FN": 1111, + "FP": 36, + "IoU": 0.6966411002380323, + "TN": 346683, + "TP": 2634, + "n_pred": 2670, + "n_ref": 3745 + }, + "8": { + "Dice": 0.9619618306142385, + "FN": 783, + "FP": 1826, + "IoU": 0.9267114244782156, + "TN": 314865, + "TP": 32990, + "n_pred": 34816, + "n_ref": 33773 + }, + "9": { + "Dice": 0.8756319072108546, + "FN": 1024, + "FP": 4659, + "IoU": 0.7787769084043754, + "TN": 324775, + "TP": 20006, + "n_pred": 24665, + "n_ref": 21030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 61, + "IoU": 0.0, + "TN": 175171, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 68, + "IoU": 0.0, + "TN": 175164, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.6148782093482554, + "FN": 723, + "FP": 447, + "IoU": 0.4439163498098859, + "TN": 348360, + "TP": 934, + "n_pred": 1381, + "n_ref": 1657 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 364, + "IoU": 0.0, + "TN": 350100, + "TP": 0, + "n_pred": 364, + "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": 0.7931034482758621, + "FN": 22, + "FP": 2, + "IoU": 0.6571428571428571, + "TN": 350394, + "TP": 46, + "n_pred": 48, + "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": 0.9148481595255051, + "FN": 8813, + "FP": 7209, + "IoU": 0.8430600450582819, + "TN": 248374, + "TP": 86068, + "n_pred": 93277, + "n_ref": 94881 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9065743944636678, + "FN": 36, + "FP": 45, + "IoU": 0.8291139240506329, + "TN": 349990, + "TP": 393, + "n_pred": 438, + "n_ref": 429 + }, + "9": { + "Dice": 0.7706714275712385, + "FN": 5940, + "FP": 7162, + "IoU": 0.6269043483213258, + "TN": 315347, + "TP": 22015, + "n_pred": 29177, + "n_ref": 27955 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.5367831159713767, + "FN": 991.8533333333334, + "FP": 644.7911111111113, + "IoU": 0.46383720444073445, + "TN": 212852.67555555556, + "TP": 1630.146666666667, + "n_pred": 2274.9377777777777, + "n_ref": 2622.0 + }, + "mean": { + "1": { + "Dice": 0.4576246789274973, + "FN": 4633.733333333334, + "FP": 124.86666666666666, + "IoU": 0.4230772953355606, + "TN": 209061.93333333332, + "TP": 2298.9333333333334, + "n_pred": 2423.8, + "n_ref": 6932.666666666667 + }, + "10": { + "Dice": 0.47187082495247384, + "FN": 244.56666666666666, + "FP": 453.2, + "IoU": 0.3828652414727077, + "TN": 214221.73333333334, + "TP": 1199.9666666666667, + "n_pred": 1653.1666666666667, + "n_ref": 1444.5333333333333 + }, + "11": { + "Dice": 0.33631311911089634, + "FN": 50.733333333333334, + "FP": 23.566666666666666, + "IoU": 0.2533673097925009, + "TN": 215998.76666666666, + "TP": 46.4, + "n_pred": 69.96666666666667, + "n_ref": 97.13333333333334 + }, + "12": { + "Dice": 0.39276529406631466, + "FN": 43.1, + "FP": 17.1, + "IoU": 0.30487670646664833, + "TN": 216011.03333333333, + "TP": 48.233333333333334, + "n_pred": 65.33333333333333, + "n_ref": 91.33333333333333 + }, + "13": { + "Dice": 0.2714385738121112, + "FN": 1092.5333333333333, + "FP": 595.4666666666667, + "IoU": 0.1821807828090926, + "TN": 213810.06666666668, + "TP": 621.4, + "n_pred": 1216.8666666666666, + "n_ref": 1713.9333333333334 + }, + "14": { + "Dice": 0.9099853837652847, + "FN": 164.96666666666667, + "FP": 3.3666666666666667, + "IoU": 0.8348377812663527, + "TN": 215100.26666666666, + "TP": 850.8666666666667, + "n_pred": 854.2333333333333, + "n_ref": 1015.8333333333334 + }, + "15": { + "Dice": 0.824585635359116, + "FN": 11.466666666666667, + "FP": 56.266666666666666, + "IoU": 0.7015276145710928, + "TN": 215892.53333333333, + "TP": 159.2, + "n_pred": 215.46666666666667, + "n_ref": 170.66666666666666 + }, + "2": { + "Dice": 0.3825946592697009, + "FN": 78.36666666666666, + "FP": 1889.7333333333333, + "IoU": 0.3666692829049875, + "TN": 212800.6, + "TP": 1350.7666666666667, + "n_pred": 3240.5, + "n_ref": 1429.1333333333334 + }, + "3": { + "Dice": 0.5072602405319593, + "FN": 2236.6, + "FP": 70.26666666666667, + "IoU": 0.40847819009547404, + "TN": 211102.86666666667, + "TP": 2709.733333333333, + "n_pred": 2780.0, + "n_ref": 4946.333333333333 + }, + "4": { + "Dice": 0.42196729062406385, + "FN": 314.7, + "FP": 253.9, + "IoU": 0.361899678255584, + "TN": 215170.1, + "TP": 380.76666666666665, + "n_pred": 634.6666666666666, + "n_ref": 695.4666666666667 + }, + "5": { + "Dice": 0.5460727395141344, + "FN": 179.66666666666666, + "FP": 30.233333333333334, + "IoU": 0.46443971402108614, + "TN": 215395.53333333333, + "TP": 514.0333333333333, + "n_pred": 544.2666666666667, + "n_ref": 693.7 + }, + "6": { + "Dice": 0.5001874793102208, + "FN": 346.1666666666667, + "FP": 5416.666666666667, + "IoU": 0.4630521720988554, + "TN": 202199.5, + "TP": 8157.133333333333, + "n_pred": 13573.8, + "n_ref": 8503.3 + }, + "7": { + "Dice": 0.5524487998713602, + "FN": 4575.566666666667, + "FP": 455.1666666666667, + "IoU": 0.4720856157322087, + "TN": 209012.1, + "TP": 2076.633333333333, + "n_pred": 2531.8, + "n_ref": 6652.2 + }, + "8": { + "Dice": 0.7932957349091022, + "FN": 672.2333333333333, + "FP": 111.03333333333333, + "IoU": 0.7526722775232116, + "TN": 212489.23333333334, + "TP": 2846.9666666666667, + "n_pred": 2958.0, + "n_ref": 3519.2 + }, + "9": { + "Dice": 0.6833362855464166, + "FN": 233.4, + "FP": 171.03333333333333, + "IoU": 0.585528404265654, + "TN": 214523.86666666667, + "TP": 1191.1666666666667, + "n_pred": 1362.2, + "n_ref": 1424.5666666666666 + } + }, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.059077153363053594, + "FN": 115399, + "FP": 263, + "IoU": 0.03043766189130963, + "TN": 55939, + "TP": 3631, + "n_pred": 3894, + "n_ref": 119030 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6726262382217927, + "FN": 662, + "FP": 693, + "IoU": 0.5067346195850018, + "TN": 172485, + "TP": 1392, + "n_pred": 2085, + "n_ref": 2054 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 175201, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9501357689459393, + "FN": 82, + "FP": 322, + "IoU": 0.9050082294850693, + "TN": 170979, + "TP": 3849, + "n_pred": 4171, + "n_ref": 3931 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9714826927914996, + "FN": 2928, + "FP": 926, + "IoU": 0.9445467625899281, + "TN": 105732, + "TP": 65646, + "n_pred": 66572, + "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": 0.862528372643837, + "FN": 988, + "FP": 1798, + "IoU": 0.7582856151310081, + "TN": 163706, + "TP": 8740, + "n_pred": 10538, + "n_ref": 9728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.8279767934432268, + "FN": 704, + "FP": 3032, + "IoU": 0.7064508525182682, + "TN": 337737, + "TP": 8991, + "n_pred": 12023, + "n_ref": 9695 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9346608587429994, + "FN": 3225, + "FP": 3075, + "IoU": 0.8773364485981309, + "TN": 299104, + "TP": 45060, + "n_pred": 48135, + "n_ref": 48285 + }, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.85731755038153, + "FN": 1376, + "FP": 4458, + "IoU": 0.7502675399169556, + "TN": 327103, + "TP": 17527, + "n_pred": 21985, + "n_ref": 18903 + }, + "11": { + "Dice": 0.0, + "FN": 860, + "FP": 14, + "IoU": 0.0, + "TN": 349590, + "TP": 0, + "n_pred": 14, + "n_ref": 860 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.32725986202016627, + "FN": 13291, + "FP": 17133, + "IoU": 0.1956429780033841, + "TN": 312640, + "TP": 7400, + "n_pred": 24533, + "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": 0.962837527402565, + "FN": 2269, + "FP": 562, + "IoU": 0.9283381850398684, + "TN": 310959, + "TP": 36674, + "n_pred": 37236, + "n_ref": 38943 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 62, + "IoU": 0.0, + "TN": 350402, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "4": { + "Dice": 0.8470545847595028, + "FN": 752, + "FP": 97, + "IoU": 0.7346875, + "TN": 347264, + "TP": 2351, + "n_pred": 2448, + "n_ref": 3103 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9289845492853012, + "FN": 460, + "FP": 2978, + "IoU": 0.8673866923818708, + "TN": 324539, + "TP": 22487, + "n_pred": 25465, + "n_ref": 22947 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 350450, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7844032817389833, + "FN": 1527, + "FP": 1022, + "IoU": 0.6452824937378235, + "TN": 343278, + "TP": 4637, + "n_pred": 5659, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0014309076042518397, + "FN": 127010, + "FP": 0, + "IoU": 0.0007159660427534008, + "TN": 48131, + "TP": 91, + "n_pred": 91, + "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": 128854, + "IoU": 0.0, + "TN": 46378, + "TP": 0, + "n_pred": 128854, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.8149725031044882, + "FN": 842, + "FP": 201, + "IoU": 0.6877245508982036, + "TN": 171892, + "TP": 2297, + "n_pred": 2498, + "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": 0.11943870336125313, + "FN": 8057, + "FP": 38, + "IoU": 0.06351226284127719, + "TN": 166588, + "TP": 549, + "n_pred": 587, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.015119697606047878, + "FN": 726, + "FP": 1619, + "IoU": 0.00761743546339399, + "TN": 172869, + "TP": 18, + "n_pred": 1637, + "n_ref": 744 + }, + "8": { + "Dice": 0.957611449702116, + "FN": 55, + "FP": 564, + "IoU": 0.9186703455524898, + "TN": 167621, + "TP": 6992, + "n_pred": 7556, + "n_ref": 7047 + }, + "9": { + "Dice": 0.7115384615384616, + "FN": 105, + "FP": 15, + "IoU": 0.5522388059701493, + "TN": 174964, + "TP": 148, + "n_pred": 163, + "n_ref": 253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.9376987746850423, + "FN": 2453, + "FP": 74, + "IoU": 0.8827051615298923, + "TN": 153688, + "TP": 19017, + "n_pred": 19091, + "n_ref": 21470 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 872, + "IoU": 0.0, + "TN": 349592, + "TP": 0, + "n_pred": 872, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 350437, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 34603, + "IoU": 0.0, + "TN": 315861, + "TP": 0, + "n_pred": 34603, + "n_ref": 0 + }, + "3": { + "Dice": 0.3851817042606516, + "FN": 39083, + "FP": 167, + "IoU": 0.23852944029488796, + "TN": 298919, + "TP": 12295, + "n_pred": 12462, + "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": 6731, + "IoU": 0.0, + "TN": 343733, + "TP": 0, + "n_pred": 6731, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9039424353212397, + "FN": 6960, + "FP": 1290, + "IoU": 0.8247216792725418, + "TN": 128164, + "TP": 38818, + "n_pred": 40108, + "n_ref": 45778 + }, + "10": { + "Dice": 0.20297029702970298, + "FN": 965, + "FP": 1, + "IoU": 0.11294765840220386, + "TN": 174143, + "TP": 123, + "n_pred": 124, + "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": 4458, + "IoU": 0.0, + "TN": 170774, + "TP": 0, + "n_pred": 4458, + "n_ref": 0 + }, + "7": { + "Dice": 0.922173424573588, + "FN": 1240, + "FP": 284, + "IoU": 0.8555860892637165, + "TN": 164679, + "TP": 9029, + "n_pred": 9313, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.6139767856282811, + "FN": 289, + "FP": 7726, + "IoU": 0.4429772743067621, + "TN": 336075, + "TP": 6374, + "n_pred": 14100, + "n_ref": 6663 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6390557298670253, + "FN": 11428, + "FP": 651, + "IoU": 0.4695678903917091, + "TN": 327692, + "TP": 10693, + "n_pred": 11344, + "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": 0.012837784293525636, + "FN": 7985, + "FP": 4472, + "IoU": 0.006460360504067634, + "TN": 337926, + "TP": 81, + "n_pred": 4553, + "n_ref": 8066 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "6": { + "Dice": 0.9742080929272859, + "FN": 874, + "FP": 3851, + "IoU": 0.9497131788720852, + "TN": 256503, + "TP": 89236, + "n_pred": 93087, + "n_ref": 90110 + }, + "7": { + "Dice": 0.6121931672040706, + "FN": 14929, + "FP": 5878, + "IoU": 0.44112275047005106, + "TN": 313234, + "TP": 16423, + "n_pred": 22301, + "n_ref": 31352 + }, + "8": { + "Dice": 0.9619309262166404, + "FN": 1341, + "FP": 211, + "IoU": 0.9266540642722118, + "TN": 329304, + "TP": 19608, + "n_pred": 19819, + "n_ref": 20949 + }, + "9": { + "Dice": 0.9443807339449541, + "FN": 1518, + "FP": 422, + "IoU": 0.8946224877783813, + "TN": 332054, + "TP": 16470, + "n_pred": 16892, + "n_ref": 17988 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 350437, + "TP": 0, + "n_pred": 27, + "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": 0.8689552369678636, + "FN": 2323, + "FP": 666, + "IoU": 0.7682766105899682, + "TN": 337565, + "TP": 9910, + "n_pred": 10576, + "n_ref": 12233 + }, + "6": { + "Dice": 0.7077300066830029, + "FN": 336, + "FP": 2288, + "IoU": 0.5476641958283055, + "TN": 344663, + "TP": 3177, + "n_pred": 5465, + "n_ref": 3513 + }, + "7": { + "Dice": 0.7771564141670904, + "FN": 393, + "FP": 922, + "IoU": 0.6355321507760532, + "TN": 346856, + "TP": 2293, + "n_pred": 3215, + "n_ref": 2686 + }, + "8": { + "Dice": 0.9586685159500693, + "FN": 730, + "FP": 1356, + "IoU": 0.9206180074587107, + "TN": 324186, + "TP": 24192, + "n_pred": 25548, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.9099853837652847, + "FN": 4949, + "FP": 101, + "IoU": 0.8348377812663527, + "TN": 144656, + "TP": 25526, + "n_pred": 25627, + "n_ref": 30475 + }, + "15": { + "Dice": 0.824585635359116, + "FN": 344, + "FP": 1688, + "IoU": 0.7015276145710928, + "TN": 168424, + "TP": 4776, + "n_pred": 6464, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8679791927306248, + "FN": 4664, + "FP": 1351, + "IoU": 0.7667519776640298, + "TN": 149444, + "TP": 19773, + "n_pred": 21124, + "n_ref": 24437 + }, + "10": { + "Dice": 0.0, + "FN": 614, + "FP": 7, + "IoU": 0.0, + "TN": 174611, + "TP": 0, + "n_pred": 7, + "n_ref": 614 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.35619141588554515, + "FN": 929, + "FP": 376, + "IoU": 0.21668667466986793, + "TN": 173566, + "TP": 361, + "n_pred": 737, + "n_ref": 1290 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 9187, + "IoU": 0.0, + "TN": 166045, + "TP": 0, + "n_pred": 9187, + "n_ref": 0 + }, + "3": { + "Dice": 0.8223410300717873, + "FN": 14057, + "FP": 1262, + "IoU": 0.6982845213006913, + "TN": 124459, + "TP": 35454, + "n_pred": 36716, + "n_ref": 49511 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 175216, + "TP": 0, + "n_pred": 16, + "n_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": 5708, + "IoU": 0.0, + "TN": 169524, + "TP": 0, + "n_pred": 5708, + "n_ref": 0 + }, + "7": { + "Dice": 0.838142192839935, + "FN": 2181, + "FP": 3597, + "IoU": 0.7213810396373806, + "TN": 154494, + "TP": 14960, + "n_pred": 18557, + "n_ref": 17141 + }, + "8": { + "Dice": 0.12375332880789515, + "FN": 16688, + "FP": 93, + "IoU": 0.06595792051653122, + "TN": 157266, + "TP": 1185, + "n_pred": 1278, + "n_ref": 17873 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1817, + "IoU": 0.0, + "TN": 173415, + "TP": 0, + "n_pred": 1817, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.7692629815745393, + "FN": 3067, + "FP": 239, + "IoU": 0.6250425314732903, + "TN": 341647, + "TP": 5511, + "n_pred": 5750, + "n_ref": 8578 + }, + "6": { + "Dice": 0.0472972972972973, + "FN": 109, + "FP": 3557, + "IoU": 0.02422145328719723, + "TN": 346707, + "TP": 91, + "n_pred": 3648, + "n_ref": 200 + }, + "7": { + "Dice": 0.9137597545521243, + "FN": 2203, + "FP": 383, + "IoU": 0.8412133120471571, + "TN": 334178, + "TP": 13700, + "n_pred": 14083, + "n_ref": 15903 + }, + "8": { + "Dice": 0.96451445386879, + "FN": 1353, + "FP": 1107, + "IoU": 0.931461049816115, + "TN": 314572, + "TP": 33432, + "n_pred": 34539, + "n_ref": 34785 + }, + "9": { + "Dice": 0.7971668634122631, + "FN": 2864, + "FP": 57, + "IoU": 0.6627410229765616, + "TN": 341803, + "TP": 5740, + "n_pred": 5797, + "n_ref": 8604 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9723955379088675, + "FN": 378, + "FP": 206, + "IoU": 0.9462741490340386, + "TN": 339594, + "TP": 10286, + "n_pred": 10492, + "n_ref": 10664 + }, + "10": { + "Dice": 0.813858638523315, + "FN": 3251, + "FP": 1176, + "IoU": 0.6861396667848281, + "TN": 336359, + "TP": 9678, + "n_pred": 10854, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.822104466313399, + "FN": 364, + "FP": 106, + "IoU": 0.6979434447300771, + "TN": 348908, + "TP": 1086, + "n_pred": 1192, + "n_ref": 1450 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 350422, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 12018, + "IoU": 0.0, + "TN": 338446, + "TP": 0, + "n_pred": 12018, + "n_ref": 0 + }, + "3": { + "Dice": 0.8215182277953981, + "FN": 13958, + "FP": 617, + "IoU": 0.697098798786317, + "TN": 302346, + "TP": 33543, + "n_pred": 34160, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8344173945363316, + "FN": 196, + "FP": 695, + "IoU": 0.7158801020408163, + "TN": 347328, + "TP": 2245, + "n_pred": 2940, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.46482702822660943, + "FN": 873.5755555555556, + "FP": 564.24, + "IoU": 0.3927101248454086, + "TN": 218421.61111111112, + "TP": 2101.1066666666666, + "n_pred": 2665.346666666667, + "n_ref": 2974.682222222222 + }, + "mean": { + "1": { + "Dice": 0.3182257580265752, + "FN": 132.03333333333333, + "FP": 1130.8333333333333, + "IoU": 0.2631588113233136, + "TN": 220406.83333333334, + "TP": 290.8333333333333, + "n_pred": 1421.6666666666667, + "n_ref": 422.8666666666667 + }, + "10": { + "Dice": 0.5274612742753523, + "FN": 1387.7, + "FP": 1013.4333333333333, + "IoU": 0.3951679857772698, + "TN": 217853.43333333332, + "TP": 1705.9666666666667, + "n_pred": 2719.4, + "n_ref": 3093.6666666666665 + }, + "11": { + "Dice": 0.15152198421645996, + "FN": 19.433333333333334, + "FP": 49.733333333333334, + "IoU": 0.1219600725952813, + "TN": 221812.96666666667, + "TP": 78.4, + "n_pred": 128.13333333333333, + "n_ref": 97.83333333333333 + }, + "12": { + "Dice": 0.42515167171065515, + "FN": 252.96666666666667, + "FP": 62.46666666666667, + "IoU": 0.3036636005187409, + "TN": 221411.0, + "TP": 234.1, + "n_pred": 296.56666666666666, + "n_ref": 487.06666666666666 + }, + "13": { + "Dice": 0.35882802701751815, + "FN": 1214.8666666666666, + "FP": 418.73333333333335, + "IoU": 0.27113466690288235, + "TN": 218689.7, + "TP": 1637.2333333333333, + "n_pred": 2055.9666666666667, + "n_ref": 2852.1 + }, + "14": { + "Dice": 0.5412811173863498, + "FN": 348.1333333333333, + "FP": 181.8, + "IoU": 0.45982498372469766, + "TN": 220061.53333333333, + "TP": 1369.0666666666666, + "n_pred": 1550.8666666666666, + "n_ref": 1717.2 + }, + "15": { + "Dice": 0.04340052015604681, + "FN": 1113.7333333333333, + "FP": 527.2666666666667, + "IoU": 0.022684791843670348, + "TN": 220292.83333333334, + "TP": 26.7, + "n_pred": 553.9666666666667, + "n_ref": 1140.4333333333334 + }, + "2": { + "Dice": 0.18637703580253762, + "FN": 1669.3, + "FP": 1261.5333333333333, + "IoU": 0.16321975411471978, + "TN": 218086.26666666666, + "TP": 943.4333333333333, + "n_pred": 2204.9666666666667, + "n_ref": 2612.733333333333 + }, + "3": { + "Dice": 0.26598271390568856, + "FN": 1189.5333333333333, + "FP": 2041.7333333333333, + "IoU": 0.22646654854814785, + "TN": 217977.73333333334, + "TP": 751.5333333333333, + "n_pred": 2793.266666666667, + "n_ref": 1941.0666666666666 + }, + "4": { + "Dice": 0.3674037011279385, + "FN": 169.33333333333334, + "FP": 7.7, + "IoU": 0.2755804609651633, + "TN": 221511.6, + "TP": 271.9, + "n_pred": 279.6, + "n_ref": 441.23333333333335 + }, + "5": { + "Dice": 0.8444707273802484, + "FN": 4.866666666666666, + "FP": 3.9, + "IoU": 0.7308085977482088, + "TN": 221927.96666666667, + "TP": 23.8, + "n_pred": 27.7, + "n_ref": 28.666666666666668 + }, + "6": { + "Dice": 0.7605654594757308, + "FN": 2930.8333333333335, + "FP": 980.5333333333333, + "IoU": 0.6570045130915623, + "TN": 202580.23333333334, + "TP": 15468.933333333332, + "n_pred": 16449.466666666667, + "n_ref": 18399.766666666666 + }, + "7": { + "Dice": 0.520184630650251, + "FN": 2467.1666666666665, + "FP": 437.03333333333336, + "IoU": 0.43887907830101774, + "TN": 213798.43333333332, + "TP": 5257.9, + "n_pred": 5694.933333333333, + "n_ref": 7725.066666666667 + }, + "8": { + "Dice": 0.7357332804192276, + "FN": 111.83333333333333, + "FP": 220.96666666666667, + "IoU": 0.6982940755766086, + "TN": 219579.66666666666, + "TP": 2048.0666666666666, + "n_pred": 2269.0333333333333, + "n_ref": 2159.9 + }, + "9": { + "Dice": 0.9258175218485608, + "FN": 91.9, + "FP": 125.93333333333334, + "IoU": 0.8628039316498448, + "TN": 220333.96666666667, + "TP": 1408.7333333333333, + "n_pred": 1534.6666666666667, + "n_ref": 1500.6333333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 24853, + "IoU": 0.0, + "TN": 325611, + "TP": 0, + "n_pred": 24853, + "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": 12625, + "IoU": 0.0, + "TN": 337839, + "TP": 0, + "n_pred": 12625, + "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": 0.8305032884879264, + "FN": 53116, + "FP": 617, + "IoU": 0.7101373439640942, + "TN": 165090, + "TP": 131641, + "n_pred": 132258, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.3713725378734048, + "FN": 15127, + "FP": 6990, + "IoU": 0.2280279232111693, + "TN": 146582, + "TP": 6533, + "n_pred": 13523, + "n_ref": 21660 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.11739130434782609, + "FN": 61, + "FP": 345, + "IoU": 0.06235565819861432, + "TN": 174799, + "TP": 27, + "n_pred": 372, + "n_ref": 88 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6812540497433086, + "FN": 2716, + "FP": 10074, + "IoU": 0.5165923350215436, + "TN": 148774, + "TP": 13668, + "n_pred": 23742, + "n_ref": 16384 + }, + "7": { + "Dice": 0.7804185033724573, + "FN": 15455, + "FP": 1083, + "IoU": 0.6399068086310885, + "TN": 129305, + "TP": 29389, + "n_pred": 30472, + "n_ref": 44844 + }, + "8": { + "Dice": 0.9336476252570339, + "FN": 731, + "FP": 592, + "IoU": 0.875552629103565, + "TN": 164601, + "TP": 9308, + "n_pred": 9900, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.6934316007240755, + "FN": 167, + "FP": 4575, + "IoU": 0.5307273626917368, + "TN": 165127, + "TP": 5363, + "n_pred": 9938, + "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": 0.7501964550772723, + "FN": 11495, + "FP": 2810, + "IoU": 0.6002515020259885, + "TN": 139447, + "TP": 21480, + "n_pred": 24290, + "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": 0.9364349472545307, + "FN": 220, + "FP": 250, + "IoU": 0.8804679552390641, + "TN": 171300, + "TP": 3462, + "n_pred": 3712, + "n_ref": 3682 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 175213, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "4": { + "Dice": 0.15593220338983052, + "FN": 452, + "FP": 46, + "IoU": 0.08455882352941177, + "TN": 174688, + "TP": 46, + "n_pred": 92, + "n_ref": 498 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8654149573998107, + "FN": 1633, + "FP": 73, + "IoU": 0.7627590043109442, + "TN": 168041, + "TP": 5485, + "n_pred": 5558, + "n_ref": 7118 + }, + "7": { + "Dice": 0.8602659270739864, + "FN": 1072, + "FP": 641, + "IoU": 0.7547953048955053, + "TN": 168246, + "TP": 5273, + "n_pred": 5914, + "n_ref": 6345 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "9": { + "Dice": 0.9212484297999807, + "FN": 429, + "FP": 386, + "IoU": 0.8539949838767467, + "TN": 169650, + "TP": 4767, + "n_pred": 5153, + "n_ref": 5196 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 175174, + "TP": 0, + "n_pred": 58, + "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": 43119, + "IoU": 0.0, + "TN": 132113, + "TP": 0, + "n_pred": 43119, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8981065864897323, + "FN": 11559, + "FP": 404, + "IoU": 0.8150575867666383, + "TN": 110547, + "TP": 52722, + "n_pred": 53126, + "n_ref": 64281 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.7056071964017991, + "FN": 2348, + "FP": 2561, + "IoU": 0.545126019273536, + "TN": 339672, + "TP": 5883, + "n_pred": 8444, + "n_ref": 8231 + }, + "11": { + "Dice": 0.7576099210822999, + "FN": 203, + "FP": 1302, + "IoU": 0.6098003629764065, + "TN": 346607, + "TP": 2352, + "n_pred": 3654, + "n_ref": 2555 + }, + "12": { + "Dice": 0.6523605150214592, + "FN": 1179, + "FP": 765, + "IoU": 0.4840764331210191, + "TN": 346696, + "TP": 1824, + "n_pred": 2589, + "n_ref": 3003 + }, + "13": { + "Dice": 0.7084754326133637, + "FN": 3149, + "FP": 1467, + "IoU": 0.548557457212714, + "TN": 340239, + "TP": 5609, + "n_pred": 7076, + "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": 0.7409583749683077, + "FN": 1363, + "FP": 16006, + "IoU": 0.5885098317934139, + "TN": 308254, + "TP": 24841, + "n_pred": 40847, + "n_ref": 26204 + }, + "3": { + "Dice": 0.4794957590848961, + "FN": 13166, + "FP": 212, + "IoU": 0.31535312180143293, + "TN": 330924, + "TP": 6162, + "n_pred": 6374, + "n_ref": 19328 + }, + "4": { + "Dice": 0.5027685492801772, + "FN": 1288, + "FP": 59, + "IoU": 0.33579881656804733, + "TN": 348436, + "TP": 681, + "n_pred": 740, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9526856122600803, + "FN": 712, + "FP": 4376, + "IoU": 0.9096462565705355, + "TN": 294152, + "TP": 51224, + "n_pred": 55600, + "n_ref": 51936 + }, + "7": { + "Dice": 0.9227549943662475, + "FN": 3887, + "FP": 432, + "IoU": 0.8565878602736087, + "TN": 320348, + "TP": 25797, + "n_pred": 26229, + "n_ref": 29684 + }, + "8": { + "Dice": 0.9287071039635304, + "FN": 733, + "FP": 393, + "IoU": 0.866903073286052, + "TN": 342004, + "TP": 7334, + "n_pred": 7727, + "n_ref": 8067 + }, + "9": { + "Dice": 0.89918298134731, + "FN": 1785, + "FP": 2139, + "IoU": 0.8168323764178687, + "TN": 329041, + "TP": 17499, + "n_pred": 19638, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9263755768548101, + "FN": 836, + "FP": 201, + "IoU": 0.8628488295199048, + "TN": 167671, + "TP": 6524, + "n_pred": 6725, + "n_ref": 7360 + }, + "10": { + "Dice": 0.24400143249373285, + "FN": 6310, + "FP": 23, + "IoU": 0.1389530931339225, + "TN": 167877, + "TP": 1022, + "n_pred": 1045, + "n_ref": 7332 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 175160, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "12": { + "Dice": 0.5291129347401329, + "FN": 2230, + "FP": 180, + "IoU": 0.35972369819341127, + "TN": 171468, + "TP": 1354, + "n_pred": 1534, + "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": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 175223, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "3": { + "Dice": 0.9606348637015782, + "FN": 652, + "FP": 226, + "IoU": 0.9242515744974549, + "TN": 163641, + "TP": 10713, + "n_pred": 10939, + "n_ref": 11365 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8444707273802484, + "FN": 146, + "FP": 117, + "IoU": 0.7308085977482088, + "TN": 174255, + "TP": 714, + "n_pred": 831, + "n_ref": 860 + }, + "6": { + "Dice": 0.12661930631007104, + "FN": 781, + "FP": 3399, + "IoU": 0.06758866830247602, + "TN": 170749, + "TP": 303, + "n_pred": 3702, + "n_ref": 1084 + }, + "7": { + "Dice": 0.9282051282051282, + "FN": 3052, + "FP": 1876, + "IoU": 0.8660287081339713, + "TN": 138448, + "TP": 31856, + "n_pred": 33732, + "n_ref": 34908 + }, + "8": { + "Dice": 0.9460115822903045, + "FN": 405, + "FP": 1040, + "IoU": 0.8975540588443814, + "TN": 161127, + "TP": 12660, + "n_pred": 13700, + "n_ref": 13065 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8113475177304964, + "FN": 69, + "FP": 64, + "IoU": 0.6825775656324582, + "TN": 174813, + "TP": 286, + "n_pred": 350, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.73579248309044, + "FN": 2163, + "FP": 1626, + "IoU": 0.5820187534473249, + "TN": 166167, + "TP": 5276, + "n_pred": 6902, + "n_ref": 7439 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6804155683051636, + "FN": 2033, + "FP": 28, + "IoU": 0.5156286721504113, + "TN": 170977, + "TP": 2194, + "n_pred": 2222, + "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": 712, + "IoU": 0.0, + "TN": 174520, + "TP": 0, + "n_pred": 712, + "n_ref": 0 + }, + "3": { + "Dice": 0.047619047619047616, + "FN": 840, + "FP": 0, + "IoU": 0.024390243902439025, + "TN": 174371, + "TP": 21, + "n_pred": 21, + "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": 0.9510251779453947, + "FN": 390, + "FP": 71, + "IoU": 0.9066234555398015, + "TN": 170295, + "TP": 4476, + "n_pred": 4547, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8299307958477509, + "FN": 1341, + "FP": 625, + "IoU": 0.7093006062398344, + "TN": 168469, + "TP": 4797, + "n_pred": 5422, + "n_ref": 6138 + }, + "7": { + "Dice": 0.5339650966410209, + "FN": 9934, + "FP": 0, + "IoU": 0.364224, + "TN": 159607, + "TP": 5691, + "n_pred": 5691, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.49435531788472964, + "FN": 6517, + "FP": 4546, + "IoU": 0.3283346487766377, + "TN": 158761, + "TP": 5408, + "n_pred": 9954, + "n_ref": 11925 + }, + "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": 0.727005551322521, + "FN": 7831, + "FP": 2201, + "IoU": 0.5710987601539119, + "TN": 151842, + "TP": 13358, + "n_pred": 15559, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 10, + "IoU": 0.0, + "TN": 174949, + "TP": 0, + "n_pred": 10, + "n_ref": 273 + }, + "8": { + "Dice": 0.939214735821619, + "FN": 485, + "FP": 769, + "IoU": 0.8853957229025772, + "TN": 164290, + "TP": 9688, + "n_pred": 10457, + "n_ref": 10173 + }, + "9": { + "Dice": 0.9570211543983919, + "FN": 543, + "FP": 1253, + "IoU": 0.9175844346549192, + "TN": 153440, + "TP": 19996, + "n_pred": 21249, + "n_ref": 20539 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8653, + "IoU": 0.0, + "TN": 341811, + "TP": 0, + "n_pred": 8653, + "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": 0.5594574580036638, + "FN": 10379, + "FP": 924, + "IoU": 0.38836580086580086, + "TN": 331984, + "TP": 7177, + "n_pred": 8101, + "n_ref": 17556 + }, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.0, + "FN": 0, + "FP": 1498, + "IoU": 0.0, + "TN": 348966, + "TP": 0, + "n_pred": 1498, + "n_ref": 0 + }, + "4": { + "Dice": 0.8109140518417463, + "FN": 3340, + "FP": 125, + "IoU": 0.6819642037631941, + "TN": 339569, + "TP": 7430, + "n_pred": 7555, + "n_ref": 10770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9824684116971373, + "FN": 1843, + "FP": 3621, + "IoU": 0.9655409453536404, + "TN": 191899, + "TP": 153101, + "n_pred": 156722, + "n_ref": 154944 + }, + "7": { + "Dice": 0.01338432122370937, + "FN": 7, + "FP": 1025, + "IoU": 0.006737247353224254, + "TN": 349425, + "TP": 7, + "n_pred": 1032, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8847352024922118, + "FN": 2700, + "FP": 4996, + "IoU": 0.7932960893854749, + "TN": 313232, + "TP": 29536, + "n_pred": 34532, + "n_ref": 32236 + }, + "15": { + "Dice": 0.0, + "FN": 16588, + "FP": 15788, + "IoU": 0.0, + "TN": 318088, + "TP": 0, + "n_pred": 15788, + "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": 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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5805426869622766, + "FN": 3125, + "FP": 44, + "IoU": 0.40898918314061916, + "TN": 169870, + "TP": 2193, + "n_pred": 2237, + "n_ref": 5318 + }, + "10": { + "Dice": 0.7498522458628841, + "FN": 4313, + "FP": 2459, + "IoU": 0.5998108970570855, + "TN": 158310, + "TP": 10150, + "n_pred": 12609, + "n_ref": 14463 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 117, + "IoU": 0.0, + "TN": 175115, + "TP": 0, + "n_pred": 117, + "n_ref": 0 + }, + "12": { + "Dice": 0.5716297078493489, + "FN": 1878, + "FP": 556, + "IoU": 0.40019714144898966, + "TN": 171174, + "TP": 1624, + "n_pred": 2180, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2007, + "IoU": 0.0, + "TN": 173225, + "TP": 0, + "n_pred": 2007, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 20869, + "IoU": 0.0, + "TN": 154363, + "TP": 0, + "n_pred": 20869, + "n_ref": 0 + }, + "3": { + "Dice": 0.2477695101738548, + "FN": 20752, + "FP": 579, + "IoU": 0.14140235066816936, + "TN": 150388, + "TP": 3513, + "n_pred": 4092, + "n_ref": 24265 + }, + "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": 0.6656146441533849, + "FN": 522, + "FP": 1597, + "IoU": 0.4988174077578051, + "TN": 171004, + "TP": 2109, + "n_pred": 3706, + "n_ref": 2631 + }, + "7": { + "Dice": 0.8368295725138905, + "FN": 2374, + "FP": 504, + "IoU": 0.7194384870345096, + "TN": 164974, + "TP": 7380, + "n_pred": 7884, + "n_ref": 9754 + }, + "8": { + "Dice": 0.9775532347755324, + "FN": 400, + "FP": 262, + "IoU": 0.956092060754792, + "TN": 160155, + "TP": 14415, + "n_pred": 14677, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.08421052631578947, + "FN": 0, + "FP": 174, + "IoU": 0.04395604395604396, + "TN": 350282, + "TP": 8, + "n_pred": 182, + "n_ref": 8 + }, + "10": { + "Dice": 0.7527386541471048, + "FN": 4686, + "FP": 2898, + "IoU": 0.6035131744040151, + "TN": 331336, + "TP": 11544, + "n_pred": 14442, + "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": 193, + "IoU": 0.0, + "TN": 350271, + "TP": 0, + "n_pred": 193, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9243079584775087, + "FN": 276, + "FP": 74, + "IoU": 0.8592681946119823, + "TN": 347977, + "TP": 2137, + "n_pred": 2211, + "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": 0.9233828855854054, + "FN": 3254, + "FP": 3642, + "IoU": 0.857670636312976, + "TN": 302013, + "TP": 41555, + "n_pred": 45197, + "n_ref": 44809 + }, + "7": { + "Dice": 0.7043190265158413, + "FN": 37914, + "FP": 5921, + "IoU": 0.5435898503795175, + "TN": 254421, + "TP": 52208, + "n_pred": 58129, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.0, + "FN": 0, + "FP": 4725, + "IoU": 0.0, + "TN": 520971, + "TP": 0, + "n_pred": 4725, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6284941388638413, + "FN": 3533, + "FP": 3883, + "IoU": 0.45825115055884286, + "TN": 512007, + "TP": 6273, + "n_pred": 10156, + "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": 0.14188836724047993, + "FN": 26, + "FP": 1619, + "IoU": 0.0763615946097698, + "TN": 523915, + "TP": 136, + "n_pred": 1755, + "n_ref": 162 + }, + "8": { + "Dice": 0.9454400637196336, + "FN": 211, + "FP": 200, + "IoU": 0.8965256797583081, + "TN": 521724, + "TP": 3561, + "n_pred": 3761, + "n_ref": 3772 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.7391081496668375, + "FN": 7744, + "FP": 400, + "IoU": 0.5861788617886179, + "TN": 155552, + "TP": 11536, + "n_pred": 11936, + "n_ref": 19280 + }, + "15": { + "Dice": 0.08680104031209362, + "FN": 16824, + "FP": 30, + "IoU": 0.045369583687340696, + "TN": 157577, + "TP": 801, + "n_pred": 831, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.41528066528066526, + "FN": 6750, + "FP": 0, + "IoU": 0.26205313217448345, + "TN": 166085, + "TP": 2397, + "n_pred": 2397, + "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": 0, + "IoU": 0.0, + "TN": 172448, + "TP": 0, + "n_pred": 0, + "n_ref": 2784 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2900, + "IoU": 0.0, + "TN": 172332, + "TP": 0, + "n_pred": 2900, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3296, + "IoU": 0.0, + "TN": 171936, + "TP": 0, + "n_pred": 3296, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.4965515471961411, + "FN": 913.5266666666666, + "FP": 662.9222222222221, + "IoU": 0.4227369932084429, + "TN": 235156.69777777782, + "TP": 2750.586666666667, + "n_pred": 3413.5088888888886, + "n_ref": 3664.113333333334 + }, + "mean": { + "1": { + "Dice": 0.7266571153064076, + "FN": 485.7, + "FP": 275.0, + "IoU": 0.6737823047070718, + "TN": 232361.03333333333, + "TP": 6362.0, + "n_pred": 6637.0, + "n_ref": 6847.7 + }, + "10": { + "Dice": 0.5818538945713508, + "FN": 1364.6, + "FP": 406.53333333333336, + "IoU": 0.4557655562770274, + "TN": 235804.56666666668, + "TP": 1908.0333333333333, + "n_pred": 2314.5666666666666, + "n_ref": 3272.633333333333 + }, + "11": { + "Dice": 0.6957220555948714, + "FN": 83.93333333333334, + "FP": 16.666666666666668, + "IoU": 0.5351718951993937, + "TN": 239251.2, + "TP": 131.93333333333334, + "n_pred": 148.6, + "n_ref": 215.86666666666667 + }, + "12": { + "Dice": 0.26412637745533624, + "FN": 146.63333333333333, + "FP": 39.266666666666666, + "IoU": 0.1814813228336609, + "TN": 239217.06666666668, + "TP": 80.76666666666667, + "n_pred": 120.03333333333333, + "n_ref": 227.4 + }, + "13": { + "Dice": 0.3947190398460801, + "FN": 1022.5333333333333, + "FP": 773.9333333333333, + "IoU": 0.30276017149676315, + "TN": 236336.0, + "TP": 1351.2666666666667, + "n_pred": 2125.2, + "n_ref": 2373.8 + }, + "14": { + "Dice": 0.22576426352787315, + "FN": 303.1, + "FP": 57.63333333333333, + "IoU": 0.17068347546656779, + "TN": 238800.76666666666, + "TP": 322.23333333333335, + "n_pred": 379.8666666666667, + "n_ref": 625.3333333333334 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 7.1, + "IoU": 0.0, + "TN": 239476.63333333333, + "TP": 0.0, + "n_pred": 7.1, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.35318038511758615, + "FN": 51.1, + "FP": 480.9, + "IoU": 0.32062860898738854, + "TN": 237668.43333333332, + "TP": 1283.3, + "n_pred": 1764.2, + "n_ref": 1334.4 + }, + "3": { + "Dice": 0.6709892523121581, + "FN": 5101.833333333333, + "FP": 201.63333333333333, + "IoU": 0.6041391372362128, + "TN": 232187.86666666667, + "TP": 1992.4, + "n_pred": 2194.0333333333333, + "n_ref": 7094.233333333334 + }, + "4": { + "Dice": 0.3836439961322663, + "FN": 240.3, + "FP": 314.26666666666665, + "IoU": 0.34743636372028525, + "TN": 237463.3, + "TP": 1465.8666666666666, + "n_pred": 1780.1333333333334, + "n_ref": 1706.1666666666667 + }, + "5": { + "Dice": 0.6832475174928384, + "FN": 263.2, + "FP": 107.66666666666667, + "IoU": 0.5602358257143902, + "TN": 238818.46666666667, + "TP": 294.4, + "n_pred": 402.06666666666666, + "n_ref": 557.6 + }, + "6": { + "Dice": 0.547555666998544, + "FN": 2455.1, + "FP": 5097.6, + "IoU": 0.4945012674175854, + "TN": 218645.1, + "TP": 13285.933333333332, + "n_pred": 18383.533333333333, + "n_ref": 15741.033333333333 + }, + "7": { + "Dice": 0.5250222932129545, + "FN": 1199.8333333333333, + "FP": 1659.8, + "IoU": 0.4606974447669411, + "TN": 229885.96666666667, + "TP": 6738.133333333333, + "n_pred": 8397.933333333332, + "n_ref": 7937.966666666666 + }, + "8": { + "Dice": 0.740274134882716, + "FN": 428.8666666666667, + "FP": 86.5, + "IoU": 0.677397483847692, + "TN": 235789.03333333333, + "TP": 3179.3333333333335, + "n_pred": 3265.8333333333335, + "n_ref": 3608.2 + }, + "9": { + "Dice": 0.6555172154911324, + "FN": 556.1666666666666, + "FP": 419.3333333333333, + "IoU": 0.5563740404556631, + "TN": 235645.03333333333, + "TP": 2863.2, + "n_pred": 3282.5333333333333, + "n_ref": 3419.366666666667 + } + }, + "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": 11267, + "IoU": 0.0, + "TN": 163965, + "TP": 0, + "n_pred": 11267, + "n_ref": 0 + }, + "3": { + "Dice": 0.003110032966349443, + "FN": 144243, + "FP": 0, + "IoU": 0.0015574383254423124, + "TN": 30764, + "TP": 225, + "n_pred": 225, + "n_ref": 144468 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2096, + "IoU": 0.0, + "TN": 173136, + "TP": 0, + "n_pred": 2096, + "n_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": 121195, + "IoU": 0.0, + "TN": 54037, + "TP": 0, + "n_pred": 121195, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.8470200494369678, + "FN": 411, + "FP": 146, + "IoU": 0.7346355407336828, + "TN": 173133, + "TP": 1542, + "n_pred": 1688, + "n_ref": 1953 + }, + "6": { + "Dice": 0.9575010132592207, + "FN": 2954, + "FP": 4386, + "IoU": 0.9184670924743127, + "TN": 85207, + "TP": 82685, + "n_pred": 87071, + "n_ref": 85639 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 175204, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "8": { + "Dice": 0.8936170212765957, + "FN": 172, + "FP": 303, + "IoU": 0.8076923076923077, + "TN": 172762, + "TP": 1995, + "n_pred": 2298, + "n_ref": 2167 + }, + "9": { + "Dice": 0.8604743908692102, + "FN": 4562, + "FP": 2785, + "IoU": 0.7551163255782948, + "TN": 145230, + "TP": 22655, + "n_pred": 25440, + "n_ref": 27217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.0, + "FN": 0, + "FP": 2058, + "IoU": 0.0, + "TN": 348406, + "TP": 0, + "n_pred": 2058, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.3532232285562067, + "FN": 7260, + "FP": 24, + "IoU": 0.21449369136201876, + "TN": 341191, + "TP": 1989, + "n_pred": 2013, + "n_ref": 9249 + }, + "9": { + "Dice": 0.7090451235282107, + "FN": 365, + "FP": 3910, + "IoU": 0.5492408266554196, + "TN": 340980, + "TP": 5209, + "n_pred": 9119, + "n_ref": 5574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9487970800846909, + "FN": 11121, + "FP": 1140, + "IoU": 0.9025822342285079, + "TN": 224604, + "TP": 113599, + "n_pred": 114739, + "n_ref": 124720 + }, + "10": { + "Dice": 0.0, + "FN": 30, + "FP": 453, + "IoU": 0.0, + "TN": 349981, + "TP": 0, + "n_pred": 453, + "n_ref": 30 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.32402912621359226, + "FN": 760, + "FP": 354, + "IoU": 0.19333816075307747, + "TN": 349083, + "TP": 267, + "n_pred": 621, + "n_ref": 1027 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 213, + "IoU": 0.0, + "TN": 350251, + "TP": 0, + "n_pred": 213, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 583, + "IoU": 0.0, + "TN": 349881, + "TP": 0, + "n_pred": 583, + "n_ref": 0 + }, + "3": { + "Dice": 0.541968470387729, + "FN": 6073, + "FP": 3602, + "IoU": 0.3717124488603156, + "TN": 335065, + "TP": 5724, + "n_pred": 9326, + "n_ref": 11797 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "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": 4836, + "IoU": 0.0, + "TN": 345628, + "TP": 0, + "n_pred": 4836, + "n_ref": 0 + }, + "7": { + "Dice": 0.87352853301464, + "FN": 8339, + "FP": 127, + "IoU": 0.7754555340423839, + "TN": 312761, + "TP": 29237, + "n_pred": 29364, + "n_ref": 37576 + }, + "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": 124, + "IoU": 0.0, + "TN": 350340, + "TP": 0, + "n_pred": 124, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 286, + "IoU": 0.0, + "TN": 174946, + "TP": 0, + "n_pred": 286, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8934505742090935, + "FN": 1995, + "FP": 1410, + "IoU": 0.8074203947740513, + "TN": 157551, + "TP": 14276, + "n_pred": 15686, + "n_ref": 16271 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9696685676383011, + "FN": 2589, + "FP": 1618, + "IoU": 0.9411229602261595, + "TN": 103778, + "TP": 67247, + "n_pred": 68865, + "n_ref": 69836 + }, + "7": { + "Dice": 0.7421777221526908, + "FN": 132, + "FP": 280, + "IoU": 0.5900497512437811, + "TN": 174227, + "TP": 593, + "n_pred": 873, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9460732559083895, + "FN": 1156, + "FP": 1500, + "IoU": 0.8976650997919395, + "TN": 324510, + "TP": 23298, + "n_pred": 24798, + "n_ref": 24454 + }, + "10": { + "Dice": 0.3754935403292955, + "FN": 20638, + "FP": 2613, + "IoU": 0.23114315002810754, + "TN": 320223, + "TP": 6990, + "n_pred": 9603, + "n_ref": 27628 + }, + "11": { + "Dice": 0.653250773993808, + "FN": 223, + "FP": 1, + "IoU": 0.4850574712643678, + "TN": 350029, + "TP": 211, + "n_pred": 212, + "n_ref": 434 + }, + "12": { + "Dice": 0.7029768467475193, + "FN": 929, + "FP": 418, + "IoU": 0.5419925195511731, + "TN": 347523, + "TP": 1594, + "n_pred": 2012, + "n_ref": 2523 + }, + "13": { + "Dice": 0.4302159482396437, + "FN": 1679, + "FP": 11883, + "IoU": 0.27406059308425224, + "TN": 331782, + "TP": 5120, + "n_pred": 17003, + "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": 0.5341002465078061, + "FN": 539, + "FP": 28, + "IoU": 0.36434977578475336, + "TN": 349572, + "TP": 325, + "n_pred": 353, + "n_ref": 864 + }, + "3": { + "Dice": 0.8913548932572395, + "FN": 111, + "FP": 917, + "IoU": 0.804003813155386, + "TN": 345219, + "TP": 4217, + "n_pred": 5134, + "n_ref": 4328 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5862539827036869, + "FN": 49, + "FP": 860, + "IoU": 0.41468126207340633, + "TN": 348911, + "TP": 644, + "n_pred": 1504, + "n_ref": 693 + }, + "7": { + "Dice": 0.9591961804318392, + "FN": 2733, + "FP": 2993, + "IoU": 0.9215917182450567, + "TN": 277436, + "TP": 67302, + "n_pred": 70295, + "n_ref": 70035 + }, + "8": { + "Dice": 0.9521288170015232, + "FN": 802, + "FP": 518, + "IoU": 0.9086315498027272, + "TN": 336017, + "TP": 13127, + "n_pred": 13645, + "n_ref": 13929 + }, + "9": { + "Dice": 0.8994471065241431, + "FN": 1821, + "FP": 907, + "IoU": 0.817268403777882, + "TN": 335535, + "TP": 12201, + "n_pred": 13108, + "n_ref": 14022 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.5164556962025316, + "FN": 154, + "FP": 37, + "IoU": 0.34812286689419797, + "TN": 350171, + "TP": 102, + "n_pred": 139, + "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": 0.0, + "FN": 4417, + "FP": 0, + "IoU": 0.0, + "TN": 346047, + "TP": 0, + "n_pred": 0, + "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": 0.9173465106521841, + "FN": 1173, + "FP": 2373, + "IoU": 0.8473131243541164, + "TN": 327240, + "TP": 19678, + "n_pred": 22051, + "n_ref": 20851 + }, + "5": { + "Dice": 0.840531561461794, + "FN": 627, + "FP": 1197, + "IoU": 0.7249283667621776, + "TN": 343833, + "TP": 4807, + "n_pred": 6004, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9530603091360751, + "FN": 4517, + "FP": 925, + "IoU": 0.9103297137866829, + "TN": 289775, + "TP": 55247, + "n_pred": 56172, + "n_ref": 59764 + }, + "7": { + "Dice": 0.8046152437349288, + "FN": 1325, + "FP": 5076, + "IoU": 0.6731014759205353, + "TN": 330883, + "TP": 13180, + "n_pred": 18256, + "n_ref": 14505 + }, + "8": { + "Dice": 0.9535348884060265, + "FN": 2554, + "FP": 675, + "IoU": 0.9111960617144743, + "TN": 314103, + "TP": 33132, + "n_pred": 33807, + "n_ref": 35686 + }, + "9": { + "Dice": 0.3352326685660019, + "FN": 32, + "FP": 1368, + "IoU": 0.2013690815744438, + "TN": 348711, + "TP": 353, + "n_pred": 1721, + "n_ref": 385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.9125935977900017, + "FN": 3412, + "FP": 195, + "IoU": 0.8392387574096358, + "TN": 328027, + "TP": 18830, + "n_pred": 19025, + "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": 0.4556410323732507, + "FN": 20648, + "FP": 85, + "IoU": 0.29503570214212854, + "TN": 321054, + "TP": 8677, + "n_pred": 8762, + "n_ref": 29325 + }, + "14": { + "Dice": 0.6772927905836195, + "FN": 9093, + "FP": 119, + "IoU": 0.5120504263997033, + "TN": 331585, + "TP": 9667, + "n_pred": 9786, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 1384, + "IoU": 0.0, + "TN": 349080, + "TP": 0, + "n_pred": 1384, + "n_ref": 0 + }, + "8": { + "Dice": 0.9029126213592233, + "FN": 37, + "FP": 3, + "IoU": 0.8230088495575221, + "TN": 350238, + "TP": 186, + "n_pred": 189, + "n_ref": 223 + }, + "9": { + "Dice": 0.7595712098009189, + "FN": 2929, + "FP": 54, + "IoU": 0.6123456790123457, + "TN": 342769, + "TP": 4712, + "n_pred": 4766, + "n_ref": 7641 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9011689691817216, + "FN": 182, + "FP": 4, + "IoU": 0.8201160541586073, + "TN": 174198, + "TP": 848, + "n_pred": 852, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.6496480973398545, + "FN": 620, + "FP": 5254, + "IoU": 0.481095406360424, + "TN": 339144, + "TP": 5446, + "n_pred": 10700, + "n_ref": 6066 + }, + "11": { + "Dice": 0.6780595369349504, + "FN": 932, + "FP": 236, + "IoU": 0.5129274395329442, + "TN": 348066, + "TP": 1230, + "n_pred": 1466, + "n_ref": 2162 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 406, + "IoU": 0.0, + "TN": 350058, + "TP": 0, + "n_pred": 406, + "n_ref": 0 + }, + "13": { + "Dice": 0.6517154811715481, + "FN": 583, + "FP": 1498, + "IoU": 0.4833664349553128, + "TN": 346436, + "TP": 1947, + "n_pred": 3445, + "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": 0.9712000313682436, + "FN": 566, + "FP": 903, + "IoU": 0.9440125009528165, + "TN": 324226, + "TP": 24769, + "n_pred": 25672, + "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": 2889, + "IoU": 0.0, + "TN": 345866, + "TP": 0, + "n_pred": 2889, + "n_ref": 1709 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7791362083825454, + "FN": 33177, + "FP": 8337, + "IoU": 0.6381843852951943, + "TN": 235726, + "TP": 73224, + "n_pred": 81561, + "n_ref": 106401 + }, + "7": { + "Dice": 0.09475748588921841, + "FN": 17905, + "FP": 19945, + "IoU": 0.04973513092817153, + "TN": 310633, + "TP": 1981, + "n_pred": 21926, + "n_ref": 19886 + }, + "8": { + "Dice": 0.8987277353689568, + "FN": 199, + "FP": 0, + "IoU": 0.8160813308687616, + "TN": 349382, + "TP": 883, + "n_pred": 883, + "n_ref": 1082 + }, + "9": { + "Dice": 0.8597093940076593, + "FN": 3258, + "FP": 1724, + "IoU": 0.7539388551390329, + "TN": 330217, + "TP": 15265, + "n_pred": 16989, + "n_ref": 18523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8021546076575921, + "FN": 2792, + "FP": 2644, + "IoU": 0.6696645600388916, + "TN": 334008, + "TP": 11020, + "n_pred": 13664, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.2936259143155695, + "FN": 2704, + "FP": 0, + "IoU": 0.1720759338640539, + "TN": 347198, + "TP": 562, + "n_pred": 562, + "n_ref": 3266 + }, + "13": { + "Dice": 0.0, + "FN": 67, + "FP": 0, + "IoU": 0.0, + "TN": 350397, + "TP": 0, + "n_pred": 0, + "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": 0.957129328658084, + "FN": 904, + "FP": 771, + "IoU": 0.9177833406960192, + "TN": 330091, + "TP": 18698, + "n_pred": 19469, + "n_ref": 19602 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.36219094157975346, + "FN": 6858, + "FP": 1887, + "IoU": 0.2211435696473103, + "TN": 339236, + "TP": 2483, + "n_pred": 4370, + "n_ref": 9341 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4267, + "IoU": 0.0, + "TN": 346197, + "TP": 0, + "n_pred": 4267, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9680487670931957, + "FN": 1842, + "FP": 1067, + "IoU": 0.938076079783724, + "TN": 303487, + "TP": 44068, + "n_pred": 45135, + "n_ref": 45910 + }, + "9": { + "Dice": 0.2938706968933669, + "FN": 223, + "FP": 618, + "IoU": 0.17224409448818898, + "TN": 349448, + "TP": 175, + "n_pred": 793, + "n_ref": 398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0217.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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.7300664451827242, + "FN": 652, + "FP": 648, + "IoU": 0.5748855461085677, + "TN": 347406, + "TP": 1758, + "n_pred": 2406, + "n_ref": 2410 + }, + "11": { + "Dice": 0.7558558558558559, + "FN": 1363, + "FP": 263, + "IoU": 0.6075307748008689, + "TN": 346321, + "TP": 2517, + "n_pred": 2780, + "n_ref": 3880 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.868141338695777, + "FN": 2022, + "FP": 2568, + "IoU": 0.767005076142132, + "TN": 330764, + "TP": 15110, + "n_pred": 17678, + "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": 0.9669624179470533, + "FN": 175, + "FP": 741, + "IoU": 0.9360379861741499, + "TN": 336143, + "TP": 13405, + "n_pred": 14146, + "n_ref": 13580 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8747108880645865, + "FN": 2332, + "FP": 539, + "IoU": 0.7773210269138292, + "TN": 337571, + "TP": 10022, + "n_pred": 10561, + "n_ref": 12354 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9683620378075329, + "FN": 1610, + "FP": 5918, + "IoU": 0.9386646025990956, + "TN": 227729, + "TP": 115207, + "n_pred": 121125, + "n_ref": 116817 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 3033, + "IoU": 0.0, + "TN": 347430, + "TP": 0, + "n_pred": 3033, + "n_ref": 1 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8922889857128382, + "FN": 2685, + "FP": 504, + "IoU": 0.805525064032199, + "TN": 334066, + "TP": 13209, + "n_pred": 13713, + "n_ref": 15894 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7632694968974599, + "FN": 467, + "FP": 4836, + "IoU": 0.6171671960727693, + "TN": 161380, + "TP": 8549, + "n_pred": 13385, + "n_ref": 9016 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.12732549259202688, + "FN": 28516, + "FP": 51, + "IoU": 0.06799125640272748, + "TN": 144581, + "TP": 2084, + "n_pred": 2135, + "n_ref": 30600 + }, + "7": { + "Dice": 0.8889920629656651, + "FN": 5259, + "FP": 14825, + "IoU": 0.8001671575260686, + "TN": 74728, + "TP": 80420, + "n_pred": 95245, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 260, + "IoU": 0.0, + "TN": 174972, + "TP": 0, + "n_pred": 260, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8757470902799622, + "FN": 59, + "FP": 336, + "IoU": 0.7789591494124231, + "TN": 173445, + "TP": 1392, + "n_pred": 1728, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9751457436414975, + "FN": 1827, + "FP": 488, + "IoU": 0.9514969934421421, + "TN": 477967, + "TP": 45414, + "n_pred": 45902, + "n_ref": 47241 + }, + "10": { + "Dice": 0.6684191720688071, + "FN": 12640, + "FP": 352, + "IoU": 0.5019741633763943, + "TN": 499609, + "TP": 13095, + "n_pred": 13447, + "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": 0.7520385182884212, + "FN": 1260, + "FP": 5126, + "IoU": 0.60261356565028, + "TN": 509626, + "TP": 9684, + "n_pred": 14810, + "n_ref": 10944 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1579, + "IoU": 0.0, + "TN": 524117, + "TP": 0, + "n_pred": 1579, + "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": 645, + "IoU": 0.0, + "TN": 524798, + "TP": 0, + "n_pred": 645, + "n_ref": 253 + }, + "3": { + "Dice": 0.9613835362913886, + "FN": 1724, + "FP": 759, + "IoU": 0.925638645143901, + "TN": 492305, + "TP": 30908, + "n_pred": 31667, + "n_ref": 32632 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 120, + "IoU": 0.0, + "TN": 525576, + "TP": 0, + "n_pred": 120, + "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": 195, + "IoU": 0.0, + "TN": 525501, + "TP": 0, + "n_pred": 195, + "n_ref": 0 + }, + "7": { + "Dice": 0.8869557039405624, + "FN": 301, + "FP": 2103, + "IoU": 0.7968736797634136, + "TN": 513861, + "TP": 9431, + "n_pred": 11534, + "n_ref": 9732 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 525691, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "9": { + "Dice": 0.9455325790089738, + "FN": 810, + "FP": 586, + "IoU": 0.8966920742988234, + "TN": 512183, + "TP": 12117, + "n_pred": 12703, + "n_ref": 12927 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 175201, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.41095082489244733, + "FN": 535.1088888888888, + "FP": 418.4333333333333, + "IoU": 0.35449940235390215, + "TN": 236517.04666666666, + "TP": 2013.1444444444446, + "n_pred": 2431.577777777778, + "n_ref": 2548.2533333333336 + }, + "mean": { + "1": { + "Dice": 0.22990162977022613, + "FN": 282.3666666666667, + "FP": 95.33333333333333, + "IoU": 0.21279435116051218, + "TN": 238266.23333333334, + "TP": 839.8, + "n_pred": 935.1333333333333, + "n_ref": 1122.1666666666667 + }, + "10": { + "Dice": 0.5179458746621136, + "FN": 664.9666666666667, + "FP": 544.2, + "IoU": 0.4305625608597399, + "TN": 236357.5, + "TP": 1917.0666666666666, + "n_pred": 2461.266666666667, + "n_ref": 2582.0333333333333 + }, + "11": { + "Dice": 0.3094275758037491, + "FN": 96.56666666666666, + "FP": 104.7, + "IoU": 0.24732938771231158, + "TN": 239091.26666666666, + "TP": 191.2, + "n_pred": 295.9, + "n_ref": 287.76666666666665 + }, + "12": { + "Dice": 0.46812989416529155, + "FN": 299.9, + "FP": 57.4, + "IoU": 0.3404523884104883, + "TN": 238940.4, + "TP": 186.03333333333333, + "n_pred": 243.43333333333334, + "n_ref": 485.93333333333334 + }, + "13": { + "Dice": 0.31575911906696547, + "FN": 363.4, + "FP": 495.73333333333335, + "IoU": 0.25673143884206767, + "TN": 237668.43333333332, + "TP": 956.1666666666666, + "n_pred": 1451.9, + "n_ref": 1319.5666666666666 + }, + "14": { + "Dice": 0.0, + "FN": 2.8, + "FP": 64.56666666666666, + "IoU": 0.0, + "TN": 239416.36666666667, + "TP": 0.0, + "n_pred": 64.56666666666666, + "n_ref": 2.8 + }, + "15": { + "Dice": 0.0, + "FN": 5.1, + "FP": 0.0, + "IoU": 0.0, + "TN": 239478.63333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 5.1 + }, + "2": { + "Dice": 0.578497595980511, + "FN": 1373.7, + "FP": 179.2, + "IoU": 0.5327015246002089, + "TN": 235267.73333333334, + "TP": 2663.1, + "n_pred": 2842.3, + "n_ref": 4036.8 + }, + "3": { + "Dice": 0.3837336852752615, + "FN": 206.0, + "FP": 1445.7, + "IoU": 0.33626416323384, + "TN": 236749.13333333333, + "TP": 1082.9, + "n_pred": 2528.6, + "n_ref": 1288.9 + }, + "4": { + "Dice": 0.16195443315948393, + "FN": 70.8, + "FP": 201.2, + "IoU": 0.11977263499796996, + "TN": 239133.06666666668, + "TP": 78.66666666666667, + "n_pred": 279.8666666666667, + "n_ref": 149.46666666666667 + }, + "5": { + "Dice": 0.6086805003517733, + "FN": 76.86666666666666, + "FP": 61.43333333333333, + "IoU": 0.5167130527459988, + "TN": 239099.3, + "TP": 246.13333333333333, + "n_pred": 307.56666666666666, + "n_ref": 323.0 + }, + "6": { + "Dice": 0.6324403968910003, + "FN": 1294.5666666666666, + "FP": 1189.3666666666666, + "IoU": 0.5719105152395462, + "TN": 223611.56666666668, + "TP": 13388.233333333334, + "n_pred": 14577.6, + "n_ref": 14682.8 + }, + "7": { + "Dice": 0.35754528304164496, + "FN": 1172.0, + "FP": 144.23333333333332, + "IoU": 0.3210640950167066, + "TN": 236178.56666666668, + "TP": 1988.9333333333334, + "n_pred": 2133.1666666666665, + "n_ref": 3160.9333333333334 + }, + "8": { + "Dice": 0.8307010507155148, + "FN": 1457.8666666666666, + "FP": 550.4666666666667, + "IoU": 0.7524201619034016, + "TN": 234496.7, + "TP": 2978.7, + "n_pred": 3529.1666666666665, + "n_ref": 4436.566666666667 + }, + "9": { + "Dice": 0.7695453345031744, + "FN": 659.7333333333333, + "FP": 1142.9666666666667, + "IoU": 0.6787747605857402, + "TN": 234000.8, + "TP": 3680.233333333333, + "n_pred": 4823.2, + "n_ref": 4339.966666666666 + } + }, + "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": 0.7574468085106383, + "FN": 146, + "FP": 25, + "IoU": 0.6095890410958904, + "TN": 350026, + "TP": 267, + "n_pred": 292, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6478177326379357, + "FN": 2124, + "FP": 442, + "IoU": 0.47909053999187984, + "TN": 345538, + "TP": 2360, + "n_pred": 2802, + "n_ref": 4484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9772587208858149, + "FN": 2209, + "FP": 2256, + "IoU": 0.9555287743272046, + "TN": 250062, + "TP": 95937, + "n_pred": 98193, + "n_ref": 98146 + }, + "7": { + "Dice": 0.9154001839926403, + "FN": 2053, + "FP": 246, + "IoU": 0.8439981000203569, + "TN": 335727, + "TP": 12438, + "n_pred": 12684, + "n_ref": 14491 + }, + "8": { + "Dice": 0.835613519157823, + "FN": 771, + "FP": 3086, + "IoU": 0.7176427525622254, + "TN": 336804, + "TP": 9803, + "n_pred": 12889, + "n_ref": 10574 + }, + "9": { + "Dice": 0.8162535351854933, + "FN": 2215, + "FP": 2203, + "IoU": 0.6895509802543742, + "TN": 336233, + "TP": 9813, + "n_pred": 12016, + "n_ref": 12028 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0025.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": 1555, + "IoU": 0.0, + "TN": 348909, + "TP": 0, + "n_pred": 1555, + "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": 0.03576487252124646, + "FN": 5446, + "FP": 0, + "IoU": 0.01820804038218857, + "TN": 344917, + "TP": 101, + "n_pred": 101, + "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": 0.10892100291068785, + "FN": 34707, + "FP": 193, + "IoU": 0.05759727810331326, + "TN": 313431, + "TP": 2133, + "n_pred": 2326, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 34640, + "IoU": 0.0, + "TN": 315824, + "TP": 0, + "n_pred": 34640, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5057, + "IoU": 0.0, + "TN": 345407, + "TP": 0, + "n_pred": 5057, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6316562614763129, + "FN": 28, + "FP": 1978, + "IoU": 0.46162104133118625, + "TN": 346738, + "TP": 1720, + "n_pred": 3698, + "n_ref": 1748 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 350446, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "8": { + "Dice": 0.5251396648044693, + "FN": 21, + "FP": 64, + "IoU": 0.3560606060606061, + "TN": 350332, + "TP": 47, + "n_pred": 111, + "n_ref": 68 + }, + "9": { + "Dice": 0.7997985031663788, + "FN": 1194, + "FP": 1588, + "IoU": 0.6663868569372826, + "TN": 342125, + "TP": 5557, + "n_pred": 7145, + "n_ref": 6751 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.8929954630961602, + "FN": 1516, + "FP": 418, + "IoU": 0.8066773290683726, + "TN": 515692, + "TP": 8070, + "n_pred": 8488, + "n_ref": 9586 + }, + "11": { + "Dice": 0.8015741507870754, + "FN": 535, + "FP": 423, + "IoU": 0.6688558589699274, + "TN": 522803, + "TP": 1935, + "n_pred": 2358, + "n_ref": 2470 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8169936659972192, + "FN": 777, + "FP": 5146, + "IoU": 0.690608023401588, + "TN": 506552, + "TP": 13221, + "n_pred": 18367, + "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": 0.8647189583994919, + "FN": 789, + "FP": 63, + "IoU": 0.7616783216783217, + "TN": 522121, + "TP": 2723, + "n_pred": 2786, + "n_ref": 3512 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 525685, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 525657, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9357818786666366, + "FN": 2198, + "FP": 659, + "IoU": 0.8793139863980062, + "TN": 502023, + "TP": 20816, + "n_pred": 21475, + "n_ref": 23014 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9166128784386046, + "FN": 955, + "FP": 1758, + "IoU": 0.8460621879255561, + "TN": 508072, + "TP": 14911, + "n_pred": 16669, + "n_ref": 15866 + }, + "9": { + "Dice": 0.804440506244462, + "FN": 3886, + "FP": 7811, + "IoU": 0.6728569430848832, + "TN": 489941, + "TP": 24058, + "n_pred": 31869, + "n_ref": 27944 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 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": 0.8816705336426914, + "FN": 17, + "FP": 34, + "IoU": 0.7883817427385892, + "TN": 350223, + "TP": 190, + "n_pred": 224, + "n_ref": 207 + }, + "6": { + "Dice": 0.9717348360069696, + "FN": 1881, + "FP": 3456, + "IoU": 0.9450235892787243, + "TN": 253386, + "TP": 91741, + "n_pred": 95197, + "n_ref": 93622 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8999710060887214, + "FN": 342, + "FP": 3, + "IoU": 0.8181338956246705, + "TN": 348567, + "TP": 1552, + "n_pred": 1555, + "n_ref": 1894 + }, + "9": { + "Dice": 0.9091636814825191, + "FN": 3798, + "FP": 741, + "IoU": 0.8334556395391503, + "TN": 323210, + "TP": 22715, + "n_pred": 23456, + "n_ref": 26513 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.8031586175326162, + "FN": 641, + "FP": 1079, + "IoU": 0.6710652132338879, + "TN": 170003, + "TP": 3509, + "n_pred": 4588, + "n_ref": 4150 + }, + "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": 0.967062404870624, + "FN": 219, + "FP": 863, + "IoU": 0.9362253919603913, + "TN": 158266, + "TP": 15884, + "n_pred": 16747, + "n_ref": 16103 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.976505321656288, + "FN": 2165, + "FP": 676, + "IoU": 0.9540893004314733, + "TN": 113351, + "TP": 59040, + "n_pred": 59716, + "n_ref": 61205 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9500421175403356, + "FN": 1321, + "FP": 221, + "IoU": 0.9048383115280177, + "TN": 159028, + "TP": 14662, + "n_pred": 14883, + "n_ref": 15983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.7076598470291248, + "FN": 12806, + "FP": 2712, + "IoU": 0.5475801749271137, + "TN": 316164, + "TP": 18782, + "n_pred": 21494, + "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": 0.8832575917175791, + "FN": 3157, + "FP": 722, + "IoU": 0.7909233008138845, + "TN": 331911, + "TP": 14674, + "n_pred": 15396, + "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": 0.0, + "FN": 0, + "FP": 7313, + "IoU": 0.0, + "TN": 343151, + "TP": 0, + "n_pred": 7313, + "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": 0.6459153645293655, + "FN": 8476, + "FP": 67, + "IoU": 0.4770125497398225, + "TN": 334129, + "TP": 7792, + "n_pred": 7859, + "n_ref": 16268 + }, + "7": { + "Dice": 0.40974549004815053, + "FN": 26514, + "FP": 87, + "IoU": 0.25766032259864935, + "TN": 314630, + "TP": 9233, + "n_pred": 9320, + "n_ref": 35747 + }, + "8": { + "Dice": 0.9371112646855563, + "FN": 244, + "FP": 29, + "IoU": 0.881664499349805, + "TN": 348157, + "TP": 2034, + "n_pred": 2063, + "n_ref": 2278 + }, + "9": { + "Dice": 0.942265405267195, + "FN": 2096, + "FP": 162, + "IoU": 0.8908334944884935, + "TN": 329780, + "TP": 18426, + "n_pred": 18588, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.25183268650280294, + "FN": 1713, + "FP": 22, + "IoU": 0.14405525407005426, + "TN": 173205, + "TP": 292, + "n_pred": 314, + "n_ref": 2005 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9517856137217516, + "FN": 5496, + "FP": 497, + "IoU": 0.9080066312590183, + "TN": 110086, + "TP": 59153, + "n_pred": 59650, + "n_ref": 64649 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9743545300256382, + "FN": 1007, + "FP": 2544, + "IoU": 0.9499915502478594, + "TN": 104224, + "TP": 67457, + "n_pred": 70001, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0134.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": 0.6410940990573748, + "FN": 1264, + "FP": 5323, + "IoU": 0.47177225340817963, + "TN": 162762, + "TP": 5883, + "n_pred": 11206, + "n_ref": 7147 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 62, + "IoU": 0.0, + "TN": 175170, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "12": { + "Dice": 0.36137198856676195, + "FN": 2668, + "FP": 460, + "IoU": 0.22053326688263145, + "TN": 171219, + "TP": 885, + "n_pred": 1345, + "n_ref": 3553 + }, + "13": { + "Dice": 0.048369132856006365, + "FN": 131, + "FP": 5850, + "IoU": 0.024783955649763573, + "TN": 169099, + "TP": 152, + "n_pred": 6002, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9519397153223556, + "FN": 534, + "FP": 1188, + "IoU": 0.9082871751171708, + "TN": 156456, + "TP": 17054, + "n_pred": 18242, + "n_ref": 17588 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 6085, + "IoU": 0.0, + "TN": 169147, + "TP": 0, + "n_pred": 6085, + "n_ref": 0 + }, + "7": { + "Dice": 0.006812375816065853, + "FN": 3255, + "FP": 244, + "IoU": 0.003417829678154372, + "TN": 171721, + "TP": 12, + "n_pred": 256, + "n_ref": 3267 + }, + "8": { + "Dice": 0.9124617996604414, + "FN": 62, + "FP": 1227, + "IoU": 0.8390158611215187, + "TN": 167225, + "TP": 6718, + "n_pred": 7945, + "n_ref": 6780 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9196065190809045, + "FN": 4051, + "FP": 354, + "IoU": 0.8511774046420487, + "TN": 320865, + "TP": 25194, + "n_pred": 25548, + "n_ref": 29245 + }, + "10": { + "Dice": 0.8139290958674219, + "FN": 647, + "FP": 1127, + "IoU": 0.6862398302087018, + "TN": 344810, + "TP": 3880, + "n_pred": 5007, + "n_ref": 4527 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5985111662531017, + "FN": 1967, + "FP": 460, + "IoU": 0.42705382436260625, + "TN": 346228, + "TP": 1809, + "n_pred": 2269, + "n_ref": 3776 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 241, + "IoU": 0.0, + "TN": 350223, + "TP": 0, + "n_pred": 241, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 3760, + "IoU": 0.0, + "TN": 346704, + "TP": 0, + "n_pred": 3760, + "n_ref": 0 + }, + "3": { + "Dice": 0.8311508827695816, + "FN": 4814, + "FP": 73, + "IoU": 0.7110848359444281, + "TN": 333549, + "TP": 12028, + "n_pred": 12101, + "n_ref": 16842 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.712094395280236, + "FN": 1843, + "FP": 109, + "IoU": 0.5529088410444343, + "TN": 346098, + "TP": 2414, + "n_pred": 2523, + "n_ref": 4257 + }, + "6": { + "Dice": 0.5516651459854015, + "FN": 16307, + "FP": 15141, + "IoU": 0.3808961335538231, + "TN": 299668, + "TP": 19348, + "n_pred": 34489, + "n_ref": 35655 + }, + "7": { + "Dice": 0.0, + "FN": 559, + "FP": 81, + "IoU": 0.0, + "TN": 349824, + "TP": 0, + "n_pred": 81, + "n_ref": 559 + }, + "8": { + "Dice": 0.9652574769507534, + "FN": 193, + "FP": 425, + "IoU": 0.9328479843529284, + "TN": 341261, + "TP": 8585, + "n_pred": 9010, + "n_ref": 8778 + }, + "9": { + "Dice": 0.7042568842549654, + "FN": 4611, + "FP": 4636, + "IoU": 0.5435158216912672, + "TN": 330207, + "TP": 11010, + "n_pred": 15646, + "n_ref": 15621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2506, + "IoU": 0.0, + "TN": 347958, + "TP": 0, + "n_pred": 2506, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4004, + "IoU": 0.0, + "TN": 346460, + "TP": 0, + "n_pred": 4004, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 2872, + "IoU": 0.0, + "TN": 347592, + "TP": 0, + "n_pred": 2872, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 338, + "IoU": 0.0, + "TN": 350126, + "TP": 0, + "n_pred": 338, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1065, + "IoU": 0.0, + "TN": 349399, + "TP": 0, + "n_pred": 1065, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 225, + "IoU": 0.0, + "TN": 350239, + "TP": 0, + "n_pred": 225, + "n_ref": 0 + }, + "8": { + "Dice": 0.29811527796313597, + "FN": 39293, + "FP": 8040, + "IoU": 0.17516772675786355, + "TN": 293079, + "TP": 10052, + "n_pred": 18092, + "n_ref": 49345 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 16565, + "IoU": 0.0, + "TN": 333899, + "TP": 0, + "n_pred": 16565, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.0, + "FN": 0, + "FP": 1464, + "IoU": 0.0, + "TN": 173768, + "TP": 0, + "n_pred": 1464, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.7075625680087051, + "FN": 1907, + "FP": 243, + "IoU": 0.5474636918543464, + "TN": 170481, + "TP": 2601, + "n_pred": 2844, + "n_ref": 4508 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6764374295377678, + "FN": 114, + "FP": 173, + "IoU": 0.5110732538330494, + "TN": 174645, + "TP": 300, + "n_pred": 473, + "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": 0.0, + "FN": 0, + "FP": 498, + "IoU": 0.0, + "TN": 174734, + "TP": 0, + "n_pred": 498, + "n_ref": 0 + }, + "5": { + "Dice": 0.8409570724841661, + "FN": 446, + "FP": 1362, + "IoU": 0.7255616272009715, + "TN": 168644, + "TP": 4780, + "n_pred": 6142, + "n_ref": 5226 + }, + "6": { + "Dice": 0.9244127034595772, + "FN": 4566, + "FP": 1615, + "IoU": 0.8594492575664552, + "TN": 131255, + "TP": 37796, + "n_pred": 39411, + "n_ref": 42362 + }, + "7": { + "Dice": 0.9336292450064905, + "FN": 1493, + "FP": 1677, + "IoU": 0.8755203015785754, + "TN": 149766, + "TP": 22296, + "n_pred": 23973, + "n_ref": 23789 + }, + "8": { + "Dice": 0.9520293336705019, + "FN": 952, + "FP": 945, + "IoU": 0.9084503643646542, + "TN": 154511, + "TP": 18824, + "n_pred": 19769, + "n_ref": 19776 + }, + "9": { + "Dice": 0.878740157480315, + "FN": 73, + "FP": 4, + "IoU": 0.7837078651685393, + "TN": 174876, + "TP": 279, + "n_pred": 283, + "n_ref": 352 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0.3727454909819639, + "FN": 313, + "FP": 0, + "IoU": 0.229064039408867, + "TN": 174826, + "TP": 93, + "n_pred": 93, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9371826661943559, + "FN": 412, + "FP": 652, + "IoU": 0.8817909121208755, + "TN": 166231, + "TP": 7937, + "n_pred": 8589, + "n_ref": 8349 + }, + "9": { + "Dice": 0.8904925544100801, + "FN": 598, + "FP": 358, + "IoU": 0.8026016931653933, + "TN": 170389, + "TP": 3887, + "n_pred": 4245, + "n_ref": 4485 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 350450, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 69, + "IoU": 0.0, + "TN": 350395, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 42, + "IoU": 0.0, + "TN": 350422, + "TP": 0, + "n_pred": 42, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.8982717989002357, + "FN": 1659, + "FP": 2485, + "IoU": 0.8153297682709447, + "TN": 152792, + "TP": 18296, + "n_pred": 20781, + "n_ref": 19955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7043288864688265, + "FN": 1543, + "FP": 629, + "IoU": 0.5436015969741542, + "TN": 170473, + "TP": 2587, + "n_pred": 3216, + "n_ref": 4130 + }, + "13": { + "Dice": 0.3, + "FN": 1245, + "FP": 15, + "IoU": 0.17647058823529413, + "TN": 173702, + "TP": 270, + "n_pred": 285, + "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": 0.914033393128191, + "FN": 519, + "FP": 104, + "IoU": 0.8416772554002542, + "TN": 171297, + "TP": 3312, + "n_pred": 3416, + "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": 139, + "IoU": 0.0, + "TN": 175093, + "TP": 0, + "n_pred": 139, + "n_ref": 0 + }, + "7": { + "Dice": 0.9523202525114571, + "FN": 1286, + "FP": 285, + "IoU": 0.9089803012746234, + "TN": 157972, + "TP": 15689, + "n_pred": 15974, + "n_ref": 16975 + }, + "8": { + "Dice": 0.9582166702562998, + "FN": 491, + "FP": 285, + "IoU": 0.9197849906967128, + "TN": 165558, + "TP": 8898, + "n_pred": 9183, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.0, + "FN": 0, + "FP": 1868, + "IoU": 0.0, + "TN": 173364, + "TP": 0, + "n_pred": 1868, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708235/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.45842130550847926, + "FN": 852.6164444444445, + "FP": 584.0444444444445, + "IoU": 0.39084508749568864, + "TN": 229982.46222222224, + "TP": 2223.5435555555555, + "n_pred": 2807.588, + "n_ref": 3076.1600000000003 + }, + "mean": { + "1": { + "Dice": 0.395065786824171, + "FN": 1138.44, + "FP": 412.32, + "IoU": 0.3618092020851472, + "TN": 229537.51333333334, + "TP": 2554.3933333333334, + "n_pred": 2966.7133333333336, + "n_ref": 3692.8333333333335 + }, + "10": { + "Dice": 0.48947485152560233, + "FN": 941.3866666666667, + "FP": 531.72, + "IoU": 0.385622488632921, + "TN": 230493.0666666667, + "TP": 1676.4933333333333, + "n_pred": 2208.213333333333, + "n_ref": 2617.88 + }, + "11": { + "Dice": 0.38939399937145874, + "FN": 61.34666666666667, + "FP": 45.18666666666667, + "IoU": 0.3009113579638192, + "TN": 233430.94666666663, + "TP": 105.18666666666668, + "n_pred": 150.37333333333333, + "n_ref": 166.53333333333333 + }, + "12": { + "Dice": 0.31003464747951953, + "FN": 151.63333333333333, + "FP": 46.766666666666666, + "IoU": 0.22609480364590767, + "TN": 233334.44, + "TP": 109.82666666666667, + "n_pred": 156.59333333333333, + "n_ref": 261.46 + }, + "13": { + "Dice": 0.3437079938226185, + "FN": 949.1066666666666, + "FP": 508.0866666666667, + "IoU": 0.26002263405417037, + "TN": 231127.41333333333, + "TP": 1058.06, + "n_pred": 1566.1466666666668, + "n_ref": 2007.1666666666665 + }, + "14": { + "Dice": 0.4444741567585254, + "FN": 442.87333333333333, + "FP": 353.96, + "IoU": 0.38035247549365303, + "TN": 231682.72000000003, + "TP": 1163.1133333333332, + "n_pred": 1517.0733333333333, + "n_ref": 1605.9866666666665 + }, + "15": { + "Dice": 0.20444367111195744, + "FN": 761.3133333333334, + "FP": 144.57999999999998, + "IoU": 0.16416115403863907, + "TN": 232632.46666666665, + "TP": 104.30666666666666, + "n_pred": 248.88666666666668, + "n_ref": 865.6200000000001 + }, + "2": { + "Dice": 0.3943943559698194, + "FN": 776.6866666666667, + "FP": 1037.273333333333, + "IoU": 0.361748790477123, + "TN": 229716.81333333332, + "TP": 2111.8933333333334, + "n_pred": 3149.166666666667, + "n_ref": 2888.5799999999995 + }, + "3": { + "Dice": 0.36563084259735196, + "FN": 1928.6133333333332, + "FP": 918.0799999999999, + "IoU": 0.31508845233976573, + "TN": 229488.53999999998, + "TP": 1307.4333333333332, + "n_pred": 2225.5133333333333, + "n_ref": 3236.046666666666 + }, + "4": { + "Dice": 0.3427222377569906, + "FN": 405.21999999999997, + "FP": 198.24, + "IoU": 0.2828951469786143, + "TN": 232496.05333333332, + "TP": 543.1533333333333, + "n_pred": 741.3933333333334, + "n_ref": 948.3733333333333 + }, + "5": { + "Dice": 0.603302034301211, + "FN": 132.47333333333333, + "FP": 45.45333333333333, + "IoU": 0.5118542661557829, + "TN": 233178.58, + "TP": 286.15999999999997, + "n_pred": 331.61333333333334, + "n_ref": 418.6333333333334 + }, + "6": { + "Dice": 0.6050213095628815, + "FN": 2104.246666666667, + "FP": 3049.5, + "IoU": 0.5381489791461326, + "TN": 214480.0466666667, + "TP": 14008.873333333333, + "n_pred": 17058.373333333333, + "n_ref": 16113.119999999999 + }, + "7": { + "Dice": 0.4779048090297075, + "FN": 2054.653333333333, + "FP": 758.2866666666666, + "IoU": 0.40680053383293996, + "TN": 227192.9666666667, + "TP": 3636.7599999999998, + "n_pred": 4395.046666666667, + "n_ref": 5691.413333333334 + }, + "8": { + "Dice": 0.8085622752789355, + "FN": 542.9933333333332, + "FP": 210.11333333333332, + "IoU": 0.7546714855054343, + "TN": 230381.12666666665, + "TP": 2508.4333333333334, + "n_pred": 2718.5466666666666, + "n_ref": 3051.4266666666663 + }, + "9": { + "Dice": 0.7021866112364391, + "FN": 398.26, + "FP": 501.1, + "IoU": 0.6124945420852796, + "TN": 230564.24, + "TP": 2179.0666666666666, + "n_pred": 2680.1666666666665, + "n_ref": 2577.326666666667 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/loop_001/summary.json b/nnActive_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5df0f13470c2cae56fed8ded5ccb3c9458c0af56 --- /dev/null +++ b/nnActive_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7645254613128303, + "FN": 25319.011999999995, + "FP": 15983.249333333335, + "IoU": 0.660588121131965, + "TN": 96254387.05999999, + "TP": 161271.51866666664, + "n_pred": 177254.768, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9007801794079205, + "FN": 17534.02, + "FP": 14108.72, + "IoU": 0.8430154192458832, + "TN": 96248563.98, + "TP": 176754.12, + "n_pred": 190862.84, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7404869588846529, + "FN": 20802.68, + "FP": 10427.68, + "IoU": 0.6150124917939245, + "TN": 96372310.6, + "TP": 53419.88, + "n_pred": 63847.56, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6879466268520009, + "FN": 1339.94, + "FP": 554.64, + "IoU": 0.5442042531093423, + "TN": 96452705.82, + "TP": 2360.44, + "n_pred": 2915.08, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.6416636933189858, + "FN": 1858.5, + "FP": 560.84, + "IoU": 0.5010324988183853, + "TN": 96452163.34, + "TP": 2378.16, + "n_pred": 2939.0, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.5880918092860105, + "FN": 28193.24, + "FP": 9284.54, + "IoU": 0.44663084684901, + "TN": 96389818.16, + "TP": 29664.9, + "n_pred": 38949.44, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7548649224194108, + "FN": 36605.18, + "FP": 30336.58, + "IoU": 0.6565211752737117, + "TN": 96288266.12, + "TP": 101752.96, + "n_pred": 132089.54, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.643695202758934, + "FN": 19134.98, + "FP": 17179.04, + "IoU": 0.5190673495340445, + "TN": 96385734.76, + "TP": 34912.06, + "n_pred": 52091.1, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.8233337937002826, + "FN": 28879.62, + "FP": 23442.3, + "IoU": 0.7223153288800523, + "TN": 96276676.84, + "TP": 127962.08, + "n_pred": 151404.38, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8204896057910588, + "FN": 28888.7, + "FP": 27052.6, + "IoU": 0.715002096996334, + "TN": 96266505.66, + "TP": 134513.88, + "n_pred": 161566.48, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.671005109637451, + "FN": 8938.62, + "FP": 1984.92, + "IoU": 0.5822492496401244, + "TN": 96428398.42, + "TP": 17638.88, + "n_pred": 19623.8, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.6700286494791364, + "FN": 8788.0, + "FP": 2055.5, + "IoU": 0.537929268692894, + "TN": 96437753.18, + "TP": 8364.16, + "n_pred": 10419.66, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9523292831106197, + "FN": 76147.6, + "FP": 53816.02, + "IoU": 0.9130237961617615, + "TN": 95043921.2, + "TP": 1283076.02, + "n_pred": 1336892.04, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.7902061916988616, + "FN": 75259.78, + "FP": 34469.62, + "IoU": 0.6919337535644151, + "TN": 96083566.56, + "TP": 263664.88, + "n_pred": 298134.5, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9258687714033953, + "FN": 14791.96, + "FP": 6973.04, + "IoU": 0.8638833491057393, + "TN": 96317618.62, + "TP": 117577.22, + "n_pred": 124550.26, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8570911219437314, + "FN": 12622.36, + "FP": 7502.7, + "IoU": 0.7570009393138517, + "TN": 96371802.64, + "TP": 65033.14, + "n_pred": 72535.84, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9402445196175052, + "FN": 4441, + "FP": 6776, + "IoU": 0.8872277964329519, + "TN": 119493854, + "TP": 88249, + "n_pred": 95025, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7479477044694436, + "FN": 17525, + "FP": 21438, + "IoU": 0.597377367654201, + "TN": 119496547, + "TP": 57810, + "n_pred": 79248, + "n_ref": 75335 + }, + "11": { + "Dice": 0.761260568793236, + "FN": 1070, + "FP": 483, + "IoU": 0.6145445519980144, + "TN": 119589291, + "TP": 2476, + "n_pred": 2959, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7566682264857276, + "FN": 1231, + "FP": 849, + "IoU": 0.6085811065111028, + "TN": 119588006, + "TP": 3234, + "n_pred": 4083, + "n_ref": 4465 + }, + "13": { + "Dice": 0.4336294640230629, + "FN": 34331, + "FP": 13802, + "IoU": 0.27683709190342404, + "TN": 119526761, + "TP": 18426, + "n_pred": 32228, + "n_ref": 52757 + }, + "14": { + "Dice": 0.5325220655074334, + "FN": 156682, + "FP": 2742, + "IoU": 0.36288250268755967, + "TN": 119343093, + "TP": 90803, + "n_pred": 93545, + "n_ref": 247485 + }, + "15": { + "Dice": 0.010556673453668265, + "FN": 31979, + "FP": 133730, + "IoU": 0.005306345404668864, + "TN": 119426727, + "TP": 884, + "n_pred": 134614, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9402224168553872, + "FN": 6074, + "FP": 11057, + "IoU": 0.8871884363372955, + "TN": 119441465, + "TP": 134724, + "n_pred": 145781, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9486747539210706, + "FN": 10726, + "FP": 6549, + "IoU": 0.9023608606939585, + "TN": 119416393, + "TP": 159652, + "n_pred": 166201, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7390788566665063, + "FN": 31601, + "FP": 951, + "IoU": 0.5861420125866125, + "TN": 119514665, + "TP": 46103, + "n_pred": 47054, + "n_ref": 77704 + }, + "5": { + "Dice": 0.003448104782694979, + "FN": 64125, + "FP": 16221, + "IoU": 0.0017270298813443499, + "TN": 119512835, + "TP": 139, + "n_pred": 16360, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9692502367885428, + "FN": 27619, + "FP": 45623, + "IoU": 0.9403351534796347, + "TN": 118365763, + "TP": 1154315, + "n_pred": 1199938, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 62286, + "IoU": 0.0, + "TN": 119531034, + "TP": 0, + "n_pred": 62286, + "n_ref": 0 + }, + "8": { + "Dice": 0.8613789909301092, + "FN": 56816, + "FP": 17111, + "IoU": 0.7565107125800767, + "TN": 119289705, + "TP": 229688, + "n_pred": 246799, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8134911346480191, + "FN": 20927, + "FP": 4571, + "IoU": 0.685617409530855, + "TN": 119512215, + "TP": 55607, + "n_pred": 60178, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9431753253053612, + "FN": 13587, + "FP": 7497, + "IoU": 0.8924614913801897, + "TN": 72629600, + "TP": 174976, + "n_pred": 182473, + "n_ref": 188563 + }, + "10": { + "Dice": 0.7959982279976373, + "FN": 14546, + "FP": 13084, + "IoU": 0.6611271233212731, + "TN": 72744125, + "TP": 53905, + "n_pred": 66989, + "n_ref": 68451 + }, + "11": { + "Dice": 0.727872911079018, + "FN": 483, + "FP": 836, + "IoU": 0.5721699643204671, + "TN": 72822577, + "TP": 1764, + "n_pred": 2600, + "n_ref": 2247 + }, + "12": { + "Dice": 0.7038162782843634, + "FN": 790, + "FP": 964, + "IoU": 0.5429911412193851, + "TN": 72821822, + "TP": 2084, + "n_pred": 3048, + "n_ref": 2874 + }, + "13": { + "Dice": 0.6647116983506359, + "FN": 20602, + "FP": 9240, + "IoU": 0.4978038806522727, + "TN": 72766237, + "TP": 29581, + "n_pred": 38821, + "n_ref": 50183 + }, + "14": { + "Dice": 0.9060148954670901, + "FN": 4993, + "FP": 9923, + "IoU": 0.8281784566471991, + "TN": 72738849, + "TP": 71895, + "n_pred": 81818, + "n_ref": 76888 + }, + "15": { + "Dice": 0.5504875374173854, + "FN": 14620, + "FP": 30881, + "IoU": 0.3797742700580682, + "TN": 72752298, + "TP": 27861, + "n_pred": 58742, + "n_ref": 42481 + }, + "2": { + "Dice": 0.872044472746674, + "FN": 9172, + "FP": 28001, + "IoU": 0.7731195527452943, + "TN": 72661816, + "TP": 126671, + "n_pred": 154672, + "n_ref": 135843 + }, + "3": { + "Dice": 0.8491219749963772, + "FN": 30463, + "FP": 3896, + "IoU": 0.7378036217119571, + "TN": 72694617, + "TP": 96684, + "n_pred": 100580, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8469689737470167, + "FN": 4830, + "FP": 3185, + "IoU": 0.7345587017718165, + "TN": 72795465, + "TP": 22180, + "n_pred": 25365, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7989345806535438, + "FN": 2490, + "FP": 605, + "IoU": 0.6651882302033751, + "TN": 72816416, + "TP": 6149, + "n_pred": 6754, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9593961536598122, + "FN": 49355, + "FP": 48700, + "IoU": 0.9219609912398616, + "TN": 71569173, + "TP": 1158432, + "n_pred": 1207132, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.8921799182425385, + "FN": 32307, + "FP": 17622, + "IoU": 0.8053473058794633, + "TN": 72569157, + "TP": 206574, + "n_pred": 224196, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9265611788863389, + "FN": 4497, + "FP": 4015, + "IoU": 0.863170923821312, + "TN": 72763451, + "TP": 53697, + "n_pred": 57712, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8473324966274489, + "FN": 14860, + "FP": 7887, + "IoU": 0.7351057387739892, + "TN": 72739788, + "TP": 63125, + "n_pred": 71012, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9648086828192719, + "FN": 11939, + "FP": 6160, + "IoU": 0.9320100225017938, + "TN": 71543287, + "TP": 248102, + "n_pred": 254262, + "n_ref": 260041 + }, + "10": { + "Dice": 0.843608522733785, + "FN": 20114, + "FP": 7176, + "IoU": 0.7295181081134656, + "TN": 71708594, + "TP": 73604, + "n_pred": 80780, + "n_ref": 93718 + }, + "11": { + "Dice": 0.643603133159269, + "FN": 1397, + "FP": 787, + "IoU": 0.47449470644850816, + "TN": 71805332, + "TP": 1972, + "n_pred": 2759, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6177031667302556, + "FN": 3271, + "FP": 737, + "IoU": 0.44686723709632903, + "TN": 71802242, + "TP": 3238, + "n_pred": 3975, + "n_ref": 6509 + }, + "13": { + "Dice": 0.6756583172768144, + "FN": 26555, + "FP": 9300, + "IoU": 0.510184287099903, + "TN": 71736287, + "TP": 37346, + "n_pred": 46646, + "n_ref": 63901 + }, + "14": { + "Dice": 0.807882334579995, + "FN": 167587, + "FP": 1056, + "IoU": 0.6776867401720477, + "TN": 71286261, + "TP": 354584, + "n_pred": 355640, + "n_ref": 522171 + }, + "15": { + "Dice": 0.7256362420359745, + "FN": 77590, + "FP": 354, + "IoU": 0.5694106078434622, + "TN": 71628471, + "TP": 103073, + "n_pred": 103427, + "n_ref": 180663 + }, + "2": { + "Dice": 0.886483694657287, + "FN": 11281, + "FP": 23445, + "IoU": 0.7961120015970032, + "TN": 71639169, + "TP": 135593, + "n_pred": 159038, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9056723003184974, + "FN": 24475, + "FP": 8962, + "IoU": 0.8276061188820203, + "TN": 71615531, + "TP": 160520, + "n_pred": 169482, + "n_ref": 184995 + }, + "4": { + "Dice": 0.8200809924792698, + "FN": 1217, + "FP": 4381, + "IoU": 0.6950315972978862, + "TN": 71791132, + "TP": 12758, + "n_pred": 17139, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8687896899514381, + "FN": 1040, + "FP": 1770, + "IoU": 0.7680178320812351, + "TN": 71797375, + "TP": 9303, + "n_pred": 11073, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9700105048942258, + "FN": 34400, + "FP": 40653, + "IoU": 0.9417673767581592, + "TN": 70520640, + "TP": 1213795, + "n_pred": 1254448, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9260838966965942, + "FN": 18015, + "FP": 16645, + "IoU": 0.8623428718946721, + "TN": 71557703, + "TP": 217125, + "n_pred": 233770, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9365777990768532, + "FN": 6970, + "FP": 3088, + "IoU": 0.8807205625985792, + "TN": 71725165, + "TP": 74265, + "n_pred": 77353, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8699071353003409, + "FN": 14153, + "FP": 7981, + "IoU": 0.7697660630142401, + "TN": 71713351, + "TP": 74003, + "n_pred": 81984, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9337111588821575, + "FN": 23082, + "FP": 4054, + "IoU": 0.875664381804186, + "TN": 135227262, + "TP": 191112, + "n_pred": 195166, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8320728213998736, + "FN": 17309, + "FP": 10068, + "IoU": 0.7124355324937239, + "TN": 135350307, + "TP": 67826, + "n_pred": 77894, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6828193832599119, + "FN": 1222, + "FP": 938, + "IoU": 0.5183946488294314, + "TN": 135441025, + "TP": 2325, + "n_pred": 3263, + "n_ref": 3547 + }, + "12": { + "Dice": 0.6564992961051149, + "FN": 2710, + "FP": 218, + "IoU": 0.48864827104435904, + "TN": 135439784, + "TP": 2798, + "n_pred": 3016, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7673057754324245, + "FN": 7857, + "FP": 11986, + "IoU": 0.6224623756159744, + "TN": 135392951, + "TP": 32716, + "n_pred": 44702, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9025519083311795, + "FN": 12066, + "FP": 16211, + "IoU": 0.8224096567143557, + "TN": 135286284, + "TP": 130949, + "n_pred": 147160, + "n_ref": 143015 + }, + "15": { + "Dice": 0.6897879403993674, + "FN": 16185, + "FP": 15398, + "IoU": 0.5264704559425462, + "TN": 135378813, + "TP": 35114, + "n_pred": 50512, + "n_ref": 51299 + }, + "2": { + "Dice": 0.7285181712142351, + "FN": 18421, + "FP": 124019, + "IoU": 0.5729678196895293, + "TN": 135111952, + "TP": 191118, + "n_pred": 315137, + "n_ref": 209539 + }, + "3": { + "Dice": 0.48550454637564633, + "FN": 152593, + "FP": 4821, + "IoU": 0.3205718083958461, + "TN": 135213824, + "TP": 74272, + "n_pred": 79093, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8830456743105637, + "FN": 4148, + "FP": 4512, + "IoU": 0.7905835126834813, + "TN": 135404157, + "TP": 32693, + "n_pred": 37205, + "n_ref": 36841 + }, + "5": { + "Dice": 0.47769109961123557, + "FN": 18767, + "FP": 1520, + "IoU": 0.3137938032742525, + "TN": 135415946, + "TP": 9277, + "n_pred": 10797, + "n_ref": 28044 + }, + "6": { + "Dice": 0.963699898692825, + "FN": 42849, + "FP": 79158, + "IoU": 0.929942878011135, + "TN": 133703974, + "TP": 1619529, + "n_pred": 1698687, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.8793863003640591, + "FN": 26503, + "FP": 20807, + "IoU": 0.7847363463874746, + "TN": 135225733, + "TP": 172467, + "n_pred": 193274, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8564923891462608, + "FN": 63151, + "FP": 12743, + "IoU": 0.749004537457172, + "TN": 135143138, + "TP": 226478, + "n_pred": 239221, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8618776632302405, + "FN": 19657, + "FP": 5464, + "IoU": 0.757280333919496, + "TN": 135342012, + "TP": 78377, + "n_pred": 83841, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.893728130956203, + "FN": 36297, + "FP": 16003, + "IoU": 0.8078738653353759, + "TN": 105481788, + "TP": 219917, + "n_pred": 235920, + "n_ref": 256214 + }, + "10": { + "Dice": 0.31183715804485934, + "FN": 42446, + "FP": 37171, + "IoU": 0.1847198328827722, + "TN": 105656349, + "TP": 18039, + "n_pred": 55210, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7068867387592487, + "FN": 606, + "FP": 939, + "IoU": 0.5466549295774648, + "TN": 105750597, + "TP": 1863, + "n_pred": 2802, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6184920336218793, + "FN": 1939, + "FP": 1102, + "IoU": 0.4476934253541591, + "TN": 105748499, + "TP": 2465, + "n_pred": 3567, + "n_ref": 4404 + }, + "13": { + "Dice": 0.33397672329772393, + "FN": 63426, + "FP": 6276, + "IoU": 0.20046341967010026, + "TN": 105666827, + "TP": 17476, + "n_pred": 23752, + "n_ref": 80902 + }, + "14": { + "Dice": 0.940918454464992, + "FN": 16709, + "FP": 5920, + "IoU": 0.8884287130030913, + "TN": 105551184, + "TP": 180192, + "n_pred": 186112, + "n_ref": 196901 + }, + "15": { + "Dice": 0.7919719873601503, + "FN": 4749, + "FP": 7430, + "IoU": 0.6555907471296872, + "TN": 105718643, + "TP": 23183, + "n_pred": 30613, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9351469693361907, + "FN": 11507, + "FP": 8103, + "IoU": 0.8781934618275329, + "TN": 105593012, + "TP": 141383, + "n_pred": 149486, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8145043840095111, + "FN": 7036, + "FP": 67856, + "IoU": 0.6870581156295442, + "TN": 105514689, + "TP": 164424, + "n_pred": 232280, + "n_ref": 171460 + }, + "4": { + "Dice": 0.2707172168800147, + "FN": 34224, + "FP": 1497, + "IoU": 0.15654884182191683, + "TN": 105711654, + "TP": 6630, + "n_pred": 8127, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7797799008344419, + "FN": 2693, + "FP": 2770, + "IoU": 0.6390485629335976, + "TN": 105738870, + "TP": 9672, + "n_pred": 12442, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9607822049099973, + "FN": 62594, + "FP": 57740, + "IoU": 0.9245243965696215, + "TN": 104159662, + "TP": 1474009, + "n_pred": 1531749, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8998129247127606, + "FN": 34140, + "FP": 18022, + "IoU": 0.8178726554098407, + "TN": 105467601, + "TP": 234242, + "n_pred": 252264, + "n_ref": 268382 + }, + "8": { + "Dice": 0.912000516915522, + "FN": 3981, + "FP": 12362, + "IoU": 0.8382361674750074, + "TN": 105652975, + "TP": 84687, + "n_pred": 97049, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8215035584762632, + "FN": 14553, + "FP": 11631, + "IoU": 0.6970776741710821, + "TN": 105667567, + "TP": 60254, + "n_pred": 71885, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9670807872658909, + "FN": 9685, + "FP": 6897, + "IoU": 0.9362598500864886, + "TN": 96877730, + "TP": 243568, + "n_pred": 250465, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8146819007160232, + "FN": 17455, + "FP": 25819, + "IoU": 0.687310774388878, + "TN": 96999487, + "TP": 95119, + "n_pred": 120938, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7219369038884813, + "FN": 1101, + "FP": 794, + "IoU": 0.5648679678530425, + "TN": 97133525, + "TP": 2460, + "n_pred": 3254, + "n_ref": 3561 + }, + "12": { + "Dice": 0.819827776551115, + "FN": 805, + "FP": 827, + "IoU": 0.6946679139382601, + "TN": 97132535, + "TP": 3713, + "n_pred": 4540, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7491682907143842, + "FN": 11840, + "FP": 13644, + "IoU": 0.5989361199855212, + "TN": 97074339, + "TP": 38057, + "n_pred": 51701, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9530010266117613, + "FN": 14753, + "FP": 9877, + "IoU": 0.9102215482864454, + "TN": 96863538, + "TP": 249712, + "n_pred": 259589, + "n_ref": 264465 + }, + "15": { + "Dice": 0.6157463715235547, + "FN": 7184, + "FP": 11772, + "IoU": 0.4448219306466729, + "TN": 97103736, + "TP": 15188, + "n_pred": 26960, + "n_ref": 22372 + }, + "2": { + "Dice": 0.89061615435225, + "FN": 21587, + "FP": 7009, + "IoU": 0.8028025266874466, + "TN": 96992868, + "TP": 116416, + "n_pred": 123425, + "n_ref": 138003 + }, + "3": { + "Dice": 0.906259883258566, + "FN": 10889, + "FP": 19640, + "IoU": 0.8285879519154646, + "TN": 96959777, + "TP": 147574, + "n_pred": 167214, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9149227749175896, + "FN": 2794, + "FP": 1800, + "IoU": 0.843186783178591, + "TN": 97108584, + "TP": 24702, + "n_pred": 26502, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8145554501128963, + "FN": 2187, + "FP": 3480, + "IoU": 0.6871307900403025, + "TN": 97119767, + "TP": 12446, + "n_pred": 15926, + "n_ref": 14633 + }, + "6": { + "Dice": 0.975354466658723, + "FN": 39203, + "FP": 34638, + "IoU": 0.9518945185640735, + "TN": 95602899, + "TP": 1461140, + "n_pred": 1495778, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9445289430195791, + "FN": 10196, + "FP": 18470, + "IoU": 0.8948885303608096, + "TN": 96865160, + "TP": 244054, + "n_pred": 262524, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9308115148742838, + "FN": 7999, + "FP": 9849, + "IoU": 0.8705775715166237, + "TN": 96999975, + "TP": 120057, + "n_pred": 129906, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8181538749381908, + "FN": 7360, + "FP": 19854, + "IoU": 0.6922676798516407, + "TN": 97049446, + "TP": 61220, + "n_pred": 81074, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9658140446560659, + "FN": 4747, + "FP": 7200, + "IoU": 0.9338881848718105, + "TN": 130586083, + "TP": 168762, + "n_pred": 175962, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8276888094851389, + "FN": 13547, + "FP": 12976, + "IoU": 0.7060316545486789, + "TN": 130676568, + "TP": 63701, + "n_pred": 76677, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7720327588314387, + "FN": 891, + "FP": 974, + "IoU": 0.6287079434600836, + "TN": 130761769, + "TP": 3158, + "n_pred": 4132, + "n_ref": 4049 + }, + "12": { + "Dice": 0.7298663777537017, + "FN": 1307, + "FP": 189, + "IoU": 0.5746374751208416, + "TN": 130763275, + "TP": 2021, + "n_pred": 2210, + "n_ref": 3328 + }, + "13": { + "Dice": 0.713677623560657, + "FN": 22134, + "FP": 9346, + "IoU": 0.5548201886498947, + "TN": 130696079, + "TP": 39233, + "n_pred": 48579, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9561198773417423, + "FN": 5398, + "FP": 8740, + "IoU": 0.9159288088626187, + "TN": 130598625, + "TP": 154029, + "n_pred": 162769, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8180366338569846, + "FN": 3691, + "FP": 7475, + "IoU": 0.6920998207638218, + "TN": 130730527, + "TP": 25099, + "n_pred": 32574, + "n_ref": 28790 + }, + "2": { + "Dice": 0.7544335901713647, + "FN": 9866, + "FP": 91992, + "IoU": 0.6056951955497575, + "TN": 130508469, + "TP": 156465, + "n_pred": 248457, + "n_ref": 166331 + }, + "3": { + "Dice": 0.5962960184698989, + "FN": 94508, + "FP": 2364, + "IoU": 0.4248018288157231, + "TN": 130598377, + "TP": 71543, + "n_pred": 73907, + "n_ref": 166051 + }, + "4": { + "Dice": 0.8184298799033666, + "FN": 6391, + "FP": 4056, + "IoU": 0.692662979524594, + "TN": 130732800, + "TP": 23545, + "n_pred": 27601, + "n_ref": 29936 + }, + "5": { + "Dice": 0.5326012354152367, + "FN": 18893, + "FP": 2899, + "IoU": 0.362956033676333, + "TN": 130732584, + "TP": 12416, + "n_pred": 15315, + "n_ref": 31309 + }, + "6": { + "Dice": 0.965285209434234, + "FN": 30106, + "FP": 63902, + "IoU": 0.9328997886523213, + "TN": 129365783, + "TP": 1307001, + "n_pred": 1370903, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9318625222194677, + "FN": 26425, + "FP": 34868, + "IoU": 0.872418149914346, + "TN": 130286371, + "TP": 419128, + "n_pred": 453996, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8687936567868605, + "FN": 32332, + "FP": 27438, + "IoU": 0.7680240320427236, + "TN": 130509136, + "TP": 197886, + "n_pred": 225324, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8892405063291139, + "FN": 13795, + "FP": 8185, + "IoU": 0.8005698005698005, + "TN": 130656578, + "TP": 88234, + "n_pred": 96419, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8098410873333219, + "FN": 12083, + "FP": 76563, + "IoU": 0.6804478618059385, + "TN": 71958601, + "TP": 188761, + "n_pred": 265324, + "n_ref": 200844 + }, + "10": { + "Dice": 0.4330853763254122, + "FN": 40219, + "FP": 18540, + "IoU": 0.27639372929571565, + "TN": 72154805, + "TP": 22444, + "n_pred": 40984, + "n_ref": 62663 + }, + "11": { + "Dice": 0.5805805805805806, + "FN": 1527, + "FP": 149, + "IoU": 0.4090267983074753, + "TN": 72233172, + "TP": 1160, + "n_pred": 1309, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6670323642347779, + "FN": 1639, + "FP": 789, + "IoU": 0.5004115226337449, + "TN": 72231148, + "TP": 2432, + "n_pred": 3221, + "n_ref": 4071 + }, + "13": { + "Dice": 0.3760816121101841, + "FN": 51010, + "FP": 13452, + "IoU": 0.23158898557635, + "TN": 72152118, + "TP": 19428, + "n_pred": 32880, + "n_ref": 70438 + }, + "14": { + "Dice": 0.36615098594337053, + "FN": 22048, + "FP": 157285, + "IoU": 0.22410331847877818, + "TN": 72004878, + "TP": 51797, + "n_pred": 209082, + "n_ref": 73845 + }, + "15": { + "Dice": 0.7682709165863751, + "FN": 3996, + "FP": 10675, + "IoU": 0.623733682131774, + "TN": 72197017, + "TP": 24320, + "n_pred": 34995, + "n_ref": 28316 + }, + "2": { + "Dice": 0.35675519387035953, + "FN": 97682, + "FP": 9105, + "IoU": 0.2171041055718475, + "TN": 72099608, + "TP": 29613, + "n_pred": 38718, + "n_ref": 127295 + }, + "3": { + "Dice": 0.6945449995469627, + "FN": 7272, + "FP": 134318, + "IoU": 0.5320328922145398, + "TN": 71933444, + "TP": 160974, + "n_pred": 295292, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1488, + "IoU": 0.0, + "TN": 72234520, + "TP": 0, + "n_pred": 1488, + "n_ref": 0 + }, + "5": { + "Dice": 0.847836449340607, + "FN": 223, + "FP": 2650, + "IoU": 0.7358646685667004, + "TN": 72225131, + "TP": 8004, + "n_pred": 10654, + "n_ref": 8227 + }, + "6": { + "Dice": 0.871166624649647, + "FN": 279872, + "FP": 84497, + "IoU": 0.7717406693253248, + "TN": 70639714, + "TP": 1231925, + "n_pred": 1316422, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.5436197997636963, + "FN": 164422, + "FP": 129140, + "IoU": 0.37326777696887925, + "TN": 71767607, + "TP": 174839, + "n_pred": 303979, + "n_ref": 339261 + }, + "8": { + "Dice": 0.928322251706968, + "FN": 5309, + "FP": 4307, + "IoU": 0.8662326461341568, + "TN": 72164122, + "TP": 62270, + "n_pred": 66577, + "n_ref": 67579 + }, + "9": { + "Dice": 0.6227401387874361, + "FN": 22339, + "FP": 10715, + "IoU": 0.4521587801441949, + "TN": 72175673, + "TP": 27281, + "n_pred": 37996, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6277886863020102, + "FN": 21850, + "FP": 57766, + "IoU": 0.45750146499679745, + "TN": 52406362, + "TP": 67142, + "n_pred": 124908, + "n_ref": 88992 + }, + "10": { + "Dice": 0.022497420020639834, + "FN": 46639, + "FP": 721, + "IoU": 0.011376683018474063, + "TN": 52505215, + "TP": 545, + "n_pred": 1266, + "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": 850, + "IoU": 0.0, + "TN": 52548204, + "TP": 0, + "n_pred": 850, + "n_ref": 4066 + }, + "13": { + "Dice": 0.25501726165636024, + "FN": 18254, + "FP": 1383, + "IoU": 0.14614314288198973, + "TN": 52530122, + "TP": 3361, + "n_pred": 4744, + "n_ref": 21615 + }, + "14": { + "Dice": 0.39030693842039943, + "FN": 40584, + "FP": 7069, + "IoU": 0.2424728960671478, + "TN": 52490214, + "TP": 15253, + "n_pred": 22322, + "n_ref": 55837 + }, + "15": { + "Dice": 0.09009985834455501, + "FN": 22693, + "FP": 29336, + "IoU": 0.04717516710923908, + "TN": 52498515, + "TP": 2576, + "n_pred": 31912, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5010485082470685, + "FN": 86214, + "FP": 11101, + "IoU": 0.33426599259801476, + "TN": 52406943, + "TP": 48862, + "n_pred": 59963, + "n_ref": 135076 + }, + "3": { + "Dice": 0.678933847808123, + "FN": 44910, + "FP": 47951, + "IoU": 0.5139287284604593, + "TN": 52362076, + "TP": 98183, + "n_pred": 146134, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 29, + "IoU": 0.0, + "TN": 52551211, + "TP": 0, + "n_pred": 29, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7415895401792273, + "FN": 1234, + "FP": 2284, + "IoU": 0.5893065608218538, + "TN": 52544554, + "TP": 5048, + "n_pred": 7332, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8663646998830129, + "FN": 151861, + "FP": 39704, + "IoU": 0.764235817104149, + "TN": 51740592, + "TP": 620963, + "n_pred": 660667, + "n_ref": 772824 + }, + "7": { + "Dice": 0.26990166360460277, + "FN": 160965, + "FP": 12694, + "IoU": 0.15600365477891504, + "TN": 52347362, + "TP": 32099, + "n_pred": 44793, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8909936126210216, + "FN": 10849, + "FP": 1063, + "IoU": 0.8034161234425282, + "TN": 52492525, + "TP": 48683, + "n_pred": 49746, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8210252378003382, + "FN": 19094, + "FP": 6627, + "IoU": 0.6963891544790302, + "TN": 52468403, + "TP": 58996, + "n_pred": 65623, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9554566461755861, + "FN": 12799, + "FP": 13301, + "IoU": 0.914712292866876, + "TN": 143831227, + "TP": 279923, + "n_pred": 293224, + "n_ref": 292722 + }, + "10": { + "Dice": 0.8208435546411332, + "FN": 25668, + "FP": 6028, + "IoU": 0.6961277766592846, + "TN": 144032943, + "TP": 72611, + "n_pred": 78639, + "n_ref": 98279 + }, + "11": { + "Dice": 0.5943524829600779, + "FN": 3567, + "FP": 599, + "IoU": 0.4228318093654752, + "TN": 144130032, + "TP": 3052, + "n_pred": 3651, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6138534231426561, + "FN": 2593, + "FP": 1248, + "IoU": 0.4428488540760081, + "TN": 144130356, + "TP": 3053, + "n_pred": 4301, + "n_ref": 5646 + }, + "13": { + "Dice": 0.6093525266809288, + "FN": 53885, + "FP": 10757, + "IoU": 0.4381790053712041, + "TN": 144022192, + "TP": 50416, + "n_pred": 61173, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9451338621054676, + "FN": 37774, + "FP": 5453, + "IoU": 0.8959751651445692, + "TN": 143721705, + "TP": 372318, + "n_pred": 377771, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8283821676758646, + "FN": 2282, + "FP": 6164, + "IoU": 0.7070412764481443, + "TN": 144108420, + "TP": 20384, + "n_pred": 26548, + "n_ref": 22666 + }, + "2": { + "Dice": 0.8494732649155249, + "FN": 6883, + "FP": 39598, + "IoU": 0.7383342246741914, + "TN": 143959615, + "TP": 131154, + "n_pred": 170752, + "n_ref": 138037 + }, + "3": { + "Dice": 0.8473223656633729, + "FN": 43814, + "FP": 3173, + "IoU": 0.735090488808705, + "TN": 143959880, + "TP": 130383, + "n_pred": 133556, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9202179237266956, + "FN": 5143, + "FP": 2838, + "IoU": 0.8522255962079692, + "TN": 144083242, + "TP": 46027, + "n_pred": 48865, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7002367967853043, + "FN": 12615, + "FP": 4095, + "IoU": 0.5387418223976592, + "TN": 144101023, + "TP": 19517, + "n_pred": 23612, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9717422639401117, + "FN": 41955, + "FP": 34619, + "IoU": 0.9450376397494129, + "TN": 142744042, + "TP": 1316634, + "n_pred": 1351253, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.8786929150364826, + "FN": 43674, + "FP": 13035, + "IoU": 0.7836327147304805, + "TN": 143875154, + "TP": 205387, + "n_pred": 218422, + "n_ref": 249061 + }, + "8": { + "Dice": 0.9068991918332624, + "FN": 15905, + "FP": 27871, + "IoU": 0.8296574159104705, + "TN": 143880262, + "TP": 213212, + "n_pred": 241083, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8805697952102505, + "FN": 10204, + "FP": 12651, + "IoU": 0.7866232226381977, + "TN": 144030139, + "TP": 84256, + "n_pred": 96907, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9637268965452049, + "FN": 10111, + "FP": 5238, + "IoU": 0.9299931584948689, + "TN": 111559670, + "TP": 203901, + "n_pred": 209139, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6573285727364278, + "FN": 20872, + "FP": 5329, + "IoU": 0.4895677076230738, + "TN": 111727589, + "TP": 25130, + "n_pred": 30459, + "n_ref": 46002 + }, + "11": { + "Dice": 0.7292583042620961, + "FN": 1391, + "FP": 394, + "IoU": 0.5738839818572452, + "TN": 111774731, + "TP": 2404, + "n_pred": 2798, + "n_ref": 3795 + }, + "12": { + "Dice": 0.5819660229417744, + "FN": 2656, + "FP": 223, + "IoU": 0.4104034405078845, + "TN": 111774037, + "TP": 2004, + "n_pred": 2227, + "n_ref": 4660 + }, + "13": { + "Dice": 0.7190341388425414, + "FN": 14589, + "FP": 15385, + "IoU": 0.5613218592670648, + "TN": 111710592, + "TP": 38354, + "n_pred": 53739, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6082312919874514, + "FN": 13842, + "FP": 86812, + "IoU": 0.4370203816810972, + "TN": 111600132, + "TP": 78134, + "n_pred": 164946, + "n_ref": 91976 + }, + "15": { + "Dice": 0.23271418550035075, + "FN": 6917, + "FP": 18240, + "IoU": 0.13167886234985504, + "TN": 111749948, + "TP": 3815, + "n_pred": 22055, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9539895976481639, + "FN": 14362, + "FP": 4153, + "IoU": 0.9120268742100712, + "TN": 111568458, + "TP": 191947, + "n_pred": 196100, + "n_ref": 206309 + }, + "3": { + "Dice": 0.9298353797038552, + "FN": 3877, + "FP": 5112, + "IoU": 0.8688713512567285, + "TN": 111710369, + "TP": 59562, + "n_pred": 64674, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8735197368421053, + "FN": 2746, + "FP": 1868, + "IoU": 0.7754416703168345, + "TN": 111758373, + "TP": 15933, + "n_pred": 17801, + "n_ref": 18679 + }, + "5": { + "Dice": 0.4560187653267939, + "FN": 17862, + "FP": 2546, + "IoU": 0.29535253090256197, + "TN": 111749958, + "TP": 8554, + "n_pred": 11100, + "n_ref": 26416 + }, + "6": { + "Dice": 0.971838744920547, + "FN": 25452, + "FP": 44633, + "IoU": 0.9452201589189883, + "TN": 110499526, + "TP": 1209309, + "n_pred": 1253942, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.8364100354621682, + "FN": 61733, + "FP": 7371, + "IoU": 0.7188185365575779, + "TN": 111533157, + "TP": 176659, + "n_pred": 184030, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8544770426612404, + "FN": 61620, + "FP": 11825, + "IoU": 0.7459274711057146, + "TN": 111489849, + "TP": 215626, + "n_pred": 227451, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8227081227400086, + "FN": 19705, + "FP": 6428, + "IoU": 0.6988140652552237, + "TN": 111692153, + "TP": 60634, + "n_pred": 67062, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8700016424302914, + "FN": 27681, + "FP": 13477, + "IoU": 0.7699140769561887, + "TN": 198908994, + "TP": 137723, + "n_pred": 151200, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7558537463976945, + "FN": 21162, + "FP": 5948, + "IoU": 0.6075280492218603, + "TN": 199018800, + "TP": 41965, + "n_pred": 47913, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7280040221216691, + "FN": 1539, + "FP": 625, + "IoU": 0.5723320158102767, + "TN": 199082815, + "TP": 2896, + "n_pred": 3521, + "n_ref": 4435 + }, + "12": { + "Dice": 0.728125, + "FN": 1238, + "FP": 328, + "IoU": 0.5724815724815725, + "TN": 199084212, + "TP": 2097, + "n_pred": 2425, + "n_ref": 3335 + }, + "13": { + "Dice": 0.328505994880776, + "FN": 25840, + "FP": 14036, + "IoU": 0.19653435422123716, + "TN": 199038245, + "TP": 9754, + "n_pred": 23790, + "n_ref": 35594 + }, + "14": { + "Dice": 0.44781691283882485, + "FN": 27635, + "FP": 19993, + "IoU": 0.2885077904423298, + "TN": 199020934, + "TP": 19313, + "n_pred": 39306, + "n_ref": 46948 + }, + "15": { + "Dice": 0.4437065233059104, + "FN": 97010, + "FP": 7191, + "IoU": 0.2851046604965799, + "TN": 198942118, + "TP": 41556, + "n_pred": 48747, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9193637884002748, + "FN": 11112, + "FP": 9669, + "IoU": 0.8507615963000998, + "TN": 198948628, + "TP": 118466, + "n_pred": 128135, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9376258840954054, + "FN": 7787, + "FP": 9648, + "IoU": 0.8825759871766378, + "TN": 198939396, + "TP": 131044, + "n_pred": 140692, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7975872187805674, + "FN": 4889, + "FP": 1319, + "IoU": 0.6633223059818862, + "TN": 199069436, + "TP": 12231, + "n_pred": 13550, + "n_ref": 17120 + }, + "5": { + "Dice": 0.571225511402262, + "FN": 10825, + "FP": 3051, + "IoU": 0.39980102945629137, + "TN": 199064756, + "TP": 9243, + "n_pred": 12294, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9601969920731943, + "FN": 52638, + "FP": 38755, + "IoU": 0.9234412525769353, + "TN": 197894112, + "TP": 1102370, + "n_pred": 1141125, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8281248498938449, + "FN": 26873, + "FP": 26800, + "IoU": 0.7066664480587618, + "TN": 198904899, + "TP": 129303, + "n_pred": 156103, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9120793309598979, + "FN": 9730, + "FP": 11212, + "IoU": 0.8383693378715259, + "TN": 198958308, + "TP": 108625, + "n_pred": 119837, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8834534512222305, + "FN": 14221, + "FP": 9308, + "IoU": 0.7912374564135324, + "TN": 198975168, + "TP": 89178, + "n_pred": 98486, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9143390341113584, + "FN": 12893, + "FP": 19238, + "IoU": 0.8421957340641315, + "TN": 130871579, + "TP": 171482, + "n_pred": 190720, + "n_ref": 184375 + }, + "10": { + "Dice": 0.8071338815830399, + "FN": 17846, + "FP": 13158, + "IoU": 0.6766340908853868, + "TN": 130979313, + "TP": 64875, + "n_pred": 78033, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6343145054362238, + "FN": 1679, + "FP": 1079, + "IoU": 0.46446601941747573, + "TN": 131070042, + "TP": 2392, + "n_pred": 3471, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7557869088492635, + "FN": 1223, + "FP": 982, + "IoU": 0.6074416948549047, + "TN": 131069575, + "TP": 3412, + "n_pred": 4394, + "n_ref": 4635 + }, + "13": { + "Dice": 0.46583186877562976, + "FN": 58351, + "FP": 14595, + "IoU": 0.3036380819642397, + "TN": 130970439, + "TP": 31807, + "n_pred": 46402, + "n_ref": 90158 + }, + "14": { + "Dice": 0.2272492534812676, + "FN": 7108, + "FP": 329571, + "IoU": 0.12819018913264144, + "TN": 130689008, + "TP": 49505, + "n_pred": 379076, + "n_ref": 56613 + }, + "15": { + "Dice": 0.5558389506285298, + "FN": 3171, + "FP": 35837, + "IoU": 0.3848870947394979, + "TN": 131011776, + "TP": 24408, + "n_pred": 60245, + "n_ref": 27579 + }, + "2": { + "Dice": 0.8632609991461666, + "FN": 26293, + "FP": 16146, + "IoU": 0.7594188274509359, + "TN": 130898790, + "TP": 133963, + "n_pred": 150109, + "n_ref": 160256 + }, + "3": { + "Dice": 0.8189989116599952, + "FN": 12475, + "FP": 66023, + "IoU": 0.6934785409987778, + "TN": 130819099, + "TP": 177595, + "n_pred": 243618, + "n_ref": 190070 + }, + "4": { + "Dice": 0.7807300118681425, + "FN": 24729, + "FP": 2430, + "IoU": 0.6403257846642829, + "TN": 130999682, + "TP": 48351, + "n_pred": 50781, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7696950936387557, + "FN": 4753, + "FP": 1199, + "IoU": 0.6256132846898981, + "TN": 131059294, + "TP": 9946, + "n_pred": 11145, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9654841555792851, + "FN": 42107, + "FP": 59841, + "IoU": 0.9332715016268459, + "TN": 129547389, + "TP": 1425855, + "n_pred": 1485696, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.7770024776930395, + "FN": 98072, + "FP": 291727, + "IoU": 0.6353262893185317, + "TN": 130006294, + "TP": 679099, + "n_pred": 970826, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9212293866963127, + "FN": 8862, + "FP": 11544, + "IoU": 0.8539622560491229, + "TN": 130935461, + "TP": 119325, + "n_pred": 130869, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7110147789847189, + "FN": 23062, + "FP": 11470, + "IoU": 0.5516081700492125, + "TN": 130998179, + "TP": 42481, + "n_pred": 53951, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7822272144848351, + "FN": 5228, + "FP": 111873, + "IoU": 0.642342499182984, + "TN": 101289789, + "TP": 210310, + "n_pred": 322183, + "n_ref": 215538 + }, + "10": { + "Dice": 0.7560153349966531, + "FN": 14764, + "FP": 5283, + "IoU": 0.607736860642586, + "TN": 101566094, + "TP": 31059, + "n_pred": 36342, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8481947768182291, + "FN": 883, + "FP": 576, + "IoU": 0.7364046973803071, + "TN": 101611665, + "TP": 4076, + "n_pred": 4652, + "n_ref": 4959 + }, + "12": { + "Dice": 0.6046511627906976, + "FN": 3098, + "FP": 30, + "IoU": 0.43333333333333335, + "TN": 101611680, + "TP": 2392, + "n_pred": 2422, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7312819680116912, + "FN": 15048, + "FP": 18050, + "IoU": 0.5763943993651931, + "TN": 101539066, + "TP": 45036, + "n_pred": 63086, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9381118070053351, + "FN": 1107, + "FP": 6897, + "IoU": 0.883437459041461, + "TN": 101548533, + "TP": 60663, + "n_pred": 67560, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7901272007413024, + "FN": 9817, + "FP": 2640, + "IoU": 0.653066339887484, + "TN": 101581294, + "TP": 23449, + "n_pred": 26089, + "n_ref": 33266 + }, + "2": { + "Dice": 0.7069124144415574, + "FN": 67463, + "FP": 19504, + "IoU": 0.5466856401194702, + "TN": 101425353, + "TP": 104880, + "n_pred": 124384, + "n_ref": 172343 + }, + "3": { + "Dice": 0.7804516962232652, + "FN": 24312, + "FP": 59328, + "IoU": 0.6399514425187902, + "TN": 101384898, + "TP": 148662, + "n_pred": 207990, + "n_ref": 172974 + }, + "4": { + "Dice": 0.5255477142488622, + "FN": 1952, + "FP": 23797, + "IoU": 0.3564358910272432, + "TN": 101577190, + "TP": 14261, + "n_pred": 38058, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7222349526428353, + "FN": 11460, + "FP": 3086, + "IoU": 0.5652329856233375, + "TN": 101583743, + "TP": 18911, + "n_pred": 21997, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9106068464455602, + "FN": 244132, + "FP": 9059, + "IoU": 0.8358844953949445, + "TN": 100074439, + "TP": 1289570, + "n_pred": 1298629, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9508509017018034, + "FN": 31021, + "FP": 10001, + "IoU": 0.906306742525118, + "TN": 101179367, + "TP": 396811, + "n_pred": 406812, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9443187146103077, + "FN": 22479, + "FP": 2223, + "IoU": 0.894511182190488, + "TN": 101383033, + "TP": 209465, + "n_pred": 211688, + "n_ref": 231944 + }, + "9": { + "Dice": 0.922173591974208, + "FN": 4198, + "FP": 8765, + "IoU": 0.8555863774606464, + "TN": 101527437, + "TP": 76800, + "n_pred": 85565, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9677405433398787, + "FN": 9773, + "FP": 3682, + "IoU": 0.9374973870145072, + "TN": 118966941, + "TP": 201816, + "n_pred": 205498, + "n_ref": 211589 + }, + "10": { + "Dice": 0.8234917176636443, + "FN": 16493, + "FP": 11052, + "IoU": 0.6999455337690632, + "TN": 119090412, + "TP": 64255, + "n_pred": 75307, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6407494145199063, + "FN": 1986, + "FP": 315, + "IoU": 0.47139903514817366, + "TN": 119177859, + "TP": 2052, + "n_pred": 2367, + "n_ref": 4038 + }, + "12": { + "Dice": 0.629876872867527, + "FN": 2012, + "FP": 483, + "IoU": 0.4597228237332178, + "TN": 119177594, + "TP": 2123, + "n_pred": 2606, + "n_ref": 4135 + }, + "13": { + "Dice": 0.613414867188993, + "FN": 15420, + "FP": 6833, + "IoU": 0.44239250275633957, + "TN": 119142304, + "TP": 17655, + "n_pred": 24488, + "n_ref": 33075 + }, + "14": { + "Dice": 0.19005611507265555, + "FN": 54233, + "FP": 44926, + "IoU": 0.10500663399312231, + "TN": 119071419, + "TP": 11634, + "n_pred": 56560, + "n_ref": 65867 + }, + "15": { + "Dice": 0.35293657110795046, + "FN": 7196, + "FP": 42393, + "IoU": 0.2142823190150999, + "TN": 119119099, + "TP": 13524, + "n_pred": 55917, + "n_ref": 20720 + }, + "2": { + "Dice": 0.8834852189375417, + "FN": 34494, + "FP": 7442, + "IoU": 0.7912884217232043, + "TN": 118981284, + "TP": 158992, + "n_pred": 166434, + "n_ref": 193486 + }, + "3": { + "Dice": 0.8857797640601475, + "FN": 11089, + "FP": 36857, + "IoU": 0.7949772724357193, + "TN": 118948355, + "TP": 185911, + "n_pred": 222768, + "n_ref": 197000 + }, + "4": { + "Dice": 0.7683367662906329, + "FN": 15174, + "FP": 1809, + "IoU": 0.6238204935099455, + "TN": 119137066, + "TP": 28163, + "n_pred": 29972, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8282509743254098, + "FN": 3802, + "FP": 1971, + "IoU": 0.7068501497994211, + "TN": 119162519, + "TP": 13920, + "n_pred": 15891, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9734044200480446, + "FN": 25890, + "FP": 67717, + "IoU": 0.9481868411060175, + "TN": 117375586, + "TP": 1713019, + "n_pred": 1780736, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.9214407914439239, + "FN": 29941, + "FP": 15703, + "IoU": 0.854325644929132, + "TN": 118868883, + "TP": 267685, + "n_pred": 283388, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9616444858243424, + "FN": 3150, + "FP": 3153, + "IoU": 0.926122578149724, + "TN": 119096895, + "TP": 79014, + "n_pred": 82167, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9115114496415738, + "FN": 10309, + "FP": 4294, + "IoU": 0.8374102321438512, + "TN": 119092397, + "TP": 75212, + "n_pred": 79506, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 45400, + "IoU": 0.0, + "TN": 61287080, + "TP": 0, + "n_pred": 45400, + "n_ref": 0 + }, + "10": { + "Dice": 0.6333426244231781, + "FN": 13978, + "FP": 9700, + "IoU": 0.463424583031182, + "TN": 61288352, + "TP": 20450, + "n_pred": 30150, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8315174063247409, + "FN": 735, + "FP": 533, + "IoU": 0.711621560154651, + "TN": 61328083, + "TP": 3129, + "n_pred": 3662, + "n_ref": 3864 + }, + "12": { + "Dice": 0.6488352027610008, + "FN": 2218, + "FP": 631, + "IoU": 0.48020434227330777, + "TN": 61326999, + "TP": 2632, + "n_pred": 3263, + "n_ref": 4850 + }, + "13": { + "Dice": 0.41820125292597454, + "FN": 37242, + "FP": 5757, + "IoU": 0.2643833507262245, + "TN": 61274027, + "TP": 15454, + "n_pred": 21211, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9290857390717625, + "FN": 29606, + "FP": 7179, + "IoU": 0.8675631401774946, + "TN": 61054725, + "TP": 240970, + "n_pred": 248149, + "n_ref": 270576 + }, + "15": { + "Dice": 0.6239716213717877, + "FN": 44227, + "FP": 20859, + "IoU": 0.45345839596261556, + "TN": 61213393, + "TP": 54001, + "n_pred": 74860, + "n_ref": 98228 + }, + "2": { + "Dice": 0.7961665754471288, + "FN": 52569, + "FP": 2922, + "IoU": 0.6613594200068349, + "TN": 61168616, + "TP": 108373, + "n_pred": 111295, + "n_ref": 160942 + }, + "3": { + "Dice": 0.8146730296944903, + "FN": 3088, + "FP": 54037, + "IoU": 0.6872981465059502, + "TN": 61149798, + "TP": 125557, + "n_pred": 179594, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9315988973121985, + "FN": 4340, + "FP": 1218, + "IoU": 0.8719561361070794, + "TN": 61289073, + "TP": 37849, + "n_pred": 39067, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7074789617162498, + "FN": 2603, + "FP": 2333, + "IoU": 0.5473635946813389, + "TN": 61321575, + "TP": 5969, + "n_pred": 8302, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9649549409000058, + "FN": 24714, + "FP": 61096, + "IoU": 0.9322830271167769, + "TN": 60065294, + "TP": 1181376, + "n_pred": 1242472, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.47683413142006054, + "FN": 129792, + "FP": 33543, + "IoU": 0.31305463262817007, + "TN": 61094710, + "TP": 74435, + "n_pred": 107978, + "n_ref": 204227 + }, + "8": { + "Dice": 0.8926532165968786, + "FN": 11863, + "FP": 5057, + "IoU": 0.8061189412169131, + "TN": 61245210, + "TP": 70350, + "n_pred": 75407, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8114819292440825, + "FN": 12361, + "FP": 11341, + "IoU": 0.6827678511677708, + "TN": 61257765, + "TP": 51013, + "n_pred": 62354, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9676754668383774, + "FN": 8091, + "FP": 3204, + "IoU": 0.937375249500998, + "TN": 148927140, + "TP": 169065, + "n_pred": 172269, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8063431597477743, + "FN": 16920, + "FP": 9922, + "IoU": 0.6755234273004207, + "TN": 149024776, + "TP": 55882, + "n_pred": 65804, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8293829578844271, + "FN": 487, + "FP": 384, + "IoU": 0.7085006693440429, + "TN": 149104512, + "TP": 2117, + "n_pred": 2501, + "n_ref": 2604 + }, + "12": { + "Dice": 0.46075433231396534, + "FN": 1419, + "FP": 168, + "IoU": 0.2993377483443709, + "TN": 149105235, + "TP": 678, + "n_pred": 846, + "n_ref": 2097 + }, + "13": { + "Dice": 0.5091071343202715, + "FN": 52419, + "FP": 9191, + "IoU": 0.34147801363859853, + "TN": 149013942, + "TP": 31948, + "n_pred": 41139, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8531905528872895, + "FN": 4867, + "FP": 25486, + "IoU": 0.7439688912882111, + "TN": 148988948, + "TP": 88199, + "n_pred": 113685, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7652530037253595, + "FN": 7025, + "FP": 12005, + "IoU": 0.6197650255754475, + "TN": 149057452, + "TP": 31018, + "n_pred": 43023, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9295492039483916, + "FN": 4590, + "FP": 18513, + "IoU": 0.8683717246762422, + "TN": 148931983, + "TP": 152414, + "n_pred": 170927, + "n_ref": 157004 + }, + "3": { + "Dice": 0.5613922154027148, + "FN": 34795, + "FP": 4724, + "IoU": 0.39023298873630613, + "TN": 149042690, + "TP": 25291, + "n_pred": 30015, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9149288048081965, + "FN": 3151, + "FP": 1067, + "IoU": 0.8431970260223048, + "TN": 149080600, + "TP": 22682, + "n_pred": 23749, + "n_ref": 25833 + }, + "5": { + "Dice": 0.1706493643508994, + "FN": 30481, + "FP": 963, + "IoU": 0.09328412007266645, + "TN": 149072821, + "TP": 3235, + "n_pred": 4198, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9688031666820022, + "FN": 32098, + "FP": 37068, + "IoU": 0.9394939311098961, + "TN": 147964375, + "TP": 1073959, + "n_pred": 1111027, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.9016925031016626, + "FN": 30571, + "FP": 22756, + "IoU": 0.8209836549855819, + "TN": 148809611, + "TP": 244562, + "n_pred": 267318, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9394347301812818, + "FN": 21443, + "FP": 5328, + "IoU": 0.885786812858636, + "TN": 148873105, + "TP": 207624, + "n_pred": 212952, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8344824051054669, + "FN": 22369, + "FP": 3463, + "IoU": 0.7159758108851016, + "TN": 149016550, + "TP": 65118, + "n_pred": 68581, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7660131128886659, + "FN": 173132, + "FP": 35786, + "IoU": 0.6207627657064023, + "TN": 100161910, + "TP": 341972, + "n_pred": 377758, + "n_ref": 515104 + }, + "10": { + "Dice": 0.4497571252999356, + "FN": 23101, + "FP": 14507, + "IoU": 0.2901204273472007, + "TN": 100659822, + "TP": 15370, + "n_pred": 29877, + "n_ref": 38471 + }, + "11": { + "Dice": 0.49563642351391407, + "FN": 1976, + "FP": 1087, + "IoU": 0.32946584938704027, + "TN": 100708232, + "TP": 1505, + "n_pred": 2592, + "n_ref": 3481 + }, + "12": { + "Dice": 0.3741136747326956, + "FN": 4211, + "FP": 1350, + "IoU": 0.23009829710646545, + "TN": 100705577, + "TP": 1662, + "n_pred": 3012, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 14, + "IoU": 0.0, + "TN": 100673631, + "TP": 0, + "n_pred": 14, + "n_ref": 39155 + }, + "14": { + "Dice": 0.8426035719961371, + "FN": 16040, + "FP": 35462, + "IoU": 0.7280163923171575, + "TN": 100523443, + "TP": 137855, + "n_pred": 173317, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8017807356776688, + "FN": 15031, + "FP": 24641, + "IoU": 0.6691435862793665, + "TN": 100592893, + "TP": 80235, + "n_pred": 104876, + "n_ref": 95266 + }, + "2": { + "Dice": 0.2738484718798301, + "FN": 194443, + "FP": 10864, + "IoU": 0.15864683222686665, + "TN": 100468780, + "TP": 38713, + "n_pred": 49577, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6351218711634175, + "FN": 22706, + "FP": 208518, + "IoU": 0.46533229432344503, + "TN": 100280337, + "TP": 201239, + "n_pred": 409757, + "n_ref": 223945 + }, + "4": { + "Dice": 0.301276373299258, + "FN": 47278, + "FP": 841, + "IoU": 0.17735455524592686, + "TN": 100654307, + "TP": 10374, + "n_pred": 11215, + "n_ref": 57652 + }, + "5": { + "Dice": 0.2966058411106468, + "FN": 13279, + "FP": 1870, + "IoU": 0.17412636973232296, + "TN": 100694457, + "TP": 3194, + "n_pred": 5064, + "n_ref": 16473 + }, + "6": { + "Dice": 0.6766885529509749, + "FN": 899167, + "FP": 227371, + "IoU": 0.5113600086056728, + "TN": 98407344, + "TP": 1178918, + "n_pred": 1406289, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.45398270038034255, + "FN": 84806, + "FP": 125652, + "IoU": 0.2936465849974828, + "TN": 100414850, + "TP": 87492, + "n_pred": 213144, + "n_ref": 172298 + }, + "8": { + "Dice": 0.947357149175695, + "FN": 4260, + "FP": 7047, + "IoU": 0.8999796544799951, + "TN": 100599753, + "TP": 101740, + "n_pred": 108787, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7481140311897156, + "FN": 30305, + "FP": 17876, + "IoU": 0.5975895966792226, + "TN": 100593069, + "TP": 71550, + "n_pred": 89426, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9684502514647172, + "FN": 3120, + "FP": 1748, + "IoU": 0.9388303887813827, + "TN": 78871118, + "TP": 74714, + "n_pred": 76462, + "n_ref": 77834 + }, + "10": { + "Dice": 0.718558065523549, + "FN": 14785, + "FP": 4140, + "IoU": 0.5607418067031845, + "TN": 78907616, + "TP": 24159, + "n_pred": 28299, + "n_ref": 38944 + }, + "11": { + "Dice": 0.5179569034317638, + "FN": 719, + "FP": 489, + "IoU": 0.34948842218632203, + "TN": 78948843, + "TP": 649, + "n_pred": 1138, + "n_ref": 1368 + }, + "12": { + "Dice": 0.32781954887218046, + "FN": 2015, + "FP": 220, + "IoU": 0.1960431654676259, + "TN": 78947920, + "TP": 545, + "n_pred": 765, + "n_ref": 2560 + }, + "13": { + "Dice": 0.3914425907752699, + "FN": 44447, + "FP": 2062, + "IoU": 0.243350090292352, + "TN": 78889233, + "TP": 14958, + "n_pred": 17020, + "n_ref": 59405 + }, + "14": { + "Dice": 0.2946193157774812, + "FN": 18218, + "FP": 25122, + "IoU": 0.1727586799259415, + "TN": 78898309, + "TP": 9051, + "n_pred": 34173, + "n_ref": 27269 + }, + "15": { + "Dice": 0.907394704349019, + "FN": 6207, + "FP": 4593, + "IoU": 0.8304871923656454, + "TN": 78886988, + "TP": 52912, + "n_pred": 57505, + "n_ref": 59119 + }, + "2": { + "Dice": 0.89337138268899, + "FN": 17787, + "FP": 1867, + "IoU": 0.8072910538494725, + "TN": 78848712, + "TP": 82334, + "n_pred": 84201, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9413908674381571, + "FN": 2800, + "FP": 7395, + "IoU": 0.88927143974281, + "TN": 78858628, + "TP": 81877, + "n_pred": 89272, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8780683360059208, + "FN": 2891, + "FP": 1063, + "IoU": 0.7826397669177065, + "TN": 78932509, + "TP": 14237, + "n_pred": 15300, + "n_ref": 17128 + }, + "5": { + "Dice": 0.07965138728004854, + "FN": 33354, + "FP": 16, + "IoU": 0.04147756649623715, + "TN": 78915886, + "TP": 1444, + "n_pred": 1460, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9522278309413842, + "FN": 34868, + "FP": 32581, + "IoU": 0.9088119145185212, + "TN": 78211031, + "TP": 672220, + "n_pred": 704801, + "n_ref": 707088 + }, + "7": { + "Dice": 0.5875136915539513, + "FN": 418861, + "FP": 5554, + "IoU": 0.41594292846654657, + "TN": 78224033, + "TP": 302252, + "n_pred": 307806, + "n_ref": 721113 + }, + "8": { + "Dice": 0.7987545865086085, + "FN": 104709, + "FP": 9373, + "IoU": 0.6649387190474652, + "TN": 78610219, + "TP": 226399, + "n_pred": 235772, + "n_ref": 331108 + }, + "9": { + "Dice": 0.5499867217112093, + "FN": 34267, + "FP": 3013, + "IoU": 0.37929771399077605, + "TN": 78890639, + "TP": 22781, + "n_pred": 25794, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9749147712817382, + "FN": 4501, + "FP": 2894, + "IoU": 0.9510572818425493, + "TN": 104853345, + "TP": 143700, + "n_pred": 146594, + "n_ref": 148201 + }, + "10": { + "Dice": 0.824571176566163, + "FN": 16184, + "FP": 14048, + "IoU": 0.7015066843071819, + "TN": 104903158, + "TP": 71050, + "n_pred": 85098, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8178212585933369, + "FN": 1238, + "FP": 140, + "IoU": 0.6917915455155447, + "TN": 104999969, + "TP": 3093, + "n_pred": 3233, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7882416984213392, + "FN": 1213, + "FP": 732, + "IoU": 0.6504941599281222, + "TN": 104998875, + "TP": 3620, + "n_pred": 4352, + "n_ref": 4833 + }, + "13": { + "Dice": 0.7859529395038032, + "FN": 22538, + "FP": 7572, + "IoU": 0.6473825974938517, + "TN": 104919050, + "TP": 55280, + "n_pred": 62852, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9529719408932426, + "FN": 1205, + "FP": 5593, + "IoU": 0.9101684836471754, + "TN": 104928765, + "TP": 68877, + "n_pred": 74470, + "n_ref": 70082 + }, + "15": { + "Dice": 0.7384844754953799, + "FN": 3061, + "FP": 12024, + "IoU": 0.5853946789797714, + "TN": 104968056, + "TP": 21299, + "n_pred": 33323, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8334610515092956, + "FN": 20657, + "FP": 39325, + "IoU": 0.7144734023563013, + "TN": 104794365, + "TP": 150093, + "n_pred": 189418, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8029582437655235, + "FN": 45405, + "FP": 7668, + "IoU": 0.6707854923051156, + "TN": 104843229, + "TP": 108138, + "n_pred": 115806, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2168, + "IoU": 0.0, + "TN": 105002272, + "TP": 0, + "n_pred": 2168, + "n_ref": 0 + }, + "5": { + "Dice": 0.6105949348119286, + "FN": 13782, + "FP": 7006, + "IoU": 0.43946502723399666, + "TN": 104967354, + "TP": 16298, + "n_pred": 23304, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9803649525938538, + "FN": 28980, + "FP": 19364, + "IoU": 0.9614861269115927, + "TN": 103749204, + "TP": 1206892, + "n_pred": 1226256, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.9388788097908214, + "FN": 13257, + "FP": 14975, + "IoU": 0.8847988509264814, + "TN": 104759373, + "TP": 216835, + "n_pred": 231810, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9572395736657516, + "FN": 23234, + "FP": 7405, + "IoU": 0.9179860967977665, + "TN": 104630857, + "TP": 342944, + "n_pred": 350349, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9205730042370032, + "FN": 11426, + "FP": 2746, + "IoU": 0.8528348909657321, + "TN": 104908140, + "TP": 82128, + "n_pred": 84874, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9547544567377939, + "FN": 35537, + "FP": 724, + "IoU": 0.9134260010887109, + "TN": 177257444, + "TP": 382583, + "n_pred": 383307, + "n_ref": 418120 + }, + "10": { + "Dice": 0.3900076761971551, + "FN": 51384, + "FP": 12983, + "IoU": 0.24224194763608967, + "TN": 177591344, + "TP": 20577, + "n_pred": 33560, + "n_ref": 71961 + }, + "11": { + "Dice": 0.8085604022921296, + "FN": 1286, + "FP": 351, + "IoU": 0.6786415390655673, + "TN": 177671194, + "TP": 3457, + "n_pred": 3808, + "n_ref": 4743 + }, + "12": { + "Dice": 0.7385159010600707, + "FN": 1645, + "FP": 871, + "IoU": 0.5854341736694678, + "TN": 177670219, + "TP": 3553, + "n_pred": 4424, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8438000975813759, + "FN": 16553, + "FP": 5857, + "IoU": 0.7298046780805402, + "TN": 177593348, + "TP": 60530, + "n_pred": 66387, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9381482757300876, + "FN": 2712, + "FP": 6984, + "IoU": 0.8835021446851458, + "TN": 177593059, + "TP": 73533, + "n_pred": 80517, + "n_ref": 76245 + }, + "15": { + "Dice": 0.3534619656888962, + "FN": 1690, + "FP": 76887, + "IoU": 0.21466978492044456, + "TN": 177576232, + "TP": 21479, + "n_pred": 98366, + "n_ref": 23169 + }, + "2": { + "Dice": 0.8404903103933934, + "FN": 13256, + "FP": 63078, + "IoU": 0.7248670001874252, + "TN": 177398844, + "TP": 201110, + "n_pred": 264188, + "n_ref": 214366 + }, + "3": { + "Dice": 0.7808126904515433, + "FN": 73161, + "FP": 2006, + "IoU": 0.6404370225447379, + "TN": 177467237, + "TP": 133884, + "n_pred": 135890, + "n_ref": 207045 + }, + "4": { + "Dice": 0.8452, + "FN": 4851, + "FP": 5985, + "IoU": 0.7319016279875303, + "TN": 177635870, + "TP": 29582, + "n_pred": 35567, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6470898184176395, + "FN": 15216, + "FP": 2198, + "IoU": 0.4782947362113904, + "TN": 177642909, + "TP": 15965, + "n_pred": 18163, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9521230783818166, + "FN": 118574, + "FP": 51084, + "IoU": 0.9086210973245799, + "TN": 175819645, + "TP": 1686985, + "n_pred": 1738069, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8862273932245852, + "FN": 18335, + "FP": 71492, + "IoU": 0.7956986801734902, + "TN": 177236609, + "TP": 349852, + "n_pred": 421344, + "n_ref": 368187 + }, + "8": { + "Dice": 0.9092850546406034, + "FN": 10401, + "FP": 27319, + "IoU": 0.8336596637914307, + "TN": 177449524, + "TP": 189044, + "n_pred": 216363, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9153276232719634, + "FN": 14090, + "FP": 8321, + "IoU": 0.8438747431119161, + "TN": 177532743, + "TP": 121134, + "n_pred": 129455, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9216986560472178, + "FN": 25279, + "FP": 2209, + "IoU": 0.8547690877102144, + "TN": 193816264, + "TP": 161783, + "n_pred": 163992, + "n_ref": 187062 + }, + "10": { + "Dice": 0.9157655396426989, + "FN": 9515, + "FP": 4748, + "IoU": 0.8446194740396976, + "TN": 193913741, + "TP": 77531, + "n_pred": 82279, + "n_ref": 87046 + }, + "11": { + "Dice": 0.7792403159082362, + "FN": 1040, + "FP": 134, + "IoU": 0.6383240911891559, + "TN": 194002289, + "TP": 2072, + "n_pred": 2206, + "n_ref": 3112 + }, + "12": { + "Dice": 0.8137663058562309, + "FN": 1018, + "FP": 324, + "IoU": 0.6860084230229293, + "TN": 194001261, + "TP": 2932, + "n_pred": 3256, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7670918112491258, + "FN": 20807, + "FP": 7169, + "IoU": 0.6221808065256732, + "TN": 193931489, + "TP": 46070, + "n_pred": 53239, + "n_ref": 66877 + }, + "14": { + "Dice": 0.9048167864917769, + "FN": 1712, + "FP": 13897, + "IoU": 0.8261784652390338, + "TN": 193915736, + "TP": 74190, + "n_pred": 88087, + "n_ref": 75902 + }, + "15": { + "Dice": 0.828818112836078, + "FN": 759, + "FP": 7588, + "IoU": 0.7076766827764936, + "TN": 193976981, + "TP": 20207, + "n_pred": 27795, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9358223229782863, + "FN": 6803, + "FP": 11315, + "IoU": 0.8793854101481886, + "TN": 193855321, + "TP": 132096, + "n_pred": 143411, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9156308148876995, + "FN": 19164, + "FP": 2101, + "IoU": 0.8443902938765953, + "TN": 193868879, + "TP": 115391, + "n_pred": 117492, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9303688876179582, + "FN": 1508, + "FP": 1414, + "IoU": 0.8698035022055874, + "TN": 193983092, + "TP": 19521, + "n_pred": 20935, + "n_ref": 21029 + }, + "5": { + "Dice": 0.4505839836589326, + "FN": 18667, + "FP": 2313, + "IoU": 0.29080891052293545, + "TN": 193975952, + "TP": 8603, + "n_pred": 10916, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9625337831369047, + "FN": 27928, + "FP": 77734, + "IoU": 0.9277736156529918, + "TN": 192542607, + "TP": 1357266, + "n_pred": 1435000, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9222738660072015, + "FN": 35742, + "FP": 12503, + "IoU": 0.8557590253382166, + "TN": 193671060, + "TP": 286230, + "n_pred": 298733, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9424358344196782, + "FN": 20905, + "FP": 6031, + "IoU": 0.8911382071106118, + "TN": 193758102, + "TP": 220497, + "n_pred": 226528, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8953499086676315, + "FN": 15825, + "FP": 3482, + "IoU": 0.8105280719143465, + "TN": 193903636, + "TP": 82592, + "n_pred": 86074, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9739478957915831, + "FN": 2187, + "FP": 3819, + "IoU": 0.94921875, + "TN": 99537528, + "TP": 112266, + "n_pred": 116085, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8324573082043665, + "FN": 17599, + "FP": 4172, + "IoU": 0.71299945950934, + "TN": 99579943, + "TP": 54086, + "n_pred": 58258, + "n_ref": 71685 + }, + "11": { + "Dice": 0.6835087719298245, + "FN": 1694, + "FP": 110, + "IoU": 0.5191897654584222, + "TN": 99652048, + "TP": 1948, + "n_pred": 2058, + "n_ref": 3642 + }, + "12": { + "Dice": 0.6872740419378164, + "FN": 1667, + "FP": 63, + "IoU": 0.523547232167447, + "TN": 99652169, + "TP": 1901, + "n_pred": 1964, + "n_ref": 3568 + }, + "13": { + "Dice": 0.5745506480907596, + "FN": 24110, + "FP": 7466, + "IoU": 0.40306633646520595, + "TN": 99602903, + "TP": 21321, + "n_pred": 28787, + "n_ref": 45431 + }, + "14": { + "Dice": 0.5209535552815454, + "FN": 22453, + "FP": 35823, + "IoU": 0.35222258039416204, + "TN": 99565837, + "TP": 31687, + "n_pred": 67510, + "n_ref": 54140 + }, + "15": { + "Dice": 0.7353081041279971, + "FN": 13980, + "FP": 3275, + "IoU": 0.5814128378050556, + "TN": 99614578, + "TP": 23967, + "n_pred": 27242, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9540584742914753, + "FN": 8291, + "FP": 1962, + "IoU": 0.9121527837277448, + "TN": 99539086, + "TP": 106461, + "n_pred": 108423, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9661583328270247, + "FN": 4544, + "FP": 3811, + "IoU": 0.934532204983545, + "TN": 99528180, + "TP": 119265, + "n_pred": 123076, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8755241541731288, + "FN": 3664, + "FP": 670, + "IoU": 0.7786064568859828, + "TN": 99636224, + "TP": 15242, + "n_pred": 15912, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8856582595172088, + "FN": 417, + "FP": 1274, + "IoU": 0.7947815533980582, + "TN": 99647560, + "TP": 6549, + "n_pred": 7823, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9667023955153862, + "FN": 51782, + "FP": 37934, + "IoU": 0.9355507951627896, + "TN": 98263758, + "TP": 1302326, + "n_pred": 1340260, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8855983630106065, + "FN": 15928, + "FP": 23096, + "IoU": 0.7946850880469725, + "TN": 99465731, + "TP": 151045, + "n_pred": 174141, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9681518552871095, + "FN": 3326, + "FP": 3095, + "IoU": 0.9382697059134565, + "TN": 99551783, + "TP": 97596, + "n_pred": 100691, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9256821153888778, + "FN": 12006, + "FP": 1406, + "IoU": 0.8616463792036311, + "TN": 99558860, + "TP": 83528, + "n_pred": 84934, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9392831068844874, + "FN": 50657, + "FP": 573, + "IoU": 0.8855172506262696, + "TN": 62636029, + "TP": 396261, + "n_pred": 396834, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8944741068715545, + "FN": 9027, + "FP": 5559, + "IoU": 0.80909376472436, + "TN": 63007116, + "TP": 61818, + "n_pred": 67377, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7719023779724656, + "FN": 1078, + "FP": 380, + "IoU": 0.6285350318471338, + "TN": 63079595, + "TP": 2467, + "n_pred": 2847, + "n_ref": 3545 + }, + "12": { + "Dice": 0.8022014676450967, + "FN": 1097, + "FP": 89, + "IoU": 0.6697298802561961, + "TN": 63079929, + "TP": 2405, + "n_pred": 2494, + "n_ref": 3502 + }, + "13": { + "Dice": 0.688134406720336, + "FN": 16165, + "FP": 10565, + "IoU": 0.5245464247598719, + "TN": 63027300, + "TP": 29490, + "n_pred": 40055, + "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": 0.7607591822832237, + "FN": 3362, + "FP": 72496, + "IoU": 0.6138913207239856, + "TN": 62887052, + "TP": 120610, + "n_pred": 193106, + "n_ref": 123972 + }, + "3": { + "Dice": 0.5797394292312219, + "FN": 75371, + "FP": 336, + "IoU": 0.4081923001758843, + "TN": 62955595, + "TP": 52218, + "n_pred": 52554, + "n_ref": 127589 + }, + "4": { + "Dice": 0.014755271706215933, + "FN": 17895, + "FP": 0, + "IoU": 0.007432469909590105, + "TN": 63065491, + "TP": 134, + "n_pred": 134, + "n_ref": 18029 + }, + "5": { + "Dice": 0.47405341815171453, + "FN": 11514, + "FP": 557, + "IoU": 0.3106618696819142, + "TN": 63066009, + "TP": 5440, + "n_pred": 5997, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9196032507477848, + "FN": 152002, + "FP": 18944, + "IoU": 0.8511718046025946, + "TN": 61934907, + "TP": 977667, + "n_pred": 996611, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.8365703801166061, + "FN": 18049, + "FP": 36107, + "IoU": 0.7190554252868793, + "TN": 62890756, + "TP": 138608, + "n_pred": 174715, + "n_ref": 156657 + }, + "8": { + "Dice": 0.900139353939652, + "FN": 18943, + "FP": 1695, + "IoU": 0.8184121844561956, + "TN": 62969867, + "TP": 93015, + "n_pred": 94710, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8966134809508304, + "FN": 4340, + "FP": 4550, + "IoU": 0.8126014460675816, + "TN": 63036081, + "TP": 38549, + "n_pred": 43099, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9716424149011207, + "FN": 14942, + "FP": 2426, + "IoU": 0.9448487850728449, + "TN": 109293902, + "TP": 297548, + "n_pred": 299974, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6032722779996881, + "FN": 37635, + "FP": 28513, + "IoU": 0.43191831056071317, + "TN": 109492377, + "TP": 50293, + "n_pred": 78806, + "n_ref": 87928 + }, + "11": { + "Dice": 0.75, + "FN": 1472, + "FP": 524, + "IoU": 0.6, + "TN": 109603828, + "TP": 2994, + "n_pred": 3518, + "n_ref": 4466 + }, + "12": { + "Dice": 0.7499625916504564, + "FN": 1575, + "FP": 96, + "IoU": 0.5999521187455111, + "TN": 109604641, + "TP": 2506, + "n_pred": 2602, + "n_ref": 4081 + }, + "13": { + "Dice": 0.4650410759180164, + "FN": 55900, + "FP": 1339, + "IoU": 0.3029664628948586, + "TN": 109526700, + "TP": 24879, + "n_pred": 26218, + "n_ref": 80779 + }, + "14": { + "Dice": 0.6977392039423441, + "FN": 24281, + "FP": 38650, + "IoU": 0.5357906849800097, + "TN": 109473252, + "TP": 72635, + "n_pred": 111285, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8944343179087784, + "FN": 17178, + "FP": 3208, + "IoU": 0.8090286560061453, + "TN": 109502069, + "TP": 86363, + "n_pred": 89571, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7205828290667616, + "FN": 90574, + "FP": 5194, + "IoU": 0.5632117853640738, + "TN": 109389563, + "TP": 123487, + "n_pred": 128681, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8261171006268346, + "FN": 13931, + "FP": 83630, + "IoU": 0.7037474530619433, + "TN": 109279501, + "TP": 231756, + "n_pred": 315386, + "n_ref": 245687 + }, + "4": { + "Dice": 0.2753803855940163, + "FN": 42227, + "FP": 206, + "IoU": 0.15967601394169836, + "TN": 109558322, + "TP": 8063, + "n_pred": 8269, + "n_ref": 50290 + }, + "5": { + "Dice": 0.7495707084695065, + "FN": 3786, + "FP": 735, + "IoU": 0.5994506954903872, + "TN": 109597531, + "TP": 6766, + "n_pred": 7501, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9581259416437254, + "FN": 35822, + "FP": 70348, + "IoU": 0.9196178117298789, + "TN": 108288003, + "TP": 1214645, + "n_pred": 1284993, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.8461905115988202, + "FN": 310326, + "FP": 12362, + "IoU": 0.733388414729867, + "TN": 108398488, + "TP": 887642, + "n_pred": 900004, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9486797321647054, + "FN": 4126, + "FP": 5102, + "IoU": 0.9023698688108337, + "TN": 109514298, + "TP": 85292, + "n_pred": 90394, + "n_ref": 89418 + }, + "9": { + "Dice": 0.755982488205041, + "FN": 10736, + "FP": 17969, + "IoU": 0.6076944102774361, + "TN": 109535648, + "TP": 44465, + "n_pred": 62434, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9149496565979862, + "FN": 3890, + "FP": 6314, + "IoU": 0.84323244738055, + "TN": 67002262, + "TP": 54886, + "n_pred": 61200, + "n_ref": 58776 + }, + "10": { + "Dice": 0.6828408517433321, + "FN": 33468, + "FP": 8639, + "IoU": 0.5184193972665408, + "TN": 66979917, + "TP": 45328, + "n_pred": 53967, + "n_ref": 78796 + }, + "11": { + "Dice": 0.3477371516236257, + "FN": 2446, + "FP": 105, + "IoU": 0.21046115753636646, + "TN": 67064121, + "TP": 680, + "n_pred": 785, + "n_ref": 3126 + }, + "12": { + "Dice": 0.714670497396301, + "FN": 1321, + "FP": 268, + "IoU": 0.5560212349818385, + "TN": 67063773, + "TP": 1990, + "n_pred": 2258, + "n_ref": 3311 + }, + "13": { + "Dice": 0.27372478674885026, + "FN": 31039, + "FP": 7020, + "IoU": 0.15856381685127457, + "TN": 67022121, + "TP": 7172, + "n_pred": 14192, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7953388924524267, + "FN": 19679, + "FP": 9037, + "IoU": 0.6602179546341983, + "TN": 66982839, + "TP": 55797, + "n_pred": 64834, + "n_ref": 75476 + }, + "15": { + "Dice": 0.2074826560951437, + "FN": 22988, + "FP": 40984, + "IoU": 0.11574931578801868, + "TN": 66995006, + "TP": 8374, + "n_pred": 49358, + "n_ref": 31362 + }, + "2": { + "Dice": 0.8916685584562997, + "FN": 8565, + "FP": 24839, + "IoU": 0.8045143582811027, + "TN": 66896475, + "TP": 137473, + "n_pred": 162312, + "n_ref": 146038 + }, + "3": { + "Dice": 0.8939414917147595, + "FN": 28009, + "FP": 3398, + "IoU": 0.8082226075912267, + "TN": 66903584, + "TP": 132361, + "n_pred": 135759, + "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": 0.6627970499863425, + "FN": 4068, + "FP": 870, + "IoU": 0.49565927892962924, + "TN": 67057561, + "TP": 4853, + "n_pred": 5723, + "n_ref": 8921 + }, + "6": { + "Dice": 0.948956547465703, + "FN": 87141, + "FP": 19654, + "IoU": 0.9028708995594426, + "TN": 65967836, + "TP": 992721, + "n_pred": 1012375, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.5513956520582209, + "FN": 216917, + "FP": 2250, + "IoU": 0.38063923585598824, + "TN": 66713492, + "TP": 134693, + "n_pred": 136943, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9036686552055551, + "FN": 6263, + "FP": 10676, + "IoU": 0.8242660026973753, + "TN": 66970962, + "TP": 79451, + "n_pred": 90127, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8716691445562672, + "FN": 16369, + "FP": 1585, + "IoU": 0.7725297419199534, + "TN": 66988423, + "TP": 60975, + "n_pred": 62560, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7053588992492605, + "FN": 81611, + "FP": 768, + "IoU": 0.5448296820178468, + "TN": 74338295, + "TP": 98606, + "n_pred": 99374, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7350650676192907, + "FN": 20140, + "FP": 5817, + "IoU": 0.5811089952554627, + "TN": 74457314, + "TP": 36009, + "n_pred": 41826, + "n_ref": 56149 + }, + "11": { + "Dice": 0.7288428324697754, + "FN": 1277, + "FP": 293, + "IoU": 0.5733695652173914, + "TN": 74515600, + "TP": 2110, + "n_pred": 2403, + "n_ref": 3387 + }, + "12": { + "Dice": 0.3413715146948003, + "FN": 1748, + "FP": 0, + "IoU": 0.20581553839164016, + "TN": 74517079, + "TP": 453, + "n_pred": 453, + "n_ref": 2201 + }, + "13": { + "Dice": 0.48542802852700934, + "FN": 23219, + "FP": 18485, + "IoU": 0.3205050916496945, + "TN": 74457905, + "TP": 19671, + "n_pred": 38156, + "n_ref": 42890 + }, + "14": { + "Dice": 0.738923304059299, + "FN": 7651, + "FP": 9502, + "IoU": 0.5859463634827528, + "TN": 74477853, + "TP": 24274, + "n_pred": 33776, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7649141347424042, + "FN": 8645, + "FP": 4702, + "IoU": 0.6193206126465304, + "TN": 74484219, + "TP": 21714, + "n_pred": 26416, + "n_ref": 30359 + }, + "2": { + "Dice": 0.7834349868070845, + "FN": 4624, + "FP": 70722, + "IoU": 0.6439729716958843, + "TN": 74307650, + "TP": 136284, + "n_pred": 207006, + "n_ref": 140908 + }, + "3": { + "Dice": 0.646912727037125, + "FN": 80756, + "FP": 989, + "IoU": 0.47810125774117346, + "TN": 74362650, + "TP": 74885, + "n_pred": 75874, + "n_ref": 155641 + }, + "4": { + "Dice": 0.14682484298674112, + "FN": 12226, + "FP": 0, + "IoU": 0.0792287995179997, + "TN": 74506002, + "TP": 1052, + "n_pred": 1052, + "n_ref": 13278 + }, + "5": { + "Dice": 0.5854673495518566, + "FN": 4667, + "FP": 3103, + "IoU": 0.4138945462774383, + "TN": 74506023, + "TP": 5487, + "n_pred": 8590, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9635702361819102, + "FN": 55541, + "FP": 61691, + "IoU": 0.9297014325719734, + "TN": 72851650, + "TP": 1550398, + "n_pred": 1612089, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.3609735195269905, + "FN": 110749, + "FP": 89088, + "IoU": 0.22023653908435728, + "TN": 74263001, + "TP": 56442, + "n_pred": 145530, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9636800859164028, + "FN": 2464, + "FP": 2203, + "IoU": 0.9299059805953561, + "TN": 74452698, + "TP": 61915, + "n_pred": 64118, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9314853615085545, + "FN": 9722, + "FP": 2508, + "IoU": 0.8717572300400562, + "TN": 74423914, + "TP": 83136, + "n_pred": 85644, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9104051101025382, + "FN": 12123, + "FP": 41177, + "IoU": 0.8355445850046282, + "TN": 65727080, + "TP": 270800, + "n_pred": 311977, + "n_ref": 282923 + }, + "10": { + "Dice": 0.7410110302383996, + "FN": 25859, + "FP": 14456, + "IoU": 0.5885762687648614, + "TN": 65953191, + "TP": 57674, + "n_pred": 72130, + "n_ref": 83533 + }, + "11": { + "Dice": 0.01783301810321535, + "FN": 3604, + "FP": 31, + "IoU": 0.008996728462377318, + "TN": 66047512, + "TP": 33, + "n_pred": 64, + "n_ref": 3637 + }, + "12": { + "Dice": 0.6118721461187214, + "FN": 815, + "FP": 1990, + "IoU": 0.4407894736842105, + "TN": 66046164, + "TP": 2211, + "n_pred": 4201, + "n_ref": 3026 + }, + "13": { + "Dice": 0.8162461385358571, + "FN": 8256, + "FP": 9470, + "IoU": 0.6895404231469805, + "TN": 65994084, + "TP": 39370, + "n_pred": 48840, + "n_ref": 47626 + }, + "14": { + "Dice": 0.9203151276167438, + "FN": 3122, + "FP": 6497, + "IoU": 0.8523923518399166, + "TN": 65986014, + "TP": 55547, + "n_pred": 62044, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7149959589527565, + "FN": 9999, + "FP": 1638, + "IoU": 0.5564153388732179, + "TN": 66024946, + "TP": 14597, + "n_pred": 16235, + "n_ref": 24596 + }, + "2": { + "Dice": 0.852299443831713, + "FN": 35375, + "FP": 2256, + "IoU": 0.7426148216545262, + "TN": 65904975, + "TP": 108574, + "n_pred": 110830, + "n_ref": 143949 + }, + "3": { + "Dice": 0.8855558542616331, + "FN": 6948, + "FP": 31791, + "IoU": 0.7946166325589287, + "TN": 65862562, + "TP": 149879, + "n_pred": 181670, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8846724306334334, + "FN": 5073, + "FP": 1303, + "IoU": 0.793195160714865, + "TN": 66020349, + "TP": 24455, + "n_pred": 25758, + "n_ref": 29528 + }, + "5": { + "Dice": 0.7935777302865911, + "FN": 2738, + "FP": 1029, + "IoU": 0.6577943313953488, + "TN": 66040172, + "TP": 7241, + "n_pred": 8270, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9666896290327452, + "FN": 31345, + "FP": 37029, + "IoU": 0.9355268815582025, + "TN": 64990676, + "TP": 992130, + "n_pred": 1029159, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.8965606982816166, + "FN": 180738, + "FP": 2889, + "IoU": 0.8125147408519932, + "TN": 65071759, + "TP": 795794, + "n_pred": 798683, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9575567198792594, + "FN": 3260, + "FP": 3658, + "IoU": 0.9185696125052969, + "TN": 65966224, + "TP": 78038, + "n_pred": 81696, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8989922125515346, + "FN": 11210, + "FP": 2020, + "IoU": 0.8165175785313085, + "TN": 65979075, + "TP": 58875, + "n_pred": 60895, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9846383530428633, + "FN": 3274, + "FP": 1418, + "IoU": 0.9697415260795542, + "TN": 113317476, + "TP": 150372, + "n_pred": 151790, + "n_ref": 153646 + }, + "10": { + "Dice": 0.9073583580747293, + "FN": 6913, + "FP": 8127, + "IoU": 0.8304263019629509, + "TN": 113383847, + "TP": 73653, + "n_pred": 81780, + "n_ref": 80566 + }, + "11": { + "Dice": 0.7068687520154788, + "FN": 1038, + "FP": 780, + "IoU": 0.5466334164588529, + "TN": 113468530, + "TP": 2192, + "n_pred": 2972, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8684379412142216, + "FN": 700, + "FP": 325, + "IoU": 0.7674682395644283, + "TN": 113468132, + "TP": 3383, + "n_pred": 3708, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6633508200098592, + "FN": 31797, + "FP": 13958, + "IoU": 0.49627892639320076, + "TN": 113381706, + "TP": 45079, + "n_pred": 59037, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9728645158796126, + "FN": 11949, + "FP": 2089, + "IoU": 0.9471627948992035, + "TN": 113206856, + "TP": 251646, + "n_pred": 253735, + "n_ref": 263595 + }, + "15": { + "Dice": 0.606204238921002, + "FN": 6152, + "FP": 14286, + "IoU": 0.43493046531560176, + "TN": 113436371, + "TP": 15731, + "n_pred": 30017, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9117213388866933, + "FN": 7131, + "FP": 16099, + "IoU": 0.8377646015350556, + "TN": 113329353, + "TP": 119957, + "n_pred": 136056, + "n_ref": 127088 + }, + "3": { + "Dice": 0.8370644193982008, + "FN": 23157, + "FP": 14661, + "IoU": 0.7197857158734745, + "TN": 113337579, + "TP": 97143, + "n_pred": 111804, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8793328379159442, + "FN": 4468, + "FP": 2839, + "IoU": 0.7846512039138251, + "TN": 113438609, + "TP": 26624, + "n_pred": 29463, + "n_ref": 31092 + }, + "5": { + "Dice": 0.40698942576698754, + "FN": 24243, + "FP": 769, + "IoU": 0.25548444709034085, + "TN": 113438945, + "TP": 8583, + "n_pred": 9352, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9653081039189477, + "FN": 35071, + "FP": 44609, + "IoU": 0.9329425576590489, + "TN": 112284305, + "TP": 1108555, + "n_pred": 1153164, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.8885318270280533, + "FN": 30837, + "FP": 16129, + "IoU": 0.7994217456107758, + "TN": 113238387, + "TP": 187187, + "n_pred": 203316, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9202764862378477, + "FN": 29511, + "FP": 2553, + "IoU": 0.8523260580213423, + "TN": 113255413, + "TP": 185063, + "n_pred": 187616, + "n_ref": 214574 + }, + "9": { + "Dice": 0.901723845701353, + "FN": 15797, + "FP": 3917, + "IoU": 0.8210356222085043, + "TN": 113362384, + "TP": 90442, + "n_pred": 94359, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8347745209707965, + "FN": 3330, + "FP": 45700, + "IoU": 0.7164059969459997, + "TN": 75023840, + "TP": 123858, + "n_pred": 169558, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8406687441813793, + "FN": 24655, + "FP": 3926, + "IoU": 0.725132476125446, + "TN": 75092747, + "TP": 75400, + "n_pred": 79326, + "n_ref": 100055 + }, + "11": { + "Dice": 0.6407906558849955, + "FN": 1761, + "FP": 238, + "IoU": 0.4714436805922792, + "TN": 75192946, + "TP": 1783, + "n_pred": 2021, + "n_ref": 3544 + }, + "12": { + "Dice": 0.5862140343614158, + "FN": 1690, + "FP": 309, + "IoU": 0.41464128843338216, + "TN": 75193313, + "TP": 1416, + "n_pred": 1725, + "n_ref": 3106 + }, + "13": { + "Dice": 0.6089552817549948, + "FN": 23851, + "FP": 16488, + "IoU": 0.437768300161677, + "TN": 75124980, + "TP": 31409, + "n_pred": 47897, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9501049739509084, + "FN": 4760, + "FP": 8715, + "IoU": 0.904952352737866, + "TN": 75054957, + "TP": 128296, + "n_pred": 137011, + "n_ref": 133056 + }, + "15": { + "Dice": 0.8544499624852621, + "FN": 14024, + "FP": 6345, + "IoU": 0.7458861983357661, + "TN": 75116571, + "TP": 59788, + "n_pred": 66133, + "n_ref": 73812 + }, + "2": { + "Dice": 0.8683537210541062, + "FN": 5297, + "FP": 37460, + "IoU": 0.7673366998236946, + "TN": 75012956, + "TP": 141015, + "n_pred": 178475, + "n_ref": 146312 + }, + "3": { + "Dice": 0.8606348970336778, + "FN": 31751, + "FP": 5741, + "IoU": 0.7553635746724435, + "TN": 75043472, + "TP": 115764, + "n_pred": 121505, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9138325265217839, + "FN": 2782, + "FP": 1401, + "IoU": 0.841336671218328, + "TN": 75170364, + "TP": 22181, + "n_pred": 23582, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8313434884040072, + "FN": 1643, + "FP": 815, + "IoU": 0.7113668388914983, + "TN": 75188212, + "TP": 6058, + "n_pred": 6873, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9773515468568218, + "FN": 21621, + "FP": 35613, + "IoU": 0.9557062780008776, + "TN": 73904581, + "TP": 1234913, + "n_pred": 1270526, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9348914202712694, + "FN": 8928, + "FP": 10974, + "IoU": 0.8777428311669164, + "TN": 75033940, + "TP": 142886, + "n_pred": 153860, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9445111198197316, + "FN": 7614, + "FP": 1448, + "IoU": 0.8948565328877905, + "TN": 75110541, + "TP": 77125, + "n_pred": 78573, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8498767572603236, + "FN": 11549, + "FP": 11656, + "IoU": 0.7389440763199046, + "TN": 75107839, + "TP": 65684, + "n_pred": 77340, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9775641774856357, + "FN": 6749, + "FP": 2849, + "IoU": 0.9561129960036214, + "TN": 86709174, + "TP": 209100, + "n_pred": 211949, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7228727338701799, + "FN": 17032, + "FP": 22682, + "IoU": 0.5660146432083926, + "TN": 86836362, + "TP": 51796, + "n_pred": 74478, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6460998244293955, + "FN": 1302, + "FP": 109, + "IoU": 0.47721378288254906, + "TN": 86925173, + "TP": 1288, + "n_pred": 1397, + "n_ref": 2590 + }, + "12": { + "Dice": 0.7816069699903194, + "FN": 878, + "FP": 1378, + "IoU": 0.6415064357222311, + "TN": 86921579, + "TP": 4037, + "n_pred": 5415, + "n_ref": 4915 + }, + "13": { + "Dice": 0.5486718447393636, + "FN": 28447, + "FP": 15831, + "IoU": 0.3780480952916058, + "TN": 86856680, + "TP": 26914, + "n_pred": 42745, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8209137112852049, + "FN": 10190, + "FP": 21699, + "IoU": 0.6962286977147375, + "TN": 86822895, + "TP": 73088, + "n_pred": 94787, + "n_ref": 83278 + }, + "15": { + "Dice": 0.7659076170536029, + "FN": 59311, + "FP": 3860, + "IoU": 0.6206242155267157, + "TN": 86761359, + "TP": 103342, + "n_pred": 107202, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9058495395369008, + "FN": 17692, + "FP": 4452, + "IoU": 0.8279021690979319, + "TN": 86799201, + "TP": 106527, + "n_pred": 110979, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9252654438032829, + "FN": 12491, + "FP": 13010, + "IoU": 0.860924624102181, + "TN": 86744511, + "TP": 157860, + "n_pred": 170870, + "n_ref": 170351 + }, + "4": { + "Dice": 0.7950568601908249, + "FN": 5231, + "FP": 590, + "IoU": 0.6598293595137915, + "TN": 86910760, + "TP": 11291, + "n_pred": 11881, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8780447662936142, + "FN": 138, + "FP": 1344, + "IoU": 0.782602317735074, + "TN": 86921055, + "TP": 5335, + "n_pred": 6679, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9540677672122203, + "FN": 21943, + "FP": 89016, + "IoU": 0.9121697728630965, + "TN": 85664537, + "TP": 1152376, + "n_pred": 1241392, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.8899301765931243, + "FN": 197621, + "FP": 6602, + "IoU": 0.8016884684441484, + "TN": 85898063, + "TP": 825586, + "n_pred": 832188, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9503621332943156, + "FN": 2426, + "FP": 3002, + "IoU": 0.905419062554452, + "TN": 86870482, + "TP": 51962, + "n_pred": 54964, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8536919129525801, + "FN": 5843, + "FP": 9553, + "IoU": 0.7447316498930578, + "TN": 86867559, + "TP": 44917, + "n_pred": 54470, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6426354172612279, + "FN": 15280, + "FP": 66113, + "IoU": 0.47344348411137566, + "TN": 37595024, + "TP": 73183, + "n_pred": 139296, + "n_ref": 88463 + }, + "10": { + "Dice": 0.8114955786236063, + "FN": 17030, + "FP": 2582, + "IoU": 0.6827871769158607, + "TN": 37687774, + "TP": 42214, + "n_pred": 44796, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8471042471042471, + "FN": 394, + "FP": 398, + "IoU": 0.7347622237106497, + "TN": 37746614, + "TP": 2194, + "n_pred": 2592, + "n_ref": 2588 + }, + "12": { + "Dice": 0.035415970598062146, + "FN": 2864, + "FP": 23, + "IoU": 0.01802721088435374, + "TN": 37746660, + "TP": 53, + "n_pred": 76, + "n_ref": 2917 + }, + "13": { + "Dice": 0.6950775815944356, + "FN": 18903, + "FP": 3893, + "IoU": 0.5326581655664439, + "TN": 37700822, + "TP": 25982, + "n_pred": 29875, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3867107542119351, + "FN": 11858, + "FP": 268582, + "IoU": 0.23970329884833105, + "TN": 37380744, + "TP": 88416, + "n_pred": 356998, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 8148, + "IoU": 0.0, + "TN": 37741452, + "TP": 0, + "n_pred": 8148, + "n_ref": 0 + }, + "2": { + "Dice": 0.494870797329948, + "FN": 51895, + "FP": 46783, + "IoU": 0.3287895792946298, + "TN": 37602585, + "TP": 48337, + "n_pred": 95120, + "n_ref": 100232 + }, + "3": { + "Dice": 0.4448331838498543, + "FN": 58693, + "FP": 16204, + "IoU": 0.2860356710484924, + "TN": 37644697, + "TP": 30006, + "n_pred": 46210, + "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": 0.7908165927471954, + "FN": 2471, + "FP": 1538, + "IoU": 0.6540088029688444, + "TN": 37738013, + "TP": 7578, + "n_pred": 9116, + "n_ref": 10049 + }, + "6": { + "Dice": 0.902187500457958, + "FN": 126889, + "FP": 6601, + "IoU": 0.8218047260659812, + "TN": 37000478, + "TP": 615632, + "n_pred": 622233, + "n_ref": 742521 + }, + "7": { + "Dice": 0.9234963554741407, + "FN": 43815, + "FP": 6134, + "IoU": 0.8578664458501578, + "TN": 37398177, + "TP": 301474, + "n_pred": 307608, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9480143895041264, + "FN": 4166, + "FP": 3941, + "IoU": 0.901166689017031, + "TN": 37667573, + "TP": 73920, + "n_pred": 77861, + "n_ref": 78086 + }, + "9": { + "Dice": 0.870795020244447, + "FN": 8746, + "FP": 4912, + "IoU": 0.7711576160715782, + "TN": 37689917, + "TP": 46025, + "n_pred": 50937, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9601249837260774, + "FN": 13657, + "FP": 1657, + "IoU": 0.923308059815106, + "TN": 75707006, + "TP": 184368, + "n_pred": 186025, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9107133180397753, + "FN": 13275, + "FP": 6497, + "IoU": 0.8360639426903688, + "TN": 75786080, + "TP": 100836, + "n_pred": 107333, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7318840579710145, + "FN": 1211, + "FP": 1083, + "IoU": 0.5771428571428572, + "TN": 75901263, + "TP": 3131, + "n_pred": 4214, + "n_ref": 4342 + }, + "12": { + "Dice": 0.8415543926066139, + "FN": 805, + "FP": 618, + "IoU": 0.7264513648596693, + "TN": 75901486, + "TP": 3779, + "n_pred": 4397, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7851815625382076, + "FN": 12602, + "FP": 3211, + "IoU": 0.6463365539452496, + "TN": 75861976, + "TP": 28899, + "n_pred": 32110, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8503856220554877, + "FN": 1841, + "FP": 41031, + "IoU": 0.7397138017497313, + "TN": 75741977, + "TP": 121839, + "n_pred": 162870, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7208165844346154, + "FN": 80036, + "FP": 3030, + "IoU": 0.5634974434968129, + "TN": 75716389, + "TP": 107233, + "n_pred": 110263, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9265140769508576, + "FN": 15696, + "FP": 12384, + "IoU": 0.8630891724403575, + "TN": 75701591, + "TP": 177017, + "n_pred": 189401, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9408104416451661, + "FN": 15674, + "FP": 13966, + "IoU": 0.8882361369823757, + "TN": 75641486, + "TP": 235562, + "n_pred": 249528, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9222849494654838, + "FN": 3303, + "FP": 1226, + "IoU": 0.8557781103716205, + "TN": 75875285, + "TP": 26874, + "n_pred": 28100, + "n_ref": 30177 + }, + "5": { + "Dice": 0.890362466969138, + "FN": 700, + "FP": 1499, + "IoU": 0.8023903666427031, + "TN": 75895560, + "TP": 8929, + "n_pred": 10428, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9808612355607778, + "FN": 42400, + "FP": 22558, + "IoU": 0.9624412982666727, + "TN": 74177182, + "TP": 1664548, + "n_pred": 1687106, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.896889243630406, + "FN": 38884, + "FP": 15115, + "IoU": 0.8130545717658707, + "TN": 75617839, + "TP": 234850, + "n_pred": 249965, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9505892265223995, + "FN": 6001, + "FP": 2913, + "IoU": 0.9058313965772238, + "TN": 75812028, + "TP": 85746, + "n_pred": 88659, + "n_ref": 91747 + }, + "9": { + "Dice": 0.873093178253156, + "FN": 14015, + "FP": 4512, + "IoU": 0.7747696272702959, + "TN": 75824430, + "TP": 63731, + "n_pred": 68243, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9750528180285537, + "FN": 3668, + "FP": 1008, + "IoU": 0.9513200632964104, + "TN": 61291694, + "TP": 91380, + "n_pred": 92388, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8985650224215247, + "FN": 7920, + "FP": 7914, + "IoU": 0.8158130445403469, + "TN": 61301783, + "TP": 70133, + "n_pred": 78047, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8600405679513184, + "FN": 374, + "FP": 592, + "IoU": 0.7544483985765125, + "TN": 61383816, + "TP": 2968, + "n_pred": 3560, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8490037359900373, + "FN": 642, + "FP": 328, + "IoU": 0.7376251014335948, + "TN": 61384053, + "TP": 2727, + "n_pred": 3055, + "n_ref": 3369 + }, + "13": { + "Dice": 0.6298231406254082, + "FN": 15346, + "FP": 12994, + "IoU": 0.4596655798966615, + "TN": 61335301, + "TP": 24109, + "n_pred": 37103, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8221068834357389, + "FN": 1835, + "FP": 26133, + "IoU": 0.6979469290335123, + "TN": 61295157, + "TP": 64625, + "n_pred": 90758, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8847898900159156, + "FN": 5484, + "FP": 4216, + "IoU": 0.7933840287984323, + "TN": 61340803, + "TP": 37247, + "n_pred": 41463, + "n_ref": 42731 + }, + "2": { + "Dice": 0.8983810267698644, + "FN": 6645, + "FP": 21977, + "IoU": 0.8155097620873915, + "TN": 61232609, + "TP": 126519, + "n_pred": 148496, + "n_ref": 133164 + }, + "3": { + "Dice": 0.87788702173489, + "FN": 27857, + "FP": 1566, + "IoU": 0.7823517228115338, + "TN": 61252564, + "TP": 105763, + "n_pred": 107329, + "n_ref": 133620 + }, + "4": { + "Dice": 0.724996210398666, + "FN": 7019, + "FP": 2052, + "IoU": 0.5686227886627354, + "TN": 61366722, + "TP": 11957, + "n_pred": 14009, + "n_ref": 18976 + }, + "5": { + "Dice": 0.31826900023975063, + "FN": 22385, + "FP": 363, + "IoU": 0.18925083755078764, + "TN": 61359692, + "TP": 5310, + "n_pred": 5673, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9734768652118932, + "FN": 33952, + "FP": 18400, + "IoU": 0.9483243311538583, + "TN": 60374662, + "TP": 960736, + "n_pred": 979136, + "n_ref": 994688 + }, + "7": { + "Dice": 0.9091884203285493, + "FN": 24171, + "FP": 6985, + "IoU": 0.8334972210346302, + "TN": 61200630, + "TP": 155964, + "n_pred": 162949, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9136073314789038, + "FN": 37260, + "FP": 2277, + "IoU": 0.8409549861217266, + "TN": 61139160, + "TP": 209053, + "n_pred": 211330, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9047824213700991, + "FN": 11467, + "FP": 2898, + "IoU": 0.8261211644374509, + "TN": 61305135, + "TP": 68250, + "n_pred": 71148, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9793338077984817, + "FN": 3875, + "FP": 3791, + "IoU": 0.9595045033147566, + "TN": 39559495, + "TP": 181639, + "n_pred": 185430, + "n_ref": 185514 + }, + "10": { + "Dice": 0.8040900551295082, + "FN": 12670, + "FP": 6413, + "IoU": 0.6723667267576616, + "TN": 39690555, + "TP": 39162, + "n_pred": 45575, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7966976264189887, + "FN": 715, + "FP": 467, + "IoU": 0.6620926243567753, + "TN": 39745302, + "TP": 2316, + "n_pred": 2783, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8894846589216563, + "FN": 474, + "FP": 268, + "IoU": 0.8009656652360515, + "TN": 39745072, + "TP": 2986, + "n_pred": 3254, + "n_ref": 3460 + }, + "13": { + "Dice": 0.833589387177799, + "FN": 9628, + "FP": 4020, + "IoU": 0.7146620392632393, + "TN": 39700969, + "TP": 34183, + "n_pred": 38203, + "n_ref": 43811 + }, + "14": { + "Dice": 0.48775322054169884, + "FN": 13758, + "FP": 27358, + "IoU": 0.32253546654363907, + "TN": 39688109, + "TP": 19575, + "n_pred": 46933, + "n_ref": 33333 + }, + "15": { + "Dice": 0.9186222788187496, + "FN": 6269, + "FP": 1783, + "IoU": 0.8494925138787641, + "TN": 39695301, + "TP": 45447, + "n_pred": 47230, + "n_ref": 51716 + }, + "2": { + "Dice": 0.8775377784031834, + "FN": 5595, + "FP": 25735, + "IoU": 0.7817971612040506, + "TN": 39605218, + "TP": 112252, + "n_pred": 137987, + "n_ref": 117847 + }, + "3": { + "Dice": 0.8764154101117633, + "FN": 26922, + "FP": 3354, + "IoU": 0.7800172928670557, + "TN": 39611171, + "TP": 107353, + "n_pred": 110707, + "n_ref": 134275 + }, + "4": { + "Dice": 0.9163320387071292, + "FN": 2893, + "FP": 920, + "IoU": 0.8455837686793828, + "TN": 39724107, + "TP": 20880, + "n_pred": 21800, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8876259756005153, + "FN": 667, + "FP": 816, + "IoU": 0.7979564032697548, + "TN": 39741460, + "TP": 5857, + "n_pred": 6673, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9787133126761836, + "FN": 17978, + "FP": 21606, + "IoU": 0.9583139825711503, + "TN": 38799225, + "TP": 909991, + "n_pred": 931597, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9154752866436587, + "FN": 105661, + "FP": 10012, + "IoU": 0.8441257957234413, + "TN": 39006708, + "TP": 626419, + "n_pred": 636431, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9637537893765652, + "FN": 2006, + "FP": 1569, + "IoU": 0.930043245993386, + "TN": 39697697, + "TP": 47528, + "n_pred": 49097, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9147193787504412, + "FN": 2758, + "FP": 4490, + "IoU": 0.8428413452156378, + "TN": 39702681, + "TP": 38871, + "n_pred": 43361, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.950632275353823, + "FN": 6144, + "FP": 3288, + "IoU": 0.9059095806232792, + "TN": 101296364, + "TP": 90812, + "n_pred": 94100, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8607428290269817, + "FN": 17664, + "FP": 3280, + "IoU": 0.7555298759206732, + "TN": 101310937, + "TP": 64727, + "n_pred": 68007, + "n_ref": 82391 + }, + "11": { + "Dice": 0.7394396551724138, + "FN": 2098, + "FP": 320, + "IoU": 0.5865959993161224, + "TN": 101390759, + "TP": 3431, + "n_pred": 3751, + "n_ref": 5529 + }, + "12": { + "Dice": 0.6802767381195418, + "FN": 2226, + "FP": 593, + "IoU": 0.5154692334135442, + "TN": 101390790, + "TP": 2999, + "n_pred": 3592, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9057615551019165, + "FN": 5353, + "FP": 3926, + "IoU": 0.8277551929609623, + "TN": 101342737, + "TP": 44592, + "n_pred": 48518, + "n_ref": 49945 + }, + "14": { + "Dice": 0.973463822878735, + "FN": 5272, + "FP": 4012, + "IoU": 0.9482995773306677, + "TN": 101217035, + "TP": 170289, + "n_pred": 174301, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8949689737470167, + "FN": 3437, + "FP": 2064, + "IoU": 0.809903932545442, + "TN": 101367670, + "TP": 23437, + "n_pred": 25501, + "n_ref": 26874 + }, + "2": { + "Dice": 0.792210839133495, + "FN": 9529, + "FP": 80809, + "IoU": 0.6559181559181559, + "TN": 101134060, + "TP": 172210, + "n_pred": 253019, + "n_ref": 181739 + }, + "3": { + "Dice": 0.6631325109113737, + "FN": 83991, + "FP": 524, + "IoU": 0.4960345855694693, + "TN": 101228908, + "TP": 83185, + "n_pred": 83709, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8968303293971411, + "FN": 1488, + "FP": 504, + "IoU": 0.8129577464788732, + "TN": 101385958, + "TP": 8658, + "n_pred": 9162, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7293797905151617, + "FN": 14631, + "FP": 3093, + "IoU": 0.5740344636977577, + "TN": 101354999, + "TP": 23885, + "n_pred": 26978, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9799590229426491, + "FN": 46004, + "FP": 26986, + "IoU": 0.9607055451533609, + "TN": 99539094, + "TP": 1784524, + "n_pred": 1811510, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.8874740127811613, + "FN": 85578, + "FP": 9629, + "IoU": 0.7977108157264028, + "TN": 100925960, + "TP": 375441, + "n_pred": 385070, + "n_ref": 461019 + }, + "8": { + "Dice": 0.925243146649991, + "FN": 32301, + "FP": 3802, + "IoU": 0.8608860169311925, + "TN": 101137087, + "TP": 223418, + "n_pred": 227220, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9276324055143742, + "FN": 5402, + "FP": 7270, + "IoU": 0.8650321123880327, + "TN": 101302719, + "TP": 81217, + "n_pred": 88487, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8895663024804508, + "FN": 39132, + "FP": 5029, + "IoU": 0.8010980794869024, + "TN": 73661480, + "TP": 177863, + "n_pred": 182892, + "n_ref": 216995 + }, + "10": { + "Dice": 0.2588138402897296, + "FN": 63585, + "FP": 6612, + "IoU": 0.1486422568008441, + "TN": 73801051, + "TP": 12256, + "n_pred": 18868, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6481131225794831, + "FN": 2661, + "FP": 1246, + "IoU": 0.4794137241838774, + "TN": 73875999, + "TP": 3598, + "n_pred": 4844, + "n_ref": 6259 + }, + "12": { + "Dice": 0.3497047385856258, + "FN": 4327, + "FP": 188, + "IoU": 0.21190434630825625, + "TN": 73877775, + "TP": 1214, + "n_pred": 1402, + "n_ref": 5541 + }, + "13": { + "Dice": 0.004727613895285789, + "FN": 61045, + "FP": 20638, + "IoU": 0.002369407770191873, + "TN": 73801627, + "TP": 194, + "n_pred": 20832, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6827463769220219, + "FN": 11537, + "FP": 71737, + "IoU": 0.5183104946234072, + "TN": 73710625, + "TP": 89605, + "n_pred": 161342, + "n_ref": 101142 + }, + "15": { + "Dice": 0.500162417017519, + "FN": 142878, + "FP": 15613, + "IoU": 0.3334777196494356, + "TN": 73645716, + "TP": 79297, + "n_pred": 94910, + "n_ref": 222175 + }, + "2": { + "Dice": 0.6032633439567209, + "FN": 100949, + "FP": 17561, + "IoU": 0.4319091514829036, + "TN": 73674893, + "TP": 90101, + "n_pred": 107662, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6531359228938048, + "FN": 46919, + "FP": 102432, + "IoU": 0.4849308360032142, + "TN": 73593541, + "TP": 140612, + "n_pred": 243044, + "n_ref": 187531 + }, + "4": { + "Dice": 0.3146039734633185, + "FN": 38949, + "FP": 0, + "IoU": 0.18666471767457402, + "TN": 73835616, + "TP": 8939, + "n_pred": 8939, + "n_ref": 47888 + }, + "5": { + "Dice": 0.5939329430548164, + "FN": 8432, + "FP": 724, + "IoU": 0.42240726722180166, + "TN": 73867652, + "TP": 6696, + "n_pred": 7420, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7942413535773384, + "FN": 306032, + "FP": 416908, + "IoU": 0.6587067452792109, + "TN": 71765267, + "TP": 1395297, + "n_pred": 1812205, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.48692024364368897, + "FN": 70476, + "FP": 144743, + "IoU": 0.3218073876133635, + "TN": 73566162, + "TP": 102123, + "n_pred": 246866, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8806161745827985, + "FN": 10504, + "FP": 8189, + "IoU": 0.786697247706422, + "TN": 73795868, + "TP": 68943, + "n_pred": 77132, + "n_ref": 79447 + }, + "9": { + "Dice": 0.8136091783787676, + "FN": 11075, + "FP": 25170, + "IoU": 0.6857851253998665, + "TN": 73768153, + "TP": 79106, + "n_pred": 104276, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9684897794655832, + "FN": 4741, + "FP": 7141, + "IoU": 0.9389046857565957, + "TN": 69301293, + "TP": 182601, + "n_pred": 189742, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7966444472026109, + "FN": 12916, + "FP": 14937, + "IoU": 0.6620191724305303, + "TN": 69413366, + "TP": 54557, + "n_pred": 69494, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7869988011189556, + "FN": 507, + "FP": 1092, + "IoU": 0.6488029870415111, + "TN": 69491223, + "TP": 2954, + "n_pred": 4046, + "n_ref": 3461 + }, + "12": { + "Dice": 0.765673343103729, + "FN": 801, + "FP": 638, + "IoU": 0.6203166226912928, + "TN": 69491986, + "TP": 2351, + "n_pred": 2989, + "n_ref": 3152 + }, + "13": { + "Dice": 0.7848608627276333, + "FN": 21423, + "FP": 9494, + "IoU": 0.645902052409749, + "TN": 69408464, + "TP": 56395, + "n_pred": 65889, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9515516170607758, + "FN": 8543, + "FP": 5967, + "IoU": 0.9075807951491064, + "TN": 69338774, + "TP": 142492, + "n_pred": 148459, + "n_ref": 151035 + }, + "15": { + "Dice": 0.9186466883426935, + "FN": 13190, + "FP": 1122, + "IoU": 0.8495342627052713, + "TN": 69400658, + "TP": 80806, + "n_pred": 81928, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9210589277515892, + "FN": 7711, + "FP": 16705, + "IoU": 0.8536693536303976, + "TN": 69328921, + "TP": 142439, + "n_pred": 159144, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9228938629934818, + "FN": 22488, + "FP": 2590, + "IoU": 0.856827225549358, + "TN": 69320617, + "TP": 150081, + "n_pred": 152671, + "n_ref": 172569 + }, + "4": { + "Dice": 0.6035434519741338, + "FN": 19899, + "FP": 2724, + "IoU": 0.4321963707552142, + "TN": 69455933, + "TP": 17220, + "n_pred": 19944, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8589950490987172, + "FN": 3391, + "FP": 1764, + "IoU": 0.752840772882006, + "TN": 69474919, + "TP": 15702, + "n_pred": 17466, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9719933162191621, + "FN": 52715, + "FP": 27788, + "IoU": 0.9455126426263416, + "TN": 68018314, + "TP": 1396959, + "n_pred": 1424747, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9443193889422834, + "FN": 14299, + "FP": 20925, + "IoU": 0.8945123923381928, + "TN": 69161860, + "TP": 298692, + "n_pred": 319617, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8995679627783316, + "FN": 14248, + "FP": 2373, + "IoU": 0.8174679874365789, + "TN": 69404718, + "TP": 74437, + "n_pred": 76810, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9097306129603776, + "FN": 7712, + "FP": 6707, + "IoU": 0.8344090220037669, + "TN": 69408700, + "TP": 72657, + "n_pred": 79364, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9753009792910484, + "FN": 4421, + "FP": 5607, + "IoU": 0.951792633329808, + "TN": 50625534, + "TP": 197990, + "n_pred": 203597, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8929166271716611, + "FN": 9899, + "FP": 5917, + "IoU": 0.8065486747312157, + "TN": 50751795, + "TP": 65941, + "n_pred": 71858, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8483712209983595, + "FN": 1299, + "FP": 642, + "IoU": 0.7366707366707367, + "TN": 50826181, + "TP": 5430, + "n_pred": 6072, + "n_ref": 6729 + }, + "12": { + "Dice": 0.3374507227332457, + "FN": 5015, + "FP": 27, + "IoU": 0.20297186215618085, + "TN": 50827226, + "TP": 1284, + "n_pred": 1311, + "n_ref": 6299 + }, + "13": { + "Dice": 0.6684600905879623, + "FN": 9375, + "FP": 29200, + "IoU": 0.5020203193782838, + "TN": 50756089, + "TP": 38888, + "n_pred": 68088, + "n_ref": 48263 + }, + "14": { + "Dice": 0.5705462449372276, + "FN": 26719, + "FP": 9438, + "IoU": 0.39913585375986704, + "TN": 50773377, + "TP": 24018, + "n_pred": 33456, + "n_ref": 50737 + }, + "15": { + "Dice": 0.840484697840609, + "FN": 7705, + "FP": 2563, + "IoU": 0.7248586510892575, + "TN": 50796233, + "TP": 27051, + "n_pred": 29614, + "n_ref": 34756 + }, + "2": { + "Dice": 0.8223171020277986, + "FN": 12249, + "FP": 74104, + "IoU": 0.6982500157246989, + "TN": 50547378, + "TP": 199821, + "n_pred": 273925, + "n_ref": 212070 + }, + "3": { + "Dice": 0.7541873986184774, + "FN": 78995, + "FP": 1927, + "IoU": 0.6053778857126138, + "TN": 50628490, + "TP": 124140, + "n_pred": 126067, + "n_ref": 203135 + }, + "4": { + "Dice": 0.9039425086609213, + "FN": 2179, + "FP": 1176, + "IoU": 0.8247218013687895, + "TN": 50814411, + "TP": 15786, + "n_pred": 16962, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8569562910664, + "FN": 2345, + "FP": 1160, + "IoU": 0.7497143673236218, + "TN": 50819548, + "TP": 10499, + "n_pred": 11659, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9802829096888565, + "FN": 31747, + "FP": 55330, + "IoU": 0.9613283125320036, + "TN": 48581853, + "TP": 2164622, + "n_pred": 2219952, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.9450602933188484, + "FN": 10881, + "FP": 14405, + "IoU": 0.8958429447044092, + "TN": 50590784, + "TP": 217482, + "n_pred": 231887, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9601443381298156, + "FN": 5538, + "FP": 2547, + "IoU": 0.9233438575532611, + "TN": 50728081, + "TP": 97386, + "n_pred": 99933, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9092950574006374, + "FN": 12269, + "FP": 8250, + "IoU": 0.8336764801245056, + "TN": 50710184, + "TP": 102849, + "n_pred": 111099, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9715319245014724, + "FN": 9716, + "FP": 2136, + "IoU": 0.9446398460453362, + "TN": 76670771, + "TP": 202237, + "n_pred": 204373, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7751752733948438, + "FN": 15978, + "FP": 12434, + "IoU": 0.6328866951791505, + "TN": 76807467, + "TP": 48981, + "n_pred": 61415, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7698173153296267, + "FN": 451, + "FP": 998, + "IoU": 0.6257747933884298, + "TN": 76880988, + "TP": 2423, + "n_pred": 3421, + "n_ref": 2874 + }, + "12": { + "Dice": 0.7919347919347919, + "FN": 763, + "FP": 207, + "IoU": 0.6555397727272727, + "TN": 76882044, + "TP": 1846, + "n_pred": 2053, + "n_ref": 2609 + }, + "13": { + "Dice": 0.6331380850200081, + "FN": 15490, + "FP": 16139, + "IoU": 0.4632055938359187, + "TN": 76825938, + "TP": 27293, + "n_pred": 43432, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9199651496266896, + "FN": 5484, + "FP": 7744, + "IoU": 0.8517920966242031, + "TN": 76795607, + "TP": 76025, + "n_pred": 83769, + "n_ref": 81509 + }, + "15": { + "Dice": 0.7064770932069511, + "FN": 16537, + "FP": 2972, + "IoU": 0.5461651196873474, + "TN": 76841873, + "TP": 23478, + "n_pred": 26450, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9390006949467444, + "FN": 4585, + "FP": 8318, + "IoU": 0.8850153722764337, + "TN": 76772645, + "TP": 99312, + "n_pred": 107630, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9390448926480156, + "FN": 7203, + "FP": 4508, + "IoU": 0.8850938990168566, + "TN": 76782942, + "TP": 90207, + "n_pred": 94715, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9403538155553229, + "FN": 2424, + "FP": 425, + "IoU": 0.8874224522859288, + "TN": 76859553, + "TP": 22458, + "n_pred": 22883, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8692416837458615, + "FN": 1971, + "FP": 2176, + "IoU": 0.7687245552395293, + "TN": 76866929, + "TP": 13784, + "n_pred": 15960, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9706082536779254, + "FN": 27278, + "FP": 39570, + "IoU": 0.9428949252272739, + "TN": 75714246, + "TP": 1103766, + "n_pred": 1143336, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.8564621250269765, + "FN": 12335, + "FP": 37548, + "IoU": 0.7489582494564779, + "TN": 76686156, + "TP": 148821, + "n_pred": 186369, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9583943571320676, + "FN": 4342, + "FP": 1993, + "IoU": 0.9201124856555568, + "TN": 76805561, + "TP": 72964, + "n_pred": 74957, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9233437231731838, + "FN": 11636, + "FP": 1669, + "IoU": 0.8576030651997089, + "TN": 76791424, + "TP": 80131, + "n_pred": 81800, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8874708911684431, + "FN": 18246, + "FP": 8718, + "IoU": 0.7977057715824775, + "TN": 130866641, + "TP": 106327, + "n_pred": 115045, + "n_ref": 124573 + }, + "10": { + "Dice": 0.6299023032361382, + "FN": 28259, + "FP": 6176, + "IoU": 0.45974991763284645, + "TN": 130936193, + "TP": 29304, + "n_pred": 35480, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7062991254289827, + "FN": 2378, + "FP": 275, + "IoU": 0.5459524217011809, + "TN": 130994089, + "TP": 3190, + "n_pred": 3465, + "n_ref": 5568 + }, + "12": { + "Dice": 0.5289701636188643, + "FN": 4554, + "FP": 340, + "IoU": 0.3595917299136352, + "TN": 130992290, + "TP": 2748, + "n_pred": 3088, + "n_ref": 7302 + }, + "13": { + "Dice": 0.23389502967752895, + "FN": 67403, + "FP": 4748, + "IoU": 0.1324355197498948, + "TN": 130916767, + "TP": 11014, + "n_pred": 15762, + "n_ref": 78417 + }, + "14": { + "Dice": 0.16017272650079045, + "FN": 862184, + "FP": 18065, + "IoU": 0.08705856729482778, + "TN": 130035742, + "TP": 83941, + "n_pred": 102006, + "n_ref": 946125 + }, + "15": { + "Dice": 0.032295532946159555, + "FN": 23461, + "FP": 87346, + "IoU": 0.016412796477773044, + "TN": 130887276, + "TP": 1849, + "n_pred": 89195, + "n_ref": 25310 + }, + "2": { + "Dice": 0.8674961622364062, + "FN": 47063, + "FP": 5417, + "IoU": 0.7659984304772776, + "TN": 130775660, + "TP": 171792, + "n_pred": 177209, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9218823952514322, + "FN": 11324, + "FP": 34725, + "IoU": 0.8550851884720203, + "TN": 130682166, + "TP": 271717, + "n_pred": 306442, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 1447, + "IoU": 0.0, + "TN": 130996205, + "TP": 0, + "n_pred": 1447, + "n_ref": 2280 + }, + "5": { + "Dice": 0.7403377480183152, + "FN": 8682, + "FP": 1866, + "IoU": 0.5877271838968146, + "TN": 130974347, + "TP": 15037, + "n_pred": 16903, + "n_ref": 23719 + }, + "6": { + "Dice": 0.964692879356216, + "FN": 34594, + "FP": 70696, + "IoU": 0.9317939190414742, + "TN": 129456228, + "TP": 1438414, + "n_pred": 1509110, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.6577459991446403, + "FN": 75649, + "FP": 57994, + "IoU": 0.4900309469932573, + "TN": 130737871, + "TP": 128418, + "n_pred": 186412, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9521061238746964, + "FN": 6090, + "FP": 5976, + "IoU": 0.9085902165925499, + "TN": 130867933, + "TP": 119933, + "n_pred": 125909, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7560662441218565, + "FN": 10995, + "FP": 18832, + "IoU": 0.6078026587421599, + "TN": 130923881, + "TP": 46224, + "n_pred": 65056, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9599451945506734, + "FN": 2068, + "FP": 2551, + "IoU": 0.9229755869797225, + "TN": 74366730, + "TP": 55349, + "n_pred": 57900, + "n_ref": 57417 + }, + "10": { + "Dice": 0.6300959583706319, + "FN": 41117, + "FP": 3098, + "IoU": 0.4599562737410379, + "TN": 74344825, + "TP": 37658, + "n_pred": 40756, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7161464733349717, + "FN": 931, + "FP": 224, + "IoU": 0.5578101071975498, + "TN": 74424086, + "TP": 1457, + "n_pred": 1681, + "n_ref": 2388 + }, + "12": { + "Dice": 0.7010820559062219, + "FN": 902, + "FP": 424, + "IoU": 0.5397431447414093, + "TN": 74423817, + "TP": 1555, + "n_pred": 1979, + "n_ref": 2457 + }, + "13": { + "Dice": 0.3078859857482185, + "FN": 83884, + "FP": 3530, + "IoU": 0.18195345180942754, + "TN": 74319841, + "TP": 19443, + "n_pred": 22973, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9165115846991206, + "FN": 20440, + "FP": 6971, + "IoU": 0.8458896022848661, + "TN": 74248832, + "TP": 150455, + "n_pred": 157426, + "n_ref": 170895 + }, + "15": { + "Dice": 0.7229003359462486, + "FN": 9307, + "FP": 591, + "IoU": 0.5660484896312858, + "TN": 74403889, + "TP": 12911, + "n_pred": 13502, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9404830753529512, + "FN": 8171, + "FP": 5825, + "IoU": 0.8876527155677567, + "TN": 74302120, + "TP": 110582, + "n_pred": 116407, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9497299287994108, + "FN": 7409, + "FP": 5695, + "IoU": 0.9042721056630237, + "TN": 74289810, + "TP": 123784, + "n_pred": 129479, + "n_ref": 131193 + }, + "4": { + "Dice": 0.7505932510155653, + "FN": 11798, + "FP": 604, + "IoU": 0.6007597218645377, + "TN": 74395634, + "TP": 18662, + "n_pred": 19266, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9677333700702371, + "FN": 16524, + "FP": 41562, + "IoU": 0.9374839232535137, + "TN": 73497561, + "TP": 871051, + "n_pred": 912613, + "n_ref": 887575 + }, + "7": { + "Dice": 0.7155238145567374, + "FN": 55734, + "FP": 19630, + "IoU": 0.5570549478967692, + "TN": 74256555, + "TP": 94779, + "n_pred": 114409, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9390274686187667, + "FN": 2312, + "FP": 3002, + "IoU": 0.8850629406929965, + "TN": 74380464, + "TP": 40920, + "n_pred": 43922, + "n_ref": 43232 + }, + "9": { + "Dice": 0.7955321506078036, + "FN": 7562, + "FP": 5911, + "IoU": 0.6604843383816748, + "TN": 74387015, + "TP": 26210, + "n_pred": 32121, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9668461340721487, + "FN": 5000, + "FP": 4286, + "IoU": 0.9358200805877515, + "TN": 106502001, + "TP": 135401, + "n_pred": 139687, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8717318774643615, + "FN": 13120, + "FP": 12254, + "IoU": 0.7726282964595822, + "TN": 106535091, + "TP": 86223, + "n_pred": 98477, + "n_ref": 99343 + }, + "11": { + "Dice": 0.6167672042348886, + "FN": 2146, + "FP": 967, + "IoU": 0.4458882164471342, + "TN": 106641070, + "TP": 2505, + "n_pred": 3472, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8086862885857861, + "FN": 964, + "FP": 1168, + "IoU": 0.678818921361856, + "TN": 106640050, + "TP": 4506, + "n_pred": 5674, + "n_ref": 5470 + }, + "13": { + "Dice": 0.7034705504134455, + "FN": 17420, + "FP": 2411, + "IoU": 0.5425796927619135, + "TN": 106603334, + "TP": 23523, + "n_pred": 25934, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9533997431536566, + "FN": 1584, + "FP": 5129, + "IoU": 0.9109492730552903, + "TN": 106571304, + "TP": 68671, + "n_pred": 73800, + "n_ref": 70255 + }, + "15": { + "Dice": 0.5872690511050687, + "FN": 5503, + "FP": 24096, + "IoU": 0.4156977318040942, + "TN": 106596031, + "TP": 21058, + "n_pred": 45154, + "n_ref": 26561 + }, + "2": { + "Dice": 0.7044816154206711, + "FN": 83719, + "FP": 2656, + "IoU": 0.5437835725113427, + "TN": 106457359, + "TP": 102954, + "n_pred": 105610, + "n_ref": 186673 + }, + "3": { + "Dice": 0.7700513932491427, + "FN": 4178, + "FP": 83205, + "IoU": 0.6260842030492475, + "TN": 106412991, + "TP": 146314, + "n_pred": 229519, + "n_ref": 150492 + }, + "4": { + "Dice": 0.9003105901212304, + "FN": 1097, + "FP": 893, + "IoU": 0.8186953352769679, + "TN": 106635712, + "TP": 8986, + "n_pred": 9879, + "n_ref": 10083 + }, + "5": { + "Dice": 0.8214561075008261, + "FN": 713, + "FP": 908, + "IoU": 0.6970093457943926, + "TN": 106641338, + "TP": 3729, + "n_pred": 4637, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9773516153549144, + "FN": 31015, + "FP": 26528, + "IoU": 0.9557064089961952, + "TN": 105347561, + "TP": 1241584, + "n_pred": 1268112, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9458597711162069, + "FN": 25210, + "FP": 10465, + "IoU": 0.8972807840924142, + "TN": 106299382, + "TP": 311631, + "n_pred": 322096, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9564148301862656, + "FN": 3741, + "FP": 2392, + "IoU": 0.9164703158410852, + "TN": 106573265, + "TP": 67290, + "n_pred": 69682, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9074096875076954, + "FN": 11386, + "FP": 3654, + "IoU": 0.8305122946201177, + "TN": 106557950, + "TP": 73698, + "n_pred": 77352, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9660383073144716, + "FN": 8025, + "FP": 2291, + "IoU": 0.934307638424555, + "TN": 107969893, + "TP": 146719, + "n_pred": 149010, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8723335674076462, + "FN": 5364, + "FP": 16816, + "IoU": 0.7735741192564084, + "TN": 108028971, + "TP": 75777, + "n_pred": 92593, + "n_ref": 81141 + }, + "11": { + "Dice": 0.8119243007871378, + "FN": 613, + "FP": 510, + "IoU": 0.6833944178178742, + "TN": 108123381, + "TP": 2424, + "n_pred": 2934, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7889013873265842, + "FN": 818, + "FP": 871, + "IoU": 0.6513931888544892, + "TN": 108122083, + "TP": 3156, + "n_pred": 4027, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7845947625787223, + "FN": 25035, + "FP": 3730, + "IoU": 0.6455416995268138, + "TN": 108045776, + "TP": 52387, + "n_pred": 56117, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8610352946689002, + "FN": 3141, + "FP": 8722, + "IoU": 0.7559806644039906, + "TN": 108078313, + "TP": 36752, + "n_pred": 45474, + "n_ref": 39893 + }, + "15": { + "Dice": 0.7971239025940492, + "FN": 7165, + "FP": 3049, + "IoU": 0.6626816380449141, + "TN": 108096648, + "TP": 20066, + "n_pred": 23115, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9499600859357838, + "FN": 13087, + "FP": 5593, + "IoU": 0.9046895010485175, + "TN": 107930937, + "TP": 177311, + "n_pred": 182904, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9631674198995015, + "FN": 9708, + "FP": 4864, + "IoU": 0.9289517308629937, + "TN": 107921828, + "TP": 190528, + "n_pred": 195392, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9493250515051813, + "FN": 2436, + "FP": 860, + "IoU": 0.903538294945711, + "TN": 108092759, + "TP": 30873, + "n_pred": 31733, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8806125097326758, + "FN": 484, + "FP": 436, + "IoU": 0.7866913980987712, + "TN": 108122615, + "TP": 3393, + "n_pred": 3829, + "n_ref": 3877 + }, + "6": { + "Dice": 0.981147492749359, + "FN": 20482, + "FP": 35583, + "IoU": 0.9629926665214492, + "TN": 106611958, + "TP": 1458905, + "n_pred": 1494488, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9177802042675386, + "FN": 28183, + "FP": 12704, + "IoU": 0.8480534249018908, + "TN": 107857840, + "TP": 228201, + "n_pred": 240905, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9544372232127452, + "FN": 1684, + "FP": 2277, + "IoU": 0.9128454497447632, + "TN": 108081480, + "TP": 41487, + "n_pred": 43764, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9215130646808791, + "FN": 5804, + "FP": 3724, + "IoU": 0.8544499098713758, + "TN": 108061466, + "TP": 55934, + "n_pred": 59658, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9169967214131252, + "FN": 6183, + "FP": 15235, + "IoU": 0.8467164777281576, + "TN": 62430432, + "TP": 118310, + "n_pred": 133545, + "n_ref": 124493 + }, + "10": { + "Dice": 0.7935014171652989, + "FN": 16312, + "FP": 5982, + "IoU": 0.6576894730377103, + "TN": 62505032, + "TP": 42834, + "n_pred": 48816, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6863659927423535, + "FN": 728, + "FP": 482, + "IoU": 0.5224940805051302, + "TN": 62567626, + "TP": 1324, + "n_pred": 1806, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7753990842717485, + "FN": 1134, + "FP": 681, + "IoU": 0.6331851253031527, + "TN": 62565212, + "TP": 3133, + "n_pred": 3814, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8342476147827493, + "FN": 8176, + "FP": 5149, + "IoU": 0.7156302018865509, + "TN": 62523302, + "TP": 33533, + "n_pred": 38682, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9235423725227663, + "FN": 48870, + "FP": 1724, + "IoU": 0.8579458670260557, + "TN": 62214000, + "TP": 305566, + "n_pred": 307290, + "n_ref": 354436 + }, + "15": { + "Dice": 0.5667698137038206, + "FN": 46465, + "FP": 22137, + "IoU": 0.39544925799287955, + "TN": 62456684, + "TP": 44874, + "n_pred": 67011, + "n_ref": 91339 + }, + "2": { + "Dice": 0.8500466456622854, + "FN": 38992, + "FP": 6175, + "IoU": 0.7392009792882838, + "TN": 62396973, + "TP": 128020, + "n_pred": 134195, + "n_ref": 167012 + }, + "3": { + "Dice": 0.896318339100346, + "FN": 5891, + "FP": 39055, + "IoU": 0.8121167279065976, + "TN": 62330937, + "TP": 194277, + "n_pred": 233332, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9229183570535734, + "FN": 2437, + "FP": 1078, + "IoU": 0.8568694519097646, + "TN": 62545602, + "TP": 21043, + "n_pred": 22121, + "n_ref": 23480 + }, + "5": { + "Dice": 0.6483560226096649, + "FN": 4103, + "FP": 314, + "IoU": 0.47967958534574157, + "TN": 62561671, + "TP": 4072, + "n_pred": 4386, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9710949008552703, + "FN": 59669, + "FP": 23548, + "IoU": 0.9438138674426692, + "TN": 61089065, + "TP": 1397878, + "n_pred": 1421426, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8410411272679219, + "FN": 15558, + "FP": 49398, + "IoU": 0.7256867754809012, + "TN": 62333365, + "TP": 171839, + "n_pred": 221237, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9410104232091063, + "FN": 3452, + "FP": 4907, + "IoU": 0.8885927150111287, + "TN": 62495129, + "TP": 66672, + "n_pred": 71579, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8304175329332619, + "FN": 3862, + "FP": 14817, + "IoU": 0.7100119541086427, + "TN": 62505747, + "TP": 45734, + "n_pred": 60551, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8711577665147909, + "FN": 56144, + "FP": 10281, + "IoU": 0.7717267663038809, + "TN": 55090259, + "TP": 224564, + "n_pred": 234845, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8703489983945945, + "FN": 9073, + "FP": 11036, + "IoU": 0.770458307174248, + "TN": 55293643, + "TP": 67496, + "n_pred": 78532, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7488662826326756, + "FN": 1272, + "FP": 777, + "IoU": 0.5985501567398119, + "TN": 55376144, + "TP": 3055, + "n_pred": 3832, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7987526450606972, + "FN": 1142, + "FP": 665, + "IoU": 0.6649360281846839, + "TN": 55375855, + "TP": 3586, + "n_pred": 4251, + "n_ref": 4728 + }, + "13": { + "Dice": 0.6553795486698982, + "FN": 26613, + "FP": 3105, + "IoU": 0.4874085828618739, + "TN": 55323272, + "TP": 28258, + "n_pred": 31363, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9354773807128597, + "FN": 4520, + "FP": 7987, + "IoU": 0.8787764240644355, + "TN": 55278075, + "TP": 90666, + "n_pred": 98653, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8676698754736788, + "FN": 12642, + "FP": 10301, + "IoU": 0.7662693561532192, + "TN": 55283088, + "TP": 75217, + "n_pred": 85518, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9360166078781097, + "FN": 19300, + "FP": 4771, + "IoU": 0.8797285886309015, + "TN": 55181109, + "TP": 176068, + "n_pred": 180839, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9416602263577831, + "FN": 9042, + "FP": 12623, + "IoU": 0.889752279758997, + "TN": 55184736, + "TP": 174847, + "n_pred": 187470, + "n_ref": 183889 + }, + "4": { + "Dice": 0.7872840807720379, + "FN": 2555, + "FP": 68, + "IoU": 0.6491908519459676, + "TN": 55373771, + "TP": 4854, + "n_pred": 4922, + "n_ref": 7409 + }, + "5": { + "Dice": 0.8395604395604396, + "FN": 1438, + "FP": 168, + "IoU": 0.7234848484848485, + "TN": 55375440, + "TP": 4202, + "n_pred": 4370, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9703680120432233, + "FN": 34296, + "FP": 55147, + "IoU": 0.9424415940775519, + "TN": 53827296, + "TP": 1464509, + "n_pred": 1519656, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9117136122955534, + "FN": 22267, + "FP": 7362, + "IoU": 0.837751553815404, + "TN": 55198633, + "TP": 152986, + "n_pred": 160348, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9570319495212312, + "FN": 1626, + "FP": 2453, + "IoU": 0.9176042823957176, + "TN": 55331743, + "TP": 45426, + "n_pred": 47879, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8871171804398031, + "FN": 6742, + "FP": 4500, + "IoU": 0.7971344016168616, + "TN": 55325832, + "TP": 44174, + "n_pred": 48674, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9713815068541574, + "FN": 13941, + "FP": 2251, + "IoU": 0.9443554761332005, + "TN": 110855625, + "TP": 274798, + "n_pred": 277049, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8553941662025245, + "FN": 13931, + "FP": 9176, + "IoU": 0.7473264078731547, + "TN": 111055165, + "TP": 68343, + "n_pred": 77519, + "n_ref": 82274 + }, + "11": { + "Dice": 0.792595391008689, + "FN": 487, + "FP": 1160, + "IoU": 0.6564455569461827, + "TN": 111141821, + "TP": 3147, + "n_pred": 4307, + "n_ref": 3634 + }, + "12": { + "Dice": 0.8368364802280014, + "FN": 755, + "FP": 161, + "IoU": 0.7194486983154671, + "TN": 111143350, + "TP": 2349, + "n_pred": 2510, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8103137490530056, + "FN": 16067, + "FP": 5716, + "IoU": 0.6811155028546333, + "TN": 111078305, + "TP": 46527, + "n_pred": 52243, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8942427327225427, + "FN": 5539, + "FP": 2876, + "IoU": 0.8087152209492635, + "TN": 111102623, + "TP": 35577, + "n_pred": 38453, + "n_ref": 41116 + }, + "15": { + "Dice": 0.42422521883132247, + "FN": 7432, + "FP": 41244, + "IoU": 0.2692169108815758, + "TN": 111080007, + "TP": 17932, + "n_pred": 59176, + "n_ref": 25364 + }, + "2": { + "Dice": 0.8752972908940141, + "FN": 11803, + "FP": 29252, + "IoU": 0.7782476949751268, + "TN": 110961476, + "TP": 144084, + "n_pred": 173336, + "n_ref": 155887 + }, + "3": { + "Dice": 0.8972937465419605, + "FN": 41031, + "FP": 5562, + "IoU": 0.8137196499322333, + "TN": 110896492, + "TP": 203530, + "n_pred": 209092, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9130192050022331, + "FN": 2484, + "FP": 632, + "IoU": 0.8399589111453518, + "TN": 111127145, + "TP": 16354, + "n_pred": 16986, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8004851425106125, + "FN": 147, + "FP": 2156, + "IoU": 0.6673407482305359, + "TN": 111139692, + "TP": 4620, + "n_pred": 6776, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9820678191324526, + "FN": 19670, + "FP": 38196, + "IoU": 0.9647674349930376, + "TN": 109504214, + "TP": 1584535, + "n_pred": 1622731, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.4530977509851132, + "FN": 266071, + "FP": 5822, + "IoU": 0.29290651770249815, + "TN": 110762093, + "TP": 112629, + "n_pred": 118451, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9471649247273553, + "FN": 3383, + "FP": 5226, + "IoU": 0.8996327601282424, + "TN": 111060840, + "TP": 77166, + "n_pred": 82392, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9095586928251331, + "FN": 7244, + "FP": 2423, + "IoU": 0.8341198071280265, + "TN": 111088338, + "TP": 48610, + "n_pred": 51033, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9744340792451229, + "FN": 6911, + "FP": 3336, + "IoU": 0.9501428036219085, + "TN": 96915498, + "TP": 195280, + "n_pred": 198616, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8890958323185146, + "FN": 12343, + "FP": 3139, + "IoU": 0.8003353108073252, + "TN": 97043485, + "TP": 62058, + "n_pred": 65197, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7673410404624278, + "FN": 1257, + "FP": 353, + "IoU": 0.6225087924970691, + "TN": 97116760, + "TP": 2655, + "n_pred": 3008, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7012032085561497, + "FN": 2136, + "FP": 546, + "IoU": 0.5398867730313948, + "TN": 97115196, + "TP": 3147, + "n_pred": 3693, + "n_ref": 5283 + }, + "13": { + "Dice": 0.7983840025278173, + "FN": 15997, + "FP": 1869, + "IoU": 0.6644252441773103, + "TN": 97067785, + "TP": 35374, + "n_pred": 37243, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9473660258865557, + "FN": 8402, + "FP": 5477, + "IoU": 0.8999956767350703, + "TN": 96982241, + "TP": 124905, + "n_pred": 130382, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8705895832885757, + "FN": 7714, + "FP": 10357, + "IoU": 0.7708354468905346, + "TN": 97042169, + "TP": 60785, + "n_pred": 71142, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9378630750032273, + "FN": 14829, + "FP": 5387, + "IoU": 0.8829963942794636, + "TN": 96948244, + "TP": 152565, + "n_pred": 157952, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9454379645251014, + "FN": 12500, + "FP": 11432, + "IoU": 0.8965219045642436, + "TN": 96889749, + "TP": 207344, + "n_pred": 218776, + "n_ref": 219844 + }, + "4": { + "Dice": 0.9189813443885105, + "FN": 1716, + "FP": 1020, + "IoU": 0.8501068317536843, + "TN": 97102772, + "TP": 15517, + "n_pred": 16537, + "n_ref": 17233 + }, + "5": { + "Dice": 0.6544375283399976, + "FN": 4520, + "FP": 3863, + "IoU": 0.4863672569082777, + "TN": 97104704, + "TP": 7938, + "n_pred": 11801, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9829859789646664, + "FN": 27630, + "FP": 26374, + "IoU": 0.9665412262104054, + "TN": 95506979, + "TP": 1560042, + "n_pred": 1586416, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.8855402875757155, + "FN": 55938, + "FP": 14073, + "IoU": 0.7945915654944578, + "TN": 96780187, + "TP": 270827, + "n_pred": 284900, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9546665588141617, + "FN": 5691, + "FP": 3276, + "IoU": 0.9132651087208853, + "TN": 97017641, + "TP": 94417, + "n_pred": 97693, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9309497904794735, + "FN": 9024, + "FP": 3796, + "IoU": 0.8708195201579992, + "TN": 97021784, + "TP": 86421, + "n_pred": 90217, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9729592203867228, + "FN": 7839, + "FP": 2683, + "IoU": 0.9473423448220639, + "TN": 78856586, + "TP": 189297, + "n_pred": 191980, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8279808271736666, + "FN": 18129, + "FP": 12986, + "IoU": 0.7064567255985962, + "TN": 78950407, + "TP": 74883, + "n_pred": 87869, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7541984732824427, + "FN": 786, + "FP": 663, + "IoU": 0.6053921568627451, + "TN": 79052733, + "TP": 2223, + "n_pred": 2886, + "n_ref": 3009 + }, + "12": { + "Dice": 0.6892478721556367, + "FN": 1020, + "FP": 769, + "IoU": 0.5258415054333422, + "TN": 79052632, + "TP": 1984, + "n_pred": 2753, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7227890846034498, + "FN": 25877, + "FP": 4497, + "IoU": 0.5659120791173612, + "TN": 78986433, + "TP": 39598, + "n_pred": 44095, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6740959130129021, + "FN": 12956, + "FP": 11142, + "IoU": 0.5084047327621379, + "TN": 79007385, + "TP": 24922, + "n_pred": 36064, + "n_ref": 37878 + }, + "15": { + "Dice": 0.5464319622283236, + "FN": 17237, + "FP": 18115, + "IoU": 0.37592458559146996, + "TN": 78999758, + "TP": 21295, + "n_pred": 39410, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9471534561262813, + "FN": 4682, + "FP": 7377, + "IoU": 0.8996120675302188, + "TN": 78936281, + "TP": 108065, + "n_pred": 115442, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9401048671778977, + "FN": 7797, + "FP": 6676, + "IoU": 0.8869791341288187, + "TN": 78928349, + "TP": 113583, + "n_pred": 120259, + "n_ref": 121380 + }, + "4": { + "Dice": 0.820627802690583, + "FN": 1711, + "FP": 1249, + "IoU": 0.6958174904942965, + "TN": 79046674, + "TP": 6771, + "n_pred": 8020, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8698495748855462, + "FN": 303, + "FP": 1090, + "IoU": 0.7696759259259259, + "TN": 79050357, + "TP": 4655, + "n_pred": 5745, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9740097220716325, + "FN": 25060, + "FP": 43976, + "IoU": 0.9493362101230708, + "TN": 77693775, + "TP": 1293594, + "n_pred": 1337570, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.8962224755629129, + "FN": 84435, + "FP": 5776, + "IoU": 0.8119593448145045, + "TN": 78576663, + "TP": 389531, + "n_pred": 395307, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9438750155298795, + "FN": 1138, + "FP": 2476, + "IoU": 0.8937152604181984, + "TN": 79022402, + "TP": 30389, + "n_pred": 32865, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9172895713579445, + "FN": 9135, + "FP": 2074, + "IoU": 0.847215974919921, + "TN": 78983040, + "TP": 62156, + "n_pred": 64230, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.973355610459928, + "FN": 7091, + "FP": 5300, + "IoU": 0.9480942187742176, + "TN": 122473219, + "TP": 226330, + "n_pred": 231630, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8263554097842409, + "FN": 26749, + "FP": 8405, + "IoU": 0.7040933998872063, + "TN": 122593139, + "TP": 83647, + "n_pred": 92052, + "n_ref": 110396 + }, + "11": { + "Dice": 0.6227949071943549, + "FN": 2152, + "FP": 307, + "IoU": 0.4522165292938294, + "TN": 122707451, + "TP": 2030, + "n_pred": 2337, + "n_ref": 4182 + }, + "12": { + "Dice": 0.1337836082608131, + "FN": 5775, + "FP": 894, + "IoU": 0.07168708240534521, + "TN": 122704756, + "TP": 515, + "n_pred": 1409, + "n_ref": 6290 + }, + "13": { + "Dice": 0.3366632687733605, + "FN": 38938, + "FP": 19628, + "IoU": 0.2024023533257068, + "TN": 122638512, + "TP": 14862, + "n_pred": 34490, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8326505365258939, + "FN": 14812, + "FP": 22524, + "IoU": 0.7132830078559964, + "TN": 122581721, + "TP": 92883, + "n_pred": 115407, + "n_ref": 107695 + }, + "15": { + "Dice": 0.9136596662773896, + "FN": 4930, + "FP": 3794, + "IoU": 0.8410436747262358, + "TN": 122657057, + "TP": 46159, + "n_pred": 49953, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6895452352345723, + "FN": 64054, + "FP": 1578, + "IoU": 0.526187743197684, + "TN": 122573421, + "TP": 72887, + "n_pred": 74465, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7735972243955345, + "FN": 2510, + "FP": 81408, + "IoU": 0.6307856112069269, + "TN": 122484652, + "TP": 143370, + "n_pred": 224778, + "n_ref": 145880 + }, + "4": { + "Dice": 0.8183041722745625, + "FN": 16227, + "FP": 5643, + "IoU": 0.6924829157175398, + "TN": 122640822, + "TP": 49248, + "n_pred": 54891, + "n_ref": 65475 + }, + "5": { + "Dice": 0.6376843255051884, + "FN": 8452, + "FP": 1499, + "IoU": 0.46808851828094933, + "TN": 122693232, + "TP": 8757, + "n_pred": 10256, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9800334481803213, + "FN": 44815, + "FP": 23069, + "IoU": 0.9608486145274917, + "TN": 120978055, + "TP": 1666001, + "n_pred": 1689070, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.7825555885625298, + "FN": 142100, + "FP": 93598, + "IoU": 0.64278547850784, + "TN": 122052118, + "TP": 424124, + "n_pred": 517722, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8910069858578974, + "FN": 5717, + "FP": 26267, + "IoU": 0.803437870658874, + "TN": 122549223, + "TP": 130733, + "n_pred": 157000, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8939653277744107, + "FN": 7632, + "FP": 8289, + "IoU": 0.8082615764436684, + "TN": 122628905, + "TP": 67114, + "n_pred": 75403, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/loop_001/summary_cross_val.json b/nnActive_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/loop_001/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..a102cb5e6c35300f141cf208f8dfa801036e0e9b --- /dev/null +++ b/nnActive_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/loop_001/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.45513006968640546, + "FN": 1608.857777777778, + "FP": 1137.6111111111115, + "IoU": 0.39790890461853434, + "TN": 440594.5466666667, + "TP": 6421.117777777779, + "n_pred": 7558.728888888888, + "n_ref": 8029.975555555557 + }, + "mean": { + "1": { + "Dice": 0.3771540296928379, + "FN": 4831.4, + "FP": 824.2666666666667, + "IoU": 0.3453711044728981, + "TN": 434613.6, + "TP": 9492.866666666667, + "n_pred": 10317.133333333333, + "n_ref": 14324.266666666666 + }, + "10": { + "Dice": 0.43901971215465513, + "FN": 940.7666666666667, + "FP": 1003.7, + "IoU": 0.36084384116483426, + "TN": 444926.86666666664, + "TP": 2890.8, + "n_pred": 3894.5, + "n_ref": 3831.5666666666666 + }, + "11": { + "Dice": 0.5622183116526495, + "FN": 143.23333333333332, + "FP": 41.03333333333333, + "IoU": 0.4390498769326829, + "TN": 449353.93333333335, + "TP": 223.93333333333334, + "n_pred": 264.96666666666664, + "n_ref": 367.1666666666667 + }, + "12": { + "Dice": 0.19854404162965422, + "FN": 110.03333333333333, + "FP": 37.666666666666664, + "IoU": 0.15865736597827088, + "TN": 449549.4, + "TP": 65.03333333333333, + "n_pred": 102.7, + "n_ref": 175.06666666666666 + }, + "13": { + "Dice": 0.32086167887855754, + "FN": 746.6666666666666, + "FP": 702.5666666666667, + "IoU": 0.25263360097426285, + "TN": 446970.0333333333, + "TP": 1342.8666666666666, + "n_pred": 2045.4333333333334, + "n_ref": 2089.5333333333333 + }, + "14": { + "Dice": 0.43228937522375704, + "FN": 1730.4333333333334, + "FP": 713.8333333333334, + "IoU": 0.38919804559128135, + "TN": 441378.8333333333, + "TP": 5939.033333333334, + "n_pred": 6652.866666666667, + "n_ref": 7669.466666666666 + }, + "15": { + "Dice": 0.32135619522433084, + "FN": 920.4333333333333, + "FP": 298.6333333333333, + "IoU": 0.27707932245101896, + "TN": 447101.5, + "TP": 1441.5666666666666, + "n_pred": 1740.2, + "n_ref": 2362.0 + }, + "2": { + "Dice": 0.6876560160801624, + "FN": 550.3666666666667, + "FP": 156.23333333333332, + "IoU": 0.6353527785700513, + "TN": 444273.73333333334, + "TP": 4781.8, + "n_pred": 4938.033333333334, + "n_ref": 5332.166666666667 + }, + "3": { + "Dice": 0.3938351456233784, + "FN": 264.6333333333333, + "FP": 490.96666666666664, + "IoU": 0.35657417100864697, + "TN": 444685.8333333333, + "TP": 4320.7, + "n_pred": 4811.666666666667, + "n_ref": 4585.333333333333 + }, + "4": { + "Dice": 0.31294421593454264, + "FN": 233.66666666666666, + "FP": 93.63333333333334, + "IoU": 0.26978555563676465, + "TN": 448800.36666666664, + "TP": 634.4666666666667, + "n_pred": 728.1, + "n_ref": 868.1333333333333 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 12.7, + "IoU": 0.0, + "TN": 449749.43333333335, + "TP": 0.0, + "n_pred": 12.7, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.7396420150680226, + "FN": 5496.233333333334, + "FP": 10547.833333333334, + "IoU": 0.6838850885611825, + "TN": 380400.0333333333, + "TP": 53318.03333333333, + "n_pred": 63865.86666666667, + "n_ref": 58814.26666666667 + }, + "7": { + "Dice": 0.5282686212124403, + "FN": 7419.7, + "FP": 921.9666666666667, + "IoU": 0.4608636375209207, + "TN": 434316.4, + "TP": 7104.066666666667, + "n_pred": 8026.033333333334, + "n_ref": 14523.766666666666 + }, + "8": { + "Dice": 0.8638038480313511, + "FN": 383.4, + "FP": 192.73333333333332, + "IoU": 0.771013183517883, + "TN": 447520.0, + "TP": 1666.0, + "n_pred": 1858.7333333333333, + "n_ref": 2049.4 + }, + "9": { + "Dice": 0.6493578388897423, + "FN": 361.9, + "FP": 1026.4, + "IoU": 0.5683259968973182, + "TN": 445278.23333333334, + "TP": 3095.6, + "n_pred": 4122.0, + "n_ref": 3457.5 + } + }, + "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": 0.6233333333333333, + "FN": 226, + "FP": 0, + "IoU": 0.45278450363196127, + "TN": 350051, + "TP": 187, + "n_pred": 187, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7601098352471293, + "FN": 1439, + "FP": 483, + "IoU": 0.6130461042883028, + "TN": 345497, + "TP": 3045, + "n_pred": 3528, + "n_ref": 4484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9783852705666344, + "FN": 2230, + "FP": 2008, + "IoU": 0.957685164846137, + "TN": 250310, + "TP": 95916, + "n_pred": 97924, + "n_ref": 98146 + }, + "7": { + "Dice": 0.9386325458379499, + "FN": 1360, + "FP": 357, + "IoU": 0.8843615301724138, + "TN": 335616, + "TP": 13131, + "n_pred": 13488, + "n_ref": 14491 + }, + "8": { + "Dice": 0.8738747275656211, + "FN": 1352, + "FP": 1310, + "IoU": 0.776001346348031, + "TN": 338580, + "TP": 9222, + "n_pred": 10532, + "n_ref": 10574 + }, + "9": { + "Dice": 0.8806350532692709, + "FN": 1489, + "FP": 1368, + "IoU": 0.7867273813078531, + "TN": 337068, + "TP": 10539, + "n_pred": 11907, + "n_ref": 12028 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4208754208754209, + "FN": 1376, + "FP": 0, + "IoU": 0.26652452025586354, + "TN": 348588, + "TP": 500, + "n_pred": 500, + "n_ref": 1876 + }, + "10": { + "Dice": 0.522986081822016, + "FN": 23, + "FP": 1108, + "IoU": 0.3540833809251856, + "TN": 348713, + "TP": 620, + "n_pred": 1728, + "n_ref": 643 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.06736274840013473, + "FN": 2624, + "FP": 145, + "IoU": 0.03485535029627048, + "TN": 347595, + "TP": 100, + "n_pred": 245, + "n_ref": 2724 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9369326665560638, + "FN": 2223, + "FP": 3099, + "IoU": 0.8813483747268916, + "TN": 305610, + "TP": 39532, + "n_pred": 42631, + "n_ref": 41755 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.8463336875664187, + "FN": 419, + "FP": 304, + "IoU": 0.7336035372144436, + "TN": 347750, + "TP": 1991, + "n_pred": 2295, + "n_ref": 2410 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.0, + "FN": 0, + "FP": 308, + "IoU": 0.0, + "TN": 350156, + "TP": 0, + "n_pred": 308, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9695543474271079, + "FN": 5857, + "FP": 1608, + "IoU": 0.9409077955797607, + "TN": 925064, + "TP": 118863, + "n_pred": 120471, + "n_ref": 124720 + }, + "10": { + "Dice": 0.0, + "FN": 30, + "FP": 0, + "IoU": 0.0, + "TN": 1051362, + "TP": 0, + "n_pred": 0, + "n_ref": 30 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7015706806282722, + "FN": 290, + "FP": 337, + "IoU": 0.5403225806451613, + "TN": 1050028, + "TP": 737, + "n_pred": 1074, + "n_ref": 1027 + }, + "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": 0.8717243441213842, + "FN": 7495, + "FP": 1086, + "IoU": 0.7726164608617309, + "TN": 1013654, + "TP": 29157, + "n_pred": 30243, + "n_ref": 36652 + }, + "3": { + "Dice": 0.873015873015873, + "FN": 2007, + "FP": 841, + "IoU": 0.7746478873239436, + "TN": 1038754, + "TP": 9790, + "n_pred": 10631, + "n_ref": 11797 + }, + "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": 0.969525620040511, + "FN": 1740, + "FP": 8295, + "IoU": 0.9408536872878159, + "TN": 881728, + "TP": 159629, + "n_pred": 167924, + "n_ref": 161369 + }, + "7": { + "Dice": 0.9539717993340368, + "FN": 2767, + "FP": 592, + "IoU": 0.9119943408090547, + "TN": 1013224, + "TP": 34809, + "n_pred": 35401, + "n_ref": 37576 + }, + "8": { + "Dice": 0.7550335570469798, + "FN": 105, + "FP": 187, + "IoU": 0.6064690026954178, + "TN": 1050650, + "TP": 450, + "n_pred": 637, + "n_ref": 555 + }, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8755221843003413, + "FN": 4374, + "FP": 185, + "IoU": 0.7786033411033411, + "TN": 329872, + "TP": 16033, + "n_pred": 16218, + "n_ref": 20407 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.01964878422107794, + "FN": 117849, + "FP": 0, + "IoU": 0.009921868436528607, + "TN": 231434, + "TP": 1181, + "n_pred": 1181, + "n_ref": 119030 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 16802, + "IoU": 0.0, + "TN": 508894, + "TP": 0, + "n_pred": 16802, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 2096, + "FP": 717, + "IoU": 0.0, + "TN": 522883, + "TP": 0, + "n_pred": 717, + "n_ref": 2096 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 45, + "FP": 0, + "IoU": 0.0, + "TN": 525651, + "TP": 0, + "n_pred": 0, + "n_ref": 45 + }, + "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": 180, + "IoU": 0.0, + "TN": 525516, + "TP": 0, + "n_pred": 180, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 525691, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.2074688796680498, + "FN": 43, + "FP": 339, + "IoU": 0.11574074074074074, + "TN": 525264, + "TP": 50, + "n_pred": 389, + "n_ref": 93 + }, + "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": 46101, + "IoU": 0.0, + "TN": 479595, + "TP": 0, + "n_pred": 46101, + "n_ref": 0 + }, + "7": { + "Dice": 0.3287531035005591, + "FN": 34183, + "FP": 1234, + "IoU": 0.19671127239736902, + "TN": 481606, + "TP": 8673, + "n_pred": 9907, + "n_ref": 42856 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.9016143106457243, + "FN": 1320, + "FP": 484, + "IoU": 0.8208540218470705, + "TN": 515626, + "TP": 8266, + "n_pred": 8750, + "n_ref": 9586 + }, + "11": { + "Dice": 0.8161933998465081, + "FN": 343, + "FP": 615, + "IoU": 0.6894651539708265, + "TN": 522611, + "TP": 2127, + "n_pred": 2742, + "n_ref": 2470 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8291607131763683, + "FN": 651, + "FP": 4849, + "IoU": 0.7081763675916591, + "TN": 506849, + "TP": 13347, + "n_pred": 18196, + "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": 0.8979405034324943, + "FN": 569, + "FP": 100, + "IoU": 0.8147840531561462, + "TN": 522084, + "TP": 2943, + "n_pred": 3043, + "n_ref": 3512 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 525601, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 146, + "IoU": 0.0, + "TN": 525550, + "TP": 0, + "n_pred": 146, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 279, + "IoU": 0.0, + "TN": 525417, + "TP": 0, + "n_pred": 279, + "n_ref": 0 + }, + "6": { + "Dice": 0.9389185208328684, + "FN": 1978, + "FP": 759, + "IoU": 0.8848693896437134, + "TN": 501923, + "TP": 21036, + "n_pred": 21795, + "n_ref": 23014 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8991443975621191, + "FN": 523, + "FP": 2919, + "IoU": 0.8167686984295981, + "TN": 506911, + "TP": 15343, + "n_pred": 18262, + "n_ref": 15866 + }, + "9": { + "Dice": 0.7822447130853091, + "FN": 2902, + "FP": 11040, + "IoU": 0.6423660989123743, + "TN": 486712, + "TP": 25042, + "n_pred": 36082, + "n_ref": 27944 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.075, + "FN": 2308, + "FP": 208, + "IoU": 0.03896103896103896, + "TN": 347846, + "TP": 102, + "n_pred": 310, + "n_ref": 2410 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 51, + "FP": 0, + "IoU": 0.0, + "TN": 350413, + "TP": 0, + "n_pred": 0, + "n_ref": 51 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.64412293468025, + "FN": 8070, + "FP": 244, + "IoU": 0.4750599823210001, + "TN": 334626, + "TP": 7524, + "n_pred": 7768, + "n_ref": 15594 + }, + "9": { + "Dice": 0.0, + "FN": 78, + "FP": 0, + "IoU": 0.0, + "TN": 350386, + "TP": 0, + "n_pred": 0, + "n_ref": 78 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.9837443315009878, + "FN": 3166, + "FP": 10, + "IoU": 0.9680087029221269, + "TN": 251187, + "TP": 96101, + "n_pred": 96111, + "n_ref": 99267 + }, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.3862495171881035, + "FN": 1505, + "FP": 84, + "IoU": 0.23934897079942558, + "TN": 348375, + "TP": 500, + "n_pred": 584, + "n_ref": 2005 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 8724, + "FP": 13, + "IoU": 0.0, + "TN": 341727, + "TP": 0, + "n_pred": 13, + "n_ref": 8724 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9639301116184678, + "FN": 3852, + "FP": 698, + "IoU": 0.9303717079590493, + "TN": 285117, + "TP": 60797, + "n_pred": 61495, + "n_ref": 64649 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8695652173913043, + "FN": 1347, + "FP": 498, + "IoU": 0.7692307692307693, + "TN": 342469, + "TP": 6150, + "n_pred": 6648, + "n_ref": 7497 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9760800746102011, + "FN": 1873, + "FP": 5411, + "IoU": 0.953277742142399, + "TN": 194564, + "TP": 148616, + "n_pred": 154027, + "n_ref": 150489 + }, + "7": { + "Dice": 0.0067226890756302525, + "FN": 26, + "FP": 1747, + "IoU": 0.003372681281618887, + "TN": 348685, + "TP": 6, + "n_pred": 1753, + "n_ref": 32 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1277564187546953, + "FN": 118428, + "FP": 0, + "IoU": 0.06823707130549721, + "TN": 223363, + "TP": 8673, + "n_pred": 8673, + "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": 117826, + "IoU": 0.0, + "TN": 232638, + "TP": 0, + "n_pred": 117826, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.8171964437949093, + "FN": 2752, + "FP": 250, + "IoU": 0.6908978583196046, + "TN": 515984, + "TP": 6710, + "n_pred": 6960, + "n_ref": 9462 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 1949, + "IoU": 0.0, + "TN": 523747, + "TP": 0, + "n_pred": 1949, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.7191518677281078, + "FN": 3045, + "FP": 4293, + "IoU": 0.5614653678360126, + "TN": 508963, + "TP": 9395, + "n_pred": 13688, + "n_ref": 12440 + }, + "7": { + "Dice": 0.6500257040041126, + "FN": 6000, + "FP": 127, + "IoU": 0.4815096894304815, + "TN": 513879, + "TP": 5690, + "n_pred": 5817, + "n_ref": 11690 + }, + "8": { + "Dice": 0.9695654794190322, + "FN": 293, + "FP": 212, + "IoU": 0.9409287635980816, + "TN": 517147, + "TP": 8044, + "n_pred": 8256, + "n_ref": 8337 + }, + "9": { + "Dice": 0.9269343780607248, + "FN": 23, + "FP": 350, + "IoU": 0.8638189120116831, + "TN": 522957, + "TP": 2366, + "n_pred": 2716, + "n_ref": 2389 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.09745308310991957, + "FN": 7475, + "FP": 5991, + "IoU": 0.05122243359402522, + "TN": 861967, + "TP": 727, + "n_pred": 6718, + "n_ref": 8202 + }, + "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": 0.03374736348722756, + "FN": 3282, + "FP": 841, + "IoU": 0.017163289630512515, + "TN": 871965, + "TP": 72, + "n_pred": 913, + "n_ref": 3354 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1979, + "IoU": 0.0, + "TN": 874181, + "TP": 0, + "n_pred": 1979, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9415488976823064, + "FN": 500, + "FP": 17, + "IoU": 0.8895535142063662, + "TN": 871479, + "TP": 4164, + "n_pred": 4181, + "n_ref": 4664 + }, + "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": 823, + "IoU": 0.0, + "TN": 875337, + "TP": 0, + "n_pred": 823, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8190892987391893, + "FN": 15744, + "FP": 27661, + "IoU": 0.6936081600960011, + "TN": 734495, + "TP": 98260, + "n_pred": 125921, + "n_ref": 114004 + }, + "7": { + "Dice": 0.5380320138975059, + "FN": 80, + "FP": 3643, + "IoU": 0.36801901205228316, + "TN": 870269, + "TP": 2168, + "n_pred": 5811, + "n_ref": 2248 + }, + "8": { + "Dice": 0.9401645474943904, + "FN": 18, + "FP": 142, + "IoU": 0.8870853916725476, + "TN": 874743, + "TP": 1257, + "n_pred": 1399, + "n_ref": 1275 + }, + "9": { + "Dice": 0.6373285629099582, + "FN": 2819, + "FP": 222, + "IoU": 0.46770523367757744, + "TN": 870447, + "TP": 2672, + "n_pred": 2894, + "n_ref": 5491 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2109, + "IoU": 0.0, + "TN": 523587, + "TP": 0, + "n_pred": 2109, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 525675, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 966, + "FP": 5946, + "IoU": 0.0, + "TN": 518784, + "TP": 0, + "n_pred": 5946, + "n_ref": 966 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9430781664934765, + "FN": 175, + "FP": 811, + "IoU": 0.8922875245794188, + "TN": 516542, + "TP": 8168, + "n_pred": 8979, + "n_ref": 8343 + }, + "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": 0.9260686415343402, + "FN": 15150, + "FP": 84, + "IoU": 0.8623164173708708, + "TN": 415051, + "TP": 95411, + "n_pred": 95495, + "n_ref": 110561 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8658892128279884, + "FN": 415, + "FP": 45, + "IoU": 0.7634961439588689, + "TN": 523751, + "TP": 1485, + "n_pred": 1530, + "n_ref": 1900 + }, + "9": { + "Dice": 0.8503627827571489, + "FN": 168, + "FP": 1585, + "IoU": 0.7396792396792397, + "TN": 518962, + "TP": 4981, + "n_pred": 6566, + "n_ref": 5149 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9342934159381655, + "FN": 8347, + "FP": 477, + "IoU": 0.8766891655836443, + "TN": 454137, + "TP": 62735, + "n_pred": 63212, + "n_ref": 71082 + }, + "10": { + "Dice": 0.14594192107222637, + "FN": 376, + "FP": 771, + "IoU": 0.078714859437751, + "TN": 524451, + "TP": 98, + "n_pred": 869, + "n_ref": 474 + }, + "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": 17, + "IoU": 0.0, + "TN": 525679, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "13": { + "Dice": 0.42802636142906697, + "FN": 1459, + "FP": 190, + "IoU": 0.2722859664607237, + "TN": 523430, + "TP": 617, + "n_pred": 807, + "n_ref": 2076 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.76951811729548, + "FN": 451, + "FP": 1400, + "IoU": 0.6253794778384942, + "TN": 520755, + "TP": 3090, + "n_pred": 4490, + "n_ref": 3541 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 6556, + "IoU": 0.0, + "TN": 519140, + "TP": 0, + "n_pred": 6556, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "8": { + "Dice": 0.931629234396327, + "FN": 135, + "FP": 416, + "IoU": 0.8720092915214867, + "TN": 521391, + "TP": 3754, + "n_pred": 4170, + "n_ref": 3889 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.46435117732763076, + "FN": 1126, + "FP": 10271, + "IoU": 0.30238109812083, + "TN": 334127, + "TP": 4940, + "n_pred": 15211, + "n_ref": 6066 + }, + "11": { + "Dice": 0.7237837837837838, + "FN": 823, + "FP": 199, + "IoU": 0.5671325709445151, + "TN": 348103, + "TP": 1339, + "n_pred": 1538, + "n_ref": 2162 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 426, + "IoU": 0.0, + "TN": 350038, + "TP": 0, + "n_pred": 426, + "n_ref": 0 + }, + "13": { + "Dice": 0.6681614349775785, + "FN": 742, + "FP": 1034, + "IoU": 0.5016835016835017, + "TN": 346900, + "TP": 1788, + "n_pred": 2822, + "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": 0.9201753833889273, + "FN": 3404, + "FP": 401, + "IoU": 0.8521526266708113, + "TN": 324728, + "TP": 21931, + "n_pred": 22332, + "n_ref": 25335 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2507, + "IoU": 0.0, + "TN": 347957, + "TP": 0, + "n_pred": 2507, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1709, + "FP": 416, + "IoU": 0.0, + "TN": 348339, + "TP": 0, + "n_pred": 416, + "n_ref": 1709 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 350365, + "TP": 0, + "n_pred": 99, + "n_ref": 0 + }, + "6": { + "Dice": 0.8162974788121591, + "FN": 26121, + "FP": 10012, + "IoU": 0.6896137029369572, + "TN": 234051, + "TP": 80280, + "n_pred": 90292, + "n_ref": 106401 + }, + "7": { + "Dice": 0.004087193460490463, + "FN": 19823, + "FP": 10879, + "IoU": 0.0020477815699658703, + "TN": 319699, + "TP": 63, + "n_pred": 10942, + "n_ref": 19886 + }, + "8": { + "Dice": 0.9122807017543859, + "FN": 172, + "FP": 3, + "IoU": 0.8387096774193549, + "TN": 349379, + "TP": 910, + "n_pred": 913, + "n_ref": 1082 + }, + "9": { + "Dice": 0.9079934335143326, + "FN": 547, + "FP": 3096, + "IoU": 0.8314908182617142, + "TN": 328845, + "TP": 17976, + "n_pred": 21072, + "n_ref": 18523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0193.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": 0.9670005705953211, + "FN": 662, + "FP": 3502, + "IoU": 0.9361094915150213, + "TN": 285290, + "TP": 61010, + "n_pred": 64512, + "n_ref": 61672 + }, + "7": { + "Dice": 0.7618251713187364, + "FN": 6943, + "FP": 182, + "IoU": 0.615280777537797, + "TN": 331944, + "TP": 11395, + "n_pred": 11577, + "n_ref": 18338 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 502, + "IoU": 0.0, + "TN": 525194, + "TP": 0, + "n_pred": 502, + "n_ref": 0 + }, + "10": { + "Dice": 0.8809953629960001, + "FN": 5043, + "FP": 1681, + "IoU": 0.7873026919305349, + "TN": 494083, + "TP": 24889, + "n_pred": 26570, + "n_ref": 29932 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.42045454545454547, + "FN": 102, + "FP": 0, + "IoU": 0.26618705035971224, + "TN": 525557, + "TP": 37, + "n_pred": 37, + "n_ref": 139 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9126853377265239, + "FN": 48, + "FP": 5, + "IoU": 0.8393939393939394, + "TN": 525366, + "TP": 277, + "n_pred": 282, + "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": 0.9910906815556412, + "FN": 2411, + "FP": 1291, + "IoU": 0.9823387131400547, + "TN": 316085, + "TP": 205909, + "n_pred": 207200, + "n_ref": 208320 + }, + "7": { + "Dice": 0.9746732436532415, + "FN": 905, + "FP": 1616, + "IoU": 0.9505976876347246, + "TN": 474666, + "TP": 48509, + "n_pred": 50125, + "n_ref": 49414 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 127, + "IoU": 0.0, + "TN": 700801, + "TP": 0, + "n_pred": 127, + "n_ref": 0 + }, + "10": { + "Dice": 0.6361264134531749, + "FN": 216, + "FP": 2294, + "IoU": 0.4664115646258503, + "TN": 696224, + "TP": 2194, + "n_pred": 4488, + "n_ref": 2410 + }, + "11": { + "Dice": 0.7858172383972326, + "FN": 1154, + "FP": 332, + "IoU": 0.6471984805318138, + "TN": 696716, + "TP": 2726, + "n_pred": 3058, + "n_ref": 3880 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 700878, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "13": { + "Dice": 0.8592399381274454, + "FN": 2967, + "FP": 1674, + "IoU": 0.7532170583856216, + "TN": 682122, + "TP": 14165, + "n_pred": 15839, + "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": 0.9691391841057668, + "FN": 312, + "FP": 533, + "IoU": 0.9401261248494296, + "TN": 686815, + "TP": 13268, + "n_pred": 13801, + "n_ref": 13580 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8738786748379075, + "FN": 2515, + "FP": 325, + "IoU": 0.7760075715750453, + "TN": 688249, + "TP": 9839, + "n_pred": 10164, + "n_ref": 12354 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.98262614709262, + "FN": 3454, + "FP": 3108, + "IoU": 0.9658456862091939, + "TN": 508800, + "TP": 185566, + "n_pred": 188674, + "n_ref": 189020 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 21, + "IoU": 0.0, + "TN": 700906, + "TP": 0, + "n_pred": 21, + "n_ref": 1 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9226251740630865, + "FN": 864, + "FP": 1692, + "IoU": 0.8563641472323686, + "TN": 683133, + "TP": 15239, + "n_pred": 16931, + "n_ref": 16103 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.883078848856296, + "FN": 8388, + "FP": 1513, + "IoU": 0.7906366962001227, + "TN": 127941, + "TP": 37390, + "n_pred": 38903, + "n_ref": 45778 + }, + "10": { + "Dice": 0.351451973194341, + "FN": 852, + "FP": 19, + "IoU": 0.21318879855465223, + "TN": 174125, + "TP": 236, + "n_pred": 255, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.949393517597932, + "FN": 720, + "FP": 298, + "IoU": 0.9036623450364342, + "TN": 164665, + "TP": 9549, + "n_pred": 9847, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.9559696819192813, + "FN": 3220, + "FP": 858, + "IoU": 0.9156531811036651, + "TN": 302116, + "TP": 44270, + "n_pred": 45128, + "n_ref": 47490 + }, + "15": { + "Dice": 0.9388874486635467, + "FN": 3216, + "FP": 1263, + "IoU": 0.8848141957052849, + "TN": 311579, + "TP": 34406, + "n_pred": 35669, + "n_ref": 37622 + }, + "2": { + "Dice": 0.3333333333333333, + "FN": 0, + "FP": 4, + "IoU": 0.2, + "TN": 350459, + "TP": 1, + "n_pred": 5, + "n_ref": 1 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 115, + "IoU": 0.0, + "TN": 350349, + "TP": 0, + "n_pred": 115, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9450119113663806, + "FN": 183, + "FP": 1502, + "IoU": 0.895756000989854, + "TN": 334300, + "TP": 14479, + "n_pred": 15981, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 539, + "IoU": 0.0, + "TN": 349925, + "TP": 0, + "n_pred": 539, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2753, + "IoU": 0.0, + "TN": 347711, + "TP": 0, + "n_pred": 2753, + "n_ref": 0 + }, + "11": { + "Dice": 0.09904761904761905, + "FN": 472, + "FP": 1, + "IoU": 0.052104208416833664, + "TN": 349965, + "TP": 26, + "n_pred": 27, + "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": 84, + "IoU": 0.0, + "TN": 350380, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "14": { + "Dice": 0.6723563756937937, + "FN": 19608, + "FP": 3119, + "IoU": 0.5064283542544412, + "TN": 304418, + "TP": 23319, + "n_pred": 26438, + "n_ref": 42927 + }, + "15": { + "Dice": 0.666616388249934, + "FN": 3929, + "FP": 4912, + "IoU": 0.49994343891402715, + "TN": 332784, + "TP": 8839, + "n_pred": 13751, + "n_ref": 12768 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 199, + "IoU": 0.0, + "TN": 350265, + "TP": 0, + "n_pred": 199, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4655, + "IoU": 0.0, + "TN": 345809, + "TP": 0, + "n_pred": 4655, + "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": 0.6617168741379017, + "FN": 79133, + "FP": 327, + "IoU": 0.4944520791978419, + "TN": 193288, + "TP": 77716, + "n_pred": 78043, + "n_ref": 156849 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5536, + "IoU": 0.0, + "TN": 344928, + "TP": 0, + "n_pred": 5536, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.29140043992877346, + "FN": 1702, + "FP": 5063, + "IoU": 0.17054928886709173, + "TN": 342308, + "TP": 1391, + "n_pred": 6454, + "n_ref": 3093 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 876079, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1487, + "IoU": 0.0, + "TN": 874673, + "TP": 0, + "n_pred": 1487, + "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": 2391, + "IoU": 0.0, + "TN": 873769, + "TP": 0, + "n_pred": 2391, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 17429, + "FP": 13047, + "IoU": 0.0, + "TN": 845684, + "TP": 0, + "n_pred": 13047, + "n_ref": 17429 + }, + "15": { + "Dice": 0.0, + "FN": 20119, + "FP": 0, + "IoU": 0.0, + "TN": 856041, + "TP": 0, + "n_pred": 0, + "n_ref": 20119 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 555, + "IoU": 0.0, + "TN": 875605, + "TP": 0, + "n_pred": 555, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 876061, + "TP": 0, + "n_pred": 99, + "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": 3, + "IoU": 0.0, + "TN": 876157, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "6": { + "Dice": 0.7519278749850333, + "FN": 2824, + "FP": 73835, + "IoU": 0.6024714917625584, + "TN": 683321, + "TP": 116180, + "n_pred": 190015, + "n_ref": 119004 + }, + "7": { + "Dice": 0.8094047023511756, + "FN": 26020, + "FP": 269, + "IoU": 0.6798319327731093, + "TN": 794050, + "TP": 55821, + "n_pred": 56090, + "n_ref": 81841 + }, + "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": 5122, + "IoU": 0.0, + "TN": 871038, + "TP": 0, + "n_pred": 5122, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.888494528246081, + "FN": 342, + "FP": 35, + "IoU": 0.7993613624268228, + "TN": 348585, + "TP": 1502, + "n_pred": 1537, + "n_ref": 1844 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.9657063677138705, + "FN": 3974, + "FP": 3129, + "IoU": 0.9336868540700008, + "TN": 243351, + "TP": 100010, + "n_pred": 103139, + "n_ref": 103984 + }, + "7": { + "Dice": 0.7301763784302825, + "FN": 4909, + "FP": 430, + "IoU": 0.5750218896760328, + "TN": 337901, + "TP": 7224, + "n_pred": 7654, + "n_ref": 12133 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9701115179236475, + "FN": 2271, + "FP": 578, + "IoU": 0.9419578282571051, + "TN": 651843, + "TP": 46236, + "n_pred": 46814, + "n_ref": 48507 + }, + "10": { + "Dice": 0.9145425180815954, + "FN": 4137, + "FP": 731, + "IoU": 0.8425410790529175, + "TN": 670012, + "TP": 26048, + "n_pred": 26779, + "n_ref": 30185 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 700922, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "13": { + "Dice": 0.8758014931927975, + "FN": 973, + "FP": 1855, + "IoU": 0.7790452379092117, + "TN": 688129, + "TP": 9971, + "n_pred": 11826, + "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": 0.9164969450101833, + "FN": 28, + "FP": 13, + "IoU": 0.8458646616541353, + "TN": 700662, + "TP": 225, + "n_pred": 238, + "n_ref": 253 + }, + "3": { + "Dice": 0.9698434087635333, + "FN": 1514, + "FP": 433, + "IoU": 0.9414524131709517, + "TN": 667673, + "TP": 31308, + "n_pred": 31741, + "n_ref": 32822 + }, + "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": 0.16666666666666666, + "FN": 15, + "FP": 55, + "IoU": 0.09090909090909091, + "TN": 700851, + "TP": 7, + "n_pred": 62, + "n_ref": 22 + }, + "7": { + "Dice": 0.954932827211492, + "FN": 637, + "FP": 574, + "IoU": 0.9137525817249483, + "TN": 686887, + "TP": 12830, + "n_pred": 13404, + "n_ref": 13467 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.943411690198562, + "FN": 265, + "FP": 1254, + "IoU": 0.892884845920598, + "TN": 686747, + "TP": 12662, + "n_pred": 13916, + "n_ref": 12927 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 123, + "IoU": 0.0, + "TN": 525573, + "TP": 0, + "n_pred": 123, + "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": 0.9544667598766398, + "FN": 7282, + "FP": 1739, + "IoU": 0.9128994882688037, + "TN": 422126, + "TP": 94549, + "n_pred": 96288, + "n_ref": 101831 + }, + "15": { + "Dice": 0.001277139208173691, + "FN": 349, + "FP": 2779, + "IoU": 0.0006389776357827476, + "TN": 522566, + "TP": 2, + "n_pred": 2781, + "n_ref": 351 + }, + "2": { + "Dice": 0.9571320182094082, + "FN": 128, + "FP": 98, + "IoU": 0.9177882866496908, + "TN": 522947, + "TP": 2523, + "n_pred": 2621, + "n_ref": 2651 + }, + "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": 0.9734741179500386, + "FN": 1184, + "FP": 670, + "IoU": 0.9483191169091821, + "TN": 489822, + "TP": 34020, + "n_pred": 34690, + "n_ref": 35204 + }, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9744864459243974, + "FN": 275, + "FP": 269, + "IoU": 0.9502423854385804, + "TN": 339531, + "TP": 10389, + "n_pred": 10658, + "n_ref": 10664 + }, + "10": { + "Dice": 0.8421812928855182, + "FN": 2435, + "FP": 1498, + "IoU": 0.727386150966937, + "TN": 336037, + "TP": 10494, + "n_pred": 11992, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8194189040088268, + "FN": 336, + "FP": 155, + "IoU": 0.6940809968847352, + "TN": 348859, + "TP": 1114, + "n_pred": 1269, + "n_ref": 1450 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 350421, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 167, + "IoU": 0.0, + "TN": 350297, + "TP": 0, + "n_pred": 167, + "n_ref": 0 + }, + "3": { + "Dice": 0.9692428021815415, + "FN": 1650, + "FP": 1260, + "IoU": 0.940321158302742, + "TN": 301703, + "TP": 45851, + "n_pred": 47111, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8885555079297043, + "FN": 368, + "FP": 152, + "IoU": 0.7994600848438103, + "TN": 347871, + "TP": 2073, + "n_pred": 2225, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.5725524199897115, + "FN": 1395.9066666666668, + "FP": 1618.2066666666667, + "IoU": 0.4912260658198383, + "TN": 497990.66444444447, + "TP": 7168.022222222222, + "n_pred": 8786.22888888889, + "n_ref": 8563.928888888888 + }, + "mean": { + "1": { + "Dice": 0.7162201416021329, + "FN": 659.2666666666667, + "FP": 1552.1, + "IoU": 0.6664380315697794, + "TN": 494646.3333333333, + "TP": 11315.1, + "n_pred": 12867.2, + "n_ref": 11974.366666666667 + }, + "10": { + "Dice": 0.5462162211049747, + "FN": 1375.6666666666667, + "FP": 1007.2, + "IoU": 0.4563106355294512, + "TN": 501467.2, + "TP": 4322.733333333334, + "n_pred": 5329.933333333333, + "n_ref": 5698.4 + }, + "11": { + "Dice": 0.5914305746212577, + "FN": 85.2, + "FP": 175.93333333333334, + "IoU": 0.4717308051239055, + "TN": 507597.73333333334, + "TP": 313.93333333333334, + "n_pred": 489.8666666666667, + "n_ref": 399.1333333333333 + }, + "12": { + "Dice": 0.4339351302047521, + "FN": 161.0, + "FP": 30.766666666666666, + "IoU": 0.3253279466904035, + "TN": 507858.4, + "TP": 122.63333333333334, + "n_pred": 153.4, + "n_ref": 283.6333333333333 + }, + "13": { + "Dice": 0.42888624071958353, + "FN": 1093.9, + "FP": 579.4666666666667, + "IoU": 0.33716155525239017, + "TN": 504320.86666666664, + "TP": 2178.5666666666666, + "n_pred": 2758.0333333333333, + "n_ref": 3272.4666666666667 + }, + "14": { + "Dice": 0.3449136602559511, + "FN": 3319.266666666667, + "FP": 2494.3333333333335, + "IoU": 0.2565829934256665, + "TN": 500203.06666666665, + "TP": 2156.133333333333, + "n_pred": 4650.466666666666, + "n_ref": 5475.4 + }, + "15": { + "Dice": 0.44181650266128353, + "FN": 491.7, + "FP": 407.96666666666664, + "IoU": 0.34892014469137794, + "TN": 506250.4666666667, + "TP": 1022.6666666666666, + "n_pred": 1430.6333333333334, + "n_ref": 1514.3666666666666 + }, + "2": { + "Dice": 0.44649708961478307, + "FN": 974.7, + "FP": 1402.7666666666667, + "IoU": 0.40626041954654246, + "TN": 501774.76666666666, + "TP": 4020.5666666666666, + "n_pred": 5423.333333333333, + "n_ref": 4995.266666666666 + }, + "3": { + "Dice": 0.5142536889786422, + "FN": 6207.4, + "FP": 1215.3, + "IoU": 0.45497317295108886, + "TN": 495179.23333333334, + "TP": 5570.866666666667, + "n_pred": 6786.166666666667, + "n_ref": 11778.266666666666 + }, + "4": { + "Dice": 0.4130192928007201, + "FN": 1403.2, + "FP": 116.36666666666666, + "IoU": 0.32803362841459655, + "TN": 505675.06666666665, + "TP": 978.1666666666666, + "n_pred": 1094.5333333333333, + "n_ref": 2381.366666666667 + }, + "5": { + "Dice": 0.8279611804057899, + "FN": 75.46666666666667, + "FP": 88.73333333333333, + "IoU": 0.7089781723951951, + "TN": 507456.3333333333, + "TP": 552.2666666666667, + "n_pred": 641.0, + "n_ref": 627.7333333333333 + }, + "6": { + "Dice": 0.8507089359002672, + "FN": 2391.8, + "FP": 8828.966666666667, + "IoU": 0.7844439213692127, + "TN": 450399.2, + "TP": 46552.833333333336, + "n_pred": 55381.8, + "n_ref": 48944.63333333333 + }, + "7": { + "Dice": 0.545997194759129, + "FN": 1478.4333333333334, + "FP": 5287.6, + "IoU": 0.4932371499215815, + "TN": 480170.5333333333, + "TP": 21236.233333333334, + "n_pred": 26523.833333333332, + "n_ref": 22714.666666666668 + }, + "8": { + "Dice": 0.8180890016983725, + "FN": 196.46666666666667, + "FP": 630.8, + "IoU": 0.7478609047808977, + "TN": 504137.86666666664, + "TP": 3207.6666666666665, + "n_pred": 3838.4666666666667, + "n_ref": 3404.133333333333 + }, + "9": { + "Dice": 0.668341444518031, + "FN": 1025.1333333333334, + "FP": 454.8, + "IoU": 0.5821315056354862, + "TN": 502722.9, + "TP": 3969.9666666666667, + "n_pred": 4424.766666666666, + "n_ref": 4995.1 + } + }, + "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": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 350453, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 144468, + "FP": 0, + "IoU": 0.0, + "TN": 205996, + "TP": 0, + "n_pred": 0, + "n_ref": 144468 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.37757654005543567, + "FN": 1335, + "FP": 136543, + "IoU": 0.23272379214014624, + "TN": 170766, + "TP": 41820, + "n_pred": 178363, + "n_ref": 43155 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9256, + "IoU": 0.0, + "TN": 341208, + "TP": 0, + "n_pred": 9256, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9687115100014322, + "FN": 942, + "FP": 2335, + "IoU": 0.9393215568640522, + "TN": 471690, + "TP": 50729, + "n_pred": 53064, + "n_ref": 51671 + }, + "10": { + "Dice": 0.24581005586592178, + "FN": 16, + "FP": 119, + "IoU": 0.14012738853503184, + "TN": 525539, + "TP": 22, + "n_pred": 141, + "n_ref": 38 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 3110, + "IoU": 0.0, + "TN": 522586, + "TP": 0, + "n_pred": 3110, + "n_ref": 0 + }, + "3": { + "Dice": 0.9430142427341307, + "FN": 6247, + "FP": 1443, + "IoU": 0.8921730839339297, + "TN": 454378, + "TP": 63628, + "n_pred": 65071, + "n_ref": 69875 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8267055601857364, + "FN": 2896, + "FP": 2926, + "IoU": 0.7046019584961185, + "TN": 505987, + "TP": 13887, + "n_pred": 16813, + "n_ref": 16783 + }, + "7": { + "Dice": 0.9681262662093076, + "FN": 7395, + "FP": 1321, + "IoU": 0.9382216394372187, + "TN": 384611, + "TP": 132369, + "n_pred": 133690, + "n_ref": 139764 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.5661690772681569, + "FN": 10680, + "FP": 6147, + "IoU": 0.39486460243823496, + "TN": 322657, + "TP": 10980, + "n_pred": 17127, + "n_ref": 21660 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.27884615384615385, + "FN": 59, + "FP": 91, + "IoU": 0.16201117318435754, + "TN": 350285, + "TP": 29, + "n_pred": 120, + "n_ref": 88 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.9377616248781893, + "FN": 1047, + "FP": 9108, + "IoU": 0.8828165568492597, + "TN": 263805, + "TP": 76504, + "n_pred": 85612, + "n_ref": 77551 + }, + "7": { + "Dice": 0.8390402309218835, + "FN": 9967, + "FP": 3416, + "IoU": 0.7227125808055693, + "TN": 302200, + "TP": 34881, + "n_pred": 38297, + "n_ref": 44848 + }, + "8": { + "Dice": 0.9271645465736561, + "FN": 1001, + "FP": 419, + "IoU": 0.8642187798814305, + "TN": 340006, + "TP": 9038, + "n_pred": 9457, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.18427464008859357, + "FN": 7366, + "FP": 0, + "IoU": 0.10148816784581605, + "TN": 342266, + "TP": 832, + "n_pred": 832, + "n_ref": 8198 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 2, + "FP": 6715, + "IoU": 0.0, + "TN": 343747, + "TP": 0, + "n_pred": 6715, + "n_ref": 2 + }, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.9868637695208091, + "FN": 932, + "FP": 911, + "IoU": 0.974068185335791, + "TN": 279393, + "TP": 69228, + "n_pred": 70139, + "n_ref": 70160 + }, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.6216696269982238, + "FN": 205, + "FP": 8, + "IoU": 0.45103092783505155, + "TN": 525308, + "TP": 175, + "n_pred": 183, + "n_ref": 380 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.42959555675173106, + "FN": 16833, + "FP": 6480, + "IoU": 0.27355727284058334, + "TN": 493604, + "TP": 8779, + "n_pred": 15259, + "n_ref": 25612 + }, + "15": { + "Dice": 0.3799631429050092, + "FN": 4740, + "FP": 2662, + "IoU": 0.23453981385729059, + "TN": 516026, + "TP": 2268, + "n_pred": 4930, + "n_ref": 7008 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 525679, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 149, + "FP": 0, + "IoU": 0.0, + "TN": 525547, + "TP": 0, + "n_pred": 0, + "n_ref": 149 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.952099944569991, + "FN": 4905, + "FP": 712, + "IoU": 0.9085789619309581, + "TN": 464255, + "TP": 55824, + "n_pred": 56536, + "n_ref": 60729 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.032901487942534634, + "FN": 15, + "FP": 30143, + "IoU": 0.01672589742753741, + "TN": 1020721, + "TP": 513, + "n_pred": 30656, + "n_ref": 528 + }, + "10": { + "Dice": 0.0, + "FN": 150, + "FP": 0, + "IoU": 0.0, + "TN": 1051242, + "TP": 0, + "n_pred": 0, + "n_ref": 150 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1629, + "IoU": 0.0, + "TN": 1049763, + "TP": 0, + "n_pred": 1629, + "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": 0.08984244049614482, + "FN": 5279, + "FP": 151, + "IoU": 0.04703404703404703, + "TN": 1045694, + "TP": 268, + "n_pred": 419, + "n_ref": 5547 + }, + "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": 0, + "FP": 3119, + "IoU": 0.0, + "TN": 1048273, + "TP": 0, + "n_pred": 3119, + "n_ref": 0 + }, + "2": { + "Dice": 0.8094219733218456, + "FN": 10535, + "FP": 1852, + "IoU": 0.6798563010441435, + "TN": 1012700, + "TP": 26305, + "n_pred": 28157, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7911, + "IoU": 0.0, + "TN": 1043481, + "TP": 0, + "n_pred": 7911, + "n_ref": 0 + }, + "4": { + "Dice": 0.6446164672765659, + "FN": 938, + "FP": 577, + "IoU": 0.4755970924195223, + "TN": 1048503, + "TP": 1374, + "n_pred": 1951, + "n_ref": 2312 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9337151711577231, + "FN": 541, + "FP": 15800, + "IoU": 0.8756714396579272, + "TN": 919958, + "TP": 115093, + "n_pred": 130893, + "n_ref": 115634 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 144, + "IoU": 0.0, + "TN": 1051248, + "TP": 0, + "n_pred": 144, + "n_ref": 0 + }, + "8": { + "Dice": 0.5280898876404494, + "FN": 21, + "FP": 63, + "IoU": 0.35877862595419846, + "TN": 1051261, + "TP": 47, + "n_pred": 110, + "n_ref": 68 + }, + "9": { + "Dice": 0.8153503141679617, + "FN": 717, + "FP": 2016, + "IoU": 0.6882628036956769, + "TN": 1042625, + "TP": 6034, + "n_pred": 8050, + "n_ref": 6751 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.0106951871657754, + "FN": 185, + "FP": 0, + "IoU": 0.005376344086021506, + "TN": 350278, + "TP": 1, + "n_pred": 1, + "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": 0.7314662273476112, + "FN": 597, + "FP": 381, + "IoU": 0.5766233766233766, + "TN": 348154, + "TP": 1332, + "n_pred": 1713, + "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": 0.8998526659499064, + "FN": 2048, + "FP": 467, + "IoU": 0.8179383234399884, + "TN": 336650, + "TP": 11299, + "n_pred": 11766, + "n_ref": 13347 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9843367614630764, + "FN": 1181, + "FP": 3088, + "IoU": 0.9691566299879343, + "TN": 212055, + "TP": 134140, + "n_pred": 137228, + "n_ref": 135321 + }, + "7": { + "Dice": 0.22182468694096602, + "FN": 366, + "FP": 69, + "IoU": 0.12474849094567404, + "TN": 349967, + "TP": 62, + "n_pred": 131, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.8494963342671514, + "FN": 1105, + "FP": 1420, + "IoU": 0.7383690809242566, + "TN": 340813, + "TP": 7126, + "n_pred": 8546, + "n_ref": 8231 + }, + "11": { + "Dice": 0.7657894736842106, + "FN": 227, + "FP": 1197, + "IoU": 0.6204690831556503, + "TN": 346712, + "TP": 2328, + "n_pred": 3525, + "n_ref": 2555 + }, + "12": { + "Dice": 0.7778158165011982, + "FN": 731, + "FP": 567, + "IoU": 0.6364145658263305, + "TN": 346894, + "TP": 2272, + "n_pred": 2839, + "n_ref": 3003 + }, + "13": { + "Dice": 0.7378198818897638, + "FN": 2761, + "FP": 1501, + "IoU": 0.584559898625597, + "TN": 340205, + "TP": 5997, + "n_pred": 7498, + "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": 0.9537376151740622, + "FN": 1465, + "FP": 935, + "IoU": 0.911566380485648, + "TN": 323325, + "TP": 24739, + "n_pred": 25674, + "n_ref": 26204 + }, + "3": { + "Dice": 0.9328745287554082, + "FN": 893, + "FP": 1760, + "IoU": 0.8741938543247344, + "TN": 329376, + "TP": 18435, + "n_pred": 20195, + "n_ref": 19328 + }, + "4": { + "Dice": 0.49663425579655945, + "FN": 1305, + "FP": 41, + "IoU": 0.33034825870646767, + "TN": 348454, + "TP": 664, + "n_pred": 705, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9548844602029588, + "FN": 1171, + "FP": 3626, + "IoU": 0.913664014974263, + "TN": 294902, + "TP": 50765, + "n_pred": 54391, + "n_ref": 51936 + }, + "7": { + "Dice": 0.9120649906685695, + "FN": 4760, + "FP": 46, + "IoU": 0.8383451059535822, + "TN": 320734, + "TP": 24924, + "n_pred": 24970, + "n_ref": 29684 + }, + "8": { + "Dice": 0.9279587229925831, + "FN": 873, + "FP": 244, + "IoU": 0.8655998074840573, + "TN": 342153, + "TP": 7194, + "n_pred": 7438, + "n_ref": 8067 + }, + "9": { + "Dice": 0.9056449969431425, + "FN": 1508, + "FP": 2196, + "IoU": 0.82756052141527, + "TN": 328984, + "TP": 17776, + "n_pred": 19972, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 525689, + "TP": 0, + "n_pred": 7, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9854240855812344, + "FN": 1888, + "FP": 134, + "IoU": 0.9712669811856989, + "TN": 455324, + "TP": 68350, + "n_pred": 68484, + "n_ref": 70238 + }, + "10": { + "Dice": 0.8791264174716505, + "FN": 1157, + "FP": 282, + "IoU": 0.7843225419664268, + "TN": 519024, + "TP": 5233, + "n_pred": 5515, + "n_ref": 6390 + }, + "11": { + "Dice": 0.8195110806488463, + "FN": 563, + "FP": 1017, + "IoU": 0.6942132765628024, + "TN": 520529, + "TP": 3587, + "n_pred": 4604, + "n_ref": 4150 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8155934690882407, + "FN": 3108, + "FP": 6944, + "IoU": 0.6886093987175118, + "TN": 493415, + "TP": 22229, + "n_pred": 29173, + "n_ref": 25337 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9648238171442375, + "FN": 284, + "FP": 881, + "IoU": 0.9320382685800956, + "TN": 508554, + "TP": 15977, + "n_pred": 16858, + "n_ref": 16261 + }, + "3": { + "Dice": 0.8903135888501742, + "FN": 330, + "FP": 457, + "IoU": 0.8023109771414217, + "TN": 521715, + "TP": 3194, + "n_pred": 3651, + "n_ref": 3524 + }, + "4": { + "Dice": 0.16134453781512606, + "FN": 990, + "FP": 8, + "IoU": 0.08775137111517367, + "TN": 524602, + "TP": 96, + "n_pred": 104, + "n_ref": 1086 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9610290599122444, + "FN": 1959, + "FP": 2846, + "IoU": 0.9249816552434779, + "TN": 461645, + "TP": 59246, + "n_pred": 62092, + "n_ref": 61205 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 436, + "IoU": 0.0, + "TN": 525260, + "TP": 0, + "n_pred": 436, + "n_ref": 0 + }, + "8": { + "Dice": 0.8525073746312685, + "FN": 1, + "FP": 99, + "IoU": 0.7429305912596401, + "TN": 525307, + "TP": 289, + "n_pred": 388, + "n_ref": 290 + }, + "9": { + "Dice": 0.8655730087638912, + "FN": 9545, + "FP": 870, + "IoU": 0.7630045965503117, + "TN": 481750, + "TP": 33531, + "n_pred": 34401, + "n_ref": 43076 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.826225465008735, + "FN": 7571, + "FP": 2575, + "IoU": 0.7039047452285064, + "TN": 666662, + "TP": 24120, + "n_pred": 26695, + "n_ref": 31691 + }, + "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": 0.6028756925796254, + "FN": 11191, + "FP": 492, + "IoU": 0.43151184857184566, + "TN": 680377, + "TP": 8868, + "n_pred": 9360, + "n_ref": 20059 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "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": 0.8402832415420929, + "FN": 682, + "FP": 130, + "IoU": 0.7245590230664858, + "TN": 697980, + "TP": 2136, + "n_pred": 2266, + "n_ref": 2818 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9429549877208337, + "FN": 6536, + "FP": 177, + "IoU": 0.8920670139558814, + "TN": 638732, + "TP": 55483, + "n_pred": 55660, + "n_ref": 62019 + }, + "7": { + "Dice": 0.9356380884531018, + "FN": 5245, + "FP": 1621, + "IoU": 0.8790601000493201, + "TN": 644156, + "TP": 49906, + "n_pred": 51527, + "n_ref": 55151 + }, + "8": { + "Dice": 0.9378684807256236, + "FN": 210, + "FP": 64, + "IoU": 0.8830059777967549, + "TN": 698586, + "TP": 2068, + "n_pred": 2132, + "n_ref": 2278 + }, + "9": { + "Dice": 0.9308767668415204, + "FN": 2510, + "FP": 165, + "IoU": 0.8706917387731425, + "TN": 680241, + "TP": 18012, + "n_pred": 18177, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.9290454313425217, + "FN": 120, + "FP": 19, + "IoU": 0.8674928503336511, + "TN": 174183, + "TP": 910, + "n_pred": 929, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9684839432412248, + "FN": 1227, + "FP": 883, + "IoU": 0.9388937156096149, + "TN": 841630, + "TP": 32420, + "n_pred": 33303, + "n_ref": 33647 + }, + "10": { + "Dice": 0.8468123636662962, + "FN": 11127, + "FP": 3761, + "IoU": 0.7343231378707306, + "TN": 820122, + "TP": 41150, + "n_pred": 44911, + "n_ref": 52277 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.645505617977528, + "FN": 1137, + "FP": 125, + "IoU": 0.47656574035669846, + "TN": 873749, + "TP": 1149, + "n_pred": 1274, + "n_ref": 2286 + }, + "13": { + "Dice": 0.6434263762311496, + "FN": 5218, + "FP": 3507, + "IoU": 0.47430258480448273, + "TN": 859563, + "TP": 7872, + "n_pred": 11379, + "n_ref": 13090 + }, + "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": 23660, + "IoU": 0.0, + "TN": 852500, + "TP": 0, + "n_pred": 23660, + "n_ref": 0 + }, + "3": { + "Dice": 0.7034232354740675, + "FN": 28356, + "FP": 1213, + "IoU": 0.5425234006343312, + "TN": 811525, + "TP": 35066, + "n_pred": 36279, + "n_ref": 63422 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1845, + "IoU": 0.0, + "TN": 874315, + "TP": 0, + "n_pred": 1845, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9004666024243039, + "FN": 205, + "FP": 7645, + "IoU": 0.8189533891464287, + "TN": 832801, + "TP": 35509, + "n_pred": 43154, + "n_ref": 35714 + }, + "7": { + "Dice": 0.9226724084387486, + "FN": 732, + "FP": 3003, + "IoU": 0.856445537704666, + "TN": 850142, + "TP": 22283, + "n_pred": 25286, + "n_ref": 23015 + }, + "8": { + "Dice": 0.9480895915678524, + "FN": 556, + "FP": 35, + "IoU": 0.9013026052104208, + "TN": 870172, + "TP": 5397, + "n_pred": 5432, + "n_ref": 5953 + }, + "9": { + "Dice": 0.9769590261928052, + "FN": 287, + "FP": 137, + "IoU": 0.9549559120365452, + "TN": 866747, + "TP": 8989, + "n_pred": 9126, + "n_ref": 9276 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.7817982456140351, + "FN": 687, + "FP": 2497, + "IoU": 0.6417641764176417, + "TN": 341576, + "TP": 5704, + "n_pred": 8201, + "n_ref": 6391 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 23427, + "IoU": 0.0, + "TN": 327037, + "TP": 0, + "n_pred": 23427, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.8790948830033427, + "FN": 3348, + "FP": 3705, + "IoU": 0.7842723435492751, + "TN": 317770, + "TP": 25641, + "n_pred": 29346, + "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": 0.832106683893593, + "FN": 4000, + "FP": 3277, + "IoU": 0.7124851837218491, + "TN": 325154, + "TP": 18033, + "n_pred": 21310, + "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": 6620, + "IoU": 0.0, + "TN": 343844, + "TP": 0, + "n_pred": 6620, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.2742430600030918, + "FN": 32862, + "FP": 1, + "IoU": 0.15891175266175267, + "TN": 311392, + "TP": 6209, + "n_pred": 6210, + "n_ref": 39071 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.919147224456959, + "FN": 2048, + "FP": 5992, + "IoU": 0.8503907703758838, + "TN": 296724, + "TP": 45700, + "n_pred": 51692, + "n_ref": 47748 + }, + "7": { + "Dice": 0.6237664627968932, + "FN": 3379, + "FP": 16675, + "IoU": 0.4532417252849119, + "TN": 313786, + "TP": 16624, + "n_pred": 33299, + "n_ref": 20003 + }, + "8": { + "Dice": 0.9559471365638766, + "FN": 72, + "FP": 68, + "IoU": 0.9156118143459916, + "TN": 348805, + "TP": 1519, + "n_pred": 1587, + "n_ref": 1591 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 721, + "IoU": 0.0, + "TN": 349743, + "TP": 0, + "n_pred": 721, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.7330620311260775, + "FN": 2946, + "FP": 17585, + "IoU": 0.57860925249374, + "TN": 126510, + "TP": 28191, + "n_pred": 45776, + "n_ref": 31137 + }, + "15": { + "Dice": 0.8356505195375384, + "FN": 4028, + "FP": 1587, + "IoU": 0.7176973353443942, + "TN": 155342, + "TP": 14275, + "n_pred": 15862, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 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": 0.7859046168905324, + "FN": 1886, + "FP": 2051, + "IoU": 0.647317029472364, + "TN": 864997, + "TP": 7226, + "n_pred": 9277, + "n_ref": 9112 + }, + "15": { + "Dice": 0.8250283125707815, + "FN": 2829, + "FP": 2115, + "IoU": 0.7021686746987952, + "TN": 859560, + "TP": 11656, + "n_pred": 13771, + "n_ref": 14485 + }, + "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": 245, + "IoU": 0.0, + "TN": 875915, + "TP": 0, + "n_pred": 245, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.7432762836185819, + "FN": 1772, + "FP": 118, + "IoU": 0.5914396887159533, + "TN": 170606, + "TP": 2736, + "n_pred": 2854, + "n_ref": 4508 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6687116564417178, + "FN": 196, + "FP": 20, + "IoU": 0.5023041474654378, + "TN": 174798, + "TP": 218, + "n_pred": 238, + "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": 0.0, + "FN": 0, + "FP": 149, + "IoU": 0.0, + "TN": 175083, + "TP": 0, + "n_pred": 149, + "n_ref": 0 + }, + "5": { + "Dice": 0.843994720633524, + "FN": 430, + "FP": 1343, + "IoU": 0.7300959050083726, + "TN": 168663, + "TP": 4796, + "n_pred": 6139, + "n_ref": 5226 + }, + "6": { + "Dice": 0.9518316032850846, + "FN": 2841, + "FP": 1159, + "IoU": 0.9080903471887135, + "TN": 131711, + "TP": 39521, + "n_pred": 40680, + "n_ref": 42362 + }, + "7": { + "Dice": 0.9466506383684298, + "FN": 952, + "FP": 1622, + "IoU": 0.8987052851127465, + "TN": 149821, + "TP": 22837, + "n_pred": 24459, + "n_ref": 23789 + }, + "8": { + "Dice": 0.9620837454665347, + "FN": 809, + "FP": 686, + "IoU": 0.9269377382465057, + "TN": 154770, + "TP": 18967, + "n_pred": 19653, + "n_ref": 19776 + }, + "9": { + "Dice": 0.9251101321585903, + "FN": 37, + "FP": 14, + "IoU": 0.860655737704918, + "TN": 174866, + "TP": 315, + "n_pred": 329, + "n_ref": 352 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9745245508982036, + "FN": 880, + "FP": 1779, + "IoU": 0.9503148532242092, + "TN": 1173107, + "TP": 50858, + "n_pred": 52637, + "n_ref": 51738 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 193, + "IoU": 0.0, + "TN": 1226431, + "TP": 0, + "n_pred": 193, + "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": 604, + "IoU": 0.0, + "TN": 1226020, + "TP": 0, + "n_pred": 604, + "n_ref": 0 + }, + "14": { + "Dice": 0.44467563013807065, + "FN": 1485, + "FP": 47624, + "IoU": 0.2859053961698972, + "TN": 1157853, + "TP": 19662, + "n_pred": 67286, + "n_ref": 21147 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8303000877083072, + "FN": 16909, + "FP": 4761, + "IoU": 0.7098402581578137, + "TN": 1151941, + "TP": 53013, + "n_pred": 57774, + "n_ref": 69922 + }, + "3": { + "Dice": 0.819173482488351, + "FN": 5757, + "FP": 14384, + "IoU": 0.6937289011891365, + "TN": 1160862, + "TP": 45621, + "n_pred": 60005, + "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": 0.8998633936333154, + "FN": 261, + "FP": 2158, + "IoU": 0.8179560505719446, + "TN": 1213336, + "TP": 10869, + "n_pred": 13027, + "n_ref": 11130 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 53467, + "IoU": 0.0, + "TN": 1173157, + "TP": 0, + "n_pred": 53467, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.963904022079926, + "FN": 7071, + "FP": 2450, + "IoU": 0.9303231000036591, + "TN": 739515, + "TP": 127124, + "n_pred": 129574, + "n_ref": 134195 + }, + "10": { + "Dice": 0.8510879848628193, + "FN": 3673, + "FP": 262, + "IoU": 0.7407773386034255, + "TN": 860980, + "TP": 11245, + "n_pred": 11507, + "n_ref": 14918 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6666666666666666, + "FN": 2, + "FP": 9, + "IoU": 0.5, + "TN": 876138, + "TP": 11, + "n_pred": 20, + "n_ref": 13 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.021157786885245902, + "FN": 76428, + "FP": 0, + "IoU": 0.010692003003080746, + "TN": 798906, + "TP": 826, + "n_pred": 826, + "n_ref": 77254 + }, + "15": { + "Dice": 0.6102570409543722, + "FN": 3154, + "FP": 15, + "IoU": 0.43911504424778763, + "TN": 870510, + "TP": 2481, + "n_pred": 2496, + "n_ref": 5635 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8537378114842904, + "FN": 22, + "FP": 383, + "IoU": 0.7448015122873346, + "TN": 874573, + "TP": 1182, + "n_pred": 1565, + "n_ref": 1204 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7942857142857143, + "FN": 95, + "FP": 553, + "IoU": 0.6587677725118484, + "TN": 874261, + "TP": 1251, + "n_pred": 1804, + "n_ref": 1346 + }, + "6": { + "Dice": 0.6975611383578554, + "FN": 9044, + "FP": 36281, + "IoU": 0.5355807162252164, + "TN": 778565, + "TP": 52270, + "n_pred": 88551, + "n_ref": 61314 + }, + "7": { + "Dice": 0.7868726976988949, + "FN": 1314, + "FP": 25416, + "IoU": 0.6486315955516997, + "TN": 800086, + "TP": 49344, + "n_pred": 74760, + "n_ref": 50658 + }, + "8": { + "Dice": 0.9687344913151364, + "FN": 81, + "FP": 45, + "IoU": 0.9393647738209817, + "TN": 874082, + "TP": 1952, + "n_pred": 1997, + "n_ref": 2033 + }, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.985513011768606, + "FN": 397, + "FP": 1351, + "IoU": 0.971439775178093, + "TN": 289260, + "TP": 59456, + "n_pred": 60807, + "n_ref": 59853 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9117329851847648, + "FN": 318, + "FP": 1237, + "IoU": 0.8377842687252243, + "TN": 340878, + "TP": 8031, + "n_pred": 9268, + "n_ref": 8349 + }, + "9": { + "Dice": 0.6274731486715659, + "FN": 45, + "FP": 5227, + "IoU": 0.457166392092257, + "TN": 340752, + "TP": 4440, + "n_pred": 9667, + "n_ref": 4485 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6871619698263592, + "FN": 1198, + "FP": 1000, + "IoU": 0.5234171725932351, + "TN": 871548, + "TP": 2414, + "n_pred": 3414, + "n_ref": 3612 + }, + "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": 440, + "IoU": 0.0, + "TN": 875720, + "TP": 0, + "n_pred": 440, + "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": 0.8132186996238582, + "FN": 3203, + "FP": 273, + "IoU": 0.6852304627365752, + "TN": 865117, + "TP": 7567, + "n_pred": 7840, + "n_ref": 10770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9798665260626312, + "FN": 2005, + "FP": 8744, + "IoU": 0.9605277653331766, + "TN": 603842, + "TP": 261569, + "n_pred": 270313, + "n_ref": 263574 + }, + "7": { + "Dice": 0.04869565217391304, + "FN": 0, + "FP": 547, + "IoU": 0.024955436720142603, + "TN": 875599, + "TP": 14, + "n_pred": 561, + "n_ref": 14 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8691666666666666, + "FN": 3358, + "FP": 724, + "IoU": 0.7686072218128224, + "TN": 858519, + "TP": 13559, + "n_pred": 14283, + "n_ref": 16917 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6515368929839136, + "FN": 389, + "FP": 8839, + "IoU": 0.4831699803976477, + "TN": 858305, + "TP": 8627, + "n_pred": 17466, + "n_ref": 9016 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 11545, + "IoU": 0.0, + "TN": 864615, + "TP": 0, + "n_pred": 11545, + "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": 0.6935041171088746, + "FN": 663, + "FP": 7, + "IoU": 0.530812324929972, + "TN": 874732, + "TP": 758, + "n_pred": 765, + "n_ref": 1421 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 928, + "IoU": 0.0, + "TN": 875232, + "TP": 0, + "n_pred": 928, + "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": 175, + "IoU": 0.0, + "TN": 875985, + "TP": 0, + "n_pred": 175, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8908, + "IoU": 0.0, + "TN": 867252, + "TP": 0, + "n_pred": 8908, + "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": 0.9094910238811231, + "FN": 31973, + "FP": 1917, + "IoU": 0.8340059951803452, + "TN": 671996, + "TP": 170274, + "n_pred": 172191, + "n_ref": 202247 + }, + "7": { + "Dice": 0.8997522185716001, + "FN": 3471, + "FP": 14897, + "IoU": 0.8177723543359425, + "TN": 775363, + "TP": 82429, + "n_pred": 97326, + "n_ref": 85900 + }, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.8737796373779637, + "FN": 281, + "FP": 81, + "IoU": 0.7758513931888545, + "TN": 699313, + "TP": 1253, + "n_pred": 1334, + "n_ref": 1534 + }, + "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": 2741, + "IoU": 0.0, + "TN": 698187, + "TP": 0, + "n_pred": 2741, + "n_ref": 0 + }, + "2": { + "Dice": 0.9066874027993779, + "FN": 48, + "FP": 72, + "IoU": 0.829302987197724, + "TN": 700225, + "TP": 583, + "n_pred": 655, + "n_ref": 631 + }, + "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": 0.8735559088500265, + "FN": 695, + "FP": 498, + "IoU": 0.7754986827248777, + "TN": 695614, + "TP": 4121, + "n_pred": 4619, + "n_ref": 4816 + }, + "7": { + "Dice": 0.9871177188230186, + "FN": 1557, + "FP": 2181, + "IoU": 0.9745631226522946, + "TN": 553976, + "TP": 143214, + "n_pred": 145395, + "n_ref": 144771 + }, + "8": { + "Dice": 0.6966559366862813, + "FN": 1340, + "FP": 13455, + "IoU": 0.534514220991694, + "TN": 669144, + "TP": 16989, + "n_pred": 30444, + "n_ref": 18329 + }, + "9": { + "Dice": 0.3963076923076923, + "FN": 913, + "FP": 68, + "IoU": 0.24712202609363007, + "TN": 699625, + "TP": 322, + "n_pred": 390, + "n_ref": 1235 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.8939032697547684, + "FN": 1735, + "FP": 757, + "IoU": 0.8081601231716705, + "TN": 337474, + "TP": 10498, + "n_pred": 11255, + "n_ref": 12233 + }, + "6": { + "Dice": 0.923009495982469, + "FN": 354, + "FP": 173, + "IoU": 0.8570265870862723, + "TN": 346778, + "TP": 3159, + "n_pred": 3332, + "n_ref": 3513 + }, + "7": { + "Dice": 0.8756218905472637, + "FN": 310, + "FP": 365, + "IoU": 0.7787610619469026, + "TN": 347413, + "TP": 2376, + "n_pred": 2741, + "n_ref": 2686 + }, + "8": { + "Dice": 0.9459863654903179, + "FN": 569, + "FP": 2212, + "IoU": 0.8975086607208668, + "TN": 323330, + "TP": 24353, + "n_pred": 26565, + "n_ref": 24922 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 350445, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.6846903489468721, + "FN": 568, + "FP": 435, + "IoU": 0.5205544933078394, + "TN": 348372, + "TP": 1089, + "n_pred": 1524, + "n_ref": 1657 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 111, + "IoU": 0.0, + "TN": 350353, + "TP": 0, + "n_pred": 111, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 68, + "FP": 0, + "IoU": 0.0, + "TN": 350396, + "TP": 0, + "n_pred": 0, + "n_ref": 68 + }, + "5": { + "Dice": 0.7796610169491526, + "FN": 4, + "FP": 9, + "IoU": 0.6388888888888888, + "TN": 350428, + "TP": 23, + "n_pred": 32, + "n_ref": 27 + }, + "6": { + "Dice": 0.9093279849502073, + "FN": 3524, + "FP": 14695, + "IoU": 0.8337318390888516, + "TN": 240888, + "TP": 91357, + "n_pred": 106052, + "n_ref": 94881 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8904267589388697, + "FN": 43, + "FP": 52, + "IoU": 0.8024948024948025, + "TN": 349983, + "TP": 386, + "n_pred": 438, + "n_ref": 429 + }, + "9": { + "Dice": 0.7076355815025349, + "FN": 11834, + "FP": 1487, + "IoU": 0.5475511174512601, + "TN": 321022, + "TP": 16121, + "n_pred": 17608, + "n_ref": 27955 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.5137362859882023, + "FN": 1587.8955555555556, + "FP": 1187.0533333333333, + "IoU": 0.44161979373227145, + "TN": 493493.10888888885, + "TP": 6063.675555555555, + "n_pred": 7250.728888888889, + "n_ref": 7651.571111111111 + }, + "mean": { + "1": { + "Dice": 0.5560321291454345, + "FN": 3174.1, + "FP": 97.4, + "IoU": 0.4881248706515705, + "TN": 496876.0, + "TP": 2184.233333333333, + "n_pred": 2281.633333333333, + "n_ref": 5358.333333333333 + }, + "10": { + "Dice": 0.634437346129948, + "FN": 2131.9, + "FP": 806.2, + "IoU": 0.5278326236373346, + "TN": 495991.0333333333, + "TP": 3402.6, + "n_pred": 4208.8, + "n_ref": 5534.5 + }, + "11": { + "Dice": 0.187770640019034, + "FN": 74.86666666666666, + "FP": 43.333333333333336, + "IoU": 0.13069687334393218, + "TN": 502147.76666666666, + "TP": 65.76666666666667, + "n_pred": 109.1, + "n_ref": 140.63333333333333 + }, + "12": { + "Dice": 0.480048225758084, + "FN": 297.46666666666664, + "FP": 52.766666666666666, + "IoU": 0.360973405954266, + "TN": 501654.8, + "TP": 326.7, + "n_pred": 379.46666666666664, + "n_ref": 624.1666666666666 + }, + "13": { + "Dice": 0.2595723484710927, + "FN": 1698.3666666666666, + "FP": 316.06666666666666, + "IoU": 0.1878918933498761, + "TN": 499290.8333333333, + "TP": 1026.4666666666667, + "n_pred": 1342.5333333333333, + "n_ref": 2724.8333333333335 + }, + "14": { + "Dice": 0.5150997543824121, + "FN": 2344.766666666667, + "FP": 2756.5666666666666, + "IoU": 0.4600065588369152, + "TN": 490758.2, + "TP": 6472.2, + "n_pred": 9228.766666666666, + "n_ref": 8816.966666666667 + }, + "15": { + "Dice": 0.46819000377403974, + "FN": 1701.1333333333334, + "FP": 1042.8666666666666, + "IoU": 0.3756588795768288, + "TN": 496440.7, + "TP": 3147.0333333333333, + "n_pred": 4189.9, + "n_ref": 4848.166666666667 + }, + "2": { + "Dice": 0.2972581616200738, + "FN": 687.5333333333333, + "FP": 2133.0, + "IoU": 0.2509347137262527, + "TN": 497555.93333333335, + "TP": 1955.2666666666667, + "n_pred": 4088.266666666667, + "n_ref": 2642.8 + }, + "3": { + "Dice": 0.58800548759071, + "FN": 1029.0, + "FP": 951.2, + "IoU": 0.5399640086742628, + "TN": 496580.56666666665, + "TP": 3770.9666666666667, + "n_pred": 4722.166666666667, + "n_ref": 4799.966666666666 + }, + "4": { + "Dice": 0.1903000064289096, + "FN": 745.0333333333333, + "FP": 251.33333333333334, + "IoU": 0.16881539733816858, + "TN": 500674.26666666666, + "TP": 661.1, + "n_pred": 912.4333333333333, + "n_ref": 1406.1333333333334 + }, + "5": { + "Dice": 0.573485541826546, + "FN": 254.53333333333333, + "FP": 150.13333333333333, + "IoU": 0.4663714342496925, + "TN": 501180.6666666667, + "TP": 746.4, + "n_pred": 896.5333333333333, + "n_ref": 1000.9333333333333 + }, + "6": { + "Dice": 0.7170187961387189, + "FN": 6396.6, + "FP": 6149.466666666666, + "IoU": 0.66102022698603, + "TN": 438704.13333333336, + "TP": 51081.53333333333, + "n_pred": 57231.0, + "n_ref": 57478.13333333333 + }, + "7": { + "Dice": 0.6141278861955031, + "FN": 2656.6666666666665, + "FP": 2413.3, + "IoU": 0.5293445988046894, + "TN": 490408.6666666667, + "TP": 6853.1, + "n_pred": 9266.4, + "n_ref": 9509.766666666666 + }, + "8": { + "Dice": 0.7992900142335679, + "FN": 328.3666666666667, + "FP": 223.46666666666667, + "IoU": 0.7593431403951274, + "TN": 495333.1, + "TP": 6446.8, + "n_pred": 6670.266666666666, + "n_ref": 6775.166666666667 + }, + "9": { + "Dice": 0.8254079481089616, + "FN": 298.1, + "FP": 418.7, + "IoU": 0.717318280459125, + "TN": 498799.9666666667, + "TP": 2814.9666666666667, + "n_pred": 3233.6666666666665, + "n_ref": 3113.0666666666666 + } + }, + "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": 0.8645379777455249, + "FN": 246, + "FP": 314, + "IoU": 0.7613975287601193, + "TN": 348117, + "TP": 1787, + "n_pred": 2101, + "n_ref": 2033 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.97744922095812, + "FN": 6655, + "FP": 1563, + "IoU": 0.955893087161872, + "TN": 164144, + "TP": 178102, + "n_pred": 179665, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.8545312091930007, + "FN": 317, + "FP": 240, + "IoU": 0.7460100319197447, + "TN": 523503, + "TP": 1636, + "n_pred": 1876, + "n_ref": 1953 + }, + "6": { + "Dice": 0.9591043961467666, + "FN": 3051, + "FP": 3992, + "IoU": 0.9214222757751225, + "TN": 436065, + "TP": 82588, + "n_pred": 86580, + "n_ref": 85639 + }, + "7": { + "Dice": 0.2685823754789272, + "FN": 3760, + "FP": 58, + "IoU": 0.1551228147820314, + "TN": 521177, + "TP": 701, + "n_pred": 759, + "n_ref": 4461 + }, + "8": { + "Dice": 0.8903394255874674, + "FN": 121, + "FP": 383, + "IoU": 0.8023529411764706, + "TN": 523146, + "TP": 2046, + "n_pred": 2429, + "n_ref": 2167 + }, + "9": { + "Dice": 0.8592313403003826, + "FN": 4648, + "FP": 2747, + "IoU": 0.7532038446135363, + "TN": 495732, + "TP": 22569, + "n_pred": 25316, + "n_ref": 27217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.5633119200571021, + "FN": 2246, + "FP": 813, + "IoU": 0.3920906200317965, + "TN": 520664, + "TP": 1973, + "n_pred": 2786, + "n_ref": 4219 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 302, + "IoU": 0.0, + "TN": 525394, + "TP": 0, + "n_pred": 302, + "n_ref": 0 + }, + "13": { + "Dice": 0.7588652482269503, + "FN": 449, + "FP": 435, + "IoU": 0.6114285714285714, + "TN": 523421, + "TP": 1391, + "n_pred": 1826, + "n_ref": 1840 + }, + "14": { + "Dice": 0.8574934433634702, + "FN": 8236, + "FP": 12901, + "IoU": 0.7505369998819781, + "TN": 440966, + "TP": 63593, + "n_pred": 76494, + "n_ref": 71829 + }, + "15": { + "Dice": 0.3561446031664174, + "FN": 10669, + "FP": 1816, + "IoU": 0.21665202660308697, + "TN": 509758, + "TP": 3453, + "n_pred": 5269, + "n_ref": 14122 + }, + "2": { + "Dice": 0.9342929073246603, + "FN": 1976, + "FP": 3009, + "IoU": 0.8766882699252956, + "TN": 485270, + "TP": 35441, + "n_pred": 38450, + "n_ref": 37417 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 96, + "FP": 0, + "IoU": 0.0, + "TN": 525600, + "TP": 0, + "n_pred": 0, + "n_ref": 96 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9758028790330477, + "FN": 3220, + "FP": 1969, + "IoU": 0.9527490939554536, + "TN": 415878, + "TP": 104629, + "n_pred": 106598, + "n_ref": 107849 + }, + "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": 0.8501806917914301, + "FN": 849, + "FP": 602, + "IoU": 0.7394037356321839, + "TN": 520128, + "TP": 4117, + "n_pred": 4719, + "n_ref": 4966 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 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": 0.407530750909897, + "FN": 47166, + "FP": 10297, + "IoU": 0.2559112216093026, + "TN": 623702, + "TP": 19763, + "n_pred": 30060, + "n_ref": 66929 + }, + "15": { + "Dice": 0.45584263922341434, + "FN": 10971, + "FP": 18851, + "IoU": 0.29520478339990075, + "TN": 658615, + "TP": 12491, + "n_pred": 31342, + "n_ref": 23462 + }, + "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": 0.978711339836208, + "FN": 5742, + "FP": 190, + "IoU": 0.9583101996640639, + "TN": 558639, + "TP": 136357, + "n_pred": 136547, + "n_ref": 142099 + }, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.5492227979274611, + "FN": 150, + "FP": 24, + "IoU": 0.37857142857142856, + "TN": 350184, + "TP": 106, + "n_pred": 130, + "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": 0.42657830484827347, + "FN": 3194, + "FP": 94, + "IoU": 0.2711150520948792, + "TN": 345953, + "TP": 1223, + "n_pred": 1317, + "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": 0.8995241707468451, + "FN": 1285, + "FP": 3086, + "IoU": 0.8173956636169946, + "TN": 326527, + "TP": 19566, + "n_pred": 22652, + "n_ref": 20851 + }, + "5": { + "Dice": 0.7991266375545851, + "FN": 310, + "FP": 2266, + "IoU": 0.6654545454545454, + "TN": 342764, + "TP": 5124, + "n_pred": 7390, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9600389364209232, + "FN": 3547, + "FP": 1133, + "IoU": 0.9231489235922952, + "TN": 289567, + "TP": 56217, + "n_pred": 57350, + "n_ref": 59764 + }, + "7": { + "Dice": 0.8874247873878114, + "FN": 1305, + "FP": 2044, + "IoU": 0.797631276814309, + "TN": 333915, + "TP": 13200, + "n_pred": 15244, + "n_ref": 14505 + }, + "8": { + "Dice": 0.9564187187949564, + "FN": 1780, + "FP": 1310, + "IoU": 0.9164774570223808, + "TN": 313468, + "TP": 33906, + "n_pred": 35216, + "n_ref": 35686 + }, + "9": { + "Dice": 0.5489021956087824, + "FN": 110, + "FP": 342, + "IoU": 0.3782668500687758, + "TN": 349737, + "TP": 275, + "n_pred": 617, + "n_ref": 385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8973330787346445, + "FN": 311, + "FP": 1302, + "IoU": 0.8137843454167629, + "TN": 341802, + "TP": 7049, + "n_pred": 8351, + "n_ref": 7360 + }, + "10": { + "Dice": 0.9294736123438246, + "FN": 525, + "FP": 508, + "IoU": 0.8682397959183673, + "TN": 342624, + "TP": 6807, + "n_pred": 7315, + "n_ref": 7332 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7044091710758378, + "FN": 1587, + "FP": 89, + "IoU": 0.5436972502041928, + "TN": 346791, + "TP": 1997, + "n_pred": 2086, + "n_ref": 3584 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.961093316250267, + "FN": 113, + "FP": 798, + "IoU": 0.9251007152840582, + "TN": 338301, + "TP": 11252, + "n_pred": 12050, + "n_ref": 11365 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7115384615384616, + "FN": 268, + "FP": 212, + "IoU": 0.5522388059701493, + "TN": 349392, + "TP": 592, + "n_pred": 804, + "n_ref": 860 + }, + "6": { + "Dice": 0.33712660028449504, + "FN": 847, + "FP": 85, + "IoU": 0.20273738237810093, + "TN": 349295, + "TP": 237, + "n_pred": 322, + "n_ref": 1084 + }, + "7": { + "Dice": 0.9475472191170279, + "FN": 2274, + "FP": 1339, + "IoU": 0.9003227853339587, + "TN": 314217, + "TP": 32634, + "n_pred": 33973, + "n_ref": 34908 + }, + "8": { + "Dice": 0.9456894960310135, + "FN": 258, + "FP": 1213, + "IoU": 0.8969743661577252, + "TN": 336186, + "TP": 12807, + "n_pred": 14020, + "n_ref": 13065 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3545882419254833, + "FN": 91602, + "FP": 0, + "IoU": 0.21550122039994862, + "TN": 934627, + "TP": 25163, + "n_pred": 25163, + "n_ref": 116765 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2920, + "IoU": 0.0, + "TN": 1048472, + "TP": 0, + "n_pred": 2920, + "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": 577, + "IoU": 0.0, + "TN": 1050815, + "TP": 0, + "n_pred": 577, + "n_ref": 0 + }, + "14": { + "Dice": 0.9680466696275313, + "FN": 4176, + "FP": 1148, + "IoU": 0.938072140605553, + "TN": 965421, + "TP": 80647, + "n_pred": 81795, + "n_ref": 84823 + }, + "15": { + "Dice": 0.7272220895997453, + "FN": 4910, + "FP": 1946, + "IoU": 0.571366051891216, + "TN": 1035397, + "TP": 9139, + "n_pred": 11085, + "n_ref": 14049 + }, + "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": 0.4272415482606565, + "FN": 1169, + "FP": 0, + "IoU": 0.27165109034267915, + "TN": 1049787, + "TP": 436, + "n_pred": 436, + "n_ref": 1605 + }, + "6": { + "Dice": 0.0021801929470758163, + "FN": 0, + "FP": 91535, + "IoU": 0.0010912860806460414, + "TN": 959757, + "TP": 100, + "n_pred": 91635, + "n_ref": 100 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9732289467511143, + "FN": 1696, + "FP": 130, + "IoU": 0.9478538995345118, + "TN": 1016375, + "TP": 33191, + "n_pred": 33321, + "n_ref": 34887 + }, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 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": 0.9543509962609976, + "FN": 4545, + "FP": 2060, + "IoU": 0.9126877115059222, + "TN": 625280, + "TP": 69043, + "n_pred": 71103, + "n_ref": 73588 + }, + "7": { + "Dice": 0.8190179498590714, + "FN": 1280, + "FP": 1160, + "IoU": 0.6935058409747519, + "TN": 692967, + "TP": 5521, + "n_pred": 6681, + "n_ref": 6801 + }, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.15686159615609985, + "FN": 27115, + "FP": 1663, + "IoU": 0.08510570656493403, + "TN": 1195169, + "TP": 2677, + "n_pred": 4340, + "n_ref": 29792 + }, + "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": 0.23642838530356988, + "FN": 7594, + "FP": 1197, + "IoU": 0.13406225374310482, + "TN": 1216472, + "TP": 1361, + "n_pred": 2558, + "n_ref": 8955 + }, + "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": 0.9188348515499842, + "FN": 1515, + "FP": 5426, + "IoU": 0.8498561509009496, + "TN": 1180395, + "TP": 39288, + "n_pred": 44714, + "n_ref": 40803 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 378, + "IoU": 0.0, + "TN": 1226246, + "TP": 0, + "n_pred": 378, + "n_ref": 0 + }, + "5": { + "Dice": 0.7698690311559424, + "FN": 1758, + "FP": 1071, + "IoU": 0.625843142441476, + "TN": 1219063, + "TP": 4732, + "n_pred": 5803, + "n_ref": 6490 + }, + "6": { + "Dice": 0.8650287189089345, + "FN": 98607, + "FP": 8077, + "IoU": 0.7621591253633916, + "TN": 778072, + "TP": 341868, + "n_pred": 349945, + "n_ref": 440475 + }, + "7": { + "Dice": 0.42828666350261035, + "FN": 25918, + "FP": 28289, + "IoU": 0.272496678342795, + "TN": 1152113, + "TP": 20304, + "n_pred": 48593, + "n_ref": 46222 + }, + "8": { + "Dice": 0.8475641697223677, + "FN": 1773, + "FP": 264, + "IoU": 0.7354545454545455, + "TN": 1218924, + "TP": 5663, + "n_pred": 5927, + "n_ref": 7436 + }, + "9": { + "Dice": 0.80951968844656, + "FN": 1601, + "FP": 600, + "IoU": 0.6799941843559174, + "TN": 1219746, + "TP": 4677, + "n_pred": 5277, + "n_ref": 6278 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9771631522056174, + "FN": 769, + "FP": 562, + "IoU": 0.9553460596504176, + "TN": 846353, + "TP": 28476, + "n_pred": 29038, + "n_ref": 29245 + }, + "10": { + "Dice": 0.7918463347706781, + "FN": 487, + "FP": 1637, + "IoU": 0.6554185593770279, + "TN": 869996, + "TP": 4040, + "n_pred": 5677, + "n_ref": 4527 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 124, + "IoU": 0.0, + "TN": 876036, + "TP": 0, + "n_pred": 124, + "n_ref": 0 + }, + "12": { + "Dice": 0.6237607124852966, + "FN": 1920, + "FP": 319, + "IoU": 0.45323565323565324, + "TN": 872065, + "TP": 1856, + "n_pred": 2175, + "n_ref": 3776 + }, + "13": { + "Dice": 0.0, + "FN": 57, + "FP": 0, + "IoU": 0.0, + "TN": 876103, + "TP": 0, + "n_pred": 0, + "n_ref": 57 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 765, + "IoU": 0.0, + "TN": 875395, + "TP": 0, + "n_pred": 765, + "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": 2041, + "IoU": 0.0, + "TN": 874119, + "TP": 0, + "n_pred": 2041, + "n_ref": 0 + }, + "3": { + "Dice": 0.9079129734085415, + "FN": 2758, + "FP": 99, + "IoU": 0.8313558821793282, + "TN": 859219, + "TP": 14084, + "n_pred": 14183, + "n_ref": 16842 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7573812580231065, + "FN": 1602, + "FP": 99, + "IoU": 0.609504132231405, + "TN": 871804, + "TP": 2655, + "n_pred": 2754, + "n_ref": 4257 + }, + "6": { + "Dice": 0.9305122343959372, + "FN": 5156, + "FP": 1015, + "IoU": 0.8700541177957001, + "TN": 828671, + "TP": 41318, + "n_pred": 42333, + "n_ref": 46474 + }, + "7": { + "Dice": 0.012535998644756904, + "FN": 5828, + "FP": 1, + "IoU": 0.006307534947153085, + "TN": 870294, + "TP": 37, + "n_pred": 38, + "n_ref": 5865 + }, + "8": { + "Dice": 0.9706699948941964, + "FN": 223, + "FP": 294, + "IoU": 0.9430114638447972, + "TN": 867088, + "TP": 8555, + "n_pred": 8849, + "n_ref": 8778 + }, + "9": { + "Dice": 0.8615479149791917, + "FN": 198, + "FP": 4759, + "IoU": 0.7567713444553483, + "TN": 855780, + "TP": 15423, + "n_pred": 20182, + "n_ref": 15621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0185.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": 0.7139039534700935, + "FN": 6643, + "FP": 637, + "IoU": 0.5550938092036912, + "TN": 334101, + "TP": 9083, + "n_pred": 9720, + "n_ref": 15726 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.06784660766961652, + "FN": 444, + "FP": 188, + "IoU": 0.035114503816793895, + "TN": 349809, + "TP": 23, + "n_pred": 211, + "n_ref": 467 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 380, + "IoU": 0.0, + "TN": 350084, + "TP": 0, + "n_pred": 380, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.2036933887484468, + "FN": 9, + "FP": 18576, + "IoU": 0.11339566835225647, + "TN": 329502, + "TP": 2377, + "n_pred": 20953, + "n_ref": 2386 + }, + "3": { + "Dice": 0.2968974554062051, + "FN": 22023, + "FP": 2928, + "IoU": 0.17432740990767398, + "TN": 320245, + "TP": 5268, + "n_pred": 8196, + "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": 0.6590909090909091, + "FN": 60, + "FP": 0, + "IoU": 0.4915254237288136, + "TN": 350346, + "TP": 58, + "n_pred": 58, + "n_ref": 118 + }, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.7676433626562603, + "FN": 2206, + "FP": 4820, + "IoU": 0.6229068269643624, + "TN": 682296, + "TP": 11606, + "n_pred": 16426, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4827745664739884, + "FN": 2222, + "FP": 15, + "IoU": 0.3181956720512039, + "TN": 697647, + "TP": 1044, + "n_pred": 1059, + "n_ref": 3266 + }, + "13": { + "Dice": 0.003669724770642202, + "FN": 66, + "FP": 477, + "IoU": 0.001838235294117647, + "TN": 700384, + "TP": 1, + "n_pred": 478, + "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": 0.957731674966841, + "FN": 467, + "FP": 1222, + "IoU": 0.9188916634652324, + "TN": 680104, + "TP": 19135, + "n_pred": 20357, + "n_ref": 19602 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8416817307131611, + "FN": 2124, + "FP": 591, + "IoU": 0.7266411598872332, + "TN": 690996, + "TP": 7217, + "n_pred": 7808, + "n_ref": 9341 + }, + "6": { + "Dice": 0.895873956789642, + "FN": 559, + "FP": 776, + "IoU": 0.811387397569935, + "TN": 693850, + "TP": 5743, + "n_pred": 6519, + "n_ref": 6302 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9706616864644183, + "FN": 1212, + "FP": 1490, + "IoU": 0.9429957805907173, + "TN": 653528, + "TP": 44698, + "n_pred": 46188, + "n_ref": 45910 + }, + "9": { + "Dice": 0.7965116279069767, + "FN": 124, + "FP": 16, + "IoU": 0.6618357487922706, + "TN": 700514, + "TP": 274, + "n_pred": 290, + "n_ref": 398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 600, + "IoU": 0.0, + "TN": 525096, + "TP": 0, + "n_pred": 600, + "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": 224, + "IoU": 0.0, + "TN": 525472, + "TP": 0, + "n_pred": 224, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.16114645024493676, + "FN": 10823, + "FP": 650, + "IoU": 0.08763419483101392, + "TN": 162657, + "TP": 1102, + "n_pred": 1752, + "n_ref": 11925 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7508213729897977, + "FN": 8163, + "FP": 483, + "IoU": 0.6010520487264673, + "TN": 153560, + "TP": 13026, + "n_pred": 13509, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 0.0, + "FN": 273, + "FP": 0, + "IoU": 0.0, + "TN": 174959, + "TP": 0, + "n_pred": 0, + "n_ref": 273 + }, + "8": { + "Dice": 0.9431464174454829, + "FN": 485, + "FP": 683, + "IoU": 0.89240972733972, + "TN": 164376, + "TP": 9688, + "n_pred": 10371, + "n_ref": 10173 + }, + "9": { + "Dice": 0.9317488357154328, + "FN": 232, + "FP": 2743, + "IoU": 0.8722188815393866, + "TN": 151950, + "TP": 20307, + "n_pred": 23050, + "n_ref": 20539 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8908837023738281, + "FN": 852, + "FP": 242, + "IoU": 0.8032374100719425, + "TN": 169672, + "TP": 4466, + "n_pred": 4708, + "n_ref": 5318 + }, + "10": { + "Dice": 0.8663707552957309, + "FN": 2459, + "FP": 1244, + "IoU": 0.7642452409753613, + "TN": 159525, + "TP": 12004, + "n_pred": 13248, + "n_ref": 14463 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 363, + "IoU": 0.0, + "TN": 174869, + "TP": 0, + "n_pred": 363, + "n_ref": 0 + }, + "12": { + "Dice": 0.743782340176932, + "FN": 1274, + "FP": 261, + "IoU": 0.592080786606431, + "TN": 171469, + "TP": 2228, + "n_pred": 2489, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2210, + "IoU": 0.0, + "TN": 173022, + "TP": 0, + "n_pred": 2210, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2903, + "IoU": 0.0, + "TN": 172329, + "TP": 0, + "n_pred": 2903, + "n_ref": 0 + }, + "3": { + "Dice": 0.9057117750439367, + "FN": 3651, + "FP": 641, + "IoU": 0.8276720468963302, + "TN": 150326, + "TP": 20614, + "n_pred": 21255, + "n_ref": 24265 + }, + "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": 18, + "IoU": 0.0, + "TN": 175214, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "6": { + "Dice": 0.928965911254999, + "FN": 192, + "FP": 181, + "IoU": 0.8673541963015647, + "TN": 172420, + "TP": 2439, + "n_pred": 2620, + "n_ref": 2631 + }, + "7": { + "Dice": 0.9173221849386655, + "FN": 1416, + "FP": 87, + "IoU": 0.8472716187379331, + "TN": 165391, + "TP": 8338, + "n_pred": 8425, + "n_ref": 9754 + }, + "8": { + "Dice": 0.9758100084817642, + "FN": 434, + "FP": 279, + "IoU": 0.9527626871604611, + "TN": 160138, + "TP": 14381, + "n_pred": 14660, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.7793960777878067, + "FN": 10262, + "FP": 492, + "IoU": 0.6385331585492925, + "TN": 495945, + "TP": 18997, + "n_pred": 19489, + "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": 0.017551509865910826, + "FN": 18024, + "FP": 0, + "IoU": 0.008853450646136926, + "TN": 507511, + "TP": 161, + "n_pred": 161, + "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": 0.6727991807620326, + "FN": 18391, + "FP": 141, + "IoU": 0.5069309564986032, + "TN": 488111, + "TP": 19053, + "n_pred": 19194, + "n_ref": 37444 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 17246, + "IoU": 0.0, + "TN": 508450, + "TP": 0, + "n_pred": 17246, + "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": 0.9409767302506741, + "FN": 1164, + "FP": 4155, + "IoU": 0.8885326291965296, + "TN": 477978, + "TP": 42399, + "n_pred": 46554, + "n_ref": 43563 + }, + "7": { + "Dice": 0.8742019154030327, + "FN": 2043, + "FP": 479, + "IoU": 0.776517501107665, + "TN": 514411, + "TP": 8763, + "n_pred": 9242, + "n_ref": 10806 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 88, + "IoU": 0.0, + "TN": 525608, + "TP": 0, + "n_pred": 88, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.8767816704409218, + "FN": 81, + "FP": 1769, + "IoU": 0.7805977229601518, + "TN": 342032, + "TP": 6582, + "n_pred": 8351, + "n_ref": 6663 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6964160635068877, + "FN": 10190, + "FP": 212, + "IoU": 0.5342318542067792, + "TN": 328131, + "TP": 11931, + "n_pred": 12143, + "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": 0.0, + "FN": 0, + "FP": 52, + "IoU": 0.0, + "TN": 350412, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.05197586139770294, + "FN": 7799, + "FP": 1941, + "IoU": 0.026681323073848306, + "TN": 340457, + "TP": 267, + "n_pred": 2208, + "n_ref": 8066 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9769385832292556, + "FN": 937, + "FP": 3273, + "IoU": 0.9549168478202671, + "TN": 257081, + "TP": 89173, + "n_pred": 92446, + "n_ref": 90110 + }, + "7": { + "Dice": 0.8169232438801296, + "FN": 5005, + "FP": 6804, + "IoU": 0.6905073907118147, + "TN": 312308, + "TP": 26347, + "n_pred": 33151, + "n_ref": 31352 + }, + "8": { + "Dice": 0.964154366694454, + "FN": 1287, + "FP": 175, + "IoU": 0.9307896231774285, + "TN": 329340, + "TP": 19662, + "n_pred": 19837, + "n_ref": 20949 + }, + "9": { + "Dice": 0.9456212901229358, + "FN": 1181, + "FP": 752, + "IoU": 0.8968516542155817, + "TN": 331724, + "TP": 16807, + "n_pred": 17559, + "n_ref": 17988 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.9022271440876092, + "FN": 1624, + "FP": 2349, + "IoU": 0.8218705164992827, + "TN": 328160, + "TP": 18331, + "n_pred": 20680, + "n_ref": 19955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7377641824249166, + "FN": 1477, + "FP": 409, + "IoU": 0.5844899757655871, + "TN": 345925, + "TP": 2653, + "n_pred": 3062, + "n_ref": 4130 + }, + "13": { + "Dice": 0.48124191461837, + "FN": 585, + "FP": 1420, + "IoU": 0.31686541737649065, + "TN": 347529, + "TP": 930, + "n_pred": 2350, + "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": 0.9318728292813251, + "FN": 343, + "FP": 167, + "IoU": 0.8724362181090545, + "TN": 346466, + "TP": 3488, + "n_pred": 3655, + "n_ref": 3831 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.9701803464079519, + "FN": 675, + "FP": 327, + "IoU": 0.942087619928332, + "TN": 333162, + "TP": 16300, + "n_pred": 16627, + "n_ref": 16975 + }, + "8": { + "Dice": 0.9530869541691467, + "FN": 582, + "FP": 285, + "IoU": 0.9103783336778996, + "TN": 340790, + "TP": 8807, + "n_pred": 9092, + "n_ref": 9389 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.772256728778468, + "FN": 4, + "FP": 216, + "IoU": 0.6290050590219224, + "TN": 700335, + "TP": 373, + "n_pred": 589, + "n_ref": 377 + }, + "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": 0.884896872920825, + "FN": 95, + "FP": 78, + "IoU": 0.7935560859188544, + "TN": 700090, + "TP": 665, + "n_pred": 743, + "n_ref": 760 + }, + "15": { + "Dice": 0.9276170691102605, + "FN": 8506, + "FP": 1668, + "IoU": 0.8650054401188865, + "TN": 625562, + "TP": 65192, + "n_pred": 66860, + "n_ref": 73698 + }, + "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": 0.17582597317631665, + "FN": 2, + "FP": 10076, + "IoU": 0.09638662243342598, + "TN": 689775, + "TP": 1075, + "n_pred": 11151, + "n_ref": 1077 + }, + "7": { + "Dice": 0.9229400453462675, + "FN": 5038, + "FP": 332, + "IoU": 0.8569068428906417, + "TN": 663400, + "TP": 32158, + "n_pred": 32490, + "n_ref": 37196 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 700818, + "TP": 0, + "n_pred": 110, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.7528117445079009, + "FN": 1582, + "FP": 5473, + "IoU": 0.6036071468704349, + "TN": 1033594, + "TP": 10743, + "n_pred": 16216, + "n_ref": 12325 + }, + "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": 0.26244035446489433, + "FN": 2331, + "FP": 1997, + "IoU": 0.1510396233817183, + "TN": 1046294, + "TP": 770, + "n_pred": 2767, + "n_ref": 3101 + }, + "14": { + "Dice": 0.028605482717520857, + "FN": 815, + "FP": 0, + "IoU": 0.014510278113663845, + "TN": 1050565, + "TP": 12, + "n_pred": 12, + "n_ref": 827 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2118, + "IoU": 0.0, + "TN": 1049274, + "TP": 0, + "n_pred": 2118, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 36954, + "IoU": 0.0, + "TN": 1014438, + "TP": 0, + "n_pred": 36954, + "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": 13171, + "FP": 2135, + "IoU": 0.0, + "TN": 1036086, + "TP": 0, + "n_pred": 2135, + "n_ref": 13171 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6033192542343957, + "FN": 46535, + "FP": 46443, + "IoU": 0.43196647198260063, + "TN": 887708, + "TP": 70706, + "n_pred": 117149, + "n_ref": 117241 + }, + "7": { + "Dice": 0.399039903990399, + "FN": 11896, + "FP": 28164, + "IoU": 0.2492503748125937, + "TN": 998032, + "TP": 13300, + "n_pred": 41464, + "n_ref": 25196 + }, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.016298904300846816, + "FN": 8329, + "FP": 56491, + "IoU": 0.008216411401992136, + "TN": 635571, + "TP": 537, + "n_pred": 57028, + "n_ref": 8866 + }, + "15": { + "Dice": 0.0, + "FN": 14994, + "FP": 3937, + "IoU": 0.0, + "TN": 681997, + "TP": 0, + "n_pred": 3937, + "n_ref": 14994 + }, + "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": 88, + "FP": 7, + "IoU": 0.0, + "TN": 700833, + "TP": 0, + "n_pred": 7, + "n_ref": 88 + }, + "6": { + "Dice": 0.9395950116196445, + "FN": 10972, + "FP": 6625, + "IoU": 0.8860718517127745, + "TN": 546471, + "TP": 136860, + "n_pred": 143485, + "n_ref": 147832 + }, + "7": { + "Dice": 0.7728213524450898, + "FN": 11470, + "FP": 3238, + "IoU": 0.6297545626179988, + "TN": 661203, + "TP": 25017, + "n_pred": 28255, + "n_ref": 36487 + }, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9579259112192056, + "FN": 1526, + "FP": 1017, + "IoU": 0.9192493331639782, + "TN": 318972, + "TP": 28949, + "n_pred": 29966, + "n_ref": 30475 + }, + "15": { + "Dice": 0.8105036253184401, + "FN": 984, + "FP": 950, + "IoU": 0.6813838550247117, + "TN": 344394, + "TP": 4136, + "n_pred": 5086, + "n_ref": 5120 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.9965028740747547, + "FN": 107, + "FP": 1111, + "IoU": 0.9930301226881524, + "TN": 175712, + "TP": 173534, + "n_pred": 174645, + "n_ref": 173641 + }, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.0, + "FN": 298, + "FP": 0, + "IoU": 0.0, + "TN": 525398, + "TP": 0, + "n_pred": 0, + "n_ref": 298 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.7892221927263074, + "FN": 1519, + "FP": 69, + "IoU": 0.6518307388730542, + "TN": 521135, + "TP": 2973, + "n_pred": 3042, + "n_ref": 4492 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.5571020903093838, + "FN": 1117.7177777777774, + "FP": 552.86, + "IoU": 0.4800360264696802, + "TN": 453871.1666666666, + "TP": 5902.522222222223, + "n_pred": 6455.382222222222, + "n_ref": 7020.24 + }, + "mean": { + "1": { + "Dice": 0.7200067088934612, + "FN": 239.43333333333334, + "FP": 138.8, + "IoU": 0.6574161285216947, + "TN": 458921.4666666667, + "TP": 2144.5666666666666, + "n_pred": 2283.366666666667, + "n_ref": 2384.0 + }, + "10": { + "Dice": 0.4531431673921248, + "FN": 2125.5333333333333, + "FP": 565.9666666666667, + "IoU": 0.35117104845064334, + "TN": 456351.4666666667, + "TP": 2401.3, + "n_pred": 2967.266666666667, + "n_ref": 4526.833333333333 + }, + "11": { + "Dice": 0.39464246879874854, + "FN": 35.9, + "FP": 19.033333333333335, + "IoU": 0.2958439935652129, + "TN": 461335.6, + "TP": 53.733333333333334, + "n_pred": 72.76666666666667, + "n_ref": 89.63333333333334 + }, + "12": { + "Dice": 0.46829491363510956, + "FN": 80.63333333333334, + "FP": 62.766666666666666, + "IoU": 0.36418770679026385, + "TN": 461143.5, + "TP": 157.36666666666667, + "n_pred": 220.13333333333333, + "n_ref": 238.0 + }, + "13": { + "Dice": 0.2944496904989905, + "FN": 2133.733333333333, + "FP": 328.3333333333333, + "IoU": 0.21061403660587075, + "TN": 457708.5333333333, + "TP": 1273.6666666666667, + "n_pred": 1602.0, + "n_ref": 3407.4 + }, + "14": { + "Dice": 0.44818172840188575, + "FN": 221.06666666666666, + "FP": 330.26666666666665, + "IoU": 0.4093167937907809, + "TN": 456754.1666666667, + "TP": 4138.766666666666, + "n_pred": 4469.033333333334, + "n_ref": 4359.833333333333 + }, + "15": { + "Dice": 0.8981690110034345, + "FN": 128.33333333333334, + "FP": 26.833333333333332, + "IoU": 0.8151604193138501, + "TN": 460604.8, + "TP": 684.3, + "n_pred": 711.1333333333333, + "n_ref": 812.6333333333333 + }, + "2": { + "Dice": 0.630270546231591, + "FN": 1049.7333333333333, + "FP": 204.03333333333333, + "IoU": 0.5655188057757937, + "TN": 454957.76666666666, + "TP": 5232.733333333334, + "n_pred": 5436.766666666666, + "n_ref": 6282.466666666666 + }, + "3": { + "Dice": 0.2667705016942633, + "FN": 25.9, + "FP": 391.3, + "IoU": 0.24062966448292694, + "TN": 460410.63333333336, + "TP": 616.4333333333333, + "n_pred": 1007.7333333333333, + "n_ref": 642.3333333333334 + }, + "4": { + "Dice": 0.5242986891786229, + "FN": 337.8666666666667, + "FP": 136.36666666666667, + "IoU": 0.44150529864469235, + "TN": 460144.9666666667, + "TP": 825.0666666666667, + "n_pred": 961.4333333333333, + "n_ref": 1162.9333333333334 + }, + "5": { + "Dice": 0.4274338652536518, + "FN": 304.4, + "FP": 146.86666666666667, + "IoU": 0.35999804561485704, + "TN": 460413.86666666664, + "TP": 579.1333333333333, + "n_pred": 726.0, + "n_ref": 883.5333333333333 + }, + "6": { + "Dice": 0.7559354241787786, + "FN": 1408.0333333333333, + "FP": 2247.233333333333, + "IoU": 0.7151007175662513, + "TN": 410259.7, + "TP": 47529.3, + "n_pred": 49776.53333333333, + "n_ref": 48937.333333333336 + }, + "7": { + "Dice": 0.6426787394787203, + "FN": 6377.566666666667, + "FP": 2627.866666666667, + "IoU": 0.5421692736267939, + "TN": 436708.9, + "TP": 15729.933333333332, + "n_pred": 18357.8, + "n_ref": 22107.5 + }, + "8": { + "Dice": 0.8011578700033587, + "FN": 1400.2, + "FP": 588.3, + "IoU": 0.7161825484873335, + "TN": 454702.73333333334, + "TP": 4753.033333333334, + "n_pred": 5341.333333333333, + "n_ref": 6153.233333333334 + }, + "9": { + "Dice": 0.6310980299980173, + "FN": 897.4333333333333, + "FP": 478.93333333333334, + "IoU": 0.5157259158082377, + "TN": 457649.4, + "TP": 2418.5, + "n_pred": 2897.4333333333334, + "n_ref": 3315.9333333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9166904374381261, + "FN": 4866, + "FP": 99, + "IoU": 0.8461943558130169, + "TN": 493415, + "TP": 27316, + "n_pred": 27415, + "n_ref": 32182 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 623, + "IoU": 0.0, + "TN": 525073, + "TP": 0, + "n_pred": 623, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 284, + "FP": 0, + "IoU": 0.0, + "TN": 525412, + "TP": 0, + "n_pred": 0, + "n_ref": 284 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.15345911949685534, + "FN": 2785, + "FP": 11348, + "IoU": 0.08310626702997276, + "TN": 510282, + "TP": 1281, + "n_pred": 12629, + "n_ref": 4066 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7447864945382324, + "FN": 1, + "FP": 256, + "IoU": 0.5933544303797469, + "TN": 525064, + "TP": 375, + "n_pred": 631, + "n_ref": 376 + }, + "9": { + "Dice": 0.5133515696235509, + "FN": 2233, + "FP": 5239, + "IoU": 0.3453079821256462, + "TN": 514283, + "TP": 3941, + "n_pred": 9180, + "n_ref": 6174 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.09439437910493356, + "FN": 5077, + "FP": 852, + "IoU": 0.04953510740621994, + "TN": 344226, + "TP": 309, + "n_pred": 1161, + "n_ref": 5386 + }, + "6": { + "Dice": 0.1935483870967742, + "FN": 0, + "FP": 50, + "IoU": 0.10714285714285714, + "TN": 350408, + "TP": 6, + "n_pred": 56, + "n_ref": 6 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8010262106905763, + "FN": 7318, + "FP": 205, + "IoU": 0.6680931792111533, + "TN": 327798, + "TP": 15143, + "n_pred": 15348, + "n_ref": 22461 + }, + "9": { + "Dice": 0.0, + "FN": 502, + "FP": 0, + "IoU": 0.0, + "TN": 349962, + "TP": 0, + "n_pred": 0, + "n_ref": 502 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 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": 0.8594164456233422, + "FN": 234, + "FP": 84, + "IoU": 0.7534883720930232, + "TN": 524406, + "TP": 972, + "n_pred": 1056, + "n_ref": 1206 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8949970800077867, + "FN": 4843, + "FP": 551, + "IoU": 0.8099499682897611, + "TN": 497314, + "TP": 22988, + "n_pred": 23539, + "n_ref": 27831 + }, + "7": { + "Dice": 0.9440389294403893, + "FN": 1881, + "FP": 2098, + "IoU": 0.8940092165898618, + "TN": 488155, + "TP": 33562, + "n_pred": 35660, + "n_ref": 35443 + }, + "8": { + "Dice": 0.7703386300065465, + "FN": 2777, + "FP": 1082, + "IoU": 0.6264640402671571, + "TN": 515365, + "TP": 6472, + "n_pred": 7554, + "n_ref": 9249 + }, + "9": { + "Dice": 0.7806997827227092, + "FN": 364, + "FP": 2563, + "IoU": 0.6402851173651223, + "TN": 517559, + "TP": 5210, + "n_pred": 7773, + "n_ref": 5574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.7409326424870466, + "FN": 83, + "FP": 17, + "IoU": 0.588477366255144, + "TN": 350221, + "TP": 143, + "n_pred": 160, + "n_ref": 226 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9908821851926071, + "FN": 1649, + "FP": 717, + "IoU": 0.9819291371659449, + "TN": 219535, + "TP": 128563, + "n_pred": 129280, + "n_ref": 130212 + }, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.7242906574394463, + "FN": 297, + "FP": 3687, + "IoU": 0.5677552348920473, + "TN": 516479, + "TP": 5233, + "n_pred": 8920, + "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": 0.6942022334404161, + "FN": 14823, + "FP": 1169, + "IoU": 0.531630740393627, + "TN": 491552, + "TP": 18152, + "n_pred": 19321, + "n_ref": 32975 + }, + "14": { + "Dice": 0.9620520669817761, + "FN": 1412, + "FP": 7315, + "IoU": 0.9268789275240888, + "TN": 406346, + "TP": 110623, + "n_pred": 117938, + "n_ref": 112035 + }, + "15": { + "Dice": 0.8981690110034345, + "FN": 3850, + "FP": 805, + "IoU": 0.8151604193138501, + "TN": 500512, + "TP": 20529, + "n_pred": 21334, + "n_ref": 24379 + }, + "2": { + "Dice": 0.03918453799311623, + "FN": 3608, + "FP": 21, + "IoU": 0.019983796921415067, + "TN": 521993, + "TP": 74, + "n_pred": 95, + "n_ref": 3682 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3668, + "IoU": 0.0, + "TN": 522028, + "TP": 0, + "n_pred": 3668, + "n_ref": 0 + }, + "4": { + "Dice": 0.31756756756756754, + "FN": 404, + "FP": 0, + "IoU": 0.18875502008032127, + "TN": 525198, + "TP": 94, + "n_pred": 94, + "n_ref": 498 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8864059590316573, + "FN": 1406, + "FP": 58, + "IoU": 0.7959866220735786, + "TN": 518520, + "TP": 5712, + "n_pred": 5770, + "n_ref": 7118 + }, + "7": { + "Dice": 0.872306531399346, + "FN": 1143, + "FP": 380, + "IoU": 0.7735315985130111, + "TN": 518971, + "TP": 5202, + "n_pred": 5582, + "n_ref": 6345 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8997350723456287, + "FN": 781, + "FP": 203, + "IoU": 0.8177440266716058, + "TN": 520297, + "TP": 4415, + "n_pred": 4618, + "n_ref": 5196 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9191527039912818, + "FN": 1102, + "FP": 1272, + "IoU": 0.8504001512382633, + "TN": 860291, + "TP": 13495, + "n_pred": 14767, + "n_ref": 14597 + }, + "10": { + "Dice": 0.4541375872382851, + "FN": 2178, + "FP": 2202, + "IoU": 0.29377620122541115, + "TN": 869958, + "TP": 1822, + "n_pred": 4024, + "n_ref": 4000 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 876121, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "12": { + "Dice": 0.6141885325558795, + "FN": 524, + "FP": 1064, + "IoU": 0.4431977559607293, + "TN": 873308, + "TP": 1264, + "n_pred": 2328, + "n_ref": 1788 + }, + "13": { + "Dice": 0.0, + "FN": 106, + "FP": 130, + "IoU": 0.0, + "TN": 875924, + "TP": 0, + "n_pred": 130, + "n_ref": 106 + }, + "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": 117, + "IoU": 0.0, + "TN": 876043, + "TP": 0, + "n_pred": 117, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.023289665211062592, + "FN": 671, + "FP": 0, + "IoU": 0.011782032400589101, + "TN": 875481, + "TP": 8, + "n_pred": 8, + "n_ref": 679 + }, + "6": { + "Dice": 0.9601118660475789, + "FN": 2658, + "FP": 4017, + "IoU": 0.9232837982277695, + "TN": 789151, + "TP": 80334, + "n_pred": 84351, + "n_ref": 82992 + }, + "7": { + "Dice": 0.6613275079340231, + "FN": 91948, + "FP": 3242, + "IoU": 0.49401740295222957, + "TN": 688031, + "TP": 92939, + "n_pred": 96181, + "n_ref": 184887 + }, + "8": { + "Dice": 0.9011054675829101, + "FN": 335, + "FP": 989, + "IoU": 0.8200108754758021, + "TN": 868804, + "TP": 6032, + "n_pred": 7021, + "n_ref": 6367 + }, + "9": { + "Dice": 0.6947004608294931, + "FN": 5152, + "FP": 148, + "IoU": 0.5322153574580759, + "TN": 864830, + "TP": 6030, + "n_pred": 6178, + "n_ref": 11182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.8853476873004945, + "FN": 8312, + "FP": 847, + "IoU": 0.7942814788194601, + "TN": 305942, + "TP": 35363, + "n_pred": 36210, + "n_ref": 43675 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 350365, + "TP": 0, + "n_pred": 99, + "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": 0.9665827960371127, + "FN": 2816, + "FP": 1434, + "IoU": 0.9353267899261964, + "TN": 284749, + "TP": 61465, + "n_pred": 62899, + "n_ref": 64281 + }, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8959844598901265, + "FN": 1511, + "FP": 1916, + "IoU": 0.8115687029196679, + "TN": 157045, + "TP": 14760, + "n_pred": 16676, + "n_ref": 16271 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9725305914221868, + "FN": 2161, + "FP": 1662, + "IoU": 0.9465299728663739, + "TN": 103734, + "TP": 67675, + "n_pred": 69337, + "n_ref": 69836 + }, + "7": { + "Dice": 0.752317880794702, + "FN": 157, + "FP": 217, + "IoU": 0.6029723991507431, + "TN": 174290, + "TP": 568, + "n_pred": 785, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.1011608623548922, + "FN": 6330, + "FP": 174, + "IoU": 0.05327510917030567, + "TN": 518826, + "TP": 366, + "n_pred": 540, + "n_ref": 6696 + }, + "11": { + "Dice": 0.7421977445580907, + "FN": 452, + "FP": 531, + "IoU": 0.5900750625521268, + "TN": 523298, + "TP": 1415, + "n_pred": 1946, + "n_ref": 1867 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 525669, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "13": { + "Dice": 0.5304039442954762, + "FN": 5413, + "FP": 16, + "IoU": 0.3609181871689229, + "TN": 517201, + "TP": 3066, + "n_pred": 3082, + "n_ref": 8479 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9415612075243552, + "FN": 5416, + "FP": 3090, + "IoU": 0.8895754900688043, + "TN": 448666, + "TP": 68524, + "n_pred": 71614, + "n_ref": 73940 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1319, + "IoU": 0.0, + "TN": 524377, + "TP": 0, + "n_pred": 1319, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 525666, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "5": { + "Dice": 0.860749924402782, + "FN": 1249, + "FP": 593, + "IoU": 0.7555408095554081, + "TN": 518161, + "TP": 5693, + "n_pred": 6286, + "n_ref": 6942 + }, + "6": { + "Dice": 0.8795149941652914, + "FN": 3173, + "FP": 14276, + "IoU": 0.7849413330704003, + "TN": 444560, + "TP": 63687, + "n_pred": 77963, + "n_ref": 66860 + }, + "7": { + "Dice": 0.6415642753335976, + "FN": 15537, + "FP": 741, + "IoU": 0.4722816572651235, + "TN": 494850, + "TP": 14568, + "n_pred": 15309, + "n_ref": 30105 + }, + "8": { + "Dice": 0.9540425946683562, + "FN": 417, + "FP": 526, + "IoU": 0.9121237536110335, + "TN": 514965, + "TP": 9788, + "n_pred": 10314, + "n_ref": 10205 + }, + "9": { + "Dice": 0.5066281031573874, + "FN": 1752, + "FP": 295, + "IoU": 0.3392511297611362, + "TN": 522598, + "TP": 1051, + "n_pred": 1346, + "n_ref": 2803 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.3855421686746988, + "FN": 153, + "FP": 0, + "IoU": 0.23880597014925373, + "TN": 525495, + "TP": 48, + "n_pred": 48, + "n_ref": 201 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9039467427484545, + "FN": 328, + "FP": 76, + "IoU": 0.8247288503253796, + "TN": 523391, + "TP": 1901, + "n_pred": 1977, + "n_ref": 2229 + }, + "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": 0.9929352807675528, + "FN": 1009, + "FP": 756, + "IoU": 0.9859696817939729, + "TN": 399897, + "TP": 124034, + "n_pred": 124790, + "n_ref": 125043 + }, + "7": { + "Dice": 0.8246372688477952, + "FN": 3235, + "FP": 9093, + "IoU": 0.7016023623953139, + "TN": 484382, + "TP": 28986, + "n_pred": 38079, + "n_ref": 32221 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9476955576770734, + "FN": 1126, + "FP": 1449, + "IoU": 0.9005906651739181, + "TN": 499793, + "TP": 23328, + "n_pred": 24777, + "n_ref": 24454 + }, + "10": { + "Dice": 0.7420458567664294, + "FN": 8760, + "FP": 4358, + "IoU": 0.5898830738448071, + "TN": 493710, + "TP": 18868, + "n_pred": 23226, + "n_ref": 27628 + }, + "11": { + "Dice": 0.6156299840510366, + "FN": 241, + "FP": 0, + "IoU": 0.4447004608294931, + "TN": 525262, + "TP": 193, + "n_pred": 193, + "n_ref": 434 + }, + "12": { + "Dice": 0.6469773880941394, + "FN": 1121, + "FP": 409, + "IoU": 0.4781718963165075, + "TN": 522764, + "TP": 1402, + "n_pred": 1811, + "n_ref": 2523 + }, + "13": { + "Dice": 0.6735686806969903, + "FN": 846, + "FP": 4924, + "IoU": 0.507805169325258, + "TN": 513973, + "TP": 5953, + "n_pred": 10877, + "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": 0.9128491620111732, + "FN": 47, + "FP": 109, + "IoU": 0.8396711202466598, + "TN": 524723, + "TP": 817, + "n_pred": 926, + "n_ref": 864 + }, + "3": { + "Dice": 0.9310835981154816, + "FN": 79, + "FP": 550, + "IoU": 0.8710537105371053, + "TN": 520818, + "TP": 4249, + "n_pred": 4799, + "n_ref": 4328 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9759437627438607, + "FN": 689, + "FP": 3924, + "IoU": 0.9530177418369218, + "TN": 427510, + "TP": 93573, + "n_pred": 97497, + "n_ref": 94262 + }, + "7": { + "Dice": 0.9686377208524215, + "FN": 1423, + "FP": 3020, + "IoU": 0.9391828074738211, + "TN": 452641, + "TP": 68612, + "n_pred": 71632, + "n_ref": 70035 + }, + "8": { + "Dice": 0.9509354298609595, + "FN": 866, + "FP": 482, + "IoU": 0.9064603427936992, + "TN": 511285, + "TP": 13063, + "n_pred": 13545, + "n_ref": 13929 + }, + "9": { + "Dice": 0.9006813233124956, + "FN": 1199, + "FP": 1629, + "IoU": 0.8193086703725002, + "TN": 510045, + "TP": 12823, + "n_pred": 14452, + "n_ref": 14022 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.7012765957446808, + "FN": 7214, + "FP": 508, + "IoU": 0.5399737876802096, + "TN": 859374, + "TP": 9064, + "n_pred": 9572, + "n_ref": 16278 + }, + "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": 822, + "FP": 497, + "IoU": 0.0, + "TN": 874841, + "TP": 0, + "n_pred": 497, + "n_ref": 822 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 599, + "IoU": 0.0, + "TN": 875561, + "TP": 0, + "n_pred": 599, + "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": 0.8559037083962769, + "FN": 913, + "FP": 2044, + "IoU": 0.7481046085697248, + "TN": 864421, + "TP": 8782, + "n_pred": 10826, + "n_ref": 9695 + }, + "5": { + "Dice": 0.7938006774094222, + "FN": 273, + "FP": 1736, + "IoU": 0.6581007488087134, + "TN": 870284, + "TP": 3867, + "n_pred": 5603, + "n_ref": 4140 + }, + "6": { + "Dice": 0.9303709367525389, + "FN": 6462, + "FP": 7744, + "IoU": 0.8698070842688906, + "TN": 767045, + "TP": 94909, + "n_pred": 102653, + "n_ref": 101371 + }, + "7": { + "Dice": 0.7080497925311203, + "FN": 5895, + "FP": 6418, + "IoU": 0.5480472764645427, + "TN": 848916, + "TP": 14931, + "n_pred": 21349, + "n_ref": 20826 + }, + "8": { + "Dice": 0.8969004588444611, + "FN": 731, + "FP": 370, + "IoU": 0.8130730050933787, + "TN": 870270, + "TP": 4789, + "n_pred": 5159, + "n_ref": 5520 + }, + "9": { + "Dice": 0.8202882685641306, + "FN": 524, + "FP": 461, + "IoU": 0.6953294154036499, + "TN": 872927, + "TP": 2248, + "n_pred": 2709, + "n_ref": 2772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0094.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": 0.6153846153846154, + "FN": 4, + "FP": 1, + "IoU": 0.4444444444444444, + "TN": 350455, + "TP": 4, + "n_pred": 5, + "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": 0.7795918367346939, + "FN": 16, + "FP": 92, + "IoU": 0.6387959866220736, + "TN": 350165, + "TP": 191, + "n_pred": 283, + "n_ref": 207 + }, + "6": { + "Dice": 0.9698131939908556, + "FN": 823, + "FP": 4954, + "IoU": 0.9413954715143645, + "TN": 251888, + "TP": 92799, + "n_pred": 97753, + "n_ref": 93622 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9594116044674476, + "FN": 133, + "FP": 16, + "IoU": 0.9219895287958115, + "TN": 348554, + "TP": 1761, + "n_pred": 1777, + "n_ref": 1894 + }, + "9": { + "Dice": 0.8861771600803751, + "FN": 5344, + "FP": 94, + "IoU": 0.7956176945916488, + "TN": 323857, + "TP": 21169, + "n_pred": 21263, + "n_ref": 26513 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8301089803159585, + "FN": 2058, + "FP": 1964, + "IoU": 0.7095609474292317, + "TN": 862312, + "TP": 9826, + "n_pred": 11790, + "n_ref": 11884 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7623456790123457, + "FN": 133, + "FP": 21, + "IoU": 0.6159600997506235, + "TN": 875759, + "TP": 247, + "n_pred": 268, + "n_ref": 380 + }, + "13": { + "Dice": 0.8074112349597697, + "FN": 2512, + "FP": 97, + "IoU": 0.6770240158455063, + "TN": 868082, + "TP": 5469, + "n_pred": 5566, + "n_ref": 7981 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1694, + "IoU": 0.0, + "TN": 874466, + "TP": 0, + "n_pred": 1694, + "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": 574, + "FP": 0, + "IoU": 0.0, + "TN": 875586, + "TP": 0, + "n_pred": 0, + "n_ref": 574 + }, + "6": { + "Dice": 0.9092887997006904, + "FN": 3326, + "FP": 2008, + "IoU": 0.8336659598353499, + "TN": 844092, + "TP": 26734, + "n_pred": 28742, + "n_ref": 30060 + }, + "7": { + "Dice": 0.8495642288745737, + "FN": 8899, + "FP": 13730, + "IoU": 0.738471673254282, + "TN": 789634, + "TP": 63897, + "n_pred": 77627, + "n_ref": 72796 + }, + "8": { + "Dice": 0.9730077873411792, + "FN": 684, + "FP": 238, + "IoU": 0.9474344355758266, + "TN": 858620, + "TP": 16618, + "n_pred": 16856, + "n_ref": 17302 + }, + "9": { + "Dice": 0.8676450418323961, + "FN": 1402, + "FP": 528, + "IoU": 0.7662306201550387, + "TN": 867904, + "TP": 6326, + "n_pred": 6854, + "n_ref": 7728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.8098451766574037, + "FN": 6942, + "FP": 243, + "IoU": 0.6804536357571714, + "TN": 503211, + "TP": 15300, + "n_pred": 15543, + "n_ref": 22242 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.15644692195831314, + "FN": 26743, + "FP": 1101, + "IoU": 0.08486163149937553, + "TN": 495270, + "TP": 2582, + "n_pred": 3683, + "n_ref": 29325 + }, + "14": { + "Dice": 0.8306748466257668, + "FN": 5220, + "FP": 300, + "IoU": 0.7103882476390346, + "TN": 506636, + "TP": 13540, + "n_pred": 13840, + "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": 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": 0.9933216466563216, + "FN": 289, + "FP": 972, + "IoU": 0.9867319023569023, + "TN": 430656, + "TP": 93779, + "n_pred": 94751, + "n_ref": 94068 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9227166276346604, + "FN": 26, + "FP": 7, + "IoU": 0.8565217391304348, + "TN": 525466, + "TP": 197, + "n_pred": 204, + "n_ref": 223 + }, + "9": { + "Dice": 0.5478905359179019, + "FN": 4758, + "FP": 0, + "IoU": 0.3773066352571653, + "TN": 518055, + "TP": 2883, + "n_pred": 2883, + "n_ref": 7641 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1344, + "IoU": 0.0, + "TN": 349120, + "TP": 0, + "n_pred": 1344, + "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": 0.9744275502286497, + "FN": 2019, + "FP": 1079, + "IoU": 0.9501303885901935, + "TN": 288342, + "TP": 59024, + "n_pred": 60103, + "n_ref": 61043 + }, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.33368532206969376, + "FN": 1395, + "FP": 498, + "IoU": 0.2002534854245881, + "TN": 348097, + "TP": 474, + "n_pred": 972, + "n_ref": 1869 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8824524160759903, + "FN": 11301, + "FP": 1767, + "IoU": 0.7896329684481649, + "TN": 288344, + "TP": 49052, + "n_pred": 50819, + "n_ref": 60353 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 400, + "IoU": 0.0, + "TN": 350064, + "TP": 0, + "n_pred": 400, + "n_ref": 0 + }, + "4": { + "Dice": 0.000286000286000286, + "FN": 6991, + "FP": 0, + "IoU": 0.00014302059496567506, + "TN": 343472, + "TP": 1, + "n_pred": 1, + "n_ref": 6992 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9814118863710266, + "FN": 2248, + "FP": 1239, + "IoU": 0.9635021980322378, + "TN": 254924, + "TP": 92053, + "n_pred": 93292, + "n_ref": 94301 + }, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.0, + "FN": 0, + "FP": 176, + "IoU": 0.0, + "TN": 350288, + "TP": 0, + "n_pred": 176, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 142, + "IoU": 0.0, + "TN": 350322, + "TP": 0, + "n_pred": 142, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.5739046223756255, + "FN": 26233, + "FP": 8086, + "IoU": 0.40243074297853076, + "TN": 293033, + "TP": 23112, + "n_pred": 31198, + "n_ref": 49345 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2354, + "IoU": 0.0, + "TN": 348110, + "TP": 0, + "n_pred": 2354, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.33002699478937786, + "FN": 19241, + "FP": 2103, + "IoU": 0.1976241494680651, + "TN": 499095, + "TP": 5257, + "n_pred": 7360, + "n_ref": 24498 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7862578821482931, + "FN": 641, + "FP": 342, + "IoU": 0.6477964887137226, + "TN": 522905, + "TP": 1808, + "n_pred": 2150, + "n_ref": 2449 + }, + "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": 20, + "IoU": 0.0, + "TN": 525676, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "3": { + "Dice": 0.8842792599676813, + "FN": 421, + "FP": 3088, + "IoU": 0.7925632537242847, + "TN": 508780, + "TP": 13407, + "n_pred": 16495, + "n_ref": 13828 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7913370998116761, + "FN": 1936, + "FP": 280, + "IoU": 0.6547210969149267, + "TN": 519278, + "TP": 4202, + "n_pred": 4482, + "n_ref": 6138 + }, + "7": { + "Dice": 0.7652195708842991, + "FN": 46206, + "FP": 628, + "IoU": 0.619721168914475, + "TN": 402539, + "TP": 76323, + "n_pred": 76951, + "n_ref": 122529 + }, + "8": { + "Dice": 0.8, + "FN": 6, + "FP": 34, + "IoU": 0.6666666666666666, + "TN": 525576, + "TP": 80, + "n_pred": 114, + "n_ref": 86 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 149, + "IoU": 0.0, + "TN": 350315, + "TP": 0, + "n_pred": 149, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 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": 0.7975570201166281, + "FN": 1298, + "FP": 4569, + "IoU": 0.6632805325987144, + "TN": 508272, + "TP": 11557, + "n_pred": 16126, + "n_ref": 12855 + }, + "9": { + "Dice": 0.48082427017744706, + "FN": 88, + "FP": 819, + "IoU": 0.3165033911077619, + "TN": 524369, + "TP": 420, + "n_pred": 1239, + "n_ref": 508 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.16059957173447537, + "FN": 781, + "FP": 3, + "IoU": 0.08731082654249127, + "TN": 524837, + "TP": 75, + "n_pred": 78, + "n_ref": 856 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 1279, + "IoU": 0.0, + "TN": 524417, + "TP": 0, + "n_pred": 1279, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8981571290009699, + "FN": 21, + "FP": 189, + "IoU": 0.8151408450704225, + "TN": 524560, + "TP": 926, + "n_pred": 1115, + "n_ref": 947 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "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": 0.9835071637374139, + "FN": 1882, + "FP": 3145, + "IoU": 0.9675495277994746, + "TN": 370783, + "TP": 149886, + "n_pred": 153031, + "n_ref": 151768 + }, + "7": { + "Dice": 0.8940708525471512, + "FN": 9633, + "FP": 61, + "IoU": 0.8084341158801676, + "TN": 475092, + "TP": 40910, + "n_pred": 40971, + "n_ref": 50543 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8164948453608247, + "FN": 89, + "FP": 0, + "IoU": 0.6898954703832753, + "TN": 350177, + "TP": 198, + "n_pred": 198, + "n_ref": 287 + }, + "10": { + "Dice": 0.9237796686072548, + "FN": 841, + "FP": 10, + "IoU": 0.8583555259653795, + "TN": 344456, + "TP": 5157, + "n_pred": 5167, + "n_ref": 5998 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 287, + "IoU": 0.0, + "TN": 350177, + "TP": 0, + "n_pred": 287, + "n_ref": 0 + }, + "7": { + "Dice": 0.9037790620256199, + "FN": 3569, + "FP": 44, + "IoU": 0.8244497351926534, + "TN": 329883, + "TP": 16968, + "n_pred": 17012, + "n_ref": 20537 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 175212, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "13": { + "Dice": 0.30501250810710645, + "FN": 7501, + "FP": 0, + "IoU": 0.17994971028752596, + "TN": 166085, + "TP": 1646, + "n_pred": 1646, + "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": 0.20893603342976536, + "FN": 2459, + "FP": 2, + "IoU": 0.11665470208183776, + "TN": 172446, + "TP": 325, + "n_pred": 327, + "n_ref": 2784 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2484, + "IoU": 0.0, + "TN": 172748, + "TP": 0, + "n_pred": 2484, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.0, + "FN": 0, + "FP": 829, + "IoU": 0.0, + "TN": 1050563, + "TP": 0, + "n_pred": 829, + "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": 135, + "IoU": 0.0, + "TN": 1051257, + "TP": 0, + "n_pred": 135, + "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": 0.8676444391663203, + "FN": 1272, + "FP": 957, + "IoU": 0.7662296801258521, + "TN": 1041857, + "TP": 7306, + "n_pred": 8263, + "n_ref": 8578 + }, + "6": { + "Dice": 0.9861244568534667, + "FN": 67, + "FP": 4525, + "IoU": 0.9726287052876906, + "TN": 883625, + "TP": 163175, + "n_pred": 167700, + "n_ref": 163242 + }, + "7": { + "Dice": 0.6162616131067644, + "FN": 1741, + "FP": 15896, + "IoU": 0.44535991697852134, + "TN": 1019593, + "TP": 14162, + "n_pred": 30058, + "n_ref": 15903 + }, + "8": { + "Dice": 0.9716351019227989, + "FN": 1181, + "FP": 781, + "IoU": 0.9448349547320475, + "TN": 1015826, + "TP": 33604, + "n_pred": 34385, + "n_ref": 34785 + }, + "9": { + "Dice": 0.8100550964187327, + "FN": 2723, + "FP": 35, + "IoU": 0.6807500868156037, + "TN": 1042753, + "TP": 5881, + "n_pred": 5916, + "n_ref": 8604 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.5237633365664404, + "FN": 39, + "FP": 452, + "IoU": 0.354796320630749, + "TN": 524935, + "TP": 270, + "n_pred": 722, + "n_ref": 309 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7577937649880095, + "FN": 101, + "FP": 0, + "IoU": 0.61003861003861, + "TN": 525437, + "TP": 158, + "n_pred": 158, + "n_ref": 259 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.18119022316684377, + "FN": 8971, + "FP": 275, + "IoU": 0.09962021618463336, + "TN": 340195, + "TP": 1023, + "n_pred": 1298, + "n_ref": 9994 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3271151309591106, + "FN": 3567, + "FP": 4, + "IoU": 0.1955395359315161, + "TN": 346025, + "TP": 868, + "n_pred": 872, + "n_ref": 4435 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8523421588594705, + "FN": 277, + "FP": 13, + "IoU": 0.7426796805678794, + "TN": 349337, + "TP": 837, + "n_pred": 850, + "n_ref": 1114 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 2249, + "IoU": 0.0, + "TN": 348215, + "TP": 0, + "n_pred": 2249, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 22667, + "IoU": 0.0, + "TN": 327797, + "TP": 0, + "n_pred": 22667, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.5576175170535601, + "FN": 836.5111111111112, + "FP": 818.5222222222221, + "IoU": 0.4824848398692464, + "TN": 408035.19333333324, + "TP": 5025.506666666665, + "n_pred": 5844.028888888889, + "n_ref": 5862.017777777778 + }, + "mean": { + "1": { + "Dice": 0.6714059967415509, + "FN": 383.4, + "FP": 143.16666666666666, + "IoU": 0.6202726145857443, + "TN": 409132.56666666665, + "TP": 5056.6, + "n_pred": 5199.766666666666, + "n_ref": 5440.0 + }, + "10": { + "Dice": 0.37167851561877363, + "FN": 1250.0, + "FP": 759.6333333333333, + "IoU": 0.2978696411232344, + "TN": 410973.4, + "TP": 1732.7, + "n_pred": 2492.3333333333335, + "n_ref": 2982.7 + }, + "11": { + "Dice": 0.282063820042442, + "FN": 68.23333333333333, + "FP": 74.43333333333334, + "IoU": 0.2023648086538392, + "TN": 414475.23333333334, + "TP": 97.83333333333333, + "n_pred": 172.26666666666668, + "n_ref": 166.06666666666666 + }, + "12": { + "Dice": 0.4049259103822366, + "FN": 137.26666666666668, + "FP": 98.56666666666666, + "IoU": 0.30647354546661126, + "TN": 414276.1, + "TP": 203.8, + "n_pred": 302.3666666666667, + "n_ref": 341.06666666666666 + }, + "13": { + "Dice": 0.27964194317981556, + "FN": 1347.9333333333334, + "FP": 1454.2666666666667, + "IoU": 0.19470745997880973, + "TN": 410992.1, + "TP": 921.4333333333333, + "n_pred": 2375.7, + "n_ref": 2269.366666666667 + }, + "14": { + "Dice": 0.4885815926602647, + "FN": 382.26666666666665, + "FP": 1328.2666666666667, + "IoU": 0.439472693904759, + "TN": 409057.8, + "TP": 3947.4, + "n_pred": 5275.666666666667, + "n_ref": 4329.666666666667 + }, + "15": { + "Dice": 0.4632433982052618, + "FN": 1570.2333333333333, + "FP": 625.2666666666667, + "IoU": 0.36374793609735817, + "TN": 410441.8333333333, + "TP": 2078.4, + "n_pred": 2703.6666666666665, + "n_ref": 3648.633333333333 + }, + "2": { + "Dice": 0.7122936240324795, + "FN": 305.9, + "FP": 1632.2, + "IoU": 0.6594370536605353, + "TN": 405864.1666666667, + "TP": 6913.466666666666, + "n_pred": 8545.666666666666, + "n_ref": 7219.366666666667 + }, + "3": { + "Dice": 0.7828570685849779, + "FN": 902.8, + "FP": 355.03333333333336, + "IoU": 0.7038810705945587, + "TN": 406560.5, + "TP": 6897.4, + "n_pred": 7252.433333333333, + "n_ref": 7800.2 + }, + "4": { + "Dice": 0.341958033338116, + "FN": 405.6, + "FP": 100.6, + "IoU": 0.28738656387745437, + "TN": 414025.3, + "TP": 184.23333333333332, + "n_pred": 284.8333333333333, + "n_ref": 589.8333333333334 + }, + "5": { + "Dice": 0.7545653267709008, + "FN": 309.1666666666667, + "FP": 77.63333333333334, + "IoU": 0.6190725374698924, + "TN": 413545.3, + "TP": 783.6333333333333, + "n_pred": 861.2666666666667, + "n_ref": 1092.8 + }, + "6": { + "Dice": 0.7549077378518264, + "FN": 1511.1333333333334, + "FP": 2055.4333333333334, + "IoU": 0.7094100334500609, + "TN": 378608.0333333333, + "TP": 32541.133333333335, + "n_pred": 34596.566666666666, + "n_ref": 34052.26666666667 + }, + "7": { + "Dice": 0.5350701818012477, + "FN": 2390.766666666667, + "FP": 2920.8333333333335, + "IoU": 0.47363101078031333, + "TN": 401700.9666666667, + "TP": 7703.166666666667, + "n_pred": 10624.0, + "n_ref": 10093.933333333332 + }, + "8": { + "Dice": 0.8793564196712882, + "FN": 1286.0, + "FP": 296.53333333333336, + "IoU": 0.8064566820208645, + "TN": 408916.26666666666, + "TP": 4216.933333333333, + "n_pred": 4513.466666666666, + "n_ref": 5502.933333333333 + }, + "9": { + "Dice": 0.6417131869222197, + "FN": 296.96666666666664, + "FP": 355.96666666666664, + "IoU": 0.5530889463746611, + "TN": 411958.3333333333, + "TP": 2104.4666666666667, + "n_pred": 2460.4333333333334, + "n_ref": 2401.4333333333334 + } + }, + "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": 0.9548480463096961, + "FN": 3051, + "FP": 69, + "IoU": 0.9135973414566602, + "TN": 314354, + "TP": 32990, + "n_pred": 33059, + "n_ref": 36041 + }, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.8280254777070064, + "FN": 42, + "FP": 12, + "IoU": 0.7065217391304348, + "TN": 350280, + "TP": 130, + "n_pred": 142, + "n_ref": 172 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 125, + "IoU": 0.0, + "TN": 350339, + "TP": 0, + "n_pred": 125, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8372093023255814, + "FN": 1, + "FP": 6, + "IoU": 0.72, + "TN": 350439, + "TP": 18, + "n_pred": 24, + "n_ref": 19 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6253154875717017, + "FN": 4714, + "FP": 185, + "IoU": 0.45487927005674866, + "TN": 341477, + "TP": 4088, + "n_pred": 4273, + "n_ref": 8802 + }, + "6": { + "Dice": 0.2505947660586836, + "FN": 180, + "FP": 1710, + "IoU": 0.14324569356300998, + "TN": 348258, + "TP": 316, + "n_pred": 2026, + "n_ref": 496 + }, + "7": { + "Dice": 0.6958036421219319, + "FN": 722, + "FP": 1199, + "IoU": 0.5335114133074308, + "TN": 346346, + "TP": 2197, + "n_pred": 3396, + "n_ref": 2919 + }, + "8": { + "Dice": 0.9125982548496431, + "FN": 3004, + "FP": 4268, + "IoU": 0.839246634392201, + "TN": 305227, + "TP": 37965, + "n_pred": 42233, + "n_ref": 40969 + }, + "9": { + "Dice": 0.6847178598505361, + "FN": 2641, + "FP": 270, + "IoU": 0.5205862977602108, + "TN": 344392, + "TP": 3161, + "n_pred": 3431, + "n_ref": 5802 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9396569976709719, + "FN": 2397, + "FP": 453, + "IoU": 0.8861821086261981, + "TN": 325424, + "TP": 22190, + "n_pred": 22643, + "n_ref": 24587 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 115, + "IoU": 0.0, + "TN": 350349, + "TP": 0, + "n_pred": 115, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 8031, + "IoU": 0.0, + "TN": 342433, + "TP": 0, + "n_pred": 8031, + "n_ref": 0 + }, + "3": { + "Dice": 0.9184387474260124, + "FN": 11020, + "FP": 1219, + "IoU": 0.8491786713329801, + "TN": 269315, + "TP": 68910, + "n_pred": 70129, + "n_ref": 79930 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 350395, + "TP": 0, + "n_pred": 69, + "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": 876, + "IoU": 0.0, + "TN": 349588, + "TP": 0, + "n_pred": 876, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.5651286239281339, + "FN": 670, + "FP": 1460, + "IoU": 0.39385315879339783, + "TN": 171718, + "TP": 1384, + "n_pred": 2844, + "n_ref": 2054 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 175215, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9451735557463511, + "FN": 78, + "FP": 369, + "IoU": 0.8960465116279069, + "TN": 170932, + "TP": 3853, + "n_pred": 4222, + "n_ref": 3931 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9632352941176471, + "FN": 4384, + "FP": 516, + "IoU": 0.9290780141843972, + "TN": 106142, + "TP": 64190, + "n_pred": 64706, + "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": 0.8598682936277358, + "FN": 849, + "FP": 2045, + "IoU": 0.754183300772955, + "TN": 163459, + "TP": 8879, + "n_pred": 10924, + "n_ref": 9728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 145, + "IoU": 0.0, + "TN": 525551, + "TP": 0, + "n_pred": 145, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3926829268292683, + "FN": 428, + "FP": 70, + "IoU": 0.24430955993930198, + "TN": 525037, + "TP": 161, + "n_pred": 231, + "n_ref": 589 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8724597056762439, + "FN": 195, + "FP": 897, + "IoU": 0.7737725295214419, + "TN": 520869, + "TP": 3735, + "n_pred": 4632, + "n_ref": 3930 + }, + "3": { + "Dice": 0.9309609919917334, + "FN": 2232, + "FP": 2044, + "IoU": 0.8708391228176161, + "TN": 492590, + "TP": 28830, + "n_pred": 30874, + "n_ref": 31062 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9674684739736681, + "FN": 2628, + "FP": 3228, + "IoU": 0.9369868615023726, + "TN": 432763, + "TP": 87077, + "n_pred": 90305, + "n_ref": 89705 + }, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.01892744479495268, + "FN": 933, + "FP": 0, + "IoU": 0.009554140127388535, + "TN": 174290, + "TP": 9, + "n_pred": 9, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.8441636582430806, + "FN": 3470, + "FP": 2228, + "IoU": 0.7303487766788131, + "TN": 329333, + "TP": 15433, + "n_pred": 17661, + "n_ref": 18903 + }, + "11": { + "Dice": 0.14315352697095435, + "FN": 791, + "FP": 35, + "IoU": 0.07709497206703911, + "TN": 349569, + "TP": 69, + "n_pred": 104, + "n_ref": 860 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3057277345388451, + "FN": 14131, + "FP": 15663, + "IoU": 0.18044781867194806, + "TN": 314110, + "TP": 6560, + "n_pred": 22223, + "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": 0.9679240245623403, + "FN": 876, + "FP": 1647, + "IoU": 0.9378418329637842, + "TN": 309874, + "TP": 38067, + "n_pred": 39714, + "n_ref": 38943 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8710479573712255, + "FN": 651, + "FP": 75, + "IoU": 0.7715544367526747, + "TN": 347286, + "TP": 2452, + "n_pred": 2527, + "n_ref": 3103 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9532522925997015, + "FN": 598, + "FP": 1594, + "IoU": 0.9106800863860478, + "TN": 325923, + "TP": 22349, + "n_pred": 23943, + "n_ref": 22947 + }, + "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": 0.8117108585858586, + "FN": 1021, + "FP": 1365, + "IoU": 0.6830920440961615, + "TN": 342935, + "TP": 5143, + "n_pred": 6508, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.0, + "FN": 0, + "FP": 12571, + "IoU": 0.0, + "TN": 337893, + "TP": 0, + "n_pred": 12571, + "n_ref": 0 + }, + "15": { + "Dice": 0.6761757902852737, + "FN": 1295, + "FP": 385, + "IoU": 0.5107746068724519, + "TN": 347030, + "TP": 1754, + "n_pred": 2139, + "n_ref": 3049 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.7929411764705883, + "FN": 18, + "FP": 158, + "IoU": 0.6569200779727096, + "TN": 349951, + "TP": 337, + "n_pred": 495, + "n_ref": 355 + }, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9288546769302543, + "FN": 423, + "FP": 187, + "IoU": 0.8671602787456446, + "TN": 170640, + "TP": 3982, + "n_pred": 4169, + "n_ref": 4405 + }, + "10": { + "Dice": 0.18758418023754134, + "FN": 6381, + "FP": 254, + "IoU": 0.10349952709093366, + "TN": 167831, + "TP": 766, + "n_pred": 1020, + "n_ref": 7147 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.590465872156013, + "FN": 1918, + "FP": 350, + "IoU": 0.4189085318985396, + "TN": 171329, + "TP": 1635, + "n_pred": 1985, + "n_ref": 3553 + }, + "13": { + "Dice": 0.04601849763140086, + "FN": 181, + "FP": 4048, + "IoU": 0.023551142923112445, + "TN": 170901, + "TP": 102, + "n_pred": 4150, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9452956438618053, + "FN": 282, + "FP": 1721, + "IoU": 0.8962659899528718, + "TN": 155923, + "TP": 17306, + "n_pred": 19027, + "n_ref": 17588 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 92, + "IoU": 0.0, + "TN": 175140, + "TP": 0, + "n_pred": 92, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 3267, + "FP": 963, + "IoU": 0.0, + "TN": 171002, + "TP": 0, + "n_pred": 963, + "n_ref": 3267 + }, + "8": { + "Dice": 0.9439014024649384, + "FN": 117, + "FP": 675, + "IoU": 0.8937625754527163, + "TN": 167777, + "TP": 6663, + "n_pred": 7338, + "n_ref": 6780 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9800844145693294, + "FN": 368, + "FP": 269, + "IoU": 0.9609466004536815, + "TN": 684617, + "TP": 15674, + "n_pred": 15943, + "n_ref": 16042 + }, + "10": { + "Dice": 0.610260673937497, + "FN": 7969, + "FP": 0, + "IoU": 0.4391188063063063, + "TN": 686720, + "TP": 6239, + "n_pred": 6239, + "n_ref": 14208 + }, + "11": { + "Dice": 0.0, + "FN": 28, + "FP": 0, + "IoU": 0.0, + "TN": 700900, + "TP": 0, + "n_pred": 0, + "n_ref": 28 + }, + "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": 664, + "IoU": 0.0, + "TN": 700264, + "TP": 0, + "n_pred": 664, + "n_ref": 0 + }, + "14": { + "Dice": 0.974512743628186, + "FN": 737, + "FP": 963, + "IoU": 0.9502923976608187, + "TN": 666728, + "TP": 32500, + "n_pred": 33463, + "n_ref": 33237 + }, + "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": 0.46050140119669775, + "FN": 7111, + "FP": 12, + "IoU": 0.29912427432844635, + "TN": 690765, + "TP": 3040, + "n_pred": 3052, + "n_ref": 10151 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8915600583841332, + "FN": 1439, + "FP": 1087, + "IoU": 0.8043377226955848, + "TN": 688018, + "TP": 10384, + "n_pred": 11471, + "n_ref": 11823 + }, + "6": { + "Dice": 0.9703453598302142, + "FN": 2277, + "FP": 797, + "IoU": 0.942398860719171, + "TN": 647561, + "TP": 50293, + "n_pred": 51090, + "n_ref": 52570 + }, + "7": { + "Dice": 0.9600318788603307, + "FN": 370, + "FP": 633, + "IoU": 0.9231358724806499, + "TN": 687879, + "TP": 12046, + "n_pred": 12679, + "n_ref": 12416 + }, + "8": { + "Dice": 0.9254111405835543, + "FN": 703, + "FP": 0, + "IoU": 0.8611769352290679, + "TN": 695864, + "TP": 4361, + "n_pred": 4361, + "n_ref": 5064 + }, + "9": { + "Dice": 0.933856665212967, + "FN": 977, + "FP": 1298, + "IoU": 0.875920370875375, + "TN": 682593, + "TP": 16060, + "n_pred": 17358, + "n_ref": 17037 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.7404204562397495, + "FN": 656, + "FP": 1085, + "IoU": 0.5878314393939394, + "TN": 171008, + "TP": 2483, + "n_pred": 3568, + "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": 0.42997894736842107, + "FN": 6053, + "FP": 716, + "IoU": 0.27386826861188585, + "TN": 165910, + "TP": 2553, + "n_pred": 3269, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.025866691902463646, + "FN": 334, + "FP": 30547, + "IoU": 0.013102809114441852, + "TN": 143941, + "TP": 410, + "n_pred": 30957, + "n_ref": 744 + }, + "8": { + "Dice": 0.9546608134988682, + "FN": 88, + "FP": 573, + "IoU": 0.913254593175853, + "TN": 167612, + "TP": 6959, + "n_pred": 7532, + "n_ref": 7047 + }, + "9": { + "Dice": 0.7180616740088106, + "FN": 90, + "FP": 38, + "IoU": 0.5601374570446735, + "TN": 174941, + "TP": 163, + "n_pred": 201, + "n_ref": 253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.832858837485172, + "FN": 418, + "FP": 2400, + "IoU": 0.7135887793474947, + "TN": 165393, + "TP": 7021, + "n_pred": 9421, + "n_ref": 7439 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7929620320148167, + "FN": 1230, + "FP": 335, + "IoU": 0.6569487067075844, + "TN": 170670, + "TP": 2997, + "n_pred": 3332, + "n_ref": 4227 + }, + "13": { + "Dice": 0.1956001912960306, + "FN": 3279, + "FP": 85, + "IoU": 0.1084018022793533, + "TN": 171459, + "TP": 409, + "n_pred": 494, + "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": 12, + "IoU": 0.0, + "TN": 175220, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "3": { + "Dice": 0.9296636085626911, + "FN": 101, + "FP": 14, + "IoU": 0.8685714285714285, + "TN": 174357, + "TP": 760, + "n_pred": 774, + "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": 0.9603642761047294, + "FN": 226, + "FP": 157, + "IoU": 0.9237507465657974, + "TN": 170209, + "TP": 4640, + "n_pred": 4797, + "n_ref": 4866 + }, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9186349439382817, + "FN": 4887, + "FP": 766, + "IoU": 0.849514175429256, + "TN": 663363, + "TP": 31912, + "n_pred": 32678, + "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": 0.9289765055360518, + "FN": 223, + "FP": 40, + "IoU": 0.8673726676752396, + "TN": 698945, + "TP": 1720, + "n_pred": 1760, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.9645803008248424, + "FN": 219, + "FP": 511, + "IoU": 0.9315838800374883, + "TN": 339794, + "TP": 9940, + "n_pred": 10451, + "n_ref": 10159 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.979927669385892, + "FN": 902, + "FP": 813, + "IoU": 0.9606452797283033, + "TN": 657350, + "TP": 41863, + "n_pred": 42676, + "n_ref": 42765 + }, + "10": { + "Dice": 0.7766059443911792, + "FN": 2018, + "FP": 1710, + "IoU": 0.6347962382445141, + "TN": 690720, + "TP": 6480, + "n_pred": 8190, + "n_ref": 8498 + }, + "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": 0.7675101671938545, + "FN": 1458, + "FP": 600, + "IoU": 0.6227314390467461, + "TN": 695473, + "TP": 3397, + "n_pred": 3997, + "n_ref": 4855 + }, + "14": { + "Dice": 0.8185255967145123, + "FN": 6414, + "FP": 2512, + "IoU": 0.6928001101321586, + "TN": 671872, + "TP": 20130, + "n_pred": 22642, + "n_ref": 26544 + }, + "15": { + "Dice": 0.7085644990147036, + "FN": 17607, + "FP": 1619, + "IoU": 0.5486642565378657, + "TN": 658330, + "TP": 23372, + "n_pred": 24991, + "n_ref": 40979 + }, + "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": 0.9499085513791945, + "FN": 4329, + "FP": 1039, + "IoU": 0.9045960260192656, + "TN": 644662, + "TP": 50898, + "n_pred": 51937, + "n_ref": 55227 + }, + "7": { + "Dice": 0.905556702094727, + "FN": 1958, + "FP": 5364, + "IoU": 0.8274130819092517, + "TN": 658503, + "TP": 35103, + "n_pred": 40467, + "n_ref": 37061 + }, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8126564175902753, + "FN": 305, + "FP": 743, + "IoU": 0.6844323998795544, + "TN": 1223303, + "TP": 2273, + "n_pred": 3016, + "n_ref": 2578 + }, + "10": { + "Dice": 0.0, + "FN": 5116, + "FP": 9596, + "IoU": 0.0, + "TN": 1211912, + "TP": 0, + "n_pred": 9596, + "n_ref": 5116 + }, + "11": { + "Dice": 0.7020369493131218, + "FN": 558, + "FP": 700, + "IoU": 0.5408759124087591, + "TN": 1223884, + "TP": 1482, + "n_pred": 2182, + "n_ref": 2040 + }, + "12": { + "Dice": 0.450920245398773, + "FN": 488, + "FP": 228, + "IoU": 0.29108910891089107, + "TN": 1225614, + "TP": 294, + "n_pred": 522, + "n_ref": 782 + }, + "13": { + "Dice": 0.42879761572133746, + "FN": 7387, + "FP": 4879, + "IoU": 0.2729104919976289, + "TN": 1209754, + "TP": 4604, + "n_pred": 9483, + "n_ref": 11991 + }, + "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": 2386, + "IoU": 0.0, + "TN": 1224238, + "TP": 0, + "n_pred": 2386, + "n_ref": 0 + }, + "2": { + "Dice": 0.8923818377532048, + "FN": 1587, + "FP": 7211, + "IoU": 0.8056764218663721, + "TN": 1181349, + "TP": 36477, + "n_pred": 43688, + "n_ref": 38064 + }, + "3": { + "Dice": 0.7016920233186407, + "FN": 3758, + "FP": 438, + "IoU": 0.5404665425473661, + "TN": 1217493, + "TP": 4935, + "n_pred": 5373, + "n_ref": 8693 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 155, + "IoU": 0.0, + "TN": 1226469, + "TP": 0, + "n_pred": 155, + "n_ref": 0 + }, + "5": { + "Dice": 0.6841129198433958, + "FN": 1445, + "FP": 88, + "IoU": 0.5198872533667397, + "TN": 1223431, + "TP": 1660, + "n_pred": 1748, + "n_ref": 3105 + }, + "6": { + "Dice": 0.9081925781442705, + "FN": 4199, + "FP": 19994, + "IoU": 0.8318248804359916, + "TN": 1082768, + "TP": 119663, + "n_pred": 139657, + "n_ref": 123862 + }, + "7": { + "Dice": 0.4504820333041192, + "FN": 47107, + "FP": 6815, + "IoU": 0.2907239819004525, + "TN": 1150600, + "TP": 22102, + "n_pred": 28917, + "n_ref": 69209 + }, + "8": { + "Dice": 0.6427446608984907, + "FN": 20031, + "FP": 160, + "IoU": 0.47356207957449026, + "TN": 1188270, + "TP": 18163, + "n_pred": 18323, + "n_ref": 38194 + }, + "9": { + "Dice": 0.9015905980082126, + "FN": 1844, + "FP": 241, + "IoU": 0.82081471295978, + "TN": 1214988, + "TP": 9551, + "n_pred": 9792, + "n_ref": 11395 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.7160493827160493, + "FN": 13, + "FP": 10, + "IoU": 0.5576923076923077, + "TN": 525644, + "TP": 29, + "n_pred": 39, + "n_ref": 42 + }, + "14": { + "Dice": 0.8039793828355354, + "FN": 649, + "FP": 8060, + "IoU": 0.6722119763634311, + "TN": 499127, + "TP": 17860, + "n_pred": 25920, + "n_ref": 18509 + }, + "15": { + "Dice": 0.8757384498863924, + "FN": 4320, + "FP": 602, + "IoU": 0.7789454774095033, + "TN": 503430, + "TP": 17344, + "n_pred": 17946, + "n_ref": 21664 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8687615526802218, + "FN": 70, + "FP": 72, + "IoU": 0.7679738562091504, + "TN": 525084, + "TP": 470, + "n_pred": 542, + "n_ref": 540 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.990140190345705, + "FN": 680, + "FP": 932, + "IoU": 0.9804729140420584, + "TN": 443144, + "TP": 80940, + "n_pred": 81872, + "n_ref": 81620 + }, + "7": { + "Dice": 0.0012843152994060042, + "FN": 0, + "FP": 18663, + "IoU": 0.000642570281124498, + "TN": 507021, + "TP": 12, + "n_pred": 18675, + "n_ref": 12 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0249.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": 0, + "IoU": 0.0, + "TN": 525543, + "TP": 0, + "n_pred": 0, + "n_ref": 153 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8583450210378681, + "FN": 100, + "FP": 1, + "IoU": 0.7518427518427518, + "TN": 525289, + "TP": 306, + "n_pred": 307, + "n_ref": 406 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6879699248120301, + "FN": 898, + "FP": 98, + "IoU": 0.5243553008595988, + "TN": 523602, + "TP": 1098, + "n_pred": 1196, + "n_ref": 1996 + }, + "6": { + "Dice": 0.9367452714987382, + "FN": 2459, + "FP": 2203, + "IoU": 0.8810167934255525, + "TN": 486514, + "TP": 34520, + "n_pred": 36723, + "n_ref": 36979 + }, + "7": { + "Dice": 0.973300457907714, + "FN": 1317, + "FP": 1336, + "IoU": 0.9479895704679566, + "TN": 474687, + "TP": 48356, + "n_pred": 49692, + "n_ref": 49673 + }, + "8": { + "Dice": 0.9514563106796117, + "FN": 69, + "FP": 26, + "IoU": 0.9074074074074074, + "TN": 524670, + "TP": 931, + "n_pred": 957, + "n_ref": 1000 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 2602, + "IoU": 0.0, + "TN": 523094, + "TP": 0, + "n_pred": 2602, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.967109202626085, + "FN": 10249, + "FP": 1945, + "IoU": 0.9363131175966741, + "TN": 334228, + "TP": 179274, + "n_pred": 181219, + "n_ref": 189523 + }, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.8673536756896403, + "FN": 2020, + "FP": 7222, + "IoU": 0.7657762684373257, + "TN": 311006, + "TP": 30216, + "n_pred": 37438, + "n_ref": 32236 + }, + "15": { + "Dice": 0.2724028893852804, + "FN": 11893, + "FP": 13188, + "IoU": 0.15767732401934445, + "TN": 320688, + "TP": 4695, + "n_pred": 17883, + "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": 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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.0, + "FN": 300, + "FP": 6, + "IoU": 0.0, + "TN": 525390, + "TP": 0, + "n_pred": 6, + "n_ref": 300 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3866, + "IoU": 0.0, + "TN": 521830, + "TP": 0, + "n_pred": 3866, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 2552, + "IoU": 0.0, + "TN": 523144, + "TP": 0, + "n_pred": 2552, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2318840579710145, + "FN": 0, + "FP": 53, + "IoU": 0.13114754098360656, + "TN": 525635, + "TP": 8, + "n_pred": 61, + "n_ref": 8 + }, + "10": { + "Dice": 0.8518321119253831, + "FN": 3444, + "FP": 1004, + "IoU": 0.7419055355692237, + "TN": 508462, + "TP": 12786, + "n_pred": 13790, + "n_ref": 16230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.06334841628959276, + "FN": 201, + "FP": 6, + "IoU": 0.03271028037383177, + "TN": 525482, + "TP": 7, + "n_pred": 13, + "n_ref": 208 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 472, + "IoU": 0.0, + "TN": 525224, + "TP": 0, + "n_pred": 472, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.843739759522069, + "FN": 1214, + "FP": 29781, + "IoU": 0.7297144102899499, + "TN": 411021, + "TP": 83680, + "n_pred": 113461, + "n_ref": 84894 + }, + "3": { + "Dice": 0.8995633187772926, + "FN": 147, + "FP": 359, + "IoU": 0.8174603174603174, + "TN": 522924, + "TP": 2266, + "n_pred": 2625, + "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": 0.96736547275505, + "FN": 1327, + "FP": 1749, + "IoU": 0.9367936547075988, + "TN": 477030, + "TP": 45590, + "n_pred": 47339, + "n_ref": 46917 + }, + "7": { + "Dice": 0.9103853782941344, + "FN": 13016, + "FP": 2164, + "IoU": 0.835511345166114, + "TN": 433410, + "TP": 77106, + "n_pred": 79270, + "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_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 166, + "IoU": 0.0, + "TN": 350298, + "TP": 0, + "n_pred": 166, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 350424, + "TP": 0, + "n_pred": 0, + "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": 258, + "IoU": 0.0, + "TN": 350206, + "TP": 0, + "n_pred": 258, + "n_ref": 0 + }, + "13": { + "Dice": 0.5917782026768642, + "FN": 1429, + "FP": 279, + "IoU": 0.42023082145281737, + "TN": 347518, + "TP": 1238, + "n_pred": 1517, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 350377, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8838682432432432, + "FN": 779, + "FP": 871, + "IoU": 0.7919031403707908, + "TN": 342535, + "TP": 6279, + "n_pred": 7150, + "n_ref": 7058 + }, + "6": { + "Dice": 0.9143223470849988, + "FN": 4073, + "FP": 471, + "IoU": 0.8421674192427926, + "TN": 321674, + "TP": 24246, + "n_pred": 24717, + "n_ref": 28319 + }, + "7": { + "Dice": 0.8410194174757282, + "FN": 973, + "FP": 75, + "IoU": 0.7256544502617801, + "TN": 346644, + "TP": 2772, + "n_pred": 2847, + "n_ref": 3745 + }, + "8": { + "Dice": 0.9608697553084513, + "FN": 807, + "FP": 1878, + "IoU": 0.9246865445569549, + "TN": 314813, + "TP": 32966, + "n_pred": 34844, + "n_ref": 33773 + }, + "9": { + "Dice": 0.865612733005856, + "FN": 853, + "FP": 5412, + "IoU": 0.763066333862794, + "TN": 324022, + "TP": 20177, + "n_pred": 25589, + "n_ref": 21030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 92, + "IoU": 0.0, + "TN": 525604, + "TP": 0, + "n_pred": 92, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6378774761929011, + "FN": 3543, + "FP": 3568, + "IoU": 0.468296695080006, + "TN": 512322, + "TP": 6263, + "n_pred": 9831, + "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": 0.1865671641791045, + "FN": 37, + "FP": 1053, + "IoU": 0.102880658436214, + "TN": 524481, + "TP": 125, + "n_pred": 1178, + "n_ref": 162 + }, + "8": { + "Dice": 0.9536197608724215, + "FN": 143, + "FP": 210, + "IoU": 0.9113510798593671, + "TN": 521714, + "TP": 3629, + "n_pred": 3839, + "n_ref": 3772 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8742954934398175, + "FN": 5279, + "FP": 230, + "IoU": 0.7766651802002675, + "TN": 501029, + "TP": 19158, + "n_pred": 19388, + "n_ref": 24437 + }, + "10": { + "Dice": 0.0010624734381640458, + "FN": 5244, + "FP": 4158, + "IoU": 0.0005315190815350271, + "TN": 516289, + "TP": 5, + "n_pred": 4163, + "n_ref": 5249 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 525658, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "12": { + "Dice": 0.5136852394916911, + "FN": 239, + "FP": 1751, + "IoU": 0.345609996711608, + "TN": 522655, + "TP": 1051, + "n_pred": 2802, + "n_ref": 1290 + }, + "13": { + "Dice": 0.2418918918918919, + "FN": 2236, + "FP": 12350, + "IoU": 0.13758647194465795, + "TN": 508783, + "TP": 2327, + "n_pred": 14677, + "n_ref": 4563 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9703287890938251, + "FN": 340, + "FP": 252, + "IoU": 0.942367601246106, + "TN": 515424, + "TP": 9680, + "n_pred": 9932, + "n_ref": 10020 + }, + "3": { + "Dice": 0.9651915022455467, + "FN": 1693, + "FP": 1756, + "IoU": 0.932724754715509, + "TN": 474429, + "TP": 47818, + "n_pred": 49574, + "n_ref": 49511 + }, + "4": { + "Dice": 0.3119386899772482, + "FN": 11447, + "FP": 45, + "IoU": 0.18479109030290133, + "TN": 511599, + "TP": 2605, + "n_pred": 2650, + "n_ref": 14052 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9278014904544074, + "FN": 4659, + "FP": 23640, + "IoU": 0.8653262266216152, + "TN": 315566, + "TP": 181831, + "n_pred": 205471, + "n_ref": 186490 + }, + "7": { + "Dice": 0.6508987701040682, + "FN": 1317, + "FP": 15657, + "IoU": 0.48246844319775595, + "TN": 492898, + "TP": 15824, + "n_pred": 31481, + "n_ref": 17141 + }, + "8": { + "Dice": 0.5879378214521737, + "FN": 13392, + "FP": 949, + "IoU": 0.41636822399479084, + "TN": 501124, + "TP": 10231, + "n_pred": 11180, + "n_ref": 23623 + }, + "9": { + "Dice": 0.0, + "FN": 634, + "FP": 0, + "IoU": 0.0, + "TN": 525062, + "TP": 0, + "n_pred": 0, + "n_ref": 634 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9667002398579543, + "FN": 1828, + "FP": 1379, + "IoU": 0.9355467572401873, + "TN": 475939, + "TP": 46550, + "n_pred": 47929, + "n_ref": 48378 + }, + "10": { + "Dice": 0.3587108827650631, + "FN": 2744, + "FP": 2, + "IoU": 0.21855435401252135, + "TN": 522182, + "TP": 768, + "n_pred": 770, + "n_ref": 3512 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 92, + "IoU": 0.0, + "TN": 525604, + "TP": 0, + "n_pred": 92, + "n_ref": 0 + }, + "14": { + "Dice": 0.932862935074509, + "FN": 1564, + "FP": 986, + "IoU": 0.874173492549097, + "TN": 505430, + "TP": 17716, + "n_pred": 18702, + "n_ref": 19280 + }, + "15": { + "Dice": 0.709822158865182, + "FN": 11839, + "FP": 578, + "IoU": 0.5501738878423417, + "TN": 498092, + "TP": 15187, + "n_pred": 15765, + "n_ref": 27026 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.947423262275865, + "FN": 639, + "FP": 2994, + "IoU": 0.9000989935654182, + "TN": 489330, + "TP": 32733, + "n_pred": 35727, + "n_ref": 33372 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 610, + "IoU": 0.0, + "TN": 525086, + "TP": 0, + "n_pred": 610, + "n_ref": 0 + }, + "7": { + "Dice": 0.9764187116564417, + "FN": 153, + "FP": 93, + "IoU": 0.9539239557969658, + "TN": 520357, + "TP": 5093, + "n_pred": 5186, + "n_ref": 5246 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.0, + "FN": 0, + "FP": 3668, + "IoU": 0.0, + "TN": 171564, + "TP": 0, + "n_pred": 3668, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2712050/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.5312276766054527, + "FN": 1309.3777777777777, + "FP": 1062.8506666666667, + "IoU": 0.45865512610191417, + "TN": 458796.9359999999, + "TP": 6116.168888888888, + "n_pred": 7179.0195555555565, + "n_ref": 7425.546666666667 + }, + "mean": { + "1": { + "Dice": 0.6081638012150835, + "FN": 1857.5199999999998, + "FP": 551.1466666666668, + "IoU": 0.5555245499603374, + "TN": 458837.99333333335, + "TP": 6038.673333333334, + "n_pred": 6589.8200000000015, + "n_ref": 7896.193333333332 + }, + "10": { + "Dice": 0.4888989924800953, + "FN": 1564.7733333333333, + "FP": 828.5400000000002, + "IoU": 0.39880555798109957, + "TN": 461941.99333333335, + "TP": 2950.026666666667, + "n_pred": 3778.5666666666666, + "n_ref": 4514.8 + }, + "11": { + "Dice": 0.40362516302682633, + "FN": 81.48666666666666, + "FP": 70.75333333333334, + "IoU": 0.3079372715239145, + "TN": 466982.05333333334, + "TP": 151.04000000000002, + "n_pred": 221.79333333333335, + "n_ref": 232.52666666666664 + }, + "12": { + "Dice": 0.39714964432196725, + "FN": 157.28, + "FP": 56.50666666666666, + "IoU": 0.3031239941759631, + "TN": 466896.44000000006, + "TP": 175.10666666666665, + "n_pred": 231.61333333333332, + "n_ref": 332.38666666666666 + }, + "13": { + "Dice": 0.316682380349608, + "FN": 1404.12, + "FP": 676.14, + "IoU": 0.23660170923224194, + "TN": 463856.4733333333, + "TP": 1348.6, + "n_pred": 2024.7400000000002, + "n_ref": 2752.7200000000003 + }, + "14": { + "Dice": 0.44581322218485414, + "FN": 1599.56, + "FP": 1524.6533333333332, + "IoU": 0.39091541710988065, + "TN": 459630.4133333333, + "TP": 4530.706666666667, + "n_pred": 6055.36, + "n_ref": 6130.266666666666 + }, + "15": { + "Dice": 0.5185550221736701, + "FN": 962.3666666666666, + "FP": 480.31333333333333, + "IoU": 0.4361133404260868, + "TN": 464167.86000000004, + "TP": 1674.7933333333335, + "n_pred": 2155.1066666666666, + "n_ref": 2637.16 + }, + "2": { + "Dice": 0.5547950875158179, + "FN": 713.6466666666666, + "FP": 1105.6466666666668, + "IoU": 0.5035007542558351, + "TN": 460885.2733333333, + "TP": 4580.766666666666, + "n_pred": 5686.413333333333, + "n_ref": 5294.413333333333 + }, + "3": { + "Dice": 0.5091443784943943, + "FN": 1685.9466666666663, + "FP": 680.76, + "IoU": 0.4592044175422968, + "TN": 460683.35333333333, + "TP": 4235.273333333333, + "n_pred": 4916.033333333334, + "n_ref": 5921.219999999999 + }, + "4": { + "Dice": 0.3565040475361822, + "FN": 625.0733333333334, + "FP": 139.66000000000003, + "IoU": 0.2991052887823353, + "TN": 465863.9933333333, + "TP": 656.6066666666666, + "n_pred": 796.2666666666667, + "n_ref": 1281.6799999999998 + }, + "5": { + "Dice": 0.5166891828513778, + "FN": 188.7133333333333, + "FP": 95.21333333333334, + "IoU": 0.43088403794592745, + "TN": 466469.12, + "TP": 532.2866666666666, + "n_pred": 627.5, + "n_ref": 721.0 + }, + "6": { + "Dice": 0.7636425818275228, + "FN": 3440.7600000000007, + "FP": 5965.786666666668, + "IoU": 0.7107719975865475, + "TN": 411674.22000000003, + "TP": 46204.566666666666, + "n_pred": 52170.35333333333, + "n_ref": 49645.32666666667 + }, + "7": { + "Dice": 0.573228524689408, + "FN": 4064.626666666666, + "FP": 2834.313333333334, + "IoU": 0.4998491341308598, + "TN": 448661.0933333334, + "TP": 11725.3, + "n_pred": 14559.613333333333, + "n_ref": 15789.926666666666 + }, + "8": { + "Dice": 0.8323394307275876, + "FN": 718.8866666666667, + "FP": 386.3666666666667, + "IoU": 0.7601712918404212, + "TN": 462121.99333333335, + "TP": 4058.086666666667, + "n_pred": 4444.453333333333, + "n_ref": 4776.973333333333 + }, + "9": { + "Dice": 0.6831836896873944, + "FN": 575.9066666666666, + "FP": 546.96, + "IoU": 0.5873181290349656, + "TN": 463281.7666666667, + "TP": 2880.7, + "n_pred": 3427.66, + "n_ref": 3456.6066666666675 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/loop_002/summary_cross_val.json b/nnActive_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/loop_002/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..c0bdd82b385769bb4af33be03d178ef91d4e6443 --- /dev/null +++ b/nnActive_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/loop_002/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.5620370161459757, + "FN": 1851.6911111111115, + "FP": 2135.92, + "IoU": 0.49465868869467594, + "TN": 740634.5066666667, + "TP": 8875.482222222223, + "n_pred": 11011.402222222225, + "n_ref": 10727.173333333336 + }, + "mean": { + "1": { + "Dice": 0.6485850972392365, + "FN": 164.1, + "FP": 1989.1, + "IoU": 0.621138335133622, + "TN": 747044.3333333334, + "TP": 4300.066666666667, + "n_pred": 6289.166666666667, + "n_ref": 4464.166666666667 + }, + "10": { + "Dice": 0.4658812817374993, + "FN": 2037.2333333333333, + "FP": 852.8, + "IoU": 0.3876693643322785, + "TN": 746305.0333333333, + "TP": 4302.533333333334, + "n_pred": 5155.333333333333, + "n_ref": 6339.766666666666 + }, + "11": { + "Dice": 0.2622292856435158, + "FN": 29.133333333333333, + "FP": 133.26666666666668, + "IoU": 0.21621168703548568, + "TN": 753170.9333333333, + "TP": 164.26666666666668, + "n_pred": 297.53333333333336, + "n_ref": 193.4 + }, + "12": { + "Dice": 0.38030973430135023, + "FN": 248.7, + "FP": 40.3, + "IoU": 0.29884818479884423, + "TN": 752956.0666666667, + "TP": 252.53333333333333, + "n_pred": 292.8333333333333, + "n_ref": 501.23333333333335 + }, + "13": { + "Dice": 0.5027292777340199, + "FN": 1097.2333333333333, + "FP": 1062.7333333333333, + "IoU": 0.40348203307498276, + "TN": 749214.1666666666, + "TP": 2123.4666666666667, + "n_pred": 3186.2, + "n_ref": 3220.7 + }, + "14": { + "Dice": 0.4035018451276374, + "FN": 1825.2333333333333, + "FP": 10014.033333333333, + "IoU": 0.36445827308909046, + "TN": 737479.8333333334, + "TP": 4178.5, + "n_pred": 14192.533333333333, + "n_ref": 6003.733333333334 + }, + "15": { + "Dice": 0.4654592057164552, + "FN": 187.13333333333333, + "FP": 1419.7666666666667, + "IoU": 0.40048280572072914, + "TN": 749488.7666666667, + "TP": 2401.9333333333334, + "n_pred": 3821.7, + "n_ref": 2589.0666666666666 + }, + "2": { + "Dice": 0.8116381380176215, + "FN": 1364.0, + "FP": 274.5, + "IoU": 0.7430307065403582, + "TN": 745937.7666666667, + "TP": 5921.333333333333, + "n_pred": 6195.833333333333, + "n_ref": 7285.333333333333 + }, + "3": { + "Dice": 0.6812827091693755, + "FN": 337.4, + "FP": 2111.4666666666667, + "IoU": 0.6374123743407321, + "TN": 740801.5666666667, + "TP": 10247.166666666666, + "n_pred": 12358.633333333333, + "n_ref": 10584.566666666668 + }, + "4": { + "Dice": 0.35541580710735166, + "FN": 879.4666666666667, + "FP": 574.0, + "IoU": 0.301270913316109, + "TN": 750018.3333333334, + "TP": 2025.8, + "n_pred": 2599.8, + "n_ref": 2905.266666666667 + }, + "5": { + "Dice": 0.38442226581902683, + "FN": 714.4333333333333, + "FP": 55.7, + "IoU": 0.2809695846444377, + "TN": 752259.1333333333, + "TP": 468.3333333333333, + "n_pred": 524.0333333333333, + "n_ref": 1182.7666666666667 + }, + "6": { + "Dice": 0.7976091508728487, + "FN": 14086.366666666667, + "FP": 4765.033333333334, + "IoU": 0.7414670511519257, + "TN": 659098.4666666667, + "TP": 75547.73333333334, + "n_pred": 80312.76666666666, + "n_ref": 89634.1 + }, + "7": { + "Dice": 0.7211018046167234, + "FN": 3149.3, + "FP": 7566.166666666667, + "IoU": 0.6396640615368057, + "TN": 730979.2, + "TP": 11802.933333333332, + "n_pred": 19369.1, + "n_ref": 14952.233333333334 + }, + "8": { + "Dice": 0.8893914713460674, + "FN": 972.2333333333333, + "FP": 861.9666666666667, + "IoU": 0.8144630302390606, + "TN": 744856.0, + "TP": 6807.4, + "n_pred": 7669.366666666667, + "n_ref": 7779.633333333333 + }, + "9": { + "Dice": 0.6609981677409066, + "FN": 683.4, + "FP": 317.96666666666664, + "IoU": 0.5693119254656762, + "TN": 749908.0, + "TP": 2588.233333333333, + "n_pred": 2906.2, + "n_ref": 3271.633333333333 + } + }, + "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": 0.8578255675029869, + "FN": 238, + "FP": 357, + "IoU": 0.7510460251046025, + "TN": 348074, + "TP": 1795, + "n_pred": 2152, + "n_ref": 2033 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.9766850825696635, + "FN": 6825, + "FP": 1670, + "IoU": 0.9544325660982583, + "TN": 164037, + "TP": 177932, + "n_pred": 179602, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.0, + "FN": 27, + "FP": 82, + "IoU": 0.0, + "TN": 525587, + "TP": 0, + "n_pred": 82, + "n_ref": 27 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.054063926940639266, + "FN": 101, + "FP": 5078, + "IoU": 0.02778299230336024, + "TN": 520369, + "TP": 148, + "n_pred": 5226, + "n_ref": 249 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.8434265010351967, + "FN": 2416, + "FP": 2424, + "IoU": 0.7292459163123741, + "TN": 507820, + "TP": 13036, + "n_pred": 15460, + "n_ref": 15452 + }, + "5": { + "Dice": 0.020332090816672314, + "FN": 5326, + "FP": 456, + "IoU": 0.010270455323519343, + "TN": 519854, + "TP": 60, + "n_pred": 516, + "n_ref": 5386 + }, + "6": { + "Dice": 0.9628074555306534, + "FN": 2408, + "FP": 4147, + "IoU": 0.9282822757111597, + "TN": 434296, + "TP": 84845, + "n_pred": 88992, + "n_ref": 87253 + }, + "7": { + "Dice": 0.8363458720078163, + "FN": 938, + "FP": 402, + "IoU": 0.7187237615449202, + "TN": 520932, + "TP": 3424, + "n_pred": 3826, + "n_ref": 4362 + }, + "8": { + "Dice": 0.8755137850635771, + "FN": 4249, + "FP": 930, + "IoU": 0.7785900560044462, + "TN": 502305, + "TP": 18212, + "n_pred": 19142, + "n_ref": 22461 + }, + "9": { + "Dice": 0.0, + "FN": 502, + "FP": 0, + "IoU": 0.0, + "TN": 525194, + "TP": 0, + "n_pred": 0, + "n_ref": 502 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.09907300115874855, + "FN": 15, + "FP": 9315, + "IoU": 0.0521182566290765, + "TN": 2092941, + "TP": 513, + "n_pred": 9828, + "n_ref": 528 + }, + "10": { + "Dice": 0.0, + "FN": 150, + "FP": 695, + "IoU": 0.0, + "TN": 2101939, + "TP": 0, + "n_pred": 695, + "n_ref": 150 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1986, + "IoU": 0.0, + "TN": 2100798, + "TP": 0, + "n_pred": 1986, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2705, + "FP": 0, + "IoU": 0.0, + "TN": 2100079, + "TP": 0, + "n_pred": 0, + "n_ref": 2705 + }, + "13": { + "Dice": 0.2974570446735395, + "FN": 4469, + "FP": 642, + "IoU": 0.17471338608105927, + "TN": 2096591, + "TP": 1082, + "n_pred": 1724, + "n_ref": 5551 + }, + "14": { + "Dice": 0.002421903331088432, + "FN": 33, + "FP": 154017, + "IoU": 0.001212419847377737, + "TN": 1948547, + "TP": 187, + "n_pred": 154204, + "n_ref": 220 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2657, + "IoU": 0.0, + "TN": 2100127, + "TP": 0, + "n_pred": 2657, + "n_ref": 0 + }, + "2": { + "Dice": 0.9232269674033984, + "FN": 3235, + "FP": 2354, + "IoU": 0.8574016431086391, + "TN": 2063590, + "TP": 33605, + "n_pred": 35959, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 406, + "IoU": 0.0, + "TN": 2102378, + "TP": 0, + "n_pred": 406, + "n_ref": 0 + }, + "4": { + "Dice": 0.6012092534174553, + "FN": 862, + "FP": 2172, + "IoU": 0.42980642736327757, + "TN": 2097463, + "TP": 2287, + "n_pred": 4459, + "n_ref": 3149 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9772828050854749, + "FN": 1085, + "FP": 12645, + "IoU": 0.9555748255187521, + "TN": 1793725, + "TP": 295329, + "n_pred": 307974, + "n_ref": 296414 + }, + "7": { + "Dice": 0.6722511508565391, + "FN": 1429, + "FP": 2914, + "IoU": 0.5063089689666932, + "TN": 2093987, + "TP": 4454, + "n_pred": 7368, + "n_ref": 5883 + }, + "8": { + "Dice": 0.884646266393077, + "FN": 542, + "FP": 2044, + "IoU": 0.7931530955047192, + "TN": 2090282, + "TP": 9916, + "n_pred": 11960, + "n_ref": 10458 + }, + "9": { + "Dice": 0.8519473081328751, + "FN": 801, + "FP": 1267, + "IoU": 0.7420803192816163, + "TN": 2094766, + "TP": 5950, + "n_pred": 7217, + "n_ref": 6751 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 46224, + "IoU": 0.0, + "TN": 479472, + "TP": 0, + "n_pred": 46224, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 2096, + "FP": 27, + "IoU": 0.0, + "TN": 523573, + "TP": 0, + "n_pred": 27, + "n_ref": 2096 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 45, + "FP": 0, + "IoU": 0.0, + "TN": 525651, + "TP": 0, + "n_pred": 0, + "n_ref": 45 + }, + "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": 0.6829268292682927, + "FN": 37, + "FP": 15, + "IoU": 0.5185185185185185, + "TN": 525588, + "TP": 56, + "n_pred": 71, + "n_ref": 93 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 252, + "IoU": 0.0, + "TN": 525444, + "TP": 0, + "n_pred": 252, + "n_ref": 0 + }, + "7": { + "Dice": 0.7008239956661819, + "FN": 18276, + "FP": 2710, + "IoU": 0.5394372997410349, + "TN": 480130, + "TP": 24580, + "n_pred": 27290, + "n_ref": 42856 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.5286783042394015, + "FN": 377, + "FP": 1, + "IoU": 0.3593220338983051, + "TN": 525106, + "TP": 212, + "n_pred": 213, + "n_ref": 589 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8950900741787354, + "FN": 129, + "FP": 762, + "IoU": 0.8101023017902813, + "TN": 521004, + "TP": 3801, + "n_pred": 4563, + "n_ref": 3930 + }, + "3": { + "Dice": 0.9296029464026104, + "FN": 2288, + "FP": 2070, + "IoU": 0.8684655318121454, + "TN": 492564, + "TP": 28774, + "n_pred": 30844, + "n_ref": 31062 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9708311953402088, + "FN": 3618, + "FP": 1555, + "IoU": 0.9433158010081087, + "TN": 434436, + "TP": 86087, + "n_pred": 87642, + "n_ref": 89705 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 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": 0.4123824952336871, + "FN": 48219, + "FP": 5102, + "IoU": 0.25974927461787284, + "TN": 979361, + "TP": 18710, + "n_pred": 23812, + "n_ref": 66929 + }, + "15": { + "Dice": 0.5356601300470328, + "FN": 2620, + "FP": 33514, + "IoU": 0.3658031451839371, + "TN": 994416, + "TP": 20842, + "n_pred": 54356, + "n_ref": 23462 + }, + "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": 2249, + "IoU": 0.0, + "TN": 1049143, + "TP": 0, + "n_pred": 2249, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 612, + "IoU": 0.0, + "TN": 1050780, + "TP": 0, + "n_pred": 612, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9518060939479721, + "FN": 17456, + "FP": 3008, + "IoU": 0.9080439110096566, + "TN": 828851, + "TP": 202077, + "n_pred": 205085, + "n_ref": 219533 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 578, + "IoU": 0.0, + "TN": 1576510, + "TP": 0, + "n_pred": 578, + "n_ref": 0 + }, + "10": { + "Dice": 0.8829633521607776, + "FN": 1801, + "FP": 872, + "IoU": 0.7904515522107244, + "TN": 1564332, + "TP": 10083, + "n_pred": 10955, + "n_ref": 11884 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6771653543307087, + "FN": 165, + "FP": 40, + "IoU": 0.5119047619047619, + "TN": 1576668, + "TP": 215, + "n_pred": 255, + "n_ref": 380 + }, + "13": { + "Dice": 0.8959510670833056, + "FN": 1243, + "FP": 322, + "IoU": 0.8115139106347103, + "TN": 1568785, + "TP": 6738, + "n_pred": 7060, + "n_ref": 7981 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 130465, + "IoU": 0.0, + "TN": 1446623, + "TP": 0, + "n_pred": 130465, + "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": 1526, + "IoU": 0.0, + "TN": 1575562, + "TP": 0, + "n_pred": 1526, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1902, + "IoU": 0.0, + "TN": 1575186, + "TP": 0, + "n_pred": 1902, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.46524064171123, + "FN": 400, + "FP": 0, + "IoU": 0.30313588850174217, + "TN": 1576514, + "TP": 174, + "n_pred": 174, + "n_ref": 574 + }, + "6": { + "Dice": 0.908223225010551, + "FN": 2084, + "FP": 3570, + "IoU": 0.831876300921796, + "TN": 1543458, + "TP": 27976, + "n_pred": 31546, + "n_ref": 30060 + }, + "7": { + "Dice": 0.888212107940572, + "FN": 6884, + "FP": 9707, + "IoU": 0.7989042822685236, + "TN": 1494585, + "TP": 65912, + "n_pred": 75619, + "n_ref": 72796 + }, + "8": { + "Dice": 0.9714401458375531, + "FN": 516, + "FP": 471, + "IoU": 0.944466325324931, + "TN": 1559315, + "TP": 16786, + "n_pred": 17257, + "n_ref": 17302 + }, + "9": { + "Dice": 0.6639120733823651, + "FN": 3711, + "FP": 356, + "IoU": 0.49690747154873827, + "TN": 1569004, + "TP": 4017, + "n_pred": 4373, + "n_ref": 7728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.222725401399753, + "FN": 7120, + "FP": 432, + "IoU": 0.12531850822330323, + "TN": 1568454, + "TP": 1082, + "n_pred": 1514, + "n_ref": 8202 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 1577072, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.005595523581135092, + "FN": 3340, + "FP": 1636, + "IoU": 0.0028056112224448897, + "TN": 1572098, + "TP": 14, + "n_pred": 1650, + "n_ref": 3354 + }, + "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": 0.970890785729919, + "FN": 228, + "FP": 38, + "IoU": 0.943428328370906, + "TN": 1572386, + "TP": 4436, + "n_pred": 4474, + "n_ref": 4664 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 185, + "FP": 0, + "IoU": 0.0, + "TN": 1576903, + "TP": 0, + "n_pred": 0, + "n_ref": 185 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6778846494616644, + "FN": 18374, + "FP": 72516, + "IoU": 0.5127273117172757, + "TN": 1390560, + "TP": 95638, + "n_pred": 168154, + "n_ref": 114012 + }, + "7": { + "Dice": 0.17793768909968108, + "FN": 72, + "FP": 20034, + "IoU": 0.09765730185800198, + "TN": 1554806, + "TP": 2176, + "n_pred": 22210, + "n_ref": 2248 + }, + "8": { + "Dice": 0.910394265232975, + "FN": 5, + "FP": 245, + "IoU": 0.8355263157894737, + "TN": 1575568, + "TP": 1270, + "n_pred": 1515, + "n_ref": 1275 + }, + "9": { + "Dice": 0.3605313092979127, + "FN": 4256, + "FP": 125, + "IoU": 0.2199074074074074, + "TN": 1571472, + "TP": 1235, + "n_pred": 1360, + "n_ref": 5491 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 98, + "IoU": 0.0, + "TN": 2277918, + "TP": 0, + "n_pred": 98, + "n_ref": 0 + }, + "10": { + "Dice": 0.5433723901827475, + "FN": 18523, + "FP": 417, + "IoU": 0.37303452613459565, + "TN": 2247807, + "TP": 11269, + "n_pred": 11686, + "n_ref": 29792 + }, + "11": { + "Dice": 0.0, + "FN": 33, + "FP": 51, + "IoU": 0.0, + "TN": 2277932, + "TP": 0, + "n_pred": 51, + "n_ref": 33 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.33966089200147437, + "FN": 5269, + "FP": 9063, + "IoU": 0.20457320457320458, + "TN": 2259998, + "TP": 3686, + "n_pred": 12749, + "n_ref": 8955 + }, + "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": 0.8136430583189065, + "FN": 34217, + "FP": 1844, + "IoU": 0.685833267992647, + "TN": 2163233, + "TP": 78722, + "n_pred": 80566, + "n_ref": 112939 + }, + "3": { + "Dice": 0.6205246450512485, + "FN": 1512, + "FP": 46544, + "IoU": 0.4498265538598922, + "TN": 2190669, + "TP": 39291, + "n_pred": 85835, + "n_ref": 40803 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3522, + "IoU": 0.0, + "TN": 2274494, + "TP": 0, + "n_pred": 3522, + "n_ref": 0 + }, + "5": { + "Dice": 0.6820913461538461, + "FN": 3085, + "FP": 89, + "IoU": 0.5175558595531236, + "TN": 2271437, + "TP": 3405, + "n_pred": 3494, + "n_ref": 6490 + }, + "6": { + "Dice": 0.8220181007933491, + "FN": 195240, + "FP": 10325, + "IoU": 0.6978189574449006, + "TN": 1597745, + "TP": 474706, + "n_pred": 485031, + "n_ref": 669946 + }, + "7": { + "Dice": 0.31659922441409544, + "FN": 31200, + "FP": 33652, + "IoU": 0.18807121215915065, + "TN": 2198142, + "TP": 15022, + "n_pred": 48674, + "n_ref": 46222 + }, + "8": { + "Dice": 0.9083477039024078, + "FN": 325, + "FP": 1110, + "IoU": 0.8320851860519541, + "TN": 2269470, + "TP": 7111, + "n_pred": 8221, + "n_ref": 7436 + }, + "9": { + "Dice": 0.8001958863858962, + "FN": 1985, + "FP": 463, + "IoU": 0.6669387755102041, + "TN": 2270666, + "TP": 4902, + "n_pred": 5365, + "n_ref": 6887 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9821572393284184, + "FN": 189, + "FP": 387, + "IoU": 0.9649400450423032, + "TN": 1034963, + "TP": 15853, + "n_pred": 16240, + "n_ref": 16042 + }, + "10": { + "Dice": 0.56480920654149, + "FN": 8613, + "FP": 9, + "IoU": 0.39354294154884994, + "TN": 1037175, + "TP": 5595, + "n_pred": 5604, + "n_ref": 14208 + }, + "11": { + "Dice": 0.0, + "FN": 28, + "FP": 0, + "IoU": 0.0, + "TN": 1051364, + "TP": 0, + "n_pred": 0, + "n_ref": 28 + }, + "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": 0.9712652234761635, + "FN": 619, + "FP": 1311, + "IoU": 0.9441356952645594, + "TN": 1016844, + "TP": 32618, + "n_pred": 33929, + "n_ref": 33237 + }, + "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": 0.9722681911639336, + "FN": 457, + "FP": 96, + "IoU": 0.9460329852639797, + "TN": 1041145, + "TP": 9694, + "n_pred": 9790, + "n_ref": 10151 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7111310778587967, + "FN": 7730, + "FP": 629, + "IoU": 0.5517481767481768, + "TN": 1032744, + "TP": 10289, + "n_pred": 10918, + "n_ref": 18019 + }, + "6": { + "Dice": 0.9677179892266403, + "FN": 1729, + "FP": 1663, + "IoU": 0.9374550550402891, + "TN": 997159, + "TP": 50841, + "n_pred": 52504, + "n_ref": 52570 + }, + "7": { + "Dice": 0.9666238767650834, + "FN": 368, + "FP": 464, + "IoU": 0.9354037267080745, + "TN": 1038512, + "TP": 12048, + "n_pred": 12512, + "n_ref": 12416 + }, + "8": { + "Dice": 0.9602253978729345, + "FN": 2259, + "FP": 875, + "IoU": 0.9234937994336491, + "TN": 1010428, + "TP": 37830, + "n_pred": 38705, + "n_ref": 40089 + }, + "9": { + "Dice": 0.9121103117505995, + "FN": 1823, + "FP": 1109, + "IoU": 0.8384216907307396, + "TN": 1033246, + "TP": 15214, + "n_pred": 16323, + "n_ref": 17037 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.825854613019386, + "FN": 3876, + "FP": 6715, + "IoU": 0.7033665695720367, + "TN": 314760, + "TP": 25113, + "n_pred": 31828, + "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": 0.7271416947576427, + "FN": 6394, + "FP": 5343, + "IoU": 0.5712668030391583, + "TN": 323088, + "TP": 15639, + "n_pred": 20982, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9085870273116522, + "FN": 6286, + "FP": 311, + "IoU": 0.8324869229597278, + "TN": 311082, + "TP": 32785, + "n_pred": 33096, + "n_ref": 39071 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9454499242801317, + "FN": 3110, + "FP": 2041, + "IoU": 0.8965434132037197, + "TN": 300675, + "TP": 44638, + "n_pred": 46679, + "n_ref": 47748 + }, + "7": { + "Dice": 0.8907752969837004, + "FN": 2269, + "FP": 2080, + "IoU": 0.8030611782819363, + "TN": 328381, + "TP": 17734, + "n_pred": 19814, + "n_ref": 20003 + }, + "8": { + "Dice": 0.9111880046136102, + "FN": 11, + "FP": 297, + "IoU": 0.836864406779661, + "TN": 348576, + "TP": 1580, + "n_pred": 1877, + "n_ref": 1591 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1348, + "IoU": 0.0, + "TN": 349116, + "TP": 0, + "n_pred": 1348, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.5663681788947706, + "FN": 342, + "FP": 8423, + "IoU": 0.39505832010490716, + "TN": 686439, + "TP": 5724, + "n_pred": 14147, + "n_ref": 6066 + }, + "11": { + "Dice": 0.8017664376840039, + "FN": 528, + "FP": 280, + "IoU": 0.6691236691236692, + "TN": 698486, + "TP": 1634, + "n_pred": 1914, + "n_ref": 2162 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 700922, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": 0.7229105211406096, + "FN": 692, + "FP": 717, + "IoU": 0.5660609793655682, + "TN": 697681, + "TP": 1838, + "n_pred": 2555, + "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": 0.9718580045486008, + "FN": 764, + "FP": 659, + "IoU": 0.9452565976763868, + "TN": 674934, + "TP": 24571, + "n_pred": 25230, + "n_ref": 25335 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 0.8475575608364416, + "FN": 26189, + "FP": 2665, + "IoU": 0.7354445931821099, + "TN": 591862, + "TP": 80212, + "n_pred": 82877, + "n_ref": 106401 + }, + "7": { + "Dice": 0.16887145867478343, + "FN": 17001, + "FP": 11397, + "IoU": 0.09222261292075568, + "TN": 669645, + "TP": 2885, + "n_pred": 14282, + "n_ref": 19886 + }, + "8": { + "Dice": 0.9491203043271517, + "FN": 84, + "FP": 23, + "IoU": 0.9031674208144796, + "TN": 699823, + "TP": 998, + "n_pred": 1021, + "n_ref": 1082 + }, + "9": { + "Dice": 0.9006820659753036, + "FN": 762, + "FP": 3155, + "IoU": 0.8193098994372174, + "TN": 679250, + "TP": 17761, + "n_pred": 20916, + "n_ref": 18523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0193.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": 2760, + "IoU": 0.0, + "TN": 522936, + "TP": 0, + "n_pred": 2760, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.3154305469915203, + "FN": 127827, + "FP": 2068, + "IoU": 0.18724698256174094, + "TN": 365875, + "TP": 29926, + "n_pred": 31994, + "n_ref": 157753 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 118169, + "IoU": 0.0, + "TN": 407527, + "TP": 0, + "n_pred": 118169, + "n_ref": 0 + }, + "8": { + "Dice": 0.8939660699565443, + "FN": 5424, + "FP": 4995, + "IoU": 0.8082627898417372, + "TN": 471356, + "TP": 43921, + "n_pred": 48916, + "n_ref": 49345 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.9330077149358939, + "FN": 693, + "FP": 514, + "IoU": 0.874427798585102, + "TN": 866548, + "TP": 8405, + "n_pred": 8919, + "n_ref": 9098 + }, + "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": 27, + "IoU": 0.0, + "TN": 876133, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9818816326166314, + "FN": 602, + "FP": 3458, + "IoU": 0.9644081317775771, + "TN": 762089, + "TP": 110011, + "n_pred": 113469, + "n_ref": 110613 + }, + "7": { + "Dice": 0.9670468332928901, + "FN": 196, + "FP": 483, + "IoU": 0.936196203721105, + "TN": 865518, + "TP": 9963, + "n_pred": 10446, + "n_ref": 10159 + }, + "8": { + "Dice": 0.9176289875744027, + "FN": 559, + "FP": 2444, + "IoU": 0.847795235681703, + "TN": 856430, + "TP": 16727, + "n_pred": 19171, + "n_ref": 17286 + }, + "9": { + "Dice": 0.9014256308607151, + "FN": 637, + "FP": 656, + "IoU": 0.8205412907702984, + "TN": 868955, + "TP": 5912, + "n_pred": 6568, + "n_ref": 6549 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0217.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": 0.04331617255458903, + "FN": 4892, + "FP": 497, + "IoU": 0.02213754309562693, + "TN": 695417, + "TP": 122, + "n_pred": 619, + "n_ref": 5014 + }, + "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": 0.6899692829149454, + "FN": 437, + "FP": 11271, + "IoU": 0.5266817593790427, + "TN": 676192, + "TP": 13028, + "n_pred": 24299, + "n_ref": 13465 + }, + "9": { + "Dice": 0.812755519215045, + "FN": 11, + "FP": 218, + "IoU": 0.6845730027548209, + "TN": 700202, + "TP": 497, + "n_pred": 715, + "n_ref": 508 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.9542387224162996, + "FN": 3512, + "FP": 706, + "IoU": 0.9124823636816334, + "TN": 652732, + "TP": 43978, + "n_pred": 44684, + "n_ref": 47490 + }, + "15": { + "Dice": 0.9643768581125522, + "FN": 967, + "FP": 1741, + "IoU": 0.9312044305566141, + "TN": 661565, + "TP": 36655, + "n_pred": 38396, + "n_ref": 37622 + }, + "2": { + "Dice": 0.6666666666666666, + "FN": 0, + "FP": 1, + "IoU": 0.5, + "TN": 700926, + "TP": 1, + "n_pred": 2, + "n_ref": 1 + }, + "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": 0.9487029070525356, + "FN": 107, + "FP": 1467, + "IoU": 0.9024118048236096, + "TN": 684799, + "TP": 14555, + "n_pred": 16022, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9087514585764294, + "FN": 58, + "FP": 724, + "IoU": 0.8327630453378957, + "TN": 521020, + "TP": 3894, + "n_pred": 4618, + "n_ref": 3952 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.887706416563861, + "FN": 2374, + "FP": 5181, + "IoU": 0.7980864313012802, + "TN": 488279, + "TP": 29862, + "n_pred": 35043, + "n_ref": 32236 + }, + "15": { + "Dice": 0.8272590404226913, + "FN": 2027, + "FP": 4054, + "IoU": 0.7054064528630947, + "TN": 505054, + "TP": 14561, + "n_pred": 18615, + "n_ref": 16588 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.6148409893992933, + "FN": 189, + "FP": 29, + "IoU": 0.44387755102040816, + "TN": 525304, + "TP": 174, + "n_pred": 203, + "n_ref": 363 + }, + "7": { + "Dice": 0.9402105333067676, + "FN": 4613, + "FP": 2589, + "IoU": 0.8871672750630591, + "TN": 461867, + "TP": 56627, + "n_pred": 59216, + "n_ref": 61240 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9490181268882175, + "FN": 292, + "FP": 248, + "IoU": 0.9029823931009702, + "TN": 169666, + "TP": 5026, + "n_pred": 5274, + "n_ref": 5318 + }, + "10": { + "Dice": 0.8469352284577653, + "FN": 3499, + "FP": 464, + "IoU": 0.7345079386346888, + "TN": 160305, + "TP": 10964, + "n_pred": 11428, + "n_ref": 14463 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8163764130766881, + "FN": 830, + "FP": 372, + "IoU": 0.6897263810015488, + "TN": 171358, + "TP": 2672, + "n_pred": 3044, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 144, + "IoU": 0.0, + "TN": 175088, + "TP": 0, + "n_pred": 144, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9781094117162056, + "FN": 539, + "FP": 523, + "IoU": 0.9571566887203485, + "TN": 150444, + "TP": 23726, + "n_pred": 24249, + "n_ref": 24265 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9627462453676614, + "FN": 163, + "FP": 28, + "IoU": 0.9281684843926288, + "TN": 172573, + "TP": 2468, + "n_pred": 2496, + "n_ref": 2631 + }, + "7": { + "Dice": 0.873339738879783, + "FN": 2028, + "FP": 213, + "IoU": 0.7751580214708538, + "TN": 165265, + "TP": 7726, + "n_pred": 7939, + "n_ref": 9754 + }, + "8": { + "Dice": 0.9757519635079055, + "FN": 590, + "FP": 117, + "IoU": 0.9526520225020091, + "TN": 160300, + "TP": 14225, + "n_pred": 14342, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.8964046021093001, + "FN": 1256, + "FP": 3066, + "IoU": 0.8122583727900613, + "TN": 677907, + "TP": 18699, + "n_pred": 21765, + "n_ref": 19955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7602082762400658, + "FN": 1356, + "FP": 394, + "IoU": 0.6131741821396994, + "TN": 696404, + "TP": 2774, + "n_pred": 3168, + "n_ref": 4130 + }, + "13": { + "Dice": 0.30061693774537296, + "FN": 1247, + "FP": 0, + "IoU": 0.1768976897689769, + "TN": 699413, + "TP": 268, + "n_pred": 268, + "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": 0.9291896144767899, + "FN": 288, + "FP": 252, + "IoU": 0.8677443056576047, + "TN": 696845, + "TP": 3543, + "n_pred": 3795, + "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": 0.9882597830375881, + "FN": 518, + "FP": 1535, + "IoU": 0.9767920326471552, + "TN": 612467, + "TP": 86408, + "n_pred": 87943, + "n_ref": 86926 + }, + "7": { + "Dice": 0.973173702504382, + "FN": 596, + "FP": 307, + "IoU": 0.9477491031130656, + "TN": 683646, + "TP": 16379, + "n_pred": 16686, + "n_ref": 16975 + }, + "8": { + "Dice": 0.9585097375105842, + "FN": 333, + "FP": 451, + "IoU": 0.9203252032520325, + "TN": 691088, + "TP": 9056, + "n_pred": 9507, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.967869500741473, + "FN": 24, + "FP": 106, + "IoU": 0.9377394636015326, + "TN": 1049304, + "TP": 1958, + "n_pred": 2064, + "n_ref": 1982 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 1051361, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5868213841690841, + "FN": 821, + "FP": 176, + "IoU": 0.41524926686217006, + "TN": 1049687, + "TP": 708, + "n_pred": 884, + "n_ref": 1529 + }, + "13": { + "Dice": 0.3766959297685555, + "FN": 70, + "FP": 711, + "IoU": 0.232055063913471, + "TN": 1050375, + "TP": 236, + "n_pred": 947, + "n_ref": 306 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 879, + "IoU": 0.0, + "TN": 1050513, + "TP": 0, + "n_pred": 879, + "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": 0.964284095544577, + "FN": 2161, + "FP": 2567, + "IoU": 0.9310314647061397, + "TN": 982839, + "TP": 63825, + "n_pred": 66392, + "n_ref": 65986 + }, + "4": { + "Dice": 0.9256189392708164, + "FN": 1183, + "FP": 190, + "IoU": 0.8615369100443727, + "TN": 1041476, + "TP": 8543, + "n_pred": 8733, + "n_ref": 9726 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9899557515662193, + "FN": 1407, + "FP": 2032, + "IoU": 0.9801112704728416, + "TN": 878480, + "TP": 169473, + "n_pred": 171505, + "n_ref": 170880 + }, + "7": { + "Dice": 0.9551755476396913, + "FN": 2870, + "FP": 1421, + "IoU": 0.9141971605678865, + "TN": 1001382, + "TP": 45719, + "n_pred": 47140, + "n_ref": 48589 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9793501745055676, + "FN": 1365, + "FP": 623, + "IoU": 0.9595359250966823, + "TN": 1002262, + "TP": 47142, + "n_pred": 47765, + "n_ref": 48507 + }, + "10": { + "Dice": 0.9258888332498748, + "FN": 2450, + "FP": 1990, + "IoU": 0.862004662004662, + "TN": 1019217, + "TP": 27735, + "n_pred": 29725, + "n_ref": 30185 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1051386, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "13": { + "Dice": 0.8336715051246033, + "FN": 2932, + "FP": 265, + "IoU": 0.7147827638504773, + "TN": 1040183, + "TP": 8012, + "n_pred": 8277, + "n_ref": 10944 + }, + "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": 627, + "IoU": 0.0, + "TN": 1050765, + "TP": 0, + "n_pred": 627, + "n_ref": 0 + }, + "2": { + "Dice": 0.903107861060329, + "FN": 6, + "FP": 47, + "IoU": 0.8233333333333334, + "TN": 1051092, + "TP": 247, + "n_pred": 294, + "n_ref": 253 + }, + "3": { + "Dice": 0.9746322809870075, + "FN": 453, + "FP": 1232, + "IoU": 0.9505197627297821, + "TN": 1017338, + "TP": 32369, + "n_pred": 33601, + "n_ref": 32822 + }, + "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": 22, + "FP": 0, + "IoU": 0.0, + "TN": 1051370, + "TP": 0, + "n_pred": 0, + "n_ref": 22 + }, + "7": { + "Dice": 0.9447830101569714, + "FN": 677, + "FP": 818, + "IoU": 0.8953447672383619, + "TN": 1037107, + "TP": 12790, + "n_pred": 13608, + "n_ref": 13467 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.952249664943519, + "FN": 493, + "FP": 754, + "IoU": 0.9088516921277684, + "TN": 1037711, + "TP": 12434, + "n_pred": 13188, + "n_ref": 12927 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9855678446182897, + "FN": 574, + "FP": 68, + "IoU": 0.9715463369232815, + "TN": 503133, + "TP": 21921, + "n_pred": 21989, + "n_ref": 22495 + }, + "10": { + "Dice": 0.9166892318801336, + "FN": 920, + "FP": 3, + "IoU": 0.8461923012831195, + "TN": 519695, + "TP": 5078, + "n_pred": 5081, + "n_ref": 5998 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9626578802855574, + "FN": 64, + "FP": 208, + "IoU": 0.9280042350449974, + "TN": 521918, + "TP": 3506, + "n_pred": 3714, + "n_ref": 3570 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9778879524045613, + "FN": 813, + "FP": 79, + "IoU": 0.956732634846721, + "TN": 505080, + "TP": 19724, + "n_pred": 19803, + "n_ref": 20537 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 171, + "IoU": 0.0, + "TN": 525525, + "TP": 0, + "n_pred": 171, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7670124244842129, + "FN": 3077, + "FP": 1011, + "IoU": 0.6220763612831653, + "TN": 514879, + "TP": 6729, + "n_pred": 7740, + "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": 0.4565916398713826, + "FN": 20, + "FP": 318, + "IoU": 0.29583333333333334, + "TN": 525216, + "TP": 142, + "n_pred": 460, + "n_ref": 162 + }, + "8": { + "Dice": 0.9456826371279862, + "FN": 229, + "FP": 178, + "IoU": 0.8969620253164557, + "TN": 521746, + "TP": 3543, + "n_pred": 3721, + "n_ref": 3772 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9316246451828352, + "FN": 2119, + "FP": 1157, + "IoU": 0.8720012502930374, + "TN": 850566, + "TP": 22318, + "n_pred": 23475, + "n_ref": 24437 + }, + "10": { + "Dice": 0.025, + "FN": 5170, + "FP": 992, + "IoU": 0.012658227848101266, + "TN": 869919, + "TP": 79, + "n_pred": 1071, + "n_ref": 5249 + }, + "11": { + "Dice": 0.7716092761770906, + "FN": 285, + "FP": 1665, + "IoU": 0.6281464530892449, + "TN": 870916, + "TP": 3294, + "n_pred": 4959, + "n_ref": 3579 + }, + "12": { + "Dice": 0.1584022038567493, + "FN": 1175, + "FP": 47, + "IoU": 0.08601346297681377, + "TN": 874823, + "TP": 115, + "n_pred": 162, + "n_ref": 1290 + }, + "13": { + "Dice": 0.28684879288437104, + "FN": 2757, + "FP": 6223, + "IoU": 0.16743927313183757, + "TN": 865374, + "TP": 1806, + "n_pred": 8029, + "n_ref": 4563 + }, + "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": 0.9555007672281512, + "FN": 2071, + "FP": 510, + "IoU": 0.9147931728896372, + "TN": 845869, + "TP": 27710, + "n_pred": 28220, + "n_ref": 29781 + }, + "3": { + "Dice": 0.9569671722708337, + "FN": 1499, + "FP": 2819, + "IoU": 0.9174851901394994, + "TN": 823830, + "TP": 48012, + "n_pred": 50831, + "n_ref": 49511 + }, + "4": { + "Dice": 0.27531635003839605, + "FN": 13743, + "FP": 7962, + "IoU": 0.15963295648133807, + "TN": 850332, + "TP": 4123, + "n_pred": 12085, + "n_ref": 17866 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9397102302156244, + "FN": 13638, + "FP": 16277, + "IoU": 0.8862768056384503, + "TN": 613109, + "TP": 233136, + "n_pred": 249413, + "n_ref": 246774 + }, + "7": { + "Dice": 0.5780376713009925, + "FN": 2610, + "FP": 18605, + "IoU": 0.40650702176467296, + "TN": 840414, + "TP": 14531, + "n_pred": 33136, + "n_ref": 17141 + }, + "8": { + "Dice": 0.5884875183553597, + "FN": 13604, + "FP": 408, + "IoU": 0.41691981190961674, + "TN": 852129, + "TP": 10019, + "n_pred": 10427, + "n_ref": 23623 + }, + "9": { + "Dice": 0.7761682429466459, + "FN": 5521, + "FP": 88, + "IoU": 0.6342115560193035, + "TN": 860826, + "TP": 9725, + "n_pred": 9813, + "n_ref": 15246 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.9743561643835617, + "FN": 256, + "FP": 212, + "IoU": 0.9499946575488835, + "TN": 516337, + "TP": 8891, + "n_pred": 9103, + "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": 0.9702097655561431, + "FN": 32, + "FP": 137, + "IoU": 0.9421431016775077, + "TN": 522775, + "TP": 2752, + "n_pred": 2889, + "n_ref": 2784 + }, + "3": { + "Dice": 0.9559862343778301, + "FN": 25, + "FP": 704, + "IoU": 0.9156835530881332, + "TN": 517050, + "TP": 7917, + "n_pred": 8621, + "n_ref": 7942 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.957768583250107, + "FN": 1291, + "FP": 485, + "IoU": 0.9189596167008898, + "TN": 503781, + "TP": 20139, + "n_pred": 20624, + "n_ref": 21430 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9796091758708582, + "FN": 287, + "FP": 145, + "IoU": 0.9600333055786844, + "TN": 514887, + "TP": 10377, + "n_pred": 10522, + "n_ref": 10664 + }, + "10": { + "Dice": 0.7029707516414895, + "FN": 5274, + "FP": 1195, + "IoU": 0.5419852732936845, + "TN": 511572, + "TP": 7655, + "n_pred": 8850, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8041237113402062, + "FN": 358, + "FP": 174, + "IoU": 0.6724137931034483, + "TN": 524072, + "TP": 1092, + "n_pred": 1266, + "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": 0.9733740451651226, + "FN": 799, + "FP": 1756, + "IoU": 0.9481291999106726, + "TN": 476439, + "TP": 46702, + "n_pred": 48458, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9006820119352089, + "FN": 328, + "FP": 138, + "IoU": 0.8193098100038775, + "TN": 523117, + "TP": 2113, + "n_pred": 2251, + "n_ref": 2441 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.6645897742790391, + "FN": 1563.9711111111108, + "FP": 1446.6822222222222, + "IoU": 0.5808407259711498, + "TN": 624640.3288888889, + "TP": 9025.284444444445, + "n_pred": 10471.966666666667, + "n_ref": 10589.255555555555 + }, + "mean": { + "1": { + "Dice": 0.7600185726762194, + "FN": 4971.666666666667, + "FP": 1591.6333333333334, + "IoU": 0.6904952462403432, + "TN": 614652.1666666666, + "TP": 15460.8, + "n_pred": 17052.433333333334, + "n_ref": 20432.466666666667 + }, + "10": { + "Dice": 0.5641220482510519, + "FN": 1402.6333333333334, + "FP": 842.5666666666667, + "IoU": 0.4599142161584103, + "TN": 631163.0666666667, + "TP": 3268.0, + "n_pred": 4110.566666666667, + "n_ref": 4670.633333333333 + }, + "11": { + "Dice": 0.6957330767108667, + "FN": 99.43333333333334, + "FP": 43.666666666666664, + "IoU": 0.555520969104332, + "TN": 636373.0666666667, + "TP": 160.1, + "n_pred": 203.76666666666668, + "n_ref": 259.53333333333336 + }, + "12": { + "Dice": 0.5043908314016237, + "FN": 382.73333333333335, + "FP": 54.666666666666664, + "IoU": 0.3792627193439812, + "TN": 635868.4666666667, + "TP": 370.4, + "n_pred": 425.06666666666666, + "n_ref": 753.1333333333333 + }, + "13": { + "Dice": 0.3469330472404771, + "FN": 1255.5333333333333, + "FP": 870.7, + "IoU": 0.2604938237924557, + "TN": 632739.5, + "TP": 1810.5333333333333, + "n_pred": 2681.233333333333, + "n_ref": 3066.0666666666666 + }, + "14": { + "Dice": 0.6718183542058369, + "FN": 3026.0333333333333, + "FP": 469.8333333333333, + "IoU": 0.5786476778592018, + "TN": 627960.7, + "TP": 5219.7, + "n_pred": 5689.533333333334, + "n_ref": 8245.733333333334 + }, + "15": { + "Dice": 0.602990919436588, + "FN": 2618.5333333333333, + "FP": 226.6, + "IoU": 0.4933026279040595, + "TN": 629982.8, + "TP": 3848.3333333333335, + "n_pred": 4074.9333333333334, + "n_ref": 6466.866666666667 + }, + "2": { + "Dice": 0.6005588710128682, + "FN": 499.5, + "FP": 2387.6666666666665, + "IoU": 0.5642138866663285, + "TN": 625624.4333333333, + "TP": 8164.666666666667, + "n_pred": 10552.333333333334, + "n_ref": 8664.166666666666 + }, + "3": { + "Dice": 0.7010444099995142, + "FN": 1828.0666666666666, + "FP": 823.4333333333333, + "IoU": 0.6530526970199684, + "TN": 625308.7666666667, + "TP": 8716.0, + "n_pred": 9539.433333333332, + "n_ref": 10544.066666666668 + }, + "4": { + "Dice": 0.712889415620908, + "FN": 289.1666666666667, + "FP": 295.6333333333333, + "IoU": 0.617514332870579, + "TN": 634281.8666666667, + "TP": 1809.6, + "n_pred": 2105.233333333333, + "n_ref": 2098.766666666667 + }, + "5": { + "Dice": 0.648250193851564, + "FN": 232.23333333333332, + "FP": 126.5, + "IoU": 0.5619778302726579, + "TN": 635460.1, + "TP": 857.4333333333333, + "n_pred": 983.9333333333333, + "n_ref": 1089.6666666666667 + }, + "6": { + "Dice": 0.8363481943162604, + "FN": 3957.7, + "FP": 7137.166666666667, + "IoU": 0.7827154972370246, + "TN": 576700.1666666666, + "TP": 48881.23333333333, + "n_pred": 56018.4, + "n_ref": 52838.933333333334 + }, + "7": { + "Dice": 0.7272227288558805, + "FN": 2023.1666666666667, + "FP": 5562.166666666667, + "IoU": 0.6660625177802021, + "TN": 605374.1333333333, + "TP": 23716.8, + "n_pred": 29278.966666666667, + "n_ref": 25739.966666666667 + }, + "8": { + "Dice": 0.9445250699412416, + "FN": 535.5, + "FP": 395.23333333333335, + "IoU": 0.8976237659656812, + "TN": 625391.9333333333, + "TP": 10353.6, + "n_pred": 10748.833333333334, + "n_ref": 10889.1 + }, + "9": { + "Dice": 0.6520008806646873, + "FN": 337.6666666666667, + "FP": 872.7666666666667, + "IoU": 0.55181308135202, + "TN": 632723.7666666667, + "TP": 2742.0666666666666, + "n_pred": 3614.8333333333335, + "n_ref": 3079.733333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9711086827323095, + "FN": 1017, + "FP": 1997, + "IoU": 0.9438399045986435, + "TN": 822492, + "TP": 50654, + "n_pred": 52651, + "n_ref": 51671 + }, + "10": { + "Dice": 0.21568627450980393, + "FN": 16, + "FP": 144, + "IoU": 0.12087912087912088, + "TN": 875978, + "TP": 22, + "n_pred": 166, + "n_ref": 38 + }, + "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": 0.7688569403665081, + "FN": 471, + "FP": 1812, + "IoU": 0.6245065789473684, + "TN": 870080, + "TP": 3797, + "n_pred": 5609, + "n_ref": 4268 + }, + "15": { + "Dice": 0.8345050890749365, + "FN": 8274, + "FP": 4555, + "IoU": 0.7160092088369416, + "TN": 830986, + "TP": 32345, + "n_pred": 36900, + "n_ref": 40619 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9729240190617205, + "FN": 2195, + "FP": 1572, + "IoU": 0.9472756028944532, + "TN": 804713, + "TP": 67680, + "n_pred": 69252, + "n_ref": 69875 + }, + "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": 0.8463924161741471, + "FN": 2319, + "FP": 2931, + "IoU": 0.7336917926346759, + "TN": 856446, + "TP": 14464, + "n_pred": 17395, + "n_ref": 16783 + }, + "7": { + "Dice": 0.9716550276025954, + "FN": 6262, + "FP": 1527, + "IoU": 0.94487263873849, + "TN": 734869, + "TP": 133502, + "n_pred": 135029, + "n_ref": 139764 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9718108377507059, + "FN": 4595, + "FP": 2164, + "IoU": 0.9451673616406795, + "TN": 402430, + "TP": 116507, + "n_pred": 118671, + "n_ref": 121102 + }, + "10": { + "Dice": 0.5017353579175705, + "FN": 2830, + "FP": 1764, + "IoU": 0.33487766034457794, + "TN": 518789, + "TP": 2313, + "n_pred": 4077, + "n_ref": 5143 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.14218645204560698, + "FN": 2512, + "FP": 46, + "IoU": 0.07653429602888087, + "TN": 522926, + "TP": 212, + "n_pred": 258, + "n_ref": 2724 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 168, + "IoU": 0.0, + "TN": 525528, + "TP": 0, + "n_pred": 168, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 9, + "IoU": 0.0, + "TN": 525687, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "3": { + "Dice": 0.9293287378959462, + "FN": 3403, + "FP": 3056, + "IoU": 0.8679870010423693, + "TN": 476769, + "TP": 42468, + "n_pred": 45524, + "n_ref": 45871 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9255852217485603, + "FN": 579, + "FP": 1411, + "IoU": 0.8614784908812474, + "TN": 511330, + "TP": 12376, + "n_pred": 13787, + "n_ref": 12955 + }, + "8": { + "Dice": 0.8299072954453849, + "FN": 351, + "FP": 493, + "IoU": 0.7092662762659317, + "TN": 522793, + "TP": 2059, + "n_pred": 2552, + "n_ref": 2410 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6000510971697846, + "FN": 14018, + "FP": 71, + "IoU": 0.4286235704436694, + "TN": 325806, + "TP": 10569, + "n_pred": 10640, + "n_ref": 24587 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 79, + "IoU": 0.0, + "TN": 350385, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1193, + "IoU": 0.0, + "TN": 349271, + "TP": 0, + "n_pred": 1193, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 39401, + "IoU": 0.0, + "TN": 311063, + "TP": 0, + "n_pred": 39401, + "n_ref": 0 + }, + "3": { + "Dice": 0.6302682963939747, + "FN": 42649, + "FP": 1091, + "IoU": 0.4601399637131114, + "TN": 269443, + "TP": 37281, + "n_pred": 38372, + "n_ref": 79930 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 12201, + "IoU": 0.0, + "TN": 338263, + "TP": 0, + "n_pred": 12201, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.9025651965228522, + "FN": 1124, + "FP": 703, + "IoU": 0.8224317231995335, + "TN": 515407, + "TP": 8462, + "n_pred": 9165, + "n_ref": 9586 + }, + "11": { + "Dice": 0.8173947264856356, + "FN": 393, + "FP": 535, + "IoU": 0.6911813643926789, + "TN": 522691, + "TP": 2077, + "n_pred": 2612, + "n_ref": 2470 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8510105871029836, + "FN": 735, + "FP": 3909, + "IoU": 0.7406600770648349, + "TN": 507789, + "TP": 13263, + "n_pred": 17172, + "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": 0.9194820657835987, + "FN": 423, + "FP": 118, + "IoU": 0.8509641873278236, + "TN": 522066, + "TP": 3089, + "n_pred": 3207, + "n_ref": 3512 + }, + "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": 0.9320823985315113, + "FN": 2449, + "FP": 548, + "IoU": 0.872803666921314, + "TN": 502134, + "TP": 20565, + "n_pred": 21113, + "n_ref": 23014 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9401253918495298, + "FN": 871, + "FP": 1039, + "IoU": 0.8870156758355516, + "TN": 508791, + "TP": 14995, + "n_pred": 16034, + "n_ref": 15866 + }, + "9": { + "Dice": 0.80533403489156, + "FN": 3455, + "FP": 8384, + "IoU": 0.6741081259634442, + "TN": 489368, + "TP": 24489, + "n_pred": 32873, + "n_ref": 27944 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.003952569169960474, + "FN": 0, + "FP": 21168, + "IoU": 0.0019801980198019802, + "TN": 679718, + "TP": 42, + "n_pred": 21210, + "n_ref": 42 + }, + "10": { + "Dice": 0.6544021024967148, + "FN": 327, + "FP": 1251, + "IoU": 0.486328125, + "TN": 697856, + "TP": 1494, + "n_pred": 2745, + "n_ref": 1821 + }, + "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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8072, + "IoU": 0.0, + "TN": 692856, + "TP": 0, + "n_pred": 8072, + "n_ref": 0 + }, + "4": { + "Dice": 0.904281134845262, + "FN": 1179, + "FP": 2016, + "IoU": 0.825285722097665, + "TN": 682641, + "TP": 15092, + "n_pred": 17108, + "n_ref": 16271 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9707637104821758, + "FN": 2521, + "FP": 1610, + "IoU": 0.943188381879693, + "TN": 628214, + "TP": 68583, + "n_pred": 70193, + "n_ref": 71104 + }, + "7": { + "Dice": 0.928136364400464, + "FN": 4866, + "FP": 7959, + "IoU": 0.8659089958596462, + "TN": 605284, + "TP": 82819, + "n_pred": 90778, + "n_ref": 87685 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 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": 0.7696313870725073, + "FN": 511, + "FP": 3470, + "IoU": 0.6255291129714985, + "TN": 690297, + "TP": 6650, + "n_pred": 10120, + "n_ref": 7161 + }, + "7": { + "Dice": 0.7572555582118097, + "FN": 19551, + "FP": 757, + "IoU": 0.6093413357956294, + "TN": 648944, + "TP": 31676, + "n_pred": 32433, + "n_ref": 51227 + }, + "8": { + "Dice": 0.9586614173228346, + "FN": 2051, + "FP": 553, + "IoU": 0.9206049149338374, + "TN": 668130, + "TP": 30194, + "n_pred": 30747, + "n_ref": 32245 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.6469317977325896, + "FN": 15272, + "FP": 424, + "IoU": 0.478122090703551, + "TN": 846084, + "TP": 14380, + "n_pred": 14804, + "n_ref": 29652 + }, + "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": 0.4505635245901639, + "FN": 3389, + "FP": 901, + "IoU": 0.29079186642420235, + "TN": 870111, + "TP": 1759, + "n_pred": 2660, + "n_ref": 5148 + }, + "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": 0.9173842215499185, + "FN": 258, + "FP": 97, + "IoU": 0.8473774720550301, + "TN": 873834, + "TP": 1971, + "n_pred": 2068, + "n_ref": 2229 + }, + "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": 0.9819981272595358, + "FN": 2526, + "FP": 3280, + "IoU": 0.9646329280475622, + "TN": 711996, + "TP": 158358, + "n_pred": 161638, + "n_ref": 160884 + }, + "7": { + "Dice": 0.5895510579841482, + "FN": 5900, + "FP": 51168, + "IoU": 0.41798823085474185, + "TN": 778107, + "TP": 40985, + "n_pred": 92153, + "n_ref": 46885 + }, + "8": { + "Dice": 0.8970467289719626, + "FN": 916, + "FP": 461, + "IoU": 0.8133134490238612, + "TN": 868784, + "TP": 5999, + "n_pred": 6460, + "n_ref": 6915 + }, + "9": { + "Dice": 0.7739644970414201, + "FN": 451, + "FP": 695, + "IoU": 0.6312741312741312, + "TN": 873052, + "TP": 1962, + "n_pred": 2657, + "n_ref": 2413 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.0, + "FN": 2410, + "FP": 0, + "IoU": 0.0, + "TN": 523286, + "TP": 0, + "n_pred": 0, + "n_ref": 2410 + }, + "14": { + "Dice": 0.4165208260413021, + "FN": 149, + "FP": 1518, + "IoU": 0.2630415561450044, + "TN": 523434, + "TP": 595, + "n_pred": 2113, + "n_ref": 744 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 51, + "FP": 0, + "IoU": 0.0, + "TN": 525645, + "TP": 0, + "n_pred": 0, + "n_ref": 51 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.8549785642910099, + "FN": 2332, + "FP": 2167, + "IoU": 0.746692190755025, + "TN": 507935, + "TP": 13262, + "n_pred": 15429, + "n_ref": 15594 + }, + "9": { + "Dice": 0.0, + "FN": 78, + "FP": 0, + "IoU": 0.0, + "TN": 525618, + "TP": 0, + "n_pred": 0, + "n_ref": 78 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9620441270562011, + "FN": 1148, + "FP": 691, + "IoU": 0.9268641877112747, + "TN": 500551, + "TP": 23306, + "n_pred": 23997, + "n_ref": 24454 + }, + "10": { + "Dice": 0.7373995974124958, + "FN": 8762, + "FP": 4675, + "IoU": 0.5840324428071696, + "TN": 493393, + "TP": 18866, + "n_pred": 23541, + "n_ref": 27628 + }, + "11": { + "Dice": 0.8402366863905325, + "FN": 79, + "FP": 56, + "IoU": 0.7244897959183674, + "TN": 525206, + "TP": 355, + "n_pred": 411, + "n_ref": 434 + }, + "12": { + "Dice": 0.7018564079624245, + "FN": 954, + "FP": 379, + "IoU": 0.5406616126809097, + "TN": 522794, + "TP": 1569, + "n_pred": 1948, + "n_ref": 2523 + }, + "13": { + "Dice": 0.6160436594096591, + "FN": 1550, + "FP": 4993, + "IoU": 0.44513229308005425, + "TN": 513904, + "TP": 5249, + "n_pred": 10242, + "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": 0.9078801331853497, + "FN": 46, + "FP": 120, + "IoU": 0.8313008130081301, + "TN": 524712, + "TP": 818, + "n_pred": 938, + "n_ref": 864 + }, + "3": { + "Dice": 0.9325904075166612, + "FN": 60, + "FP": 557, + "IoU": 0.8736949846468782, + "TN": 520811, + "TP": 4268, + "n_pred": 4825, + "n_ref": 4328 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9763617569980266, + "FN": 749, + "FP": 3779, + "IoU": 0.9538152405626218, + "TN": 427655, + "TP": 93513, + "n_pred": 97292, + "n_ref": 94262 + }, + "7": { + "Dice": 0.9687568306974186, + "FN": 1339, + "FP": 3092, + "IoU": 0.9394067854554405, + "TN": 452569, + "TP": 68696, + "n_pred": 71788, + "n_ref": 70035 + }, + "8": { + "Dice": 0.953747774588526, + "FN": 804, + "FP": 469, + "IoU": 0.9115849423531046, + "TN": 511298, + "TP": 13125, + "n_pred": 13594, + "n_ref": 13929 + }, + "9": { + "Dice": 0.905562032782388, + "FN": 818, + "FP": 1936, + "IoU": 0.8274219827045995, + "TN": 509738, + "TP": 13204, + "n_pred": 15140, + "n_ref": 14022 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.5707070707070707, + "FN": 143, + "FP": 27, + "IoU": 0.3992932862190813, + "TN": 350181, + "TP": 113, + "n_pred": 140, + "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": 0.8140334785599633, + "FN": 867, + "FP": 755, + "IoU": 0.6863882443928848, + "TN": 345292, + "TP": 3550, + "n_pred": 4305, + "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": 0.9040349215881008, + "FN": 1280, + "FP": 2875, + "IoU": 0.8248756638287111, + "TN": 326738, + "TP": 19571, + "n_pred": 22446, + "n_ref": 20851 + }, + "5": { + "Dice": 0.8612654597598136, + "FN": 629, + "FP": 919, + "IoU": 0.7563355894852826, + "TN": 344111, + "TP": 4805, + "n_pred": 5724, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9571920022761956, + "FN": 4255, + "FP": 710, + "IoU": 0.9178986010516916, + "TN": 289990, + "TP": 55509, + "n_pred": 56219, + "n_ref": 59764 + }, + "7": { + "Dice": 0.9024063687352994, + "FN": 2036, + "FP": 661, + "IoU": 0.82216800738494, + "TN": 335298, + "TP": 12469, + "n_pred": 13130, + "n_ref": 14505 + }, + "8": { + "Dice": 0.9576058443573181, + "FN": 1736, + "FP": 1270, + "IoU": 0.9186600281415738, + "TN": 313508, + "TP": 33950, + "n_pred": 35220, + "n_ref": 35686 + }, + "9": { + "Dice": 0.41083805923125394, + "FN": 59, + "FP": 876, + "IoU": 0.25852498017446474, + "TN": 349203, + "TP": 326, + "n_pred": 1202, + "n_ref": 385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.4310860179342411, + "FN": 1356, + "FP": 357, + "IoU": 0.2747671464860288, + "TN": 523334, + "TP": 649, + "n_pred": 1006, + "n_ref": 2005 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.04810381474437857, + "FN": 8509, + "FP": 0, + "IoU": 0.024644658413571757, + "TN": 516972, + "TP": 215, + "n_pred": 215, + "n_ref": 8724 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9682645588200665, + "FN": 2972, + "FP": 1071, + "IoU": 0.938481436396835, + "TN": 459976, + "TP": 61677, + "n_pred": 62748, + "n_ref": 64649 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8986112817991889, + "FN": 185, + "FP": 1465, + "IoU": 0.8158893104217808, + "TN": 516734, + "TP": 7312, + "n_pred": 8777, + "n_ref": 7497 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9796199957747966, + "FN": 2104, + "FP": 4070, + "IoU": 0.9600540893768723, + "TN": 371137, + "TP": 148385, + "n_pred": 152455, + "n_ref": 150489 + }, + "7": { + "Dice": 0.016985138004246284, + "FN": 16, + "FP": 1836, + "IoU": 0.008565310492505354, + "TN": 523828, + "TP": 16, + "n_pred": 1852, + "n_ref": 32 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8098553829673273, + "FN": 1381, + "FP": 39, + "IoU": 0.6804680468046804, + "TN": 346020, + "TP": 3024, + "n_pred": 3063, + "n_ref": 4405 + }, + "10": { + "Dice": 0.5895356092343346, + "FN": 3840, + "FP": 765, + "IoU": 0.4179726996966633, + "TN": 342552, + "TP": 3307, + "n_pred": 4072, + "n_ref": 7147 + }, + "11": { + "Dice": 0.6942148760330579, + "FN": 1155, + "FP": 362, + "IoU": 0.5316455696202531, + "TN": 347225, + "TP": 1722, + "n_pred": 2084, + "n_ref": 2877 + }, + "12": { + "Dice": 0.5020622422197225, + "FN": 2214, + "FP": 442, + "IoU": 0.33516896120150186, + "TN": 346469, + "TP": 1339, + "n_pred": 1781, + "n_ref": 3553 + }, + "13": { + "Dice": 0.6534532579056611, + "FN": 1777, + "FP": 6738, + "IoU": 0.4852807834129239, + "TN": 333921, + "TP": 8028, + "n_pred": 14766, + "n_ref": 9805 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9462947285829324, + "FN": 1815, + "FP": 3387, + "IoU": 0.8980639598683179, + "TN": 299432, + "TP": 45830, + "n_pred": 49217, + "n_ref": 47645 + }, + "3": { + "Dice": 0.955794368673264, + "FN": 734, + "FP": 825, + "IoU": 0.915331559224461, + "TN": 332051, + "TP": 16854, + "n_pred": 17679, + "n_ref": 17588 + }, + "4": { + "Dice": 0.8372093023255814, + "FN": 424, + "FP": 689, + "IoU": 0.72, + "TN": 346489, + "TP": 2862, + "n_pred": 3551, + "n_ref": 3286 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9711097425338493, + "FN": 1429, + "FP": 1714, + "IoU": 0.9438419068379581, + "TN": 294497, + "TP": 52824, + "n_pred": 54538, + "n_ref": 54253 + }, + "7": { + "Dice": 0.025059665871121718, + "FN": 3225, + "FP": 43, + "IoU": 0.012688821752265862, + "TN": 347154, + "TP": 42, + "n_pred": 85, + "n_ref": 3267 + }, + "8": { + "Dice": 0.9515349630471859, + "FN": 85, + "FP": 597, + "IoU": 0.9075504947810763, + "TN": 343087, + "TP": 6695, + "n_pred": 7292, + "n_ref": 6780 + }, + "9": { + "Dice": 0.7664884135472371, + "FN": 1006, + "FP": 435, + "IoU": 0.6213872832369942, + "TN": 346658, + "TP": 2365, + "n_pred": 2800, + "n_ref": 3371 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.913633426663795, + "FN": 378, + "FP": 23, + "IoU": 0.8409992069785884, + "TN": 1048870, + "TP": 2121, + "n_pred": 2144, + "n_ref": 2499 + }, + "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": 0.9629874812336718, + "FN": 2196, + "FP": 935, + "IoU": 0.9286170261273996, + "TN": 1007530, + "TP": 40731, + "n_pred": 41666, + "n_ref": 42927 + }, + "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": 0.9545546430827543, + "FN": 5336, + "FP": 1858, + "IoU": 0.913060292216032, + "TN": 968645, + "TP": 75553, + "n_pred": 77411, + "n_ref": 80889 + }, + "7": { + "Dice": 0.9521622479300695, + "FN": 1738, + "FP": 6553, + "IoU": 0.908692444082244, + "TN": 960589, + "TP": 82512, + "n_pred": 89065, + "n_ref": 84250 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4393474473759183, + "FN": 119485, + "FP": 558, + "IoU": 0.28151522043596405, + "TN": 1059546, + "TP": 47035, + "n_pred": 47593, + "n_ref": 166520 + }, + "10": { + "Dice": 0.2645236899380546, + "FN": 666, + "FP": 3727, + "IoU": 0.1524213775805518, + "TN": 1221441, + "TP": 790, + "n_pred": 4517, + "n_ref": 1456 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.748251018064112, + "FN": 2291, + "FP": 120, + "IoU": 0.5977644310977644, + "TN": 1220630, + "TP": 3583, + "n_pred": 3703, + "n_ref": 5874 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2746, + "IoU": 0.0, + "TN": 1223878, + "TP": 0, + "n_pred": 2746, + "n_ref": 0 + }, + "14": { + "Dice": 0.9824171800157105, + "FN": 1655, + "FP": 1322, + "IoU": 0.9654419873469151, + "TN": 1140479, + "TP": 83168, + "n_pred": 84490, + "n_ref": 84823 + }, + "15": { + "Dice": 0.7941957899039445, + "FN": 4334, + "FP": 701, + "IoU": 0.6586440677966102, + "TN": 1211874, + "TP": 9715, + "n_pred": 10416, + "n_ref": 14049 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3129, + "IoU": 0.0, + "TN": 1223495, + "TP": 0, + "n_pred": 3129, + "n_ref": 0 + }, + "3": { + "Dice": 0.9407496108250509, + "FN": 4359, + "FP": 589, + "IoU": 0.8881276990210043, + "TN": 1182395, + "TP": 39281, + "n_pred": 39870, + "n_ref": 43640 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8225923244026068, + "FN": 469, + "FP": 21, + "IoU": 0.6986469864698647, + "TN": 1224998, + "TP": 1136, + "n_pred": 1157, + "n_ref": 1605 + }, + "6": { + "Dice": 0.001664322745466801, + "FN": 0, + "FP": 119969, + "IoU": 0.0008328544420291666, + "TN": 1106555, + "TP": 100, + "n_pred": 120069, + "n_ref": 100 + }, + "7": { + "Dice": 0.8142235123367199, + "FN": 239, + "FP": 17, + "IoU": 0.6866585067319462, + "TN": 1225807, + "TP": 561, + "n_pred": 578, + "n_ref": 800 + }, + "8": { + "Dice": 0.9794170270917569, + "FN": 1149, + "FP": 312, + "IoU": 0.9596642831506584, + "TN": 1190403, + "TP": 34760, + "n_pred": 35072, + "n_ref": 35909 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.0, + "FN": 0, + "FP": 1220, + "IoU": 0.0, + "TN": 524476, + "TP": 0, + "n_pred": 1220, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4790602655771195, + "FN": 462, + "FP": 2598, + "IoU": 0.3149764942914708, + "TN": 521229, + "TP": 1407, + "n_pred": 4005, + "n_ref": 1869 + }, + "14": { + "Dice": 0.6302172321210642, + "FN": 10381, + "FP": 3254, + "IoU": 0.46008553100498933, + "TN": 500442, + "TP": 11619, + "n_pred": 14873, + "n_ref": 22000 + }, + "15": { + "Dice": 0.3108987502005741, + "FN": 38069, + "FP": 582, + "IoU": 0.18406164238969813, + "TN": 478326, + "TP": 8719, + "n_pred": 9301, + "n_ref": 46788 + }, + "2": { + "Dice": 0.9316135229241351, + "FN": 6039, + "FP": 1935, + "IoU": 0.8719817621371693, + "TN": 463408, + "TP": 54314, + "n_pred": 56249, + "n_ref": 60353 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7692054884561663, + "FN": 2311, + "FP": 498, + "IoU": 0.6249666221628839, + "TN": 518206, + "TP": 4681, + "n_pred": 5179, + "n_ref": 6992 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9744674893928625, + "FN": 3810, + "FP": 932, + "IoU": 0.9502063360389781, + "TN": 430463, + "TP": 90491, + "n_pred": 91423, + "n_ref": 94301 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.7732890610588452, + "FN": 1043, + "FP": 186, + "IoU": 0.630375939849624, + "TN": 171907, + "TP": 2096, + "n_pred": 2282, + "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": 0.3633230545982224, + "FN": 6603, + "FP": 417, + "IoU": 0.22198825224426466, + "TN": 166209, + "TP": 2003, + "n_pred": 2420, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.014890629618681643, + "FN": 341, + "FP": 52981, + "IoU": 0.007501163331782224, + "TN": 121507, + "TP": 403, + "n_pred": 53384, + "n_ref": 744 + }, + "8": { + "Dice": 0.972112676056338, + "FN": 145, + "FP": 251, + "IoU": 0.9457385585091806, + "TN": 167934, + "TP": 6902, + "n_pred": 7153, + "n_ref": 7047 + }, + "9": { + "Dice": 0.46200607902735563, + "FN": 177, + "FP": 0, + "IoU": 0.30039525691699603, + "TN": 174979, + "TP": 76, + "n_pred": 76, + "n_ref": 253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.8190299588572753, + "FN": 372, + "FP": 2751, + "IoU": 0.693523061825319, + "TN": 340274, + "TP": 7067, + "n_pred": 9818, + "n_ref": 7439 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8601689572563359, + "FN": 816, + "FP": 293, + "IoU": 0.754646017699115, + "TN": 345944, + "TP": 3411, + "n_pred": 3704, + "n_ref": 4227 + }, + "13": { + "Dice": 0.18280364621828035, + "FN": 3317, + "FP": 0, + "IoU": 0.10059652928416486, + "TN": 346776, + "TP": 371, + "n_pred": 371, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9519953730480046, + "FN": 38, + "FP": 45, + "IoU": 0.9083885209713024, + "TN": 349558, + "TP": 823, + "n_pred": 868, + "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": 0.9610577419688049, + "FN": 214, + "FP": 163, + "IoU": 0.9250347981706104, + "TN": 345435, + "TP": 4652, + "n_pred": 4815, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8639344262295082, + "FN": 637, + "FP": 3513, + "IoU": 0.7604617604617605, + "TN": 858835, + "TP": 13175, + "n_pred": 16688, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.34093211752786223, + "FN": 2593, + "FP": 9, + "IoU": 0.20549618320610688, + "TN": 872885, + "TP": 673, + "n_pred": 682, + "n_ref": 3266 + }, + "13": { + "Dice": 0.10256410256410256, + "FN": 25, + "FP": 710, + "IoU": 0.05405405405405406, + "TN": 875383, + "TP": 42, + "n_pred": 752, + "n_ref": 67 + }, + "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": 0.9603670000752049, + "FN": 447, + "FP": 1134, + "IoU": 0.9237557870370371, + "TN": 855424, + "TP": 19155, + "n_pred": 20289, + "n_ref": 19602 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8889264010803511, + "FN": 1442, + "FP": 532, + "IoU": 0.800060771801884, + "TN": 866287, + "TP": 7899, + "n_pred": 8431, + "n_ref": 9341 + }, + "6": { + "Dice": 0.8876707561124163, + "FN": 1201, + "FP": 90, + "IoU": 0.7980287859824781, + "TN": 869768, + "TP": 5101, + "n_pred": 5191, + "n_ref": 6302 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9758618080402988, + "FN": 772, + "FP": 1461, + "IoU": 0.9528614553207658, + "TN": 828789, + "TP": 45138, + "n_pred": 46599, + "n_ref": 45910 + }, + "9": { + "Dice": 0.8166189111747851, + "FN": 113, + "FP": 15, + "IoU": 0.6900726392251816, + "TN": 875747, + "TP": 285, + "n_pred": 300, + "n_ref": 398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9401971956597136, + "FN": 2229, + "FP": 185, + "IoU": 0.8871435250116877, + "TN": 854770, + "TP": 18976, + "n_pred": 19161, + "n_ref": 21205 + }, + "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": 0.9641575604934259, + "FN": 1197, + "FP": 1450, + "IoU": 0.9307955763549374, + "TN": 837911, + "TP": 35602, + "n_pred": 37052, + "n_ref": 36799 + }, + "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": 0.07342657342657342, + "FN": 2556, + "FP": 94, + "IoU": 0.038112522686025406, + "TN": 873405, + "TP": 105, + "n_pred": 199, + "n_ref": 2661 + }, + "6": { + "Dice": 0.9469578783151326, + "FN": 122, + "FP": 82, + "IoU": 0.8992592592592593, + "TN": 874135, + "TP": 1821, + "n_pred": 1903, + "n_ref": 1943 + }, + "7": { + "Dice": 0.8910876246158459, + "FN": 377, + "FP": 1076, + "IoU": 0.8035690144653238, + "TN": 868763, + "TP": 5944, + "n_pred": 7020, + "n_ref": 6321 + }, + "8": { + "Dice": 0.9655290102389078, + "FN": 1524, + "FP": 294, + "IoU": 0.9333553282744969, + "TN": 848881, + "TP": 25461, + "n_pred": 25755, + "n_ref": 26985 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.8844757149341806, + "FN": 611, + "FP": 407, + "IoU": 0.7928789420142421, + "TN": 170317, + "TP": 3897, + "n_pred": 4304, + "n_ref": 4508 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6353646353646354, + "FN": 96, + "FP": 269, + "IoU": 0.465592972181552, + "TN": 174549, + "TP": 318, + "n_pred": 587, + "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": 0.8589790007241129, + "FN": 481, + "FP": 1077, + "IoU": 0.7528161193082659, + "TN": 168929, + "TP": 4745, + "n_pred": 5822, + "n_ref": 5226 + }, + "6": { + "Dice": 0.963339054157132, + "FN": 1948, + "FP": 1128, + "IoU": 0.929271096803863, + "TN": 131742, + "TP": 40414, + "n_pred": 41542, + "n_ref": 42362 + }, + "7": { + "Dice": 0.9478702327885091, + "FN": 824, + "FP": 1702, + "IoU": 0.9009062021890079, + "TN": 149741, + "TP": 22965, + "n_pred": 24667, + "n_ref": 23789 + }, + "8": { + "Dice": 0.9658379538544088, + "FN": 876, + "FP": 461, + "IoU": 0.9339328951919751, + "TN": 154995, + "TP": 18900, + "n_pred": 19361, + "n_ref": 19776 + }, + "9": { + "Dice": 0.9030390738060782, + "FN": 40, + "FP": 27, + "IoU": 0.8232189973614775, + "TN": 174853, + "TP": 312, + "n_pred": 339, + "n_ref": 352 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.803855421686747, + "FN": 22, + "FP": 385, + "IoU": 0.6720386784850927, + "TN": 524455, + "TP": 834, + "n_pred": 1219, + "n_ref": 856 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 590, + "IoU": 0.0, + "TN": 525106, + "TP": 0, + "n_pred": 590, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8897599216070554, + "FN": 39, + "FP": 186, + "IoU": 0.8014121800529568, + "TN": 524563, + "TP": 908, + "n_pred": 1094, + "n_ref": 947 + }, + "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": 0.9842805320435308, + "FN": 3213, + "FP": 1532, + "IoU": 0.969047619047619, + "TN": 372396, + "TP": 148555, + "n_pred": 150087, + "n_ref": 151768 + }, + "7": { + "Dice": 0.9661186561829879, + "FN": 3237, + "FP": 81, + "IoU": 0.9344579646017699, + "TN": 475072, + "TP": 47306, + "n_pred": 47387, + "n_ref": 50543 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9763602307522629, + "FN": 3620, + "FP": 2703, + "IoU": 0.953812327426259, + "TN": 739262, + "TP": 130575, + "n_pred": 133278, + "n_ref": 134195 + }, + "10": { + "Dice": 0.8585915492957746, + "FN": 3488, + "FP": 277, + "IoU": 0.7522211253701876, + "TN": 860965, + "TP": 11430, + "n_pred": 11707, + "n_ref": 14918 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6086956521739131, + "FN": 6, + "FP": 3, + "IoU": 0.4375, + "TN": 876144, + "TP": 7, + "n_pred": 10, + "n_ref": 13 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.06446440427424305, + "FN": 74681, + "FP": 0, + "IoU": 0.033305718797732156, + "TN": 798906, + "TP": 2573, + "n_pred": 2573, + "n_ref": 77254 + }, + "15": { + "Dice": 0.0758067269933413, + "FN": 5413, + "FP": 0, + "IoU": 0.03939662821650399, + "TN": 870525, + "TP": 222, + "n_pred": 222, + "n_ref": 5635 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8944610778443114, + "FN": 9, + "FP": 273, + "IoU": 0.8090724441435342, + "TN": 874683, + "TP": 1195, + "n_pred": 1468, + "n_ref": 1204 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8284329563812601, + "FN": 64, + "FP": 467, + "IoU": 0.7071152785438499, + "TN": 874347, + "TP": 1282, + "n_pred": 1749, + "n_ref": 1346 + }, + "6": { + "Dice": 0.721307331166486, + "FN": 1395, + "FP": 44907, + "IoU": 0.564097494845652, + "TN": 769939, + "TP": 59919, + "n_pred": 104826, + "n_ref": 61314 + }, + "7": { + "Dice": 0.8757374533717823, + "FN": 1005, + "FP": 13086, + "IoU": 0.7789439006024096, + "TN": 812416, + "TP": 49653, + "n_pred": 62739, + "n_ref": 50658 + }, + "8": { + "Dice": 0.9669799951795613, + "FN": 27, + "FP": 110, + "IoU": 0.9360709286047597, + "TN": 874017, + "TP": 2006, + "n_pred": 2116, + "n_ref": 2033 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.49087660721084847, + "FN": 636, + "FP": 16747, + "IoU": 0.32527267787136593, + "TN": 1376093, + "TP": 8380, + "n_pred": 25127, + "n_ref": 9016 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2055, + "IoU": 0.0, + "TN": 1399801, + "TP": 0, + "n_pred": 2055, + "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": 0.5094170403587444, + "FN": 1083, + "FP": 11, + "IoU": 0.3417569193742479, + "TN": 1400194, + "TP": 568, + "n_pred": 579, + "n_ref": 1651 + }, + "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": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 1401788, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9426152675053316, + "FN": 22438, + "FP": 4927, + "IoU": 0.8914591241368095, + "TN": 1149739, + "TP": 224752, + "n_pred": 229679, + "n_ref": 247190 + }, + "7": { + "Dice": 0.9220411254804051, + "FN": 3730, + "FP": 10165, + "IoU": 0.8553583511164315, + "TN": 1305791, + "TP": 82170, + "n_pred": 92335, + "n_ref": 85900 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0031232254400908573, + "FN": 0, + "FP": 7022, + "IoU": 0.0015640551684913977, + "TN": 1394823, + "TP": 11, + "n_pred": 7033, + "n_ref": 11 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.9230334698488915, + "FN": 127, + "FP": 963, + "IoU": 0.8570679255179648, + "TN": 342838, + "TP": 6536, + "n_pred": 7499, + "n_ref": 6663 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8464841239233835, + "FN": 5659, + "FP": 312, + "IoU": 0.7338296259974145, + "TN": 328031, + "TP": 16462, + "n_pred": 16774, + "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": 0.6768837803320562, + "FN": 3296, + "FP": 1258, + "IoU": 0.5115830115830116, + "TN": 341140, + "TP": 4770, + "n_pred": 6028, + "n_ref": 8066 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9824983712995373, + "FN": 1132, + "FP": 2038, + "IoU": 0.9655988192907062, + "TN": 258316, + "TP": 88978, + "n_pred": 91016, + "n_ref": 90110 + }, + "7": { + "Dice": 0.9336865767501605, + "FN": 2277, + "FP": 1853, + "IoU": 0.8756211413943683, + "TN": 317259, + "TP": 29075, + "n_pred": 30928, + "n_ref": 31352 + }, + "8": { + "Dice": 0.9619555861594078, + "FN": 1391, + "FP": 156, + "IoU": 0.9266998341625208, + "TN": 329359, + "TP": 19558, + "n_pred": 19714, + "n_ref": 20949 + }, + "9": { + "Dice": 0.9284311138475972, + "FN": 2155, + "FP": 286, + "IoU": 0.8664222392470177, + "TN": 332190, + "TP": 15833, + "n_pred": 16119, + "n_ref": 17988 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0320.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": 19664, + "IoU": 0.0, + "TN": 856496, + "TP": 0, + "n_pred": 19664, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4613, + "IoU": 0.0, + "TN": 871547, + "TP": 0, + "n_pred": 4613, + "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": 19, + "FP": 0, + "IoU": 0.0, + "TN": 876141, + "TP": 0, + "n_pred": 0, + "n_ref": 19 + }, + "6": { + "Dice": 0.7590743226149486, + "FN": 54343, + "FP": 1844, + "IoU": 0.6117000691085004, + "TN": 731460, + "TP": 88513, + "n_pred": 90357, + "n_ref": 142856 + }, + "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": 0.8513338817722411, + "FN": 525, + "FP": 740, + "IoU": 0.7411499897687743, + "TN": 871273, + "TP": 3622, + "n_pred": 4362, + "n_ref": 4147 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 40, + "FP": 0, + "IoU": 0.0, + "TN": 525656, + "TP": 0, + "n_pred": 0, + "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": 0.6748673420164013, + "FN": 1268, + "FP": 80, + "IoU": 0.5092828540225701, + "TN": 522949, + "TP": 1399, + "n_pred": 1479, + "n_ref": 2667 + }, + "14": { + "Dice": 0.9178332318928789, + "FN": 1303, + "FP": 5447, + "IoU": 0.8481439820022497, + "TN": 481246, + "TP": 37700, + "n_pred": 43147, + "n_ref": 39003 + }, + "15": { + "Dice": 0.9043134816873595, + "FN": 10433, + "FP": 33, + "IoU": 0.8253396081572711, + "TN": 465774, + "TP": 49456, + "n_pred": 49489, + "n_ref": 59889 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.8523788350377945, + "FN": 1307, + "FP": 685, + "IoU": 0.7427353738860907, + "TN": 517953, + "TP": 5751, + "n_pred": 6436, + "n_ref": 7058 + }, + "6": { + "Dice": 0.896078769419382, + "FN": 4930, + "FP": 495, + "IoU": 0.8117234677587284, + "TN": 496882, + "TP": 23389, + "n_pred": 23884, + "n_ref": 28319 + }, + "7": { + "Dice": 0.894005212858384, + "FN": 658, + "FP": 74, + "IoU": 0.8083267871170463, + "TN": 521877, + "TP": 3087, + "n_pred": 3161, + "n_ref": 3745 + }, + "8": { + "Dice": 0.9645664105378705, + "FN": 821, + "FP": 1600, + "IoU": 0.9315579679416505, + "TN": 490323, + "TP": 32952, + "n_pred": 34552, + "n_ref": 33773 + }, + "9": { + "Dice": 0.8492721260789281, + "FN": 1253, + "FP": 5767, + "IoU": 0.7380303765346867, + "TN": 498899, + "TP": 19777, + "n_pred": 25544, + "n_ref": 21030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9784395938668968, + "FN": 773, + "FP": 1325, + "IoU": 0.9577892682534254, + "TN": 826457, + "TP": 47605, + "n_pred": 48930, + "n_ref": 48378 + }, + "10": { + "Dice": 0.48735533647663953, + "FN": 2375, + "FP": 17, + "IoU": 0.32218758855199775, + "TN": 872631, + "TP": 1137, + "n_pred": 1154, + "n_ref": 3512 + }, + "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": 0.9224186647291516, + "FN": 2141, + "FP": 742, + "IoU": 0.8560083907701528, + "TN": 856138, + "TP": 17139, + "n_pred": 17881, + "n_ref": 19280 + }, + "15": { + "Dice": 0.6982256787593722, + "FN": 12033, + "FP": 927, + "IoU": 0.5363646120273315, + "TN": 848207, + "TP": 14993, + "n_pred": 15920, + "n_ref": 27026 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 128, + "IoU": 0.0, + "TN": 876032, + "TP": 0, + "n_pred": 128, + "n_ref": 0 + }, + "3": { + "Dice": 0.9450984386595463, + "FN": 897, + "FP": 2876, + "IoU": 0.8959114985654381, + "TN": 839912, + "TP": 32475, + "n_pred": 35351, + "n_ref": 33372 + }, + "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": 0.9706319702602231, + "FN": 24, + "FP": 292, + "IoU": 0.9429396894185627, + "TN": 870622, + "TP": 5222, + "n_pred": 5514, + "n_ref": 5246 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9761791004027028, + "FN": 248, + "FP": 101, + "IoU": 0.9534666666666667, + "TN": 518196, + "TP": 7151, + "n_pred": 7252, + "n_ref": 7399 + }, + "10": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.003830830524057616, + "FN": 2471, + "FP": 10531, + "IoU": 0.001919091118446304, + "TN": 512669, + "TP": 25, + "n_pred": 10556, + "n_ref": 2496 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.6051102870518331, + "FN": 2493.2155555555555, + "FP": 1224.7955555555554, + "IoU": 0.5251081811560812, + "TN": 692691.6711111111, + "TP": 10359.384444444444, + "n_pred": 11584.180000000002, + "n_ref": 12852.599999999997 + }, + "mean": { + "1": { + "Dice": 0.784923395296936, + "FN": 3353.8, + "FP": 233.26666666666668, + "IoU": 0.7279737026624216, + "TN": 685940.8333333334, + "TP": 17241.166666666668, + "n_pred": 17474.433333333334, + "n_ref": 20594.966666666667 + }, + "10": { + "Dice": 0.49879633788448374, + "FN": 2797.866666666667, + "FP": 563.2666666666667, + "IoU": 0.40501124050673165, + "TN": 699765.9333333333, + "TP": 3642.0, + "n_pred": 4205.266666666666, + "n_ref": 6439.866666666667 + }, + "11": { + "Dice": 0.4043441719617679, + "FN": 90.1, + "FP": 147.3, + "IoU": 0.32944684223148507, + "TN": 706131.6, + "TP": 400.06666666666666, + "n_pred": 547.3666666666667, + "n_ref": 490.1666666666667 + }, + "12": { + "Dice": 0.6153826250972312, + "FN": 152.4, + "FP": 126.43333333333334, + "IoU": 0.48188460536399896, + "TN": 706145.7, + "TP": 344.53333333333336, + "n_pred": 470.96666666666664, + "n_ref": 496.93333333333334 + }, + "13": { + "Dice": 0.36067429078522545, + "FN": 1220.1333333333334, + "FP": 801.7333333333333, + "IoU": 0.28371070534460696, + "TN": 702569.9666666667, + "TP": 2177.233333333333, + "n_pred": 2978.9666666666667, + "n_ref": 3397.366666666667 + }, + "14": { + "Dice": 0.4518467352448451, + "FN": 7141.2, + "FP": 2953.866666666667, + "IoU": 0.3640554029266043, + "TN": 689884.9, + "TP": 6789.1, + "n_pred": 9742.966666666667, + "n_ref": 13930.3 + }, + "15": { + "Dice": 0.3483518917015662, + "FN": 1032.1, + "FP": 1487.7333333333333, + "IoU": 0.25842376688617974, + "TN": 702134.5666666667, + "TP": 2114.6666666666665, + "n_pred": 3602.4, + "n_ref": 3146.766666666667 + }, + "2": { + "Dice": 0.7906425143070341, + "FN": 3307.2, + "FP": 290.1, + "IoU": 0.7127355921484532, + "TN": 694260.0333333333, + "TP": 8911.733333333334, + "n_pred": 9201.833333333334, + "n_ref": 12218.933333333332 + }, + "3": { + "Dice": 0.5970122540182397, + "FN": 223.06666666666666, + "FP": 1799.3666666666666, + "IoU": 0.5466435482507608, + "TN": 700770.2666666667, + "TP": 3976.366666666667, + "n_pred": 5775.733333333334, + "n_ref": 4199.433333333333 + }, + "4": { + "Dice": 0.5938213161839669, + "FN": 1795.4333333333334, + "FP": 296.06666666666666, + "IoU": 0.5094396547193353, + "TN": 700670.4666666667, + "TP": 4007.1, + "n_pred": 4303.166666666667, + "n_ref": 5802.533333333334 + }, + "5": { + "Dice": 0.605020453695826, + "FN": 80.7, + "FP": 169.5, + "IoU": 0.5150303170894427, + "TN": 705938.0, + "TP": 580.8666666666667, + "n_pred": 750.3666666666667, + "n_ref": 661.5666666666667 + }, + "6": { + "Dice": 0.850388916509278, + "FN": 3636.3, + "FP": 5775.833333333333, + "IoU": 0.7947665736799122, + "TN": 627686.4666666667, + "TP": 69670.46666666666, + "n_pred": 75446.3, + "n_ref": 73306.76666666666 + }, + "7": { + "Dice": 0.654401267215515, + "FN": 11579.166666666666, + "FP": 2898.0, + "IoU": 0.5826910747825432, + "TN": 665982.5666666667, + "TP": 26309.333333333332, + "n_pred": 29207.333333333332, + "n_ref": 37888.5 + }, + "8": { + "Dice": 0.756268792429609, + "FN": 255.43333333333334, + "FP": 267.5, + "IoU": 0.6892484290814599, + "TN": 701671.4333333333, + "TP": 4574.7, + "n_pred": 4842.2, + "n_ref": 4830.133333333333 + }, + "9": { + "Dice": 0.7647793434459749, + "FN": 733.3333333333334, + "FP": 561.9666666666667, + "IoU": 0.6755612616672795, + "TN": 700822.3333333334, + "TP": 4651.433333333333, + "n_pred": 5213.4, + "n_ref": 5384.766666666666 + } + }, + "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": 0.8334552548158985, + "FN": 244, + "FP": 439, + "IoU": 0.7144648829431438, + "TN": 523304, + "TP": 1709, + "n_pred": 2148, + "n_ref": 1953 + }, + "6": { + "Dice": 0.9539002360966894, + "FN": 3419, + "FP": 4528, + "IoU": 0.9118635420941142, + "TN": 435529, + "TP": 82220, + "n_pred": 86748, + "n_ref": 85639 + }, + "7": { + "Dice": 0.8835813730196832, + "FN": 780, + "FP": 190, + "IoU": 0.7914427004945173, + "TN": 521045, + "TP": 3681, + "n_pred": 3871, + "n_ref": 4461 + }, + "8": { + "Dice": 0.8783000643915003, + "FN": 121, + "FP": 446, + "IoU": 0.78300803673938, + "TN": 523083, + "TP": 2046, + "n_pred": 2492, + "n_ref": 2167 + }, + "9": { + "Dice": 0.8475247524752475, + "FN": 4319, + "FP": 3920, + "IoU": 0.7353951890034365, + "TN": 494559, + "TP": 22898, + "n_pred": 26818, + "n_ref": 27217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.780952380952381, + "FN": 427, + "FP": 10, + "IoU": 0.640625, + "TN": 524480, + "TP": 779, + "n_pred": 789, + "n_ref": 1206 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9048418482200771, + "FN": 4116, + "FP": 872, + "IoU": 0.8262202557223983, + "TN": 496993, + "TP": 23715, + "n_pred": 24587, + "n_ref": 27831 + }, + "7": { + "Dice": 0.9342951842464418, + "FN": 1899, + "FP": 2819, + "IoU": 0.8766922795462861, + "TN": 487434, + "TP": 33544, + "n_pred": 36363, + "n_ref": 35443 + }, + "8": { + "Dice": 0.762266799228025, + "FN": 2732, + "FP": 1333, + "IoU": 0.6158571158571159, + "TN": 515114, + "TP": 6517, + "n_pred": 7850, + "n_ref": 9249 + }, + "9": { + "Dice": 0.8361354677821575, + "FN": 377, + "FP": 1660, + "IoU": 0.7184130494885264, + "TN": 518462, + "TP": 5197, + "n_pred": 6857, + "n_ref": 5574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.25304136253041365, + "FN": 7002, + "FP": 59, + "IoU": 0.14484679665738162, + "TN": 517439, + "TP": 1196, + "n_pred": 1255, + "n_ref": 8198 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 10, + "FP": 11, + "IoU": 0.0, + "TN": 525675, + "TP": 0, + "n_pred": 11, + "n_ref": 10 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 525650, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "13": { + "Dice": 0.7153160797624099, + "FN": 121, + "FP": 550, + "IoU": 0.5568031704095112, + "TN": 524182, + "TP": 843, + "n_pred": 1393, + "n_ref": 964 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9385869400840819, + "FN": 6359, + "FP": 1763, + "IoU": 0.884280564776953, + "TN": 455509, + "TP": 62065, + "n_pred": 63828, + "n_ref": 68424 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3391, + "IoU": 0.0, + "TN": 522305, + "TP": 0, + "n_pred": 3391, + "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": 0.06287003101212292, + "FN": 60, + "FP": 6588, + "IoU": 0.032455246688982684, + "TN": 518825, + "TP": 223, + "n_pred": 6811, + "n_ref": 283 + }, + "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": 98, + "IoU": 0.0, + "TN": 525598, + "TP": 0, + "n_pred": 98, + "n_ref": 0 + }, + "9": { + "Dice": 0.9004802364240857, + "FN": 952, + "FP": 395, + "IoU": 0.8189759440935358, + "TN": 518255, + "TP": 6094, + "n_pred": 6489, + "n_ref": 7046 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.7896039603960396, + "FN": 61, + "FP": 109, + "IoU": 0.6523517382413088, + "TN": 525207, + "TP": 319, + "n_pred": 428, + "n_ref": 380 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.49434290687554394, + "FN": 16240, + "FP": 2933, + "IoU": 0.3283236994219653, + "TN": 497151, + "TP": 9372, + "n_pred": 12305, + "n_ref": 25612 + }, + "15": { + "Dice": 0.6149317937397407, + "FN": 1576, + "FP": 5227, + "IoU": 0.44397221087045363, + "TN": 513461, + "TP": 5432, + "n_pred": 10659, + "n_ref": 7008 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.3978494623655914, + "FN": 112, + "FP": 0, + "IoU": 0.2483221476510067, + "TN": 525547, + "TP": 37, + "n_pred": 37, + "n_ref": 149 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9815349392793151, + "FN": 1566, + "FP": 660, + "IoU": 0.9637394321458241, + "TN": 464307, + "TP": 59163, + "n_pred": 59823, + "n_ref": 60729 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9744530860886557, + "FN": 3965, + "FP": 2703, + "IoU": 0.9501789463459829, + "TN": 1268017, + "TP": 127171, + "n_pred": 129874, + "n_ref": 131136 + }, + "10": { + "Dice": 0.5805705474171164, + "FN": 631, + "FP": 457, + "IoU": 0.40901683867463334, + "TN": 1400015, + "TP": 753, + "n_pred": 1210, + "n_ref": 1384 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.559463986599665, + "FN": 526, + "FP": 263, + "IoU": 0.3883720930232558, + "TN": 1400566, + "TP": 501, + "n_pred": 764, + "n_ref": 1027 + }, + "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": 0.9405796901132013, + "FN": 2627, + "FP": 1672, + "IoU": 0.8878248617054587, + "TN": 1363532, + "TP": 34025, + "n_pred": 35697, + "n_ref": 36652 + }, + "3": { + "Dice": 0.9254931211669153, + "FN": 630, + "FP": 1168, + "IoU": 0.861318935595835, + "TN": 1388891, + "TP": 11167, + "n_pred": 12335, + "n_ref": 11797 + }, + "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": 0.9756413373860182, + "FN": 876, + "FP": 7138, + "IoU": 0.9524411448782543, + "TN": 1233349, + "TP": 160493, + "n_pred": 167631, + "n_ref": 161369 + }, + "7": { + "Dice": 0.9649099966424328, + "FN": 4249, + "FP": 872, + "IoU": 0.9321991261750298, + "TN": 1326326, + "TP": 70409, + "n_pred": 71281, + "n_ref": 74658 + }, + "8": { + "Dice": 0.7755102040816326, + "FN": 118, + "FP": 135, + "IoU": 0.6333333333333333, + "TN": 1401166, + "TP": 437, + "n_pred": 572, + "n_ref": 555 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9214982389596316, + "FN": 992, + "FP": 1326, + "IoU": 0.8544244175092633, + "TN": 860237, + "TP": 13605, + "n_pred": 14931, + "n_ref": 14597 + }, + "10": { + "Dice": 0.5147663893206547, + "FN": 1185, + "FP": 4122, + "IoU": 0.3465895099729131, + "TN": 868038, + "TP": 2815, + "n_pred": 6937, + "n_ref": 4000 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 876101, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "12": { + "Dice": 0.5675934803451582, + "FN": 604, + "FP": 1200, + "IoU": 0.3962516733601071, + "TN": 873172, + "TP": 1184, + "n_pred": 2384, + "n_ref": 1788 + }, + "13": { + "Dice": 0.0, + "FN": 106, + "FP": 333, + "IoU": 0.0, + "TN": 875721, + "TP": 0, + "n_pred": 333, + "n_ref": 106 + }, + "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": 98, + "IoU": 0.0, + "TN": 876062, + "TP": 0, + "n_pred": 98, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.06, + "FN": 658, + "FP": 0, + "IoU": 0.030927835051546393, + "TN": 875481, + "TP": 21, + "n_pred": 21, + "n_ref": 679 + }, + "6": { + "Dice": 0.96326764532055, + "FN": 2314, + "FP": 3839, + "IoU": 0.9291382110075894, + "TN": 789329, + "TP": 80678, + "n_pred": 84517, + "n_ref": 82992 + }, + "7": { + "Dice": 0.4258176780646033, + "FN": 134477, + "FP": 1471, + "IoU": 0.2705008639285676, + "TN": 689802, + "TP": 50410, + "n_pred": 51881, + "n_ref": 184887 + }, + "8": { + "Dice": 0.918068033479229, + "FN": 389, + "FP": 678, + "IoU": 0.8485450674237047, + "TN": 869115, + "TP": 5978, + "n_pred": 6656, + "n_ref": 6367 + }, + "9": { + "Dice": 0.7435387673956262, + "FN": 4450, + "FP": 194, + "IoU": 0.5917721518987342, + "TN": 864784, + "TP": 6732, + "n_pred": 6926, + "n_ref": 11182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.05803752193278445, + "FN": 6979, + "FP": 0, + "IoU": 0.029886016124548234, + "TN": 518502, + "TP": 215, + "n_pred": 215, + "n_ref": 7194 + }, + "14": { + "Dice": 0.9005173846607512, + "FN": 3611, + "FP": 100, + "IoU": 0.8190374018627785, + "TN": 505189, + "TP": 16796, + "n_pred": 16896, + "n_ref": 20407 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 525674, + "TP": 0, + "n_pred": 22, + "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": 0.8026256732495511, + "FN": 9675, + "FP": 879, + "IoU": 0.6703214319182832, + "TN": 493683, + "TP": 21459, + "n_pred": 22338, + "n_ref": 31134 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9398496240601504, + "FN": 3130, + "FP": 4278, + "IoU": 0.8865248226950354, + "TN": 460413, + "TP": 57875, + "n_pred": 62153, + "n_ref": 61005 + }, + "7": { + "Dice": 0.7452358399282957, + "FN": 45862, + "FP": 4164, + "IoU": 0.5939250288163385, + "TN": 402502, + "TP": 73168, + "n_pred": 77332, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.7657098525989139, + "FN": 16039, + "FP": 873, + "IoU": 0.6203645505971087, + "TN": 481148, + "TP": 27636, + "n_pred": 28509, + "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": 72, + "IoU": 0.0, + "TN": 525624, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9642608816576276, + "FN": 1875, + "FP": 2751, + "IoU": 0.9309881847475833, + "TN": 458664, + "TP": 62406, + "n_pred": 65157, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 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": 0.5845523698069046, + "FN": 930, + "FP": 490, + "IoU": 0.41298057048367093, + "TN": 348045, + "TP": 999, + "n_pred": 1489, + "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": 0.9032182379853751, + "FN": 1798, + "FP": 677, + "IoU": 0.8235168282943526, + "TN": 336440, + "TP": 11549, + "n_pred": 12226, + "n_ref": 13347 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9845552182191086, + "FN": 1389, + "FP": 2813, + "IoU": 0.96958026264352, + "TN": 212330, + "TP": 133932, + "n_pred": 136745, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": 0.8184420851723727, + "FN": 1370, + "FP": 1674, + "IoU": 0.6926804644119132, + "TN": 691023, + "TP": 6861, + "n_pred": 8535, + "n_ref": 8231 + }, + "11": { + "Dice": 0.7641152263374485, + "FN": 234, + "FP": 1199, + "IoU": 0.6182738412360149, + "TN": 697174, + "TP": 2321, + "n_pred": 3520, + "n_ref": 2555 + }, + "12": { + "Dice": 0.7996750609260763, + "FN": 542, + "FP": 691, + "IoU": 0.6662154845695722, + "TN": 697234, + "TP": 2461, + "n_pred": 3152, + "n_ref": 3003 + }, + "13": { + "Dice": 0.7035600986958054, + "FN": 2770, + "FP": 2276, + "IoU": 0.5426862425231104, + "TN": 689894, + "TP": 5988, + "n_pred": 8264, + "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": 0.9610434715495784, + "FN": 1300, + "FP": 719, + "IoU": 0.9250083571667348, + "TN": 674005, + "TP": 24904, + "n_pred": 25623, + "n_ref": 26204 + }, + "3": { + "Dice": 0.9403503473270916, + "FN": 647, + "FP": 1723, + "IoU": 0.887416274761294, + "TN": 679877, + "TP": 18681, + "n_pred": 20404, + "n_ref": 19328 + }, + "4": { + "Dice": 0.7412587412587412, + "FN": 697, + "FP": 191, + "IoU": 0.5888888888888889, + "TN": 698768, + "TP": 1272, + "n_pred": 1463, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9508307342884652, + "FN": 1417, + "FP": 4558, + "IoU": 0.9062700989850503, + "TN": 637181, + "TP": 57772, + "n_pred": 62330, + "n_ref": 59189 + }, + "7": { + "Dice": 0.9185818181818182, + "FN": 4423, + "FP": 55, + "IoU": 0.8494233161841354, + "TN": 671189, + "TP": 25261, + "n_pred": 25316, + "n_ref": 29684 + }, + "8": { + "Dice": 0.9315242201369516, + "FN": 721, + "FP": 359, + "IoU": 0.8718253026347021, + "TN": 692502, + "TP": 7346, + "n_pred": 7705, + "n_ref": 8067 + }, + "9": { + "Dice": 0.9085508503535473, + "FN": 2002, + "FP": 1477, + "IoU": 0.8324261837098406, + "TN": 680167, + "TP": 17282, + "n_pred": 18759, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.7969403954394574, + "FN": 5234, + "FP": 394, + "IoU": 0.6624280230326296, + "TN": 859488, + "TP": 11044, + "n_pred": 11438, + "n_ref": 16278 + }, + "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": 822, + "FP": 160, + "IoU": 0.0, + "TN": 875178, + "TP": 0, + "n_pred": 160, + "n_ref": 822 + }, + "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": 0.8583474678943542, + "FN": 839, + "FP": 2084, + "IoU": 0.751846506494609, + "TN": 864381, + "TP": 8856, + "n_pred": 10940, + "n_ref": 9695 + }, + "5": { + "Dice": 0.7959609263527604, + "FN": 514, + "FP": 1345, + "IoU": 0.6610756608933455, + "TN": 870675, + "TP": 3626, + "n_pred": 4971, + "n_ref": 4140 + }, + "6": { + "Dice": 0.9320901794447093, + "FN": 6549, + "FP": 7268, + "IoU": 0.8728173123832141, + "TN": 767521, + "TP": 94822, + "n_pred": 102090, + "n_ref": 101371 + }, + "7": { + "Dice": 0.77249112699964, + "FN": 5808, + "FP": 3038, + "IoU": 0.6293161247066711, + "TN": 852296, + "TP": 15018, + "n_pred": 18056, + "n_ref": 20826 + }, + "8": { + "Dice": 0.9127279493859323, + "FN": 615, + "FP": 323, + "IoU": 0.8394660277254835, + "TN": 870317, + "TP": 4905, + "n_pred": 5228, + "n_ref": 5520 + }, + "9": { + "Dice": 0.8271925272444214, + "FN": 381, + "FP": 618, + "IoU": 0.7053097345132744, + "TN": 872770, + "TP": 2391, + "n_pred": 3009, + "n_ref": 2772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8622603804307601, + "FN": 1535, + "FP": 326, + "IoU": 0.7578714545927661, + "TN": 693242, + "TP": 5825, + "n_pred": 6151, + "n_ref": 7360 + }, + "10": { + "Dice": 0.9143404488232074, + "FN": 650, + "FP": 602, + "IoU": 0.8421981346105369, + "TN": 692994, + "TP": 6682, + "n_pred": 7284, + "n_ref": 7332 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7255181142224332, + "FN": 1291, + "FP": 444, + "IoU": 0.5692651439920556, + "TN": 696900, + "TP": 2293, + "n_pred": 2737, + "n_ref": 3584 + }, + "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": 0.9654353562005277, + "FN": 388, + "FP": 398, + "IoU": 0.933180311145116, + "TN": 689165, + "TP": 10977, + "n_pred": 11375, + "n_ref": 11365 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8190954773869347, + "FN": 45, + "FP": 315, + "IoU": 0.6936170212765957, + "TN": 699753, + "TP": 815, + "n_pred": 1130, + "n_ref": 860 + }, + "6": { + "Dice": 0.6286787726988102, + "FN": 582, + "FP": 11, + "IoU": 0.45844748858447487, + "TN": 699833, + "TP": 502, + "n_pred": 513, + "n_ref": 1084 + }, + "7": { + "Dice": 0.9310250621881605, + "FN": 2533, + "FP": 2264, + "IoU": 0.8709512536317658, + "TN": 663756, + "TP": 32375, + "n_pred": 34639, + "n_ref": 34908 + }, + "8": { + "Dice": 0.9254787082023436, + "FN": 112, + "FP": 1974, + "IoU": 0.8612939690138972, + "TN": 685889, + "TP": 12953, + "n_pred": 14927, + "n_ref": 13065 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.987701067819826, + "FN": 1374, + "FP": 341, + "IoU": 0.9757009875458705, + "TN": 980813, + "TP": 68864, + "n_pred": 69205, + "n_ref": 70238 + }, + "10": { + "Dice": 0.9004777714794721, + "FN": 830, + "FP": 399, + "IoU": 0.8189718662542348, + "TN": 1044603, + "TP": 5560, + "n_pred": 5959, + "n_ref": 6390 + }, + "11": { + "Dice": 0.814259715233915, + "FN": 347, + "FP": 1388, + "IoU": 0.6867100036114121, + "TN": 1045854, + "TP": 3803, + "n_pred": 5191, + "n_ref": 4150 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8795292660266336, + "FN": 2617, + "FP": 3607, + "IoU": 0.7849640685461581, + "TN": 1022448, + "TP": 22720, + "n_pred": 26327, + "n_ref": 25337 + }, + "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": 0.9699996972724245, + "FN": 240, + "FP": 751, + "IoU": 0.9417470021161533, + "TN": 1034380, + "TP": 16021, + "n_pred": 16772, + "n_ref": 16261 + }, + "3": { + "Dice": 0.9502558271745309, + "FN": 181, + "FP": 169, + "IoU": 0.9052261034389385, + "TN": 1047699, + "TP": 3343, + "n_pred": 3512, + "n_ref": 3524 + }, + "4": { + "Dice": 0.2081727062451812, + "FN": 951, + "FP": 76, + "IoU": 0.11617900172117039, + "TN": 1050230, + "TP": 135, + "n_pred": 211, + "n_ref": 1086 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9768302917606017, + "FN": 1844, + "FP": 972, + "IoU": 0.9547099409749585, + "TN": 989215, + "TP": 59361, + "n_pred": 60333, + "n_ref": 61205 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8871473354231975, + "FN": 7, + "FP": 65, + "IoU": 0.7971830985915493, + "TN": 1051037, + "TP": 283, + "n_pred": 348, + "n_ref": 290 + }, + "9": { + "Dice": 0.9252031920518401, + "FN": 5454, + "FP": 629, + "IoU": 0.8608168401784693, + "TN": 1007687, + "TP": 37622, + "n_pred": 38251, + "n_ref": 43076 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.33555820979414036, + "FN": 8496, + "FP": 961, + "IoU": 0.20160405234276066, + "TN": 338619, + "TP": 2388, + "n_pred": 3349, + "n_ref": 10884 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.40542354678480336, + "FN": 11109, + "FP": 6607, + "IoU": 0.2542515575012628, + "TN": 326708, + "TP": 6040, + "n_pred": 12647, + "n_ref": 17149 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5648055041016142, + "FN": 7681, + "FP": 542, + "IoU": 0.3935393465594808, + "TN": 336905, + "TP": 5336, + "n_pred": 5878, + "n_ref": 13017 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8867569428505853, + "FN": 1164, + "FP": 1303, + "IoU": 0.7965528616196602, + "TN": 338338, + "TP": 9659, + "n_pred": 10962, + "n_ref": 10823 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7449515905947441, + "FN": 49, + "FP": 1795, + "IoU": 0.5935640290941151, + "TN": 345927, + "TP": 2693, + "n_pred": 4488, + "n_ref": 2742 + }, + "7": { + "Dice": 0.8924213698896505, + "FN": 1681, + "FP": 532, + "IoU": 0.8057408707865169, + "TN": 339072, + "TP": 9179, + "n_pred": 9711, + "n_ref": 10860 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8, + "FN": 1, + "FP": 0, + "IoU": 0.6666666666666666, + "TN": 350461, + "TP": 2, + "n_pred": 2, + "n_ref": 3 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6872458439150554, + "FN": 79661, + "FP": 633, + "IoU": 0.5235145062992173, + "TN": 532415, + "TP": 88219, + "n_pred": 88852, + "n_ref": 167880 + }, + "10": { + "Dice": 0.6193408185440058, + "FN": 4033, + "FP": 171, + "IoU": 0.44858342077649527, + "TN": 693304, + "TP": 3420, + "n_pred": 3591, + "n_ref": 7453 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8241469816272966, + "FN": 143, + "FP": 125, + "IoU": 0.7008928571428571, + "TN": 700032, + "TP": 628, + "n_pred": 753, + "n_ref": 771 + }, + "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": 0.00821637280855102, + "FN": 12, + "FP": 79414, + "IoU": 0.004125133220487744, + "TN": 621173, + "TP": 329, + "n_pred": 79743, + "n_ref": 341 + }, + "7": { + "Dice": 0.9605088236060788, + "FN": 406, + "FP": 2624, + "IoU": 0.9240182556798234, + "TN": 661050, + "TP": 36848, + "n_pred": 39472, + "n_ref": 37254 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8108108108108109, + "FN": 1, + "FP": 13, + "IoU": 0.6818181818181818, + "TN": 700884, + "TP": 30, + "n_pred": 43, + "n_ref": 31 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 700863, + "TP": 0, + "n_pred": 65, + "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": 75, + "IoU": 0.0, + "TN": 700853, + "TP": 0, + "n_pred": 75, + "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": 0.7276613505002086, + "FN": 42414, + "FP": 652, + "IoU": 0.5719085487077534, + "TN": 600328, + "TP": 57534, + "n_pred": 58186, + "n_ref": 99948 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 35540, + "IoU": 0.0, + "TN": 665388, + "TP": 0, + "n_pred": 35540, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 178, + "IoU": 0.0, + "TN": 700750, + "TP": 0, + "n_pred": 178, + "n_ref": 0 + }, + "5": { + "Dice": 0.920852144469526, + "FN": 696, + "FP": 426, + "IoU": 0.8533141587135573, + "TN": 693279, + "TP": 6527, + "n_pred": 6953, + "n_ref": 7223 + }, + "6": { + "Dice": 0.9486987347609304, + "FN": 2955, + "FP": 605, + "IoU": 0.902404254735861, + "TN": 664451, + "TP": 32917, + "n_pred": 33522, + "n_ref": 35872 + }, + "7": { + "Dice": 0.8504000059315059, + "FN": 18852, + "FP": 1325, + "IoU": 0.7397355691712351, + "TN": 623403, + "TP": 57348, + "n_pred": 58673, + "n_ref": 76200 + }, + "8": { + "Dice": 0.980986225087925, + "FN": 798, + "FP": 240, + "IoU": 0.9626820061118102, + "TN": 673113, + "TP": 26777, + "n_pred": 27017, + "n_ref": 27575 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9728033788370164, + "FN": 1401, + "FP": 402, + "IoU": 0.9470469029927457, + "TN": 1017343, + "TP": 32246, + "n_pred": 32648, + "n_ref": 33647 + }, + "10": { + "Dice": 0.7623892463699761, + "FN": 18332, + "FP": 2827, + "IoU": 0.6160169860627178, + "TN": 996288, + "TP": 33945, + "n_pred": 36772, + "n_ref": 52277 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7452568748667662, + "FN": 538, + "FP": 657, + "IoU": 0.5939517499150526, + "TN": 1048449, + "TP": 1748, + "n_pred": 2405, + "n_ref": 2286 + }, + "13": { + "Dice": 0.5837453183520599, + "FN": 5297, + "FP": 5817, + "IoU": 0.4121753847781245, + "TN": 1032485, + "TP": 7793, + "n_pred": 13610, + "n_ref": 13090 + }, + "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": 0.9543994861913937, + "FN": 131, + "FP": 224, + "IoU": 0.9127764127764127, + "TN": 1047322, + "TP": 3715, + "n_pred": 3939, + "n_ref": 3846 + }, + "3": { + "Dice": 0.960409649595254, + "FN": 3685, + "FP": 1240, + "IoU": 0.9238347097213201, + "TN": 986730, + "TP": 59737, + "n_pred": 60977, + "n_ref": 63422 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 414, + "IoU": 0.0, + "TN": 1050978, + "TP": 0, + "n_pred": 414, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9103780068728522, + "FN": 518, + "FP": 8610, + "IoU": 0.835498927715403, + "TN": 995903, + "TP": 46361, + "n_pred": 54971, + "n_ref": 46879 + }, + "7": { + "Dice": 0.853939978939979, + "FN": 3552, + "FP": 3106, + "IoU": 0.7451092990314306, + "TN": 1025271, + "TP": 19463, + "n_pred": 22569, + "n_ref": 23015 + }, + "8": { + "Dice": 0.9605636223043217, + "FN": 363, + "FP": 96, + "IoU": 0.9241196892048272, + "TN": 1045343, + "TP": 5590, + "n_pred": 5686, + "n_ref": 5953 + }, + "9": { + "Dice": 0.9810730655163117, + "FN": 179, + "FP": 172, + "IoU": 0.9628492802709568, + "TN": 1041944, + "TP": 9097, + "n_pred": 9269, + "n_ref": 9276 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9862869381494024, + "FN": 1991, + "FP": 378, + "IoU": 0.9729448847673648, + "TN": 788598, + "TP": 85193, + "n_pred": 85571, + "n_ref": 87184 + }, + "10": { + "Dice": 0.5416210295728368, + "FN": 227, + "FP": 1447, + "IoU": 0.37138565527600453, + "TN": 873497, + "TP": 989, + "n_pred": 2436, + "n_ref": 1216 + }, + "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": 0.9543834640057021, + "FN": 115, + "FP": 13, + "IoU": 0.912747102931152, + "TN": 874693, + "TP": 1339, + "n_pred": 1352, + "n_ref": 1454 + }, + "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": 0.960963227222832, + "FN": 3553, + "FP": 2137, + "IoU": 0.9248596896665566, + "TN": 800435, + "TP": 70035, + "n_pred": 72172, + "n_ref": 73588 + }, + "7": { + "Dice": 0.22833641522667858, + "FN": 940, + "FP": 47468, + "IoU": 0.12888249055245637, + "TN": 820590, + "TP": 7162, + "n_pred": 54630, + "n_ref": 8102 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 405, + "IoU": 0.0, + "TN": 875755, + "TP": 0, + "n_pred": 405, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.7167317337076516, + "FN": 6628, + "FP": 12745, + "IoU": 0.5585205779134953, + "TN": 306582, + "TP": 24509, + "n_pred": 37254, + "n_ref": 31137 + }, + "15": { + "Dice": 0.8190786957962628, + "FN": 2238, + "FP": 4859, + "IoU": 0.6935929539763406, + "TN": 327302, + "TP": 16065, + "n_pred": 20924, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.01878577763444328, + "FN": 24265, + "FP": 75, + "IoU": 0.009481951735644813, + "TN": 676355, + "TP": 233, + "n_pred": 308, + "n_ref": 24498 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 700835, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "12": { + "Dice": 0.7014065021904542, + "FN": 928, + "FP": 367, + "IoU": 0.5401278409090909, + "TN": 698112, + "TP": 1521, + "n_pred": 1888, + "n_ref": 2449 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 700865, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 377, + "IoU": 0.0, + "TN": 700551, + "TP": 0, + "n_pred": 377, + "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": 414, + "IoU": 0.0, + "TN": 700514, + "TP": 0, + "n_pred": 414, + "n_ref": 0 + }, + "3": { + "Dice": 0.8792540478675059, + "FN": 768, + "FP": 2819, + "IoU": 0.7845257403736409, + "TN": 684281, + "TP": 13060, + "n_pred": 15879, + "n_ref": 13828 + }, + "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": 0.7342497136311569, + "FN": 1651, + "FP": 1597, + "IoU": 0.5800904977375566, + "TN": 693193, + "TP": 4487, + "n_pred": 6084, + "n_ref": 6138 + }, + "7": { + "Dice": 0.5154667040403635, + "FN": 94965, + "FP": 1837, + "IoU": 0.34722475099971, + "TN": 552635, + "TP": 51491, + "n_pred": 53328, + "n_ref": 146456 + }, + "8": { + "Dice": 0.46236559139784944, + "FN": 0, + "FP": 200, + "IoU": 0.3006993006993007, + "TN": 700642, + "TP": 86, + "n_pred": 286, + "n_ref": 86 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1850, + "IoU": 0.0, + "TN": 699078, + "TP": 0, + "n_pred": 1850, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8650620248821798, + "FN": 5978, + "FP": 1495, + "IoU": 0.762210837814618, + "TN": 669501, + "TP": 23954, + "n_pred": 25449, + "n_ref": 29932 + }, + "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": 0.11891891891891893, + "FN": 128, + "FP": 35, + "IoU": 0.06321839080459771, + "TN": 700754, + "TP": 11, + "n_pred": 46, + "n_ref": 139 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8930099857346647, + "FN": 12, + "FP": 63, + "IoU": 0.8067010309278351, + "TN": 700540, + "TP": 313, + "n_pred": 376, + "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": 0.9923626355151859, + "FN": 1723, + "FP": 1457, + "IoU": 0.9848410454911645, + "TN": 491151, + "TP": 206597, + "n_pred": 208054, + "n_ref": 208320 + }, + "7": { + "Dice": 0.9692420957912389, + "FN": 2020, + "FP": 988, + "IoU": 0.940319828578231, + "TN": 650526, + "TP": 47394, + "n_pred": 48382, + "n_ref": 49414 + }, + "8": { + "Dice": 0.9744444781277473, + "FN": 958, + "FP": 728, + "IoU": 0.9501625775938516, + "TN": 667098, + "TP": 32144, + "n_pred": 32872, + "n_ref": 33102 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9785607249471983, + "FN": 1298, + "FP": 519, + "IoU": 0.9580214397929951, + "TN": 657644, + "TP": 41467, + "n_pred": 41986, + "n_ref": 42765 + }, + "10": { + "Dice": 0.8861686017163048, + "FN": 1476, + "FP": 328, + "IoU": 0.7956038975753456, + "TN": 692102, + "TP": 7022, + "n_pred": 7350, + "n_ref": 8498 + }, + "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": 0.8877725308952075, + "FN": 437, + "FP": 680, + "IoU": 0.798193315266486, + "TN": 695393, + "TP": 4418, + "n_pred": 5098, + "n_ref": 4855 + }, + "14": { + "Dice": 0.7911276196104088, + "FN": 7801, + "FP": 2096, + "IoU": 0.6544343575418995, + "TN": 672288, + "TP": 18743, + "n_pred": 20839, + "n_ref": 26544 + }, + "15": { + "Dice": 0.7285728445407303, + "FN": 15252, + "FP": 3917, + "IoU": 0.5730354597291518, + "TN": 656032, + "TP": 25727, + "n_pred": 29644, + "n_ref": 40979 + }, + "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": 0.9725340945131621, + "FN": 1565, + "FP": 1466, + "IoU": 0.9465366094579578, + "TN": 644235, + "TP": 53662, + "n_pred": 55128, + "n_ref": 55227 + }, + "7": { + "Dice": 0.9416155763659637, + "FN": 2120, + "FP": 2213, + "IoU": 0.8896725569078779, + "TN": 661654, + "TP": 34941, + "n_pred": 37154, + "n_ref": 37061 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.0, + "FN": 0, + "FP": 1109, + "IoU": 0.0, + "TN": 699819, + "TP": 0, + "n_pred": 1109, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2149, + "IoU": 0.0, + "TN": 698779, + "TP": 0, + "n_pred": 2149, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7803999279409115, + "FN": 244, + "FP": 975, + "IoU": 0.6398818316100443, + "TN": 872775, + "TP": 2166, + "n_pred": 3141, + "n_ref": 2410 + }, + "11": { + "Dice": 0.7976653696498055, + "FN": 1010, + "FP": 446, + "IoU": 0.6634304207119741, + "TN": 871834, + "TP": 2870, + "n_pred": 3316, + "n_ref": 3880 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8749398068152848, + "FN": 1688, + "FP": 2727, + "IoU": 0.7776826627725465, + "TN": 856301, + "TP": 15444, + "n_pred": 18171, + "n_ref": 17132 + }, + "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": 0.9694211867491809, + "FN": 265, + "FP": 575, + "IoU": 0.9406570116566584, + "TN": 862005, + "TP": 13315, + "n_pred": 13890, + "n_ref": 13580 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9256889557981014, + "FN": 1286, + "FP": 491, + "IoU": 0.861658232775399, + "TN": 863315, + "TP": 11068, + "n_pred": 11559, + "n_ref": 12354 + }, + "5": { + "Dice": 0.7792893066204963, + "FN": 178, + "FP": 2499, + "IoU": 0.6383898419559638, + "TN": 868757, + "TP": 4726, + "n_pred": 7225, + "n_ref": 4904 + }, + "6": { + "Dice": 0.9826486617543194, + "FN": 2586, + "FP": 3998, + "IoU": 0.9658891916816048, + "TN": 683142, + "TP": 186434, + "n_pred": 190432, + "n_ref": 189020 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 876159, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "8": { + "Dice": 0.97464865519748, + "FN": 729, + "FP": 945, + "IoU": 0.950550911292943, + "TN": 842307, + "TP": 32179, + "n_pred": 33124, + "n_ref": 32908 + }, + "9": { + "Dice": 0.914656598121509, + "FN": 1447, + "FP": 1288, + "IoU": 0.8427347478580876, + "TN": 858769, + "TP": 14656, + "n_pred": 15944, + "n_ref": 16103 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0274.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": 83, + "IoU": 0.0, + "TN": 876077, + "TP": 0, + "n_pred": 83, + "n_ref": 0 + }, + "11": { + "Dice": 0.7631107700179074, + "FN": 629, + "FP": 1223, + "IoU": 0.6169596690796277, + "TN": 871325, + "TP": 2983, + "n_pred": 4206, + "n_ref": 3612 + }, + "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": 620, + "IoU": 0.0, + "TN": 875540, + "TP": 0, + "n_pred": 620, + "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": 0.90299658734982, + "FN": 1112, + "FP": 963, + "IoU": 0.8231483848972982, + "TN": 864427, + "TP": 9658, + "n_pred": 10621, + "n_ref": 10770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9844761385463312, + "FN": 4484, + "FP": 3687, + "IoU": 0.9694268898193152, + "TN": 608899, + "TP": 259090, + "n_pred": 262777, + "n_ref": 263574 + }, + "7": { + "Dice": 0.07317073170731707, + "FN": 2, + "FP": 302, + "IoU": 0.0379746835443038, + "TN": 875844, + "TP": 12, + "n_pred": 314, + "n_ref": 14 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9116609721150667, + "FN": 374, + "FP": 2832, + "IoU": 0.8376626664641248, + "TN": 856411, + "TP": 16543, + "n_pred": 19375, + "n_ref": 16917 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.0, + "FN": 0, + "FP": 425, + "IoU": 0.0, + "TN": 350039, + "TP": 0, + "n_pred": 425, + "n_ref": 0 + }, + "11": { + "Dice": 0.09560229445506692, + "FN": 473, + "FP": 0, + "IoU": 0.050200803212851405, + "TN": 349966, + "TP": 25, + "n_pred": 25, + "n_ref": 498 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.36684641283223385, + "FN": 29525, + "FP": 16737, + "IoU": 0.22462456422633414, + "TN": 290800, + "TP": 13402, + "n_pred": 30139, + "n_ref": 42927 + }, + "15": { + "Dice": 0.5199884244904709, + "FN": 190, + "FP": 23032, + "IoU": 0.35134078212290504, + "TN": 314664, + "TP": 12578, + "n_pred": 35610, + "n_ref": 12768 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.8030981539023945, + "FN": 51399, + "FP": 309, + "IoU": 0.6709807963959836, + "TN": 193306, + "TP": 105450, + "n_pred": 105759, + "n_ref": 156849 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1665, + "IoU": 0.0, + "TN": 348799, + "TP": 0, + "n_pred": 1665, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.34611503531786075, + "FN": 2064, + "FP": 1824, + "IoU": 0.2092739475289811, + "TN": 345547, + "TP": 1029, + "n_pred": 2853, + "n_ref": 3093 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.7348459194039959, + "FN": 759, + "FP": 24, + "IoU": 0.5808351177730193, + "TN": 523828, + "TP": 1085, + "n_pred": 1109, + "n_ref": 1844 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 11, + "FP": 0, + "IoU": 0.0, + "TN": 525685, + "TP": 0, + "n_pred": 0, + "n_ref": 11 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.640404235460719, + "FN": 22087, + "FP": 259, + "IoU": 0.47102547107281506, + "TN": 483452, + "TP": 19898, + "n_pred": 20157, + "n_ref": 41985 + }, + "3": { + "Dice": 0.0, + "FN": 2, + "FP": 7074, + "IoU": 0.0, + "TN": 518620, + "TP": 0, + "n_pred": 7074, + "n_ref": 2 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9691979887311889, + "FN": 3322, + "FP": 3588, + "IoU": 0.9402368040960708, + "TN": 410073, + "TP": 108713, + "n_pred": 112301, + "n_ref": 112035 + }, + "7": { + "Dice": 0.6582641664104929, + "FN": 5709, + "FP": 961, + "IoU": 0.49060638460363526, + "TN": 512602, + "TP": 6424, + "n_pred": 7385, + "n_ref": 12133 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9844189110744593, + "FN": 1394, + "FP": 297, + "IoU": 0.9693159136272909, + "TN": 996282, + "TP": 53419, + "n_pred": 53716, + "n_ref": 54813 + }, + "10": { + "Dice": 0.0, + "FN": 9, + "FP": 0, + "IoU": 0.0, + "TN": 1051383, + "TP": 0, + "n_pred": 0, + "n_ref": 9 + }, + "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": 0.00996551724137931, + "FN": 8577, + "FP": 48845, + "IoU": 0.005007710835022786, + "TN": 993681, + "TP": 289, + "n_pred": 49134, + "n_ref": 8866 + }, + "15": { + "Dice": 0.3362695547533093, + "FN": 11501, + "FP": 2288, + "IoU": 0.20211781043860663, + "TN": 1034110, + "TP": 3493, + "n_pred": 5781, + "n_ref": 14994 + }, + "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": 0.026490066225165563, + "FN": 86, + "FP": 61, + "IoU": 0.013422818791946308, + "TN": 1051243, + "TP": 2, + "n_pred": 63, + "n_ref": 88 + }, + "6": { + "Dice": 0.9605142208283768, + "FN": 5722, + "FP": 5962, + "IoU": 0.92402824557525, + "TN": 897598, + "TP": 142110, + "n_pred": 148072, + "n_ref": 147832 + }, + "7": { + "Dice": 0.9593720759256784, + "FN": 7734, + "FP": 1992, + "IoU": 0.921916521487809, + "TN": 926833, + "TP": 114833, + "n_pred": 116825, + "n_ref": 122567 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 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": 0.9288131440733766, + "FN": 10844, + "FP": 3103, + "IoU": 0.8670878838126822, + "TN": 771226, + "TP": 90987, + "n_pred": 94090, + "n_ref": 101831 + }, + "15": { + "Dice": 0.11632571199358203, + "FN": 206, + "FP": 1997, + "IoU": 0.061754684838160136, + "TN": 873812, + "TP": 145, + "n_pred": 2142, + "n_ref": 351 + }, + "2": { + "Dice": 0.9527312856354607, + "FN": 61, + "FP": 196, + "IoU": 0.9097295398665262, + "TN": 873313, + "TP": 2590, + "n_pred": 2786, + "n_ref": 2651 + }, + "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": 0.9751643639151981, + "FN": 867, + "FP": 882, + "IoU": 0.9515324502577177, + "TN": 840074, + "TP": 34337, + "n_pred": 35219, + "n_ref": 35204 + }, + "7": { + "Dice": 0.8998207180025362, + "FN": 7368, + "FP": 1796, + "IoU": 0.8178855325914149, + "TN": 825840, + "TP": 41156, + "n_pred": 42952, + "n_ref": 48524 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.0025311526479750777, + "FN": 9981, + "FP": 265, + "IoU": 0.0012671800370406472, + "TN": 690669, + "TP": 13, + "n_pred": 278, + "n_ref": 9994 + }, + "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": 0.31966748535802003, + "FN": 3589, + "FP": 12, + "IoU": 0.19024061164830222, + "TN": 696481, + "TP": 846, + "n_pred": 858, + "n_ref": 4435 + }, + "14": { + "Dice": 0.3101226334471061, + "FN": 131010, + "FP": 571, + "IoU": 0.18351783365186528, + "TN": 539772, + "TP": 29575, + "n_pred": 30146, + "n_ref": 160585 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1141, + "IoU": 0.0, + "TN": 699787, + "TP": 0, + "n_pred": 1141, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7877280265339967, + "FN": 164, + "FP": 348, + "IoU": 0.6497948016415869, + "TN": 699466, + "TP": 950, + "n_pred": 1298, + "n_ref": 1114 + }, + "4": { + "Dice": 0.7096594168074782, + "FN": 35914, + "FP": 1544, + "IoU": 0.5499783747416983, + "TN": 617692, + "TP": 45778, + "n_pred": 47322, + "n_ref": 81692 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7754300419883516, + "FN": 1112, + "FP": 12152, + "IoU": 0.6332264130074107, + "TN": 664764, + "TP": 22900, + "n_pred": 35052, + "n_ref": 24012 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4598, + "IoU": 0.0, + "TN": 696330, + "TP": 0, + "n_pred": 4598, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.5364570326482218, + "FN": 2035.4599999999998, + "FP": 2875.6333333333337, + "IoU": 0.4630419279823403, + "TN": 705784.5577777777, + "TP": 7755.548888888889, + "n_pred": 10631.182222222224, + "n_ref": 9791.008888888884 + }, + "mean": { + "1": { + "Dice": 0.7278231766380466, + "FN": 1329.5333333333333, + "FP": 418.6333333333333, + "IoU": 0.6541712086739748, + "TN": 709849.8666666667, + "TP": 6853.166666666667, + "n_pred": 7271.8, + "n_ref": 8182.7 + }, + "10": { + "Dice": 0.5717091560246069, + "FN": 2155.0, + "FP": 646.8, + "IoU": 0.46882888193681116, + "TN": 711616.6, + "TP": 4032.8, + "n_pred": 4679.6, + "n_ref": 6187.8 + }, + "11": { + "Dice": 0.26133530243229225, + "FN": 72.03333333333333, + "FP": 30.166666666666668, + "IoU": 0.19713152951520743, + "TN": 718264.6, + "TP": 84.4, + "n_pred": 114.56666666666666, + "n_ref": 156.43333333333334 + }, + "12": { + "Dice": 0.42306244870758575, + "FN": 66.36666666666666, + "FP": 37.06666666666667, + "IoU": 0.3309264522018007, + "TN": 718237.8333333334, + "TP": 109.93333333333334, + "n_pred": 147.0, + "n_ref": 176.3 + }, + "13": { + "Dice": 0.4198069671326748, + "FN": 2440.6666666666665, + "FP": 1584.3333333333333, + "IoU": 0.3330826491398774, + "TN": 711448.6333333333, + "TP": 2977.5666666666666, + "n_pred": 4561.9, + "n_ref": 5418.233333333334 + }, + "14": { + "Dice": 0.3683432716266351, + "FN": 669.5, + "FP": 3278.0333333333333, + "IoU": 0.31686178540407206, + "TN": 710427.2333333333, + "TP": 4076.4333333333334, + "n_pred": 7354.466666666666, + "n_ref": 4745.933333333333 + }, + "15": { + "Dice": 0.4471498993928482, + "FN": 740.1666666666666, + "FP": 487.3666666666667, + "IoU": 0.37421740677130033, + "TN": 715815.9333333333, + "TP": 1407.7333333333333, + "n_pred": 1895.1, + "n_ref": 2147.9 + }, + "2": { + "Dice": 0.4801259262445949, + "FN": 1159.1, + "FP": 3744.8333333333335, + "IoU": 0.434021376152705, + "TN": 706175.1333333333, + "TP": 7372.133333333333, + "n_pred": 11116.966666666667, + "n_ref": 8531.233333333334 + }, + "3": { + "Dice": 0.48638349558667404, + "FN": 13132.633333333333, + "FP": 1662.3333333333333, + "IoU": 0.4415019564898606, + "TN": 698117.2666666667, + "TP": 5538.966666666666, + "n_pred": 7201.3, + "n_ref": 18671.6 + }, + "4": { + "Dice": 0.2554227221528263, + "FN": 584.0333333333333, + "FP": 566.0666666666667, + "IoU": 0.2174210232357211, + "TN": 717103.7666666667, + "TP": 197.33333333333334, + "n_pred": 763.4, + "n_ref": 781.3666666666667 + }, + "5": { + "Dice": 0.5856584876175234, + "FN": 356.76666666666665, + "FP": 70.63333333333334, + "IoU": 0.4679383535408887, + "TN": 717449.9666666667, + "TP": 573.8333333333334, + "n_pred": 644.4666666666667, + "n_ref": 930.6 + }, + "6": { + "Dice": 0.719205507214845, + "FN": 2449.1666666666665, + "FP": 24785.733333333334, + "IoU": 0.647988238472313, + "TN": 640200.1666666666, + "TP": 51016.13333333333, + "n_pred": 75801.86666666667, + "n_ref": 53465.3 + }, + "7": { + "Dice": 0.6641582171558655, + "FN": 3824.5, + "FP": 5261.433333333333, + "IoU": 0.5787040715232302, + "TN": 686968.1666666666, + "TP": 22397.1, + "n_pred": 27658.533333333333, + "n_ref": 26221.6 + }, + "8": { + "Dice": 0.9193786231015957, + "FN": 675.5666666666667, + "FP": 312.1666666666667, + "IoU": 0.8538525474530066, + "TN": 710932.0, + "TP": 6531.466666666666, + "n_pred": 6843.633333333333, + "n_ref": 7207.033333333334 + }, + "9": { + "Dice": 0.7172922886947116, + "FN": 876.8666666666667, + "FP": 248.9, + "IoU": 0.6289814392243361, + "TN": 714161.2, + "TP": 3164.233333333333, + "n_pred": 3413.133333333333, + "n_ref": 4041.1 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.926563377490007, + "FN": 1079, + "FP": 1144, + "IoU": 0.8631747399519911, + "TN": 684681, + "TP": 14024, + "n_pred": 15168, + "n_ref": 15103 + }, + "10": { + "Dice": 0.018842530282637954, + "FN": 5832, + "FP": 0, + "IoU": 0.009510869565217392, + "TN": 695040, + "TP": 56, + "n_pred": 56, + "n_ref": 5888 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 700925, + "TP": 0, + "n_pred": 3, + "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": 39, + "IoU": 0.0, + "TN": 700889, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 23080, + "IoU": 0.0, + "TN": 677848, + "TP": 0, + "n_pred": 23080, + "n_ref": 0 + }, + "3": { + "Dice": 0.007842701816619866, + "FN": 339461, + "FP": 84, + "IoU": 0.003936788437224065, + "TN": 360041, + "TP": 1342, + "n_pred": 1426, + "n_ref": 340803 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 789, + "IoU": 0.0, + "TN": 700139, + "TP": 0, + "n_pred": 789, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.22718293164757014, + "FN": 1180, + "FP": 284396, + "IoU": 0.12814798306217964, + "TN": 373377, + "TP": 41975, + "n_pred": 326371, + "n_ref": 43155 + }, + "7": { + "Dice": 0.4251307028911033, + "FN": 4107, + "FP": 8758, + "IoU": 0.269946657587107, + "TN": 683306, + "TP": 4757, + "n_pred": 13515, + "n_ref": 8864 + }, + "8": { + "Dice": 0.8124295604572532, + "FN": 739, + "FP": 426, + "IoU": 0.6841106290672451, + "TN": 697240, + "TP": 2523, + "n_pred": 2949, + "n_ref": 3262 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9746563155611816, + "FN": 3151, + "FP": 2575, + "IoU": 0.9505654838988172, + "TN": 585098, + "TP": 110104, + "n_pred": 112679, + "n_ref": 113255 + }, + "10": { + "Dice": 0.5333333333333333, + "FN": 46, + "FP": 10, + "IoU": 0.36363636363636365, + "TN": 700840, + "TP": 32, + "n_pred": 42, + "n_ref": 78 + }, + "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": 0.8703652076944521, + "FN": 183, + "FP": 747, + "IoU": 0.7704837117472852, + "TN": 696876, + "TP": 3122, + "n_pred": 3869, + "n_ref": 3305 + }, + "4": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9591796820429717, + "FN": 2158, + "FP": 764, + "IoU": 0.9215612584559219, + "TN": 663676, + "TP": 34330, + "n_pred": 35094, + "n_ref": 36488 + }, + "7": { + "Dice": 0.9621395198968906, + "FN": 78, + "FP": 157, + "IoU": 0.9270412915243713, + "TN": 697707, + "TP": 2986, + "n_pred": 3143, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8200708608637365, + "FN": 43, + "FP": 1836, + "IoU": 0.6950170426878753, + "TN": 694767, + "TP": 4282, + "n_pred": 6118, + "n_ref": 4325 + }, + "10": { + "Dice": 0.7055289437362994, + "FN": 1810, + "FP": 1817, + "IoU": 0.5450326141495233, + "TN": 692956, + "TP": 4345, + "n_pred": 6162, + "n_ref": 6155 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7878787878787878, + "FN": 55, + "FP": 8, + "IoU": 0.65, + "TN": 700748, + "TP": 117, + "n_pred": 125, + "n_ref": 172 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9327842678512148, + "FN": 7019, + "FP": 1485, + "IoU": 0.8740353423886478, + "TN": 633417, + "TP": 59007, + "n_pred": 60492, + "n_ref": 66026 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 6248, + "IoU": 0.0, + "TN": 694680, + "TP": 0, + "n_pred": 6248, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9098328895191142, + "FN": 3224, + "FP": 7713, + "IoU": 0.8345811213454936, + "TN": 634811, + "TP": 55180, + "n_pred": 62893, + "n_ref": 58404 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6789705140220604, + "FN": 4093, + "FP": 360, + "IoU": 0.5139707487448155, + "TN": 691766, + "TP": 4709, + "n_pred": 5069, + "n_ref": 8802 + }, + "6": { + "Dice": 0.2989799507562434, + "FN": 71, + "FP": 1922, + "IoU": 0.17576509511993382, + "TN": 698510, + "TP": 425, + "n_pred": 2347, + "n_ref": 496 + }, + "7": { + "Dice": 0.7345121485816054, + "FN": 642, + "FP": 1445, + "IoU": 0.5804181745074387, + "TN": 695954, + "TP": 2887, + "n_pred": 4332, + "n_ref": 3529 + }, + "8": { + "Dice": 0.9310085849307312, + "FN": 681, + "FP": 5290, + "IoU": 0.8709224150976026, + "TN": 654669, + "TP": 40288, + "n_pred": 45578, + "n_ref": 40969 + }, + "9": { + "Dice": 0.6225368731563422, + "FN": 3164, + "FP": 35, + "IoU": 0.4519444920335789, + "TN": 695091, + "TP": 2638, + "n_pred": 2673, + "n_ref": 5802 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.9176470588235294, + "FN": 2, + "FP": 5, + "IoU": 0.8478260869565217, + "TN": 350418, + "TP": 39, + "n_pred": 44, + "n_ref": 41 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8945273211342603, + "FN": 8053, + "FP": 4426, + "IoU": 0.8091808492744316, + "TN": 285067, + "TP": 52918, + "n_pred": 57344, + "n_ref": 60971 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6262, + "IoU": 0.0, + "TN": 344202, + "TP": 0, + "n_pred": 6262, + "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": 0.9315499606608969, + "FN": 221, + "FP": 40, + "IoU": 0.8718703976435935, + "TN": 348427, + "TP": 1776, + "n_pred": 1816, + "n_ref": 1997 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.29502262443438915, + "FN": 779, + "FP": 0, + "IoU": 0.173036093418259, + "TN": 349522, + "TP": 163, + "n_pred": 163, + "n_ref": 942 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8515225802640517, + "FN": 4488, + "FP": 539, + "IoU": 0.7414360662483284, + "TN": 856718, + "TP": 14415, + "n_pred": 14954, + "n_ref": 18903 + }, + "11": { + "Dice": 0.15036045314109167, + "FN": 787, + "FP": 38, + "IoU": 0.08129175946547884, + "TN": 875262, + "TP": 73, + "n_pred": 111, + "n_ref": 860 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5571246875137056, + "FN": 7988, + "FP": 12208, + "IoU": 0.38612115869783276, + "TN": 843261, + "TP": 12703, + "n_pred": 24911, + "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": 0.9752655636387046, + "FN": 1071, + "FP": 850, + "IoU": 0.9517251777950896, + "TN": 836367, + "TP": 37872, + "n_pred": 38722, + "n_ref": 38943 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9106042949891793, + "FN": 368, + "FP": 169, + "IoU": 0.835880195599022, + "TN": 872888, + "TP": 2735, + "n_pred": 2904, + "n_ref": 3103 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9577326203208556, + "FN": 560, + "FP": 1416, + "IoU": 0.9188934039321922, + "TN": 851797, + "TP": 22387, + "n_pred": 23803, + "n_ref": 22947 + }, + "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": 0.8376081233546446, + "FN": 596, + "FP": 1563, + "IoU": 0.7205901384754756, + "TN": 868433, + "TP": 5568, + "n_pred": 7131, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9015547353115063, + "FN": 3480, + "FP": 2681, + "IoU": 0.8207552659141162, + "TN": 1192252, + "TP": 28211, + "n_pred": 30892, + "n_ref": 31691 + }, + "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": 0.8685256779358943, + "FN": 4221, + "FP": 574, + "IoU": 0.7676052924926089, + "TN": 1205991, + "TP": 15838, + "n_pred": 16412, + "n_ref": 20059 + }, + "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": 0.8240454914703493, + "FN": 282, + "FP": 801, + "IoU": 0.7007460624481902, + "TN": 1223005, + "TP": 2536, + "n_pred": 3337, + "n_ref": 2818 + }, + "5": { + "Dice": 0.6798931705455933, + "FN": 2951, + "FP": 1244, + "IoU": 0.5150289017341041, + "TN": 1217974, + "TP": 4455, + "n_pred": 5699, + "n_ref": 7406 + }, + "6": { + "Dice": 0.9751216685170057, + "FN": 6364, + "FP": 762, + "IoU": 0.9514511513830222, + "TN": 1079844, + "TP": 139654, + "n_pred": 140416, + "n_ref": 146018 + }, + "7": { + "Dice": 0.9472427090645541, + "FN": 3199, + "FP": 2588, + "IoU": 0.8997731169573425, + "TN": 1168885, + "TP": 51952, + "n_pred": 54540, + "n_ref": 55151 + }, + "8": { + "Dice": 0.9648528554778555, + "FN": 1563, + "FP": 367, + "IoU": 0.9320924668379016, + "TN": 1198203, + "TP": 26491, + "n_pred": 26858, + "n_ref": 28054 + }, + "9": { + "Dice": 0.9570014283603409, + "FN": 1092, + "FP": 654, + "IoU": 0.9175481677370608, + "TN": 1205448, + "TP": 19430, + "n_pred": 20084, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.0, + "FN": 0, + "FP": 13945, + "IoU": 0.0, + "TN": 511751, + "TP": 0, + "n_pred": 13945, + "n_ref": 0 + }, + "15": { + "Dice": 0.7328776303444579, + "FN": 315, + "FP": 1678, + "IoU": 0.578379521895494, + "TN": 520969, + "TP": 2734, + "n_pred": 4412, + "n_ref": 3049 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.8415147265077139, + "FN": 55, + "FP": 58, + "IoU": 0.7263922518159807, + "TN": 525283, + "TP": 300, + "n_pred": 358, + "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": 0.8988307066598882, + "FN": 190, + "FP": 9, + "IoU": 0.8162511542012927, + "TN": 524613, + "TP": 884, + "n_pred": 893, + "n_ref": 1074 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.5506807089648086, + "FN": 15661, + "FP": 1831, + "IoU": 0.3799581723441211, + "TN": 497485, + "TP": 10719, + "n_pred": 12550, + "n_ref": 26380 + }, + "11": { + "Dice": 0.0, + "FN": 136, + "FP": 0, + "IoU": 0.0, + "TN": 525560, + "TP": 0, + "n_pred": 0, + "n_ref": 136 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4927, + "FP": 0, + "IoU": 0.0, + "TN": 520769, + "TP": 0, + "n_pred": 0, + "n_ref": 4927 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9532871616761545, + "FN": 2058, + "FP": 215, + "IoU": 0.9107437367470352, + "TN": 500230, + "TP": 23193, + "n_pred": 23408, + "n_ref": 25251 + }, + "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": 0.9173758180829225, + "FN": 2262, + "FP": 7156, + "IoU": 0.8473631324754465, + "TN": 463994, + "TP": 52284, + "n_pred": 59440, + "n_ref": 54546 + }, + "7": { + "Dice": 0.6720149253731343, + "FN": 6599, + "FP": 433, + "IoU": 0.506041022759202, + "TN": 511460, + "TP": 7204, + "n_pred": 7637, + "n_ref": 13803 + }, + "8": { + "Dice": 0.9188134270101483, + "FN": 2711, + "FP": 201, + "IoU": 0.8498194945848375, + "TN": 506306, + "TP": 16478, + "n_pred": 16679, + "n_ref": 19189 + }, + "9": { + "Dice": 0.12582648767782006, + "FN": 4346, + "FP": 17, + "IoU": 0.06713705366688048, + "TN": 521019, + "TP": 314, + "n_pred": 331, + "n_ref": 4660 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.9507398753894081, + "FN": 611, + "FP": 401, + "IoU": 0.9061050287622936, + "TN": 339686, + "TP": 9766, + "n_pred": 10167, + "n_ref": 10377 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.788835157376771, + "FN": 1742, + "FP": 747, + "IoU": 0.6513028859624544, + "TN": 343326, + "TP": 4649, + "n_pred": 5396, + "n_ref": 6391 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 46086, + "IoU": 0.0, + "TN": 304378, + "TP": 0, + "n_pred": 46086, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9723901427546057, + "FN": 484, + "FP": 1247, + "IoU": 0.9462639307112035, + "TN": 668715, + "TP": 30482, + "n_pred": 31729, + "n_ref": 30966 + }, + "10": { + "Dice": 0.8494663231505337, + "FN": 2238, + "FP": 1443, + "IoU": 0.7383237364043506, + "TN": 686861, + "TP": 10386, + "n_pred": 11829, + "n_ref": 12624 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7455019914846862, + "FN": 1154, + "FP": 699, + "IoU": 0.5942631924677031, + "TN": 696361, + "TP": 2714, + "n_pred": 3413, + "n_ref": 3868 + }, + "13": { + "Dice": 0.0, + "FN": 85, + "FP": 59, + "IoU": 0.0, + "TN": 700784, + "TP": 0, + "n_pred": 59, + "n_ref": 85 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "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": 0.9682098435439609, + "FN": 1624, + "FP": 160, + "IoU": 0.938378639770647, + "TN": 671977, + "TP": 27167, + "n_pred": 27327, + "n_ref": 28791 + }, + "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": 6227, + "FP": 0, + "IoU": 0.0, + "TN": 694701, + "TP": 0, + "n_pred": 0, + "n_ref": 6227 + }, + "7": { + "Dice": 0.9039440957005803, + "FN": 536, + "FP": 275, + "IoU": 0.8247244434838988, + "TN": 696301, + "TP": 3816, + "n_pred": 4091, + "n_ref": 4352 + }, + "8": { + "Dice": 0.9714969701503703, + "FN": 504, + "FP": 258, + "IoU": 0.9445737561827174, + "TN": 687180, + "TP": 12986, + "n_pred": 13244, + "n_ref": 13490 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.8492441061422984, + "FN": 1079, + "FP": 1773, + "IoU": 0.7379880569591181, + "TN": 1040507, + "TP": 8033, + "n_pred": 9806, + "n_ref": 9112 + }, + "15": { + "Dice": 0.8560853472675811, + "FN": 2689, + "FP": 1277, + "IoU": 0.7483821850019033, + "TN": 1035630, + "TP": 11796, + "n_pred": 13073, + "n_ref": 14485 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0190.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": 0.4971202817839973, + "FN": 10504, + "FP": 61, + "IoU": 0.33077848862988535, + "TN": 509909, + "TP": 5222, + "n_pred": 5283, + "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": 2, + "IoU": 0.0, + "TN": 525227, + "TP": 0, + "n_pred": 2, + "n_ref": 467 + }, + "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": 0.10716471361544913, + "FN": 22, + "FP": 39369, + "IoU": 0.05661597413483415, + "TN": 483941, + "TP": 2364, + "n_pred": 41733, + "n_ref": 2386 + }, + "3": { + "Dice": 0.2641503586978416, + "FN": 45889, + "FP": 1602, + "IoU": 0.15217352494867445, + "TN": 469681, + "TP": 8524, + "n_pred": 10126, + "n_ref": 54413 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.09331919406150584, + "FN": 30, + "FP": 1680, + "IoU": 0.048943270300333706, + "TN": 523898, + "TP": 88, + "n_pred": 1768, + "n_ref": 118 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4075, + "IoU": 0.0, + "TN": 521621, + "TP": 0, + "n_pred": 4075, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 525673, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.7105943600867679, + "FN": 4822, + "FP": 11855, + "IoU": 0.5511022583510538, + "TN": 488545, + "TP": 20474, + "n_pred": 32329, + "n_ref": 25296 + }, + "7": { + "Dice": 0.9392211703958692, + "FN": 13391, + "FP": 169, + "IoU": 0.8854071595172903, + "TN": 407364, + "TP": 104772, + "n_pred": 104941, + "n_ref": 118163 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0235.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": 3543, + "IoU": 0.0, + "TN": 1047849, + "TP": 0, + "n_pred": 3543, + "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": 296, + "IoU": 0.0, + "TN": 1051096, + "TP": 0, + "n_pred": 296, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5921996373183208, + "FN": 494, + "FP": 14573, + "IoU": 0.42065597723689774, + "TN": 1025385, + "TP": 10940, + "n_pred": 25513, + "n_ref": 11434 + }, + "7": { + "Dice": 0.9349832605839725, + "FN": 7434, + "FP": 237, + "IoU": 0.8779047558413446, + "TN": 988564, + "TP": 55157, + "n_pred": 55394, + "n_ref": 62591 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8746177370030581, + "FN": 290, + "FP": 366, + "IoU": 0.7771739130434783, + "TN": 1574144, + "TP": 2288, + "n_pred": 2654, + "n_ref": 2578 + }, + "10": { + "Dice": 0.0007576475044985321, + "FN": 5112, + "FP": 5439, + "IoU": 0.00037896731406916154, + "TN": 1566533, + "TP": 4, + "n_pred": 5443, + "n_ref": 5116 + }, + "11": { + "Dice": 0.6651895617922206, + "FN": 689, + "FP": 671, + "IoU": 0.4983400959055699, + "TN": 1574377, + "TP": 1351, + "n_pred": 2022, + "n_ref": 2040 + }, + "12": { + "Dice": 0.5819314641744548, + "FN": 315, + "FP": 356, + "IoU": 0.4103690685413005, + "TN": 1575950, + "TP": 467, + "n_pred": 823, + "n_ref": 782 + }, + "13": { + "Dice": 0.33475240869370376, + "FN": 9003, + "FP": 2873, + "IoU": 0.20102260495156082, + "TN": 1562224, + "TP": 2988, + "n_pred": 5861, + "n_ref": 11991 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1577083, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7868866454656052, + "FN": 1196, + "FP": 18774, + "IoU": 0.6486505506879201, + "TN": 1520250, + "TP": 36868, + "n_pred": 55642, + "n_ref": 38064 + }, + "3": { + "Dice": 0.8788774797053922, + "FN": 519, + "FP": 1734, + "IoU": 0.7839263450656948, + "TN": 1566661, + "TP": 8174, + "n_pred": 9908, + "n_ref": 8693 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4354, + "IoU": 0.0, + "TN": 1572734, + "TP": 0, + "n_pred": 4354, + "n_ref": 0 + }, + "5": { + "Dice": 0.4493655138094053, + "FN": 2202, + "FP": 11, + "IoU": 0.2897946084724005, + "TN": 1573972, + "TP": 903, + "n_pred": 914, + "n_ref": 3105 + }, + "6": { + "Dice": 0.9259538611568233, + "FN": 2325, + "FP": 17113, + "IoU": 0.8621173967015429, + "TN": 1436113, + "TP": 121537, + "n_pred": 138650, + "n_ref": 123862 + }, + "7": { + "Dice": 0.7222942543903393, + "FN": 22136, + "FP": 14061, + "IoU": 0.5653056322805332, + "TN": 1493818, + "TP": 47073, + "n_pred": 61134, + "n_ref": 69209 + }, + "8": { + "Dice": 0.8676738046347903, + "FN": 8615, + "FP": 407, + "IoU": 0.7662754850910598, + "TN": 1538487, + "TP": 29579, + "n_pred": 29986, + "n_ref": 38194 + }, + "9": { + "Dice": 0.88755764340818, + "FN": 1098, + "FP": 1511, + "IoU": 0.7978459631179297, + "TN": 1564182, + "TP": 10297, + "n_pred": 11808, + "n_ref": 11395 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.02667654686921082, + "FN": 6, + "FP": 2621, + "IoU": 0.013518588058580548, + "TN": 523033, + "TP": 36, + "n_pred": 2657, + "n_ref": 42 + }, + "14": { + "Dice": 0.7801086428476792, + "FN": 845, + "FP": 9113, + "IoU": 0.6394902613858519, + "TN": 498074, + "TP": 17664, + "n_pred": 26777, + "n_ref": 18509 + }, + "15": { + "Dice": 0.9198266775969083, + "FN": 2028, + "FP": 1395, + "IoU": 0.8515547074894835, + "TN": 502637, + "TP": 19636, + "n_pred": 21031, + "n_ref": 21664 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8864059590316573, + "FN": 64, + "FP": 58, + "IoU": 0.7959866220735786, + "TN": 525098, + "TP": 476, + "n_pred": 534, + "n_ref": 540 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9894139099998777, + "FN": 774, + "FP": 956, + "IoU": 0.979049602790157, + "TN": 443120, + "TP": 80846, + "n_pred": 81802, + "n_ref": 81620 + }, + "7": { + "Dice": 0.0005606166783461808, + "FN": 6, + "FP": 21387, + "IoU": 0.00028038693396887705, + "TN": 504297, + "TP": 6, + "n_pred": 21393, + "n_ref": 12 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.49399365367180414, + "FN": 7566, + "FP": 1364, + "IoU": 0.3280156520430431, + "TN": 337175, + "TP": 4359, + "n_pred": 5723, + "n_ref": 11925 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8272759350741002, + "FN": 2433, + "FP": 5399, + "IoU": 0.7054310215134647, + "TN": 323876, + "TP": 18756, + "n_pred": 24155, + "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": 1025, + "IoU": 0.0, + "TN": 349439, + "TP": 0, + "n_pred": 1025, + "n_ref": 0 + }, + "7": { + "Dice": 0.9068205113558833, + "FN": 29331, + "FP": 32, + "IoU": 0.8295257281863414, + "TN": 178221, + "TP": 142880, + "n_pred": 142912, + "n_ref": 172211 + }, + "8": { + "Dice": 0.94317328393331, + "FN": 754, + "FP": 381, + "IoU": 0.8924578358916051, + "TN": 339910, + "TP": 9419, + "n_pred": 9800, + "n_ref": 10173 + }, + "9": { + "Dice": 0.9683999413002006, + "FN": 742, + "FP": 550, + "IoU": 0.9387358338470293, + "TN": 329375, + "TP": 19797, + "n_pred": 20347, + "n_ref": 20539 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "6": { + "Dice": 0.9839698958954977, + "FN": 496, + "FP": 1438, + "IoU": 0.9684456119169209, + "TN": 289173, + "TP": 59357, + "n_pred": 60795, + "n_ref": 59853 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8977324707573678, + "FN": 1480, + "FP": 85, + "IoU": 0.8144415461228361, + "TN": 342030, + "TP": 6869, + "n_pred": 6954, + "n_ref": 8349 + }, + "9": { + "Dice": 0.7659165751920965, + "FN": 1694, + "FP": 12, + "IoU": 0.6206359795419168, + "TN": 345967, + "TP": 2791, + "n_pred": 2803, + "n_ref": 4485 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 700835, + "TP": 0, + "n_pred": 93, + "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": 0.49159502496380986, + "FN": 16202, + "FP": 1007, + "IoU": 0.32590387402561793, + "TN": 675399, + "TP": 8320, + "n_pred": 9327, + "n_ref": 24522 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9346087949743004, + "FN": 132, + "FP": 326, + "IoU": 0.8772447065129992, + "TN": 697197, + "TP": 3273, + "n_pred": 3599, + "n_ref": 3405 + }, + "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": 4838, + "IoU": 0.0, + "TN": 696090, + "TP": 0, + "n_pred": 4838, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.979081468793491, + "FN": 6611, + "FP": 1205, + "IoU": 0.9590201753282162, + "TN": 510200, + "TP": 182912, + "n_pred": 184117, + "n_ref": 189523 + }, + "7": { + "Dice": 0.928, + "FN": 10, + "FP": 8, + "IoU": 0.8656716417910447, + "TN": 700794, + "TP": 116, + "n_pred": 124, + "n_ref": 126 + }, + "8": { + "Dice": 0.8927301704057864, + "FN": 1658, + "FP": 92, + "IoU": 0.8062444641275465, + "TN": 691896, + "TP": 7282, + "n_pred": 7374, + "n_ref": 8940 + }, + "9": { + "Dice": 0.8700946330487724, + "FN": 1357, + "FP": 606, + "IoU": 0.7700597399554878, + "TN": 692391, + "TP": 6574, + "n_pred": 7180, + "n_ref": 7931 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8616131838391649, + "FN": 10121, + "FP": 1333, + "IoU": 0.7568720680945002, + "TN": 653817, + "TP": 35657, + "n_pred": 36990, + "n_ref": 45778 + }, + "10": { + "Dice": 0.1782178217821782, + "FN": 980, + "FP": 16, + "IoU": 0.09782608695652174, + "TN": 699824, + "TP": 108, + "n_pred": 124, + "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": 0.7377619893428063, + "FN": 3683, + "FP": 8, + "IoU": 0.5844872227850951, + "TN": 692045, + "TP": 5192, + "n_pred": 5200, + "n_ref": 8875 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "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": 339, + "IoU": 0.0, + "TN": 700589, + "TP": 0, + "n_pred": 339, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8136028666080725, + "FN": 886, + "FP": 1871, + "IoU": 0.6857761568269888, + "TN": 692154, + "TP": 6017, + "n_pred": 7888, + "n_ref": 6903 + }, + "7": { + "Dice": 0.9305959054158415, + "FN": 7252, + "FP": 5959, + "IoU": 0.8702004323049715, + "TN": 599148, + "TP": 88569, + "n_pred": 94528, + "n_ref": 95821 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.8802945263575824, + "FN": 4870, + "FP": 1763, + "IoU": 0.786183998452711, + "TN": 494674, + "TP": 24389, + "n_pred": 26152, + "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": 0.16440840175288368, + "FN": 16553, + "FP": 36, + "IoU": 0.08956698315130893, + "TN": 507475, + "TP": 1632, + "n_pred": 1668, + "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": 0.6232822964760845, + "FN": 20367, + "FP": 276, + "IoU": 0.4527306468716861, + "TN": 487976, + "TP": 17077, + "n_pred": 17353, + "n_ref": 37444 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 19877, + "IoU": 0.0, + "TN": 505819, + "TP": 0, + "n_pred": 19877, + "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": 0.9507817933014784, + "FN": 1180, + "FP": 3208, + "IoU": 0.9061811806461268, + "TN": 478925, + "TP": 42383, + "n_pred": 45591, + "n_ref": 43563 + }, + "7": { + "Dice": 0.9001111486976272, + "FN": 1493, + "FP": 574, + "IoU": 0.8183655536028119, + "TN": 514316, + "TP": 9313, + "n_pred": 9887, + "n_ref": 10806 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.9005222883517552, + "FN": 1204, + "FP": 1253, + "IoU": 0.8190455148033584, + "TN": 1213046, + "TP": 11121, + "n_pred": 12374, + "n_ref": 12325 + }, + "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": 0.14492260588535466, + "FN": 2675, + "FP": 2352, + "IoU": 0.07812213460480469, + "TN": 1221171, + "TP": 426, + "n_pred": 2778, + "n_ref": 3101 + }, + "14": { + "Dice": 0.35912698412698413, + "FN": 646, + "FP": 0, + "IoU": 0.218863361547763, + "TN": 1225797, + "TP": 181, + "n_pred": 181, + "n_ref": 827 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1571, + "IoU": 0.0, + "TN": 1225053, + "TP": 0, + "n_pred": 1571, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 22551, + "IoU": 0.0, + "TN": 1204073, + "TP": 0, + "n_pred": 22551, + "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": 13171, + "FP": 4839, + "IoU": 0.0, + "TN": 1208614, + "TP": 0, + "n_pred": 4839, + "n_ref": 13171 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5549137339277042, + "FN": 25299, + "FP": 138746, + "IoU": 0.38400042056724004, + "TN": 960317, + "TP": 102262, + "n_pred": 241008, + "n_ref": 127561 + }, + "7": { + "Dice": 0.5761506781320849, + "FN": 3722, + "FP": 27873, + "IoU": 0.4046430119278675, + "TN": 1173555, + "TP": 21474, + "n_pred": 49347, + "n_ref": 25196 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.39267379559262, + "FN": 23033, + "FP": 4058, + "IoU": 0.24430249100393317, + "TN": 1716471, + "TP": 8758, + "n_pred": 12816, + "n_ref": 31791 + }, + "10": { + "Dice": 0.8991588122022904, + "FN": 618, + "FP": 377, + "IoU": 0.8167924875713497, + "TN": 1746889, + "TP": 4436, + "n_pred": 4813, + "n_ref": 5054 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 1752307, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3447655234476552, + "FN": 667, + "FP": 18992, + "IoU": 0.20828802706294552, + "TN": 1727489, + "TP": 5172, + "n_pred": 24164, + "n_ref": 5839 + }, + "14": { + "Dice": 0.1714533622559653, + "FN": 9525, + "FP": 66867, + "IoU": 0.09376482869887065, + "TN": 1668024, + "TP": 7904, + "n_pred": 74771, + "n_ref": 17429 + }, + "15": { + "Dice": 0.27723525681674066, + "FN": 16840, + "FP": 257, + "IoU": 0.160924617196702, + "TN": 1731944, + "TP": 3279, + "n_pred": 3536, + "n_ref": 20119 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 1752292, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10165, + "IoU": 0.0, + "TN": 1742155, + "TP": 0, + "n_pred": 10165, + "n_ref": 0 + }, + "4": { + "Dice": 0.07317701623292966, + "FN": 3597, + "FP": 0, + "IoU": 0.037978069002407064, + "TN": 1748581, + "TP": 142, + "n_pred": 142, + "n_ref": 3739 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5732954425405142, + "FN": 7588, + "FP": 234758, + "IoU": 0.4018319276706973, + "TN": 1347173, + "TP": 162801, + "n_pred": 397559, + "n_ref": 170389 + }, + "7": { + "Dice": 0.934780565352252, + "FN": 12536, + "FP": 3423, + "IoU": 0.8775474188202075, + "TN": 1621992, + "TP": 114369, + "n_pred": 117792, + "n_ref": 126905 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1823, + "IoU": 0.0, + "TN": 1750497, + "TP": 0, + "n_pred": 1823, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 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": 0.9590586246688446, + "FN": 971, + "FP": 1548, + "IoU": 0.9213377884645411, + "TN": 668905, + "TP": 29504, + "n_pred": 31052, + "n_ref": 30475 + }, + "15": { + "Dice": 0.7911742831170978, + "FN": 333, + "FP": 2194, + "IoU": 0.6544982225868198, + "TN": 693614, + "TP": 4787, + "n_pred": 6981, + "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": 0.0, + "FN": 0, + "FP": 499, + "IoU": 0.0, + "TN": 700429, + "TP": 0, + "n_pred": 499, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9949217235561041, + "FN": 849, + "FP": 1011, + "IoU": 0.9898947642926607, + "TN": 516865, + "TP": 182203, + "n_pred": 183214, + "n_ref": 183052 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5777777777777777, + "FN": 60, + "FP": 54, + "IoU": 0.40625, + "TN": 1576896, + "TP": 78, + "n_pred": 132, + "n_ref": 138 + }, + "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": 1278, + "IoU": 0.0, + "TN": 1575810, + "TP": 0, + "n_pred": 1278, + "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": 1032, + "IoU": 0.0, + "TN": 1576056, + "TP": 0, + "n_pred": 1032, + "n_ref": 0 + }, + "3": { + "Dice": 0.9645564748893592, + "FN": 3079, + "FP": 1526, + "IoU": 0.9315394335835873, + "TN": 1509823, + "TP": 62660, + "n_pred": 64186, + "n_ref": 65739 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8796347708063421, + "FN": 1449, + "FP": 502, + "IoU": 0.7851321585903084, + "TN": 1568008, + "TP": 7129, + "n_pred": 7631, + "n_ref": 8578 + }, + "6": { + "Dice": 0.9875552862768858, + "FN": 246, + "FP": 3862, + "IoU": 0.9754165070854078, + "TN": 1409984, + "TP": 162996, + "n_pred": 166858, + "n_ref": 163242 + }, + "7": { + "Dice": 0.5696395061728395, + "FN": 1484, + "FP": 20303, + "IoU": 0.39824890902060434, + "TN": 1540882, + "TP": 14419, + "n_pred": 34722, + "n_ref": 15903 + }, + "8": { + "Dice": 0.9666776076377492, + "FN": 916, + "FP": 1419, + "IoU": 0.9355043641586565, + "TN": 1540884, + "TP": 33869, + "n_pred": 35288, + "n_ref": 34785 + }, + "9": { + "Dice": 0.8930399181166837, + "FN": 1624, + "FP": 48, + "IoU": 0.8067498844197873, + "TN": 1568436, + "TP": 6980, + "n_pred": 7028, + "n_ref": 8604 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8802836879432624, + "FN": 181, + "FP": 663, + "IoU": 0.78616670889283, + "TN": 696981, + "TP": 3103, + "n_pred": 3766, + "n_ref": 3284 + }, + "11": { + "Dice": 0.7524617996604415, + "FN": 549, + "FP": 180, + "IoU": 0.603157321720196, + "TN": 699091, + "TP": 1108, + "n_pred": 1288, + "n_ref": 1657 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 700881, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "13": { + "Dice": 0.8816486466874682, + "FN": 4775, + "FP": 118, + "IoU": 0.7883467427978199, + "TN": 677810, + "TP": 18225, + "n_pred": 18343, + "n_ref": 23000 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9666145441991755, + "FN": 1870, + "FP": 1418, + "IoU": 0.9353862479611689, + "TN": 650041, + "TP": 47599, + "n_pred": 49017, + "n_ref": 49469 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6262626262626263, + "FN": 37, + "FP": 0, + "IoU": 0.45588235294117646, + "TN": 700860, + "TP": 31, + "n_pred": 31, + "n_ref": 68 + }, + "5": { + "Dice": 0.8260869565217391, + "FN": 8, + "FP": 0, + "IoU": 0.7037037037037037, + "TN": 700901, + "TP": 19, + "n_pred": 19, + "n_ref": 27 + }, + "6": { + "Dice": 0.9330619909351304, + "FN": 1035, + "FP": 13010, + "IoU": 0.8745231522428596, + "TN": 588995, + "TP": 97888, + "n_pred": 110898, + "n_ref": 98923 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9152148664343787, + "FN": 35, + "FP": 38, + "IoU": 0.8436830835117773, + "TN": 700461, + "TP": 394, + "n_pred": 432, + "n_ref": 429 + }, + "9": { + "Dice": 0.780695134061569, + "FN": 10403, + "FP": 639, + "IoU": 0.6402788636955955, + "TN": 670232, + "TP": 19654, + "n_pred": 20293, + "n_ref": 30057 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.6029629329890647, + "FN": 1041.157777777778, + "FP": 1047.488888888889, + "IoU": 0.5288022486030491, + "TN": 677578.5666666665, + "TP": 9578.653333333332, + "n_pred": 10626.14222222222, + "n_ref": 10619.811111111112 + }, + "mean": { + "1": { + "Dice": 0.7455494409799418, + "FN": 2069.4666666666667, + "FP": 367.93333333333334, + "IoU": 0.6843530013895676, + "TN": 673239.5333333333, + "TP": 13568.933333333332, + "n_pred": 13936.866666666667, + "n_ref": 15638.4 + }, + "10": { + "Dice": 0.5668795454177261, + "FN": 895.4333333333333, + "FP": 1216.8666666666666, + "IoU": 0.46236949806522587, + "TN": 684073.9666666667, + "TP": 3059.6, + "n_pred": 4276.466666666666, + "n_ref": 3955.0333333333333 + }, + "11": { + "Dice": 0.5279829870938395, + "FN": 195.1, + "FP": 119.96666666666667, + "IoU": 0.40763887029580936, + "TN": 688574.5333333333, + "TP": 356.26666666666665, + "n_pred": 476.23333333333335, + "n_ref": 551.3666666666667 + }, + "12": { + "Dice": 0.13099358607783207, + "FN": 66.83333333333333, + "FP": 68.36666666666666, + "IoU": 0.08668840479868066, + "TN": 689025.7666666667, + "TP": 84.9, + "n_pred": 153.26666666666668, + "n_ref": 151.73333333333332 + }, + "13": { + "Dice": 0.2814784654545943, + "FN": 2221.9, + "FP": 494.2, + "IoU": 0.20900549218458087, + "TN": 684570.9666666667, + "TP": 1958.8, + "n_pred": 2453.0, + "n_ref": 4180.7 + }, + "14": { + "Dice": 0.6274896446136173, + "FN": 827.3666666666667, + "FP": 824.7, + "IoU": 0.5521525041114979, + "TN": 680126.1333333333, + "TP": 7467.666666666667, + "n_pred": 8292.366666666667, + "n_ref": 8295.033333333333 + }, + "15": { + "Dice": 0.6351587285432453, + "FN": 698.8333333333334, + "FP": 427.1, + "IoU": 0.5618655410189464, + "TN": 683360.2333333333, + "TP": 4759.7, + "n_pred": 5186.8, + "n_ref": 5458.533333333334 + }, + "2": { + "Dice": 0.7780137109114428, + "FN": 719.3666666666667, + "FP": 1627.3666666666666, + "IoU": 0.7156888220287361, + "TN": 675242.4666666667, + "TP": 11656.666666666666, + "n_pred": 13284.033333333333, + "n_ref": 12376.033333333333 + }, + "3": { + "Dice": 0.5385982775670205, + "FN": 842.6333333333333, + "FP": 522.3, + "IoU": 0.5024306234962447, + "TN": 680789.3333333334, + "TP": 7091.6, + "n_pred": 7613.9, + "n_ref": 7934.233333333334 + }, + "4": { + "Dice": 0.39200272985999707, + "FN": 158.06666666666666, + "FP": 48.4, + "IoU": 0.32614811472113636, + "TN": 688323.4666666667, + "TP": 715.9333333333333, + "n_pred": 764.3333333333334, + "n_ref": 874.0 + }, + "5": { + "Dice": 0.675102552329245, + "FN": 261.7, + "FP": 46.1, + "IoU": 0.5695853263461278, + "TN": 688276.6666666666, + "TP": 661.4, + "n_pred": 707.5, + "n_ref": 923.1 + }, + "6": { + "Dice": 0.88704246486184, + "FN": 2595.866666666667, + "FP": 4065.233333333333, + "IoU": 0.8382677635727226, + "TN": 616066.5333333333, + "TP": 66518.23333333334, + "n_pred": 70583.46666666666, + "n_ref": 69114.1 + }, + "7": { + "Dice": 0.6707869846492651, + "FN": 3191.4, + "FP": 5037.533333333334, + "IoU": 0.5893622428642994, + "TN": 662587.8, + "TP": 18429.133333333335, + "n_pred": 23466.666666666668, + "n_ref": 21620.533333333333 + }, + "8": { + "Dice": 0.8542650542607061, + "FN": 180.4, + "FP": 395.23333333333335, + "IoU": 0.7959660922501867, + "TN": 685339.8666666667, + "TP": 3330.366666666667, + "n_pred": 3725.6, + "n_ref": 3510.766666666667 + }, + "9": { + "Dice": 0.7330998222156558, + "FN": 693.0, + "FP": 451.03333333333336, + "IoU": 0.6305114319019747, + "TN": 684081.2333333333, + "TP": 4020.6, + "n_pred": 4471.633333333333, + "n_ref": 4713.6 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9672384640952643, + "FN": 5780, + "FP": 1021, + "IoU": 0.9365554684876302, + "TN": 944196, + "TP": 100395, + "n_pred": 101416, + "n_ref": 106175 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2556, + "IoU": 0.0, + "TN": 1048836, + "TP": 0, + "n_pred": 2556, + "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": 2499, + "FP": 0, + "IoU": 0.0, + "TN": 1048893, + "TP": 0, + "n_pred": 0, + "n_ref": 2499 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 302, + "IoU": 0.0, + "TN": 1051090, + "TP": 0, + "n_pred": 302, + "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": 1429, + "IoU": 0.0, + "TN": 1049963, + "TP": 0, + "n_pred": 1429, + "n_ref": 0 + }, + "3": { + "Dice": 0.9605332929323536, + "FN": 897, + "FP": 2229, + "IoU": 0.9240635475878152, + "TN": 1010226, + "TP": 38040, + "n_pred": 40269, + "n_ref": 38937 + }, + "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": 0.9223278872363695, + "FN": 7401, + "FP": 6590, + "IoU": 0.8558520502781785, + "TN": 954332, + "TP": 83069, + "n_pred": 89659, + "n_ref": 90470 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7505030181086519, + "FN": 3, + "FP": 245, + "IoU": 0.6006441223832528, + "TN": 1050771, + "TP": 373, + "n_pred": 618, + "n_ref": 376 + }, + "9": { + "Dice": 0.46895738091726885, + "FN": 2994, + "FP": 4208, + "IoU": 0.3062993642843383, + "TN": 1041010, + "TP": 3180, + "n_pred": 7388, + "n_ref": 6174 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.5036231884057971, + "FN": 274, + "FP": 0, + "IoU": 0.3365617433414044, + "TN": 350051, + "TP": 139, + "n_pred": 139, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7166823245201986, + "FN": 1814, + "FP": 297, + "IoU": 0.5584605731018616, + "TN": 345683, + "TP": 2670, + "n_pred": 2967, + "n_ref": 4484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9785597715218278, + "FN": 2208, + "FP": 1996, + "IoU": 0.9580196121507459, + "TN": 250322, + "TP": 95938, + "n_pred": 97934, + "n_ref": 98146 + }, + "7": { + "Dice": 0.9320638556804353, + "FN": 1471, + "FP": 427, + "IoU": 0.8727711489475801, + "TN": 335546, + "TP": 13020, + "n_pred": 13447, + "n_ref": 14491 + }, + "8": { + "Dice": 0.898669983733614, + "FN": 1182, + "FP": 936, + "IoU": 0.8159860990443093, + "TN": 338954, + "TP": 9392, + "n_pred": 10328, + "n_ref": 10574 + }, + "9": { + "Dice": 0.8642315644383184, + "FN": 2623, + "FP": 332, + "IoU": 0.7609223300970874, + "TN": 338104, + "TP": 9405, + "n_pred": 9737, + "n_ref": 12028 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.6561625473273287, + "FN": 7709, + "FP": 6912, + "IoU": 0.4882752344953101, + "TN": 1022820, + "TP": 13951, + "n_pred": 20863, + "n_ref": 21660 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.17346938775510204, + "FN": 71, + "FP": 91, + "IoU": 0.09497206703910614, + "TN": 1051213, + "TP": 17, + "n_pred": 108, + "n_ref": 88 + }, + "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": 0.9422053704624564, + "FN": 1760, + "FP": 7538, + "IoU": 0.8907261808224329, + "TN": 966303, + "TP": 75791, + "n_pred": 83329, + "n_ref": 77551 + }, + "7": { + "Dice": 0.8528626262375315, + "FN": 10519, + "FP": 1326, + "IoU": 0.7434703512799411, + "TN": 1005218, + "TP": 34329, + "n_pred": 35655, + "n_ref": 44848 + }, + "8": { + "Dice": 0.9259631827783925, + "FN": 834, + "FP": 638, + "IoU": 0.8621335581155756, + "TN": 1040715, + "TP": 9205, + "n_pred": 9843, + "n_ref": 10039 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.9864041657750197, + "FN": 1018, + "FP": 888, + "IoU": 0.9731730660961604, + "TN": 279416, + "TP": 69142, + "n_pred": 70030, + "n_ref": 70160 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.8091954022988506, + "FN": 50, + "FP": 33, + "IoU": 0.6795366795366795, + "TN": 525437, + "TP": 176, + "n_pred": 209, + "n_ref": 226 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.990599525929352, + "FN": 1704, + "FP": 735, + "IoU": 0.9813741437375426, + "TN": 394749, + "TP": 128508, + "n_pred": 129243, + "n_ref": 130212 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.7051334367093773, + "FN": 1210, + "FP": 2403, + "IoU": 0.5445606958275557, + "TN": 868227, + "TP": 4320, + "n_pred": 6723, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.799665327978581, + "FN": 9081, + "FP": 2891, + "IoU": 0.6662019740143869, + "TN": 840294, + "TP": 23894, + "n_pred": 26785, + "n_ref": 32975 + }, + "14": { + "Dice": 0.9611812915813854, + "FN": 1441, + "FP": 7492, + "IoU": 0.925263747939796, + "TN": 756633, + "TP": 110594, + "n_pred": 118086, + "n_ref": 112035 + }, + "15": { + "Dice": 0.894227369165488, + "FN": 4148, + "FP": 638, + "IoU": 0.808690090738298, + "TN": 851143, + "TP": 20231, + "n_pred": 20869, + "n_ref": 24379 + }, + "2": { + "Dice": 0.861631419939577, + "FN": 830, + "FP": 86, + "IoU": 0.7569002123142251, + "TN": 872392, + "TP": 2852, + "n_pred": 2938, + "n_ref": 3682 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 525, + "IoU": 0.0, + "TN": 875635, + "TP": 0, + "n_pred": 525, + "n_ref": 0 + }, + "4": { + "Dice": 0.6359102244389028, + "FN": 243, + "FP": 49, + "IoU": 0.46617915904936014, + "TN": 875613, + "TP": 255, + "n_pred": 304, + "n_ref": 498 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8930962826137151, + "FN": 1316, + "FP": 73, + "IoU": 0.8068418856904463, + "TN": 868969, + "TP": 5802, + "n_pred": 5875, + "n_ref": 7118 + }, + "7": { + "Dice": 0.8087451440961243, + "FN": 1869, + "FP": 248, + "IoU": 0.6789018656150463, + "TN": 869567, + "TP": 4476, + "n_pred": 4724, + "n_ref": 6345 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9270428015564203, + "FN": 431, + "FP": 319, + "IoU": 0.8640072529465095, + "TN": 870645, + "TP": 4765, + "n_pred": 5084, + "n_ref": 5196 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.9107046799354491, + "FN": 237, + "FP": 95, + "IoU": 0.8360493827160493, + "TN": 874135, + "TP": 1693, + "n_pred": 1788, + "n_ref": 1930 + }, + "11": { + "Dice": 0.6778801843317972, + "FN": 583, + "FP": 815, + "IoU": 0.5127222028581387, + "TN": 873291, + "TP": 1471, + "n_pred": 2286, + "n_ref": 2054 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 876136, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "13": { + "Dice": 0.014462809917355372, + "FN": 10494, + "FP": 0, + "IoU": 0.007284079084287201, + "TN": 865589, + "TP": 77, + "n_pred": 77, + "n_ref": 10571 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.87399992951045, + "FN": 6016, + "FP": 4709, + "IoU": 0.7761988230875172, + "TN": 828238, + "TP": 37197, + "n_pred": 41906, + "n_ref": 43213 + }, + "2": { + "Dice": 0.9564892158085027, + "FN": 95, + "FP": 254, + "IoU": 0.9166069295101553, + "TN": 871975, + "TP": 3836, + "n_pred": 4090, + "n_ref": 3931 + }, + "3": { + "Dice": 0.0, + "FN": 94, + "FP": 0, + "IoU": 0.0, + "TN": 876066, + "TP": 0, + "n_pred": 0, + "n_ref": 94 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 876136, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.972709683225342, + "FN": 6924, + "FP": 2780, + "IoU": 0.9468693195506012, + "TN": 693516, + "TP": 172940, + "n_pred": 175720, + "n_ref": 179864 + }, + "7": { + "Dice": 0.2268041237113402, + "FN": 22376, + "FP": 199, + "IoU": 0.12790697674418605, + "TN": 850274, + "TP": 3311, + "n_pred": 3510, + "n_ref": 25687 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.854524279710365, + "FN": 1290, + "FP": 1583, + "IoU": 0.7459994695429228, + "TN": 864849, + "TP": 8438, + "n_pred": 10021, + "n_ref": 9728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.5325990756219884, + "FN": 3988, + "FP": 765, + "IoU": 0.3629540276102399, + "TN": 518235, + "TP": 2708, + "n_pred": 3473, + "n_ref": 6696 + }, + "11": { + "Dice": 0.7748499869553874, + "FN": 382, + "FP": 481, + "IoU": 0.6324531516183987, + "TN": 523348, + "TP": 1485, + "n_pred": 1966, + "n_ref": 1867 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 525692, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "13": { + "Dice": 0.6952519751476567, + "FN": 3947, + "FP": 26, + "IoU": 0.5328630217519107, + "TN": 517191, + "TP": 4532, + "n_pred": 4558, + "n_ref": 8479 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9451716172954573, + "FN": 3968, + "FP": 4150, + "IoU": 0.8960430272762198, + "TN": 447606, + "TP": 69972, + "n_pred": 74122, + "n_ref": 73940 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 908, + "IoU": 0.0, + "TN": 524788, + "TP": 0, + "n_pred": 908, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8592890885154495, + "FN": 1394, + "FP": 423, + "IoU": 0.7532926001357774, + "TN": 518331, + "TP": 5548, + "n_pred": 5971, + "n_ref": 6942 + }, + "6": { + "Dice": 0.8716799389633303, + "FN": 2880, + "FP": 15957, + "IoU": 0.7725466993491674, + "TN": 442879, + "TP": 63980, + "n_pred": 79937, + "n_ref": 66860 + }, + "7": { + "Dice": 0.6695790977064605, + "FN": 14165, + "FP": 1567, + "IoU": 0.503283657489265, + "TN": 494024, + "TP": 15940, + "n_pred": 17507, + "n_ref": 30105 + }, + "8": { + "Dice": 0.9523946774271028, + "FN": 292, + "FP": 699, + "IoU": 0.9091159207630227, + "TN": 514792, + "TP": 9913, + "n_pred": 10612, + "n_ref": 10205 + }, + "9": { + "Dice": 0.5625610948191594, + "FN": 1652, + "FP": 138, + "IoU": 0.3913634818089085, + "TN": 522755, + "TP": 1151, + "n_pred": 1289, + "n_ref": 2803 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6199140763204448, + "FN": 1766, + "FP": 1242, + "IoU": 0.4491851309284014, + "TN": 520235, + "TP": 2453, + "n_pred": 3695, + "n_ref": 4219 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 126, + "IoU": 0.0, + "TN": 525570, + "TP": 0, + "n_pred": 126, + "n_ref": 0 + }, + "13": { + "Dice": 0.7325855962219598, + "FN": 599, + "FP": 307, + "IoU": 0.5780158360503027, + "TN": 523549, + "TP": 1241, + "n_pred": 1548, + "n_ref": 1840 + }, + "14": { + "Dice": 0.8913179347826087, + "FN": 6228, + "FP": 9770, + "IoU": 0.8039436757803404, + "TN": 444097, + "TP": 65601, + "n_pred": 75371, + "n_ref": 71829 + }, + "15": { + "Dice": 0.7310102945474621, + "FN": 2867, + "FP": 5416, + "IoU": 0.5760569147302692, + "TN": 506158, + "TP": 11255, + "n_pred": 16671, + "n_ref": 14122 + }, + "2": { + "Dice": 0.9394441376771581, + "FN": 1689, + "FP": 2917, + "IoU": 0.8858035404373481, + "TN": 485362, + "TP": 35728, + "n_pred": 38645, + "n_ref": 37417 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 96, + "FP": 0, + "IoU": 0.0, + "TN": 525600, + "TP": 0, + "n_pred": 0, + "n_ref": 96 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9767802291166777, + "FN": 3229, + "FP": 1745, + "IoU": 0.9546143037027575, + "TN": 416102, + "TP": 104620, + "n_pred": 106365, + "n_ref": 107849 + }, + "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": 0.8232050292268667, + "FN": 1234, + "FP": 369, + "IoU": 0.699531396438613, + "TN": 520361, + "TP": 3732, + "n_pred": 4101, + "n_ref": 4966 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.735314581055561, + "FN": 2020, + "FP": 643, + "IoU": 0.5814209368123232, + "TN": 519334, + "TP": 3699, + "n_pred": 4342, + "n_ref": 5719 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 122, + "IoU": 0.0, + "TN": 525574, + "TP": 0, + "n_pred": 122, + "n_ref": 0 + }, + "13": { + "Dice": 0.030303030303030304, + "FN": 0, + "FP": 512, + "IoU": 0.015384615384615385, + "TN": 525176, + "TP": 8, + "n_pred": 520, + "n_ref": 8 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9429876501437997, + "FN": 238, + "FP": 99, + "IoU": 0.8921254801536491, + "TN": 522572, + "TP": 2787, + "n_pred": 2886, + "n_ref": 3025 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0336, + "FN": 1208, + "FP": 0, + "IoU": 0.01708706265256306, + "TN": 524467, + "TP": 21, + "n_pred": 21, + "n_ref": 1229 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9818055603762452, + "FN": 2530, + "FP": 2712, + "IoU": 0.9642613651858518, + "TN": 379020, + "TP": 141434, + "n_pred": 144146, + "n_ref": 143964 + }, + "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": 0.9655430711610486, + "FN": 1460, + "FP": 196, + "IoU": 0.9333816075307748, + "TN": 500838, + "TP": 23202, + "n_pred": 23398, + "n_ref": 24662 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.42857142857142855, + "FN": 5, + "FP": 3, + "IoU": 0.2727272727272727, + "TN": 350453, + "TP": 3, + "n_pred": 6, + "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": 0.7510917030567685, + "FN": 35, + "FP": 79, + "IoU": 0.6013986013986014, + "TN": 350178, + "TP": 172, + "n_pred": 251, + "n_ref": 207 + }, + "6": { + "Dice": 0.9819974969781895, + "FN": 1818, + "FP": 1548, + "IoU": 0.9646317116738468, + "TN": 255294, + "TP": 91804, + "n_pred": 93352, + "n_ref": 93622 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9603260869565218, + "FN": 127, + "FP": 19, + "IoU": 0.9236800836382645, + "TN": 348551, + "TP": 1767, + "n_pred": 1786, + "n_ref": 1894 + }, + "9": { + "Dice": 0.9508756449849424, + "FN": 1727, + "FP": 834, + "IoU": 0.9063517021976817, + "TN": 323117, + "TP": 24786, + "n_pred": 25620, + "n_ref": 26513 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0104.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": 440, + "FP": 1258, + "IoU": 0.0, + "TN": 874462, + "TP": 0, + "n_pred": 1258, + "n_ref": 440 + }, + "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": 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": 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": 0.22404645109620583, + "FN": 7668, + "FP": 83, + "IoU": 0.1261555806087937, + "TN": 867290, + "TP": 1119, + "n_pred": 1202, + "n_ref": 8787 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 13120, + "IoU": 0.0, + "TN": 863040, + "TP": 0, + "n_pred": 13120, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.9143185463599147, + "FN": 3146, + "FP": 433, + "IoU": 0.8421609702315326, + "TN": 503021, + "TP": 19096, + "n_pred": 19529, + "n_ref": 22242 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5455284747303212, + "FN": 17921, + "FP": 1080, + "IoU": 0.3750698898207532, + "TN": 495291, + "TP": 11404, + "n_pred": 12484, + "n_ref": 29325 + }, + "14": { + "Dice": 0.6034688104808694, + "FN": 10653, + "FP": 1, + "IoU": 0.4321198230371515, + "TN": 506935, + "TP": 8107, + "n_pred": 8108, + "n_ref": 18760 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 525593, + "TP": 0, + "n_pred": 103, + "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": 0.9935758575724513, + "FN": 729, + "FP": 478, + "IoU": 0.987233727497726, + "TN": 431150, + "TP": 93339, + "n_pred": 93817, + "n_ref": 94068 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 158, + "IoU": 0.0, + "TN": 525538, + "TP": 0, + "n_pred": 158, + "n_ref": 0 + }, + "8": { + "Dice": 0.9285714285714286, + "FN": 2, + "FP": 32, + "IoU": 0.8666666666666667, + "TN": 525441, + "TP": 221, + "n_pred": 253, + "n_ref": 223 + }, + "9": { + "Dice": 0.586006100378963, + "FN": 4471, + "FP": 8, + "IoU": 0.4144332592495751, + "TN": 518047, + "TP": 3170, + "n_pred": 3178, + "n_ref": 7641 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9716613046752002, + "FN": 2411, + "FP": 901, + "IoU": 0.9448845104173601, + "TN": 816068, + "TP": 56780, + "n_pred": 57681, + "n_ref": 59191 + }, + "10": { + "Dice": 0.758879193806071, + "FN": 3287, + "FP": 637, + "IoU": 0.6114466778888998, + "TN": 866061, + "TP": 6175, + "n_pred": 6812, + "n_ref": 9462 + }, + "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": 669, + "IoU": 0.0, + "TN": 875491, + "TP": 0, + "n_pred": 669, + "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": 0.9332248385292173, + "FN": 3923, + "FP": 1329, + "IoU": 0.8748093058733791, + "TN": 834208, + "TP": 36700, + "n_pred": 38029, + "n_ref": 40623 + }, + "7": { + "Dice": 0.716314176179783, + "FN": 4473, + "FP": 28752, + "IoU": 0.5580136220933326, + "TN": 800988, + "TP": 41947, + "n_pred": 70699, + "n_ref": 46420 + }, + "8": { + "Dice": 0.9677690920024052, + "FN": 290, + "FP": 246, + "IoU": 0.9375509728533147, + "TN": 867577, + "TP": 8047, + "n_pred": 8293, + "n_ref": 8337 + }, + "9": { + "Dice": 0.9129383313180169, + "FN": 124, + "FP": 308, + "IoU": 0.8398220244716351, + "TN": 873463, + "TP": 2265, + "n_pred": 2573, + "n_ref": 2389 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5863862995881205, + "FN": 19493, + "FP": 3403, + "IoU": 0.4148136788836068, + "TN": 837034, + "TP": 16230, + "n_pred": 19633, + "n_ref": 35723 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5821, + "IoU": 0.0, + "TN": 870339, + "TP": 0, + "n_pred": 5821, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4182918628110289, + "FN": 169, + "FP": 696, + "IoU": 0.26445578231292516, + "TN": 874984, + "TP": 311, + "n_pred": 1007, + "n_ref": 480 + }, + "13": { + "Dice": 0.0, + "FN": 966, + "FP": 6023, + "IoU": 0.0, + "TN": 869171, + "TP": 0, + "n_pred": 6023, + "n_ref": 966 + }, + "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": 0.9406626681418506, + "FN": 336, + "FP": 683, + "IoU": 0.8879727352682498, + "TN": 867064, + "TP": 8077, + "n_pred": 8760, + "n_ref": 8413 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 519, + "IoU": 0.0, + "TN": 875641, + "TP": 0, + "n_pred": 519, + "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": 2058, + "FP": 0, + "IoU": 0.0, + "TN": 874102, + "TP": 0, + "n_pred": 0, + "n_ref": 2058 + }, + "6": { + "Dice": 0.9333537007920955, + "FN": 4238, + "FP": 13650, + "IoU": 0.8750358028572427, + "TN": 733015, + "TP": 125257, + "n_pred": 138907, + "n_ref": 129495 + }, + "7": { + "Dice": 0.7031782065834279, + "FN": 2027, + "FP": 12617, + "IoU": 0.5422319474835886, + "TN": 844170, + "TP": 17346, + "n_pred": 29963, + "n_ref": 19373 + }, + "8": { + "Dice": 0.9203057594793007, + "FN": 677, + "FP": 376, + "IoU": 0.8523762792653863, + "TN": 869027, + "TP": 6080, + "n_pred": 6456, + "n_ref": 6757 + }, + "9": { + "Dice": 0.9195852083740951, + "FN": 449, + "FP": 373, + "IoU": 0.8511408909815285, + "TN": 870638, + "TP": 4700, + "n_pred": 5073, + "n_ref": 5149 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.837125074186234, + "FN": 31493, + "FP": 616, + "IoU": 0.719875418760469, + "TN": 1112000, + "TP": 82515, + "n_pred": 83131, + "n_ref": 114008 + }, + "10": { + "Dice": 0.7001644982802453, + "FN": 1133, + "FP": 2877, + "IoU": 0.5386562356189599, + "TN": 1217932, + "TP": 4682, + "n_pred": 7559, + "n_ref": 5815 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 98, + "IoU": 0.0, + "TN": 1226526, + "TP": 0, + "n_pred": 98, + "n_ref": 0 + }, + "12": { + "Dice": 0.6542529420527335, + "FN": 1580, + "FP": 741, + "IoU": 0.4861633827761789, + "TN": 1222107, + "TP": 2196, + "n_pred": 2937, + "n_ref": 3776 + }, + "13": { + "Dice": 0.0, + "FN": 57, + "FP": 8, + "IoU": 0.0, + "TN": 1226559, + "TP": 0, + "n_pred": 8, + "n_ref": 57 + }, + "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": 0.9819110701874239, + "FN": 313, + "FP": 296, + "IoU": 0.9644649317306571, + "TN": 1209486, + "TP": 16529, + "n_pred": 16825, + "n_ref": 16842 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 1226561, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "5": { + "Dice": 0.7823728813559322, + "FN": 1372, + "FP": 233, + "IoU": 0.6425389755011136, + "TN": 1222134, + "TP": 2885, + "n_pred": 3118, + "n_ref": 4257 + }, + "6": { + "Dice": 0.7041735934902441, + "FN": 6412, + "FP": 27398, + "IoU": 0.5434166103983795, + "TN": 1152574, + "TP": 40240, + "n_pred": 67638, + "n_ref": 46652 + }, + "7": { + "Dice": 0.8969416313547416, + "FN": 6930, + "FP": 2239, + "IoU": 0.8131406794513848, + "TN": 1177555, + "TP": 39900, + "n_pred": 42139, + "n_ref": 46830 + }, + "8": { + "Dice": 0.9712588940556894, + "FN": 110, + "FP": 403, + "IoU": 0.9441237337980612, + "TN": 1217443, + "TP": 8668, + "n_pred": 9071, + "n_ref": 8778 + }, + "9": { + "Dice": 0.8666532755602743, + "FN": 520, + "FP": 4127, + "IoU": 0.7646850313955844, + "TN": 1206876, + "TP": 15101, + "n_pred": 19228, + "n_ref": 15621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.984858830237289, + "FN": 1126, + "FP": 1025, + "IoU": 0.9701693316876309, + "TN": 628821, + "TP": 69956, + "n_pred": 70981, + "n_ref": 71082 + }, + "10": { + "Dice": 0.3329622758194187, + "FN": 482, + "FP": 4911, + "IoU": 0.1997328980560914, + "TN": 694189, + "TP": 1346, + "n_pred": 6257, + "n_ref": 1828 + }, + "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": 0.5714924039320822, + "FN": 797, + "FP": 1121, + "IoU": 0.4000625586487332, + "TN": 697731, + "TP": 1279, + "n_pred": 2400, + "n_ref": 2076 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "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": 0.90006600660066, + "FN": 132, + "FP": 625, + "IoU": 0.8182909265482478, + "TN": 696762, + "TP": 3409, + "n_pred": 4034, + "n_ref": 3541 + }, + "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": 0.9367219498008676, + "FN": 2481, + "FP": 5352, + "IoU": 0.8809755356328826, + "TN": 635118, + "TP": 57977, + "n_pred": 63329, + "n_ref": 60458 + }, + "7": { + "Dice": 0.7898662913441239, + "FN": 1115, + "FP": 9336, + "IoU": 0.6527099325424517, + "TN": 670835, + "TP": 19642, + "n_pred": 28978, + "n_ref": 20757 + }, + "8": { + "Dice": 0.9326500732064422, + "FN": 67, + "FP": 485, + "IoU": 0.8737997256515775, + "TN": 696554, + "TP": 3822, + "n_pred": 4307, + "n_ref": 3889 + }, + "9": { + "Dice": 0.6831955922865014, + "FN": 18, + "FP": 97, + "IoU": 0.5188284518828452, + "TN": 700689, + "TP": 124, + "n_pred": 221, + "n_ref": 142 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0186.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": 0.7419474268789338, + "FN": 425, + "FP": 272, + "IoU": 0.5897586815773985, + "TN": 874461, + "TP": 1002, + "n_pred": 1274, + "n_ref": 1427 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 876145, + "TP": 0, + "n_pred": 15, + "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": 0.8877611940298508, + "FN": 42, + "FP": 334, + "IoU": 0.7981749865807837, + "TN": 874297, + "TP": 1487, + "n_pred": 1821, + "n_ref": 1529 + }, + "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": 0.9706271511565335, + "FN": 3522, + "FP": 10397, + "IoU": 0.9429305933676649, + "TN": 632264, + "TP": 229977, + "n_pred": 240374, + "n_ref": 233499 + }, + "7": { + "Dice": 0.911219255557017, + "FN": 2979, + "FP": 396, + "IoU": 0.8369171297414835, + "TN": 855465, + "TP": 17320, + "n_pred": 17716, + "n_ref": 20299 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9652859299010565, + "FN": 41, + "FP": 166, + "IoU": 0.9329011345218801, + "TN": 522611, + "TP": 2878, + "n_pred": 3044, + "n_ref": 2919 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9337148307105388, + "FN": 2698, + "FP": 360, + "IoU": 0.8756708407871199, + "TN": 501100, + "TP": 21538, + "n_pred": 21898, + "n_ref": 24236 + }, + "15": { + "Dice": 0.898929091946011, + "FN": 1098, + "FP": 497, + "IoU": 0.8164134438305709, + "TN": 517008, + "TP": 7093, + "n_pred": 7590, + "n_ref": 8191 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9668516717209285, + "FN": 1014, + "FP": 2462, + "IoU": 0.9358304565341801, + "TN": 471527, + "TP": 50693, + "n_pred": 53155, + "n_ref": 51707 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 700844, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "15": { + "Dice": 0.0983858570330515, + "FN": 89, + "FP": 1084, + "IoU": 0.05173807599029911, + "TN": 699691, + "TP": 64, + "n_pred": 1148, + "n_ref": 153 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 9980, + "IoU": 0.0, + "TN": 690948, + "TP": 0, + "n_pred": 9980, + "n_ref": 0 + }, + "3": { + "Dice": 0.8278280361860539, + "FN": 21413, + "FP": 93, + "IoU": 0.7062342913342804, + "TN": 627720, + "TP": 51702, + "n_pred": 51795, + "n_ref": 73115 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.785985401459854, + "FN": 650, + "FP": 83, + "IoU": 0.6474266474266475, + "TN": 698849, + "TP": 1346, + "n_pred": 1429, + "n_ref": 1996 + }, + "6": { + "Dice": 0.9295400902222036, + "FN": 3701, + "FP": 1344, + "IoU": 0.868355817655194, + "TN": 662605, + "TP": 33278, + "n_pred": 34622, + "n_ref": 36979 + }, + "7": { + "Dice": 0.9542124542124543, + "FN": 2262, + "FP": 2288, + "IoU": 0.9124343257443083, + "TN": 648967, + "TP": 47411, + "n_pred": 49699, + "n_ref": 49673 + }, + "8": { + "Dice": 0.9660339660339661, + "FN": 33, + "FP": 35, + "IoU": 0.9342995169082126, + "TN": 699893, + "TP": 967, + "n_pred": 1002, + "n_ref": 1000 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9690827016438123, + "FN": 537, + "FP": 2730, + "IoU": 0.9400198281559815, + "TN": 1172156, + "TP": 51201, + "n_pred": 53931, + "n_ref": 51738 + }, + "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": 0, + "FP": 73, + "IoU": 0.0, + "TN": 1226551, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7725587144622992, + "FN": 3647, + "FP": 6657, + "IoU": 0.6294058408862034, + "TN": 1198820, + "TP": 17500, + "n_pred": 24157, + "n_ref": 21147 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9328464526191084, + "FN": 7717, + "FP": 1239, + "IoU": 0.8741445454673206, + "TN": 1155463, + "TP": 62205, + "n_pred": 63444, + "n_ref": 69922 + }, + "3": { + "Dice": 0.924997228278946, + "FN": 1319, + "FP": 6799, + "IoU": 0.8604603193701978, + "TN": 1168447, + "TP": 50059, + "n_pred": 56858, + "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": 0.9506189039058741, + "FN": 263, + "FP": 866, + "IoU": 0.9058852950983661, + "TN": 1214628, + "TP": 10867, + "n_pred": 11733, + "n_ref": 11130 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 60414, + "IoU": 0.0, + "TN": 1166210, + "TP": 0, + "n_pred": 60414, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 809, + "IoU": 0.0, + "TN": 1050583, + "TP": 0, + "n_pred": 809, + "n_ref": 0 + }, + "10": { + "Dice": 0.71993341656263, + "FN": 669, + "FP": 4, + "IoU": 0.5624187256176854, + "TN": 1049854, + "TP": 865, + "n_pred": 869, + "n_ref": 1534 + }, + "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": 0.882262996941896, + "FN": 117, + "FP": 191, + "IoU": 0.7893296853625171, + "TN": 1049930, + "TP": 1154, + "n_pred": 1345, + "n_ref": 1271 + }, + "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": 0.9755053848568815, + "FN": 4979, + "FP": 2199, + "IoU": 0.952182051948225, + "TN": 901281, + "TP": 142933, + "n_pred": 145132, + "n_ref": 147912 + }, + "7": { + "Dice": 0.9840764230371001, + "FN": 1814, + "FP": 3215, + "IoU": 0.968652018076983, + "TN": 890967, + "TP": 155396, + "n_pred": 158611, + "n_ref": 157210 + }, + "8": { + "Dice": 0.8316744730679156, + "FN": 1283, + "FP": 5617, + "IoU": 0.7118516662490604, + "TN": 1027446, + "TP": 17046, + "n_pred": 22663, + "n_ref": 18329 + }, + "9": { + "Dice": 0.3676092544987147, + "FN": 949, + "FP": 35, + "IoU": 0.2251968503937008, + "TN": 1050122, + "TP": 286, + "n_pred": 321, + "n_ref": 1235 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7606490872210954, + "FN": 2, + "FP": 234, + "IoU": 0.613747954173486, + "TN": 700317, + "TP": 375, + "n_pred": 609, + "n_ref": 377 + }, + "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": 0.8576755748912368, + "FN": 70, + "FP": 159, + "IoU": 0.750816104461371, + "TN": 700009, + "TP": 690, + "n_pred": 849, + "n_ref": 760 + }, + "15": { + "Dice": 0.9495585576002553, + "FN": 6747, + "FP": 366, + "IoU": 0.9039614387556708, + "TN": 626864, + "TP": 66951, + "n_pred": 67317, + "n_ref": 73698 + }, + "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": 0.19006211180124225, + "FN": 6, + "FP": 9122, + "IoU": 0.10501029512697323, + "TN": 690729, + "TP": 1071, + "n_pred": 10193, + "n_ref": 1077 + }, + "7": { + "Dice": 0.944851777976477, + "FN": 2853, + "FP": 1156, + "IoU": 0.8954682937004589, + "TN": 662576, + "TP": 34343, + "n_pred": 35499, + "n_ref": 37196 + }, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.864809007981756, + "FN": 1014, + "FP": 6574, + "IoU": 0.7618180676753091, + "TN": 493838, + "TP": 24270, + "n_pred": 30844, + "n_ref": 25284 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5974093073033915, + "FN": 19726, + "FP": 2092, + "IoU": 0.42593274746092724, + "TN": 487690, + "TP": 16188, + "n_pred": 18280, + "n_ref": 35914 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7824817518248175, + "FN": 38, + "FP": 111, + "IoU": 0.6426858513189448, + "TN": 525279, + "TP": 268, + "n_pred": 379, + "n_ref": 306 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9406338876220246, + "FN": 1331, + "FP": 986, + "IoU": 0.8879214434286267, + "TN": 505023, + "TP": 18356, + "n_pred": 19342, + "n_ref": 19687 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9662593764650727, + "FN": 4815, + "FP": 4397, + "IoU": 0.9347212970705367, + "TN": 384578, + "TP": 131906, + "n_pred": 136303, + "n_ref": 136721 + }, + "7": { + "Dice": 0.8554841105091725, + "FN": 6428, + "FP": 2135, + "IoU": 0.7474637253745429, + "TN": 491788, + "TP": 25345, + "n_pred": 27480, + "n_ref": 31773 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9701516259258082, + "FN": 355, + "FP": 584, + "IoU": 0.942033458855485, + "TN": 509497, + "TP": 15260, + "n_pred": 15844, + "n_ref": 15615 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.18181818181818182, + "FN": 0, + "FP": 72, + "IoU": 0.1, + "TN": 525616, + "TP": 8, + "n_pred": 80, + "n_ref": 8 + }, + "10": { + "Dice": 0.8406469574439878, + "FN": 3548, + "FP": 1260, + "IoU": 0.7251000571755288, + "TN": 508206, + "TP": 12682, + "n_pred": 13942, + "n_ref": 16230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.19491525423728814, + "FN": 185, + "FP": 5, + "IoU": 0.107981220657277, + "TN": 525483, + "TP": 23, + "n_pred": 28, + "n_ref": 208 + }, + "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": 0.8552376656791693, + "FN": 1463, + "FP": 26781, + "IoU": 0.747087530781285, + "TN": 414021, + "TP": 83431, + "n_pred": 110212, + "n_ref": 84894 + }, + "3": { + "Dice": 0.9009920248978798, + "FN": 97, + "FP": 412, + "IoU": 0.8198230088495575, + "TN": 522871, + "TP": 2316, + "n_pred": 2728, + "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": 0.9565272523617304, + "FN": 1657, + "FP": 2457, + "IoU": 0.9166767934540446, + "TN": 476322, + "TP": 45260, + "n_pred": 47717, + "n_ref": 46917 + }, + "7": { + "Dice": 0.8715770943238779, + "FN": 13876, + "FP": 8593, + "IoU": 0.7723851491667932, + "TN": 426981, + "TP": 76246, + "n_pred": 84839, + "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_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0358.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": 0.8718762395874653, + "FN": 2342, + "FP": 565, + "IoU": 0.7728551336146273, + "TN": 337666, + "TP": 9891, + "n_pred": 10456, + "n_ref": 12233 + }, + "6": { + "Dice": 0.9271295633500358, + "FN": 275, + "FP": 234, + "IoU": 0.8641579930611155, + "TN": 346717, + "TP": 3238, + "n_pred": 3472, + "n_ref": 3513 + }, + "7": { + "Dice": 0.8513184963530952, + "FN": 410, + "FP": 385, + "IoU": 0.7411266688375122, + "TN": 347393, + "TP": 2276, + "n_pred": 2661, + "n_ref": 2686 + }, + "8": { + "Dice": 0.9535901242284553, + "FN": 512, + "FP": 1864, + "IoU": 0.9112969461659076, + "TN": 323678, + "TP": 24410, + "n_pred": 26274, + "n_ref": 24922 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 350455, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9769379774131063, + "FN": 1201, + "FP": 61, + "IoU": 0.9549156901971992, + "TN": 497704, + "TP": 26730, + "n_pred": 26791, + "n_ref": 27931 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.773369199731002, + "FN": 292, + "FP": 45, + "IoU": 0.6304824561403509, + "TN": 524784, + "TP": 575, + "n_pred": 620, + "n_ref": 867 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 154, + "IoU": 0.0, + "TN": 525542, + "TP": 0, + "n_pred": 154, + "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": 0.9652151826590096, + "FN": 5048, + "FP": 567, + "IoU": 0.9327689839316076, + "TN": 442178, + "TP": 77903, + "n_pred": 78470, + "n_ref": 82951 + }, + "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": 0.9735719488086567, + "FN": 419, + "FP": 89, + "IoU": 0.9485048150025343, + "TN": 515831, + "TP": 9357, + "n_pred": 9446, + "n_ref": 9776 + }, + "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": 0.8358744394618834, + "FN": 355, + "FP": 11, + "IoU": 0.7180277349768875, + "TN": 524398, + "TP": 932, + "n_pred": 943, + "n_ref": 1287 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 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": 801, + "IoU": 0.0, + "TN": 875359, + "TP": 0, + "n_pred": 801, + "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": 0.15647226173541964, + "FN": 89, + "FP": 2283, + "IoU": 0.08487654320987655, + "TN": 873568, + "TP": 220, + "n_pred": 2503, + "n_ref": 309 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6368421052631579, + "FN": 138, + "FP": 0, + "IoU": 0.4671814671814672, + "TN": 875901, + "TP": 121, + "n_pred": 121, + "n_ref": 259 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.013333333333333334, + "FN": 296, + "FP": 0, + "IoU": 0.006711409395973154, + "TN": 525398, + "TP": 2, + "n_pred": 2, + "n_ref": 298 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.9609596510359869, + "FN": 86, + "FP": 272, + "IoU": 0.9248530646515534, + "TN": 520932, + "TP": 4406, + "n_pred": 4678, + "n_ref": 4492 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 262, + "IoU": 0.0, + "TN": 525434, + "TP": 0, + "n_pred": 262, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2715141/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.5942314086228269, + "FN": 1797.0991111111111, + "FP": 1746.104, + "IoU": 0.5184903544814592, + "TN": 688265.9262222222, + "TP": 9118.870666666666, + "n_pred": 10864.974666666667, + "n_ref": 10915.969777777778 + }, + "mean": { + "1": { + "Dice": 0.7333799365660761, + "FN": 2377.7133333333336, + "FP": 920.1133333333335, + "IoU": 0.6756262988199857, + "TN": 686145.3466666667, + "TP": 11484.826666666666, + "n_pred": 12404.940000000002, + "n_ref": 13862.539999999999 + }, + "10": { + "Dice": 0.5334776738630737, + "FN": 1857.6333333333332, + "FP": 824.46, + "IoU": 0.4367586401998915, + "TN": 694584.92, + "TP": 3660.986666666666, + "n_pred": 4485.446666666667, + "n_ref": 5518.62 + }, + "11": { + "Dice": 0.4303249647684565, + "FN": 97.16, + "FP": 94.87333333333333, + "IoU": 0.3411899796364639, + "TN": 700502.9466666667, + "TP": 233.01999999999998, + "n_pred": 327.8933333333333, + "n_ref": 330.18 + }, + "12": { + "Dice": 0.41082784511712456, + "FN": 183.4066666666667, + "FP": 65.36666666666667, + "IoU": 0.31552207330146115, + "TN": 700446.7666666666, + "TP": 232.46000000000004, + "n_pred": 297.82666666666665, + "n_ref": 415.8666666666667 + }, + "13": { + "Dice": 0.3823244096693983, + "FN": 1647.093333333333, + "FP": 962.74, + "IoU": 0.2979549407073008, + "TN": 696108.6466666667, + "TP": 2209.5199999999995, + "n_pred": 3172.2599999999998, + "n_ref": 3856.6133333333332 + }, + "14": { + "Dice": 0.5045999701637143, + "FN": 2697.866666666667, + "FP": 3508.0933333333332, + "IoU": 0.4352351286780933, + "TN": 689175.76, + "TP": 5546.280000000001, + "n_pred": 9054.373333333333, + "n_ref": 8244.146666666666 + }, + "15": { + "Dice": 0.4998221289581406, + "FN": 1055.3533333333332, + "FP": 809.7133333333334, + "IoU": 0.41765842966024297, + "TN": 696156.4600000001, + "TP": 2906.473333333333, + "n_pred": 3716.186666666667, + "n_ref": 3961.826666666667 + }, + "2": { + "Dice": 0.6921958320987123, + "FN": 1409.8333333333333, + "FP": 1664.8933333333334, + "IoU": 0.6339380767073163, + "TN": 689447.9666666667, + "TP": 8405.306666666667, + "n_pred": 10070.2, + "n_ref": 9815.140000000001 + }, + "3": { + "Dice": 0.6008642292681647, + "FN": 3272.7599999999998, + "FP": 1383.78, + "IoU": 0.5562082399195133, + "TN": 689157.4400000001, + "TP": 7114.0199999999995, + "n_pred": 8497.8, + "n_ref": 10386.780000000002 + }, + "4": { + "Dice": 0.46191039818501, + "FN": 741.2333333333333, + "FP": 356.0333333333334, + "IoU": 0.3943588077725762, + "TN": 698079.5800000001, + "TP": 1751.1533333333332, + "n_pred": 2107.186666666667, + "n_ref": 2492.3866666666668 + }, + "5": { + "Dice": 0.579690790662637, + "FN": 329.16666666666663, + "FP": 93.68666666666667, + "IoU": 0.47910028237871105, + "TN": 699876.7733333333, + "TP": 628.3733333333333, + "n_pred": 722.0600000000001, + "n_ref": 957.54 + }, + "6": { + "Dice": 0.8181188467550143, + "FN": 5345.08, + "FP": 9305.8, + "IoU": 0.7610410248227796, + "TN": 623950.36, + "TP": 62326.76000000001, + "n_pred": 71632.56000000001, + "n_ref": 67671.84 + }, + "7": { + "Dice": 0.6875342004986498, + "FN": 4753.506666666666, + "FP": 5265.0599999999995, + "IoU": 0.6112967936974161, + "TN": 670378.3733333333, + "TP": 20531.059999999998, + "n_pred": 25796.12, + "n_ref": 25284.566666666662 + }, + "8": { + "Dice": 0.872765802215844, + "FN": 523.8266666666667, + "FP": 446.4200000000001, + "IoU": 0.810230772997879, + "TN": 693638.2466666667, + "TP": 6319.506666666666, + "n_pred": 6765.926666666666, + "n_ref": 6843.333333333334 + }, + "9": { + "Dice": 0.7056341005523872, + "FN": 664.8533333333334, + "FP": 490.52666666666676, + "IoU": 0.6112358279222573, + "TN": 696339.3066666666, + "TP": 3433.313333333333, + "n_pred": 3923.8399999999992, + "n_ref": 4098.166666666667 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/loop_003/summary.json b/nnActive_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/loop_003/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c03a104420e40a072d7a5a2f51ab5663e9a88b65 --- /dev/null +++ b/nnActive_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/loop_003/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.8262652050446585, + "FN": 16387.411999999997, + "FP": 11554.528, + "IoU": 0.7363393734595033, + "TN": 96258815.78133334, + "TP": 170203.11866666665, + "n_pred": 181757.64666666667, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9304553724466105, + "FN": 6991.4, + "FP": 11369.86, + "IoU": 0.8908953170026934, + "TN": 96251302.84, + "TP": 187296.74, + "n_pred": 198666.6, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7994399116232888, + "FN": 15013.04, + "FP": 11443.14, + "IoU": 0.6844647397279608, + "TN": 96371295.14, + "TP": 59209.52, + "n_pred": 70652.66, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.7290484104582414, + "FN": 1085.34, + "FP": 682.38, + "IoU": 0.588239970174509, + "TN": 96452578.08, + "TP": 2615.04, + "n_pred": 3297.42, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.719541221874691, + "FN": 1371.74, + "FP": 712.24, + "IoU": 0.5795569162899088, + "TN": 96452011.94, + "TP": 2864.92, + "n_pred": 3577.16, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.6806333454930944, + "FN": 20376.0, + "FP": 11841.1, + "IoU": 0.5422951784307444, + "TN": 96387261.6, + "TP": 37482.14, + "n_pred": 49323.24, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7977057351399396, + "FN": 33289.2, + "FP": 20724.96, + "IoU": 0.7013949291629998, + "TN": 96297877.74, + "TP": 105068.94, + "n_pred": 125793.9, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.7536985932156985, + "FN": 13640.84, + "FP": 11030.76, + "IoU": 0.6424662520901269, + "TN": 96391883.04, + "TP": 40406.2, + "n_pred": 51436.96, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.9298055634526716, + "FN": 14331.12, + "FP": 5800.42, + "IoU": 0.8765501282603594, + "TN": 96294318.72, + "TP": 142510.58, + "n_pred": 148311.0, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.940096362431736, + "FN": 7855.0, + "FP": 12226.5, + "IoU": 0.8904421097074596, + "TN": 96281331.76, + "TP": 155547.58, + "n_pred": 167774.08, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.7237761425289275, + "FN": 6155.6, + "FP": 3519.7, + "IoU": 0.6407606810268323, + "TN": 96426863.64, + "TP": 20421.9, + "n_pred": 23941.6, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.7467833007301167, + "FN": 6486.18, + "FP": 2398.8, + "IoU": 0.6130873313853502, + "TN": 96437409.88, + "TP": 10665.98, + "n_pred": 13064.78, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9660110479846412, + "FN": 51735.66, + "FP": 38726.6, + "IoU": 0.9352694878756569, + "TN": 95059010.62, + "TP": 1307487.96, + "n_pred": 1346214.56, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.8531581570242127, + "FN": 49876.98, + "FP": 27841.16, + "IoU": 0.773579824106511, + "TN": 96090195.02, + "TP": 289047.68, + "n_pred": 316888.84, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9422190179165275, + "FN": 8128.34, + "FP": 7598.28, + "IoU": 0.8915758440234685, + "TN": 96316993.38, + "TP": 124240.84, + "n_pred": 131839.12, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.881605893349481, + "FN": 9474.74, + "FP": 7402.02, + "IoU": 0.7945118926279684, + "TN": 96371903.32, + "TP": 68180.76, + "n_pred": 75582.78, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9355205034172362, + "FN": 2895, + "FP": 9483, + "IoU": 0.8788525344269034, + "TN": 119491147, + "TP": 89795, + "n_pred": 99278, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7873811748783553, + "FN": 14248, + "FP": 18743, + "IoU": 0.6493229022725824, + "TN": 119499242, + "TP": 61087, + "n_pred": 79830, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7822090437361008, + "FN": 908, + "FP": 561, + "IoU": 0.642317993669345, + "TN": 119589213, + "TP": 2638, + "n_pred": 3199, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7879826365090244, + "FN": 1016, + "FP": 840, + "IoU": 0.6501413760603204, + "TN": 119588015, + "TP": 3449, + "n_pred": 4289, + "n_ref": 4465 + }, + "13": { + "Dice": 0.5479248373055209, + "FN": 27330, + "FP": 14628, + "IoU": 0.3773391704385249, + "TN": 119525935, + "TP": 25427, + "n_pred": 40055, + "n_ref": 52757 + }, + "14": { + "Dice": 0.4829677275319119, + "FN": 167443, + "FP": 3932, + "IoU": 0.31836351559361536, + "TN": 119341903, + "TP": 80042, + "n_pred": 83974, + "n_ref": 247485 + }, + "15": { + "Dice": 0.053020134228187916, + "FN": 28360, + "FP": 132494, + "IoU": 0.027231988969320924, + "TN": 119427963, + "TP": 4503, + "n_pred": 136997, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9573035616942649, + "FN": 5576, + "FP": 6486, + "IoU": 0.9181037994622634, + "TN": 119446036, + "TP": 135222, + "n_pred": 141708, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9571857409774225, + "FN": 8236, + "FP": 6269, + "IoU": 0.9178870855434851, + "TN": 119416673, + "TP": 162142, + "n_pred": 168411, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8581519800214057, + "FN": 17569, + "FP": 2311, + "IoU": 0.7515465850153096, + "TN": 119513305, + "TP": 60135, + "n_pred": 62446, + "n_ref": 77704 + }, + "5": { + "Dice": 0.06871074101706337, + "FN": 61409, + "FP": 15983, + "IoU": 0.035577653993295696, + "TN": 119513073, + "TP": 2855, + "n_pred": 18838, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9707712150046038, + "FN": 29581, + "FP": 39811, + "IoU": 0.9432025504503804, + "TN": 118371575, + "TP": 1152353, + "n_pred": 1192164, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 54485, + "IoU": 0.0, + "TN": 119538835, + "TP": 0, + "n_pred": 54485, + "n_ref": 0 + }, + "8": { + "Dice": 0.9139721234693302, + "FN": 27360, + "FP": 21424, + "IoU": 0.8415733548102153, + "TN": 119285392, + "TP": 259144, + "n_pred": 280568, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8581453282340971, + "FN": 15389, + "FP": 4826, + "IoU": 0.7515363815142576, + "TN": 119511960, + "TP": 61145, + "n_pred": 65971, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9607247830518229, + "FN": 9934, + "FP": 4671, + "IoU": 0.9244180630737862, + "TN": 72632426, + "TP": 178629, + "n_pred": 183300, + "n_ref": 188563 + }, + "10": { + "Dice": 0.8101393983859134, + "FN": 13240, + "FP": 12638, + "IoU": 0.6808691684445486, + "TN": 72744571, + "TP": 55211, + "n_pred": 67849, + "n_ref": 68451 + }, + "11": { + "Dice": 0.7309977463634502, + "FN": 463, + "FP": 850, + "IoU": 0.5760413303196642, + "TN": 72822563, + "TP": 1784, + "n_pred": 2634, + "n_ref": 2247 + }, + "12": { + "Dice": 0.7155202212236432, + "FN": 804, + "FP": 842, + "IoU": 0.5570505920344456, + "TN": 72821944, + "TP": 2070, + "n_pred": 2912, + "n_ref": 2874 + }, + "13": { + "Dice": 0.7268805495057798, + "FN": 15473, + "FP": 10611, + "IoU": 0.5709445011020824, + "TN": 72764866, + "TP": 34710, + "n_pred": 45321, + "n_ref": 50183 + }, + "14": { + "Dice": 0.9056268889206079, + "FN": 3923, + "FP": 11284, + "IoU": 0.8275302817220886, + "TN": 72737488, + "TP": 72965, + "n_pred": 84249, + "n_ref": 76888 + }, + "15": { + "Dice": 0.7657365657628781, + "FN": 10469, + "FP": 9118, + "IoU": 0.6203996201476772, + "TN": 72774061, + "TP": 32012, + "n_pred": 41130, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9602041353977705, + "FN": 8277, + "FP": 2297, + "IoU": 0.9234544664832778, + "TN": 72687520, + "TP": 127566, + "n_pred": 129863, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9653229097987505, + "FN": 4161, + "FP": 4675, + "IoU": 0.9329702174143921, + "TN": 72693838, + "TP": 122986, + "n_pred": 127661, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8672310702335022, + "FN": 3296, + "FP": 3965, + "IoU": 0.7655851493139628, + "TN": 72794685, + "TP": 23714, + "n_pred": 27679, + "n_ref": 27010 + }, + "5": { + "Dice": 0.8013900727821126, + "FN": 2528, + "FP": 501, + "IoU": 0.6685995623632385, + "TN": 72816520, + "TP": 6111, + "n_pred": 6612, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9662827643950904, + "FN": 43338, + "FP": 37926, + "IoU": 0.9347650702850496, + "TN": 71579947, + "TP": 1164449, + "n_pred": 1202375, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.9153412420071161, + "FN": 23298, + "FP": 16580, + "IoU": 0.8438978943948391, + "TN": 72570199, + "TP": 215583, + "n_pred": 232163, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9318818094354832, + "FN": 4437, + "FP": 3422, + "IoU": 0.8724519605297325, + "TN": 72764044, + "TP": 53757, + "n_pred": 57179, + "n_ref": 58194 + }, + "9": { + "Dice": 0.86457356140596, + "FN": 13011, + "FP": 7344, + "IoU": 0.7614527300214464, + "TN": 72740331, + "TP": 64974, + "n_pred": 72318, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9672166759904878, + "FN": 8481, + "FP": 8572, + "IoU": 0.9365146139613496, + "TN": 71540875, + "TP": 251560, + "n_pred": 260132, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8531482017163243, + "FN": 18510, + "FP": 7381, + "IoU": 0.7439044896586514, + "TN": 71708389, + "TP": 75208, + "n_pred": 82589, + "n_ref": 93718 + }, + "11": { + "Dice": 0.680792261630585, + "FN": 1152, + "FP": 927, + "IoU": 0.5160614525139665, + "TN": 71805192, + "TP": 2217, + "n_pred": 3144, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6542056074766355, + "FN": 2904, + "FP": 907, + "IoU": 0.4861111111111111, + "TN": 71802072, + "TP": 3605, + "n_pred": 4512, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7760128002111375, + "FN": 16856, + "FP": 10302, + "IoU": 0.6340040160101343, + "TN": 71735285, + "TP": 47045, + "n_pred": 57347, + "n_ref": 63901 + }, + "14": { + "Dice": 0.805285349243081, + "FN": 168265, + "FP": 2881, + "IoU": 0.6740399046189711, + "TN": 71284436, + "TP": 353906, + "n_pred": 356787, + "n_ref": 522171 + }, + "15": { + "Dice": 0.7056183789770799, + "FN": 81917, + "FP": 476, + "IoU": 0.5451393681095733, + "TN": 71628349, + "TP": 98746, + "n_pred": 99222, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9360904582751577, + "FN": 10773, + "FP": 7811, + "IoU": 0.8798590684293888, + "TN": 71654803, + "TP": 136101, + "n_pred": 143912, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9486269192167247, + "FN": 7302, + "FP": 11944, + "IoU": 0.9022743082883532, + "TN": 71612549, + "TP": 177693, + "n_pred": 189637, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7964166848113472, + "FN": 1173, + "FP": 5372, + "IoU": 0.661704657052773, + "TN": 71790141, + "TP": 12802, + "n_pred": 18174, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8812596302003082, + "FN": 1192, + "FP": 1274, + "IoU": 0.7877248859430146, + "TN": 71797871, + "TP": 9151, + "n_pred": 10425, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9739044841063556, + "FN": 34188, + "FP": 30870, + "IoU": 0.9491362831443281, + "TN": 70530423, + "TP": 1214007, + "n_pred": 1244877, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9425380927011188, + "FN": 13997, + "FP": 12967, + "IoU": 0.8913210832423107, + "TN": 71561381, + "TP": 221143, + "n_pred": 234110, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9346560930144387, + "FN": 7278, + "FP": 3063, + "IoU": 0.877328050487556, + "TN": 71725190, + "TP": 73957, + "n_pred": 77020, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8776386050113842, + "FN": 12798, + "FP": 8215, + "IoU": 0.7819572277967438, + "TN": 71713117, + "TP": 75358, + "n_pred": 83573, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9717995489596637, + "FN": 4554, + "FP": 7613, + "IoU": 0.9451460053109234, + "TN": 135223703, + "TP": 209640, + "n_pred": 217253, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8477494626957323, + "FN": 16107, + "FP": 8687, + "IoU": 0.7357336232440153, + "TN": 135351688, + "TP": 69028, + "n_pred": 77715, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6912751677852349, + "FN": 972, + "FP": 1328, + "IoU": 0.5282051282051282, + "TN": 135440635, + "TP": 2575, + "n_pred": 3903, + "n_ref": 3547 + }, + "12": { + "Dice": 0.7674255340487414, + "FN": 1682, + "FP": 637, + "IoU": 0.622620016273393, + "TN": 135439365, + "TP": 3826, + "n_pred": 4463, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7823221511113104, + "FN": 5674, + "FP": 13747, + "IoU": 0.6424705449189986, + "TN": 135391190, + "TP": 34899, + "n_pred": 48646, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9090789103501453, + "FN": 12149, + "FP": 14028, + "IoU": 0.8333131690046676, + "TN": 135288467, + "TP": 130866, + "n_pred": 144894, + "n_ref": 143015 + }, + "15": { + "Dice": 0.8220652748825488, + "FN": 11666, + "FP": 5491, + "IoU": 0.6978869519281564, + "TN": 135388720, + "TP": 39633, + "n_pred": 45124, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9548677366550111, + "FN": 12376, + "FP": 6262, + "IoU": 0.9136333937284813, + "TN": 135229709, + "TP": 197163, + "n_pred": 203425, + "n_ref": 209539 + }, + "3": { + "Dice": 0.9373865088439034, + "FN": 24764, + "FP": 2235, + "IoU": 0.8821518987341772, + "TN": 135216410, + "TP": 202101, + "n_pred": 204336, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8801844511800212, + "FN": 2865, + "FP": 6385, + "IoU": 0.7860084208578171, + "TN": 135402284, + "TP": 33976, + "n_pred": 40361, + "n_ref": 36841 + }, + "5": { + "Dice": 0.6590889667549782, + "FN": 12620, + "FP": 3336, + "IoU": 0.4915232632249841, + "TN": 135414130, + "TP": 15424, + "n_pred": 18760, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9671430667487046, + "FN": 44146, + "FP": 65807, + "IoU": 0.9363766031993103, + "TN": 133717325, + "TP": 1618232, + "n_pred": 1684039, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.8982769829310945, + "FN": 20724, + "FP": 19646, + "IoU": 0.8153383100962418, + "TN": 135226894, + "TP": 178246, + "n_pred": 197892, + "n_ref": 198970 + }, + "8": { + "Dice": 0.9158008938575262, + "FN": 31750, + "FP": 15669, + "IoU": 0.8446796244980315, + "TN": 135140212, + "TP": 257879, + "n_pred": 273548, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8655653228250985, + "FN": 18080, + "FP": 6756, + "IoU": 0.7629926519706078, + "TN": 135340720, + "TP": 79954, + "n_pred": 86710, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9266729407478806, + "FN": 12019, + "FP": 26627, + "IoU": 0.8633649294126382, + "TN": 105471164, + "TP": 244195, + "n_pred": 270822, + "n_ref": 256214 + }, + "10": { + "Dice": 0.3408846999043607, + "FN": 37139, + "FP": 53142, + "IoU": 0.20546173004655582, + "TN": 105640378, + "TP": 23346, + "n_pred": 76488, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7267011834319527, + "FN": 504, + "FP": 974, + "IoU": 0.5707232065059541, + "TN": 105750562, + "TP": 1965, + "n_pred": 2939, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6804557839980183, + "FN": 1657, + "FP": 923, + "IoU": 0.5156748639008824, + "TN": 105748678, + "TP": 2747, + "n_pred": 3670, + "n_ref": 4404 + }, + "13": { + "Dice": 0.39028561655549854, + "FN": 59223, + "FP": 8512, + "IoU": 0.24245643858903526, + "TN": 105664591, + "TP": 21679, + "n_pred": 30191, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9521351319769933, + "FN": 13565, + "FP": 4868, + "IoU": 0.9086430522032621, + "TN": 105552236, + "TP": 183336, + "n_pred": 188204, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8572510786864728, + "FN": 1905, + "FP": 6763, + "IoU": 0.7501657299322669, + "TN": 105719310, + "TP": 26027, + "n_pred": 32790, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9403806713920771, + "FN": 9142, + "FP": 9085, + "IoU": 0.8874702886247878, + "TN": 105592030, + "TP": 143748, + "n_pred": 152833, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9531847492752409, + "FN": 6570, + "FP": 9627, + "IoU": 0.9105568041880422, + "TN": 105572918, + "TP": 164890, + "n_pred": 174517, + "n_ref": 171460 + }, + "4": { + "Dice": 0.4697937867815276, + "FN": 25966, + "FP": 7639, + "IoU": 0.30701338337492007, + "TN": 105705512, + "TP": 14888, + "n_pred": 22527, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7705720769138898, + "FN": 2687, + "FP": 3076, + "IoU": 0.6267728774043132, + "TN": 105738564, + "TP": 9678, + "n_pred": 12754, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9609685383913229, + "FN": 66940, + "FP": 52446, + "IoU": 0.92486952888174, + "TN": 104164956, + "TP": 1469663, + "n_pred": 1522109, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8860393042692568, + "FN": 23226, + "FP": 39837, + "IoU": 0.7953954817840562, + "TN": 105445786, + "TP": 245156, + "n_pred": 284993, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9118884726797836, + "FN": 3830, + "FP": 12565, + "IoU": 0.8380468819456106, + "TN": 105652772, + "TP": 84838, + "n_pred": 97403, + "n_ref": 88668 + }, + "9": { + "Dice": 0.823026629664223, + "FN": 13566, + "FP": 12771, + "IoU": 0.6992737902212884, + "TN": 105666427, + "TP": 61241, + "n_pred": 74012, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9682707812944636, + "FN": 8265, + "FP": 7791, + "IoU": 0.9384931275953479, + "TN": 96876836, + "TP": 244988, + "n_pred": 252779, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8215696014953396, + "FN": 14997, + "FP": 27387, + "IoU": 0.6971727838469288, + "TN": 96997919, + "TP": 97577, + "n_pred": 124964, + "n_ref": 112574 + }, + "11": { + "Dice": 0.75155549124584, + "FN": 964, + "FP": 753, + "IoU": 0.6019935095039407, + "TN": 97133566, + "TP": 2597, + "n_pred": 3350, + "n_ref": 3561 + }, + "12": { + "Dice": 0.8357050452781372, + "FN": 642, + "FP": 882, + "IoU": 0.7177777777777777, + "TN": 97132480, + "TP": 3876, + "n_pred": 4758, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7559741647517187, + "FN": 9926, + "FP": 15879, + "IoU": 0.6076836536122598, + "TN": 97072104, + "TP": 39971, + "n_pred": 55850, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9396159720622482, + "FN": 21773, + "FP": 9420, + "IoU": 0.8861091333954032, + "TN": 96863995, + "TP": 242692, + "n_pred": 252112, + "n_ref": 264465 + }, + "15": { + "Dice": 0.8139553302708696, + "FN": 1818, + "FP": 7578, + "IoU": 0.6862771285475793, + "TN": 97107930, + "TP": 20554, + "n_pred": 28132, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9396310930643311, + "FN": 8994, + "FP": 7583, + "IoU": 0.8861360295632822, + "TN": 96992294, + "TP": 129009, + "n_pred": 136592, + "n_ref": 138003 + }, + "3": { + "Dice": 0.943585668426264, + "FN": 8849, + "FP": 9041, + "IoU": 0.89319658038017, + "TN": 96970376, + "TP": 149614, + "n_pred": 158655, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9173895538230665, + "FN": 2432, + "FP": 2082, + "IoU": 0.847386571100142, + "TN": 97108302, + "TP": 25064, + "n_pred": 27146, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8408246029063873, + "FN": 2193, + "FP": 2517, + "IoU": 0.7253644314868805, + "TN": 97120730, + "TP": 12440, + "n_pred": 14957, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9762855665530595, + "FN": 39873, + "FP": 31078, + "IoU": 0.9536698269123906, + "TN": 95606459, + "TP": 1460470, + "n_pred": 1491548, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9477065941281305, + "FN": 11766, + "FP": 14994, + "IoU": 0.9006105985648706, + "TN": 96868636, + "TP": 242484, + "n_pred": 257478, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9345872680382386, + "FN": 7562, + "FP": 9305, + "IoU": 0.8772067763047735, + "TN": 97000519, + "TP": 120494, + "n_pred": 129799, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8355623487453827, + "FN": 6260, + "FP": 18269, + "IoU": 0.7175672719317436, + "TN": 97051031, + "TP": 62320, + "n_pred": 80589, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9692167421716956, + "FN": 3426, + "FP": 7378, + "IoU": 0.9402721035784771, + "TN": 130585905, + "TP": 170083, + "n_pred": 177461, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8602550163091826, + "FN": 11974, + "FP": 9233, + "IoU": 0.754778506261491, + "TN": 130680311, + "TP": 65274, + "n_pred": 74507, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7735849056603774, + "FN": 728, + "FP": 1216, + "IoU": 0.6307692307692307, + "TN": 130761527, + "TP": 3321, + "n_pred": 4537, + "n_ref": 4049 + }, + "12": { + "Dice": 0.7895765472312704, + "FN": 904, + "FP": 388, + "IoU": 0.6523143164693218, + "TN": 130763076, + "TP": 2424, + "n_pred": 2812, + "n_ref": 3328 + }, + "13": { + "Dice": 0.8073739394357453, + "FN": 14549, + "FP": 7791, + "IoU": 0.6769715723415947, + "TN": 130697634, + "TP": 46818, + "n_pred": 54609, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9576021265468679, + "FN": 4701, + "FP": 9000, + "IoU": 0.9186531850594026, + "TN": 130598365, + "TP": 154726, + "n_pred": 163726, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8668409060447662, + "FN": 2920, + "FP": 5028, + "IoU": 0.7649772310603821, + "TN": 130732974, + "TP": 25870, + "n_pred": 30898, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9468947282560183, + "FN": 12516, + "FP": 4737, + "IoU": 0.8991453690929923, + "TN": 130595724, + "TP": 153815, + "n_pred": 158552, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9453613828726618, + "FN": 6275, + "FP": 12194, + "IoU": 0.8963841902998682, + "TN": 130588547, + "TP": 159776, + "n_pred": 171970, + "n_ref": 166051 + }, + "4": { + "Dice": 0.8666444961755903, + "FN": 5179, + "FP": 2440, + "IoU": 0.7646713615023474, + "TN": 130734416, + "TP": 24757, + "n_pred": 27197, + "n_ref": 29936 + }, + "5": { + "Dice": 0.7339635613612926, + "FN": 9958, + "FP": 5520, + "IoU": 0.5797333622960167, + "TN": 130729963, + "TP": 21351, + "n_pred": 26871, + "n_ref": 31309 + }, + "6": { + "Dice": 0.966281444360191, + "FN": 29032, + "FP": 62259, + "IoU": 0.9347625996344059, + "TN": 129367426, + "TP": 1308075, + "n_pred": 1370334, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9422492604490139, + "FN": 22876, + "FP": 28936, + "IoU": 0.8908046340378808, + "TN": 130292303, + "TP": 422677, + "n_pred": 451613, + "n_ref": 445553 + }, + "8": { + "Dice": 0.9062733344502844, + "FN": 11145, + "FP": 34168, + "IoU": 0.8286104407948983, + "TN": 130502406, + "TP": 219073, + "n_pred": 253241, + "n_ref": 230218 + }, + "9": { + "Dice": 0.898557961172805, + "FN": 12051, + "FP": 8265, + "IoU": 0.8158014035214971, + "TN": 130656498, + "TP": 89978, + "n_pred": 98243, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9081118440829292, + "FN": 9014, + "FP": 29807, + "IoU": 0.8316894355541489, + "TN": 72005357, + "TP": 191830, + "n_pred": 221637, + "n_ref": 200844 + }, + "10": { + "Dice": 0.5646805790867311, + "FN": 34833, + "FP": 8076, + "IoU": 0.39341805793126844, + "TN": 72165269, + "TP": 27830, + "n_pred": 35906, + "n_ref": 62663 + }, + "11": { + "Dice": 0.651595744680851, + "FN": 1217, + "FP": 355, + "IoU": 0.4832347140039448, + "TN": 72232966, + "TP": 1470, + "n_pred": 1825, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6865896534404822, + "FN": 1337, + "FP": 1159, + "IoU": 0.5227533460803059, + "TN": 72230778, + "TP": 2734, + "n_pred": 3893, + "n_ref": 4071 + }, + "13": { + "Dice": 0.45379090027144353, + "FN": 47284, + "FP": 8455, + "IoU": 0.2934861141039129, + "TN": 72157115, + "TP": 23154, + "n_pred": 31609, + "n_ref": 70438 + }, + "14": { + "Dice": 0.2852490698849583, + "FN": 25581, + "FP": 216290, + "IoU": 0.16635014734520137, + "TN": 71945873, + "TP": 48264, + "n_pred": 264554, + "n_ref": 73845 + }, + "15": { + "Dice": 0.7195780994190174, + "FN": 3483, + "FP": 15872, + "IoU": 0.561985154340545, + "TN": 72191820, + "TP": 24833, + "n_pred": 40705, + "n_ref": 28316 + }, + "2": { + "Dice": 0.8692348964481168, + "FN": 26040, + "FP": 4425, + "IoU": 0.7687139386577588, + "TN": 72104288, + "TP": 101255, + "n_pred": 105680, + "n_ref": 127295 + }, + "3": { + "Dice": 0.8865978247418428, + "FN": 7047, + "FP": 34190, + "IoU": 0.7962961133395245, + "TN": 72033572, + "TP": 161199, + "n_pred": 195389, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 16934, + "IoU": 0.0, + "TN": 72219074, + "TP": 0, + "n_pred": 16934, + "n_ref": 0 + }, + "5": { + "Dice": 0.8430220356768101, + "FN": 193, + "FP": 2799, + "IoU": 0.7286413930709232, + "TN": 72224982, + "TP": 8034, + "n_pred": 10833, + "n_ref": 8227 + }, + "6": { + "Dice": 0.9154556169898301, + "FN": 175143, + "FP": 71743, + "IoU": 0.8440923500511512, + "TN": 70652468, + "TP": 1336654, + "n_pred": 1408397, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.6688172043010753, + "FN": 110676, + "FP": 115704, + "IoU": 0.5024232633279483, + "TN": 71781043, + "TP": 228585, + "n_pred": 344289, + "n_ref": 339261 + }, + "8": { + "Dice": 0.931169391428529, + "FN": 4983, + "FP": 4271, + "IoU": 0.8712038970076549, + "TN": 72164158, + "TP": 62596, + "n_pred": 66867, + "n_ref": 67579 + }, + "9": { + "Dice": 0.6366654285448974, + "FN": 22195, + "FP": 9107, + "IoU": 0.4669913327770872, + "TN": 72177281, + "TP": 27425, + "n_pred": 36532, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8164110619207204, + "FN": 13107, + "FP": 21022, + "IoU": 0.6897758467104187, + "TN": 52443106, + "TP": 75885, + "n_pred": 96907, + "n_ref": 88992 + }, + "10": { + "Dice": 0.42932745314222714, + "FN": 27714, + "FP": 24046, + "IoU": 0.2733398848799663, + "TN": 52481890, + "TP": 19470, + "n_pred": 43516, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 46, + "IoU": 0.0, + "TN": 52551032, + "TP": 0, + "n_pred": 46, + "n_ref": 2042 + }, + "12": { + "Dice": 0.18623718887262078, + "FN": 3430, + "FP": 2128, + "IoU": 0.1026800129157249, + "TN": 52546926, + "TP": 636, + "n_pred": 2764, + "n_ref": 4066 + }, + "13": { + "Dice": 0.5074903552282178, + "FN": 11486, + "FP": 8174, + "IoU": 0.34002484138440364, + "TN": 52523331, + "TP": 10129, + "n_pred": 18303, + "n_ref": 21615 + }, + "14": { + "Dice": 0.6813529337433133, + "FN": 23485, + "FP": 6775, + "IoU": 0.5167060627355778, + "TN": 52490508, + "TP": 32352, + "n_pred": 39127, + "n_ref": 55837 + }, + "15": { + "Dice": 0.33024170882518267, + "FN": 15869, + "FP": 22259, + "IoU": 0.19777815182629188, + "TN": 52505592, + "TP": 9400, + "n_pred": 31659, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5808576536650467, + "FN": 77407, + "FP": 5820, + "IoU": 0.40930189643424936, + "TN": 52412224, + "TP": 57669, + "n_pred": 63489, + "n_ref": 135076 + }, + "3": { + "Dice": 0.8003997184909408, + "FN": 11735, + "FP": 53780, + "IoU": 0.6672220162236568, + "TN": 52356247, + "TP": 131358, + "n_pred": 185138, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 4115, + "IoU": 0.0, + "TN": 52547125, + "TP": 0, + "n_pred": 4115, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7908588278658312, + "FN": 918, + "FP": 1919, + "IoU": 0.6540665772466773, + "TN": 52544919, + "TP": 5364, + "n_pred": 7283, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9337903572002328, + "FN": 63698, + "FP": 36862, + "IoU": 0.8758037066220733, + "TN": 51743434, + "TP": 709126, + "n_pred": 745988, + "n_ref": 772824 + }, + "7": { + "Dice": 0.438763998774757, + "FN": 134335, + "FP": 15909, + "IoU": 0.28103630612567176, + "TN": 52344147, + "TP": 58729, + "n_pred": 74638, + "n_ref": 193064 + }, + "8": { + "Dice": 0.9055372865174499, + "FN": 8313, + "FP": 2373, + "IoU": 0.8273806639205233, + "TN": 52491215, + "TP": 51219, + "n_pred": 53592, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8679180481618959, + "FN": 12386, + "FP": 7612, + "IoU": 0.7666565541060886, + "TN": 52467418, + "TP": 65704, + "n_pred": 73316, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9753965824647689, + "FN": 10709, + "FP": 3518, + "IoU": 0.9519747502025385, + "TN": 143841010, + "TP": 282013, + "n_pred": 285531, + "n_ref": 292722 + }, + "10": { + "Dice": 0.8599525481228596, + "FN": 18177, + "FP": 7913, + "IoU": 0.7543129425945457, + "TN": 144031058, + "TP": 80102, + "n_pred": 88015, + "n_ref": 98279 + }, + "11": { + "Dice": 0.6816066195483538, + "FN": 2665, + "FP": 1029, + "IoU": 0.5169979079497908, + "TN": 144129602, + "TP": 3954, + "n_pred": 4983, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6939354054874962, + "FN": 2219, + "FP": 804, + "IoU": 0.5313178294573644, + "TN": 144130800, + "TP": 3427, + "n_pred": 4231, + "n_ref": 5646 + }, + "13": { + "Dice": 0.7744775060114615, + "FN": 31188, + "FP": 11392, + "IoU": 0.6319569896190781, + "TN": 144021557, + "TP": 73113, + "n_pred": 84505, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9567548204295164, + "FN": 25489, + "FP": 9279, + "IoU": 0.9170948873431878, + "TN": 143717879, + "TP": 384603, + "n_pred": 393882, + "n_ref": 410092 + }, + "15": { + "Dice": 0.6497762246336828, + "FN": 1469, + "FP": 21381, + "IoU": 0.48123595250527845, + "TN": 144093203, + "TP": 21197, + "n_pred": 42578, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9599944664290629, + "FN": 6188, + "FP": 4801, + "IoU": 0.9230666909365856, + "TN": 143994412, + "TP": 131849, + "n_pred": 136650, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9599301776481775, + "FN": 8119, + "FP": 5746, + "IoU": 0.9229478223659714, + "TN": 143957307, + "TP": 166078, + "n_pred": 171824, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9269060275181823, + "FN": 2868, + "FP": 4750, + "IoU": 0.8637696709585122, + "TN": 144081330, + "TP": 48302, + "n_pred": 53052, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7779169311533909, + "FN": 9460, + "FP": 3485, + "IoU": 0.6365499620967515, + "TN": 144101633, + "TP": 22672, + "n_pred": 26157, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9773105459955757, + "FN": 35656, + "FP": 25771, + "IoU": 0.9556278713629403, + "TN": 142752890, + "TP": 1322933, + "n_pred": 1348704, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9443135986414499, + "FN": 15511, + "FP": 12034, + "IoU": 0.8945020011873073, + "TN": 143876155, + "TP": 233550, + "n_pred": 245584, + "n_ref": 249061 + }, + "8": { + "Dice": 0.9067903713875355, + "FN": 13509, + "FP": 30816, + "IoU": 0.8294752878626416, + "TN": 143877317, + "TP": 215608, + "n_pred": 246424, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8869722451956912, + "FN": 8127, + "FP": 13876, + "IoU": 0.796900383990548, + "TN": 144028914, + "TP": 86333, + "n_pred": 100209, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9689444488729878, + "FN": 7372, + "FP": 5874, + "IoU": 0.9397596936594417, + "TN": 111559034, + "TP": 206640, + "n_pred": 212514, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6785674768561207, + "FN": 18405, + "FP": 7740, + "IoU": 0.5135089873841688, + "TN": 111725178, + "TP": 27597, + "n_pred": 35337, + "n_ref": 46002 + }, + "11": { + "Dice": 0.7390306854029252, + "FN": 1218, + "FP": 602, + "IoU": 0.58608141914942, + "TN": 111774523, + "TP": 2577, + "n_pred": 3179, + "n_ref": 3795 + }, + "12": { + "Dice": 0.6597682119205298, + "FN": 2269, + "FP": 197, + "IoU": 0.4922791846819024, + "TN": 111774063, + "TP": 2391, + "n_pred": 2588, + "n_ref": 4660 + }, + "13": { + "Dice": 0.7513397257818801, + "FN": 11022, + "FP": 16726, + "IoU": 0.6017166889147253, + "TN": 111709251, + "TP": 41921, + "n_pred": 58647, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6881651189588558, + "FN": 10756, + "FP": 62852, + "IoU": 0.5245821169297543, + "TN": 111624092, + "TP": 81220, + "n_pred": 144072, + "n_ref": 91976 + }, + "15": { + "Dice": 0.7521515374302642, + "FN": 2036, + "FP": 3695, + "IoU": 0.6027587162958342, + "TN": 111764493, + "TP": 8696, + "n_pred": 12391, + "n_ref": 10732 + }, + "2": { + "Dice": 0.957152782757265, + "FN": 12755, + "FP": 4574, + "IoU": 0.9178264724989686, + "TN": 111568037, + "TP": 193554, + "n_pred": 198128, + "n_ref": 206309 + }, + "3": { + "Dice": 0.9286874081370384, + "FN": 3098, + "FP": 6169, + "IoU": 0.8668687507183083, + "TN": 111709312, + "TP": 60341, + "n_pred": 66510, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8905524006195147, + "FN": 1429, + "FP": 2811, + "IoU": 0.8026989297347603, + "TN": 111757430, + "TP": 17250, + "n_pred": 20061, + "n_ref": 18679 + }, + "5": { + "Dice": 0.6660370473716972, + "FN": 10901, + "FP": 4658, + "IoU": 0.49929201261504796, + "TN": 111747846, + "TP": 15515, + "n_pred": 20173, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9730771969962472, + "FN": 25571, + "FP": 41340, + "IoU": 0.9475660625608788, + "TN": 110502819, + "TP": 1209190, + "n_pred": 1250530, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.9329022241895853, + "FN": 20265, + "FP": 11112, + "IoU": 0.8742424971142747, + "TN": 111529416, + "TP": 218127, + "n_pred": 229239, + "n_ref": 238392 + }, + "8": { + "Dice": 0.9146549231310447, + "FN": 28946, + "FP": 17391, + "IoU": 0.8427319040039098, + "TN": 111484283, + "TP": 248300, + "n_pred": 265691, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8629858985820277, + "FN": 14214, + "FP": 6783, + "IoU": 0.7589931360620739, + "TN": 111691798, + "TP": 66125, + "n_pred": 72908, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8997709000111547, + "FN": 8111, + "FP": 26932, + "IoU": 0.8178032193661093, + "TN": 198895539, + "TP": 157293, + "n_pred": 184225, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7872902450175254, + "FN": 16632, + "FP": 8492, + "IoU": 0.6491992348399168, + "TN": 199016256, + "TP": 46495, + "n_pred": 54987, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7332350773765659, + "FN": 1450, + "FP": 722, + "IoU": 0.578824898196626, + "TN": 199082718, + "TP": 2985, + "n_pred": 3707, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7362165731264444, + "FN": 1105, + "FP": 493, + "IoU": 0.5825496342737722, + "TN": 199084047, + "TP": 2230, + "n_pred": 2723, + "n_ref": 3335 + }, + "13": { + "Dice": 0.5015973529579554, + "FN": 18009, + "FP": 16937, + "IoU": 0.3347547162627782, + "TN": 199035344, + "TP": 17585, + "n_pred": 34522, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5391245791245791, + "FN": 26933, + "FP": 7287, + "IoU": 0.36904213146492115, + "TN": 199033640, + "TP": 20015, + "n_pred": 27302, + "n_ref": 46948 + }, + "15": { + "Dice": 0.59149687503135, + "FN": 79605, + "FP": 1835, + "IoU": 0.4199471513735657, + "TN": 198947474, + "TP": 58961, + "n_pred": 60796, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9391535284651655, + "FN": 4394, + "FP": 11827, + "IoU": 0.8852869417630211, + "TN": 198946470, + "TP": 125184, + "n_pred": 137011, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9572628449519711, + "FN": 7137, + "FP": 4622, + "IoU": 0.9180289014520435, + "TN": 198944422, + "TP": 131694, + "n_pred": 136316, + "n_ref": 138831 + }, + "4": { + "Dice": 0.795682939882262, + "FN": 3739, + "FP": 3133, + "IoU": 0.6606922431244754, + "TN": 199067622, + "TP": 13381, + "n_pred": 16514, + "n_ref": 17120 + }, + "5": { + "Dice": 0.7098875236036233, + "FN": 7098, + "FP": 3503, + "IoU": 0.5502524288320394, + "TN": 199064304, + "TP": 12970, + "n_pred": 16473, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9601753118764003, + "FN": 56988, + "FP": 34096, + "IoU": 0.9234011491004992, + "TN": 197898771, + "TP": 1098020, + "n_pred": 1132116, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.889913454588079, + "FN": 19520, + "FP": 14290, + "IoU": 0.8016613283587343, + "TN": 198917409, + "TP": 136656, + "n_pred": 150946, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9061073142967151, + "FN": 10101, + "FP": 12334, + "IoU": 0.8283329124868963, + "TN": 198957186, + "TP": 108254, + "n_pred": 120588, + "n_ref": 118355 + }, + "9": { + "Dice": 0.9009658103148541, + "FN": 10113, + "FP": 10395, + "IoU": 0.8197796017364711, + "TN": 198974081, + "TP": 93286, + "n_pred": 103681, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.946274018834032, + "FN": 10535, + "FP": 9205, + "IoU": 0.8980266556462444, + "TN": 130881612, + "TP": 173840, + "n_pred": 183045, + "n_ref": 184375 + }, + "10": { + "Dice": 0.8405017372068655, + "FN": 14139, + "FP": 11890, + "IoU": 0.7248839986893701, + "TN": 130980581, + "TP": 68582, + "n_pred": 80472, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6795337761624264, + "FN": 1360, + "FP": 1197, + "IoU": 0.5146165527714502, + "TN": 131069924, + "TP": 2711, + "n_pred": 3908, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7883927659139675, + "FN": 777, + "FP": 1294, + "IoU": 0.6506999494012481, + "TN": 131069263, + "TP": 3858, + "n_pred": 5152, + "n_ref": 4635 + }, + "13": { + "Dice": 0.5651358185822661, + "FN": 48590, + "FP": 15382, + "IoU": 0.3938601478112564, + "TN": 130969652, + "TP": 41568, + "n_pred": 56950, + "n_ref": 90158 + }, + "14": { + "Dice": 0.38997214484679665, + "FN": 5653, + "FP": 153779, + "IoU": 0.2422145328719723, + "TN": 130864800, + "TP": 50960, + "n_pred": 204739, + "n_ref": 56613 + }, + "15": { + "Dice": 0.7548864912505153, + "FN": 1027, + "FP": 16216, + "IoU": 0.606279255622788, + "TN": 131031397, + "TP": 26552, + "n_pred": 42768, + "n_ref": 27579 + }, + "2": { + "Dice": 0.9357582093223465, + "FN": 8083, + "FP": 12811, + "IoU": 0.8792721893833024, + "TN": 130902125, + "TP": 152173, + "n_pred": 164984, + "n_ref": 160256 + }, + "3": { + "Dice": 0.8836407633450268, + "FN": 8583, + "FP": 39214, + "IoU": 0.7915380052685752, + "TN": 130845908, + "TP": 181487, + "n_pred": 220701, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8964279511376136, + "FN": 11144, + "FP": 3168, + "IoU": 0.8122967159794355, + "TN": 130998944, + "TP": 61936, + "n_pred": 65104, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7909965429129716, + "FN": 4174, + "FP": 1388, + "IoU": 0.654254988500031, + "TN": 131059105, + "TP": 10525, + "n_pred": 11913, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9736334993275715, + "FN": 41383, + "FP": 35882, + "IoU": 0.9486216655450964, + "TN": 129571348, + "TP": 1426579, + "n_pred": 1462461, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.8273291712010997, + "FN": 54954, + "FP": 246512, + "IoU": 0.7055084435318355, + "TN": 130051509, + "TP": 722217, + "n_pred": 968729, + "n_ref": 777171 + }, + "8": { + "Dice": 0.92342306147047, + "FN": 7521, + "FP": 12492, + "IoU": 0.857739961188237, + "TN": 130934513, + "TP": 120666, + "n_pred": 133158, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7406517071876787, + "FN": 20868, + "FP": 10419, + "IoU": 0.5881230088728575, + "TN": 130999230, + "TP": 44675, + "n_pred": 55094, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9184717554565421, + "FN": 4143, + "FP": 33386, + "IoU": 0.8492351079044206, + "TN": 101368276, + "TP": 211395, + "n_pred": 244781, + "n_ref": 215538 + }, + "10": { + "Dice": 0.7983505936440979, + "FN": 12135, + "FP": 4883, + "IoU": 0.6643789689583087, + "TN": 101566494, + "TP": 33688, + "n_pred": 38571, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8437250199840128, + "FN": 737, + "FP": 827, + "IoU": 0.7296923608710681, + "TN": 101611414, + "TP": 4222, + "n_pred": 5049, + "n_ref": 4959 + }, + "12": { + "Dice": 0.8345265705354442, + "FN": 1352, + "FP": 289, + "IoU": 0.716040837515141, + "TN": 101611421, + "TP": 4138, + "n_pred": 4427, + "n_ref": 5490 + }, + "13": { + "Dice": 0.8222462385124207, + "FN": 6446, + "FP": 16745, + "IoU": 0.6981478348019629, + "TN": 101540371, + "TP": 53638, + "n_pred": 70383, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9364644930497198, + "FN": 1037, + "FP": 7204, + "IoU": 0.88052019601589, + "TN": 101548226, + "TP": 60733, + "n_pred": 67937, + "n_ref": 61770 + }, + "15": { + "Dice": 0.8762567435017166, + "FN": 4679, + "FP": 3395, + "IoU": 0.7797659638307739, + "TN": 101580539, + "TP": 28587, + "n_pred": 31982, + "n_ref": 33266 + }, + "2": { + "Dice": 0.9204031243691476, + "FN": 24165, + "FP": 1464, + "IoU": 0.8525433383005288, + "TN": 101443393, + "TP": 148178, + "n_pred": 149642, + "n_ref": 172343 + }, + "3": { + "Dice": 0.9343607384727518, + "FN": 3758, + "FP": 20017, + "IoU": 0.8768077267851869, + "TN": 101424209, + "TP": 169216, + "n_pred": 189233, + "n_ref": 172974 + }, + "4": { + "Dice": 0.7024649116681796, + "FN": 1123, + "FP": 11660, + "IoU": 0.5413841351845873, + "TN": 101589327, + "TP": 15090, + "n_pred": 26750, + "n_ref": 16213 + }, + "5": { + "Dice": 0.8223665925514174, + "FN": 6700, + "FP": 3526, + "IoU": 0.6983213853733369, + "TN": 101583303, + "TP": 23671, + "n_pred": 27197, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9657865317644788, + "FN": 92706, + "FP": 9390, + "IoU": 0.9338367381854096, + "TN": 100074108, + "TP": 1440996, + "n_pred": 1450386, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9683128058381891, + "FN": 22275, + "FP": 4268, + "IoU": 0.9385720897940292, + "TN": 101185100, + "TP": 405557, + "n_pred": 409825, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9552267852009111, + "FN": 15972, + "FP": 4274, + "IoU": 0.9142910362461794, + "TN": 101380982, + "TP": 215972, + "n_pred": 220246, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9344896102652495, + "FN": 2927, + "FP": 8019, + "IoU": 0.8770347237044609, + "TN": 101528183, + "TP": 78071, + "n_pred": 86090, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9721983937911738, + "FN": 8156, + "FP": 3479, + "IoU": 0.9459008313649636, + "TN": 118967144, + "TP": 203433, + "n_pred": 206912, + "n_ref": 211589 + }, + "10": { + "Dice": 0.8761050833835644, + "FN": 10982, + "FP": 8750, + "IoU": 0.7795257994592057, + "TN": 119092714, + "TP": 69766, + "n_pred": 78516, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6940528930057726, + "FN": 1453, + "FP": 826, + "IoU": 0.5314555921052632, + "TN": 119177348, + "TP": 2585, + "n_pred": 3411, + "n_ref": 4038 + }, + "12": { + "Dice": 0.7383143172616857, + "FN": 1126, + "FP": 1007, + "IoU": 0.5851808634772462, + "TN": 119177070, + "TP": 3009, + "n_pred": 4016, + "n_ref": 4135 + }, + "13": { + "Dice": 0.7246063825130233, + "FN": 8246, + "FP": 10627, + "IoU": 0.5681433344011716, + "TN": 119138510, + "TP": 24829, + "n_pred": 35456, + "n_ref": 33075 + }, + "14": { + "Dice": 0.48258814525220556, + "FN": 42537, + "FP": 7490, + "IoU": 0.3180337254795043, + "TN": 119108855, + "TP": 23330, + "n_pred": 30820, + "n_ref": 65867 + }, + "15": { + "Dice": 0.6990683935469212, + "FN": 5337, + "FP": 7907, + "IoU": 0.5373598351206903, + "TN": 119153585, + "TP": 15383, + "n_pred": 23290, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9517735963043784, + "FN": 10735, + "FP": 7785, + "IoU": 0.9079847568700906, + "TN": 118980941, + "TP": 182751, + "n_pred": 190536, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9671078225517652, + "FN": 9310, + "FP": 3457, + "IoU": 0.9363105304379493, + "TN": 118981755, + "TP": 187690, + "n_pred": 191147, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8734485155396684, + "FN": 8151, + "FP": 2045, + "IoU": 0.7753294257635186, + "TN": 119136830, + "TP": 35186, + "n_pred": 37231, + "n_ref": 43337 + }, + "5": { + "Dice": 0.842597372798715, + "FN": 3033, + "FP": 2455, + "IoU": 0.7280071368389751, + "TN": 119162035, + "TP": 14689, + "n_pred": 17144, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9732992966368142, + "FN": 43572, + "FP": 49445, + "IoU": 0.9479873671543777, + "TN": 117393858, + "TP": 1695337, + "n_pred": 1744782, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.9443952197474857, + "FN": 17839, + "FP": 15108, + "IoU": 0.8946484872127751, + "TN": 118869478, + "TP": 279787, + "n_pred": 294895, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9644761068123563, + "FN": 2017, + "FP": 3887, + "IoU": 0.9313895248166785, + "TN": 119096161, + "TP": 80147, + "n_pred": 84034, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9292886033785391, + "FN": 7405, + "FP": 4483, + "IoU": 0.8679169814674903, + "TN": 119092208, + "TP": 78116, + "n_pred": 82599, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 24890, + "IoU": 0.0, + "TN": 61307590, + "TP": 0, + "n_pred": 24890, + "n_ref": 0 + }, + "10": { + "Dice": 0.7487933808319926, + "FN": 6735, + "FP": 11846, + "IoU": 0.5984570168993387, + "TN": 61286206, + "TP": 27693, + "n_pred": 39539, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8479082814977437, + "FN": 388, + "FP": 859, + "IoU": 0.7359728985814101, + "TN": 61327757, + "TP": 3476, + "n_pred": 4335, + "n_ref": 3864 + }, + "12": { + "Dice": 0.7972443031266561, + "FN": 1089, + "FP": 824, + "IoU": 0.6628480789566443, + "TN": 61326806, + "TP": 3761, + "n_pred": 4585, + "n_ref": 4850 + }, + "13": { + "Dice": 0.511255109161599, + "FN": 27054, + "FP": 21972, + "IoU": 0.34341351047302726, + "TN": 61257812, + "TP": 25642, + "n_pred": 47614, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9376293881016005, + "FN": 27587, + "FP": 4740, + "IoU": 0.8825821964578884, + "TN": 61057164, + "TP": 242989, + "n_pred": 247729, + "n_ref": 270576 + }, + "15": { + "Dice": 0.7229305002213369, + "FN": 32904, + "FP": 17168, + "IoU": 0.5660854795660162, + "TN": 61217084, + "TP": 65324, + "n_pred": 82492, + "n_ref": 98228 + }, + "2": { + "Dice": 0.9596645367412141, + "FN": 7150, + "FP": 5778, + "IoU": 0.9224568138195778, + "TN": 61165760, + "TP": 153792, + "n_pred": 159570, + "n_ref": 160942 + }, + "3": { + "Dice": 0.9622526159031234, + "FN": 5876, + "FP": 3756, + "IoU": 0.9272513047484535, + "TN": 61200079, + "TP": 122769, + "n_pred": 126525, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9542405197373067, + "FN": 1650, + "FP": 2238, + "IoU": 0.9124856506178675, + "TN": 61288053, + "TP": 40539, + "n_pred": 42777, + "n_ref": 42189 + }, + "5": { + "Dice": 0.6799830004249894, + "FN": 2172, + "FP": 3852, + "IoU": 0.51513200257566, + "TN": 61320056, + "TP": 6400, + "n_pred": 10252, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9697494200949751, + "FN": 28404, + "FP": 45070, + "IoU": 0.941275296524825, + "TN": 60081320, + "TP": 1177686, + "n_pred": 1222756, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.5605951293987337, + "FN": 110595, + "FP": 36186, + "IoU": 0.3894631321933506, + "TN": 61092067, + "TP": 93632, + "n_pred": 129818, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9362079544142929, + "FN": 5157, + "FP": 5344, + "IoU": 0.8800666994072432, + "TN": 61244923, + "TP": 77056, + "n_pred": 82400, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8835933849606668, + "FN": 5697, + "FP": 9500, + "IoU": 0.7914619754645004, + "TN": 61259606, + "TP": 57677, + "n_pred": 67177, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9797992295363158, + "FN": 2933, + "FP": 4251, + "IoU": 0.9603984410744899, + "TN": 148926093, + "TP": 174223, + "n_pred": 178474, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8801328691253014, + "FN": 9476, + "FP": 7773, + "IoU": 0.7859261557555073, + "TN": 149026925, + "TP": 63326, + "n_pred": 71099, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8390263054574009, + "FN": 467, + "FP": 353, + "IoU": 0.7226919174839365, + "TN": 149104543, + "TP": 2137, + "n_pred": 2490, + "n_ref": 2604 + }, + "12": { + "Dice": 0.4944200202908353, + "FN": 1366, + "FP": 129, + "IoU": 0.3283917340521114, + "TN": 149105274, + "TP": 731, + "n_pred": 860, + "n_ref": 2097 + }, + "13": { + "Dice": 0.6320588042838136, + "FN": 40900, + "FP": 9707, + "IoU": 0.4620511512213789, + "TN": 149013426, + "TP": 43467, + "n_pred": 53174, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9185347632491815, + "FN": 3434, + "FP": 12465, + "IoU": 0.8493428471254892, + "TN": 149001969, + "TP": 89632, + "n_pred": 102097, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8843836687807799, + "FN": 1858, + "FP": 7603, + "IoU": 0.7927310169565789, + "TN": 149061854, + "TP": 36185, + "n_pred": 43788, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9712175904485792, + "FN": 3910, + "FP": 5164, + "IoU": 0.9440456810221499, + "TN": 148945332, + "TP": 153094, + "n_pred": 158258, + "n_ref": 157004 + }, + "3": { + "Dice": 0.822192833886298, + "FN": 6930, + "FP": 16061, + "IoU": 0.6980708366711755, + "TN": 149031353, + "TP": 53156, + "n_pred": 69217, + "n_ref": 60086 + }, + "4": { + "Dice": 0.926763906435435, + "FN": 1625, + "FP": 2201, + "IoU": 0.8635228650923878, + "TN": 149079466, + "TP": 24208, + "n_pred": 26409, + "n_ref": 25833 + }, + "5": { + "Dice": 0.4709768968116713, + "FN": 23095, + "FP": 765, + "IoU": 0.3080247092601723, + "TN": 149073019, + "TP": 10621, + "n_pred": 11386, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9755876940586456, + "FN": 24280, + "FP": 29859, + "IoU": 0.9523389053415922, + "TN": 147971584, + "TP": 1081777, + "n_pred": 1111636, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.952910895051342, + "FN": 13204, + "FP": 12683, + "IoU": 0.9100571198265559, + "TN": 148819684, + "TP": 261929, + "n_pred": 274612, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9696217222313461, + "FN": 7666, + "FP": 6207, + "IoU": 0.941034708467574, + "TN": 148872226, + "TP": 221401, + "n_pred": 227608, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8922509857706155, + "FN": 14624, + "FP": 2974, + "IoU": 0.8054631277567128, + "TN": 149017039, + "TP": 72863, + "n_pred": 75837, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9561806485953552, + "FN": 40858, + "FP": 2609, + "IoU": 0.9160403544048537, + "TN": 100195087, + "TP": 474246, + "n_pred": 476855, + "n_ref": 515104 + }, + "10": { + "Dice": 0.4764866204162537, + "FN": 19240, + "FP": 23018, + "IoU": 0.3127551269332726, + "TN": 100651311, + "TP": 19231, + "n_pred": 42249, + "n_ref": 38471 + }, + "11": { + "Dice": 0.549129702414374, + "FN": 1525, + "FP": 1687, + "IoU": 0.3784829721362229, + "TN": 100707632, + "TP": 1956, + "n_pred": 3643, + "n_ref": 3481 + }, + "12": { + "Dice": 0.5012256103539563, + "FN": 3317, + "FP": 1770, + "IoU": 0.334423655632605, + "TN": 100705157, + "TP": 2556, + "n_pred": 4326, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 261, + "IoU": 0.0, + "TN": 100673384, + "TP": 0, + "n_pred": 261, + "n_ref": 39155 + }, + "14": { + "Dice": 0.8605190382864357, + "FN": 26783, + "FP": 14424, + "IoU": 0.7551850949684825, + "TN": 100544481, + "TP": 127112, + "n_pred": 141536, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8681504253127761, + "FN": 12240, + "FP": 12979, + "IoU": 0.7670192618596702, + "TN": 100604555, + "TP": 83026, + "n_pred": 96005, + "n_ref": 95266 + }, + "2": { + "Dice": 0.7991023065317958, + "FN": 73459, + "FP": 6838, + "IoU": 0.6654208021867213, + "TN": 100472806, + "TP": 159697, + "n_pred": 166535, + "n_ref": 233156 + }, + "3": { + "Dice": 0.8379741069570373, + "FN": 10544, + "FP": 71980, + "IoU": 0.7211320435921263, + "TN": 100416875, + "TP": 213401, + "n_pred": 285381, + "n_ref": 223945 + }, + "4": { + "Dice": 0.6597010755692135, + "FN": 10424, + "FP": 38300, + "IoU": 0.4922044355511089, + "TN": 100616848, + "TP": 47228, + "n_pred": 85528, + "n_ref": 57652 + }, + "5": { + "Dice": 0.5285676787120483, + "FN": 10432, + "FP": 344, + "IoU": 0.3592198370696319, + "TN": 100695983, + "TP": 6041, + "n_pred": 6385, + "n_ref": 16473 + }, + "6": { + "Dice": 0.9087301943982543, + "FN": 258271, + "FP": 107281, + "IoU": 0.8327273326298661, + "TN": 98527434, + "TP": 1819814, + "n_pred": 1927095, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.663302667134223, + "FN": 43673, + "FP": 86909, + "IoU": 0.49622502478713926, + "TN": 100453593, + "TP": 128625, + "n_pred": 215534, + "n_ref": 172298 + }, + "8": { + "Dice": 0.938601618294398, + "FN": 3225, + "FP": 10221, + "IoU": 0.88430662272739, + "TN": 100596579, + "TP": 102775, + "n_pred": 112996, + "n_ref": 106000 + }, + "9": { + "Dice": 0.8033446536997015, + "FN": 23794, + "FP": 14424, + "IoU": 0.6713250027950016, + "TN": 100596521, + "TP": 78061, + "n_pred": 92485, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9702539268329402, + "FN": 497, + "FP": 4245, + "IoU": 0.9422263916470717, + "TN": 78868621, + "TP": 77337, + "n_pred": 81582, + "n_ref": 77834 + }, + "10": { + "Dice": 0.7431204915842907, + "FN": 11129, + "FP": 8101, + "IoU": 0.5912424274630673, + "TN": 78903655, + "TP": 27815, + "n_pred": 35916, + "n_ref": 38944 + }, + "11": { + "Dice": 0.5699725597804782, + "FN": 641, + "FP": 456, + "IoU": 0.3985745614035088, + "TN": 78948876, + "TP": 727, + "n_pred": 1183, + "n_ref": 1368 + }, + "12": { + "Dice": 0.3924150645246247, + "FN": 1815, + "FP": 492, + "IoU": 0.24410222804718218, + "TN": 78947648, + "TP": 745, + "n_pred": 1237, + "n_ref": 2560 + }, + "13": { + "Dice": 0.5360380618742159, + "FN": 36759, + "FP": 2443, + "IoU": 0.36615573664467727, + "TN": 78888852, + "TP": 22646, + "n_pred": 25089, + "n_ref": 59405 + }, + "14": { + "Dice": 0.46737702006748355, + "FN": 14110, + "FP": 15882, + "IoU": 0.30495237653820306, + "TN": 78907549, + "TP": 13159, + "n_pred": 29041, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9393649484536083, + "FN": 2170, + "FP": 5182, + "IoU": 0.8856627424145814, + "TN": 78886399, + "TP": 56949, + "n_pred": 62131, + "n_ref": 59119 + }, + "2": { + "Dice": 0.9206731279027845, + "FN": 13296, + "FP": 1666, + "IoU": 0.8530067690373034, + "TN": 78848913, + "TP": 86825, + "n_pred": 88491, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9565389151285939, + "FN": 2352, + "FP": 5129, + "IoU": 0.9166982161548226, + "TN": 78860894, + "TP": 82325, + "n_pred": 87454, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8919949174078781, + "FN": 280, + "FP": 3800, + "IoU": 0.805045871559633, + "TN": 78929772, + "TP": 16848, + "n_pred": 20648, + "n_ref": 17128 + }, + "5": { + "Dice": 0.4704317225989185, + "FN": 23836, + "FP": 844, + "IoU": 0.30755849840076316, + "TN": 78915058, + "TP": 10962, + "n_pred": 11806, + "n_ref": 34798 + }, + "6": { + "Dice": 0.963747398953721, + "FN": 24631, + "FP": 26712, + "IoU": 0.9300313436903789, + "TN": 78216900, + "TP": 682457, + "n_pred": 709169, + "n_ref": 707088 + }, + "7": { + "Dice": 0.6814739434434519, + "FN": 340074, + "FP": 16127, + "IoU": 0.516845260702078, + "TN": 78213460, + "TP": 381039, + "n_pred": 397166, + "n_ref": 721113 + }, + "8": { + "Dice": 0.9181919349877361, + "FN": 46042, + "FP": 4755, + "IoU": 0.8487567847604529, + "TN": 78614837, + "TP": 285066, + "n_pred": 289821, + "n_ref": 331108 + }, + "9": { + "Dice": 0.6324250774666408, + "FN": 29393, + "FP": 2754, + "IoU": 0.46244272766797095, + "TN": 78890898, + "TP": 27655, + "n_pred": 30409, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9830162582884727, + "FN": 3212, + "FP": 1798, + "IoU": 0.9665997773318489, + "TN": 104854441, + "TP": 144989, + "n_pred": 146787, + "n_ref": 148201 + }, + "10": { + "Dice": 0.8973990206296618, + "FN": 10173, + "FP": 7448, + "IoU": 0.8138928201770136, + "TN": 104909758, + "TP": 77061, + "n_pred": 84509, + "n_ref": 87234 + }, + "11": { + "Dice": 0.878847093307279, + "FN": 733, + "FP": 259, + "IoU": 0.7838779956427016, + "TN": 104999850, + "TP": 3598, + "n_pred": 3857, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7482768663236579, + "FN": 979, + "FP": 1614, + "IoU": 0.5977974251589887, + "TN": 104997993, + "TP": 3854, + "n_pred": 5468, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8973987307059469, + "FN": 9097, + "FP": 6617, + "IoU": 0.8138923432225973, + "TN": 104920005, + "TP": 68721, + "n_pred": 75338, + "n_ref": 77818 + }, + "14": { + "Dice": 0.954886061792255, + "FN": 1779, + "FP": 4675, + "IoU": 0.9136669475768155, + "TN": 104929683, + "TP": 68303, + "n_pred": 72978, + "n_ref": 70082 + }, + "15": { + "Dice": 0.9254349951124144, + "FN": 692, + "FP": 3122, + "IoU": 0.8612182519467287, + "TN": 104976958, + "TP": 23668, + "n_pred": 26790, + "n_ref": 24360 + }, + "2": { + "Dice": 0.9155211110656422, + "FN": 25330, + "FP": 1507, + "IoU": 0.844203718861933, + "TN": 104832183, + "TP": 145420, + "n_pred": 146927, + "n_ref": 170750 + }, + "3": { + "Dice": 0.9305344436880438, + "FN": 3867, + "FP": 18480, + "IoU": 0.8700929526865594, + "TN": 104832417, + "TP": 149676, + "n_pred": 168156, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 105004374, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "5": { + "Dice": 0.7618311318737354, + "FN": 6923, + "FP": 7556, + "IoU": 0.6152885535125944, + "TN": 104966804, + "TP": 23157, + "n_pred": 30713, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9838199068394357, + "FN": 20150, + "FP": 19838, + "IoU": 0.9681550676509704, + "TN": 103748730, + "TP": 1215722, + "n_pred": 1235560, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.9146778418019905, + "FN": 11827, + "FP": 28893, + "IoU": 0.8427708168426743, + "TN": 104745455, + "TP": 218265, + "n_pred": 247158, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9681068869599174, + "FN": 14139, + "FP": 9056, + "IoU": 0.9381852390774823, + "TN": 104629206, + "TP": 352039, + "n_pred": 361095, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9315369750415068, + "FN": 7990, + "FP": 4587, + "IoU": 0.871847647772083, + "TN": 104906299, + "TP": 85564, + "n_pred": 90151, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9875597532210061, + "FN": 8656, + "FP": 1660, + "IoU": 0.9754252227357187, + "TN": 177256508, + "TP": 409464, + "n_pred": 411124, + "n_ref": 418120 + }, + "10": { + "Dice": 0.7211695267423283, + "FN": 28402, + "FP": 5281, + "IoU": 0.563928950570933, + "TN": 177599046, + "TP": 43559, + "n_pred": 48840, + "n_ref": 71961 + }, + "11": { + "Dice": 0.8196047069576146, + "FN": 1156, + "FP": 423, + "IoU": 0.6943476577622919, + "TN": 177671122, + "TP": 3587, + "n_pred": 4010, + "n_ref": 4743 + }, + "12": { + "Dice": 0.7971762150420852, + "FN": 794, + "FP": 1447, + "IoU": 0.6627539503386004, + "TN": 177669643, + "TP": 4404, + "n_pred": 5851, + "n_ref": 5198 + }, + "13": { + "Dice": 0.868025450519548, + "FN": 12008, + "FP": 7780, + "IoU": 0.7668241754357022, + "TN": 177591425, + "TP": 65075, + "n_pred": 72855, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8997606077631483, + "FN": 2578, + "FP": 13836, + "IoU": 0.8177862146290561, + "TN": 177586207, + "TP": 73667, + "n_pred": 87503, + "n_ref": 76245 + }, + "15": { + "Dice": 0.5783428818506108, + "FN": 1768, + "FP": 29438, + "IoU": 0.4068089797935636, + "TN": 177623681, + "TP": 21401, + "n_pred": 50839, + "n_ref": 23169 + }, + "2": { + "Dice": 0.974995392271303, + "FN": 8056, + "FP": 2526, + "IoU": 0.9512107408295373, + "TN": 177459396, + "TP": 206310, + "n_pred": 208836, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9800109689930072, + "FN": 6915, + "FP": 1249, + "IoU": 0.9608054000595312, + "TN": 177467994, + "TP": 200130, + "n_pred": 201379, + "n_ref": 207045 + }, + "4": { + "Dice": 0.9106761029965367, + "FN": 4194, + "FP": 1738, + "IoU": 0.8360012164441127, + "TN": 177640117, + "TP": 30239, + "n_pred": 31977, + "n_ref": 34433 + }, + "5": { + "Dice": 0.7901819931908522, + "FN": 9016, + "FP": 2755, + "IoU": 0.6531412069778406, + "TN": 177642352, + "TP": 22165, + "n_pred": 24920, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9632903738720713, + "FN": 95301, + "FP": 35050, + "IoU": 0.929180504930705, + "TN": 175835679, + "TP": 1710258, + "n_pred": 1745308, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8783800889030083, + "FN": 14278, + "FP": 83726, + "IoU": 0.7831352494838608, + "TN": 177224375, + "TP": 353909, + "n_pred": 437635, + "n_ref": 368187 + }, + "8": { + "Dice": 0.9354839496119968, + "FN": 7588, + "FP": 18875, + "IoU": 0.8787880175888604, + "TN": 177457968, + "TP": 191857, + "n_pred": 210732, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9528272414870353, + "FN": 7124, + "FP": 5560, + "IoU": 0.9099045346062052, + "TN": 177535504, + "TP": 128100, + "n_pred": 133660, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9780449738221302, + "FN": 5018, + "FP": 3155, + "IoU": 0.9570332830398965, + "TN": 193815318, + "TP": 182044, + "n_pred": 185199, + "n_ref": 187062 + }, + "10": { + "Dice": 0.9154994974756232, + "FN": 9164, + "FP": 5213, + "IoU": 0.8441669647405673, + "TN": 193913276, + "TP": 77882, + "n_pred": 83095, + "n_ref": 87046 + }, + "11": { + "Dice": 0.7932521087160262, + "FN": 996, + "FP": 107, + "IoU": 0.6573470021745884, + "TN": 194002316, + "TP": 2116, + "n_pred": 2223, + "n_ref": 3112 + }, + "12": { + "Dice": 0.8233191255327925, + "FN": 956, + "FP": 329, + "IoU": 0.6996961906987614, + "TN": 194001256, + "TP": 2994, + "n_pred": 3323, + "n_ref": 3950 + }, + "13": { + "Dice": 0.8093198798428715, + "FN": 14340, + "FP": 10416, + "IoU": 0.6797122637237525, + "TN": 193928242, + "TP": 52537, + "n_pred": 62953, + "n_ref": 66877 + }, + "14": { + "Dice": 0.9061984544647119, + "FN": 910, + "FP": 14615, + "IoU": 0.8284852569130661, + "TN": 193915018, + "TP": 74992, + "n_pred": 89607, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7983162447624013, + "FN": 294, + "FP": 10151, + "IoU": 0.6643313944146286, + "TN": 193974418, + "TP": 20672, + "n_pred": 30823, + "n_ref": 20966 + }, + "2": { + "Dice": 0.970979064353943, + "FN": 5837, + "FP": 2117, + "IoU": 0.9435950530436262, + "TN": 193864519, + "TP": 133062, + "n_pred": 135179, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9641226255407185, + "FN": 6399, + "FP": 3139, + "IoU": 0.9307304602960187, + "TN": 193867841, + "TP": 128156, + "n_pred": 131295, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9337236911869798, + "FN": 777, + "FP": 2098, + "IoU": 0.8756864271198167, + "TN": 193982408, + "TP": 20252, + "n_pred": 22350, + "n_ref": 21029 + }, + "5": { + "Dice": 0.6707460578959755, + "FN": 11595, + "FP": 3794, + "IoU": 0.5046033994334278, + "TN": 193974471, + "TP": 15675, + "n_pred": 19469, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9716547182200244, + "FN": 27479, + "FP": 51736, + "IoU": 0.9448720536143027, + "TN": 192568605, + "TP": 1357715, + "n_pred": 1409451, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9560454847407291, + "FN": 16145, + "FP": 11976, + "IoU": 0.915792279037455, + "TN": 193671587, + "TP": 305827, + "n_pred": 317803, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9600393933916339, + "FN": 10369, + "FP": 8864, + "IoU": 0.9231497686461605, + "TN": 193755269, + "TP": 231033, + "n_pred": 239897, + "n_ref": 241402 + }, + "9": { + "Dice": 0.910093843227232, + "FN": 12541, + "FP": 4426, + "IoU": 0.8350203708565483, + "TN": 193902692, + "TP": 85876, + "n_pred": 90302, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9756937683097281, + "FN": 1715, + "FP": 3902, + "IoU": 0.9525410840268683, + "TN": 99537445, + "TP": 112738, + "n_pred": 116640, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8649303182480017, + "FN": 13470, + "FP": 4712, + "IoU": 0.7620063615063418, + "TN": 99579403, + "TP": 58215, + "n_pred": 62927, + "n_ref": 71685 + }, + "11": { + "Dice": 0.8253074529559935, + "FN": 857, + "FP": 322, + "IoU": 0.7025731584258325, + "TN": 99651836, + "TP": 2785, + "n_pred": 3107, + "n_ref": 3642 + }, + "12": { + "Dice": 0.7129596572652624, + "FN": 1571, + "FP": 37, + "IoU": 0.5539528432732316, + "TN": 99652195, + "TP": 1997, + "n_pred": 2034, + "n_ref": 3568 + }, + "13": { + "Dice": 0.7372961940765823, + "FN": 13641, + "FP": 9013, + "IoU": 0.5839027257365367, + "TN": 99601356, + "TP": 31790, + "n_pred": 40803, + "n_ref": 45431 + }, + "14": { + "Dice": 0.6416011715889676, + "FN": 21282, + "FP": 15427, + "IoU": 0.4723216467578018, + "TN": 99586233, + "TP": 32858, + "n_pred": 48285, + "n_ref": 54140 + }, + "15": { + "Dice": 0.8730147545835036, + "FN": 6972, + "FP": 2039, + "IoU": 0.7746461261441504, + "TN": 99615814, + "TP": 30975, + "n_pred": 33014, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9643459003520413, + "FN": 5454, + "FP": 2628, + "IoU": 0.931146703015846, + "TN": 99538420, + "TP": 109298, + "n_pred": 111926, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9694566932319268, + "FN": 3989, + "FP": 3561, + "IoU": 0.9407238753238596, + "TN": 99528430, + "TP": 119820, + "n_pred": 123381, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8884380179459336, + "FN": 3361, + "FP": 543, + "IoU": 0.7992698853411486, + "TN": 99636351, + "TP": 15545, + "n_pred": 16088, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8675487060191917, + "FN": 999, + "FP": 823, + "IoU": 0.7660803697522146, + "TN": 99648011, + "TP": 5967, + "n_pred": 6790, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9716983538299062, + "FN": 39765, + "FP": 36798, + "IoU": 0.9449545835592053, + "TN": 98264894, + "TP": 1314343, + "n_pred": 1351141, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9029352614583921, + "FN": 14995, + "FP": 17680, + "IoU": 0.8230464709482109, + "TN": 99471147, + "TP": 151978, + "n_pred": 169658, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9699213786531131, + "FN": 3216, + "FP": 2844, + "IoU": 0.941599367808338, + "TN": 99552034, + "TP": 97706, + "n_pred": 100550, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9438239778463793, + "FN": 7941, + "FP": 2486, + "IoU": 0.89362375025505, + "TN": 99557780, + "TP": 87593, + "n_pred": 90079, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9753195300611871, + "FN": 20046, + "FP": 1558, + "IoU": 0.9518279684977569, + "TN": 62635044, + "TP": 426872, + "n_pred": 428430, + "n_ref": 446918 + }, + "10": { + "Dice": 0.9119951778179626, + "FN": 8812, + "FP": 3160, + "IoU": 0.8382271468144045, + "TN": 63009515, + "TP": 62033, + "n_pred": 65193, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7719580983078163, + "FN": 1150, + "FP": 265, + "IoU": 0.6286089238845144, + "TN": 63079710, + "TP": 2395, + "n_pred": 2660, + "n_ref": 3545 + }, + "12": { + "Dice": 0.8538602941176471, + "FN": 715, + "FP": 239, + "IoU": 0.7449879711307137, + "TN": 63079779, + "TP": 2787, + "n_pred": 3026, + "n_ref": 3502 + }, + "13": { + "Dice": 0.7962969144662906, + "FN": 9873, + "FP": 8434, + "IoU": 0.6615393148329605, + "TN": 63029431, + "TP": 35782, + "n_pred": 44216, + "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": 0.9788907486552806, + "FN": 3496, + "FP": 1700, + "IoU": 0.9586542746196448, + "TN": 62957848, + "TP": 120476, + "n_pred": 122176, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9860301491788893, + "FN": 1740, + "FP": 1826, + "IoU": 0.9724452343236873, + "TN": 62954105, + "TP": 125849, + "n_pred": 127675, + "n_ref": 127589 + }, + "4": { + "Dice": 0.17761667421839603, + "FN": 16265, + "FP": 70, + "IoU": 0.09746394828443561, + "TN": 63065421, + "TP": 1764, + "n_pred": 1834, + "n_ref": 18029 + }, + "5": { + "Dice": 0.661558560785283, + "FN": 7586, + "FP": 1999, + "IoU": 0.4942753126154171, + "TN": 63064567, + "TP": 9368, + "n_pred": 11367, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9288046777047375, + "FN": 138855, + "FP": 13042, + "IoU": 0.867073126976112, + "TN": 61940809, + "TP": 990814, + "n_pred": 1003856, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.8900717969704447, + "FN": 8760, + "FP": 27772, + "IoU": 0.8019183534042911, + "TN": 62899091, + "TP": 147897, + "n_pred": 175669, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9503593316795564, + "FN": 7753, + "FP": 3133, + "IoU": 0.905413976766211, + "TN": 62968429, + "TP": 104205, + "n_pred": 107338, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9197304619027022, + "FN": 2488, + "FP": 4564, + "IoU": 0.8513897962194171, + "TN": 63036067, + "TP": 40401, + "n_pred": 44965, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9815925947293859, + "FN": 6239, + "FP": 5247, + "IoU": 0.9638506060043369, + "TN": 109291081, + "TP": 306251, + "n_pred": 311498, + "n_ref": 312490 + }, + "10": { + "Dice": 0.7083899124498714, + "FN": 20892, + "FP": 34299, + "IoU": 0.5484549240347877, + "TN": 109486591, + "TP": 67036, + "n_pred": 101335, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7363391325655476, + "FN": 1461, + "FP": 691, + "IoU": 0.5827031219701376, + "TN": 109603661, + "TP": 3005, + "n_pred": 3696, + "n_ref": 4466 + }, + "12": { + "Dice": 0.8355044699872286, + "FN": 810, + "FP": 478, + "IoU": 0.7174819039262996, + "TN": 109604259, + "TP": 3271, + "n_pred": 3749, + "n_ref": 4081 + }, + "13": { + "Dice": 0.6383082015446856, + "FN": 37390, + "FP": 11782, + "IoU": 0.46876114130141205, + "TN": 109516257, + "TP": 43389, + "n_pred": 55171, + "n_ref": 80779 + }, + "14": { + "Dice": 0.6750140891159307, + "FN": 22655, + "FP": 48851, + "IoU": 0.5094500126914872, + "TN": 109463051, + "TP": 74261, + "n_pred": 123112, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8890267340526139, + "FN": 16115, + "FP": 5711, + "IoU": 0.8002233368725515, + "TN": 109499566, + "TP": 87426, + "n_pred": 93137, + "n_ref": 103541 + }, + "2": { + "Dice": 0.862914471353519, + "FN": 42338, + "FP": 12223, + "IoU": 0.7588826430503262, + "TN": 109382534, + "TP": 171723, + "n_pred": 183946, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8886631378210269, + "FN": 21308, + "FP": 34915, + "IoU": 0.7996343575598178, + "TN": 109328216, + "TP": 224379, + "n_pred": 259294, + "n_ref": 245687 + }, + "4": { + "Dice": 0.4998204152000575, + "FN": 32895, + "FP": 1920, + "IoU": 0.3331737215092894, + "TN": 109556608, + "TP": 17395, + "n_pred": 19315, + "n_ref": 50290 + }, + "5": { + "Dice": 0.7809552938777591, + "FN": 2892, + "FP": 1405, + "IoU": 0.6406289202977336, + "TN": 109596861, + "TP": 7660, + "n_pred": 9065, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9682911031525093, + "FN": 38809, + "FP": 40548, + "IoU": 0.9385313106354303, + "TN": 108317803, + "TP": 1211658, + "n_pred": 1252206, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.8655118858939209, + "FN": 273156, + "FP": 14249, + "IoU": 0.7629096110679854, + "TN": 108396601, + "TP": 924812, + "n_pred": 939061, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9535198906873146, + "FN": 3585, + "FP": 4783, + "IoU": 0.9111686712455281, + "TN": 109514617, + "TP": 85833, + "n_pred": 90616, + "n_ref": 89418 + }, + "9": { + "Dice": 0.8020705579849275, + "FN": 7787, + "FP": 15614, + "IoU": 0.6695474122714115, + "TN": 109538003, + "TP": 47414, + "n_pred": 63028, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9498360298249587, + "FN": 2152, + "FP": 3829, + "IoU": 0.9044644996406038, + "TN": 67004747, + "TP": 56624, + "n_pred": 60453, + "n_ref": 58776 + }, + "10": { + "Dice": 0.7668434408234255, + "FN": 25005, + "FP": 7705, + "IoU": 0.6218540826117617, + "TN": 66980851, + "TP": 53791, + "n_pred": 61496, + "n_ref": 78796 + }, + "11": { + "Dice": 0.34183142559833507, + "FN": 2469, + "FP": 61, + "IoU": 0.20614998431126452, + "TN": 67064165, + "TP": 657, + "n_pred": 718, + "n_ref": 3126 + }, + "12": { + "Dice": 0.7136914451076144, + "FN": 1338, + "FP": 245, + "IoU": 0.5548368953880765, + "TN": 67063796, + "TP": 1973, + "n_pred": 2218, + "n_ref": 3311 + }, + "13": { + "Dice": 0.5494767762070865, + "FN": 20253, + "FP": 9195, + "IoU": 0.3788128085052525, + "TN": 67019946, + "TP": 17958, + "n_pred": 27153, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8613416434311957, + "FN": 9831, + "FP": 11304, + "IoU": 0.7564530997925789, + "TN": 66980572, + "TP": 65645, + "n_pred": 76949, + "n_ref": 75476 + }, + "15": { + "Dice": 0.3564922637028155, + "FN": 15902, + "FP": 39912, + "IoU": 0.2169093919241238, + "TN": 66996078, + "TP": 15460, + "n_pred": 55372, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9459067415888575, + "FN": 11706, + "FP": 3658, + "IoU": 0.8973653270628473, + "TN": 66917656, + "TP": 134332, + "n_pred": 137990, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9587725822612074, + "FN": 4394, + "FP": 9020, + "IoU": 0.9208099651691363, + "TN": 66897962, + "TP": 155976, + "n_pred": 164996, + "n_ref": 160370 + }, + "4": { + "Dice": 0.18321989165161828, + "FN": 11720, + "FP": 40, + "IoU": 0.10084868873767107, + "TN": 67054273, + "TP": 1319, + "n_pred": 1359, + "n_ref": 13039 + }, + "5": { + "Dice": 0.6857063635103285, + "FN": 3975, + "FP": 559, + "IoU": 0.5217299578059071, + "TN": 67057872, + "TP": 4946, + "n_pred": 5505, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9676848665615821, + "FN": 48802, + "FP": 20061, + "IoU": 0.9373928902295888, + "TN": 65967429, + "TP": 1031060, + "n_pred": 1051121, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.9168224171978805, + "FN": 48211, + "FP": 6840, + "IoU": 0.8464193053424467, + "TN": 66708902, + "TP": 303399, + "n_pred": 310239, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9412876467808831, + "FN": 5032, + "FP": 5033, + "IoU": 0.8890872425534728, + "TN": 66976605, + "TP": 80682, + "n_pred": 85715, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9216499845961235, + "FN": 7041, + "FP": 4912, + "IoU": 0.8546853724956234, + "TN": 66985096, + "TP": 70303, + "n_pred": 75215, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9170550525883466, + "FN": 26149, + "FP": 1721, + "IoU": 0.8468159482900769, + "TN": 74337342, + "TP": 154068, + "n_pred": 155789, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7623679295503966, + "FN": 13902, + "FP": 12435, + "IoU": 0.6159891519888021, + "TN": 74450696, + "TP": 42247, + "n_pred": 54682, + "n_ref": 56149 + }, + "11": { + "Dice": 0.7513593672763222, + "FN": 1107, + "FP": 402, + "IoU": 0.601741884402217, + "TN": 74515491, + "TP": 2280, + "n_pred": 2682, + "n_ref": 3387 + }, + "12": { + "Dice": 0.5525467440361057, + "FN": 1344, + "FP": 44, + "IoU": 0.38173719376391985, + "TN": 74517035, + "TP": 857, + "n_pred": 901, + "n_ref": 2201 + }, + "13": { + "Dice": 0.579873257287706, + "FN": 14295, + "FP": 27140, + "IoU": 0.4083250035698986, + "TN": 74449250, + "TP": 28595, + "n_pred": 55735, + "n_ref": 42890 + }, + "14": { + "Dice": 0.7447357112161581, + "FN": 5930, + "FP": 11890, + "IoU": 0.5932899691886341, + "TN": 74475465, + "TP": 25995, + "n_pred": 37885, + "n_ref": 31925 + }, + "15": { + "Dice": 0.8486804939068678, + "FN": 4069, + "FP": 5306, + "IoU": 0.7371372494041778, + "TN": 74483615, + "TP": 26290, + "n_pred": 31596, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9687177554822283, + "FN": 3368, + "FP": 5515, + "IoU": 0.939333301462202, + "TN": 74372857, + "TP": 137540, + "n_pred": 143055, + "n_ref": 140908 + }, + "3": { + "Dice": 0.971243413085458, + "FN": 7269, + "FP": 1517, + "IoU": 0.9440944781684674, + "TN": 74362122, + "TP": 148372, + "n_pred": 149889, + "n_ref": 155641 + }, + "4": { + "Dice": 0.6821606810842549, + "FN": 6307, + "FP": 189, + "IoU": 0.517635702086582, + "TN": 74505813, + "TP": 6971, + "n_pred": 7160, + "n_ref": 13278 + }, + "5": { + "Dice": 0.7139844018246922, + "FN": 2876, + "FP": 2955, + "IoU": 0.5551910900907774, + "TN": 74506171, + "TP": 7278, + "n_pred": 10233, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9732020584970665, + "FN": 53163, + "FP": 32351, + "IoU": 0.9478028920398709, + "TN": 72880990, + "TP": 1552776, + "n_pred": 1585127, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.7313556122849443, + "FN": 69355, + "FP": 2520, + "IoU": 0.5764859083972165, + "TN": 74349569, + "TP": 97836, + "n_pred": 100356, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9646037017978825, + "FN": 2518, + "FP": 2022, + "IoU": 0.9316275357298835, + "TN": 74452879, + "TP": 61861, + "n_pred": 63883, + "n_ref": 64379 + }, + "9": { + "Dice": 0.935614513596165, + "FN": 7958, + "FP": 3727, + "IoU": 0.8790184811306103, + "TN": 74422695, + "TP": 84900, + "n_pred": 88627, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9519042668162355, + "FN": 4590, + "FP": 23536, + "IoU": 0.9082226333702061, + "TN": 65744721, + "TP": 278333, + "n_pred": 301869, + "n_ref": 282923 + }, + "10": { + "Dice": 0.8406764090848654, + "FN": 13983, + "FP": 12379, + "IoU": 0.7251438818917341, + "TN": 65955268, + "TP": 69550, + "n_pred": 81929, + "n_ref": 83533 + }, + "11": { + "Dice": 0.7394300031318509, + "FN": 1276, + "FP": 388, + "IoU": 0.586583850931677, + "TN": 66047155, + "TP": 2361, + "n_pred": 2749, + "n_ref": 3637 + }, + "12": { + "Dice": 0.8071157964091583, + "FN": 576, + "FP": 595, + "IoU": 0.6766086716376691, + "TN": 66047559, + "TP": 2450, + "n_pred": 3045, + "n_ref": 3026 + }, + "13": { + "Dice": 0.83238988513346, + "FN": 7335, + "FP": 8891, + "IoU": 0.7129005431993913, + "TN": 65994663, + "TP": 40291, + "n_pred": 49182, + "n_ref": 47626 + }, + "14": { + "Dice": 0.9156226877248488, + "FN": 4840, + "FP": 5081, + "IoU": 0.8443764705882353, + "TN": 65987430, + "TP": 53829, + "n_pred": 58910, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8391587456028741, + "FN": 2172, + "FP": 6424, + "IoU": 0.7228884590586718, + "TN": 66020160, + "TP": 22424, + "n_pred": 28848, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9695755184686519, + "FN": 4605, + "FP": 4140, + "IoU": 0.9409476733585884, + "TN": 65903091, + "TP": 139344, + "n_pred": 143484, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9707241224709133, + "FN": 4185, + "FP": 5022, + "IoU": 0.943113642963503, + "TN": 65889331, + "TP": 152642, + "n_pred": 157664, + "n_ref": 156827 + }, + "4": { + "Dice": 0.9181081787300758, + "FN": 3176, + "FP": 1525, + "IoU": 0.8486136605158922, + "TN": 66020127, + "TP": 26352, + "n_pred": 27877, + "n_ref": 29528 + }, + "5": { + "Dice": 0.7454987297028609, + "FN": 3230, + "FP": 1378, + "IoU": 0.5942590472836137, + "TN": 66039823, + "TP": 6749, + "n_pred": 8127, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9776411689324689, + "FN": 21406, + "FP": 24429, + "IoU": 0.9562603062875988, + "TN": 65003276, + "TP": 1002069, + "n_pred": 1026498, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.9338021709218773, + "FN": 115304, + "FP": 6802, + "IoU": 0.8758244909664468, + "TN": 65067846, + "TP": 861228, + "n_pred": 868030, + "n_ref": 976532 + }, + "8": { + "Dice": 0.964237854394773, + "FN": 3228, + "FP": 2563, + "IoU": 0.9309452546475716, + "TN": 65967319, + "TP": 78070, + "n_pred": 80633, + "n_ref": 81298 + }, + "9": { + "Dice": 0.9148845390920319, + "FN": 8973, + "FP": 2398, + "IoU": 0.8431218354648676, + "TN": 65978697, + "TP": 61112, + "n_pred": 63510, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9862767990503336, + "FN": 2433, + "FP": 1775, + "IoU": 0.9729251516847788, + "TN": 113317119, + "TP": 151213, + "n_pred": 152988, + "n_ref": 153646 + }, + "10": { + "Dice": 0.9026241753977493, + "FN": 6132, + "FP": 9928, + "IoU": 0.8225296704753906, + "TN": 113382046, + "TP": 74434, + "n_pred": 84362, + "n_ref": 80566 + }, + "11": { + "Dice": 0.7235000804246421, + "FN": 981, + "FP": 738, + "IoU": 0.5667842741935484, + "TN": 113468572, + "TP": 2249, + "n_pred": 2987, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8744198040226921, + "FN": 692, + "FP": 282, + "IoU": 0.7768613974799542, + "TN": 113468175, + "TP": 3391, + "n_pred": 3673, + "n_ref": 4083 + }, + "13": { + "Dice": 0.7557798808271995, + "FN": 22970, + "FP": 11868, + "IoU": 0.6074326151627152, + "TN": 113383796, + "TP": 53906, + "n_pred": 65774, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9720098965894155, + "FN": 8821, + "FP": 5852, + "IoU": 0.9455440216443308, + "TN": 113203093, + "TP": 254774, + "n_pred": 260626, + "n_ref": 263595 + }, + "15": { + "Dice": 0.827217555564487, + "FN": 1301, + "FP": 7297, + "IoU": 0.7053461274845785, + "TN": 113443360, + "TP": 20582, + "n_pred": 27879, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9713179532210425, + "FN": 5411, + "FP": 1775, + "IoU": 0.9442353507213087, + "TN": 113343677, + "TP": 121677, + "n_pred": 123452, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9783782885443154, + "FN": 2560, + "FP": 2644, + "IoU": 0.9576717855283706, + "TN": 113349596, + "TP": 117740, + "n_pred": 120384, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8514648036165091, + "FN": 2086, + "FP": 8034, + "IoU": 0.741348463937024, + "TN": 113433414, + "TP": 29006, + "n_pred": 37040, + "n_ref": 31092 + }, + "5": { + "Dice": 0.7488072674988563, + "FN": 9911, + "FP": 5463, + "IoU": 0.5984747577633263, + "TN": 113434251, + "TP": 22915, + "n_pred": 28378, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9702680319163326, + "FN": 31824, + "FP": 36314, + "IoU": 0.9422529959150465, + "TN": 112292600, + "TP": 1111802, + "n_pred": 1148116, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.9190026457296162, + "FN": 19859, + "FP": 15072, + "IoU": 0.850143288602121, + "TN": 113239444, + "TP": 198165, + "n_pred": 213237, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9658349875783042, + "FN": 11442, + "FP": 2929, + "IoU": 0.9339273481285315, + "TN": 113255037, + "TP": 203132, + "n_pred": 206061, + "n_ref": 214574 + }, + "9": { + "Dice": 0.920521737436317, + "FN": 11741, + "FP": 4577, + "IoU": 0.8527468957551256, + "TN": 113361724, + "TP": 94498, + "n_pred": 99075, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8709841630944983, + "FN": 3142, + "FP": 33607, + "IoU": 0.7714543362666749, + "TN": 75035933, + "TP": 124046, + "n_pred": 157653, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8993940554660027, + "FN": 15525, + "FP": 3386, + "IoU": 0.817180808383523, + "TN": 75093287, + "TP": 84530, + "n_pred": 87916, + "n_ref": 100055 + }, + "11": { + "Dice": 0.7200660611065235, + "FN": 1364, + "FP": 331, + "IoU": 0.5625806451612904, + "TN": 75192853, + "TP": 2180, + "n_pred": 2511, + "n_ref": 3544 + }, + "12": { + "Dice": 0.6748578763983129, + "FN": 1266, + "FP": 507, + "IoU": 0.5092720730694713, + "TN": 75193115, + "TP": 1840, + "n_pred": 2347, + "n_ref": 3106 + }, + "13": { + "Dice": 0.702457771025114, + "FN": 15961, + "FP": 17331, + "IoU": 0.5413756526291138, + "TN": 75124137, + "TP": 39299, + "n_pred": 56630, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9496125878690316, + "FN": 3573, + "FP": 10168, + "IoU": 0.9040593755236552, + "TN": 75053504, + "TP": 129483, + "n_pred": 139651, + "n_ref": 133056 + }, + "15": { + "Dice": 0.8748414658567519, + "FN": 14835, + "FP": 2040, + "IoU": 0.7775272899857617, + "TN": 75120876, + "TP": 58977, + "n_pred": 61017, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9447082106737767, + "FN": 3346, + "FP": 13389, + "IoU": 0.8952104244807484, + "TN": 75037027, + "TP": 142966, + "n_pred": 156355, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9624352029724231, + "FN": 2976, + "FP": 8307, + "IoU": 0.9275904557764629, + "TN": 75040906, + "TP": 144539, + "n_pred": 152846, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9345445890193589, + "FN": 1405, + "FP": 1895, + "IoU": 0.8771315809069923, + "TN": 75169870, + "TP": 23558, + "n_pred": 25453, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8608779413788359, + "FN": 1445, + "FP": 577, + "IoU": 0.7557381009905775, + "TN": 75188450, + "TP": 6256, + "n_pred": 6833, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9841042814021608, + "FN": 22853, + "FP": 17001, + "IoU": 0.9687060033685765, + "TN": 73923193, + "TP": 1233681, + "n_pred": 1250682, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.945437293481275, + "FN": 10326, + "FP": 6005, + "IoU": 0.8965206977613596, + "TN": 75038909, + "TP": 141488, + "n_pred": 147493, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9515550056983356, + "FN": 6672, + "FP": 1277, + "IoU": 0.9075869605654762, + "TN": 75110712, + "TP": 78067, + "n_pred": 79344, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8957364737137894, + "FN": 7104, + "FP": 9222, + "IoU": 0.8111618761205251, + "TN": 75110273, + "TP": 70129, + "n_pred": 79351, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9818004617758647, + "FN": 4298, + "FP": 3545, + "IoU": 0.9642515292122847, + "TN": 86708478, + "TP": 211551, + "n_pred": 215096, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7398587826708717, + "FN": 10883, + "FP": 29865, + "IoU": 0.58712370684851, + "TN": 86829179, + "TP": 57945, + "n_pred": 87810, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6592206502854306, + "FN": 1262, + "FP": 111, + "IoU": 0.49166975194372453, + "TN": 86925171, + "TP": 1328, + "n_pred": 1439, + "n_ref": 2590 + }, + "12": { + "Dice": 0.7946783161239078, + "FN": 913, + "FP": 1155, + "IoU": 0.6593080724876441, + "TN": 86921802, + "TP": 4002, + "n_pred": 5157, + "n_ref": 4915 + }, + "13": { + "Dice": 0.6277513801972741, + "FN": 16189, + "FP": 30268, + "IoU": 0.45746184119865935, + "TN": 86842243, + "TP": 39172, + "n_pred": 69440, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8643800204722497, + "FN": 8545, + "FP": 14906, + "IoU": 0.761152529943779, + "TN": 86829688, + "TP": 74733, + "n_pred": 89639, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8856219393412401, + "FN": 31267, + "FP": 2670, + "IoU": 0.7947230572878546, + "TN": 86762549, + "TP": 131386, + "n_pred": 134056, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9489425593756524, + "FN": 6032, + "FP": 6686, + "IoU": 0.9028455750353309, + "TN": 86796967, + "TP": 118187, + "n_pred": 124873, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9590476678039805, + "FN": 11116, + "FP": 2483, + "IoU": 0.9213175648309939, + "TN": 86755038, + "TP": 159235, + "n_pred": 161718, + "n_ref": 170351 + }, + "4": { + "Dice": 0.879876278247696, + "FN": 2583, + "FP": 1223, + "IoU": 0.7855170470555086, + "TN": 86910127, + "TP": 13939, + "n_pred": 15162, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8817800167926112, + "FN": 222, + "FP": 1186, + "IoU": 0.7885568403664214, + "TN": 86921213, + "TP": 5251, + "n_pred": 6437, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9609125199683679, + "FN": 23608, + "FP": 70008, + "IoU": 0.9247657569111656, + "TN": 85683545, + "TP": 1150711, + "n_pred": 1220719, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.908003745899623, + "FN": 163174, + "FP": 11098, + "IoU": 0.8315081141442805, + "TN": 85893567, + "TP": 860033, + "n_pred": 871131, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.950045545636728, + "FN": 2240, + "FP": 3244, + "IoU": 0.9048445308162132, + "TN": 86870240, + "TP": 52148, + "n_pred": 55392, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8393682908594161, + "FN": 5291, + "FP": 12112, + "IoU": 0.7231995164779234, + "TN": 86865000, + "TP": 45469, + "n_pred": 57581, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5843217675367636, + "FN": 3410, + "FP": 117601, + "IoU": 0.41275040764034476, + "TN": 37543536, + "TP": 85053, + "n_pred": 202654, + "n_ref": 88463 + }, + "10": { + "Dice": 0.8567448556977646, + "FN": 13424, + "FP": 1899, + "IoU": 0.7493907724514662, + "TN": 37688457, + "TP": 45820, + "n_pred": 47719, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8477892756349953, + "FN": 335, + "FP": 474, + "IoU": 0.7357935989549315, + "TN": 37746538, + "TP": 2253, + "n_pred": 2727, + "n_ref": 2588 + }, + "12": { + "Dice": 0.4346271705822268, + "FN": 2066, + "FP": 148, + "IoU": 0.2776508972267537, + "TN": 37746535, + "TP": 851, + "n_pred": 999, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7852996744895404, + "FN": 10386, + "FP": 8478, + "IoU": 0.6464966362460881, + "TN": 37696237, + "TP": 34499, + "n_pred": 42977, + "n_ref": 44885 + }, + "14": { + "Dice": 0.514268363405587, + "FN": 6275, + "FP": 171291, + "IoU": 0.3461381253106991, + "TN": 37478035, + "TP": 93999, + "n_pred": 265290, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2060, + "IoU": 0.0, + "TN": 37747540, + "TP": 0, + "n_pred": 2060, + "n_ref": 0 + }, + "2": { + "Dice": 0.6542848222766917, + "FN": 50983, + "FP": 1062, + "IoU": 0.4861985902422651, + "TN": 37648306, + "TP": 49249, + "n_pred": 50311, + "n_ref": 100232 + }, + "3": { + "Dice": 0.8419043229051847, + "FN": 4682, + "FP": 26872, + "IoU": 0.7269730295662407, + "TN": 37634029, + "TP": 84017, + "n_pred": 110889, + "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": 0.8251916428678792, + "FN": 1814, + "FP": 1675, + "IoU": 0.7024053224155579, + "TN": 37737876, + "TP": 8235, + "n_pred": 9910, + "n_ref": 10049 + }, + "6": { + "Dice": 0.8807971399454387, + "FN": 153938, + "FP": 5374, + "IoU": 0.7869861411026949, + "TN": 37001705, + "TP": 588583, + "n_pred": 593957, + "n_ref": 742521 + }, + "7": { + "Dice": 0.9424330838513256, + "FN": 29548, + "FP": 9025, + "IoU": 0.8911332885519624, + "TN": 37395286, + "TP": 315741, + "n_pred": 324766, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9493793120973788, + "FN": 3367, + "FP": 4601, + "IoU": 0.9036366055123538, + "TN": 37666913, + "TP": 74719, + "n_pred": 79320, + "n_ref": 78086 + }, + "9": { + "Dice": 0.9210328268348624, + "FN": 3370, + "FP": 5444, + "IoU": 0.853624512164743, + "TN": 37689385, + "TP": 51401, + "n_pred": 56845, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9790579615070194, + "FN": 4009, + "FP": 4291, + "IoU": 0.958975068704403, + "TN": 75704372, + "TP": 194016, + "n_pred": 198307, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9214900378490324, + "FN": 10882, + "FP": 6708, + "IoU": 0.8544103162582044, + "TN": 75785869, + "TP": 103229, + "n_pred": 109937, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7333487511563367, + "FN": 1171, + "FP": 1135, + "IoU": 0.5789665875479277, + "TN": 75901211, + "TP": 3171, + "n_pred": 4306, + "n_ref": 4342 + }, + "12": { + "Dice": 0.8527009741218144, + "FN": 251, + "FP": 1246, + "IoU": 0.7432246998284734, + "TN": 75900858, + "TP": 4333, + "n_pred": 5579, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7978320474399031, + "FN": 10220, + "FP": 5633, + "IoU": 0.6636610514702762, + "TN": 75859554, + "TP": 31281, + "n_pred": 36914, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9313832925904072, + "FN": 2141, + "FP": 15767, + "IoU": 0.8715784491598959, + "TN": 75767241, + "TP": 121539, + "n_pred": 137306, + "n_ref": 123680 + }, + "15": { + "Dice": 0.8221540332664199, + "FN": 54776, + "FP": 2545, + "IoU": 0.6980148987956631, + "TN": 75716874, + "TP": 132493, + "n_pred": 135038, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9503216065306811, + "FN": 12389, + "FP": 6464, + "IoU": 0.9053454967189987, + "TN": 75707511, + "TP": 180324, + "n_pred": 186788, + "n_ref": 192713 + }, + "3": { + "Dice": 0.962612365860483, + "FN": 6976, + "FP": 11998, + "IoU": 0.9279196456384814, + "TN": 75643454, + "TP": 244260, + "n_pred": 256258, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9136243386243387, + "FN": 2549, + "FP": 2675, + "IoU": 0.8409838061609644, + "TN": 75873836, + "TP": 27628, + "n_pred": 30303, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8851965262788013, + "FN": 812, + "FP": 1475, + "IoU": 0.7940381844380403, + "TN": 75895584, + "TP": 8817, + "n_pred": 10292, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9812297925740017, + "FN": 45358, + "FP": 18212, + "IoU": 0.9631512439425909, + "TN": 74181528, + "TP": 1661590, + "n_pred": 1679802, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.9362128598273374, + "FN": 15908, + "FP": 19225, + "IoU": 0.8800753689082773, + "TN": 75613729, + "TP": 257826, + "n_pred": 277051, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9617948283309912, + "FN": 3800, + "FP": 3187, + "IoU": 0.9264014999894664, + "TN": 75811754, + "TP": 87947, + "n_pred": 91134, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8925851571499095, + "FN": 9943, + "FP": 6376, + "IoU": 0.8060079408478162, + "TN": 75822566, + "TP": 67803, + "n_pred": 74179, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9788561818431825, + "FN": 2504, + "FP": 1494, + "IoU": 0.9585879720743303, + "TN": 61291208, + "TP": 92544, + "n_pred": 94038, + "n_ref": 95048 + }, + "10": { + "Dice": 0.9051597367153636, + "FN": 7575, + "FP": 7194, + "IoU": 0.8267505014839232, + "TN": 61302503, + "TP": 70478, + "n_pred": 77672, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8754228563023974, + "FN": 366, + "FP": 481, + "IoU": 0.7784462464033481, + "TN": 61383927, + "TP": 2976, + "n_pred": 3457, + "n_ref": 3342 + }, + "12": { + "Dice": 0.849714648065948, + "FN": 689, + "FP": 259, + "IoU": 0.7386990077177509, + "TN": 61384122, + "TP": 2680, + "n_pred": 2939, + "n_ref": 3369 + }, + "13": { + "Dice": 0.7500426257459506, + "FN": 8662, + "FP": 11862, + "IoU": 0.6000545628154412, + "TN": 61336433, + "TP": 30793, + "n_pred": 42655, + "n_ref": 39455 + }, + "14": { + "Dice": 0.9156859834750465, + "FN": 1683, + "FP": 10246, + "IoU": 0.844484134226788, + "TN": 61311044, + "TP": 64777, + "n_pred": 75023, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9040522763052902, + "FN": 811, + "FP": 8087, + "IoU": 0.8249045613758904, + "TN": 61336932, + "TP": 41920, + "n_pred": 50007, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9689587696635226, + "FN": 6399, + "FP": 1723, + "IoU": 0.9397866362214298, + "TN": 61252863, + "TP": 126765, + "n_pred": 128488, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9777360789016718, + "FN": 4398, + "FP": 1487, + "IoU": 0.9564419312100779, + "TN": 61252643, + "TP": 129222, + "n_pred": 130709, + "n_ref": 133620 + }, + "4": { + "Dice": 0.844171436548932, + "FN": 3859, + "FP": 1722, + "IoU": 0.7303604212967436, + "TN": 61367052, + "TP": 15117, + "n_pred": 16839, + "n_ref": 18976 + }, + "5": { + "Dice": 0.6813628179677762, + "FN": 12936, + "FP": 868, + "IoU": 0.5167174316423345, + "TN": 61359187, + "TP": 14759, + "n_pred": 15627, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9755190482217441, + "FN": 31241, + "FP": 17115, + "IoU": 0.952208087938067, + "TN": 60375947, + "TP": 963447, + "n_pred": 980562, + "n_ref": 994688 + }, + "7": { + "Dice": 0.9422537101446034, + "FN": 11628, + "FP": 9026, + "IoU": 0.8908125882185017, + "TN": 61198589, + "TP": 168507, + "n_pred": 177533, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9714941578674937, + "FN": 8891, + "FP": 5042, + "IoU": 0.9445684390602932, + "TN": 61136395, + "TP": 237422, + "n_pred": 242464, + "n_ref": 246313 + }, + "9": { + "Dice": 0.937667982664832, + "FN": 6803, + "FP": 2891, + "IoU": 0.8826505907418167, + "TN": 61305142, + "TP": 72914, + "n_pred": 75805, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9802871901602236, + "FN": 2762, + "FP": 4588, + "IoU": 0.9613365456439175, + "TN": 39558698, + "TP": 182752, + "n_pred": 187340, + "n_ref": 185514 + }, + "10": { + "Dice": 0.876330087739121, + "FN": 7236, + "FP": 5351, + "IoU": 0.7798821328017068, + "TN": 39691617, + "TP": 44596, + "n_pred": 49947, + "n_ref": 51832 + }, + "11": { + "Dice": 0.8171541360129194, + "FN": 754, + "FP": 265, + "IoU": 0.6908373786407767, + "TN": 39745504, + "TP": 2277, + "n_pred": 2542, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8827871272512547, + "FN": 470, + "FP": 324, + "IoU": 0.790169133192389, + "TN": 39745016, + "TP": 2990, + "n_pred": 3314, + "n_ref": 3460 + }, + "13": { + "Dice": 0.8465877989655596, + "FN": 5919, + "FP": 7814, + "IoU": 0.7339854721549637, + "TN": 39697175, + "TP": 37892, + "n_pred": 45706, + "n_ref": 43811 + }, + "14": { + "Dice": 0.5564624444674037, + "FN": 11789, + "FP": 22555, + "IoU": 0.3854852562267392, + "TN": 39692912, + "TP": 21544, + "n_pred": 44099, + "n_ref": 33333 + }, + "15": { + "Dice": 0.9329807404450654, + "FN": 4969, + "FP": 1747, + "IoU": 0.8743804126218132, + "TN": 39695337, + "TP": 46747, + "n_pred": 48494, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9682642156946025, + "FN": 3861, + "FP": 3611, + "IoU": 0.9384807917140081, + "TN": 39627342, + "TP": 113986, + "n_pred": 117597, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9701586030771739, + "FN": 3404, + "FP": 4647, + "IoU": 0.9420466160867249, + "TN": 39609878, + "TP": 130871, + "n_pred": 135518, + "n_ref": 134275 + }, + "4": { + "Dice": 0.9298201378382922, + "FN": 1647, + "FP": 1693, + "IoU": 0.8688447341553444, + "TN": 39723334, + "TP": 22126, + "n_pred": 23819, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8872508461827755, + "FN": 626, + "FP": 873, + "IoU": 0.7973502771393808, + "TN": 39741403, + "TP": 5898, + "n_pred": 6771, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9797196858790971, + "FN": 14810, + "FP": 22995, + "IoU": 0.9602456034087515, + "TN": 38797836, + "TP": 913159, + "n_pred": 936154, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9617823691709764, + "FN": 42395, + "FP": 12416, + "IoU": 0.926378382153833, + "TN": 39004304, + "TP": 689685, + "n_pred": 702101, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9657656924204184, + "FN": 2084, + "FP": 1280, + "IoU": 0.9337977722674854, + "TN": 39697986, + "TP": 47450, + "n_pred": 48730, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9214713590415574, + "FN": 2249, + "FP": 4463, + "IoU": 0.8543782001214961, + "TN": 39702708, + "TP": 39380, + "n_pred": 43843, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9679279465810859, + "FN": 3459, + "FP": 2737, + "IoU": 0.9378491970348971, + "TN": 101296915, + "TP": 93497, + "n_pred": 96234, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8961414790996785, + "FN": 12716, + "FP": 3434, + "IoU": 0.811826390911739, + "TN": 101310783, + "TP": 69675, + "n_pred": 73109, + "n_ref": 82391 + }, + "11": { + "Dice": 0.763594614340883, + "FN": 1871, + "FP": 394, + "IoU": 0.617592436265406, + "TN": 101390685, + "TP": 3658, + "n_pred": 4052, + "n_ref": 5529 + }, + "12": { + "Dice": 0.8100432574760204, + "FN": 918, + "FP": 1102, + "IoU": 0.6807333649438913, + "TN": 101390281, + "TP": 4307, + "n_pred": 5409, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9222765065554113, + "FN": 3412, + "FP": 4431, + "IoU": 0.8557635721641901, + "TN": 101342232, + "TP": 46533, + "n_pred": 50964, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9824983292301892, + "FN": 3556, + "FP": 2572, + "IoU": 0.9655987380215906, + "TN": 101218475, + "TP": 172005, + "n_pred": 174577, + "n_ref": 175561 + }, + "15": { + "Dice": 0.9287214467594744, + "FN": 1890, + "FP": 1945, + "IoU": 0.8669280682882821, + "TN": 101367789, + "TP": 24984, + "n_pred": 26929, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9634333538924491, + "FN": 7570, + "FP": 5651, + "IoU": 0.9294466086770906, + "TN": 101209218, + "TP": 174169, + "n_pred": 179820, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9584034260621125, + "FN": 8508, + "FP": 5265, + "IoU": 0.92012920361167, + "TN": 101224167, + "TP": 158668, + "n_pred": 163933, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8834608282774994, + "FN": 1773, + "FP": 436, + "IoU": 0.7912492912492912, + "TN": 101386026, + "TP": 8373, + "n_pred": 8809, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7891154508902929, + "FN": 11039, + "FP": 3647, + "IoU": 0.6516851267699167, + "TN": 101354445, + "TP": 27477, + "n_pred": 31124, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9824855452069681, + "FN": 36812, + "FP": 27140, + "IoU": 0.9655740422938868, + "TN": 99538940, + "TP": 1793716, + "n_pred": 1820856, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9612506622415069, + "FN": 21937, + "FP": 13463, + "IoU": 0.9253923225749343, + "TN": 100922126, + "TP": 439082, + "n_pred": 452545, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9680401407106433, + "FN": 7226, + "FP": 9182, + "IoU": 0.9380598789736543, + "TN": 101131707, + "TP": 248493, + "n_pred": 257675, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9430247076207604, + "FN": 4292, + "FP": 5656, + "IoU": 0.8921918179355188, + "TN": 101304333, + "TP": 82327, + "n_pred": 87983, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9377743848620941, + "FN": 12465, + "FP": 14678, + "IoU": 0.8828391741808498, + "TN": 73651831, + "TP": 204530, + "n_pred": 219208, + "n_ref": 216995 + }, + "10": { + "Dice": 0.33246313272220007, + "FN": 59158, + "FP": 7836, + "IoU": 0.19937378252088386, + "TN": 73799827, + "TP": 16683, + "n_pred": 24519, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6796287405984958, + "FN": 2012, + "FP": 1992, + "IoU": 0.5147254878196582, + "TN": 73875253, + "TP": 4247, + "n_pred": 6239, + "n_ref": 6259 + }, + "12": { + "Dice": 0.549814585908529, + "FN": 3317, + "FP": 325, + "IoU": 0.37913399249914764, + "TN": 73877638, + "TP": 2224, + "n_pred": 2549, + "n_ref": 5541 + }, + "13": { + "Dice": 0.03261181350808676, + "FN": 59761, + "FP": 27925, + "IoU": 0.01657619667130232, + "TN": 73794340, + "TP": 1478, + "n_pred": 29403, + "n_ref": 61239 + }, + "14": { + "Dice": 0.8467808734939759, + "FN": 11180, + "FP": 21376, + "IoU": 0.7342757798854046, + "TN": 73760986, + "TP": 89962, + "n_pred": 111338, + "n_ref": 101142 + }, + "15": { + "Dice": 0.6491002386566467, + "FN": 108895, + "FP": 13582, + "IoU": 0.4804947467095357, + "TN": 73647747, + "TP": 113280, + "n_pred": 126862, + "n_ref": 222175 + }, + "2": { + "Dice": 0.7573508198297831, + "FN": 65045, + "FP": 15697, + "IoU": 0.6094647080731522, + "TN": 73676757, + "TP": 126005, + "n_pred": 141702, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7726086891705882, + "FN": 32052, + "FP": 59468, + "IoU": 0.6294721840979113, + "TN": 73636505, + "TP": 155479, + "n_pred": 214947, + "n_ref": 187531 + }, + "4": { + "Dice": 0.00487398458654447, + "FN": 47771, + "FP": 5, + "IoU": 0.0024429457331969183, + "TN": 73835611, + "TP": 117, + "n_pred": 122, + "n_ref": 47888 + }, + "5": { + "Dice": 0.66141621048914, + "FN": 5764, + "FP": 3823, + "IoU": 0.49411640546672997, + "TN": 73864553, + "TP": 9364, + "n_pred": 13187, + "n_ref": 15128 + }, + "6": { + "Dice": 0.8713494855380651, + "FN": 190243, + "FP": 255966, + "IoU": 0.7720277219325651, + "TN": 71926209, + "TP": 1511086, + "n_pred": 1767052, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.5697914884548775, + "FN": 77680, + "FP": 65653, + "IoU": 0.3983974950892332, + "TN": 73645252, + "TP": 94919, + "n_pred": 160572, + "n_ref": 172599 + }, + "8": { + "Dice": 0.9069058534638135, + "FN": 4474, + "FP": 10918, + "IoU": 0.8296685663697227, + "TN": 73793139, + "TP": 74973, + "n_pred": 85891, + "n_ref": 79447 + }, + "9": { + "Dice": 0.8279270173945422, + "FN": 12360, + "FP": 19988, + "IoU": 0.7063783823035518, + "TN": 73773335, + "TP": 77821, + "n_pred": 97809, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9718798243120083, + "FN": 4459, + "FP": 6124, + "IoU": 0.9452978817983522, + "TN": 69302310, + "TP": 182883, + "n_pred": 189007, + "n_ref": 187342 + }, + "10": { + "Dice": 0.8359613849606169, + "FN": 11966, + "FP": 9818, + "IoU": 0.7181560595670906, + "TN": 69418485, + "TP": 55507, + "n_pred": 65325, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7866492146596858, + "FN": 456, + "FP": 1174, + "IoU": 0.6483279395900755, + "TN": 69491141, + "TP": 3005, + "n_pred": 4179, + "n_ref": 3461 + }, + "12": { + "Dice": 0.810221465076661, + "FN": 774, + "FP": 340, + "IoU": 0.6809851088201604, + "TN": 69492284, + "TP": 2378, + "n_pred": 2718, + "n_ref": 3152 + }, + "13": { + "Dice": 0.8269697720515362, + "FN": 11065, + "FP": 16869, + "IoU": 0.7049859009156484, + "TN": 69401089, + "TP": 66753, + "n_pred": 83622, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9551770207080829, + "FN": 8045, + "FP": 5375, + "IoU": 0.9141998593440317, + "TN": 69339366, + "TP": 142990, + "n_pred": 148365, + "n_ref": 151035 + }, + "15": { + "Dice": 0.9270276149414068, + "FN": 10894, + "FP": 2189, + "IoU": 0.8639808701980558, + "TN": 69399591, + "TP": 83102, + "n_pred": 85291, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9574065528380249, + "FN": 4921, + "FP": 8001, + "IoU": 0.9182932766786173, + "TN": 69337625, + "TP": 145229, + "n_pred": 153230, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9610183022382544, + "FN": 10056, + "FP": 3128, + "IoU": 0.9249617238769017, + "TN": 69320079, + "TP": 162513, + "n_pred": 165641, + "n_ref": 172569 + }, + "4": { + "Dice": 0.6394714362916862, + "FN": 18778, + "FP": 1903, + "IoU": 0.4700169135359541, + "TN": 69456754, + "TP": 18341, + "n_pred": 20244, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8889837973467154, + "FN": 2441, + "FP": 1718, + "IoU": 0.8001537648359041, + "TN": 69474965, + "TP": 16652, + "n_pred": 18370, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9802960500846173, + "FN": 31664, + "FP": 25340, + "IoU": 0.9613535871523932, + "TN": 68020762, + "TP": 1418010, + "n_pred": 1443350, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9467208660989481, + "FN": 12436, + "FP": 21393, + "IoU": 0.8988318819082253, + "TN": 69161392, + "TP": 300555, + "n_pred": 321948, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9150198691326302, + "FN": 12123, + "FP": 2098, + "IoU": 0.8433517288479121, + "TN": 69404993, + "TP": 76562, + "n_pred": 78660, + "n_ref": 88685 + }, + "9": { + "Dice": 0.918445982427723, + "FN": 5523, + "FP": 7769, + "IoU": 0.8491910413215639, + "TN": 69407638, + "TP": 74846, + "n_pred": 82615, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9604450536941684, + "FN": 4130, + "FP": 12202, + "IoU": 0.9239002297158141, + "TN": 50618939, + "TP": 198281, + "n_pred": 210483, + "n_ref": 202411 + }, + "10": { + "Dice": 0.9078822162868074, + "FN": 6668, + "FP": 7369, + "IoU": 0.8313043060245887, + "TN": 50750343, + "TP": 69172, + "n_pred": 76541, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8597616865261228, + "FN": 1101, + "FP": 735, + "IoU": 0.7540192926045016, + "TN": 50826088, + "TP": 5628, + "n_pred": 6363, + "n_ref": 6729 + }, + "12": { + "Dice": 0.641239810808091, + "FN": 3113, + "FP": 452, + "IoU": 0.471930084431936, + "TN": 50826801, + "TP": 3186, + "n_pred": 3638, + "n_ref": 6299 + }, + "13": { + "Dice": 0.7219161920605686, + "FN": 5736, + "FP": 27027, + "IoU": 0.5648426085801568, + "TN": 50758262, + "TP": 42527, + "n_pred": 69554, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6129429892141757, + "FN": 26869, + "FP": 3275, + "IoU": 0.44190179960008885, + "TN": 50779540, + "TP": 23868, + "n_pred": 27143, + "n_ref": 50737 + }, + "15": { + "Dice": 0.8805568226967053, + "FN": 4836, + "FP": 3281, + "IoU": 0.7866025186003103, + "TN": 50795515, + "TP": 29920, + "n_pred": 33201, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9454705324293681, + "FN": 7768, + "FP": 15798, + "IoU": 0.8965804764161708, + "TN": 50605684, + "TP": 204302, + "n_pred": 220100, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9419931804724667, + "FN": 18591, + "FP": 4137, + "IoU": 0.890346983673627, + "TN": 50626280, + "TP": 184544, + "n_pred": 188681, + "n_ref": 203135 + }, + "4": { + "Dice": 0.9486728627647995, + "FN": 970, + "FP": 869, + "IoU": 0.9023574386747372, + "TN": 50814718, + "TP": 16995, + "n_pred": 17864, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8697262479871175, + "FN": 2042, + "FP": 1194, + "IoU": 0.7694828323122952, + "TN": 50819514, + "TP": 10802, + "n_pred": 11996, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9866079771251002, + "FN": 29143, + "FP": 29692, + "IoU": 0.973569906664732, + "TN": 48607491, + "TP": 2167226, + "n_pred": 2196918, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.9549837122171472, + "FN": 9666, + "FP": 10952, + "IoU": 0.9138457681298707, + "TN": 50594237, + "TP": 218697, + "n_pred": 229649, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9626905714806118, + "FN": 5144, + "FP": 2435, + "IoU": 0.928064996820395, + "TN": 50728193, + "TP": 97780, + "n_pred": 100215, + "n_ref": 102924 + }, + "9": { + "Dice": 0.952043200717111, + "FN": 5723, + "FP": 5298, + "IoU": 0.9084756178580919, + "TN": 50713136, + "TP": 109395, + "n_pred": 114693, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.979808784708469, + "FN": 5400, + "FP": 3113, + "IoU": 0.96041680228395, + "TN": 76669794, + "TP": 206553, + "n_pred": 209666, + "n_ref": 211953 + }, + "10": { + "Dice": 0.8452901332644078, + "FN": 9363, + "FP": 10988, + "IoU": 0.7320368151474054, + "TN": 76808913, + "TP": 55596, + "n_pred": 66584, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7828535669586983, + "FN": 372, + "FP": 1016, + "IoU": 0.6431876606683805, + "TN": 76880970, + "TP": 2502, + "n_pred": 3518, + "n_ref": 2874 + }, + "12": { + "Dice": 0.799601593625498, + "FN": 602, + "FP": 404, + "IoU": 0.6661135081314304, + "TN": 76881847, + "TP": 2007, + "n_pred": 2411, + "n_ref": 2609 + }, + "13": { + "Dice": 0.6446855509355509, + "FN": 13014, + "FP": 19800, + "IoU": 0.4756723071760702, + "TN": 76822277, + "TP": 29769, + "n_pred": 49569, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9400973119566084, + "FN": 4900, + "FP": 4863, + "IoU": 0.8869656833232992, + "TN": 76798488, + "TP": 76609, + "n_pred": 81472, + "n_ref": 81509 + }, + "15": { + "Dice": 0.8375626149261303, + "FN": 6992, + "FP": 5817, + "IoU": 0.7205227788444755, + "TN": 76839028, + "TP": 33023, + "n_pred": 38840, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9596624375351027, + "FN": 3940, + "FP": 4463, + "IoU": 0.922452934662237, + "TN": 76776500, + "TP": 99957, + "n_pred": 104420, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9644203814368112, + "FN": 4694, + "FP": 2147, + "IoU": 0.931285595186677, + "TN": 76785303, + "TP": 92716, + "n_pred": 94863, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9295627891468345, + "FN": 2579, + "FP": 801, + "IoU": 0.8683954366701709, + "TN": 76859177, + "TP": 22303, + "n_pred": 23104, + "n_ref": 24882 + }, + "5": { + "Dice": 0.867691312085423, + "FN": 2347, + "FP": 1742, + "IoU": 0.7663027947648168, + "TN": 76867363, + "TP": 13408, + "n_pred": 15150, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9751811575838486, + "FN": 24759, + "FP": 31552, + "IoU": 0.9515644299481505, + "TN": 75722264, + "TP": 1106285, + "n_pred": 1137837, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.9138450532595318, + "FN": 10420, + "FP": 18002, + "IoU": 0.8413579075452953, + "TN": 76705702, + "TP": 150736, + "n_pred": 168738, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9655100484332527, + "FN": 3248, + "FP": 2043, + "IoU": 0.9333198906098376, + "TN": 76805511, + "TP": 74058, + "n_pred": 76101, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9437479296385921, + "FN": 7722, + "FP": 2297, + "IoU": 0.8934874128253104, + "TN": 76790796, + "TP": 84045, + "n_pred": 86342, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9365824990377491, + "FN": 11424, + "FP": 3899, + "IoU": 0.8807288747742699, + "TN": 130871460, + "TP": 113149, + "n_pred": 117048, + "n_ref": 124573 + }, + "10": { + "Dice": 0.7840340750305962, + "FN": 16883, + "FP": 5528, + "IoU": 0.6447829325894343, + "TN": 130936841, + "TP": 40680, + "n_pred": 46208, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7225708721056049, + "FN": 2229, + "FP": 335, + "IoU": 0.5656445874978824, + "TN": 130994029, + "TP": 3339, + "n_pred": 3674, + "n_ref": 5568 + }, + "12": { + "Dice": 0.8141712231293536, + "FN": 1867, + "FP": 614, + "IoU": 0.6865841334007075, + "TN": 130992016, + "TP": 5435, + "n_pred": 6049, + "n_ref": 7302 + }, + "13": { + "Dice": 0.5935741571430836, + "FN": 40969, + "FP": 10313, + "IoU": 0.42204440437281643, + "TN": 130911202, + "TP": 37448, + "n_pred": 47761, + "n_ref": 78417 + }, + "14": { + "Dice": 0.32263850455817694, + "FN": 763188, + "FP": 4944, + "IoU": 0.19234882011715237, + "TN": 130048863, + "TP": 182937, + "n_pred": 187881, + "n_ref": 946125 + }, + "15": { + "Dice": 0.18480511501968191, + "FN": 21249, + "FP": 14578, + "IoU": 0.10181006819093462, + "TN": 130960044, + "TP": 4061, + "n_pred": 18639, + "n_ref": 25310 + }, + "2": { + "Dice": 0.9390106655993219, + "FN": 19442, + "FP": 6462, + "IoU": 0.8850330867178242, + "TN": 130774615, + "TP": 199413, + "n_pred": 205875, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9630825758016952, + "FN": 10179, + "FP": 10740, + "IoU": 0.9287938974950729, + "TN": 130706151, + "TP": 272862, + "n_pred": 283602, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 2498, + "IoU": 0.0, + "TN": 130995154, + "TP": 0, + "n_pred": 2498, + "n_ref": 2280 + }, + "5": { + "Dice": 0.7408384127379027, + "FN": 8830, + "FP": 1587, + "IoU": 0.5883584920572197, + "TN": 130974626, + "TP": 14889, + "n_pred": 16476, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9720764592823802, + "FN": 44477, + "FP": 37594, + "IoU": 0.9456700044088383, + "TN": 129489330, + "TP": 1428531, + "n_pred": 1466125, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.8629516622836794, + "FN": 38190, + "FP": 14497, + "IoU": 0.7589401731300671, + "TN": 130781368, + "TP": 165877, + "n_pred": 180374, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9544014469421422, + "FN": 5976, + "FP": 5495, + "IoU": 0.9127799996958591, + "TN": 130868414, + "TP": 120047, + "n_pred": 125542, + "n_ref": 126023 + }, + "9": { + "Dice": 0.772648119231178, + "FN": 9965, + "FP": 17844, + "IoU": 0.6295245327258436, + "TN": 130924869, + "TP": 47254, + "n_pred": 65098, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9680952134183206, + "FN": 1373, + "FP": 2321, + "IoU": 0.9381633131340186, + "TN": 74366960, + "TP": 56044, + "n_pred": 58365, + "n_ref": 57417 + }, + "10": { + "Dice": 0.8408881293402778, + "FN": 16778, + "FP": 6684, + "IoU": 0.7254589920312664, + "TN": 74341239, + "TP": 61997, + "n_pred": 68681, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7743577875491784, + "FN": 715, + "FP": 260, + "IoU": 0.631797583081571, + "TN": 74424050, + "TP": 1673, + "n_pred": 1933, + "n_ref": 2388 + }, + "12": { + "Dice": 0.6693338667733547, + "FN": 784, + "FP": 869, + "IoU": 0.5030066145520145, + "TN": 74423372, + "TP": 1673, + "n_pred": 2542, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5259787865132265, + "FN": 64226, + "FP": 6251, + "IoU": 0.3568325758820201, + "TN": 74317120, + "TP": 39101, + "n_pred": 45352, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9149696627281436, + "FN": 21905, + "FP": 5787, + "IoU": 0.8432664334793584, + "TN": 74250016, + "TP": 148990, + "n_pred": 154777, + "n_ref": 170895 + }, + "15": { + "Dice": 0.8215452579264645, + "FN": 4365, + "FP": 3391, + "IoU": 0.6971377250185482, + "TN": 74401089, + "TP": 17853, + "n_pred": 21244, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9514784929048539, + "FN": 7146, + "FP": 4237, + "IoU": 0.9074477599804862, + "TN": 74303708, + "TP": 111607, + "n_pred": 115844, + "n_ref": 118753 + }, + "3": { + "Dice": 0.959593880238172, + "FN": 7664, + "FP": 2739, + "IoU": 0.9223262551145357, + "TN": 74292766, + "TP": 123529, + "n_pred": 126268, + "n_ref": 131193 + }, + "4": { + "Dice": 0.7647668393782383, + "FN": 10534, + "FP": 1724, + "IoU": 0.6191275167785235, + "TN": 74394514, + "TP": 19926, + "n_pred": 21650, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9760806347382782, + "FN": 17567, + "FP": 25073, + "IoU": 0.953278810669612, + "TN": 73514050, + "TP": 870008, + "n_pred": 895081, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8327937251927011, + "FN": 27561, + "FP": 21811, + "IoU": 0.7134931872519208, + "TN": 74254374, + "TP": 122952, + "n_pred": 144763, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9427714621269997, + "FN": 1891, + "FP": 3128, + "IoU": 0.8917385677308024, + "TN": 74380338, + "TP": 41341, + "n_pred": 44469, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8508654367104851, + "FN": 3933, + "FP": 6527, + "IoU": 0.7404402094344773, + "TN": 74386399, + "TP": 29839, + "n_pred": 36366, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9783566804759743, + "FN": 3547, + "FP": 2508, + "IoU": 0.9576303801719975, + "TN": 106503779, + "TP": 136854, + "n_pred": 139362, + "n_ref": 140401 + }, + "10": { + "Dice": 0.88127704702979, + "FN": 11674, + "FP": 11947, + "IoU": 0.7877527181238206, + "TN": 106535398, + "TP": 87669, + "n_pred": 99616, + "n_ref": 99343 + }, + "11": { + "Dice": 0.6168267561624812, + "FN": 1986, + "FP": 1325, + "IoU": 0.44595046854083, + "TN": 106640712, + "TP": 2665, + "n_pred": 3990, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8265234237407538, + "FN": 777, + "FP": 1193, + "IoU": 0.7043373855620592, + "TN": 106640025, + "TP": 4693, + "n_pred": 5886, + "n_ref": 5470 + }, + "13": { + "Dice": 0.7741473753750447, + "FN": 12819, + "FP": 3591, + "IoU": 0.6315174922531099, + "TN": 106602154, + "TP": 28124, + "n_pred": 31715, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9543124674874285, + "FN": 1461, + "FP": 5126, + "IoU": 0.9126172377654846, + "TN": 106571307, + "TP": 68794, + "n_pred": 73920, + "n_ref": 70255 + }, + "15": { + "Dice": 0.8980108561816069, + "FN": 670, + "FP": 5211, + "IoU": 0.8148999118720887, + "TN": 106614916, + "TP": 25891, + "n_pred": 31102, + "n_ref": 26561 + }, + "2": { + "Dice": 0.9632069491091059, + "FN": 8145, + "FP": 5494, + "IoU": 0.9290252748911103, + "TN": 106454521, + "TP": 178528, + "n_pred": 184022, + "n_ref": 186673 + }, + "3": { + "Dice": 0.9614450804551754, + "FN": 3775, + "FP": 7992, + "IoU": 0.9257527573761389, + "TN": 106488204, + "TP": 146717, + "n_pred": 154709, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8979853841595892, + "FN": 990, + "FP": 1076, + "IoU": 0.8148579621829913, + "TN": 106635529, + "TP": 9093, + "n_pred": 10169, + "n_ref": 10083 + }, + "5": { + "Dice": 0.8158985613265057, + "FN": 1096, + "FP": 414, + "IoU": 0.6890444810543658, + "TN": 106641832, + "TP": 3346, + "n_pred": 3760, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9824540906738595, + "FN": 19636, + "FP": 25118, + "IoU": 0.9655132821716907, + "TN": 105348971, + "TP": 1252963, + "n_pred": 1278081, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9656307146280956, + "FN": 15524, + "FP": 7349, + "IoU": 0.9335454254917342, + "TN": 106302498, + "TP": 321317, + "n_pred": 328666, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9584674481285238, + "FN": 3287, + "FP": 2584, + "IoU": 0.9202472322216939, + "TN": 106573073, + "TP": 67744, + "n_pred": 70328, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9278819396652324, + "FN": 7559, + "FP": 4492, + "IoU": 0.865466196302581, + "TN": 106557112, + "TP": 77525, + "n_pred": 82017, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9726292093894758, + "FN": 5247, + "FP": 3167, + "IoU": 0.9467168215007188, + "TN": 107969017, + "TP": 149497, + "n_pred": 152664, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8752788805876228, + "FN": 4639, + "FP": 17163, + "IoU": 0.7782185872395834, + "TN": 108028624, + "TP": 76502, + "n_pred": 93665, + "n_ref": 81141 + }, + "11": { + "Dice": 0.8126410835214447, + "FN": 517, + "FP": 645, + "IoU": 0.6844106463878327, + "TN": 108123246, + "TP": 2520, + "n_pred": 3165, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7935842072794571, + "FN": 758, + "FP": 915, + "IoU": 0.6578032317447331, + "TN": 108122039, + "TP": 3216, + "n_pred": 4131, + "n_ref": 3974 + }, + "13": { + "Dice": 0.8254895030748569, + "FN": 19031, + "FP": 5657, + "IoU": 0.702837058703162, + "TN": 108043849, + "TP": 58391, + "n_pred": 64048, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8677256181156338, + "FN": 3183, + "FP": 8009, + "IoU": 0.7663563108012191, + "TN": 108079026, + "TP": 36710, + "n_pred": 44719, + "n_ref": 39893 + }, + "15": { + "Dice": 0.8347910745410864, + "FN": 650, + "FP": 9871, + "IoU": 0.7164303811115303, + "TN": 108089826, + "TP": 26581, + "n_pred": 36452, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9658765136280005, + "FN": 9810, + "FP": 2950, + "IoU": 0.934005006516747, + "TN": 107933580, + "TP": 180588, + "n_pred": 183538, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9696755886966189, + "FN": 9207, + "FP": 2741, + "IoU": 0.9411361878439429, + "TN": 107923951, + "TP": 191029, + "n_pred": 193770, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9600751381896008, + "FN": 2132, + "FP": 461, + "IoU": 0.9232158720758069, + "TN": 108093158, + "TP": 31177, + "n_pred": 31638, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8845298809990846, + "FN": 495, + "FP": 388, + "IoU": 0.7929660023446659, + "TN": 108122663, + "TP": 3382, + "n_pred": 3770, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9837252211282005, + "FN": 23061, + "FP": 25126, + "IoU": 0.967971695824496, + "TN": 106622415, + "TP": 1456326, + "n_pred": 1481452, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9606701022926595, + "FN": 8827, + "FP": 11443, + "IoU": 0.9243168164524115, + "TN": 107859101, + "TP": 247557, + "n_pred": 259000, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9544792552633725, + "FN": 2210, + "FP": 1697, + "IoU": 0.9129223500044575, + "TN": 108082060, + "TP": 40961, + "n_pred": 42658, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9330927217699516, + "FN": 4085, + "FP": 4183, + "IoU": 0.8745771453709743, + "TN": 108061007, + "TP": 57653, + "n_pred": 61836, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9272835591428846, + "FN": 3865, + "FP": 15054, + "IoU": 0.8644256057099042, + "TN": 62430613, + "TP": 120628, + "n_pred": 135682, + "n_ref": 124493 + }, + "10": { + "Dice": 0.9046856124538422, + "FN": 6349, + "FP": 4776, + "IoU": 0.825959763461719, + "TN": 62506238, + "TP": 52797, + "n_pred": 57573, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6746724890829694, + "FN": 816, + "FP": 376, + "IoU": 0.5090609555189456, + "TN": 62567732, + "TP": 1236, + "n_pred": 1612, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7733804475853946, + "FN": 984, + "FP": 940, + "IoU": 0.6304974073362781, + "TN": 62564953, + "TP": 3283, + "n_pred": 4223, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8676957526382238, + "FN": 5284, + "FP": 5824, + "IoU": 0.7663097216670524, + "TN": 62522627, + "TP": 36425, + "n_pred": 42249, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9473684210526315, + "FN": 32479, + "FP": 3294, + "IoU": 0.9, + "TN": 62212430, + "TP": 321957, + "n_pred": 325251, + "n_ref": 354436 + }, + "15": { + "Dice": 0.6354881801325207, + "FN": 43529, + "FP": 11318, + "IoU": 0.4657256689753256, + "TN": 62467503, + "TP": 47810, + "n_pred": 59128, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9387209772992188, + "FN": 12790, + "FP": 7345, + "IoU": 0.8845185452835275, + "TN": 62395803, + "TP": 154222, + "n_pred": 161567, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9521944916229008, + "FN": 5628, + "FP": 13906, + "IoU": 0.908751179498678, + "TN": 62356086, + "TP": 194540, + "n_pred": 208446, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9334774408205649, + "FN": 1456, + "FP": 1683, + "IoU": 0.875253348169932, + "TN": 62544997, + "TP": 22024, + "n_pred": 23707, + "n_ref": 23480 + }, + "5": { + "Dice": 0.6138941790179681, + "FN": 4468, + "FP": 195, + "IoU": 0.44289127837514936, + "TN": 62561790, + "TP": 3707, + "n_pred": 3902, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9733004536182909, + "FN": 50867, + "FP": 26309, + "IoU": 0.9479895623294983, + "TN": 61086304, + "TP": 1406680, + "n_pred": 1432989, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8713486426825042, + "FN": 7599, + "FP": 45494, + "IoU": 0.7720263986156614, + "TN": 62337269, + "TP": 179798, + "n_pred": 225292, + "n_ref": 187397 + }, + "8": { + "Dice": 0.945249473485352, + "FN": 2576, + "FP": 5249, + "IoU": 0.8961829832964059, + "TN": 62494787, + "TP": 67548, + "n_pred": 72797, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8447402824577879, + "FN": 3719, + "FP": 13145, + "IoU": 0.7312124448128018, + "TN": 62507419, + "TP": 45877, + "n_pred": 59022, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9354103538047885, + "FN": 6738, + "FP": 31097, + "IoU": 0.8786581356937829, + "TN": 55069443, + "TP": 273970, + "n_pred": 305067, + "n_ref": 280708 + }, + "10": { + "Dice": 0.881501475111418, + "FN": 6353, + "FP": 12525, + "IoU": 0.7881114328686556, + "TN": 55292154, + "TP": 70216, + "n_pred": 82741, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7913208442020394, + "FN": 990, + "FP": 770, + "IoU": 0.6546988424563469, + "TN": 55376151, + "TP": 3337, + "n_pred": 4107, + "n_ref": 4327 + }, + "12": { + "Dice": 0.851847837867129, + "FN": 798, + "FP": 569, + "IoU": 0.7419293939966018, + "TN": 55375951, + "TP": 3930, + "n_pred": 4499, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7947788001281063, + "FN": 8961, + "FP": 14748, + "IoU": 0.6594464154900243, + "TN": 55311629, + "TP": 45910, + "n_pred": 60658, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9448320919900692, + "FN": 4801, + "FP": 5754, + "IoU": 0.8954329304537348, + "TN": 55280308, + "TP": 90385, + "n_pred": 96139, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8868096785351774, + "FN": 9665, + "FP": 10296, + "IoU": 0.7966379705567724, + "TN": 55283093, + "TP": 78194, + "n_pred": 88490, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9684442188108019, + "FN": 7469, + "FP": 4776, + "IoU": 0.9388190502837956, + "TN": 55181104, + "TP": 187899, + "n_pred": 192675, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9694750030979361, + "FN": 7859, + "FP": 3226, + "IoU": 0.9407583571600353, + "TN": 55194133, + "TP": 176030, + "n_pred": 179256, + "n_ref": 183889 + }, + "4": { + "Dice": 0.882396449704142, + "FN": 1444, + "FP": 146, + "IoU": 0.7895433487756452, + "TN": 55373693, + "TP": 5965, + "n_pred": 6111, + "n_ref": 7409 + }, + "5": { + "Dice": 0.8614609571788413, + "FN": 1194, + "FP": 236, + "IoU": 0.7566371681415929, + "TN": 55375372, + "TP": 4446, + "n_pred": 4682, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9741431233555594, + "FN": 52088, + "FP": 24713, + "IoU": 0.9495896996294103, + "TN": 53857730, + "TP": 1446717, + "n_pred": 1471430, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.950382805854065, + "FN": 11024, + "FP": 6124, + "IoU": 0.905456590416646, + "TN": 55199871, + "TP": 164229, + "n_pred": 170353, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9552514095282011, + "FN": 1476, + "FP": 2794, + "IoU": 0.9143361553585042, + "TN": 55331402, + "TP": 45576, + "n_pred": 48370, + "n_ref": 47052 + }, + "9": { + "Dice": 0.9110893800117348, + "FN": 4332, + "FP": 4760, + "IoU": 0.836698038652202, + "TN": 55325572, + "TP": 46584, + "n_pred": 51344, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9831510914543405, + "FN": 5649, + "FP": 4054, + "IoU": 0.9668605465294594, + "TN": 110853822, + "TP": 283090, + "n_pred": 287144, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8744856987061914, + "FN": 11710, + "FP": 8546, + "IoU": 0.7769654261175952, + "TN": 111055795, + "TP": 70564, + "n_pred": 79110, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7964538157421828, + "FN": 310, + "FP": 1389, + "IoU": 0.6617559227553255, + "TN": 111141592, + "TP": 3324, + "n_pred": 4713, + "n_ref": 3634 + }, + "12": { + "Dice": 0.857764390896921, + "FN": 541, + "FP": 309, + "IoU": 0.7509522414298271, + "TN": 111143202, + "TP": 2563, + "n_pred": 2872, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8770588283044752, + "FN": 8572, + "FP": 6573, + "IoU": 0.7810371998207237, + "TN": 111077448, + "TP": 54022, + "n_pred": 60595, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8845031704249277, + "FN": 7010, + "FP": 1897, + "IoU": 0.7929230697696046, + "TN": 111103602, + "TP": 34106, + "n_pred": 36003, + "n_ref": 41116 + }, + "15": { + "Dice": 0.7431776605234114, + "FN": 786, + "FP": 16201, + "IoU": 0.5913148081318417, + "TN": 111105050, + "TP": 24578, + "n_pred": 40779, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9600783548068033, + "FN": 6891, + "FP": 5500, + "IoU": 0.9232218208405881, + "TN": 110985228, + "TP": 148996, + "n_pred": 154496, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9678823337335728, + "FN": 10393, + "FP": 5148, + "IoU": 0.937763556780092, + "TN": 110896906, + "TP": 234168, + "n_pred": 239316, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9300655207390959, + "FN": 1875, + "FP": 676, + "IoU": 0.8692733422158451, + "TN": 111127101, + "TP": 16963, + "n_pred": 17639, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8093227792436236, + "FN": 166, + "FP": 2002, + "IoU": 0.6797163539666125, + "TN": 111139846, + "TP": 4601, + "n_pred": 6603, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9823738796137309, + "FN": 17988, + "FP": 38933, + "IoU": 0.9653583569974038, + "TN": 109503477, + "TP": 1586217, + "n_pred": 1625150, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.553782381074516, + "FN": 231879, + "FP": 4727, + "IoU": 0.38291773923067496, + "TN": 110763188, + "TP": 146821, + "n_pred": 151548, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9501203736200134, + "FN": 3394, + "FP": 4707, + "IoU": 0.9049802946420193, + "TN": 111061359, + "TP": 77155, + "n_pred": 81862, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9155292228467011, + "FN": 6252, + "FP": 2901, + "IoU": 0.8442175134031147, + "TN": 111087860, + "TP": 49602, + "n_pred": 52503, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9790554780933228, + "FN": 4529, + "FP": 3928, + "IoU": 0.9589703035625051, + "TN": 96914906, + "TP": 197662, + "n_pred": 201590, + "n_ref": 202191 + }, + "10": { + "Dice": 0.9142055170628351, + "FN": 7307, + "FP": 5286, + "IoU": 0.8419692045126558, + "TN": 97041338, + "TP": 67094, + "n_pred": 72380, + "n_ref": 74401 + }, + "11": { + "Dice": 0.8219434063000534, + "FN": 833, + "FP": 501, + "IoU": 0.6977113075005665, + "TN": 97116612, + "TP": 3079, + "n_pred": 3580, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7711637487126674, + "FN": 1539, + "FP": 683, + "IoU": 0.6275561515253101, + "TN": 97115059, + "TP": 3744, + "n_pred": 4427, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8331872436667425, + "FN": 12874, + "FP": 2541, + "IoU": 0.7140710787950735, + "TN": 97067113, + "TP": 38497, + "n_pred": 41038, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9475176556201996, + "FN": 7660, + "FP": 6259, + "IoU": 0.9002694065889973, + "TN": 96981459, + "TP": 125647, + "n_pred": 131906, + "n_ref": 133307 + }, + "15": { + "Dice": 0.9342704616009516, + "FN": 4096, + "FP": 4966, + "IoU": 0.8766487443000068, + "TN": 97047560, + "TP": 64403, + "n_pred": 69369, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9654473116105359, + "FN": 5055, + "FP": 6565, + "IoU": 0.9332026511994206, + "TN": 96947066, + "TP": 162339, + "n_pred": 168904, + "n_ref": 167394 + }, + "3": { + "Dice": 0.958750599849953, + "FN": 7068, + "FP": 11241, + "IoU": 0.9207694138520458, + "TN": 96889940, + "TP": 212776, + "n_pred": 224017, + "n_ref": 219844 + }, + "4": { + "Dice": 0.9367861191036707, + "FN": 1117, + "FP": 1058, + "IoU": 0.8810890601935378, + "TN": 97102734, + "TP": 16116, + "n_pred": 17174, + "n_ref": 17233 + }, + "5": { + "Dice": 0.6610295330803497, + "FN": 4445, + "FP": 3773, + "IoU": 0.49368492391103447, + "TN": 97104794, + "TP": 8013, + "n_pred": 11786, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9849943252675377, + "FN": 24191, + "FP": 23446, + "IoU": 0.9704323333238162, + "TN": 95509907, + "TP": 1563481, + "n_pred": 1586927, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9513188625232173, + "FN": 16382, + "FP": 15384, + "IoU": 0.9071574080298349, + "TN": 96778876, + "TP": 310383, + "n_pred": 325767, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9611632467786511, + "FN": 4293, + "FP": 3450, + "IoU": 0.9252303057223971, + "TN": 97017467, + "TP": 95815, + "n_pred": 99265, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9393883769595066, + "FN": 5887, + "FP": 5670, + "IoU": 0.8857043959847698, + "TN": 97019910, + "TP": 89558, + "n_pred": 95228, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9770750465416739, + "FN": 5045, + "FP": 3969, + "IoU": 0.9551776435195545, + "TN": 78855300, + "TP": 192091, + "n_pred": 196060, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8534846963627146, + "FN": 7154, + "FP": 22324, + "IoU": 0.744416314073663, + "TN": 78941069, + "TP": 85858, + "n_pred": 108182, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7650411652944902, + "FN": 593, + "FP": 891, + "IoU": 0.6194871794871795, + "TN": 79052505, + "TP": 2416, + "n_pred": 3307, + "n_ref": 3009 + }, + "12": { + "Dice": 0.6961583236321304, + "FN": 911, + "FP": 916, + "IoU": 0.5339285714285714, + "TN": 79052485, + "TP": 2093, + "n_pred": 3009, + "n_ref": 3004 + }, + "13": { + "Dice": 0.790409185011671, + "FN": 17560, + "FP": 7851, + "IoU": 0.6534517088072443, + "TN": 78983079, + "TP": 47915, + "n_pred": 55766, + "n_ref": 65475 + }, + "14": { + "Dice": 0.64033716910546, + "FN": 17595, + "FP": 5190, + "IoU": 0.47095291167456116, + "TN": 79013337, + "TP": 20283, + "n_pred": 25473, + "n_ref": 37878 + }, + "15": { + "Dice": 0.8101813189955958, + "FN": 3121, + "FP": 13472, + "IoU": 0.6809283901238367, + "TN": 79004401, + "TP": 35411, + "n_pred": 48883, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9534175854671677, + "FN": 4526, + "FP": 6049, + "IoU": 0.9109818512407826, + "TN": 78937609, + "TP": 108221, + "n_pred": 114270, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9560270447550331, + "FN": 7695, + "FP": 2763, + "IoU": 0.9157584398637055, + "TN": 78932262, + "TP": 113685, + "n_pred": 116448, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8777010720098782, + "FN": 663, + "FP": 1516, + "IoU": 0.7820564112822564, + "TN": 79046407, + "TP": 7819, + "n_pred": 9335, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8701959306706858, + "FN": 339, + "FP": 1039, + "IoU": 0.7702184425546107, + "TN": 79050408, + "TP": 4619, + "n_pred": 5658, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9813071929109212, + "FN": 23880, + "FP": 25448, + "IoU": 0.9633004042847939, + "TN": 77712303, + "TP": 1294774, + "n_pred": 1320222, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.9595358387217356, + "FN": 26035, + "FP": 11744, + "IoU": 0.9222190195795845, + "TN": 78570695, + "TP": 447931, + "n_pred": 459675, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9434905455335797, + "FN": 1140, + "FP": 2500, + "IoU": 0.8930261263114585, + "TN": 79022378, + "TP": 30387, + "n_pred": 32887, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9377955986840685, + "FN": 6155, + "FP": 2486, + "IoU": 0.8828767773154235, + "TN": 78982628, + "TP": 65136, + "n_pred": 67622, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9744519581526602, + "FN": 6896, + "FP": 4982, + "IoU": 0.9501768014664245, + "TN": 122473537, + "TP": 226525, + "n_pred": 231507, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8491065049843632, + "FN": 20662, + "FP": 11231, + "IoU": 0.7377802626061648, + "TN": 122590313, + "TP": 89734, + "n_pred": 100965, + "n_ref": 110396 + }, + "11": { + "Dice": 0.8037408149632599, + "FN": 1174, + "FP": 295, + "IoU": 0.6718784900603082, + "TN": 122707463, + "TP": 3008, + "n_pred": 3303, + "n_ref": 4182 + }, + "12": { + "Dice": 0.36381932021466906, + "FN": 4663, + "FP": 1027, + "IoU": 0.22235889025556924, + "TN": 122704623, + "TP": 1627, + "n_pred": 2654, + "n_ref": 6290 + }, + "13": { + "Dice": 0.45994102515841645, + "FN": 31807, + "FP": 19841, + "IoU": 0.2986515663828574, + "TN": 122638299, + "TP": 21993, + "n_pred": 41834, + "n_ref": 53800 + }, + "14": { + "Dice": 0.9268730985784814, + "FN": 12792, + "FP": 2183, + "IoU": 0.8637124811154189, + "TN": 122602062, + "TP": 94903, + "n_pred": 97086, + "n_ref": 107695 + }, + "15": { + "Dice": 0.9310743165190605, + "FN": 2729, + "FP": 4431, + "IoU": 0.8710374639769453, + "TN": 122656420, + "TP": 48360, + "n_pred": 52791, + "n_ref": 51089 + }, + "2": { + "Dice": 0.9422703617260731, + "FN": 12191, + "FP": 3095, + "IoU": 0.8908423548230455, + "TN": 122571904, + "TP": 124750, + "n_pred": 127845, + "n_ref": 136941 + }, + "3": { + "Dice": 0.9288172279935454, + "FN": 2557, + "FP": 19411, + "IoU": 0.8670950021477274, + "TN": 122546649, + "TP": 143323, + "n_pred": 162734, + "n_ref": 145880 + }, + "4": { + "Dice": 0.8782508358235451, + "FN": 6107, + "FP": 10353, + "IoU": 0.7829297884686396, + "TN": 122636112, + "TP": 59368, + "n_pred": 69721, + "n_ref": 65475 + }, + "5": { + "Dice": 0.6603483606557377, + "FN": 8186, + "FP": 1096, + "IoU": 0.49292543021032503, + "TN": 122693635, + "TP": 9023, + "n_pred": 10119, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9835589317356888, + "FN": 35644, + "FP": 20360, + "IoU": 0.9676497363641825, + "TN": 120980764, + "TP": 1675172, + "n_pred": 1695532, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.8529912766123061, + "FN": 95012, + "FP": 67410, + "IoU": 0.743665901766635, + "TN": 122078306, + "TP": 471212, + "n_pred": 538622, + "n_ref": 566224 + }, + "8": { + "Dice": 0.884891722494007, + "FN": 5221, + "FP": 28920, + "IoU": 0.7935478018987725, + "TN": 122546570, + "TP": 131229, + "n_pred": 160149, + "n_ref": 136450 + }, + "9": { + "Dice": 0.9068376182764759, + "FN": 6988, + "FP": 6934, + "IoU": 0.8295543584720861, + "TN": 122630260, + "TP": 67758, + "n_pred": 74692, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2716867/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/loop_004/summary_cross_val.json b/nnActive_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/loop_004/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..08f3a04c8eaf5fbdf4b39e146710b539f87506eb --- /dev/null +++ b/nnActive_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/loop_004/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.6943994028147993, + "FN": 1793.9911111111112, + "FP": 2297.2644444444445, + "IoU": 0.609846991478345, + "TN": 1159311.5466666669, + "TP": 16492.664444444443, + "n_pred": 18789.928888888888, + "n_ref": 18286.655555555553 + }, + "mean": { + "1": { + "Dice": 0.8157857916922181, + "FN": 626.8333333333334, + "FP": 1091.4333333333334, + "IoU": 0.7790345857880095, + "TN": 1159836.5666666667, + "TP": 18340.633333333335, + "n_pred": 19432.066666666666, + "n_ref": 18967.466666666667 + }, + "10": { + "Dice": 0.7258127100072495, + "FN": 2595.9333333333334, + "FP": 1796.5666666666666, + "IoU": 0.612078089758993, + "TN": 1167982.5, + "TP": 7520.466666666666, + "n_pred": 9317.033333333333, + "n_ref": 10116.4 + }, + "11": { + "Dice": 0.6650954623037486, + "FN": 175.9, + "FP": 187.9, + "IoU": 0.5376347200832006, + "TN": 1178997.3, + "TP": 534.3666666666667, + "n_pred": 722.2666666666667, + "n_ref": 710.2666666666667 + }, + "12": { + "Dice": 0.5478949790348059, + "FN": 345.6666666666667, + "FP": 84.63333333333334, + "IoU": 0.43761910758459766, + "TN": 1178943.0, + "TP": 522.1666666666666, + "n_pred": 606.8, + "n_ref": 867.8333333333334 + }, + "13": { + "Dice": 0.5061620908638655, + "FN": 1530.3666666666666, + "FP": 2364.5, + "IoU": 0.3787791016671087, + "TN": 1172639.3666666667, + "TP": 3361.233333333333, + "n_pred": 5725.733333333334, + "n_ref": 4891.6 + }, + "14": { + "Dice": 0.4942226985598889, + "FN": 3631.0, + "FP": 10524.266666666666, + "IoU": 0.43937143459167133, + "TN": 1152405.3, + "TP": 13334.9, + "n_pred": 23859.166666666668, + "n_ref": 16965.9 + }, + "15": { + "Dice": 0.617655896486953, + "FN": 2280.1666666666665, + "FP": 2578.133333333333, + "IoU": 0.5112387260633707, + "TN": 1167348.2333333334, + "TP": 7688.933333333333, + "n_pred": 10267.066666666668, + "n_ref": 9969.1 + }, + "2": { + "Dice": 0.736547435203889, + "FN": 1250.3666666666666, + "FP": 1886.7333333333333, + "IoU": 0.6790780491296605, + "TN": 1163944.2666666666, + "TP": 12814.1, + "n_pred": 14700.833333333334, + "n_ref": 14064.466666666667 + }, + "3": { + "Dice": 0.7710746515277389, + "FN": 4454.0, + "FP": 2791.266666666667, + "IoU": 0.7093717725233831, + "TN": 1155195.4, + "TP": 17454.8, + "n_pred": 20246.066666666666, + "n_ref": 21908.8 + }, + "4": { + "Dice": 0.5225102232444067, + "FN": 959.6, + "FP": 436.3, + "IoU": 0.45216160160028435, + "TN": 1175560.2, + "TP": 2939.366666666667, + "n_pred": 3375.6666666666665, + "n_ref": 3898.9666666666667 + }, + "5": { + "Dice": 0.6345184891140468, + "FN": 683.0666666666667, + "FP": 361.53333333333336, + "IoU": 0.5220325135149558, + "TN": 1177406.8333333333, + "TP": 1444.0333333333333, + "n_pred": 1805.5666666666666, + "n_ref": 2127.1 + }, + "6": { + "Dice": 0.9348328864291882, + "FN": 4716.166666666667, + "FP": 2980.2, + "IoU": 0.88954337581583, + "TN": 1061668.4, + "TP": 110530.7, + "n_pred": 113510.9, + "n_ref": 115246.86666666667 + }, + "7": { + "Dice": 0.7736850882413845, + "FN": 2043.9, + "FP": 4449.6, + "IoU": 0.7002644298205235, + "TN": 1141649.7333333334, + "TP": 31752.233333333334, + "n_pred": 36201.833333333336, + "n_ref": 33796.13333333333 + }, + "8": { + "Dice": 0.8964268756267886, + "FN": 715.5, + "FP": 1932.6666666666667, + "IoU": 0.8268582900011529, + "TN": 1164172.8, + "TP": 13074.5, + "n_pred": 15007.166666666666, + "n_ref": 13790.0 + }, + "9": { + "Dice": 0.773765763885816, + "FN": 901.4, + "FP": 993.2333333333333, + "IoU": 0.6726390742324329, + "TN": 1171923.3, + "TP": 6077.533333333334, + "n_pred": 7070.766666666666, + "n_ref": 6978.933333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9537363757547244, + "FN": 1139, + "FP": 41, + "IoU": 0.9115641160158885, + "TN": 862817, + "TP": 12163, + "n_pred": 12204, + "n_ref": 13302 + }, + "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": 0.8668712970233421, + "FN": 3810, + "FP": 1785, + "IoU": 0.7650245684767545, + "TN": 852349, + "TP": 18216, + "n_pred": 20001, + "n_ref": 22026 + }, + "15": { + "Dice": 0.812176310592794, + "FN": 7982, + "FP": 2100, + "IoU": 0.6837515683814304, + "TN": 844280, + "TP": 21798, + "n_pred": 23898, + "n_ref": 29780 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7663344407530454, + "FN": 3, + "FP": 208, + "IoU": 0.6211849192100538, + "TN": 875603, + "TP": 346, + "n_pred": 554, + "n_ref": 349 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9724679405484684, + "FN": 4736, + "FP": 1853, + "IoU": 0.9464112886828514, + "TN": 1804597, + "TP": 116366, + "n_pred": 118219, + "n_ref": 121102 + }, + "10": { + "Dice": 0.45344498043141895, + "FN": 2652, + "FP": 3353, + "IoU": 0.2931967984934087, + "TN": 1919056, + "TP": 2491, + "n_pred": 5844, + "n_ref": 5143 + }, + "11": { + "Dice": 0.5303030303030303, + "FN": 15, + "FP": 47, + "IoU": 0.36082474226804123, + "TN": 1927455, + "TP": 35, + "n_pred": 82, + "n_ref": 50 + }, + "12": { + "Dice": 0.08905764584052468, + "FN": 2595, + "FP": 44, + "IoU": 0.04660404624277457, + "TN": 1924784, + "TP": 129, + "n_pred": 173, + "n_ref": 2724 + }, + "13": { + "Dice": 0.4256395839190329, + "FN": 5125, + "FP": 9176, + "IoU": 0.27035714285714285, + "TN": 1907952, + "TP": 5299, + "n_pred": 14475, + "n_ref": 10424 + }, + "14": { + "Dice": 0.8812127058991674, + "FN": 1338, + "FP": 11960, + "IoU": 0.7876499049869856, + "TN": 1864929, + "TP": 49325, + "n_pred": 61285, + "n_ref": 50663 + }, + "15": { + "Dice": 0.7347735415218437, + "FN": 2471, + "FP": 7449, + "IoU": 0.5807446853471958, + "TN": 1903891, + "TP": 13741, + "n_pred": 21190, + "n_ref": 16212 + }, + "2": { + "Dice": 0.8817942125345954, + "FN": 3902, + "FP": 10534, + "IoU": 0.7885795462866684, + "TN": 1859271, + "TP": 53845, + "n_pred": 64379, + "n_ref": 57747 + }, + "3": { + "Dice": 0.917322466291726, + "FN": 2412, + "FP": 5541, + "IoU": 0.8472720987843988, + "TN": 1875479, + "TP": 44120, + "n_pred": 49661, + "n_ref": 46532 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6631217838765009, + "FN": 1839, + "FP": 125, + "IoU": 0.4960225814729279, + "TN": 1923655, + "TP": 1933, + "n_pred": 2058, + "n_ref": 3772 + }, + "6": { + "Dice": 0.9630613678024995, + "FN": 6770, + "FP": 5381, + "IoU": 0.9287544488158967, + "TN": 1757001, + "TP": 158400, + "n_pred": 163781, + "n_ref": 165170 + }, + "7": { + "Dice": 0.9337716557538874, + "FN": 4691, + "FP": 2622, + "IoU": 0.875770805374828, + "TN": 1868685, + "TP": 51554, + "n_pred": 54176, + "n_ref": 56245 + }, + "8": { + "Dice": 0.8343453971338353, + "FN": 595, + "FP": 769, + "IoU": 0.7157741196082518, + "TN": 1922753, + "TP": 3435, + "n_pred": 4204, + "n_ref": 4030 + }, + "9": { + "Dice": 0.6562604900973481, + "FN": 5881, + "FP": 12551, + "IoU": 0.4883837122158381, + "TN": 1891525, + "TP": 17595, + "n_pred": 30146, + "n_ref": 23476 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.06600192988099067, + "FN": 15, + "FP": 14504, + "IoU": 0.034127195316657796, + "TN": 2438216, + "TP": 513, + "n_pred": 15017, + "n_ref": 528 + }, + "10": { + "Dice": 0.0, + "FN": 150, + "FP": 0, + "IoU": 0.0, + "TN": 2453098, + "TP": 0, + "n_pred": 0, + "n_ref": 150 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1835, + "IoU": 0.0, + "TN": 2451413, + "TP": 0, + "n_pred": 1835, + "n_ref": 0 + }, + "12": { + "Dice": 0.011760382212421904, + "FN": 2689, + "FP": 0, + "IoU": 0.005914972273567467, + "TN": 2450543, + "TP": 16, + "n_pred": 16, + "n_ref": 2705 + }, + "13": { + "Dice": 0.21525302922309336, + "FN": 4796, + "FP": 709, + "IoU": 0.12060702875399361, + "TN": 2446988, + "TP": 755, + "n_pred": 1464, + "n_ref": 5551 + }, + "14": { + "Dice": 0.0030070901770762816, + "FN": 9, + "FP": 139904, + "IoU": 0.0015058091404755787, + "TN": 2313124, + "TP": 211, + "n_pred": 140115, + "n_ref": 220 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4554, + "IoU": 0.0, + "TN": 2448694, + "TP": 0, + "n_pred": 4554, + "n_ref": 0 + }, + "2": { + "Dice": 0.8976507385676126, + "FN": 4582, + "FP": 4384, + "IoU": 0.8143070168171651, + "TN": 2404964, + "TP": 39318, + "n_pred": 43702, + "n_ref": 43900 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 54142, + "IoU": 0.0, + "TN": 2399106, + "TP": 0, + "n_pred": 54142, + "n_ref": 0 + }, + "4": { + "Dice": 0.45638406537282944, + "FN": 915, + "FP": 4407, + "IoU": 0.2956590788777131, + "TN": 2445692, + "TP": 2234, + "n_pred": 6641, + "n_ref": 3149 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9716486573232053, + "FN": 1288, + "FP": 15937, + "IoU": 0.9448605909280067, + "TN": 2140858, + "TP": 295165, + "n_pred": 311102, + "n_ref": 296453 + }, + "7": { + "Dice": 0.6228396058795025, + "FN": 2027, + "FP": 2643, + "IoU": 0.4522636640863242, + "TN": 2444722, + "TP": 3856, + "n_pred": 6499, + "n_ref": 5883 + }, + "8": { + "Dice": 0.8942709503482363, + "FN": 507, + "FP": 1846, + "IoU": 0.808761378413524, + "TN": 2440944, + "TP": 9951, + "n_pred": 11797, + "n_ref": 10458 + }, + "9": { + "Dice": 0.8634723625342763, + "FN": 768, + "FP": 1124, + "IoU": 0.7597460317460317, + "TN": 2445373, + "TP": 5983, + "n_pred": 7107, + "n_ref": 6751 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 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": 0.9437229437229437, + "FN": 56, + "FP": 217, + "IoU": 0.8934426229508197, + "TN": 873598, + "TP": 2289, + "n_pred": 2506, + "n_ref": 2345 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.5390835579514824, + "FN": 156, + "FP": 15, + "IoU": 0.36900369003690037, + "TN": 875889, + "TP": 100, + "n_pred": 115, + "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": 0.604776119402985, + "FN": 2391, + "FP": 257, + "IoU": 0.433461703038083, + "TN": 871486, + "TP": 2026, + "n_pred": 2283, + "n_ref": 4417 + }, + "14": { + "Dice": 0.8856571532448646, + "FN": 3719, + "FP": 684, + "IoU": 0.7947797716150081, + "TN": 854705, + "TP": 17052, + "n_pred": 17736, + "n_ref": 20771 + }, + "15": { + "Dice": 0.8675755725881209, + "FN": 626, + "FP": 5231, + "IoU": 0.7661222696961226, + "TN": 851117, + "TP": 19186, + "n_pred": 24417, + "n_ref": 19812 + }, + "2": { + "Dice": 0.961272040302267, + "FN": 1057, + "FP": 1403, + "IoU": 0.9254319490754774, + "TN": 843170, + "TP": 30530, + "n_pred": 31933, + "n_ref": 31587 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9125258198528559, + "FN": 1192, + "FP": 2577, + "IoU": 0.8391241249786581, + "TN": 852732, + "TP": 19659, + "n_pred": 22236, + "n_ref": 20851 + }, + "5": { + "Dice": 0.8724465781794221, + "FN": 800, + "FP": 555, + "IoU": 0.7737518784438137, + "TN": 870171, + "TP": 4634, + "n_pred": 5189, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9657801811637468, + "FN": 3149, + "FP": 863, + "IoU": 0.9338248635096574, + "TN": 815533, + "TP": 56615, + "n_pred": 57478, + "n_ref": 59764 + }, + "7": { + "Dice": 0.8851977548622895, + "FN": 942, + "FP": 2576, + "IoU": 0.7940401615830455, + "TN": 859079, + "TP": 13563, + "n_pred": 16139, + "n_ref": 14505 + }, + "8": { + "Dice": 0.9571509487397338, + "FN": 1889, + "FP": 1137, + "IoU": 0.9178230996931266, + "TN": 839337, + "TP": 33797, + "n_pred": 34934, + "n_ref": 35686 + }, + "9": { + "Dice": 0.49956933677863913, + "FN": 95, + "FP": 486, + "IoU": 0.33295063145809417, + "TN": 875289, + "TP": 290, + "n_pred": 776, + "n_ref": 385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9343544857768052, + "FN": 21, + "FP": 39, + "IoU": 0.8767967145790554, + "TN": 1226137, + "TP": 427, + "n_pred": 466, + "n_ref": 448 + }, + "10": { + "Dice": 0.8370393651292528, + "FN": 2745, + "FP": 1403, + "IoU": 0.7197486656307006, + "TN": 1211823, + "TP": 10653, + "n_pred": 12056, + "n_ref": 13398 + }, + "11": { + "Dice": 0.7383086515978177, + "FN": 1930, + "FP": 756, + "IoU": 0.5851737451737452, + "TN": 1220149, + "TP": 3789, + "n_pred": 4545, + "n_ref": 5719 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7608571038624267, + "FN": 3670, + "FP": 5091, + "IoU": 0.6140188562868976, + "TN": 1203926, + "TP": 13937, + "n_pred": 19028, + "n_ref": 17607 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 155, + "IoU": 0.0, + "TN": 1226469, + "TP": 0, + "n_pred": 155, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.69646221477915, + "FN": 2719, + "FP": 181, + "IoU": 0.5342861731170708, + "TN": 1220397, + "TP": 3327, + "n_pred": 3508, + "n_ref": 6046 + }, + "3": { + "Dice": 0.9606151183436367, + "FN": 3157, + "FP": 4762, + "IoU": 0.9242150191878882, + "TN": 1122131, + "TP": 96574, + "n_pred": 101336, + "n_ref": 99731 + }, + "4": { + "Dice": 0.0, + "FN": 1229, + "FP": 0, + "IoU": 0.0, + "TN": 1225395, + "TP": 0, + "n_pred": 0, + "n_ref": 1229 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9836641501720201, + "FN": 2007, + "FP": 2708, + "IoU": 0.9678534416930293, + "TN": 1079952, + "TP": 141957, + "n_pred": 144665, + "n_ref": 143964 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7461400834934729, + "FN": 398, + "FP": 3433, + "IoU": 0.5950745164358947, + "TN": 1217163, + "TP": 5630, + "n_pred": 9063, + "n_ref": 6028 + }, + "9": { + "Dice": 0.903203251321942, + "FN": 6234, + "FP": 411, + "IoU": 0.823491911706112, + "TN": 1188977, + "TP": 31002, + "n_pred": 31413, + "n_ref": 37236 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 123, + "IoU": 0.0, + "TN": 2277893, + "TP": 0, + "n_pred": 123, + "n_ref": 0 + }, + "10": { + "Dice": 0.8860163541752705, + "FN": 1158, + "FP": 1602, + "IoU": 0.7953584933639801, + "TN": 2264529, + "TP": 10727, + "n_pred": 12329, + "n_ref": 11885 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7438825448613376, + "FN": 152, + "FP": 5, + "IoU": 0.5922077922077922, + "TN": 2277631, + "TP": 228, + "n_pred": 233, + "n_ref": 380 + }, + "13": { + "Dice": 0.659269708643047, + "FN": 2230, + "FP": 10330, + "IoU": 0.4917243332928655, + "TN": 2253305, + "TP": 12151, + "n_pred": 22481, + "n_ref": 14381 + }, + "14": { + "Dice": 0.09360115035499236, + "FN": 5495, + "FP": 115531, + "IoU": 0.04909840895698291, + "TN": 2150741, + "TP": 6249, + "n_pred": 121780, + "n_ref": 11744 + }, + "15": { + "Dice": 0.9367546563044352, + "FN": 354, + "FP": 1534, + "IoU": 0.8810333963453056, + "TN": 2262146, + "TP": 13982, + "n_pred": 15516, + "n_ref": 14336 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2282, + "IoU": 0.0, + "TN": 2275734, + "TP": 0, + "n_pred": 2282, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 2277971, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 574, + "FP": 0, + "IoU": 0.0, + "TN": 2277442, + "TP": 0, + "n_pred": 0, + "n_ref": 574 + }, + "6": { + "Dice": 0.9308162608602382, + "FN": 1729, + "FP": 4076, + "IoU": 0.8705858747993579, + "TN": 2233160, + "TP": 39051, + "n_pred": 43127, + "n_ref": 40780 + }, + "7": { + "Dice": 0.9487281373155718, + "FN": 8488, + "FP": 7254, + "IoU": 0.9024574622334032, + "TN": 2116630, + "TP": 145644, + "n_pred": 152898, + "n_ref": 154132 + }, + "8": { + "Dice": 0.9618678001601676, + "FN": 1442, + "FP": 415, + "IoU": 0.9265369095656302, + "TN": 2252738, + "TP": 23421, + "n_pred": 23836, + "n_ref": 24863 + }, + "9": { + "Dice": 0.7475612657625506, + "FN": 3015, + "FP": 168, + "IoU": 0.5968844984802432, + "TN": 2270120, + "TP": 4713, + "n_pred": 4881, + "n_ref": 7728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9779121213144651, + "FN": 1281, + "FP": 1335, + "IoU": 0.956778904933417, + "TN": 1341330, + "TP": 57910, + "n_pred": 59245, + "n_ref": 59191 + }, + "10": { + "Dice": 0.8183141886426145, + "FN": 1875, + "FP": 1494, + "IoU": 0.6924972617743702, + "TN": 1390900, + "TP": 7587, + "n_pred": 9081, + "n_ref": 9462 + }, + "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": 2396, + "IoU": 0.0, + "TN": 1399460, + "TP": 0, + "n_pred": 2396, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1176, + "IoU": 0.0, + "TN": 1400680, + "TP": 0, + "n_pred": 1176, + "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": 0.9383236824276822, + "FN": 3920, + "FP": 905, + "IoU": 0.8838133307647852, + "TN": 1360328, + "TP": 36703, + "n_pred": 37608, + "n_ref": 40623 + }, + "7": { + "Dice": 0.7813723374741839, + "FN": 3492, + "FP": 24878, + "IoU": 0.64119038283987, + "TN": 1322789, + "TP": 50697, + "n_pred": 75575, + "n_ref": 54189 + }, + "8": { + "Dice": 0.9627210549017191, + "FN": 525, + "FP": 80, + "IoU": 0.9281216585481763, + "TN": 1393439, + "TP": 7812, + "n_pred": 7892, + "n_ref": 8337 + }, + "9": { + "Dice": 0.785857908847185, + "FN": 44, + "FP": 1234, + "IoU": 0.6472536571901739, + "TN": 1398233, + "TP": 2345, + "n_pred": 3579, + "n_ref": 2389 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9571243952927183, + "FN": 2390, + "FP": 1359, + "IoU": 0.9177742685441067, + "TN": 655334, + "TP": 41845, + "n_pred": 43204, + "n_ref": 44235 + }, + "10": { + "Dice": 0.8545931202499801, + "FN": 867, + "FP": 4624, + "IoU": 0.746104406528876, + "TN": 679301, + "TP": 16136, + "n_pred": 20760, + "n_ref": 17003 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.30597014925373134, + "FN": 356, + "FP": 16, + "IoU": 0.18061674008810572, + "TN": 700474, + "TP": 82, + "n_pred": 98, + "n_ref": 438 + }, + "13": { + "Dice": 0.3353462157809984, + "FN": 203, + "FP": 6401, + "IoU": 0.2014510278113664, + "TN": 692658, + "TP": 1666, + "n_pred": 8067, + "n_ref": 1869 + }, + "14": { + "Dice": 0.5543483938365108, + "FN": 11387, + "FP": 5677, + "IoU": 0.38345918994110634, + "TN": 673251, + "TP": 10613, + "n_pred": 16290, + "n_ref": 22000 + }, + "15": { + "Dice": 0.6286772664950809, + "FN": 20652, + "FP": 10222, + "IoU": 0.45844588668654623, + "TN": 643918, + "TP": 26136, + "n_pred": 36358, + "n_ref": 46788 + }, + "2": { + "Dice": 0.9389755086789633, + "FN": 5068, + "FP": 2118, + "IoU": 0.884970626370636, + "TN": 638457, + "TP": 55285, + "n_pred": 57403, + "n_ref": 60353 + }, + "3": { + "Dice": 0.9346306048974977, + "FN": 1579, + "FP": 618, + "IoU": 0.8772831369044294, + "TN": 683025, + "TP": 15706, + "n_pred": 16324, + "n_ref": 17285 + }, + "4": { + "Dice": 0.2143129528409813, + "FN": 6149, + "FP": 32, + "IoU": 0.12001708428246013, + "TN": 693904, + "TP": 843, + "n_pred": 875, + "n_ref": 6992 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9660702802889889, + "FN": 5081, + "FP": 1198, + "IoU": 0.9343674544523304, + "TN": 605259, + "TP": 89390, + "n_pred": 90588, + "n_ref": 94471 + }, + "7": { + "Dice": 0.9464448386632786, + "FN": 1367, + "FP": 1984, + "IoU": 0.8983343951943206, + "TN": 667967, + "TP": 29610, + "n_pred": 31594, + "n_ref": 30977 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9839346198067183, + "FN": 210, + "FP": 307, + "IoU": 0.9683772707810875, + "TN": 1560739, + "TP": 15832, + "n_pred": 16139, + "n_ref": 16042 + }, + "10": { + "Dice": 0.7361878453038674, + "FN": 14083, + "FP": 51, + "IoU": 0.5825136612021858, + "TN": 1543233, + "TP": 19721, + "n_pred": 19772, + "n_ref": 33804 + }, + "11": { + "Dice": 0.7340823970037453, + "FN": 41, + "FP": 30, + "IoU": 0.5798816568047337, + "TN": 1576919, + "TP": 98, + "n_pred": 128, + "n_ref": 139 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7421777724223803, + "FN": 345, + "FP": 6074, + "IoU": 0.590049814791161, + "TN": 1561430, + "TP": 9239, + "n_pred": 15313, + "n_ref": 9584 + }, + "14": { + "Dice": 0.9696409443735236, + "FN": 196, + "FP": 1873, + "IoU": 0.9410709199658217, + "TN": 1541978, + "TP": 33041, + "n_pred": 34914, + "n_ref": 33237 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9767970451747324, + "FN": 95, + "FP": 150, + "IoU": 0.9546464272491669, + "TN": 1571686, + "TP": 5157, + "n_pred": 5307, + "n_ref": 5252 + }, + "3": { + "Dice": 0.9668121384349945, + "FN": 625, + "FP": 29, + "IoU": 0.9357563850687622, + "TN": 1566908, + "TP": 9526, + "n_pred": 9555, + "n_ref": 10151 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7449070853622181, + "FN": 6775, + "FP": 926, + "IoU": 0.593507521773555, + "TN": 1558143, + "TP": 11244, + "n_pred": 12170, + "n_ref": 18019 + }, + "6": { + "Dice": 0.9891604593980816, + "FN": 2293, + "FP": 2208, + "IoU": 0.9785533901939296, + "TN": 1367218, + "TP": 205369, + "n_pred": 207577, + "n_ref": 207662 + }, + "7": { + "Dice": 0.9653629499420718, + "FN": 334, + "FP": 533, + "IoU": 0.933045022781682, + "TN": 1564139, + "TP": 12082, + "n_pred": 12615, + "n_ref": 12416 + }, + "8": { + "Dice": 0.968578614065388, + "FN": 1971, + "FP": 1140, + "IoU": 0.9390716803760282, + "TN": 1526028, + "TP": 47949, + "n_pred": 49089, + "n_ref": 49920 + }, + "9": { + "Dice": 0.9468783743118616, + "FN": 1636, + "FP": 1365, + "IoU": 0.8991158772313175, + "TN": 1547341, + "TP": 26746, + "n_pred": 28111, + "n_ref": 28382 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9758425804672961, + "FN": 532, + "FP": 870, + "IoU": 0.952824792220465, + "TN": 1547369, + "TP": 28317, + "n_pred": 29187, + "n_ref": 28849 + }, + "10": { + "Dice": 0.7726789133981133, + "FN": 3387, + "FP": 6228, + "IoU": 0.6295654184003698, + "TN": 1551132, + "TP": 16341, + "n_pred": 22569, + "n_ref": 19728 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8376151236063984, + "FN": 464, + "FP": 206, + "IoU": 0.7206005004170142, + "TN": 1574690, + "TP": 1728, + "n_pred": 1934, + "n_ref": 2192 + }, + "13": { + "Dice": 0.39989680082559337, + "FN": 1178, + "FP": 1148, + "IoU": 0.24991938084488874, + "TN": 1573987, + "TP": 775, + "n_pred": 1923, + "n_ref": 1953 + }, + "14": { + "Dice": 0.7751177771368137, + "FN": 1050, + "FP": 3628, + "IoU": 0.6328100470957614, + "TN": 1564348, + "TP": 8062, + "n_pred": 11690, + "n_ref": 9112 + }, + "15": { + "Dice": 0.8258155694264515, + "FN": 3967, + "FP": 470, + "IoU": 0.7033099297893681, + "TN": 1562133, + "TP": 10518, + "n_pred": 10988, + "n_ref": 14485 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.6638297872340425, + "FN": 20, + "FP": 138, + "IoU": 0.4968152866242038, + "TN": 1576774, + "TP": 156, + "n_pred": 294, + "n_ref": 176 + }, + "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": 0.6304909560723514, + "FN": 70, + "FP": 73, + "IoU": 0.46037735849056605, + "TN": 1576823, + "TP": 122, + "n_pred": 195, + "n_ref": 192 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2455, + "IoU": 0.0, + "TN": 1574633, + "TP": 0, + "n_pred": 2455, + "n_ref": 0 + }, + "8": { + "Dice": 0.9724374133572535, + "FN": 592, + "FP": 84, + "IoU": 0.9463534640107928, + "TN": 1564487, + "TP": 11925, + "n_pred": 12009, + "n_ref": 12517 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.045180722891566265, + "FN": 0, + "FP": 634, + "IoU": 0.023112480739599383, + "TN": 1576439, + "TP": 15, + "n_pred": 649, + "n_ref": 15 + }, + "10": { + "Dice": 0.7200465296626599, + "FN": 495, + "FP": 3837, + "IoU": 0.5625568009694032, + "TN": 1567185, + "TP": 5571, + "n_pred": 9408, + "n_ref": 6066 + }, + "11": { + "Dice": 0.8048484848484848, + "FN": 502, + "FP": 303, + "IoU": 0.6734279918864098, + "TN": 1574623, + "TP": 1660, + "n_pred": 1963, + "n_ref": 2162 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7040383551539738, + "FN": 621, + "FP": 984, + "IoU": 0.5432555492316449, + "TN": 1573574, + "TP": 1909, + "n_pred": 2893, + "n_ref": 2530 + }, + "14": { + "Dice": 0.96494672321549, + "FN": 1194, + "FP": 3484, + "IoU": 0.9322676859815249, + "TN": 1508022, + "TP": 64388, + "n_pred": 67872, + "n_ref": 65582 + }, + "15": { + "Dice": 0.0, + "FN": 965, + "FP": 13077, + "IoU": 0.0, + "TN": 1563046, + "TP": 0, + "n_pred": 13077, + "n_ref": 965 + }, + "2": { + "Dice": 0.965984268375267, + "FN": 1137, + "FP": 822, + "IoU": 0.934206549118388, + "TN": 1547313, + "TP": 27816, + "n_pred": 28638, + "n_ref": 28953 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1577087, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1709, + "FP": 0, + "IoU": 0.0, + "TN": 1575379, + "TP": 0, + "n_pred": 0, + "n_ref": 1709 + }, + "5": { + "Dice": 0.6673960612691466, + "FN": 213, + "FP": 91, + "IoU": 0.5008210180623974, + "TN": 1576479, + "TP": 305, + "n_pred": 396, + "n_ref": 518 + }, + "6": { + "Dice": 0.8960651885595664, + "FN": 53703, + "FP": 3975, + "IoU": 0.8117011795201609, + "TN": 1270777, + "TP": 248633, + "n_pred": 252608, + "n_ref": 302336 + }, + "7": { + "Dice": 0.37333835872606297, + "FN": 7015, + "FP": 36214, + "IoU": 0.22951199515203366, + "TN": 1520982, + "TP": 12877, + "n_pred": 49091, + "n_ref": 19892 + }, + "8": { + "Dice": 0.9712366274310554, + "FN": 380, + "FP": 639, + "IoU": 0.9440816550513088, + "TN": 1558865, + "TP": 17204, + "n_pred": 17843, + "n_ref": 17584 + }, + "9": { + "Dice": 0.9292996738488405, + "FN": 430, + "FP": 2323, + "IoU": 0.8679362947328024, + "TN": 1556242, + "TP": 18093, + "n_pred": 20416, + "n_ref": 18523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8815781259754042, + "FN": 378, + "FP": 1519, + "IoU": 0.7882339807992855, + "TN": 516738, + "TP": 7061, + "n_pred": 8580, + "n_ref": 7439 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8380425634243116, + "FN": 742, + "FP": 605, + "IoU": 0.7212334437086093, + "TN": 520864, + "TP": 3485, + "n_pred": 4090, + "n_ref": 4227 + }, + "13": { + "Dice": 0.29960820465545057, + "FN": 3038, + "FP": 1, + "IoU": 0.17619951206288967, + "TN": 522007, + "TP": 650, + "n_pred": 651, + "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": 0.9352601156069364, + "FN": 52, + "FP": 60, + "IoU": 0.8783930510314875, + "TN": 524775, + "TP": 809, + "n_pred": 869, + "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": 0.9658337582865885, + "FN": 131, + "FP": 204, + "IoU": 0.9339250493096647, + "TN": 520626, + "TP": 4735, + "n_pred": 4939, + "n_ref": 4866 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 235, + "IoU": 0.0, + "TN": 525461, + "TP": 0, + "n_pred": 235, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.8477414330218068, + "FN": 750, + "FP": 3942, + "IoU": 0.7357215275430888, + "TN": 1033638, + "TP": 13062, + "n_pred": 17004, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7359116022099448, + "FN": 1268, + "FP": 166, + "IoU": 0.5821678321678322, + "TN": 1047960, + "TP": 1998, + "n_pred": 2164, + "n_ref": 3266 + }, + "13": { + "Dice": 0.26229508196721313, + "FN": 51, + "FP": 39, + "IoU": 0.1509433962264151, + "TN": 1051286, + "TP": 16, + "n_pred": 55, + "n_ref": 67 + }, + "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": 0.9630571951964176, + "FN": 676, + "FP": 776, + "IoU": 0.9287466876042791, + "TN": 1031014, + "TP": 18926, + "n_pred": 19702, + "n_ref": 19602 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8855690743878023, + "FN": 716, + "FP": 1513, + "IoU": 0.7946379215035931, + "TN": 1040538, + "TP": 8625, + "n_pred": 10138, + "n_ref": 9341 + }, + "6": { + "Dice": 0.989031088056131, + "FN": 1652, + "FP": 471, + "IoU": 0.9783001993151735, + "TN": 953557, + "TP": 95712, + "n_pred": 96183, + "n_ref": 97364 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9811489148653649, + "FN": 837, + "FP": 895, + "IoU": 0.9629954064736673, + "TN": 1004587, + "TP": 45073, + "n_pred": 45968, + "n_ref": 45910 + }, + "9": { + "Dice": 0.8328611898016998, + "FN": 104, + "FP": 14, + "IoU": 0.7135922330097088, + "TN": 1050980, + "TP": 294, + "n_pred": 308, + "n_ref": 398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8655796636281936, + "FN": 6335, + "FP": 994, + "IoU": 0.763014938886374, + "TN": 1195698, + "TP": 23597, + "n_pred": 24591, + "n_ref": 29932 + }, + "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": 0.2276707530647986, + "FN": 74, + "FP": 367, + "IoU": 0.12845849802371542, + "TN": 1226118, + "TP": 65, + "n_pred": 432, + "n_ref": 139 + }, + "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": 0.022614787177339526, + "FN": 28, + "FP": 25644, + "IoU": 0.011436713003966268, + "TN": 1200655, + "TP": 297, + "n_pred": 25941, + "n_ref": 325 + }, + "3": { + "Dice": 0.7053897042199526, + "FN": 29064, + "FP": 907, + "IoU": 0.5448664409044661, + "TN": 1160773, + "TP": 35880, + "n_pred": 36787, + "n_ref": 64944 + }, + "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": 0.9901593932978203, + "FN": 2727, + "FP": 2488, + "IoU": 0.9805105743681353, + "TN": 959043, + "TP": 262366, + "n_pred": 264854, + "n_ref": 265093 + }, + "7": { + "Dice": 0.9711401922625068, + "FN": 1883, + "FP": 942, + "IoU": 0.9438994360155691, + "TN": 1176268, + "TP": 47531, + "n_pred": 48473, + "n_ref": 49414 + }, + "8": { + "Dice": 0.9662358570725817, + "FN": 693, + "FP": 1572, + "IoU": 0.9346772798061949, + "TN": 1191950, + "TP": 32409, + "n_pred": 33981, + "n_ref": 33102 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8642280071813285, + "FN": 657, + "FP": 553, + "IoU": 0.7609168148587235, + "TN": 520635, + "TP": 3851, + "n_pred": 4404, + "n_ref": 4508 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6137463697967086, + "FN": 97, + "FP": 302, + "IoU": 0.44273743016759776, + "TN": 524980, + "TP": 317, + "n_pred": 619, + "n_ref": 414 + }, + "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": 18339, + "IoU": 0.0, + "TN": 507357, + "TP": 0, + "n_pred": 18339, + "n_ref": 0 + }, + "15": { + "Dice": 0.9212150757137199, + "FN": 12632, + "FP": 297, + "IoU": 0.8539376616921044, + "TN": 437179, + "TP": 75588, + "n_pred": 75885, + "n_ref": 88220 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.866184944662947, + "FN": 491, + "FP": 972, + "IoU": 0.7639561148757664, + "TN": 519498, + "TP": 4735, + "n_pred": 5707, + "n_ref": 5226 + }, + "6": { + "Dice": 0.9647251068667038, + "FN": 1626, + "FP": 1353, + "IoU": 0.9318540546723093, + "TN": 481981, + "TP": 40736, + "n_pred": 42089, + "n_ref": 42362 + }, + "7": { + "Dice": 0.9525582562858219, + "FN": 1020, + "FP": 1248, + "IoU": 0.9094140671805727, + "TN": 500659, + "TP": 22769, + "n_pred": 24017, + "n_ref": 23789 + }, + "8": { + "Dice": 0.9643857543017207, + "FN": 496, + "FP": 928, + "IoU": 0.9312210200927357, + "TN": 504992, + "TP": 19280, + "n_pred": 20208, + "n_ref": 19776 + }, + "9": { + "Dice": 0.8975903614457831, + "FN": 54, + "FP": 14, + "IoU": 0.8142076502732241, + "TN": 525330, + "TP": 298, + "n_pred": 312, + "n_ref": 352 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9791347290323336, + "FN": 930, + "FP": 853, + "IoU": 0.9591223806685314, + "TN": 657310, + "TP": 41835, + "n_pred": 42688, + "n_ref": 42765 + }, + "10": { + "Dice": 0.8010496512671776, + "FN": 2698, + "FP": 183, + "IoU": 0.6681257919594517, + "TN": 692247, + "TP": 5800, + "n_pred": 5983, + "n_ref": 8498 + }, + "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": 0.8066208393632417, + "FN": 396, + "FP": 1742, + "IoU": 0.6759132939214795, + "TN": 694331, + "TP": 4459, + "n_pred": 6201, + "n_ref": 4855 + }, + "14": { + "Dice": 0.8636807023248252, + "FN": 5294, + "FP": 1414, + "IoU": 0.7600686744402317, + "TN": 672970, + "TP": 21250, + "n_pred": 22664, + "n_ref": 26544 + }, + "15": { + "Dice": 0.8173903002309468, + "FN": 5586, + "FP": 10228, + "IoU": 0.6911750346632296, + "TN": 649721, + "TP": 35393, + "n_pred": 45621, + "n_ref": 40979 + }, + "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": 0.9725186790675556, + "FN": 2056, + "FP": 949, + "IoU": 0.946507405297636, + "TN": 644752, + "TP": 53171, + "n_pred": 54120, + "n_ref": 55227 + }, + "7": { + "Dice": 0.9420330892763238, + "FN": 2129, + "FP": 2170, + "IoU": 0.890418291657108, + "TN": 661697, + "TP": 34932, + "n_pred": 37102, + "n_ref": 37061 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0237.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": 0.04344851180294218, + "FN": 4887, + "FP": 705, + "IoU": 0.022206679489421226, + "TN": 1220905, + "TP": 127, + "n_pred": 832, + "n_ref": 5014 + }, + "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": 0.6406860044551965, + "FN": 91, + "FP": 14910, + "IoU": 0.4713303964757709, + "TN": 1198249, + "TP": 13374, + "n_pred": 28284, + "n_ref": 13465 + }, + "9": { + "Dice": 0.7897545357524013, + "FN": 138, + "FP": 59, + "IoU": 0.6525573192239859, + "TN": 1226057, + "TP": 370, + "n_pred": 429, + "n_ref": 508 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9875896737707494, + "FN": 809, + "FP": 139, + "IoU": 0.9754836040136547, + "TN": 1538420, + "TP": 37720, + "n_pred": 37859, + "n_ref": 38529 + }, + "10": { + "Dice": 0.8671193016488846, + "FN": 44, + "FP": 93, + "IoU": 0.7654109589041096, + "TN": 1576504, + "TP": 447, + "n_pred": 540, + "n_ref": 491 + }, + "11": { + "Dice": 0.814473045167557, + "FN": 490, + "FP": 274, + "IoU": 0.6870135190495699, + "TN": 1574647, + "TP": 1677, + "n_pred": 1951, + "n_ref": 2167 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8024744027303754, + "FN": 108, + "FP": 1744, + "IoU": 0.6701104381902387, + "TN": 1571474, + "TP": 3762, + "n_pred": 5506, + "n_ref": 3870 + }, + "14": { + "Dice": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 1577004, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "15": { + "Dice": 0.3548387096774194, + "FN": 120, + "FP": 0, + "IoU": 0.21568627450980393, + "TN": 1576935, + "TP": 33, + "n_pred": 33, + "n_ref": 153 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6801, + "IoU": 0.0, + "TN": 1570287, + "TP": 0, + "n_pred": 6801, + "n_ref": 0 + }, + "3": { + "Dice": 0.8628762021753835, + "FN": 17623, + "FP": 14, + "IoU": 0.7588234489737313, + "TN": 1503959, + "TP": 55492, + "n_pred": 55506, + "n_ref": 73115 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.862496700976511, + "FN": 362, + "FP": 159, + "IoU": 0.7582366589327146, + "TN": 1574933, + "TP": 1634, + "n_pred": 1793, + "n_ref": 1996 + }, + "6": { + "Dice": 0.968540531326612, + "FN": 4844, + "FP": 1431, + "IoU": 0.9390000874899144, + "TN": 1474219, + "TP": 96594, + "n_pred": 98025, + "n_ref": 101438 + }, + "7": { + "Dice": 0.9785550620742188, + "FN": 2074, + "FP": 1417, + "IoU": 0.9580105845561703, + "TN": 1493948, + "TP": 79649, + "n_pred": 81066, + "n_ref": 81723 + }, + "8": { + "Dice": 0.8896821185663981, + "FN": 434, + "FP": 1853, + "IoU": 0.8012859501259884, + "TN": 1565579, + "TP": 9222, + "n_pred": 11075, + "n_ref": 9656 + }, + "9": { + "Dice": 0.9408842523596622, + "FN": 897, + "FP": 1245, + "IoU": 0.8883677298311444, + "TN": 1557900, + "TP": 17046, + "n_pred": 18291, + "n_ref": 17943 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9734932225720729, + "FN": 3413, + "FP": 3709, + "IoU": 0.9483553776540202, + "TN": 738256, + "TP": 130782, + "n_pred": 134491, + "n_ref": 134195 + }, + "10": { + "Dice": 0.8944027278992999, + "FN": 2590, + "FP": 321, + "IoU": 0.8089769669925848, + "TN": 860921, + "TP": 12328, + "n_pred": 12649, + "n_ref": 14918 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.631578947368421, + "FN": 1, + "FP": 13, + "IoU": 0.46153846153846156, + "TN": 876134, + "TP": 12, + "n_pred": 25, + "n_ref": 13 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.24638733241078922, + "FN": 66393, + "FP": 47, + "IoU": 0.14050271018486177, + "TN": 798859, + "TP": 10861, + "n_pred": 10908, + "n_ref": 77254 + }, + "15": { + "Dice": 0.6112332112332113, + "FN": 3132, + "FP": 52, + "IoU": 0.4401266045366626, + "TN": 870473, + "TP": 2503, + "n_pred": 2555, + "n_ref": 5635 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9357652656621729, + "FN": 24, + "FP": 138, + "IoU": 0.879284649776453, + "TN": 874818, + "TP": 1180, + "n_pred": 1318, + "n_ref": 1204 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8270348837209303, + "FN": 208, + "FP": 268, + "IoU": 0.7050805452292441, + "TN": 874546, + "TP": 1138, + "n_pred": 1406, + "n_ref": 1346 + }, + "6": { + "Dice": 0.9484114351203362, + "FN": 1731, + "FP": 4751, + "IoU": 0.9018845076818285, + "TN": 810095, + "TP": 59583, + "n_pred": 64334, + "n_ref": 61314 + }, + "7": { + "Dice": 0.8801490556585781, + "FN": 585, + "FP": 13052, + "IoU": 0.7859519698634437, + "TN": 812450, + "TP": 50073, + "n_pred": 63125, + "n_ref": 50658 + }, + "8": { + "Dice": 0.9580045813184016, + "FN": 151, + "FP": 14, + "IoU": 0.9193942354665364, + "TN": 874113, + "TP": 1882, + "n_pred": 1896, + "n_ref": 2033 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9716548959725139, + "FN": 184, + "FP": 410, + "IoU": 0.9448723897911833, + "TN": 1215849, + "TP": 10181, + "n_pred": 10591, + "n_ref": 10365 + }, + "10": { + "Dice": 0.5481786872470399, + "FN": 16367, + "FP": 1606, + "IoU": 0.37757999722953317, + "TN": 1197748, + "TP": 10903, + "n_pred": 12509, + "n_ref": 27270 + }, + "11": { + "Dice": 0.8089481728497985, + "FN": 969, + "FP": 406, + "IoU": 0.6791880541297247, + "TN": 1222338, + "TP": 2911, + "n_pred": 3317, + "n_ref": 3880 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8579050429945796, + "FN": 2017, + "FP": 2990, + "IoU": 0.7511678759566643, + "TN": 1206502, + "TP": 15115, + "n_pred": 18105, + "n_ref": 17132 + }, + "14": { + "Dice": 0.9862069937825734, + "FN": 2102, + "FP": 833, + "IoU": 0.9727893048524967, + "TN": 1118762, + "TP": 104927, + "n_pred": 105760, + "n_ref": 107029 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9714889123548046, + "FN": 240, + "FP": 543, + "IoU": 0.944558521560575, + "TN": 1212501, + "TP": 13340, + "n_pred": 13883, + "n_ref": 13580 + }, + "3": { + "Dice": 0.9527275542994309, + "FN": 468, + "FP": 753, + "IoU": 0.9097227356746765, + "TN": 1213099, + "TP": 12304, + "n_pred": 13057, + "n_ref": 12772 + }, + "4": { + "Dice": 0.9104359092238893, + "FN": 1462, + "FP": 681, + "IoU": 0.835596471039509, + "TN": 1213589, + "TP": 10892, + "n_pred": 11573, + "n_ref": 12354 + }, + "5": { + "Dice": 0.691974447463103, + "FN": 192, + "FP": 4003, + "IoU": 0.5290221174357247, + "TN": 1217717, + "TP": 4712, + "n_pred": 8715, + "n_ref": 4904 + }, + "6": { + "Dice": 0.9860236799626804, + "FN": 3016, + "FP": 2257, + "IoU": 0.9724326500311067, + "TN": 1035347, + "TP": 186004, + "n_pred": 188261, + "n_ref": 189020 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 2001, + "IoU": 0.0, + "TN": 1224622, + "TP": 0, + "n_pred": 2001, + "n_ref": 1 + }, + "8": { + "Dice": 0.9690539883268483, + "FN": 1030, + "FP": 1006, + "IoU": 0.9399657958365277, + "TN": 1192710, + "TP": 31878, + "n_pred": 32884, + "n_ref": 32908 + }, + "9": { + "Dice": 0.896729209683694, + "FN": 1120, + "FP": 2331, + "IoU": 0.8127915807746555, + "TN": 1208190, + "TP": 14983, + "n_pred": 17314, + "n_ref": 16103 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0274.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": 0.7525354969574036, + "FN": 1015, + "FP": 693, + "IoU": 0.6032520325203252, + "TN": 1222319, + "TP": 2597, + "n_pred": 3290, + "n_ref": 3612 + }, + "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": 273, + "IoU": 0.0, + "TN": 1226351, + "TP": 0, + "n_pred": 273, + "n_ref": 0 + }, + "3": { + "Dice": 0.9435519353112551, + "FN": 2843, + "FP": 1904, + "IoU": 0.8931361293082101, + "TN": 1182203, + "TP": 39674, + "n_pred": 41578, + "n_ref": 42517 + }, + "4": { + "Dice": 0.9080150618612157, + "FN": 642, + "FP": 1410, + "IoU": 0.8315270935960591, + "TN": 1214444, + "TP": 10128, + "n_pred": 11538, + "n_ref": 10770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9822371651996524, + "FN": 3566, + "FP": 5838, + "IoU": 0.9650943536293854, + "TN": 957212, + "TP": 260008, + "n_pred": 265846, + "n_ref": 263574 + }, + "7": { + "Dice": 0.358974358974359, + "FN": 0, + "FP": 50, + "IoU": 0.21875, + "TN": 1226560, + "TP": 14, + "n_pred": 64, + "n_ref": 14 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8769830477744538, + "FN": 2406, + "FP": 1665, + "IoU": 0.7809170164675493, + "TN": 1208042, + "TP": 14511, + "n_pred": 16176, + "n_ref": 16917 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.8551724137931035, + "FN": 356, + "FP": 43, + "IoU": 0.7469879518072289, + "TN": 1049815, + "TP": 1178, + "n_pred": 1221, + "n_ref": 1534 + }, + "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": 0.87444279346211, + "FN": 94, + "FP": 244, + "IoU": 0.7768976897689769, + "TN": 1049877, + "TP": 1177, + "n_pred": 1421, + "n_ref": 1271 + }, + "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": 0.9820939769416281, + "FN": 3143, + "FP": 2136, + "IoU": 0.9648179249306889, + "TN": 901344, + "TP": 144769, + "n_pred": 146905, + "n_ref": 147912 + }, + "7": { + "Dice": 0.985517514034949, + "FN": 1412, + "FP": 3167, + "IoU": 0.9714485244143487, + "TN": 891015, + "TP": 155798, + "n_pred": 158965, + "n_ref": 157210 + }, + "8": { + "Dice": 0.6890976373469969, + "FN": 173, + "FP": 16210, + "IoU": 0.5256666377138887, + "TN": 1016853, + "TP": 18156, + "n_pred": 34366, + "n_ref": 18329 + }, + "9": { + "Dice": 0.501834862385321, + "FN": 688, + "FP": 398, + "IoU": 0.33496631965707285, + "TN": 1049759, + "TP": 547, + "n_pred": 945, + "n_ref": 1235 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9205931595312127, + "FN": 103, + "FP": 561, + "IoU": 0.8528694881453579, + "TN": 696415, + "TP": 3849, + "n_pred": 4410, + "n_ref": 3952 + }, + "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": 0.8869028369836837, + "FN": 2068, + "FP": 5626, + "IoU": 0.7967883365907771, + "TN": 663066, + "TP": 30168, + "n_pred": 35794, + "n_ref": 32236 + }, + "15": { + "Dice": 0.316830326558575, + "FN": 9651, + "FP": 20265, + "IoU": 0.18823433641765935, + "TN": 664075, + "TP": 6937, + "n_pred": 27202, + "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": 0.6246246246246246, + "FN": 155, + "FP": 95, + "IoU": 0.45414847161572053, + "TN": 700470, + "TP": 208, + "n_pred": 303, + "n_ref": 363 + }, + "7": { + "Dice": 0.9404044750430293, + "FN": 4417, + "FP": 2785, + "IoU": 0.88751269035533, + "TN": 636903, + "TP": 56823, + "n_pred": 59608, + "n_ref": 61240 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.8918487686437738, + "FN": 1235, + "FP": 324, + "IoU": 0.8048078126956304, + "TN": 868173, + "TP": 6428, + "n_pred": 6752, + "n_ref": 7663 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8525649308696214, + "FN": 817, + "FP": 324, + "IoU": 0.743018018018018, + "TN": 871720, + "TP": 3299, + "n_pred": 3623, + "n_ref": 4116 + }, + "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": 0.967937929177326, + "FN": 2370, + "FP": 1440, + "IoU": 0.937867940835929, + "TN": 814839, + "TP": 57511, + "n_pred": 58951, + "n_ref": 59881 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7832120109190173, + "FN": 565, + "FP": 1341, + "IoU": 0.6436717143391288, + "TN": 870811, + "TP": 3443, + "n_pred": 4784, + "n_ref": 4008 + }, + "6": { + "Dice": 0.9535438904590731, + "FN": 811, + "FP": 882, + "IoU": 0.9112125026221942, + "TN": 857092, + "TP": 17375, + "n_pred": 18257, + "n_ref": 18186 + }, + "7": { + "Dice": 0.960293912662538, + "FN": 1248, + "FP": 2740, + "IoU": 0.9236205542680942, + "TN": 823947, + "TP": 48225, + "n_pred": 50965, + "n_ref": 49473 + }, + "8": { + "Dice": 0.9669031252058946, + "FN": 634, + "FP": 873, + "IoU": 0.9359268707482993, + "TN": 852640, + "TP": 22013, + "n_pred": 22886, + "n_ref": 22647 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8184021263289556, + "FN": 381, + "FP": 4265, + "IoU": 0.6926232219649355, + "TN": 1211509, + "TP": 10469, + "n_pred": 14734, + "n_ref": 10850 + }, + "10": { + "Dice": 0.7515964143245006, + "FN": 8562, + "FP": 7815, + "IoU": 0.6020460233761815, + "TN": 1185471, + "TP": 24776, + "n_pred": 32591, + "n_ref": 33338 + }, + "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": 0.7700497855769705, + "FN": 12481, + "FP": 1514, + "IoU": 0.6260820775889708, + "TN": 1189196, + "TP": 23433, + "n_pred": 24947, + "n_ref": 35914 + }, + "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": 0.85451197053407, + "FN": 74, + "FP": 5, + "IoU": 0.7459807073954984, + "TN": 1226313, + "TP": 232, + "n_pred": 237, + "n_ref": 306 + }, + "3": { + "Dice": 0.9629224030037546, + "FN": 75, + "FP": 399, + "IoU": 0.9284960024136371, + "TN": 1219995, + "TP": 6155, + "n_pred": 6554, + "n_ref": 6230 + }, + "4": { + "Dice": 0.9434169200857471, + "FN": 763, + "FP": 1507, + "IoU": 0.8928942153439653, + "TN": 1205430, + "TP": 18924, + "n_pred": 20431, + "n_ref": 19687 + }, + "5": { + "Dice": 0.34094827586206894, + "FN": 2870, + "FP": 188, + "IoU": 0.20550792413613925, + "TN": 1222775, + "TP": 791, + "n_pred": 979, + "n_ref": 3661 + }, + "6": { + "Dice": 0.9807421943647121, + "FN": 2783, + "FP": 2477, + "IoU": 0.962212100748574, + "TN": 1087426, + "TP": 133938, + "n_pred": 136415, + "n_ref": 136721 + }, + "7": { + "Dice": 0.8428931150095297, + "FN": 9184, + "FP": 2109, + "IoU": 0.7284487940943083, + "TN": 1185037, + "TP": 30294, + "n_pred": 32403, + "n_ref": 39478 + }, + "8": { + "Dice": 0.7697075084715534, + "FN": 699, + "FP": 9631, + "IoU": 0.6256296886891602, + "TN": 1199031, + "TP": 17263, + "n_pred": 26894, + "n_ref": 17962 + }, + "9": { + "Dice": 0.9624435389620645, + "FN": 380, + "FP": 809, + "IoU": 0.9276059425231369, + "TN": 1210200, + "TP": 15235, + "n_pred": 16044, + "n_ref": 15615 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9235352532274081, + "FN": 11, + "FP": 220, + "IoU": 0.8579335793357934, + "TN": 874534, + "TP": 1395, + "n_pred": 1615, + "n_ref": 1406 + }, + "10": { + "Dice": 0.7760614352546562, + "FN": 1442, + "FP": 1095, + "IoU": 0.6340689456223857, + "TN": 869227, + "TP": 4396, + "n_pred": 5491, + "n_ref": 5838 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 30, + "FP": 0, + "IoU": 0.0, + "TN": 876130, + "TP": 0, + "n_pred": 0, + "n_ref": 30 + }, + "13": { + "Dice": 0.5939849624060151, + "FN": 4570, + "FP": 398, + "IoU": 0.42245989304812837, + "TN": 867558, + "TP": 3634, + "n_pred": 4032, + "n_ref": 8204 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 922, + "IoU": 0.0, + "TN": 875238, + "TP": 0, + "n_pred": 922, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8114131731484471, + "FN": 13078, + "FP": 359, + "IoU": 0.6826705082184017, + "TN": 833816, + "TP": 28907, + "n_pred": 29266, + "n_ref": 41985 + }, + "3": { + "Dice": 0.6461477147153132, + "FN": 71137, + "FP": 6995, + "IoU": 0.4772660368774587, + "TN": 726692, + "TP": 71336, + "n_pred": 78331, + "n_ref": 142473 + }, + "4": { + "Dice": 0.9067074189928126, + "FN": 3376, + "FP": 531, + "IoU": 0.8293364783995107, + "TN": 853267, + "TP": 18986, + "n_pred": 19517, + "n_ref": 22362 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9420707291325398, + "FN": 18260, + "FP": 7202, + "IoU": 0.8904855504754859, + "TN": 643661, + "TP": 207037, + "n_pred": 214239, + "n_ref": 225297 + }, + "7": { + "Dice": 0.7448561858684672, + "FN": 4849, + "FP": 4749, + "IoU": 0.5934429007116232, + "TN": 852552, + "TP": 14010, + "n_pred": 18759, + "n_ref": 18859 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9850682593856656, + "FN": 180, + "FP": 100, + "IoU": 0.9705758722152165, + "TN": 1392340, + "TP": 9236, + "n_pred": 9336, + "n_ref": 9416 + }, + "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": 0.9068728704341225, + "FN": 4791, + "FP": 484, + "IoU": 0.8296133596046384, + "TN": 1370897, + "TP": 25684, + "n_pred": 26168, + "n_ref": 30475 + }, + "15": { + "Dice": 0.8199020104747423, + "FN": 267, + "FP": 1865, + "IoU": 0.694774516821761, + "TN": 1394871, + "TP": 4853, + "n_pred": 6718, + "n_ref": 5120 + }, + "2": { + "Dice": 0.9678764038766238, + "FN": 4026, + "FP": 2401, + "IoU": 0.9377524237522882, + "TN": 1298607, + "TP": 96822, + "n_pred": 99223, + "n_ref": 100848 + }, + "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": 0.9883960870480346, + "FN": 2952, + "FP": 2947, + "IoU": 0.9770583865811591, + "TN": 1144725, + "TP": 251232, + "n_pred": 254179, + "n_ref": 254184 + }, + "7": { + "Dice": 0.8945743273048081, + "FN": 860, + "FP": 335, + "IoU": 0.8092577813248204, + "TN": 1395591, + "TP": 5070, + "n_pred": 5405, + "n_ref": 5930 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.881159420289855, + "FN": 29, + "FP": 12, + "IoU": 0.7875647668393783, + "TN": 1401663, + "TP": 152, + "n_pred": 164, + "n_ref": 181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9520690031662845, + "FN": 677, + "FP": 201, + "IoU": 0.9085226088768493, + "TN": 516098, + "TP": 8720, + "n_pred": 8921, + "n_ref": 9397 + }, + "10": { + "Dice": 0.8960850454870694, + "FN": 4191, + "FP": 892, + "IoU": 0.8117337679173303, + "TN": 498697, + "TP": 21916, + "n_pred": 22808, + "n_ref": 26107 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8727272727272727, + "FN": 544, + "FP": 534, + "IoU": 0.7741935483870968, + "TN": 520922, + "TP": 3696, + "n_pred": 4230, + "n_ref": 4240 + }, + "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": 0.9684617865204773, + "FN": 77, + "FP": 412, + "IoU": 0.9388520695260723, + "TN": 517699, + "TP": 7508, + "n_pred": 7920, + "n_ref": 7585 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8549270072992701, + "FN": 225, + "FP": 93, + "IoU": 0.7466135458167331, + "TN": 524441, + "TP": 937, + "n_pred": 1030, + "n_ref": 1162 + }, + "7": { + "Dice": 0.9580108244609142, + "FN": 815, + "FP": 5570, + "IoU": 0.919405735635666, + "TN": 446472, + "TP": 72839, + "n_pred": 78409, + "n_ref": 73654 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9376203391234136, + "FN": 1793, + "FP": 1220, + "IoU": 0.8825661612815217, + "TN": 1200967, + "TP": 22644, + "n_pred": 23864, + "n_ref": 24437 + }, + "10": { + "Dice": 0.06145850985708637, + "FN": 4705, + "FP": 11910, + "IoU": 0.031703479223730985, + "TN": 1209465, + "TP": 544, + "n_pred": 12454, + "n_ref": 5249 + }, + "11": { + "Dice": 0.8023598820058997, + "FN": 315, + "FP": 1293, + "IoU": 0.6699507389162561, + "TN": 1221752, + "TP": 3264, + "n_pred": 4557, + "n_ref": 3579 + }, + "12": { + "Dice": 0.5897771952817824, + "FN": 615, + "FP": 324, + "IoU": 0.41821561338289964, + "TN": 1225010, + "TP": 675, + "n_pred": 999, + "n_ref": 1290 + }, + "13": { + "Dice": 0.14921596442127055, + "FN": 2617, + "FP": 19574, + "IoU": 0.08062310974851887, + "TN": 1202487, + "TP": 1946, + "n_pred": 21520, + "n_ref": 4563 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2206, + "IoU": 0.0, + "TN": 1224418, + "TP": 0, + "n_pred": 2206, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9634748942962422, + "FN": 1411, + "FP": 740, + "IoU": 0.9295239343402902, + "TN": 1196103, + "TP": 28370, + "n_pred": 29110, + "n_ref": 29781 + }, + "3": { + "Dice": 0.9662770280439472, + "FN": 1359, + "FP": 2002, + "IoU": 0.9347543338574729, + "TN": 1175111, + "TP": 48152, + "n_pred": 50154, + "n_ref": 49511 + }, + "4": { + "Dice": 0.4958143074581431, + "FN": 11351, + "FP": 1899, + "IoU": 0.3296230710852517, + "TN": 1206859, + "TP": 6515, + "n_pred": 8414, + "n_ref": 17866 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.942528274323142, + "FN": 11928, + "FP": 16712, + "IoU": 0.8913035227678131, + "TN": 963138, + "TP": 234846, + "n_pred": 251558, + "n_ref": 246774 + }, + "7": { + "Dice": 0.7014261102603369, + "FN": 2484, + "FP": 9994, + "IoU": 0.5401510963700018, + "TN": 1199489, + "TP": 14657, + "n_pred": 24651, + "n_ref": 17141 + }, + "8": { + "Dice": 0.7954762503141493, + "FN": 7797, + "FP": 341, + "IoU": 0.6604072775830412, + "TN": 1202660, + "TP": 15826, + "n_pred": 16167, + "n_ref": 23623 + }, + "9": { + "Dice": 0.7892064318729249, + "FN": 3123, + "FP": 3353, + "IoU": 0.6518092370557557, + "TN": 1208025, + "TP": 12123, + "n_pred": 15476, + "n_ref": 15246 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0388.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.7028197810794302, + "FN": 1581.1044444444444, + "FP": 2632.9977777777776, + "IoU": 0.6180282138344008, + "TN": 1166613.0844444446, + "TP": 14909.346666666666, + "n_pred": 17542.344444444447, + "n_ref": 16490.45111111111 + }, + "mean": { + "1": { + "Dice": 0.8957678718264599, + "FN": 2144.0, + "FP": 500.1333333333333, + "IoU": 0.8440393559877084, + "TN": 1158127.5333333334, + "TP": 24964.866666666665, + "n_pred": 25465.0, + "n_ref": 27108.866666666665 + }, + "10": { + "Dice": 0.7585642107395713, + "FN": 1540.9333333333334, + "FP": 1020.8333333333334, + "IoU": 0.6350764673403005, + "TN": 1177254.6666666667, + "TP": 5920.1, + "n_pred": 6940.933333333333, + "n_ref": 7461.033333333334 + }, + "11": { + "Dice": 0.4988484877810721, + "FN": 78.56666666666666, + "FP": 87.16666666666667, + "IoU": 0.3992137631929689, + "TN": 1185297.9, + "TP": 272.9, + "n_pred": 360.06666666666666, + "n_ref": 351.46666666666664 + }, + "12": { + "Dice": 0.47926815930987005, + "FN": 134.4, + "FP": 88.7, + "IoU": 0.3878099469783652, + "TN": 1185187.3333333333, + "TP": 326.1, + "n_pred": 414.8, + "n_ref": 460.5 + }, + "13": { + "Dice": 0.4538292422310023, + "FN": 2634.766666666667, + "FP": 1612.0333333333333, + "IoU": 0.3525380668527281, + "TN": 1176879.7333333334, + "TP": 4610.0, + "n_pred": 6222.033333333334, + "n_ref": 7244.766666666666 + }, + "14": { + "Dice": 0.5567052899037396, + "FN": 3811.0666666666666, + "FP": 2154.4, + "IoU": 0.45290708428012033, + "TN": 1168896.9, + "TP": 10874.166666666666, + "n_pred": 13028.566666666668, + "n_ref": 14685.233333333334 + }, + "15": { + "Dice": 0.5003119798765634, + "FN": 835.8666666666667, + "FP": 1747.9666666666667, + "IoU": 0.41656018366660935, + "TN": 1178693.2666666666, + "TP": 4459.433333333333, + "n_pred": 6207.4, + "n_ref": 5295.3 + }, + "2": { + "Dice": 0.77734138490759, + "FN": 1953.0666666666666, + "FP": 972.5666666666667, + "IoU": 0.714058186774004, + "TN": 1164913.2333333334, + "TP": 17897.666666666668, + "n_pred": 18870.233333333334, + "n_ref": 19850.733333333334 + }, + "3": { + "Dice": 0.8772653057124686, + "FN": 763.6, + "FP": 1255.0666666666666, + "IoU": 0.8293003444869306, + "TN": 1171373.0, + "TP": 12344.866666666667, + "n_pred": 13599.933333333332, + "n_ref": 13108.466666666667 + }, + "4": { + "Dice": 0.6638396274637931, + "FN": 2027.7333333333333, + "FP": 766.1666666666666, + "IoU": 0.5615553753852108, + "TN": 1180859.4333333333, + "TP": 2083.2, + "n_pred": 2849.366666666667, + "n_ref": 4110.933333333333 + }, + "5": { + "Dice": 0.7522311350869709, + "FN": 374.06666666666666, + "FP": 90.36666666666666, + "IoU": 0.6190637957367483, + "TN": 1184458.0333333334, + "TP": 814.0666666666667, + "n_pred": 904.4333333333333, + "n_ref": 1188.1333333333334 + }, + "6": { + "Dice": 0.8697543432462356, + "FN": 2751.6, + "FP": 22362.233333333334, + "IoU": 0.8148676069968709, + "TN": 1076434.8333333333, + "TP": 84187.86666666667, + "n_pred": 106550.1, + "n_ref": 86939.46666666666 + }, + "7": { + "Dice": 0.7655171111679009, + "FN": 3200.133333333333, + "FP": 5319.966666666666, + "IoU": 0.7079825488255665, + "TN": 1139140.3333333333, + "TP": 38076.1, + "n_pred": 43396.066666666666, + "n_ref": 41276.23333333333 + }, + "8": { + "Dice": 0.9364176417728184, + "FN": 362.3333333333333, + "FP": 698.5, + "IoU": 0.881858172640492, + "TN": 1175314.4666666666, + "TP": 9361.233333333334, + "n_pred": 10059.733333333334, + "n_ref": 9723.566666666668 + }, + "9": { + "Dice": 0.7566349251653991, + "FN": 1104.4333333333334, + "FP": 818.8666666666667, + "IoU": 0.6535923083713864, + "TN": 1176365.6, + "TP": 7447.633333333333, + "n_pred": 8266.5, + "n_ref": 8552.066666666668 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9666142448415029, + "FN": 656, + "FP": 2868, + "IoU": 0.9353856873063312, + "TN": 996853, + "TP": 51015, + "n_pred": 53883, + "n_ref": 51671 + }, + "10": { + "Dice": 0.7956785955435517, + "FN": 875, + "FP": 638, + "IoU": 0.6606862525229872, + "TN": 1046933, + "TP": 2946, + "n_pred": 3584, + "n_ref": 3821 + }, + "11": { + "Dice": 0.7879672897196262, + "FN": 248, + "FP": 478, + "IoU": 0.6501204819277109, + "TN": 1049317, + "TP": 1349, + "n_pred": 1827, + "n_ref": 1597 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5365194355841488, + "FN": 7196, + "FP": 1377, + "IoU": 0.366605097894348, + "TN": 1037857, + "TP": 4962, + "n_pred": 6339, + "n_ref": 12158 + }, + "14": { + "Dice": 0.7733073550901121, + "FN": 299, + "FP": 2028, + "IoU": 0.6304002541296061, + "TN": 1045096, + "TP": 3969, + "n_pred": 5997, + "n_ref": 4268 + }, + "15": { + "Dice": 0.8623387768494915, + "FN": 6454, + "FP": 4454, + "IoU": 0.7579925897987709, + "TN": 1006319, + "TP": 34165, + "n_pred": 38619, + "n_ref": 40619 + }, + "2": { + "Dice": 0.8145506419400856, + "FN": 36, + "FP": 224, + "IoU": 0.6871239470517448, + "TN": 1050561, + "TP": 571, + "n_pred": 795, + "n_ref": 607 + }, + "3": { + "Dice": 0.9724956778922402, + "FN": 1811, + "FP": 2039, + "IoU": 0.9464638317990933, + "TN": 979478, + "TP": 68064, + "n_pred": 70103, + "n_ref": 69875 + }, + "4": { + "Dice": 0.1727972626176219, + "FN": 101, + "FP": 866, + "IoU": 0.0945692883895131, + "TN": 1050324, + "TP": 101, + "n_pred": 967, + "n_ref": 202 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9387507456674807, + "FN": 5028, + "FP": 6985, + "IoU": 0.8845714066088226, + "TN": 947319, + "TP": 92060, + "n_pred": 99045, + "n_ref": 97088 + }, + "7": { + "Dice": 0.9693446578584387, + "FN": 6866, + "FP": 1735, + "IoU": 0.9405129127301398, + "TN": 906806, + "TP": 135985, + "n_pred": 137720, + "n_ref": 142851 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9490543641687109, + "FN": 1428, + "FP": 1791, + "IoU": 0.903048009156075, + "TN": 1018190, + "TP": 29983, + "n_pred": 31774, + "n_ref": 31411 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9386566853815762, + "FN": 279, + "FP": 901, + "IoU": 0.8844043887147336, + "TN": 690720, + "TP": 9028, + "n_pred": 9929, + "n_ref": 9307 + }, + "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": 0.8484089200701579, + "FN": 260, + "FP": 345, + "IoU": 0.736727589208007, + "TN": 698630, + "TP": 1693, + "n_pred": 2038, + "n_ref": 1953 + }, + "6": { + "Dice": 0.956108696404072, + "FN": 2709, + "FP": 4905, + "IoU": 0.9159082876833363, + "TN": 610384, + "TP": 82930, + "n_pred": 87835, + "n_ref": 85639 + }, + "7": { + "Dice": 0.9082404458598726, + "FN": 345, + "FP": 1499, + "IoU": 0.8319051959890611, + "TN": 689958, + "TP": 9126, + "n_pred": 10625, + "n_ref": 9471 + }, + "8": { + "Dice": 0.8833333333333333, + "FN": 153, + "FP": 379, + "IoU": 0.7910447761194029, + "TN": 698382, + "TP": 2014, + "n_pred": 2393, + "n_ref": 2167 + }, + "9": { + "Dice": 0.8475810646783423, + "FN": 5221, + "FP": 2690, + "IoU": 0.7354799879626843, + "TN": 671021, + "TP": 21996, + "n_pred": 24686, + "n_ref": 27217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.7234583598219961, + "FN": 804, + "FP": 66, + "IoU": 0.5667330677290837, + "TN": 874152, + "TP": 1138, + "n_pred": 1204, + "n_ref": 1942 + }, + "11": { + "Dice": 0.576271186440678, + "FN": 19, + "FP": 181, + "IoU": 0.40476190476190477, + "TN": 875824, + "TP": 136, + "n_pred": 317, + "n_ref": 155 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6260296540362438, + "FN": 223, + "FP": 4, + "IoU": 0.4556354916067146, + "TN": 875743, + "TP": 190, + "n_pred": 194, + "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": 0.7671480144404332, + "FN": 1509, + "FP": 297, + "IoU": 0.6222547584187409, + "TN": 871379, + "TP": 2975, + "n_pred": 3272, + "n_ref": 4484 + }, + "5": { + "Dice": 0.5513513513513514, + "FN": 125, + "FP": 41, + "IoU": 0.3805970149253731, + "TN": 875892, + "TP": 102, + "n_pred": 143, + "n_ref": 227 + }, + "6": { + "Dice": 0.9582091372725402, + "FN": 6824, + "FP": 4140, + "IoU": 0.9197711091109989, + "TN": 739501, + "TP": 125695, + "n_pred": 129835, + "n_ref": 132519 + }, + "7": { + "Dice": 0.9761850396381888, + "FN": 3551, + "FP": 2394, + "IoU": 0.9534779988887933, + "TN": 748371, + "TP": 121844, + "n_pred": 124238, + "n_ref": 125395 + }, + "8": { + "Dice": 0.9241493866325378, + "FN": 2037, + "FP": 3534, + "IoU": 0.8589941532309094, + "TN": 836651, + "TP": 33938, + "n_pred": 37472, + "n_ref": 35975 + }, + "9": { + "Dice": 0.8442283822920976, + "FN": 2197, + "FP": 5333, + "IoU": 0.730445677465545, + "TN": 848225, + "TP": 20405, + "n_pred": 25738, + "n_ref": 22602 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7202968596101427, + "FN": 5937, + "FP": 6274, + "IoU": 0.5628624615164316, + "TN": 1549154, + "TP": 15723, + "n_pred": 21997, + "n_ref": 21660 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.33816425120772947, + "FN": 53, + "FP": 84, + "IoU": 0.20348837209302326, + "TN": 1576916, + "TP": 35, + "n_pred": 119, + "n_ref": 88 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9402464543129505, + "FN": 12623, + "FP": 484, + "IoU": 0.8872312417727073, + "TN": 1460859, + "TP": 103122, + "n_pred": 103606, + "n_ref": 115745 + }, + "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": 0.9463310348236573, + "FN": 972, + "FP": 7714, + "IoU": 0.8981293614026857, + "TN": 1491823, + "TP": 76579, + "n_pred": 84293, + "n_ref": 77551 + }, + "7": { + "Dice": 0.799109686992613, + "FN": 7689, + "FP": 10994, + "IoU": 0.6654310375702875, + "TN": 1521246, + "TP": 37159, + "n_pred": 48153, + "n_ref": 44848 + }, + "8": { + "Dice": 0.9350623139411676, + "FN": 773, + "FP": 514, + "IoU": 0.8780441580593197, + "TN": 1566535, + "TP": 9266, + "n_pred": 9780, + "n_ref": 10039 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7634120023241014, + "FN": 16484, + "FP": 618, + "IoU": 0.6173535597619367, + "TN": 1532394, + "TP": 27592, + "n_pred": 28210, + "n_ref": 44076 + }, + "10": { + "Dice": 0.38182484426529867, + "FN": 7285, + "FP": 1150, + "IoU": 0.23596014492753623, + "TN": 1566048, + "TP": 2605, + "n_pred": 3755, + "n_ref": 9890 + }, + "11": { + "Dice": 0.0, + "FN": 10, + "FP": 5, + "IoU": 0.0, + "TN": 1577073, + "TP": 0, + "n_pred": 5, + "n_ref": 10 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5248548001366588, + "FN": 32432, + "FP": 946, + "IoU": 0.3557987377685137, + "TN": 1525275, + "TP": 18435, + "n_pred": 19381, + "n_ref": 50867 + }, + "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": 0.9377658317580341, + "FN": 4926, + "FP": 3502, + "IoU": 0.882824013569502, + "TN": 1505162, + "TP": 63498, + "n_pred": 67000, + "n_ref": 68424 + }, + "3": { + "Dice": 0.9038001729663733, + "FN": 4394, + "FP": 3170, + "IoU": 0.8244848709857063, + "TN": 1533992, + "TP": 35532, + "n_pred": 38702, + "n_ref": 39926 + }, + "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": 0.8215694131044518, + "FN": 576, + "FP": 16346, + "IoU": 0.6971725125268432, + "TN": 1521208, + "TP": 38958, + "n_pred": 55304, + "n_ref": 39534 + }, + "7": { + "Dice": 0.0, + "FN": 4054, + "FP": 3184, + "IoU": 0.0, + "TN": 1569850, + "TP": 0, + "n_pred": 3184, + "n_ref": 4054 + }, + "8": { + "Dice": 0.9134631114019303, + "FN": 122, + "FP": 936, + "IoU": 0.8407106293285155, + "TN": 1570446, + "TP": 5584, + "n_pred": 6520, + "n_ref": 5706 + }, + "9": { + "Dice": 0.9034045345192098, + "FN": 850, + "FP": 475, + "IoU": 0.8238266188006914, + "TN": 1569567, + "TP": 6196, + "n_pred": 6671, + "n_ref": 7046 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.877709781143035, + "FN": 94, + "FP": 1085, + "IoU": 0.7820702402957486, + "TN": 1221214, + "TP": 4231, + "n_pred": 5316, + "n_ref": 4325 + }, + "10": { + "Dice": 0.6982897237246016, + "FN": 1378, + "FP": 2750, + "IoU": 0.5364402021336327, + "TN": 1217719, + "TP": 4777, + "n_pred": 7527, + "n_ref": 6155 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8698224852071006, + "FN": 25, + "FP": 19, + "IoU": 0.7696335078534031, + "TN": 1226433, + "TP": 147, + "n_pred": 166, + "n_ref": 172 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.79296875, + "FN": 30318, + "FP": 2542, + "IoU": 0.656957928802589, + "TN": 1130834, + "TP": 62930, + "n_pred": 65472, + "n_ref": 93248 + }, + "15": { + "Dice": 0.4948648955925266, + "FN": 2325, + "FP": 11004, + "IoU": 0.3287843690200423, + "TN": 1206766, + "TP": 6529, + "n_pred": 17533, + "n_ref": 8854 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 1226531, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "3": { + "Dice": 0.9131835446688253, + "FN": 2987, + "FP": 7550, + "IoU": 0.8402371349728599, + "TN": 1160670, + "TP": 55417, + "n_pred": 62967, + "n_ref": 58404 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6609473529843085, + "FN": 4295, + "FP": 329, + "IoU": 0.49359325375095825, + "TN": 1217493, + "TP": 4507, + "n_pred": 4836, + "n_ref": 8802 + }, + "6": { + "Dice": 0.22883418988368948, + "FN": 73, + "FP": 2778, + "IoU": 0.12919975565058034, + "TN": 1223350, + "TP": 423, + "n_pred": 3201, + "n_ref": 496 + }, + "7": { + "Dice": 0.9329059889665735, + "FN": 600, + "FP": 4131, + "IoU": 0.8742491095635533, + "TN": 1189002, + "TP": 32891, + "n_pred": 37022, + "n_ref": 33491 + }, + "8": { + "Dice": 0.9220485913083153, + "FN": 551, + "FP": 6283, + "IoU": 0.855371201218996, + "TN": 1179372, + "TP": 40418, + "n_pred": 46701, + "n_ref": 40969 + }, + "9": { + "Dice": 0.5873588079788512, + "FN": 3358, + "FP": 76, + "IoU": 0.41578768288533513, + "TN": 1220746, + "TP": 2444, + "n_pred": 2520, + "n_ref": 5802 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9495805440216931, + "FN": 599, + "FP": 591, + "IoU": 0.9040012907389481, + "TN": 688532, + "TP": 11206, + "n_pred": 11797, + "n_ref": 11805 + }, + "10": { + "Dice": 0.8607576528757362, + "FN": 1261, + "FP": 654, + "IoU": 0.755552718917539, + "TN": 693094, + "TP": 5919, + "n_pred": 6573, + "n_ref": 7180 + }, + "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": 251, + "IoU": 0.0, + "TN": 700677, + "TP": 0, + "n_pred": 251, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5593680737247321, + "FN": 26294, + "FP": 147, + "IoU": 0.38827965944845455, + "TN": 657704, + "TP": 16783, + "n_pred": 16930, + "n_ref": 43077 + }, + "15": { + "Dice": 0.8000494376467681, + "FN": 615, + "FP": 7474, + "IoU": 0.6667353328938694, + "TN": 676656, + "TP": 16183, + "n_pred": 23657, + "n_ref": 16798 + }, + "2": { + "Dice": 0.4, + "FN": 3, + "FP": 0, + "IoU": 0.25, + "TN": 700924, + "TP": 1, + "n_pred": 1, + "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": 0.9147160961529789, + "FN": 1348, + "FP": 543, + "IoU": 0.8428357712765957, + "TN": 688896, + "TP": 10141, + "n_pred": 10684, + "n_ref": 11489 + }, + "7": { + "Dice": 0.9558787460370811, + "FN": 1609, + "FP": 3248, + "IoU": 0.9154863406994954, + "TN": 643458, + "TP": 52613, + "n_pred": 55861, + "n_ref": 54222 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7704485488126649, + "FN": 0, + "FP": 87, + "IoU": 0.6266094420600858, + "TN": 1752087, + "TP": 146, + "n_pred": 233, + "n_ref": 146 + }, + "10": { + "Dice": 0.8617636263534594, + "FN": 3624, + "FP": 2402, + "IoU": 0.7571042766737878, + "TN": 1727511, + "TP": 18783, + "n_pred": 21185, + "n_ref": 22407 + }, + "11": { + "Dice": 0.22684310018903592, + "FN": 740, + "FP": 78, + "IoU": 0.1279317697228145, + "TN": 1751382, + "TP": 120, + "n_pred": 198, + "n_ref": 860 + }, + "12": { + "Dice": 0.7216095956664732, + "FN": 1291, + "FP": 148, + "IoU": 0.5644673123486683, + "TN": 1749016, + "TP": 1865, + "n_pred": 2013, + "n_ref": 3156 + }, + "13": { + "Dice": 0.6514224049714402, + "FN": 3571, + "FP": 15164, + "IoU": 0.48304406611296596, + "TN": 1716079, + "TP": 17506, + "n_pred": 32670, + "n_ref": 21077 + }, + "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": 0.9787825728705325, + "FN": 931, + "FP": 717, + "IoU": 0.9584467977811397, + "TN": 1712660, + "TP": 38012, + "n_pred": 38729, + "n_ref": 38943 + }, + "3": { + "Dice": 0.9660975006186587, + "FN": 35, + "FP": 102, + "IoU": 0.9344183820009574, + "TN": 1750231, + "TP": 1952, + "n_pred": 2054, + "n_ref": 1987 + }, + "4": { + "Dice": 0.8923766816143498, + "FN": 516, + "FP": 108, + "IoU": 0.805668016194332, + "TN": 1749109, + "TP": 2587, + "n_pred": 2695, + "n_ref": 3103 + }, + "5": { + "Dice": 0.5396678966789668, + "FN": 3672, + "FP": 320, + "IoU": 0.36955148452305747, + "TN": 1745988, + "TP": 2340, + "n_pred": 2660, + "n_ref": 6012 + }, + "6": { + "Dice": 0.9520302668581949, + "FN": 1708, + "FP": 663, + "IoU": 0.9084520637862465, + "TN": 1726421, + "TP": 23528, + "n_pred": 24191, + "n_ref": 25236 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9647413108034631, + "FN": 854, + "FP": 2518, + "IoU": 0.9318842921784098, + "TN": 1702816, + "TP": 46132, + "n_pred": 48650, + "n_ref": 46986 + }, + "9": { + "Dice": 0.8447250339142232, + "FN": 1012, + "FP": 1964, + "IoU": 0.7311895944359137, + "TN": 1741249, + "TP": 8095, + "n_pred": 10059, + "n_ref": 9107 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9778979424227228, + "FN": 2964, + "FP": 77, + "IoU": 0.9567517599374245, + "TN": 1331541, + "TP": 67274, + "n_pred": 67351, + "n_ref": 70238 + }, + "10": { + "Dice": 0.9181889149102264, + "FN": 509, + "FP": 539, + "IoU": 0.8487516236109106, + "TN": 1394927, + "TP": 5881, + "n_pred": 6420, + "n_ref": 6390 + }, + "11": { + "Dice": 0.8477294895415628, + "FN": 239, + "FP": 1166, + "IoU": 0.7357035364936042, + "TN": 1396540, + "TP": 3911, + "n_pred": 5077, + "n_ref": 4150 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9084416077805638, + "FN": 1425, + "FP": 3395, + "IoU": 0.8322427954893499, + "TN": 1373124, + "TP": 23912, + "n_pred": 27307, + "n_ref": 25337 + }, + "14": { + "Dice": 0.5058626465661642, + "FN": 255, + "FP": 40, + "IoU": 0.33856502242152464, + "TN": 1401410, + "TP": 151, + "n_pred": 191, + "n_ref": 406 + }, + "15": { + "Dice": 0.8730440393611872, + "FN": 2755, + "FP": 1180, + "IoU": 0.7746922416261094, + "TN": 1384391, + "TP": 13530, + "n_pred": 14710, + "n_ref": 16285 + }, + "2": { + "Dice": 0.9713800115329752, + "FN": 258, + "FP": 685, + "IoU": 0.9443526495928243, + "TN": 1384910, + "TP": 16003, + "n_pred": 16688, + "n_ref": 16261 + }, + "3": { + "Dice": 0.9294070189592578, + "FN": 68, + "FP": 457, + "IoU": 0.8681235870384325, + "TN": 1397875, + "TP": 3456, + "n_pred": 3913, + "n_ref": 3524 + }, + "4": { + "Dice": 0.7268518518518519, + "FN": 144, + "FP": 564, + "IoU": 0.5709090909090909, + "TN": 1400206, + "TP": 942, + "n_pred": 1506, + "n_ref": 1086 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.975073576039414, + "FN": 2490, + "FP": 576, + "IoU": 0.9513595837167244, + "TN": 1338822, + "TP": 59968, + "n_pred": 60544, + "n_ref": 62458 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1231, + "IoU": 0.0, + "TN": 1400625, + "TP": 0, + "n_pred": 1231, + "n_ref": 0 + }, + "8": { + "Dice": 0.891640866873065, + "FN": 2, + "FP": 68, + "IoU": 0.8044692737430168, + "TN": 1401498, + "TP": 288, + "n_pred": 356, + "n_ref": 290 + }, + "9": { + "Dice": 0.9424856423053503, + "FN": 3608, + "FP": 1209, + "IoU": 0.8912272778593203, + "TN": 1357571, + "TP": 39468, + "n_pred": 40677, + "n_ref": 43076 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8044493942521866, + "FN": 11307, + "FP": 3091, + "IoU": 0.6728693795015109, + "TN": 1182611, + "TP": 29615, + "n_pred": 32706, + "n_ref": 40922 + }, + "11": { + "Dice": 0.7565982404692082, + "FN": 125, + "FP": 124, + "IoU": 0.6084905660377359, + "TN": 1225988, + "TP": 387, + "n_pred": 511, + "n_ref": 512 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1226620, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "13": { + "Dice": 0.598387230858758, + "FN": 8314, + "FP": 6179, + "IoU": 0.4269276393831554, + "TN": 1201334, + "TP": 10797, + "n_pred": 16976, + "n_ref": 19111 + }, + "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": 0.8473191702342542, + "FN": 15093, + "FP": 1990, + "IoU": 0.7350856788400403, + "TN": 1162139, + "TP": 47402, + "n_pred": 49392, + "n_ref": 62495 + }, + "3": { + "Dice": 0.967827433698967, + "FN": 1925, + "FP": 90, + "IoU": 0.9376604894347678, + "TN": 1194301, + "TP": 30308, + "n_pred": 30398, + "n_ref": 32233 + }, + "4": { + "Dice": 0.5007557923429563, + "FN": 719, + "FP": 19428, + "IoU": 0.3340054874219034, + "TN": 1196373, + "TP": 10104, + "n_pred": 29532, + "n_ref": 10823 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9370613725526753, + "FN": 20186, + "FP": 3445, + "IoU": 0.8815761779238872, + "TN": 1027078, + "TP": 175915, + "n_pred": 179360, + "n_ref": 196101 + }, + "7": { + "Dice": 0.9211596032634166, + "FN": 6044, + "FP": 2199, + "IoU": 0.8538423348345686, + "TN": 1170226, + "TP": 48155, + "n_pred": 50354, + "n_ref": 54199 + }, + "8": { + "Dice": 0.9617400419287212, + "FN": 150, + "FP": 288, + "IoU": 0.9262998485613326, + "TN": 1220681, + "TP": 5505, + "n_pred": 5793, + "n_ref": 5655 + }, + "9": { + "Dice": 0.6847697756788665, + "FN": 2, + "FP": 265, + "IoU": 0.5206463195691203, + "TN": 1226067, + "TP": 290, + "n_pred": 555, + "n_ref": 292 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.920137004248629, + "FN": 2868, + "FP": 1399, + "IoU": 0.8520867997781475, + "TN": 1022544, + "TP": 24581, + "n_pred": 25980, + "n_ref": 27449 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7401462457642233, + "FN": 1176, + "FP": 281, + "IoU": 0.5874858437146093, + "TN": 1047860, + "TP": 2075, + "n_pred": 2356, + "n_ref": 3251 + }, + "13": { + "Dice": 0.7033630048225021, + "FN": 12771, + "FP": 1192, + "IoU": 0.542451748205918, + "TN": 1020875, + "TP": 16554, + "n_pred": 17746, + "n_ref": 29325 + }, + "14": { + "Dice": 0.7991904370375056, + "FN": 6124, + "FP": 226, + "IoU": 0.665543031707574, + "TN": 1032406, + "TP": 12636, + "n_pred": 12862, + "n_ref": 18760 + }, + "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": 0.9467195068251871, + "FN": 104, + "FP": 17, + "IoU": 0.8988294314381271, + "TN": 1050196, + "TP": 1075, + "n_pred": 1092, + "n_ref": 1179 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8026021549095345, + "FN": 349, + "FP": 622, + "IoU": 0.6702886247877758, + "TN": 1048447, + "TP": 1974, + "n_pred": 2596, + "n_ref": 2323 + }, + "6": { + "Dice": 0.9814047316629383, + "FN": 2050, + "FP": 2181, + "IoU": 0.9634884062098187, + "TN": 935511, + "TP": 111650, + "n_pred": 113831, + "n_ref": 113700 + }, + "7": { + "Dice": 0.9698536543894022, + "FN": 4984, + "FP": 2817, + "IoU": 0.9414717224614738, + "TN": 918106, + "TP": 125485, + "n_pred": 128302, + "n_ref": 130469 + }, + "8": { + "Dice": 0.9437915343568927, + "FN": 505, + "FP": 2929, + "IoU": 0.8935655839325564, + "TN": 1019128, + "TP": 28830, + "n_pred": 31759, + "n_ref": 29335 + }, + "9": { + "Dice": 0.8934279366444492, + "FN": 1408, + "FP": 79, + "IoU": 0.8073834196891192, + "TN": 1043672, + "TP": 6233, + "n_pred": 6312, + "n_ref": 7641 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9078472625187616, + "FN": 27855, + "FP": 572, + "IoU": 0.831245696103341, + "TN": 882940, + "TP": 140025, + "n_pred": 140597, + "n_ref": 167880 + }, + "10": { + "Dice": 0.8523465440478797, + "FN": 1614, + "FP": 409, + "IoU": 0.742686339353854, + "TN": 1043530, + "TP": 5839, + "n_pred": 6248, + "n_ref": 7453 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7040971168437026, + "FN": 75, + "FP": 510, + "IoU": 0.5433255269320844, + "TN": 1050111, + "TP": 696, + "n_pred": 1206, + "n_ref": 771 + }, + "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": 0.03038653459447382, + "FN": 21, + "FP": 26017, + "IoU": 0.015427663918929139, + "TN": 1024946, + "TP": 408, + "n_pred": 26425, + "n_ref": 429 + }, + "7": { + "Dice": 0.955595510515419, + "FN": 1140, + "FP": 3750, + "IoU": 0.9149668735979968, + "TN": 993885, + "TP": 52617, + "n_pred": 56367, + "n_ref": 53757 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.17971014492753623, + "FN": 0, + "FP": 283, + "IoU": 0.09872611464968153, + "TN": 875846, + "TP": 31, + "n_pred": 314, + "n_ref": 31 + }, + "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": 0.846181992819082, + "FN": 25946, + "FP": 958, + "IoU": 0.7333756169107882, + "TN": 775254, + "TP": 74002, + "n_pred": 74960, + "n_ref": 99948 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 21131, + "IoU": 0.0, + "TN": 855029, + "TP": 0, + "n_pred": 21131, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9138665735242752, + "FN": 682, + "FP": 551, + "IoU": 0.8413943915616157, + "TN": 868386, + "TP": 6541, + "n_pred": 7092, + "n_ref": 7223 + }, + "6": { + "Dice": 0.9608146753156169, + "FN": 1434, + "FP": 1375, + "IoU": 0.9245845302977421, + "TN": 838913, + "TP": 34438, + "n_pred": 35813, + "n_ref": 35872 + }, + "7": { + "Dice": 0.9577494876399394, + "FN": 4466, + "FP": 1863, + "IoU": 0.9189244584502261, + "TN": 798097, + "TP": 71734, + "n_pred": 73597, + "n_ref": 76200 + }, + "8": { + "Dice": 0.9813379061240126, + "FN": 678, + "FP": 345, + "IoU": 0.9633595988538682, + "TN": 848240, + "TP": 26897, + "n_pred": 27242, + "n_ref": 27575 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.9643099602366405, + "FN": 434, + "FP": 302, + "IoU": 0.9310796891094671, + "TN": 515017, + "TP": 9943, + "n_pred": 10245, + "n_ref": 10377 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9883219660997439, + "FN": 1326, + "FP": 703, + "IoU": 0.9769135367005359, + "TN": 1313969, + "TP": 85858, + "n_pred": 86561, + "n_ref": 87184 + }, + "10": { + "Dice": 0.5561885033661316, + "FN": 142, + "FP": 1572, + "IoU": 0.38522238163558103, + "TN": 1399068, + "TP": 1074, + "n_pred": 2646, + "n_ref": 1216 + }, + "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": 124, + "IoU": 0.0, + "TN": 1401732, + "TP": 0, + "n_pred": 124, + "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": 0.9572890928344511, + "FN": 98, + "FP": 23, + "IoU": 0.9180771834800271, + "TN": 1400379, + "TP": 1356, + "n_pred": 1379, + "n_ref": 1454 + }, + "4": { + "Dice": 0.9502229075185198, + "FN": 763, + "FP": 722, + "IoU": 0.9051663580049811, + "TN": 1386197, + "TP": 14174, + "n_pred": 14896, + "n_ref": 14937 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9735087523018447, + "FN": 4723, + "FP": 4038, + "IoU": 0.9483848542156395, + "TN": 1232119, + "TP": 160976, + "n_pred": 165014, + "n_ref": 165699 + }, + "7": { + "Dice": 0.829997776295308, + "FN": 637, + "FP": 2421, + "IoU": 0.7093984605150623, + "TN": 1391333, + "TP": 7465, + "n_pred": 9886, + "n_ref": 8102 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9563564476885644, + "FN": 506, + "FP": 68, + "IoU": 0.9163631065131866, + "TN": 869297, + "TP": 6289, + "n_pred": 6357, + "n_ref": 6795 + }, + "10": { + "Dice": 0.8023684020506896, + "FN": 1995, + "FP": 742, + "IoU": 0.6699626190763295, + "TN": 867867, + "TP": 5556, + "n_pred": 6298, + "n_ref": 7551 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 876158, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "13": { + "Dice": 0.7609756097560976, + "FN": 38, + "FP": 403, + "IoU": 0.6141732283464567, + "TN": 875017, + "TP": 702, + "n_pred": 1105, + "n_ref": 740 + }, + "14": { + "Dice": 0.7494884873634765, + "FN": 5129, + "FP": 12257, + "IoU": 0.5993455316403189, + "TN": 832766, + "TP": 26008, + "n_pred": 38265, + "n_ref": 31137 + }, + "15": { + "Dice": 0.859481435610242, + "FN": 2342, + "FP": 2877, + "IoU": 0.7535882908404155, + "TN": 854980, + "TP": 15961, + "n_pred": 18838, + "n_ref": 18303 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 876143, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "3": { + "Dice": 0.8539325842696629, + "FN": 136, + "FP": 20, + "IoU": 0.7450980392156863, + "TN": 875548, + "TP": 456, + "n_pred": 476, + "n_ref": 592 + }, + "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": 0.9209215442092155, + "FN": 155, + "FP": 99, + "IoU": 0.8534333525678015, + "TN": 874427, + "TP": 1479, + "n_pred": 1578, + "n_ref": 1634 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 32100, + "IoU": 0.0, + "TN": 844060, + "TP": 0, + "n_pred": 32100, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9824954331347943, + "FN": 894, + "FP": 1607, + "IoU": 0.9655931433917099, + "TN": 1329167, + "TP": 70188, + "n_pred": 71795, + "n_ref": 71082 + }, + "10": { + "Dice": 0.6250260254007912, + "FN": 327, + "FP": 1474, + "IoU": 0.45457298606904906, + "TN": 1398554, + "TP": 1501, + "n_pred": 2975, + "n_ref": 1828 + }, + "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": 0.42591792656587474, + "FN": 597, + "FP": 3390, + "IoU": 0.27058177826564217, + "TN": 1396390, + "TP": 1479, + "n_pred": 4869, + "n_ref": 2076 + }, + "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": 0.9268169156748544, + "FN": 276, + "FP": 13, + "IoU": 0.8636149126946673, + "TN": 1399737, + "TP": 1830, + "n_pred": 1843, + "n_ref": 2106 + }, + "3": { + "Dice": 0.913464447806354, + "FN": 522, + "FP": 50, + "IoU": 0.8407128933444723, + "TN": 1398265, + "TP": 3019, + "n_pred": 3069, + "n_ref": 3541 + }, + "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": 0.945371181686423, + "FN": 3895, + "FP": 6018, + "IoU": 0.8964018100682434, + "TN": 1306169, + "TP": 85774, + "n_pred": 91792, + "n_ref": 89669 + }, + "7": { + "Dice": 0.9368649709200476, + "FN": 702, + "FP": 2001, + "IoU": 0.8812285789612444, + "TN": 1379098, + "TP": 20055, + "n_pred": 22056, + "n_ref": 20757 + }, + "8": { + "Dice": 0.9367369589345172, + "FN": 91, + "FP": 422, + "IoU": 0.8810020876826722, + "TN": 1397545, + "TP": 3798, + "n_pred": 4220, + "n_ref": 3889 + }, + "9": { + "Dice": 0.41452991452991456, + "FN": 45, + "FP": 229, + "IoU": 0.261455525606469, + "TN": 1401485, + "TP": 97, + "n_pred": 326, + "n_ref": 142 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9734334715839031, + "FN": 572, + "FP": 1087, + "IoU": 0.9482419742301813, + "TN": 1369803, + "TP": 30394, + "n_pred": 31481, + "n_ref": 30966 + }, + "10": { + "Dice": 0.8702745909347376, + "FN": 2950, + "FP": 2568, + "IoU": 0.7703416989220461, + "TN": 1377829, + "TP": 18509, + "n_pred": 21077, + "n_ref": 21459 + }, + "11": { + "Dice": 0.7264516129032258, + "FN": 173, + "FP": 251, + "IoU": 0.5704154002026343, + "TN": 1400869, + "TP": 563, + "n_pred": 814, + "n_ref": 736 + }, + "12": { + "Dice": 0.7617279366258201, + "FN": 791, + "FP": 1134, + "IoU": 0.6151539384246302, + "TN": 1396854, + "TP": 3077, + "n_pred": 4211, + "n_ref": 3868 + }, + "13": { + "Dice": 0.879516872946876, + "FN": 1873, + "FP": 1758, + "IoU": 0.7849443259891021, + "TN": 1384972, + "TP": 13253, + "n_pred": 15011, + "n_ref": 15126 + }, + "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": 0.9677786471299523, + "FN": 1579, + "FP": 233, + "IoU": 0.9375689084895259, + "TN": 1372832, + "TP": 27212, + "n_pred": 27445, + "n_ref": 28791 + }, + "4": { + "Dice": 0.9327034771160846, + "FN": 476, + "FP": 393, + "IoU": 0.8738934842548252, + "TN": 1394965, + "TP": 6022, + "n_pred": 6415, + "n_ref": 6498 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.965663267593394, + "FN": 3408, + "FP": 6549, + "IoU": 0.933606278630917, + "TN": 1251887, + "TP": 140012, + "n_pred": 146561, + "n_ref": 143420 + }, + "7": { + "Dice": 0.9518864173274391, + "FN": 2508, + "FP": 1606, + "IoU": 0.9081901361303281, + "TN": 1357046, + "TP": 40696, + "n_pred": 42302, + "n_ref": 43204 + }, + "8": { + "Dice": 0.9274578271774947, + "FN": 2619, + "FP": 331, + "IoU": 0.8647285399853265, + "TN": 1380048, + "TP": 18858, + "n_pred": 19189, + "n_ref": 21477 + }, + "9": { + "Dice": 0.9488905260791929, + "FN": 2825, + "FP": 1268, + "IoU": 0.9027513780650066, + "TN": 1359768, + "TP": 37995, + "n_pred": 39263, + "n_ref": 40820 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.7111111111111111, + "FN": 72, + "FP": 565, + "IoU": 0.5517241379310345, + "TN": 874739, + "TP": 784, + "n_pred": 1349, + "n_ref": 856 + }, + "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": 2516, + "IoU": 0.0, + "TN": 873644, + "TP": 0, + "n_pred": 2516, + "n_ref": 0 + }, + "14": { + "Dice": 0.7894156560088202, + "FN": 326, + "FP": 1775, + "IoU": 0.6520947176684881, + "TN": 870121, + "TP": 3938, + "n_pred": 5713, + "n_ref": 4264 + }, + "15": { + "Dice": 0.8601264721239195, + "FN": 7878, + "FP": 1766, + "IoU": 0.7545806188925082, + "TN": 836864, + "TP": 29652, + "n_pred": 31418, + "n_ref": 37530 + }, + "2": { + "Dice": 0.9308430085815245, + "FN": 25, + "FP": 112, + "IoU": 0.8706326723323891, + "TN": 875101, + "TP": 922, + "n_pred": 1034, + "n_ref": 947 + }, + "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": 0.9843644989128286, + "FN": 2371, + "FP": 2375, + "IoU": 0.9692104085167669, + "TN": 722017, + "TP": 149397, + "n_pred": 151772, + "n_ref": 151768 + }, + "7": { + "Dice": 0.9659236902746905, + "FN": 3177, + "FP": 165, + "IoU": 0.9340932397254871, + "TN": 825452, + "TP": 47366, + "n_pred": 47531, + "n_ref": 50543 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9856586210628856, + "FN": 1378, + "FP": 742, + "IoU": 0.9717227765032279, + "TN": 801188, + "TP": 72852, + "n_pred": 73594, + "n_ref": 74230 + }, + "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": 6, + "IoU": 0.0, + "TN": 876154, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 526, + "IoU": 0.0, + "TN": 875634, + "TP": 0, + "n_pred": 526, + "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": 0.49618914294602584, + "FN": 41897, + "FP": 210, + "IoU": 0.32995448903599506, + "TN": 813318, + "TP": 20735, + "n_pred": 20945, + "n_ref": 62632 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9791670698056032, + "FN": 1130, + "FP": 4253, + "IoU": 0.9591844471740746, + "TN": 744274, + "TP": 126503, + "n_pred": 130756, + "n_ref": 127633 + }, + "7": { + "Dice": 0.0009755537702283944, + "FN": 17, + "FP": 34801, + "IoU": 0.0004880149275154299, + "TN": 841325, + "TP": 17, + "n_pred": 34818, + "n_ref": 34 + }, + "8": { + "Dice": 0.9363355953115361, + "FN": 760, + "FP": 272, + "IoU": 0.8802923094768589, + "TN": 867539, + "TP": 7589, + "n_pred": 7861, + "n_ref": 8349 + }, + "9": { + "Dice": 0.7136539004422697, + "FN": 693, + "FP": 2350, + "IoU": 0.5547915142648134, + "TN": 869325, + "TP": 3792, + "n_pred": 6142, + "n_ref": 4485 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9651489052834563, + "FN": 1233, + "FP": 1984, + "IoU": 0.932645199112265, + "TN": 653166, + "TP": 44545, + "n_pred": 46529, + "n_ref": 45778 + }, + "10": { + "Dice": 0.4607911172796669, + "FN": 756, + "FP": 21, + "IoU": 0.2993688007213706, + "TN": 699819, + "TP": 332, + "n_pred": 353, + "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": 0.7148571428571429, + "FN": 3871, + "FP": 121, + "IoU": 0.5562472209871053, + "TN": 691932, + "TP": 5004, + "n_pred": 5125, + "n_ref": 8875 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "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": 0.8837381516587678, + "FN": 936, + "FP": 634, + "IoU": 0.791694308080138, + "TN": 693391, + "TP": 5967, + "n_pred": 6601, + "n_ref": 6903 + }, + "7": { + "Dice": 0.9488449939532486, + "FN": 2847, + "FP": 7178, + "IoU": 0.9026689579510481, + "TN": 597929, + "TP": 92974, + "n_pred": 100152, + "n_ref": 95821 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.963025107538363, + "FN": 3606, + "FP": 1242, + "IoU": 0.928687005383778, + "TN": 2385266, + "TP": 63134, + "n_pred": 64376, + "n_ref": 66740 + }, + "10": { + "Dice": 0.9109113664808283, + "FN": 1150, + "FP": 1199, + "IoU": 0.8363978269954032, + "TN": 2438890, + "TP": 12009, + "n_pred": 13208, + "n_ref": 13159 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7284162378502002, + "FN": 420, + "FP": 55, + "IoU": 0.572841726618705, + "TN": 2452136, + "TP": 637, + "n_pred": 692, + "n_ref": 1057 + }, + "13": { + "Dice": 0.3225552050473186, + "FN": 2283, + "FP": 1153, + "IoU": 0.1922896097790315, + "TN": 2448994, + "TP": 818, + "n_pred": 1971, + "n_ref": 3101 + }, + "14": { + "Dice": 0.0, + "FN": 827, + "FP": 0, + "IoU": 0.0, + "TN": 2452421, + "TP": 0, + "n_pred": 0, + "n_ref": 827 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5962, + "IoU": 0.0, + "TN": 2447286, + "TP": 0, + "n_pred": 5962, + "n_ref": 0 + }, + "2": { + "Dice": 0.8963933034543888, + "FN": 1258, + "FP": 15340, + "IoU": 0.8122398190045249, + "TN": 2364848, + "TP": 71802, + "n_pred": 87142, + "n_ref": 73060 + }, + "3": { + "Dice": 0.924367197737775, + "FN": 5002, + "FP": 481, + "IoU": 0.8593705917053528, + "TN": 2414259, + "TP": 33506, + "n_pred": 33987, + "n_ref": 38508 + }, + "4": { + "Dice": 0.0, + "FN": 13171, + "FP": 231, + "IoU": 0.0, + "TN": 2439846, + "TP": 0, + "n_pred": 231, + "n_ref": 13171 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7915449904222636, + "FN": 8671, + "FP": 166860, + "IoU": 0.6550057587157081, + "TN": 1944454, + "TP": 333263, + "n_pred": 500123, + "n_ref": 341934 + }, + "7": { + "Dice": 0.7422648986434994, + "FN": 3281, + "FP": 11938, + "IoU": 0.590159961221522, + "TN": 2416114, + "TP": 21915, + "n_pred": 33853, + "n_ref": 25196 + }, + "8": { + "Dice": 0.9322365844104975, + "FN": 86, + "FP": 87, + "IoU": 0.8730741012472487, + "TN": 2451885, + "TP": 1190, + "n_pred": 1277, + "n_ref": 1276 + }, + "9": { + "Dice": 0.8199252318298781, + "FN": 1008, + "FP": 2701, + "IoU": 0.6948078663704436, + "TN": 2441095, + "TP": 8444, + "n_pred": 11145, + "n_ref": 9452 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9229314420803783, + "FN": 4463, + "FP": 101, + "IoU": 0.8568920105355575, + "TN": 2246124, + "TP": 27328, + "n_pred": 27429, + "n_ref": 31791 + }, + "10": { + "Dice": 0.9010510368336332, + "FN": 296, + "FP": 749, + "IoU": 0.8199207306565569, + "TN": 2272213, + "TP": 4758, + "n_pred": 5507, + "n_ref": 5054 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 2277984, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5280700029495625, + "FN": 468, + "FP": 9132, + "IoU": 0.3587602698550531, + "TN": 2263045, + "TP": 5371, + "n_pred": 14503, + "n_ref": 5839 + }, + "14": { + "Dice": 0.26037354542194985, + "FN": 9441, + "FP": 35941, + "IoU": 0.14967210043095372, + "TN": 2224646, + "TP": 7988, + "n_pred": 43929, + "n_ref": 17429 + }, + "15": { + "Dice": 0.6673342528388158, + "FN": 2459, + "FP": 15148, + "IoU": 0.500751410667196, + "TN": 2242749, + "TP": 17660, + "n_pred": 32808, + "n_ref": 20119 + }, + "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": 0.7828843106180665, + "FN": 1346, + "FP": 24, + "IoU": 0.6432291666666666, + "TN": 2274176, + "TP": 2470, + "n_pred": 2494, + "n_ref": 3816 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6094427022360251, + "FN": 5646, + "FP": 380680, + "IoU": 0.43827226912261213, + "TN": 1590270, + "TP": 301420, + "n_pred": 682100, + "n_ref": 307066 + }, + "7": { + "Dice": 0.806785659471123, + "FN": 37543, + "FP": 5259, + "IoU": 0.6761447898066039, + "TN": 2145852, + "TP": 89362, + "n_pred": 94621, + "n_ref": 126905 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 138, + "IoU": 0.0, + "TN": 2277878, + "TP": 0, + "n_pred": 138, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 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": 5, + "IoU": 0.0, + "TN": 1226619, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "14": { + "Dice": 0.8623514618386888, + "FN": 22621, + "FP": 2666, + "IoU": 0.7580121917375618, + "TN": 1122127, + "TP": 79210, + "n_pred": 81876, + "n_ref": 101831 + }, + "15": { + "Dice": 0.08619246861924686, + "FN": 248, + "FP": 1936, + "IoU": 0.04503716659379099, + "TN": 1224337, + "TP": 103, + "n_pred": 2039, + "n_ref": 351 + }, + "2": { + "Dice": 0.9543413173652695, + "FN": 101, + "FP": 143, + "IoU": 0.9126700071581961, + "TN": 1223830, + "TP": 2550, + "n_pred": 2693, + "n_ref": 2651 + }, + "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": 0.9770754319426885, + "FN": 425, + "FP": 1207, + "IoU": 0.9551783801598418, + "TN": 1190213, + "TP": 34779, + "n_pred": 35986, + "n_ref": 35204 + }, + "7": { + "Dice": 0.9756594169366034, + "FN": 1085, + "FP": 1282, + "IoU": 0.9524756053487532, + "TN": 1176818, + "TP": 47439, + "n_pred": 48721, + "n_ref": 48524 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.4727108705457826, + "FN": 207, + "FP": 2131, + "IoU": 0.3095097460129947, + "TN": 1223238, + "TP": 1048, + "n_pred": 3179, + "n_ref": 1255 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9789303667676896, + "FN": 960, + "FP": 201, + "IoU": 0.958730271576852, + "TN": 848028, + "TP": 26971, + "n_pred": 27172, + "n_ref": 27931 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8422330097087378, + "FN": 173, + "FP": 87, + "IoU": 0.7274633123689728, + "TN": 875206, + "TP": 694, + "n_pred": 781, + "n_ref": 867 + }, + "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": 0.9683925549915398, + "FN": 4257, + "FP": 880, + "IoU": 0.9387219524996719, + "TN": 792329, + "TP": 78694, + "n_pred": 79574, + "n_ref": 82951 + }, + "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": 0.9784656796769852, + "FN": 325, + "FP": 91, + "IoU": 0.9578392621870883, + "TN": 866293, + "TP": 9451, + "n_pred": 9542, + "n_ref": 9776 + }, + "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": 0.8419642857142857, + "FN": 344, + "FP": 10, + "IoU": 0.7270624518118736, + "TN": 874863, + "TP": 943, + "n_pred": 953, + "n_ref": 1287 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5, + "FN": 92, + "FP": 0, + "IoU": 0.3333333333333333, + "TN": 1927414, + "TP": 46, + "n_pred": 46, + "n_ref": 138 + }, + "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": 0.0, + "FN": 0, + "FP": 391, + "IoU": 0.0, + "TN": 1927161, + "TP": 0, + "n_pred": 391, + "n_ref": 0 + }, + "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": 629, + "IoU": 0.0, + "TN": 1926923, + "TP": 0, + "n_pred": 629, + "n_ref": 0 + }, + "2": { + "Dice": 0.966056494834684, + "FN": 3889, + "FP": 2666, + "IoU": 0.9343416637451796, + "TN": 1827717, + "TP": 93280, + "n_pred": 95946, + "n_ref": 97169 + }, + "3": { + "Dice": 0.9686839901988648, + "FN": 2683, + "FP": 1394, + "IoU": 0.9392698076951723, + "TN": 1860419, + "TP": 63056, + "n_pred": 64450, + "n_ref": 65739 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8658014112903226, + "FN": 1707, + "FP": 423, + "IoU": 0.7633596267081435, + "TN": 1918551, + "TP": 6871, + "n_pred": 7294, + "n_ref": 8578 + }, + "6": { + "Dice": 0.9890214345920653, + "FN": 1228, + "FP": 2953, + "IoU": 0.9782813092510921, + "TN": 1735045, + "TP": 188326, + "n_pred": 191279, + "n_ref": 189554 + }, + "7": { + "Dice": 0.6208891269416176, + "FN": 1413, + "FP": 16282, + "IoU": 0.4502097250271866, + "TN": 1895367, + "TP": 14490, + "n_pred": 30772, + "n_ref": 15903 + }, + "8": { + "Dice": 0.9679753832127187, + "FN": 811, + "FP": 1437, + "IoU": 0.937938269559936, + "TN": 1891330, + "TP": 33974, + "n_pred": 35411, + "n_ref": 34785 + }, + "9": { + "Dice": 0.8666972657530654, + "FN": 1995, + "FP": 38, + "IoU": 0.7647535292756307, + "TN": 1918910, + "TP": 6609, + "n_pred": 6647, + "n_ref": 8604 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0398.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": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 1401799, + "TP": 0, + "n_pred": 57, + "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": 0.8085106382978723, + "FN": 50, + "FP": 157, + "IoU": 0.6785714285714286, + "TN": 1401212, + "TP": 437, + "n_pred": 594, + "n_ref": 487 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9394123606889564, + "FN": 190, + "FP": 109, + "IoU": 0.8857470385938097, + "TN": 1399239, + "TP": 2318, + "n_pred": 2427, + "n_ref": 2508 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9220111969385586, + "FN": 994, + "FP": 7810, + "IoU": 0.8553068402195707, + "TN": 1341010, + "TP": 52042, + "n_pred": 59852, + "n_ref": 53036 + }, + "7": { + "Dice": 0.8722627737226277, + "FN": 70, + "FP": 0, + "IoU": 0.7734627831715211, + "TN": 1401547, + "TP": 239, + "n_pred": 239, + "n_ref": 309 + }, + "8": { + "Dice": 0.9670952277184571, + "FN": 162, + "FP": 140, + "IoU": 0.9362869198312236, + "TN": 1397116, + "TP": 4438, + "n_pred": 4578, + "n_ref": 4600 + }, + "9": { + "Dice": 0.947265306122449, + "FN": 464, + "FP": 182, + "IoU": 0.8998138957816377, + "TN": 1395408, + "TP": 5802, + "n_pred": 5984, + "n_ref": 6266 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9714106470693673, + "FN": 451, + "FP": 187, + "IoU": 0.9444105602509366, + "TN": 689451, + "TP": 10839, + "n_pred": 11026, + "n_ref": 11290 + }, + "10": { + "Dice": 0.8970038146735306, + "FN": 819, + "FP": 1962, + "IoU": 0.8132428983950037, + "TN": 686037, + "TP": 12110, + "n_pred": 14072, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8872340425531915, + "FN": 199, + "FP": 119, + "IoU": 0.7973231357552581, + "TN": 699359, + "TP": 1251, + "n_pred": 1370, + "n_ref": 1450 + }, + "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": 0.9739327700804596, + "FN": 1564, + "FP": 895, + "IoU": 0.9491900157037771, + "TN": 652532, + "TP": 45937, + "n_pred": 46832, + "n_ref": 47501 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.787434554973822, + "FN": 123, + "FP": 80, + "IoU": 0.6493955094991365, + "TN": 700349, + "TP": 376, + "n_pred": 456, + "n_ref": 499 + }, + "6": { + "Dice": 0.8860637048296829, + "FN": 1441, + "FP": 208, + "IoU": 0.7954348095769755, + "TN": 692867, + "TP": 6412, + "n_pred": 6620, + "n_ref": 7853 + }, + "7": { + "Dice": 0.9549623583650786, + "FN": 978, + "FP": 5489, + "IoU": 0.9138066614242493, + "TN": 625899, + "TP": 68562, + "n_pred": 74051, + "n_ref": 69540 + }, + "8": { + "Dice": 0.9629427792915531, + "FN": 61, + "FP": 75, + "IoU": 0.928533893851813, + "TN": 699025, + "TP": 1767, + "n_pred": 1842, + "n_ref": 1828 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.0, + "FN": 298, + "FP": 404, + "IoU": 0.0, + "TN": 875458, + "TP": 0, + "n_pred": 404, + "n_ref": 298 + }, + "14": { + "Dice": 0.7613011912879547, + "FN": 75, + "FP": 5876, + "IoU": 0.6145975001619066, + "TN": 860719, + "TP": 9490, + "n_pred": 15366, + "n_ref": 9565 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 876151, + "TP": 0, + "n_pred": 9, + "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": 0.9501044325829658, + "FN": 398, + "FP": 32, + "IoU": 0.9049513704686118, + "TN": 871636, + "TP": 4094, + "n_pred": 4126, + "n_ref": 4492 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.9164951484857395, + "FN": 167, + "FP": 401, + "IoU": 0.8458616010854817, + "TN": 697243, + "TP": 3117, + "n_pred": 3518, + "n_ref": 3284 + }, + "11": { + "Dice": 0.7232394366197183, + "FN": 630, + "FP": 156, + "IoU": 0.5664644236072808, + "TN": 699115, + "TP": 1027, + "n_pred": 1183, + "n_ref": 1657 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 700872, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "13": { + "Dice": 0.8956739463068577, + "FN": 3683, + "FP": 817, + "IoU": 0.8110593273712055, + "TN": 677111, + "TP": 19317, + "n_pred": 20134, + "n_ref": 23000 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9674690890739339, + "FN": 1543, + "FP": 1680, + "IoU": 0.9369880154059708, + "TN": 649779, + "TP": 47926, + "n_pred": 49606, + "n_ref": 49469 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8047337278106509, + "FN": 0, + "FP": 33, + "IoU": 0.6732673267326733, + "TN": 700827, + "TP": 68, + "n_pred": 101, + "n_ref": 68 + }, + "5": { + "Dice": 0.8, + "FN": 9, + "FP": 0, + "IoU": 0.6666666666666666, + "TN": 700901, + "TP": 18, + "n_pred": 18, + "n_ref": 27 + }, + "6": { + "Dice": 0.9454715337560649, + "FN": 1781, + "FP": 9424, + "IoU": 0.8965822773127082, + "TN": 592581, + "TP": 97142, + "n_pred": 106566, + "n_ref": 98923 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8755364806866953, + "FN": 21, + "FP": 95, + "IoU": 0.7786259541984732, + "TN": 700404, + "TP": 408, + "n_pred": 503, + "n_ref": 429 + }, + "9": { + "Dice": 0.8533907349456433, + "FN": 6468, + "FP": 1637, + "IoU": 0.7442733640436676, + "TN": 669234, + "TP": 23589, + "n_pred": 25226, + "n_ref": 30057 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.6558403210134655, + "FN": 2375.0511111111114, + "FP": 1522.6622222222227, + "IoU": 0.5778107379317342, + "TN": 1057689.5044444443, + "TP": 13169.048888888889, + "n_pred": 14691.71111111111, + "n_ref": 15544.1 + }, + "mean": { + "1": { + "Dice": 0.6443953730989467, + "FN": 1299.1, + "FP": 985.1666666666666, + "IoU": 0.6047079003170138, + "TN": 1056610.1, + "TP": 15861.9, + "n_pred": 16847.066666666666, + "n_ref": 17161.0 + }, + "10": { + "Dice": 0.6507141561146347, + "FN": 3016.3, + "FP": 1594.1333333333334, + "IoU": 0.5332012535628897, + "TN": 1062163.7, + "TP": 7982.133333333333, + "n_pred": 9576.266666666666, + "n_ref": 10998.433333333332 + }, + "11": { + "Dice": 0.5158876722744105, + "FN": 60.733333333333334, + "FP": 82.2, + "IoU": 0.4168375379849074, + "TN": 1074402.6333333333, + "TP": 210.7, + "n_pred": 292.9, + "n_ref": 271.43333333333334 + }, + "12": { + "Dice": 0.5067698779535978, + "FN": 222.06666666666666, + "FP": 150.43333333333334, + "IoU": 0.4030245590663807, + "TN": 1073802.1, + "TP": 581.6666666666666, + "n_pred": 732.1, + "n_ref": 803.7333333333333 + }, + "13": { + "Dice": 0.49780310763755753, + "FN": 3125.766666666667, + "FP": 1335.6666666666667, + "IoU": 0.3875305115895911, + "TN": 1066186.2333333334, + "TP": 4108.6, + "n_pred": 5444.266666666666, + "n_ref": 7234.366666666667 + }, + "14": { + "Dice": 0.7112138500599727, + "FN": 840.2, + "FP": 3085.9, + "IoU": 0.6546486890335911, + "TN": 1057849.7666666666, + "TP": 12980.4, + "n_pred": 16066.3, + "n_ref": 13820.6 + }, + "15": { + "Dice": 0.6687132908490195, + "FN": 2566.866666666667, + "FP": 671.2, + "IoU": 0.56938387104944, + "TN": 1067100.8333333333, + "TP": 4417.366666666667, + "n_pred": 5088.566666666667, + "n_ref": 6984.233333333334 + }, + "2": { + "Dice": 0.6235602203924407, + "FN": 728.1666666666666, + "FP": 2255.4333333333334, + "IoU": 0.5746932813283496, + "TN": 1060469.7, + "TP": 11302.966666666667, + "n_pred": 13558.4, + "n_ref": 12031.133333333333 + }, + "3": { + "Dice": 0.7087953151313103, + "FN": 1478.7, + "FP": 2503.266666666667, + "IoU": 0.660410528292131, + "TN": 1058715.4, + "TP": 12058.9, + "n_pred": 14562.166666666666, + "n_ref": 13537.6 + }, + "4": { + "Dice": 0.4968539209565732, + "FN": 1795.1666666666667, + "FP": 471.1333333333333, + "IoU": 0.43215622236489615, + "TN": 1069635.8333333333, + "TP": 2854.133333333333, + "n_pred": 3325.266666666667, + "n_ref": 4649.3 + }, + "5": { + "Dice": 0.6447157752054228, + "FN": 228.33333333333334, + "FP": 46.96666666666667, + "IoU": 0.5356613325149802, + "TN": 1073857.2666666666, + "TP": 623.7, + "n_pred": 670.6666666666666, + "n_ref": 852.0333333333333 + }, + "6": { + "Dice": 0.9269497562662707, + "FN": 6557.933333333333, + "FP": 4206.833333333333, + "IoU": 0.8686987726690095, + "TN": 992111.3333333334, + "TP": 71880.16666666667, + "n_pred": 76087.0, + "n_ref": 78438.1 + }, + "7": { + "Dice": 0.7029224307324154, + "FN": 12692.566666666668, + "FP": 3898.766666666667, + "IoU": 0.6329582708476573, + "TN": 1015555.1, + "TP": 42609.833333333336, + "n_pred": 46508.6, + "n_ref": 55302.4 + }, + "8": { + "Dice": 0.8840922451112823, + "FN": 401.3333333333333, + "FP": 375.4, + "IoU": 0.830419567590517, + "TN": 1068139.2666666666, + "TP": 5840.266666666666, + "n_pred": 6215.666666666667, + "n_ref": 6241.6 + }, + "9": { + "Dice": 0.6542178234181242, + "FN": 612.5333333333333, + "FP": 1177.4333333333334, + "IoU": 0.5628287707646564, + "TN": 1068743.3, + "TP": 4223.0, + "n_pred": 5400.433333333333, + "n_ref": 4835.533333333334 + } + }, + "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": 0.6538461538461539, + "FN": 3, + "FP": 51, + "IoU": 0.4857142857142857, + "TN": 1051287, + "TP": 51, + "n_pred": 102, + "n_ref": 54 + }, + "14": { + "Dice": 0.8802603357739812, + "FN": 133, + "FP": 1486, + "IoU": 0.7861294583883751, + "TN": 1043822, + "TP": 5951, + "n_pred": 7437, + "n_ref": 6084 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9589951209384407, + "FN": 117, + "FP": 278, + "IoU": 0.9212205823693658, + "TN": 1046378, + "TP": 4619, + "n_pred": 4897, + "n_ref": 4736 + }, + "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": 0.9827452327778732, + "FN": 1113, + "FP": 1398, + "IoU": 0.9660758193952822, + "TN": 977374, + "TP": 71507, + "n_pred": 72905, + "n_ref": 72620 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9732218834207914, + "FN": 3460, + "FP": 2582, + "IoU": 0.9478405000129493, + "TN": 760323, + "TP": 109795, + "n_pred": 112377, + "n_ref": 113255 + }, + "10": { + "Dice": 0.02336448598130841, + "FN": 73, + "FP": 345, + "IoU": 0.01182033096926714, + "TN": 875737, + "TP": 5, + "n_pred": 350, + "n_ref": 78 + }, + "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": 0.7589024513265409, + "FN": 18456, + "FP": 664, + "IoU": 0.6114768755588068, + "TN": 826948, + "TP": 30092, + "n_pred": 30756, + "n_ref": 48548 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9109700280525617, + "FN": 220, + "FP": 383, + "IoU": 0.8364967462039046, + "TN": 872472, + "TP": 3085, + "n_pred": 3468, + "n_ref": 3305 + }, + "4": { + "Dice": 0.6666666666666666, + "FN": 1, + "FP": 0, + "IoU": 0.5, + "TN": 876158, + "TP": 1, + "n_pred": 1, + "n_ref": 2 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.952987504087116, + "FN": 2970, + "FP": 337, + "IoU": 0.9101968771215208, + "TN": 839335, + "TP": 33518, + "n_pred": 33855, + "n_ref": 36488 + }, + "7": { + "Dice": 0.9559832635983263, + "FN": 208, + "FP": 55, + "IoU": 0.915678101955755, + "TN": 873041, + "TP": 2856, + "n_pred": 2911, + "n_ref": 3064 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7242894813946674, + "FN": 586, + "FP": 3178, + "IoU": 0.5677537896187413, + "TN": 2094076, + "TP": 4944, + "n_pred": 8122, + "n_ref": 5530 + }, + "11": { + "Dice": 0.28699551569506726, + "FN": 316, + "FP": 2, + "IoU": 0.16753926701570682, + "TN": 2102402, + "TP": 64, + "n_pred": 66, + "n_ref": 380 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8273635516720743, + "FN": 7220, + "FP": 3528, + "IoU": 0.7055584472509109, + "TN": 2066281, + "TP": 25755, + "n_pred": 29283, + "n_ref": 32975 + }, + "14": { + "Dice": 0.9633313693550064, + "FN": 855, + "FP": 7609, + "IoU": 0.9292567951589716, + "TN": 1983140, + "TP": 111180, + "n_pred": 118789, + "n_ref": 112035 + }, + "15": { + "Dice": 0.9106595811190997, + "FN": 2530, + "FP": 1757, + "IoU": 0.8359733700642792, + "TN": 2076648, + "TP": 21849, + "n_pred": 23606, + "n_ref": 24379 + }, + "2": { + "Dice": 0.9346733668341709, + "FN": 334, + "FP": 134, + "IoU": 0.8773584905660378, + "TN": 2098968, + "TP": 3348, + "n_pred": 3482, + "n_ref": 3682 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.636594663278272, + "FN": 407, + "FP": 165, + "IoU": 0.46691519105312207, + "TN": 2101711, + "TP": 501, + "n_pred": 666, + "n_ref": 908 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9592132838948896, + "FN": 3000, + "FP": 1807, + "IoU": 0.9216232961586122, + "TN": 2041452, + "TP": 56525, + "n_pred": 58332, + "n_ref": 59525 + }, + "7": { + "Dice": 0.8727267482946105, + "FN": 6218, + "FP": 2607, + "IoU": 0.774192722992682, + "TN": 2063702, + "TP": 30257, + "n_pred": 32864, + "n_ref": 36475 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.930114597031749, + "FN": 245, + "FP": 499, + "IoU": 0.8693590869183494, + "TN": 2097089, + "TP": 4951, + "n_pred": 5450, + "n_ref": 5196 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.6905899730645582, + "FN": 3017, + "FP": 544, + "IoU": 0.5274054412740544, + "TN": 868625, + "TP": 3974, + "n_pred": 4518, + "n_ref": 6991 + }, + "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": 0.21000546889241908, + "FN": 28260, + "FP": 2075, + "IoU": 0.11732184944859894, + "TN": 841793, + "TP": 4032, + "n_pred": 6107, + "n_ref": 32292 + }, + "14": { + "Dice": 0.939738575545492, + "FN": 2146, + "FP": 196, + "IoU": 0.8863272338979761, + "TN": 855557, + "TP": 18261, + "n_pred": 18457, + "n_ref": 20407 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6526225279449699, + "FN": 471, + "FP": 337, + "IoU": 0.4843650287172942, + "TN": 874593, + "TP": 759, + "n_pred": 1096, + "n_ref": 1230 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 373, + "IoU": 0.0, + "TN": 875787, + "TP": 0, + "n_pred": 373, + "n_ref": 0 + }, + "4": { + "Dice": 0.8594116951357562, + "FN": 5701, + "FP": 2620, + "IoU": 0.7534810689103514, + "TN": 842406, + "TP": 25433, + "n_pred": 28053, + "n_ref": 31134 + }, + "5": { + "Dice": 0.5605358062854199, + "FN": 835, + "FP": 18, + "IoU": 0.38940586972083036, + "TN": 874763, + "TP": 544, + "n_pred": 562, + "n_ref": 1379 + }, + "6": { + "Dice": 0.9558642182910697, + "FN": 9560, + "FP": 6188, + "IoU": 0.9154596892816114, + "TN": 689882, + "TP": 170530, + "n_pred": 176718, + "n_ref": 180090 + }, + "7": { + "Dice": 0.10501955384998463, + "FN": 111914, + "FP": 10292, + "IoU": 0.05541986148899332, + "TN": 746784, + "TP": 7170, + "n_pred": 17462, + "n_ref": 119084 + }, + "8": { + "Dice": 0.7631027253668763, + "FN": 554, + "FP": 463, + "IoU": 0.6169491525423729, + "TN": 873505, + "TP": 1638, + "n_pred": 2101, + "n_ref": 2192 + }, + "9": { + "Dice": 0.5909976962608542, + "FN": 3703, + "FP": 913, + "IoU": 0.41944409508237956, + "TN": 868209, + "TP": 3335, + "n_pred": 4248, + "n_ref": 7038 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 876102, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "10": { + "Dice": 0.6700622524052066, + "FN": 3144, + "FP": 354, + "IoU": 0.5038297872340426, + "TN": 869110, + "TP": 3552, + "n_pred": 3906, + "n_ref": 6696 + }, + "11": { + "Dice": 0.7654196157735086, + "FN": 353, + "FP": 575, + "IoU": 0.61998361998362, + "TN": 873718, + "TP": 1514, + "n_pred": 2089, + "n_ref": 1867 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 876137, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "13": { + "Dice": 0.8190700575150717, + "FN": 2569, + "FP": 42, + "IoU": 0.6935805656613073, + "TN": 867639, + "TP": 5910, + "n_pred": 5952, + "n_ref": 8479 + }, + "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": 0.9524832033492016, + "FN": 3411, + "FP": 3626, + "IoU": 0.9092772606554418, + "TN": 798594, + "TP": 70529, + "n_pred": 74155, + "n_ref": 73940 + }, + "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": 0.824385805277525, + "FN": 1959, + "FP": 164, + "IoU": 0.7012383900928792, + "TN": 869054, + "TP": 4983, + "n_pred": 5147, + "n_ref": 6942 + }, + "6": { + "Dice": 0.8284040503317082, + "FN": 2828, + "FP": 23710, + "IoU": 0.7070731599629123, + "TN": 785564, + "TP": 64058, + "n_pred": 87768, + "n_ref": 66886 + }, + "7": { + "Dice": 0.9341893316357694, + "FN": 23680, + "FP": 1855, + "IoU": 0.8765058929927311, + "TN": 669389, + "TP": 181236, + "n_pred": 183091, + "n_ref": 204916 + }, + "8": { + "Dice": 0.9538014527845037, + "FN": 357, + "FP": 597, + "IoU": 0.911683021662655, + "TN": 865358, + "TP": 9848, + "n_pred": 10445, + "n_ref": 10205 + }, + "9": { + "Dice": 0.6843010752688172, + "FN": 1212, + "FP": 256, + "IoU": 0.5201046093494606, + "TN": 873101, + "TP": 1591, + "n_pred": 1847, + "n_ref": 2803 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5629278567667193, + "FN": 1341, + "FP": 319, + "IoU": 0.39171857823378525, + "TN": 522967, + "TP": 1069, + "n_pred": 1388, + "n_ref": 2410 + }, + "14": { + "Dice": 0.8781144781144781, + "FN": 92, + "FP": 89, + "IoU": 0.7827130852340937, + "TN": 524863, + "TP": 652, + "n_pred": 741, + "n_ref": 744 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 51, + "FP": 0, + "IoU": 0.0, + "TN": 525645, + "TP": 0, + "n_pred": 0, + "n_ref": 51 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.8552420132416275, + "FN": 2289, + "FP": 2215, + "IoU": 0.7470941658711887, + "TN": 507887, + "TP": 13305, + "n_pred": 15520, + "n_ref": 15594 + }, + "9": { + "Dice": 0.0, + "FN": 78, + "FP": 229, + "IoU": 0.0, + "TN": 525389, + "TP": 0, + "n_pred": 229, + "n_ref": 78 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9573749001454293, + "FN": 1084, + "FP": 997, + "IoU": 0.9182350398805548, + "TN": 1025941, + "TP": 23370, + "n_pred": 24367, + "n_ref": 24454 + }, + "10": { + "Dice": 0.782915445566048, + "FN": 5989, + "FP": 6011, + "IoU": 0.6432712030678677, + "TN": 1017753, + "TP": 21639, + "n_pred": 27650, + "n_ref": 27628 + }, + "11": { + "Dice": 0.8254777070063695, + "FN": 110, + "FP": 27, + "IoU": 0.702819956616052, + "TN": 1050931, + "TP": 324, + "n_pred": 351, + "n_ref": 434 + }, + "12": { + "Dice": 0.7119281387090035, + "FN": 819, + "FP": 560, + "IoU": 0.5527084009082063, + "TN": 1048309, + "TP": 1704, + "n_pred": 2264, + "n_ref": 2523 + }, + "13": { + "Dice": 0.703092414943693, + "FN": 899, + "FP": 4084, + "IoU": 0.5421299274097215, + "TN": 1040509, + "TP": 5900, + "n_pred": 9984, + "n_ref": 6799 + }, + "14": { + "Dice": 0.9663069351601679, + "FN": 4389, + "FP": 2108, + "IoU": 0.9348103107472181, + "TN": 951729, + "TP": 93166, + "n_pred": 95274, + "n_ref": 97555 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9097952407304926, + "FN": 42, + "FP": 121, + "IoU": 0.8345177664974619, + "TN": 1050407, + "TP": 822, + "n_pred": 943, + "n_ref": 864 + }, + "3": { + "Dice": 0.942215267687493, + "FN": 113, + "FP": 404, + "IoU": 0.8907438715131023, + "TN": 1046660, + "TP": 4215, + "n_pred": 4619, + "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": 0.9741810494824263, + "FN": 481, + "FP": 4490, + "IoU": 0.9496617790019443, + "TN": 952640, + "TP": 93781, + "n_pred": 98271, + "n_ref": 94262 + }, + "7": { + "Dice": 0.9713944579871648, + "FN": 1694, + "FP": 2331, + "IoU": 0.9443799574385762, + "TN": 979026, + "TP": 68341, + "n_pred": 70672, + "n_ref": 70035 + }, + "8": { + "Dice": 0.9546845193103697, + "FN": 667, + "FP": 592, + "IoU": 0.9132979822326286, + "TN": 1036871, + "TP": 13262, + "n_pred": 13854, + "n_ref": 13929 + }, + "9": { + "Dice": 0.9093652481053461, + "FN": 763, + "FP": 1880, + "IoU": 0.8337944912589611, + "TN": 1035490, + "TP": 13259, + "n_pred": 15139, + "n_ref": 14022 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": 0.8479173760072637, + "FN": 760, + "FP": 1920, + "IoU": 0.7359866023051916, + "TN": 690777, + "TP": 7471, + "n_pred": 9391, + "n_ref": 8231 + }, + "11": { + "Dice": 0.8002099370188943, + "FN": 268, + "FP": 874, + "IoU": 0.6669582968795568, + "TN": 697499, + "TP": 2287, + "n_pred": 3161, + "n_ref": 2555 + }, + "12": { + "Dice": 0.7821398483572031, + "FN": 682, + "FP": 611, + "IoU": 0.6422246817930272, + "TN": 697314, + "TP": 2321, + "n_pred": 2932, + "n_ref": 3003 + }, + "13": { + "Dice": 0.7643745599624502, + "FN": 2244, + "FP": 1772, + "IoU": 0.6186134852801519, + "TN": 690398, + "TP": 6514, + "n_pred": 8286, + "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": 0.960010860290125, + "FN": 1453, + "FP": 609, + "IoU": 0.9230970051840525, + "TN": 674115, + "TP": 24751, + "n_pred": 25360, + "n_ref": 26204 + }, + "3": { + "Dice": 0.9393863681790925, + "FN": 529, + "FP": 1897, + "IoU": 0.8857008244994111, + "TN": 679703, + "TP": 18799, + "n_pred": 20696, + "n_ref": 19328 + }, + "4": { + "Dice": 0.7632356893308251, + "FN": 549, + "FP": 332, + "IoU": 0.6171229900043459, + "TN": 698627, + "TP": 1420, + "n_pred": 1752, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9544783444271233, + "FN": 1329, + "FP": 4190, + "IoU": 0.9129206835071554, + "TN": 637549, + "TP": 57860, + "n_pred": 62050, + "n_ref": 59189 + }, + "7": { + "Dice": 0.9410339544660989, + "FN": 3272, + "FP": 38, + "IoU": 0.8886346813807954, + "TN": 671206, + "TP": 26412, + "n_pred": 26450, + "n_ref": 29684 + }, + "8": { + "Dice": 0.9318124843319128, + "FN": 633, + "FP": 455, + "IoU": 0.8723304388641164, + "TN": 692406, + "TP": 7434, + "n_pred": 7889, + "n_ref": 8067 + }, + "9": { + "Dice": 0.9092394495647068, + "FN": 1477, + "FP": 2078, + "IoU": 0.8335829978466436, + "TN": 679566, + "TP": 17807, + "n_pred": 19885, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9594455904319639, + "FN": 1466, + "FP": 2525, + "IoU": 0.922052303665944, + "TN": 1350655, + "TP": 47210, + "n_pred": 49735, + "n_ref": 48676 + }, + "10": { + "Dice": 0.0, + "FN": 440, + "FP": 647, + "IoU": 0.0, + "TN": 1400769, + "TP": 0, + "n_pred": 647, + "n_ref": 440 + }, + "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": 1651, + "IoU": 0.0, + "TN": 1400205, + "TP": 0, + "n_pred": 1651, + "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": 0.8807727135526713, + "FN": 1205, + "FP": 375, + "IoU": 0.7869471413160734, + "TN": 1394440, + "TP": 5836, + "n_pred": 6211, + "n_ref": 7041 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9829263210254963, + "FN": 3374, + "FP": 1706, + "IoU": 0.9664258758682678, + "TN": 1250549, + "TP": 146227, + "n_pred": 147933, + "n_ref": 149601 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1199, + "IoU": 0.0, + "TN": 1400657, + "TP": 0, + "n_pred": 1199, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0105.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": 0.9582677165354331, + "FN": 3, + "FP": 103, + "IoU": 0.9198790627362056, + "TN": 1050069, + "TP": 1217, + "n_pred": 1320, + "n_ref": 1220 + }, + "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": 0.980941506298679, + "FN": 1433, + "FP": 620, + "IoU": 0.962595878805546, + "TN": 996505, + "TP": 52834, + "n_pred": 53454, + "n_ref": 54267 + }, + "7": { + "Dice": 0.9671537050656128, + "FN": 2569, + "FP": 1138, + "IoU": 0.9363965478784552, + "TN": 993109, + "TP": 54576, + "n_pred": 55714, + "n_ref": 57145 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.6315133502708403, + "FN": 13206, + "FP": 2168, + "IoU": 0.4614684040913549, + "TN": 497148, + "TP": 13174, + "n_pred": 15342, + "n_ref": 26380 + }, + "11": { + "Dice": 0.0, + "FN": 136, + "FP": 0, + "IoU": 0.0, + "TN": 525560, + "TP": 0, + "n_pred": 0, + "n_ref": 136 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.006216542911414264, + "FN": 4909, + "FP": 846, + "IoU": 0.003117962930885155, + "TN": 519923, + "TP": 18, + "n_pred": 864, + "n_ref": 4927 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9639069242247046, + "FN": 1349, + "FP": 441, + "IoU": 0.9303285069282267, + "TN": 500004, + "TP": 23902, + "n_pred": 24343, + "n_ref": 25251 + }, + "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": 0.9316255914130358, + "FN": 1775, + "FP": 5971, + "IoU": 0.8720029082737082, + "TN": 465179, + "TP": 52771, + "n_pred": 58742, + "n_ref": 54546 + }, + "7": { + "Dice": 0.75838179952104, + "FN": 4936, + "FP": 714, + "IoU": 0.6108011297099952, + "TN": 511179, + "TP": 8867, + "n_pred": 9581, + "n_ref": 13803 + }, + "8": { + "Dice": 0.962697686576918, + "FN": 775, + "FP": 652, + "IoU": 0.9280782218638174, + "TN": 505855, + "TP": 18414, + "n_pred": 19066, + "n_ref": 19189 + }, + "9": { + "Dice": 0.6546281433921883, + "FN": 2213, + "FP": 369, + "IoU": 0.48657784847882285, + "TN": 520667, + "TP": 2447, + "n_pred": 2816, + "n_ref": 4660 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9721066280682709, + "FN": 1410, + "FP": 440, + "IoU": 0.9457271100419514, + "TN": 1017305, + "TP": 32237, + "n_pred": 32677, + "n_ref": 33647 + }, + "10": { + "Dice": 0.8705096073517126, + "FN": 8513, + "FP": 4507, + "IoU": 0.7707100591715976, + "TN": 994608, + "TP": 43764, + "n_pred": 48271, + "n_ref": 52277 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6908304030294834, + "FN": 1009, + "FP": 134, + "IoU": 0.5276859504132232, + "TN": 1048972, + "TP": 1277, + "n_pred": 1411, + "n_ref": 2286 + }, + "13": { + "Dice": 0.6367047375582402, + "FN": 5369, + "FP": 3442, + "IoU": 0.4670336317444955, + "TN": 1034860, + "TP": 7721, + "n_pred": 11163, + "n_ref": 13090 + }, + "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": 0.958825072121689, + "FN": 190, + "FP": 124, + "IoU": 0.9209068010075567, + "TN": 1047422, + "TP": 3656, + "n_pred": 3780, + "n_ref": 3846 + }, + "3": { + "Dice": 0.9667307220864669, + "FN": 2299, + "FP": 1908, + "IoU": 0.9356038573396602, + "TN": 986062, + "TP": 61123, + "n_pred": 63031, + "n_ref": 63422 + }, + "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": 0.9132039902599953, + "FN": 375, + "FP": 8465, + "IoU": 0.84027175484244, + "TN": 996048, + "TP": 46504, + "n_pred": 54969, + "n_ref": 46879 + }, + "7": { + "Dice": 0.8872159760987499, + "FN": 446, + "FP": 5292, + "IoU": 0.7972939555586958, + "TN": 1023085, + "TP": 22569, + "n_pred": 27861, + "n_ref": 23015 + }, + "8": { + "Dice": 0.9718037202255703, + "FN": 180, + "FP": 155, + "IoU": 0.9451538965291421, + "TN": 1045284, + "TP": 5773, + "n_pred": 5928, + "n_ref": 5953 + }, + "9": { + "Dice": 0.9794811822241123, + "FN": 63, + "FP": 323, + "IoU": 0.9597874778622774, + "TN": 1041793, + "TP": 9213, + "n_pred": 9536, + "n_ref": 9276 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.8592608777077221, + "FN": 1460, + "FP": 7558, + "IoU": 0.7532492407037513, + "TN": 489149, + "TP": 27529, + "n_pred": 35087, + "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": 34, + "IoU": 0.0, + "TN": 525662, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "13": { + "Dice": 0.6826064919896868, + "FN": 6545, + "FP": 7858, + "IoU": 0.5181492757017162, + "TN": 495805, + "TP": 15488, + "n_pred": 23346, + "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": 0.9355993940826745, + "FN": 5927, + "FP": 1428, + "IoU": 0.8789917901975947, + "TN": 464915, + "TP": 53426, + "n_pred": 54854, + "n_ref": 59353 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3393, + "IoU": 0.0, + "TN": 522303, + "TP": 0, + "n_pred": 3393, + "n_ref": 0 + }, + "4": { + "Dice": 0.9628936457805332, + "FN": 2028, + "FP": 827, + "IoU": 0.9284425284475413, + "TN": 485798, + "TP": 37043, + "n_pred": 37870, + "n_ref": 39071 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9556634876392341, + "FN": 3509, + "FP": 754, + "IoU": 0.9150915211026351, + "TN": 475489, + "TP": 45944, + "n_pred": 46698, + "n_ref": 49453 + }, + "7": { + "Dice": 0.7993500738552437, + "FN": 6474, + "FP": 318, + "IoU": 0.6657644800944835, + "TN": 505375, + "TP": 13529, + "n_pred": 13847, + "n_ref": 20003 + }, + "8": { + "Dice": 0.9507795781106695, + "FN": 36, + "FP": 125, + "IoU": 0.9061771561771562, + "TN": 523980, + "TP": 1555, + "n_pred": 1680, + "n_ref": 1591 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 525669, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8353221957040573, + "FN": 689, + "FP": 277, + "IoU": 0.7172131147540983, + "TN": 872744, + "TP": 2450, + "n_pred": 2727, + "n_ref": 3139 + }, + "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": 0.3776532206193145, + "FN": 6551, + "FP": 222, + "IoU": 0.23278205709107386, + "TN": 867332, + "TP": 2055, + "n_pred": 2277, + "n_ref": 8606 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 55184, + "IoU": 0.0, + "TN": 820976, + "TP": 0, + "n_pred": 55184, + "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": 2047, + "IoU": 0.0, + "TN": 874113, + "TP": 0, + "n_pred": 2047, + "n_ref": 0 + }, + "3": { + "Dice": 0.9659297789336801, + "FN": 3520, + "FP": 803, + "IoU": 0.9341046277665996, + "TN": 810556, + "TP": 61281, + "n_pred": 62084, + "n_ref": 64801 + }, + "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": 0.36189889025893957, + "FN": 157, + "FP": 1913, + "IoU": 0.22092585622882951, + "TN": 873503, + "TP": 587, + "n_pred": 2500, + "n_ref": 744 + }, + "8": { + "Dice": 0.957185073190846, + "FN": 83, + "FP": 540, + "IoU": 0.9178858573876367, + "TN": 868573, + "TP": 6964, + "n_pred": 7504, + "n_ref": 7047 + }, + "9": { + "Dice": 0.7418655097613883, + "FN": 82, + "FP": 37, + "IoU": 0.5896551724137931, + "TN": 875870, + "TP": 171, + "n_pred": 208, + "n_ref": 253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8766653268893311, + "FN": 24582, + "FP": 580, + "IoU": 0.7804133068035047, + "TN": 1812964, + "TP": 89426, + "n_pred": 90006, + "n_ref": 114008 + }, + "10": { + "Dice": 0.8253871386070638, + "FN": 405, + "FP": 1884, + "IoU": 0.7026886608650474, + "TN": 1919853, + "TP": 5410, + "n_pred": 7294, + "n_ref": 5815 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7518753606462781, + "FN": 1170, + "FP": 550, + "IoU": 0.6024040684234859, + "TN": 1923226, + "TP": 2606, + "n_pred": 3156, + "n_ref": 3776 + }, + "13": { + "Dice": 0.0, + "FN": 57, + "FP": 0, + "IoU": 0.0, + "TN": 1927495, + "TP": 0, + "n_pred": 0, + "n_ref": 57 + }, + "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": 0.9759686416402834, + "FN": 658, + "FP": 139, + "IoU": 0.9530651905070373, + "TN": 1910571, + "TP": 16184, + "n_pred": 16323, + "n_ref": 16842 + }, + "4": { + "Dice": 0.8627450980392157, + "FN": 6, + "FP": 1, + "IoU": 0.7586206896551724, + "TN": 1927523, + "TP": 22, + "n_pred": 23, + "n_ref": 28 + }, + "5": { + "Dice": 0.7879966657404834, + "FN": 1421, + "FP": 105, + "IoU": 0.6501604768454837, + "TN": 1923190, + "TP": 2836, + "n_pred": 2941, + "n_ref": 4257 + }, + "6": { + "Dice": 0.8698140883832713, + "FN": 4739, + "FP": 22508, + "IoU": 0.7696203601927792, + "TN": 1809282, + "TP": 91023, + "n_pred": 113531, + "n_ref": 95762 + }, + "7": { + "Dice": 0.9463658414185346, + "FN": 2908, + "FP": 2222, + "IoU": 0.8981920657286312, + "TN": 1877163, + "TP": 45259, + "n_pred": 47481, + "n_ref": 48167 + }, + "8": { + "Dice": 0.9683957402954311, + "FN": 321, + "FP": 231, + "IoU": 0.9387279387279387, + "TN": 1918543, + "TP": 8457, + "n_pred": 8688, + "n_ref": 8778 + }, + "9": { + "Dice": 0.8492926237514573, + "FN": 2144, + "FP": 2639, + "IoU": 0.7380613362541073, + "TN": 1909292, + "TP": 13477, + "n_pred": 16116, + "n_ref": 15621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1685, + "FP": 0, + "IoU": 0.0, + "TN": 874475, + "TP": 0, + "n_pred": 0, + "n_ref": 1685 + }, + "10": { + "Dice": 0.5517458887136742, + "FN": 9605, + "FP": 344, + "IoU": 0.38097312095569935, + "TN": 860088, + "TP": 6123, + "n_pred": 6467, + "n_ref": 15728 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.23482849604221637, + "FN": 378, + "FP": 202, + "IoU": 0.13303437967115098, + "TN": 875491, + "TP": 89, + "n_pred": 291, + "n_ref": 467 + }, + "13": { + "Dice": 0.838441293827999, + "FN": 952, + "FP": 951, + "IoU": 0.7218242946937582, + "TN": 869319, + "TP": 4938, + "n_pred": 5889, + "n_ref": 5890 + }, + "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": 0.10964415362204906, + "FN": 15, + "FP": 38492, + "IoU": 0.058001859190762756, + "TN": 835282, + "TP": 2371, + "n_pred": 40863, + "n_ref": 2386 + }, + "3": { + "Dice": 0.5747755582269739, + "FN": 31941, + "FP": 1309, + "IoU": 0.40328774990129573, + "TN": 820438, + "TP": 22472, + "n_pred": 23781, + "n_ref": 54413 + }, + "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": 0.9272727272727272, + "FN": 16, + "FP": 0, + "IoU": 0.864406779661017, + "TN": 876042, + "TP": 102, + "n_pred": 102, + "n_ref": 118 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1110, + "IoU": 0.0, + "TN": 875050, + "TP": 0, + "n_pred": 1110, + "n_ref": 0 + }, + "8": { + "Dice": 0.9326037391700867, + "FN": 328, + "FP": 411, + "IoU": 0.8737183868762816, + "TN": 870308, + "TP": 5113, + "n_pred": 5524, + "n_ref": 5441 + }, + "9": { + "Dice": 0.21961503208065994, + "FN": 28, + "FP": 4229, + "IoU": 0.12335255354200989, + "TN": 871304, + "TP": 599, + "n_pred": 4828, + "n_ref": 627 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": 0.6503544136741949, + "FN": 26859, + "FP": 5993, + "IoU": 0.48187051494361643, + "TN": 812755, + "TP": 30553, + "n_pred": 36546, + "n_ref": 57412 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7393172055166177, + "FN": 814, + "FP": 339, + "IoU": 0.586441893830703, + "TN": 873372, + "TP": 1635, + "n_pred": 1974, + "n_ref": 2449 + }, + "13": { + "Dice": 0.6713819368879217, + "FN": 2700, + "FP": 7568, + "IoU": 0.5053235053235053, + "TN": 855403, + "TP": 10489, + "n_pred": 18057, + "n_ref": 13189 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2088, + "IoU": 0.0, + "TN": 874072, + "TP": 0, + "n_pred": 2088, + "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": 192, + "IoU": 0.0, + "TN": 875968, + "TP": 0, + "n_pred": 192, + "n_ref": 0 + }, + "3": { + "Dice": 0.8497628833386026, + "FN": 389, + "FP": 4363, + "IoU": 0.7387719201803089, + "TN": 857969, + "TP": 13439, + "n_pred": 17802, + "n_ref": 13828 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5989, + "IoU": 0.0, + "TN": 870171, + "TP": 0, + "n_pred": 5989, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7954046291603312, + "FN": 1950, + "FP": 472, + "IoU": 0.6603085553997194, + "TN": 869030, + "TP": 4708, + "n_pred": 5180, + "n_ref": 6658 + }, + "7": { + "Dice": 0.8718830061481897, + "FN": 45142, + "FP": 3015, + "IoU": 0.7728657673804358, + "TN": 664140, + "TP": 163863, + "n_pred": 166878, + "n_ref": 209005 + }, + "8": { + "Dice": 0.9469464346639372, + "FN": 122, + "FP": 500, + "IoU": 0.8992386197958853, + "TN": 869987, + "TP": 5551, + "n_pred": 6051, + "n_ref": 5673 + }, + "9": { + "Dice": 0.8841645885286783, + "FN": 1802, + "FP": 56, + "IoU": 0.7923790367638842, + "TN": 867211, + "TP": 7091, + "n_pred": 7147, + "n_ref": 8893 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.7951990670251708, + "FN": 749, + "FP": 11895, + "IoU": 0.6600252749321073, + "TN": 488505, + "TP": 24547, + "n_pred": 36442, + "n_ref": 25296 + }, + "7": { + "Dice": 0.9507420817287026, + "FN": 10896, + "FP": 219, + "IoU": 0.906109036846818, + "TN": 407314, + "TP": 107267, + "n_pred": 107486, + "n_ref": 118163 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9617459452810627, + "FN": 1578, + "FP": 599, + "IoU": 0.9263108012050232, + "TN": 1372313, + "TP": 27366, + "n_pred": 27965, + "n_ref": 28944 + }, + "10": { + "Dice": 0.8602941176470589, + "FN": 15, + "FP": 23, + "IoU": 0.7548387096774194, + "TN": 1401701, + "TP": 117, + "n_pred": 140, + "n_ref": 132 + }, + "11": { + "Dice": 0.8700512342803912, + "FN": 403, + "FP": 155, + "IoU": 0.7699917559769167, + "TN": 1399430, + "TP": 1868, + "n_pred": 2023, + "n_ref": 2271 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.76, + "FN": 4, + "FP": 20, + "IoU": 0.6129032258064516, + "TN": 1401794, + "TP": 38, + "n_pred": 58, + "n_ref": 42 + }, + "14": { + "Dice": 0.7427620895877064, + "FN": 628, + "FP": 12362, + "IoU": 0.590788810483871, + "TN": 1370112, + "TP": 18754, + "n_pred": 31116, + "n_ref": 19382 + }, + "15": { + "Dice": 0.8477789815817984, + "FN": 1319, + "FP": 5987, + "IoU": 0.7357780912082745, + "TN": 1374205, + "TP": 20345, + "n_pred": 26332, + "n_ref": 21664 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 307, + "IoU": 0.0, + "TN": 1401549, + "TP": 0, + "n_pred": 307, + "n_ref": 0 + }, + "3": { + "Dice": 0.9125, + "FN": 19, + "FP": 9, + "IoU": 0.8390804597701149, + "TN": 1401682, + "TP": 146, + "n_pred": 155, + "n_ref": 165 + }, + "4": { + "Dice": 0.9009640666082384, + "FN": 26, + "FP": 87, + "IoU": 0.8197767145135566, + "TN": 1401229, + "TP": 514, + "n_pred": 601, + "n_ref": 540 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9709994411961129, + "FN": 7402, + "FP": 3237, + "IoU": 0.9436335411953567, + "TN": 1213109, + "TP": 178108, + "n_pred": 181345, + "n_ref": 185510 + }, + "7": { + "Dice": 0.8963320144422506, + "FN": 1822, + "FP": 11357, + "IoU": 0.8121391815032857, + "TN": 1331703, + "TP": 56974, + "n_pred": 68331, + "n_ref": 58796 + }, + "8": { + "Dice": 0.9565371024734982, + "FN": 132, + "FP": 114, + "IoU": 0.9166948865560447, + "TN": 1398903, + "TP": 2707, + "n_pred": 2821, + "n_ref": 2839 + }, + "9": { + "Dice": 0.7648765125145036, + "FN": 807, + "FP": 4867, + "IoU": 0.6192712876602027, + "TN": 1386953, + "TP": 9229, + "n_pred": 14096, + "n_ref": 10036 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9744478362363082, + "FN": 950, + "FP": 1896, + "IoU": 0.9501689632833156, + "TN": 1870439, + "TP": 54267, + "n_pred": 56163, + "n_ref": 55217 + }, + "10": { + "Dice": 0.9514457988762157, + "FN": 1864, + "FP": 737, + "IoU": 0.9073882855616877, + "TN": 1899467, + "TP": 25484, + "n_pred": 26221, + "n_ref": 27348 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8059859621242219, + "FN": 628, + "FP": 837, + "IoU": 0.6750221827861579, + "TN": 1923044, + "TP": 3043, + "n_pred": 3880, + "n_ref": 3671 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 1927487, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "14": { + "Dice": 0.9423674220637295, + "FN": 667, + "FP": 1838, + "IoU": 0.8910158799216881, + "TN": 1904567, + "TP": 20480, + "n_pred": 22318, + "n_ref": 21147 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9424888117026251, + "FN": 6427, + "FP": 1322, + "IoU": 0.8912329459322891, + "TN": 1856308, + "TP": 63495, + "n_pred": 64817, + "n_ref": 69922 + }, + "3": { + "Dice": 0.9531870107658912, + "FN": 2927, + "FP": 7748, + "IoU": 0.9105609316744167, + "TN": 1808197, + "TP": 108680, + "n_pred": 116428, + "n_ref": 111607 + }, + "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": 0.9544389942109682, + "FN": 331, + "FP": 700, + "IoU": 0.9128486897717667, + "TN": 1915722, + "TP": 10799, + "n_pred": 11499, + "n_ref": 11130 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 25222, + "IoU": 0.0, + "TN": 1902330, + "TP": 0, + "n_pred": 25222, + "n_ref": 0 + }, + "8": { + "Dice": 0.7426021606387976, + "FN": 2147, + "FP": 45, + "IoU": 0.5905864774000747, + "TN": 1922198, + "TP": 3162, + "n_pred": 3207, + "n_ref": 5309 + }, + "9": { + "Dice": 0.9306216841246089, + "FN": 215, + "FP": 805, + "IoU": 0.8702455158376797, + "TN": 1919691, + "TP": 6841, + "n_pred": 7646, + "n_ref": 7056 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6052544794987359, + "FN": 6569, + "FP": 613, + "IoU": 0.433953341740227, + "TN": 688240, + "TP": 5506, + "n_pred": 6119, + "n_ref": 12075 + }, + "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": 0.8258726899383984, + "FN": 5220, + "FP": 4108, + "IoU": 0.7033927946834557, + "TN": 669479, + "TP": 22121, + "n_pred": 26229, + "n_ref": 27341 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "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": 0.9195245759564195, + "FN": 892, + "FP": 1708, + "IoU": 0.8510370115732784, + "TN": 683474, + "TP": 14854, + "n_pred": 16562, + "n_ref": 15746 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9124946373552086, + "FN": 909, + "FP": 5822, + "IoU": 0.8390713910008128, + "TN": 659102, + "TP": 35095, + "n_pred": 40917, + "n_ref": 36004 + }, + "7": { + "Dice": 0.7213149312935062, + "FN": 129094, + "FP": 460, + "IoU": 0.5641067913799774, + "TN": 403713, + "TP": 167661, + "n_pred": 168121, + "n_ref": 296755 + }, + "8": { + "Dice": 0.9495930175541826, + "FN": 490, + "FP": 538, + "IoU": 0.90402390066287, + "TN": 690217, + "TP": 9683, + "n_pred": 10221, + "n_ref": 10173 + }, + "9": { + "Dice": 0.9554182351966285, + "FN": 362, + "FP": 1521, + "IoU": 0.9146418857660925, + "TN": 678868, + "TP": 20177, + "n_pred": 21698, + "n_ref": 20539 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.24489795918367346, + "FN": 69, + "FP": 375, + "IoU": 0.13953488372093023, + "TN": 875644, + "TP": 72, + "n_pred": 447, + "n_ref": 141 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.823258491652274, + "FN": 169, + "FP": 445, + "IoU": 0.6996086105675147, + "TN": 874116, + "TP": 1430, + "n_pred": 1875, + "n_ref": 1599 + }, + "13": { + "Dice": 0.5537704361599819, + "FN": 14939, + "FP": 837, + "IoU": 0.3829063172305887, + "TN": 850595, + "TP": 9789, + "n_pred": 10626, + "n_ref": 24728 + }, + "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": 0.9382422802850356, + "FN": 245, + "FP": 171, + "IoU": 0.883668903803132, + "TN": 872584, + "TP": 3160, + "n_pred": 3331, + "n_ref": 3405 + }, + "3": { + "Dice": 0.9523776964890089, + "FN": 493, + "FP": 900, + "IoU": 0.9090849758517164, + "TN": 860838, + "TP": 13929, + "n_pred": 14829, + "n_ref": 14422 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1964, + "IoU": 0.0, + "TN": 874196, + "TP": 0, + "n_pred": 1964, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9531133632507195, + "FN": 14835, + "FP": 2352, + "IoU": 0.9104265254643624, + "TN": 684284, + "TP": 174689, + "n_pred": 177041, + "n_ref": 189524 + }, + "7": { + "Dice": 0.9090909090909091, + "FN": 6, + "FP": 18, + "IoU": 0.8333333333333334, + "TN": 876016, + "TP": 120, + "n_pred": 138, + "n_ref": 126 + }, + "8": { + "Dice": 0.956539829820875, + "FN": 1034, + "FP": 1055, + "IoU": 0.9166998963234708, + "TN": 851082, + "TP": 22989, + "n_pred": 24044, + "n_ref": 24023 + }, + "9": { + "Dice": 0.930833077159545, + "FN": 435, + "FP": 690, + "IoU": 0.870615296147211, + "TN": 867465, + "TP": 7570, + "n_pred": 8260, + "n_ref": 8005 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.509367464292339, + "FN": 778, + "FP": 15092, + "IoU": 0.34171229467396713, + "TN": 1552980, + "TP": 8238, + "n_pred": 23330, + "n_ref": 9016 + }, + "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": 0.8115128115128115, + "FN": 495, + "FP": 42, + "IoU": 0.6828115770821028, + "TN": 1575395, + "TP": 1156, + "n_pred": 1198, + "n_ref": 1651 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 432, + "IoU": 0.0, + "TN": 1576656, + "TP": 0, + "n_pred": 432, + "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": 0.9432448847096274, + "FN": 21995, + "FP": 5105, + "IoU": 0.8925860599694802, + "TN": 1324793, + "TP": 225195, + "n_pred": 230300, + "n_ref": 247190 + }, + "7": { + "Dice": 0.9297148715175685, + "FN": 3372, + "FP": 9106, + "IoU": 0.8686609266783151, + "TN": 1482082, + "TP": 82528, + "n_pred": 91634, + "n_ref": 85900 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0036041939711664484, + "FN": 0, + "FP": 6082, + "IoU": 0.0018053504021007714, + "TN": 1570995, + "TP": 11, + "n_pred": 6093, + "n_ref": 11 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0294.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": 0.9421465679230684, + "FN": 4872, + "FP": 362, + "IoU": 0.8906210816684778, + "TN": 1704468, + "TP": 42618, + "n_pred": 42980, + "n_ref": 47490 + }, + "15": { + "Dice": 0.9459921705750447, + "FN": 287, + "FP": 3976, + "IoU": 0.897519111495745, + "TN": 1710722, + "TP": 37335, + "n_pred": 41311, + "n_ref": 37622 + }, + "2": { + "Dice": 0.4, + "FN": 0, + "FP": 3, + "IoU": 0.25, + "TN": 1752316, + "TP": 1, + "n_pred": 4, + "n_ref": 1 + }, + "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": 0.9190733494813986, + "FN": 284, + "FP": 2322, + "IoU": 0.8502643070558492, + "TN": 1734916, + "TP": 14798, + "n_pred": 17120, + "n_ref": 15082 + }, + "7": { + "Dice": 0.9183111904636875, + "FN": 11192, + "FP": 4364, + "IoU": 0.8489606089734254, + "TN": 1649327, + "TP": 87437, + "n_pred": 91801, + "n_ref": 98629 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 852, + "IoU": 0.0, + "TN": 1751468, + "TP": 0, + "n_pred": 852, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2127, + "IoU": 0.0, + "TN": 523569, + "TP": 0, + "n_pred": 2127, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5789473684210527, + "FN": 234, + "FP": 150, + "IoU": 0.4074074074074074, + "TN": 525048, + "TP": 264, + "n_pred": 414, + "n_ref": 498 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8190138552255544, + "FN": 8967, + "FP": 6042, + "IoU": 0.6934999693683759, + "TN": 476727, + "TP": 33960, + "n_pred": 40002, + "n_ref": 42927 + }, + "15": { + "Dice": 0.4600310670330983, + "FN": 6993, + "FP": 6564, + "IoU": 0.2987274984481688, + "TN": 506364, + "TP": 5775, + "n_pred": 12339, + "n_ref": 12768 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 277, + "IoU": 0.0, + "TN": 525419, + "TP": 0, + "n_pred": 277, + "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": 0.858445797524517, + "FN": 38632, + "FP": 355, + "IoU": 0.7519974046461922, + "TN": 368492, + "TP": 118217, + "n_pred": 118572, + "n_ref": 156849 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 133, + "IoU": 0.0, + "TN": 525563, + "TP": 0, + "n_pred": 133, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.4842534271952575, + "FN": 1786, + "FP": 998, + "IoU": 0.31948178929357124, + "TN": 521605, + "TP": 1307, + "n_pred": 2305, + "n_ref": 3093 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9538648167102619, + "FN": 1112, + "FP": 105, + "IoU": 0.9117988114219452, + "TN": 1388058, + "TP": 12581, + "n_pred": 12686, + "n_ref": 13693 + }, + "10": { + "Dice": 0.39117166986019447, + "FN": 2470, + "FP": 6109, + "IoU": 0.243140714600794, + "TN": 1390521, + "TP": 2756, + "n_pred": 8865, + "n_ref": 5226 + }, + "11": { + "Dice": 0.0, + "FN": 2, + "FP": 683, + "IoU": 0.0, + "TN": 1401171, + "TP": 0, + "n_pred": 683, + "n_ref": 2 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 82, + "IoU": 0.0, + "TN": 1401774, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 2195, + "FP": 584, + "IoU": 0.0, + "TN": 1399077, + "TP": 0, + "n_pred": 584, + "n_ref": 2195 + }, + "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": 164, + "IoU": 0.0, + "TN": 1401692, + "TP": 0, + "n_pred": 164, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 48295, + "IoU": 0.0, + "TN": 1353561, + "TP": 0, + "n_pred": 48295, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 43040, + "FP": 11, + "IoU": 0.0, + "TN": 1358805, + "TP": 0, + "n_pred": 11, + "n_ref": 43040 + }, + "5": { + "Dice": 0.0, + "FN": 19, + "FP": 681, + "IoU": 0.0, + "TN": 1401156, + "TP": 0, + "n_pred": 681, + "n_ref": 19 + }, + "6": { + "Dice": 0.8273476466271205, + "FN": 69137, + "FP": 4733, + "IoU": 0.7055353142365125, + "TN": 1150994, + "TP": 176992, + "n_pred": 181725, + "n_ref": 246129 + }, + "7": { + "Dice": 0.3988337877601706, + "FN": 1791, + "FP": 20478, + "IoU": 0.24908956029134072, + "TN": 1372200, + "TP": 7387, + "n_pred": 27865, + "n_ref": 9178 + }, + "8": { + "Dice": 0.9461026411853124, + "FN": 226, + "FP": 25, + "IoU": 0.8977180114099429, + "TN": 1399402, + "TP": 2203, + "n_pred": 2228, + "n_ref": 2429 + }, + "9": { + "Dice": 0.661684192230816, + "FN": 961, + "FP": 6825, + "IoU": 0.4944155844155844, + "TN": 1386456, + "TP": 7614, + "n_pred": 14439, + "n_ref": 8575 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9749289757999295, + "FN": 342, + "FP": 867, + "IoU": 0.951084317850785, + "TN": 1201908, + "TP": 23507, + "n_pred": 24374, + "n_ref": 23849 + }, + "10": { + "Dice": 0.9049258727881396, + "FN": 1033, + "FP": 2943, + "IoU": 0.8263603808192855, + "TN": 1203726, + "TP": 18922, + "n_pred": 21865, + "n_ref": 19955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8158445073194734, + "FN": 814, + "FP": 683, + "IoU": 0.6889673800124663, + "TN": 1221811, + "TP": 3316, + "n_pred": 3999, + "n_ref": 4130 + }, + "13": { + "Dice": 0.24682814302191464, + "FN": 1301, + "FP": 5, + "IoU": 0.14078947368421052, + "TN": 1225104, + "TP": 214, + "n_pred": 219, + "n_ref": 1515 + }, + "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": 0.9335314779789247, + "FN": 376, + "FP": 116, + "IoU": 0.8753483658474791, + "TN": 1222677, + "TP": 3455, + "n_pred": 3571, + "n_ref": 3831 + }, + "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": 0.9885010149526832, + "FN": 540, + "FP": 1471, + "IoU": 0.9772634768451519, + "TN": 1138176, + "TP": 86437, + "n_pred": 87908, + "n_ref": 86977 + }, + "7": { + "Dice": 0.9724154330895904, + "FN": 618, + "FP": 310, + "IoU": 0.9463118310673995, + "TN": 1209339, + "TP": 16357, + "n_pred": 16667, + "n_ref": 16975 + }, + "8": { + "Dice": 0.9619264562316954, + "FN": 521, + "FP": 181, + "IoU": 0.9266457680250784, + "TN": 1217054, + "TP": 8868, + "n_pred": 9049, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2191780821917808, + "FN": 0, + "FP": 57, + "IoU": 0.12307692307692308, + "TN": 700863, + "TP": 8, + "n_pred": 65, + "n_ref": 8 + }, + "10": { + "Dice": 0.9247178083895643, + "FN": 1361, + "FP": 1060, + "IoU": 0.8599768652400231, + "TN": 683638, + "TP": 14869, + "n_pred": 15929, + "n_ref": 16230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.232, + "FN": 179, + "FP": 13, + "IoU": 0.13122171945701358, + "TN": 700707, + "TP": 29, + "n_pred": 42, + "n_ref": 208 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9593002958308068, + "FN": 1463, + "FP": 752, + "IoU": 0.9217839612980684, + "TN": 672609, + "TP": 26104, + "n_pred": 26856, + "n_ref": 27567 + }, + "15": { + "Dice": 0.00457373823326065, + "FN": 37434, + "FP": 0, + "IoU": 0.0022921108742004264, + "TN": 663408, + "TP": 86, + "n_pred": 86, + "n_ref": 37520 + }, + "2": { + "Dice": 0.8956497351872027, + "FN": 1861, + "FP": 17487, + "IoU": 0.8110196227815708, + "TN": 598547, + "TP": 83033, + "n_pred": 100520, + "n_ref": 84894 + }, + "3": { + "Dice": 0.9325985587113184, + "FN": 213, + "FP": 105, + "IoU": 0.8737092930897538, + "TN": 698410, + "TP": 2200, + "n_pred": 2305, + "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": 0.9605642031465176, + "FN": 881, + "FP": 2899, + "IoU": 0.92412076441304, + "TN": 651112, + "TP": 46036, + "n_pred": 48935, + "n_ref": 46917 + }, + "7": { + "Dice": 0.9055917838722137, + "FN": 10410, + "FP": 6210, + "IoU": 0.8274716605074118, + "TN": 604596, + "TP": 79712, + "n_pred": 85922, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "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": 23, + "IoU": 0.0, + "TN": 700905, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "5": { + "Dice": 0.8745019028430714, + "FN": 2467, + "FP": 336, + "IoU": 0.7769910096268597, + "TN": 688359, + "TP": 9766, + "n_pred": 10102, + "n_ref": 12233 + }, + "6": { + "Dice": 0.93801201529219, + "FN": 78, + "FP": 376, + "IoU": 0.8832604782720493, + "TN": 697039, + "TP": 3435, + "n_pred": 3811, + "n_ref": 3513 + }, + "7": { + "Dice": 0.76497539453589, + "FN": 432, + "FP": 953, + "IoU": 0.6194009343226161, + "TN": 697289, + "TP": 2254, + "n_pred": 3207, + "n_ref": 2686 + }, + "8": { + "Dice": 0.9564837087251258, + "FN": 865, + "FP": 1324, + "IoU": 0.9165968147527243, + "TN": 674682, + "TP": 24057, + "n_pred": 25381, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9779785201156767, + "FN": 526, + "FP": 1629, + "IoU": 0.9569060331553583, + "TN": 1702313, + "TP": 47852, + "n_pred": 49481, + "n_ref": 48378 + }, + "10": { + "Dice": 0.46977124183006536, + "FN": 2362, + "FP": 234, + "IoU": 0.30699412706887347, + "TN": 1748574, + "TP": 1150, + "n_pred": 1384, + "n_ref": 3512 + }, + "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": 0.9236519762596287, + "FN": 994, + "FP": 2029, + "IoU": 0.8581350603031583, + "TN": 1731011, + "TP": 18286, + "n_pred": 20315, + "n_ref": 19280 + }, + "15": { + "Dice": 0.7530550460742934, + "FN": 9987, + "FP": 1188, + "IoU": 0.6039200396966046, + "TN": 1724106, + "TP": 17039, + "n_pred": 18227, + "n_ref": 27026 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9483816802732905, + "FN": 613, + "FP": 2953, + "IoU": 0.9018306951135582, + "TN": 1715995, + "TP": 32759, + "n_pred": 35712, + "n_ref": 33372 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 1752299, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "5": { + "Dice": 0.8208744710860366, + "FN": 149, + "FP": 105, + "IoU": 0.6961722488038278, + "TN": 1751484, + "TP": 582, + "n_pred": 687, + "n_ref": 731 + }, + "6": { + "Dice": 0.9684327359383671, + "FN": 2513, + "FP": 2322, + "IoU": 0.9387974683544303, + "TN": 1673320, + "TP": 74165, + "n_pred": 76487, + "n_ref": 76678 + }, + "7": { + "Dice": 0.941909060514878, + "FN": 1526, + "FP": 4034, + "IoU": 0.8901966980014219, + "TN": 1701684, + "TP": 45076, + "n_pred": 49110, + "n_ref": 46602 + }, + "8": { + "Dice": 0.9470970634386908, + "FN": 280, + "FP": 192, + "IoU": 0.8995103257398339, + "TN": 1747623, + "TP": 4225, + "n_pred": 4417, + "n_ref": 4505 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0390.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.6187606666515066, + "FN": 1847.457777777778, + "FP": 1752.695555555555, + "IoU": 0.5424279245294024, + "TN": 1174786.5622222226, + "TP": 13190.884444444446, + "n_pred": 14943.579999999996, + "n_ref": 15038.34222222222 + }, + "mean": { + "1": { + "Dice": 0.9460912239219846, + "FN": 971.4666666666667, + "FP": 734.7666666666667, + "IoU": 0.8992224099385164, + "TN": 1168095.8, + "TP": 21775.566666666666, + "n_pred": 22510.333333333332, + "n_ref": 22747.033333333333 + }, + "10": { + "Dice": 0.5760770365267439, + "FN": 1269.4333333333334, + "FP": 1930.8, + "IoU": 0.48429812269180345, + "TN": 1182493.1333333333, + "TP": 5884.233333333334, + "n_pred": 7815.033333333334, + "n_ref": 7153.666666666667 + }, + "11": { + "Dice": 0.3946220359115572, + "FN": 87.3, + "FP": 37.266666666666666, + "IoU": 0.3144800423459278, + "TN": 1191302.8, + "TP": 150.23333333333332, + "n_pred": 187.5, + "n_ref": 237.53333333333333 + }, + "12": { + "Dice": 0.4843418146923639, + "FN": 121.0, + "FP": 174.3, + "IoU": 0.37965027065603013, + "TN": 1190883.1, + "TP": 399.2, + "n_pred": 573.5, + "n_ref": 520.2 + }, + "13": { + "Dice": 0.41090466807505066, + "FN": 2815.2, + "FP": 539.6, + "IoU": 0.3180083756197333, + "TN": 1184926.5, + "TP": 3296.3, + "n_pred": 3835.9, + "n_ref": 6111.5 + }, + "14": { + "Dice": 0.282779789843981, + "FN": 1873.9333333333334, + "FP": 1050.8, + "IoU": 0.22013053521068254, + "TN": 1187257.9, + "TP": 1394.9666666666667, + "n_pred": 2445.766666666667, + "n_ref": 3268.9 + }, + "15": { + "Dice": 0.5489648506235415, + "FN": 336.5, + "FP": 2265.3333333333335, + "IoU": 0.44058697715045514, + "TN": 1185701.0, + "TP": 3274.766666666667, + "n_pred": 5540.1, + "n_ref": 3611.266666666667 + }, + "2": { + "Dice": 0.7646602256231504, + "FN": 1344.2666666666667, + "FP": 1075.0666666666666, + "IoU": 0.7114565926382956, + "TN": 1174450.9333333333, + "TP": 14707.333333333334, + "n_pred": 15782.4, + "n_ref": 16051.6 + }, + "3": { + "Dice": 0.73052264160229, + "FN": 11241.5, + "FP": 1368.9333333333334, + "IoU": 0.6691129282912623, + "TN": 1165559.3333333333, + "TP": 13407.833333333334, + "n_pred": 14776.766666666666, + "n_ref": 24649.333333333332 + }, + "4": { + "Dice": 0.39306400574527584, + "FN": 148.86666666666667, + "FP": 1035.3, + "IoU": 0.3272940108088057, + "TN": 1189522.1333333333, + "TP": 871.3, + "n_pred": 1906.6, + "n_ref": 1020.1666666666666 + }, + "5": { + "Dice": 0.36830238112870994, + "FN": 328.3, + "FP": 160.7, + "IoU": 0.2805009366503921, + "TN": 1190765.0666666667, + "TP": 323.53333333333336, + "n_pred": 484.23333333333335, + "n_ref": 651.8333333333334 + }, + "6": { + "Dice": 0.8823839302685821, + "FN": 2870.9666666666667, + "FP": 11290.733333333334, + "IoU": 0.8286280814407723, + "TN": 1087569.9333333333, + "TP": 89845.96666666666, + "n_pred": 101136.7, + "n_ref": 92716.93333333333 + }, + "7": { + "Dice": 0.828265752330377, + "FN": 2847.5, + "FP": 3729.4333333333334, + "IoU": 0.7588232119723652, + "TN": 1156283.5333333334, + "TP": 28717.133333333335, + "n_pred": 32446.566666666666, + "n_ref": 31564.633333333335 + }, + "8": { + "Dice": 0.8742453372817202, + "FN": 799.4, + "FP": 616.0666666666667, + "IoU": 0.8151139764181003, + "TN": 1179420.4333333333, + "TP": 10741.7, + "n_pred": 11357.766666666666, + "n_ref": 11541.1 + }, + "9": { + "Dice": 0.7961843061972712, + "FN": 656.2333333333333, + "FP": 281.3333333333333, + "IoU": 0.689112396107893, + "TN": 1187566.8333333333, + "TP": 3073.2, + "n_pred": 3354.5333333333333, + "n_ref": 3729.4333333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.877763845989174, + "FN": 752, + "FP": 3245, + "IoU": 0.7821560933071724, + "TN": 1208276, + "TP": 14351, + "n_pred": 17596, + "n_ref": 15103 + }, + "10": { + "Dice": 0.0978606227494175, + "FN": 4964, + "FP": 12072, + "IoU": 0.05144766146993319, + "TN": 1208664, + "TP": 924, + "n_pred": 12996, + "n_ref": 5888 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 1226612, + "TP": 0, + "n_pred": 12, + "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": 36, + "IoU": 0.0, + "TN": 1226588, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 1226604, + "TP": 0, + "n_pred": 20, + "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": 11619, + "IoU": 0.0, + "TN": 1215005, + "TP": 0, + "n_pred": 11619, + "n_ref": 0 + }, + "3": { + "Dice": 0.11797422676146098, + "FN": 319422, + "FP": 285, + "IoU": 0.06268470306783, + "TN": 885536, + "TP": 21381, + "n_pred": 21666, + "n_ref": 340803 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3843, + "IoU": 0.0, + "TN": 1222781, + "TP": 0, + "n_pred": 3843, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2611417406130602, + "FN": 1189, + "FP": 236283, + "IoU": 0.15018000415118918, + "TN": 947186, + "TP": 41966, + "n_pred": 278249, + "n_ref": 43155 + }, + "7": { + "Dice": 0.18857142857142858, + "FN": 5300, + "FP": 25372, + "IoU": 0.10410094637223975, + "TN": 1192388, + "TP": 3564, + "n_pred": 28936, + "n_ref": 8864 + }, + "8": { + "Dice": 0.8389724310776943, + "FN": 584, + "FP": 444, + "IoU": 0.7226119805720453, + "TN": 1222918, + "TP": 2678, + "n_pred": 3122, + "n_ref": 3262 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9719354174744269, + "FN": 4651, + "FP": 1212, + "IoU": 0.9454030748600855, + "TN": 1469701, + "TP": 101524, + "n_pred": 102736, + "n_ref": 106175 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2503, + "IoU": 0.0, + "TN": 1574585, + "TP": 0, + "n_pred": 2503, + "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": 2499, + "FP": 0, + "IoU": 0.0, + "TN": 1574589, + "TP": 0, + "n_pred": 0, + "n_ref": 2499 + }, + "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": 0.958150820509546, + "FN": 1423, + "FP": 1854, + "IoU": 0.919663651295629, + "TN": 1536297, + "TP": 37514, + "n_pred": 39368, + "n_ref": 38937 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 1576984, + "TP": 0, + "n_pred": 104, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9480353200883003, + "FN": 4578, + "FP": 4838, + "IoU": 0.9012045158853401, + "TN": 1481780, + "TP": 85892, + "n_pred": 90730, + "n_ref": 90470 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7634517766497462, + "FN": 0, + "FP": 233, + "IoU": 0.6174055829228243, + "TN": 1576479, + "TP": 376, + "n_pred": 609, + "n_ref": 376 + }, + "9": { + "Dice": 0.4159693999521874, + "FN": 4434, + "FP": 452, + "IoU": 0.2626018714156354, + "TN": 1570462, + "TP": 1740, + "n_pred": 2192, + "n_ref": 6174 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.8169642857142857, + "FN": 43, + "FP": 39, + "IoU": 0.690566037735849, + "TN": 700663, + "TP": 183, + "n_pred": 222, + "n_ref": 226 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9906027556523982, + "FN": 1558, + "FP": 883, + "IoU": 0.9813804834514375, + "TN": 569829, + "TP": 128658, + "n_pred": 129541, + "n_ref": 130216 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7263479145473042, + "FN": 23, + "FP": 246, + "IoU": 0.5702875399361023, + "TN": 1050766, + "TP": 357, + "n_pred": 603, + "n_ref": 380 + }, + "11": { + "Dice": 0.769861609431061, + "FN": 610, + "FP": 288, + "IoU": 0.6258333333333334, + "TN": 1048992, + "TP": 1502, + "n_pred": 1790, + "n_ref": 2112 + }, + "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": 0.6466847911564473, + "FN": 11221, + "FP": 4504, + "IoU": 0.4778523044228981, + "TN": 1021276, + "TP": 14391, + "n_pred": 18895, + "n_ref": 25612 + }, + "15": { + "Dice": 0.4856643865521758, + "FN": 334, + "FP": 13802, + "IoU": 0.3207111965401249, + "TN": 1030582, + "TP": 6674, + "n_pred": 20476, + "n_ref": 7008 + }, + "2": { + "Dice": 0.9568170281293213, + "FN": 1055, + "FP": 1412, + "IoU": 0.917209208671723, + "TN": 1021594, + "TP": 27331, + "n_pred": 28743, + "n_ref": 28386 + }, + "3": { + "Dice": 0.4873096446700508, + "FN": 101, + "FP": 0, + "IoU": 0.3221476510067114, + "TN": 1051243, + "TP": 48, + "n_pred": 48, + "n_ref": 149 + }, + "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": 0.9611864814963474, + "FN": 1064, + "FP": 870, + "IoU": 0.925273366562343, + "TN": 1025511, + "TP": 23947, + "n_pred": 24817, + "n_ref": 25011 + }, + "7": { + "Dice": 0.9778323272299176, + "FN": 2172, + "FP": 483, + "IoU": 0.9566261517349539, + "TN": 990180, + "TP": 58557, + "n_pred": 59040, + "n_ref": 60729 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.59846547314578, + "FN": 2, + "FP": 155, + "IoU": 0.42700729927007297, + "TN": 1051118, + "TP": 117, + "n_pred": 272, + "n_ref": 119 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9597144732523794, + "FN": 1193, + "FP": 771, + "IoU": 0.9225490969319347, + "TN": 1026034, + "TP": 23394, + "n_pred": 24165, + "n_ref": 24587 + }, + "10": { + "Dice": 0.0, + "FN": 62, + "FP": 0, + "IoU": 0.0, + "TN": 1051330, + "TP": 0, + "n_pred": 0, + "n_ref": 62 + }, + "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": 0.968775110486139, + "FN": 2769, + "FP": 2205, + "IoU": 0.93944116393742, + "TN": 969257, + "TP": 77161, + "n_pred": 79366, + "n_ref": 79930 + }, + "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": 0.7530562347188264, + "FN": 894, + "FP": 15, + "IoU": 0.6039215686274509, + "TN": 1049097, + "TP": 1386, + "n_pred": 1401, + "n_ref": 2280 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9614010929902319, + "FN": 126, + "FP": 771, + "IoU": 0.9256711965528671, + "TN": 513628, + "TP": 11171, + "n_pred": 11942, + "n_ref": 11297 + }, + "10": { + "Dice": 0.04923076923076923, + "FN": 1800, + "FP": 54, + "IoU": 0.025236593059936908, + "TN": 523794, + "TP": 48, + "n_pred": 102, + "n_ref": 1848 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6963370421302663, + "FN": 905, + "FP": 1524, + "IoU": 0.534138856923667, + "TN": 520482, + "TP": 2785, + "n_pred": 4309, + "n_ref": 3690 + }, + "13": { + "Dice": 0.3125, + "FN": 157, + "FP": 19, + "IoU": 0.18518518518518517, + "TN": 525480, + "TP": 40, + "n_pred": 59, + "n_ref": 197 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9354157595077105, + "FN": 4043, + "FP": 3818, + "IoU": 0.8786676750682987, + "TN": 460907, + "TP": 56928, + "n_pred": 60746, + "n_ref": 60971 + }, + "3": { + "Dice": 0.9180278926941613, + "FN": 960, + "FP": 2884, + "IoU": 0.8484764870511254, + "TN": 500327, + "TP": 21525, + "n_pred": 24409, + "n_ref": 22485 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8939467312348668, + "FN": 390, + "FP": 48, + "IoU": 0.808231173380035, + "TN": 523412, + "TP": 1846, + "n_pred": 1894, + "n_ref": 2236 + }, + "7": { + "Dice": 0.8985123966942149, + "FN": 271, + "FP": 343, + "IoU": 0.8157262905162065, + "TN": 522364, + "TP": 2718, + "n_pred": 3061, + "n_ref": 2989 + }, + "8": { + "Dice": 0.9396941089809449, + "FN": 1560, + "FP": 1551, + "IoU": 0.8862481260740795, + "TN": 498347, + "TP": 24238, + "n_pred": 25789, + "n_ref": 25798 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9740402165743822, + "FN": 4127, + "FP": 2643, + "IoU": 0.9493941500534464, + "TN": 1793773, + "TP": 127009, + "n_pred": 129652, + "n_ref": 131136 + }, + "10": { + "Dice": 0.6474690825424216, + "FN": 1719, + "FP": 8087, + "IoU": 0.4787092658550848, + "TN": 1908741, + "TP": 9005, + "n_pred": 17092, + "n_ref": 10724 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.587991718426501, + "FN": 459, + "FP": 337, + "IoU": 0.41642228739002934, + "TN": 1926188, + "TP": 568, + "n_pred": 905, + "n_ref": 1027 + }, + "13": { + "Dice": 0.7542572701074142, + "FN": 12183, + "FP": 949, + "IoU": 0.6054679284963197, + "TN": 1894267, + "TP": 20153, + "n_pred": 21102, + "n_ref": 32336 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 297, + "IoU": 0.0, + "TN": 1927255, + "TP": 0, + "n_pred": 297, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8930890933387593, + "FN": 16216, + "FP": 3225, + "IoU": 0.8068301504342124, + "TN": 1826910, + "TP": 81201, + "n_pred": 84426, + "n_ref": 97417 + }, + "3": { + "Dice": 0.6327361795448719, + "FN": 689, + "FP": 12206, + "IoU": 0.46277548639753363, + "TN": 1903549, + "TP": 11108, + "n_pred": 23314, + "n_ref": 11797 + }, + "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": 0.9733462446286993, + "FN": 543, + "FP": 8265, + "IoU": 0.9480764469387033, + "TN": 1757918, + "TP": 160826, + "n_pred": 169091, + "n_ref": 161369 + }, + "7": { + "Dice": 0.9628850862510202, + "FN": 5052, + "FP": 314, + "IoU": 0.9284266126020381, + "TN": 1852580, + "TP": 69606, + "n_pred": 69920, + "n_ref": 74658 + }, + "8": { + "Dice": 0.9208155323378876, + "FN": 1536, + "FP": 2208, + "IoU": 0.8532512836593109, + "TN": 1902039, + "TP": 21769, + "n_pred": 23977, + "n_ref": 23305 + }, + "9": { + "Dice": 0.8984377558706973, + "FN": 1100, + "FP": 2001, + "IoU": 0.8156032586073616, + "TN": 1910735, + "TP": 13716, + "n_pred": 15717, + "n_ref": 14816 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9183354829950444, + "FN": 1069, + "FP": 1337, + "IoU": 0.849002133801933, + "TN": 1385922, + "TP": 13528, + "n_pred": 14865, + "n_ref": 14597 + }, + "10": { + "Dice": 0.5772211209226887, + "FN": 797, + "FP": 3895, + "IoU": 0.4056998100063331, + "TN": 1393961, + "TP": 3203, + "n_pred": 7098, + "n_ref": 4000 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1401853, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "12": { + "Dice": 0.616359918200409, + "FN": 281, + "FP": 1595, + "IoU": 0.4454626071534141, + "TN": 1398473, + "TP": 1507, + "n_pred": 3102, + "n_ref": 1788 + }, + "13": { + "Dice": 0.0, + "FN": 106, + "FP": 1108, + "IoU": 0.0, + "TN": 1400642, + "TP": 0, + "n_pred": 1108, + "n_ref": 106 + }, + "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": 0.9372143829616574, + "FN": 4389, + "FP": 1560, + "IoU": 0.8818470705064548, + "TN": 1351506, + "TP": 44401, + "n_pred": 45961, + "n_ref": 48790 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 169, + "IoU": 0.0, + "TN": 1401687, + "TP": 0, + "n_pred": 169, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 646, + "IoU": 0.0, + "TN": 1401210, + "TP": 0, + "n_pred": 646, + "n_ref": 0 + }, + "5": { + "Dice": 0.36101083032490977, + "FN": 529, + "FP": 2, + "IoU": 0.22026431718061673, + "TN": 1401175, + "TP": 150, + "n_pred": 152, + "n_ref": 679 + }, + "6": { + "Dice": 0.9580832610581093, + "FN": 2992, + "FP": 6674, + "IoU": 0.919539177411702, + "TN": 1281723, + "TP": 110467, + "n_pred": 117141, + "n_ref": 113459 + }, + "7": { + "Dice": 0.9336387386908078, + "FN": 18176, + "FP": 5523, + "IoU": 0.8755369991071897, + "TN": 1211446, + "TP": 166711, + "n_pred": 172234, + "n_ref": 184887 + }, + "8": { + "Dice": 0.9170372642232787, + "FN": 387, + "FP": 695, + "IoU": 0.8467856131407533, + "TN": 1394794, + "TP": 5980, + "n_pred": 6675, + "n_ref": 6367 + }, + "9": { + "Dice": 0.5881313131313132, + "FN": 6524, + "FP": 0, + "IoU": 0.41656233231979967, + "TN": 1390674, + "TP": 4658, + "n_pred": 4658, + "n_ref": 11182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.9554892037397831, + "FN": 2234, + "FP": 1627, + "IoU": 0.9147719747472518, + "TN": 1006090, + "TP": 41441, + "n_pred": 43068, + "n_ref": 43675 + }, + "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": 0.9692744843952475, + "FN": 2198, + "FP": 1738, + "IoU": 0.9403807994668202, + "TN": 985373, + "TP": 62083, + "n_pred": 63821, + "n_ref": 64281 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9439649873374149, + "FN": 424, + "FP": 1855, + "IoU": 0.8938766006984866, + "TN": 1555613, + "TP": 19196, + "n_pred": 21051, + "n_ref": 19620 + }, + "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": 0.11131167268351384, + "FN": 78, + "FP": 2876, + "IoU": 0.05893596686842944, + "TN": 1573949, + "TP": 185, + "n_pred": 3061, + "n_ref": 263 + }, + "6": { + "Dice": 0.7633490946834275, + "FN": 542, + "FP": 3562, + "IoU": 0.6172712860207031, + "TN": 1566365, + "TP": 6619, + "n_pred": 10181, + "n_ref": 7161 + }, + "7": { + "Dice": 0.778054050532579, + "FN": 19310, + "FP": 1131, + "IoU": 0.6367336058290386, + "TN": 1520818, + "TP": 35829, + "n_pred": 36960, + "n_ref": 55139 + }, + "8": { + "Dice": 0.9581113714182735, + "FN": 4460, + "FP": 1351, + "IoU": 0.9195909669563292, + "TN": 1504820, + "TP": 66457, + "n_pred": 67808, + "n_ref": 70917 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.6944444444444444, + "FN": 264, + "FP": 22, + "IoU": 0.5319148936170213, + "TN": 525085, + "TP": 325, + "n_pred": 347, + "n_ref": 589 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6932469935245144, + "FN": 183, + "FP": 3133, + "IoU": 0.5305111142573977, + "TN": 518633, + "TP": 3747, + "n_pred": 6880, + "n_ref": 3930 + }, + "3": { + "Dice": 0.8890454990803925, + "FN": 5201, + "FP": 1254, + "IoU": 0.8002537442752816, + "TN": 493380, + "TP": 25861, + "n_pred": 27115, + "n_ref": 31062 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9729224815683832, + "FN": 2213, + "FP": 2657, + "IoU": 0.9472726879019511, + "TN": 433334, + "TP": 87492, + "n_pred": 90149, + "n_ref": 89705 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.932963476652797, + "FN": 9, + "FP": 281, + "IoU": 0.8743500866551126, + "TN": 1049084, + "TP": 2018, + "n_pred": 2299, + "n_ref": 2027 + }, + "10": { + "Dice": 0.8015426029515645, + "FN": 8660, + "FP": 1735, + "IoU": 0.6688119285054321, + "TN": 1020005, + "TP": 20992, + "n_pred": 22727, + "n_ref": 29652 + }, + "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": 0.7063531765882941, + "FN": 1618, + "FP": 1317, + "IoU": 0.5460170146945089, + "TN": 1044927, + "TP": 3530, + "n_pred": 4847, + "n_ref": 5148 + }, + "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": 0.9010393131495708, + "FN": 235, + "FP": 203, + "IoU": 0.8199013157894737, + "TN": 1048960, + "TP": 1994, + "n_pred": 2197, + "n_ref": 2229 + }, + "3": { + "Dice": 0.9715702372903184, + "FN": 327, + "FP": 1439, + "IoU": 0.9447122910274873, + "TN": 1019450, + "TP": 30176, + "n_pred": 31615, + "n_ref": 30503 + }, + "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": 0.9803578489213784, + "FN": 3440, + "FP": 2869, + "IoU": 0.9614724615732231, + "TN": 887639, + "TP": 157444, + "n_pred": 160313, + "n_ref": 160884 + }, + "7": { + "Dice": 0.700933395278118, + "FN": 5395, + "FP": 30010, + "IoU": 0.5395669419338058, + "TN": 974497, + "TP": 41490, + "n_pred": 71500, + "n_ref": 46885 + }, + "8": { + "Dice": 0.9063230085160902, + "FN": 902, + "FP": 341, + "IoU": 0.8286934950385888, + "TN": 1044136, + "TP": 6013, + "n_pred": 6354, + "n_ref": 6915 + }, + "9": { + "Dice": 0.7691980429695809, + "FN": 605, + "FP": 480, + "IoU": 0.6249567922571725, + "TN": 1048499, + "TP": 1808, + "n_pred": 2288, + "n_ref": 2413 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9268943815008028, + "FN": 8724, + "FP": 2613, + "IoU": 0.8637494441573426, + "TN": 1493881, + "TP": 71870, + "n_pred": 74483, + "n_ref": 80594 + }, + "10": { + "Dice": 0.8826879816206384, + "FN": 1848, + "FP": 3054, + "IoU": 0.7900102810143934, + "TN": 1553744, + "TP": 18442, + "n_pred": 21496, + "n_ref": 20290 + }, + "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": 7, + "IoU": 0.0, + "TN": 1577081, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "13": { + "Dice": 0.5267600679992965, + "FN": 8054, + "FP": 19, + "IoU": 0.3575521247811555, + "TN": 1564522, + "TP": 4493, + "n_pred": 4512, + "n_ref": 12547 + }, + "14": { + "Dice": 0.5298847663669748, + "FN": 41822, + "FP": 2728, + "IoU": 0.36043757267754856, + "TN": 1507431, + "TP": 25107, + "n_pred": 27835, + "n_ref": 66929 + }, + "15": { + "Dice": 0.609788895549471, + "FN": 4643, + "FP": 19442, + "IoU": 0.43863043072906954, + "TN": 1534184, + "TP": 18819, + "n_pred": 38261, + "n_ref": 23462 + }, + "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": 0.6909090909090909, + "FN": 28, + "FP": 23, + "IoU": 0.5277777777777778, + "TN": 1576980, + "TP": 57, + "n_pred": 80, + "n_ref": 85 + }, + "5": { + "Dice": 0.7925264217413186, + "FN": 1990, + "FP": 1308, + "IoU": 0.6563509430030218, + "TN": 1567491, + "TP": 6299, + "n_pred": 7607, + "n_ref": 8289 + }, + "6": { + "Dice": 0.9535117715765329, + "FN": 20449, + "FP": 5979, + "IoU": 0.9111538435678315, + "TN": 1279630, + "TP": 271030, + "n_pred": 277009, + "n_ref": 291479 + }, + "7": { + "Dice": 0.9058009579563597, + "FN": 1744, + "FP": 6398, + "IoU": 0.8278210116731517, + "TN": 1529800, + "TP": 39146, + "n_pred": 45544, + "n_ref": 40890 + }, + "8": { + "Dice": 0.965613527069652, + "FN": 1175, + "FP": 820, + "IoU": 0.9335132973405319, + "TN": 1547082, + "TP": 28011, + "n_pred": 28831, + "n_ref": 29186 + }, + "9": { + "Dice": 0.8377856780091417, + "FN": 856, + "FP": 741, + "IoU": 0.72085299772767, + "TN": 1571367, + "TP": 4124, + "n_pred": 4865, + "n_ref": 4980 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9255008488964346, + "FN": 546, + "FP": 551, + "IoU": 0.8613323220831753, + "TN": 868249, + "TP": 6814, + "n_pred": 7365, + "n_ref": 7360 + }, + "10": { + "Dice": 0.9290296712109062, + "FN": 381, + "FP": 681, + "IoU": 0.8674653687757394, + "TN": 868147, + "TP": 6951, + "n_pred": 7632, + "n_ref": 7332 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7906264359013632, + "FN": 1003, + "FP": 364, + "IoU": 0.6537487335359676, + "TN": 872212, + "TP": 2581, + "n_pred": 2945, + "n_ref": 3584 + }, + "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": 0.9729587588201779, + "FN": 265, + "FP": 352, + "IoU": 0.9473414696594692, + "TN": 864443, + "TP": 11100, + "n_pred": 11452, + "n_ref": 11365 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8438605356240525, + "FN": 25, + "FP": 284, + "IoU": 0.7298951048951049, + "TN": 875016, + "TP": 835, + "n_pred": 1119, + "n_ref": 860 + }, + "6": { + "Dice": 0.6164645820038289, + "FN": 601, + "FP": 0, + "IoU": 0.4455719557195572, + "TN": 875076, + "TP": 483, + "n_pred": 483, + "n_ref": 1084 + }, + "7": { + "Dice": 0.9524056020475656, + "FN": 1790, + "FP": 1520, + "IoU": 0.9091358295816405, + "TN": 839732, + "TP": 33118, + "n_pred": 34638, + "n_ref": 34908 + }, + "8": { + "Dice": 0.9519935502785107, + "FN": 76, + "FP": 1234, + "IoU": 0.908385201762361, + "TN": 861861, + "TP": 12989, + "n_pred": 14223, + "n_ref": 13065 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9922894820817656, + "FN": 623, + "FP": 416, + "IoU": 0.9846969585389204, + "TN": 1859657, + "TP": 66856, + "n_pred": 67272, + "n_ref": 67479 + }, + "10": { + "Dice": 0.8949333798294175, + "FN": 895, + "FP": 6336, + "IoU": 0.8098456359954769, + "TN": 1889525, + "TP": 30796, + "n_pred": 37132, + "n_ref": 31691 + }, + "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": 0.7120225819459647, + "FN": 7699, + "FP": 2299, + "IoU": 0.5528222560157438, + "TN": 1905194, + "TP": 12360, + "n_pred": 14659, + "n_ref": 20059 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5020818523408145, + "FN": 346, + "FP": 4557, + "IoU": 0.3351864406779661, + "TN": 1920177, + "TP": 2472, + "n_pred": 7029, + "n_ref": 2818 + }, + "5": { + "Dice": 0.44350792695163554, + "FN": 5196, + "FP": 350, + "IoU": 0.2849406910778752, + "TN": 1919796, + "TP": 2210, + "n_pred": 2560, + "n_ref": 7406 + }, + "6": { + "Dice": 0.970684313430591, + "FN": 8094, + "FP": 1652, + "IoU": 0.9430384925598195, + "TN": 1756454, + "TP": 161352, + "n_pred": 163004, + "n_ref": 169446 + }, + "7": { + "Dice": 0.9594003747657714, + "FN": 2927, + "FP": 1493, + "IoU": 0.921968787515006, + "TN": 1870908, + "TP": 52224, + "n_pred": 53717, + "n_ref": 55151 + }, + "8": { + "Dice": 0.966354089202474, + "FN": 1415, + "FP": 440, + "IoU": 0.9348985751386256, + "TN": 1899058, + "TP": 26639, + "n_pred": 27079, + "n_ref": 28054 + }, + "9": { + "Dice": 0.9563978198909946, + "FN": 1395, + "FP": 349, + "IoU": 0.9164390781467108, + "TN": 1906681, + "TP": 19127, + "n_pred": 19476, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0124.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": 0.39877064925086436, + "FN": 1486, + "FP": 79, + "IoU": 0.24904030710172745, + "TN": 1224540, + "TP": 519, + "n_pred": 598, + "n_ref": 2005 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.12185145317545748, + "FN": 8158, + "FP": 0, + "IoU": 0.06487849610270519, + "TN": 1217900, + "TP": 566, + "n_pred": 566, + "n_ref": 8724 + }, + "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": 0.971579241835356, + "FN": 3755, + "FP": 1020, + "IoU": 0.9447293183475514, + "TN": 1140231, + "TP": 81618, + "n_pred": 82638, + "n_ref": 85373 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9430085293357456, + "FN": 200, + "FP": 682, + "IoU": 0.8921628560948771, + "TN": 1218445, + "TP": 7297, + "n_pred": 7979, + "n_ref": 7497 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9788193630384621, + "FN": 2238, + "FP": 4628, + "IoU": 0.9585173549225146, + "TN": 1061109, + "TP": 158649, + "n_pred": 163277, + "n_ref": 160887 + }, + "7": { + "Dice": 0.008685581933989578, + "FN": 17, + "FP": 3407, + "IoU": 0.004361733061936609, + "TN": 1223185, + "TP": 15, + "n_pred": 3422, + "n_ref": 32 + }, + "8": { + "Dice": 0.8963149782821914, + "FN": 1901, + "FP": 1059, + "IoU": 0.8121112098514663, + "TN": 1210870, + "TP": 12794, + "n_pred": 13853, + "n_ref": 14695 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8249477180465001, + "FN": 1843, + "FP": 1003, + "IoU": 0.7020519262981575, + "TN": 1217072, + "TP": 6706, + "n_pred": 7709, + "n_ref": 8549 + }, + "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": 0.5026362038664324, + "FN": 271, + "FP": 12, + "IoU": 0.33568075117370894, + "TN": 1226198, + "TP": 143, + "n_pred": 155, + "n_ref": 414 + }, + "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": 0.9673460288406256, + "FN": 1705, + "FP": 1078, + "IoU": 0.9367571866833314, + "TN": 1182619, + "TP": 41222, + "n_pred": 42300, + "n_ref": 42927 + }, + "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": 0.9625697197768968, + "FN": 3949, + "FP": 2178, + "IoU": 0.9278403938333981, + "TN": 1141715, + "TP": 78782, + "n_pred": 80960, + "n_ref": 82731 + }, + "7": { + "Dice": 0.9685174813985119, + "FN": 2118, + "FP": 4178, + "IoU": 0.9389567578049254, + "TN": 1123484, + "TP": 96844, + "n_pred": 101022, + "n_ref": 98962 + }, + "8": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 1226621, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.16766955634880162, + "FN": 7380, + "FP": 781, + "IoU": 0.0915061783368585, + "TN": 2619497, + "TP": 822, + "n_pred": 1603, + "n_ref": 8202 + }, + "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": 0.0, + "FN": 3354, + "FP": 1226, + "IoU": 0.0, + "TN": 2623900, + "TP": 0, + "n_pred": 1226, + "n_ref": 3354 + }, + "14": { + "Dice": 0.18353576248313092, + "FN": 3134, + "FP": 11386, + "IoU": 0.10104011887072809, + "TN": 2612328, + "TP": 1632, + "n_pred": 13018, + "n_ref": 4766 + }, + "15": { + "Dice": 0.1369431528423579, + "FN": 1431, + "FP": 33093, + "IoU": 0.07350454874808791, + "TN": 2591217, + "TP": 2739, + "n_pred": 35832, + "n_ref": 4170 + }, + "2": { + "Dice": 0.9701098901098901, + "FN": 250, + "FP": 22, + "IoU": 0.9419547588561673, + "TN": 2623794, + "TP": 4414, + "n_pred": 4436, + "n_ref": 4664 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 185, + "FP": 14047, + "IoU": 0.0, + "TN": 2614248, + "TP": 0, + "n_pred": 14047, + "n_ref": 185 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.853522907608345, + "FN": 14781, + "FP": 19278, + "IoU": 0.7444744541976143, + "TN": 2495190, + "TP": 99231, + "n_pred": 118509, + "n_ref": 114012 + }, + "7": { + "Dice": 0.8839320557849117, + "FN": 5355, + "FP": 5947, + "IoU": 0.7920055946115058, + "TN": 2574142, + "TP": 43036, + "n_pred": 48983, + "n_ref": 48391 + }, + "8": { + "Dice": 0.9356854097758177, + "FN": 2, + "FP": 173, + "IoU": 0.8791436464088398, + "TN": 2627032, + "TP": 1273, + "n_pred": 1446, + "n_ref": 1275 + }, + "9": { + "Dice": 0.7283147801168302, + "FN": 2187, + "FP": 278, + "IoU": 0.5727162419830126, + "TN": 2622711, + "TP": 3304, + "n_pred": 3582, + "n_ref": 5491 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9648837438819784, + "FN": 5046, + "FP": 4561, + "IoU": 0.9321501214757896, + "TN": 1085032, + "TP": 131985, + "n_pred": 136546, + "n_ref": 137031 + }, + "10": { + "Dice": 0.6613611416026345, + "FN": 88, + "FP": 2380, + "IoU": 0.4940549405494055, + "TN": 1221746, + "TP": 2410, + "n_pred": 4790, + "n_ref": 2498 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 1226603, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "12": { + "Dice": 0.5079928952042628, + "FN": 51, + "FP": 780, + "IoU": 0.3404761904761905, + "TN": 1225364, + "TP": 429, + "n_pred": 1209, + "n_ref": 480 + }, + "13": { + "Dice": 0.0, + "FN": 966, + "FP": 4196, + "IoU": 0.0, + "TN": 1221462, + "TP": 0, + "n_pred": 4196, + "n_ref": 966 + }, + "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": 0.9419300259834431, + "FN": 619, + "FP": 342, + "IoU": 0.8902341519131924, + "TN": 1217869, + "TP": 7794, + "n_pred": 8136, + "n_ref": 8413 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 1226574, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.025899280575539568, + "FN": 2031, + "FP": 0, + "IoU": 0.013119533527696793, + "TN": 1224566, + "TP": 27, + "n_pred": 27, + "n_ref": 2058 + }, + "6": { + "Dice": 0.9826589595375722, + "FN": 3291, + "FP": 1164, + "IoU": 0.9659090909090909, + "TN": 1095944, + "TP": 126225, + "n_pred": 127389, + "n_ref": 129516 + }, + "7": { + "Dice": 0.6910730509101921, + "FN": 1254, + "FP": 17108, + "IoU": 0.5279691516709512, + "TN": 1187724, + "TP": 20538, + "n_pred": 37646, + "n_ref": 21792 + }, + "8": { + "Dice": 0.9251233640849603, + "FN": 289, + "FP": 758, + "IoU": 0.8606786427145708, + "TN": 1219109, + "TP": 6468, + "n_pred": 7226, + "n_ref": 6757 + }, + "9": { + "Dice": 0.8467202141900937, + "FN": 89, + "FP": 1743, + "IoU": 0.7341845618107952, + "TN": 1219732, + "TP": 5060, + "n_pred": 6803, + "n_ref": 5149 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0172.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": 0.7684875510962468, + "FN": 393, + "FP": 230, + "IoU": 0.624019312009656, + "TN": 1400199, + "TP": 1034, + "n_pred": 1264, + "n_ref": 1427 + }, + "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": 0.8764241893076249, + "FN": 29, + "FP": 394, + "IoU": 0.7800312012480499, + "TN": 1399933, + "TP": 1500, + "n_pred": 1894, + "n_ref": 1529 + }, + "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": 0.972454313315608, + "FN": 2527, + "FP": 10558, + "IoU": 0.9463854755241603, + "TN": 1157799, + "TP": 230972, + "n_pred": 241530, + "n_ref": 233499 + }, + "7": { + "Dice": 0.9453555958683499, + "FN": 1716, + "FP": 1236, + "IoU": 0.8963737845332959, + "TN": 1373369, + "TP": 25535, + "n_pred": 26771, + "n_ref": 27251 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0214.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": 0.8091814856854584, + "FN": 2821, + "FP": 205, + "IoU": 0.6795170514721457, + "TN": 1217182, + "TP": 6416, + "n_pred": 6621, + "n_ref": 9237 + }, + "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": 1018, + "FP": 0, + "IoU": 0.0, + "TN": 1225606, + "TP": 0, + "n_pred": 0, + "n_ref": 1018 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9823076616840858, + "FN": 1535, + "FP": 6020, + "IoU": 0.9652304775229189, + "TN": 1009336, + "TP": 209733, + "n_pred": 215753, + "n_ref": 211268 + }, + "7": { + "Dice": 0.9659776481060232, + "FN": 392, + "FP": 296, + "IoU": 0.9341941654710665, + "TN": 1216169, + "TP": 9767, + "n_pred": 10063, + "n_ref": 10159 + }, + "8": { + "Dice": 0.9276857165952631, + "FN": 710, + "FP": 3763, + "IoU": 0.8651248341575202, + "TN": 1193460, + "TP": 28691, + "n_pred": 32454, + "n_ref": 29401 + }, + "9": { + "Dice": 0.9244168881015649, + "FN": 287, + "FP": 737, + "IoU": 0.8594564919022784, + "TN": 1219338, + "TP": 6262, + "n_pred": 6999, + "n_ref": 6549 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9167569697566742, + "FN": 665, + "FP": 180, + "IoU": 0.846307748272099, + "TN": 169734, + "TP": 4653, + "n_pred": 4833, + "n_ref": 5318 + }, + "10": { + "Dice": 0.9125529415951881, + "FN": 1643, + "FP": 814, + "IoU": 0.839169994108791, + "TN": 159955, + "TP": 12820, + "n_pred": 13634, + "n_ref": 14463 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8874853113983548, + "FN": 481, + "FP": 285, + "IoU": 0.7977290731449697, + "TN": 171445, + "TP": 3021, + "n_pred": 3306, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 175169, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 15, + "IoU": 0.0, + "TN": 175217, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "3": { + "Dice": 0.9758859990527378, + "FN": 570, + "FP": 601, + "IoU": 0.952907584653744, + "TN": 150366, + "TP": 23695, + "n_pred": 24296, + "n_ref": 24265 + }, + "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": 0.9620253164556962, + "FN": 161, + "FP": 34, + "IoU": 0.926829268292683, + "TN": 172567, + "TP": 2470, + "n_pred": 2504, + "n_ref": 2631 + }, + "7": { + "Dice": 0.9236921391399616, + "FN": 1323, + "FP": 70, + "IoU": 0.8582043973941368, + "TN": 165408, + "TP": 8431, + "n_pred": 8501, + "n_ref": 9754 + }, + "8": { + "Dice": 0.979820781175183, + "FN": 491, + "FP": 99, + "IoU": 0.9604398551696393, + "TN": 160318, + "TP": 14324, + "n_pred": 14423, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.8411009289677612, + "FN": 2504, + "FP": 7605, + "IoU": 0.7257758246527778, + "TN": 1014528, + "TP": 26755, + "n_pred": 34360, + "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": 83, + "IoU": 0.0, + "TN": 1051309, + "TP": 0, + "n_pred": 83, + "n_ref": 0 + }, + "13": { + "Dice": 0.06351566648964418, + "FN": 17626, + "FP": 8, + "IoU": 0.03279947345326898, + "TN": 1033160, + "TP": 598, + "n_pred": 606, + "n_ref": 18224 + }, + "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": 0.918597105047826, + "FN": 4888, + "FP": 882, + "IoU": 0.8494494598966759, + "TN": 1013066, + "TP": 32556, + "n_pred": 33438, + "n_ref": 37444 + }, + "3": { + "Dice": 0.8011527377521613, + "FN": 623, + "FP": 3655, + "IoU": 0.6682692307692307, + "TN": 1038496, + "TP": 8618, + "n_pred": 12273, + "n_ref": 9241 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3047, + "IoU": 0.0, + "TN": 1048345, + "TP": 0, + "n_pred": 3047, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9695558260453532, + "FN": 1475, + "FP": 2852, + "IoU": 0.9409105806522096, + "TN": 978164, + "TP": 68901, + "n_pred": 71753, + "n_ref": 70376 + }, + "7": { + "Dice": 0.8699362256354981, + "FN": 1121, + "FP": 1775, + "IoU": 0.7698116206978778, + "TN": 1038811, + "TP": 9685, + "n_pred": 11460, + "n_ref": 10806 + }, + "8": { + "Dice": 0.9558035067381538, + "FN": 122, + "FP": 183, + "IoU": 0.9153483208437413, + "TN": 1047789, + "TP": 3298, + "n_pred": 3481, + "n_ref": 3420 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7808525671219971, + "FN": 32, + "FP": 3690, + "IoU": 0.6404906790302328, + "TN": 865807, + "TP": 6631, + "n_pred": 10321, + "n_ref": 6663 + }, + "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": 0.7597179930321235, + "FN": 8274, + "FP": 485, + "IoU": 0.6125364947359109, + "TN": 853554, + "TP": 13847, + "n_pred": 14332, + "n_ref": 22121 + }, + "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": 0.7811074115180664, + "FN": 1732, + "FP": 1818, + "IoU": 0.6408336705787131, + "TN": 866276, + "TP": 6334, + "n_pred": 8152, + "n_ref": 8066 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9840259653349395, + "FN": 1291, + "FP": 3483, + "IoU": 0.9685542462306593, + "TN": 724343, + "TP": 147043, + "n_pred": 150526, + "n_ref": 148334 + }, + "7": { + "Dice": 0.9492754806985444, + "FN": 2298, + "FP": 807, + "IoU": 0.9034484903137535, + "TN": 844001, + "TP": 29054, + "n_pred": 29861, + "n_ref": 31352 + }, + "8": { + "Dice": 0.9105266120407524, + "FN": 8233, + "FP": 2894, + "IoU": 0.8357492914501653, + "TN": 808416, + "TP": 56617, + "n_pred": 59511, + "n_ref": 64850 + }, + "9": { + "Dice": 0.9500867553499133, + "FN": 1561, + "FP": 165, + "IoU": 0.9049192970858811, + "TN": 858007, + "TP": 16427, + "n_pred": 16592, + "n_ref": 17988 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9047720042417815, + "FN": 66, + "FP": 383, + "IoU": 0.8261037955073587, + "TN": 1399274, + "TP": 2133, + "n_pred": 2516, + "n_ref": 2199 + }, + "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": 0.9021329987452948, + "FN": 41, + "FP": 115, + "IoU": 0.8217142857142857, + "TN": 1400981, + "TP": 719, + "n_pred": 834, + "n_ref": 760 + }, + "15": { + "Dice": 0.963462967550161, + "FN": 3687, + "FP": 1623, + "IoU": 0.9295017325845382, + "TN": 1326535, + "TP": 70011, + "n_pred": 71634, + "n_ref": 73698 + }, + "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": 0.2213628762541806, + "FN": 18, + "FP": 7432, + "IoU": 0.12445645786813962, + "TN": 1393347, + "TP": 1059, + "n_pred": 8491, + "n_ref": 1077 + }, + "7": { + "Dice": 0.9557212228985705, + "FN": 2262, + "FP": 975, + "IoU": 0.9151974011684263, + "TN": 1363685, + "TP": 34934, + "n_pred": 35909, + "n_ref": 37196 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9636319257993654, + "FN": 8, + "FP": 141, + "IoU": 0.9298162976919454, + "TN": 1399733, + "TP": 1974, + "n_pred": 2115, + "n_ref": 1982 + }, + "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": 0.7566248256624826, + "FN": 444, + "FP": 254, + "IoU": 0.6085249579360628, + "TN": 1400073, + "TP": 1085, + "n_pred": 1339, + "n_ref": 1529 + }, + "13": { + "Dice": 0.33372641509433965, + "FN": 23, + "FP": 1107, + "IoU": 0.2002830856334041, + "TN": 1400443, + "TP": 283, + "n_pred": 1390, + "n_ref": 306 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 12374, + "IoU": 0.0, + "TN": 1389482, + "TP": 0, + "n_pred": 12374, + "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": 0.9698367448789008, + "FN": 1857, + "FP": 2132, + "IoU": 0.9414398543703574, + "TN": 1333738, + "TP": 64129, + "n_pred": 66261, + "n_ref": 65986 + }, + "4": { + "Dice": 0.9430187493453441, + "FN": 723, + "FP": 365, + "IoU": 0.8921811515211575, + "TN": 1391765, + "TP": 9003, + "n_pred": 9368, + "n_ref": 9726 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9889895832822229, + "FN": 1756, + "FP": 2732, + "IoU": 0.9782189846203124, + "TN": 1195805, + "TP": 201563, + "n_pred": 204295, + "n_ref": 203319 + }, + "7": { + "Dice": 0.9559794113984476, + "FN": 2528, + "FP": 1714, + "IoU": 0.9156710335367672, + "TN": 1351553, + "TP": 46061, + "n_pred": 47775, + "n_ref": 48589 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9825841008692409, + "FN": 1087, + "FP": 594, + "IoU": 0.9657644447159935, + "TN": 1177523, + "TP": 47420, + "n_pred": 48014, + "n_ref": 48507 + }, + "10": { + "Dice": 0.9111670020120725, + "FN": 3014, + "FP": 2284, + "IoU": 0.8368289753303151, + "TN": 1194155, + "TP": 27171, + "n_pred": 29455, + "n_ref": 30185 + }, + "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": 0, + "IoU": 0.0, + "TN": 1226618, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "13": { + "Dice": 0.8087370768295155, + "FN": 2965, + "FP": 809, + "IoU": 0.6788904960435633, + "TN": 1214871, + "TP": 7979, + "n_pred": 8788, + "n_ref": 10944 + }, + "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": 0.9251439539347409, + "FN": 12, + "FP": 27, + "IoU": 0.8607142857142858, + "TN": 1226344, + "TP": 241, + "n_pred": 268, + "n_ref": 253 + }, + "3": { + "Dice": 0.9718842054936072, + "FN": 1314, + "FP": 509, + "IoU": 0.9453061714320002, + "TN": 1193293, + "TP": 31508, + "n_pred": 32017, + "n_ref": 32822 + }, + "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": 0.8421052631578947, + "FN": 6, + "FP": 0, + "IoU": 0.7272727272727273, + "TN": 1226602, + "TP": 16, + "n_pred": 16, + "n_ref": 22 + }, + "7": { + "Dice": 0.9512726180644192, + "FN": 797, + "FP": 501, + "IoU": 0.9070733104238259, + "TN": 1212656, + "TP": 12670, + "n_pred": 13171, + "n_ref": 13467 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9599140741877326, + "FN": 415, + "FP": 630, + "IoU": 0.9229180497160139, + "TN": 1213067, + "TP": 12512, + "n_pred": 13142, + "n_ref": 12927 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0361.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": 0.5883329078376308, + "FN": 5197, + "FP": 1253, + "IoU": 0.4167646260963921, + "TN": 1215565, + "TP": 4609, + "n_pred": 5862, + "n_ref": 9806 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 100, + "IoU": 0.0, + "TN": 1226524, + "TP": 0, + "n_pred": 100, + "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": 26, + "IoU": 0.0, + "TN": 1226598, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "3": { + "Dice": 0.8333020361080559, + "FN": 1130, + "FP": 11298, + "IoU": 0.7142397277597664, + "TN": 1183133, + "TP": 31063, + "n_pred": 42361, + "n_ref": 32193 + }, + "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": 0.8970099667774086, + "FN": 27, + "FP": 4, + "IoU": 0.8132530120481928, + "TN": 1226458, + "TP": 135, + "n_pred": 139, + "n_ref": 162 + }, + "8": { + "Dice": 0.9513343799058085, + "FN": 136, + "FP": 236, + "IoU": 0.907185628742515, + "TN": 1222616, + "TP": 3636, + "n_pred": 3872, + "n_ref": 3772 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.815565729234794, + "FN": 424, + "FP": 704, + "IoU": 0.6885698509110988, + "TN": 697306, + "TP": 2494, + "n_pred": 3198, + "n_ref": 2918 + }, + "11": { + "Dice": 0.8252344416027281, + "FN": 130, + "FP": 485, + "IoU": 0.7024673439767779, + "TN": 698861, + "TP": 1452, + "n_pred": 1937, + "n_ref": 1582 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9349612864800476, + "FN": 2221, + "FP": 1055, + "IoU": 0.8778660105133654, + "TN": 674105, + "TP": 23547, + "n_pred": 24602, + "n_ref": 25768 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9204418518058831, + "FN": 715, + "FP": 1849, + "IoU": 0.852609795355254, + "TN": 683532, + "TP": 14832, + "n_pred": 16681, + "n_ref": 15547 + }, + "3": { + "Dice": 0.9502748140963466, + "FN": 594, + "FP": 175, + "IoU": 0.9052605642478748, + "TN": 692811, + "TP": 7348, + "n_pred": 7523, + "n_ref": 7942 + }, + "4": { + "Dice": 0.43274215552523876, + "FN": 191, + "FP": 1888, + "IoU": 0.2761142061281337, + "TN": 698056, + "TP": 793, + "n_pred": 2681, + "n_ref": 984 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9714071200650691, + "FN": 1822, + "FP": 1834, + "IoU": 0.9444038929440389, + "TN": 635168, + "TP": 62104, + "n_pred": 63938, + "n_ref": 63926 + }, + "7": { + "Dice": 0.96212487064505, + "FN": 511, + "FP": 1136, + "IoU": 0.9270140919968094, + "TN": 678362, + "TP": 20919, + "n_pred": 22055, + "n_ref": 21430 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8765577856486947, + "FN": 232, + "FP": 709, + "IoU": 0.7802428771602055, + "TN": 696646, + "TP": 3341, + "n_pred": 4050, + "n_ref": 3573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9661183563798414, + "FN": 28, + "FP": 489, + "IoU": 0.9344574036511156, + "TN": 693040, + "TP": 7371, + "n_pred": 7860, + "n_ref": 7399 + }, + "10": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 700922, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "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": 0.9513657561625583, + "FN": 534, + "FP": 196, + "IoU": 0.9072426937738246, + "TN": 693058, + "TP": 7140, + "n_pred": 7336, + "n_ref": 7674 + }, + "7": { + "Dice": 0.5200561009817671, + "FN": 1569, + "FP": 142, + "IoU": 0.35140257771038663, + "TN": 698290, + "TP": 927, + "n_pred": 1069, + "n_ref": 2496 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.6576387437804967, + "FN": 2819.253333333333, + "FP": 1781.2999999999997, + "IoU": 0.5738589101123571, + "TN": 1189059.62, + "TP": 15440.626666666667, + "n_pred": 17221.92666666667, + "n_ref": 18259.88 + }, + "mean": { + "1": { + "Dice": 0.640589878632856, + "FN": 1365.2, + "FP": 2842.4666666666667, + "IoU": 0.6029611102940134, + "TN": 1190389.2, + "TP": 14503.933333333332, + "n_pred": 17346.4, + "n_ref": 15869.133333333333 + }, + "10": { + "Dice": 0.6643504253553248, + "FN": 2381.5666666666666, + "FP": 721.0333333333333, + "IoU": 0.5623304130854332, + "TN": 1201858.5333333334, + "TP": 4139.666666666667, + "n_pred": 4860.7, + "n_ref": 6521.233333333334 + }, + "11": { + "Dice": 0.5495245311340438, + "FN": 215.5, + "FP": 138.2, + "IoU": 0.4266552309947122, + "TN": 1208316.9333333333, + "TP": 430.1666666666667, + "n_pred": 568.3666666666667, + "n_ref": 645.6666666666666 + }, + "12": { + "Dice": 0.2706476224217422, + "FN": 101.7, + "FP": 94.6, + "IoU": 0.2084657719198077, + "TN": 1208650.0333333334, + "TP": 254.46666666666667, + "n_pred": 349.06666666666666, + "n_ref": 356.1666666666667 + }, + "13": { + "Dice": 0.55010149760788, + "FN": 1796.0666666666666, + "FP": 1155.3, + "IoU": 0.422091740050962, + "TN": 1203434.6, + "TP": 2714.8333333333335, + "n_pred": 3870.133333333333, + "n_ref": 4510.9 + }, + "14": { + "Dice": 0.5866847908527583, + "FN": 3452.8333333333335, + "FP": 2370.3333333333335, + "IoU": 0.5213571094038209, + "TN": 1191235.1333333333, + "TP": 12042.5, + "n_pred": 14412.833333333334, + "n_ref": 15495.333333333334 + }, + "15": { + "Dice": 0.685631563992184, + "FN": 847.6333333333333, + "FP": 1539.7, + "IoU": 0.5869447748021988, + "TN": 1200575.1333333333, + "TP": 6138.333333333333, + "n_pred": 7678.033333333334, + "n_ref": 6985.966666666666 + }, + "2": { + "Dice": 0.8303424965150136, + "FN": 2742.5333333333333, + "FP": 1026.2666666666667, + "IoU": 0.7598454064477053, + "TN": 1189636.8, + "TP": 15695.2, + "n_pred": 16721.466666666667, + "n_ref": 18437.733333333334 + }, + "3": { + "Dice": 0.636722569460232, + "FN": 459.56666666666666, + "FP": 2595.9666666666667, + "IoU": 0.5609117836693148, + "TN": 1200183.1, + "TP": 5862.166666666667, + "n_pred": 8458.133333333333, + "n_ref": 6321.733333333334 + }, + "4": { + "Dice": 0.5180171600090973, + "FN": 2160.766666666667, + "FP": 969.7666666666667, + "IoU": 0.4361562855025719, + "TN": 1199386.4666666666, + "TP": 6583.8, + "n_pred": 7553.566666666667, + "n_ref": 8744.566666666668 + }, + "5": { + "Dice": 0.6201405658743865, + "FN": 443.53333333333336, + "FP": 267.23333333333335, + "IoU": 0.505007769368392, + "TN": 1207286.4666666666, + "TP": 1103.5666666666666, + "n_pred": 1370.8, + "n_ref": 1547.1 + }, + "6": { + "Dice": 0.9152906699361867, + "FN": 18296.2, + "FP": 5002.333333333333, + "IoU": 0.8595343658572084, + "TN": 1075407.5333333334, + "TP": 110394.73333333334, + "n_pred": 115397.06666666667, + "n_ref": 128690.93333333333 + }, + "7": { + "Dice": 0.7395797826881213, + "FN": 6698.433333333333, + "FP": 6127.4, + "IoU": 0.6588050788832678, + "TN": 1160847.9, + "TP": 35427.066666666666, + "n_pred": 41554.46666666667, + "n_ref": 42125.5 + }, + "8": { + "Dice": 0.9302260999971331, + "FN": 652.8, + "FP": 673.3333333333334, + "IoU": 0.8743263661896641, + "TN": 1196903.9666666666, + "TP": 10870.7, + "n_pred": 11544.033333333333, + "n_ref": 11523.5 + }, + "9": { + "Dice": 0.7267315022304912, + "FN": 674.4666666666667, + "FP": 1195.5666666666666, + "IoU": 0.6224904452162857, + "TN": 1201782.5, + "TP": 5448.266666666666, + "n_pred": 6643.833333333333, + "n_ref": 6122.733333333334 + } + }, + "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": 0.8799371398638031, + "FN": 3348, + "FP": 1236, + "IoU": 0.7856140679075858, + "TN": 504314, + "TP": 16798, + "n_pred": 18034, + "n_ref": 20146 + }, + "15": { + "Dice": 0.7780471522434208, + "FN": 3950, + "FP": 2367, + "IoU": 0.6367243659784921, + "TN": 508307, + "TP": 11072, + "n_pred": 13439, + "n_ref": 15022 + }, + "2": { + "Dice": 0.8620928620928621, + "FN": 167, + "FP": 430, + "IoU": 0.7576126674786845, + "TN": 523233, + "TP": 1866, + "n_pred": 2296, + "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": 0.9769969238166529, + "FN": 5948, + "FP": 2472, + "IoU": 0.9550283342858211, + "TN": 338467, + "TP": 178809, + "n_pred": 181281, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.7652913790335527, + "FN": 1926, + "FP": 998, + "IoU": 0.6198153686126642, + "TN": 693237, + "TP": 4767, + "n_pred": 5765, + "n_ref": 6693 + }, + "11": { + "Dice": 0.8102609464838567, + "FN": 254, + "FP": 175, + "IoU": 0.6810408921933085, + "TN": 699583, + "TP": 916, + "n_pred": 1091, + "n_ref": 1170 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 700878, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "13": { + "Dice": 0.661817520570987, + "FN": 3016, + "FP": 4423, + "IoU": 0.49456447886941163, + "TN": 686210, + "TP": 7279, + "n_pred": 11702, + "n_ref": 10295 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.932645034414946, + "FN": 442, + "FP": 654, + "IoU": 0.8737908797789037, + "TN": 692244, + "TP": 7588, + "n_pred": 8242, + "n_ref": 8030 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9054675994108984, + "FN": 1547, + "FP": 507, + "IoU": 0.8272643175510891, + "TN": 689037, + "TP": 9837, + "n_pred": 10344, + "n_ref": 11384 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9690106113004227, + "FN": 2752, + "FP": 4587, + "IoU": 0.9398841752606876, + "TN": 578847, + "TP": 114742, + "n_pred": 119329, + "n_ref": 117494 + }, + "7": { + "Dice": 0.871021897810219, + "FN": 6454, + "FP": 4148, + "IoU": 0.7715135449667033, + "TN": 654527, + "TP": 35799, + "n_pred": 39947, + "n_ref": 42253 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9450150522401275, + "FN": 501, + "FP": 741, + "IoU": 0.8957616449853126, + "TN": 689013, + "TP": 10673, + "n_pred": 11414, + "n_ref": 11174 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7003891050583657, + "FN": 142, + "FP": 166, + "IoU": 0.5389221556886228, + "TN": 700260, + "TP": 360, + "n_pred": 526, + "n_ref": 502 + }, + "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": 0.12043301759133965, + "FN": 160, + "FP": 1140, + "IoU": 0.06407487401007919, + "TN": 699539, + "TP": 89, + "n_pred": 1229, + "n_ref": 249 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "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": 0.8429299922326162, + "FN": 2972, + "FP": 1679, + "IoU": 0.7285038818516141, + "TN": 683797, + "TP": 12480, + "n_pred": 14159, + "n_ref": 15452 + }, + "5": { + "Dice": 0.6122802459513293, + "FN": 1851, + "FP": 2626, + "IoU": 0.4412131802296555, + "TN": 692916, + "TP": 3535, + "n_pred": 6161, + "n_ref": 5386 + }, + "6": { + "Dice": 0.961772638814599, + "FN": 2743, + "FP": 3975, + "IoU": 0.9263603279694831, + "TN": 609700, + "TP": 84510, + "n_pred": 88485, + "n_ref": 87253 + }, + "7": { + "Dice": 0.7688022284122563, + "FN": 1393, + "FP": 433, + "IoU": 0.6244343891402715, + "TN": 696066, + "TP": 3036, + "n_pred": 3469, + "n_ref": 4429 + }, + "8": { + "Dice": 0.9137144390767579, + "FN": 2034, + "FP": 1824, + "IoU": 0.841136504014824, + "TN": 676643, + "TP": 20427, + "n_pred": 22251, + "n_ref": 22461 + }, + "9": { + "Dice": 0.0, + "FN": 502, + "FP": 0, + "IoU": 0.0, + "TN": 700426, + "TP": 0, + "n_pred": 0, + "n_ref": 502 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 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": 0.5077755240027045, + "FN": 455, + "FP": 1001, + "IoU": 0.34028092433167195, + "TN": 523489, + "TP": 751, + "n_pred": 1752, + "n_ref": 1206 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9185417098885348, + "FN": 3480, + "FP": 839, + "IoU": 0.8493547261946285, + "TN": 497026, + "TP": 24351, + "n_pred": 25190, + "n_ref": 27831 + }, + "7": { + "Dice": 0.9189620994703985, + "FN": 4383, + "FP": 1095, + "IoU": 0.8500738956702611, + "TN": 489158, + "TP": 31060, + "n_pred": 32155, + "n_ref": 35443 + }, + "8": { + "Dice": 0.7296258847320526, + "FN": 2033, + "FP": 3315, + "IoU": 0.574339382362305, + "TN": 513132, + "TP": 7216, + "n_pred": 10531, + "n_ref": 9249 + }, + "9": { + "Dice": 0.7546391752577319, + "FN": 267, + "FP": 3184, + "IoU": 0.6059602649006622, + "TN": 516938, + "TP": 5307, + "n_pred": 8491, + "n_ref": 5574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.826633240815352, + "FN": 3993, + "FP": 1816, + "IoU": 0.7044968969376335, + "TN": 856502, + "TP": 13849, + "n_pred": 15665, + "n_ref": 17842 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.10087719298245613, + "FN": 408, + "FP": 2, + "IoU": 0.053117782909930716, + "TN": 875727, + "TP": 23, + "n_pred": 25, + "n_ref": 431 + }, + "13": { + "Dice": 0.6968410326086957, + "FN": 1170, + "FP": 2400, + "IoU": 0.5347321777661932, + "TN": 868487, + "TP": 4103, + "n_pred": 6503, + "n_ref": 5273 + }, + "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": 6, + "IoU": 0.0, + "TN": 876154, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "6": { + "Dice": 0.9245395127748068, + "FN": 68, + "FP": 186, + "IoU": 0.8596685082872928, + "TN": 874350, + "TP": 1556, + "n_pred": 1742, + "n_ref": 1624 + }, + "7": { + "Dice": 0.9162571699698393, + "FN": 11127, + "FP": 2728, + "IoU": 0.8454562693109948, + "TN": 786509, + "TP": 75796, + "n_pred": 78524, + "n_ref": 86923 + }, + "8": { + "Dice": 0.9532618988288064, + "FN": 2503, + "FP": 2186, + "IoU": 0.910697621269545, + "TN": 823653, + "TP": 47818, + "n_pred": 50004, + "n_ref": 50321 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1226618, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7197477335435554, + "FN": 1760, + "FP": 373, + "IoU": 0.562192118226601, + "TN": 1221752, + "TP": 2739, + "n_pred": 3112, + "n_ref": 4499 + }, + "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": 0.9182800081516201, + "FN": 114, + "FP": 287, + "IoU": 0.8489073097211756, + "TN": 1223970, + "TP": 2253, + "n_pred": 2540, + "n_ref": 2367 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.21739130434782608, + "FN": 0, + "FP": 72, + "IoU": 0.12195121951219512, + "TN": 1226542, + "TP": 10, + "n_pred": 82, + "n_ref": 10 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9545662357626075, + "FN": 4890, + "FP": 1967, + "IoU": 0.9130815058942832, + "TN": 1147734, + "TP": 72033, + "n_pred": 74000, + "n_ref": 76923 + }, + "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": 0.7962017175500321, + "FN": 895, + "FP": 4492, + "IoU": 0.6614079195474545, + "TN": 1210714, + "TP": 10523, + "n_pred": 15015, + "n_ref": 11418 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 70678, + "IoU": 0.0, + "TN": 980714, + "TP": 0, + "n_pred": 70678, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 2096, + "FP": 101, + "IoU": 0.0, + "TN": 1049195, + "TP": 0, + "n_pred": 101, + "n_ref": 2096 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 45, + "FP": 0, + "IoU": 0.0, + "TN": 1051347, + "TP": 0, + "n_pred": 0, + "n_ref": 45 + }, + "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": 0.6625766871165644, + "FN": 39, + "FP": 16, + "IoU": 0.4954128440366973, + "TN": 1051283, + "TP": 54, + "n_pred": 70, + "n_ref": 93 + }, + "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": 0.4750457006863726, + "FN": 29083, + "FP": 1357, + "IoU": 0.31151471286725624, + "TN": 1007179, + "TP": 13773, + "n_pred": 15130, + "n_ref": 42856 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9692252639112543, + "FN": 504, + "FP": 184, + "IoU": 0.9402881444193716, + "TN": 1039870, + "TP": 10834, + "n_pred": 11018, + "n_ref": 11338 + }, + "10": { + "Dice": 0.8836999096113287, + "FN": 787, + "FP": 1529, + "IoU": 0.7916329284750337, + "TN": 1040277, + "TP": 8799, + "n_pred": 10328, + "n_ref": 9586 + }, + "11": { + "Dice": 0.8365988206201256, + "FN": 271, + "FP": 588, + "IoU": 0.7190974493132767, + "TN": 1048334, + "TP": 2199, + "n_pred": 2787, + "n_ref": 2470 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8832679651665226, + "FN": 711, + "FP": 2801, + "IoU": 0.7909399369010061, + "TN": 1034593, + "TP": 13287, + "n_pred": 16088, + "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": 0.9020852221214869, + "FN": 527, + "FP": 121, + "IoU": 0.8216350123864574, + "TN": 1047759, + "TP": 2985, + "n_pred": 3106, + "n_ref": 3512 + }, + "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": 0.9405335762045449, + "FN": 1844, + "FP": 833, + "IoU": 0.8877426930012161, + "TN": 1027545, + "TP": 21170, + "n_pred": 22003, + "n_ref": 23014 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9246049661399548, + "FN": 506, + "FP": 1999, + "IoU": 0.8597816960537363, + "TN": 1033527, + "TP": 15360, + "n_pred": 17359, + "n_ref": 15866 + }, + "9": { + "Dice": 0.8617213488458486, + "FN": 2428, + "FP": 5761, + "IoU": 0.7570390149829402, + "TN": 1017687, + "TP": 25516, + "n_pred": 31277, + "n_ref": 27944 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 496, + "IoU": 0.0, + "TN": 1226128, + "TP": 0, + "n_pred": 496, + "n_ref": 0 + }, + "10": { + "Dice": 0.9109114249037227, + "FN": 156, + "FP": 191, + "IoU": 0.8363979255068364, + "TN": 1224503, + "TP": 1774, + "n_pred": 1965, + "n_ref": 1930 + }, + "11": { + "Dice": 0.6353042727665085, + "FN": 582, + "FP": 1108, + "IoU": 0.465528146742568, + "TN": 1223462, + "TP": 1472, + "n_pred": 2580, + "n_ref": 2054 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.10198402010952509, + "FN": 10003, + "FP": 0, + "IoU": 0.05373190805032636, + "TN": 1216053, + "TP": 568, + "n_pred": 568, + "n_ref": 10571 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.8930054644808744, + "FN": 2358, + "FP": 7432, + "IoU": 0.8066936518906112, + "TN": 1175979, + "TP": 40855, + "n_pred": 48287, + "n_ref": 43213 + }, + "2": { + "Dice": 0.9478835331539026, + "FN": 57, + "FP": 369, + "IoU": 0.9009302325581395, + "TN": 1222324, + "TP": 3874, + "n_pred": 4243, + "n_ref": 3931 + }, + "3": { + "Dice": 0.4251968503937008, + "FN": 67, + "FP": 6, + "IoU": 0.27, + "TN": 1226524, + "TP": 27, + "n_pred": 33, + "n_ref": 94 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1226620, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9495858304385998, + "FN": 23244, + "FP": 3170, + "IoU": 0.9040108730017407, + "TN": 951447, + "TP": 248763, + "n_pred": 251933, + "n_ref": 272007 + }, + "7": { + "Dice": 0.929723283735805, + "FN": 2675, + "FP": 5104, + "IoU": 0.8686756140795138, + "TN": 1167389, + "TP": 51456, + "n_pred": 56560, + "n_ref": 54131 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8699768160741885, + "FN": 722, + "FP": 1970, + "IoU": 0.769875192340571, + "TN": 1214926, + "TP": 9006, + "n_pred": 10976, + "n_ref": 9728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.016766467065868262, + "FN": 0, + "FP": 4926, + "IoU": 0.008454106280193236, + "TN": 871192, + "TP": 42, + "n_pred": 4968, + "n_ref": 42 + }, + "10": { + "Dice": 0.7838157117542823, + "FN": 494, + "FP": 238, + "IoU": 0.644487615347256, + "TN": 874101, + "TP": 1327, + "n_pred": 1565, + "n_ref": 1821 + }, + "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": 12, + "FP": 0, + "IoU": 0.0, + "TN": 876148, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.9141417919752625, + "FN": 957, + "FP": 2486, + "IoU": 0.8418611060077164, + "TN": 854388, + "TP": 18329, + "n_pred": 20815, + "n_ref": 19286 + }, + "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": 0.9103688537114568, + "FN": 1376, + "FP": 1557, + "IoU": 0.8354835090868297, + "TN": 858332, + "TP": 14895, + "n_pred": 16452, + "n_ref": 16271 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9738408246147793, + "FN": 1805, + "FP": 1918, + "IoU": 0.9490153652323957, + "TN": 803138, + "TP": 69299, + "n_pred": 71217, + "n_ref": 71104 + }, + "7": { + "Dice": 0.968444353828678, + "FN": 4561, + "FP": 856, + "IoU": 0.9388193040512305, + "TN": 787619, + "TP": 83124, + "n_pred": 83980, + "n_ref": 87685 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9229133690850244, + "FN": 954, + "FP": 2309, + "IoU": 0.8568608527811897, + "TN": 1379060, + "TP": 19533, + "n_pred": 21842, + "n_ref": 20487 + }, + "10": { + "Dice": 0.8504091882968635, + "FN": 1809, + "FP": 2450, + "IoU": 0.7397494653223342, + "TN": 1385491, + "TP": 12106, + "n_pred": 14556, + "n_ref": 13915 + }, + "11": { + "Dice": 0.6506238859180036, + "FN": 1664, + "FP": 1080, + "IoU": 0.4821664464993395, + "TN": 1396557, + "TP": 2555, + "n_pred": 3635, + "n_ref": 4219 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 1401814, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "13": { + "Dice": 0.7728035814213766, + "FN": 459, + "FP": 353, + "IoU": 0.6297309621523027, + "TN": 1399663, + "TP": 1381, + "n_pred": 1734, + "n_ref": 1840 + }, + "14": { + "Dice": 0.890897441140785, + "FN": 6479, + "FP": 9527, + "IoU": 0.8032597472835439, + "TN": 1320500, + "TP": 65350, + "n_pred": 74877, + "n_ref": 71829 + }, + "15": { + "Dice": 0.6783994352134338, + "FN": 669, + "FP": 12086, + "IoU": 0.5133165445665445, + "TN": 1375648, + "TP": 13453, + "n_pred": 25539, + "n_ref": 14122 + }, + "2": { + "Dice": 0.9390186426476749, + "FN": 1554, + "FP": 3104, + "IoU": 0.8850472594457195, + "TN": 1361335, + "TP": 35863, + "n_pred": 38967, + "n_ref": 37417 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.52, + "FN": 57, + "FP": 15, + "IoU": 0.35135135135135137, + "TN": 1401745, + "TP": 39, + "n_pred": 54, + "n_ref": 96 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9646171190703321, + "FN": 6319, + "FP": 2657, + "IoU": 0.9316525672166848, + "TN": 1270527, + "TP": 122353, + "n_pred": 125010, + "n_ref": 128672 + }, + "7": { + "Dice": 0.9423317515099223, + "FN": 5158, + "FP": 5536, + "IoU": 0.8909521041736772, + "TN": 1303789, + "TP": 87373, + "n_pred": 92909, + "n_ref": 92531 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8389089037570767, + "FN": 891, + "FP": 674, + "IoU": 0.7225177304964538, + "TN": 1396216, + "TP": 4075, + "n_pred": 4749, + "n_ref": 4966 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.0, + "FN": 186, + "FP": 0, + "IoU": 0.0, + "TN": 875974, + "TP": 0, + "n_pred": 0, + "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": 0.7371831522774919, + "FN": 503, + "FP": 876, + "IoU": 0.5837609417446423, + "TN": 872847, + "TP": 1934, + "n_pred": 2810, + "n_ref": 2437 + }, + "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": 0.9497613924201399, + "FN": 2194, + "FP": 4133, + "IoU": 0.9043291548848532, + "TN": 810027, + "TP": 59806, + "n_pred": 63939, + "n_ref": 62000 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9083765752409192, + "FN": 1093, + "FP": 1379, + "IoU": 0.8321336411788673, + "TN": 861434, + "TP": 12254, + "n_pred": 13633, + "n_ref": 13347 + }, + "5": { + "Dice": 0.7914970601537765, + "FN": 771, + "FP": 2917, + "IoU": 0.6549401197604791, + "TN": 865472, + "TP": 7000, + "n_pred": 9917, + "n_ref": 7771 + }, + "6": { + "Dice": 0.9731196940432113, + "FN": 2481, + "FP": 5897, + "IoU": 0.947646661834179, + "TN": 716132, + "TP": 151650, + "n_pred": 157547, + "n_ref": 154131 + }, + "7": { + "Dice": 0.8016677819529521, + "FN": 2953, + "FP": 900, + "IoU": 0.6689862542955326, + "TN": 864520, + "TP": 7787, + "n_pred": 8687, + "n_ref": 10740 + }, + "8": { + "Dice": 0.9444762449914138, + "FN": 671, + "FP": 202, + "IoU": 0.8947939262472885, + "TN": 867862, + "TP": 7425, + "n_pred": 7627, + "n_ref": 8096 + }, + "9": { + "Dice": 0.505521472392638, + "FN": 57, + "FP": 346, + "IoU": 0.33825944170771755, + "TN": 875551, + "TP": 206, + "n_pred": 552, + "n_ref": 263 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8281641168289291, + "FN": 4369, + "FP": 573, + "IoU": 0.7067236365794315, + "TN": 1209773, + "TP": 11909, + "n_pred": 12482, + "n_ref": 16278 + }, + "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": 0.14512922465208747, + "FN": 749, + "FP": 111, + "IoU": 0.0782422293676313, + "TN": 1225691, + "TP": 73, + "n_pred": 184, + "n_ref": 822 + }, + "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": 0.8547848300255453, + "FN": 995, + "FP": 1961, + "IoU": 0.7463967055593685, + "TN": 1214968, + "TP": 8700, + "n_pred": 10661, + "n_ref": 9695 + }, + "5": { + "Dice": 0.8160382483972618, + "FN": 385, + "FP": 1308, + "IoU": 0.6892437591776799, + "TN": 1221176, + "TP": 3755, + "n_pred": 5063, + "n_ref": 4140 + }, + "6": { + "Dice": 0.9439252663191494, + "FN": 7096, + "FP": 8943, + "IoU": 0.8938053683276613, + "TN": 1075590, + "TP": 134995, + "n_pred": 143938, + "n_ref": 142091 + }, + "7": { + "Dice": 0.8438253948513866, + "FN": 3863, + "FP": 2416, + "IoU": 0.7298425264607177, + "TN": 1203382, + "TP": 16963, + "n_pred": 19379, + "n_ref": 20826 + }, + "8": { + "Dice": 0.9078427684784653, + "FN": 693, + "FP": 287, + "IoU": 0.8312381608403651, + "TN": 1220817, + "TP": 4827, + "n_pred": 5114, + "n_ref": 5520 + }, + "9": { + "Dice": 0.7916254533465216, + "FN": 371, + "FP": 893, + "IoU": 0.6551159618008185, + "TN": 1222959, + "TP": 2401, + "n_pred": 3294, + "n_ref": 2772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7592592592592593, + "FN": 26, + "FP": 0, + "IoU": 0.6119402985074627, + "TN": 1051325, + "TP": 41, + "n_pred": 41, + "n_ref": 67 + }, + "10": { + "Dice": 0.8211509020502507, + "FN": 7518, + "FP": 4398, + "IoU": 0.6965699880318811, + "TN": 1012121, + "TP": 27355, + "n_pred": 31753, + "n_ref": 34873 + }, + "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": 0.803238512035011, + "FN": 1522, + "FP": 2974, + "IoU": 0.6711767717399254, + "TN": 1037719, + "TP": 9177, + "n_pred": 12151, + "n_ref": 10699 + }, + "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": 329, + "IoU": 0.0, + "TN": 1051063, + "TP": 0, + "n_pred": 329, + "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": 0.9668570312881339, + "FN": 561, + "FP": 118, + "IoU": 0.9358404989133516, + "TN": 1040809, + "TP": 9904, + "n_pred": 10022, + "n_ref": 10465 + }, + "7": { + "Dice": 0.8133788586161244, + "FN": 26411, + "FP": 371, + "IoU": 0.6854579193385479, + "TN": 966246, + "TP": 58364, + "n_pred": 58735, + "n_ref": 84775 + }, + "8": { + "Dice": 0.9607873769723481, + "FN": 98, + "FP": 404, + "IoU": 0.9245339747444378, + "TN": 1044740, + "TP": 6150, + "n_pred": 6554, + "n_ref": 6248 + }, + "9": { + "Dice": 0.8927083333333333, + "FN": 172, + "FP": 34, + "IoU": 0.80620884289746, + "TN": 1050329, + "TP": 857, + "n_pred": 891, + "n_ref": 1029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.46153846153846156, + "FN": 5, + "FP": 2, + "IoU": 0.3, + "TN": 350454, + "TP": 3, + "n_pred": 5, + "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": 0.7991543340380549, + "FN": 18, + "FP": 77, + "IoU": 0.6654929577464789, + "TN": 350180, + "TP": 189, + "n_pred": 266, + "n_ref": 207 + }, + "6": { + "Dice": 0.9774896298744922, + "FN": 1954, + "FP": 2268, + "IoU": 0.9559703827302117, + "TN": 254574, + "TP": 91668, + "n_pred": 93936, + "n_ref": 93622 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9687002652519894, + "FN": 68, + "FP": 50, + "IoU": 0.9393004115226338, + "TN": 348520, + "TP": 1826, + "n_pred": 1876, + "n_ref": 1894 + }, + "9": { + "Dice": 0.9334970172443557, + "FN": 2180, + "FP": 1287, + "IoU": 0.8752877697841727, + "TN": 322664, + "TP": 24333, + "n_pred": 25620, + "n_ref": 26513 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 1447, + "IoU": 0.0, + "TN": 524249, + "TP": 0, + "n_pred": 1447, + "n_ref": 0 + }, + "15": { + "Dice": 0.8277256317689531, + "FN": 183, + "FP": 1010, + "IoU": 0.7060852426706086, + "TN": 521637, + "TP": 2866, + "n_pred": 3876, + "n_ref": 3049 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.8331143232588699, + "FN": 38, + "FP": 89, + "IoU": 0.713963963963964, + "TN": 525252, + "TP": 317, + "n_pred": 406, + "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": 0.8926441351888668, + "FN": 176, + "FP": 40, + "IoU": 0.8061041292639138, + "TN": 524582, + "TP": 898, + "n_pred": 938, + "n_ref": 1074 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9802684028700505, + "FN": 1030, + "FP": 752, + "IoU": 0.9613004104501922, + "TN": 1355809, + "TP": 44265, + "n_pred": 45017, + "n_ref": 45295 + }, + "10": { + "Dice": 0.43338728974593566, + "FN": 6304, + "FP": 1747, + "IoU": 0.2766397124887691, + "TN": 1390726, + "TP": 3079, + "n_pred": 4826, + "n_ref": 9383 + }, + "11": { + "Dice": 0.6594643259059194, + "FN": 1412, + "FP": 101, + "IoU": 0.49194089993284085, + "TN": 1398878, + "TP": 1465, + "n_pred": 1566, + "n_ref": 2877 + }, + "12": { + "Dice": 0.6170106938572495, + "FN": 1072, + "FP": 2008, + "IoU": 0.446142780075526, + "TN": 1396295, + "TP": 2481, + "n_pred": 4489, + "n_ref": 3553 + }, + "13": { + "Dice": 0.7468171431236301, + "FN": 1798, + "FP": 3631, + "IoU": 0.5959362905626675, + "TN": 1388420, + "TP": 8007, + "n_pred": 11638, + "n_ref": 9805 + }, + "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": 0.9516943638260295, + "FN": 1573, + "FP": 3104, + "IoU": 0.9078405485822381, + "TN": 1351107, + "TP": 46072, + "n_pred": 49176, + "n_ref": 47645 + }, + "3": { + "Dice": 0.961526484160462, + "FN": 606, + "FP": 753, + "IoU": 0.9259037129927485, + "TN": 1383515, + "TP": 16982, + "n_pred": 17735, + "n_ref": 17588 + }, + "4": { + "Dice": 0.7585898153329602, + "FN": 342, + "FP": 1815, + "IoU": 0.6110710421925712, + "TN": 1396310, + "TP": 3389, + "n_pred": 5204, + "n_ref": 3731 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9688815013616191, + "FN": 6294, + "FP": 3179, + "IoU": 0.939641275606104, + "TN": 1244911, + "TP": 147472, + "n_pred": 150651, + "n_ref": 153766 + }, + "7": { + "Dice": 0.9151926382125466, + "FN": 8321, + "FP": 1153, + "IoU": 0.8436453055633489, + "TN": 1341263, + "TP": 51119, + "n_pred": 52272, + "n_ref": 59440 + }, + "8": { + "Dice": 0.952293836194765, + "FN": 13, + "FP": 665, + "IoU": 0.9089321692411014, + "TN": 1394411, + "TP": 6767, + "n_pred": 7432, + "n_ref": 6780 + }, + "9": { + "Dice": 0.7958165728077232, + "FN": 898, + "FP": 371, + "IoU": 0.6608765366114377, + "TN": 1398114, + "TP": 2473, + "n_pred": 2844, + "n_ref": 3371 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9118041485301769, + "FN": 26066, + "FP": 1227, + "IoU": 0.8379044519408941, + "TN": 1759176, + "TP": 141083, + "n_pred": 142310, + "n_ref": 167149 + }, + "10": { + "Dice": 0.7393251716930427, + "FN": 218, + "FP": 655, + "IoU": 0.5864519185220275, + "TN": 1925441, + "TP": 1238, + "n_pred": 1893, + "n_ref": 1456 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8569040765159254, + "FN": 1260, + "FP": 281, + "IoU": 0.749634443541836, + "TN": 1921397, + "TP": 4614, + "n_pred": 4895, + "n_ref": 5874 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9827486926376403, + "FN": 1196, + "FP": 1740, + "IoU": 0.9660825063826346, + "TN": 1840989, + "TP": 83627, + "n_pred": 85367, + "n_ref": 84823 + }, + "15": { + "Dice": 0.8824804134022337, + "FN": 814, + "FP": 2711, + "IoU": 0.7896778042959427, + "TN": 1910792, + "TP": 13235, + "n_pred": 15946, + "n_ref": 14049 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9841484366051999, + "FN": 677, + "FP": 707, + "IoU": 0.9687915755293481, + "TN": 1883205, + "TP": 42963, + "n_pred": 43670, + "n_ref": 43640 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8368314150304672, + "FN": 369, + "FP": 113, + "IoU": 0.719441210710128, + "TN": 1925834, + "TP": 1236, + "n_pred": 1349, + "n_ref": 1605 + }, + "6": { + "Dice": 0.7518072289156627, + "FN": 2954, + "FP": 24753, + "IoU": 0.6023166023166023, + "TN": 1857881, + "TP": 41964, + "n_pred": 66717, + "n_ref": 44918 + }, + "7": { + "Dice": 0.9766206706364203, + "FN": 1901, + "FP": 388, + "IoU": 0.9543095532755799, + "TN": 1877454, + "TP": 47809, + "n_pred": 48197, + "n_ref": 49710 + }, + "8": { + "Dice": 0.9735523543813699, + "FN": 1712, + "FP": 146, + "IoU": 0.9484676189155457, + "TN": 1891497, + "TP": 34197, + "n_pred": 34343, + "n_ref": 35909 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9485482579094914, + "FN": 9615, + "FP": 663, + "IoU": 0.9021319951627801, + "TN": 3049157, + "TP": 94741, + "n_pred": 95404, + "n_ref": 104356 + }, + "10": { + "Dice": 0.23697350643247372, + "FN": 25758, + "FP": 220, + "IoU": 0.13441290150606425, + "TN": 3124164, + "TP": 4034, + "n_pred": 4254, + "n_ref": 29792 + }, + "11": { + "Dice": 0.0, + "FN": 33, + "FP": 0, + "IoU": 0.0, + "TN": 3154143, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5628045904731961, + "FN": 1795, + "FP": 9329, + "IoU": 0.39159921242616497, + "TN": 3135892, + "TP": 7160, + "n_pred": 16489, + "n_ref": 8955 + }, + "14": { + "Dice": 0.8938782281701045, + "FN": 6655, + "FP": 4859, + "IoU": 0.8081191880811919, + "TN": 3094170, + "TP": 48492, + "n_pred": 53351, + "n_ref": 55147 + }, + "15": { + "Dice": 0.5820793433652531, + "FN": 723, + "FP": 1721, + "IoU": 0.41051616015436565, + "TN": 3150030, + "TP": 1702, + "n_pred": 3423, + "n_ref": 2425 + }, + "2": { + "Dice": 0.9357760717015216, + "FN": 5190, + "FP": 9600, + "IoU": 0.8793037318731179, + "TN": 3031637, + "TP": 107749, + "n_pred": 117349, + "n_ref": 112939 + }, + "3": { + "Dice": 0.8079444904195048, + "FN": 9073, + "FP": 6012, + "IoU": 0.6777742176652782, + "TN": 3107361, + "TP": 31730, + "n_pred": 37742, + "n_ref": 40803 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1738, + "IoU": 0.0, + "TN": 3152438, + "TP": 0, + "n_pred": 1738, + "n_ref": 0 + }, + "5": { + "Dice": 0.8453714876745388, + "FN": 1586, + "FP": 208, + "IoU": 0.7321588533890714, + "TN": 3147478, + "TP": 4904, + "n_pred": 5112, + "n_ref": 6490 + }, + "6": { + "Dice": 0.8767746145508439, + "FN": 209126, + "FP": 13700, + "IoU": 0.7805865375810027, + "TN": 2138623, + "TP": 792727, + "n_pred": 806427, + "n_ref": 1001853 + }, + "7": { + "Dice": 0.4749833222148099, + "FN": 29690, + "FP": 13595, + "IoU": 0.3114610673665792, + "TN": 3091311, + "TP": 19580, + "n_pred": 33175, + "n_ref": 49270 + }, + "8": { + "Dice": 0.885602819028442, + "FN": 399, + "FP": 1419, + "IoU": 0.7946922642574816, + "TN": 3145321, + "TP": 7037, + "n_pred": 8456, + "n_ref": 7436 + }, + "9": { + "Dice": 0.6485792850595784, + "FN": 1607, + "FP": 4144, + "IoU": 0.47992403689636465, + "TN": 3143118, + "TP": 5307, + "n_pred": 9451, + "n_ref": 6914 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.855196770938446, + "FN": 35, + "FP": 539, + "IoU": 0.747025121198766, + "TN": 1049123, + "TP": 1695, + "n_pred": 2234, + "n_ref": 1730 + }, + "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": 0.5821006577576714, + "FN": 12909, + "FP": 1132, + "IoU": 0.41053736356003356, + "TN": 1027572, + "TP": 9779, + "n_pred": 10911, + "n_ref": 22688 + }, + "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": 7, + "IoU": 0.0, + "TN": 1051385, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "3": { + "Dice": 0.9323843416370107, + "FN": 136, + "FP": 168, + "IoU": 0.8733333333333333, + "TN": 1048992, + "TP": 2096, + "n_pred": 2264, + "n_ref": 2232 + }, + "4": { + "Dice": 0.8464413429016556, + "FN": 18593, + "FP": 430, + "IoU": 0.7337653249734087, + "TN": 979940, + "TP": 52429, + "n_pred": 52859, + "n_ref": 71022 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9418799912832806, + "FN": 3966, + "FP": 5102, + "IoU": 0.8901447695196559, + "TN": 968847, + "TP": 73477, + "n_pred": 78579, + "n_ref": 77443 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 23711, + "IoU": 0.0, + "TN": 1027681, + "TP": 0, + "n_pred": 23711, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7855491329479769, + "FN": 123, + "FP": 619, + "IoU": 0.646834840552118, + "TN": 1049291, + "TP": 1359, + "n_pred": 1978, + "n_ref": 1482 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__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": 0.9096512570965126, + "FN": 1002, + "FP": 112, + "IoU": 0.8342755132401071, + "TN": 1219902, + "TP": 5608, + "n_pred": 5720, + "n_ref": 6610 + }, + "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": 0.0, + "FN": 0, + "FP": 5560, + "IoU": 0.0, + "TN": 1221064, + "TP": 0, + "n_pred": 5560, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 203, + "IoU": 0.0, + "TN": 1226421, + "TP": 0, + "n_pred": 203, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.35106640183869775, + "FN": 211272, + "FP": 769, + "IoU": 0.2129051177258841, + "TN": 957227, + "TP": 57356, + "n_pred": 58125, + "n_ref": 268628 + }, + "7": { + "Dice": 0.0011049606357773504, + "FN": 58, + "FP": 93959, + "IoU": 0.0005527857211196037, + "TN": 1132555, + "TP": 52, + "n_pred": 94011, + "n_ref": 110 + }, + "8": { + "Dice": 0.9587211168164314, + "FN": 2535, + "FP": 1581, + "IoU": 0.9207150287013137, + "TN": 1174710, + "TP": 47798, + "n_pred": 49379, + "n_ref": 50333 + }, + "9": { + "Dice": 0.5854235683861808, + "FN": 1698, + "FP": 54, + "IoU": 0.4138507862161258, + "TN": 1223635, + "TP": 1237, + "n_pred": 1291, + "n_ref": 2935 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9741758501631745, + "FN": 608, + "FP": 484, + "IoU": 0.9496518972751165, + "TN": 854471, + "TP": 20597, + "n_pred": 21081, + "n_ref": 21205 + }, + "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": 5, + "IoU": 0.0, + "TN": 876155, + "TP": 0, + "n_pred": 5, + "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": 0.9693547738154312, + "FN": 660, + "FP": 1625, + "IoU": 0.9405319591921716, + "TN": 837736, + "TP": 36139, + "n_pred": 37764, + "n_ref": 36799 + }, + "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": 0.48740906547285956, + "FN": 1790, + "FP": 42, + "IoU": 0.3222345541990381, + "TN": 873457, + "TP": 871, + "n_pred": 913, + "n_ref": 2661 + }, + "6": { + "Dice": 0.9448239621650026, + "FN": 145, + "FP": 65, + "IoU": 0.8954183266932271, + "TN": 874152, + "TP": 1798, + "n_pred": 1863, + "n_ref": 1943 + }, + "7": { + "Dice": 0.9118455137765916, + "FN": 513, + "FP": 610, + "IoU": 0.8379743182801904, + "TN": 869229, + "TP": 5808, + "n_pred": 6418, + "n_ref": 6321 + }, + "8": { + "Dice": 0.9658723596181312, + "FN": 1287, + "FP": 529, + "IoU": 0.9339972377698627, + "TN": 848646, + "TP": 25698, + "n_pred": 26227, + "n_ref": 26985 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9598380020249747, + "FN": 75, + "FP": 163, + "IoU": 0.9227774172615185, + "TN": 873078, + "TP": 2844, + "n_pred": 3007, + "n_ref": 2919 + }, + "10": { + "Dice": 0.7805757422117063, + "FN": 914, + "FP": 2981, + "IoU": 0.6401182666543472, + "TN": 865337, + "TP": 6928, + "n_pred": 9909, + "n_ref": 7842 + }, + "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": 0.4160460392687881, + "FN": 5974, + "FP": 926, + "IoU": 0.26266296217140417, + "TN": 866802, + "TP": 2458, + "n_pred": 3384, + "n_ref": 8432 + }, + "14": { + "Dice": 0.9479414766927526, + "FN": 1948, + "FP": 500, + "IoU": 0.9010349288486417, + "TN": 851424, + "TP": 22288, + "n_pred": 22788, + "n_ref": 24236 + }, + "15": { + "Dice": 0.9097077554907446, + "FN": 549, + "FP": 968, + "IoU": 0.8343705644721039, + "TN": 867001, + "TP": 7642, + "n_pred": 8610, + "n_ref": 8191 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9707345937084711, + "FN": 1670, + "FP": 1347, + "IoU": 0.9431334112413767, + "TN": 823106, + "TP": 50037, + "n_pred": 51384, + "n_ref": 51707 + }, + "4": { + "Dice": 0.6230683644455434, + "FN": 1025, + "FP": 14220, + "IoU": 0.4525049380499192, + "TN": 848315, + "TP": 12600, + "n_pred": 26820, + "n_ref": 13625 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8702058887440244, + "FN": 15600, + "FP": 3514, + "IoU": 0.7702340453665749, + "TN": 792971, + "TP": 64075, + "n_pred": 67589, + "n_ref": 79675 + }, + "7": { + "Dice": 0.0947717580161112, + "FN": 26, + "FP": 5705, + "IoU": 0.0497429945282706, + "TN": 870129, + "TP": 300, + "n_pred": 6005, + "n_ref": 326 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 1927457, + "TP": 0, + "n_pred": 95, + "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": 0.0, + "FN": 0, + "FP": 277, + "IoU": 0.0, + "TN": 1927275, + "TP": 0, + "n_pred": 277, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7365474210510005, + "FN": 24435, + "FP": 1068, + "IoU": 0.5829640410118883, + "TN": 1866399, + "TP": 35650, + "n_pred": 36718, + "n_ref": 60085 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 23829, + "IoU": 0.0, + "TN": 1903723, + "TP": 0, + "n_pred": 23829, + "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": 0.957344485846805, + "FN": 2928, + "FP": 3059, + "IoU": 0.9181790848958618, + "TN": 1854380, + "TP": 67185, + "n_pred": 70244, + "n_ref": 70113 + }, + "7": { + "Dice": 0.9544470339333234, + "FN": 4846, + "FP": 666, + "IoU": 0.9128633985171601, + "TN": 1864295, + "TP": 57745, + "n_pred": 58411, + "n_ref": 62591 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8458279609504513, + "FN": 282, + "FP": 555, + "IoU": 0.7328439195659112, + "TN": 2099651, + "TP": 2296, + "n_pred": 2851, + "n_ref": 2578 + }, + "10": { + "Dice": 0.2341824157764996, + "FN": 4261, + "FP": 1331, + "IoU": 0.1326198231735691, + "TN": 2096337, + "TP": 855, + "n_pred": 2186, + "n_ref": 5116 + }, + "11": { + "Dice": 0.7217068645640075, + "FN": 484, + "FP": 716, + "IoU": 0.5645863570391872, + "TN": 2100028, + "TP": 1556, + "n_pred": 2272, + "n_ref": 2040 + }, + "12": { + "Dice": 0.5903890160183066, + "FN": 266, + "FP": 450, + "IoU": 0.41883116883116883, + "TN": 2101552, + "TP": 516, + "n_pred": 966, + "n_ref": 782 + }, + "13": { + "Dice": 0.6548451548451548, + "FN": 4125, + "FP": 4167, + "IoU": 0.486817675454883, + "TN": 2086626, + "TP": 7866, + "n_pred": 12033, + "n_ref": 11991 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 2102716, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.939228824583364, + "FN": 1972, + "FP": 2980, + "IoU": 0.8854207640158264, + "TN": 2059565, + "TP": 38267, + "n_pred": 41247, + "n_ref": 40239 + }, + "3": { + "Dice": 0.8014650544378105, + "FN": 706, + "FP": 3251, + "IoU": 0.6687039517749498, + "TN": 2090840, + "TP": 7987, + "n_pred": 11238, + "n_ref": 8693 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 2102757, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "5": { + "Dice": 0.7237943403746513, + "FN": 1289, + "FP": 97, + "IoU": 0.5671455340412243, + "TN": 2099582, + "TP": 1816, + "n_pred": 1913, + "n_ref": 3105 + }, + "6": { + "Dice": 0.9414154800610203, + "FN": 4193, + "FP": 11898, + "IoU": 0.8893153662546345, + "TN": 1957407, + "TP": 129286, + "n_pred": 141184, + "n_ref": 133479 + }, + "7": { + "Dice": 0.7363962802688518, + "FN": 25220, + "FP": 6273, + "IoU": 0.5827747012532789, + "TN": 2027302, + "TP": 43989, + "n_pred": 50262, + "n_ref": 69209 + }, + "8": { + "Dice": 0.9195931883925182, + "FN": 3066, + "FP": 3077, + "IoU": 0.851154563737249, + "TN": 2061513, + "TP": 35128, + "n_pred": 38205, + "n_ref": 38194 + }, + "9": { + "Dice": 0.8707652658269942, + "FN": 921, + "FP": 2188, + "IoU": 0.7711109475079143, + "TN": 2089201, + "TP": 10474, + "n_pred": 12662, + "n_ref": 11395 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0245.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": 0.8079800498753117, + "FN": 0, + "FP": 77, + "IoU": 0.6778242677824268, + "TN": 1226385, + "TP": 162, + "n_pred": 239, + "n_ref": 162 + }, + "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": 0.7982883010326779, + "FN": 26547, + "FP": 1971, + "IoU": 0.6642926932630167, + "TN": 1141675, + "TP": 56431, + "n_pred": 58402, + "n_ref": 82978 + }, + "3": { + "Dice": 0.6385557915373306, + "FN": 575, + "FP": 21549, + "IoU": 0.4690282477740178, + "TN": 1184957, + "TP": 19543, + "n_pred": 41092, + "n_ref": 20118 + }, + "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": 0.9585564167181779, + "FN": 5983, + "FP": 2733, + "IoU": 0.9204112753736999, + "TN": 1117111, + "TP": 100797, + "n_pred": 103530, + "n_ref": 106780 + }, + "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": 0.9130715150752583, + "FN": 4571, + "FP": 956, + "IoU": 0.8400474619436245, + "TN": 1192070, + "TP": 29027, + "n_pred": 29983, + "n_ref": 33598 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9753655828707375, + "FN": 1272, + "FP": 2611, + "IoU": 0.9519156945785967, + "TN": 1671566, + "TP": 76871, + "n_pred": 79482, + "n_ref": 78143 + }, + "10": { + "Dice": 0.9361269136487674, + "FN": 708, + "FP": 673, + "IoU": 0.8799234849143552, + "TN": 1740819, + "TP": 10120, + "n_pred": 10793, + "n_ref": 10828 + }, + "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": 0.15741370928536705, + "FN": 4009, + "FP": 47987, + "IoU": 0.08543084797636008, + "TN": 1695467, + "TP": 4857, + "n_pred": 52844, + "n_ref": 8866 + }, + "15": { + "Dice": 0.7750202414897737, + "FN": 3986, + "FP": 2405, + "IoU": 0.6326800390827059, + "TN": 1734921, + "TP": 11008, + "n_pred": 13413, + "n_ref": 14994 + }, + "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": 0.002335413730622106, + "FN": 24777, + "FP": 0, + "IoU": 0.0011690719987099895, + "TN": 1727514, + "TP": 29, + "n_pred": 29, + "n_ref": 24806 + }, + "5": { + "Dice": 0.0, + "FN": 88, + "FP": 2, + "IoU": 0.0, + "TN": 1752230, + "TP": 0, + "n_pred": 2, + "n_ref": 88 + }, + "6": { + "Dice": 0.8799190144029501, + "FN": 7115, + "FP": 34046, + "IoU": 0.7855851726059937, + "TN": 1560351, + "TP": 150808, + "n_pred": 184854, + "n_ref": 157923 + }, + "7": { + "Dice": 0.926833849910773, + "FN": 21209, + "FP": 6835, + "IoU": 0.8636443199719936, + "TN": 1546652, + "TP": 177624, + "n_pred": 184459, + "n_ref": 198833 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8650984157465195, + "FN": 265, + "FP": 16, + "IoU": 0.7622673434856176, + "TN": 1225442, + "TP": 901, + "n_pred": 917, + "n_ref": 1166 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1226621, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6650213378579876, + "FN": 6196, + "FP": 319, + "IoU": 0.49815128639654904, + "TN": 1213642, + "TP": 6467, + "n_pred": 6786, + "n_ref": 12663 + }, + "14": { + "Dice": 0.946093077429483, + "FN": 1638, + "FP": 2620, + "IoU": 0.8977007904283689, + "TN": 1185001, + "TP": 37365, + "n_pred": 39985, + "n_ref": 39003 + }, + "15": { + "Dice": 0.9270686234202671, + "FN": 8026, + "FP": 134, + "IoU": 0.8640521133565466, + "TN": 1166601, + "TP": 51863, + "n_pred": 51997, + "n_ref": 59889 + }, + "2": { + "Dice": 0.9700106396407768, + "FN": 767, + "FP": 896, + "IoU": 0.9417676307864696, + "TN": 1198066, + "TP": 26895, + "n_pred": 27791, + "n_ref": 27662 + }, + "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": 0.8835246205109218, + "FN": 1092, + "FP": 481, + "IoU": 0.7913516381482956, + "TN": 1219085, + "TP": 5966, + "n_pred": 6447, + "n_ref": 7058 + }, + "6": { + "Dice": 0.9739854039090681, + "FN": 5030, + "FP": 2723, + "IoU": 0.9492900077834245, + "TN": 1073735, + "TP": 145136, + "n_pred": 147859, + "n_ref": 150166 + }, + "7": { + "Dice": 0.9582330958391279, + "FN": 5956, + "FP": 381, + "IoU": 0.9198152600278375, + "TN": 1147594, + "TP": 72693, + "n_pred": 73074, + "n_ref": 78649 + }, + "8": { + "Dice": 0.9671780757744335, + "FN": 740, + "FP": 1502, + "IoU": 0.936442239546421, + "TN": 1191349, + "TP": 33033, + "n_pred": 34535, + "n_ref": 33773 + }, + "9": { + "Dice": 0.8529652792753936, + "FN": 1254, + "FP": 5564, + "IoU": 0.743626381890652, + "TN": 1200030, + "TP": 19776, + "n_pred": 25340, + "n_ref": 21030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9854454934852325, + "FN": 524, + "FP": 125, + "IoU": 0.9713085764809902, + "TN": 1729700, + "TP": 21971, + "n_pred": 22096, + "n_ref": 22495 + }, + "10": { + "Dice": 0.9624252775405636, + "FN": 363, + "FP": 77, + "IoU": 0.9275720164609054, + "TN": 1746245, + "TP": 5635, + "n_pred": 5712, + "n_ref": 5998 + }, + "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": 0.6655052264808362, + "FN": 34, + "FP": 158, + "IoU": 0.49869451697127937, + "TN": 1751937, + "TP": 191, + "n_pred": 349, + "n_ref": 225 + }, + "15": { + "Dice": 0.7455344790481754, + "FN": 3214, + "FP": 5063, + "IoU": 0.5943044799529458, + "TN": 1731918, + "TP": 12125, + "n_pred": 17188, + "n_ref": 15339 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9643113085853519, + "FN": 206, + "FP": 43, + "IoU": 0.9310822031552727, + "TN": 1748707, + "TP": 3364, + "n_pred": 3407, + "n_ref": 3570 + }, + "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": 0.919264935241066, + "FN": 4568, + "FP": 1385, + "IoU": 0.8505923100090352, + "TN": 1712476, + "TP": 33891, + "n_pred": 35276, + "n_ref": 38459 + }, + "7": { + "Dice": 0.9684126932676412, + "FN": 4836, + "FP": 2960, + "IoU": 0.938759799531822, + "TN": 1625018, + "TP": 119506, + "n_pred": 122466, + "n_ref": 124342 + }, + "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_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.2923016186340308, + "FN": 8143, + "FP": 820, + "IoU": 0.17116700573330867, + "TN": 1566274, + "TP": 1851, + "n_pred": 2671, + "n_ref": 9994 + }, + "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": 0.5435139573070608, + "FN": 2780, + "FP": 0, + "IoU": 0.37316798196166856, + "TN": 1572653, + "TP": 1655, + "n_pred": 1655, + "n_ref": 4435 + }, + "14": { + "Dice": 0.6758024985323278, + "FN": 78278, + "FP": 691, + "IoU": 0.5103487189662442, + "TN": 1415812, + "TP": 82307, + "n_pred": 82998, + "n_ref": 160585 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 7479, + "IoU": 0.0, + "TN": 1569609, + "TP": 0, + "n_pred": 7479, + "n_ref": 0 + }, + "2": { + "Dice": 0.5328128535867843, + "FN": 16077, + "FP": 439, + "IoU": 0.3631526181846225, + "TN": 1551154, + "TP": 9418, + "n_pred": 9857, + "n_ref": 25495 + }, + "3": { + "Dice": 0.12854936438160866, + "FN": 32, + "FP": 14638, + "IoU": 0.06868969019807009, + "TN": 1561336, + "TP": 1082, + "n_pred": 15720, + "n_ref": 1114 + }, + "4": { + "Dice": 0.9087621047719052, + "FN": 11591, + "FP": 2485, + "IoU": 0.8327809259061264, + "TN": 1492911, + "TP": 70101, + "n_pred": 72586, + "n_ref": 81692 + }, + "5": { + "Dice": 0.6457859728887766, + "FN": 4067, + "FP": 140, + "IoU": 0.4768714250186521, + "TN": 1569046, + "TP": 3835, + "n_pred": 3975, + "n_ref": 7902 + }, + "6": { + "Dice": 0.9789931756414516, + "FN": 4489, + "FP": 3225, + "IoU": 0.9588507660137413, + "TN": 1389624, + "TP": 179750, + "n_pred": 182975, + "n_ref": 184239 + }, + "7": { + "Dice": 0.5816124469589816, + "FN": 316, + "FP": 2642, + "IoU": 0.41005185480654166, + "TN": 1572074, + "TP": 2056, + "n_pred": 4698, + "n_ref": 2372 + }, + "8": { + "Dice": 0.9577900052762494, + "FN": 1226, + "FP": 1014, + "IoU": 0.9189990598105157, + "TN": 1549434, + "TP": 25414, + "n_pred": 26428, + "n_ref": 26640 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2549, + "IoU": 0.0, + "TN": 1574539, + "TP": 0, + "n_pred": 2549, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2708232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset114_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.6658917830679397, + "FN": 2083.371555555556, + "FP": 1997.3839999999996, + "IoU": 0.5843945555772478, + "TN": 1149492.063555556, + "TP": 14640.514222222224, + "n_pred": 16637.89822222222, + "n_ref": 16723.885777777778 + }, + "mean": { + "1": { + "Dice": 0.7885260278344931, + "FN": 1281.32, + "FP": 1230.7933333333335, + "IoU": 0.7459930724650523, + "TN": 1146611.84, + "TP": 19089.38, + "n_pred": 20320.173333333332, + "n_ref": 20370.7 + }, + "10": { + "Dice": 0.6751037077487049, + "FN": 2160.8333333333335, + "FP": 1412.6733333333334, + "IoU": 0.5653968692878839, + "TN": 1158350.5066666666, + "TP": 6289.32, + "n_pred": 7701.993333333334, + "n_ref": 8450.153333333332 + }, + "11": { + "Dice": 0.5247956378809665, + "FN": 123.6, + "FP": 106.54666666666667, + "IoU": 0.4189642589203434, + "TN": 1167663.5133333334, + "TP": 319.67333333333335, + "n_pred": 426.21999999999997, + "n_ref": 443.27333333333337 + }, + "12": { + "Dice": 0.457784490682476, + "FN": 184.9666666666667, + "FP": 118.53333333333333, + "IoU": 0.3633139312410362, + "TN": 1167493.1133333333, + "TP": 416.71999999999997, + "n_pred": 535.2533333333333, + "n_ref": 601.6866666666666 + }, + "13": { + "Dice": 0.4837601212830712, + "FN": 2380.433333333333, + "FP": 1401.42, + "IoU": 0.37178955915602463, + "TN": 1160813.2866666666, + "TP": 3618.1933333333336, + "n_pred": 5019.613333333333, + "n_ref": 5998.626666666666 + }, + "14": { + "Dice": 0.5263212838440682, + "FN": 2721.806666666667, + "FP": 3837.1399999999994, + "IoU": 0.4576829705039772, + "TN": 1151529.0, + "TP": 10125.386666666667, + "n_pred": 13962.526666666668, + "n_ref": 12847.193333333335 + }, + "15": { + "Dice": 0.6042555163656523, + "FN": 1373.4066666666665, + "FP": 1760.4666666666667, + "IoU": 0.5049429065464148, + "TN": 1159883.6933333334, + "TP": 5195.766666666666, + "n_pred": 6956.233333333333, + "n_ref": 6569.173333333334 + }, + "2": { + "Dice": 0.7464903525284167, + "FN": 1603.6799999999998, + "FP": 1443.2133333333334, + "IoU": 0.687826303263603, + "TN": 1150682.9866666668, + "TP": 14483.453333333335, + "n_pred": 15926.666666666668, + "n_ref": 16087.133333333331 + }, + "3": { + "Dice": 0.744876096686808, + "FN": 3679.473333333333, + "FP": 2102.9, + "IoU": 0.6858214714526043, + "TN": 1150205.2466666666, + "TP": 12225.713333333333, + "n_pred": 14328.613333333333, + "n_ref": 15905.186666666666 + }, + "4": { + "Dice": 0.5188569874838291, + "FN": 1418.4266666666667, + "FP": 735.7333333333332, + "IoU": 0.44186469913235377, + "TN": 1162992.8133333332, + "TP": 3066.3599999999997, + "n_pred": 3802.0933333333332, + "n_ref": 4484.786666666667 + }, + "5": { + "Dice": 0.6039816692819074, + "FN": 411.46000000000004, + "FP": 185.35999999999999, + "IoU": 0.4924532695570937, + "TN": 1166754.7333333334, + "TP": 861.78, + "n_pred": 1047.1399999999999, + "n_ref": 1273.2399999999998 + }, + "6": { + "Dice": 0.9058423172292926, + "FN": 7038.573333333334, + "FP": 9168.466666666667, + "IoU": 0.8522544405559381, + "TN": 1058638.4066666667, + "TP": 93367.88666666667, + "n_pred": 102536.35333333333, + "n_ref": 100406.46 + }, + "7": { + "Dice": 0.7619940330320399, + "FN": 5496.506666666666, + "FP": 4705.033333333333, + "IoU": 0.6917667080698762, + "TN": 1122695.3199999998, + "TP": 35316.47333333333, + "n_pred": 40021.50666666667, + "n_ref": 40812.979999999996 + }, + "8": { + "Dice": 0.9042816399579484, + "FN": 586.2733333333333, + "FP": 859.1933333333334, + "IoU": 0.8457152745679852, + "TN": 1156790.1866666668, + "TP": 9977.679999999998, + "n_pred": 10836.873333333333, + "n_ref": 10563.953333333333 + }, + "9": { + "Dice": 0.7415068641794204, + "FN": 789.8133333333334, + "FP": 893.2866666666666, + "IoU": 0.6401325989385309, + "TN": 1161276.3066666666, + "TP": 5253.926666666667, + "n_pred": 6147.213333333333, + "n_ref": 6043.74 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_000/summary.json b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_000/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6d35c4299da25dca9cc914aba4872a9fd681ba0a --- /dev/null +++ b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_000/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.478933344154067, + "FN": 58880.19466666667, + "FP": 134513.20266666668, + "IoU": 0.34835829598826035, + "TN": 96135857.10666665, + "TP": 127710.33600000002, + "n_pred": 262223.53866666666, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.6169911875195627, + "FN": 47528.82, + "FP": 122026.74, + "IoU": 0.47847404305178615, + "TN": 96140645.96, + "TP": 146759.32, + "n_pred": 268786.06, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.43268118044122816, + "FN": 38066.32, + "FP": 50100.44, + "IoU": 0.2934301555610322, + "TN": 96332637.84, + "TP": 36156.24, + "n_pred": 86256.68, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.570981242542398, + "FN": 1895.12, + "FP": 520.08, + "IoU": 0.42125868468625954, + "TN": 96452740.38, + "TP": 1805.26, + "n_pred": 2325.34, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.22607146290010757, + "FN": 3531.4, + "FP": 422.74, + "IoU": 0.14661865483359643, + "TN": 96452301.44, + "TP": 705.26, + "n_pred": 1128.0, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.355607634593368, + "FN": 38783.64, + "FP": 26209.38, + "IoU": 0.22679272347969706, + "TN": 96372893.32, + "TP": 19074.5, + "n_pred": 45283.88, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6105089855886022, + "FN": 51898.14, + "FP": 50146.3, + "IoU": 0.4858488170401358, + "TN": 96268456.4, + "TP": 86460.0, + "n_pred": 136606.3, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.5219832140961012, + "FN": 35404.18, + "FP": 7459.22, + "IoU": 0.3957597507735616, + "TN": 96395454.58, + "TP": 18642.86, + "n_pred": 26102.08, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.5267710051000737, + "FN": 70463.7, + "FP": 83249.64, + "IoU": 0.37092226593544725, + "TN": 96216869.5, + "TP": 86378.0, + "n_pred": 169627.64, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.48083404290758563, + "FN": 73706.22, + "FP": 69997.18, + "IoU": 0.345337346874482, + "TN": 96223561.08, + "TP": 89696.36, + "n_pred": 159693.54, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.2955424895998641, + "FN": 21605.02, + "FP": 5386.58, + "IoU": 0.20947310697905636, + "TN": 96424996.76, + "TP": 4972.48, + "n_pred": 10359.06, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.3068364582756203, + "FN": 13842.94, + "FP": 1500.62, + "IoU": 0.21088098178966422, + "TN": 96438308.06, + "TP": 3309.22, + "n_pred": 4809.84, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.651675566339936, + "FN": 226142.56, + "FP": 1287015.02, + "IoU": 0.5030741003312313, + "TN": 93810722.2, + "TP": 1133081.06, + "n_pred": 2420096.08, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.41630173648069063, + "FN": 185663.58, + "FP": 229899.0, + "IoU": 0.27624615203703123, + "TN": 95888137.18, + "TP": 153261.08, + "n_pred": 383160.08, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.6722976766360589, + "FN": 25448.04, + "FP": 76079.46, + "IoU": 0.5156468930832019, + "TN": 96248512.2, + "TP": 106921.14, + "n_pred": 183000.6, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.49891627928980886, + "FN": 49223.24, + "FP": 7685.64, + "IoU": 0.3456107633677211, + "TN": 96371619.7, + "TP": 28432.26, + "n_pred": 36117.9, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.47797299974188284, + "FN": 13064, + "FP": 160866, + "IoU": 0.31403713578065595, + "TN": 119339764, + "TP": 79626, + "n_pred": 240492, + "n_ref": 92690 + }, + "10": { + "Dice": 0.48531128590840367, + "FN": 37298, + "FP": 43381, + "IoU": 0.3204033154755888, + "TN": 119474604, + "TP": 38037, + "n_pred": 81418, + "n_ref": 75335 + }, + "11": { + "Dice": 0.6042524005486969, + "FN": 1784, + "FP": 524, + "IoU": 0.4329238329238329, + "TN": 119589250, + "TP": 1762, + "n_pred": 2286, + "n_ref": 3546 + }, + "12": { + "Dice": 0.5121912851974202, + "FN": 2837, + "FP": 264, + "IoU": 0.34425882850496936, + "TN": 119588591, + "TP": 1628, + "n_pred": 1892, + "n_ref": 4465 + }, + "13": { + "Dice": 0.24617017733744068, + "FN": 40930, + "FP": 31504, + "IoU": 0.14036149582843782, + "TN": 119509059, + "TP": 11827, + "n_pred": 43331, + "n_ref": 52757 + }, + "14": { + "Dice": 0.3024625218641538, + "FN": 197943, + "FP": 30564, + "IoU": 0.1781772277548202, + "TN": 119315271, + "TP": 49542, + "n_pred": 80106, + "n_ref": 247485 + }, + "15": { + "Dice": 0.6843755409798227, + "FN": 15073, + "FP": 1336, + "IoU": 0.5201906488493816, + "TN": 119559121, + "TP": 17790, + "n_pred": 19126, + "n_ref": 32863 + }, + "2": { + "Dice": 0.6404697347605894, + "FN": 52336, + "FP": 46981, + "IoU": 0.4710963419764723, + "TN": 119405541, + "TP": 88462, + "n_pred": 135443, + "n_ref": 140798 + }, + "3": { + "Dice": 0.6570119713758198, + "FN": 42805, + "FP": 90392, + "IoU": 0.48921655098362543, + "TN": 119332550, + "TP": 127573, + "n_pred": 217965, + "n_ref": 170378 + }, + "4": { + "Dice": 0.22928048683927743, + "FN": 67569, + "FP": 568, + "IoU": 0.12948436222403925, + "TN": 119515048, + "TP": 10135, + "n_pred": 10703, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 6632, + "IoU": 0.0, + "TN": 119522424, + "TP": 0, + "n_pred": 6632, + "n_ref": 64264 + }, + "6": { + "Dice": 0.7564976879113159, + "FN": 268822, + "FP": 319005, + "IoU": 0.6083604996605458, + "TN": 118092381, + "TP": 913112, + "n_pred": 1232117, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 444014, + "IoU": 0.0, + "TN": 119149306, + "TP": 0, + "n_pred": 444014, + "n_ref": 0 + }, + "8": { + "Dice": 0.6257801275788748, + "FN": 68720, + "FP": 191752, + "IoU": 0.4553711819611254, + "TN": 119115064, + "TP": 217784, + "n_pred": 409536, + "n_ref": 286504 + }, + "9": { + "Dice": 0.571277000203358, + "FN": 44228, + "FP": 4261, + "IoU": 0.3998514759576706, + "TN": 119512525, + "TP": 32306, + "n_pred": 36567, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7950831224944835, + "FN": 16509, + "FP": 72178, + "IoU": 0.6598655370655171, + "TN": 72564919, + "TP": 172054, + "n_pred": 244232, + "n_ref": 188563 + }, + "10": { + "Dice": 0.300778477518786, + "FN": 41753, + "FP": 82377, + "IoU": 0.17700957381918478, + "TN": 72674832, + "TP": 26698, + "n_pred": 109075, + "n_ref": 68451 + }, + "11": { + "Dice": 0.5791471310560393, + "FN": 950, + "FP": 935, + "IoU": 0.40760527969830296, + "TN": 72822478, + "TP": 1297, + "n_pred": 2232, + "n_ref": 2247 + }, + "12": { + "Dice": 0.0, + "FN": 2874, + "FP": 300, + "IoU": 0.0, + "TN": 72822486, + "TP": 0, + "n_pred": 300, + "n_ref": 2874 + }, + "13": { + "Dice": 0.3908108352552797, + "FN": 32899, + "FP": 20985, + "IoU": 0.24286196043165467, + "TN": 72754492, + "TP": 17284, + "n_pred": 38269, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7806798395033689, + "FN": 9860, + "FP": 27801, + "IoU": 0.6402582888364584, + "TN": 72720971, + "TP": 67028, + "n_pred": 94829, + "n_ref": 76888 + }, + "15": { + "Dice": 0.7528195488721805, + "FN": 16048, + "FP": 1310, + "IoU": 0.6036171816126601, + "TN": 72781869, + "TP": 26433, + "n_pred": 27743, + "n_ref": 42481 + }, + "2": { + "Dice": 0.6362289527588473, + "FN": 12378, + "FP": 128807, + "IoU": 0.46652182127337993, + "TN": 72561010, + "TP": 123465, + "n_pred": 252272, + "n_ref": 135843 + }, + "3": { + "Dice": 0.36262911945946247, + "FN": 94516, + "FP": 20191, + "IoU": 0.22147036066730919, + "TN": 72678322, + "TP": 32631, + "n_pred": 52822, + "n_ref": 127147 + }, + "4": { + "Dice": 0.5590902989510824, + "FN": 12432, + "FP": 10561, + "IoU": 0.3880120305554816, + "TN": 72788089, + "TP": 14578, + "n_pred": 25139, + "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": 0.6661826635286062, + "FN": 133735, + "FP": 942658, + "IoU": 0.4994556940540214, + "TN": 70675215, + "TP": 1074052, + "n_pred": 2016710, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.550531941243726, + "FN": 99965, + "FP": 126864, + "IoU": 0.3798165388453704, + "TN": 72459915, + "TP": 138916, + "n_pred": 265780, + "n_ref": 238881 + }, + "8": { + "Dice": 0.45447337383668496, + "FN": 12339, + "FP": 97745, + "IoU": 0.2940572916332669, + "TN": 72669721, + "TP": 45855, + "n_pred": 143600, + "n_ref": 58194 + }, + "9": { + "Dice": 0.5285362247412518, + "FN": 48494, + "FP": 4119, + "IoU": 0.3591907824222937, + "TN": 72743556, + "TP": 29491, + "n_pred": 33610, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6123558284336681, + "FN": 83508, + "FP": 139996, + "IoU": 0.4412916805195519, + "TN": 71409451, + "TP": 176533, + "n_pred": 316529, + "n_ref": 260041 + }, + "10": { + "Dice": 0.6013123040400141, + "FN": 36854, + "FP": 38551, + "IoU": 0.4299117707096901, + "TN": 71677219, + "TP": 56864, + "n_pred": 95415, + "n_ref": 93718 + }, + "11": { + "Dice": 0.5103174603174603, + "FN": 2083, + "FP": 385, + "IoU": 0.3425679275439531, + "TN": 71805734, + "TP": 1286, + "n_pred": 1671, + "n_ref": 3369 + }, + "12": { + "Dice": 0.13403310456197012, + "FN": 6011, + "FP": 424, + "IoU": 0.07183037646040676, + "TN": 71802555, + "TP": 498, + "n_pred": 922, + "n_ref": 6509 + }, + "13": { + "Dice": 0.4991489641812659, + "FN": 37361, + "FP": 15900, + "IoU": 0.33257728599892233, + "TN": 71729687, + "TP": 26540, + "n_pred": 42440, + "n_ref": 63901 + }, + "14": { + "Dice": 0.7462433410543715, + "FN": 211117, + "FP": 428, + "IoU": 0.5952058844352937, + "TN": 71286889, + "TP": 311054, + "n_pred": 311482, + "n_ref": 522171 + }, + "15": { + "Dice": 0.0, + "FN": 180663, + "FP": 4399, + "IoU": 0.0, + "TN": 71624426, + "TP": 0, + "n_pred": 4399, + "n_ref": 180663 + }, + "2": { + "Dice": 0.5887344712265924, + "FN": 24701, + "FP": 145989, + "IoU": 0.4171677542058915, + "TN": 71516625, + "TP": 122173, + "n_pred": 268162, + "n_ref": 146874 + }, + "3": { + "Dice": 0.10752825707865935, + "FN": 172385, + "FP": 36938, + "IoU": 0.056818949863247016, + "TN": 71587555, + "TP": 12610, + "n_pred": 49548, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7282618232868299, + "FN": 5675, + "FP": 519, + "IoU": 0.572650752035325, + "TN": 71794994, + "TP": 8300, + "n_pred": 8819, + "n_ref": 13975 + }, + "5": { + "Dice": 0.4242946370880896, + "FN": 7388, + "FP": 631, + "IoU": 0.2692728266812466, + "TN": 71798514, + "TP": 2955, + "n_pred": 3586, + "n_ref": 10343 + }, + "6": { + "Dice": 0.7899532559584226, + "FN": 84661, + "FP": 534101, + "IoU": 0.6528287108314219, + "TN": 70027192, + "TP": 1163534, + "n_pred": 1697635, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7453400245800901, + "FN": 45925, + "FP": 83373, + "IoU": 0.5940573854128403, + "TN": 71490975, + "TP": 189215, + "n_pred": 272588, + "n_ref": 235140 + }, + "8": { + "Dice": 0.5936492952703363, + "FN": 8285, + "FP": 91583, + "IoU": 0.4221203809788332, + "TN": 71636670, + "TP": 72950, + "n_pred": 164533, + "n_ref": 81235 + }, + "9": { + "Dice": 0.3768520819586436, + "FN": 66168, + "FP": 6549, + "IoU": 0.23217359167942558, + "TN": 71714783, + "TP": 21988, + "n_pred": 28537, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8362644689281789, + "FN": 26678, + "FP": 46751, + "IoU": 0.7186035371438426, + "TN": 135184565, + "TP": 187516, + "n_pred": 234267, + "n_ref": 214194 + }, + "10": { + "Dice": 0.38018232263178753, + "FN": 63553, + "FP": 6818, + "IoU": 0.23470686111382988, + "TN": 135353557, + "TP": 21582, + "n_pred": 28400, + "n_ref": 85135 + }, + "11": { + "Dice": 0.12454966546577458, + "FN": 3305, + "FP": 97, + "IoU": 0.066410537870472, + "TN": 135441866, + "TP": 242, + "n_pred": 339, + "n_ref": 3547 + }, + "12": { + "Dice": 0.0, + "FN": 5508, + "FP": 351, + "IoU": 0.0, + "TN": 135439651, + "TP": 0, + "n_pred": 351, + "n_ref": 5508 + }, + "13": { + "Dice": 0.41555881104615344, + "FN": 25397, + "FP": 17290, + "IoU": 0.26227468330366555, + "TN": 135387647, + "TP": 15176, + "n_pred": 32466, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8731589947136409, + "FN": 18723, + "FP": 17388, + "IoU": 0.7748732879060866, + "TN": 135285107, + "TP": 124292, + "n_pred": 141680, + "n_ref": 143015 + }, + "15": { + "Dice": 0.5906888924852997, + "FN": 23925, + "FP": 14012, + "IoU": 0.4191330709987598, + "TN": 135380199, + "TP": 27374, + "n_pred": 41386, + "n_ref": 51299 + }, + "2": { + "Dice": 0.2800149366193896, + "FN": 167546, + "FP": 48402, + "IoU": 0.1628007955307609, + "TN": 135187569, + "TP": 41993, + "n_pred": 90395, + "n_ref": 209539 + }, + "3": { + "Dice": 0.6298705589290552, + "FN": 36212, + "FP": 187854, + "IoU": 0.459716096923459, + "TN": 135030791, + "TP": 190653, + "n_pred": 378507, + "n_ref": 226865 + }, + "4": { + "Dice": 0.3644161895016438, + "FN": 28472, + "FP": 721, + "IoU": 0.22280496246206272, + "TN": 135407948, + "TP": 8369, + "n_pred": 9090, + "n_ref": 36841 + }, + "5": { + "Dice": 0.16626057963580404, + "FN": 25451, + "FP": 555, + "IoU": 0.09066750585684814, + "TN": 135416911, + "TP": 2593, + "n_pred": 3148, + "n_ref": 28044 + }, + "6": { + "Dice": 0.8703144730791023, + "FN": 292228, + "FP": 116104, + "IoU": 0.770404198636815, + "TN": 133667028, + "TP": 1370150, + "n_pred": 1486254, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.2020759149049196, + "FN": 150279, + "FP": 234247, + "IoU": 0.11239401962526863, + "TN": 135012293, + "TP": 48691, + "n_pred": 282938, + "n_ref": 198970 + }, + "8": { + "Dice": 0.5870401429534304, + "FN": 102372, + "FP": 161084, + "IoU": 0.41546838009997494, + "TN": 134994797, + "TP": 187257, + "n_pred": 348341, + "n_ref": 289629 + }, + "9": { + "Dice": 0.19030259495375773, + "FN": 87437, + "FP": 2739, + "IoU": 0.10515713534379248, + "TN": 135344737, + "TP": 10597, + "n_pred": 13336, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.504826620320127, + "FN": 96894, + "FP": 215653, + "IoU": 0.3376375122651086, + "TN": 105282138, + "TP": 159320, + "n_pred": 374973, + "n_ref": 256214 + }, + "10": { + "Dice": 0.1843275985219597, + "FN": 44098, + "FP": 100931, + "IoU": 0.10152029538583536, + "TN": 105592589, + "TP": 16387, + "n_pred": 117318, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6831067961165048, + "FN": 710, + "FP": 922, + "IoU": 0.5187260395163669, + "TN": 105750614, + "TP": 1759, + "n_pred": 2681, + "n_ref": 2469 + }, + "12": { + "Dice": 0.4489182692307692, + "FN": 2910, + "FP": 758, + "IoU": 0.289422704378148, + "TN": 105748843, + "TP": 1494, + "n_pred": 2252, + "n_ref": 4404 + }, + "13": { + "Dice": 0.43015846162521854, + "FN": 50390, + "FP": 30450, + "IoU": 0.2740139377828867, + "TN": 105642653, + "TP": 30512, + "n_pred": 60962, + "n_ref": 80902 + }, + "14": { + "Dice": 0.8483559953220913, + "FN": 39486, + "FP": 16790, + "IoU": 0.736647776462275, + "TN": 105540314, + "TP": 157415, + "n_pred": 174205, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8009719380298158, + "FN": 6011, + "FP": 4883, + "IoU": 0.6680176748438215, + "TN": 105721190, + "TP": 21921, + "n_pred": 26804, + "n_ref": 27932 + }, + "2": { + "Dice": 0.6201188845568383, + "FN": 34953, + "FP": 109542, + "IoU": 0.44940022558224607, + "TN": 105491573, + "TP": 117937, + "n_pred": 227479, + "n_ref": 152890 + }, + "3": { + "Dice": 0.686108093427485, + "FN": 50200, + "FP": 60752, + "IoU": 0.522195235388352, + "TN": 105521793, + "TP": 121260, + "n_pred": 182012, + "n_ref": 171460 + }, + "4": { + "Dice": 0.2719672296276399, + "FN": 32754, + "FP": 10612, + "IoU": 0.1573854583608596, + "TN": 105702539, + "TP": 8100, + "n_pred": 18712, + "n_ref": 40854 + }, + "5": { + "Dice": 0.09445432977461447, + "FN": 11728, + "FP": 486, + "IoU": 0.04956812699400825, + "TN": 105741154, + "TP": 637, + "n_pred": 1123, + "n_ref": 12365 + }, + "6": { + "Dice": 0.5573853683057723, + "FN": 254807, + "FP": 1780918, + "IoU": 0.3863716311064798, + "TN": 102436484, + "TP": 1281796, + "n_pred": 3062714, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.37216777930757866, + "FN": 75381, + "FP": 575789, + "IoU": 0.22862784909692468, + "TN": 104909834, + "TP": 193001, + "n_pred": 768790, + "n_ref": 268382 + }, + "8": { + "Dice": 0.5394283282973836, + "FN": 7528, + "FP": 131029, + "IoU": 0.36932684561009027, + "TN": 105534308, + "TP": 81140, + "n_pred": 212169, + "n_ref": 88668 + }, + "9": { + "Dice": 0.6452665398616543, + "FN": 29518, + "FP": 20277, + "IoU": 0.4763051617517143, + "TN": 105658921, + "TP": 45289, + "n_pred": 65566, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7095443304159817, + "FN": 13686, + "FP": 182450, + "IoU": 0.5498401434004356, + "TN": 96702177, + "TP": 239567, + "n_pred": 422017, + "n_ref": 253253 + }, + "10": { + "Dice": 0.7325820884922232, + "FN": 19739, + "FP": 48037, + "IoU": 0.578011468703887, + "TN": 96977269, + "TP": 92835, + "n_pred": 140872, + "n_ref": 112574 + }, + "11": { + "Dice": 0.6174078560304551, + "FN": 1777, + "FP": 434, + "IoU": 0.44655819774718397, + "TN": 97133885, + "TP": 1784, + "n_pred": 2218, + "n_ref": 3561 + }, + "12": { + "Dice": 0.6316632349576756, + "FN": 1757, + "FP": 1463, + "IoU": 0.4616284902190269, + "TN": 97131899, + "TP": 2761, + "n_pred": 4224, + "n_ref": 4518 + }, + "13": { + "Dice": 0.5251015670342426, + "FN": 17326, + "FP": 41588, + "IoU": 0.35602557796360057, + "TN": 97046395, + "TP": 32571, + "n_pred": 74159, + "n_ref": 49897 + }, + "14": { + "Dice": 0.7994616360233794, + "FN": 84188, + "FP": 6254, + "IoU": 0.6659192742289975, + "TN": 96867161, + "TP": 180277, + "n_pred": 186531, + "n_ref": 264465 + }, + "15": { + "Dice": 0.6280394869510165, + "FN": 8980, + "FP": 6883, + "IoU": 0.45776790292257735, + "TN": 97108625, + "TP": 13392, + "n_pred": 20275, + "n_ref": 22372 + }, + "2": { + "Dice": 0.3390861514632372, + "FN": 101881, + "FP": 38930, + "IoU": 0.20415637557719588, + "TN": 96960947, + "TP": 36122, + "n_pred": 75052, + "n_ref": 138003 + }, + "3": { + "Dice": 0.6682105371499683, + "FN": 15634, + "FP": 126205, + "IoU": 0.5017388677336406, + "TN": 96853212, + "TP": 142829, + "n_pred": 269034, + "n_ref": 158463 + }, + "4": { + "Dice": 0.0015227874261266813, + "FN": 27475, + "FP": 64, + "IoU": 0.0007619738751814223, + "TN": 97110320, + "TP": 21, + "n_pred": 85, + "n_ref": 27496 + }, + "5": { + "Dice": 0.23941235150086151, + "FN": 11993, + "FP": 4781, + "IoU": 0.13598434119707428, + "TN": 97118466, + "TP": 2640, + "n_pred": 7421, + "n_ref": 14633 + }, + "6": { + "Dice": 0.6548082775252121, + "FN": 244792, + "FP": 1078972, + "IoU": 0.48677691557642244, + "TN": 94558565, + "TP": 1255551, + "n_pred": 2334523, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.6553428880627113, + "FN": 90141, + "FP": 82475, + "IoU": 0.4873680302917811, + "TN": 96801155, + "TP": 164109, + "n_pred": 246584, + "n_ref": 254250 + }, + "8": { + "Dice": 0.7196573146655558, + "FN": 8857, + "FP": 84011, + "IoU": 0.5620817949044405, + "TN": 96925813, + "TP": 119199, + "n_pred": 203210, + "n_ref": 128056 + }, + "9": { + "Dice": 0.5936069997820949, + "FN": 33166, + "FP": 15324, + "IoU": 0.4220776125095347, + "TN": 97053976, + "TP": 35414, + "n_pred": 50738, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5865171785011465, + "FN": 11076, + "FP": 217948, + "IoU": 0.41494468102499127, + "TN": 130375335, + "TP": 162433, + "n_pred": 380381, + "n_ref": 173509 + }, + "10": { + "Dice": 0.3817220812387864, + "FN": 53632, + "FP": 22870, + "IoU": 0.2358816596416229, + "TN": 130666674, + "TP": 23616, + "n_pred": 46486, + "n_ref": 77248 + }, + "11": { + "Dice": 0.6785496648385131, + "FN": 1822, + "FP": 288, + "IoU": 0.5134885865805856, + "TN": 130762455, + "TP": 2227, + "n_pred": 2515, + "n_ref": 4049 + }, + "12": { + "Dice": 0.0, + "FN": 3328, + "FP": 908, + "IoU": 0.0, + "TN": 130762556, + "TP": 0, + "n_pred": 908, + "n_ref": 3328 + }, + "13": { + "Dice": 0.2345987312455946, + "FN": 49718, + "FP": 26294, + "IoU": 0.13288691664480212, + "TN": 130679131, + "TP": 11649, + "n_pred": 37943, + "n_ref": 61367 + }, + "14": { + "Dice": 0.7753802454239206, + "FN": 25123, + "FP": 52690, + "IoU": 0.6331600013200263, + "TN": 130554675, + "TP": 134304, + "n_pred": 186994, + "n_ref": 159427 + }, + "15": { + "Dice": 0.7884959164359073, + "FN": 6295, + "FP": 5773, + "IoU": 0.6508404941700663, + "TN": 130732229, + "TP": 22495, + "n_pred": 28268, + "n_ref": 28790 + }, + "2": { + "Dice": 0.46034637154684466, + "FN": 98217, + "FP": 61480, + "IoU": 0.29899346388014625, + "TN": 130538981, + "TP": 68114, + "n_pred": 129594, + "n_ref": 166331 + }, + "3": { + "Dice": 0.6227468454544045, + "FN": 45580, + "FP": 100380, + "IoU": 0.45216585157132616, + "TN": 130500361, + "TP": 120471, + "n_pred": 220851, + "n_ref": 166051 + }, + "4": { + "Dice": 0.0, + "FN": 29936, + "FP": 33, + "IoU": 0.0, + "TN": 130736823, + "TP": 0, + "n_pred": 33, + "n_ref": 29936 + }, + "5": { + "Dice": 0.4041293676003465, + "FN": 22912, + "FP": 1850, + "IoU": 0.25323441599565727, + "TN": 130733633, + "TP": 8397, + "n_pred": 10247, + "n_ref": 31309 + }, + "6": { + "Dice": 0.6738272483961886, + "FN": 255401, + "FP": 791820, + "IoU": 0.5080991504170881, + "TN": 128637865, + "TP": 1081706, + "n_pred": 1873526, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.4718216808668943, + "FN": 240408, + "FP": 218889, + "IoU": 0.3087477913798345, + "TN": 130102350, + "TP": 205145, + "n_pred": 424034, + "n_ref": 445553 + }, + "8": { + "Dice": 0.7711332884017268, + "FN": 28274, + "FP": 91597, + "IoU": 0.6275158087721207, + "TN": 130444977, + "TP": 201944, + "n_pred": 293541, + "n_ref": 230218 + }, + "9": { + "Dice": 0.22264353545183047, + "FN": 88759, + "FP": 3905, + "IoU": 0.1252666754771839, + "TN": 130660858, + "TP": 13270, + "n_pred": 17175, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6315616568863776, + "FN": 47048, + "FP": 132394, + "IoU": 0.4615199947184895, + "TN": 71902770, + "TP": 153796, + "n_pred": 286190, + "n_ref": 200844 + }, + "10": { + "Dice": 0.25300083406868373, + "FN": 41733, + "FP": 81861, + "IoU": 0.14482023746920927, + "TN": 72091484, + "TP": 20930, + "n_pred": 102791, + "n_ref": 62663 + }, + "11": { + "Dice": 0.33605600933488916, + "FN": 2111, + "FP": 165, + "IoU": 0.20196353436185133, + "TN": 72233156, + "TP": 576, + "n_pred": 741, + "n_ref": 2687 + }, + "12": { + "Dice": 0.008097165991902834, + "FN": 4054, + "FP": 111, + "IoU": 0.0040650406504065045, + "TN": 72231826, + "TP": 17, + "n_pred": 128, + "n_ref": 4071 + }, + "13": { + "Dice": 0.40048256725781156, + "FN": 45541, + "FP": 29000, + "IoU": 0.2503771194110903, + "TN": 72136570, + "TP": 24897, + "n_pred": 53897, + "n_ref": 70438 + }, + "14": { + "Dice": 0.3386295771189595, + "FN": 31092, + "FP": 135908, + "IoU": 0.20382545184097486, + "TN": 72026255, + "TP": 42753, + "n_pred": 178661, + "n_ref": 73845 + }, + "15": { + "Dice": 0.7738522512714964, + "FN": 5569, + "FP": 7726, + "IoU": 0.631124798845791, + "TN": 72199966, + "TP": 22747, + "n_pred": 30473, + "n_ref": 28316 + }, + "2": { + "Dice": 0.24364786505007907, + "FN": 101874, + "FP": 55954, + "IoU": 0.13872381295395883, + "TN": 72052759, + "TP": 25421, + "n_pred": 81375, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7482027093650432, + "FN": 15726, + "FP": 86931, + "IoU": 0.5977027710177641, + "TN": 71980831, + "TP": 152520, + "n_pred": 239451, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1119, + "IoU": 0.0, + "TN": 72234889, + "TP": 0, + "n_pred": 1119, + "n_ref": 0 + }, + "5": { + "Dice": 0.807330044210931, + "FN": 1927, + "FP": 1080, + "IoU": 0.6769098527989685, + "TN": 72226701, + "TP": 6300, + "n_pred": 7380, + "n_ref": 8227 + }, + "6": { + "Dice": 0.533086247445696, + "FN": 426290, + "FP": 1475234, + "IoU": 0.3634066737171459, + "TN": 69248977, + "TP": 1085507, + "n_pred": 2560741, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.27022694885377435, + "FN": 219227, + "FP": 429099, + "IoU": 0.1562210422197928, + "TN": 71467648, + "TP": 120034, + "n_pred": 549133, + "n_ref": 339261 + }, + "8": { + "Dice": 0.7247678385441029, + "FN": 9474, + "FP": 34657, + "IoU": 0.5683418756602371, + "TN": 72133772, + "TP": 58105, + "n_pred": 92762, + "n_ref": 67579 + }, + "9": { + "Dice": 0.24658715760045208, + "FN": 41329, + "FP": 9335, + "IoU": 0.14063268594690867, + "TN": 72177053, + "TP": 8291, + "n_pred": 17626, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.005230690142655186, + "FN": 88585, + "FP": 66221, + "IoU": 0.0026222030371167364, + "TN": 52397907, + "TP": 407, + "n_pred": 66628, + "n_ref": 88992 + }, + "10": { + "Dice": 0.05402554345778548, + "FN": 45750, + "FP": 4468, + "IoU": 0.027762719739797104, + "TN": 52501468, + "TP": 1434, + "n_pred": 5902, + "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": 0.1173968771848054, + "FN": 19600, + "FP": 10698, + "IoU": 0.06235880295856157, + "TN": 52520807, + "TP": 2015, + "n_pred": 12713, + "n_ref": 21615 + }, + "14": { + "Dice": 0.38952856295710614, + "FN": 40072, + "FP": 9342, + "IoU": 0.2418723822089937, + "TN": 52487941, + "TP": 15765, + "n_pred": 25107, + "n_ref": 55837 + }, + "15": { + "Dice": 0.6188386135716756, + "FN": 13637, + "FP": 692, + "IoU": 0.4480567004352683, + "TN": 52527159, + "TP": 11632, + "n_pred": 12324, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5664305130191998, + "FN": 42971, + "FP": 98031, + "IoU": 0.39511897969601945, + "TN": 52320013, + "TP": 92105, + "n_pred": 190136, + "n_ref": 135076 + }, + "3": { + "Dice": 0.0, + "FN": 143093, + "FP": 2454, + "IoU": 0.0, + "TN": 52407573, + "TP": 0, + "n_pred": 2454, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 13513, + "IoU": 0.0, + "TN": 52537727, + "TP": 0, + "n_pred": 13513, + "n_ref": 1880 + }, + "5": { + "Dice": 0.5831541553706646, + "FN": 3163, + "FP": 1296, + "IoU": 0.4115861704935339, + "TN": 52545542, + "TP": 3119, + "n_pred": 4415, + "n_ref": 6282 + }, + "6": { + "Dice": 0.6834499956529945, + "FN": 128209, + "FP": 468917, + "IoU": 0.519121942498476, + "TN": 51311379, + "TP": 644615, + "n_pred": 1113532, + "n_ref": 772824 + }, + "7": { + "Dice": 0.2709045278759363, + "FN": 158144, + "FP": 29819, + "IoU": 0.1566741294760031, + "TN": 52330237, + "TP": 34920, + "n_pred": 64739, + "n_ref": 193064 + }, + "8": { + "Dice": 0.6372304240845275, + "FN": 24311, + "FP": 15791, + "IoU": 0.46759953798972426, + "TN": 52477797, + "TP": 35221, + "n_pred": 51012, + "n_ref": 59532 + }, + "9": { + "Dice": 0.258036327320392, + "FN": 65688, + "FP": 5634, + "IoU": 0.1481295685824853, + "TN": 52469396, + "TP": 12402, + "n_pred": 18036, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7310203099820217, + "FN": 29846, + "FP": 163605, + "IoU": 0.5760693537748149, + "TN": 143680923, + "TP": 262876, + "n_pred": 426481, + "n_ref": 292722 + }, + "10": { + "Dice": 0.5889878512101847, + "FN": 51228, + "FP": 14439, + "IoU": 0.4174222395713196, + "TN": 144024532, + "TP": 47051, + "n_pred": 61490, + "n_ref": 98279 + }, + "11": { + "Dice": 0.45607646791078743, + "FN": 4615, + "FP": 165, + "IoU": 0.2954009433962264, + "TN": 144130466, + "TP": 2004, + "n_pred": 2169, + "n_ref": 6619 + }, + "12": { + "Dice": 0.2728708889846331, + "FN": 4696, + "FP": 367, + "IoU": 0.15799101945784133, + "TN": 144131237, + "TP": 950, + "n_pred": 1317, + "n_ref": 5646 + }, + "13": { + "Dice": 0.34369258709164247, + "FN": 79888, + "FP": 13349, + "IoU": 0.20750531236719083, + "TN": 144019600, + "TP": 24413, + "n_pred": 37762, + "n_ref": 104301 + }, + "14": { + "Dice": 0.7396028816683407, + "FN": 166729, + "FP": 4636, + "IoU": 0.5868014698790532, + "TN": 143722522, + "TP": 243363, + "n_pred": 247999, + "n_ref": 410092 + }, + "15": { + "Dice": 0.26149839299567773, + "FN": 17947, + "FP": 8707, + "IoU": 0.15041596277053518, + "TN": 144105877, + "TP": 4719, + "n_pred": 13426, + "n_ref": 22666 + }, + "2": { + "Dice": 0.4120519558950502, + "FN": 94370, + "FP": 30245, + "IoU": 0.2594870514968921, + "TN": 143968968, + "TP": 43667, + "n_pred": 73912, + "n_ref": 138037 + }, + "3": { + "Dice": 0.6874786754056743, + "FN": 30130, + "FP": 100853, + "IoU": 0.5237847664061079, + "TN": 143862200, + "TP": 144067, + "n_pred": 244920, + "n_ref": 174197 + }, + "4": { + "Dice": 0.04584548238616567, + "FN": 49920, + "FP": 2111, + "IoU": 0.023460520635873953, + "TN": 144083969, + "TP": 1250, + "n_pred": 3361, + "n_ref": 51170 + }, + "5": { + "Dice": 0.307525492548332, + "FN": 25467, + "FP": 4549, + "IoU": 0.18170169842697856, + "TN": 144100569, + "TP": 6665, + "n_pred": 11214, + "n_ref": 32132 + }, + "6": { + "Dice": 0.5325101874221277, + "FN": 150141, + "FP": 1971648, + "IoU": 0.3628714713096996, + "TN": 140807013, + "TP": 1208448, + "n_pred": 3180096, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.5714178735640791, + "FN": 96449, + "FP": 132479, + "IoU": 0.39998951617130574, + "TN": 143755710, + "TP": 152612, + "n_pred": 285091, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7850755341989968, + "FN": 26363, + "FP": 84650, + "IoU": 0.6461928756051465, + "TN": 143823483, + "TP": 202754, + "n_pred": 287404, + "n_ref": 229117 + }, + "9": { + "Dice": 0.5108201181922537, + "FN": 58415, + "FP": 10621, + "IoU": 0.3430210980101065, + "TN": 144032169, + "TP": 36045, + "n_pred": 46666, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.785795111875798, + "FN": 19224, + "FP": 86973, + "IoU": 0.6471684635446949, + "TN": 111477935, + "TP": 194788, + "n_pred": 281761, + "n_ref": 214012 + }, + "10": { + "Dice": 0.5177698682532936, + "FN": 26509, + "FP": 9801, + "IoU": 0.3493181370177231, + "TN": 111723117, + "TP": 19493, + "n_pred": 29294, + "n_ref": 46002 + }, + "11": { + "Dice": 0.14107274063188832, + "FN": 3507, + "FP": 0, + "IoU": 0.07588932806324111, + "TN": 111775125, + "TP": 288, + "n_pred": 288, + "n_ref": 3795 + }, + "12": { + "Dice": 0.0155299055613851, + "FN": 4623, + "FP": 68, + "IoU": 0.007825719120135364, + "TN": 111774192, + "TP": 37, + "n_pred": 105, + "n_ref": 4660 + }, + "13": { + "Dice": 0.5153692194248394, + "FN": 28481, + "FP": 17525, + "IoU": 0.34713628881194303, + "TN": 111708452, + "TP": 24462, + "n_pred": 41987, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6741170541118058, + "FN": 11056, + "FP": 67181, + "IoU": 0.5084287841565247, + "TN": 111619763, + "TP": 80920, + "n_pred": 148101, + "n_ref": 91976 + }, + "15": { + "Dice": 0.6946265761396703, + "FN": 1780, + "FP": 6091, + "IoU": 0.5321286334185341, + "TN": 111762097, + "TP": 8952, + "n_pred": 15043, + "n_ref": 10732 + }, + "2": { + "Dice": 0.7281065070763467, + "FN": 86593, + "FP": 2817, + "IoU": 0.5724587091036026, + "TN": 111569794, + "TP": 119716, + "n_pred": 122533, + "n_ref": 206309 + }, + "3": { + "Dice": 0.4880191404839292, + "FN": 9386, + "FP": 104028, + "IoU": 0.3227680677387187, + "TN": 111611453, + "TP": 54053, + "n_pred": 158081, + "n_ref": 63439 + }, + "4": { + "Dice": 0.7024212092519951, + "FN": 8293, + "FP": 507, + "IoU": 0.5413322214114459, + "TN": 111759734, + "TP": 10386, + "n_pred": 10893, + "n_ref": 18679 + }, + "5": { + "Dice": 0.1526319401551026, + "FN": 24192, + "FP": 502, + "IoU": 0.08262129430121108, + "TN": 111752002, + "TP": 2224, + "n_pred": 2726, + "n_ref": 26416 + }, + "6": { + "Dice": 0.837550855451626, + "FN": 273163, + "FP": 99855, + "IoU": 0.7205053738303752, + "TN": 110444304, + "TP": 961598, + "n_pred": 1061453, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.4160583631104305, + "FN": 140585, + "FP": 133961, + "IoU": 0.2626727863076167, + "TN": 111406567, + "TP": 97807, + "n_pred": 231768, + "n_ref": 238392 + }, + "8": { + "Dice": 0.5559110768659045, + "FN": 114192, + "FP": 146319, + "IoU": 0.38495626409169786, + "TN": 111355355, + "TP": 163054, + "n_pred": 309373, + "n_ref": 277246 + }, + "9": { + "Dice": 0.5132008830022075, + "FN": 51279, + "FP": 3851, + "IoU": 0.34517163558617414, + "TN": 111694730, + "TP": 29060, + "n_pred": 32911, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.18228596035081407, + "FN": 148683, + "FP": 1334, + "IoU": 0.10028307884225551, + "TN": 198921137, + "TP": 16721, + "n_pred": 18055, + "n_ref": 165404 + }, + "10": { + "Dice": 0.550107143646124, + "FN": 25775, + "FP": 35320, + "IoU": 0.3794122725933751, + "TN": 198989428, + "TP": 37352, + "n_pred": 72672, + "n_ref": 63127 + }, + "11": { + "Dice": 0.6405943369778525, + "FN": 2150, + "FP": 414, + "IoU": 0.4712311816869458, + "TN": 199083026, + "TP": 2285, + "n_pred": 2699, + "n_ref": 4435 + }, + "12": { + "Dice": 0.28719723183391005, + "FN": 2754, + "FP": 130, + "IoU": 0.16767676767676767, + "TN": 199084410, + "TP": 581, + "n_pred": 711, + "n_ref": 3335 + }, + "13": { + "Dice": 0.061340744682947985, + "FN": 34038, + "FP": 13583, + "IoU": 0.03164080769465401, + "TN": 199038698, + "TP": 1556, + "n_pred": 15139, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5842780811924525, + "FN": 17314, + "FP": 24856, + "IoU": 0.4127068129909197, + "TN": 199016071, + "TP": 29634, + "n_pred": 54490, + "n_ref": 46948 + }, + "15": { + "Dice": 0.27498509835088414, + "FN": 116422, + "FP": 346, + "IoU": 0.1594102741303847, + "TN": 198948963, + "TP": 22144, + "n_pred": 22490, + "n_ref": 138566 + }, + "2": { + "Dice": 0.6038806348323119, + "FN": 8028, + "FP": 151435, + "IoU": 0.4325422667278738, + "TN": 198806862, + "TP": 121550, + "n_pred": 272985, + "n_ref": 129578 + }, + "3": { + "Dice": 0.0004572506376503033, + "FN": 138799, + "FP": 1104, + "IoU": 0.0002286776003144317, + "TN": 198947940, + "TP": 32, + "n_pred": 1136, + "n_ref": 138831 + }, + "4": { + "Dice": 0.37572288100940476, + "FN": 10688, + "FP": 10686, + "IoU": 0.2313169819463425, + "TN": 199060069, + "TP": 6432, + "n_pred": 17118, + "n_ref": 17120 + }, + "5": { + "Dice": 0.2808947260414529, + "FN": 16646, + "FP": 875, + "IoU": 0.16339588406627512, + "TN": 199066932, + "TP": 3422, + "n_pred": 4297, + "n_ref": 20068 + }, + "6": { + "Dice": 0.18287349578349135, + "FN": 134167, + "FP": 8988601, + "IoU": 0.10063883574376734, + "TN": 188944266, + "TP": 1020841, + "n_pred": 10009442, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.3052318950336232, + "FN": 89271, + "FP": 215307, + "IoU": 0.18010245421728585, + "TN": 198716392, + "TP": 66905, + "n_pred": 282212, + "n_ref": 156176 + }, + "8": { + "Dice": 0.716531707333443, + "FN": 11595, + "FP": 72876, + "IoU": 0.5582776851033566, + "TN": 198896644, + "TP": 106760, + "n_pred": 179636, + "n_ref": 118355 + }, + "9": { + "Dice": 0.4158611137298128, + "FN": 74726, + "FP": 5825, + "IoU": 0.26251556434483264, + "TN": 198978651, + "TP": 28673, + "n_pred": 34498, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7081217471590011, + "FN": 16411, + "FP": 122054, + "IoU": 0.5481334991139872, + "TN": 130768763, + "TP": 167964, + "n_pred": 290018, + "n_ref": 184375 + }, + "10": { + "Dice": 0.33687789303534094, + "FN": 32286, + "FP": 166270, + "IoU": 0.20255752215943548, + "TN": 130826201, + "TP": 50435, + "n_pred": 216705, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6423718344657195, + "FN": 1471, + "FP": 1424, + "IoU": 0.4731574158325751, + "TN": 131069697, + "TP": 2600, + "n_pred": 4024, + "n_ref": 4071 + }, + "12": { + "Dice": 0.5213256055877545, + "FN": 2881, + "FP": 340, + "IoU": 0.3525628140703518, + "TN": 131070217, + "TP": 1754, + "n_pred": 2094, + "n_ref": 4635 + }, + "13": { + "Dice": 0.33079155861150106, + "FN": 62351, + "FP": 50159, + "IoU": 0.19817270893761982, + "TN": 130934875, + "TP": 27807, + "n_pred": 77966, + "n_ref": 90158 + }, + "14": { + "Dice": 0.2186145166079837, + "FN": 30846, + "FP": 153350, + "IoU": 0.12272162238108619, + "TN": 130865229, + "TP": 25767, + "n_pred": 179117, + "n_ref": 56613 + }, + "15": { + "Dice": 0.5882616990236786, + "FN": 3990, + "FP": 29031, + "IoU": 0.4166931637519873, + "TN": 131018582, + "TP": 23589, + "n_pred": 52620, + "n_ref": 27579 + }, + "2": { + "Dice": 0.45317384623536267, + "FN": 91834, + "FP": 73290, + "IoU": 0.2929701215178166, + "TN": 130841646, + "TP": 68422, + "n_pred": 141712, + "n_ref": 160256 + }, + "3": { + "Dice": 0.6615202554463758, + "FN": 15941, + "FP": 162252, + "IoU": 0.4942325486344878, + "TN": 130722870, + "TP": 174129, + "n_pred": 336381, + "n_ref": 190070 + }, + "4": { + "Dice": 0.0, + "FN": 73080, + "FP": 2003, + "IoU": 0.0, + "TN": 131000109, + "TP": 0, + "n_pred": 2003, + "n_ref": 73080 + }, + "5": { + "Dice": 0.16103983794733287, + "FN": 13268, + "FP": 1642, + "IoU": 0.08757114007710666, + "TN": 131058851, + "TP": 1431, + "n_pred": 3073, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7199016837268034, + "FN": 221120, + "FP": 749119, + "IoU": 0.5623799942356639, + "TN": 128858111, + "TP": 1246842, + "n_pred": 1995961, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.42122382422226223, + "FN": 387631, + "FP": 682852, + "IoU": 0.2668040161011162, + "TN": 129615169, + "TP": 389540, + "n_pred": 1072392, + "n_ref": 777171 + }, + "8": { + "Dice": 0.6568937854968492, + "FN": 20507, + "FP": 91979, + "IoU": 0.48908550820744345, + "TN": 130855026, + "TP": 107680, + "n_pred": 199659, + "n_ref": 128187 + }, + "9": { + "Dice": 0.5518357420139376, + "FN": 36046, + "FP": 11865, + "IoU": 0.38105880529144276, + "TN": 130997784, + "TP": 29497, + "n_pred": 41362, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7030869627477855, + "FN": 9324, + "FP": 164844, + "IoU": 0.5421234443270186, + "TN": 101236818, + "TP": 206214, + "n_pred": 371058, + "n_ref": 215538 + }, + "10": { + "Dice": 0.16222901207624035, + "FN": 34673, + "FP": 80487, + "IoU": 0.08827487926529966, + "TN": 101490890, + "TP": 11150, + "n_pred": 91637, + "n_ref": 45823 + }, + "11": { + "Dice": 0.6657331975560081, + "FN": 2344, + "FP": 282, + "IoU": 0.4989505819500095, + "TN": 101611959, + "TP": 2615, + "n_pred": 2897, + "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": 0.48707817664693676, + "FN": 28402, + "FP": 38324, + "IoU": 0.32194537029509795, + "TN": 101518792, + "TP": 31682, + "n_pred": 70006, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8437610804886697, + "FN": 9418, + "FP": 9970, + "IoU": 0.7297463061053805, + "TN": 101545460, + "TP": 52352, + "n_pred": 62322, + "n_ref": 61770 + }, + "15": { + "Dice": 0.8121337250853649, + "FN": 7698, + "FP": 4131, + "IoU": 0.6836912051768859, + "TN": 101579803, + "TP": 25568, + "n_pred": 29699, + "n_ref": 33266 + }, + "2": { + "Dice": 0.32530594170449983, + "FN": 133041, + "FP": 29986, + "IoU": 0.19424798224673676, + "TN": 101414871, + "TP": 39302, + "n_pred": 69288, + "n_ref": 172343 + }, + "3": { + "Dice": 0.671237984753066, + "FN": 27165, + "FP": 115665, + "IoU": 0.5051604253063515, + "TN": 101328561, + "TP": 145809, + "n_pred": 261474, + "n_ref": 172974 + }, + "4": { + "Dice": 0.24000297585834915, + "FN": 12987, + "FP": 7444, + "IoU": 0.13636555776302997, + "TN": 101593543, + "TP": 3226, + "n_pred": 10670, + "n_ref": 16213 + }, + "5": { + "Dice": 0.42993335801554977, + "FN": 21081, + "FP": 3555, + "IoU": 0.27383127984436717, + "TN": 101583274, + "TP": 9290, + "n_pred": 12845, + "n_ref": 30371 + }, + "6": { + "Dice": 0.7931739564288719, + "FN": 368420, + "FP": 239292, + "IoU": 0.6572396748099543, + "TN": 99844206, + "TP": 1165282, + "n_pred": 1404574, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.6410918472455566, + "FN": 125044, + "FP": 213981, + "IoU": 0.47176981457215733, + "TN": 100975387, + "TP": 302788, + "n_pred": 516769, + "n_ref": 427832 + }, + "8": { + "Dice": 0.6772386448471682, + "FN": 55502, + "FP": 112677, + "IoU": 0.5119885323297187, + "TN": 101272579, + "TP": 176442, + "n_pred": 289119, + "n_ref": 231944 + }, + "9": { + "Dice": 0.4462313161580879, + "FN": 55831, + "FP": 6633, + "IoU": 0.2871928883614246, + "TN": 101529569, + "TP": 25167, + "n_pred": 31800, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5944185748803866, + "FN": 63001, + "FP": 139767, + "IoU": 0.4228987124170357, + "TN": 118830856, + "TP": 148588, + "n_pred": 288355, + "n_ref": 211589 + }, + "10": { + "Dice": 0.5138225309261564, + "FN": 23158, + "FP": 85825, + "IoU": 0.3457343026781051, + "TN": 119015639, + "TP": 57590, + "n_pred": 143415, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6225715556873795, + "FN": 1939, + "FP": 606, + "IoU": 0.4519810508182601, + "TN": 119177568, + "TP": 2099, + "n_pred": 2705, + "n_ref": 4038 + }, + "12": { + "Dice": 0.1161074759849645, + "FN": 3718, + "FP": 2631, + "IoU": 0.06163168785101981, + "TN": 119175446, + "TP": 417, + "n_pred": 3048, + "n_ref": 4135 + }, + "13": { + "Dice": 0.14683592598373307, + "FN": 24608, + "FP": 73784, + "IoU": 0.0792352539327525, + "TN": 119075353, + "TP": 8467, + "n_pred": 82251, + "n_ref": 33075 + }, + "14": { + "Dice": 0.05139957439842855, + "FN": 61785, + "FP": 88885, + "IoU": 0.02637768817204301, + "TN": 119027460, + "TP": 4082, + "n_pred": 92967, + "n_ref": 65867 + }, + "15": { + "Dice": 0.42527216897738906, + "FN": 9294, + "FP": 21589, + "IoU": 0.2700607435770167, + "TN": 119139903, + "TP": 11426, + "n_pred": 33015, + "n_ref": 20720 + }, + "2": { + "Dice": 0.5365042340652096, + "FN": 34780, + "FP": 239438, + "IoU": 0.36659090279125206, + "TN": 118749288, + "TP": 158706, + "n_pred": 398144, + "n_ref": 193486 + }, + "3": { + "Dice": 0.48049099887979047, + "FN": 120865, + "FP": 43770, + "IoU": 0.3162146446816464, + "TN": 118941442, + "TP": 76135, + "n_pred": 119905, + "n_ref": 197000 + }, + "4": { + "Dice": 0.11345510248255881, + "FN": 39930, + "FP": 13315, + "IoU": 0.06013909482454282, + "TN": 119125560, + "TP": 3407, + "n_pred": 16722, + "n_ref": 43337 + }, + "5": { + "Dice": 0.1764202687062849, + "FN": 15969, + "FP": 398, + "IoU": 0.0967439293598234, + "TN": 119164092, + "TP": 1753, + "n_pred": 2151, + "n_ref": 17722 + }, + "6": { + "Dice": 0.5417418126988517, + "FN": 97317, + "FP": 2679921, + "IoU": 0.3714992430122906, + "TN": 114763382, + "TP": 1641592, + "n_pred": 4321513, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.5030587806356926, + "FN": 107218, + "FP": 268967, + "IoU": 0.33605780516172984, + "TN": 118615619, + "TP": 190408, + "n_pred": 459375, + "n_ref": 297626 + }, + "8": { + "Dice": 0.7700149153937149, + "FN": 7307, + "FP": 37409, + "IoU": 0.6260359780217942, + "TN": 119062639, + "TP": 74857, + "n_pred": 112266, + "n_ref": 82164 + }, + "9": { + "Dice": 0.6282155353393982, + "FN": 40635, + "FP": 12493, + "IoU": 0.457954986022405, + "TN": 119084198, + "TP": 44886, + "n_pred": 57379, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 39122, + "IoU": 0.0, + "TN": 61293358, + "TP": 0, + "n_pred": 39122, + "n_ref": 0 + }, + "10": { + "Dice": 0.4621436700057603, + "FN": 17981, + "FP": 20302, + "IoU": 0.30051160241183994, + "TN": 61277750, + "TP": 16447, + "n_pred": 36749, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8072972972972973, + "FN": 877, + "FP": 549, + "IoU": 0.6768638114661228, + "TN": 61328067, + "TP": 2987, + "n_pred": 3536, + "n_ref": 3864 + }, + "12": { + "Dice": 0.32094196804037006, + "FN": 3896, + "FP": 141, + "IoU": 0.19114405930675216, + "TN": 61327489, + "TP": 954, + "n_pred": 1095, + "n_ref": 4850 + }, + "13": { + "Dice": 0.3629508096485239, + "FN": 34888, + "FP": 27625, + "IoU": 0.2217103870718741, + "TN": 61252159, + "TP": 17808, + "n_pred": 45433, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8987935491579879, + "FN": 33632, + "FP": 19729, + "IoU": 0.8161898692754173, + "TN": 61042175, + "TP": 236944, + "n_pred": 256673, + "n_ref": 270576 + }, + "15": { + "Dice": 0.25105550574618957, + "FN": 82827, + "FP": 9061, + "IoU": 0.14354686873770844, + "TN": 61225191, + "TP": 15401, + "n_pred": 24462, + "n_ref": 98228 + }, + "2": { + "Dice": 0.7049609881776819, + "FN": 64491, + "FP": 16242, + "IoU": 0.5443550207693697, + "TN": 61155296, + "TP": 96451, + "n_pred": 112693, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7274347074963585, + "FN": 21272, + "FP": 59192, + "IoU": 0.571628592875738, + "TN": 61144643, + "TP": 107373, + "n_pred": 166565, + "n_ref": 128645 + }, + "4": { + "Dice": 0.3863119403414817, + "FN": 28772, + "FP": 13856, + "IoU": 0.2393969131947542, + "TN": 61276435, + "TP": 13417, + "n_pred": 27273, + "n_ref": 42189 + }, + "5": { + "Dice": 0.12352195945945946, + "FN": 7987, + "FP": 315, + "IoU": 0.06582648812872735, + "TN": 61323593, + "TP": 585, + "n_pred": 900, + "n_ref": 8572 + }, + "6": { + "Dice": 0.7096714182882171, + "FN": 111254, + "FP": 784547, + "IoU": 0.5499927912522474, + "TN": 59341843, + "TP": 1094836, + "n_pred": 1879383, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.19016518709967412, + "FN": 161920, + "FP": 198416, + "IoU": 0.10507322864174964, + "TN": 60929837, + "TP": 42307, + "n_pred": 240723, + "n_ref": 204227 + }, + "8": { + "Dice": 0.729825422874643, + "FN": 25734, + "FP": 16082, + "IoU": 0.5745867032911135, + "TN": 61234185, + "TP": 56479, + "n_pred": 72561, + "n_ref": 82213 + }, + "9": { + "Dice": 0.594535519125683, + "FN": 30190, + "FP": 15072, + "IoU": 0.4230171073094868, + "TN": 61254034, + "TP": 33184, + "n_pred": 48256, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.783722503888339, + "FN": 21957, + "FP": 63701, + "IoU": 0.644361592148038, + "TN": 148866643, + "TP": 155199, + "n_pred": 218900, + "n_ref": 177156 + }, + "10": { + "Dice": 0.16780505815026767, + "FN": 63712, + "FP": 26448, + "IoU": 0.09158690176322418, + "TN": 149008250, + "TP": 9090, + "n_pred": 35538, + "n_ref": 72802 + }, + "11": { + "Dice": 0.6833935785668722, + "FN": 997, + "FP": 492, + "IoU": 0.5190568475452196, + "TN": 149104404, + "TP": 1607, + "n_pred": 2099, + "n_ref": 2604 + }, + "12": { + "Dice": 0.0, + "FN": 2097, + "FP": 344, + "IoU": 0.0, + "TN": 149105059, + "TP": 0, + "n_pred": 344, + "n_ref": 2097 + }, + "13": { + "Dice": 0.20799630228795932, + "FN": 73117, + "FP": 12558, + "IoU": 0.11606912561258705, + "TN": 149010575, + "TP": 11250, + "n_pred": 23808, + "n_ref": 84367 + }, + "14": { + "Dice": 0.7971221441124781, + "FN": 5982, + "FP": 38346, + "IoU": 0.6626792073783216, + "TN": 148976088, + "TP": 87084, + "n_pred": 125430, + "n_ref": 93066 + }, + "15": { + "Dice": 0.6891869464854181, + "FN": 15203, + "FP": 5398, + "IoU": 0.5257705853916806, + "TN": 149064059, + "TP": 22840, + "n_pred": 28238, + "n_ref": 38043 + }, + "2": { + "Dice": 0.6389489780079328, + "FN": 60270, + "FP": 49053, + "IoU": 0.46945262718568165, + "TN": 148901443, + "TP": 96734, + "n_pred": 145787, + "n_ref": 157004 + }, + "3": { + "Dice": 0.2583039470085091, + "FN": 42616, + "FP": 57711, + "IoU": 0.14830598402336223, + "TN": 148989703, + "TP": 17470, + "n_pred": 75181, + "n_ref": 60086 + }, + "4": { + "Dice": 0.4641820228713634, + "FN": 17999, + "FP": 87, + "IoU": 0.30223765432098765, + "TN": 149081580, + "TP": 7834, + "n_pred": 7921, + "n_ref": 25833 + }, + "5": { + "Dice": 0.009445657949111518, + "FN": 33556, + "FP": 2, + "IoU": 0.004745239931194021, + "TN": 149073782, + "TP": 160, + "n_pred": 162, + "n_ref": 33716 + }, + "6": { + "Dice": 0.5149392653572326, + "FN": 275375, + "FP": 1289591, + "IoU": 0.34674626656336827, + "TN": 146711852, + "TP": 830682, + "n_pred": 2120273, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.1831001664068615, + "FN": 233376, + "FP": 139221, + "IoU": 0.10077614793147888, + "TN": 148693146, + "TP": 41757, + "n_pred": 180978, + "n_ref": 275133 + }, + "8": { + "Dice": 0.7264780680137999, + "FN": 44814, + "FP": 93930, + "IoU": 0.5704480227370533, + "TN": 148784503, + "TP": 184253, + "n_pred": 278183, + "n_ref": 229067 + }, + "9": { + "Dice": 0.4697183571956712, + "FN": 59535, + "FP": 3577, + "IoU": 0.30694895897390845, + "TN": 149016436, + "TP": 27952, + "n_pred": 31529, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.14341378729357768, + "FN": 447860, + "FP": 355414, + "IoU": 0.07724596159987501, + "TN": 99842282, + "TP": 67244, + "n_pred": 422658, + "n_ref": 515104 + }, + "10": { + "Dice": 0.17543611770468331, + "FN": 19846, + "FP": 155232, + "IoU": 0.09615235695884937, + "TN": 100519097, + "TP": 18625, + "n_pred": 173857, + "n_ref": 38471 + }, + "11": { + "Dice": 0.3137509747855472, + "FN": 2274, + "FP": 3006, + "IoU": 0.18606443656543856, + "TN": 100706313, + "TP": 1207, + "n_pred": 4213, + "n_ref": 3481 + }, + "12": { + "Dice": 0.1678122163143561, + "FN": 5226, + "FP": 1191, + "IoU": 0.0915911664779162, + "TN": 100705736, + "TP": 647, + "n_pred": 1838, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 25429, + "IoU": 0.0, + "TN": 100648216, + "TP": 0, + "n_pred": 25429, + "n_ref": 39155 + }, + "14": { + "Dice": 0.4814783804150247, + "FN": 64763, + "FP": 127216, + "IoU": 0.3170704810555261, + "TN": 100431689, + "TP": 89132, + "n_pred": 216348, + "n_ref": 153895 + }, + "15": { + "Dice": 0.031121463765229514, + "FN": 93469, + "FP": 18420, + "IoU": 0.01580669563534648, + "TN": 100599114, + "TP": 1797, + "n_pred": 20217, + "n_ref": 95266 + }, + "2": { + "Dice": 0.18499316522177056, + "FN": 192015, + "FP": 170487, + "IoU": 0.10192422511972213, + "TN": 100309157, + "TP": 41141, + "n_pred": 211628, + "n_ref": 233156 + }, + "3": { + "Dice": 0.5269210578121925, + "FN": 127588, + "FP": 45434, + "IoU": 0.357700488902253, + "TN": 100443421, + "TP": 96357, + "n_pred": 141791, + "n_ref": 223945 + }, + "4": { + "Dice": 0.0, + "FN": 57652, + "FP": 23603, + "IoU": 0.0, + "TN": 100631545, + "TP": 0, + "n_pred": 23603, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0, + "FN": 16473, + "FP": 106, + "IoU": 0.0, + "TN": 100696221, + "TP": 0, + "n_pred": 106, + "n_ref": 16473 + }, + "6": { + "Dice": 0.4008272573228302, + "FN": 964064, + "FP": 2366503, + "IoU": 0.25064662911387964, + "TN": 96268212, + "TP": 1114021, + "n_pred": 3480524, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.12360769011909117, + "FN": 134284, + "FP": 404763, + "IoU": 0.06587518477249373, + "TN": 100135739, + "TP": 38014, + "n_pred": 442777, + "n_ref": 172298 + }, + "8": { + "Dice": 0.7688912870861465, + "FN": 18366, + "FP": 34315, + "IoU": 0.6245519010797135, + "TN": 100572485, + "TP": 87634, + "n_pred": 121949, + "n_ref": 106000 + }, + "9": { + "Dice": 0.5180255861198045, + "FN": 54681, + "FP": 33101, + "IoU": 0.34955096475888436, + "TN": 100577844, + "TP": 47174, + "n_pred": 80275, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.704584924048685, + "FN": 29757, + "FP": 10558, + "IoU": 0.5439066883880894, + "TN": 78862308, + "TP": 48077, + "n_pred": 58635, + "n_ref": 77834 + }, + "10": { + "Dice": 0.11472088311325368, + "FN": 36481, + "FP": 1532, + "IoU": 0.06085087459235102, + "TN": 78910224, + "TP": 2463, + "n_pred": 3995, + "n_ref": 38944 + }, + "11": { + "Dice": 0.4724484906564447, + "FN": 875, + "FP": 226, + "IoU": 0.3092848180677541, + "TN": 78949106, + "TP": 493, + "n_pred": 719, + "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": 0.19840910714710996, + "FN": 51074, + "FP": 16242, + "IoU": 0.11012994566869803, + "TN": 78875053, + "TP": 8331, + "n_pred": 24573, + "n_ref": 59405 + }, + "14": { + "Dice": 0.12337316462820216, + "FN": 14993, + "FP": 159461, + "IoU": 0.06574198039950731, + "TN": 78763970, + "TP": 12276, + "n_pred": 171737, + "n_ref": 27269 + }, + "15": { + "Dice": 0.6191587978883688, + "FN": 32202, + "FP": 911, + "IoU": 0.4483924704314509, + "TN": 78890670, + "TP": 26917, + "n_pred": 27828, + "n_ref": 59119 + }, + "2": { + "Dice": 0.7151876791460562, + "FN": 26889, + "FP": 31438, + "IoU": 0.5566475877743066, + "TN": 78819141, + "TP": 73232, + "n_pred": 104670, + "n_ref": 100121 + }, + "3": { + "Dice": 0.2632451912639486, + "FN": 69520, + "FP": 15321, + "IoU": 0.15157303146062923, + "TN": 78850702, + "TP": 15157, + "n_pred": 30478, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8175006611230277, + "FN": 3217, + "FP": 2994, + "IoU": 0.691332869496074, + "TN": 78930578, + "TP": 13911, + "n_pred": 16905, + "n_ref": 17128 + }, + "5": { + "Dice": 0.05502332206798313, + "FN": 33813, + "FP": 20, + "IoU": 0.028289964960652537, + "TN": 78915882, + "TP": 985, + "n_pred": 1005, + "n_ref": 34798 + }, + "6": { + "Dice": 0.7733395637240623, + "FN": 203973, + "FP": 90946, + "IoU": 0.6304430638293607, + "TN": 78152666, + "TP": 503115, + "n_pred": 594061, + "n_ref": 707088 + }, + "7": { + "Dice": 0.23757607065338063, + "FN": 616255, + "FP": 56761, + "IoU": 0.13480075179270679, + "TN": 78172826, + "TP": 104858, + "n_pred": 161619, + "n_ref": 721113 + }, + "8": { + "Dice": 0.6478694308379446, + "FN": 152619, + "FP": 41406, + "IoU": 0.47914709245827003, + "TN": 78578186, + "TP": 178489, + "n_pred": 219895, + "n_ref": 331108 + }, + "9": { + "Dice": 0.38696225349081226, + "FN": 42665, + "FP": 2907, + "IoU": 0.23989658910849804, + "TN": 78890745, + "TP": 14383, + "n_pred": 17290, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5164370241262269, + "FN": 7459, + "FP": 256107, + "IoU": 0.3481058994627858, + "TN": 104600132, + "TP": 140742, + "n_pred": 396849, + "n_ref": 148201 + }, + "10": { + "Dice": 0.5847384219787644, + "FN": 33567, + "FP": 42658, + "IoU": 0.41316632279124194, + "TN": 104874548, + "TP": 53667, + "n_pred": 96325, + "n_ref": 87234 + }, + "11": { + "Dice": 0.6851341551849166, + "FN": 1969, + "FP": 202, + "IoU": 0.5210677255680565, + "TN": 104999907, + "TP": 2362, + "n_pred": 2564, + "n_ref": 4331 + }, + "12": { + "Dice": 0.4312736443883985, + "FN": 3465, + "FP": 143, + "IoU": 0.27491961414790994, + "TN": 104999464, + "TP": 1368, + "n_pred": 1511, + "n_ref": 4833 + }, + "13": { + "Dice": 0.2149109773389144, + "FN": 65162, + "FP": 27305, + "IoU": 0.1203923023505798, + "TN": 104899317, + "TP": 12656, + "n_pred": 39961, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7632719830400305, + "FN": 18057, + "FP": 14214, + "IoU": 0.6171704469962987, + "TN": 104920144, + "TP": 52025, + "n_pred": 66239, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8510922127730532, + "FN": 3944, + "FP": 3200, + "IoU": 0.7407837445573294, + "TN": 104976880, + "TP": 20416, + "n_pred": 23616, + "n_ref": 24360 + }, + "2": { + "Dice": 0.5194341763349559, + "FN": 85595, + "FP": 71971, + "IoU": 0.35083490921675503, + "TN": 104761719, + "TP": 85155, + "n_pred": 157126, + "n_ref": 170750 + }, + "3": { + "Dice": 0.6501936285363584, + "FN": 44158, + "FP": 73541, + "IoU": 0.4816939986965176, + "TN": 104777356, + "TP": 109385, + "n_pred": 182926, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4892, + "IoU": 0.0, + "TN": 104999548, + "TP": 0, + "n_pred": 4892, + "n_ref": 0 + }, + "5": { + "Dice": 0.41708703659220114, + "FN": 19662, + "FP": 9458, + "IoU": 0.2634933481713794, + "TN": 104964902, + "TP": 10418, + "n_pred": 19876, + "n_ref": 30080 + }, + "6": { + "Dice": 0.5955912201665248, + "FN": 156027, + "FP": 1310411, + "IoU": 0.42408679632232554, + "TN": 102458157, + "TP": 1079845, + "n_pred": 2390256, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.4925438857482892, + "FN": 64548, + "FP": 276564, + "IoU": 0.32673845765174003, + "TN": 104497784, + "TP": 165544, + "n_pred": 442108, + "n_ref": 230092 + }, + "8": { + "Dice": 0.7970856040962399, + "FN": 80754, + "FP": 64567, + "IoU": 0.6626287014358844, + "TN": 104573695, + "TP": 285424, + "n_pred": 349991, + "n_ref": 366178 + }, + "9": { + "Dice": 0.5972216479927234, + "FN": 50219, + "FP": 8233, + "IoU": 0.4257419906274868, + "TN": 104902653, + "TP": 43335, + "n_pred": 51568, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6615559643911414, + "FN": 132607, + "FP": 159523, + "IoU": 0.4942724139304034, + "TN": 177098645, + "TP": 285513, + "n_pred": 445036, + "n_ref": 418120 + }, + "10": { + "Dice": 0.32555045408378425, + "FN": 44556, + "FP": 68995, + "IoU": 0.1944223729390732, + "TN": 177535332, + "TP": 27405, + "n_pred": 96400, + "n_ref": 71961 + }, + "11": { + "Dice": 0.6897985705003249, + "FN": 2089, + "FP": 298, + "IoU": 0.5264828407062091, + "TN": 177671247, + "TP": 2654, + "n_pred": 2952, + "n_ref": 4743 + }, + "12": { + "Dice": 0.0, + "FN": 5198, + "FP": 11, + "IoU": 0.0, + "TN": 177671079, + "TP": 0, + "n_pred": 11, + "n_ref": 5198 + }, + "13": { + "Dice": 0.276691484747723, + "FN": 61772, + "FP": 18278, + "IoU": 0.16055829951447656, + "TN": 177580927, + "TP": 15311, + "n_pred": 33589, + "n_ref": 77083 + }, + "14": { + "Dice": 0.7993912311378797, + "FN": 14528, + "FP": 16448, + "IoU": 0.6658215830753131, + "TN": 177583595, + "TP": 61717, + "n_pred": 78165, + "n_ref": 76245 + }, + "15": { + "Dice": 0.7383336711939996, + "FN": 4958, + "FP": 7950, + "IoU": 0.5852051801150423, + "TN": 177645169, + "TP": 18211, + "n_pred": 26161, + "n_ref": 23169 + }, + "2": { + "Dice": 0.5470820075529013, + "FN": 121434, + "FP": 32439, + "IoU": 0.3765401835457142, + "TN": 177429483, + "TP": 92932, + "n_pred": 125371, + "n_ref": 214366 + }, + "3": { + "Dice": 0.7144873627300409, + "FN": 46081, + "FP": 82563, + "IoU": 0.5557995635479683, + "TN": 177386680, + "TP": 160964, + "n_pred": 243527, + "n_ref": 207045 + }, + "4": { + "Dice": 0.0, + "FN": 34433, + "FP": 6340, + "IoU": 0.0, + "TN": 177635515, + "TP": 0, + "n_pred": 6340, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6964292577929815, + "FN": 13062, + "FP": 2734, + "IoU": 0.5342473831637918, + "TN": 177642373, + "TP": 18119, + "n_pred": 20853, + "n_ref": 31181 + }, + "6": { + "Dice": 0.659292042991562, + "FN": 460922, + "FP": 928837, + "IoU": 0.49174918336627177, + "TN": 174941892, + "TP": 1344637, + "n_pred": 2273474, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.5409126956320566, + "FN": 125027, + "FP": 287726, + "IoU": 0.37071989730345334, + "TN": 177020375, + "TP": 243160, + "n_pred": 530886, + "n_ref": 368187 + }, + "8": { + "Dice": 0.6930432297580154, + "FN": 19987, + "FP": 138981, + "IoU": 0.5302724967939816, + "TN": 177337862, + "TP": 179458, + "n_pred": 318439, + "n_ref": 199445 + }, + "9": { + "Dice": 0.4264045066964775, + "FN": 96318, + "FP": 8354, + "IoU": 0.2709746618562732, + "TN": 177532710, + "TP": 38906, + "n_pred": 47260, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7840559312530752, + "FN": 50020, + "FP": 25468, + "IoU": 0.6448124970592387, + "TN": 193793005, + "TP": 137042, + "n_pred": 162510, + "n_ref": 187062 + }, + "10": { + "Dice": 0.43275998500687185, + "FN": 55873, + "FP": 25847, + "IoU": 0.2761287236586857, + "TN": 193892642, + "TP": 31173, + "n_pred": 57020, + "n_ref": 87046 + }, + "11": { + "Dice": 0.31589796444215407, + "FN": 2499, + "FP": 156, + "IoU": 0.18757649938800489, + "TN": 194002267, + "TP": 613, + "n_pred": 769, + "n_ref": 3112 + }, + "12": { + "Dice": 0.0, + "FN": 3950, + "FP": 89, + "IoU": 0.0, + "TN": 194001496, + "TP": 0, + "n_pred": 89, + "n_ref": 3950 + }, + "13": { + "Dice": 0.40930351003777427, + "FN": 42768, + "FP": 26819, + "IoU": 0.25731087773224043, + "TN": 193911839, + "TP": 24109, + "n_pred": 50928, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7325473478087934, + "FN": 4075, + "FP": 48373, + "IoU": 0.5779682156507745, + "TN": 193881260, + "TP": 71827, + "n_pred": 120200, + "n_ref": 75902 + }, + "15": { + "Dice": 0.5371221564350265, + "FN": 7177, + "FP": 16589, + "IoU": 0.36716815337504993, + "TN": 193967980, + "TP": 13789, + "n_pred": 30378, + "n_ref": 20966 + }, + "2": { + "Dice": 0.6535158616530241, + "FN": 18623, + "FP": 108914, + "IoU": 0.48534984040385293, + "TN": 193757722, + "TP": 120276, + "n_pred": 229190, + "n_ref": 138899 + }, + "3": { + "Dice": 0.26314284352509415, + "FN": 112471, + "FP": 11209, + "IoU": 0.15150517274498504, + "TN": 193859771, + "TP": 22084, + "n_pred": 33293, + "n_ref": 134555 + }, + "4": { + "Dice": 0.6452666227781435, + "FN": 8777, + "FP": 4694, + "IoU": 0.4763052521090075, + "TN": 193979812, + "TP": 12252, + "n_pred": 16946, + "n_ref": 21029 + }, + "5": { + "Dice": 0.11635711200451872, + "FN": 25519, + "FP": 1076, + "IoU": 0.06177238411063289, + "TN": 193977189, + "TP": 1751, + "n_pred": 2827, + "n_ref": 27270 + }, + "6": { + "Dice": 0.23715218487016404, + "FN": 269134, + "FP": 6910930, + "IoU": 0.1345278831415731, + "TN": 185709411, + "TP": 1116060, + "n_pred": 8026990, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.4756092540461964, + "FN": 154456, + "FP": 214939, + "IoU": 0.3119995678985903, + "TN": 193468624, + "TP": 167516, + "n_pred": 382455, + "n_ref": 321972 + }, + "8": { + "Dice": 0.8478502643677926, + "FN": 33663, + "FP": 40896, + "IoU": 0.7358854827168453, + "TN": 193723237, + "TP": 207739, + "n_pred": 248635, + "n_ref": 241402 + }, + "9": { + "Dice": 0.41281763354180456, + "FN": 70661, + "FP": 8298, + "IoU": 0.2600946446141592, + "TN": 193898820, + "TP": 27756, + "n_pred": 36054, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.808876449420232, + "FN": 17349, + "FP": 28539, + "IoU": 0.6790869419268211, + "TN": 99512808, + "TP": 97104, + "n_pred": 125643, + "n_ref": 114453 + }, + "10": { + "Dice": 0.639021903544179, + "FN": 33452, + "FP": 9743, + "IoU": 0.4695313651323869, + "TN": 99574372, + "TP": 38233, + "n_pred": 47976, + "n_ref": 71685 + }, + "11": { + "Dice": 0.6507440749586625, + "FN": 1871, + "FP": 30, + "IoU": 0.4822984749455338, + "TN": 99652128, + "TP": 1771, + "n_pred": 1801, + "n_ref": 3642 + }, + "12": { + "Dice": 0.0, + "FN": 3568, + "FP": 2, + "IoU": 0.0, + "TN": 99652230, + "TP": 0, + "n_pred": 2, + "n_ref": 3568 + }, + "13": { + "Dice": 0.1898452318772851, + "FN": 38525, + "FP": 20417, + "IoU": 0.10487790061960879, + "TN": 99589952, + "TP": 6906, + "n_pred": 27323, + "n_ref": 45431 + }, + "14": { + "Dice": 0.3703026778543934, + "FN": 27396, + "FP": 63560, + "IoU": 0.22722175021240443, + "TN": 99538100, + "TP": 26744, + "n_pred": 90304, + "n_ref": 54140 + }, + "15": { + "Dice": 0.5922970213694531, + "FN": 18947, + "FP": 7210, + "IoU": 0.42075425736873573, + "TN": 99610643, + "TP": 19000, + "n_pred": 26210, + "n_ref": 37947 + }, + "2": { + "Dice": 0.7292109579056065, + "FN": 30717, + "FP": 31695, + "IoU": 0.5738253429568376, + "TN": 99509353, + "TP": 84035, + "n_pred": 115730, + "n_ref": 114752 + }, + "3": { + "Dice": 0.7371239395820401, + "FN": 34746, + "FP": 28778, + "IoU": 0.5836866836624351, + "TN": 99503213, + "TP": 89063, + "n_pred": 117841, + "n_ref": 123809 + }, + "4": { + "Dice": 0.5494048743623654, + "FN": 11636, + "FP": 289, + "IoU": 0.3787444647043501, + "TN": 99636605, + "TP": 7270, + "n_pred": 7559, + "n_ref": 18906 + }, + "5": { + "Dice": 0.5582449725776966, + "FN": 3149, + "FP": 2892, + "IoU": 0.38719821464800164, + "TN": 99645942, + "TP": 3817, + "n_pred": 6709, + "n_ref": 6966 + }, + "6": { + "Dice": 0.5512193530220062, + "FN": 213846, + "FP": 1642865, + "IoU": 0.3804712288031958, + "TN": 96658827, + "TP": 1140262, + "n_pred": 2783127, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.35201471825393704, + "FN": 55042, + "FP": 357041, + "IoU": 0.21360307167365758, + "TN": 99131786, + "TP": 111931, + "n_pred": 468972, + "n_ref": 166973 + }, + "8": { + "Dice": 0.5827433928935389, + "FN": 15148, + "FP": 107684, + "IoU": 0.4111770514750295, + "TN": 99447194, + "TP": 85774, + "n_pred": 193458, + "n_ref": 100922 + }, + "9": { + "Dice": 0.37327839710255684, + "FN": 73066, + "FP": 2380, + "IoU": 0.22946667483710195, + "TN": 99557886, + "TP": 22468, + "n_pred": 24848, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.571274630722181, + "FN": 203052, + "FP": 162977, + "IoU": 0.3998491543626362, + "TN": 62473625, + "TP": 243866, + "n_pred": 406843, + "n_ref": 446918 + }, + "10": { + "Dice": 0.5279205636769388, + "FN": 39264, + "FP": 17217, + "IoU": 0.35862233426449547, + "TN": 62995458, + "TP": 31581, + "n_pred": 48798, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7333333333333333, + "FN": 1290, + "FP": 350, + "IoU": 0.5789473684210527, + "TN": 63079625, + "TP": 2255, + "n_pred": 2605, + "n_ref": 3545 + }, + "12": { + "Dice": 0.4154611211573237, + "FN": 2583, + "FP": 3, + "IoU": 0.2621968616262482, + "TN": 63080015, + "TP": 919, + "n_pred": 922, + "n_ref": 3502 + }, + "13": { + "Dice": 0.27929181008062615, + "FN": 33808, + "FP": 27334, + "IoU": 0.1623121292249517, + "TN": 63010531, + "TP": 11847, + "n_pred": 39181, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 27382, + "IoU": 0.0, + "TN": 63056138, + "TP": 0, + "n_pred": 27382, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6132583660845915, + "FN": 36824, + "FP": 73093, + "IoU": 0.4422297211579936, + "TN": 62886455, + "TP": 87148, + "n_pred": 160241, + "n_ref": 123972 + }, + "3": { + "Dice": 0.4250856164383562, + "FN": 82904, + "FP": 37966, + "IoU": 0.26991030171242186, + "TN": 62917965, + "TP": 44685, + "n_pred": 82651, + "n_ref": 127589 + }, + "4": { + "Dice": 0.1487255756705472, + "FN": 16579, + "FP": 20, + "IoU": 0.08033686076790958, + "TN": 63065471, + "TP": 1450, + "n_pred": 1470, + "n_ref": 18029 + }, + "5": { + "Dice": 0.0012967875036840554, + "FN": 16943, + "FP": 0, + "IoU": 0.0006488144390704259, + "TN": 63066566, + "TP": 11, + "n_pred": 11, + "n_ref": 16954 + }, + "6": { + "Dice": 0.672312641825798, + "FN": 278617, + "FP": 550994, + "IoU": 0.5063787326787107, + "TN": 61402857, + "TP": 851052, + "n_pred": 1402046, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.47077572790394095, + "FN": 68480, + "FP": 129769, + "IoU": 0.30785263907606153, + "TN": 62797094, + "TP": 88177, + "n_pred": 217946, + "n_ref": 156657 + }, + "8": { + "Dice": 0.7703349489167233, + "FN": 22873, + "FP": 30246, + "IoU": 0.6264591713313268, + "TN": 62941316, + "TP": 89085, + "n_pred": 119331, + "n_ref": 111958 + }, + "9": { + "Dice": 0.41845082680591816, + "FN": 29667, + "FP": 7084, + "IoU": 0.2645828747523663, + "TN": 63033547, + "TP": 13222, + "n_pred": 20306, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8153497424025783, + "FN": 25089, + "FP": 105085, + "IoU": 0.6882619888642759, + "TN": 109191243, + "TP": 287401, + "n_pred": 392486, + "n_ref": 312490 + }, + "10": { + "Dice": 0.3700747462080918, + "FN": 35397, + "FP": 143435, + "IoU": 0.22705013334024887, + "TN": 109377455, + "TP": 52531, + "n_pred": 195966, + "n_ref": 87928 + }, + "11": { + "Dice": 0.602811186784524, + "FN": 2386, + "FP": 355, + "IoU": 0.4314457581414644, + "TN": 109603997, + "TP": 2080, + "n_pred": 2435, + "n_ref": 4466 + }, + "12": { + "Dice": 0.3345336694274397, + "FN": 3152, + "FP": 544, + "IoU": 0.20086486486486488, + "TN": 109604193, + "TP": 929, + "n_pred": 1473, + "n_ref": 4081 + }, + "13": { + "Dice": 0.42581900746026596, + "FN": 44677, + "FP": 52684, + "IoU": 0.27050193686639745, + "TN": 109475355, + "TP": 36102, + "n_pred": 88786, + "n_ref": 80779 + }, + "14": { + "Dice": 0.26599504368878935, + "FN": 68955, + "FP": 85360, + "IoU": 0.15339924071188746, + "TN": 109426542, + "TP": 27961, + "n_pred": 113321, + "n_ref": 96916 + }, + "15": { + "Dice": 0.219970703125, + "FN": 89125, + "FP": 13115, + "IoU": 0.12357701275545192, + "TN": 109492162, + "TP": 14416, + "n_pred": 27531, + "n_ref": 103541 + }, + "2": { + "Dice": 0.43551327026397096, + "FN": 141187, + "FP": 47723, + "IoU": 0.2783745377868777, + "TN": 109347034, + "TP": 72874, + "n_pred": 120597, + "n_ref": 214061 + }, + "3": { + "Dice": 0.6637984694237526, + "FN": 34002, + "FP": 180427, + "IoU": 0.49678020435845804, + "TN": 109182704, + "TP": 211685, + "n_pred": 392112, + "n_ref": 245687 + }, + "4": { + "Dice": 0.001404001404001404, + "FN": 50252, + "FP": 3803, + "IoU": 0.0007024938531787847, + "TN": 109554725, + "TP": 38, + "n_pred": 3841, + "n_ref": 50290 + }, + "5": { + "Dice": 0.46997054680496864, + "FN": 6882, + "FP": 1396, + "IoU": 0.30716437897556076, + "TN": 109596870, + "TP": 3670, + "n_pred": 5066, + "n_ref": 10552 + }, + "6": { + "Dice": 0.3945947504059535, + "FN": 305907, + "FP": 2592467, + "IoU": 0.24579136670054702, + "TN": 105765884, + "TP": 944560, + "n_pred": 3537027, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.45559910386683766, + "FN": 782804, + "FP": 209365, + "IoU": 0.29500054358136985, + "TN": 108201485, + "TP": 415164, + "n_pred": 624529, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8218320266513037, + "FN": 7393, + "FP": 28172, + "IoU": 0.6975508121438898, + "TN": 109491228, + "TP": 82025, + "n_pred": 110197, + "n_ref": 89418 + }, + "9": { + "Dice": 0.5888863556283292, + "FN": 26789, + "FP": 12881, + "IoU": 0.41732029023824213, + "TN": 109540736, + "TP": 28412, + "n_pred": 41293, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6843039990201482, + "FN": 14080, + "FP": 27160, + "IoU": 0.5201079873394154, + "TN": 66981416, + "TP": 44696, + "n_pred": 71856, + "n_ref": 58776 + }, + "10": { + "Dice": 0.49864056552474173, + "FN": 49452, + "FP": 9556, + "IoU": 0.3321260412893879, + "TN": 66979000, + "TP": 29344, + "n_pred": 38900, + "n_ref": 78796 + }, + "11": { + "Dice": 0.0894894894894895, + "FN": 2977, + "FP": 55, + "IoU": 0.04684061615844074, + "TN": 67064171, + "TP": 149, + "n_pred": 204, + "n_ref": 3126 + }, + "12": { + "Dice": 0.269738545172146, + "FN": 2790, + "FP": 31, + "IoU": 0.1558946738479952, + "TN": 67064010, + "TP": 521, + "n_pred": 552, + "n_ref": 3311 + }, + "13": { + "Dice": 0.23983030166507105, + "FN": 31823, + "FP": 8672, + "IoU": 0.13625407930379882, + "TN": 67020469, + "TP": 6388, + "n_pred": 15060, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8021874681792861, + "FN": 8513, + "FP": 24512, + "IoU": 0.6697103652438292, + "TN": 66967364, + "TP": 66963, + "n_pred": 91475, + "n_ref": 75476 + }, + "15": { + "Dice": 0.6768118477056732, + "FN": 13950, + "FP": 2679, + "IoU": 0.5115008372256984, + "TN": 67033311, + "TP": 17412, + "n_pred": 20091, + "n_ref": 31362 + }, + "2": { + "Dice": 0.6041634577236341, + "FN": 16599, + "FP": 153013, + "IoU": 0.4328325268934061, + "TN": 66768301, + "TP": 129439, + "n_pred": 282452, + "n_ref": 146038 + }, + "3": { + "Dice": 0.0006321326575534209, + "FN": 160314, + "FP": 16752, + "IoU": 0.00031616625828524974, + "TN": 66890230, + "TP": 56, + "n_pred": 16808, + "n_ref": 160370 + }, + "4": { + "Dice": 0.09117013639626705, + "FN": 12277, + "FP": 2915, + "IoU": 0.047762316660398645, + "TN": 67051398, + "TP": 762, + "n_pred": 3677, + "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": 0.7217476920205627, + "FN": 244552, + "FP": 399515, + "IoU": 0.5646363300227055, + "TN": 65587975, + "TP": 835310, + "n_pred": 1234825, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.3940497709597488, + "FN": 257545, + "FP": 31752, + "IoU": 0.2453686072171994, + "TN": 66683990, + "TP": 94065, + "n_pred": 125817, + "n_ref": 351610 + }, + "8": { + "Dice": 0.7493188814902971, + "FN": 9530, + "FP": 41444, + "IoU": 0.5991286431054279, + "TN": 66940194, + "TP": 76184, + "n_pred": 117628, + "n_ref": 85714 + }, + "9": { + "Dice": 0.45374942138558866, + "FN": 53818, + "FP": 2826, + "IoU": 0.2934514157415492, + "TN": 66987182, + "TP": 23526, + "n_pred": 26352, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.35589526859708787, + "FN": 137101, + "FP": 18963, + "IoU": 0.21646751681895773, + "TN": 74320100, + "TP": 43116, + "n_pred": 62079, + "n_ref": 180217 + }, + "10": { + "Dice": 0.5151990896351165, + "FN": 31701, + "FP": 14310, + "IoU": 0.3469819327552193, + "TN": 74448821, + "TP": 24448, + "n_pred": 38758, + "n_ref": 56149 + }, + "11": { + "Dice": 0.37834194563019546, + "FN": 2545, + "FP": 222, + "IoU": 0.23330562482682182, + "TN": 74515671, + "TP": 842, + "n_pred": 1064, + "n_ref": 3387 + }, + "12": { + "Dice": 0.0, + "FN": 2201, + "FP": 154, + "IoU": 0.0, + "TN": 74516925, + "TP": 0, + "n_pred": 154, + "n_ref": 2201 + }, + "13": { + "Dice": 0.17978548323023666, + "FN": 36554, + "FP": 21258, + "IoU": 0.09877159069651431, + "TN": 74455132, + "TP": 6336, + "n_pred": 27594, + "n_ref": 42890 + }, + "14": { + "Dice": 0.35732077715461136, + "FN": 9690, + "FP": 70294, + "IoU": 0.21752316105616373, + "TN": 74417061, + "TP": 22235, + "n_pred": 92529, + "n_ref": 31925 + }, + "15": { + "Dice": 0.5033871808233454, + "FN": 17318, + "FP": 8413, + "IoU": 0.3363509749303621, + "TN": 74480508, + "TP": 13041, + "n_pred": 21454, + "n_ref": 30359 + }, + "2": { + "Dice": 0.6163347465506341, + "FN": 8327, + "FP": 156735, + "IoU": 0.44543631128566774, + "TN": 74221637, + "TP": 132581, + "n_pred": 289316, + "n_ref": 140908 + }, + "3": { + "Dice": 0.23753394466527608, + "FN": 131499, + "FP": 23489, + "IoU": 0.1347736280913303, + "TN": 74340150, + "TP": 24142, + "n_pred": 47631, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0007725653461521954, + "FN": 13269, + "FP": 10012, + "IoU": 0.00038643194504079005, + "TN": 74495990, + "TP": 9, + "n_pred": 10021, + "n_ref": 13278 + }, + "5": { + "Dice": 0.12467306015693112, + "FN": 9439, + "FP": 601, + "IoU": 0.06648070664807067, + "TN": 74508525, + "TP": 715, + "n_pred": 1316, + "n_ref": 10154 + }, + "6": { + "Dice": 0.856755118703966, + "FN": 193044, + "FP": 279413, + "IoU": 0.7494064768807098, + "TN": 72633928, + "TP": 1412895, + "n_pred": 1692308, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.6025935475165947, + "FN": 64472, + "FP": 71013, + "IoU": 0.4312228174170039, + "TN": 74281076, + "TP": 102719, + "n_pred": 173732, + "n_ref": 167191 + }, + "8": { + "Dice": 0.7661202974944039, + "FN": 6024, + "FP": 29605, + "IoU": 0.6209035580524345, + "TN": 74425296, + "TP": 58355, + "n_pred": 87960, + "n_ref": 64379 + }, + "9": { + "Dice": 0.5031732214924428, + "FN": 61065, + "FP": 1719, + "IoU": 0.33615995432293266, + "TN": 74424703, + "TP": 31793, + "n_pred": 33512, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9083215606221399, + "FN": 14167, + "FP": 40085, + "IoU": 0.8320413116702992, + "TN": 65728172, + "TP": 268756, + "n_pred": 308841, + "n_ref": 282923 + }, + "10": { + "Dice": 0.36637010087646765, + "FN": 55840, + "FP": 39949, + "IoU": 0.22426750457556566, + "TN": 65927698, + "TP": 27693, + "n_pred": 67642, + "n_ref": 83533 + }, + "11": { + "Dice": 0.8104014859265609, + "FN": 801, + "FP": 526, + "IoU": 0.6812394907518616, + "TN": 66047017, + "TP": 2836, + "n_pred": 3362, + "n_ref": 3637 + }, + "12": { + "Dice": 0.3608684801597205, + "FN": 2303, + "FP": 258, + "IoU": 0.22015834348355665, + "TN": 66047896, + "TP": 723, + "n_pred": 981, + "n_ref": 3026 + }, + "13": { + "Dice": 0.4908257862847111, + "FN": 24701, + "FP": 22863, + "IoU": 0.3252280497666303, + "TN": 65980691, + "TP": 22925, + "n_pred": 45788, + "n_ref": 47626 + }, + "14": { + "Dice": 0.6981246688121179, + "FN": 4653, + "FP": 42061, + "IoU": 0.5362454085178199, + "TN": 65950450, + "TP": 54016, + "n_pred": 96077, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8455935199393951, + "FN": 2830, + "FP": 5119, + "IoU": 0.7324920074036682, + "TN": 66021465, + "TP": 21766, + "n_pred": 26885, + "n_ref": 24596 + }, + "2": { + "Dice": 0.6550155909141329, + "FN": 64230, + "FP": 19743, + "IoU": 0.4870060845979034, + "TN": 65887488, + "TP": 79719, + "n_pred": 99462, + "n_ref": 143949 + }, + "3": { + "Dice": 0.7471711099518481, + "FN": 20045, + "FP": 72524, + "IoU": 0.5963871969165166, + "TN": 65821829, + "TP": 136782, + "n_pred": 209306, + "n_ref": 156827 + }, + "4": { + "Dice": 0.07221167391437497, + "FN": 28349, + "FP": 1947, + "IoU": 0.03745830023828435, + "TN": 66019705, + "TP": 1179, + "n_pred": 3126, + "n_ref": 29528 + }, + "5": { + "Dice": 0.6583045506877537, + "FN": 4547, + "FP": 1092, + "IoU": 0.49065125101616835, + "TN": 66040109, + "TP": 5432, + "n_pred": 6524, + "n_ref": 9979 + }, + "6": { + "Dice": 0.630849691859152, + "FN": 165973, + "FP": 837585, + "IoU": 0.46075999699096215, + "TN": 64190120, + "TP": 857502, + "n_pred": 1695087, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.5191515696256621, + "FN": 624202, + "FP": 28468, + "IoU": 0.3505771144278607, + "TN": 65046180, + "TP": 352330, + "n_pred": 380798, + "n_ref": 976532 + }, + "8": { + "Dice": 0.6076480480084411, + "FN": 7583, + "FP": 87611, + "IoU": 0.4364184264900035, + "TN": 65882271, + "TP": 73715, + "n_pred": 161326, + "n_ref": 81298 + }, + "9": { + "Dice": 0.476382592447101, + "FN": 47650, + "FP": 1669, + "IoU": 0.312665496000223, + "TN": 65979426, + "TP": 22435, + "n_pred": 24104, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.847092436684938, + "FN": 6293, + "FP": 46904, + "IoU": 0.734744452754924, + "TN": 113271990, + "TP": 147353, + "n_pred": 194257, + "n_ref": 153646 + }, + "10": { + "Dice": 0.3352872006841505, + "FN": 61747, + "FP": 12871, + "IoU": 0.20140843563042476, + "TN": 113379103, + "TP": 18819, + "n_pred": 31690, + "n_ref": 80566 + }, + "11": { + "Dice": 0.43092880716643095, + "FN": 2316, + "FP": 98, + "IoU": 0.2746394230769231, + "TN": 113469212, + "TP": 914, + "n_pred": 1012, + "n_ref": 3230 + }, + "12": { + "Dice": 0.02029966167230546, + "FN": 4041, + "FP": 13, + "IoU": 0.01025390625, + "TN": 113468444, + "TP": 42, + "n_pred": 55, + "n_ref": 4083 + }, + "13": { + "Dice": 0.4209693604740593, + "FN": 48140, + "FP": 30911, + "IoU": 0.2665998682586954, + "TN": 113364753, + "TP": 28736, + "n_pred": 59647, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8492217961872873, + "FN": 67032, + "FP": 2767, + "IoU": 0.7379543628595671, + "TN": 113206178, + "TP": 196563, + "n_pred": 199330, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7385610040170189, + "FN": 6347, + "FP": 4652, + "IoU": 0.5854908611268136, + "TN": 113446005, + "TP": 15536, + "n_pred": 20188, + "n_ref": 21883 + }, + "2": { + "Dice": 0.6934189406099518, + "FN": 36152, + "FP": 44259, + "IoU": 0.5307125307125307, + "TN": 113301193, + "TP": 90936, + "n_pred": 135195, + "n_ref": 127088 + }, + "3": { + "Dice": 0.6435707553520937, + "FN": 48603, + "FP": 30813, + "IoU": 0.47445951043259016, + "TN": 113321427, + "TP": 71697, + "n_pred": 102510, + "n_ref": 120300 + }, + "4": { + "Dice": 0.5681643889489726, + "FN": 16645, + "FP": 5316, + "IoU": 0.3968083937596133, + "TN": 113436132, + "TP": 14447, + "n_pred": 19763, + "n_ref": 31092 + }, + "5": { + "Dice": 0.25401206173975266, + "FN": 27856, + "FP": 1336, + "IoU": 0.14548328552192494, + "TN": 113438378, + "TP": 4970, + "n_pred": 6306, + "n_ref": 32826 + }, + "6": { + "Dice": 0.812185000717172, + "FN": 240471, + "FP": 177232, + "IoU": 0.6837638868069088, + "TN": 112151682, + "TP": 903155, + "n_pred": 1080387, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.20689465016656347, + "FN": 176754, + "FP": 139653, + "IoU": 0.11538343253829572, + "TN": 113114863, + "TP": 41270, + "n_pred": 180923, + "n_ref": 218024 + }, + "8": { + "Dice": 0.6921764379821794, + "FN": 39127, + "FP": 116922, + "IoU": 0.5292582715930207, + "TN": 113141044, + "TP": 175447, + "n_pred": 292369, + "n_ref": 214574 + }, + "9": { + "Dice": 0.22895087640858772, + "FN": 92413, + "FP": 712, + "IoU": 0.1292741535843517, + "TN": 113365589, + "TP": 13826, + "n_pred": 14538, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5595294040322714, + "FN": 42057, + "FP": 91976, + "IoU": 0.38843514445803146, + "TN": 74977564, + "TP": 85131, + "n_pred": 177107, + "n_ref": 127188 + }, + "10": { + "Dice": 0.6504448330925405, + "FN": 44454, + "FP": 15307, + "IoU": 0.48196979941401846, + "TN": 75081366, + "TP": 55601, + "n_pred": 70908, + "n_ref": 100055 + }, + "11": { + "Dice": 0.5505640213734415, + "FN": 2153, + "FP": 118, + "IoU": 0.3798470780993992, + "TN": 75193066, + "TP": 1391, + "n_pred": 1509, + "n_ref": 3544 + }, + "12": { + "Dice": 0.004497269514937359, + "FN": 3099, + "FP": 0, + "IoU": 0.0022537025112685126, + "TN": 75193622, + "TP": 7, + "n_pred": 7, + "n_ref": 3106 + }, + "13": { + "Dice": 0.25317976965448175, + "FN": 45148, + "FP": 14508, + "IoU": 0.14493750716660933, + "TN": 75126960, + "TP": 10112, + "n_pred": 24620, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9353591223620945, + "FN": 10791, + "FP": 6108, + "IoU": 0.8785677330344055, + "TN": 75057564, + "TP": 122265, + "n_pred": 128373, + "n_ref": 133056 + }, + "15": { + "Dice": 0.14788880921246889, + "FN": 66800, + "FP": 14004, + "IoU": 0.07984877471075887, + "TN": 75108912, + "TP": 7012, + "n_pred": 21016, + "n_ref": 73812 + }, + "2": { + "Dice": 0.6314414923420646, + "FN": 11641, + "FP": 145568, + "IoU": 0.4613916678086885, + "TN": 74904848, + "TP": 134671, + "n_pred": 280239, + "n_ref": 146312 + }, + "3": { + "Dice": 0.0007059872674577027, + "FN": 147458, + "FP": 13904, + "IoU": 0.0003531182822344334, + "TN": 75035309, + "TP": 57, + "n_pred": 13961, + "n_ref": 147515 + }, + "4": { + "Dice": 0.44608840392084337, + "FN": 17727, + "FP": 243, + "IoU": 0.28707450606998336, + "TN": 75171522, + "TP": 7236, + "n_pred": 7479, + "n_ref": 24963 + }, + "5": { + "Dice": 0.19069500287191268, + "FN": 6871, + "FP": 174, + "IoU": 0.10539682539682539, + "TN": 75188853, + "TP": 830, + "n_pred": 1004, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8206442255644878, + "FN": 71717, + "FP": 446178, + "IoU": 0.6958411052485681, + "TN": 73494016, + "TP": 1184817, + "n_pred": 1630995, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.5213133952339479, + "FN": 45868, + "FP": 148698, + "IoU": 0.3525516451922053, + "TN": 74896216, + "TP": 105946, + "n_pred": 254644, + "n_ref": 151814 + }, + "8": { + "Dice": 0.714620445499473, + "FN": 14897, + "FP": 40885, + "IoU": 0.5559606444628415, + "TN": 75071104, + "TP": 69842, + "n_pred": 110727, + "n_ref": 84739 + }, + "9": { + "Dice": 0.34516308950814933, + "FN": 60524, + "FP": 2876, + "IoU": 0.2085783120498321, + "TN": 75116619, + "TP": 16709, + "n_pred": 19585, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9287645325641386, + "FN": 20886, + "FP": 9021, + "IoU": 0.8670031573798195, + "TN": 86703002, + "TP": 194963, + "n_pred": 203984, + "n_ref": 215849 + }, + "10": { + "Dice": 0.47055367456681935, + "FN": 21575, + "FP": 84759, + "IoU": 0.307662757915709, + "TN": 86774285, + "TP": 47253, + "n_pred": 132012, + "n_ref": 68828 + }, + "11": { + "Dice": 0.5790655884995508, + "FN": 1301, + "FP": 573, + "IoU": 0.40752450205501106, + "TN": 86924709, + "TP": 1289, + "n_pred": 1862, + "n_ref": 2590 + }, + "12": { + "Dice": 0.3874825085866938, + "FN": 3392, + "FP": 1423, + "IoU": 0.24029662354054906, + "TN": 86921534, + "TP": 1523, + "n_pred": 2946, + "n_ref": 4915 + }, + "13": { + "Dice": 0.3885942022109408, + "FN": 34885, + "FP": 29548, + "IoU": 0.24115229245427458, + "TN": 86842963, + "TP": 20476, + "n_pred": 50024, + "n_ref": 55361 + }, + "14": { + "Dice": 0.6067812465607689, + "FN": 17117, + "FP": 68633, + "IoU": 0.4355247480432622, + "TN": 86775961, + "TP": 66161, + "n_pred": 134794, + "n_ref": 83278 + }, + "15": { + "Dice": 0.5123110808681327, + "FN": 105434, + "FP": 3504, + "IoU": 0.3443670745138634, + "TN": 86761715, + "TP": 57219, + "n_pred": 60723, + "n_ref": 162653 + }, + "2": { + "Dice": 0.6184291113572247, + "FN": 26779, + "FP": 93462, + "IoU": 0.44762749160468757, + "TN": 86710191, + "TP": 97440, + "n_pred": 190902, + "n_ref": 124219 + }, + "3": { + "Dice": 0.5655224865360301, + "FN": 83353, + "FP": 50324, + "IoU": 0.3942358672255579, + "TN": 86707197, + "TP": 86998, + "n_pred": 137322, + "n_ref": 170351 + }, + "4": { + "Dice": 0.43101251158480075, + "FN": 9081, + "FP": 10565, + "IoU": 0.2747074242256433, + "TN": 86900785, + "TP": 7441, + "n_pred": 18006, + "n_ref": 16522 + }, + "5": { + "Dice": 0.5866813428728673, + "FN": 2808, + "FP": 947, + "IoU": 0.4151090342679128, + "TN": 86921452, + "TP": 2665, + "n_pred": 3612, + "n_ref": 5473 + }, + "6": { + "Dice": 0.6658057453668466, + "FN": 123317, + "FP": 931762, + "IoU": 0.4990320885094163, + "TN": 84821791, + "TP": 1051002, + "n_pred": 1982764, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.4345752050774403, + "FN": 697796, + "FP": 148987, + "IoU": 0.2776084846023781, + "TN": 85755678, + "TP": 325411, + "n_pred": 474398, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.7637543996871333, + "FN": 5565, + "FP": 24639, + "IoU": 0.6178015108760297, + "TN": 86848845, + "TP": 48823, + "n_pred": 73462, + "n_ref": 54388 + }, + "9": { + "Dice": 0.6234297399941572, + "FN": 24085, + "FP": 8140, + "IoU": 0.45288624787775894, + "TN": 86868972, + "TP": 26675, + "n_pred": 34815, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5861606272184733, + "FN": 13326, + "FP": 92770, + "IoU": 0.4145878509984385, + "TN": 37568367, + "TP": 75137, + "n_pred": 167907, + "n_ref": 88463 + }, + "10": { + "Dice": 0.03539047490646803, + "FN": 57669, + "FP": 28188, + "IoU": 0.018013999451001923, + "TN": 37662168, + "TP": 1575, + "n_pred": 29763, + "n_ref": 59244 + }, + "11": { + "Dice": 0.6741943072218302, + "FN": 1155, + "FP": 230, + "IoU": 0.5085166784953868, + "TN": 37746782, + "TP": 1433, + "n_pred": 1663, + "n_ref": 2588 + }, + "12": { + "Dice": 0.0013012361743656475, + "FN": 2915, + "FP": 155, + "IoU": 0.0006510416666666666, + "TN": 37746528, + "TP": 2, + "n_pred": 157, + "n_ref": 2917 + }, + "13": { + "Dice": 0.513881510041136, + "FN": 27958, + "FP": 4067, + "IoU": 0.34578771041019774, + "TN": 37700648, + "TP": 16927, + "n_pred": 20994, + "n_ref": 44885 + }, + "14": { + "Dice": 0.23533638704232587, + "FN": 23311, + "FP": 476831, + "IoU": 0.1333604803285364, + "TN": 37172495, + "TP": 76963, + "n_pred": 553794, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 22099, + "IoU": 0.0, + "TN": 37727501, + "TP": 0, + "n_pred": 22099, + "n_ref": 0 + }, + "2": { + "Dice": 0.5047192863097577, + "FN": 47560, + "FP": 55814, + "IoU": 0.3375414941747946, + "TN": 37593554, + "TP": 52672, + "n_pred": 108486, + "n_ref": 100232 + }, + "3": { + "Dice": 0.4410485624546992, + "FN": 55840, + "FP": 27446, + "IoU": 0.28291359938008526, + "TN": 37633455, + "TP": 32859, + "n_pred": 60305, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 12836, + "IoU": 0.0, + "TN": 37725070, + "TP": 0, + "n_pred": 12836, + "n_ref": 11694 + }, + "5": { + "Dice": 0.34704756697648986, + "FN": 7510, + "FP": 2044, + "IoU": 0.20995617299264038, + "TN": 37737507, + "TP": 2539, + "n_pred": 4583, + "n_ref": 10049 + }, + "6": { + "Dice": 0.47073201297851885, + "FN": 485221, + "FP": 93370, + "IoU": 0.30781525342419047, + "TN": 36913709, + "TP": 257300, + "n_pred": 350670, + "n_ref": 742521 + }, + "7": { + "Dice": 0.351520622594941, + "FN": 223018, + "FP": 228109, + "IoU": 0.213239320681272, + "TN": 37176202, + "TP": 122271, + "n_pred": 350380, + "n_ref": 345289 + }, + "8": { + "Dice": 0.7381534736634054, + "FN": 18331, + "FP": 24063, + "IoU": 0.5849788054704402, + "TN": 37647451, + "TP": 59755, + "n_pred": 83818, + "n_ref": 78086 + }, + "9": { + "Dice": 0.3149849796783884, + "FN": 44076, + "FP": 2442, + "IoU": 0.1869330396937759, + "TN": 37692387, + "TP": 10695, + "n_pred": 13137, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7040463377068683, + "FN": 22263, + "FP": 125504, + "IoU": 0.5432650550646155, + "TN": 75583159, + "TP": 175762, + "n_pred": 301266, + "n_ref": 198025 + }, + "10": { + "Dice": 0.7231915982884707, + "FN": 37124, + "FP": 21811, + "IoU": 0.5664057326996366, + "TN": 75770766, + "TP": 76987, + "n_pred": 98798, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6732561423326744, + "FN": 1958, + "FP": 356, + "IoU": 0.5074499787143465, + "TN": 75901990, + "TP": 2384, + "n_pred": 2740, + "n_ref": 4342 + }, + "12": { + "Dice": 0.5161111111111111, + "FN": 2726, + "FP": 758, + "IoU": 0.34780980906027703, + "TN": 75901346, + "TP": 1858, + "n_pred": 2616, + "n_ref": 4584 + }, + "13": { + "Dice": 0.6638777407432601, + "FN": 12222, + "FP": 17426, + "IoU": 0.49686900741595535, + "TN": 75847761, + "TP": 29279, + "n_pred": 46705, + "n_ref": 41501 + }, + "14": { + "Dice": 0.7954527777436641, + "FN": 26523, + "FP": 23444, + "IoU": 0.6603749218346429, + "TN": 75759564, + "TP": 97157, + "n_pred": 120601, + "n_ref": 123680 + }, + "15": { + "Dice": 0.34566844919786094, + "FN": 146061, + "FP": 9948, + "IoU": 0.20894750452547195, + "TN": 75709471, + "TP": 41208, + "n_pred": 51156, + "n_ref": 187269 + }, + "2": { + "Dice": 0.4796732968839097, + "FN": 106910, + "FP": 79240, + "IoU": 0.3155067235882671, + "TN": 75634735, + "TP": 85803, + "n_pred": 165043, + "n_ref": 192713 + }, + "3": { + "Dice": 0.6452187425077379, + "FN": 72272, + "FP": 124539, + "IoU": 0.47625307697425323, + "TN": 75530913, + "TP": 178964, + "n_pred": 303503, + "n_ref": 251236 + }, + "4": { + "Dice": 0.20687337198554742, + "FN": 26484, + "FP": 1833, + "IoU": 0.11537019681349578, + "TN": 75874678, + "TP": 3693, + "n_pred": 5526, + "n_ref": 30177 + }, + "5": { + "Dice": 0.6809880766715299, + "FN": 2861, + "FP": 3480, + "IoU": 0.5162865207109619, + "TN": 75893579, + "TP": 6768, + "n_pred": 10248, + "n_ref": 9629 + }, + "6": { + "Dice": 0.7316987897004129, + "FN": 271269, + "FP": 781608, + "IoU": 0.5769124745434702, + "TN": 73418132, + "TP": 1435679, + "n_pred": 2217287, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.6125256010192854, + "FN": 86963, + "FP": 149334, + "IoU": 0.4414680382349882, + "TN": 75483620, + "TP": 186771, + "n_pred": 336105, + "n_ref": 273734 + }, + "8": { + "Dice": 0.6845972604927918, + "FN": 6032, + "FP": 72948, + "IoU": 0.5204468866692978, + "TN": 75741993, + "TP": 85715, + "n_pred": 158663, + "n_ref": 91747 + }, + "9": { + "Dice": 0.6595112424341911, + "FN": 38574, + "FP": 1873, + "IoU": 0.4919931172207639, + "TN": 75827069, + "TP": 39172, + "n_pred": 41045, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5566528066528067, + "FN": 21149, + "FP": 96565, + "IoU": 0.3856679870363702, + "TN": 61196137, + "TP": 73899, + "n_pred": 170464, + "n_ref": 95048 + }, + "10": { + "Dice": 0.3963237267603386, + "FN": 50735, + "FP": 32486, + "IoU": 0.2471344955174192, + "TN": 61277211, + "TP": 27318, + "n_pred": 59804, + "n_ref": 78053 + }, + "11": { + "Dice": 0.684976836532098, + "FN": 1272, + "FP": 632, + "IoU": 0.5208857574232512, + "TN": 61383776, + "TP": 2070, + "n_pred": 2702, + "n_ref": 3342 + }, + "12": { + "Dice": 0.24027161138678507, + "FN": 2909, + "FP": 0, + "IoU": 0.13653903235381418, + "TN": 61384381, + "TP": 460, + "n_pred": 460, + "n_ref": 3369 + }, + "13": { + "Dice": 0.37767675559277425, + "FN": 26827, + "FP": 14789, + "IoU": 0.23279994100730034, + "TN": 61333506, + "TP": 12628, + "n_pred": 27417, + "n_ref": 39455 + }, + "14": { + "Dice": 0.634042997286579, + "FN": 5706, + "FP": 64426, + "IoU": 0.4641749308558593, + "TN": 61256864, + "TP": 60754, + "n_pred": 125180, + "n_ref": 66460 + }, + "15": { + "Dice": 0.7915582987202878, + "FN": 12144, + "FP": 3965, + "IoU": 0.6550239849237622, + "TN": 61341054, + "TP": 30587, + "n_pred": 34552, + "n_ref": 42731 + }, + "2": { + "Dice": 0.6376822518779662, + "FN": 23189, + "FP": 101782, + "IoU": 0.46808628365667004, + "TN": 61152804, + "TP": 109975, + "n_pred": 211757, + "n_ref": 133164 + }, + "3": { + "Dice": 0.46297946984827615, + "FN": 85056, + "FP": 27605, + "IoU": 0.3012187936114126, + "TN": 61226525, + "TP": 48564, + "n_pred": 76169, + "n_ref": 133620 + }, + "4": { + "Dice": 0.63111679702265, + "FN": 8123, + "FP": 4564, + "IoU": 0.46104502973661854, + "TN": 61364210, + "TP": 10853, + "n_pred": 15417, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0, + "FN": 27695, + "FP": 348, + "IoU": 0.0, + "TN": 61359707, + "TP": 0, + "n_pred": 348, + "n_ref": 27695 + }, + "6": { + "Dice": 0.7336939627881829, + "FN": 161500, + "FP": 443338, + "IoU": 0.5793970345459679, + "TN": 59949724, + "TP": 833188, + "n_pred": 1276526, + "n_ref": 994688 + }, + "7": { + "Dice": 0.35234877332236864, + "FN": 121007, + "FP": 96359, + "IoU": 0.21384912511663906, + "TN": 61111256, + "TP": 59128, + "n_pred": 155487, + "n_ref": 180135 + }, + "8": { + "Dice": 0.6968722519970749, + "FN": 58100, + "FP": 105639, + "IoU": 0.5347689457653316, + "TN": 61035798, + "TP": 188213, + "n_pred": 293852, + "n_ref": 246313 + }, + "9": { + "Dice": 0.4369932977652889, + "FN": 56701, + "FP": 2605, + "IoU": 0.2795850440951386, + "TN": 61305428, + "TP": 23016, + "n_pred": 25621, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9009703188932909, + "FN": 12111, + "FP": 26008, + "IoU": 0.8197870670663099, + "TN": 39537278, + "TP": 173403, + "n_pred": 199411, + "n_ref": 185514 + }, + "10": { + "Dice": 0.36189621653955434, + "FN": 34892, + "FP": 24846, + "IoU": 0.22092386342888443, + "TN": 39672122, + "TP": 16940, + "n_pred": 41786, + "n_ref": 51832 + }, + "11": { + "Dice": 0.6919831223628692, + "FN": 1227, + "FP": 379, + "IoU": 0.5290322580645161, + "TN": 39745390, + "TP": 1804, + "n_pred": 2183, + "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": 0.4589071244419292, + "FN": 25566, + "FP": 17459, + "IoU": 0.29778031663130405, + "TN": 39687530, + "TP": 18245, + "n_pred": 35704, + "n_ref": 43811 + }, + "14": { + "Dice": 0.13484213835098724, + "FN": 24110, + "FP": 94241, + "IoU": 0.07229529527960242, + "TN": 39621226, + "TP": 9223, + "n_pred": 103464, + "n_ref": 33333 + }, + "15": { + "Dice": 0.004520280878521765, + "FN": 51585, + "FP": 6114, + "IoU": 0.0022652602455472937, + "TN": 39690970, + "TP": 131, + "n_pred": 6245, + "n_ref": 51716 + }, + "2": { + "Dice": 0.5571355123554219, + "FN": 40367, + "FP": 82810, + "IoU": 0.3861315578325202, + "TN": 39548143, + "TP": 77480, + "n_pred": 160290, + "n_ref": 117847 + }, + "3": { + "Dice": 0.4013051833318287, + "FN": 87601, + "FP": 51662, + "IoU": 0.25102050694590106, + "TN": 39562863, + "TP": 46674, + "n_pred": 98336, + "n_ref": 134275 + }, + "4": { + "Dice": 0.46715512090814754, + "FN": 16345, + "FP": 600, + "IoU": 0.3047634677717146, + "TN": 39724427, + "TP": 7428, + "n_pred": 8028, + "n_ref": 23773 + }, + "5": { + "Dice": 0.6403006106153124, + "FN": 3116, + "FP": 713, + "IoU": 0.47091336189028604, + "TN": 39741563, + "TP": 3408, + "n_pred": 4121, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9519447786491495, + "FN": 60793, + "FP": 26759, + "IoU": 0.9082963943657251, + "TN": 38794072, + "TP": 867176, + "n_pred": 893935, + "n_ref": 927969 + }, + "7": { + "Dice": 0.5608234490744177, + "FN": 429850, + "FP": 43498, + "IoU": 0.3896835650314991, + "TN": 38973222, + "TP": 302230, + "n_pred": 345728, + "n_ref": 732080 + }, + "8": { + "Dice": 0.7888618956034686, + "FN": 2775, + "FP": 22255, + "IoU": 0.6513393416818732, + "TN": 39677011, + "TP": 46759, + "n_pred": 69014, + "n_ref": 49534 + }, + "9": { + "Dice": 0.5572981441700451, + "FN": 24377, + "FP": 3032, + "IoU": 0.386287812632946, + "TN": 39704139, + "TP": 17252, + "n_pred": 20284, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.27076796539434, + "FN": 8071, + "FP": 470699, + "IoU": 0.15658278355691396, + "TN": 100828953, + "TP": 88885, + "n_pred": 559584, + "n_ref": 96956 + }, + "10": { + "Dice": 0.31276746203588274, + "FN": 60940, + "FP": 33327, + "IoU": 0.18537306209924126, + "TN": 101280890, + "TP": 21451, + "n_pred": 54778, + "n_ref": 82391 + }, + "11": { + "Dice": 0.5405129513844583, + "FN": 3411, + "FP": 190, + "IoU": 0.3703444658157021, + "TN": 101390889, + "TP": 2118, + "n_pred": 2308, + "n_ref": 5529 + }, + "12": { + "Dice": 0.0046982291290206, + "FN": 5212, + "FP": 296, + "IoU": 0.00235464589748234, + "TN": 101391087, + "TP": 13, + "n_pred": 309, + "n_ref": 5225 + }, + "13": { + "Dice": 0.4643739728528821, + "FN": 30872, + "FP": 13127, + "IoU": 0.30240043125317095, + "TN": 101333536, + "TP": 19073, + "n_pred": 32200, + "n_ref": 49945 + }, + "14": { + "Dice": 0.8231996121755207, + "FN": 38865, + "FP": 19852, + "IoU": 0.6995235731501999, + "TN": 101201195, + "TP": 136696, + "n_pred": 156548, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8961715043125804, + "FN": 3548, + "FP": 1857, + "IoU": 0.8118756743587067, + "TN": 101367877, + "TP": 23326, + "n_pred": 25183, + "n_ref": 26874 + }, + "2": { + "Dice": 0.5399961373213907, + "FN": 96462, + "FP": 48827, + "IoU": 0.3698593895023551, + "TN": 101166042, + "TP": 85277, + "n_pred": 134104, + "n_ref": 181739 + }, + "3": { + "Dice": 0.47953088938855154, + "FN": 94558, + "FP": 63077, + "IoU": 0.31538351291839845, + "TN": 101166355, + "TP": 72618, + "n_pred": 135695, + "n_ref": 167176 + }, + "4": { + "Dice": 0.33269748653500897, + "FN": 7181, + "FP": 4713, + "IoU": 0.1995423648966956, + "TN": 101381749, + "TP": 2965, + "n_pred": 7678, + "n_ref": 10146 + }, + "5": { + "Dice": 0.32461853539733204, + "FN": 29719, + "FP": 6886, + "IoU": 0.19375798422976961, + "TN": 101351206, + "TP": 8797, + "n_pred": 15683, + "n_ref": 38516 + }, + "6": { + "Dice": 0.5840489041862844, + "FN": 332529, + "FP": 1801177, + "IoU": 0.4124781610841189, + "TN": 97764903, + "TP": 1497999, + "n_pred": 3299176, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.30081925935024256, + "FN": 338563, + "FP": 230675, + "IoU": 0.1770378230836179, + "TN": 100704914, + "TP": 122456, + "n_pred": 353131, + "n_ref": 461019 + }, + "8": { + "Dice": 0.7493162148743221, + "FN": 42168, + "FP": 100719, + "IoU": 0.5991252335609559, + "TN": 101040170, + "TP": 213551, + "n_pred": 314270, + "n_ref": 255719 + }, + "9": { + "Dice": 0.4565487968341099, + "FN": 58008, + "FP": 10106, + "IoU": 0.2957973636598604, + "TN": 101299883, + "TP": 28611, + "n_pred": 38717, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7012184627718557, + "FN": 56058, + "FP": 81089, + "IoU": 0.5399048590330242, + "TN": 73585420, + "TP": 160937, + "n_pred": 242026, + "n_ref": 216995 + }, + "10": { + "Dice": 0.05771698275744812, + "FN": 69476, + "FP": 138353, + "IoU": 0.029716051803505235, + "TN": 73669310, + "TP": 6365, + "n_pred": 144718, + "n_ref": 75841 + }, + "11": { + "Dice": 0.4969405594405594, + "FN": 2848, + "FP": 4058, + "IoU": 0.330619366094795, + "TN": 73873187, + "TP": 3411, + "n_pred": 7469, + "n_ref": 6259 + }, + "12": { + "Dice": 0.005644734521079556, + "FN": 5525, + "FP": 112, + "IoU": 0.0028303555634176542, + "TN": 73877851, + "TP": 16, + "n_pred": 128, + "n_ref": 5541 + }, + "13": { + "Dice": 0.07252281742211268, + "FN": 56531, + "FP": 63888, + "IoU": 0.03762577221542912, + "TN": 73758377, + "TP": 4708, + "n_pred": 68596, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6468005254269094, + "FN": 14972, + "FP": 79138, + "IoU": 0.4779786998003106, + "TN": 73703224, + "TP": 86170, + "n_pred": 165308, + "n_ref": 101142 + }, + "15": { + "Dice": 0.266714405611636, + "FN": 187536, + "FP": 2932, + "IoU": 0.1538779336049079, + "TN": 73658397, + "TP": 34639, + "n_pred": 37571, + "n_ref": 222175 + }, + "2": { + "Dice": 0.09058924552503603, + "FN": 169898, + "FP": 254785, + "IoU": 0.04744356095865062, + "TN": 73437669, + "TP": 21152, + "n_pred": 275937, + "n_ref": 191050 + }, + "3": { + "Dice": 0.3503483967964842, + "FN": 139061, + "FP": 40695, + "IoU": 0.21237720505113353, + "TN": 73655278, + "TP": 48470, + "n_pred": 89165, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 16471, + "IoU": 0.0, + "TN": 73819145, + "TP": 0, + "n_pred": 16471, + "n_ref": 47888 + }, + "5": { + "Dice": 0.03081323538971592, + "FN": 14891, + "FP": 18, + "IoU": 0.0156476957612571, + "TN": 73868358, + "TP": 237, + "n_pred": 255, + "n_ref": 15128 + }, + "6": { + "Dice": 0.4456853589423105, + "FN": 498586, + "FP": 2493202, + "IoU": 0.2867407583827608, + "TN": 69688973, + "TP": 1202743, + "n_pred": 3695945, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.21186334291658865, + "FN": 121125, + "FP": 261844, + "IoU": 0.11848274687358296, + "TN": 73449061, + "TP": 51474, + "n_pred": 313318, + "n_ref": 172599 + }, + "8": { + "Dice": 0.6102684718375132, + "FN": 22494, + "FP": 50249, + "IoU": 0.4391268813224772, + "TN": 73753808, + "TP": 56953, + "n_pred": 107202, + "n_ref": 79447 + }, + "9": { + "Dice": 0.49094153983944366, + "FN": 52907, + "FP": 24392, + "IoU": 0.3253297024604401, + "TN": 73768931, + "TP": 37274, + "n_pred": 61666, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7421428635696997, + "FN": 22377, + "FP": 92257, + "IoU": 0.5900056867156177, + "TN": 69216177, + "TP": 164965, + "n_pred": 257222, + "n_ref": 187342 + }, + "10": { + "Dice": 0.35394280156419666, + "FN": 40908, + "FP": 56071, + "IoU": 0.21502460661788514, + "TN": 69372232, + "TP": 26565, + "n_pred": 82636, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7914137675795707, + "FN": 788, + "FP": 621, + "IoU": 0.6548260656540912, + "TN": 69491694, + "TP": 2673, + "n_pred": 3294, + "n_ref": 3461 + }, + "12": { + "Dice": 0.011620795107033639, + "FN": 3133, + "FP": 99, + "IoU": 0.00584435558289757, + "TN": 69492525, + "TP": 19, + "n_pred": 118, + "n_ref": 3152 + }, + "13": { + "Dice": 0.5587596134580707, + "FN": 41564, + "FP": 15694, + "IoU": 0.3876935580460262, + "TN": 69402264, + "TP": 36254, + "n_pred": 51948, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8100048027288576, + "FN": 43939, + "FP": 6302, + "IoU": 0.6806790519712465, + "TN": 69338439, + "TP": 107096, + "n_pred": 113398, + "n_ref": 151035 + }, + "15": { + "Dice": 0.5662747697197472, + "FN": 56403, + "FP": 1184, + "IoU": 0.3949674301323807, + "TN": 69400596, + "TP": 37593, + "n_pred": 38777, + "n_ref": 93996 + }, + "2": { + "Dice": 0.5474938791281054, + "FN": 76468, + "FP": 45329, + "IoU": 0.3769305142751907, + "TN": 69300297, + "TP": 73682, + "n_pred": 119011, + "n_ref": 150150 + }, + "3": { + "Dice": 0.5803412056887783, + "FN": 67065, + "FP": 85520, + "IoU": 0.4087892161231203, + "TN": 69237687, + "TP": 105504, + "n_pred": 191024, + "n_ref": 172569 + }, + "4": { + "Dice": 0.02513973675398604, + "FN": 36631, + "FP": 1216, + "IoU": 0.012729881309508282, + "TN": 69457441, + "TP": 488, + "n_pred": 1704, + "n_ref": 37119 + }, + "5": { + "Dice": 0.5944274341702388, + "FN": 9386, + "FP": 3860, + "IoU": 0.4229076809131704, + "TN": 69472823, + "TP": 9707, + "n_pred": 13567, + "n_ref": 19093 + }, + "6": { + "Dice": 0.6985037925895369, + "FN": 240697, + "FP": 802968, + "IoU": 0.536692914364555, + "TN": 67243134, + "TP": 1208977, + "n_pred": 2011945, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.5928949810882711, + "FN": 83661, + "FP": 231273, + "IoU": 0.4213580174327165, + "TN": 68951512, + "TP": 229330, + "n_pred": 460603, + "n_ref": 312991 + }, + "8": { + "Dice": 0.5838954952048194, + "FN": 19917, + "FP": 78096, + "IoU": 0.41232514495056394, + "TN": 69328995, + "TP": 68768, + "n_pred": 146864, + "n_ref": 88685 + }, + "9": { + "Dice": 0.4620716090524356, + "FN": 50835, + "FP": 17930, + "IoU": 0.3004506658256951, + "TN": 69397477, + "TP": 29534, + "n_pred": 47464, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6188749235822566, + "FN": 23230, + "FP": 197462, + "IoU": 0.44809477008950344, + "TN": 50433679, + "TP": 179181, + "n_pred": 376643, + "n_ref": 202411 + }, + "10": { + "Dice": 0.3412513175726547, + "FN": 48645, + "FP": 56349, + "IoU": 0.20572816194993532, + "TN": 50701363, + "TP": 27195, + "n_pred": 83544, + "n_ref": 75840 + }, + "11": { + "Dice": 0.7304018742115697, + "FN": 2676, + "FP": 316, + "IoU": 0.5753016323633783, + "TN": 50826507, + "TP": 4053, + "n_pred": 4369, + "n_ref": 6729 + }, + "12": { + "Dice": 0.0, + "FN": 6299, + "FP": 312, + "IoU": 0.0, + "TN": 50826941, + "TP": 0, + "n_pred": 312, + "n_ref": 6299 + }, + "13": { + "Dice": 0.3688294944586319, + "FN": 25949, + "FP": 50422, + "IoU": 0.22611339109287126, + "TN": 50734867, + "TP": 22314, + "n_pred": 72736, + "n_ref": 48263 + }, + "14": { + "Dice": 0.22252500307511805, + "FN": 38978, + "FP": 43191, + "IoU": 0.12519163614683587, + "TN": 50739624, + "TP": 11759, + "n_pred": 54950, + "n_ref": 50737 + }, + "15": { + "Dice": 0.0, + "FN": 34756, + "FP": 11280, + "IoU": 0.0, + "TN": 50787516, + "TP": 0, + "n_pred": 11280, + "n_ref": 34756 + }, + "2": { + "Dice": 0.5741209237553673, + "FN": 100758, + "FP": 64383, + "IoU": 0.4026434873197252, + "TN": 50557099, + "TP": 111312, + "n_pred": 175695, + "n_ref": 212070 + }, + "3": { + "Dice": 0.6205094109361946, + "FN": 61276, + "FP": 112240, + "IoU": 0.4498105430043599, + "TN": 50518177, + "TP": 141859, + "n_pred": 254099, + "n_ref": 203135 + }, + "4": { + "Dice": 0.0016113438607798904, + "FN": 17950, + "FP": 638, + "IoU": 0.0008063215610385422, + "TN": 50814949, + "TP": 15, + "n_pred": 653, + "n_ref": 17965 + }, + "5": { + "Dice": 0.7185536111379677, + "FN": 5412, + "FP": 410, + "IoU": 0.560736381469745, + "TN": 50820298, + "TP": 7432, + "n_pred": 7842, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8420150721126316, + "FN": 325257, + "FP": 376886, + "IoU": 0.7271381965642737, + "TN": 48260297, + "TP": 1871112, + "n_pred": 2247998, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.46306595783564686, + "FN": 58597, + "FP": 335097, + "IoU": 0.3012920171795691, + "TN": 50270092, + "TP": 169766, + "n_pred": 504863, + "n_ref": 228363 + }, + "8": { + "Dice": 0.6173358339142929, + "FN": 8617, + "FP": 108298, + "IoU": 0.44648284743066535, + "TN": 50622330, + "TP": 94307, + "n_pred": 202605, + "n_ref": 102924 + }, + "9": { + "Dice": 0.2466234526416199, + "FN": 98054, + "FP": 6199, + "IoU": 0.14065629713890057, + "TN": 50712235, + "TP": 17064, + "n_pred": 23263, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5429226292897034, + "FN": 47562, + "FP": 229234, + "IoU": 0.37261070702445903, + "TN": 76443673, + "TP": 164391, + "n_pred": 393625, + "n_ref": 211953 + }, + "10": { + "Dice": 0.494944958776657, + "FN": 21976, + "FP": 65746, + "IoU": 0.3288550552771508, + "TN": 76754155, + "TP": 42983, + "n_pred": 108729, + "n_ref": 64959 + }, + "11": { + "Dice": 0.746217199770159, + "FN": 926, + "FP": 399, + "IoU": 0.5951726245035136, + "TN": 76881587, + "TP": 1948, + "n_pred": 2347, + "n_ref": 2874 + }, + "12": { + "Dice": 0.4913151364764268, + "FN": 1322, + "FP": 1343, + "IoU": 0.3256578947368421, + "TN": 76880908, + "TP": 1287, + "n_pred": 2630, + "n_ref": 2609 + }, + "13": { + "Dice": 0.31105728650592684, + "FN": 30069, + "FP": 26250, + "IoU": 0.18417278692799097, + "TN": 76815827, + "TP": 12714, + "n_pred": 38964, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8607186625661896, + "FN": 7062, + "FP": 17032, + "IoU": 0.7554926375823261, + "TN": 76786319, + "TP": 74447, + "n_pred": 91479, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6600955605480492, + "FN": 19154, + "FP": 2330, + "IoU": 0.49264375959381274, + "TN": 76842515, + "TP": 20861, + "n_pred": 23191, + "n_ref": 40015 + }, + "2": { + "Dice": 0.5732502511193966, + "FN": 36555, + "FP": 63709, + "IoU": 0.4017875255062468, + "TN": 76717254, + "TP": 67342, + "n_pred": 131051, + "n_ref": 103897 + }, + "3": { + "Dice": 0.38095026099344453, + "FN": 63182, + "FP": 48060, + "IoU": 0.23529250017185674, + "TN": 76739390, + "TP": 34228, + "n_pred": 82288, + "n_ref": 97410 + }, + "4": { + "Dice": 0.5904335980671859, + "FN": 13396, + "FP": 2539, + "IoU": 0.41887604390795374, + "TN": 76857439, + "TP": 11486, + "n_pred": 14025, + "n_ref": 24882 + }, + "5": { + "Dice": 0.6462027638498227, + "FN": 7829, + "FP": 850, + "IoU": 0.4773261065943993, + "TN": 76868255, + "TP": 7926, + "n_pred": 8776, + "n_ref": 15755 + }, + "6": { + "Dice": 0.5376872026960395, + "FN": 74911, + "FP": 1741252, + "IoU": 0.3676964351863457, + "TN": 74012564, + "TP": 1056133, + "n_pred": 2797385, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.3745269258445322, + "FN": 64867, + "FP": 256745, + "IoU": 0.2304110303636507, + "TN": 76466959, + "TP": 96289, + "n_pred": 353034, + "n_ref": 161156 + }, + "8": { + "Dice": 0.6154566385918022, + "FN": 5000, + "FP": 85355, + "IoU": 0.44451958367402145, + "TN": 76722199, + "TP": 72306, + "n_pred": 157661, + "n_ref": 77306 + }, + "9": { + "Dice": 0.5380477400332486, + "FN": 57460, + "FP": 1450, + "IoU": 0.36803372775352133, + "TN": 76791643, + "TP": 34307, + "n_pred": 35757, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.31427104924368854, + "FN": 68549, + "FP": 175936, + "IoU": 0.18643035649514655, + "TN": 130699423, + "TP": 56024, + "n_pred": 231960, + "n_ref": 124573 + }, + "10": { + "Dice": 0.38800551875299666, + "FN": 17910, + "FP": 107178, + "IoU": 0.2406990366696815, + "TN": 130835191, + "TP": 39653, + "n_pred": 146831, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7514147977363236, + "FN": 1983, + "FP": 389, + "IoU": 0.6018129931173409, + "TN": 130993975, + "TP": 3585, + "n_pred": 3974, + "n_ref": 5568 + }, + "12": { + "Dice": 0.13705357142857144, + "FN": 6688, + "FP": 1044, + "IoU": 0.07356817637191469, + "TN": 130991586, + "TP": 614, + "n_pred": 1658, + "n_ref": 7302 + }, + "13": { + "Dice": 0.33280611883572153, + "FN": 57270, + "FP": 27519, + "IoU": 0.19962052560036248, + "TN": 130893996, + "TP": 21147, + "n_pred": 48666, + "n_ref": 78417 + }, + "14": { + "Dice": 0.2358927522995629, + "FN": 815949, + "FP": 27387, + "IoU": 0.13371792027216922, + "TN": 130026420, + "TP": 130176, + "n_pred": 157563, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 20536, + "IoU": 0.0, + "TN": 130954086, + "TP": 0, + "n_pred": 20536, + "n_ref": 25310 + }, + "2": { + "Dice": 0.512272802984035, + "FN": 117363, + "FP": 75895, + "IoU": 0.3443324851569126, + "TN": 130705182, + "TP": 101492, + "n_pred": 177387, + "n_ref": 218855 + }, + "3": { + "Dice": 0.4797662079771638, + "FN": 159340, + "FP": 108930, + "IoU": 0.3155871225167168, + "TN": 130607961, + "TP": 123701, + "n_pred": 232631, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 33838, + "IoU": 0.0, + "TN": 130963814, + "TP": 0, + "n_pred": 33838, + "n_ref": 2280 + }, + "5": { + "Dice": 0.11186913714241414, + "FN": 22276, + "FP": 636, + "IoU": 0.05924861424758776, + "TN": 130975577, + "TP": 1443, + "n_pred": 2079, + "n_ref": 23719 + }, + "6": { + "Dice": 0.5999498591497935, + "FN": 156826, + "FP": 1598450, + "IoU": 0.42852026627093714, + "TN": 127928474, + "TP": 1316182, + "n_pred": 2914632, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.21608415499392197, + "FN": 122476, + "FP": 469520, + "IoU": 0.12112911917836894, + "TN": 130326345, + "TP": 81591, + "n_pred": 551111, + "n_ref": 204067 + }, + "8": { + "Dice": 0.8029141625581293, + "FN": 25623, + "FP": 23666, + "IoU": 0.6707239676930169, + "TN": 130850243, + "TP": 100400, + "n_pred": 124066, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7097356397176864, + "FN": 19861, + "FP": 10696, + "IoU": 0.5500699403666348, + "TN": 130932017, + "TP": 37358, + "n_pred": 48054, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.30400436744412435, + "FN": 11198, + "FP": 200432, + "IoU": 0.17924831975303376, + "TN": 74168849, + "TP": 46219, + "n_pred": 246651, + "n_ref": 57417 + }, + "10": { + "Dice": 0.5998053381221983, + "FN": 35021, + "FP": 23365, + "IoU": 0.4283728216173879, + "TN": 74324558, + "TP": 43754, + "n_pred": 67119, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7190384202618587, + "FN": 713, + "FP": 596, + "IoU": 0.5613270777479893, + "TN": 74423714, + "TP": 1675, + "n_pred": 2271, + "n_ref": 2388 + }, + "12": { + "Dice": 0.5058218250744652, + "FN": 1523, + "FP": 302, + "IoU": 0.33852845233780354, + "TN": 74423939, + "TP": 934, + "n_pred": 1236, + "n_ref": 2457 + }, + "13": { + "Dice": 0.29891771413399665, + "FN": 81936, + "FP": 18405, + "IoU": 0.17572207800742615, + "TN": 74304966, + "TP": 21391, + "n_pred": 39796, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8730626802201098, + "FN": 23897, + "FP": 18848, + "IoU": 0.7747215971076666, + "TN": 74236955, + "TP": 146998, + "n_pred": 165846, + "n_ref": 170895 + }, + "15": { + "Dice": 0.7286800503254746, + "FN": 8897, + "FP": 1023, + "IoU": 0.5731681080848501, + "TN": 74403457, + "TP": 13321, + "n_pred": 14344, + "n_ref": 22218 + }, + "2": { + "Dice": 0.5459487856459717, + "FN": 17429, + "FP": 151108, + "IoU": 0.37546737023875254, + "TN": 74156837, + "TP": 101324, + "n_pred": 252432, + "n_ref": 118753 + }, + "3": { + "Dice": 0.004425123280560602, + "FN": 130852, + "FP": 22586, + "IoU": 0.002217467924749153, + "TN": 74272919, + "TP": 341, + "n_pred": 22927, + "n_ref": 131193 + }, + "4": { + "Dice": 0.055650617316450365, + "FN": 29403, + "FP": 6470, + "IoU": 0.028621716761440562, + "TN": 74389768, + "TP": 1057, + "n_pred": 7527, + "n_ref": 30460 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1050, + "IoU": 0.0, + "TN": 74425648, + "TP": 0, + "n_pred": 1050, + "n_ref": 0 + }, + "6": { + "Dice": 0.45008525402350064, + "FN": 27438, + "FP": 2074395, + "IoU": 0.290393555640334, + "TN": 71464728, + "TP": 860137, + "n_pred": 2934532, + "n_ref": 887575 + }, + "7": { + "Dice": 0.3637510410032822, + "FN": 61410, + "FP": 250296, + "IoU": 0.222307882308032, + "TN": 74025889, + "TP": 89103, + "n_pred": 339399, + "n_ref": 150513 + }, + "8": { + "Dice": 0.33664466214123856, + "FN": 8988, + "FP": 125967, + "IoU": 0.202388903007701, + "TN": 74257499, + "TP": 34244, + "n_pred": 160211, + "n_ref": 43232 + }, + "9": { + "Dice": 0.7662168045276447, + "FN": 9132, + "FP": 5904, + "IoU": 0.621030345800988, + "TN": 74387022, + "TP": 24640, + "n_pred": 30544, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5884420842430959, + "FN": 6323, + "FP": 181226, + "IoU": 0.41687420521287083, + "TN": 106325061, + "TP": 134078, + "n_pred": 315304, + "n_ref": 140401 + }, + "10": { + "Dice": 0.6010344017782535, + "FN": 44318, + "FP": 28733, + "IoU": 0.4296277210406321, + "TN": 106518612, + "TP": 55025, + "n_pred": 83758, + "n_ref": 99343 + }, + "11": { + "Dice": 0.457220461747397, + "FN": 3136, + "FP": 461, + "IoU": 0.2963615023474178, + "TN": 106641576, + "TP": 1515, + "n_pred": 1976, + "n_ref": 4651 + }, + "12": { + "Dice": 0.4583798882681564, + "FN": 3829, + "FP": 49, + "IoU": 0.29733647399891283, + "TN": 106641169, + "TP": 1641, + "n_pred": 1690, + "n_ref": 5470 + }, + "13": { + "Dice": 0.2523866031419918, + "FN": 33818, + "FP": 8393, + "IoU": 0.14441786930436193, + "TN": 106597352, + "TP": 7125, + "n_pred": 15518, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8446210733662785, + "FN": 9153, + "FP": 13328, + "IoU": 0.7310338226672888, + "TN": 106563105, + "TP": 61102, + "n_pred": 74430, + "n_ref": 70255 + }, + "15": { + "Dice": 0.7564739733193827, + "FN": 7763, + "FP": 4340, + "IoU": 0.6083298275136727, + "TN": 106615787, + "TP": 18798, + "n_pred": 23138, + "n_ref": 26561 + }, + "2": { + "Dice": 0.09024321532538267, + "FN": 177063, + "FP": 16697, + "IoU": 0.047253773909622855, + "TN": 106443318, + "TP": 9610, + "n_pred": 26307, + "n_ref": 186673 + }, + "3": { + "Dice": 0.56998468060144, + "FN": 6688, + "FP": 210293, + "IoU": 0.39858641573236137, + "TN": 106285903, + "TP": 143804, + "n_pred": 354097, + "n_ref": 150492 + }, + "4": { + "Dice": 0.7724614270595443, + "FN": 3149, + "FP": 936, + "IoU": 0.6292767038751248, + "TN": 106635669, + "TP": 6934, + "n_pred": 7870, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7325068870523416, + "FN": 1783, + "FP": 159, + "IoU": 0.5779178439469681, + "TN": 106642087, + "TP": 2659, + "n_pred": 2818, + "n_ref": 4442 + }, + "6": { + "Dice": 0.7721930994921804, + "FN": 66455, + "FP": 645201, + "IoU": 0.6289206382313067, + "TN": 104728888, + "TP": 1206144, + "n_pred": 1851345, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.43429692999148456, + "FN": 166242, + "FP": 278193, + "IoU": 0.277381413060091, + "TN": 106031654, + "TP": 170599, + "n_pred": 448792, + "n_ref": 336841 + }, + "8": { + "Dice": 0.6189363877709922, + "FN": 5053, + "FP": 76189, + "IoU": 0.4481592174976226, + "TN": 106499468, + "TP": 65978, + "n_pred": 142167, + "n_ref": 71031 + }, + "9": { + "Dice": 0.3980464625131996, + "FN": 62467, + "FP": 5939, + "IoU": 0.24847565999802249, + "TN": 106555665, + "TP": 22617, + "n_pred": 28556, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7844966051484511, + "FN": 18231, + "FP": 56770, + "IoU": 0.6454088145465549, + "TN": 107915414, + "TP": 136513, + "n_pred": 193283, + "n_ref": 154744 + }, + "10": { + "Dice": 0.6673314477160577, + "FN": 9534, + "FP": 61859, + "IoU": 0.5007482517482518, + "TN": 107983928, + "TP": 71607, + "n_pred": 133466, + "n_ref": 81141 + }, + "11": { + "Dice": 0.6487804878048781, + "FN": 1441, + "FP": 287, + "IoU": 0.48014440433212996, + "TN": 108123604, + "TP": 1596, + "n_pred": 1883, + "n_ref": 3037 + }, + "12": { + "Dice": 0.6012171684817424, + "FN": 2097, + "FP": 393, + "IoU": 0.42981451797572706, + "TN": 108122561, + "TP": 1877, + "n_pred": 2270, + "n_ref": 3974 + }, + "13": { + "Dice": 0.5739302612631146, + "FN": 32784, + "FP": 33492, + "IoU": 0.4024559568674829, + "TN": 108016014, + "TP": 44638, + "n_pred": 78130, + "n_ref": 77422 + }, + "14": { + "Dice": 0.6652479915660416, + "FN": 5818, + "FP": 28475, + "IoU": 0.4984056868710508, + "TN": 108058560, + "TP": 34075, + "n_pred": 62550, + "n_ref": 39893 + }, + "15": { + "Dice": 0.45237142074545417, + "FN": 16496, + "FP": 9495, + "IoU": 0.2922997331590699, + "TN": 108090202, + "TP": 10735, + "n_pred": 20230, + "n_ref": 27231 + }, + "2": { + "Dice": 0.5599785606794615, + "FN": 54578, + "FP": 158872, + "IoU": 0.3888682108397515, + "TN": 107777658, + "TP": 135820, + "n_pred": 294692, + "n_ref": 190398 + }, + "3": { + "Dice": 0.7108679169938186, + "FN": 68504, + "FP": 38655, + "IoU": 0.5514314059550172, + "TN": 107888037, + "TP": 131732, + "n_pred": 170387, + "n_ref": 200236 + }, + "4": { + "Dice": 0.05477535948078106, + "FN": 32330, + "FP": 1458, + "IoU": 0.028158886300227226, + "TN": 108092161, + "TP": 979, + "n_pred": 2437, + "n_ref": 33309 + }, + "5": { + "Dice": 0.6121141525917297, + "FN": 1775, + "FP": 889, + "IoU": 0.4410407049937054, + "TN": 108122162, + "TP": 2102, + "n_pred": 2991, + "n_ref": 3877 + }, + "6": { + "Dice": 0.6021543689577695, + "FN": 47992, + "FP": 1843464, + "IoU": 0.43077315233213886, + "TN": 104804077, + "TP": 1431395, + "n_pred": 3274859, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.486374481614196, + "FN": 89024, + "FP": 264450, + "IoU": 0.3213307886965905, + "TN": 107606094, + "TP": 167360, + "n_pred": 431810, + "n_ref": 256384 + }, + "8": { + "Dice": 0.4911746767872563, + "FN": 2501, + "FP": 81762, + "IoU": 0.3255344864847558, + "TN": 108001995, + "TP": 40670, + "n_pred": 122432, + "n_ref": 43171 + }, + "9": { + "Dice": 0.7114785434387842, + "FN": 24517, + "FP": 5671, + "IoU": 0.5521666246346927, + "TN": 108059519, + "TP": 37221, + "n_pred": 42892, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6431857955796623, + "FN": 13501, + "FP": 109647, + "IoU": 0.47404117194840695, + "TN": 62336020, + "TP": 110992, + "n_pred": 220639, + "n_ref": 124493 + }, + "10": { + "Dice": 0.5851005050544353, + "FN": 21553, + "FP": 31762, + "IoU": 0.413527962335548, + "TN": 62479252, + "TP": 37593, + "n_pred": 69355, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6985900505453578, + "FN": 739, + "FP": 394, + "IoU": 0.5367947669664759, + "TN": 62567714, + "TP": 1313, + "n_pred": 1707, + "n_ref": 2052 + }, + "12": { + "Dice": 0.5777014595854286, + "FN": 1912, + "FP": 1531, + "IoU": 0.4061745429458434, + "TN": 62564362, + "TP": 2355, + "n_pred": 3886, + "n_ref": 4267 + }, + "13": { + "Dice": 0.5673755919248983, + "FN": 14391, + "FP": 27269, + "IoU": 0.3960393168836441, + "TN": 62501182, + "TP": 27318, + "n_pred": 54587, + "n_ref": 41709 + }, + "14": { + "Dice": 0.8354643833598009, + "FN": 99281, + "FP": 1219, + "IoU": 0.7174227833152915, + "TN": 62214505, + "TP": 255155, + "n_pred": 256374, + "n_ref": 354436 + }, + "15": { + "Dice": 0.20591751609560835, + "FN": 79713, + "FP": 9954, + "IoU": 0.11477594700522248, + "TN": 62468867, + "TP": 11626, + "n_pred": 21580, + "n_ref": 91339 + }, + "2": { + "Dice": 0.6943434895477524, + "FN": 65374, + "FP": 24110, + "IoU": 0.5317964441560887, + "TN": 62379038, + "TP": 101638, + "n_pred": 125748, + "n_ref": 167012 + }, + "3": { + "Dice": 0.6083886336566275, + "FN": 78601, + "FP": 77901, + "IoU": 0.43718285749220515, + "TN": 62292091, + "TP": 121567, + "n_pred": 199468, + "n_ref": 200168 + }, + "4": { + "Dice": 0.7033514173653679, + "FN": 8506, + "FP": 4125, + "IoU": 0.5424379641369317, + "TN": 62542555, + "TP": 14974, + "n_pred": 19099, + "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": 0.806468718645744, + "FN": 139738, + "FP": 492741, + "IoU": 0.6756996915327377, + "TN": 60619872, + "TP": 1317809, + "n_pred": 1810550, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.5577368396009453, + "FN": 46738, + "FP": 176336, + "IoU": 0.3867094819551704, + "TN": 62206427, + "TP": 140659, + "n_pred": 316995, + "n_ref": 187397 + }, + "8": { + "Dice": 0.6510587138405672, + "FN": 3786, + "FP": 67323, + "IoU": 0.48264421922631995, + "TN": 62432713, + "TP": 66338, + "n_pred": 133661, + "n_ref": 70124 + }, + "9": { + "Dice": 0.6149289099526066, + "FN": 21570, + "FP": 13530, + "IoU": 0.4439692044482464, + "TN": 62507034, + "TP": 28026, + "n_pred": 41556, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6639654060588596, + "FN": 91771, + "FP": 99472, + "IoU": 0.49696722605081806, + "TN": 55001068, + "TP": 188937, + "n_pred": 288409, + "n_ref": 280708 + }, + "10": { + "Dice": 0.7451925135980128, + "FN": 6971, + "FP": 40625, + "IoU": 0.5938699933443692, + "TN": 55264054, + "TP": 69598, + "n_pred": 110223, + "n_ref": 76569 + }, + "11": { + "Dice": 0.4475194060074249, + "FN": 3001, + "FP": 273, + "IoU": 0.2882608695652174, + "TN": 55376648, + "TP": 1326, + "n_pred": 1599, + "n_ref": 4327 + }, + "12": { + "Dice": 0.25857998910477575, + "FN": 4016, + "FP": 67, + "IoU": 0.14848800834202294, + "TN": 55376453, + "TP": 712, + "n_pred": 779, + "n_ref": 4728 + }, + "13": { + "Dice": 0.3835482049810734, + "FN": 34150, + "FP": 32457, + "IoU": 0.23727784902894833, + "TN": 55293920, + "TP": 20721, + "n_pred": 53178, + "n_ref": 54871 + }, + "14": { + "Dice": 0.7375408477716435, + "FN": 15966, + "FP": 40416, + "IoU": 0.5842096724237106, + "TN": 55245646, + "TP": 79220, + "n_pred": 119636, + "n_ref": 95186 + }, + "15": { + "Dice": 0.6553127525915001, + "FN": 41647, + "FP": 6967, + "IoU": 0.48733469723493555, + "TN": 55286422, + "TP": 46212, + "n_pred": 53179, + "n_ref": 87859 + }, + "2": { + "Dice": 0.533210125929428, + "FN": 71306, + "FP": 145910, + "IoU": 0.36352182092018825, + "TN": 55039970, + "TP": 124062, + "n_pred": 269972, + "n_ref": 195368 + }, + "3": { + "Dice": 0.2737596527532428, + "FN": 145921, + "FP": 55525, + "IoU": 0.15858721712180573, + "TN": 55141834, + "TP": 37968, + "n_pred": 93493, + "n_ref": 183889 + }, + "4": { + "Dice": 0.7285865064544937, + "FN": 2922, + "FP": 421, + "IoU": 0.5730523627075351, + "TN": 55373418, + "TP": 4487, + "n_pred": 4908, + "n_ref": 7409 + }, + "5": { + "Dice": 0.06781983216304162, + "FN": 5442, + "FP": 1, + "IoU": 0.03510015954617975, + "TN": 55375607, + "TP": 198, + "n_pred": 199, + "n_ref": 5640 + }, + "6": { + "Dice": 0.8557923686297219, + "FN": 254417, + "FP": 164961, + "IoU": 0.7479345052128725, + "TN": 53717482, + "TP": 1244388, + "n_pred": 1409349, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.6256079989521024, + "FN": 31970, + "FP": 139524, + "IoU": 0.45518891151513613, + "TN": 55066471, + "TP": 143283, + "n_pred": 282807, + "n_ref": 175253 + }, + "8": { + "Dice": 0.7976365486825738, + "FN": 4731, + "FP": 16743, + "IoU": 0.6633905478485774, + "TN": 55317453, + "TP": 42321, + "n_pred": 59064, + "n_ref": 47052 + }, + "9": { + "Dice": 0.7688423414999065, + "FN": 13917, + "FP": 8331, + "IoU": 0.624487315813459, + "TN": 55322001, + "TP": 36999, + "n_pred": 45330, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7889579015865239, + "FN": 26246, + "FP": 114185, + "IoU": 0.6514702524545571, + "TN": 110743691, + "TP": 262493, + "n_pred": 376678, + "n_ref": 288739 + }, + "10": { + "Dice": 0.5137268800304071, + "FN": 32265, + "FP": 62408, + "IoU": 0.3456476963271174, + "TN": 111001933, + "TP": 50009, + "n_pred": 112417, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7558975652832093, + "FN": 638, + "FP": 1297, + "IoU": 0.6075846684242547, + "TN": 111141684, + "TP": 2996, + "n_pred": 4293, + "n_ref": 3634 + }, + "12": { + "Dice": 0.6586608442503639, + "FN": 1294, + "FP": 582, + "IoU": 0.49104720564297344, + "TN": 111142929, + "TP": 1810, + "n_pred": 2392, + "n_ref": 3104 + }, + "13": { + "Dice": 0.46401384083044983, + "FN": 33092, + "FP": 35064, + "IoU": 0.3020950664564091, + "TN": 111048957, + "TP": 29502, + "n_pred": 64566, + "n_ref": 62594 + }, + "14": { + "Dice": 0.5559627264160821, + "FN": 25186, + "FP": 260, + "IoU": 0.3850058004640371, + "TN": 111105239, + "TP": 15930, + "n_pred": 16190, + "n_ref": 41116 + }, + "15": { + "Dice": 0.7952617328519855, + "FN": 7741, + "FP": 1333, + "IoU": 0.6601116230288048, + "TN": 111119918, + "TP": 17623, + "n_pred": 18956, + "n_ref": 25364 + }, + "2": { + "Dice": 0.4861464889065482, + "FN": 87370, + "FP": 57474, + "IoU": 0.3211317907208909, + "TN": 110933254, + "TP": 68517, + "n_pred": 125991, + "n_ref": 155887 + }, + "3": { + "Dice": 0.7279772187944945, + "FN": 52830, + "FP": 90458, + "IoU": 0.5722988845408767, + "TN": 110811596, + "TP": 191731, + "n_pred": 282189, + "n_ref": 244561 + }, + "4": { + "Dice": 0.5423224970463814, + "FN": 11723, + "FP": 286, + "IoU": 0.3720455971554068, + "TN": 111127491, + "TP": 7115, + "n_pred": 7401, + "n_ref": 18838 + }, + "5": { + "Dice": 0.7036346691519105, + "FN": 1747, + "FP": 797, + "IoU": 0.5427749820273184, + "TN": 111141051, + "TP": 3020, + "n_pred": 3817, + "n_ref": 4767 + }, + "6": { + "Dice": 0.7377193769172795, + "FN": 115370, + "FP": 943278, + "IoU": 0.5844337332182393, + "TN": 108599132, + "TP": 1488835, + "n_pred": 2432113, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.17645939896448665, + "FN": 310980, + "FP": 321122, + "IoU": 0.09676746372649045, + "TN": 110446793, + "TP": 67720, + "n_pred": 388842, + "n_ref": 378700 + }, + "8": { + "Dice": 0.679863699854981, + "FN": 4133, + "FP": 67833, + "IoU": 0.5149950802658004, + "TN": 110998233, + "TP": 76416, + "n_pred": 144249, + "n_ref": 80549 + }, + "9": { + "Dice": 0.5893714179208798, + "FN": 30557, + "FP": 4693, + "IoU": 0.41780765355839267, + "TN": 111086068, + "TP": 25297, + "n_pred": 29990, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9072750573860393, + "FN": 10692, + "FP": 28451, + "IoU": 0.830286764769643, + "TN": 96890383, + "TP": 191499, + "n_pred": 219950, + "n_ref": 202191 + }, + "10": { + "Dice": 0.5461026778099949, + "FN": 26374, + "FP": 53462, + "IoU": 0.3756129607470496, + "TN": 96993162, + "TP": 48027, + "n_pred": 101489, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7658707047175306, + "FN": 1282, + "FP": 326, + "IoU": 0.6205757432751298, + "TN": 97116787, + "TP": 2630, + "n_pred": 2956, + "n_ref": 3912 + }, + "12": { + "Dice": 0.5448557502305361, + "FN": 3215, + "FP": 240, + "IoU": 0.3744341843201159, + "TN": 97115502, + "TP": 2068, + "n_pred": 2308, + "n_ref": 5283 + }, + "13": { + "Dice": 0.626896129514999, + "FN": 19115, + "FP": 19280, + "IoU": 0.4565540473595561, + "TN": 97050374, + "TP": 32256, + "n_pred": 51536, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9059317872638434, + "FN": 20764, + "FP": 2608, + "IoU": 0.8280395835632565, + "TN": 96985110, + "TP": 112543, + "n_pred": 115151, + "n_ref": 133307 + }, + "15": { + "Dice": 0.5956579428109917, + "FN": 37523, + "FP": 4531, + "IoU": 0.424154457072436, + "TN": 97047995, + "TP": 30976, + "n_pred": 35507, + "n_ref": 68499 + }, + "2": { + "Dice": 0.582086780217144, + "FN": 92175, + "FP": 15833, + "IoU": 0.4105235582092159, + "TN": 96937798, + "TP": 75219, + "n_pred": 91052, + "n_ref": 167394 + }, + "3": { + "Dice": 0.7304465262256883, + "FN": 27837, + "FP": 113874, + "IoU": 0.5753570379781732, + "TN": 96787307, + "TP": 192007, + "n_pred": 305881, + "n_ref": 219844 + }, + "4": { + "Dice": 0.6007379506495503, + "FN": 9418, + "FP": 970, + "IoU": 0.4293248365654013, + "TN": 97102822, + "TP": 7815, + "n_pred": 8785, + "n_ref": 17233 + }, + "5": { + "Dice": 0.2839269756159837, + "FN": 10234, + "FP": 984, + "IoU": 0.16545156970688885, + "TN": 97107583, + "TP": 2224, + "n_pred": 3208, + "n_ref": 12458 + }, + "6": { + "Dice": 0.7960432997787587, + "FN": 103825, + "FP": 656537, + "IoU": 0.6611893099083017, + "TN": 94876816, + "TP": 1483847, + "n_pred": 2140384, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.7024770335392776, + "FN": 98853, + "FP": 94204, + "IoU": 0.5413985352840708, + "TN": 96700056, + "TP": 227912, + "n_pred": 322116, + "n_ref": 326765 + }, + "8": { + "Dice": 0.6407335151312645, + "FN": 10940, + "FP": 89055, + "IoU": 0.47138182414108465, + "TN": 96931862, + "TP": 89168, + "n_pred": 178223, + "n_ref": 100108 + }, + "9": { + "Dice": 0.6431732991710217, + "FN": 48001, + "FP": 4642, + "IoU": 0.4740275959914874, + "TN": 97020938, + "TP": 47444, + "n_pred": 52086, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6626769771320433, + "FN": 40783, + "FP": 118394, + "IoU": 0.4955249896998701, + "TN": 78740875, + "TP": 156353, + "n_pred": 274747, + "n_ref": 197136 + }, + "10": { + "Dice": 0.7364972495380498, + "FN": 23659, + "FP": 25967, + "IoU": 0.5829011842425974, + "TN": 78937426, + "TP": 69353, + "n_pred": 95320, + "n_ref": 93012 + }, + "11": { + "Dice": 0.5516304347826086, + "FN": 1791, + "FP": 189, + "IoU": 0.3808630393996248, + "TN": 79053207, + "TP": 1218, + "n_pred": 1407, + "n_ref": 3009 + }, + "12": { + "Dice": 0.4115312304157092, + "FN": 2019, + "FP": 798, + "IoU": 0.25907417148869016, + "TN": 79052603, + "TP": 985, + "n_pred": 1783, + "n_ref": 3004 + }, + "13": { + "Dice": 0.5831078892303382, + "FN": 32174, + "FP": 15443, + "IoU": 0.4115400776094318, + "TN": 78975487, + "TP": 33301, + "n_pred": 48744, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5376939520868338, + "FN": 3796, + "FP": 54811, + "IoU": 0.3677027478988877, + "TN": 78963716, + "TP": 34082, + "n_pred": 88893, + "n_ref": 37878 + }, + "15": { + "Dice": 0.38063045839005216, + "FN": 26089, + "FP": 14406, + "IoU": 0.2350485473572859, + "TN": 79003467, + "TP": 12443, + "n_pred": 26849, + "n_ref": 38532 + }, + "2": { + "Dice": 0.5679591970898891, + "FN": 9074, + "FP": 148652, + "IoU": 0.3966082502228394, + "TN": 78795006, + "TP": 103673, + "n_pred": 252325, + "n_ref": 112747 + }, + "3": { + "Dice": 0.036834935348600044, + "FN": 118960, + "FP": 7597, + "IoU": 0.018763035269854317, + "TN": 78927428, + "TP": 2420, + "n_pred": 10017, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8099552835961402, + "FN": 1599, + "FP": 1631, + "IoU": 0.680609116978147, + "TN": 79046292, + "TP": 6883, + "n_pred": 8514, + "n_ref": 8482 + }, + "5": { + "Dice": 0.2947549441100602, + "FN": 4101, + "FP": 0, + "IoU": 0.172851956434046, + "TN": 79051447, + "TP": 857, + "n_pred": 857, + "n_ref": 4958 + }, + "6": { + "Dice": 0.5228507403404259, + "FN": 100354, + "FP": 2123267, + "IoU": 0.3539593151615043, + "TN": 75614484, + "TP": 1218300, + "n_pred": 3341567, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.5128971897914796, + "FN": 207261, + "FP": 299323, + "IoU": 0.34489692728074495, + "TN": 78283116, + "TP": 266705, + "n_pred": 566028, + "n_ref": 473966 + }, + "8": { + "Dice": 0.3873196587206079, + "FN": 2882, + "FP": 87742, + "IoU": 0.24017137730676036, + "TN": 78937136, + "TP": 28645, + "n_pred": 116387, + "n_ref": 31527 + }, + "9": { + "Dice": 0.809784853073354, + "FN": 21288, + "FP": 2203, + "IoU": 0.6803684654529621, + "TN": 78982911, + "TP": 50003, + "n_pred": 52206, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6312634751492849, + "FN": 9729, + "FP": 251599, + "IoU": 0.4612015999340233, + "TN": 122226920, + "TP": 223692, + "n_pred": 475291, + "n_ref": 233421 + }, + "10": { + "Dice": 0.49413284758112347, + "FN": 40409, + "FP": 102889, + "IoU": 0.3281384063576904, + "TN": 122498655, + "TP": 69987, + "n_pred": 172876, + "n_ref": 110396 + }, + "11": { + "Dice": 0.6279949558638083, + "FN": 1941, + "FP": 714, + "IoU": 0.4577205882352941, + "TN": 122707044, + "TP": 2241, + "n_pred": 2955, + "n_ref": 4182 + }, + "12": { + "Dice": 0.21796531193373025, + "FN": 5448, + "FP": 594, + "IoU": 0.12231260894828588, + "TN": 122705056, + "TP": 842, + "n_pred": 1436, + "n_ref": 6290 + }, + "13": { + "Dice": 0.22457471154000033, + "FN": 39767, + "FP": 57141, + "IoU": 0.12649065719616734, + "TN": 122600999, + "TP": 14033, + "n_pred": 71174, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7241636751353454, + "FN": 26702, + "FP": 34999, + "IoU": 0.5675991982844408, + "TN": 122569246, + "TP": 80993, + "n_pred": 115992, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8271166040721712, + "FN": 13980, + "FP": 1533, + "IoU": 0.7051993462810231, + "TN": 122659318, + "TP": 37109, + "n_pred": 38642, + "n_ref": 51089 + }, + "2": { + "Dice": 0.2666902337451824, + "FN": 106010, + "FP": 64090, + "IoU": 0.15386184220344126, + "TN": 122510909, + "TP": 30931, + "n_pred": 95021, + "n_ref": 136941 + }, + "3": { + "Dice": 0.6406335497083592, + "FN": 4800, + "FP": 153479, + "IoU": 0.4712736213041866, + "TN": 122412581, + "TP": 141080, + "n_pred": 294559, + "n_ref": 145880 + }, + "4": { + "Dice": 5.412060777442531e-05, + "FN": 65473, + "FP": 8432, + "IoU": 2.706103616707484e-05, + "TN": 122638033, + "TP": 2, + "n_pred": 8434, + "n_ref": 65475 + }, + "5": { + "Dice": 0.0630207220679342, + "FN": 16619, + "FP": 925, + "IoU": 0.03253556854527407, + "TN": 122693806, + "TP": 590, + "n_pred": 1515, + "n_ref": 17209 + }, + "6": { + "Dice": 0.6343269748969342, + "FN": 232484, + "FP": 1471956, + "IoU": 0.46447939092087026, + "TN": 119529168, + "TP": 1478332, + "n_pred": 2950288, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.3220359147195611, + "FN": 332077, + "FP": 653796, + "IoU": 0.19192062425206144, + "TN": 121491920, + "TP": 234147, + "n_pred": 887943, + "n_ref": 566224 + }, + "8": { + "Dice": 0.6294262867090713, + "FN": 10628, + "FP": 137527, + "IoU": 0.45924292915098713, + "TN": 122437963, + "TP": 125822, + "n_pred": 263349, + "n_ref": 136450 + }, + "9": { + "Dice": 0.6547916949816519, + "FN": 33795, + "FP": 9384, + "IoU": 0.4867585878996791, + "TN": 122627810, + "TP": 40951, + "n_pred": 50335, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_000/summary_cross_val.json b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_000/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..501a36fb0e9ddb248537ace353ad8c79911c6505 --- /dev/null +++ b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_000/summary_cross_val.json @@ -0,0 +1,7080 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.15636314473636123, + "FN": 2267.7833333333333, + "FP": 2286.4083333333333, + "IoU": 0.1325384703384834, + "TN": 168688.33333333334, + "TP": 1989.475, + "n_pred": 4275.883333333333, + "n_ref": 4257.258333333333 + }, + "mean": { + "1": { + "Dice": 0.07985222425350395, + "FN": 11689.25, + "FP": 807.375, + "IoU": 0.049884603488067766, + "TN": 158804.25, + "TP": 3931.125, + "n_pred": 4738.5, + "n_ref": 15620.375 + }, + "10": { + "Dice": 0.21772434444155522, + "FN": 422.875, + "FP": 1507.5, + "IoU": 0.15177086955345187, + "TN": 171700.75, + "TP": 1600.875, + "n_pred": 3108.375, + "n_ref": 2023.75 + }, + "11": { + "Dice": 0.026897214217098942, + "FN": 246.0, + "FP": 2.875, + "IoU": 0.013820335636722606, + "TN": 174976.125, + "TP": 7.0, + "n_pred": 9.875, + "n_ref": 253.0 + }, + "12": { + "Dice": 0.0, + "FN": 0.0, + "FP": 0.25, + "IoU": 0.0, + "TN": 175231.75, + "TP": 0.0, + "n_pred": 0.25, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.04746136865342163, + "FN": 338.875, + "FP": 2833.125, + "IoU": 0.02621951219512195, + "TN": 171984.75, + "TP": 75.25, + "n_pred": 2908.375, + "n_ref": 414.125 + }, + "14": { + "Dice": 0.9162980713403498, + "FN": 311.875, + "FP": 679.25, + "IoU": 0.8455259210193068, + "TN": 168815.875, + "TP": 5425.0, + "n_pred": 6104.25, + "n_ref": 5736.875 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 504.5, + "IoU": 0.0, + "TN": 174727.5, + "TP": 0.0, + "n_pred": 504.5, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.312014009841152, + "FN": 481.25, + "FP": 540.125, + "IoU": 0.2932578339550403, + "TN": 170112.75, + "TP": 4097.875, + "n_pred": 4638.0, + "n_ref": 4579.125 + }, + "3": { + "Dice": 0.0, + "FN": 0.0, + "FP": 68.5, + "IoU": 0.0, + "TN": 175163.5, + "TP": 0.0, + "n_pred": 68.5, + "n_ref": 0.0 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 729.375, + "IoU": 0.0, + "TN": 174502.625, + "TP": 0.0, + "n_pred": 729.375, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.0, + "FN": 5488.25, + "FP": 27.875, + "IoU": 0.0, + "TN": 169715.875, + "TP": 0.0, + "n_pred": 27.875, + "n_ref": 5488.25 + }, + "6": { + "Dice": 0.24046940550536972, + "FN": 628.375, + "FP": 22316.125, + "IoU": 0.21931530683372347, + "TN": 147989.75, + "TP": 4297.75, + "n_pred": 26613.875, + "n_ref": 4926.125 + }, + "7": { + "Dice": 0.1860150294195173, + "FN": 10462.375, + "FP": 2511.0, + "IoU": 0.13030395620659194, + "TN": 154277.25, + "TP": 7981.375, + "n_pred": 10492.375, + "n_ref": 18443.75 + }, + "8": { + "Dice": 0.3182984022264216, + "FN": 2872.5, + "FP": 766.0, + "IoU": 0.257769947922001, + "TN": 169168.375, + "TP": 2425.125, + "n_pred": 3191.125, + "n_ref": 5297.625 + }, + "9": { + "Dice": 0.0004171011470281543, + "FN": 1075.125, + "FP": 1002.25, + "IoU": 0.00020876826722338203, + "TN": 173153.875, + "TP": 0.75, + "n_pred": 1003.0, + "n_ref": 1075.875 + } + }, + "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": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 302, + "IoU": 0.0, + "TN": 174930, + "TP": 0, + "n_pred": 302, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.6362912137331997, + "FN": 3088, + "FP": 11065, + "IoU": 0.46658877624090755, + "TN": 148699, + "TP": 12380, + "n_pred": 23445, + "n_ref": 15468 + }, + "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": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": 0.18984547461368653, + "FN": 2711, + "FP": 2427, + "IoU": 0.1048780487804878, + "TN": 169492, + "TP": 602, + "n_pred": 3029, + "n_ref": 3313 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 134, + "IoU": 0.0, + "TN": 175098, + "TP": 0, + "n_pred": 134, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9330920473442238, + "FN": 381, + "FP": 987, + "IoU": 0.8745759603924086, + "TN": 164325, + "TP": 9539, + "n_pred": 10526, + "n_ref": 9920 + }, + "7": { + "Dice": 0.6344577093691387, + "FN": 61385, + "FP": 6, + "IoU": 0.4646195974465413, + "TN": 60564, + "TP": 53277, + "n_pred": 53283, + "n_ref": 114662 + }, + "8": { + "Dice": 0.47244094488188976, + "FN": 67, + "FP": 0, + "IoU": 0.30927835051546393, + "TN": 175135, + "TP": 30, + "n_pred": 30, + "n_ref": 97 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 890, + "IoU": 0.0, + "TN": 174342, + "TP": 0, + "n_pred": 890, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 175176, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1557, + "IoU": 0.0, + "TN": 173675, + "TP": 0, + "n_pred": 1557, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 223, + "IoU": 0.0, + "TN": 175009, + "TP": 0, + "n_pred": 223, + "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": 0.0, + "FN": 0, + "FP": 5876, + "IoU": 0.0, + "TN": 169356, + "TP": 0, + "n_pred": 5876, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2243, + "IoU": 0.0, + "TN": 172989, + "TP": 0, + "n_pred": 2243, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3992611212675198, + "FN": 93514, + "FP": 1124, + "IoU": 0.24942301744033882, + "TN": 49145, + "TP": 31449, + "n_pred": 32573, + "n_ref": 124963 + }, + "10": { + "Dice": 0.4523305084745763, + "FN": 295, + "FP": 739, + "IoU": 0.2922655715263518, + "TN": 173771, + "TP": 427, + "n_pred": 1166, + "n_ref": 722 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 134, + "IoU": 0.0, + "TN": 175098, + "TP": 0, + "n_pred": 134, + "n_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": 111021, + "IoU": 0.0, + "TN": 64211, + "TP": 0, + "n_pred": 111021, + "n_ref": 0 + }, + "7": { + "Dice": 0.4816324671479651, + "FN": 22313, + "FP": 448, + "IoU": 0.3172041397930104, + "TN": 141897, + "TP": 10574, + "n_pred": 11022, + "n_ref": 32887 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 191, + "IoU": 0.0, + "TN": 175041, + "TP": 0, + "n_pred": 191, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5022, + "IoU": 0.0, + "TN": 170210, + "TP": 0, + "n_pred": 5022, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9162980713403498, + "FN": 2495, + "FP": 5434, + "IoU": 0.8455259210193068, + "TN": 123903, + "TP": 43400, + "n_pred": 48834, + "n_ref": 45895 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4036, + "IoU": 0.0, + "TN": 171196, + "TP": 0, + "n_pred": 4036, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3412, + "IoU": 0.0, + "TN": 171820, + "TP": 0, + "n_pred": 3412, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 175128, + "TP": 0, + "n_pred": 104, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 4012, + "IoU": 0.0, + "TN": 171220, + "TP": 0, + "n_pred": 4012, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 11995, + "IoU": 0.0, + "TN": 163237, + "TP": 0, + "n_pred": 11995, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 165, + "IoU": 0.0, + "TN": 175067, + "TP": 0, + "n_pred": 165, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 117, + "IoU": 0.0, + "TN": 175115, + "TP": 0, + "n_pred": 117, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 5521, + "IoU": 0.0, + "TN": 169711, + "TP": 0, + "n_pred": 5521, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4997, + "IoU": 0.0, + "TN": 170235, + "TP": 0, + "n_pred": 4997, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 7659, + "FP": 0, + "IoU": 0.0, + "TN": 167573, + "TP": 0, + "n_pred": 0, + "n_ref": 7659 + }, + "6": { + "Dice": 0.0022948582769955965, + "FN": 0, + "FP": 32172, + "IoU": 0.0011487472445589743, + "TN": 143023, + "TP": 37, + "n_pred": 32209, + "n_ref": 37 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 521, + "IoU": 0.0, + "TN": 174711, + "TP": 0, + "n_pred": 521, + "n_ref": 0 + }, + "8": { + "Dice": 0.18380518709166502, + "FN": 20583, + "FP": 30, + "IoU": 0.10120345338798291, + "TN": 152298, + "TP": 2321, + "n_pred": 2351, + "n_ref": 22904 + }, + "9": { + "Dice": 0.0020855057351407717, + "FN": 3049, + "FP": 2693, + "IoU": 0.0010438413361169101, + "TN": 169484, + "TP": 6, + "n_pred": 2699, + "n_ref": 3055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0245.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": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 21, + "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": 13160, + "IoU": 0.0, + "TN": 162072, + "TP": 0, + "n_pred": 13160, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "FN": 0, + "FP": 570, + "IoU": 0.0, + "TN": 174662, + "TP": 0, + "n_pred": 570, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 36247, + "FP": 0, + "IoU": 0.0, + "TN": 138985, + "TP": 0, + "n_pred": 0, + "n_ref": 36247 + }, + "6": { + "Dice": 0.07561874029650827, + "FN": 4057, + "FP": 26308, + "IoU": 0.03929509285917676, + "TN": 143625, + "TP": 1242, + "n_pred": 27550, + "n_ref": 5299 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 6816, + "IoU": 0.0, + "TN": 168415, + "TP": 0, + "n_pred": 6816, + "n_ref": 1 + }, + "8": { + "Dice": 0.935245879158553, + "FN": 2330, + "FP": 31, + "IoU": 0.8783679357065581, + "TN": 155821, + "TP": 17050, + "n_pred": 17081, + "n_ref": 19380 + }, + "9": { + "Dice": 0.0, + "FN": 5552, + "FP": 0, + "IoU": 0.0, + "TN": 169680, + "TP": 0, + "n_pred": 0, + "n_ref": 5552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 175222, + "TP": 0, + "n_pred": 10, + "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": 0.053794428434197884, + "FN": 1968, + "FP": 2, + "IoU": 0.027640671273445213, + "TN": 173206, + "TP": 56, + "n_pred": 58, + "n_ref": 2024 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.936042029523456, + "FN": 3850, + "FP": 630, + "IoU": 0.8797735018651209, + "TN": 137969, + "TP": 32783, + "n_pred": 33413, + "n_ref": 36633 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 444, + "IoU": 0.0, + "TN": 174788, + "TP": 0, + "n_pred": 444, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.91274959812523, + "FN": 589, + "FP": 3916, + "IoU": 0.8395026541736436, + "TN": 147163, + "TP": 23564, + "n_pred": 27480, + "n_ref": 24153 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2192, + "IoU": 0.0, + "TN": 173040, + "TP": 0, + "n_pred": 2192, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0350.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.3298459119762429, + "FN": 1300.5, + "FP": 733.5, + "IoU": 0.2713479044071087, + "TN": 170925.075, + "TP": 2272.925, + "n_pred": 3006.425, + "n_ref": 3573.425 + }, + "mean": { + "1": { + "Dice": 0.44229469242272157, + "FN": 1109.125, + "FP": 375.625, + "IoU": 0.39653082588014915, + "TN": 168349.375, + "TP": 5397.875, + "n_pred": 5773.5, + "n_ref": 6507.0 + }, + "10": { + "Dice": 0.43357223407822965, + "FN": 1426.25, + "FP": 2562.25, + "IoU": 0.32829068417323554, + "TN": 167844.125, + "TP": 3399.375, + "n_pred": 5961.625, + "n_ref": 4825.625 + }, + "11": { + "Dice": 0.4937210808375646, + "FN": 109.875, + "FP": 42.25, + "IoU": 0.3524358077645849, + "TN": 174925.625, + "TP": 154.25, + "n_pred": 196.5, + "n_ref": 264.125 + }, + "12": { + "Dice": 0.0, + "FN": 4.125, + "FP": 14.25, + "IoU": 0.0, + "TN": 175213.625, + "TP": 0.0, + "n_pred": 14.25, + "n_ref": 4.125 + }, + "13": { + "Dice": 0.22278550526669455, + "FN": 4641.875, + "FP": 953.25, + "IoU": 0.1546342913479748, + "TN": 167639.375, + "TP": 1997.5, + "n_pred": 2950.75, + "n_ref": 6639.375 + }, + "14": { + "Dice": 0.9274191405108034, + "FN": 351.375, + "FP": 331.375, + "IoU": 0.8646612815303037, + "TN": 170187.25, + "TP": 4362.0, + "n_pred": 4693.375, + "n_ref": 4713.375 + }, + "15": { + "Dice": 0.1928677399857135, + "FN": 3371.0, + "FP": 301.25, + "IoU": 0.1067258574556069, + "TN": 171121.0, + "TP": 438.75, + "n_pred": 740.0, + "n_ref": 3809.75 + }, + "2": { + "Dice": 0.45568427332418143, + "FN": 1652.25, + "FP": 121.0, + "IoU": 0.42084874588344134, + "TN": 167568.0, + "TP": 5890.75, + "n_pred": 6011.75, + "n_ref": 7543.0 + }, + "3": { + "Dice": 0.0, + "FN": 64.125, + "FP": 143.375, + "IoU": 0.0, + "TN": 175024.5, + "TP": 0.0, + "n_pred": 143.375, + "n_ref": 64.125 + }, + "4": { + "Dice": 0.10663952828832302, + "FN": 340.0, + "FP": 525.0, + "IoU": 0.05954488727618032, + "TN": 174310.625, + "TP": 56.375, + "n_pred": 581.375, + "n_ref": 396.375 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 30.625, + "IoU": 0.0, + "TN": 175201.375, + "TP": 0.0, + "n_pred": 30.625, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.5510616850858702, + "FN": 529.5, + "FP": 2716.75, + "IoU": 0.46872775913928744, + "TN": 164057.625, + "TP": 7928.125, + "n_pred": 10644.875, + "n_ref": 8457.625 + }, + "7": { + "Dice": 0.09406321114007611, + "FN": 2940.375, + "FP": 801.625, + "IoU": 0.06017373141281311, + "TN": 170346.75, + "TP": 1143.25, + "n_pred": 1944.875, + "n_ref": 4083.625 + }, + "8": { + "Dice": 0.4305909617612978, + "FN": 1693.75, + "FP": 813.875, + "IoU": 0.37810337810337813, + "TN": 172259.875, + "TP": 464.5, + "n_pred": 1278.375, + "n_ref": 2158.25 + }, + "9": { + "Dice": 0.5969886269421676, + "FN": 1273.875, + "FP": 1270.0, + "IoU": 0.4795413161396749, + "TN": 169827.0, + "TP": 2861.125, + "n_pred": 4131.125, + "n_ref": 4135.0 + } + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.26651253218433085, + "FN": 1143, + "FP": 12816, + "IoU": 0.1537435586541376, + "TN": 158737, + "TP": 2536, + "n_pred": 15352, + "n_ref": 3679 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.23978442728442728, + "FN": 14560, + "FP": 4342, + "IoU": 0.13622446648082986, + "TN": 153349, + "TP": 2981, + "n_pred": 7323, + "n_ref": 17541 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.21104815864022664, + "FN": 2240, + "FP": 1102, + "IoU": 0.11797307996832937, + "TN": 171443, + "TP": 447, + "n_pred": 1549, + "n_ref": 2687 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.42521260630315155, + "FN": 91, + "FP": 1058, + "IoU": 0.27001270648030495, + "TN": 173658, + "TP": 425, + "n_pred": 1483, + "n_ref": 516 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4468, + "IoU": 0.0, + "TN": 170764, + "TP": 0, + "n_pred": 4468, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 13366, + "FP": 5497, + "IoU": 0.0, + "TN": 156369, + "TP": 0, + "n_pred": 5497, + "n_ref": 13366 + }, + "9": { + "Dice": 0.22128463476070528, + "FN": 5748, + "FP": 6618, + "IoU": 0.12440699568080436, + "TN": 161109, + "TP": 1757, + "n_pred": 8375, + "n_ref": 7505 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.7423315642709364, + "FN": 5261, + "FP": 6197, + "IoU": 0.5902442513321174, + "TN": 147269, + "TP": 16505, + "n_pred": 22702, + "n_ref": 21766 + }, + "11": { + "Dice": 0.2903225806451613, + "FN": 110, + "FP": 66, + "IoU": 0.16981132075471697, + "TN": 175020, + "TP": 36, + "n_pred": 102, + "n_ref": 146 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 114, + "IoU": 0.0, + "TN": 175118, + "TP": 0, + "n_pred": 114, + "n_ref": 0 + }, + "13": { + "Dice": 0.16887345344041677, + "FN": 14313, + "FP": 1003, + "IoU": 0.09222380275011854, + "TN": 158360, + "TP": 1556, + "n_pred": 2559, + "n_ref": 15869 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 267, + "FP": 0, + "IoU": 0.0, + "TN": 174965, + "TP": 0, + "n_pred": 0, + "n_ref": 267 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 331, + "IoU": 0.0, + "TN": 174901, + "TP": 0, + "n_pred": 331, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 99, + "IoU": 0.0, + "TN": 175133, + "TP": 0, + "n_pred": 99, + "n_ref": 0 + }, + "8": { + "Dice": 0.8611819235225956, + "FN": 184, + "FP": 1014, + "IoU": 0.7562067562067563, + "TN": 170318, + "TP": 3716, + "n_pred": 4730, + "n_ref": 3900 + }, + "9": { + "Dice": 0.6847895263205745, + "FN": 2317, + "FP": 1150, + "IoU": 0.5206691552606111, + "TN": 167999, + "TP": 3766, + "n_pred": 4916, + "n_ref": 6083 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8845893848454431, + "FN": 8873, + "FP": 2395, + "IoU": 0.7930616517602983, + "TN": 120781, + "TP": 43183, + "n_pred": 45578, + "n_ref": 52056 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 319, + "IoU": 0.0, + "TN": 174913, + "TP": 0, + "n_pred": 319, + "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": 33, + "FP": 0, + "IoU": 0.0, + "TN": 175199, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 174, + "IoU": 0.0, + "TN": 175058, + "TP": 0, + "n_pred": 174, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 582, + "IoU": 0.0, + "TN": 174650, + "TP": 0, + "n_pred": 582, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 513, + "FP": 0, + "IoU": 0.0, + "TN": 174719, + "TP": 0, + "n_pred": 0, + "n_ref": 513 + }, + "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": 245, + "IoU": 0.0, + "TN": 174987, + "TP": 0, + "n_pred": 245, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 9905, + "IoU": 0.0, + "TN": 165327, + "TP": 0, + "n_pred": 9905, + "n_ref": 0 + }, + "7": { + "Dice": 0.4508790583813457, + "FN": 22159, + "FP": 48, + "IoU": 0.29105478227557147, + "TN": 143908, + "TP": 9117, + "n_pred": 9165, + "n_ref": 31276 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.9274191405108034, + "FN": 2811, + "FP": 2651, + "IoU": 0.8646612815303037, + "TN": 134874, + "TP": 34896, + "n_pred": 37547, + "n_ref": 37707 + }, + "15": { + "Dice": 0.1928677399857135, + "FN": 26968, + "FP": 2410, + "IoU": 0.1067258574556069, + "TN": 142344, + "TP": 3510, + "n_pred": 5920, + "n_ref": 30478 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.7254448398576513, + "FN": 5006, + "FP": 1166, + "IoU": 0.5691749267066871, + "TN": 160906, + "TP": 8154, + "n_pred": 9320, + "n_ref": 13160 + }, + "11": { + "Dice": 0.697119581029968, + "FN": 769, + "FP": 272, + "IoU": 0.5350602947744528, + "TN": 172993, + "TP": 1198, + "n_pred": 1470, + "n_ref": 1967 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7052696456086287, + "FN": 8262, + "FP": 1302, + "IoU": 0.5447231875089256, + "TN": 154225, + "TP": 11443, + "n_pred": 12745, + "n_ref": 19705 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9653502636392984, + "FN": 516, + "FP": 128, + "IoU": 0.9330213208528341, + "TN": 165617, + "TP": 8971, + "n_pred": 9099, + "n_ref": 9487 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.002230897936419409, + "FN": 480, + "FP": 3098, + "IoU": 0.0011166945840312675, + "TN": 171650, + "TP": 4, + "n_pred": 3102, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9208060328841636, + "FN": 3642, + "FP": 2764, + "IoU": 0.8532349706744868, + "TN": 131584, + "TP": 37242, + "n_pred": 40006, + "n_ref": 40884 + }, + "7": { + "Dice": 0.01943699731903485, + "FN": 1364, + "FP": 1562, + "IoU": 0.009813874788494078, + "TN": 172277, + "TP": 29, + "n_pred": 1591, + "n_ref": 1393 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.884891719745223, + "FN": 2126, + "FP": 2392, + "IoU": 0.7935477974776092, + "TN": 153348, + "TP": 17366, + "n_pred": 19758, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 610, + "IoU": 0.0, + "TN": 174622, + "TP": 0, + "n_pred": 610, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 805, + "IoU": 0.0, + "TN": 174427, + "TP": 0, + "n_pred": 805, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8573868296574273, + "FN": 12435, + "FP": 258, + "IoU": 0.7503736626809314, + "TN": 124384, + "TP": 38155, + "n_pred": 38413, + "n_ref": 50590 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 816, + "IoU": 0.0, + "TN": 174416, + "TP": 0, + "n_pred": 816, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8582281011561657, + "FN": 503, + "FP": 8007, + "IoU": 0.7516633594023578, + "TN": 140964, + "TP": 25758, + "n_pred": 33765, + "n_ref": 26261 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 236, + "IoU": 0.0, + "TN": 174996, + "TP": 0, + "n_pred": 236, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.2861505016549262, + "FN": 1716.35, + "FP": 924.125, + "IoU": 0.2257103918459806, + "TN": 168945.30833333332, + "TP": 3646.2166666666667, + "n_pred": 4570.341666666666, + "n_ref": 5362.566666666667 + }, + "mean": { + "1": { + "Dice": 0.29878654080037065, + "FN": 2179.625, + "FP": 200.375, + "IoU": 0.25300686694315005, + "TN": 166702.875, + "TP": 6149.125, + "n_pred": 6349.5, + "n_ref": 8328.75 + }, + "10": { + "Dice": 0.19487449450279076, + "FN": 1870.625, + "FP": 1883.875, + "IoU": 0.13966349774216089, + "TN": 169320.875, + "TP": 2156.625, + "n_pred": 4040.5, + "n_ref": 4027.25 + }, + "11": { + "Dice": 0.18490245971162, + "FN": 300.5, + "FP": 57.375, + "IoU": 0.11342351716961499, + "TN": 174792.375, + "TP": 81.75, + "n_pred": 139.125, + "n_ref": 382.25 + }, + "12": { + "Dice": 0.03316326530612245, + "FN": 55.125, + "FP": 0.0, + "IoU": 0.017150395778364115, + "TN": 175175.25, + "TP": 1.625, + "n_pred": 1.625, + "n_ref": 56.75 + }, + "13": { + "Dice": 0.22435210881558793, + "FN": 2588.125, + "FP": 1227.25, + "IoU": 0.16204505467833052, + "TN": 171184.625, + "TP": 232.0, + "n_pred": 1459.25, + "n_ref": 2820.125 + }, + "14": { + "Dice": 0.42472470799744155, + "FN": 3143.75, + "FP": 255.5, + "IoU": 0.3691490960084139, + "TN": 162619.25, + "TP": 9213.5, + "n_pred": 9469.0, + "n_ref": 12357.25 + }, + "15": { + "Dice": 0.01540785498489426, + "FN": 271.375, + "FP": 1358.125, + "IoU": 0.0077637387730248135, + "TN": 173589.75, + "TP": 12.75, + "n_pred": 1370.875, + "n_ref": 284.125 + }, + "2": { + "Dice": 0.45627095896681724, + "FN": 1071.0, + "FP": 147.625, + "IoU": 0.38538700055602687, + "TN": 171383.25, + "TP": 2630.125, + "n_pred": 2777.75, + "n_ref": 3701.125 + }, + "3": { + "Dice": 0.22402044293015333, + "FN": 0.5, + "FP": 610.75, + "IoU": 0.14434687156970363, + "TN": 174587.875, + "TP": 32.875, + "n_pred": 643.625, + "n_ref": 33.375 + }, + "4": { + "Dice": 0.18798316860749584, + "FN": 1567.875, + "FP": 468.625, + "IoU": 0.13090289608177172, + "TN": 172475.125, + "TP": 720.375, + "n_pred": 1189.0, + "n_ref": 2288.25 + }, + "5": { + "Dice": 0.0, + "FN": 26.875, + "FP": 0.0, + "IoU": 0.0, + "TN": 175205.125, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 26.875 + }, + "6": { + "Dice": 0.5384536925443666, + "FN": 4124.75, + "FP": 1852.0, + "IoU": 0.4774529972375611, + "TN": 144111.5, + "TP": 25143.75, + "n_pred": 26995.75, + "n_ref": 29268.5 + }, + "7": { + "Dice": 0.34450860417107587, + "FN": 7040.75, + "FP": 3701.25, + "IoU": 0.2551804912836107, + "TN": 162564.875, + "TP": 1925.125, + "n_pred": 5626.375, + "n_ref": 8965.875 + }, + "8": { + "Dice": 0.5261895428481438, + "FN": 301.75, + "FP": 1321.375, + "IoU": 0.4585440278242833, + "TN": 168893.0, + "TP": 4715.875, + "n_pred": 6037.25, + "n_ref": 5017.625 + }, + "9": { + "Dice": 0.6386196826370131, + "FN": 1202.625, + "FP": 777.75, + "IoU": 0.4716394260436924, + "TN": 171573.875, + "TP": 1677.75, + "n_pred": 2455.5, + "n_ref": 2880.375 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 619, + "IoU": 0.0, + "TN": 174613, + "TP": 0, + "n_pred": 619, + "n_ref": 0 + }, + "10": { + "Dice": 0.27270447821072163, + "FN": 5137, + "FP": 9366, + "IoU": 0.15787945650911625, + "TN": 158010, + "TP": 2719, + "n_pred": 12085, + "n_ref": 7856 + }, + "11": { + "Dice": 0.36980491942324, + "FN": 1770, + "FP": 459, + "IoU": 0.22684703433922998, + "TN": 172349, + "TP": 654, + "n_pred": 1113, + "n_ref": 2424 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.12308738524311459, + "FN": 11546, + "FP": 6507, + "IoU": 0.06557971014492754, + "TN": 155912, + "TP": 1267, + "n_pred": 7774, + "n_ref": 12813 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4325086125900407, + "FN": 6782, + "FP": 466, + "IoU": 0.2759240759240759, + "TN": 165222, + "TP": 2762, + "n_pred": 3228, + "n_ref": 9544 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4242, + "IoU": 0.0, + "TN": 170990, + "TP": 0, + "n_pred": 4242, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 6855, + "FP": 518, + "IoU": 0.0, + "TN": 167859, + "TP": 0, + "n_pred": 518, + "n_ref": 6855 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8423642501573496, + "FN": 7053, + "FP": 1212, + "IoU": 0.7276591538157374, + "TN": 144884, + "TP": 22083, + "n_pred": 23295, + "n_ref": 29136 + }, + "7": { + "Dice": 0.8107988493029431, + "FN": 107, + "FP": 748, + "IoU": 0.6818012653516934, + "TN": 172545, + "TP": 1832, + "n_pred": 2580, + "n_ref": 1939 + }, + "8": { + "Dice": 0.29294755877034356, + "FN": 3, + "FP": 388, + "IoU": 0.1716101694915254, + "TN": 174760, + "TP": 81, + "n_pred": 469, + "n_ref": 84 + }, + "9": { + "Dice": 0.5574309016764839, + "FN": 3652, + "FP": 4162, + "IoU": 0.3864153906556733, + "TN": 162497, + "TP": 4921, + "n_pred": 9083, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 808, + "FP": 0, + "IoU": 0.0, + "TN": 174424, + "TP": 0, + "n_pred": 0, + "n_ref": 808 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1516, + "FP": 0, + "IoU": 0.0, + "TN": 173716, + "TP": 0, + "n_pred": 0, + "n_ref": 1516 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5639495058224875, + "FN": 5688, + "FP": 3224, + "IoU": 0.3927086882453152, + "TN": 160557, + "TP": 5763, + "n_pred": 8987, + "n_ref": 11451 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8778886554621849, + "FN": 1267, + "FP": 593, + "IoU": 0.7823543178095015, + "TN": 166686, + "TP": 6686, + "n_pred": 7279, + "n_ref": 7953 + }, + "7": { + "Dice": 0.000242160067804819, + "FN": 16194, + "FP": 25091, + "IoU": 0.0001210946960523129, + "TN": 133942, + "TP": 5, + "n_pred": 25096, + "n_ref": 16199 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8460903225806452, + "FN": 16908, + "FP": 984, + "IoU": 0.7332379120633359, + "TN": 108161, + "TP": 49179, + "n_pred": 50163, + "n_ref": 66087 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1067, + "IoU": 0.0, + "TN": 174165, + "TP": 0, + "n_pred": 1067, + "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": 14, + "IoU": 0.0, + "TN": 175218, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 4296, + "IoU": 0.0, + "TN": 170936, + "TP": 0, + "n_pred": 4296, + "n_ref": 0 + }, + "7": { + "Dice": 0.3802805706791718, + "FN": 31178, + "FP": 10, + "IoU": 0.23478175528130138, + "TN": 134475, + "TP": 9569, + "n_pred": 9579, + "n_ref": 40747 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 8195, + "IoU": 0.0, + "TN": 167037, + "TP": 0, + "n_pred": 8195, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.05026929982046679, + "FN": 529, + "FP": 0, + "IoU": 0.02578268876611418, + "TN": 174689, + "TP": 14, + "n_pred": 14, + "n_ref": 543 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1987, + "IoU": 0.0, + "TN": 173245, + "TP": 0, + "n_pred": 1987, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 634, + "FP": 0, + "IoU": 0.0, + "TN": 174598, + "TP": 0, + "n_pred": 0, + "n_ref": 634 + }, + "12": { + "Dice": 0.0663265306122449, + "FN": 366, + "FP": 0, + "IoU": 0.03430079155672823, + "TN": 174853, + "TP": 13, + "n_pred": 13, + "n_ref": 379 + }, + "13": { + "Dice": 0.7084745762711865, + "FN": 1, + "FP": 171, + "IoU": 0.5485564304461942, + "TN": 174851, + "TP": 209, + "n_pred": 380, + "n_ref": 210 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.44804088586030666, + "FN": 4, + "FP": 644, + "IoU": 0.28869374313940727, + "TN": 174321, + "TP": 263, + "n_pred": 907, + "n_ref": 267 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 215, + "FP": 0, + "IoU": 0.0, + "TN": 175017, + "TP": 0, + "n_pred": 0, + "n_ref": 215 + }, + "6": { + "Dice": 0.20033751205400194, + "FN": 6290, + "FP": 344, + "IoU": 0.11131949095780308, + "TN": 167767, + "TP": 831, + "n_pred": 1175, + "n_ref": 7121 + }, + "7": { + "Dice": 0.005871559633027523, + "FN": 5418, + "FP": 0, + "IoU": 0.002944423997055576, + "TN": 169798, + "TP": 16, + "n_pred": 16, + "n_ref": 5434 + }, + "8": { + "Dice": 0.9522626780937824, + "FN": 2120, + "FP": 1378, + "IoU": 0.9088754005262198, + "TN": 136845, + "TP": 34889, + "n_pred": 36267, + "n_ref": 37009 + }, + "9": { + "Dice": 0.6778943942722317, + "FN": 2609, + "FP": 1350, + "IoU": 0.5127384615384616, + "TN": 167107, + "TP": 4166, + "n_pred": 5516, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.7016679943032322, + "FN": 9020, + "FP": 3339, + "IoU": 0.5404380322016882, + "TN": 148339, + "TP": 14534, + "n_pred": 17873, + "n_ref": 23554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.0658464737480506, + "FN": 7642, + "FP": 3140, + "IoU": 0.034044078122200325, + "TN": 164070, + "TP": 380, + "n_pred": 3520, + "n_ref": 8022 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 7, + "IoU": 0.0, + "TN": 175225, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8972340277293945, + "FN": 8292, + "FP": 7933, + "IoU": 0.8136214303765479, + "TN": 88178, + "TP": 70829, + "n_pred": 78762, + "n_ref": 79121 + }, + "7": { + "Dice": 0.525349881172432, + "FN": 3429, + "FP": 3761, + "IoU": 0.3562539170919509, + "TN": 164063, + "TP": 3979, + "n_pred": 7740, + "n_ref": 7408 + }, + "8": { + "Dice": 0.8595479345284489, + "FN": 291, + "FP": 610, + "IoU": 0.7536905412793876, + "TN": 171574, + "TP": 2757, + "n_pred": 3367, + "n_ref": 3048 + }, + "9": { + "Dice": 0.6805337519623234, + "FN": 3360, + "FP": 710, + "IoU": 0.5157644259369423, + "TN": 166827, + "TP": 4335, + "n_pred": 5045, + "n_ref": 7695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.8494494159948831, + "FN": 25150, + "FP": 977, + "IoU": 0.7382981920168278, + "TN": 75397, + "TP": 73708, + "n_pred": 74685, + "n_ref": 98858 + }, + "15": { + "Dice": 0.01540785498489426, + "FN": 2171, + "FP": 10865, + "IoU": 0.0077637387730248135, + "TN": 162094, + "TP": 102, + "n_pred": 10967, + "n_ref": 2273 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 233, + "IoU": 0.0, + "TN": 174999, + "TP": 0, + "n_pred": 233, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 379, + "IoU": 0.0, + "TN": 174853, + "TP": 0, + "n_pred": 379, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.936304264310411, + "FN": 1786, + "FP": 701, + "IoU": 0.8802369257440046, + "TN": 154466, + "TP": 18279, + "n_pred": 18980, + "n_ref": 20065 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9513514024076357, + "FN": 10096, + "FP": 205, + "IoU": 0.9072165877033381, + "TN": 64210, + "TP": 100721, + "n_pred": 100926, + "n_ref": 110817 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0317.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.28434888871698233, + "FN": 2653.342857142857, + "FP": 1260.2285714285713, + "IoU": 0.2113840357960463, + "TN": 169454.81904761906, + "TP": 1863.6095238095238, + "n_pred": 3123.8380952380953, + "n_ref": 4516.952380952382 + }, + "mean": { + "1": { + "Dice": 0.44281524926686217, + "FN": 11.142857142857142, + "FP": 38.57142857142857, + "IoU": 0.3973684210526316, + "TN": 175139.14285714287, + "TP": 43.142857142857146, + "n_pred": 81.71428571428571, + "n_ref": 54.285714285714285 + }, + "10": { + "Dice": 0.23142314251199958, + "FN": 3666.0, + "FP": 1009.4285714285714, + "IoU": 0.15624999406346032, + "TN": 168115.14285714287, + "TP": 2441.4285714285716, + "n_pred": 3450.8571428571427, + "n_ref": 6107.428571428572 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1.5714285714285714, + "IoU": 0.0, + "TN": 175230.42857142858, + "TP": 0.0, + "n_pred": 1.5714285714285714, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 203.71428571428572, + "FP": 5.285714285714286, + "IoU": 0.0, + "TN": 175023.0, + "TP": 0.0, + "n_pred": 5.285714285714286, + "n_ref": 203.71428571428572 + }, + "13": { + "Dice": 0.2029472528092088, + "FN": 4216.0, + "FP": 1087.142857142857, + "IoU": 0.1324873380310147, + "TN": 168139.42857142858, + "TP": 1789.4285714285713, + "n_pred": 2876.5714285714284, + "n_ref": 6005.428571428572 + }, + "14": { + "Dice": 0.6029462043107776, + "FN": 221.14285714285714, + "FP": 7597.714285714285, + "IoU": 0.43667384331776726, + "TN": 162514.42857142858, + "TP": 4898.714285714285, + "n_pred": 12496.42857142857, + "n_ref": 5119.857142857143 + }, + "15": { + "Dice": 0.47176435583391635, + "FN": 4609.0, + "FP": 1435.2857142857142, + "IoU": 0.3135555415073175, + "TN": 166816.14285714287, + "TP": 2371.5714285714284, + "n_pred": 3806.8571428571427, + "n_ref": 6980.571428571428 + }, + "2": { + "Dice": 0.4044401220698213, + "FN": 198.28571428571428, + "FP": 2169.5714285714284, + "IoU": 0.33954614561630725, + "TN": 171141.2857142857, + "TP": 1722.857142857143, + "n_pred": 3892.4285714285716, + "n_ref": 1921.142857142857 + }, + "3": { + "Dice": 0.3333970751607205, + "FN": 5114.142857142857, + "FP": 775.2857142857143, + "IoU": 0.25007171641281334, + "TN": 164112.14285714287, + "TP": 5230.428571428572, + "n_pred": 6005.714285714285, + "n_ref": 10344.57142857143 + }, + "4": { + "Dice": 0.009494100094941001, + "FN": 1959.142857142857, + "FP": 127.42857142857143, + "IoU": 0.004769692014172799, + "TN": 173135.42857142858, + "TP": 10.0, + "n_pred": 137.42857142857142, + "n_ref": 1969.142857142857 + }, + "5": { + "Dice": 0.30267897343538946, + "FN": 33.57142857142857, + "FP": 469.2857142857143, + "IoU": 0.21702986279257466, + "TN": 174345.0, + "TP": 384.14285714285717, + "n_pred": 853.4285714285714, + "n_ref": 417.7142857142857 + }, + "6": { + "Dice": 0.31568005307790675, + "FN": 599.5714285714286, + "FP": 1968.857142857143, + "IoU": 0.26373181391191003, + "TN": 167604.57142857142, + "TP": 5059.0, + "n_pred": 7027.857142857143, + "n_ref": 5658.571428571428 + }, + "7": { + "Dice": 0.14465888086123502, + "FN": 13766.57142857143, + "FP": 1033.0, + "IoU": 0.09108831896289077, + "TN": 159337.85714285713, + "TP": 1094.5714285714287, + "n_pred": 2127.5714285714284, + "n_ref": 14861.142857142857 + }, + "8": { + "Dice": 0.5207962861879867, + "FN": 4356.428571428572, + "FP": 291.42857142857144, + "IoU": 0.37049148093095124, + "TN": 168931.2857142857, + "TP": 1652.857142857143, + "n_pred": 1944.2857142857142, + "n_ref": 6009.285714285715 + }, + "9": { + "Dice": 0.28219163513396955, + "FN": 845.4285714285714, + "FP": 893.5714285714286, + "IoU": 0.1976963683268831, + "TN": 172237.0, + "TP": 1256.0, + "n_pred": 2149.5714285714284, + "n_ref": 2101.4285714285716 + } + }, + "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": 35, + "FP": 44, + "IoU": 0.0, + "TN": 175153, + "TP": 0, + "n_pred": 44, + "n_ref": 35 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.707641196013289, + "FN": 171, + "FP": 5, + "IoU": 0.5475578406169666, + "TN": 174843, + "TP": 213, + "n_pred": 218, + "n_ref": 384 + }, + "7": { + "Dice": 0.09379187137114783, + "FN": 64734, + "FP": 194, + "IoU": 0.04920337394564199, + "TN": 106944, + "TP": 3360, + "n_pred": 3554, + "n_ref": 68094 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.6860999851654057, + "FN": 486, + "FP": 7978, + "IoU": 0.5221858417071243, + "TN": 157518, + "TP": 9250, + "n_pred": 17228, + "n_ref": 9736 + }, + "15": { + "Dice": 0.37883710398330284, + "FN": 21523, + "FP": 10024, + "IoU": 0.23368231836179465, + "TN": 134065, + "TP": 9620, + "n_pred": 19644, + "n_ref": 31143 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 171, + "IoU": 0.0, + "TN": 175061, + "TP": 0, + "n_pred": 171, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.5197924234561495, + "FN": 1062, + "FP": 45206, + "IoU": 0.3511618449284102, + "TN": 103923, + "TP": 25041, + "n_pred": 70247, + "n_ref": 26103 + }, + "15": { + "Dice": 0.5646916076845299, + "FN": 10740, + "FP": 23, + "IoU": 0.3934287646528404, + "TN": 157488, + "TP": 6981, + "n_pred": 7004, + "n_ref": 17721 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.6196962886235269, + "FN": 15445, + "FP": 4014, + "IoU": 0.448956474952567, + "TN": 139919, + "TP": 15854, + "n_pred": 19868, + "n_ref": 31299 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5501060852987301, + "FN": 11873, + "FP": 2758, + "IoU": 0.379411265693926, + "TN": 151656, + "TP": 8945, + "n_pred": 11703, + "n_ref": 20818 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8088802441396425, + "FN": 1388, + "FP": 4311, + "IoU": 0.6790922912326145, + "TN": 157473, + "TP": 12060, + "n_pred": 16371, + "n_ref": 13448 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4634, + "IoU": 0.0, + "TN": 170598, + "TP": 0, + "n_pred": 4634, + "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": 14, + "IoU": 0.0, + "TN": 175218, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 7108, + "IoU": 0.0, + "TN": 168124, + "TP": 0, + "n_pred": 7108, + "n_ref": 0 + }, + "7": { + "Dice": 0.5112128146453089, + "FN": 3716, + "FP": 556, + "IoU": 0.3433753458346142, + "TN": 168726, + "TP": 2234, + "n_pred": 2790, + "n_ref": 5950 + }, + "8": { + "Dice": 0.6922505110574243, + "FN": 1807, + "FP": 1505, + "IoU": 0.5293448912889015, + "TN": 168195, + "TP": 3725, + "n_pred": 5230, + "n_ref": 5532 + }, + "9": { + "Dice": 0.6553349300780344, + "FN": 5677, + "FP": 3245, + "IoU": 0.48735922776373247, + "TN": 157828, + "TP": 8482, + "n_pred": 11727, + "n_ref": 14159 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.02548447040084948, + "FN": 6105, + "FP": 1237, + "IoU": 0.012906695348211886, + "TN": 167794, + "TP": 96, + "n_pred": 1333, + "n_ref": 6201 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.26168292593810516, + "FN": 17639, + "FP": 2568, + "IoU": 0.15053808643013283, + "TN": 151444, + "TP": 3581, + "n_pred": 6149, + "n_ref": 21220 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.009494100094941001, + "FN": 13714, + "FP": 892, + "IoU": 0.004769692014172799, + "TN": 160556, + "TP": 70, + "n_pred": 962, + "n_ref": 13784 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8707590693762446, + "FN": 4026, + "FP": 6423, + "IoU": 0.7711012289425836, + "TN": 129583, + "TP": 35200, + "n_pred": 41623, + "n_ref": 39226 + }, + "7": { + "Dice": 0.11828971828971829, + "FN": 27916, + "FP": 2913, + "IoU": 0.06286287503419764, + "TN": 142335, + "TP": 2068, + "n_pred": 4981, + "n_ref": 29984 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.19123997532387416, + "FN": 241, + "FP": 2381, + "IoU": 0.10572987721691678, + "TN": 172300, + "TP": 310, + "n_pred": 2691, + "n_ref": 551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 270, + "IoU": 0.0, + "TN": 174962, + "TP": 0, + "n_pred": 270, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 739, + "IoU": 0.0, + "TN": 174493, + "TP": 0, + "n_pred": 739, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6053579468707789, + "FN": 235, + "FP": 3271, + "IoU": 0.4340597255851493, + "TN": 169037, + "TP": 2689, + "n_pred": 5960, + "n_ref": 2924 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 52, + "IoU": 0.0, + "TN": 175180, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.34934206131854917, + "FN": 28688, + "FP": 535, + "IoU": 0.21163807057300096, + "TN": 138164, + "TP": 7845, + "n_pred": 8380, + "n_ref": 36533 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 629, + "IoU": 0.0, + "TN": 174603, + "TP": 0, + "n_pred": 629, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8856304985337243, + "FN": 78, + "FP": 0, + "IoU": 0.7947368421052632, + "TN": 174852, + "TP": 302, + "n_pred": 302, + "n_ref": 380 + }, + "10": { + "Dice": 0.28051181102362205, + "FN": 4077, + "FP": 1771, + "IoU": 0.1631368059530624, + "TN": 168244, + "TP": 1140, + "n_pred": 2911, + "n_ref": 5217 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 175221, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1426, + "FP": 37, + "IoU": 0.0, + "TN": 173769, + "TP": 0, + "n_pred": 37, + "n_ref": 1426 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1545, + "IoU": 0.0, + "TN": 173687, + "TP": 0, + "n_pred": 1545, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 10876, + "IoU": 0.0, + "TN": 164356, + "TP": 0, + "n_pred": 10876, + "n_ref": 0 + }, + "3": { + "Dice": 0.666794150321441, + "FN": 35799, + "FP": 793, + "IoU": 0.5001434328256267, + "TN": 102027, + "TP": 36613, + "n_pred": 37406, + "n_ref": 72412 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 194, + "IoU": 0.0, + "TN": 175038, + "TP": 0, + "n_pred": 194, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3397, + "IoU": 0.0, + "TN": 171835, + "TP": 0, + "n_pred": 3397, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": NaN, + "FN": 2418.0833333333335, + "FP": 1575.15, + "IoU": NaN, + "TN": 190878.29166666666, + "TP": 2264.475, + "n_pred": 3839.625, + "n_ref": 4682.558333333333 + }, + "mean": { + "1": { + "Dice": 0.20046505605757936, + "FN": 65.125, + "FP": 9103.75, + "IoU": 0.15720088914505922, + "TN": 186710.5, + "TP": 1256.625, + "n_pred": 10360.375, + "n_ref": 1321.75 + }, + "10": { + "Dice": 0.2505507883852692, + "FN": 4753.5, + "FP": 368.25, + "IoU": 0.15161208267616783, + "TN": 190880.875, + "TP": 1133.375, + "n_pred": 1501.625, + "n_ref": 5886.875 + }, + "11": { + "Dice": 0.0, + "FN": 441.75, + "FP": 6.875, + "IoU": 0.0, + "TN": 196687.375, + "TP": 0.0, + "n_pred": 6.875, + "n_ref": 441.75 + }, + "12": { + "Dice": 0.18381293396366688, + "FN": 1138.125, + "FP": 71.5, + "IoU": 0.11207082230189636, + "TN": 195810.0, + "TP": 116.375, + "n_pred": 187.875, + "n_ref": 1254.5 + }, + "13": { + "Dice": 0.0, + "FN": 665.625, + "FP": 641.0, + "IoU": 0.0, + "TN": 195829.375, + "TP": 0.0, + "n_pred": 641.0, + "n_ref": 665.625 + }, + "14": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 197136.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "15": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 197136.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.2559503379153558, + "FN": 1287.0, + "FP": 4231.5, + "IoU": 0.2193336912030571, + "TN": 189970.375, + "TP": 1647.125, + "n_pred": 5878.625, + "n_ref": 2934.125 + }, + "3": { + "Dice": 0.26162194811969214, + "FN": 10632.625, + "FP": 780.5, + "IoU": 0.18052296422892594, + "TN": 183435.25, + "TP": 2287.625, + "n_pred": 3068.125, + "n_ref": 12920.25 + }, + "4": { + "Dice": 0.14641375222288086, + "FN": 141.5, + "FP": 38.0, + "IoU": 0.08576388888888889, + "TN": 196925.625, + "TP": 30.875, + "n_pred": 68.875, + "n_ref": 172.375 + }, + "5": { + "Dice": 0.10869565217391304, + "FN": 9.0, + "FP": 249.125, + "IoU": 0.06097560975609756, + "TN": 196876.625, + "TP": 1.25, + "n_pred": 250.375, + "n_ref": 10.25 + }, + "6": { + "Dice": 0.3750210127206715, + "FN": 11755.125, + "FP": 5133.625, + "IoU": 0.31555772076752875, + "TN": 156717.0, + "TP": 23530.25, + "n_pred": 28663.875, + "n_ref": 35285.375 + }, + "7": { + "Dice": 0.07240581739338757, + "FN": 4695.5, + "FP": 2910.625, + "IoU": 0.04191809935373647, + "TN": 188449.875, + "TP": 1080.0, + "n_pred": 3990.625, + "n_ref": 5775.5 + }, + "8": { + "Dice": 0.8841296837615941, + "FN": 337.125, + "FP": 43.5, + "IoU": 0.8015224444718737, + "TN": 193873.75, + "TP": 2881.625, + "n_pred": 2925.125, + "n_ref": 3218.75 + }, + "9": { + "Dice": 0.005649717514124294, + "FN": 349.25, + "FP": 49.0, + "IoU": 0.002840909090909091, + "TN": 196735.75, + "TP": 2.0, + "n_pred": 51.0, + "n_ref": 351.25 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 13527, + "IoU": 0.0, + "TN": 161705, + "TP": 0, + "n_pred": 13527, + "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": 3534, + "FP": 0, + "IoU": 0.0, + "TN": 171698, + "TP": 0, + "n_pred": 0, + "n_ref": 3534 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 936, + "FP": 0, + "IoU": 0.0, + "TN": 174296, + "TP": 0, + "n_pred": 0, + "n_ref": 936 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5892886889888389, + "FN": 9861, + "FP": 1, + "IoU": 0.41772450847257486, + "TN": 158295, + "TP": 7075, + "n_pred": 7076, + "n_ref": 16936 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1993, + "IoU": 0.0, + "TN": 173239, + "TP": 0, + "n_pred": 1993, + "n_ref": 0 + }, + "6": { + "Dice": 0.8582345649924707, + "FN": 11045, + "FP": 2794, + "IoU": 0.7516732760322273, + "TN": 119503, + "TP": 41890, + "n_pred": 44684, + "n_ref": 52935 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3222, + "IoU": 0.0, + "TN": 172010, + "TP": 0, + "n_pred": 3222, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.011299435028248588, + "FN": 2794, + "FP": 6, + "IoU": 0.005681818181818182, + "TN": 172416, + "TP": 16, + "n_pred": 22, + "n_ref": 2810 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 15288, + "IoU": 0.0, + "TN": 159944, + "TP": 0, + "n_pred": 15288, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2685, + "IoU": 0.0, + "TN": 172547, + "TP": 0, + "n_pred": 2685, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.2928275044457617, + "FN": 1132, + "FP": 61, + "IoU": 0.17152777777777778, + "TN": 173792, + "TP": 247, + "n_pred": 308, + "n_ref": 1379 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8360806179938433, + "FN": 24270, + "FP": 3952, + "IoU": 0.7183320691444768, + "TN": 75036, + "TP": 71974, + "n_pred": 75926, + "n_ref": 96244 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 290, + "IoU": 0.0, + "TN": 174942, + "TP": 0, + "n_pred": 290, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8118906064209275, + "FN": 189, + "FP": 2975, + "IoU": 0.6833466773418735, + "TN": 165240, + "TP": 6828, + "n_pred": 9803, + "n_ref": 7017 + }, + "10": { + "Dice": 0.07285886610373944, + "FN": 3258, + "FP": 585, + "IoU": 0.03780671006509765, + "TN": 171238, + "TP": 151, + "n_pred": 736, + "n_ref": 3409 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 175212, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "12": { + "Dice": 0.3633122028526149, + "FN": 3025, + "FP": 189, + "IoU": 0.22198015008472524, + "TN": 171101, + "TP": 917, + "n_pred": 1106, + "n_ref": 3942 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 4271, + "IoU": 0.0, + "TN": 170961, + "TP": 0, + "n_pred": 4271, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1592, + "IoU": 0.0, + "TN": 173640, + "TP": 0, + "n_pred": 1592, + "n_ref": 0 + }, + "3": { + "Dice": 0.3844512549947628, + "FN": 25668, + "FP": 6066, + "IoU": 0.23796945538372874, + "TN": 133588, + "TP": 9910, + "n_pred": 15976, + "n_ref": 35578 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.21739130434782608, + "FN": 72, + "FP": 0, + "IoU": 0.12195121951219512, + "TN": 175150, + "TP": 10, + "n_pred": 10, + "n_ref": 82 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 19889, + "IoU": 0.0, + "TN": 155343, + "TP": 0, + "n_pred": 19889, + "n_ref": 0 + }, + "7": { + "Dice": 0.0552506237242005, + "FN": 15656, + "FP": 5171, + "IoU": 0.028410151147602165, + "TN": 153796, + "TP": 609, + "n_pred": 5780, + "n_ref": 16265 + }, + "8": { + "Dice": 0.9765742531699978, + "FN": 565, + "FP": 89, + "IoU": 0.9542209155816883, + "TN": 160946, + "TP": 13632, + "n_pred": 13721, + "n_ref": 14197 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5346, + "IoU": 0.0, + "TN": 169886, + "TP": 0, + "n_pred": 5346, + "n_ref": 0 + }, + "10": { + "Dice": 0.24228283146775972, + "FN": 22491, + "FP": 1540, + "IoU": 0.1378394862411653, + "TN": 147359, + "TP": 3842, + "n_pred": 5382, + "n_ref": 26333 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4389, + "FP": 51, + "IoU": 0.0, + "TN": 170792, + "TP": 0, + "n_pred": 51, + "n_ref": 4389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 140, + "IoU": 0.0, + "TN": 175092, + "TP": 0, + "n_pred": 140, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.12810494999820782, + "FN": 24154, + "FP": 171, + "IoU": 0.0684359681372549, + "TN": 149120, + "TP": 1787, + "n_pred": 1958, + "n_ref": 25941 + }, + "7": { + "Dice": 0.3067784632427374, + "FN": 21886, + "FP": 14409, + "IoU": 0.18118034562108018, + "TN": 130906, + "TP": 8031, + "n_pred": 22440, + "n_ref": 29917 + }, + "8": { + "Dice": 0.7809798270893372, + "FN": 290, + "FP": 14, + "IoU": 0.640661938534279, + "TN": 174386, + "TP": 542, + "n_pred": 556, + "n_ref": 832 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5858849887976102, + "FN": 240, + "FP": 4196, + "IoU": 0.41431212041193555, + "TN": 167658, + "TP": 3138, + "n_pred": 7334, + "n_ref": 3378 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 105, + "IoU": 0.0, + "TN": 175127, + "TP": 0, + "n_pred": 105, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 27380, + "IoU": 0.0, + "TN": 147852, + "TP": 0, + "n_pred": 27380, + "n_ref": 0 + }, + "3": { + "Dice": 0.017870987750038765, + "FN": 50656, + "FP": 14, + "IoU": 0.009016056795290528, + "TN": 124101, + "TP": 461, + "n_pred": 475, + "n_ref": 51117 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 184, + "IoU": 0.0, + "TN": 175048, + "TP": 0, + "n_pred": 184, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 175221, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "10": { + "Dice": 0.43651066758430834, + "FN": 12279, + "FP": 821, + "IoU": 0.27919005172224054, + "TN": 157058, + "TP": 5074, + "n_pred": 5895, + "n_ref": 17353 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 175197, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "12": { + "Dice": 0.004313665074718842, + "FN": 6080, + "FP": 383, + "IoU": 0.0021614945190674695, + "TN": 168755, + "TP": 14, + "n_pred": 397, + "n_ref": 6094 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 701, + "IoU": 0.0, + "TN": 174531, + "TP": 0, + "n_pred": 701, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1938, + "IoU": 0.0, + "TN": 173294, + "TP": 0, + "n_pred": 1938, + "n_ref": 0 + }, + "3": { + "Dice": 0.6441655497339669, + "FN": 8737, + "FP": 24, + "IoU": 0.47510634473668445, + "TN": 158541, + "TP": 7930, + "n_pred": 7954, + "n_ref": 16667 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 243, + "IoU": 0.0, + "TN": 174989, + "TP": 0, + "n_pred": 243, + "n_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": 12972, + "IoU": 0.0, + "TN": 162260, + "TP": 0, + "n_pred": 12972, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 22, + "FP": 193, + "IoU": 0.0, + "TN": 175017, + "TP": 0, + "n_pred": 193, + "n_ref": 22 + }, + "8": { + "Dice": 0.8948349710254472, + "FN": 1842, + "FP": 245, + "IoU": 0.8096844792996535, + "TN": 164266, + "TP": 8879, + "n_pred": 9124, + "n_ref": 10721 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 386, + "IoU": 0.0, + "TN": 174846, + "TP": 0, + "n_pred": 386, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.005479797184517998, + "FN": 92, + "FP": 31487, + "IoU": 0.0027474262616055075, + "TN": 318798, + "TP": 87, + "n_pred": 31574, + "n_ref": 179 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.9464133385032959, + "FN": 435, + "FP": 256, + "IoU": 0.8982776387457677, + "TN": 343671, + "TP": 6102, + "n_pred": 6358, + "n_ref": 6537 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.8027269560601789, + "FN": 34572, + "FP": 1107, + "IoU": 0.6704627320587421, + "TN": 242194, + "TP": 72591, + "n_pred": 73698, + "n_ref": 107163 + }, + "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_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804667/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0374.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 2071.211904761905, + "FP": 1355.8823809523808, + "IoU": NaN, + "TN": 173778.36547619046, + "TP": 2407.3402380952384, + "n_pred": 3763.222619047619, + "n_ref": 4478.552142857143 + }, + "mean": { + "1": { + "Dice": 0.29284275256020753, + "FN": 3010.8535714285713, + "FP": 2105.139285714286, + "IoU": 0.25079832130181157, + "TN": 171141.22857142857, + "TP": 3355.578571428571, + "n_pred": 5460.717857142858, + "n_ref": 6366.432142857143 + }, + "10": { + "Dice": 0.26562900078396884, + "FN": 2427.85, + "FP": 1466.2607142857144, + "IoU": 0.1855174256416953, + "TN": 173572.35357142857, + "TP": 2146.3357142857144, + "n_pred": 3612.596428571428, + "n_ref": 4574.185714285714 + }, + "11": { + "Dice": 0.1411041509532567, + "FN": 219.625, + "FP": 22.189285714285713, + "IoU": 0.0959359321141845, + "TN": 179322.38571428572, + "TP": 48.6, + "n_pred": 70.78928571428571, + "n_ref": 268.225 + }, + "12": { + "Dice": 0.043395239853957865, + "FN": 280.21785714285716, + "FP": 18.257142857142856, + "IoU": 0.025844243616052094, + "TN": 179290.725, + "TP": 23.6, + "n_pred": 41.857142857142854, + "n_ref": 303.8178571428572 + }, + "13": { + "Dice": 0.13950924710898258, + "FN": 2490.1, + "FP": 1348.3535714285713, + "IoU": 0.0950772392504884, + "TN": 174955.51071428572, + "TP": 818.8357142857143, + "n_pred": 2167.1892857142857, + "n_ref": 3308.9357142857143 + }, + "14": { + "Dice": NaN, + "FN": 805.6285714285715, + "FP": 1772.7678571428573, + "IoU": NaN, + "TN": 172254.56071428573, + "TP": 4779.842857142858, + "n_pred": 6552.6107142857145, + "n_ref": 5585.471428571429 + }, + "15": { + "Dice": NaN, + "FN": 1650.275, + "FP": 719.8321428571428, + "IoU": NaN, + "TN": 176678.07857142857, + "TP": 564.6142857142856, + "n_pred": 1284.4464285714287, + "n_ref": 2214.8892857142855 + }, + "2": { + "Dice": 0.37687194042346556, + "FN": 937.9571428571428, + "FP": 1441.9642857142858, + "IoU": 0.3316746834427745, + "TN": 174035.13214285712, + "TP": 3197.7464285714286, + "n_pred": 4639.710714285715, + "n_ref": 4135.703571428572 + }, + "3": { + "Dice": 0.1638078932421132, + "FN": 3162.2785714285715, + "FP": 475.6821428571428, + "IoU": 0.11498831044228859, + "TN": 174464.65357142856, + "TP": 1510.1857142857143, + "n_pred": 1985.8678571428572, + "n_ref": 4672.464285714285 + }, + "4": { + "Dice": 0.09010610984272815, + "FN": 801.7035714285714, + "FP": 377.68571428571425, + "IoU": 0.056196272852202744, + "TN": 178269.88571428572, + "TP": 163.525, + "n_pred": 541.2107142857143, + "n_ref": 965.2285714285714 + }, + "5": { + "Dice": 0.08227492512186049, + "FN": 1111.5392857142856, + "FP": 155.38214285714284, + "IoU": 0.05560109450973445, + "TN": 178268.8, + "TP": 77.07857142857144, + "n_pred": 232.46071428571432, + "n_ref": 1188.617857142857 + }, + "6": { + "Dice": 0.4041371697868369, + "FN": 3527.4642857142853, + "FP": 6797.471428571429, + "IoU": 0.34895711957800213, + "TN": 156096.08928571426, + "TP": 13191.775, + "n_pred": 19989.24642857143, + "n_ref": 16719.239285714284 + }, + "7": { + "Dice": 0.1683303085970584, + "FN": 7781.114285714286, + "FP": 2191.5, + "IoU": 0.11573291944392858, + "TN": 166995.32142857142, + "TP": 2644.864285714286, + "n_pred": 4836.364285714286, + "n_ref": 10425.978571428572 + }, + "8": { + "Dice": 0.5360009753570888, + "FN": 1912.3107142857145, + "FP": 647.2357142857143, + "IoU": 0.4532862558504974, + "TN": 174625.25714285712, + "TP": 2427.9964285714286, + "n_pred": 3075.2321428571427, + "n_ref": 4340.307142857143 + }, + "9": { + "Dice": 0.3047733526748605, + "FN": 949.2607142857144, + "FP": 798.5142857142857, + "IoU": 0.2303853575736766, + "TN": 176705.5, + "TP": 1159.525, + "n_pred": 1958.0392857142856, + "n_ref": 2108.7857142857147 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_001/summary.json b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0f83ccef3e4f7064ae0a740ce126875f161dcee9 --- /dev/null +++ b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.46617554699307945, + "FN": 66010.10533333334, + "FP": 51148.57066666668, + "IoU": 0.34592329701460833, + "TN": 96219221.73866667, + "TP": 120580.4253333333, + "n_pred": 171728.99599999998, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.636508228247417, + "FN": 62630.22, + "FP": 72335.74, + "IoU": 0.5050660809665513, + "TN": 96190336.96, + "TP": 131657.92, + "n_pred": 203993.66, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.4072046283651256, + "FN": 45249.14, + "FP": 25199.66, + "IoU": 0.27765999282112463, + "TN": 96357538.62, + "TP": 28973.42, + "n_pred": 54173.08, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.4883146103310404, + "FN": 2213.52, + "FP": 445.4, + "IoU": 0.3470538141098384, + "TN": 96452815.06, + "TP": 1486.86, + "n_pred": 1932.26, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.13564578181618073, + "FN": 3861.64, + "FP": 86.14, + "IoU": 0.08374714294845557, + "TN": 96452638.04, + "TP": 375.02, + "n_pred": 461.16, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.31227290661354695, + "FN": 43099.68, + "FP": 16543.02, + "IoU": 0.19589246292752743, + "TN": 96382559.68, + "TP": 14758.46, + "n_pred": 31301.48, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6085390494250477, + "FN": 64470.98, + "FP": 32159.84, + "IoU": 0.4804905395837737, + "TN": 96286442.86, + "TP": 73887.16, + "n_pred": 106047.0, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.5187764128169298, + "FN": 35656.66, + "FP": 4736.54, + "IoU": 0.389588872310544, + "TN": 96398177.26, + "TP": 18390.38, + "n_pred": 23126.92, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.5194829354837266, + "FN": 72284.88, + "FP": 80830.86, + "IoU": 0.3660139327764492, + "TN": 96219288.28, + "TP": 84556.82, + "n_pred": 165387.68, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.4324586671665876, + "FN": 87258.4, + "FP": 52413.88, + "IoU": 0.30961120443560175, + "TN": 96241144.38, + "TP": 76144.18, + "n_pred": 128558.06, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.19852032323791957, + "FN": 23441.42, + "FP": 4088.9, + "IoU": 0.13165824776209867, + "TN": 96426294.44, + "TP": 3136.08, + "n_pred": 7224.98, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.2538131867611513, + "FN": 14684.1, + "FP": 892.64, + "IoU": 0.16667162020910808, + "TN": 96438916.04, + "TP": 2468.06, + "n_pred": 3360.7, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8004567966022692, + "FN": 245757.72, + "FP": 326707.12, + "IoU": 0.6774722565186889, + "TN": 94771030.1, + "TP": 1113465.9, + "n_pred": 1440173.02, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.4323190769764589, + "FN": 206777.8, + "FP": 118799.56, + "IoU": 0.2905524721291916, + "TN": 95999236.62, + "TP": 132146.86, + "n_pred": 250946.42, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.780989412030013, + "FN": 30713.88, + "FP": 26425.1, + "IoU": 0.6484372994298253, + "TN": 96298166.56, + "TP": 101655.3, + "n_pred": 128080.4, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.4673311890227778, + "FN": 52051.54, + "FP": 5564.16, + "IoU": 0.3189335162903468, + "TN": 96373741.18, + "TP": 25603.96, + "n_pred": 31168.12, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.6265398134347416, + "FN": 25222, + "FP": 55209, + "IoU": 0.45617617428109725, + "TN": 119445421, + "TP": 67468, + "n_pred": 122677, + "n_ref": 92690 + }, + "10": { + "Dice": 0.44646722380699816, + "FN": 44189, + "FP": 33041, + "IoU": 0.28738835166457516, + "TN": 119484944, + "TP": 31146, + "n_pred": 64187, + "n_ref": 75335 + }, + "11": { + "Dice": 0.40736907472572964, + "FN": 2562, + "FP": 301, + "IoU": 0.2557837275799324, + "TN": 119589473, + "TP": 984, + "n_pred": 1285, + "n_ref": 3546 + }, + "12": { + "Dice": 0.45236463331048665, + "FN": 3145, + "FP": 51, + "IoU": 0.29229406554472986, + "TN": 119588804, + "TP": 1320, + "n_pred": 1371, + "n_ref": 4465 + }, + "13": { + "Dice": 0.1306944664079701, + "FN": 47385, + "FP": 24078, + "IoU": 0.06991605388169454, + "TN": 119516485, + "TP": 5372, + "n_pred": 29450, + "n_ref": 52757 + }, + "14": { + "Dice": 0.23788188173752298, + "FN": 211196, + "FP": 21327, + "IoU": 0.13499769355534724, + "TN": 119324508, + "TP": 36289, + "n_pred": 57616, + "n_ref": 247485 + }, + "15": { + "Dice": 0.38971291379275264, + "FN": 23286, + "FP": 6709, + "IoU": 0.24201455574648742, + "TN": 119553748, + "TP": 9577, + "n_pred": 16286, + "n_ref": 32863 + }, + "2": { + "Dice": 0.6442257760431309, + "FN": 43412, + "FP": 64151, + "IoU": 0.4751718720266993, + "TN": 119388371, + "TP": 97386, + "n_pred": 161537, + "n_ref": 140798 + }, + "3": { + "Dice": 0.7334201786196294, + "FN": 45390, + "FP": 45470, + "IoU": 0.5790556317408547, + "TN": 119377472, + "TP": 124988, + "n_pred": 170458, + "n_ref": 170378 + }, + "4": { + "Dice": 0.2111610065348968, + "FN": 68511, + "FP": 174, + "IoU": 0.11804360666683787, + "TN": 119515442, + "TP": 9193, + "n_pred": 9367, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 666, + "IoU": 0.0, + "TN": 119528390, + "TP": 0, + "n_pred": 666, + "n_ref": 64264 + }, + "6": { + "Dice": 0.8215150677883745, + "FN": 319680, + "FP": 54992, + "IoU": 0.6970942481603588, + "TN": 118356394, + "TP": 862254, + "n_pred": 917246, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 235289, + "IoU": 0.0, + "TN": 119358031, + "TP": 0, + "n_pred": 235289, + "n_ref": 0 + }, + "8": { + "Dice": 0.7872411502470904, + "FN": 81482, + "FP": 29336, + "IoU": 0.6491324721377912, + "TN": 119277480, + "TP": 205022, + "n_pred": 234358, + "n_ref": 286504 + }, + "9": { + "Dice": 0.5686147205940177, + "FN": 45443, + "FP": 1732, + "IoU": 0.3972478470855799, + "TN": 119515054, + "TP": 31091, + "n_pred": 32823, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8792030019834912, + "FN": 22562, + "FP": 23053, + "IoU": 0.7844444654468471, + "TN": 72614044, + "TP": 166001, + "n_pred": 189054, + "n_ref": 188563 + }, + "10": { + "Dice": 0.30096182094547125, + "FN": 44889, + "FP": 64565, + "IoU": 0.17713658507247249, + "TN": 72692644, + "TP": 23562, + "n_pred": 88127, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6248468512619456, + "FN": 972, + "FP": 559, + "IoU": 0.45438346400570206, + "TN": 72822854, + "TP": 1275, + "n_pred": 1834, + "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": 0.2598412600750631, + "FN": 39625, + "FP": 20524, + "IoU": 0.14932043503472076, + "TN": 72754953, + "TP": 10558, + "n_pred": 31082, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7841691098933921, + "FN": 12563, + "FP": 22846, + "IoU": 0.6449656085186596, + "TN": 72725926, + "TP": 64325, + "n_pred": 87171, + "n_ref": 76888 + }, + "15": { + "Dice": 0.7379602150853584, + "FN": 17366, + "FP": 470, + "IoU": 0.5847360946194501, + "TN": 72782709, + "TP": 25115, + "n_pred": 25585, + "n_ref": 42481 + }, + "2": { + "Dice": 0.6423331902262234, + "FN": 13906, + "FP": 121889, + "IoU": 0.4731154843015225, + "TN": 72567928, + "TP": 121937, + "n_pred": 243826, + "n_ref": 135843 + }, + "3": { + "Dice": 0.16328878216419465, + "FN": 115791, + "FP": 588, + "IoU": 0.08890280659177202, + "TN": 72697925, + "TP": 11356, + "n_pred": 11944, + "n_ref": 127147 + }, + "4": { + "Dice": 0.4789864029666255, + "FN": 16160, + "FP": 7444, + "IoU": 0.31491263713937423, + "TN": 72791206, + "TP": 10850, + "n_pred": 18294, + "n_ref": 27010 + }, + "5": { + "Dice": 0.026949868676487382, + "FN": 8521, + "FP": 0, + "IoU": 0.01365898830883204, + "TN": 72817021, + "TP": 118, + "n_pred": 118, + "n_ref": 8639 + }, + "6": { + "Dice": 0.8752857634017536, + "FN": 133449, + "FP": 172703, + "IoU": 0.778229469246427, + "TN": 71445170, + "TP": 1074338, + "n_pred": 1247041, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.5289994854456299, + "FN": 126307, + "FP": 74156, + "IoU": 0.3596188310008082, + "TN": 72512623, + "TP": 112574, + "n_pred": 186730, + "n_ref": 238881 + }, + "8": { + "Dice": 0.8105206747250316, + "FN": 10552, + "FP": 11723, + "IoU": 0.681407955146817, + "TN": 72755743, + "TP": 47642, + "n_pred": 59365, + "n_ref": 58194 + }, + "9": { + "Dice": 0.5345232503522781, + "FN": 47828, + "FP": 4695, + "IoU": 0.3647435897435897, + "TN": 72742980, + "TP": 30157, + "n_pred": 34852, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6608387515351848, + "FN": 93506, + "FP": 77435, + "IoU": 0.4934721283883891, + "TN": 71472012, + "TP": 166535, + "n_pred": 243970, + "n_ref": 260041 + }, + "10": { + "Dice": 0.602012868446222, + "FN": 38328, + "FP": 34908, + "IoU": 0.4306283333074184, + "TN": 71680862, + "TP": 55390, + "n_pred": 90298, + "n_ref": 93718 + }, + "11": { + "Dice": 0.45488105004101725, + "FN": 2260, + "FP": 398, + "IoU": 0.29439872577647996, + "TN": 71805721, + "TP": 1109, + "n_pred": 1507, + "n_ref": 3369 + }, + "12": { + "Dice": 0.09883802323953521, + "FN": 6156, + "FP": 281, + "IoU": 0.051988217967599414, + "TN": 71802698, + "TP": 353, + "n_pred": 634, + "n_ref": 6509 + }, + "13": { + "Dice": 0.4456987448601863, + "FN": 43252, + "FP": 8109, + "IoU": 0.28675184002221915, + "TN": 71737478, + "TP": 20649, + "n_pred": 28758, + "n_ref": 63901 + }, + "14": { + "Dice": 0.6346439629696916, + "FN": 279387, + "FP": 148, + "IoU": 0.4648193919807627, + "TN": 71287169, + "TP": 242784, + "n_pred": 242932, + "n_ref": 522171 + }, + "15": { + "Dice": 0.0, + "FN": 180663, + "FP": 2174, + "IoU": 0.0, + "TN": 71626651, + "TP": 0, + "n_pred": 2174, + "n_ref": 180663 + }, + "2": { + "Dice": 0.6508618939037905, + "FN": 34696, + "FP": 85654, + "IoU": 0.4824279226587766, + "TN": 71576960, + "TP": 112178, + "n_pred": 197832, + "n_ref": 146874 + }, + "3": { + "Dice": 0.3683127572016461, + "FN": 135770, + "FP": 33080, + "IoU": 0.2257250945775536, + "TN": 71591413, + "TP": 49225, + "n_pred": 82305, + "n_ref": 184995 + }, + "4": { + "Dice": 0.5775348882599786, + "FN": 8057, + "FP": 601, + "IoU": 0.4060098792535675, + "TN": 71794912, + "TP": 5918, + "n_pred": 6519, + "n_ref": 13975 + }, + "5": { + "Dice": 0.3042050460552663, + "FN": 8444, + "FP": 243, + "IoU": 0.17938787077271867, + "TN": 71798902, + "TP": 1899, + "n_pred": 2142, + "n_ref": 10343 + }, + "6": { + "Dice": 0.8628209062160385, + "FN": 85483, + "FP": 284234, + "IoU": 0.7587379252154586, + "TN": 70277059, + "TP": 1162712, + "n_pred": 1446946, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7319565096446539, + "FN": 50949, + "FP": 83953, + "IoU": 0.5772329696984891, + "TN": 71490395, + "TP": 184191, + "n_pred": 268144, + "n_ref": 235140 + }, + "8": { + "Dice": 0.7998294441429569, + "FN": 9016, + "FP": 27132, + "IoU": 0.6664298171952716, + "TN": 71701121, + "TP": 72219, + "n_pred": 99351, + "n_ref": 81235 + }, + "9": { + "Dice": 0.377973034388729, + "FN": 65701, + "FP": 8207, + "IoU": 0.23302512375081721, + "TN": 71713125, + "TP": 22455, + "n_pred": 30662, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8541457442636748, + "FN": 35587, + "FP": 25411, + "IoU": 0.7454226748189728, + "TN": 135205905, + "TP": 178607, + "n_pred": 204018, + "n_ref": 214194 + }, + "10": { + "Dice": 0.15526470431112774, + "FN": 77869, + "FP": 1194, + "IoU": 0.08416638672983585, + "TN": 135359181, + "TP": 7266, + "n_pred": 8460, + "n_ref": 85135 + }, + "11": { + "Dice": 0.12595614482406936, + "FN": 3300, + "FP": 128, + "IoU": 0.06721088435374149, + "TN": 135441835, + "TP": 247, + "n_pred": 375, + "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": 0.39025099331330554, + "FN": 28492, + "FP": 9260, + "IoU": 0.24242971524893142, + "TN": 135395677, + "TP": 12081, + "n_pred": 21341, + "n_ref": 40573 + }, + "14": { + "Dice": 0.870134807782135, + "FN": 22862, + "FP": 13003, + "IoU": 0.7701226781525209, + "TN": 135289492, + "TP": 120153, + "n_pred": 133156, + "n_ref": 143015 + }, + "15": { + "Dice": 0.5851851851851851, + "FN": 25861, + "FP": 10203, + "IoU": 0.41361256544502617, + "TN": 135384008, + "TP": 25438, + "n_pred": 35641, + "n_ref": 51299 + }, + "2": { + "Dice": 0.27890108157311905, + "FN": 170627, + "FP": 30587, + "IoU": 0.16204825799788444, + "TN": 135205384, + "TP": 38912, + "n_pred": 69499, + "n_ref": 209539 + }, + "3": { + "Dice": 0.6320930005592946, + "FN": 58471, + "FP": 137555, + "IoU": 0.46208770100433566, + "TN": 135081090, + "TP": 168394, + "n_pred": 305949, + "n_ref": 226865 + }, + "4": { + "Dice": 0.1775425940866594, + "FN": 33100, + "FP": 1560, + "IoU": 0.09741933803807193, + "TN": 135407109, + "TP": 3741, + "n_pred": 5301, + "n_ref": 36841 + }, + "5": { + "Dice": 0.11902626946962903, + "FN": 26252, + "FP": 275, + "IoU": 0.06327907058865073, + "TN": 135417191, + "TP": 1792, + "n_pred": 2067, + "n_ref": 28044 + }, + "6": { + "Dice": 0.8753440215019015, + "FN": 337835, + "FP": 39416, + "IoU": 0.7783215829883052, + "TN": 133743716, + "TP": 1324543, + "n_pred": 1363959, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.2058808679934971, + "FN": 158192, + "FP": 156384, + "IoU": 0.11475317570647861, + "TN": 135090156, + "TP": 40778, + "n_pred": 197162, + "n_ref": 198970 + }, + "8": { + "Dice": 0.6400892362847576, + "FN": 134119, + "FP": 40762, + "IoU": 0.4706847341483273, + "TN": 135115119, + "TP": 155510, + "n_pred": 196272, + "n_ref": 289629 + }, + "9": { + "Dice": 0.1426303059396983, + "FN": 90309, + "FP": 2563, + "IoU": 0.07679155442011193, + "TN": 135344913, + "TP": 7725, + "n_pred": 10288, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5945896250208101, + "FN": 136568, + "FP": 26589, + "IoU": 0.42307189103368775, + "TN": 105471202, + "TP": 119646, + "n_pred": 146235, + "n_ref": 256214 + }, + "10": { + "Dice": 0.19310646910447535, + "FN": 47700, + "FP": 59144, + "IoU": 0.10687207951249279, + "TN": 105634376, + "TP": 12785, + "n_pred": 71929, + "n_ref": 60485 + }, + "11": { + "Dice": 0.5076566125290023, + "FN": 1375, + "FP": 747, + "IoU": 0.3401741293532338, + "TN": 105750789, + "TP": 1094, + "n_pred": 1841, + "n_ref": 2469 + }, + "12": { + "Dice": 0.29775687409551377, + "FN": 3581, + "FP": 301, + "IoU": 0.17492029755579172, + "TN": 105749300, + "TP": 823, + "n_pred": 1124, + "n_ref": 4404 + }, + "13": { + "Dice": 0.3981180045267107, + "FN": 55221, + "FP": 22429, + "IoU": 0.24853141845138438, + "TN": 105650674, + "TP": 25681, + "n_pred": 48110, + "n_ref": 80902 + }, + "14": { + "Dice": 0.8131129768673364, + "FN": 60396, + "FP": 2353, + "IoU": 0.6850803497043974, + "TN": 105554751, + "TP": 136505, + "n_pred": 138858, + "n_ref": 196901 + }, + "15": { + "Dice": 0.7519473644407472, + "FN": 8046, + "FP": 5074, + "IoU": 0.6024965157850087, + "TN": 105720999, + "TP": 19886, + "n_pred": 24960, + "n_ref": 27932 + }, + "2": { + "Dice": 0.6149915145968003, + "FN": 40008, + "FP": 101329, + "IoU": 0.4440344742131784, + "TN": 105499786, + "TP": 112882, + "n_pred": 214211, + "n_ref": 152890 + }, + "3": { + "Dice": 0.6548901910342527, + "FN": 68359, + "FP": 40304, + "IoU": 0.48686745622485406, + "TN": 105542241, + "TP": 103101, + "n_pred": 143405, + "n_ref": 171460 + }, + "4": { + "Dice": 0.07808742396378554, + "FN": 38922, + "FP": 6697, + "IoU": 0.04063006035624908, + "TN": 105706454, + "TP": 1932, + "n_pred": 8629, + "n_ref": 40854 + }, + "5": { + "Dice": 0.04398625429553265, + "FN": 12077, + "FP": 442, + "IoU": 0.022487702037947997, + "TN": 105741198, + "TP": 288, + "n_pred": 730, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8252199575081731, + "FN": 218716, + "FP": 339536, + "IoU": 0.7024463539215378, + "TN": 103877866, + "TP": 1317887, + "n_pred": 1657423, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.5705251232840197, + "FN": 97156, + "FP": 160632, + "IoU": 0.3991151803903835, + "TN": 105324991, + "TP": 171226, + "n_pred": 331858, + "n_ref": 268382 + }, + "8": { + "Dice": 0.7816129158819837, + "FN": 8981, + "FP": 35549, + "IoU": 0.6415144464928311, + "TN": 105629788, + "TP": 79687, + "n_pred": 115236, + "n_ref": 88668 + }, + "9": { + "Dice": 0.650601616381084, + "FN": 35281, + "FP": 7173, + "IoU": 0.48214198585020734, + "TN": 105672025, + "TP": 39526, + "n_pred": 46699, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7204825742283898, + "FN": 22316, + "FP": 156872, + "IoU": 0.5630893020420603, + "TN": 96727755, + "TP": 230937, + "n_pred": 387809, + "n_ref": 253253 + }, + "10": { + "Dice": 0.7232495581364548, + "FN": 33393, + "FP": 27204, + "IoU": 0.5664768418492181, + "TN": 96998102, + "TP": 79181, + "n_pred": 106385, + "n_ref": 112574 + }, + "11": { + "Dice": 0.6324673175575045, + "FN": 1650, + "FP": 571, + "IoU": 0.46248789932236206, + "TN": 97133748, + "TP": 1911, + "n_pred": 2482, + "n_ref": 3561 + }, + "12": { + "Dice": 0.6031653840569189, + "FN": 2441, + "FP": 292, + "IoU": 0.4318087318087318, + "TN": 97133070, + "TP": 2077, + "n_pred": 2369, + "n_ref": 4518 + }, + "13": { + "Dice": 0.6140858864357343, + "FN": 21054, + "FP": 15198, + "IoU": 0.44309086719410096, + "TN": 97072785, + "TP": 28843, + "n_pred": 44041, + "n_ref": 49897 + }, + "14": { + "Dice": 0.6229608242347161, + "FN": 142992, + "FP": 4048, + "IoU": 0.4523915043219509, + "TN": 96869367, + "TP": 121473, + "n_pred": 125521, + "n_ref": 264465 + }, + "15": { + "Dice": 0.46254115889880854, + "FN": 15559, + "FP": 274, + "IoU": 0.30084783184668373, + "TN": 97115234, + "TP": 6813, + "n_pred": 7087, + "n_ref": 22372 + }, + "2": { + "Dice": 0.31123551567291663, + "FN": 107759, + "FP": 26101, + "IoU": 0.18429776239457904, + "TN": 96973776, + "TP": 30244, + "n_pred": 56345, + "n_ref": 138003 + }, + "3": { + "Dice": 0.6719945181838947, + "FN": 26070, + "FP": 103174, + "IoU": 0.5060178797341355, + "TN": 96876243, + "TP": 132393, + "n_pred": 235567, + "n_ref": 158463 + }, + "4": { + "Dice": 0.0, + "FN": 27496, + "FP": 0, + "IoU": 0.0, + "TN": 97110384, + "TP": 0, + "n_pred": 0, + "n_ref": 27496 + }, + "5": { + "Dice": 0.1518199730374365, + "FN": 13169, + "FP": 3189, + "IoU": 0.082145662664123, + "TN": 97120058, + "TP": 1464, + "n_pred": 4653, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8149969143901977, + "FN": 254978, + "FP": 310414, + "IoU": 0.6877593183403405, + "TN": 95327123, + "TP": 1245365, + "n_pred": 1555779, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.5745879666953163, + "FN": 124891, + "FP": 66658, + "IoU": 0.403103070038765, + "TN": 96816972, + "TP": 129359, + "n_pred": 196017, + "n_ref": 254250 + }, + "8": { + "Dice": 0.8376225752579969, + "FN": 10690, + "FP": 34814, + "IoU": 0.7206115306686314, + "TN": 96975010, + "TP": 117366, + "n_pred": 152180, + "n_ref": 128056 + }, + "9": { + "Dice": 0.5647471696839832, + "FN": 35108, + "FP": 16486, + "IoU": 0.39348270754472997, + "TN": 97052814, + "TP": 33472, + "n_pred": 49958, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7741486049646321, + "FN": 11261, + "FP": 83408, + "IoU": 0.6315191287458596, + "TN": 130509875, + "TP": 162248, + "n_pred": 245656, + "n_ref": 173509 + }, + "10": { + "Dice": 0.004886238348200862, + "FN": 77053, + "FP": 2373, + "IoU": 0.0024491026236796824, + "TN": 130687171, + "TP": 195, + "n_pred": 2568, + "n_ref": 77248 + }, + "11": { + "Dice": 0.6820609034492712, + "FN": 1686, + "FP": 517, + "IoU": 0.5175208059570741, + "TN": 130762226, + "TP": 2363, + "n_pred": 2880, + "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": 0.0656531446777552, + "FN": 58750, + "FP": 15738, + "IoU": 0.033940730173140525, + "TN": 130689687, + "TP": 2617, + "n_pred": 18355, + "n_ref": 61367 + }, + "14": { + "Dice": 0.6832963001083752, + "FN": 46569, + "FP": 58049, + "IoU": 0.5189446191763689, + "TN": 130549316, + "TP": 112858, + "n_pred": 170907, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8747169413871189, + "FN": 3875, + "FP": 3262, + "IoU": 0.7773305877948334, + "TN": 130734740, + "TP": 24915, + "n_pred": 28177, + "n_ref": 28790 + }, + "2": { + "Dice": 0.5166864021412406, + "FN": 92589, + "FP": 45369, + "IoU": 0.34833254605573927, + "TN": 130555092, + "TP": 73742, + "n_pred": 119111, + "n_ref": 166331 + }, + "3": { + "Dice": 0.6189397844038206, + "FN": 53170, + "FP": 85824, + "IoU": 0.4481627791563275, + "TN": 130514917, + "TP": 112881, + "n_pred": 198705, + "n_ref": 166051 + }, + "4": { + "Dice": 0.0, + "FN": 29936, + "FP": 485, + "IoU": 0.0, + "TN": 130736371, + "TP": 0, + "n_pred": 485, + "n_ref": 29936 + }, + "5": { + "Dice": 0.3892417432089115, + "FN": 23342, + "FP": 1660, + "IoU": 0.24165124814219419, + "TN": 130733823, + "TP": 7967, + "n_pred": 9627, + "n_ref": 31309 + }, + "6": { + "Dice": 0.7841289351696753, + "FN": 318954, + "FP": 241642, + "IoU": 0.6449112556840891, + "TN": 129188043, + "TP": 1018153, + "n_pred": 1259795, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.46860969184400125, + "FN": 291241, + "FP": 58730, + "IoU": 0.3060027801849358, + "TN": 130262509, + "TP": 154312, + "n_pred": 213042, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8440255370913066, + "FN": 31780, + "FP": 41562, + "IoU": 0.7301420266391935, + "TN": 130495012, + "TP": 198438, + "n_pred": 240000, + "n_ref": 230218 + }, + "9": { + "Dice": 0.18416764091118432, + "FN": 91632, + "FP": 482, + "IoU": 0.10142326189384554, + "TN": 130664281, + "TP": 10397, + "n_pred": 10879, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5257443646453333, + "FN": 57218, + "FP": 201902, + "IoU": 0.3566168254929906, + "TN": 71833262, + "TP": 143626, + "n_pred": 345528, + "n_ref": 200844 + }, + "10": { + "Dice": 0.3170884443953291, + "FN": 41143, + "FP": 51552, + "IoU": 0.18841658276058312, + "TN": 72121793, + "TP": 21520, + "n_pred": 73072, + "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": 3, + "IoU": 0.0, + "TN": 72231934, + "TP": 0, + "n_pred": 3, + "n_ref": 4071 + }, + "13": { + "Dice": 0.38246355930617665, + "FN": 49998, + "FP": 16008, + "IoU": 0.2364481873076834, + "TN": 72149562, + "TP": 20440, + "n_pred": 36448, + "n_ref": 70438 + }, + "14": { + "Dice": 0.3746981237228311, + "FN": 33505, + "FP": 101135, + "IoU": 0.2305406332152246, + "TN": 72061028, + "TP": 40340, + "n_pred": 141475, + "n_ref": 73845 + }, + "15": { + "Dice": 0.7627094112964504, + "FN": 7237, + "FP": 5879, + "IoU": 0.6164351513379149, + "TN": 72201813, + "TP": 21079, + "n_pred": 26958, + "n_ref": 28316 + }, + "2": { + "Dice": 0.10070285275530093, + "FN": 111950, + "FP": 162118, + "IoU": 0.053021115153776784, + "TN": 71946595, + "TP": 15345, + "n_pred": 177463, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7545760810063702, + "FN": 29713, + "FP": 60402, + "IoU": 0.6058789055666352, + "TN": 72007360, + "TP": 138533, + "n_pred": 198935, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1076, + "IoU": 0.0, + "TN": 72234932, + "TP": 0, + "n_pred": 1076, + "n_ref": 0 + }, + "5": { + "Dice": 0.7249099512677449, + "FN": 3095, + "FP": 800, + "IoU": 0.5685166722056054, + "TN": 72226981, + "TP": 5132, + "n_pred": 5932, + "n_ref": 8227 + }, + "6": { + "Dice": 0.5603316003754208, + "FN": 549704, + "FP": 960123, + "IoU": 0.3892087931648273, + "TN": 69764088, + "TP": 962093, + "n_pred": 1922216, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.24039351320867458, + "FN": 231842, + "FP": 447013, + "IoU": 0.13661776937810483, + "TN": 71449734, + "TP": 107419, + "n_pred": 554432, + "n_ref": 339261 + }, + "8": { + "Dice": 0.856786247559248, + "FN": 11633, + "FP": 7070, + "IoU": 0.7494541119104073, + "TN": 72161359, + "TP": 55946, + "n_pred": 63016, + "n_ref": 67579 + }, + "9": { + "Dice": 0.28400213346719794, + "FN": 40568, + "FP": 5074, + "IoU": 0.16550261454638535, + "TN": 72181314, + "TP": 9052, + "n_pred": 14126, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.01764416026976805, + "FN": 87506, + "FP": 77963, + "IoU": 0.008900601958611603, + "TN": 52386165, + "TP": 1486, + "n_pred": 79449, + "n_ref": 88992 + }, + "10": { + "Dice": 0.09660094173042967, + "FN": 44558, + "FP": 4558, + "IoU": 0.05075180704263461, + "TN": 52501378, + "TP": 2626, + "n_pred": 7184, + "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": 0.17185545752628198, + "FN": 19073, + "FP": 5426, + "IoU": 0.09400539920860915, + "TN": 52526079, + "TP": 2542, + "n_pred": 7968, + "n_ref": 21615 + }, + "14": { + "Dice": 0.28747737370413035, + "FN": 43608, + "FP": 17012, + "IoU": 0.16786778130104738, + "TN": 52480271, + "TP": 12229, + "n_pred": 29241, + "n_ref": 55837 + }, + "15": { + "Dice": 0.506580303253349, + "FN": 16666, + "FP": 93, + "IoU": 0.33920826433246587, + "TN": 52527758, + "TP": 8603, + "n_pred": 8696, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5719312061782339, + "FN": 45022, + "FP": 89782, + "IoU": 0.40049275542787005, + "TN": 52328262, + "TP": 90054, + "n_pred": 179836, + "n_ref": 135076 + }, + "3": { + "Dice": 0.0, + "FN": 143093, + "FP": 0, + "IoU": 0.0, + "TN": 52410027, + "TP": 0, + "n_pred": 0, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 8984, + "IoU": 0.0, + "TN": 52542256, + "TP": 0, + "n_pred": 8984, + "n_ref": 1880 + }, + "5": { + "Dice": 0.5636980830670927, + "FN": 3459, + "FP": 911, + "IoU": 0.3924648964270819, + "TN": 52545927, + "TP": 2823, + "n_pred": 3734, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8045200892506502, + "FN": 132638, + "FP": 178463, + "IoU": 0.6729683050435883, + "TN": 51601833, + "TP": 640186, + "n_pred": 818649, + "n_ref": 772824 + }, + "7": { + "Dice": 0.19275470970174446, + "FN": 171081, + "FP": 13046, + "IoU": 0.10665663965843482, + "TN": 52347010, + "TP": 21983, + "n_pred": 35029, + "n_ref": 193064 + }, + "8": { + "Dice": 0.6070174230424902, + "FN": 24274, + "FP": 21378, + "IoU": 0.435768137436658, + "TN": 52472210, + "TP": 35258, + "n_pred": 56636, + "n_ref": 59532 + }, + "9": { + "Dice": 0.21190655948838655, + "FN": 68547, + "FP": 2435, + "IoU": 0.11850977957156163, + "TN": 52472595, + "TP": 9543, + "n_pred": 11978, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6892418200727878, + "FN": 55140, + "FP": 159097, + "IoU": 0.5258344602595287, + "TN": 143685431, + "TP": 237582, + "n_pred": 396679, + "n_ref": 292722 + }, + "10": { + "Dice": 0.3798482492106131, + "FN": 74099, + "FP": 4855, + "IoU": 0.23445226598405958, + "TN": 144034116, + "TP": 24180, + "n_pred": 29035, + "n_ref": 98279 + }, + "11": { + "Dice": 0.447354298593968, + "FN": 4535, + "FP": 614, + "IoU": 0.28812387667634454, + "TN": 144130017, + "TP": 2084, + "n_pred": 2698, + "n_ref": 6619 + }, + "12": { + "Dice": 0.20216491563196434, + "FN": 5011, + "FP": 1, + "IoU": 0.11244908801133345, + "TN": 144131603, + "TP": 635, + "n_pred": 636, + "n_ref": 5646 + }, + "13": { + "Dice": 0.2730408337351185, + "FN": 85896, + "FP": 12109, + "IoU": 0.15810497379950175, + "TN": 144020840, + "TP": 18405, + "n_pred": 30514, + "n_ref": 104301 + }, + "14": { + "Dice": 0.565965803662845, + "FN": 248129, + "FP": 287, + "IoU": 0.3946668811025905, + "TN": 143726871, + "TP": 161963, + "n_pred": 162250, + "n_ref": 410092 + }, + "15": { + "Dice": 0.5661306606909798, + "FN": 11171, + "FP": 6448, + "IoU": 0.39482723088548466, + "TN": 144108136, + "TP": 11495, + "n_pred": 17943, + "n_ref": 22666 + }, + "2": { + "Dice": 0.4250297000637577, + "FN": 91706, + "FP": 33645, + "IoU": 0.2698652159224613, + "TN": 143965568, + "TP": 46331, + "n_pred": 79976, + "n_ref": 138037 + }, + "3": { + "Dice": 0.6866717123743441, + "FN": 39014, + "FP": 84354, + "IoU": 0.5228484902398366, + "TN": 143878699, + "TP": 135183, + "n_pred": 219537, + "n_ref": 174197 + }, + "4": { + "Dice": 0.028381892880027137, + "FN": 50417, + "FP": 1139, + "IoU": 0.014395228354585253, + "TN": 144084941, + "TP": 753, + "n_pred": 1892, + "n_ref": 51170 + }, + "5": { + "Dice": 0.1861884368308351, + "FN": 28654, + "FP": 1750, + "IoU": 0.10265037483029336, + "TN": 144103368, + "TP": 3478, + "n_pred": 5228, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8119268466038402, + "FN": 176838, + "FP": 370639, + "IoU": 0.6833980250146308, + "TN": 142408022, + "TP": 1181751, + "n_pred": 1552390, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.4603644911603296, + "FN": 146048, + "FP": 95454, + "IoU": 0.2990087514331742, + "TN": 143792735, + "TP": 103013, + "n_pred": 198467, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7956006588385315, + "FN": 49429, + "FP": 42899, + "IoU": 0.6605787894829716, + "TN": 143865234, + "TP": 179688, + "n_pred": 222587, + "n_ref": 229117 + }, + "9": { + "Dice": 0.4763656927426956, + "FN": 62871, + "FP": 6576, + "IoU": 0.3126509362999327, + "TN": 144036214, + "TP": 31589, + "n_pred": 38165, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7564658869803544, + "FN": 33228, + "FP": 83174, + "IoU": 0.6083193690146912, + "TN": 111481734, + "TP": 180784, + "n_pred": 263958, + "n_ref": 214012 + }, + "10": { + "Dice": 0.3323887543579439, + "FN": 36325, + "FP": 2548, + "IoU": 0.19932028836251287, + "TN": 111730370, + "TP": 9677, + "n_pred": 12225, + "n_ref": 46002 + }, + "11": { + "Dice": 0.03469704816157431, + "FN": 3728, + "FP": 0, + "IoU": 0.017654808959156786, + "TN": 111775125, + "TP": 67, + "n_pred": 67, + "n_ref": 3795 + }, + "12": { + "Dice": 0.0, + "FN": 4660, + "FP": 33, + "IoU": 0.0, + "TN": 111774227, + "TP": 0, + "n_pred": 33, + "n_ref": 4660 + }, + "13": { + "Dice": 0.4288170649654863, + "FN": 35735, + "FP": 10107, + "IoU": 0.27292624900872325, + "TN": 111715870, + "TP": 17208, + "n_pred": 27315, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7002363526134976, + "FN": 12280, + "FP": 55954, + "IoU": 0.5387412965591833, + "TN": 111630990, + "TP": 79696, + "n_pred": 135650, + "n_ref": 91976 + }, + "15": { + "Dice": 0.6835257890685142, + "FN": 1853, + "FP": 6369, + "IoU": 0.5192094029588913, + "TN": 111761819, + "TP": 8879, + "n_pred": 15248, + "n_ref": 10732 + }, + "2": { + "Dice": 0.7969766835967156, + "FN": 64065, + "FP": 8406, + "IoU": 0.6624781687353003, + "TN": 111564205, + "TP": 142244, + "n_pred": 150650, + "n_ref": 206309 + }, + "3": { + "Dice": 0.433963749293376, + "FN": 33116, + "FP": 45987, + "IoU": 0.2771096448741615, + "TN": 111669494, + "TP": 30323, + "n_pred": 76310, + "n_ref": 63439 + }, + "4": { + "Dice": 0.42960502905942355, + "FN": 13246, + "FP": 1181, + "IoU": 0.27356495468277947, + "TN": 111759060, + "TP": 5433, + "n_pred": 6614, + "n_ref": 18679 + }, + "5": { + "Dice": 0.06091853151967237, + "FN": 25583, + "FP": 99, + "IoU": 0.031416179521025836, + "TN": 111752405, + "TP": 833, + "n_pred": 932, + "n_ref": 26416 + }, + "6": { + "Dice": 0.8360367793212974, + "FN": 330879, + "FP": 23659, + "IoU": 0.7182673511228366, + "TN": 110520500, + "TP": 903882, + "n_pred": 927541, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.37558671213843625, + "FN": 164054, + "FP": 83120, + "IoU": 0.23121376496056134, + "TN": 111457408, + "TP": 74338, + "n_pred": 157458, + "n_ref": 238392 + }, + "8": { + "Dice": 0.7001742300041758, + "FN": 107055, + "FP": 38702, + "IoU": 0.538667755453429, + "TN": 111462972, + "TP": 170191, + "n_pred": 208893, + "n_ref": 277246 + }, + "9": { + "Dice": 0.3420013503283753, + "FN": 63623, + "FP": 699, + "IoU": 0.20627360003948764, + "TN": 111697882, + "TP": 16716, + "n_pred": 17415, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.045159505416161226, + "FN": 161160, + "FP": 18308, + "IoU": 0.0231013760668873, + "TN": 198904163, + "TP": 4244, + "n_pred": 22552, + "n_ref": 165404 + }, + "10": { + "Dice": 0.5738647034519024, + "FN": 32571, + "FP": 12809, + "IoU": 0.4023914875684787, + "TN": 199011939, + "TP": 30556, + "n_pred": 43365, + "n_ref": 63127 + }, + "11": { + "Dice": 0.6337549299605603, + "FN": 2105, + "FP": 588, + "IoU": 0.46386621540911804, + "TN": 199082852, + "TP": 2330, + "n_pred": 2918, + "n_ref": 4435 + }, + "12": { + "Dice": 0.15231237884242593, + "FN": 3060, + "FP": 1, + "IoU": 0.08243405275779377, + "TN": 199084539, + "TP": 275, + "n_pred": 276, + "n_ref": 3335 + }, + "13": { + "Dice": 0.00412977950774927, + "FN": 35507, + "FP": 6452, + "IoU": 0.0020691623460019977, + "TN": 199045829, + "TP": 87, + "n_pred": 6539, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5352173960338957, + "FN": 22347, + "FP": 20380, + "IoU": 0.36539032794676807, + "TN": 199020547, + "TP": 24601, + "n_pred": 44981, + "n_ref": 46948 + }, + "15": { + "Dice": 0.24324255793904356, + "FN": 119380, + "FP": 0, + "IoU": 0.13846109435214987, + "TN": 198949309, + "TP": 19186, + "n_pred": 19186, + "n_ref": 138566 + }, + "2": { + "Dice": 0.6361443902439025, + "FN": 7319, + "FP": 132538, + "IoU": 0.46643089319232706, + "TN": 198825759, + "TP": 122259, + "n_pred": 254797, + "n_ref": 129578 + }, + "3": { + "Dice": 0.008232442077874068, + "FN": 138252, + "FP": 1253, + "IoU": 0.004133234345107221, + "TN": 198947791, + "TP": 579, + "n_pred": 1832, + "n_ref": 138831 + }, + "4": { + "Dice": 0.1437985063698931, + "FN": 15647, + "FP": 1894, + "IoU": 0.07746923319659199, + "TN": 199068861, + "TP": 1473, + "n_pred": 3367, + "n_ref": 17120 + }, + "5": { + "Dice": 0.16852274251979069, + "FN": 18184, + "FP": 407, + "IoU": 0.09201465201465202, + "TN": 199067400, + "TP": 1884, + "n_pred": 2291, + "n_ref": 20068 + }, + "6": { + "Dice": 0.6979883758397885, + "FN": 144488, + "FP": 729993, + "IoU": 0.5360845962415935, + "TN": 197202874, + "TP": 1010520, + "n_pred": 1740513, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.4137868288170804, + "FN": 101600, + "FP": 53036, + "IoU": 0.26086457755769266, + "TN": 198878663, + "TP": 54576, + "n_pred": 107612, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8080894234192643, + "FN": 15084, + "FP": 33967, + "IoU": 0.6779782303278581, + "TN": 198935553, + "TP": 103271, + "n_pred": 137238, + "n_ref": 118355 + }, + "9": { + "Dice": 0.5029884289700183, + "FN": 67254, + "FP": 4177, + "IoU": 0.33599501747601696, + "TN": 198980299, + "TP": 36145, + "n_pred": 40322, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7306450136930656, + "FN": 20697, + "FP": 99984, + "IoU": 0.5756033746074505, + "TN": 130790833, + "TP": 163678, + "n_pred": 263662, + "n_ref": 184375 + }, + "10": { + "Dice": 0.41967409179249515, + "FN": 40613, + "FP": 75841, + "IoU": 0.26556173610322775, + "TN": 130916630, + "TP": 42108, + "n_pred": 117949, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6151319944423392, + "FN": 1636, + "FP": 1411, + "IoU": 0.4441809558555272, + "TN": 131069710, + "TP": 2435, + "n_pred": 3846, + "n_ref": 4071 + }, + "12": { + "Dice": 0.10034392069593365, + "FN": 4387, + "FP": 60, + "IoU": 0.05282215122470713, + "TN": 131070497, + "TP": 248, + "n_pred": 308, + "n_ref": 4635 + }, + "13": { + "Dice": 0.3319189061763319, + "FN": 65870, + "FP": 31903, + "IoU": 0.1989824759751272, + "TN": 130953131, + "TP": 24288, + "n_pred": 56191, + "n_ref": 90158 + }, + "14": { + "Dice": 0.390288033644677, + "FN": 24689, + "FP": 75055, + "IoU": 0.2424583042197041, + "TN": 130943524, + "TP": 31924, + "n_pred": 106979, + "n_ref": 56613 + }, + "15": { + "Dice": 0.5584844430527485, + "FN": 7960, + "FP": 23060, + "IoU": 0.38742866170343015, + "TN": 131024553, + "TP": 19619, + "n_pred": 42679, + "n_ref": 27579 + }, + "2": { + "Dice": 0.3822463829513219, + "FN": 103863, + "FP": 78412, + "IoU": 0.2362821995407847, + "TN": 130836524, + "TP": 56393, + "n_pred": 134805, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7104575745271281, + "FN": 26474, + "FP": 106871, + "IoU": 0.5509377283702823, + "TN": 130778251, + "TP": 163596, + "n_pred": 270467, + "n_ref": 190070 + }, + "4": { + "Dice": 0.0, + "FN": 73080, + "FP": 131, + "IoU": 0.0, + "TN": 131001981, + "TP": 0, + "n_pred": 131, + "n_ref": 73080 + }, + "5": { + "Dice": 0.14747720364741643, + "FN": 13486, + "FP": 538, + "IoU": 0.07960884688586992, + "TN": 131059955, + "TP": 1213, + "n_pred": 1751, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7950848708210437, + "FN": 195342, + "FP": 460636, + "IoU": 0.6598679455231209, + "TN": 129146594, + "TP": 1272620, + "n_pred": 1733256, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.4289954550855893, + "FN": 441425, + "FP": 452349, + "IoU": 0.27307079185373156, + "TN": 129845672, + "TP": 335746, + "n_pred": 788095, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8121494314296285, + "FN": 19521, + "FP": 30748, + "IoU": 0.683713467769843, + "TN": 130916257, + "TP": 108666, + "n_pred": 139414, + "n_ref": 128187 + }, + "9": { + "Dice": 0.5384262269997322, + "FN": 37393, + "FP": 10871, + "IoU": 0.3683879917292643, + "TN": 130998778, + "TP": 28150, + "n_pred": 39021, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6891551352206906, + "FN": 21781, + "FP": 153008, + "IoU": 0.5257335583617785, + "TN": 101248654, + "TP": 193757, + "n_pred": 346765, + "n_ref": 215538 + }, + "10": { + "Dice": 0.030603609454645648, + "FN": 44268, + "FP": 54244, + "IoU": 0.015539588475721266, + "TN": 101517133, + "TP": 1555, + "n_pred": 55799, + "n_ref": 45823 + }, + "11": { + "Dice": 0.6295065829949551, + "FN": 2401, + "FP": 610, + "IoU": 0.45932842521098943, + "TN": 101611631, + "TP": 2558, + "n_pred": 3168, + "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": 0.47822439908597436, + "FN": 35284, + "FP": 18833, + "IoU": 0.31425421645526314, + "TN": 101538283, + "TP": 24800, + "n_pred": 43633, + "n_ref": 60084 + }, + "14": { + "Dice": 0.856395847304398, + "FN": 11327, + "FP": 5590, + "IoU": 0.7488568883610451, + "TN": 101549840, + "TP": 50443, + "n_pred": 56033, + "n_ref": 61770 + }, + "15": { + "Dice": 0.783703444658157, + "FN": 10856, + "FP": 1514, + "IoU": 0.644335825186889, + "TN": 101582420, + "TP": 22410, + "n_pred": 23924, + "n_ref": 33266 + }, + "2": { + "Dice": 0.35659968596585373, + "FN": 127489, + "FP": 34368, + "IoU": 0.21698893624432178, + "TN": 101410489, + "TP": 44854, + "n_pred": 79222, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6704620904286269, + "FN": 34127, + "FP": 102362, + "IoU": 0.5042820408519045, + "TN": 101341864, + "TP": 138847, + "n_pred": 241209, + "n_ref": 172974 + }, + "4": { + "Dice": 0.014758100310696848, + "FN": 16080, + "FP": 1678, + "IoU": 0.00743390531552177, + "TN": 101599309, + "TP": 133, + "n_pred": 1811, + "n_ref": 16213 + }, + "5": { + "Dice": 0.3224621975163832, + "FN": 24048, + "FP": 2523, + "IoU": 0.19222350580653005, + "TN": 101584306, + "TP": 6323, + "n_pred": 8846, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8149357027675231, + "FN": 339003, + "FP": 203607, + "IoU": 0.6876721412253088, + "TN": 99879891, + "TP": 1194699, + "n_pred": 1398306, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.7043850391762169, + "FN": 143165, + "FP": 95772, + "IoU": 0.5436684975668635, + "TN": 101093596, + "TP": 284667, + "n_pred": 380439, + "n_ref": 427832 + }, + "8": { + "Dice": 0.8138798835893135, + "FN": 62611, + "FP": 14836, + "IoU": 0.6861698678985331, + "TN": 101370420, + "TP": 169333, + "n_pred": 184169, + "n_ref": 231944 + }, + "9": { + "Dice": 0.4191585875655964, + "FN": 57435, + "FP": 7869, + "IoU": 0.2651490429518269, + "TN": 101528333, + "TP": 23563, + "n_pred": 31432, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6969866277323017, + "FN": 79356, + "FP": 35620, + "IoU": 0.5349036645105963, + "TN": 118935003, + "TP": 132233, + "n_pred": 167853, + "n_ref": 211589 + }, + "10": { + "Dice": 0.640571559738322, + "FN": 24935, + "FP": 37699, + "IoU": 0.4712065311911657, + "TN": 119063765, + "TP": 55813, + "n_pred": 93512, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6083970657093803, + "FN": 2089, + "FP": 420, + "IoU": 0.43719156572454015, + "TN": 119177754, + "TP": 1949, + "n_pred": 2369, + "n_ref": 4038 + }, + "12": { + "Dice": 0.02397773496039392, + "FN": 4079, + "FP": 480, + "IoU": 0.012134344528710726, + "TN": 119177597, + "TP": 56, + "n_pred": 536, + "n_ref": 4135 + }, + "13": { + "Dice": 0.16498071464958883, + "FN": 26274, + "FP": 42570, + "IoU": 0.08990680150703946, + "TN": 119106567, + "TP": 6801, + "n_pred": 49371, + "n_ref": 33075 + }, + "14": { + "Dice": 0.0907239207698543, + "FN": 61502, + "FP": 25994, + "IoU": 0.04751744483513134, + "TN": 119090351, + "TP": 4365, + "n_pred": 30359, + "n_ref": 65867 + }, + "15": { + "Dice": 0.3757518796992481, + "FN": 12724, + "FP": 13844, + "IoU": 0.23133896539752344, + "TN": 119147648, + "TP": 7996, + "n_pred": 21840, + "n_ref": 20720 + }, + "2": { + "Dice": 0.6105560654518107, + "FN": 42479, + "FP": 150161, + "IoU": 0.43942475854583335, + "TN": 118838565, + "TP": 151007, + "n_pred": 301168, + "n_ref": 193486 + }, + "3": { + "Dice": 0.3733590286570085, + "FN": 147016, + "FP": 20769, + "IoU": 0.22952761871524413, + "TN": 118964443, + "TP": 49984, + "n_pred": 70753, + "n_ref": 197000 + }, + "4": { + "Dice": 0.05433236718454642, + "FN": 41828, + "FP": 10701, + "IoU": 0.027924793663718125, + "TN": 119128174, + "TP": 1509, + "n_pred": 12210, + "n_ref": 43337 + }, + "5": { + "Dice": 0.16100215627887873, + "FN": 16154, + "FP": 188, + "IoU": 0.08754885538805136, + "TN": 119164302, + "TP": 1568, + "n_pred": 1756, + "n_ref": 17722 + }, + "6": { + "Dice": 0.8122009045106275, + "FN": 145236, + "FP": 591750, + "IoU": 0.6837864312196679, + "TN": 116851553, + "TP": 1593673, + "n_pred": 2185423, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.5468554188906939, + "FN": 150351, + "FP": 93724, + "IoU": 0.37632553979813466, + "TN": 118790862, + "TP": 147275, + "n_pred": 240999, + "n_ref": 297626 + }, + "8": { + "Dice": 0.8446111756901147, + "FN": 10231, + "FP": 16237, + "IoU": 0.7310189937094135, + "TN": 119083811, + "TP": 71933, + "n_pred": 88170, + "n_ref": 82164 + }, + "9": { + "Dice": 0.5854935194416749, + "FN": 45588, + "FP": 10954, + "IoU": 0.413920704845815, + "TN": 119085737, + "TP": 39933, + "n_pred": 50887, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 79950, + "IoU": 0.0, + "TN": 61252530, + "TP": 0, + "n_pred": 79950, + "n_ref": 0 + }, + "10": { + "Dice": 0.570173732659147, + "FN": 16837, + "FP": 9685, + "IoU": 0.3987713372475234, + "TN": 61288367, + "TP": 17591, + "n_pred": 27276, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7399020807833537, + "FN": 1446, + "FP": 254, + "IoU": 0.587178241864983, + "TN": 61328362, + "TP": 2418, + "n_pred": 2672, + "n_ref": 3864 + }, + "12": { + "Dice": 0.22347588717015468, + "FN": 4236, + "FP": 31, + "IoU": 0.1257938946937103, + "TN": 61327599, + "TP": 614, + "n_pred": 645, + "n_ref": 4850 + }, + "13": { + "Dice": 0.36776617546599005, + "FN": 37622, + "FP": 14206, + "IoU": 0.22531463932318915, + "TN": 61265578, + "TP": 15074, + "n_pred": 29280, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8873954062611767, + "FN": 50994, + "FP": 4733, + "IoU": 0.7975838058327188, + "TN": 61057171, + "TP": 219582, + "n_pred": 224315, + "n_ref": 270576 + }, + "15": { + "Dice": 0.3079559159908505, + "FN": 79716, + "FP": 3485, + "IoU": 0.18200230059087827, + "TN": 61230767, + "TP": 18512, + "n_pred": 21997, + "n_ref": 98228 + }, + "2": { + "Dice": 0.523090714554235, + "FN": 88586, + "FP": 43350, + "IoU": 0.35417931196522623, + "TN": 61128188, + "TP": 72356, + "n_pred": 115706, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7888134020069536, + "FN": 24961, + "FP": 30557, + "IoU": 0.6512732252107386, + "TN": 61173278, + "TP": 103684, + "n_pred": 134241, + "n_ref": 128645 + }, + "4": { + "Dice": 0.41774285948113593, + "FN": 29428, + "FP": 6145, + "IoU": 0.2640170480407167, + "TN": 61284146, + "TP": 12761, + "n_pred": 18906, + "n_ref": 42189 + }, + "5": { + "Dice": 0.3338967136150235, + "FN": 6794, + "FP": 300, + "IoU": 0.2004057709648332, + "TN": 61323608, + "TP": 1778, + "n_pred": 2078, + "n_ref": 8572 + }, + "6": { + "Dice": 0.8262588506454522, + "FN": 110560, + "FP": 350164, + "IoU": 0.7039532107226713, + "TN": 59776226, + "TP": 1095530, + "n_pred": 1445694, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.2799337197106551, + "FN": 149913, + "FP": 129508, + "IoU": 0.16274589120110267, + "TN": 60998745, + "TP": 54314, + "n_pred": 183822, + "n_ref": 204227 + }, + "8": { + "Dice": 0.7126865429219265, + "FN": 27365, + "FP": 16858, + "IoU": 0.5536231591484895, + "TN": 61233409, + "TP": 54848, + "n_pred": 71706, + "n_ref": 82213 + }, + "9": { + "Dice": 0.5922956853525524, + "FN": 32638, + "FP": 9676, + "IoU": 0.42075290896646134, + "TN": 61259430, + "TP": 30736, + "n_pred": 40412, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7896761652785464, + "FN": 30906, + "FP": 46999, + "IoU": 0.6524503133992103, + "TN": 148883345, + "TP": 146250, + "n_pred": 193249, + "n_ref": 177156 + }, + "10": { + "Dice": 0.06965126332981074, + "FN": 69902, + "FP": 7570, + "IoU": 0.03608221768775195, + "TN": 149027128, + "TP": 2900, + "n_pred": 10470, + "n_ref": 72802 + }, + "11": { + "Dice": 0.6234724463915149, + "FN": 1252, + "FP": 381, + "IoU": 0.45293132328308205, + "TN": 149104515, + "TP": 1352, + "n_pred": 1733, + "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": 0.22137612183845526, + "FN": 73378, + "FP": 3923, + "IoU": 0.12446483180428135, + "TN": 149019210, + "TP": 10989, + "n_pred": 14912, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8148661435384748, + "FN": 7809, + "FP": 30931, + "IoU": 0.6875730864456399, + "TN": 148983503, + "TP": 85257, + "n_pred": 116188, + "n_ref": 93066 + }, + "15": { + "Dice": 0.6847465385055498, + "FN": 17099, + "FP": 2186, + "IoU": 0.5206194536279798, + "TN": 149067271, + "TP": 20944, + "n_pred": 23130, + "n_ref": 38043 + }, + "2": { + "Dice": 0.7455563131273091, + "FN": 39454, + "FP": 40781, + "IoU": 0.5943322294410598, + "TN": 148909715, + "TP": 117550, + "n_pred": 158331, + "n_ref": 157004 + }, + "3": { + "Dice": 0.004557149709999564, + "FN": 59877, + "FP": 31429, + "IoU": 0.0022837786155275094, + "TN": 149015985, + "TP": 209, + "n_pred": 31638, + "n_ref": 60086 + }, + "4": { + "Dice": 0.24842746026378085, + "FN": 22160, + "FP": 64, + "IoU": 0.1418311001274279, + "TN": 149081603, + "TP": 3673, + "n_pred": 3737, + "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": 0.7538544767338898, + "FN": 329193, + "FP": 178124, + "IoU": 0.6049489908354041, + "TN": 147823319, + "TP": 776864, + "n_pred": 954988, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.17985195435567397, + "FN": 241081, + "FP": 69482, + "IoU": 0.09881171742379177, + "TN": 148762885, + "TP": 34052, + "n_pred": 103534, + "n_ref": 275133 + }, + "8": { + "Dice": 0.8672107967352196, + "FN": 43235, + "FP": 13675, + "IoU": 0.7655535506834417, + "TN": 148864758, + "TP": 185832, + "n_pred": 199507, + "n_ref": 229067 + }, + "9": { + "Dice": 0.411284219316788, + "FN": 63847, + "FP": 3830, + "IoU": 0.25887841256283056, + "TN": 149016183, + "TP": 23640, + "n_pred": 27470, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.04513782238220302, + "FN": 502025, + "FP": 51331, + "IoU": 0.023090027982027948, + "TN": 100146365, + "TP": 13079, + "n_pred": 64410, + "n_ref": 515104 + }, + "10": { + "Dice": 0.2137420756149676, + "FN": 26367, + "FP": 62683, + "IoU": 0.1196591335982759, + "TN": 100611646, + "TP": 12104, + "n_pred": 74787, + "n_ref": 38471 + }, + "11": { + "Dice": 0.24516129032258063, + "FN": 2683, + "FP": 2231, + "IoU": 0.13970588235294118, + "TN": 100707088, + "TP": 798, + "n_pred": 3029, + "n_ref": 3481 + }, + "12": { + "Dice": 0.06736088512853888, + "FN": 5666, + "FP": 66, + "IoU": 0.034854352584610206, + "TN": 100706861, + "TP": 207, + "n_pred": 273, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 10494, + "IoU": 0.0, + "TN": 100663151, + "TP": 0, + "n_pred": 10494, + "n_ref": 39155 + }, + "14": { + "Dice": 0.4449287192793213, + "FN": 92849, + "FP": 59467, + "IoU": 0.28611467834009807, + "TN": 100499438, + "TP": 61046, + "n_pred": 120513, + "n_ref": 153895 + }, + "15": { + "Dice": 0.4131898417548511, + "FN": 67680, + "FP": 10675, + "IoU": 0.260390217196364, + "TN": 100606859, + "TP": 27586, + "n_pred": 38261, + "n_ref": 95266 + }, + "2": { + "Dice": 0.1785703885615554, + "FN": 196363, + "FP": 142135, + "IoU": 0.09803858872181853, + "TN": 100337509, + "TP": 36793, + "n_pred": 178928, + "n_ref": 233156 + }, + "3": { + "Dice": 0.43741534257547027, + "FN": 149671, + "FP": 41385, + "IoU": 0.2799306523951306, + "TN": 100447470, + "TP": 74274, + "n_pred": 115659, + "n_ref": 223945 + }, + "4": { + "Dice": 0.0, + "FN": 57652, + "FP": 16878, + "IoU": 0.0, + "TN": 100638270, + "TP": 0, + "n_pred": 16878, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0, + "FN": 16473, + "FP": 1, + "IoU": 0.0, + "TN": 100696326, + "TP": 0, + "n_pred": 1, + "n_ref": 16473 + }, + "6": { + "Dice": 0.47803674936749213, + "FN": 1154333, + "FP": 862937, + "IoU": 0.31409217612108986, + "TN": 97771778, + "TP": 923752, + "n_pred": 1786689, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.20400024275422002, + "FN": 137003, + "FP": 138436, + "IoU": 0.11358589661897314, + "TN": 100402066, + "TP": 35295, + "n_pred": 173731, + "n_ref": 172298 + }, + "8": { + "Dice": 0.7055867848719598, + "FN": 30311, + "FP": 32853, + "IoU": 0.5451016542674627, + "TN": 100573947, + "TP": 75689, + "n_pred": 108542, + "n_ref": 106000 + }, + "9": { + "Dice": 0.4982259363796804, + "FN": 61344, + "FP": 20255, + "IoU": 0.3317582507575137, + "TN": 100590690, + "TP": 40511, + "n_pred": 60766, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5899653747944547, + "FN": 33704, + "FP": 27638, + "IoU": 0.4184048847087379, + "TN": 78845228, + "TP": 44130, + "n_pred": 71768, + "n_ref": 77834 + }, + "10": { + "Dice": 0.004100041000410004, + "FN": 38864, + "FP": 0, + "IoU": 0.002054231717337716, + "TN": 78911756, + "TP": 80, + "n_pred": 80, + "n_ref": 38944 + }, + "11": { + "Dice": 0.29127292940522514, + "FN": 1106, + "FP": 169, + "IoU": 0.1704619388418998, + "TN": 78949163, + "TP": 262, + "n_pred": 431, + "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": 0.15249873866414831, + "FN": 53511, + "FP": 12000, + "IoU": 0.08254323926895876, + "TN": 78879295, + "TP": 5894, + "n_pred": 17894, + "n_ref": 59405 + }, + "14": { + "Dice": 0.12791181804709717, + "FN": 18206, + "FP": 105375, + "IoU": 0.06832574409698139, + "TN": 78818056, + "TP": 9063, + "n_pred": 114438, + "n_ref": 27269 + }, + "15": { + "Dice": 0.65939823640235, + "FN": 29544, + "FP": 1009, + "IoU": 0.4918673496540713, + "TN": 78890572, + "TP": 29575, + "n_pred": 30584, + "n_ref": 59119 + }, + "2": { + "Dice": 0.6745138555772849, + "FN": 36141, + "FP": 25606, + "IoU": 0.5088803518735037, + "TN": 78824973, + "TP": 63980, + "n_pred": 89586, + "n_ref": 100121 + }, + "3": { + "Dice": 0.061059353540655205, + "FN": 81885, + "FP": 3983, + "IoU": 0.031491089555605686, + "TN": 78862040, + "TP": 2792, + "n_pred": 6775, + "n_ref": 84677 + }, + "4": { + "Dice": 0.7550369980323144, + "FN": 3506, + "FP": 5333, + "IoU": 0.6064734428565068, + "TN": 78928239, + "TP": 13622, + "n_pred": 18955, + "n_ref": 17128 + }, + "5": { + "Dice": 0.09115516062884484, + "FN": 33131, + "FP": 110, + "IoU": 0.047754096482181735, + "TN": 78915792, + "TP": 1667, + "n_pred": 1777, + "n_ref": 34798 + }, + "6": { + "Dice": 0.765021102371705, + "FN": 225197, + "FP": 70832, + "IoU": 0.6194608700123406, + "TN": 78172780, + "TP": 481891, + "n_pred": 552723, + "n_ref": 707088 + }, + "7": { + "Dice": 0.08956791134809872, + "FN": 685032, + "FP": 48474, + "IoU": 0.04688358821029981, + "TN": 78181113, + "TP": 36081, + "n_pred": 84555, + "n_ref": 721113 + }, + "8": { + "Dice": 0.6022616662497083, + "FN": 187870, + "FP": 1321, + "IoU": 0.4308829855397694, + "TN": 78618271, + "TP": 143238, + "n_pred": 144559, + "n_ref": 331108 + }, + "9": { + "Dice": 0.323546932175985, + "FN": 45642, + "FP": 2052, + "IoU": 0.192994923857868, + "TN": 78891600, + "TP": 11406, + "n_pred": 13458, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.582317735383239, + "FN": 12813, + "FP": 181408, + "IoU": 0.410753347147681, + "TN": 104674831, + "TP": 135388, + "n_pred": 316796, + "n_ref": 148201 + }, + "10": { + "Dice": 0.5560835863653658, + "FN": 49965, + "FP": 9538, + "IoU": 0.385121729425867, + "TN": 104907668, + "TP": 37269, + "n_pred": 46807, + "n_ref": 87234 + }, + "11": { + "Dice": 0.6775147928994083, + "FN": 2041, + "FP": 139, + "IoU": 0.5123042505592841, + "TN": 104999970, + "TP": 2290, + "n_pred": 2429, + "n_ref": 4331 + }, + "12": { + "Dice": 0.3395904436860068, + "FN": 3838, + "FP": 32, + "IoU": 0.20452209660842754, + "TN": 104999575, + "TP": 995, + "n_pred": 1027, + "n_ref": 4833 + }, + "13": { + "Dice": 0.21286681262176874, + "FN": 67220, + "FP": 11158, + "IoU": 0.1191107714439849, + "TN": 104915464, + "TP": 10598, + "n_pred": 21756, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8135848445595855, + "FN": 19835, + "FP": 3191, + "IoU": 0.6857505493155732, + "TN": 104931167, + "TP": 50247, + "n_pred": 53438, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8441438954825651, + "FN": 6010, + "FP": 766, + "IoU": 0.7303191912759691, + "TN": 104979314, + "TP": 18350, + "n_pred": 19116, + "n_ref": 24360 + }, + "2": { + "Dice": 0.6089014428582334, + "FN": 75038, + "FP": 47914, + "IoU": 0.43771265503237844, + "TN": 104785776, + "TP": 95712, + "n_pred": 143626, + "n_ref": 170750 + }, + "3": { + "Dice": 0.6324221737892012, + "FN": 54740, + "FP": 60113, + "IoU": 0.4624396225708616, + "TN": 104790784, + "TP": 98803, + "n_pred": 158916, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4961, + "IoU": 0.0, + "TN": 104999479, + "TP": 0, + "n_pred": 4961, + "n_ref": 0 + }, + "5": { + "Dice": 0.3294860726132594, + "FN": 22829, + "FP": 6683, + "IoU": 0.19723635176672197, + "TN": 104967677, + "TP": 7251, + "n_pred": 13934, + "n_ref": 30080 + }, + "6": { + "Dice": 0.7609708542465428, + "FN": 218777, + "FP": 420184, + "IoU": 0.6141670329988841, + "TN": 103348384, + "TP": 1017095, + "n_pred": 1437279, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.5336754942444887, + "FN": 107186, + "FP": 107604, + "IoU": 0.3639545626835971, + "TN": 104666744, + "TP": 122906, + "n_pred": 230510, + "n_ref": 230092 + }, + "8": { + "Dice": 0.7452207377741623, + "FN": 127998, + "FP": 34862, + "IoU": 0.5939058448035108, + "TN": 104603400, + "TP": 238180, + "n_pred": 273042, + "n_ref": 366178 + }, + "9": { + "Dice": 0.557267724663404, + "FN": 56034, + "FP": 3583, + "IoU": 0.386258583238107, + "TN": 104907303, + "TP": 37520, + "n_pred": 41103, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6006496705017279, + "FN": 189480, + "FP": 114549, + "IoU": 0.4292346654301264, + "TN": 177143619, + "TP": 228640, + "n_pred": 343189, + "n_ref": 418120 + }, + "10": { + "Dice": 0.30957560334920375, + "FN": 56876, + "FP": 10410, + "IoU": 0.1831348411455488, + "TN": 177593917, + "TP": 15085, + "n_pred": 25495, + "n_ref": 71961 + }, + "11": { + "Dice": 0.6248482395791177, + "FN": 2427, + "FP": 354, + "IoU": 0.4543849323131254, + "TN": 177671191, + "TP": 2316, + "n_pred": 2670, + "n_ref": 4743 + }, + "12": { + "Dice": 0.008035201836617562, + "FN": 5177, + "FP": 8, + "IoU": 0.004033807145601229, + "TN": 177671082, + "TP": 21, + "n_pred": 29, + "n_ref": 5198 + }, + "13": { + "Dice": 0.22381524725274726, + "FN": 66655, + "FP": 5673, + "IoU": 0.12600899028469234, + "TN": 177593532, + "TP": 10428, + "n_pred": 16101, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8745803391573924, + "FN": 15027, + "FP": 2531, + "IoU": 0.7771148573169493, + "TN": 177597512, + "TP": 61218, + "n_pred": 63749, + "n_ref": 76245 + }, + "15": { + "Dice": 0.8169244337370131, + "FN": 4180, + "FP": 4331, + "IoU": 0.690509090909091, + "TN": 177648788, + "TP": 18989, + "n_pred": 23320, + "n_ref": 23169 + }, + "2": { + "Dice": 0.5159895258341469, + "FN": 129535, + "FP": 29612, + "IoU": 0.34769938273122986, + "TN": 177432310, + "TP": 84831, + "n_pred": 114443, + "n_ref": 214366 + }, + "3": { + "Dice": 0.6639388848717338, + "FN": 55083, + "FP": 98752, + "IoU": 0.49693751083234955, + "TN": 177370491, + "TP": 151962, + "n_pred": 250714, + "n_ref": 207045 + }, + "4": { + "Dice": 0.0, + "FN": 34433, + "FP": 995, + "IoU": 0.0, + "TN": 177640860, + "TP": 0, + "n_pred": 995, + "n_ref": 34433 + }, + "5": { + "Dice": 0.5639774287021504, + "FN": 18238, + "FP": 1775, + "IoU": 0.3927357689039932, + "TN": 177643332, + "TP": 12943, + "n_pred": 14718, + "n_ref": 31181 + }, + "6": { + "Dice": 0.7179284780313957, + "FN": 494954, + "FP": 534910, + "IoU": 0.5599753724574006, + "TN": 175335819, + "TP": 1310605, + "n_pred": 1845515, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.6310243845863899, + "FN": 150553, + "FP": 103959, + "IoU": 0.46094640217220945, + "TN": 177204142, + "TP": 217634, + "n_pred": 321593, + "n_ref": 368187 + }, + "8": { + "Dice": 0.7602202960559757, + "FN": 27452, + "FP": 81044, + "IoU": 0.6131898220607582, + "TN": 177395799, + "TP": 171993, + "n_pred": 253037, + "n_ref": 199445 + }, + "9": { + "Dice": 0.41373901070997304, + "FN": 98563, + "FP": 5333, + "IoU": 0.2608265685807181, + "TN": 177535731, + "TP": 36661, + "n_pred": 41994, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7401380387473155, + "FN": 58164, + "FP": 32348, + "IoU": 0.5874755024839342, + "TN": 193786125, + "TP": 128898, + "n_pred": 161246, + "n_ref": 187062 + }, + "10": { + "Dice": 0.36365675053260765, + "FN": 65965, + "FP": 7812, + "IoU": 0.22223744966159945, + "TN": 193910677, + "TP": 21081, + "n_pred": 28893, + "n_ref": 87046 + }, + "11": { + "Dice": 0.29319925906324423, + "FN": 2558, + "FP": 113, + "IoU": 0.1717829457364341, + "TN": 194002310, + "TP": 554, + "n_pred": 667, + "n_ref": 3112 + }, + "12": { + "Dice": 0.0, + "FN": 3950, + "FP": 19, + "IoU": 0.0, + "TN": 194001566, + "TP": 0, + "n_pred": 19, + "n_ref": 3950 + }, + "13": { + "Dice": 0.35362101044797484, + "FN": 47111, + "FP": 25149, + "IoU": 0.2147871253776107, + "TN": 193913509, + "TP": 19766, + "n_pred": 44915, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7545064330866271, + "FN": 6733, + "FP": 38278, + "IoU": 0.6057891049220528, + "TN": 193891355, + "TP": 69169, + "n_pred": 107447, + "n_ref": 75902 + }, + "15": { + "Dice": 0.702851554457484, + "FN": 7311, + "FP": 4235, + "IoU": 0.5418435776358081, + "TN": 193980334, + "TP": 13655, + "n_pred": 17890, + "n_ref": 20966 + }, + "2": { + "Dice": 0.682866458685385, + "FN": 12820, + "FP": 104286, + "IoU": 0.5184489174907991, + "TN": 193762350, + "TP": 126079, + "n_pred": 230365, + "n_ref": 138899 + }, + "3": { + "Dice": 0.04034464691156779, + "FN": 131783, + "FP": 89, + "IoU": 0.020587623659427824, + "TN": 193870891, + "TP": 2772, + "n_pred": 2861, + "n_ref": 134555 + }, + "4": { + "Dice": 0.4875616120614671, + "FN": 12621, + "FP": 5053, + "IoU": 0.3223679165708151, + "TN": 193979453, + "TP": 8408, + "n_pred": 13461, + "n_ref": 21029 + }, + "5": { + "Dice": 0.0845752221569102, + "FN": 26047, + "FP": 428, + "IoU": 0.044154812621849955, + "TN": 193977837, + "TP": 1223, + "n_pred": 1651, + "n_ref": 27270 + }, + "6": { + "Dice": 0.7633678878480666, + "FN": 261868, + "FP": 434559, + "IoU": 0.6172958637793151, + "TN": 192185782, + "TP": 1123326, + "n_pred": 1557885, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.4711455514520555, + "FN": 210282, + "FP": 40459, + "IoU": 0.3081690032033684, + "TN": 193643104, + "TP": 111690, + "n_pred": 152149, + "n_ref": 321972 + }, + "8": { + "Dice": 0.8818856685633002, + "FN": 43013, + "FP": 10129, + "IoU": 0.7887258429378486, + "TN": 193754004, + "TP": 198389, + "n_pred": 208518, + "n_ref": 241402 + }, + "9": { + "Dice": 0.4083952364108006, + "FN": 72440, + "FP": 2821, + "IoU": 0.2565933740295146, + "TN": 193904297, + "TP": 25977, + "n_pred": 28798, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8077093143578686, + "FN": 25859, + "FP": 16324, + "IoU": 0.6774432813109339, + "TN": 99525023, + "TP": 88594, + "n_pred": 104918, + "n_ref": 114453 + }, + "10": { + "Dice": 0.5388011530689447, + "FN": 43555, + "FP": 4602, + "IoU": 0.36873910364806584, + "TN": 99579513, + "TP": 28130, + "n_pred": 32732, + "n_ref": 71685 + }, + "11": { + "Dice": 0.2760084925690021, + "FN": 3057, + "FP": 12, + "IoU": 0.16009852216748768, + "TN": 99652146, + "TP": 585, + "n_pred": 597, + "n_ref": 3642 + }, + "12": { + "Dice": 0.0, + "FN": 3568, + "FP": 212, + "IoU": 0.0, + "TN": 99652020, + "TP": 0, + "n_pred": 212, + "n_ref": 3568 + }, + "13": { + "Dice": 0.18064411454530704, + "FN": 39864, + "FP": 10637, + "IoU": 0.0992901476778198, + "TN": 99599732, + "TP": 5567, + "n_pred": 16204, + "n_ref": 45431 + }, + "14": { + "Dice": 0.38398796590339296, + "FN": 31166, + "FP": 42546, + "IoU": 0.23761454605630597, + "TN": 99559114, + "TP": 22974, + "n_pred": 65520, + "n_ref": 54140 + }, + "15": { + "Dice": 0.4954646306447403, + "FN": 22762, + "FP": 8164, + "IoU": 0.3293140465398712, + "TN": 99609689, + "TP": 15185, + "n_pred": 23349, + "n_ref": 37947 + }, + "2": { + "Dice": 0.7052343015997632, + "FN": 32558, + "FP": 36151, + "IoU": 0.5446810202580465, + "TN": 99504897, + "TP": 82194, + "n_pred": 118345, + "n_ref": 114752 + }, + "3": { + "Dice": 0.7682243076344731, + "FN": 40023, + "FP": 10534, + "IoU": 0.6236722419478499, + "TN": 99521457, + "TP": 83786, + "n_pred": 94320, + "n_ref": 123809 + }, + "4": { + "Dice": 0.4664729993234908, + "FN": 13045, + "FP": 362, + "IoU": 0.30418310151546607, + "TN": 99636532, + "TP": 5861, + "n_pred": 6223, + "n_ref": 18906 + }, + "5": { + "Dice": 0.2803071859572134, + "FN": 5433, + "FP": 2439, + "IoU": 0.16299840510366825, + "TN": 99646395, + "TP": 1533, + "n_pred": 3972, + "n_ref": 6966 + }, + "6": { + "Dice": 0.8860174205334082, + "FN": 208017, + "FP": 86863, + "IoU": 0.7953602119681797, + "TN": 98214829, + "TP": 1146091, + "n_pred": 1232954, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.47458419864920776, + "FN": 48256, + "FP": 214609, + "IoU": 0.31111792484970463, + "TN": 99274218, + "TP": 118717, + "n_pred": 333326, + "n_ref": 166973 + }, + "8": { + "Dice": 0.7544799167058389, + "FN": 15052, + "FP": 40835, + "IoU": 0.605754918628357, + "TN": 99514043, + "TP": 85870, + "n_pred": 126705, + "n_ref": 100922 + }, + "9": { + "Dice": 0.27274692414389423, + "FN": 80393, + "FP": 351, + "IoU": 0.15790791051780778, + "TN": 99559915, + "TP": 15141, + "n_pred": 15492, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5143635817278721, + "FN": 286873, + "FP": 15340, + "IoU": 0.34622440282266614, + "TN": 62621262, + "TP": 160045, + "n_pred": 175385, + "n_ref": 446918 + }, + "10": { + "Dice": 0.393403460874453, + "FN": 51248, + "FP": 9186, + "IoU": 0.24486761379965263, + "TN": 63003489, + "TP": 19597, + "n_pred": 28783, + "n_ref": 70845 + }, + "11": { + "Dice": 0.703483432455395, + "FN": 1475, + "FP": 270, + "IoU": 0.5425950196592398, + "TN": 63079705, + "TP": 2070, + "n_pred": 2340, + "n_ref": 3545 + }, + "12": { + "Dice": 0.30417354397547747, + "FN": 2857, + "FP": 94, + "IoU": 0.17936596218020023, + "TN": 63079924, + "TP": 645, + "n_pred": 739, + "n_ref": 3502 + }, + "13": { + "Dice": 0.16142837835808568, + "FN": 40280, + "FP": 15563, + "IoU": 0.08780097356986508, + "TN": 63022302, + "TP": 5375, + "n_pred": 20938, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 12370, + "IoU": 0.0, + "TN": 63071150, + "TP": 0, + "n_pred": 12370, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6282020526851534, + "FN": 27080, + "FP": 87610, + "IoU": 0.45794065657759164, + "TN": 62871938, + "TP": 96892, + "n_pred": 184502, + "n_ref": 123972 + }, + "3": { + "Dice": 0.31401849866105475, + "FN": 100208, + "FP": 19421, + "IoU": 0.18625263587511054, + "TN": 62936510, + "TP": 27381, + "n_pred": 46802, + "n_ref": 127589 + }, + "4": { + "Dice": 0.07361897638636607, + "FN": 17340, + "FP": 0, + "IoU": 0.03821620722169838, + "TN": 63065491, + "TP": 689, + "n_pred": 689, + "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": 0.7196128740530384, + "FN": 289390, + "FP": 365416, + "IoU": 0.5620275770273931, + "TN": 61588435, + "TP": 840279, + "n_pred": 1205695, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.3552295432674001, + "FN": 105348, + "FP": 80912, + "IoU": 0.21597514827271236, + "TN": 62845951, + "TP": 51309, + "n_pred": 132221, + "n_ref": 156657 + }, + "8": { + "Dice": 0.8802098107423498, + "FN": 23522, + "FP": 549, + "IoU": 0.7860488680704312, + "TN": 62971013, + "TP": 88436, + "n_pred": 88985, + "n_ref": 111958 + }, + "9": { + "Dice": 0.43784859902268874, + "FN": 29583, + "FP": 4584, + "IoU": 0.2802856360457523, + "TN": 63036047, + "TP": 13306, + "n_pred": 17890, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7302616377662083, + "FN": 42268, + "FP": 157357, + "IoU": 0.5751276479364559, + "TN": 109138971, + "TP": 270222, + "n_pred": 427579, + "n_ref": 312490 + }, + "10": { + "Dice": 0.4214291815089657, + "FN": 45988, + "FP": 69169, + "IoU": 0.2669688154452345, + "TN": 109451721, + "TP": 41940, + "n_pred": 111109, + "n_ref": 87928 + }, + "11": { + "Dice": 0.43848101265822786, + "FN": 3167, + "FP": 160, + "IoU": 0.2808041504539559, + "TN": 109604192, + "TP": 1299, + "n_pred": 1459, + "n_ref": 4466 + }, + "12": { + "Dice": 0.28554868624420404, + "FN": 3342, + "FP": 356, + "IoU": 0.16655397791300428, + "TN": 109604381, + "TP": 739, + "n_pred": 1095, + "n_ref": 4081 + }, + "13": { + "Dice": 0.3878167836843865, + "FN": 51780, + "FP": 39772, + "IoU": 0.24055379051189954, + "TN": 109488267, + "TP": 28999, + "n_pred": 68771, + "n_ref": 80779 + }, + "14": { + "Dice": 0.29890197688547604, + "FN": 69980, + "FP": 56381, + "IoU": 0.17571120113244226, + "TN": 109455521, + "TP": 26936, + "n_pred": 83317, + "n_ref": 96916 + }, + "15": { + "Dice": 0.4795916932637825, + "FN": 69431, + "FP": 4595, + "IoU": 0.3154361174816897, + "TN": 109500682, + "TP": 34110, + "n_pred": 38705, + "n_ref": 103541 + }, + "2": { + "Dice": 0.39646556940020944, + "FN": 149517, + "FP": 46992, + "IoU": 0.2472448123561116, + "TN": 109347765, + "TP": 64544, + "n_pred": 111536, + "n_ref": 214061 + }, + "3": { + "Dice": 0.6821618781832381, + "FN": 52216, + "FP": 128071, + "IoU": 0.5176370806778717, + "TN": 109235060, + "TP": 193471, + "n_pred": 321542, + "n_ref": 245687 + }, + "4": { + "Dice": 0.050936454849498325, + "FN": 48767, + "FP": 7987, + "IoU": 0.02613380922147674, + "TN": 109550541, + "TP": 1523, + "n_pred": 9510, + "n_ref": 50290 + }, + "5": { + "Dice": 0.44119508798582097, + "FN": 7067, + "FP": 1761, + "IoU": 0.2830341915049135, + "TN": 109596505, + "TP": 3485, + "n_pred": 5246, + "n_ref": 10552 + }, + "6": { + "Dice": 0.6643519778894179, + "FN": 384158, + "FP": 491206, + "IoU": 0.49740048792167074, + "TN": 107867145, + "TP": 866309, + "n_pred": 1357515, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.46171350444728004, + "FN": 805557, + "FP": 109424, + "IoU": 0.30014792808889756, + "TN": 108301426, + "TP": 392411, + "n_pred": 501835, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8454489414275576, + "FN": 7814, + "FP": 22021, + "IoU": 0.7322750563088326, + "TN": 109497379, + "TP": 81604, + "n_pred": 103625, + "n_ref": 89418 + }, + "9": { + "Dice": 0.6053762429032966, + "FN": 26251, + "FP": 11492, + "IoU": 0.434078538977104, + "TN": 109542125, + "TP": 28950, + "n_pred": 40442, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8106547982565484, + "FN": 10326, + "FP": 12307, + "IoU": 0.6815975690390107, + "TN": 66996269, + "TP": 48450, + "n_pred": 60757, + "n_ref": 58776 + }, + "10": { + "Dice": 0.33243056241968966, + "FN": 61980, + "FP": 5558, + "IoU": 0.19935035682955166, + "TN": 66982998, + "TP": 16816, + "n_pred": 22374, + "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": 0.00481637567730283, + "FN": 3303, + "FP": 3, + "IoU": 0.0024140012070006035, + "TN": 67064038, + "TP": 8, + "n_pred": 11, + "n_ref": 3311 + }, + "13": { + "Dice": 0.1777295793092159, + "FN": 33868, + "FP": 6318, + "IoU": 0.09753194547373621, + "TN": 67022823, + "TP": 4343, + "n_pred": 10661, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7520199861937478, + "FN": 18283, + "FP": 19436, + "IoU": 0.6025897673634525, + "TN": 66972440, + "TP": 57193, + "n_pred": 76629, + "n_ref": 75476 + }, + "15": { + "Dice": 0.6105547515677762, + "FN": 15541, + "FP": 4642, + "IoU": 0.43942339740028885, + "TN": 67031348, + "TP": 15821, + "n_pred": 20463, + "n_ref": 31362 + }, + "2": { + "Dice": 0.5765437006347882, + "FN": 29283, + "FP": 142224, + "IoU": 0.40503083999972245, + "TN": 66779090, + "TP": 116755, + "n_pred": 258979, + "n_ref": 146038 + }, + "3": { + "Dice": 0.000580447837831804, + "FN": 160318, + "FP": 18750, + "IoU": 0.00029030817329164804, + "TN": 66888232, + "TP": 52, + "n_pred": 18802, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 3110, + "IoU": 0.0, + "TN": 67051203, + "TP": 0, + "n_pred": 3110, + "n_ref": 13039 + }, + "5": { + "Dice": 0.0, + "FN": 8921, + "FP": 65, + "IoU": 0.0, + "TN": 67058366, + "TP": 0, + "n_pred": 65, + "n_ref": 8921 + }, + "6": { + "Dice": 0.8170640185342865, + "FN": 254611, + "FP": 114927, + "IoU": 0.6907085686259248, + "TN": 65872563, + "TP": 825251, + "n_pred": 940178, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.29068748080936635, + "FN": 286287, + "FP": 32505, + "IoU": 0.1700610494253023, + "TN": 66683237, + "TP": 65323, + "n_pred": 97828, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8119373549241312, + "FN": 12433, + "FP": 21514, + "IoU": 0.6834129145372477, + "TN": 66960124, + "TP": 73281, + "n_pred": 94795, + "n_ref": 85714 + }, + "9": { + "Dice": 0.4254541784416633, + "FN": 56267, + "FP": 659, + "IoU": 0.2702075561196364, + "TN": 66989349, + "TP": 21077, + "n_pred": 21736, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.32304797216040526, + "FN": 139789, + "FP": 29646, + "IoU": 0.1926399603550888, + "TN": 74309417, + "TP": 40428, + "n_pred": 70074, + "n_ref": 180217 + }, + "10": { + "Dice": 0.4861218756055028, + "FN": 36078, + "FP": 6356, + "IoU": 0.32111031117510597, + "TN": 74456775, + "TP": 20071, + "n_pred": 26427, + "n_ref": 56149 + }, + "11": { + "Dice": 0.28324946081955427, + "FN": 2796, + "FP": 195, + "IoU": 0.16499162479061977, + "TN": 74515698, + "TP": 591, + "n_pred": 786, + "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": 0.09437187808852206, + "FN": 39357, + "FP": 28451, + "IoU": 0.04952271484840414, + "TN": 74447939, + "TP": 3533, + "n_pred": 31984, + "n_ref": 42890 + }, + "14": { + "Dice": 0.47380706160437286, + "FN": 7871, + "FP": 45556, + "IoU": 0.3104503039454834, + "TN": 74441799, + "TP": 24054, + "n_pred": 69610, + "n_ref": 31925 + }, + "15": { + "Dice": 0.5087796152301682, + "FN": 16422, + "FP": 10490, + "IoU": 0.34118338270214693, + "TN": 74478431, + "TP": 13937, + "n_pred": 24427, + "n_ref": 30359 + }, + "2": { + "Dice": 0.5315125187843353, + "FN": 11456, + "FP": 216748, + "IoU": 0.36194555662424227, + "TN": 74161624, + "TP": 129452, + "n_pred": 346200, + "n_ref": 140908 + }, + "3": { + "Dice": 0.02124316735864273, + "FN": 153863, + "FP": 9976, + "IoU": 0.010735612889981101, + "TN": 74353663, + "TP": 1778, + "n_pred": 11754, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 14836, + "IoU": 0.0, + "TN": 74491166, + "TP": 0, + "n_pred": 14836, + "n_ref": 13278 + }, + "5": { + "Dice": 0.047459519821328865, + "FN": 9899, + "FP": 337, + "IoU": 0.024306548470117244, + "TN": 74508789, + "TP": 255, + "n_pred": 592, + "n_ref": 10154 + }, + "6": { + "Dice": 0.8915428714308178, + "FN": 222482, + "FP": 114116, + "IoU": 0.8043097459092878, + "TN": 72799225, + "TP": 1383457, + "n_pred": 1497573, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.5839335513512429, + "FN": 79876, + "FP": 44552, + "IoU": 0.41236310055113984, + "TN": 74307537, + "TP": 87315, + "n_pred": 131867, + "n_ref": 167191 + }, + "8": { + "Dice": 0.8908041949875039, + "FN": 7172, + "FP": 6853, + "IoU": 0.803108153638814, + "TN": 74448048, + "TP": 57207, + "n_pred": 64060, + "n_ref": 64379 + }, + "9": { + "Dice": 0.3965258855585831, + "FN": 69574, + "FP": 1298, + "IoU": 0.2472917286205871, + "TN": 74425124, + "TP": 23284, + "n_pred": 24582, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8759259259259259, + "FN": 19935, + "FP": 54569, + "IoU": 0.7792421746293245, + "TN": 65713688, + "TP": 262988, + "n_pred": 317557, + "n_ref": 282923 + }, + "10": { + "Dice": 0.23552843384232017, + "FN": 70584, + "FP": 13475, + "IoU": 0.13348383638462807, + "TN": 65954172, + "TP": 12949, + "n_pred": 26424, + "n_ref": 83533 + }, + "11": { + "Dice": 0.8125910813174002, + "FN": 849, + "FP": 437, + "IoU": 0.6843397152675503, + "TN": 66047106, + "TP": 2788, + "n_pred": 3225, + "n_ref": 3637 + }, + "12": { + "Dice": 0.2340057636887608, + "FN": 2620, + "FP": 38, + "IoU": 0.1325065274151436, + "TN": 66048116, + "TP": 406, + "n_pred": 444, + "n_ref": 3026 + }, + "13": { + "Dice": 0.3926747263752772, + "FN": 33903, + "FP": 8546, + "IoU": 0.2443032115644805, + "TN": 65995008, + "TP": 13723, + "n_pred": 22269, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8559362097765452, + "FN": 4353, + "FP": 13931, + "IoU": 0.7481542699724518, + "TN": 65978580, + "TP": 54316, + "n_pred": 68247, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8480491121091014, + "FN": 4013, + "FP": 3363, + "IoU": 0.73618512822347, + "TN": 66023221, + "TP": 20583, + "n_pred": 23946, + "n_ref": 24596 + }, + "2": { + "Dice": 0.5618950496268099, + "FN": 80034, + "FP": 19634, + "IoU": 0.39071908450144577, + "TN": 65887597, + "TP": 63915, + "n_pred": 83549, + "n_ref": 143949 + }, + "3": { + "Dice": 0.6744173844876594, + "FN": 47567, + "FP": 57926, + "IoU": 0.5087705410401717, + "TN": 65836427, + "TP": 109260, + "n_pred": 167186, + "n_ref": 156827 + }, + "4": { + "Dice": 0.017117466376405332, + "FN": 29241, + "FP": 3718, + "IoU": 0.008632617457739277, + "TN": 66017934, + "TP": 287, + "n_pred": 4005, + "n_ref": 29528 + }, + "5": { + "Dice": 0.46972054942824276, + "FN": 6508, + "FP": 1329, + "IoU": 0.3069508312698974, + "TN": 66039872, + "TP": 3471, + "n_pred": 4800, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8157662102510318, + "FN": 181880, + "FP": 198254, + "IoU": 0.6888557118640877, + "TN": 64829451, + "TP": 841595, + "n_pred": 1039849, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.5084764451710505, + "FN": 630677, + "FP": 37971, + "IoU": 0.3409107710869263, + "TN": 65036677, + "TP": 345855, + "n_pred": 383826, + "n_ref": 976532 + }, + "8": { + "Dice": 0.7594640808640506, + "FN": 11122, + "FP": 33330, + "IoU": 0.6122064417070873, + "TN": 65936552, + "TP": 70176, + "n_pred": 103506, + "n_ref": 81298 + }, + "9": { + "Dice": 0.35648043429088444, + "FN": 54325, + "FP": 2575, + "IoU": 0.21690063308560417, + "TN": 65978520, + "TP": 15760, + "n_pred": 18335, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9248965743403461, + "FN": 6987, + "FP": 16831, + "IoU": 0.8602861383060472, + "TN": 113302063, + "TP": 146659, + "n_pred": 163490, + "n_ref": 153646 + }, + "10": { + "Dice": 0.35823172241647433, + "FN": 62483, + "FP": 2308, + "IoU": 0.21819871129666724, + "TN": 113389666, + "TP": 18083, + "n_pred": 20391, + "n_ref": 80566 + }, + "11": { + "Dice": 0.1402805611222445, + "FN": 2985, + "FP": 18, + "IoU": 0.07543103448275862, + "TN": 113469292, + "TP": 245, + "n_pred": 263, + "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": 0.40353539122287724, + "FN": 52541, + "FP": 19398, + "IoU": 0.2527681409310925, + "TN": 113376266, + "TP": 24335, + "n_pred": 43733, + "n_ref": 76876 + }, + "14": { + "Dice": 0.7850541537797433, + "FN": 92642, + "FP": 971, + "IoU": 0.646163906170861, + "TN": 113207974, + "TP": 170953, + "n_pred": 171924, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7840374488004681, + "FN": 5134, + "FP": 4093, + "IoU": 0.6447874961502926, + "TN": 113446564, + "TP": 16749, + "n_pred": 20842, + "n_ref": 21883 + }, + "2": { + "Dice": 0.649535544885147, + "FN": 38214, + "FP": 57692, + "IoU": 0.48097196666305875, + "TN": 113287760, + "TP": 88874, + "n_pred": 146566, + "n_ref": 127088 + }, + "3": { + "Dice": 0.5372068902401822, + "FN": 67470, + "FP": 23554, + "IoU": 0.3672473480056168, + "TN": 113328686, + "TP": 52830, + "n_pred": 76384, + "n_ref": 120300 + }, + "4": { + "Dice": 0.3273731383821466, + "FN": 23860, + "FP": 5858, + "IoU": 0.19572395128552098, + "TN": 113435590, + "TP": 7232, + "n_pred": 13090, + "n_ref": 31092 + }, + "5": { + "Dice": 0.18114662828277342, + "FN": 29491, + "FP": 660, + "IoU": 0.09959386012064743, + "TN": 113439054, + "TP": 3335, + "n_pred": 3995, + "n_ref": 32826 + }, + "6": { + "Dice": 0.8522118267757579, + "FN": 268952, + "FP": 34415, + "IoU": 0.7424817981717104, + "TN": 112294499, + "TP": 874674, + "n_pred": 909089, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.1942753625428544, + "FN": 186602, + "FP": 74033, + "IoU": 0.10758858715935588, + "TN": 113180483, + "TP": 31422, + "n_pred": 105455, + "n_ref": 218024 + }, + "8": { + "Dice": 0.7786002128499169, + "FN": 51794, + "FP": 40781, + "IoU": 0.6374654892208885, + "TN": 113217185, + "TP": 162780, + "n_pred": 203561, + "n_ref": 214574 + }, + "9": { + "Dice": 0.0828350538499352, + "FN": 101605, + "FP": 1012, + "IoU": 0.04320705634446299, + "TN": 113365289, + "TP": 4634, + "n_pred": 5646, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.37420723707040426, + "FN": 70574, + "FP": 118779, + "IoU": 0.23016908772314984, + "TN": 74950761, + "TP": 56614, + "n_pred": 175393, + "n_ref": 127188 + }, + "10": { + "Dice": 0.5768335824142563, + "FN": 54317, + "FP": 12790, + "IoU": 0.40531702778147016, + "TN": 75083883, + "TP": 45738, + "n_pred": 58528, + "n_ref": 100055 + }, + "11": { + "Dice": 0.5267857142857143, + "FN": 2246, + "FP": 86, + "IoU": 0.3575757575757576, + "TN": 75193098, + "TP": 1298, + "n_pred": 1384, + "n_ref": 3544 + }, + "12": { + "Dice": 0.0038560411311053984, + "FN": 3100, + "FP": 0, + "IoU": 0.0019317450096587251, + "TN": 75193622, + "TP": 6, + "n_pred": 6, + "n_ref": 3106 + }, + "13": { + "Dice": 0.15024680087270026, + "FN": 50405, + "FP": 4512, + "IoU": 0.08122532289366259, + "TN": 75136956, + "TP": 4855, + "n_pred": 9367, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9153455471016049, + "FN": 15819, + "FP": 5866, + "IoU": 0.8439052129972214, + "TN": 75057806, + "TP": 117237, + "n_pred": 123103, + "n_ref": 133056 + }, + "15": { + "Dice": 0.13099657736602116, + "FN": 67937, + "FP": 10010, + "IoU": 0.07008899811505333, + "TN": 75112906, + "TP": 5875, + "n_pred": 15885, + "n_ref": 73812 + }, + "2": { + "Dice": 0.6238058188966583, + "FN": 18429, + "FP": 135814, + "IoU": 0.45328328477347, + "TN": 74914602, + "TP": 127883, + "n_pred": 263697, + "n_ref": 146312 + }, + "3": { + "Dice": 0.1268285886778433, + "FN": 136591, + "FP": 13825, + "IoU": 0.06770794595264658, + "TN": 75035388, + "TP": 10924, + "n_pred": 24749, + "n_ref": 147515 + }, + "4": { + "Dice": 0.07539592331590513, + "FN": 23968, + "FP": 436, + "IoU": 0.03917477066026222, + "TN": 75171329, + "TP": 995, + "n_pred": 1431, + "n_ref": 24963 + }, + "5": { + "Dice": 0.05303699962116429, + "FN": 7491, + "FP": 8, + "IoU": 0.027240887274614087, + "TN": 75189019, + "TP": 210, + "n_pred": 218, + "n_ref": 7701 + }, + "6": { + "Dice": 0.860580454935562, + "FN": 93867, + "FP": 282852, + "IoU": 0.7552797024268117, + "TN": 73657342, + "TP": 1162667, + "n_pred": 1445519, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.6052503276170614, + "FN": 44432, + "FP": 95639, + "IoU": 0.43394907315732684, + "TN": 74949275, + "TP": 107382, + "n_pred": 203021, + "n_ref": 151814 + }, + "8": { + "Dice": 0.7933653385109897, + "FN": 17727, + "FP": 17180, + "IoU": 0.657502526516155, + "TN": 75094809, + "TP": 67012, + "n_pred": 84192, + "n_ref": 84739 + }, + "9": { + "Dice": 0.3686133634404188, + "FN": 59276, + "FP": 2240, + "IoU": 0.22595095189561235, + "TN": 75117255, + "TP": 17957, + "n_pred": 20197, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9082771615225981, + "FN": 32189, + "FP": 4905, + "IoU": 0.8319668046785109, + "TN": 86707118, + "TP": 183660, + "n_pred": 188565, + "n_ref": 215849 + }, + "10": { + "Dice": 0.46153933845952155, + "FN": 28342, + "FP": 66125, + "IoU": 0.3000007409987181, + "TN": 86792919, + "TP": 40486, + "n_pred": 106611, + "n_ref": 68828 + }, + "11": { + "Dice": 0.41219314809819263, + "FN": 1826, + "FP": 353, + "IoU": 0.25959904858987426, + "TN": 86924929, + "TP": 764, + "n_pred": 1117, + "n_ref": 2590 + }, + "12": { + "Dice": 0.0008085708510208206, + "FN": 4913, + "FP": 30, + "IoU": 0.0004044489383215369, + "TN": 86922927, + "TP": 2, + "n_pred": 32, + "n_ref": 4915 + }, + "13": { + "Dice": 0.3793041767283785, + "FN": 38397, + "FP": 17123, + "IoU": 0.23403785663042878, + "TN": 86855388, + "TP": 16964, + "n_pred": 34087, + "n_ref": 55361 + }, + "14": { + "Dice": 0.6520778918513538, + "FN": 20240, + "FP": 47029, + "IoU": 0.48376526203504033, + "TN": 86797565, + "TP": 63038, + "n_pred": 110067, + "n_ref": 83278 + }, + "15": { + "Dice": 0.47370442177826483, + "FN": 112077, + "FP": 305, + "IoU": 0.31036217921182147, + "TN": 86764914, + "TP": 50576, + "n_pred": 50881, + "n_ref": 162653 + }, + "2": { + "Dice": 0.607125277490734, + "FN": 31096, + "FP": 89425, + "IoU": 0.43587931325007956, + "TN": 86714228, + "TP": 93123, + "n_pred": 182548, + "n_ref": 124219 + }, + "3": { + "Dice": 0.46501463476209637, + "FN": 111409, + "FP": 24213, + "IoU": 0.3029440184206739, + "TN": 86733308, + "TP": 58942, + "n_pred": 83155, + "n_ref": 170351 + }, + "4": { + "Dice": 0.4247257306167604, + "FN": 7308, + "FP": 17652, + "IoU": 0.26962017908351377, + "TN": 86893698, + "TP": 9214, + "n_pred": 26866, + "n_ref": 16522 + }, + "5": { + "Dice": 0.45502092050209203, + "FN": 3733, + "FP": 435, + "IoU": 0.2945159106296547, + "TN": 86921964, + "TP": 1740, + "n_pred": 2175, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8444477721615732, + "FN": 142354, + "FP": 237834, + "IoU": 0.7307742149752895, + "TN": 85515719, + "TP": 1031965, + "n_pred": 1269799, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.4056733625544172, + "FN": 737173, + "FP": 100928, + "IoU": 0.25444808675114644, + "TN": 85803737, + "TP": 286034, + "n_pred": 386962, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.8402589937787395, + "FN": 4685, + "FP": 14213, + "IoU": 0.7245229661375199, + "TN": 86859271, + "TP": 49703, + "n_pred": 63916, + "n_ref": 54388 + }, + "9": { + "Dice": 0.570457541635926, + "FN": 27177, + "FP": 8338, + "IoU": 0.39904903719246, + "TN": 86868774, + "TP": 23583, + "n_pred": 31921, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6184584607850054, + "FN": 13957, + "FP": 77972, + "IoU": 0.4476582449604951, + "TN": 37583165, + "TP": 74506, + "n_pred": 152478, + "n_ref": 88463 + }, + "10": { + "Dice": 0.005555471228427013, + "FN": 59061, + "FP": 6454, + "IoU": 0.0027854729215501233, + "TN": 37683902, + "TP": 183, + "n_pred": 6637, + "n_ref": 59244 + }, + "11": { + "Dice": 0.4188263330354483, + "FN": 1885, + "FP": 66, + "IoU": 0.2648831951770912, + "TN": 37746946, + "TP": 703, + "n_pred": 769, + "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": 0.14284265400920912, + "FN": 41364, + "FP": 893, + "IoU": 0.07691467517147975, + "TN": 37703822, + "TP": 3521, + "n_pred": 4414, + "n_ref": 44885 + }, + "14": { + "Dice": 0.2848717508396992, + "FN": 23136, + "FP": 364151, + "IoU": 0.1660935565484201, + "TN": 37285175, + "TP": 77138, + "n_pred": 441289, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 9851, + "IoU": 0.0, + "TN": 37739749, + "TP": 0, + "n_pred": 9851, + "n_ref": 0 + }, + "2": { + "Dice": 0.520912029947252, + "FN": 39004, + "FP": 73620, + "IoU": 0.35218461680049695, + "TN": 37575748, + "TP": 61228, + "n_pred": 134848, + "n_ref": 100232 + }, + "3": { + "Dice": 0.10229510544595223, + "FN": 82985, + "FP": 17303, + "IoU": 0.05390464330861682, + "TN": 37643598, + "TP": 5714, + "n_pred": 23017, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 7403, + "IoU": 0.0, + "TN": 37730503, + "TP": 0, + "n_pred": 7403, + "n_ref": 11694 + }, + "5": { + "Dice": 0.2532462295346399, + "FN": 8479, + "FP": 780, + "IoU": 0.14498106935081725, + "TN": 37738771, + "TP": 1570, + "n_pred": 2350, + "n_ref": 10049 + }, + "6": { + "Dice": 0.5808567567892078, + "FN": 428071, + "FP": 25740, + "IoU": 0.4093010057779843, + "TN": 36981339, + "TP": 314450, + "n_pred": 340190, + "n_ref": 742521 + }, + "7": { + "Dice": 0.28534275570697315, + "FN": 260697, + "FP": 163034, + "IoU": 0.16641387464269766, + "TN": 37241277, + "TP": 84592, + "n_pred": 247626, + "n_ref": 345289 + }, + "8": { + "Dice": 0.8085238501818095, + "FN": 10379, + "FP": 21690, + "IoU": 0.6785900416933932, + "TN": 37649824, + "TP": 67707, + "n_pred": 89397, + "n_ref": 78086 + }, + "9": { + "Dice": 0.1566599353133363, + "FN": 50000, + "FP": 1367, + "IoU": 0.08498699633047134, + "TN": 37693462, + "TP": 4771, + "n_pred": 6138, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7100311258988945, + "FN": 32641, + "FP": 102441, + "IoU": 0.550425006489919, + "TN": 75606222, + "TP": 165384, + "n_pred": 267825, + "n_ref": 198025 + }, + "10": { + "Dice": 0.721844740888501, + "FN": 44632, + "FP": 8914, + "IoU": 0.5647551310709206, + "TN": 75783663, + "TP": 69479, + "n_pred": 78393, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6602870813397129, + "FN": 1927, + "FP": 558, + "IoU": 0.4928571428571429, + "TN": 75901788, + "TP": 2415, + "n_pred": 2973, + "n_ref": 4342 + }, + "12": { + "Dice": 0.40836283931883327, + "FN": 3373, + "FP": 136, + "IoU": 0.2565677966101695, + "TN": 75901968, + "TP": 1211, + "n_pred": 1347, + "n_ref": 4584 + }, + "13": { + "Dice": 0.6757095634332612, + "FN": 17789, + "FP": 4971, + "IoU": 0.5102427268032363, + "TN": 75860216, + "TP": 23712, + "n_pred": 28683, + "n_ref": 41501 + }, + "14": { + "Dice": 0.7599497313605373, + "FN": 36904, + "FP": 17917, + "IoU": 0.6128378426096598, + "TN": 75765091, + "TP": 86776, + "n_pred": 104693, + "n_ref": 123680 + }, + "15": { + "Dice": 0.3363539724308593, + "FN": 148667, + "FP": 3661, + "IoU": 0.20217880898758708, + "TN": 75715758, + "TP": 38602, + "n_pred": 42263, + "n_ref": 187269 + }, + "2": { + "Dice": 0.4746615107759544, + "FN": 104088, + "FP": 92086, + "IoU": 0.31118437915863467, + "TN": 75621889, + "TP": 88625, + "n_pred": 180711, + "n_ref": 192713 + }, + "3": { + "Dice": 0.5811582968385385, + "FN": 105793, + "FP": 103849, + "IoU": 0.4096005181857865, + "TN": 75551603, + "TP": 145443, + "n_pred": 249292, + "n_ref": 251236 + }, + "4": { + "Dice": 0.1636444312971454, + "FN": 27411, + "FP": 862, + "IoU": 0.08911369567318535, + "TN": 75875649, + "TP": 2766, + "n_pred": 3628, + "n_ref": 30177 + }, + "5": { + "Dice": 0.647230006466911, + "FN": 3624, + "FP": 2922, + "IoU": 0.47844793243566247, + "TN": 75894137, + "TP": 6005, + "n_pred": 8927, + "n_ref": 9629 + }, + "6": { + "Dice": 0.8236109327982187, + "FN": 302030, + "FP": 299740, + "IoU": 0.7001178060565469, + "TN": 73900000, + "TP": 1404918, + "n_pred": 1704658, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.5631493774318345, + "FN": 121836, + "FP": 113827, + "IoU": 0.3919331408475053, + "TN": 75519127, + "TP": 151898, + "n_pred": 265725, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9112057903712304, + "FN": 9728, + "FP": 6257, + "IoU": 0.8368944124729603, + "TN": 75808684, + "TP": 82019, + "n_pred": 88276, + "n_ref": 91747 + }, + "9": { + "Dice": 0.6585595586503852, + "FN": 38592, + "FP": 2008, + "IoU": 0.49093462396870374, + "TN": 75826934, + "TP": 39154, + "n_pred": 41162, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5745998579129926, + "FN": 26300, + "FP": 75494, + "IoU": 0.40311477524598044, + "TN": 61217208, + "TP": 68748, + "n_pred": 144242, + "n_ref": 95048 + }, + "10": { + "Dice": 0.3451886336685845, + "FN": 58404, + "FP": 16143, + "IoU": 0.20859696802411992, + "TN": 61293554, + "TP": 19649, + "n_pred": 35792, + "n_ref": 78053 + }, + "11": { + "Dice": 0.5684248685880007, + "FN": 1774, + "FP": 607, + "IoU": 0.3970625474803748, + "TN": 61383801, + "TP": 1568, + "n_pred": 2175, + "n_ref": 3342 + }, + "12": { + "Dice": 0.00235640648011782, + "FN": 3365, + "FP": 22, + "IoU": 0.0011795930404010617, + "TN": 61384359, + "TP": 4, + "n_pred": 26, + "n_ref": 3369 + }, + "13": { + "Dice": 0.2820296280657307, + "FN": 31440, + "FP": 9368, + "IoU": 0.16416443069864614, + "TN": 61338927, + "TP": 8015, + "n_pred": 17383, + "n_ref": 39455 + }, + "14": { + "Dice": 0.726371535562369, + "FN": 6522, + "FP": 38636, + "IoU": 0.5703166628606227, + "TN": 61282654, + "TP": 59938, + "n_pred": 98574, + "n_ref": 66460 + }, + "15": { + "Dice": 0.7462604487461505, + "FN": 15591, + "FP": 2865, + "IoU": 0.5952276515483814, + "TN": 61342154, + "TP": 27140, + "n_pred": 30005, + "n_ref": 42731 + }, + "2": { + "Dice": 0.651796512693289, + "FN": 17563, + "FP": 105950, + "IoU": 0.4834555902205642, + "TN": 61148636, + "TP": 115601, + "n_pred": 221551, + "n_ref": 133164 + }, + "3": { + "Dice": 0.13283411336453457, + "FN": 124041, + "FP": 1026, + "IoU": 0.07114210596675727, + "TN": 61253104, + "TP": 9579, + "n_pred": 10605, + "n_ref": 133620 + }, + "4": { + "Dice": 0.5910186199342826, + "FN": 9533, + "FP": 3536, + "IoU": 0.41946517412935325, + "TN": 61365238, + "TP": 9443, + "n_pred": 12979, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0, + "FN": 27695, + "FP": 46, + "IoU": 0.0, + "TN": 61360009, + "TP": 0, + "n_pred": 46, + "n_ref": 27695 + }, + "6": { + "Dice": 0.8362048046590633, + "FN": 210723, + "FP": 96402, + "IoU": 0.7185154295246038, + "TN": 60296660, + "TP": 783965, + "n_pred": 880367, + "n_ref": 994688 + }, + "7": { + "Dice": 0.16242657902651308, + "FN": 157722, + "FP": 73429, + "IoU": 0.08839188528339985, + "TN": 61134186, + "TP": 22413, + "n_pred": 95842, + "n_ref": 180135 + }, + "8": { + "Dice": 0.80151454938844, + "FN": 64794, + "FP": 25108, + "IoU": 0.6687728657694135, + "TN": 61116329, + "TP": 181519, + "n_pred": 206627, + "n_ref": 246313 + }, + "9": { + "Dice": 0.4393779803512266, + "FN": 56774, + "FP": 1774, + "IoU": 0.2815402927930692, + "TN": 61306259, + "TP": 22943, + "n_pred": 24717, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8438825071312929, + "FN": 15851, + "FP": 46924, + "IoU": 0.7299279807948786, + "TN": 39516362, + "TP": 169663, + "n_pred": 216587, + "n_ref": 185514 + }, + "10": { + "Dice": 0.3331349375053142, + "FN": 40078, + "FP": 6980, + "IoU": 0.19985717200571312, + "TN": 39689988, + "TP": 11754, + "n_pred": 18734, + "n_ref": 51832 + }, + "11": { + "Dice": 0.664033107599699, + "FN": 1266, + "FP": 520, + "IoU": 0.49704308645451983, + "TN": 39745249, + "TP": 1765, + "n_pred": 2285, + "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": 0.43598384795215106, + "FN": 29451, + "FP": 7703, + "IoU": 0.2787591722638506, + "TN": 39697286, + "TP": 14360, + "n_pred": 22063, + "n_ref": 43811 + }, + "14": { + "Dice": 0.18544221045798245, + "FN": 23192, + "FP": 65897, + "IoU": 0.10219691625516476, + "TN": 39649570, + "TP": 10141, + "n_pred": 76038, + "n_ref": 33333 + }, + "15": { + "Dice": 0.005876259534796121, + "FN": 51560, + "FP": 1223, + "IoU": 0.0029467878123878425, + "TN": 39695861, + "TP": 156, + "n_pred": 1379, + "n_ref": 51716 + }, + "2": { + "Dice": 0.5543381837989262, + "FN": 46609, + "FP": 67935, + "IoU": 0.38344941921176434, + "TN": 39563018, + "TP": 71238, + "n_pred": 139173, + "n_ref": 117847 + }, + "3": { + "Dice": 0.49654159162016365, + "FN": 78173, + "FP": 35594, + "IoU": 0.33026626400343795, + "TN": 39578931, + "TP": 56102, + "n_pred": 91696, + "n_ref": 134275 + }, + "4": { + "Dice": 0.14471633416458854, + "FN": 21916, + "FP": 34, + "IoU": 0.07800226824043349, + "TN": 39724993, + "TP": 1857, + "n_pred": 1891, + "n_ref": 23773 + }, + "5": { + "Dice": 0.6887192536047498, + "FN": 2870, + "FP": 433, + "IoU": 0.5252263906856404, + "TN": 39741843, + "TP": 3654, + "n_pred": 4087, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9519976325007481, + "FN": 62626, + "FP": 24640, + "IoU": 0.9083926353834574, + "TN": 38796191, + "TP": 865343, + "n_pred": 889983, + "n_ref": 927969 + }, + "7": { + "Dice": 0.4220830664914687, + "FN": 534688, + "FP": 5851, + "IoU": 0.2674938442754133, + "TN": 39010869, + "TP": 197392, + "n_pred": 203243, + "n_ref": 732080 + }, + "8": { + "Dice": 0.8030896542368283, + "FN": 2175, + "FP": 21049, + "IoU": 0.6709689301956562, + "TN": 39678217, + "TP": 47359, + "n_pred": 68408, + "n_ref": 49534 + }, + "9": { + "Dice": 0.4306306960531571, + "FN": 29769, + "FP": 1593, + "IoU": 0.2743972976724816, + "TN": 39705578, + "TP": 11860, + "n_pred": 13453, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3834894462051749, + "FN": 15462, + "FP": 246563, + "IoU": 0.23723287503747972, + "TN": 101053089, + "TP": 81494, + "n_pred": 328057, + "n_ref": 96956 + }, + "10": { + "Dice": 0.2938202088492575, + "FN": 66789, + "FP": 8208, + "IoU": 0.17220940628483758, + "TN": 101306009, + "TP": 15602, + "n_pred": 23810, + "n_ref": 82391 + }, + "11": { + "Dice": 0.35782747603833864, + "FN": 4297, + "FP": 125, + "IoU": 0.2178988326848249, + "TN": 101390954, + "TP": 1232, + "n_pred": 1357, + "n_ref": 5529 + }, + "12": { + "Dice": 0.2269814502529511, + "FN": 4552, + "FP": 32, + "IoU": 0.12801978314628115, + "TN": 101391351, + "TP": 673, + "n_pred": 705, + "n_ref": 5225 + }, + "13": { + "Dice": 0.2862226039477922, + "FN": 40614, + "FP": 5925, + "IoU": 0.16701270807231072, + "TN": 101340738, + "TP": 9331, + "n_pred": 15256, + "n_ref": 49945 + }, + "14": { + "Dice": 0.7798484497534827, + "FN": 57722, + "FP": 8810, + "IoU": 0.6391406457631623, + "TN": 101212237, + "TP": 117839, + "n_pred": 126649, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8799214493367474, + "FN": 4022, + "FP": 2215, + "IoU": 0.7855890542816872, + "TN": 101367519, + "TP": 22852, + "n_pred": 25067, + "n_ref": 26874 + }, + "2": { + "Dice": 0.5150131214582764, + "FN": 103534, + "FP": 43757, + "IoU": 0.3468132472416362, + "TN": 101171112, + "TP": 78205, + "n_pred": 121962, + "n_ref": 181739 + }, + "3": { + "Dice": 0.5482150140609235, + "FN": 65026, + "FP": 103338, + "IoU": 0.37761446727341286, + "TN": 101126094, + "TP": 102150, + "n_pred": 205488, + "n_ref": 167176 + }, + "4": { + "Dice": 0.12382465898556483, + "FN": 9211, + "FP": 4021, + "IoU": 0.06599844709536246, + "TN": 101382441, + "TP": 935, + "n_pred": 4956, + "n_ref": 10146 + }, + "5": { + "Dice": 0.2956424043014204, + "FN": 31148, + "FP": 3960, + "IoU": 0.17346266126753931, + "TN": 101354132, + "TP": 7368, + "n_pred": 11328, + "n_ref": 38516 + }, + "6": { + "Dice": 0.6645053777703961, + "FN": 340177, + "FP": 1164716, + "IoU": 0.49757248491274836, + "TN": 98401364, + "TP": 1490351, + "n_pred": 2655067, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.3975427792972576, + "FN": 328096, + "FP": 74781, + "IoU": 0.24808324001493096, + "TN": 100860808, + "TP": 132923, + "n_pred": 207704, + "n_ref": 461019 + }, + "8": { + "Dice": 0.8042960981029207, + "FN": 64235, + "FP": 28950, + "IoU": 0.6726549079808479, + "TN": 101111939, + "TP": 191484, + "n_pred": 220434, + "n_ref": 255719 + }, + "9": { + "Dice": 0.4462314435116496, + "FN": 60122, + "FP": 5643, + "IoU": 0.2871929938652967, + "TN": 101304346, + "TP": 26497, + "n_pred": 32140, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6074692318574055, + "FN": 109640, + "FP": 29100, + "IoU": 0.43623397468457303, + "TN": 73637409, + "TP": 107355, + "n_pred": 136455, + "n_ref": 216995 + }, + "10": { + "Dice": 0.09979548553249508, + "FN": 67936, + "FP": 74678, + "IoU": 0.052518286727921394, + "TN": 73732985, + "TP": 7905, + "n_pred": 82583, + "n_ref": 75841 + }, + "11": { + "Dice": 0.5071830106183636, + "FN": 3417, + "FP": 2106, + "IoU": 0.3397489539748954, + "TN": 73875139, + "TP": 2842, + "n_pred": 4948, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0, + "FN": 5541, + "FP": 13, + "IoU": 0.0, + "TN": 73877950, + "TP": 0, + "n_pred": 13, + "n_ref": 5541 + }, + "13": { + "Dice": 0.05711240559363458, + "FN": 58131, + "FP": 44491, + "IoU": 0.029395630379267946, + "TN": 73777774, + "TP": 3108, + "n_pred": 47599, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6906011213361406, + "FN": 28161, + "FP": 37232, + "IoU": 0.5274184456617572, + "TN": 73745130, + "TP": 72981, + "n_pred": 110213, + "n_ref": 101142 + }, + "15": { + "Dice": 0.28916066470388835, + "FN": 184215, + "FP": 2418, + "IoU": 0.16901684380189944, + "TN": 73658911, + "TP": 37960, + "n_pred": 40378, + "n_ref": 222175 + }, + "2": { + "Dice": 0.07871643463643808, + "FN": 172787, + "FP": 254707, + "IoU": 0.0409707531233385, + "TN": 73437747, + "TP": 18263, + "n_pred": 272970, + "n_ref": 191050 + }, + "3": { + "Dice": 0.3533233608790568, + "FN": 136630, + "FP": 49695, + "IoU": 0.21456754318666588, + "TN": 73646278, + "TP": 50901, + "n_pred": 100596, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 13424, + "IoU": 0.0, + "TN": 73822192, + "TP": 0, + "n_pred": 13424, + "n_ref": 47888 + }, + "5": { + "Dice": 0.010294023032876536, + "FN": 15048, + "FP": 335, + "IoU": 0.005173640302657958, + "TN": 73868041, + "TP": 80, + "n_pred": 415, + "n_ref": 15128 + }, + "6": { + "Dice": 0.5548587131049696, + "FN": 509303, + "FP": 1403328, + "IoU": 0.3839477275589542, + "TN": 70778847, + "TP": 1192026, + "n_pred": 2595354, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.2838239693125231, + "FN": 108079, + "FP": 217529, + "IoU": 0.16538161834064719, + "TN": 73493376, + "TP": 64520, + "n_pred": 282049, + "n_ref": 172599 + }, + "8": { + "Dice": 0.5918557778441326, + "FN": 31876, + "FP": 33734, + "IoU": 0.42030906247515043, + "TN": 73770323, + "TP": 47571, + "n_pred": 81305, + "n_ref": 79447 + }, + "9": { + "Dice": 0.4628908099132626, + "FN": 58401, + "FP": 15350, + "IoU": 0.30114373975419545, + "TN": 73777973, + "TP": 31780, + "n_pred": 47130, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.710488692648673, + "FN": 43970, + "FP": 72873, + "IoU": 0.550975155160156, + "TN": 69235561, + "TP": 143372, + "n_pred": 216245, + "n_ref": 187342 + }, + "10": { + "Dice": 0.38535357275083304, + "FN": 41452, + "FP": 41556, + "IoU": 0.23866127360610478, + "TN": 69386747, + "TP": 26021, + "n_pred": 67577, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7473233404710921, + "FN": 1018, + "FP": 634, + "IoU": 0.5965811965811966, + "TN": 69491681, + "TP": 2443, + "n_pred": 3077, + "n_ref": 3461 + }, + "12": { + "Dice": 0.0, + "FN": 3152, + "FP": 249, + "IoU": 0.0, + "TN": 69492375, + "TP": 0, + "n_pred": 249, + "n_ref": 3152 + }, + "13": { + "Dice": 0.5178684443694359, + "FN": 47133, + "FP": 10002, + "IoU": 0.34940787975404236, + "TN": 69407956, + "TP": 30685, + "n_pred": 40687, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7597100677865273, + "FN": 53979, + "FP": 7417, + "IoU": 0.6125261908969277, + "TN": 69337324, + "TP": 97056, + "n_pred": 104473, + "n_ref": 151035 + }, + "15": { + "Dice": 0.5508716225589174, + "FN": 58256, + "FP": 22, + "IoU": 0.3801399731966219, + "TN": 69401758, + "TP": 35740, + "n_pred": 35762, + "n_ref": 93996 + }, + "2": { + "Dice": 0.5182418867556768, + "FN": 83679, + "FP": 39904, + "IoU": 0.3497479663674535, + "TN": 69305722, + "TP": 66471, + "n_pred": 106375, + "n_ref": 150150 + }, + "3": { + "Dice": 0.5495231197161239, + "FN": 82284, + "FP": 65740, + "IoU": 0.37885686230901894, + "TN": 69257467, + "TP": 90285, + "n_pred": 156025, + "n_ref": 172569 + }, + "4": { + "Dice": 0.006975371572678006, + "FN": 36989, + "FP": 25, + "IoU": 0.0034998923110058154, + "TN": 69458632, + "TP": 130, + "n_pred": 155, + "n_ref": 37119 + }, + "5": { + "Dice": 0.5603470437017994, + "FN": 10374, + "FP": 3308, + "IoU": 0.38922369537074236, + "TN": 69473375, + "TP": 8719, + "n_pred": 12027, + "n_ref": 19093 + }, + "6": { + "Dice": 0.816229663549428, + "FN": 259332, + "FP": 276668, + "IoU": 0.6895169091640011, + "TN": 67769434, + "TP": 1190342, + "n_pred": 1467010, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.6493036978391902, + "FN": 103038, + "FP": 123758, + "IoU": 0.48071775779681236, + "TN": 69059027, + "TP": 209953, + "n_pred": 333711, + "n_ref": 312991 + }, + "8": { + "Dice": 0.6785721967692672, + "FN": 25590, + "FP": 34184, + "IoU": 0.5135143933783135, + "TN": 69372907, + "TP": 63095, + "n_pred": 97279, + "n_ref": 88685 + }, + "9": { + "Dice": 0.4875188942185875, + "FN": 52470, + "FP": 6185, + "IoU": 0.32233056820019873, + "TN": 69409222, + "TP": 27899, + "n_pred": 34084, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5667184234464318, + "FN": 63168, + "FP": 149747, + "IoU": 0.39539922421185947, + "TN": 50481394, + "TP": 139243, + "n_pred": 288990, + "n_ref": 202411 + }, + "10": { + "Dice": 0.30956744427994076, + "FN": 56499, + "FP": 29774, + "IoU": 0.1831291306076846, + "TN": 50727938, + "TP": 19341, + "n_pred": 49115, + "n_ref": 75840 + }, + "11": { + "Dice": 0.507358552272975, + "FN": 4402, + "FP": 117, + "IoU": 0.33990651475314054, + "TN": 50826706, + "TP": 2327, + "n_pred": 2444, + "n_ref": 6729 + }, + "12": { + "Dice": 0.0008987417615338526, + "FN": 6296, + "FP": 374, + "IoU": 0.0004495729057395474, + "TN": 50826879, + "TP": 3, + "n_pred": 377, + "n_ref": 6299 + }, + "13": { + "Dice": 0.3422921921660723, + "FN": 30554, + "FP": 37501, + "IoU": 0.20648523856163425, + "TN": 50747788, + "TP": 17709, + "n_pred": 55210, + "n_ref": 48263 + }, + "14": { + "Dice": 0.2970262273707437, + "FN": 38891, + "FP": 17181, + "IoU": 0.17441620777996997, + "TN": 50765634, + "TP": 11846, + "n_pred": 29027, + "n_ref": 50737 + }, + "15": { + "Dice": 0.0, + "FN": 34756, + "FP": 4776, + "IoU": 0.0, + "TN": 50794020, + "TP": 0, + "n_pred": 4776, + "n_ref": 34756 + }, + "2": { + "Dice": 0.5814646824355563, + "FN": 95732, + "FP": 71747, + "IoU": 0.40990497397971226, + "TN": 50549735, + "TP": 116338, + "n_pred": 188085, + "n_ref": 212070 + }, + "3": { + "Dice": 0.59380664504561, + "FN": 81926, + "FP": 83900, + "IoU": 0.4222795129513822, + "TN": 50546517, + "TP": 121209, + "n_pred": 205109, + "n_ref": 203135 + }, + "4": { + "Dice": 0.0, + "FN": 17965, + "FP": 2, + "IoU": 0.0, + "TN": 50815585, + "TP": 0, + "n_pred": 2, + "n_ref": 17965 + }, + "5": { + "Dice": 0.5535055350553506, + "FN": 7819, + "FP": 288, + "IoU": 0.3826530612244898, + "TN": 50820420, + "TP": 5025, + "n_pred": 5313, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8394448433180505, + "FN": 340283, + "FP": 369720, + "IoU": 0.7233131820447382, + "TN": 48267463, + "TP": 1856086, + "n_pred": 2225806, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.5445270053094485, + "FN": 69962, + "FP": 195029, + "IoU": 0.37412374348121835, + "TN": 50410160, + "TP": 158401, + "n_pred": 353430, + "n_ref": 228363 + }, + "8": { + "Dice": 0.822330147071442, + "FN": 7088, + "FP": 34324, + "IoU": 0.6982688272324551, + "TN": 50696304, + "TP": 95836, + "n_pred": 130160, + "n_ref": 102924 + }, + "9": { + "Dice": 0.28279247148557507, + "FN": 95097, + "FP": 6456, + "IoU": 0.16468159310378863, + "TN": 50711978, + "TP": 20021, + "n_pred": 26477, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7930145613762466, + "FN": 38443, + "FP": 52133, + "IoU": 0.6570208189756367, + "TN": 76620774, + "TP": 173510, + "n_pred": 225643, + "n_ref": 211953 + }, + "10": { + "Dice": 0.4823919667768106, + "FN": 27440, + "FP": 53076, + "IoU": 0.3178633456178252, + "TN": 76766825, + "TP": 37519, + "n_pred": 90595, + "n_ref": 64959 + }, + "11": { + "Dice": 0.6270962047661077, + "FN": 1453, + "FP": 237, + "IoU": 0.4567663130826101, + "TN": 76881749, + "TP": 1421, + "n_pred": 1658, + "n_ref": 2874 + }, + "12": { + "Dice": 0.35062941357077065, + "FN": 2038, + "FP": 77, + "IoU": 0.2125837676842889, + "TN": 76882174, + "TP": 571, + "n_pred": 648, + "n_ref": 2609 + }, + "13": { + "Dice": 0.31686247860008626, + "FN": 30660, + "FP": 21613, + "IoU": 0.18825703459842227, + "TN": 76820464, + "TP": 12123, + "n_pred": 33736, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8445945139775453, + "FN": 10721, + "FP": 15329, + "IoU": 0.7309940312687169, + "TN": 76788022, + "TP": 70788, + "n_pred": 86117, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6271481294811972, + "FN": 20728, + "FP": 2205, + "IoU": 0.4568214116532449, + "TN": 76842640, + "TP": 19287, + "n_pred": 21492, + "n_ref": 40015 + }, + "2": { + "Dice": 0.5294608314333606, + "FN": 37249, + "FP": 81213, + "IoU": 0.36004537842364, + "TN": 76699750, + "TP": 66648, + "n_pred": 147861, + "n_ref": 103897 + }, + "3": { + "Dice": 0.28387121719853586, + "FN": 75385, + "FP": 35741, + "IoU": 0.1654137032391796, + "TN": 76751709, + "TP": 22025, + "n_pred": 57766, + "n_ref": 97410 + }, + "4": { + "Dice": 0.48725312078766925, + "FN": 16568, + "FP": 930, + "IoU": 0.3220982488764916, + "TN": 76859048, + "TP": 8314, + "n_pred": 9244, + "n_ref": 24882 + }, + "5": { + "Dice": 0.5679857714539795, + "FN": 9368, + "FP": 348, + "IoU": 0.39663416754641995, + "TN": 76868757, + "TP": 6387, + "n_pred": 6735, + "n_ref": 15755 + }, + "6": { + "Dice": 0.8162602126310009, + "FN": 96395, + "FP": 369403, + "IoU": 0.6895605109677316, + "TN": 75384413, + "TP": 1034649, + "n_pred": 1404052, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.44372893483213766, + "FN": 78675, + "FP": 128126, + "IoU": 0.2851231670135024, + "TN": 76595578, + "TP": 82481, + "n_pred": 210607, + "n_ref": 161156 + }, + "8": { + "Dice": 0.8293587644681557, + "FN": 4864, + "FP": 24946, + "IoU": 0.7084653600907562, + "TN": 76782608, + "TP": 72442, + "n_pred": 97388, + "n_ref": 77306 + }, + "9": { + "Dice": 0.5369111714568258, + "FN": 57562, + "FP": 1442, + "IoU": 0.3669710006544432, + "TN": 76791651, + "TP": 34205, + "n_pred": 35647, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1676291978305855, + "FN": 99785, + "FP": 146387, + "IoU": 0.09148213758488338, + "TN": 130728972, + "TP": 24788, + "n_pred": 171175, + "n_ref": 124573 + }, + "10": { + "Dice": 0.5615009759892983, + "FN": 16428, + "FP": 47820, + "IoU": 0.3903381000730668, + "TN": 130894549, + "TP": 41135, + "n_pred": 88955, + "n_ref": 57563 + }, + "11": { + "Dice": 0.6525523406257351, + "FN": 2794, + "FP": 160, + "IoU": 0.48428770949720673, + "TN": 130994204, + "TP": 2774, + "n_pred": 2934, + "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": 0.30663329161451813, + "FN": 60042, + "FP": 23058, + "IoU": 0.18107908351810792, + "TN": 130898457, + "TP": 18375, + "n_pred": 41433, + "n_ref": 78417 + }, + "14": { + "Dice": 0.04992962637819253, + "FN": 921612, + "FP": 11264, + "IoU": 0.025604012580048446, + "TN": 130042543, + "TP": 24513, + "n_pred": 35777, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 15897, + "IoU": 0.0, + "TN": 130958725, + "TP": 0, + "n_pred": 15897, + "n_ref": 25310 + }, + "2": { + "Dice": 0.5608350554959018, + "FN": 114916, + "FP": 47864, + "IoU": 0.3896947724009163, + "TN": 130733213, + "TP": 103939, + "n_pred": 151803, + "n_ref": 218855 + }, + "3": { + "Dice": 0.31834891873160637, + "FN": 219652, + "FP": 51806, + "IoU": 0.1893073552995846, + "TN": 130665085, + "TP": 63389, + "n_pred": 115195, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 21469, + "IoU": 0.0, + "TN": 130976183, + "TP": 0, + "n_pred": 21469, + "n_ref": 2280 + }, + "5": { + "Dice": 0.10146356858258708, + "FN": 22433, + "FP": 344, + "IoU": 0.053443045339317624, + "TN": 130975869, + "TP": 1286, + "n_pred": 1630, + "n_ref": 23719 + }, + "6": { + "Dice": 0.7992790437907951, + "FN": 158164, + "FP": 502223, + "IoU": 0.6656659398318475, + "TN": 129024701, + "TP": 1314844, + "n_pred": 1817067, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.308428058523848, + "FN": 138865, + "FP": 153533, + "IoU": 0.18233221476510067, + "TN": 130642332, + "TP": 65202, + "n_pred": 218735, + "n_ref": 204067 + }, + "8": { + "Dice": 0.8293170682931706, + "FN": 30642, + "FP": 8619, + "IoU": 0.708404509736932, + "TN": 130865290, + "TP": 95381, + "n_pred": 104000, + "n_ref": 126023 + }, + "9": { + "Dice": 0.662509349289454, + "FN": 21788, + "FP": 14310, + "IoU": 0.49533755539711166, + "TN": 130928403, + "TP": 35431, + "n_pred": 49741, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6574066821579941, + "FN": 19648, + "FP": 19717, + "IoU": 0.48965436772370163, + "TN": 74349564, + "TP": 37769, + "n_pred": 57486, + "n_ref": 57417 + }, + "10": { + "Dice": 0.5720037601177949, + "FN": 44395, + "FP": 7054, + "IoU": 0.40056391196448754, + "TN": 74340869, + "TP": 34380, + "n_pred": 41434, + "n_ref": 78775 + }, + "11": { + "Dice": 0.6009297773427942, + "FN": 1160, + "FP": 471, + "IoU": 0.42952081147254284, + "TN": 74423839, + "TP": 1228, + "n_pred": 1699, + "n_ref": 2388 + }, + "12": { + "Dice": 0.015347334410339256, + "FN": 2438, + "FP": 0, + "IoU": 0.007733007733007733, + "TN": 74424241, + "TP": 19, + "n_pred": 19, + "n_ref": 2457 + }, + "13": { + "Dice": 0.27639669370028486, + "FN": 85571, + "FP": 7399, + "IoU": 0.16035980709137873, + "TN": 74315972, + "TP": 17756, + "n_pred": 25155, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8743948776118663, + "FN": 29828, + "FP": 10700, + "IoU": 0.7768220490652276, + "TN": 74245103, + "TP": 141067, + "n_pred": 151767, + "n_ref": 170895 + }, + "15": { + "Dice": 0.7075838736960812, + "FN": 9669, + "FP": 703, + "IoU": 0.5474892020417957, + "TN": 74403777, + "TP": 12549, + "n_pred": 13252, + "n_ref": 22218 + }, + "2": { + "Dice": 0.5306383582493841, + "FN": 15906, + "FP": 166035, + "IoU": 0.36113530064469007, + "TN": 74141910, + "TP": 102847, + "n_pred": 268882, + "n_ref": 118753 + }, + "3": { + "Dice": 0.008239583922211543, + "FN": 130610, + "FP": 9736, + "IoU": 0.004136834860106862, + "TN": 74285769, + "TP": 583, + "n_pred": 10319, + "n_ref": 131193 + }, + "4": { + "Dice": 0.22979541691148977, + "FN": 26158, + "FP": 2680, + "IoU": 0.12981291490645747, + "TN": 74393558, + "TP": 4302, + "n_pred": 6982, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7942783223510622, + "FN": 37169, + "FP": 403349, + "IoU": 0.6587576030812039, + "TN": 73135774, + "TP": 850406, + "n_pred": 1253755, + "n_ref": 887575 + }, + "7": { + "Dice": 0.5529046350178994, + "FN": 65335, + "FP": 72420, + "IoU": 0.3820789205725487, + "TN": 74203765, + "TP": 85178, + "n_pred": 157598, + "n_ref": 150513 + }, + "8": { + "Dice": 0.69758193107847, + "FN": 6046, + "FP": 26196, + "IoU": 0.5356052313187762, + "TN": 74357270, + "TP": 37186, + "n_pred": 63382, + "n_ref": 43232 + }, + "9": { + "Dice": 0.7914858122615425, + "FN": 8152, + "FP": 5347, + "IoU": 0.654924716889491, + "TN": 74387579, + "TP": 25620, + "n_pred": 30967, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9135536791651965, + "FN": 9650, + "FP": 15095, + "IoU": 0.8408640736739209, + "TN": 106491192, + "TP": 130751, + "n_pred": 145846, + "n_ref": 140401 + }, + "10": { + "Dice": 0.45818230455427006, + "FN": 65087, + "FP": 15931, + "IoU": 0.29717022051807, + "TN": 106531414, + "TP": 34256, + "n_pred": 50187, + "n_ref": 99343 + }, + "11": { + "Dice": 0.4647608264930654, + "FN": 3009, + "FP": 773, + "IoU": 0.3027286135693215, + "TN": 106641264, + "TP": 1642, + "n_pred": 2415, + "n_ref": 4651 + }, + "12": { + "Dice": 0.23741354350973137, + "FN": 4732, + "FP": 9, + "IoU": 0.13469611242927543, + "TN": 106641209, + "TP": 738, + "n_pred": 747, + "n_ref": 5470 + }, + "13": { + "Dice": 0.31552985485026747, + "FN": 31476, + "FP": 9597, + "IoU": 0.1873169766521567, + "TN": 106596148, + "TP": 9467, + "n_pred": 19064, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8382813027527065, + "FN": 14389, + "FP": 7166, + "IoU": 0.7215871662727167, + "TN": 106569267, + "TP": 55866, + "n_pred": 63032, + "n_ref": 70255 + }, + "15": { + "Dice": 0.6212939328490085, + "FN": 13904, + "FP": 1526, + "IoU": 0.4506355253320041, + "TN": 106618601, + "TP": 12657, + "n_pred": 14183, + "n_ref": 26561 + }, + "2": { + "Dice": 0.02111331366642213, + "FN": 184644, + "FP": 3499, + "IoU": 0.010669288854300317, + "TN": 106456516, + "TP": 2029, + "n_pred": 5528, + "n_ref": 186673 + }, + "3": { + "Dice": 0.5545040366808265, + "FN": 17281, + "FP": 196766, + "IoU": 0.3836081530159132, + "TN": 106299430, + "TP": 133211, + "n_pred": 329977, + "n_ref": 150492 + }, + "4": { + "Dice": 0.6976197472818102, + "FN": 4148, + "FP": 997, + "IoU": 0.5356498194945848, + "TN": 106635608, + "TP": 5935, + "n_pred": 6932, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7043429844097996, + "FN": 1912, + "FP": 212, + "IoU": 0.5436183927804039, + "TN": 106642034, + "TP": 2530, + "n_pred": 2742, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9406052070957842, + "FN": 91743, + "FP": 57388, + "IoU": 0.8878703325671604, + "TN": 105316701, + "TP": 1180856, + "n_pred": 1238244, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.6149645708135258, + "FN": 165435, + "FP": 49203, + "IoU": 0.44400638269212833, + "TN": 106260644, + "TP": 171406, + "n_pred": 220609, + "n_ref": 336841 + }, + "8": { + "Dice": 0.77975805158478, + "FN": 5382, + "FP": 31703, + "IoU": 0.6390192146708976, + "TN": 106543954, + "TP": 65649, + "n_pred": 97352, + "n_ref": 71031 + }, + "9": { + "Dice": 0.39645162706951825, + "FN": 62515, + "FP": 6202, + "IoU": 0.24723396796880134, + "TN": 106555402, + "TP": 22569, + "n_pred": 28771, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8262706866044478, + "FN": 35666, + "FP": 14408, + "IoU": 0.7039703934922437, + "TN": 107957776, + "TP": 119078, + "n_pred": 133486, + "n_ref": 154744 + }, + "10": { + "Dice": 0.7757591846627963, + "FN": 13930, + "FP": 24926, + "IoU": 0.6336655133076263, + "TN": 108020861, + "TP": 67211, + "n_pred": 92137, + "n_ref": 81141 + }, + "11": { + "Dice": 0.5622099447513812, + "FN": 1765, + "FP": 216, + "IoU": 0.3910236704580387, + "TN": 108123675, + "TP": 1272, + "n_pred": 1488, + "n_ref": 3037 + }, + "12": { + "Dice": 0.41592745909718115, + "FN": 2919, + "FP": 44, + "IoU": 0.2625684420109507, + "TN": 108122910, + "TP": 1055, + "n_pred": 1099, + "n_ref": 3974 + }, + "13": { + "Dice": 0.5624639825558757, + "FN": 41309, + "FP": 14875, + "IoU": 0.39126948871577627, + "TN": 108034631, + "TP": 36113, + "n_pred": 50988, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7274034261194607, + "FN": 7006, + "FP": 17643, + "IoU": 0.5715899610678532, + "TN": 108069392, + "TP": 32887, + "n_pred": 50530, + "n_ref": 39893 + }, + "15": { + "Dice": 0.41808496816941665, + "FN": 19186, + "FP": 3209, + "IoU": 0.2642904073587385, + "TN": 108096488, + "TP": 8045, + "n_pred": 11254, + "n_ref": 27231 + }, + "2": { + "Dice": 0.6126680744956273, + "FN": 62018, + "FP": 100307, + "IoU": 0.44161607127500385, + "TN": 107836223, + "TP": 128380, + "n_pred": 228687, + "n_ref": 190398 + }, + "3": { + "Dice": 0.619620987182056, + "FN": 98190, + "FP": 27100, + "IoU": 0.44887743252278567, + "TN": 107899592, + "TP": 102046, + "n_pred": 129146, + "n_ref": 200236 + }, + "4": { + "Dice": 0.012385006996338087, + "FN": 33101, + "FP": 72, + "IoU": 0.006231089541955005, + "TN": 108093547, + "TP": 208, + "n_pred": 280, + "n_ref": 33309 + }, + "5": { + "Dice": 0.41604329142129554, + "FN": 2570, + "FP": 1099, + "IoU": 0.26266077170418006, + "TN": 108121952, + "TP": 1307, + "n_pred": 2406, + "n_ref": 3877 + }, + "6": { + "Dice": 0.8608575812736547, + "FN": 63940, + "FP": 393624, + "IoU": 0.7557067203556199, + "TN": 106253917, + "TP": 1415447, + "n_pred": 1809071, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.5630773421597145, + "FN": 105488, + "FP": 128689, + "IoU": 0.3918633609731142, + "TN": 107741855, + "TP": 150896, + "n_pred": 279585, + "n_ref": 256384 + }, + "8": { + "Dice": 0.6766973033537484, + "FN": 3008, + "FP": 35369, + "IoU": 0.5113700025464731, + "TN": 108048388, + "TP": 40163, + "n_pred": 75532, + "n_ref": 43171 + }, + "9": { + "Dice": 0.6897557780666673, + "FN": 26985, + "FP": 4278, + "IoU": 0.5264329859428017, + "TN": 108060912, + "TP": 34753, + "n_pred": 39031, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5937690407161653, + "FN": 35813, + "FP": 85529, + "IoU": 0.42224147946405616, + "TN": 62360138, + "TP": 88680, + "n_pred": 174209, + "n_ref": 124493 + }, + "10": { + "Dice": 0.6097595251676049, + "FN": 22265, + "FP": 24942, + "IoU": 0.43860003805537057, + "TN": 62486072, + "TP": 36881, + "n_pred": 61823, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6935244686109738, + "FN": 649, + "FP": 591, + "IoU": 0.5308361710177828, + "TN": 62567517, + "TP": 1403, + "n_pred": 1994, + "n_ref": 2052 + }, + "12": { + "Dice": 0.5442511928582423, + "FN": 2499, + "FP": 462, + "IoU": 0.37386339606682173, + "TN": 62565431, + "TP": 1768, + "n_pred": 2230, + "n_ref": 4267 + }, + "13": { + "Dice": 0.5340287197717386, + "FN": 18875, + "FP": 20973, + "IoU": 0.3642832073003414, + "TN": 62507478, + "TP": 22834, + "n_pred": 43807, + "n_ref": 41709 + }, + "14": { + "Dice": 0.728033788099527, + "FN": 151549, + "FP": 33, + "IoU": 0.5723688108127932, + "TN": 62215691, + "TP": 202887, + "n_pred": 202920, + "n_ref": 354436 + }, + "15": { + "Dice": 0.20108627682192565, + "FN": 80084, + "FP": 9348, + "IoU": 0.11178205726657861, + "TN": 62469473, + "TP": 11255, + "n_pred": 20603, + "n_ref": 91339 + }, + "2": { + "Dice": 0.615733321122762, + "FN": 72883, + "FP": 44605, + "IoU": 0.4448083093513281, + "TN": 62358543, + "TP": 94129, + "n_pred": 138734, + "n_ref": 167012 + }, + "3": { + "Dice": 0.5408663087701248, + "FN": 102391, + "FP": 63612, + "IoU": 0.3706763211767382, + "TN": 62306380, + "TP": 97777, + "n_pred": 161389, + "n_ref": 200168 + }, + "4": { + "Dice": 0.37558995941680445, + "FN": 17233, + "FP": 3538, + "IoU": 0.23121622621955734, + "TN": 62543142, + "TP": 6247, + "n_pred": 9785, + "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": 0.9034952011145502, + "FN": 83680, + "FP": 209813, + "IoU": 0.8239774253910374, + "TN": 60902800, + "TP": 1373867, + "n_pred": 1583680, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.5330222458361247, + "FN": 60490, + "FP": 161875, + "IoU": 0.3633471907281431, + "TN": 62220888, + "TP": 126907, + "n_pred": 288782, + "n_ref": 187397 + }, + "8": { + "Dice": 0.691910943006963, + "FN": 5732, + "FP": 51612, + "IoU": 0.528947887231386, + "TN": 62448424, + "TP": 64392, + "n_pred": 116004, + "n_ref": 70124 + }, + "9": { + "Dice": 0.5779730153749608, + "FN": 24729, + "FP": 11586, + "IoU": 0.4064430714916152, + "TN": 62508978, + "TP": 24867, + "n_pred": 36453, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6270176548553855, + "FN": 124121, + "FP": 62171, + "IoU": 0.45668296979400896, + "TN": 55038369, + "TP": 156587, + "n_pred": 218758, + "n_ref": 280708 + }, + "10": { + "Dice": 0.774170755642787, + "FN": 7542, + "FP": 32729, + "IoU": 0.631548610221596, + "TN": 55271950, + "TP": 69027, + "n_pred": 101756, + "n_ref": 76569 + }, + "11": { + "Dice": 0.3746738563228387, + "FN": 3250, + "FP": 345, + "IoU": 0.2305222602739726, + "TN": 55376576, + "TP": 1077, + "n_pred": 1422, + "n_ref": 4327 + }, + "12": { + "Dice": 0.16476503577644555, + "FN": 4302, + "FP": 17, + "IoU": 0.08977871443624869, + "TN": 55376503, + "TP": 426, + "n_pred": 443, + "n_ref": 4728 + }, + "13": { + "Dice": 0.38660446140188504, + "FN": 34403, + "FP": 30547, + "IoU": 0.23962162541853005, + "TN": 55295830, + "TP": 20468, + "n_pred": 51015, + "n_ref": 54871 + }, + "14": { + "Dice": 0.788961196770448, + "FN": 22142, + "FP": 16935, + "IoU": 0.6514747460333034, + "TN": 55269127, + "TP": 73044, + "n_pred": 89979, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7686087990487515, + "FN": 31299, + "FP": 2756, + "IoU": 0.6241792197759752, + "TN": 55290633, + "TP": 56560, + "n_pred": 59316, + "n_ref": 87859 + }, + "2": { + "Dice": 0.5137962982913533, + "FN": 76139, + "FP": 149513, + "IoU": 0.34571054943589236, + "TN": 55036367, + "TP": 119229, + "n_pred": 268742, + "n_ref": 195368 + }, + "3": { + "Dice": 0.18780638223852747, + "FN": 160136, + "FP": 45310, + "IoU": 0.10363483261270773, + "TN": 55152049, + "TP": 23753, + "n_pred": 69063, + "n_ref": 183889 + }, + "4": { + "Dice": 0.6188109699981594, + "FN": 4047, + "FP": 95, + "IoU": 0.4480277185501066, + "TN": 55373744, + "TP": 3362, + "n_pred": 3457, + "n_ref": 7409 + }, + "5": { + "Dice": 0.006714967308711787, + "FN": 5621, + "FP": 0, + "IoU": 0.003368794326241135, + "TN": 55375608, + "TP": 19, + "n_pred": 19, + "n_ref": 5640 + }, + "6": { + "Dice": 0.8624806397722175, + "FN": 224144, + "FP": 182336, + "IoU": 0.758211833510693, + "TN": 53700107, + "TP": 1274661, + "n_pred": 1456997, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.589465511252574, + "FN": 45430, + "FP": 135401, + "IoU": 0.4179022320652559, + "TN": 55070594, + "TP": 129823, + "n_pred": 265224, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9042634996582365, + "FN": 4718, + "FP": 4246, + "IoU": 0.825256345276619, + "TN": 55329950, + "TP": 42334, + "n_pred": 46580, + "n_ref": 47052 + }, + "9": { + "Dice": 0.7808313879509864, + "FN": 11949, + "FP": 9926, + "IoU": 0.6404621807304165, + "TN": 55320406, + "TP": 38967, + "n_pred": 48893, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8304765523954292, + "FN": 39606, + "FP": 62104, + "IoU": 0.7100982490743722, + "TN": 110795772, + "TP": 249133, + "n_pred": 311237, + "n_ref": 288739 + }, + "10": { + "Dice": 0.6095255471891425, + "FN": 38845, + "FP": 16798, + "IoU": 0.43835796188630494, + "TN": 111047543, + "TP": 43429, + "n_pred": 60227, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7465166130760986, + "FN": 848, + "FP": 1044, + "IoU": 0.5955536554082942, + "TN": 111141937, + "TP": 2786, + "n_pred": 3830, + "n_ref": 3634 + }, + "12": { + "Dice": 0.5326110509209101, + "FN": 1875, + "FP": 282, + "IoU": 0.36296515062020085, + "TN": 111143229, + "TP": 1229, + "n_pred": 1511, + "n_ref": 3104 + }, + "13": { + "Dice": 0.46069875202547117, + "FN": 38285, + "FP": 18628, + "IoU": 0.29929083253305755, + "TN": 111065393, + "TP": 24309, + "n_pred": 42937, + "n_ref": 62594 + }, + "14": { + "Dice": 0.5972098645223026, + "FN": 23329, + "FP": 664, + "IoU": 0.42573001436093827, + "TN": 111104835, + "TP": 17787, + "n_pred": 18451, + "n_ref": 41116 + }, + "15": { + "Dice": 0.6299548028469011, + "FN": 13238, + "FP": 1008, + "IoU": 0.4598058546943728, + "TN": 111120243, + "TP": 12126, + "n_pred": 13134, + "n_ref": 25364 + }, + "2": { + "Dice": 0.4882496136982078, + "FN": 87794, + "FP": 54947, + "IoU": 0.322969729739985, + "TN": 110935781, + "TP": 68093, + "n_pred": 123040, + "n_ref": 155887 + }, + "3": { + "Dice": 0.6641976038547786, + "FN": 87281, + "FP": 71753, + "IoU": 0.4972274385578887, + "TN": 110830301, + "TP": 157280, + "n_pred": 229033, + "n_ref": 244561 + }, + "4": { + "Dice": 0.1960390355912744, + "FN": 16789, + "FP": 17, + "IoU": 0.1086714399363564, + "TN": 111127760, + "TP": 2049, + "n_pred": 2066, + "n_ref": 18838 + }, + "5": { + "Dice": 0.5141502444806638, + "FN": 3032, + "FP": 247, + "IoU": 0.346031112883925, + "TN": 111141601, + "TP": 1735, + "n_pred": 1982, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9183268816657367, + "FN": 123756, + "FP": 139577, + "IoU": 0.8489874307682955, + "TN": 109402833, + "TP": 1480449, + "n_pred": 1620026, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.2600164588901811, + "FN": 302238, + "FP": 132970, + "IoU": 0.1494361600250161, + "TN": 110634945, + "TP": 76462, + "n_pred": 209432, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8337937283153963, + "FN": 5089, + "FP": 24995, + "IoU": 0.7149624801030849, + "TN": 111041071, + "TP": 75460, + "n_pred": 100455, + "n_ref": 80549 + }, + "9": { + "Dice": 0.5671113065572169, + "FN": 32641, + "FP": 2797, + "IoU": 0.39578182810182266, + "TN": 111087964, + "TP": 23213, + "n_pred": 26010, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.843032773080939, + "FN": 14475, + "FP": 55428, + "IoU": 0.7286574359810418, + "TN": 96863406, + "TP": 187716, + "n_pred": 243144, + "n_ref": 202191 + }, + "10": { + "Dice": 0.5577067427659473, + "FN": 33165, + "FP": 32240, + "IoU": 0.38668054500614213, + "TN": 97014384, + "TP": 41236, + "n_pred": 73476, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7016756433273489, + "FN": 1567, + "FP": 427, + "IoU": 0.5404471076284858, + "TN": 97116686, + "TP": 2345, + "n_pred": 2772, + "n_ref": 3912 + }, + "12": { + "Dice": 0.4080552697339409, + "FN": 3895, + "FP": 132, + "IoU": 0.2563250230840258, + "TN": 97115610, + "TP": 1388, + "n_pred": 1520, + "n_ref": 5283 + }, + "13": { + "Dice": 0.528980405324899, + "FN": 26953, + "FP": 16532, + "IoU": 0.35960119582345407, + "TN": 97053122, + "TP": 24418, + "n_pred": 40950, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8500211774671749, + "FN": 32962, + "FP": 2448, + "IoU": 0.7391624617877794, + "TN": 96985270, + "TP": 100345, + "n_pred": 102793, + "n_ref": 133307 + }, + "15": { + "Dice": 0.6637882847285134, + "FN": 34061, + "FP": 825, + "IoU": 0.49676879579943456, + "TN": 97051701, + "TP": 34438, + "n_pred": 35263, + "n_ref": 68499 + }, + "2": { + "Dice": 0.5678435306680043, + "FN": 92678, + "FP": 21047, + "IoU": 0.39649545481078957, + "TN": 96932584, + "TP": 74716, + "n_pred": 95763, + "n_ref": 167394 + }, + "3": { + "Dice": 0.6656651503850235, + "FN": 61434, + "FP": 97691, + "IoU": 0.49887413985859824, + "TN": 96803490, + "TP": 158410, + "n_pred": 256101, + "n_ref": 219844 + }, + "4": { + "Dice": 0.05115460287874081, + "FN": 16739, + "FP": 1587, + "IoU": 0.02624867162592986, + "TN": 97102205, + "TP": 494, + "n_pred": 2081, + "n_ref": 17233 + }, + "5": { + "Dice": 0.20810887439750497, + "FN": 10990, + "FP": 182, + "IoU": 0.11613924050632911, + "TN": 97108385, + "TP": 1468, + "n_pred": 1650, + "n_ref": 12458 + }, + "6": { + "Dice": 0.8990065421060045, + "FN": 106850, + "FP": 225858, + "IoU": 0.8165412207131947, + "TN": 95307495, + "TP": 1480822, + "n_pred": 1706680, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.6922365769823396, + "FN": 107750, + "FP": 86995, + "IoU": 0.529328596287703, + "TN": 96707265, + "TP": 219015, + "n_pred": 306010, + "n_ref": 326765 + }, + "8": { + "Dice": 0.8447643253908471, + "FN": 13194, + "FP": 18749, + "IoU": 0.7312484750582633, + "TN": 97002168, + "TP": 86914, + "n_pred": 105663, + "n_ref": 100108 + }, + "9": { + "Dice": 0.5958736830147957, + "FN": 53480, + "FP": 3442, + "IoU": 0.42437327454569357, + "TN": 97022138, + "TP": 41965, + "n_pred": 45407, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8178774758016297, + "FN": 55561, + "FP": 7490, + "IoU": 0.6918720006255314, + "TN": 78851779, + "TP": 141575, + "n_pred": 149065, + "n_ref": 197136 + }, + "10": { + "Dice": 0.7576582047856188, + "FN": 30634, + "FP": 9270, + "IoU": 0.6098629279834183, + "TN": 78954123, + "TP": 62378, + "n_pred": 71648, + "n_ref": 93012 + }, + "11": { + "Dice": 0.5376674719964858, + "FN": 1785, + "FP": 320, + "IoU": 0.3676779813757885, + "TN": 79053076, + "TP": 1224, + "n_pred": 1544, + "n_ref": 3009 + }, + "12": { + "Dice": 0.0, + "FN": 3004, + "FP": 45, + "IoU": 0.0, + "TN": 79053356, + "TP": 0, + "n_pred": 45, + "n_ref": 3004 + }, + "13": { + "Dice": 0.5744988634015292, + "FN": 36285, + "FP": 6954, + "IoU": 0.40301536677297767, + "TN": 78983976, + "TP": 29190, + "n_pred": 36144, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6157844597156836, + "FN": 4589, + "FP": 36952, + "IoU": 0.4448616864893759, + "TN": 78981575, + "TP": 33289, + "n_pred": 70241, + "n_ref": 37878 + }, + "15": { + "Dice": 0.1202495339165352, + "FN": 35178, + "FP": 13898, + "IoU": 0.0639710089643334, + "TN": 79003975, + "TP": 3354, + "n_pred": 17252, + "n_ref": 38532 + }, + "2": { + "Dice": 0.6019640328945387, + "FN": 12830, + "FP": 119306, + "IoU": 0.4305783592541359, + "TN": 78824352, + "TP": 99917, + "n_pred": 219223, + "n_ref": 112747 + }, + "3": { + "Dice": 0.040658549795594336, + "FN": 118640, + "FP": 10661, + "IoU": 0.020751130330730606, + "TN": 78924364, + "TP": 2740, + "n_pred": 13401, + "n_ref": 121380 + }, + "4": { + "Dice": 0.6880198634388579, + "FN": 2940, + "FP": 2086, + "IoU": 0.5244133232399697, + "TN": 79045837, + "TP": 5542, + "n_pred": 7628, + "n_ref": 8482 + }, + "5": { + "Dice": 0.20766600683822206, + "FN": 4381, + "FP": 22, + "IoU": 0.11586345381526104, + "TN": 79051425, + "TP": 577, + "n_pred": 599, + "n_ref": 4958 + }, + "6": { + "Dice": 0.8875747752685419, + "FN": 87894, + "FP": 223896, + "IoU": 0.7978736507730706, + "TN": 77513855, + "TP": 1230760, + "n_pred": 1454656, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.6112462391802074, + "FN": 242767, + "FP": 51319, + "IoU": 0.44014011441407996, + "TN": 78531120, + "TP": 231199, + "n_pred": 282518, + "n_ref": 473966 + }, + "8": { + "Dice": 0.5058503633383546, + "FN": 4831, + "FP": 47326, + "IoU": 0.3385540182364653, + "TN": 78977552, + "TP": 26696, + "n_pred": 74022, + "n_ref": 31527 + }, + "9": { + "Dice": 0.6861184632478478, + "FN": 33314, + "FP": 1433, + "IoU": 0.5222072493262196, + "TN": 78983681, + "TP": 37977, + "n_pred": 39410, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8620057228239109, + "FN": 12754, + "FP": 57897, + "IoU": 0.757478082370468, + "TN": 122420622, + "TP": 220667, + "n_pred": 278564, + "n_ref": 233421 + }, + "10": { + "Dice": 0.5994203552085828, + "FN": 46591, + "FP": 38688, + "IoU": 0.4279801990823965, + "TN": 122562856, + "TP": 63805, + "n_pred": 102493, + "n_ref": 110396 + }, + "11": { + "Dice": 0.5303357832540712, + "FN": 2342, + "FP": 917, + "IoU": 0.3608550696214944, + "TN": 122706841, + "TP": 1840, + "n_pred": 2757, + "n_ref": 4182 + }, + "12": { + "Dice": 0.07209408889567741, + "FN": 6054, + "FP": 21, + "IoU": 0.037395024560291555, + "TN": 122705629, + "TP": 236, + "n_pred": 257, + "n_ref": 6290 + }, + "13": { + "Dice": 0.21141733716823824, + "FN": 42186, + "FP": 44454, + "IoU": 0.11820383902945428, + "TN": 122613686, + "TP": 11614, + "n_pred": 56068, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7464099312947837, + "FN": 31756, + "FP": 19844, + "IoU": 0.5954178721802743, + "TN": 122584401, + "TP": 75939, + "n_pred": 95783, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8112202736204205, + "FN": 15749, + "FP": 699, + "IoU": 0.6823974665945779, + "TN": 122660152, + "TP": 35340, + "n_pred": 36039, + "n_ref": 51089 + }, + "2": { + "Dice": 0.28746910710353096, + "FN": 101697, + "FP": 73017, + "IoU": 0.1678621438573429, + "TN": 122501982, + "TP": 35244, + "n_pred": 108261, + "n_ref": 136941 + }, + "3": { + "Dice": 0.6825487308191317, + "FN": 13571, + "FP": 109502, + "IoU": 0.5180827153049158, + "TN": 122456558, + "TP": 132309, + "n_pred": 241811, + "n_ref": 145880 + }, + "4": { + "Dice": 0.000571191934769881, + "FN": 65455, + "FP": 4534, + "IoU": 0.00028567755574283307, + "TN": 122641931, + "TP": 20, + "n_pred": 4554, + "n_ref": 65475 + }, + "5": { + "Dice": 0.0, + "FN": 17209, + "FP": 84, + "IoU": 0.0, + "TN": 122694647, + "TP": 0, + "n_pred": 84, + "n_ref": 17209 + }, + "6": { + "Dice": 0.8635961372782897, + "FN": 237790, + "FP": 227535, + "IoU": 0.7599376996219983, + "TN": 120773589, + "TP": 1473026, + "n_pred": 1700561, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.425959196971839, + "FN": 338739, + "FP": 274398, + "IoU": 0.2706150921579497, + "TN": 121871318, + "TP": 227485, + "n_pred": 501883, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8658952138792313, + "FN": 11300, + "FP": 27465, + "IoU": 0.7635054753988347, + "TN": 122548025, + "TP": 125150, + "n_pred": 152615, + "n_ref": 136450 + }, + "9": { + "Dice": 0.6121828618007675, + "FN": 38697, + "FP": 6977, + "IoU": 0.4411120492395042, + "TN": 122630217, + "TP": 36049, + "n_pred": 43026, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_001/summary_cross_val.json b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_001/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..d30112acee0e35e52be6cbd844015d9cfa78494a --- /dev/null +++ b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_001/summary_cross_val.json @@ -0,0 +1,9420 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.18753471836148675, + "FN": 1937.1757575757574, + "FP": 813.7272727272726, + "IoU": 0.13824229985280834, + "TN": 218660.53333333335, + "TP": 1611.1090909090906, + "n_pred": 2424.8363636363633, + "n_ref": 3548.2848484848487 + }, + "mean": { + "1": { + "Dice": 0.36885965065693266, + "FN": 2813.909090909091, + "FP": 240.27272727272728, + "IoU": 0.31460977801975004, + "TN": 211734.9090909091, + "TP": 8233.454545454546, + "n_pred": 8473.727272727272, + "n_ref": 11047.363636363636 + }, + "10": { + "Dice": 0.00033983263242852896, + "FN": 563.3636363636364, + "FP": 233.54545454545453, + "IoU": 0.0001700029750520634, + "TN": 222225.27272727274, + "TP": 0.36363636363636365, + "n_pred": 233.9090909090909, + "n_ref": 563.7272727272727 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 2.272727272727273, + "IoU": 0.0, + "TN": 223020.27272727274, + "TP": 0.0, + "n_pred": 2.272727272727273, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 3.0, + "FP": 0.7272727272727273, + "IoU": 0.0, + "TN": 223018.81818181818, + "TP": 0.0, + "n_pred": 0.7272727272727273, + "n_ref": 3.0 + }, + "13": { + "Dice": 0.061891144125921276, + "FN": 1687.090909090909, + "FP": 481.27272727272725, + "IoU": 0.03411246091547491, + "TN": 220612.18181818182, + "TP": 242.0, + "n_pred": 723.2727272727273, + "n_ref": 1929.090909090909 + }, + "14": { + "Dice": 0.25352133427628476, + "FN": 808.7272727272727, + "FP": 2604.7272727272725, + "IoU": 0.16981150695746572, + "TN": 218044.81818181818, + "TP": 1564.2727272727273, + "n_pred": 4169.0, + "n_ref": 2373.0 + }, + "15": { + "Dice": 0.4119861581168955, + "FN": 1118.5454545454545, + "FP": 287.1818181818182, + "IoU": 0.2594348659003831, + "TN": 221124.36363636365, + "TP": 492.45454545454544, + "n_pred": 779.6363636363636, + "n_ref": 1611.0 + }, + "2": { + "Dice": 0.19088700252199053, + "FN": 695.6363636363636, + "FP": 3467.4545454545455, + "IoU": 0.15438286652405353, + "TN": 217731.0, + "TP": 1128.4545454545455, + "n_pred": 4595.909090909091, + "n_ref": 1824.090909090909 + }, + "3": { + "Dice": 0.0050989099972797375, + "FN": 4657.0, + "FP": 429.09090909090907, + "IoU": 0.0025691044471644227, + "TN": 217899.81818181818, + "TP": 36.63636363636363, + "n_pred": 465.72727272727275, + "n_ref": 4693.636363636364 + }, + "4": { + "Dice": 0.0034024190369494407, + "FN": 1245.6363636363637, + "FP": 399.27272727272725, + "IoU": 0.0017099363987071214, + "TN": 221370.18181818182, + "TP": 7.454545454545454, + "n_pred": 406.72727272727275, + "n_ref": 1253.090909090909 + }, + "5": { + "Dice": 0.6560283687943262, + "FN": 64.0, + "FP": 147.63636363636363, + "IoU": 0.48812664907651715, + "TN": 222609.0909090909, + "TP": 201.8181818181818, + "n_pred": 349.45454545454544, + "n_ref": 265.8181818181818 + }, + "6": { + "Dice": 0.5148744333774217, + "FN": 3701.090909090909, + "FP": 2911.181818181818, + "IoU": 0.45299052246038907, + "TN": 205101.54545454544, + "TP": 11308.727272727272, + "n_pred": 14219.90909090909, + "n_ref": 15009.818181818182 + }, + "7": { + "Dice": 0.15992175169221387, + "FN": 8389.90909090909, + "FP": 678.4545454545455, + "IoU": 0.09129439978745009, + "TN": 213070.72727272726, + "TP": 883.4545454545455, + "n_pred": 1561.909090909091, + "n_ref": 9273.363636363636 + }, + "8": { + "Dice": 0.06681430419869493, + "FN": 3302.7272727272725, + "FP": 28.818181818181817, + "IoU": 0.036630642315987845, + "TN": 219666.54545454544, + "TP": 24.454545454545453, + "n_pred": 53.27272727272727, + "n_ref": 3327.181818181818 + }, + "9": { + "Dice": 0.11939546599496222, + "FN": 7.0, + "FP": 294.0, + "IoU": 0.06779176201372998, + "TN": 222678.45454545456, + "TP": 43.09090909090909, + "n_pred": 337.09090909090907, + "n_ref": 50.09090909090909 + } + }, + "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_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.5070426685525695, + "FN": 8896, + "FP": 24562, + "IoU": 0.33962301391493144, + "TN": 124567, + "TP": 17207, + "n_pred": 41769, + "n_ref": 26103 + }, + "15": { + "Dice": 0.4119861581168955, + "FN": 12304, + "FP": 3159, + "IoU": 0.2594348659003831, + "TN": 154352, + "TP": 5417, + "n_pred": 8576, + "n_ref": 17721 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8651430609697063, + "FN": 15153, + "FP": 726, + "IoU": 0.7623366710071393, + "TN": 108419, + "TP": 50934, + "n_pred": 51660, + "n_ref": 66087 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "FN": 0, + "FP": 4090, + "IoU": 0.0, + "TN": 171142, + "TP": 0, + "n_pred": 4090, + "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": 244, + "IoU": 0.0, + "TN": 174988, + "TP": 0, + "n_pred": 244, + "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": 0.0, + "FN": 0, + "FP": 6560, + "IoU": 0.0, + "TN": 168672, + "TP": 0, + "n_pred": 6560, + "n_ref": 0 + }, + "7": { + "Dice": 0.0137453694677325, + "FN": 40465, + "FP": 3, + "IoU": 0.006920245398773006, + "TN": 134482, + "TP": 282, + "n_pred": 285, + "n_ref": 40747 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 175207, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 175184, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "10": { + "Dice": 0.0010194978972855868, + "FN": 6197, + "FP": 1642, + "IoU": 0.0005100089251561902, + "TN": 167389, + "TP": 4, + "n_pred": 1646, + "n_ref": 6201 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 175214, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "13": { + "Dice": 0.18567343237776382, + "FN": 18558, + "FP": 4792, + "IoU": 0.10233738274642473, + "TN": 149220, + "TP": 2662, + "n_pred": 7454, + "n_ref": 21220 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.010207257110848323, + "FN": 13702, + "FP": 2201, + "IoU": 0.005129809196121364, + "TN": 159247, + "TP": 82, + "n_pred": 2283, + "n_ref": 13784 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8091163534586165, + "FN": 8872, + "FP": 5450, + "IoU": 0.6794251947354284, + "TN": 130556, + "TP": 30354, + "n_pred": 35804, + "n_ref": 39226 + }, + "7": { + "Dice": 0.29967071647553084, + "FN": 23386, + "FP": 7453, + "IoU": 0.17624275449421695, + "TN": 137795, + "TP": 6598, + "n_pred": 14051, + "n_ref": 29984 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.23879093198992443, + "FN": 77, + "FP": 2945, + "IoU": 0.13558352402745996, + "TN": 171736, + "TP": 474, + "n_pred": 3419, + "n_ref": 551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.12646167171935904, + "FN": 3086, + "FP": 948, + "IoU": 0.06749884419787332, + "TN": 346138, + "TP": 292, + "n_pred": 1240, + "n_ref": 3378 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 811, + "IoU": 0.0, + "TN": 349653, + "TP": 0, + "n_pred": 811, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 44, + "IoU": 0.0, + "TN": 350420, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 37278, + "IoU": 0.0, + "TN": 313186, + "TP": 0, + "n_pred": 37278, + "n_ref": 0 + }, + "3": { + "Dice": 0.015296729991839213, + "FN": 50714, + "FP": 1171, + "IoU": 0.007707313341493268, + "TN": 298176, + "TP": 403, + "n_pred": 1574, + "n_ref": 51117 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2032, + "IoU": 0.0, + "TN": 348432, + "TP": 0, + "n_pred": 2032, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9271764316451506, + "FN": 1060, + "FP": 1140, + "IoU": 0.8642394322739895, + "TN": 334259, + "TP": 14005, + "n_pred": 15145, + "n_ref": 15065 + }, + "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_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.852693520595598, + "FN": 12714, + "FP": 879, + "IoU": 0.7432133748937376, + "TN": 297529, + "TP": 39342, + "n_pred": 40221, + "n_ref": 52056 + }, + "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": 7, + "IoU": 0.0, + "TN": 350457, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 33, + "FP": 0, + "IoU": 0.0, + "TN": 350431, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 584, + "IoU": 0.0, + "TN": 349880, + "TP": 0, + "n_pred": 584, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 513, + "FP": 3547, + "IoU": 0.0, + "TN": 346404, + "TP": 0, + "n_pred": 3547, + "n_ref": 513 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 159, + "IoU": 0.0, + "TN": 350305, + "TP": 0, + "n_pred": 159, + "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": 18726, + "IoU": 0.0, + "TN": 331738, + "TP": 0, + "n_pred": 18726, + "n_ref": 0 + }, + "7": { + "Dice": 0.16634916913337827, + "FN": 28438, + "FP": 7, + "IoU": 0.09072019946936036, + "TN": 319181, + "TP": 2838, + "n_pred": 2845, + "n_ref": 31276 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 350422, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 116, + "IoU": 0.0, + "TN": 350348, + "TP": 0, + "n_pred": 116, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.7635480100879621, + "FN": 7652, + "FP": 36, + "IoU": 0.6175314660962141, + "TN": 330363, + "TP": 12413, + "n_pred": 12449, + "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": 0.8380793817833414, + "FN": 30780, + "FP": 147, + "IoU": 0.7212879852925274, + "TN": 239500, + "TP": 80037, + "n_pred": 80184, + "n_ref": 110817 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.18681318681318682, + "FN": 49, + "FP": 99, + "IoU": 0.10303030303030303, + "TN": 350299, + "TP": 17, + "n_pred": 116, + "n_ref": 66 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 289, + "IoU": 0.0, + "TN": 350175, + "TP": 0, + "n_pred": 289, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.6560283687943262, + "FN": 704, + "FP": 1624, + "IoU": 0.48812664907651715, + "TN": 170684, + "TP": 2220, + "n_pred": 3844, + "n_ref": 2924 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.01362972578289794, + "FN": 36281, + "FP": 193, + "IoU": 0.006861623917660513, + "TN": 138506, + "TP": 252, + "n_pred": 445, + "n_ref": 36533 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0336.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.17681127311549302, + "FN": 1375.909090909091, + "FP": 668.7575757575759, + "IoU": 0.14375738270593383, + "TN": 172054.12121212122, + "TP": 1133.2121212121212, + "n_pred": 1801.9696969696965, + "n_ref": 2509.1212121212125 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 0.0, + "FP": 775.4545454545455, + "IoU": 0.0, + "TN": 174456.54545454544, + "TP": 0.0, + "n_pred": 775.4545454545455, + "n_ref": 0.0 + }, + "10": { + "Dice": 0.049851610136432016, + "FN": 2402.2727272727275, + "FP": 284.1818181818182, + "IoU": 0.026161201398256628, + "TN": 172480.45454545456, + "TP": 65.0909090909091, + "n_pred": 349.27272727272725, + "n_ref": 2467.3636363636365 + }, + "11": { + "Dice": 0.0, + "FN": 321.27272727272725, + "FP": 0.45454545454545453, + "IoU": 0.0, + "TN": 174910.27272727274, + "TP": 0.0, + "n_pred": 0.45454545454545453, + "n_ref": 321.27272727272725 + }, + "12": { + "Dice": 0.0, + "FN": 0.0, + "FP": 26.818181818181817, + "IoU": 0.0, + "TN": 175205.18181818182, + "TP": 0.0, + "n_pred": 26.818181818181817, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.006793120411494648, + "FN": 619.2727272727273, + "FP": 676.8181818181819, + "IoU": 0.00344229169142993, + "TN": 173933.27272727274, + "TP": 2.6363636363636362, + "n_pred": 679.4545454545455, + "n_ref": 621.9090909090909 + }, + "14": { + "Dice": 0.4698092001029155, + "FN": 273.90909090909093, + "FP": 131.54545454545453, + "IoU": 0.4430567261767936, + "TN": 171672.54545454544, + "TP": 3154.0, + "n_pred": 3285.5454545454545, + "n_ref": 3427.909090909091 + }, + "15": { + "Dice": 0.18411659050087534, + "FN": 1666.4545454545455, + "FP": 131.8181818181818, + "IoU": 0.12718306319889433, + "TN": 172329.45454545456, + "TP": 1104.2727272727273, + "n_pred": 1236.090909090909, + "n_ref": 2770.7272727272725 + }, + "2": { + "Dice": 0.5536334815933623, + "FN": 2257.5454545454545, + "FP": 119.18181818181819, + "IoU": 0.45817199694294203, + "TN": 168974.0909090909, + "TP": 3881.181818181818, + "n_pred": 4000.3636363636365, + "n_ref": 6138.727272727273 + }, + "3": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1565.2727272727273, + "IoU": 0.0, + "TN": 173666.72727272726, + "TP": 0.0, + "n_pred": 1565.2727272727273, + "n_ref": 0.0 + }, + "4": { + "Dice": 0.05466237942122187, + "FN": 980.7272727272727, + "FP": 11.363636363636363, + "IoU": 0.02891156462585034, + "TN": 174179.63636363635, + "TP": 60.27272727272727, + "n_pred": 71.63636363636364, + "n_ref": 1041.0 + }, + "5": { + "Dice": 0.0817869235413003, + "FN": 3153.5454545454545, + "FP": 26.727272727272727, + "IoU": 0.04263703784789688, + "TN": 171910.0909090909, + "TP": 141.63636363636363, + "n_pred": 168.36363636363637, + "n_ref": 3295.181818181818 + }, + "6": { + "Dice": 0.554081033682464, + "FN": 4319.909090909091, + "FP": 3063.181818181818, + "IoU": 0.45580901086763637, + "TN": 161406.18181818182, + "TP": 6442.727272727273, + "n_pred": 9505.90909090909, + "n_ref": 10762.636363636364 + }, + "7": { + "Dice": 0.06069510588712129, + "FN": 3647.909090909091, + "FP": 2944.2727272727275, + "IoU": 0.03577614525473332, + "TN": 168095.27272727274, + "TP": 544.5454545454545, + "n_pred": 3488.818181818182, + "n_ref": 4192.454545454545 + }, + "8": { + "Dice": 0.5638394929766031, + "FN": 267.0, + "FP": 28.818181818181817, + "IoU": 0.4942864356806594, + "TN": 173365.72727272726, + "TP": 1570.4545454545455, + "n_pred": 1599.2727272727273, + "n_ref": 1837.4545454545455 + }, + "9": { + "Dice": 0.07290015847860538, + "FN": 728.8181818181819, + "FP": 245.45454545454547, + "IoU": 0.04092526690391459, + "TN": 174226.36363636365, + "TP": 31.363636363636363, + "n_pred": 276.8181818181818, + "n_ref": 760.1818181818181 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7604, + "IoU": 0.0, + "TN": 167628, + "TP": 0, + "n_pred": 7604, + "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": 3534, + "FP": 5, + "IoU": 0.0, + "TN": 171693, + "TP": 0, + "n_pred": 5, + "n_ref": 3534 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 132, + "IoU": 0.0, + "TN": 175100, + "TP": 0, + "n_pred": 132, + "n_ref": 0 + }, + "13": { + "Dice": 0.004246284501061571, + "FN": 934, + "FP": 4, + "IoU": 0.002127659574468085, + "TN": 174292, + "TP": 2, + "n_pred": 6, + "n_ref": 936 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.22474403591062692, + "FN": 14708, + "FP": 663, + "IoU": 0.12659810216489573, + "TN": 157633, + "TP": 2228, + "n_pred": 2891, + "n_ref": 16936 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12419, + "IoU": 0.0, + "TN": 162813, + "TP": 0, + "n_pred": 12419, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 175122, + "TP": 0, + "n_pred": 110, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7622377622377622, + "FN": 19145, + "FP": 1935, + "IoU": 0.615819209039548, + "TN": 120362, + "TP": 33790, + "n_pred": 35725, + "n_ref": 52935 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5446, + "IoU": 0.0, + "TN": 169786, + "TP": 0, + "n_pred": 5446, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 307, + "IoU": 0.0, + "TN": 174925, + "TP": 0, + "n_pred": 307, + "n_ref": 0 + }, + "9": { + "Dice": 0.21870047543581617, + "FN": 2465, + "FP": 0, + "IoU": 0.12277580071174377, + "TN": 172422, + "TP": 345, + "n_pred": 345, + "n_ref": 2810 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.11258955987717502, + "FN": 588, + "FP": 2880, + "IoU": 0.0596529284164859, + "TN": 171544, + "TP": 220, + "n_pred": 3100, + "n_ref": 808 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.02971931755641167, + "FN": 1489, + "FP": 274, + "IoU": 0.015083798882681564, + "TN": 173442, + "TP": 27, + "n_pred": 301, + "n_ref": 1516 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.10932475884244373, + "FN": 10788, + "FP": 15, + "IoU": 0.05782312925170068, + "TN": 163766, + "TP": 663, + "n_pred": 678, + "n_ref": 11451 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.846954711087975, + "FN": 1445, + "FP": 907, + "IoU": 0.7345372460496614, + "TN": 166372, + "TP": 6508, + "n_pred": 7415, + "n_ref": 7953 + }, + "7": { + "Dice": 0.0, + "FN": 16199, + "FP": 19829, + "IoU": 0.0, + "TN": 139204, + "TP": 0, + "n_pred": 19829, + "n_ref": 16199 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 239, + "IoU": 0.0, + "TN": 174993, + "TP": 0, + "n_pred": 239, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 426, + "IoU": 0.0, + "TN": 174806, + "TP": 0, + "n_pred": 426, + "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": 43, + "IoU": 0.0, + "TN": 175189, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 86, + "IoU": 0.0, + "TN": 175146, + "TP": 0, + "n_pred": 86, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 420, + "IoU": 0.0, + "TN": 174812, + "TP": 0, + "n_pred": 420, + "n_ref": 0 + }, + "10": { + "Dice": 0.03696527053212103, + "FN": 25837, + "FP": 7, + "IoU": 0.018830675778283977, + "TN": 148892, + "TP": 496, + "n_pred": 503, + "n_ref": 26333 + }, + "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": 147, + "IoU": 0.0, + "TN": 175085, + "TP": 0, + "n_pred": 147, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4389, + "FP": 0, + "IoU": 0.0, + "TN": 170843, + "TP": 0, + "n_pred": 0, + "n_ref": 4389 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 175183, + "TP": 0, + "n_pred": 49, + "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": 748, + "IoU": 0.0, + "TN": 174484, + "TP": 0, + "n_pred": 748, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.30019952245445325, + "FN": 21352, + "FP": 43, + "IoU": 0.17660868226600984, + "TN": 149248, + "TP": 4589, + "n_pred": 4632, + "n_ref": 25941 + }, + "7": { + "Dice": 0.30347552943560646, + "FN": 23927, + "FP": 3569, + "IoU": 0.1788807262736666, + "TN": 141746, + "TP": 5990, + "n_pred": 9559, + "n_ref": 29917 + }, + "8": { + "Dice": 0.7642276422764228, + "FN": 315, + "FP": 4, + "IoU": 0.618421052631579, + "TN": 174396, + "TP": 517, + "n_pred": 521, + "n_ref": 832 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 457, + "IoU": 0.0, + "TN": 174775, + "TP": 0, + "n_pred": 457, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 16, + "IoU": 0.0, + "TN": 175216, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 6741, + "IoU": 0.0, + "TN": 168491, + "TP": 0, + "n_pred": 6741, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 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": 0.0817869235413003, + "FN": 34689, + "FP": 294, + "IoU": 0.04263703784789688, + "TN": 138691, + "TP": 1558, + "n_pred": 1852, + "n_ref": 36247 + }, + "6": { + "Dice": 0.0037333524787306603, + "FN": 5247, + "FP": 22506, + "IoU": 0.0018701672361086136, + "TN": 147427, + "TP": 52, + "n_pred": 22558, + "n_ref": 5299 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 3060, + "IoU": 0.0, + "TN": 172171, + "TP": 0, + "n_pred": 3060, + "n_ref": 1 + }, + "8": { + "Dice": 0.9272908366533864, + "FN": 2622, + "FP": 6, + "IoU": 0.8644382544103992, + "TN": 155846, + "TP": 16758, + "n_pred": 16764, + "n_ref": 19380 + }, + "9": { + "Dice": 0.0, + "FN": 5552, + "FP": 2614, + "IoU": 0.0, + "TN": 167066, + "TP": 0, + "n_pred": 2614, + "n_ref": 5552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.939618400205831, + "FN": 3013, + "FP": 1446, + "IoU": 0.8861134523535872, + "TN": 136079, + "TP": 34694, + "n_pred": 36140, + "n_ref": 37707 + }, + "15": { + "Dice": 0.552349771502626, + "FN": 18331, + "FP": 1358, + "IoU": 0.381549189596683, + "TN": 143396, + "TP": 12147, + "n_pred": 13505, + "n_ref": 30478 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 175183, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 144, + "IoU": 0.0, + "TN": 175088, + "TP": 0, + "n_pred": 144, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.8825229272760978, + "FN": 10125, + "FP": 648, + "IoU": 0.7897458917209883, + "TN": 123994, + "TP": 40465, + "n_pred": 41113, + "n_ref": 50590 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3877, + "IoU": 0.0, + "TN": 171355, + "TP": 0, + "n_pred": 3877, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8572798201533985, + "FN": 330, + "FP": 8304, + "IoU": 0.7502097497468537, + "TN": 140667, + "TP": 25931, + "n_pred": 34235, + "n_ref": 26261 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 483, + "IoU": 0.0, + "TN": 174749, + "TP": 0, + "n_pred": 483, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.1648957884918874, + "FN": 2313.848484848485, + "FP": 1108.5393939393941, + "IoU": 0.12016785002853854, + "TN": 187015.99999999997, + "TP": 723.7939393939395, + "n_pred": 1832.3333333333333, + "n_ref": 3037.6424242424246 + }, + "mean": { + "1": { + "Dice": 0.20016163813693932, + "FN": 49.18181818181818, + "FP": 1416.090909090909, + "IoU": 0.14792351665681056, + "TN": 189073.63636363635, + "TP": 623.2727272727273, + "n_pred": 2039.3636363636363, + "n_ref": 672.4545454545455 + }, + "10": { + "Dice": 0.08148151843199683, + "FN": 4961.363636363636, + "FP": 812.6363636363636, + "IoU": 0.050663416303376056, + "TN": 184425.0909090909, + "TP": 963.0909090909091, + "n_pred": 1775.7272727272727, + "n_ref": 5924.454545454545 + }, + "11": { + "Dice": 0.0036348949919224557, + "FN": 219.54545454545453, + "FP": 7.2727272727272725, + "IoU": 0.0018240778273206323, + "TN": 190934.54545454544, + "TP": 0.8181818181818182, + "n_pred": 8.090909090909092, + "n_ref": 220.36363636363637 + }, + "12": { + "Dice": 0.0, + "FN": 1042.0, + "FP": 0.0, + "IoU": 0.0, + "TN": 190120.18181818182, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1042.0 + }, + "13": { + "Dice": 0.12070342208040008, + "FN": 2079.3636363636365, + "FP": 1752.1818181818182, + "IoU": 0.07977319244552704, + "TN": 186352.63636363635, + "TP": 978.0, + "n_pred": 2730.181818181818, + "n_ref": 3057.3636363636365 + }, + "14": { + "Dice": 0.01903995709305444, + "FN": 564.0, + "FP": 101.0909090909091, + "IoU": 0.00961147962637065, + "TN": 190490.63636363635, + "TP": 6.454545454545454, + "n_pred": 107.54545454545455, + "n_ref": 570.4545454545455 + }, + "15": { + "Dice": 0.49372351160443995, + "FN": 211.72727272727272, + "FP": 928.5454545454545, + "IoU": 0.3277774800364435, + "TN": 189465.9090909091, + "TP": 556.0, + "n_pred": 1484.5454545454545, + "n_ref": 767.7272727272727 + }, + "2": { + "Dice": 0.47244316002721753, + "FN": 756.2727272727273, + "FP": 528.0, + "IoU": 0.3908786907939917, + "TN": 188261.18181818182, + "TP": 1616.7272727272727, + "n_pred": 2144.7272727272725, + "n_ref": 2373.0 + }, + "3": { + "Dice": 0.0, + "FN": 11332.454545454546, + "FP": 0.9090909090909091, + "IoU": 0.0, + "TN": 179828.81818181818, + "TP": 0.0, + "n_pred": 0.9090909090909091, + "n_ref": 11332.454545454546 + }, + "4": { + "Dice": 0.0006116207951070336, + "FN": 621.9090909090909, + "FP": 584.0909090909091, + "IoU": 0.00030627871362940275, + "TN": 189954.9090909091, + "TP": 1.2727272727272727, + "n_pred": 585.3636363636364, + "n_ref": 623.1818181818181 + }, + "5": { + "Dice": 0.1360759493670886, + "FN": 699.8181818181819, + "FP": 17.363636363636363, + "IoU": 0.07875457875457875, + "TN": 190441.0909090909, + "TP": 3.909090909090909, + "n_pred": 21.272727272727273, + "n_ref": 703.7272727272727 + }, + "6": { + "Dice": 0.14536572907346468, + "FN": 810.9090909090909, + "FP": 4183.090909090909, + "IoU": 0.1112668162748132, + "TN": 184292.0909090909, + "TP": 1876.090909090909, + "n_pred": 6059.181818181818, + "n_ref": 2687.0 + }, + "7": { + "Dice": 0.08994948257856562, + "FN": 7149.545454545455, + "FP": 4504.818181818182, + "IoU": 0.056067917287691435, + "TN": 178269.18181818182, + "TP": 1238.6363636363637, + "n_pred": 5743.454545454545, + "n_ref": 8388.181818181818 + }, + "8": { + "Dice": 0.5244506985169125, + "FN": 2546.909090909091, + "FP": 760.9090909090909, + "IoU": 0.4261768153560917, + "TN": 185543.27272727274, + "TP": 2311.090909090909, + "n_pred": 3072.0, + "n_ref": 4858.0 + }, + "9": { + "Dice": 0.18579524468120234, + "FN": 1662.7272727272727, + "FP": 1031.090909090909, + "IoU": 0.12149349035143357, + "TN": 187786.81818181818, + "TP": 681.5454545454545, + "n_pred": 1712.6363636363637, + "n_ref": 2344.2727272727275 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 236, + "IoU": 0.0, + "TN": 174996, + "TP": 0, + "n_pred": 236, + "n_ref": 0 + }, + "10": { + "Dice": 0.11931630700191381, + "FN": 6952, + "FP": 6393, + "IoU": 0.06344304863499194, + "TN": 160983, + "TP": 904, + "n_pred": 7297, + "n_ref": 7856 + }, + "11": { + "Dice": 0.007269789983844911, + "FN": 2415, + "FP": 43, + "IoU": 0.0036481556546412645, + "TN": 172765, + "TP": 9, + "n_pred": 52, + "n_ref": 2424 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.16342774884626785, + "FN": 10883, + "FP": 8876, + "IoU": 0.0889851998709023, + "TN": 153543, + "TP": 1930, + "n_pred": 10806, + "n_ref": 12813 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7945351312987935, + "FN": 2827, + "FP": 647, + "IoU": 0.6591109802767148, + "TN": 165041, + "TP": 6717, + "n_pred": 7364, + "n_ref": 9544 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 175222, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "4": { + "Dice": 0.0030581039755351682, + "FN": 6841, + "FP": 2287, + "IoU": 0.0015313935681470138, + "TN": 166090, + "TP": 14, + "n_pred": 2301, + "n_ref": 6855 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8030723527342376, + "FN": 8591, + "FP": 1485, + "IoU": 0.6709447764605989, + "TN": 144611, + "TP": 20545, + "n_pred": 22030, + "n_ref": 29136 + }, + "7": { + "Dice": 0.018718209562563582, + "FN": 1893, + "FP": 2930, + "IoU": 0.00944752515917026, + "TN": 170363, + "TP": 46, + "n_pred": 2976, + "n_ref": 1939 + }, + "8": { + "Dice": 0.29422066549912435, + "FN": 0, + "FP": 403, + "IoU": 0.17248459958932238, + "TN": 174745, + "TP": 84, + "n_pred": 487, + "n_ref": 84 + }, + "9": { + "Dice": 0.41719989761965703, + "FN": 6128, + "FP": 703, + "IoU": 0.26358344113842175, + "TN": 165956, + "TP": 2445, + "n_pred": 3148, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 70, + "IoU": 0.0, + "TN": 175162, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 35, + "FP": 0, + "IoU": 0.0, + "TN": 175197, + "TP": 0, + "n_pred": 0, + "n_ref": 35 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.358974358974359, + "FN": 300, + "FP": 0, + "IoU": 0.21875, + "TN": 174848, + "TP": 84, + "n_pred": 84, + "n_ref": 384 + }, + "7": { + "Dice": 0.11901177965282476, + "FN": 63785, + "FP": 10, + "IoU": 0.06327087983084694, + "TN": 107128, + "TP": 4309, + "n_pred": 4319, + "n_ref": 68094 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4592479745170002, + "FN": 385, + "FP": 15233, + "IoU": 0.29806741573033707, + "TN": 152982, + "TP": 6632, + "n_pred": 21865, + "n_ref": 7017 + }, + "10": { + "Dice": 0.0, + "FN": 3409, + "FP": 0, + "IoU": 0.0, + "TN": 171823, + "TP": 0, + "n_pred": 0, + "n_ref": 3409 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3942, + "FP": 0, + "IoU": 0.0, + "TN": 171290, + "TP": 0, + "n_pred": 0, + "n_ref": 3942 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1904, + "IoU": 0.0, + "TN": 173328, + "TP": 0, + "n_pred": 1904, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2056, + "IoU": 0.0, + "TN": 173176, + "TP": 0, + "n_pred": 2056, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 35578, + "FP": 0, + "IoU": 0.0, + "TN": 139654, + "TP": 0, + "n_pred": 0, + "n_ref": 35578 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 639, + "IoU": 0.0, + "TN": 174593, + "TP": 0, + "n_pred": 639, + "n_ref": 0 + }, + "5": { + "Dice": 0.2721518987341772, + "FN": 39, + "FP": 191, + "IoU": 0.1575091575091575, + "TN": 174959, + "TP": 43, + "n_pred": 234, + "n_ref": 82 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5386, + "IoU": 0.0, + "TN": 169846, + "TP": 0, + "n_pred": 5386, + "n_ref": 0 + }, + "7": { + "Dice": 0.47429100828658194, + "FN": 7050, + "FP": 13378, + "IoU": 0.3108659717302567, + "TN": 145589, + "TP": 9215, + "n_pred": 22593, + "n_ref": 16265 + }, + "8": { + "Dice": 0.9332182138969181, + "FN": 1767, + "FP": 12, + "IoU": 0.8747976634527412, + "TN": 161023, + "TP": 12430, + "n_pred": 12442, + "n_ref": 14197 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.45105432202206397, + "FN": 21609, + "FP": 1977, + "IoU": 0.29120086548864044, + "TN": 141956, + "TP": 9690, + "n_pred": 11667, + "n_ref": 31299 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5607927836361326, + "FN": 11990, + "FP": 1838, + "IoU": 0.3896539548022599, + "TN": 152576, + "TP": 8828, + "n_pred": 10666, + "n_ref": 20818 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7309155241043785, + "FN": 5185, + "FP": 899, + "IoU": 0.5759392207430125, + "TN": 160885, + "TP": 8263, + "n_pred": 9162, + "n_ref": 13448 + }, + "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": 673, + "IoU": 0.0, + "TN": 174559, + "TP": 0, + "n_pred": 673, + "n_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": 4308, + "IoU": 0.0, + "TN": 170924, + "TP": 0, + "n_pred": 4308, + "n_ref": 0 + }, + "7": { + "Dice": 0.017625380547989105, + "FN": 5895, + "FP": 236, + "IoU": 0.008891044293566117, + "TN": 169046, + "TP": 55, + "n_pred": 291, + "n_ref": 5950 + }, + "8": { + "Dice": 0.5208020885407988, + "FN": 844, + "FP": 7783, + "IoU": 0.3520841156590312, + "TN": 161917, + "TP": 4688, + "n_pred": 12471, + "n_ref": 5532 + }, + "9": { + "Dice": 0.5117763257863547, + "FN": 9107, + "FP": 532, + "IoU": 0.3438840106187462, + "TN": 160541, + "TP": 5052, + "n_pred": 5584, + "n_ref": 14159 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0212.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": 569, + "IoU": 0.0, + "TN": 174663, + "TP": 0, + "n_pred": 569, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 175195, + "TP": 0, + "n_pred": 37, + "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": 5464, + "IoU": 0.0, + "TN": 169768, + "TP": 0, + "n_pred": 5464, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2756, + "IoU": 0.0, + "TN": 172476, + "TP": 0, + "n_pred": 2756, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 7659, + "FP": 0, + "IoU": 0.0, + "TN": 167573, + "TP": 0, + "n_pred": 0, + "n_ref": 7659 + }, + "6": { + "Dice": 0.0008791208791208791, + "FN": 29, + "FP": 18155, + "IoU": 0.00043975373790677223, + "TN": 157040, + "TP": 8, + "n_pred": 18163, + "n_ref": 37 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1068, + "IoU": 0.0, + "TN": 174164, + "TP": 0, + "n_pred": 1068, + "n_ref": 0 + }, + "8": { + "Dice": 0.044423601637107776, + "FN": 22383, + "FP": 31, + "IoU": 0.022716372356660127, + "TN": 152297, + "TP": 521, + "n_pred": 552, + "n_ref": 22904 + }, + "9": { + "Dice": 0.0, + "FN": 3055, + "FP": 4884, + "IoU": 0.0, + "TN": 167293, + "TP": 0, + "n_pred": 4884, + "n_ref": 3055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 175196, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8367651447329155, + "FN": 307, + "FP": 787, + "IoU": 0.7193432529502309, + "TN": 171334, + "TP": 2804, + "n_pred": 3591, + "n_ref": 3111 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 3735, + "IoU": 0.0, + "TN": 171497, + "TP": 0, + "n_pred": 3735, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 17353, + "FP": 0, + "IoU": 0.0, + "TN": 333111, + "TP": 0, + "n_pred": 0, + "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": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 16667, + "FP": 0, + "IoU": 0.0, + "TN": 333797, + "TP": 0, + "n_pred": 0, + "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": 10793, + "IoU": 0.0, + "TN": 339671, + "TP": 0, + "n_pred": 10793, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 22, + "FP": 0, + "IoU": 0.0, + "TN": 350442, + "TP": 0, + "n_pred": 0, + "n_ref": 22 + }, + "8": { + "Dice": 0.8295889230106136, + "FN": 3022, + "FP": 141, + "IoU": 0.708801325722703, + "TN": 339602, + "TP": 7699, + "n_pred": 7840, + "n_ref": 10721 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4599, + "IoU": 0.0, + "TN": 345865, + "TP": 0, + "n_pred": 4599, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7417218543046358, + "FN": 156, + "FP": 0, + "IoU": 0.5894736842105263, + "TN": 174852, + "TP": 224, + "n_pred": 224, + "n_ref": 380 + }, + "10": { + "Dice": 0.0, + "FN": 5217, + "FP": 0, + "IoU": 0.0, + "TN": 170015, + "TP": 0, + "n_pred": 0, + "n_ref": 5217 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1426, + "FP": 0, + "IoU": 0.0, + "TN": 173806, + "TP": 0, + "n_pred": 0, + "n_ref": 1426 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1191, + "IoU": 0.0, + "TN": 174041, + "TP": 0, + "n_pred": 1191, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1419, + "IoU": 0.0, + "TN": 173813, + "TP": 0, + "n_pred": 1419, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 72412, + "FP": 0, + "IoU": 0.0, + "TN": 102820, + "TP": 0, + "n_pred": 0, + "n_ref": 72412 + }, + "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": 0.0, + "FN": 0, + "FP": 2152, + "IoU": 0.0, + "TN": 173080, + "TP": 0, + "n_pred": 2152, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 31931, + "IoU": 0.0, + "TN": 143301, + "TP": 0, + "n_pred": 31931, + "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": 624, + "IoU": 0.0, + "TN": 174608, + "TP": 0, + "n_pred": 624, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.01903995709305444, + "FN": 6204, + "FP": 1112, + "IoU": 0.00961147962637065, + "TN": 167845, + "TP": 71, + "n_pred": 1183, + "n_ref": 6275 + }, + "15": { + "Dice": 0.49372351160443995, + "FN": 2329, + "FP": 10214, + "IoU": 0.3277774800364435, + "TN": 156573, + "TP": 6116, + "n_pred": 16330, + "n_ref": 8445 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": NaN, + "FN": 1714.351515151515, + "FP": 1434.369696969697, + "IoU": NaN, + "TN": 185918.29696969697, + "TP": 2095.163636363636, + "n_pred": 3529.5333333333333, + "n_ref": 3809.5151515151524 + }, + "mean": { + "1": { + "Dice": 0.06784389756199714, + "FN": 9534.272727272728, + "FP": 624.8181818181819, + "IoU": 0.03924733283832897, + "TN": 179177.0909090909, + "TP": 1826.0, + "n_pred": 2450.818181818182, + "n_ref": 11360.272727272728 + }, + "10": { + "Dice": 0.4370383831871872, + "FN": 1947.090909090909, + "FP": 1416.6363636363637, + "IoU": 0.3318543870059058, + "TN": 184153.72727272726, + "TP": 3644.7272727272725, + "n_pred": 5061.363636363636, + "n_ref": 5591.818181818182 + }, + "11": { + "Dice": 0.07283586895274893, + "FN": 188.0909090909091, + "FP": 56.36363636363637, + "IoU": 0.04008001198735551, + "TN": 190908.54545454544, + "TP": 9.181818181818182, + "n_pred": 65.54545454545455, + "n_ref": 197.27272727272728 + }, + "12": { + "Dice": 0.0, + "FN": 6.818181818181818, + "FP": 11.0, + "IoU": 0.0, + "TN": 191144.36363636365, + "TP": 0.0, + "n_pred": 11.0, + "n_ref": 6.818181818181818 + }, + "13": { + "Dice": 0.19274012008173022, + "FN": 1951.2727272727273, + "FP": 601.6363636363636, + "IoU": 0.11901277059085288, + "TN": 188087.45454545456, + "TP": 521.8181818181819, + "n_pred": 1123.4545454545455, + "n_ref": 2473.090909090909 + }, + "14": { + "Dice": 0.5417171255447292, + "FN": 611.2727272727273, + "FP": 1036.5454545454545, + "IoU": 0.45895261180336416, + "TN": 185068.27272727274, + "TP": 4446.090909090909, + "n_pred": 5482.636363636364, + "n_ref": 5057.363636363636 + }, + "15": { + "Dice": 0.18938518890957434, + "FN": 930.7272727272727, + "FP": 2655.0, + "IoU": 0.13226659580391265, + "TN": 185676.0, + "TP": 1900.4545454545455, + "n_pred": 4555.454545454545, + "n_ref": 2831.181818181818 + }, + "2": { + "Dice": 0.28405873766688944, + "FN": 1079.7272727272727, + "FP": 1309.8181818181818, + "IoU": 0.21820668851530284, + "TN": 186497.81818181818, + "TP": 2274.818181818182, + "n_pred": 3584.6363636363635, + "n_ref": 3354.5454545454545 + }, + "3": { + "Dice": 0.0, + "FN": 0.0, + "FP": 397.27272727272725, + "IoU": 0.0, + "TN": 190764.9090909091, + "TP": 0.0, + "n_pred": 397.27272727272725, + "n_ref": 0.0 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 41.63636363636363, + "IoU": 0.0, + "TN": 191120.54545454544, + "TP": 0.0, + "n_pred": 41.63636363636363, + "n_ref": 0.0 + }, + "5": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 191162.18181818182, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.431571227892194, + "FN": 1461.3636363636363, + "FP": 11146.636363636364, + "IoU": 0.38370423914302637, + "TN": 169725.18181818182, + "TP": 8829.0, + "n_pred": 19975.636363636364, + "n_ref": 10290.363636363636 + }, + "7": { + "Dice": 0.20241043895310898, + "FN": 7358.636363636364, + "FP": 1536.4545454545455, + "IoU": 0.14649506904429432, + "TN": 175538.72727272726, + "TP": 6728.363636363636, + "n_pred": 8264.818181818182, + "n_ref": 14087.0 + }, + "8": { + "Dice": 0.5035255329895423, + "FN": 73.63636363636364, + "FP": 228.63636363636363, + "IoU": 0.4354753020653838, + "TN": 190293.0909090909, + "TP": 566.8181818181819, + "n_pred": 795.4545454545455, + "n_ref": 640.4545454545455 + }, + "9": { + "Dice": 0.2618725546101942, + "FN": 572.3636363636364, + "FP": 453.09090909090907, + "IoU": 0.19469091774308303, + "TN": 189456.54545454544, + "TP": 680.1818181818181, + "n_pred": 1133.2727272727273, + "n_ref": 1252.5454545454545 + } + }, + "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": 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": 0.7539834289356278, + "FN": 272, + "FP": 5904, + "IoU": 0.6051150895140665, + "TN": 159592, + "TP": 9464, + "n_pred": 15368, + "n_ref": 9736 + }, + "15": { + "Dice": 0.568155566728723, + "FN": 10238, + "FP": 21541, + "IoU": 0.39679978741173794, + "TN": 122548, + "TP": 20905, + "n_pred": 42446, + "n_ref": 31143 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 284, + "IoU": 0.0, + "TN": 174948, + "TP": 0, + "n_pred": 284, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3073, + "IoU": 0.0, + "TN": 172159, + "TP": 0, + "n_pred": 3073, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 155, + "IoU": 0.0, + "TN": 175077, + "TP": 0, + "n_pred": 155, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 175181, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.5791407123462705, + "FN": 6403, + "FP": 6772, + "IoU": 0.40759892086330934, + "TN": 152992, + "TP": 9065, + "n_pred": 15837, + "n_ref": 15468 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.359364201796821, + "FN": 1753, + "FP": 3809, + "IoU": 0.21903959561920808, + "TN": 168110, + "TP": 1560, + "n_pred": 5369, + "n_ref": 3313 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 24, + "IoU": 0.0, + "TN": 175208, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9187108237500617, + "FN": 613, + "FP": 1034, + "IoU": 0.8496439656746394, + "TN": 164278, + "TP": 9307, + "n_pred": 10341, + "n_ref": 9920 + }, + "7": { + "Dice": 0.7131567286820836, + "FN": 51088, + "FP": 53, + "IoU": 0.5541908207296343, + "TN": 60517, + "TP": 63574, + "n_pred": 63627, + "n_ref": 114662 + }, + "8": { + "Dice": 0.898989898989899, + "FN": 8, + "FP": 12, + "IoU": 0.8165137614678899, + "TN": 175123, + "TP": 89, + "n_pred": 101, + "n_ref": 97 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 669, + "IoU": 0.0, + "TN": 174563, + "TP": 0, + "n_pred": 669, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 330, + "IoU": 0.0, + "TN": 174902, + "TP": 0, + "n_pred": 330, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2637, + "IoU": 0.0, + "TN": 172595, + "TP": 0, + "n_pred": 2637, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.601599600099975, + "FN": 11519, + "FP": 4421, + "IoU": 0.43020554066130473, + "TN": 147257, + "TP": 12035, + "n_pred": 16456, + "n_ref": 23554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.007361719060883406, + "FN": 7985, + "FP": 1993, + "IoU": 0.003694458312531203, + "TN": 165217, + "TP": 37, + "n_pred": 2030, + "n_ref": 8022 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 111, + "IoU": 0.0, + "TN": 175121, + "TP": 0, + "n_pred": 111, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9195646910402304, + "FN": 6960, + "FP": 5664, + "IoU": 0.8511057380432859, + "TN": 90447, + "TP": 72161, + "n_pred": 77825, + "n_ref": 79121 + }, + "7": { + "Dice": 0.02637538297588917, + "FN": 7309, + "FP": 0, + "IoU": 0.013363930885529158, + "TN": 167824, + "TP": 99, + "n_pred": 99, + "n_ref": 7408 + }, + "8": { + "Dice": 0.8339740069558851, + "FN": 770, + "FP": 137, + "IoU": 0.7152276295133438, + "TN": 172047, + "TP": 2278, + "n_pred": 2415, + "n_ref": 3048 + }, + "9": { + "Dice": 0.6441786421134154, + "FN": 3952, + "FP": 183, + "IoU": 0.4751205889819751, + "TN": 167354, + "TP": 3743, + "n_pred": 3926, + "n_ref": 7695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2713755902479886, + "FN": 104877, + "FP": 2982, + "IoU": 0.1569893313533159, + "TN": 47287, + "TP": 20086, + "n_pred": 23068, + "n_ref": 124963 + }, + "10": { + "Dice": 0.6034682080924856, + "FN": 200, + "FP": 486, + "IoU": 0.43211920529801323, + "TN": 174024, + "TP": 522, + "n_pred": 1008, + "n_ref": 722 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 8083, + "IoU": 0.0, + "TN": 167149, + "TP": 0, + "n_pred": 8083, + "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": 323, + "IoU": 0.0, + "TN": 174909, + "TP": 0, + "n_pred": 323, + "n_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": 113717, + "IoU": 0.0, + "TN": 61515, + "TP": 0, + "n_pred": 113717, + "n_ref": 0 + }, + "7": { + "Dice": 0.4749305220606812, + "FN": 22548, + "FP": 313, + "IoU": 0.3114156626506024, + "TN": 142032, + "TP": 10339, + "n_pred": 10652, + "n_ref": 32887 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2925, + "IoU": 0.0, + "TN": 172307, + "TP": 0, + "n_pred": 2925, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.87116794769856, + "FN": 6452, + "FP": 5214, + "IoU": 0.7717427458960261, + "TN": 124123, + "TP": 39443, + "n_pred": 44657, + "n_ref": 45895 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4591, + "IoU": 0.0, + "TN": 170641, + "TP": 0, + "n_pred": 4591, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5968, + "IoU": 0.0, + "TN": 169264, + "TP": 0, + "n_pred": 5968, + "n_ref": 0 + }, + "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": 0.0, + "FN": 0, + "FP": 175, + "IoU": 0.0, + "TN": 175057, + "TP": 0, + "n_pred": 175, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 16453, + "IoU": 0.0, + "TN": 158779, + "TP": 0, + "n_pred": 16453, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 98, + "IoU": 0.0, + "TN": 175134, + "TP": 0, + "n_pred": 98, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0180.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": 0.838021778584392, + "FN": 3296, + "FP": 3844, + "IoU": 0.7212026552128075, + "TN": 324854, + "TP": 18470, + "n_pred": 22314, + "n_ref": 21766 + }, + "11": { + "Dice": 0.19801980198019803, + "FN": 66, + "FP": 582, + "IoU": 0.10989010989010989, + "TN": 349736, + "TP": 80, + "n_pred": 662, + "n_ref": 146 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 121, + "IoU": 0.0, + "TN": 350343, + "TP": 0, + "n_pred": 121, + "n_ref": 0 + }, + "13": { + "Dice": 0.4042345594692165, + "FN": 11726, + "FP": 486, + "IoU": 0.25331702843167225, + "TN": 334109, + "TP": 4143, + "n_pred": 4629, + "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": 0.3302180685358255, + "FN": 214, + "FP": 1, + "IoU": 0.19776119402985073, + "TN": 350196, + "TP": 53, + "n_pred": 54, + "n_ref": 267 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 229, + "IoU": 0.0, + "TN": 350235, + "TP": 0, + "n_pred": 229, + "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": 31, + "IoU": 0.0, + "TN": 350433, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "8": { + "Dice": 0.7846637590019272, + "FN": 32, + "FP": 2091, + "IoU": 0.6456351193456852, + "TN": 344473, + "TP": 3868, + "n_pred": 5959, + "n_ref": 3900 + }, + "9": { + "Dice": 0.6651841309375556, + "FN": 2344, + "FP": 1420, + "IoU": 0.49833399973343995, + "TN": 342961, + "TP": 3739, + "n_pred": 5159, + "n_ref": 6083 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 945, + "IoU": 0.0, + "TN": 174287, + "TP": 0, + "n_pred": 945, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.02048780487804878, + "FN": 2003, + "FP": 5, + "IoU": 0.010349926071956629, + "TN": 173203, + "TP": 21, + "n_pred": 26, + "n_ref": 2024 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8060168821317323, + "FN": 11663, + "FP": 356, + "IoU": 0.6750655600313606, + "TN": 138243, + "TP": 24970, + "n_pred": 25326, + "n_ref": 36633 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4052, + "IoU": 0.0, + "TN": 171180, + "TP": 0, + "n_pred": 4052, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.751151852562872, + "FN": 8502, + "FP": 1868, + "IoU": 0.6014757311402329, + "TN": 149211, + "TP": 15651, + "n_pred": 17519, + "n_ref": 24153 + }, + "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": 177, + "IoU": 0.0, + "TN": 175055, + "TP": 0, + "n_pred": 177, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0350.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.3027210057017277, + "FN": 1075.0933333333335, + "FP": 475.32, + "IoU": 0.24512820448271108, + "TN": 188792.63999999998, + "TP": 2412.146666666667, + "n_pred": 2887.466666666667, + "n_ref": 3487.2400000000002 + }, + "mean": { + "1": { + "Dice": 0.003005747476593757, + "FN": 64.8, + "FP": 1681.9, + "IoU": 0.0015096803149927576, + "TN": 191001.1, + "TP": 7.4, + "n_pred": 1689.3, + "n_ref": 72.2 + }, + "10": { + "Dice": 0.2817693787156574, + "FN": 489.5, + "FP": 1794.2, + "IoU": 0.22794694693378573, + "TN": 189277.1, + "TP": 1194.4, + "n_pred": 2988.6, + "n_ref": 1683.9 + }, + "11": { + "Dice": 0.3422459893048128, + "FN": 144.9, + "FP": 24.7, + "IoU": 0.2601626016260163, + "TN": 192470.4, + "TP": 115.2, + "n_pred": 139.9, + "n_ref": 260.1 + }, + "12": { + "Dice": 0.21251348435814454, + "FN": 18.2, + "FP": 21.8, + "IoU": 0.1559778305621536, + "TN": 192695.5, + "TP": 19.7, + "n_pred": 41.5, + "n_ref": 37.9 + }, + "13": { + "Dice": 0.3912974985114337, + "FN": 2544.8, + "FP": 321.0, + "IoU": 0.2731439963343064, + "TN": 188688.6, + "TP": 1200.8, + "n_pred": 1521.8, + "n_ref": 3745.6 + }, + "14": { + "Dice": 0.7332449720509422, + "FN": 4160.0, + "FP": 6.1, + "IoU": 0.5788372304612865, + "TN": 182863.3, + "TP": 5725.8, + "n_pred": 5731.9, + "n_ref": 9885.8 + }, + "15": { + "Dice": 0.0, + "FN": 227.3, + "FP": 0.0, + "IoU": 0.0, + "TN": 192527.9, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 227.3 + }, + "2": { + "Dice": 0.4823131315428557, + "FN": 39.5, + "FP": 318.5, + "IoU": 0.4658705297355835, + "TN": 190834.3, + "TP": 1562.9, + "n_pred": 1881.4, + "n_ref": 1602.4 + }, + "3": { + "Dice": 0.06315042573320719, + "FN": 0.0, + "FP": 374.2, + "IoU": 0.03370361019944459, + "TN": 192354.3, + "TP": 26.7, + "n_pred": 400.9, + "n_ref": 26.7 + }, + "4": { + "Dice": 0.08138334279078747, + "FN": 396.9, + "FP": 246.3, + "IoU": 0.04578249418689573, + "TN": 192053.9, + "TP": 58.1, + "n_pred": 304.4, + "n_ref": 455.0 + }, + "5": { + "Dice": 0.06986899563318777, + "FN": 20.7, + "FP": 0.6, + "IoU": 0.03619909502262444, + "TN": 192733.1, + "TP": 0.8, + "n_pred": 1.4, + "n_ref": 21.5 + }, + "6": { + "Dice": 0.5717311158953147, + "FN": 5249.6, + "FP": 475.0, + "IoU": 0.5029811947976562, + "TN": 167087.4, + "TP": 19943.2, + "n_pred": 20418.2, + "n_ref": 25192.8 + }, + "7": { + "Dice": 0.06685205004714216, + "FN": 604.8, + "FP": 587.6, + "IoU": 0.03761172801543973, + "TN": 191484.9, + "TP": 77.9, + "n_pred": 665.5, + "n_ref": 682.7 + }, + "8": { + "Dice": 0.512944051682769, + "FN": 1476.0, + "FP": 392.1, + "IoU": 0.47364254499515795, + "TN": 187325.6, + "TP": 3561.5, + "n_pred": 3953.6, + "n_ref": 5037.5 + }, + "9": { + "Dice": 0.7284949017830668, + "FN": 689.4, + "FP": 885.8, + "IoU": 0.5835535840553223, + "TN": 188492.2, + "TP": 2687.8, + "n_pred": 3573.6, + "n_ref": 3377.2 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 659, + "IoU": 0.0, + "TN": 174573, + "TP": 0, + "n_pred": 659, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2378, + "IoU": 0.0, + "TN": 172854, + "TP": 0, + "n_pred": 2378, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.26256281407035176, + "FN": 1170, + "FP": 4, + "IoU": 0.15112075198843095, + "TN": 173849, + "TP": 209, + "n_pred": 213, + "n_ref": 1379 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8752029503177622, + "FN": 20777, + "FP": 745, + "IoU": 0.7780985472579365, + "TN": 78243, + "TP": 75467, + "n_pred": 76212, + "n_ref": 96244 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3102, + "IoU": 0.0, + "TN": 172130, + "TP": 0, + "n_pred": 3102, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 543, + "FP": 0, + "IoU": 0.0, + "TN": 174689, + "TP": 0, + "n_pred": 0, + "n_ref": 543 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3178, + "IoU": 0.0, + "TN": 172054, + "TP": 0, + "n_pred": 3178, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 634, + "FP": 0, + "IoU": 0.0, + "TN": 174598, + "TP": 0, + "n_pred": 0, + "n_ref": 634 + }, + "12": { + "Dice": 0.6375404530744336, + "FN": 182, + "FP": 42, + "IoU": 0.4679334916864608, + "TN": 174811, + "TP": 197, + "n_pred": 239, + "n_ref": 379 + }, + "13": { + "Dice": 0.425, + "FN": 6, + "FP": 546, + "IoU": 0.2698412698412698, + "TN": 174476, + "TP": 204, + "n_pred": 750, + "n_ref": 210 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 95, + "IoU": 0.0, + "TN": 175137, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "3": { + "Dice": 0.12630085146641437, + "FN": 0, + "FP": 3694, + "IoU": 0.06740722039888918, + "TN": 171271, + "TP": 267, + "n_pred": 3961, + "n_ref": 267 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.06986899563318777, + "FN": 207, + "FP": 6, + "IoU": 0.03619909502262444, + "TN": 175011, + "TP": 8, + "n_pred": 14, + "n_ref": 215 + }, + "6": { + "Dice": 0.01103665746945211, + "FN": 7079, + "FP": 448, + "IoU": 0.005548949663099485, + "TN": 167663, + "TP": 42, + "n_pred": 490, + "n_ref": 7121 + }, + "7": { + "Dice": 0.24142394822006472, + "FN": 4688, + "FP": 0, + "IoU": 0.13728376886271623, + "TN": 169798, + "TP": 746, + "n_pred": 746, + "n_ref": 5434 + }, + "8": { + "Dice": 0.9524107446446787, + "FN": 1996, + "FP": 1503, + "IoU": 0.9091452014956377, + "TN": 136720, + "TP": 35013, + "n_pred": 36516, + "n_ref": 37009 + }, + "9": { + "Dice": 0.6334923295088307, + "FN": 1861, + "FP": 3825, + "IoU": 0.46358490566037736, + "TN": 164632, + "TP": 4914, + "n_pred": 8739, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.7332449720509422, + "FN": 41600, + "FP": 61, + "IoU": 0.5788372304612865, + "TN": 76313, + "TP": 57258, + "n_pred": 57319, + "n_ref": 98858 + }, + "15": { + "Dice": 0.0, + "FN": 2273, + "FP": 0, + "IoU": 0.0, + "TN": 172959, + "TP": 0, + "n_pred": 0, + "n_ref": 2273 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 26, + "IoU": 0.0, + "TN": 175206, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.052327604202908634, + "FN": 3303, + "FP": 10316, + "IoU": 0.026866738120757412, + "TN": 161237, + "TP": 376, + "n_pred": 10692, + "n_ref": 3679 + }, + "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": 111, + "IoU": 0.0, + "TN": 175121, + "TP": 0, + "n_pred": 111, + "n_ref": 0 + }, + "13": { + "Dice": 0.07092123396586451, + "FN": 16872, + "FP": 656, + "IoU": 0.03676430180799033, + "TN": 157035, + "TP": 669, + "n_pred": 1325, + "n_ref": 17541 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.14435389988358557, + "FN": 2315, + "FP": 2095, + "IoU": 0.07779171894604768, + "TN": 170450, + "TP": 372, + "n_pred": 2467, + "n_ref": 2687 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.171900826446281, + "FN": 464, + "FP": 37, + "IoU": 0.09403254972875226, + "TN": 174679, + "TP": 52, + "n_pred": 89, + "n_ref": 516 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1660, + "IoU": 0.0, + "TN": 173572, + "TP": 0, + "n_pred": 1660, + "n_ref": 0 + }, + "8": { + "Dice": 0.07347735872085927, + "FN": 12764, + "FP": 2418, + "IoU": 0.038139888494678156, + "TN": 159448, + "TP": 602, + "n_pred": 3020, + "n_ref": 13366 + }, + "9": { + "Dice": 0.6826636904761905, + "FN": 2000, + "FP": 3118, + "IoU": 0.5182151934481785, + "TN": 164609, + "TP": 5505, + "n_pred": 8623, + "n_ref": 7505 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.7929805319440636, + "FN": 1592, + "FP": 4448, + "IoU": 0.6569741026805997, + "TN": 157624, + "TP": 11568, + "n_pred": 16016, + "n_ref": 13160 + }, + "11": { + "Dice": 0.6844919786096256, + "FN": 815, + "FP": 247, + "IoU": 0.5203252032520326, + "TN": 173018, + "TP": 1152, + "n_pred": 1399, + "n_ref": 1967 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 175167, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "13": { + "Dice": 0.6779712615684365, + "FN": 8570, + "FP": 2008, + "IoU": 0.5128264173536591, + "TN": 153519, + "TP": 11135, + "n_pred": 13143, + "n_ref": 19705 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9709223553934341, + "FN": 171, + "FP": 387, + "IoU": 0.9434879481466477, + "TN": 165358, + "TP": 9316, + "n_pred": 9703, + "n_ref": 9487 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 484, + "FP": 333, + "IoU": 0.0, + "TN": 174415, + "TP": 0, + "n_pred": 333, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9021360264545536, + "FN": 5555, + "FP": 2110, + "IoU": 0.821719309671117, + "TN": 132238, + "TP": 35329, + "n_pred": 37439, + "n_ref": 40884 + }, + "7": { + "Dice": 0.025984251968503937, + "FN": 1360, + "FP": 1114, + "IoU": 0.01316314319904268, + "TN": 172725, + "TP": 33, + "n_pred": 1147, + "n_ref": 1393 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.869328685364179, + "FN": 3033, + "FP": 1915, + "IoU": 0.7688606530574111, + "TN": 153825, + "TP": 16459, + "n_pred": 18374, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.009017242429781271, + "FN": 105, + "FP": 16160, + "IoU": 0.0045290409449782725, + "TN": 334125, + "TP": 74, + "n_pred": 16234, + "n_ref": 179 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.9583301707779887, + "FN": 224, + "FP": 325, + "IoU": 0.9199941707956864, + "TN": 343602, + "TP": 6313, + "n_pred": 6638, + "n_ref": 6537 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 350416, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "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": 0.8983791187885245, + "FN": 18621, + "FP": 1410, + "IoU": 0.8155066176673759, + "TN": 241891, + "TP": 88542, + "n_pred": 89952, + "n_ref": 107163 + }, + "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_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0374.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 1683.2756363636363, + "FP": 900.1427878787879, + "IoU": NaN, + "TN": 190488.3183030303, + "TP": 1595.085090909091, + "n_pred": 2495.2278787878786, + "n_ref": 3278.3607272727277 + }, + "mean": { + "1": { + "Dice": 0.12797418676649258, + "FN": 2492.432727272727, + "FP": 947.7072727272728, + "IoU": 0.10065806156597645, + "TN": 189088.65636363634, + "TP": 2138.0254545454545, + "n_pred": 3085.732727272727, + "n_ref": 4630.458181818182 + }, + "10": { + "Dice": 0.17009614462074038, + "FN": 2072.7181818181816, + "FP": 908.24, + "IoU": 0.12735919092327525, + "TN": 190512.3290909091, + "TP": 1173.5345454545454, + "n_pred": 2081.774545454545, + "n_ref": 3246.252727272727 + }, + "11": { + "Dice": 0.08374335064989684, + "FN": 174.76181818181817, + "FP": 18.212727272727275, + "IoU": 0.06041333828813848, + "TN": 194448.80727272728, + "TP": 25.04, + "n_pred": 43.25272727272728, + "n_ref": 199.8018181818182 + }, + "12": { + "Dice": 0.04250269687162891, + "FN": 214.00363636363636, + "FP": 12.069090909090908, + "IoU": 0.031195566112430722, + "TN": 194436.8090909091, + "TP": 3.94, + "n_pred": 16.009090909090908, + "n_ref": 217.94363636363636 + }, + "13": { + "Dice": 0.15468506104219598, + "FN": 1776.36, + "FP": 766.5818181818181, + "IoU": 0.10189694239551823, + "TN": 191534.8290909091, + "TP": 589.050909090909, + "n_pred": 1355.6327272727272, + "n_ref": 2365.4109090909087 + }, + "14": { + "Dice": 0.4034665178135851, + "FN": 1283.581818181818, + "FP": 776.0018181818181, + "IoU": 0.3320539110050561, + "TN": 189627.91454545455, + "TP": 2979.323636363636, + "n_pred": 3755.3254545454547, + "n_ref": 4262.905454545455 + }, + "15": { + "Dice": 0.25584228982635704, + "FN": 830.950909090909, + "FP": 800.5090909090909, + "IoU": 0.16933240098792673, + "TN": 192224.72545454546, + "TP": 810.6363636363637, + "n_pred": 1611.1454545454544, + "n_ref": 1641.5872727272726 + }, + "2": { + "Dice": 0.3966671026704631, + "FN": 965.7363636363636, + "FP": 1148.5909090909092, + "IoU": 0.33750215450237475, + "TN": 190459.67818181816, + "TP": 2092.816363636364, + "n_pred": 3241.407272727273, + "n_ref": 3058.552727272727 + }, + "3": { + "Dice": 0.013649867146097385, + "FN": 3197.890909090909, + "FP": 553.3490909090908, + "IoU": 0.007254542929321803, + "TN": 190902.9145454545, + "TP": 12.667272727272726, + "n_pred": 566.0163636363636, + "n_ref": 3210.558181818182 + }, + "4": { + "Dice": 0.028011952408813164, + "FN": 649.0345454545455, + "FP": 256.5327272727273, + "IoU": 0.015342054785016518, + "TN": 193735.83454545453, + "TP": 25.419999999999998, + "n_pred": 281.9527272727273, + "n_ref": 674.4545454545454 + }, + "5": { + "Dice": NaN, + "FN": 787.6127272727273, + "FP": 38.46545454545454, + "IoU": NaN, + "TN": 193771.1109090909, + "TP": 69.63272727272728, + "n_pred": 108.0981818181818, + "n_ref": 857.2454545454545 + }, + "6": { + "Dice": 0.44352470798417176, + "FN": 3108.5745454545454, + "FP": 4355.818181818182, + "IoU": 0.3813503567087042, + "TN": 177522.48, + "TP": 9679.949090909091, + "n_pred": 14035.767272727273, + "n_ref": 12788.523636363636 + }, + "7": { + "Dice": 0.11596576583163039, + "FN": 5430.16, + "FP": 2050.32, + "IoU": 0.07344905187792178, + "TN": 185291.76181818184, + "TP": 1894.58, + "n_pred": 3944.9, + "n_ref": 7324.74 + }, + "8": { + "Dice": 0.43431481607290434, + "FN": 1533.2545454545457, + "FP": 287.8563636363636, + "IoU": 0.37324234808265616, + "TN": 191238.84727272726, + "TP": 1606.8636363636365, + "n_pred": 1894.72, + "n_ref": 3140.118181818182 + }, + "9": { + "Dice": 0.2736916651096062, + "FN": 732.0618181818182, + "FP": 581.8872727272726, + "IoU": 0.20169100421349667, + "TN": 192528.07636363636, + "TP": 824.7963636363636, + "n_pred": 1406.6836363636364, + "n_ref": 1556.858181818182 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_002/summary.json b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_002/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..17fb7f85ce16dcbf207525a2b4dcfdf4605d4d73 --- /dev/null +++ b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_002/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.42262720044029917, + "FN": 66655.26133333334, + "FP": 53284.686666666676, + "IoU": 0.3129536455515339, + "TN": 96217085.62266667, + "TP": 119935.2693333333, + "n_pred": 173219.95600000003, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.6844760656887344, + "FN": 66063.52, + "FP": 32336.32, + "IoU": 0.5650734019073268, + "TN": 96230336.38, + "TP": 128224.62, + "n_pred": 160560.94, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.4172219653535245, + "FN": 40909.66, + "FP": 39463.28, + "IoU": 0.2831462572427952, + "TN": 96343275.0, + "TP": 33312.9, + "n_pred": 72776.18, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.23855152530930046, + "FN": 3079.64, + "FP": 161.88, + "IoU": 0.15198405261810513, + "TN": 96453098.58, + "TP": 620.74, + "n_pred": 782.62, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.053368048379958795, + "FN": 4103.0, + "FP": 33.54, + "IoU": 0.03076064527378007, + "TN": 96452690.64, + "TP": 133.66, + "n_pred": 167.2, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.2378987235275764, + "FN": 46899.26, + "FP": 17481.68, + "IoU": 0.14329699030418155, + "TN": 96381621.02, + "TP": 10958.88, + "n_pred": 28440.56, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6091721298080994, + "FN": 62638.62, + "FP": 33472.3, + "IoU": 0.4814006899999964, + "TN": 96285130.4, + "TP": 75719.52, + "n_pred": 109191.82, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.49797174658636983, + "FN": 36877.56, + "FP": 4172.46, + "IoU": 0.3705435691740506, + "TN": 96398741.34, + "TP": 17169.48, + "n_pred": 21341.94, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.5300081622725772, + "FN": 69695.22, + "FP": 80573.72, + "IoU": 0.3766255085070834, + "TN": 96219545.42, + "TP": 87146.48, + "n_pred": 167720.2, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.369892321268009, + "FN": 103460.26, + "FP": 36601.64, + "IoU": 0.2629940575800362, + "TN": 96256956.62, + "TP": 59942.32, + "n_pred": 96543.96, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.21965292882297405, + "FN": 22792.02, + "FP": 5503.32, + "IoU": 0.14459019807345766, + "TN": 96424880.02, + "TP": 3785.48, + "n_pred": 9288.8, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.1810336306095654, + "FN": 15279.14, + "FP": 729.8, + "IoU": 0.11589999780558527, + "TN": 96439078.88, + "TP": 1873.02, + "n_pred": 2602.82, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.7952916740455178, + "FN": 207827.2, + "FP": 410642.2, + "IoU": 0.6723810541963361, + "TN": 94687095.02, + "TP": 1151396.42, + "n_pred": 1562038.62, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.39457299989469435, + "FN": 217538.74, + "FP": 107417.86, + "IoU": 0.26178419600401776, + "TN": 96010618.32, + "TP": 121385.92, + "n_pred": 228803.78, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.7246913335324436, + "FN": 45289.92, + "FP": 26440.56, + "IoU": 0.5774484298997938, + "TN": 96298151.1, + "TP": 87079.26, + "n_pred": 113519.82, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.38560475150514273, + "FN": 57375.16, + "FP": 4239.74, + "IoU": 0.256375634686462, + "TN": 96375065.6, + "TP": 20280.34, + "n_pred": 24520.08, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.6728298726321619, + "FN": 19183, + "FP": 52304, + "IoU": 0.5069658054816061, + "TN": 119448326, + "TP": 73507, + "n_pred": 125811, + "n_ref": 92690 + }, + "10": { + "Dice": 0.5041115048174868, + "FN": 37847, + "FP": 35906, + "IoU": 0.33699804928039123, + "TN": 119482079, + "TP": 37488, + "n_pred": 73394, + "n_ref": 75335 + }, + "11": { + "Dice": 0.033776301218161685, + "FN": 3485, + "FP": 5, + "IoU": 0.017178259645170373, + "TN": 119589769, + "TP": 61, + "n_pred": 66, + "n_ref": 3546 + }, + "12": { + "Dice": 0.030436700485222762, + "FN": 4396, + "FP": 0, + "IoU": 0.015453527435610303, + "TN": 119588855, + "TP": 69, + "n_pred": 69, + "n_ref": 4465 + }, + "13": { + "Dice": 0.11174242424242424, + "FN": 48214, + "FP": 24012, + "IoU": 0.05917753259779338, + "TN": 119516551, + "TP": 4543, + "n_pred": 28555, + "n_ref": 52757 + }, + "14": { + "Dice": 0.24108270405401921, + "FN": 210068, + "FP": 25506, + "IoU": 0.137063126623222, + "TN": 119320329, + "TP": 37417, + "n_pred": 62923, + "n_ref": 247485 + }, + "15": { + "Dice": 0.20569557055557774, + "FN": 27713, + "FP": 12061, + "IoU": 0.11463805538242365, + "TN": 119548396, + "TP": 5150, + "n_pred": 17211, + "n_ref": 32863 + }, + "2": { + "Dice": 0.7159949852112419, + "FN": 23150, + "FP": 70182, + "IoU": 0.5576263152905488, + "TN": 119382340, + "TP": 117648, + "n_pred": 187830, + "n_ref": 140798 + }, + "3": { + "Dice": 0.5003170291707744, + "FN": 109225, + "FP": 12926, + "IoU": 0.3336151966132763, + "TN": 119410016, + "TP": 61153, + "n_pred": 74079, + "n_ref": 170378 + }, + "4": { + "Dice": 0.3151635496368561, + "FN": 63102, + "FP": 357, + "IoU": 0.1870588386005816, + "TN": 119515259, + "TP": 14602, + "n_pred": 14959, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 14, + "IoU": 0.0, + "TN": 119529042, + "TP": 0, + "n_pred": 14, + "n_ref": 64264 + }, + "6": { + "Dice": 0.8166698494817798, + "FN": 288155, + "FP": 113125, + "IoU": 0.6901453910594034, + "TN": 118298261, + "TP": 893779, + "n_pred": 1006904, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 223693, + "IoU": 0.0, + "TN": 119369627, + "TP": 0, + "n_pred": 223693, + "n_ref": 0 + }, + "8": { + "Dice": 0.6788382194860791, + "FN": 124522, + "FP": 28747, + "IoU": 0.5138191472826414, + "TN": 119278069, + "TP": 161982, + "n_pred": 190729, + "n_ref": 286504 + }, + "9": { + "Dice": 0.40972573992329403, + "FN": 56717, + "FP": 382, + "IoU": 0.2576447033127048, + "TN": 119516404, + "TP": 19817, + "n_pred": 20199, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8634852950398194, + "FN": 23323, + "FP": 28925, + "IoU": 0.7597660560582653, + "TN": 72608172, + "TP": 165240, + "n_pred": 194165, + "n_ref": 188563 + }, + "10": { + "Dice": 0.28296142957167647, + "FN": 40566, + "FP": 100758, + "IoU": 0.16479619878375265, + "TN": 72656451, + "TP": 27885, + "n_pred": 128643, + "n_ref": 68451 + }, + "11": { + "Dice": 0.01676963812886143, + "FN": 2228, + "FP": 0, + "IoU": 0.008455718736092568, + "TN": 72823413, + "TP": 19, + "n_pred": 19, + "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": 0.2716147760259548, + "FN": 40639, + "FP": 10549, + "IoU": 0.1571494434564974, + "TN": 72764928, + "TP": 9544, + "n_pred": 20093, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7728999909384723, + "FN": 12917, + "FP": 24676, + "IoU": 0.6298590051593084, + "TN": 72724096, + "TP": 63971, + "n_pred": 88647, + "n_ref": 76888 + }, + "15": { + "Dice": 0.6551478808822034, + "FN": 19920, + "FP": 3831, + "IoU": 0.48715235792019346, + "TN": 72779348, + "TP": 22561, + "n_pred": 26392, + "n_ref": 42481 + }, + "2": { + "Dice": 0.6288625665959758, + "FN": 14265, + "FP": 129239, + "IoU": 0.45864298594397207, + "TN": 72560578, + "TP": 121578, + "n_pred": 250817, + "n_ref": 135843 + }, + "3": { + "Dice": 0.032434103733477625, + "FN": 125049, + "FP": 125, + "IoU": 0.016484379910742347, + "TN": 72698388, + "TP": 2098, + "n_pred": 2223, + "n_ref": 127147 + }, + "4": { + "Dice": 0.5324555687869323, + "FN": 15161, + "FP": 5648, + "IoU": 0.3628207483618103, + "TN": 72793002, + "TP": 11849, + "n_pred": 17497, + "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": 0.8277411631811584, + "FN": 134275, + "FP": 312536, + "IoU": 0.706107846819393, + "TN": 71305337, + "TP": 1073512, + "n_pred": 1386048, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.4391747478034494, + "FN": 154532, + "FP": 60895, + "IoU": 0.2813734254910333, + "TN": 72525884, + "TP": 84349, + "n_pred": 145244, + "n_ref": 238881 + }, + "8": { + "Dice": 0.7158371973209686, + "FN": 23458, + "FP": 4120, + "IoU": 0.5574349263407902, + "TN": 72763346, + "TP": 34736, + "n_pred": 38856, + "n_ref": 58194 + }, + "9": { + "Dice": 0.49539996170433925, + "FN": 50819, + "FP": 4522, + "IoU": 0.3292569115347789, + "TN": 72743153, + "TP": 27166, + "n_pred": 31688, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7009967494485286, + "FN": 97653, + "FP": 40877, + "IoU": 0.5396420287254335, + "TN": 71508570, + "TP": 162388, + "n_pred": 203265, + "n_ref": 260041 + }, + "10": { + "Dice": 0.6271732463261634, + "FN": 32880, + "FP": 39451, + "IoU": 0.45684806524040883, + "TN": 71676319, + "TP": 60838, + "n_pred": 100289, + "n_ref": 93718 + }, + "11": { + "Dice": 0.19022869022869024, + "FN": 3003, + "FP": 113, + "IoU": 0.10511200459506032, + "TN": 71806006, + "TP": 366, + "n_pred": 479, + "n_ref": 3369 + }, + "12": { + "Dice": 0.1376902667225248, + "FN": 6016, + "FP": 159, + "IoU": 0.07393521295740851, + "TN": 71802820, + "TP": 493, + "n_pred": 652, + "n_ref": 6509 + }, + "13": { + "Dice": 0.26948307849009934, + "FN": 52789, + "FP": 7456, + "IoU": 0.1557240354835545, + "TN": 71738131, + "TP": 11112, + "n_pred": 18568, + "n_ref": 63901 + }, + "14": { + "Dice": 0.6279228275044224, + "FN": 283101, + "FP": 222, + "IoU": 0.45764395770999994, + "TN": 71287095, + "TP": 239070, + "n_pred": 239292, + "n_ref": 522171 + }, + "15": { + "Dice": 0.0, + "FN": 180663, + "FP": 2475, + "IoU": 0.0, + "TN": 71626350, + "TP": 0, + "n_pred": 2475, + "n_ref": 180663 + }, + "2": { + "Dice": 0.628994360306698, + "FN": 22797, + "FP": 123574, + "IoU": 0.4587832041649411, + "TN": 71539040, + "TP": 124077, + "n_pred": 247651, + "n_ref": 146874 + }, + "3": { + "Dice": 0.15857931498082334, + "FN": 167774, + "FP": 14975, + "IoU": 0.08611791768765314, + "TN": 71609518, + "TP": 17221, + "n_pred": 32196, + "n_ref": 184995 + }, + "4": { + "Dice": 0.5834826058263411, + "FN": 7786, + "FP": 1050, + "IoU": 0.4119134775374376, + "TN": 71794463, + "TP": 6189, + "n_pred": 7239, + "n_ref": 13975 + }, + "5": { + "Dice": 0.3217507255471017, + "FN": 8292, + "FP": 355, + "IoU": 0.19171807814544775, + "TN": 71798790, + "TP": 2051, + "n_pred": 2406, + "n_ref": 10343 + }, + "6": { + "Dice": 0.8379208231650754, + "FN": 73916, + "FP": 380366, + "IoU": 0.7210531260419475, + "TN": 70180927, + "TP": 1174279, + "n_pred": 1554645, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.6812250235102844, + "FN": 68168, + "FP": 88099, + "IoU": 0.5165589548290893, + "TN": 71486249, + "TP": 166972, + "n_pred": 255071, + "n_ref": 235140 + }, + "8": { + "Dice": 0.7829309135344301, + "FN": 12038, + "FP": 26332, + "IoU": 0.6432920877220709, + "TN": 71701921, + "TP": 69197, + "n_pred": 95529, + "n_ref": 81235 + }, + "9": { + "Dice": 0.196338768668089, + "FN": 77849, + "FP": 6529, + "IoU": 0.10885567935787084, + "TN": 71714803, + "TP": 10307, + "n_pred": 16836, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8774596514649439, + "FN": 30160, + "FP": 21242, + "IoU": 0.7816731510898928, + "TN": 135210074, + "TP": 184034, + "n_pred": 205276, + "n_ref": 214194 + }, + "10": { + "Dice": 0.1006974716652136, + "FN": 80515, + "FP": 2005, + "IoU": 0.05301813174202433, + "TN": 135358370, + "TP": 4620, + "n_pred": 6625, + "n_ref": 85135 + }, + "11": { + "Dice": 0.0005636978579481398, + "FN": 3546, + "FP": 0, + "IoU": 0.000281928390188892, + "TN": 135441963, + "TP": 1, + "n_pred": 1, + "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": 0.1107895824720959, + "FN": 37759, + "FP": 7412, + "IoU": 0.05864332603938731, + "TN": 135397525, + "TP": 2814, + "n_pred": 10226, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8668790286046536, + "FN": 21505, + "FP": 15814, + "IoU": 0.7650366117018932, + "TN": 135286681, + "TP": 121510, + "n_pred": 137324, + "n_ref": 143015 + }, + "15": { + "Dice": 0.5300472187032131, + "FN": 28287, + "FP": 12519, + "IoU": 0.3605879219029114, + "TN": 135381692, + "TP": 23012, + "n_pred": 35531, + "n_ref": 51299 + }, + "2": { + "Dice": 0.48224441773560034, + "FN": 128690, + "FP": 44915, + "IoU": 0.31773522915733293, + "TN": 135191056, + "TP": 80849, + "n_pred": 125764, + "n_ref": 209539 + }, + "3": { + "Dice": 0.6507531712473573, + "FN": 79118, + "FP": 79468, + "IoU": 0.48230846823554757, + "TN": 135139177, + "TP": 147747, + "n_pred": 227215, + "n_ref": 226865 + }, + "4": { + "Dice": 0.13329865708341215, + "FN": 34022, + "FP": 2636, + "IoU": 0.07140866833852623, + "TN": 135406033, + "TP": 2819, + "n_pred": 5455, + "n_ref": 36841 + }, + "5": { + "Dice": 0.08568031255308306, + "FN": 26783, + "FP": 130, + "IoU": 0.044757577908710156, + "TN": 135417336, + "TP": 1261, + "n_pred": 1391, + "n_ref": 28044 + }, + "6": { + "Dice": 0.8658849028602007, + "FN": 312873, + "FP": 105171, + "IoU": 0.7634894421597365, + "TN": 133677961, + "TP": 1349505, + "n_pred": 1454676, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.1215307197916882, + "FN": 175447, + "FP": 164619, + "IoU": 0.06469667674214566, + "TN": 135081921, + "TP": 23523, + "n_pred": 188142, + "n_ref": 198970 + }, + "8": { + "Dice": 0.42554878172371624, + "FN": 195151, + "FP": 59922, + "IoU": 0.270283878461226, + "TN": 135095959, + "TP": 94478, + "n_pred": 154400, + "n_ref": 289629 + }, + "9": { + "Dice": 0.03844351614607738, + "FN": 96106, + "FP": 341, + "IoU": 0.019598475222363406, + "TN": 135347135, + "TP": 1928, + "n_pred": 2269, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6866205934082741, + "FN": 112551, + "FP": 18587, + "IoU": 0.5227892183798458, + "TN": 105479204, + "TP": 143663, + "n_pred": 162250, + "n_ref": 256214 + }, + "10": { + "Dice": 0.16178075683449541, + "FN": 47886, + "FP": 82670, + "IoU": 0.08800950019209947, + "TN": 105610850, + "TP": 12599, + "n_pred": 95269, + "n_ref": 60485 + }, + "11": { + "Dice": 0.29916897506925205, + "FN": 1983, + "FP": 294, + "IoU": 0.1758957654723127, + "TN": 105751242, + "TP": 486, + "n_pred": 780, + "n_ref": 2469 + }, + "12": { + "Dice": 0.0219484882418813, + "FN": 4355, + "FP": 12, + "IoU": 0.011096014492753624, + "TN": 105749589, + "TP": 49, + "n_pred": 61, + "n_ref": 4404 + }, + "13": { + "Dice": 0.31104110641567423, + "FN": 60661, + "FP": 29007, + "IoU": 0.1841614426480088, + "TN": 105644096, + "TP": 20241, + "n_pred": 49248, + "n_ref": 80902 + }, + "14": { + "Dice": 0.8167456086066549, + "FN": 59642, + "FP": 1952, + "IoU": 0.6902536044213565, + "TN": 105555152, + "TP": 137259, + "n_pred": 139211, + "n_ref": 196901 + }, + "15": { + "Dice": 0.7487875469336671, + "FN": 8787, + "FP": 4059, + "IoU": 0.598449563939858, + "TN": 105722014, + "TP": 19145, + "n_pred": 23204, + "n_ref": 27932 + }, + "2": { + "Dice": 0.6036444367557593, + "FN": 48209, + "FP": 89259, + "IoU": 0.4322999475529529, + "TN": 105511856, + "TP": 104681, + "n_pred": 193940, + "n_ref": 152890 + }, + "3": { + "Dice": 0.5971839544792249, + "FN": 84980, + "FP": 31686, + "IoU": 0.42570368109635437, + "TN": 105550859, + "TP": 86480, + "n_pred": 118166, + "n_ref": 171460 + }, + "4": { + "Dice": 0.15708552665867515, + "FN": 36333, + "FP": 12186, + "IoU": 0.08523755656108598, + "TN": 105700965, + "TP": 4521, + "n_pred": 16707, + "n_ref": 40854 + }, + "5": { + "Dice": 0.0003179397504172959, + "FN": 12363, + "FP": 214, + "IoU": 0.00015899515064790525, + "TN": 105741426, + "TP": 2, + "n_pred": 216, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8329718894818154, + "FN": 177100, + "FP": 368117, + "IoU": 0.7137547776051073, + "TN": 103849285, + "TP": 1359503, + "n_pred": 1727620, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.5668122176657737, + "FN": 110535, + "FP": 130735, + "IoU": 0.395490545378924, + "TN": 105354888, + "TP": 157847, + "n_pred": 288582, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8125943085456825, + "FN": 12198, + "FP": 23074, + "IoU": 0.6843442931037569, + "TN": 105642263, + "TP": 76470, + "n_pred": 99544, + "n_ref": 88668 + }, + "9": { + "Dice": 0.6371836147981271, + "FN": 36907, + "FP": 6254, + "IoU": 0.46754912966778106, + "TN": 105672944, + "TP": 37900, + "n_pred": 44154, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8065534645259457, + "FN": 30885, + "FP": 75782, + "IoU": 0.675818681903141, + "TN": 96808845, + "TP": 222368, + "n_pred": 298150, + "n_ref": 253253 + }, + "10": { + "Dice": 0.7145499098432659, + "FN": 19844, + "FP": 54244, + "IoU": 0.5558752652591447, + "TN": 96971062, + "TP": 92730, + "n_pred": 146974, + "n_ref": 112574 + }, + "11": { + "Dice": 0.47231139646869985, + "FN": 2384, + "FP": 246, + "IoU": 0.30916732335172054, + "TN": 97134073, + "TP": 1177, + "n_pred": 1423, + "n_ref": 3561 + }, + "12": { + "Dice": 0.1446323080057038, + "FN": 4163, + "FP": 36, + "IoU": 0.07795344751866491, + "TN": 97133326, + "TP": 355, + "n_pred": 391, + "n_ref": 4518 + }, + "13": { + "Dice": 0.5143143444060324, + "FN": 24234, + "FP": 24235, + "IoU": 0.34617978740624833, + "TN": 97063748, + "TP": 25663, + "n_pred": 49898, + "n_ref": 49897 + }, + "14": { + "Dice": 0.7058303316833221, + "FN": 116812, + "FP": 6263, + "IoU": 0.5453924233917438, + "TN": 96867152, + "TP": 147653, + "n_pred": 153916, + "n_ref": 264465 + }, + "15": { + "Dice": 0.4415953474539867, + "FN": 15690, + "FP": 1209, + "IoU": 0.28336372503286544, + "TN": 97114299, + "TP": 6682, + "n_pred": 7891, + "n_ref": 22372 + }, + "2": { + "Dice": 0.36612490976137985, + "FN": 100473, + "FP": 29479, + "IoU": 0.22408378213778196, + "TN": 96970398, + "TP": 37530, + "n_pred": 67009, + "n_ref": 138003 + }, + "3": { + "Dice": 0.641405914321194, + "FN": 22619, + "FP": 129275, + "IoU": 0.472110044554421, + "TN": 96850142, + "TP": 135844, + "n_pred": 265119, + "n_ref": 158463 + }, + "4": { + "Dice": 0.0803075873616322, + "FN": 26201, + "FP": 3460, + "IoU": 0.04183357022871172, + "TN": 97106924, + "TP": 1295, + "n_pred": 4755, + "n_ref": 27496 + }, + "5": { + "Dice": 0.005256064690026954, + "FN": 14594, + "FP": 168, + "IoU": 0.0026349570974934125, + "TN": 97123079, + "TP": 39, + "n_pred": 207, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8169994621191413, + "FN": 153818, + "FP": 449401, + "IoU": 0.6906163065510139, + "TN": 95188136, + "TP": 1346525, + "n_pred": 1795926, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.4711245817395098, + "FN": 160830, + "FP": 48913, + "IoU": 0.30815106065054115, + "TN": 96834717, + "TP": 93420, + "n_pred": 142333, + "n_ref": 254250 + }, + "8": { + "Dice": 0.8136062664993292, + "FN": 15256, + "FP": 36428, + "IoU": 0.6857809878164441, + "TN": 96973396, + "TP": 112800, + "n_pred": 149228, + "n_ref": 128056 + }, + "9": { + "Dice": 0.5177439394901282, + "FN": 40036, + "FP": 13139, + "IoU": 0.34929453370697144, + "TN": 97056161, + "TP": 28544, + "n_pred": 41683, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8581205880448157, + "FN": 7881, + "FP": 46888, + "IoU": 0.7514984323743064, + "TN": 130546395, + "TP": 165628, + "n_pred": 212516, + "n_ref": 173509 + }, + "10": { + "Dice": 0.17934974673106374, + "FN": 68113, + "FP": 15485, + "IoU": 0.0985086215263175, + "TN": 130674059, + "TP": 9135, + "n_pred": 24620, + "n_ref": 77248 + }, + "11": { + "Dice": 0.2299000434593655, + "FN": 3520, + "FP": 24, + "IoU": 0.12987969555610115, + "TN": 130762719, + "TP": 529, + "n_pred": 553, + "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": 0.033112582781456956, + "FN": 60067, + "FP": 15853, + "IoU": 0.016835016835016835, + "TN": 130689572, + "TP": 1300, + "n_pred": 17153, + "n_ref": 61367 + }, + "14": { + "Dice": 0.7752086398416971, + "FN": 38765, + "FP": 31213, + "IoU": 0.6329311791859001, + "TN": 130576152, + "TP": 120662, + "n_pred": 151875, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8002837498635818, + "FN": 6791, + "FP": 4189, + "IoU": 0.667060856908942, + "TN": 130733813, + "TP": 21999, + "n_pred": 26188, + "n_ref": 28790 + }, + "2": { + "Dice": 0.6214194933205298, + "FN": 56318, + "FP": 77726, + "IoU": 0.4507676485411195, + "TN": 130522735, + "TP": 110013, + "n_pred": 187739, + "n_ref": 166331 + }, + "3": { + "Dice": 0.4508977609228623, + "FN": 112072, + "FP": 19399, + "IoU": 0.2910703693717983, + "TN": 130581342, + "TP": 53979, + "n_pred": 73378, + "n_ref": 166051 + }, + "4": { + "Dice": 0.12134901960784314, + "FN": 28002, + "FP": 5, + "IoU": 0.0645937009451922, + "TN": 130736851, + "TP": 1934, + "n_pred": 1939, + "n_ref": 29936 + }, + "5": { + "Dice": 0.4361207897793264, + "FN": 22297, + "FP": 1007, + "IoU": 0.2788711474192351, + "TN": 130734476, + "TP": 9012, + "n_pred": 10019, + "n_ref": 31309 + }, + "6": { + "Dice": 0.7628592064003804, + "FN": 278226, + "FP": 380097, + "IoU": 0.6166308720454879, + "TN": 129049588, + "TP": 1058881, + "n_pred": 1438978, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.514468130822475, + "FN": 277947, + "FP": 38411, + "IoU": 0.3463191477052012, + "TN": 130282828, + "TP": 167606, + "n_pred": 206017, + "n_ref": 445553 + }, + "8": { + "Dice": 0.7614241174420908, + "FN": 63050, + "FP": 41707, + "IoU": 0.6147577457019399, + "TN": 130494867, + "TP": 167168, + "n_pred": 208875, + "n_ref": 230218 + }, + "9": { + "Dice": 0.16341546578612062, + "FN": 92923, + "FP": 311, + "IoU": 0.08897791674809459, + "TN": 130664452, + "TP": 9106, + "n_pred": 9417, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5811623641706273, + "FN": 82968, + "FP": 86936, + "IoU": 0.4096045590381541, + "TN": 71948228, + "TP": 117876, + "n_pred": 204812, + "n_ref": 200844 + }, + "10": { + "Dice": 0.23424124513618677, + "FN": 42195, + "FP": 91629, + "IoU": 0.13265755839576907, + "TN": 72081716, + "TP": 20468, + "n_pred": 112097, + "n_ref": 62663 + }, + "11": { + "Dice": 0.0, + "FN": 2687, + "FP": 9, + "IoU": 0.0, + "TN": 72233312, + "TP": 0, + "n_pred": 9, + "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": 0.356544460307626, + "FN": 50584, + "FP": 21077, + "IoU": 0.21694804130470416, + "TN": 72144493, + "TP": 19854, + "n_pred": 40931, + "n_ref": 70438 + }, + "14": { + "Dice": 0.39260707270094203, + "FN": 32773, + "FP": 94310, + "IoU": 0.24425083999881061, + "TN": 72067853, + "TP": 41072, + "n_pred": 135382, + "n_ref": 73845 + }, + "15": { + "Dice": 0.7522447386166022, + "FN": 7120, + "FP": 6842, + "IoU": 0.6028784344957051, + "TN": 72200850, + "TP": 21196, + "n_pred": 28038, + "n_ref": 28316 + }, + "2": { + "Dice": 0.00827622245525579, + "FN": 126123, + "FP": 154754, + "IoU": 0.004155306347478629, + "TN": 71953959, + "TP": 1172, + "n_pred": 155926, + "n_ref": 127295 + }, + "3": { + "Dice": 0.6931479465257823, + "FN": 51741, + "FP": 51411, + "IoU": 0.5303951160217977, + "TN": 72016351, + "TP": 116505, + "n_pred": 167916, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6000, + "IoU": 0.0, + "TN": 72230008, + "TP": 0, + "n_pred": 6000, + "n_ref": 0 + }, + "5": { + "Dice": 0.6943645773433007, + "FN": 3397, + "FP": 855, + "IoU": 0.5318211847610659, + "TN": 72226926, + "TP": 4830, + "n_pred": 5685, + "n_ref": 8227 + }, + "6": { + "Dice": 0.5551289061248368, + "FN": 437637, + "FP": 1283991, + "IoU": 0.38420652781970593, + "TN": 69440220, + "TP": 1074160, + "n_pred": 2358151, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.2315993341484011, + "FN": 248618, + "FP": 352853, + "IoU": 0.130965418991669, + "TN": 71543894, + "TP": 90643, + "n_pred": 443496, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8321548027925562, + "FN": 11974, + "FP": 10457, + "IoU": 0.7125557435029987, + "TN": 72157972, + "TP": 55605, + "n_pred": 66062, + "n_ref": 67579 + }, + "9": { + "Dice": 0.13073038714148982, + "FN": 45659, + "FP": 7017, + "IoU": 0.06993661387432244, + "TN": 72179371, + "TP": 3961, + "n_pred": 10978, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.008158519358465545, + "FN": 88143, + "FP": 118285, + "IoU": 0.004095968197146813, + "TN": 52345843, + "TP": 849, + "n_pred": 119134, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0622412562455389, + "FN": 45658, + "FP": 325, + "IoU": 0.032120229851186094, + "TN": 52505611, + "TP": 1526, + "n_pred": 1851, + "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": 0.23362097700085183, + "FN": 18461, + "FP": 2232, + "IoU": 0.13225982303853734, + "TN": 52529273, + "TP": 3154, + "n_pred": 5386, + "n_ref": 21615 + }, + "14": { + "Dice": 0.2547255840135097, + "FN": 44524, + "FP": 21675, + "IoU": 0.14595159459180515, + "TN": 52475608, + "TP": 11313, + "n_pred": 32988, + "n_ref": 55837 + }, + "15": { + "Dice": 0.12084479809622964, + "FN": 23644, + "FP": 0, + "IoU": 0.06430804543116071, + "TN": 52527851, + "TP": 1625, + "n_pred": 1625, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5199581413848097, + "FN": 67750, + "FP": 56565, + "IoU": 0.35131313236729095, + "TN": 52361479, + "TP": 67326, + "n_pred": 123891, + "n_ref": 135076 + }, + "3": { + "Dice": 0.0, + "FN": 143093, + "FP": 0, + "IoU": 0.0, + "TN": 52410027, + "TP": 0, + "n_pred": 0, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 10923, + "IoU": 0.0, + "TN": 52540317, + "TP": 0, + "n_pred": 10923, + "n_ref": 1880 + }, + "5": { + "Dice": 0.5776900706273369, + "FN": 3501, + "FP": 565, + "IoU": 0.4061632831897181, + "TN": 52546273, + "TP": 2781, + "n_pred": 3346, + "n_ref": 6282 + }, + "6": { + "Dice": 0.7917692698623522, + "FN": 148084, + "FP": 180522, + "IoU": 0.6553129713661147, + "TN": 51599774, + "TP": 624740, + "n_pred": 805262, + "n_ref": 772824 + }, + "7": { + "Dice": 0.10898015063580303, + "FN": 179253, + "FP": 46584, + "IoU": 0.05763035785819202, + "TN": 52313472, + "TP": 13811, + "n_pred": 60395, + "n_ref": 193064 + }, + "8": { + "Dice": 0.6162798215555699, + "FN": 26170, + "FP": 15375, + "IoU": 0.44537893654798616, + "TN": 52478213, + "TP": 33362, + "n_pred": 48737, + "n_ref": 59532 + }, + "9": { + "Dice": 0.11255577873732575, + "FN": 73411, + "FP": 372, + "IoU": 0.05963396293747292, + "TN": 52474658, + "TP": 4679, + "n_pred": 5051, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7733258915895856, + "FN": 54405, + "FP": 85304, + "IoU": 0.6304248914095856, + "TN": 143759224, + "TP": 238317, + "n_pred": 323621, + "n_ref": 292722 + }, + "10": { + "Dice": 0.5293147253964623, + "FN": 54321, + "FP": 23857, + "IoU": 0.35991026396803566, + "TN": 144015114, + "TP": 43958, + "n_pred": 67815, + "n_ref": 98279 + }, + "11": { + "Dice": 0.2593496979822645, + "FN": 5610, + "FP": 153, + "IoU": 0.14899586532782044, + "TN": 144130478, + "TP": 1009, + "n_pred": 1162, + "n_ref": 6619 + }, + "12": { + "Dice": 0.0, + "FN": 5646, + "FP": 59, + "IoU": 0.0, + "TN": 144131545, + "TP": 0, + "n_pred": 59, + "n_ref": 5646 + }, + "13": { + "Dice": 0.21071947761016183, + "FN": 91038, + "FP": 8319, + "IoU": 0.11776771443793287, + "TN": 144024630, + "TP": 13263, + "n_pred": 21582, + "n_ref": 104301 + }, + "14": { + "Dice": 0.5716745228987761, + "FN": 245396, + "FP": 1400, + "IoU": 0.4002410739455445, + "TN": 143725758, + "TP": 164696, + "n_pred": 166096, + "n_ref": 410092 + }, + "15": { + "Dice": 0.5534391809370371, + "FN": 12017, + "FP": 5168, + "IoU": 0.3825896385715312, + "TN": 144109416, + "TP": 10649, + "n_pred": 15817, + "n_ref": 22666 + }, + "2": { + "Dice": 0.5159469088915861, + "FN": 72148, + "FP": 51484, + "IoU": 0.34766068140206097, + "TN": 143947729, + "TP": 65889, + "n_pred": 117373, + "n_ref": 138037 + }, + "3": { + "Dice": 0.6491743936418033, + "FN": 60498, + "FP": 62392, + "IoU": 0.48057602001783684, + "TN": 143900661, + "TP": 113699, + "n_pred": 176091, + "n_ref": 174197 + }, + "4": { + "Dice": 0.21923005267347526, + "FN": 44698, + "FP": 1401, + "IoU": 0.12310969926385269, + "TN": 144084679, + "TP": 6472, + "n_pred": 7873, + "n_ref": 51170 + }, + "5": { + "Dice": 0.08975894813732652, + "FN": 30596, + "FP": 557, + "IoU": 0.04698828352045031, + "TN": 144104561, + "TP": 1536, + "n_pred": 2093, + "n_ref": 32132 + }, + "6": { + "Dice": 0.789553751557753, + "FN": 130101, + "FP": 524777, + "IoU": 0.6522831993356576, + "TN": 142253884, + "TP": 1228488, + "n_pred": 1753265, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.5663657992087904, + "FN": 125510, + "FP": 63682, + "IoU": 0.39505600445093897, + "TN": 143824507, + "TP": 123551, + "n_pred": 187233, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7708316557885074, + "FN": 61591, + "FP": 38020, + "IoU": 0.6271164234082137, + "TN": 143870113, + "TP": 167526, + "n_pred": 205546, + "n_ref": 229117 + }, + "9": { + "Dice": 0.41951180214291467, + "FN": 68423, + "FP": 3633, + "IoU": 0.26543178412323, + "TN": 144039157, + "TP": 26037, + "n_pred": 29670, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8808344870712413, + "FN": 33008, + "FP": 15967, + "IoU": 0.7870457737445593, + "TN": 111548941, + "TP": 181004, + "n_pred": 196971, + "n_ref": 214012 + }, + "10": { + "Dice": 0.411580920641533, + "FN": 32170, + "FP": 7380, + "IoU": 0.25911355887752424, + "TN": 111725538, + "TP": 13832, + "n_pred": 21212, + "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": 0.3166644141100149, + "FN": 41228, + "FP": 9332, + "IoU": 0.18811722199919712, + "TN": 111716645, + "TP": 11715, + "n_pred": 21047, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6794635947272935, + "FN": 11642, + "FP": 64153, + "IoU": 0.5145360567223257, + "TN": 111622791, + "TP": 80334, + "n_pred": 144487, + "n_ref": 91976 + }, + "15": { + "Dice": 0.6199563794983642, + "FN": 1636, + "FP": 9516, + "IoU": 0.44922955353615174, + "TN": 111758672, + "TP": 9096, + "n_pred": 18612, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8764392569540912, + "FN": 36906, + "FP": 10859, + "IoU": 0.7800550725705445, + "TN": 111561752, + "TP": 169403, + "n_pred": 180262, + "n_ref": 206309 + }, + "3": { + "Dice": 0.8020628899821345, + "FN": 17871, + "FP": 4620, + "IoU": 0.6695367254881793, + "TN": 111710861, + "TP": 45568, + "n_pred": 50188, + "n_ref": 63439 + }, + "4": { + "Dice": 0.5328863105552626, + "FN": 11606, + "FP": 794, + "IoU": 0.3632208699224567, + "TN": 111759447, + "TP": 7073, + "n_pred": 7867, + "n_ref": 18679 + }, + "5": { + "Dice": 0.001815431164901664, + "FN": 26392, + "FP": 0, + "IoU": 0.0009085402786190188, + "TN": 111752504, + "TP": 24, + "n_pred": 24, + "n_ref": 26416 + }, + "6": { + "Dice": 0.8429365016859499, + "FN": 314303, + "FP": 28713, + "IoU": 0.728513606136731, + "TN": 110515446, + "TP": 920458, + "n_pred": 949171, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.2596300418273212, + "FN": 189169, + "FP": 91563, + "IoU": 0.1491809489172766, + "TN": 111448965, + "TP": 49223, + "n_pred": 140786, + "n_ref": 238392 + }, + "8": { + "Dice": 0.5220002477058003, + "FN": 165557, + "FP": 38992, + "IoU": 0.3531801997229934, + "TN": 111462682, + "TP": 111689, + "n_pred": 150681, + "n_ref": 277246 + }, + "9": { + "Dice": 0.18754582059755698, + "FN": 72025, + "FP": 8, + "IoU": 0.10347617210350106, + "TN": 111698573, + "TP": 8314, + "n_pred": 8322, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.27342987498774163, + "FN": 136128, + "FP": 19459, + "IoU": 0.15836592503637828, + "TN": 198903012, + "TP": 29276, + "n_pred": 48735, + "n_ref": 165404 + }, + "10": { + "Dice": 0.5265230158401919, + "FN": 31300, + "FP": 25941, + "IoU": 0.35733372254906365, + "TN": 198998807, + "TP": 31827, + "n_pred": 57768, + "n_ref": 63127 + }, + "11": { + "Dice": 0.32438520743382765, + "FN": 3571, + "FP": 28, + "IoU": 0.1935917544252745, + "TN": 199083412, + "TP": 864, + "n_pred": 892, + "n_ref": 4435 + }, + "12": { + "Dice": 0.15026337676739673, + "FN": 3064, + "FP": 1, + "IoU": 0.08123501199040767, + "TN": 199084539, + "TP": 271, + "n_pred": 272, + "n_ref": 3335 + }, + "13": { + "Dice": 0.005409304002884962, + "FN": 35474, + "FP": 8654, + "IoU": 0.002711986982462484, + "TN": 199043627, + "TP": 120, + "n_pred": 8774, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6073264986745872, + "FN": 18424, + "FP": 18461, + "IoU": 0.43608677704902993, + "TN": 199022466, + "TP": 28524, + "n_pred": 46985, + "n_ref": 46948 + }, + "15": { + "Dice": 0.142932768660667, + "FN": 127901, + "FP": 0, + "IoU": 0.07696693272519954, + "TN": 198949309, + "TP": 10665, + "n_pred": 10665, + "n_ref": 138566 + }, + "2": { + "Dice": 0.6326522108267747, + "FN": 8117, + "FP": 132935, + "IoU": 0.46268565747220136, + "TN": 198825362, + "TP": 121461, + "n_pred": 254396, + "n_ref": 129578 + }, + "3": { + "Dice": 0.00031688188227838076, + "FN": 138809, + "FP": 0, + "IoU": 0.00015846604864907694, + "TN": 198949044, + "TP": 22, + "n_pred": 22, + "n_ref": 138831 + }, + "4": { + "Dice": 0.24810662153585783, + "FN": 14188, + "FP": 3583, + "IoU": 0.14162198715162053, + "TN": 199067172, + "TP": 2932, + "n_pred": 6515, + "n_ref": 17120 + }, + "5": { + "Dice": 0.18617511520737326, + "FN": 17947, + "FP": 596, + "IoU": 0.10264227642276423, + "TN": 199067211, + "TP": 2121, + "n_pred": 2717, + "n_ref": 20068 + }, + "6": { + "Dice": 0.619650539572668, + "FN": 123736, + "FP": 1142280, + "IoU": 0.4489084520530295, + "TN": 196790587, + "TP": 1031272, + "n_pred": 2173552, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.4072030544303208, + "FN": 103703, + "FP": 49075, + "IoU": 0.2556528348217548, + "TN": 198882624, + "TP": 52473, + "n_pred": 101548, + "n_ref": 156176 + }, + "8": { + "Dice": 0.7798259271144071, + "FN": 19932, + "FP": 35645, + "IoU": 0.6391103896103896, + "TN": 198933875, + "TP": 98423, + "n_pred": 134068, + "n_ref": 118355 + }, + "9": { + "Dice": 0.3264499681325685, + "FN": 82911, + "FP": 1633, + "IoU": 0.19506436133749713, + "TN": 198982843, + "TP": 20488, + "n_pred": 22121, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8187578242763343, + "FN": 24140, + "FP": 46800, + "IoU": 0.6931329079701525, + "TN": 130844017, + "TP": 160235, + "n_pred": 207035, + "n_ref": 184375 + }, + "10": { + "Dice": 0.4617404463010721, + "FN": 28560, + "FP": 97713, + "IoU": 0.30017069953556424, + "TN": 130894758, + "TP": 54161, + "n_pred": 151874, + "n_ref": 82721 + }, + "11": { + "Dice": 0.5770542635658915, + "FN": 2210, + "FP": 518, + "IoU": 0.40553497494007407, + "TN": 131070603, + "TP": 1861, + "n_pred": 2379, + "n_ref": 4071 + }, + "12": { + "Dice": 0.17242703533026113, + "FN": 4186, + "FP": 124, + "IoU": 0.09434755200672411, + "TN": 131070433, + "TP": 449, + "n_pred": 573, + "n_ref": 4635 + }, + "13": { + "Dice": 0.23650933477309538, + "FN": 73512, + "FP": 33960, + "IoU": 0.13411431057542017, + "TN": 130951074, + "TP": 16646, + "n_pred": 50606, + "n_ref": 90158 + }, + "14": { + "Dice": 0.33984091678352113, + "FN": 28500, + "FP": 80722, + "IoU": 0.20470382640987367, + "TN": 130937857, + "TP": 28113, + "n_pred": 108835, + "n_ref": 56613 + }, + "15": { + "Dice": 0.522985989492119, + "FN": 8467, + "FP": 26397, + "IoU": 0.3540832962798281, + "TN": 131021216, + "TP": 19112, + "n_pred": 45509, + "n_ref": 27579 + }, + "2": { + "Dice": 0.47317545030020014, + "FN": 89327, + "FP": 68615, + "IoU": 0.30990820156332605, + "TN": 130846321, + "TP": 70929, + "n_pred": 139544, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7089832831406777, + "FN": 32809, + "FP": 96293, + "IoU": 0.5491666171956573, + "TN": 130788829, + "TP": 157261, + "n_pred": 253554, + "n_ref": 190070 + }, + "4": { + "Dice": 0.012409721786095585, + "FN": 72586, + "FP": 6041, + "IoU": 0.006243601572275376, + "TN": 130996071, + "TP": 494, + "n_pred": 6535, + "n_ref": 73080 + }, + "5": { + "Dice": 0.14161689551136014, + "FN": 13549, + "FP": 392, + "IoU": 0.07620436021469751, + "TN": 131060101, + "TP": 1150, + "n_pred": 1542, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7720507301995302, + "FN": 133155, + "FP": 655053, + "IoU": 0.6287317800392367, + "TN": 128952177, + "TP": 1334807, + "n_pred": 1989860, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.5141103394645336, + "FN": 405625, + "FP": 296677, + "IoU": 0.34599496390550616, + "TN": 130001344, + "TP": 371546, + "n_pred": 668223, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8288920872240304, + "FN": 21354, + "FP": 22753, + "IoU": 0.7077845501523784, + "TN": 130924252, + "TP": 106833, + "n_pred": 129586, + "n_ref": 128187 + }, + "9": { + "Dice": 0.5223632118566643, + "FN": 39814, + "FP": 7238, + "IoU": 0.35351259257223727, + "TN": 131002411, + "TP": 25729, + "n_pred": 32967, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7867366651487401, + "FN": 19449, + "FP": 86860, + "IoU": 0.6484467489864351, + "TN": 101314802, + "TP": 196089, + "n_pred": 282949, + "n_ref": 215538 + }, + "10": { + "Dice": 0.08269419862340216, + "FN": 39936, + "FP": 90670, + "IoU": 0.04313041694445869, + "TN": 101480707, + "TP": 5887, + "n_pred": 96557, + "n_ref": 45823 + }, + "11": { + "Dice": 0.3323272971160295, + "FN": 3968, + "FP": 14, + "IoU": 0.1992760908908104, + "TN": 101612227, + "TP": 991, + "n_pred": 1005, + "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": 0.3764703266404287, + "FN": 43153, + "FP": 12931, + "IoU": 0.23188385948092857, + "TN": 101544185, + "TP": 16931, + "n_pred": 29862, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8186004514672687, + "FN": 11907, + "FP": 10192, + "IoU": 0.6929073677774381, + "TN": 101545238, + "TP": 49863, + "n_pred": 60055, + "n_ref": 61770 + }, + "15": { + "Dice": 0.733112387430376, + "FN": 12141, + "FP": 3240, + "IoU": 0.5786719991234318, + "TN": 101580694, + "TP": 21125, + "n_pred": 24365, + "n_ref": 33266 + }, + "2": { + "Dice": 0.46936950315990955, + "FN": 101230, + "FP": 59559, + "IoU": 0.3066510853722693, + "TN": 101385298, + "TP": 71113, + "n_pred": 130672, + "n_ref": 172343 + }, + "3": { + "Dice": 0.649244781044339, + "FN": 66331, + "FP": 48897, + "IoU": 0.4806531723388816, + "TN": 101395329, + "TP": 106643, + "n_pred": 155540, + "n_ref": 172974 + }, + "4": { + "Dice": 0.1418398906710782, + "FN": 14241, + "FP": 9621, + "IoU": 0.07633351397383294, + "TN": 101591366, + "TP": 1972, + "n_pred": 11593, + "n_ref": 16213 + }, + "5": { + "Dice": 0.25980326101603557, + "FN": 25551, + "FP": 1914, + "IoU": 0.1492953383924423, + "TN": 101584915, + "TP": 4820, + "n_pred": 6734, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8154912332511846, + "FN": 285547, + "FP": 279255, + "IoU": 0.6884636535781047, + "TN": 99804243, + "TP": 1248155, + "n_pred": 1527410, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.6244877307683391, + "FN": 198877, + "FP": 76470, + "IoU": 0.4540037517201994, + "TN": 101112898, + "TP": 228955, + "n_pred": 305425, + "n_ref": 427832 + }, + "8": { + "Dice": 0.7375976735548926, + "FN": 80014, + "FP": 28085, + "IoU": 0.5842809840440873, + "TN": 101357171, + "TP": 151930, + "n_pred": 180015, + "n_ref": 231944 + }, + "9": { + "Dice": 0.3790360230816635, + "FN": 60701, + "FP": 5803, + "IoU": 0.23383371159318442, + "TN": 101530399, + "TP": 20297, + "n_pred": 26100, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6857943249593349, + "FN": 97754, + "FP": 6556, + "IoU": 0.5218318091177886, + "TN": 118964067, + "TP": 113835, + "n_pred": 120391, + "n_ref": 211589 + }, + "10": { + "Dice": 0.5643830369065923, + "FN": 27707, + "FP": 54172, + "IoU": 0.3931292617847613, + "TN": 119047292, + "TP": 53041, + "n_pred": 107213, + "n_ref": 80748 + }, + "11": { + "Dice": 0.38562091503267976, + "FN": 3035, + "FP": 161, + "IoU": 0.2388663967611336, + "TN": 119178013, + "TP": 1003, + "n_pred": 1164, + "n_ref": 4038 + }, + "12": { + "Dice": 0.012880302020874972, + "FN": 4106, + "FP": 339, + "IoU": 0.006481895395619133, + "TN": 119177738, + "TP": 29, + "n_pred": 368, + "n_ref": 4135 + }, + "13": { + "Dice": 0.062316389210362325, + "FN": 29925, + "FP": 64872, + "IoU": 0.032160249931085176, + "TN": 119084265, + "TP": 3150, + "n_pred": 68022, + "n_ref": 33075 + }, + "14": { + "Dice": 0.09263994372784046, + "FN": 60994, + "FP": 34463, + "IoU": 0.04856971992424997, + "TN": 119081882, + "TP": 4873, + "n_pred": 39336, + "n_ref": 65867 + }, + "15": { + "Dice": 0.4199939228198116, + "FN": 13809, + "FP": 5279, + "IoU": 0.26581791607369515, + "TN": 119156213, + "TP": 6911, + "n_pred": 12190, + "n_ref": 20720 + }, + "2": { + "Dice": 0.5599007210034563, + "FN": 57006, + "FP": 157549, + "IoU": 0.38879314028515677, + "TN": 118831177, + "TP": 136480, + "n_pred": 294029, + "n_ref": 193486 + }, + "3": { + "Dice": 0.24560699704556185, + "FN": 167613, + "FP": 12914, + "IoU": 0.13999542669855275, + "TN": 118972298, + "TP": 29387, + "n_pred": 42301, + "n_ref": 197000 + }, + "4": { + "Dice": 0.04371545982712201, + "FN": 42103, + "FP": 11885, + "IoU": 0.02234616638296331, + "TN": 119126990, + "TP": 1234, + "n_pred": 13119, + "n_ref": 43337 + }, + "5": { + "Dice": 0.03997349823321555, + "FN": 17360, + "FP": 28, + "IoU": 0.0203943661971831, + "TN": 119164462, + "TP": 362, + "n_pred": 390, + "n_ref": 17722 + }, + "6": { + "Dice": 0.8205197062676013, + "FN": 104252, + "FP": 610877, + "IoU": 0.6956620730568656, + "TN": 116832426, + "TP": 1634657, + "n_pred": 2245534, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.5954535705840408, + "FN": 135208, + "FP": 85483, + "IoU": 0.42394723172778503, + "TN": 118799103, + "TP": 162418, + "n_pred": 247901, + "n_ref": 297626 + }, + "8": { + "Dice": 0.7945030477789539, + "FN": 16863, + "FP": 16917, + "IoU": 0.6590668241136041, + "TN": 119083131, + "TP": 65301, + "n_pred": 82218, + "n_ref": 82164 + }, + "9": { + "Dice": 0.6187345492396121, + "FN": 45100, + "FP": 4715, + "IoU": 0.4479476040604637, + "TN": 119091976, + "TP": 40421, + "n_pred": 45136, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 14050, + "IoU": 0.0, + "TN": 61318430, + "TP": 0, + "n_pred": 14050, + "n_ref": 0 + }, + "10": { + "Dice": 0.4432366583891674, + "FN": 20238, + "FP": 15411, + "IoU": 0.2847167880575453, + "TN": 61282641, + "TP": 14190, + "n_pred": 29601, + "n_ref": 34428 + }, + "11": { + "Dice": 0.6014988595633757, + "FN": 2018, + "FP": 428, + "IoU": 0.4301025163094129, + "TN": 61328188, + "TP": 1846, + "n_pred": 2274, + "n_ref": 3864 + }, + "12": { + "Dice": 0.04238143289606458, + "FN": 4745, + "FP": 0, + "IoU": 0.021649484536082474, + "TN": 61327630, + "TP": 105, + "n_pred": 105, + "n_ref": 4850 + }, + "13": { + "Dice": 0.34072387344199423, + "FN": 38481, + "FP": 16529, + "IoU": 0.2053448898519321, + "TN": 61263255, + "TP": 14215, + "n_pred": 30744, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8773146570559206, + "FN": 51736, + "FP": 9470, + "IoU": 0.7814430486420089, + "TN": 61052434, + "TP": 218840, + "n_pred": 228310, + "n_ref": 270576 + }, + "15": { + "Dice": 0.2857609939512833, + "FN": 81622, + "FP": 1389, + "IoU": 0.16669845508296777, + "TN": 61232863, + "TP": 16606, + "n_pred": 17995, + "n_ref": 98228 + }, + "2": { + "Dice": 0.5018649143364811, + "FN": 95414, + "FP": 34668, + "IoU": 0.334993098512346, + "TN": 61136870, + "TP": 65528, + "n_pred": 100196, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7749243869155448, + "FN": 31540, + "FP": 24868, + "IoU": 0.6325522919883007, + "TN": 61178967, + "TP": 97105, + "n_pred": 121973, + "n_ref": 128645 + }, + "4": { + "Dice": 0.2447157228439019, + "FN": 35694, + "FP": 4398, + "IoU": 0.13941657543950028, + "TN": 61285893, + "TP": 6495, + "n_pred": 10893, + "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": 0.8009253059073843, + "FN": 66815, + "FP": 499532, + "IoU": 0.667952805486796, + "TN": 59626858, + "TP": 1139275, + "n_pred": 1638807, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.22186475252383797, + "FN": 159471, + "FP": 154470, + "IoU": 0.12477383418316852, + "TN": 60973783, + "TP": 44756, + "n_pred": 199226, + "n_ref": 204227 + }, + "8": { + "Dice": 0.592965104519045, + "FN": 39706, + "FP": 18651, + "IoU": 0.42142885469543145, + "TN": 61231616, + "TP": 42507, + "n_pred": 61158, + "n_ref": 82213 + }, + "9": { + "Dice": 0.5769978876037898, + "FN": 35786, + "FP": 4664, + "IoU": 0.40547929098444985, + "TN": 61264442, + "TP": 27588, + "n_pred": 32252, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9349821182458543, + "FN": 18073, + "FP": 4052, + "IoU": 0.8779027416008123, + "TN": 148926292, + "TP": 159083, + "n_pred": 163135, + "n_ref": 177156 + }, + "10": { + "Dice": 0.12647938548984924, + "FN": 66438, + "FP": 21467, + "IoU": 0.06750893719038072, + "TN": 149013231, + "TP": 6364, + "n_pred": 27831, + "n_ref": 72802 + }, + "11": { + "Dice": 0.1346704871060172, + "FN": 2416, + "FP": 0, + "IoU": 0.07219662058371736, + "TN": 149104896, + "TP": 188, + "n_pred": 188, + "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": 0.024514187258729364, + "FN": 83243, + "FP": 6211, + "IoU": 0.012409194285588112, + "TN": 149016922, + "TP": 1124, + "n_pred": 7335, + "n_ref": 84367 + }, + "14": { + "Dice": 0.7863398523026682, + "FN": 8308, + "FP": 37752, + "IoU": 0.6479077802748857, + "TN": 148976682, + "TP": 84758, + "n_pred": 122510, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7182872831727793, + "FN": 15413, + "FP": 2338, + "IoU": 0.5604120749857606, + "TN": 149067119, + "TP": 22630, + "n_pred": 24968, + "n_ref": 38043 + }, + "2": { + "Dice": 0.8157555487002971, + "FN": 31396, + "FP": 25343, + "IoU": 0.6888405073842728, + "TN": 148925153, + "TP": 125608, + "n_pred": 150951, + "n_ref": 157004 + }, + "3": { + "Dice": 0.0006113743417304673, + "FN": 60064, + "FP": 11861, + "IoU": 0.0003057806440852294, + "TN": 149035553, + "TP": 22, + "n_pred": 11883, + "n_ref": 60086 + }, + "4": { + "Dice": 0.413851607234829, + "FN": 19003, + "FP": 344, + "IoU": 0.2609160713603545, + "TN": 149081323, + "TP": 6830, + "n_pred": 7174, + "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": 0.7516372686714162, + "FN": 308922, + "FP": 217871, + "IoU": 0.6020984524838209, + "TN": 147783572, + "TP": 797135, + "n_pred": 1015006, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.13374395072591289, + "FN": 251117, + "FP": 59985, + "IoU": 0.07166430928807166, + "TN": 148772382, + "TP": 24016, + "n_pred": 84001, + "n_ref": 275133 + }, + "8": { + "Dice": 0.6815530398497158, + "FN": 97912, + "FP": 24649, + "IoU": 0.5169362594396885, + "TN": 148853784, + "TP": 131155, + "n_pred": 155804, + "n_ref": 229067 + }, + "9": { + "Dice": 0.20718639206469347, + "FN": 77085, + "FP": 2523, + "IoU": 0.11556493722919675, + "TN": 149017490, + "TP": 10402, + "n_pred": 12925, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.017019591560558527, + "FN": 510677, + "FP": 693, + "IoU": 0.008582833944361832, + "TN": 100197003, + "TP": 4427, + "n_pred": 5120, + "n_ref": 515104 + }, + "10": { + "Dice": 0.23515937389067867, + "FN": 20916, + "FP": 93277, + "IoU": 0.13324680450557125, + "TN": 100581052, + "TP": 17555, + "n_pred": 110832, + "n_ref": 38471 + }, + "11": { + "Dice": 0.1815926569089556, + "FN": 3115, + "FP": 184, + "IoU": 0.09986357435197817, + "TN": 100709135, + "TP": 366, + "n_pred": 550, + "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": 16833, + "IoU": 0.0, + "TN": 100656812, + "TP": 0, + "n_pred": 16833, + "n_ref": 39155 + }, + "14": { + "Dice": 0.4829375072005793, + "FN": 80538, + "FP": 76543, + "IoU": 0.31833725340438646, + "TN": 100482362, + "TP": 73357, + "n_pred": 149900, + "n_ref": 153895 + }, + "15": { + "Dice": 0.19455313281048006, + "FN": 83979, + "FP": 9477, + "IoU": 0.1077589910542948, + "TN": 100608057, + "TP": 11287, + "n_pred": 20764, + "n_ref": 95266 + }, + "2": { + "Dice": 0.1799023199023199, + "FN": 196321, + "FP": 139509, + "IoU": 0.09884212362309312, + "TN": 100340135, + "TP": 36835, + "n_pred": 176344, + "n_ref": 233156 + }, + "3": { + "Dice": 0.38327154521389545, + "FN": 163931, + "FP": 29208, + "IoU": 0.2370661220684724, + "TN": 100459647, + "TP": 60014, + "n_pred": 89222, + "n_ref": 223945 + }, + "4": { + "Dice": 0.0009522773031506775, + "FN": 57617, + "FP": 15821, + "IoU": 0.00047636546758673254, + "TN": 100639327, + "TP": 35, + "n_pred": 15856, + "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": 0.4724808378481462, + "FN": 1118651, + "FP": 1023742, + "IoU": 0.30931254386527685, + "TN": 97610973, + "TP": 959434, + "n_pred": 1983176, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.19153238878271528, + "FN": 141280, + "FP": 120577, + "IoU": 0.1059086641058472, + "TN": 100419925, + "TP": 31018, + "n_pred": 151595, + "n_ref": 172298 + }, + "8": { + "Dice": 0.6092285961678929, + "FN": 43028, + "FP": 37755, + "IoU": 0.4380508504052033, + "TN": 100569045, + "TP": 62972, + "n_pred": 100727, + "n_ref": 106000 + }, + "9": { + "Dice": 0.4451738105471548, + "FN": 67675, + "FP": 17523, + "IoU": 0.28631741191844395, + "TN": 100593422, + "TP": 34180, + "n_pred": 51703, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5837215638196431, + "FN": 34983, + "FP": 26135, + "IoU": 0.4121516990641441, + "TN": 78846731, + "TP": 42851, + "n_pred": 68986, + "n_ref": 77834 + }, + "10": { + "Dice": 0.053890430435480544, + "FN": 37769, + "FP": 3488, + "IoU": 0.027691365007541477, + "TN": 78908268, + "TP": 1175, + "n_pred": 4663, + "n_ref": 38944 + }, + "11": { + "Dice": 0.09431818181818181, + "FN": 1285, + "FP": 309, + "IoU": 0.04949314251639833, + "TN": 78949023, + "TP": 83, + "n_pred": 392, + "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": 0.13198354950964886, + "FN": 54190, + "FP": 14405, + "IoU": 0.0706543828749492, + "TN": 78876890, + "TP": 5215, + "n_pred": 19620, + "n_ref": 59405 + }, + "14": { + "Dice": 0.11582742351858995, + "FN": 19462, + "FP": 99728, + "IoU": 0.0614738930840886, + "TN": 78823703, + "TP": 7807, + "n_pred": 107535, + "n_ref": 27269 + }, + "15": { + "Dice": 0.6781715303495987, + "FN": 27897, + "FP": 1736, + "IoU": 0.5130556240243201, + "TN": 78889845, + "TP": 31222, + "n_pred": 32958, + "n_ref": 59119 + }, + "2": { + "Dice": 0.6717259744786874, + "FN": 41348, + "FP": 16097, + "IoU": 0.505713400678036, + "TN": 78834482, + "TP": 58773, + "n_pred": 74870, + "n_ref": 100121 + }, + "3": { + "Dice": 0.010009916584028467, + "FN": 84248, + "FP": 609, + "IoU": 0.005030133902398987, + "TN": 78865414, + "TP": 429, + "n_pred": 1038, + "n_ref": 84677 + }, + "4": { + "Dice": 0.7380984970845083, + "FN": 3647, + "FP": 5920, + "IoU": 0.5849097535577924, + "TN": 78927652, + "TP": 13481, + "n_pred": 19401, + "n_ref": 17128 + }, + "5": { + "Dice": 0.06106827734016199, + "FN": 33701, + "FP": 32, + "IoU": 0.03149583692219351, + "TN": 78915870, + "TP": 1097, + "n_pred": 1129, + "n_ref": 34798 + }, + "6": { + "Dice": 0.7793013270914002, + "FN": 229997, + "FP": 40228, + "IoU": 0.6384059755177194, + "TN": 78203384, + "TP": 477091, + "n_pred": 517319, + "n_ref": 707088 + }, + "7": { + "Dice": 0.043263696561470694, + "FN": 704031, + "FP": 51474, + "IoU": 0.022110131286185244, + "TN": 78178113, + "TP": 17082, + "n_pred": 68556, + "n_ref": 721113 + }, + "8": { + "Dice": 0.43937846413640014, + "FN": 234316, + "FP": 12686, + "IoU": 0.281540690064399, + "TN": 78606906, + "TP": 96792, + "n_pred": 109478, + "n_ref": 331108 + }, + "9": { + "Dice": 0.258510412561763, + "FN": 48520, + "FP": 402, + "IoU": 0.14844212358572673, + "TN": 78893250, + "TP": 8528, + "n_pred": 8930, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8108399773552861, + "FN": 10702, + "FP": 53452, + "IoU": 0.6818594317962043, + "TN": 104802787, + "TP": 137499, + "n_pred": 190951, + "n_ref": 148201 + }, + "10": { + "Dice": 0.6123666534966417, + "FN": 40737, + "FP": 18129, + "IoU": 0.44130292417641864, + "TN": 104899077, + "TP": 46497, + "n_pred": 64626, + "n_ref": 87234 + }, + "11": { + "Dice": 0.308203125, + "FN": 3542, + "FP": 0, + "IoU": 0.18217501731701685, + "TN": 105000109, + "TP": 789, + "n_pred": 789, + "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": 0.09647771111329684, + "FN": 73404, + "FP": 9271, + "IoU": 0.05068378325620917, + "TN": 104917351, + "TP": 4414, + "n_pred": 13685, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8336048911441118, + "FN": 16362, + "FP": 5084, + "IoU": 0.7146848309075912, + "TN": 104929274, + "TP": 53720, + "n_pred": 58804, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8128747837216468, + "FN": 7212, + "FP": 683, + "IoU": 0.6847422433414527, + "TN": 104979397, + "TP": 17148, + "n_pred": 17831, + "n_ref": 24360 + }, + "2": { + "Dice": 0.6803208207752875, + "FN": 54840, + "FP": 54091, + "IoU": 0.515519856253975, + "TN": 104779599, + "TP": 115910, + "n_pred": 170001, + "n_ref": 170750 + }, + "3": { + "Dice": 0.5544396835077103, + "FN": 83540, + "FP": 28972, + "IoU": 0.38354655781716573, + "TN": 104821925, + "TP": 70003, + "n_pred": 98975, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6396, + "IoU": 0.0, + "TN": 104998044, + "TP": 0, + "n_pred": 6396, + "n_ref": 0 + }, + "5": { + "Dice": 0.24306852463726475, + "FN": 25004, + "FP": 6610, + "IoU": 0.13834832379394932, + "TN": 104967750, + "TP": 5076, + "n_pred": 11686, + "n_ref": 30080 + }, + "6": { + "Dice": 0.7275580338531475, + "FN": 97140, + "FP": 755681, + "IoU": 0.5717809167016896, + "TN": 103012887, + "TP": 1138732, + "n_pred": 1894413, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.5704067948144836, + "FN": 99302, + "FP": 97703, + "IoU": 0.3989993746091307, + "TN": 104676645, + "TP": 130790, + "n_pred": 228493, + "n_ref": 230092 + }, + "8": { + "Dice": 0.6963517938847302, + "FN": 154173, + "FP": 30719, + "IoU": 0.5341562168522311, + "TN": 104607543, + "TP": 212005, + "n_pred": 242724, + "n_ref": 366178 + }, + "9": { + "Dice": 0.4942805970149254, + "FN": 62507, + "FP": 1024, + "IoU": 0.3282687305715917, + "TN": 104909862, + "TP": 31047, + "n_pred": 32071, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4705810486806226, + "FN": 279456, + "FP": 32547, + "IoU": 0.30768616295402146, + "TN": 177225621, + "TP": 138664, + "n_pred": 171211, + "n_ref": 418120 + }, + "10": { + "Dice": 0.26783506597516504, + "FN": 54738, + "FP": 39425, + "IoU": 0.15462445908821576, + "TN": 177564902, + "TP": 17223, + "n_pred": 56648, + "n_ref": 71961 + }, + "11": { + "Dice": 0.08788550695424309, + "FN": 4525, + "FP": 0, + "IoU": 0.04596247100990934, + "TN": 177671545, + "TP": 218, + "n_pred": 218, + "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": 0.1272635584284601, + "FN": 71531, + "FP": 4617, + "IoU": 0.06795593635250918, + "TN": 177594588, + "TP": 5552, + "n_pred": 10169, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8525299827114445, + "FN": 13619, + "FP": 8047, + "IoU": 0.7429649314288426, + "TN": 177591996, + "TP": 62626, + "n_pred": 70673, + "n_ref": 76245 + }, + "15": { + "Dice": 0.8048944817543631, + "FN": 4652, + "FP": 4325, + "IoU": 0.6734923983414564, + "TN": 177648794, + "TP": 18517, + "n_pred": 22842, + "n_ref": 23169 + }, + "2": { + "Dice": 0.6259667506708847, + "FN": 91787, + "FP": 54702, + "IoU": 0.4555688524833871, + "TN": 177407220, + "TP": 122579, + "n_pred": 177281, + "n_ref": 214366 + }, + "3": { + "Dice": 0.5945205401417858, + "FN": 102679, + "FP": 39682, + "IoU": 0.4230019414170318, + "TN": 177429561, + "TP": 104366, + "n_pred": 144048, + "n_ref": 207045 + }, + "4": { + "Dice": 0.0, + "FN": 34433, + "FP": 1541, + "IoU": 0.0, + "TN": 177640314, + "TP": 0, + "n_pred": 1541, + "n_ref": 34433 + }, + "5": { + "Dice": 0.569566146612524, + "FN": 17856, + "FP": 2284, + "IoU": 0.3981772000597639, + "TN": 177642823, + "TP": 13325, + "n_pred": 15609, + "n_ref": 31181 + }, + "6": { + "Dice": 0.7155654467283488, + "FN": 382636, + "FP": 748577, + "IoU": 0.5571054164696007, + "TN": 175122152, + "TP": 1422923, + "n_pred": 2171500, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.6068417750357753, + "FN": 159759, + "FP": 110312, + "IoU": 0.43558711721445603, + "TN": 177197789, + "TP": 208428, + "n_pred": 318740, + "n_ref": 368187 + }, + "8": { + "Dice": 0.7022746271283382, + "FN": 39825, + "FP": 95515, + "IoU": 0.5411581231353404, + "TN": 177381328, + "TP": 159620, + "n_pred": 255135, + "n_ref": 199445 + }, + "9": { + "Dice": 0.3485595716040747, + "FN": 105575, + "FP": 5250, + "IoU": 0.211063969133078, + "TN": 177535814, + "TP": 29649, + "n_pred": 34899, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8811375001398383, + "FN": 29534, + "FP": 12966, + "IoU": 0.787529745835583, + "TN": 193805507, + "TP": 157528, + "n_pred": 170494, + "n_ref": 187062 + }, + "10": { + "Dice": 0.4543689609259356, + "FN": 56504, + "FP": 16849, + "IoU": 0.2939698734299052, + "TN": 193901640, + "TP": 30542, + "n_pred": 47391, + "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": 0.2544075072376959, + "FN": 54135, + "FP": 20551, + "IoU": 0.14574278263256624, + "TN": 193918107, + "TP": 12742, + "n_pred": 33293, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7674801584023176, + "FN": 6229, + "FP": 35988, + "IoU": 0.6226919295736885, + "TN": 193893645, + "TP": 69673, + "n_pred": 105661, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7044709861536835, + "FN": 7636, + "FP": 3548, + "IoU": 0.5437709064208207, + "TN": 193981021, + "TP": 13330, + "n_pred": 16878, + "n_ref": 20966 + }, + "2": { + "Dice": 0.6823605114243151, + "FN": 12707, + "FP": 104778, + "IoU": 0.5178658634175568, + "TN": 193761858, + "TP": 126192, + "n_pred": 230970, + "n_ref": 138899 + }, + "3": { + "Dice": 0.0, + "FN": 134555, + "FP": 0, + "IoU": 0.0, + "TN": 193870980, + "TP": 0, + "n_pred": 0, + "n_ref": 134555 + }, + "4": { + "Dice": 0.6834710743801653, + "FN": 9451, + "FP": 1273, + "IoU": 0.5191462649089768, + "TN": 193983233, + "TP": 11578, + "n_pred": 12851, + "n_ref": 21029 + }, + "5": { + "Dice": 0.10507096596389692, + "FN": 25745, + "FP": 233, + "IoU": 0.05544849652765153, + "TN": 193978032, + "TP": 1525, + "n_pred": 1758, + "n_ref": 27270 + }, + "6": { + "Dice": 0.7621110653115358, + "FN": 280474, + "FP": 409191, + "IoU": 0.6156538312569487, + "TN": 192211150, + "TP": 1104720, + "n_pred": 1513911, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.226507032497643, + "FN": 274883, + "FP": 46723, + "IoU": 0.1277180325201047, + "TN": 193636840, + "TP": 47089, + "n_pred": 93812, + "n_ref": 321972 + }, + "8": { + "Dice": 0.7407154208575562, + "FN": 96214, + "FP": 5431, + "IoU": 0.5882033601665904, + "TN": 193758702, + "TP": 145188, + "n_pred": 150619, + "n_ref": 241402 + }, + "9": { + "Dice": 0.4254790296699493, + "FN": 71371, + "FP": 1669, + "IoU": 0.2702276042603361, + "TN": 193905449, + "TP": 27046, + "n_pred": 28715, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7466095786155493, + "FN": 38425, + "FP": 13181, + "IoU": 0.5956719996239247, + "TN": 99528166, + "TP": 76028, + "n_pred": 89209, + "n_ref": 114453 + }, + "10": { + "Dice": 0.5907666741678063, + "FN": 37557, + "FP": 9725, + "IoU": 0.4192113990910208, + "TN": 99574390, + "TP": 34128, + "n_pred": 43853, + "n_ref": 71685 + }, + "11": { + "Dice": 0.11831568070266081, + "FN": 3413, + "FP": 0, + "IoU": 0.0628775398132894, + "TN": 99652158, + "TP": 229, + "n_pred": 229, + "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": 0.14814153763776716, + "FN": 40451, + "FP": 16822, + "IoU": 0.07999614476410775, + "TN": 99593547, + "TP": 4980, + "n_pred": 21802, + "n_ref": 45431 + }, + "14": { + "Dice": 0.3658269283458549, + "FN": 28771, + "FP": 59185, + "IoU": 0.22386057798367526, + "TN": 99542475, + "TP": 25369, + "n_pred": 84554, + "n_ref": 54140 + }, + "15": { + "Dice": 0.44043637521898393, + "FN": 26885, + "FP": 1223, + "IoU": 0.28241000765892266, + "TN": 99616630, + "TP": 11062, + "n_pred": 12285, + "n_ref": 37947 + }, + "2": { + "Dice": 0.5879848461154298, + "FN": 56473, + "FP": 25202, + "IoU": 0.41641539362933533, + "TN": 99515846, + "TP": 58279, + "n_pred": 83481, + "n_ref": 114752 + }, + "3": { + "Dice": 0.7604127972263852, + "FN": 34762, + "FP": 21351, + "IoU": 0.6134403416919262, + "TN": 99510640, + "TP": 89047, + "n_pred": 110398, + "n_ref": 123809 + }, + "4": { + "Dice": 0.4816776106757043, + "FN": 12084, + "FP": 2598, + "IoU": 0.31724330357142855, + "TN": 99634296, + "TP": 6822, + "n_pred": 9420, + "n_ref": 18906 + }, + "5": { + "Dice": 0.06471427004497093, + "FN": 6671, + "FP": 1856, + "IoU": 0.03343912944910451, + "TN": 99646978, + "TP": 295, + "n_pred": 2151, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9037678782757548, + "FN": 109696, + "FP": 155311, + "IoU": 0.8244311221734986, + "TN": 98146381, + "TP": 1244412, + "n_pred": 1399723, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.29069783547727734, + "FN": 93517, + "FP": 264948, + "IoU": 0.1700681374603226, + "TN": 99223879, + "TP": 73456, + "n_pred": 338404, + "n_ref": 166973 + }, + "8": { + "Dice": 0.7012784211169958, + "FN": 26374, + "FP": 37136, + "IoU": 0.5399759521360588, + "TN": 99517742, + "TP": 74548, + "n_pred": 111684, + "n_ref": 100922 + }, + "9": { + "Dice": 0.27190583222754805, + "FN": 80473, + "FP": 186, + "IoU": 0.1573443376514835, + "TN": 99560080, + "TP": 15061, + "n_pred": 15247, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7225395947941183, + "FN": 190734, + "FP": 6019, + "IoU": 0.5656062542914356, + "TN": 62630583, + "TP": 256184, + "n_pred": 262203, + "n_ref": 446918 + }, + "10": { + "Dice": 0.407587387486885, + "FN": 48702, + "FP": 15666, + "IoU": 0.2559558900024274, + "TN": 62997009, + "TP": 22143, + "n_pred": 37809, + "n_ref": 70845 + }, + "11": { + "Dice": 0.41770519982810483, + "FN": 2573, + "FP": 137, + "IoU": 0.26398696360673546, + "TN": 63079838, + "TP": 972, + "n_pred": 1109, + "n_ref": 3545 + }, + "12": { + "Dice": 0.16282642089093702, + "FN": 3184, + "FP": 86, + "IoU": 0.08862876254180602, + "TN": 63079932, + "TP": 318, + "n_pred": 404, + "n_ref": 3502 + }, + "13": { + "Dice": 0.11496791523653187, + "FN": 41803, + "FP": 17503, + "IoU": 0.060989898350169415, + "TN": 63020362, + "TP": 3852, + "n_pred": 21355, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6883, + "IoU": 0.0, + "TN": 63076637, + "TP": 0, + "n_pred": 6883, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5517219791021042, + "FN": 35846, + "FP": 107360, + "IoU": 0.38095032248024485, + "TN": 62852188, + "TP": 88126, + "n_pred": 195486, + "n_ref": 123972 + }, + "3": { + "Dice": 0.003976204658502812, + "FN": 127332, + "FP": 1423, + "IoU": 0.001992062753852355, + "TN": 62954508, + "TP": 257, + "n_pred": 1680, + "n_ref": 127589 + }, + "4": { + "Dice": 0.00011092623405435385, + "FN": 18028, + "FP": 0, + "IoU": 5.5466193355150034e-05, + "TN": 63065491, + "TP": 1, + "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": 0.7509613708164503, + "FN": 322072, + "FP": 213569, + "IoU": 0.6012315017889607, + "TN": 61740282, + "TP": 807597, + "n_pred": 1021166, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.3003913733015487, + "FN": 111104, + "FP": 101081, + "IoU": 0.17674149717930612, + "TN": 62825782, + "TP": 45553, + "n_pred": 146634, + "n_ref": 156657 + }, + "8": { + "Dice": 0.7581025452187151, + "FN": 42990, + "FP": 1023, + "IoU": 0.6104389233587948, + "TN": 62970539, + "TP": 68968, + "n_pred": 69991, + "n_ref": 111958 + }, + "9": { + "Dice": 0.12108665342853521, + "FN": 40023, + "FP": 1583, + "IoU": 0.06444504407267494, + "TN": 63039048, + "TP": 2866, + "n_pred": 4449, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8337870125303368, + "FN": 46923, + "FP": 58957, + "IoU": 0.714952604274634, + "TN": 109237371, + "TP": 265567, + "n_pred": 324524, + "n_ref": 312490 + }, + "10": { + "Dice": 0.4647662245698647, + "FN": 39359, + "FP": 72507, + "IoU": 0.3027331941284632, + "TN": 109448383, + "TP": 48569, + "n_pred": 121076, + "n_ref": 87928 + }, + "11": { + "Dice": 0.2319607102380053, + "FN": 3852, + "FP": 214, + "IoU": 0.1311965811965812, + "TN": 109604138, + "TP": 614, + "n_pred": 828, + "n_ref": 4466 + }, + "12": { + "Dice": 0.11179557380789414, + "FN": 3836, + "FP": 57, + "IoU": 0.059207346544224264, + "TN": 109604680, + "TP": 245, + "n_pred": 302, + "n_ref": 4081 + }, + "13": { + "Dice": 0.25865059532559165, + "FN": 63183, + "FP": 37685, + "IoU": 0.14853457590491626, + "TN": 109490354, + "TP": 17596, + "n_pred": 55281, + "n_ref": 80779 + }, + "14": { + "Dice": 0.22032658468450306, + "FN": 77790, + "FP": 57573, + "IoU": 0.12380169461903437, + "TN": 109454329, + "TP": 19126, + "n_pred": 76699, + "n_ref": 96916 + }, + "15": { + "Dice": 0.4477185619143386, + "FN": 72819, + "FP": 2975, + "IoU": 0.2884261519396147, + "TN": 109502302, + "TP": 30722, + "n_pred": 33697, + "n_ref": 103541 + }, + "2": { + "Dice": 0.4664722169632715, + "FN": 135216, + "FP": 45142, + "IoU": 0.3041824361600753, + "TN": 109349615, + "TP": 78845, + "n_pred": 123987, + "n_ref": 214061 + }, + "3": { + "Dice": 0.7273443553916968, + "FN": 49983, + "FP": 96742, + "IoU": 0.5715170152060719, + "TN": 109266389, + "TP": 195704, + "n_pred": 292446, + "n_ref": 245687 + }, + "4": { + "Dice": 0.0026276066416950857, + "FN": 50196, + "FP": 21164, + "IoU": 0.0013155316707252219, + "TN": 109537364, + "TP": 94, + "n_pred": 21258, + "n_ref": 50290 + }, + "5": { + "Dice": 0.4328039503536634, + "FN": 7309, + "FP": 1191, + "IoU": 0.2761645235459423, + "TN": 109597075, + "TP": 3243, + "n_pred": 4434, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7154888394554588, + "FN": 206103, + "FP": 624471, + "IoU": 0.5570125518817155, + "TN": 107733880, + "TP": 1044364, + "n_pred": 1668835, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.5148475152749725, + "FN": 751120, + "FP": 91030, + "IoU": 0.3466630669713995, + "TN": 108319820, + "TP": 446848, + "n_pred": 537878, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8288132073512615, + "FN": 9595, + "FP": 23379, + "IoU": 0.7076695302180023, + "TN": 109496021, + "TP": 79823, + "n_pred": 103202, + "n_ref": 89418 + }, + "9": { + "Dice": 0.5403685853355179, + "FN": 32609, + "FP": 5824, + "IoU": 0.37020893076607947, + "TN": 109547793, + "TP": 22592, + "n_pred": 28416, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8084910517857421, + "FN": 6959, + "FP": 17589, + "IoU": 0.6785438355267466, + "TN": 66990987, + "TP": 51817, + "n_pred": 69406, + "n_ref": 58776 + }, + "10": { + "Dice": 0.32233044553221607, + "FN": 62630, + "FP": 5345, + "IoU": 0.19212987722988792, + "TN": 66983211, + "TP": 16166, + "n_pred": 21511, + "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": 0.1607301044477864, + "FN": 34310, + "FP": 6429, + "IoU": 0.08738799283154122, + "TN": 67022712, + "TP": 3901, + "n_pred": 10330, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7427250998126237, + "FN": 19388, + "FP": 19469, + "IoU": 0.5907420085312549, + "TN": 66972407, + "TP": 56088, + "n_pred": 75557, + "n_ref": 75476 + }, + "15": { + "Dice": 0.5766555541836441, + "FN": 17351, + "FP": 3221, + "IoU": 0.40514125437353615, + "TN": 67032769, + "TP": 14011, + "n_pred": 17232, + "n_ref": 31362 + }, + "2": { + "Dice": 0.5624088489625655, + "FN": 39797, + "FP": 125528, + "IoU": 0.3912161316217789, + "TN": 66795786, + "TP": 106241, + "n_pred": 231769, + "n_ref": 146038 + }, + "3": { + "Dice": 0.025310551382137773, + "FN": 158308, + "FP": 504, + "IoU": 0.012817484490968086, + "TN": 66906478, + "TP": 2062, + "n_pred": 2566, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 2107, + "IoU": 0.0, + "TN": 67052206, + "TP": 0, + "n_pred": 2107, + "n_ref": 13039 + }, + "5": { + "Dice": 0.0, + "FN": 8921, + "FP": 4, + "IoU": 0.0, + "TN": 67058427, + "TP": 0, + "n_pred": 4, + "n_ref": 8921 + }, + "6": { + "Dice": 0.8141977225947908, + "FN": 237101, + "FP": 147540, + "IoU": 0.6866218239826887, + "TN": 65839950, + "TP": 842761, + "n_pred": 990301, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.23541532352204114, + "FN": 296655, + "FP": 60312, + "IoU": 0.13341117978646444, + "TN": 66655430, + "TP": 54955, + "n_pred": 115267, + "n_ref": 351610 + }, + "8": { + "Dice": 0.7907482234917096, + "FN": 14774, + "FP": 22771, + "IoU": 0.6539152878278103, + "TN": 66958867, + "TP": 70940, + "n_pred": 93711, + "n_ref": 85714 + }, + "9": { + "Dice": 0.39995598503491187, + "FN": 57353, + "FP": 2631, + "IoU": 0.24996561425445452, + "TN": 66987377, + "TP": 19991, + "n_pred": 22622, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4056594039300499, + "FN": 131074, + "FP": 12927, + "IoU": 0.254437103922462, + "TN": 74326136, + "TP": 49143, + "n_pred": 62070, + "n_ref": 180217 + }, + "10": { + "Dice": 0.4358910521336454, + "FN": 38641, + "FP": 6675, + "IoU": 0.27868330574302813, + "TN": 74456456, + "TP": 17508, + "n_pred": 24183, + "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": 0.1067698158422547, + "FN": 38791, + "FP": 29793, + "IoU": 0.05639558080981798, + "TN": 74446597, + "TP": 4099, + "n_pred": 33892, + "n_ref": 42890 + }, + "14": { + "Dice": 0.4326586100052083, + "FN": 7419, + "FP": 56850, + "IoU": 0.27604618417347226, + "TN": 74430505, + "TP": 24506, + "n_pred": 81356, + "n_ref": 31925 + }, + "15": { + "Dice": 0.5338452451269935, + "FN": 16802, + "FP": 6874, + "IoU": 0.3641124808637499, + "TN": 74482047, + "TP": 13557, + "n_pred": 20431, + "n_ref": 30359 + }, + "2": { + "Dice": 0.5286803503703155, + "FN": 19772, + "FP": 196214, + "IoU": 0.35932392427667137, + "TN": 74182158, + "TP": 121136, + "n_pred": 317350, + "n_ref": 140908 + }, + "3": { + "Dice": 0.0018192731570577279, + "FN": 155494, + "FP": 5815, + "IoU": 0.0009104647705876523, + "TN": 74357824, + "TP": 147, + "n_pred": 5962, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 12826, + "IoU": 0.0, + "TN": 74493176, + "TP": 0, + "n_pred": 12826, + "n_ref": 13278 + }, + "5": { + "Dice": 0.010692068429237946, + "FN": 10099, + "FP": 79, + "IoU": 0.005374767907749438, + "TN": 74509047, + "TP": 55, + "n_pred": 134, + "n_ref": 10154 + }, + "6": { + "Dice": 0.8661823523312252, + "FN": 298626, + "FP": 105311, + "IoU": 0.7639520818115413, + "TN": 72808030, + "TP": 1307313, + "n_pred": 1412624, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.3270095763203714, + "FN": 122116, + "FP": 63414, + "IoU": 0.19546410528826347, + "TN": 74288675, + "TP": 45075, + "n_pred": 108489, + "n_ref": 167191 + }, + "8": { + "Dice": 0.6452021012293843, + "FN": 29190, + "FP": 9511, + "IoU": 0.476234943835431, + "TN": 74445390, + "TP": 35189, + "n_pred": 44700, + "n_ref": 64379 + }, + "9": { + "Dice": 0.21121420542229505, + "FN": 81772, + "FP": 1030, + "IoU": 0.11807685753237901, + "TN": 74425392, + "TP": 11086, + "n_pred": 12116, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9059442700965328, + "FN": 32207, + "FP": 19852, + "IoU": 0.8280604409214763, + "TN": 65748405, + "TP": 250716, + "n_pred": 270568, + "n_ref": 282923 + }, + "10": { + "Dice": 0.2809355712283225, + "FN": 64393, + "FP": 33586, + "IoU": 0.16342352649868938, + "TN": 65934061, + "TP": 19140, + "n_pred": 52726, + "n_ref": 83533 + }, + "11": { + "Dice": 0.6857632933104632, + "FN": 1638, + "FP": 194, + "IoU": 0.5217958757504568, + "TN": 66047349, + "TP": 1999, + "n_pred": 2193, + "n_ref": 3637 + }, + "12": { + "Dice": 0.029356652092442224, + "FN": 2979, + "FP": 129, + "IoU": 0.014896988906497623, + "TN": 66048025, + "TP": 47, + "n_pred": 176, + "n_ref": 3026 + }, + "13": { + "Dice": 0.2215594720790262, + "FN": 39417, + "FP": 18267, + "IoU": 0.1245807597165101, + "TN": 65985287, + "TP": 8209, + "n_pred": 26476, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8323487220619765, + "FN": 4707, + "FP": 17031, + "IoU": 0.7128401585204756, + "TN": 65975480, + "TP": 53962, + "n_pred": 70993, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8663090780285396, + "FN": 3196, + "FP": 3409, + "IoU": 0.7641492590608819, + "TN": 66023175, + "TP": 21400, + "n_pred": 24809, + "n_ref": 24596 + }, + "2": { + "Dice": 0.5389559423727631, + "FN": 82148, + "FP": 23586, + "IoU": 0.36888411376727254, + "TN": 65883645, + "TP": 61801, + "n_pred": 85387, + "n_ref": 143949 + }, + "3": { + "Dice": 0.6873426420420402, + "FN": 45306, + "FP": 56151, + "IoU": 0.523626853477824, + "TN": 65838202, + "TP": 111521, + "n_pred": 167672, + "n_ref": 156827 + }, + "4": { + "Dice": 0.2543475146827102, + "FN": 25089, + "FP": 938, + "IoU": 0.1457034070767413, + "TN": 66020714, + "TP": 4439, + "n_pred": 5377, + "n_ref": 29528 + }, + "5": { + "Dice": 0.2916560994166878, + "FN": 8254, + "FP": 125, + "IoU": 0.1707244655581948, + "TN": 66041076, + "TP": 1725, + "n_pred": 1850, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8514340793637972, + "FN": 85376, + "FP": 242000, + "IoU": 0.7413018826922697, + "TN": 64785705, + "TP": 938099, + "n_pred": 1180099, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.4434548069629914, + "FN": 694728, + "FP": 12612, + "IoU": 0.28489684009608307, + "TN": 65062036, + "TP": 281804, + "n_pred": 294416, + "n_ref": 976532 + }, + "8": { + "Dice": 0.7625358738342726, + "FN": 12083, + "FP": 31026, + "IoU": 0.6162084683593889, + "TN": 65938856, + "TP": 69215, + "n_pred": 100241, + "n_ref": 81298 + }, + "9": { + "Dice": 0.30412249705535926, + "FN": 57175, + "FP": 1905, + "IoU": 0.17933046256424504, + "TN": 65979190, + "TP": 12910, + "n_pred": 14815, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9720606502750557, + "FN": 5746, + "FP": 2756, + "IoU": 0.9456400813288832, + "TN": 113316138, + "TP": 147900, + "n_pred": 150656, + "n_ref": 153646 + }, + "10": { + "Dice": 0.42818037322658503, + "FN": 51472, + "FP": 26236, + "IoU": 0.2724106290144379, + "TN": 113365738, + "TP": 29094, + "n_pred": 55330, + "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": 0.37544876124124693, + "FN": 55751, + "FP": 14531, + "IoU": 0.23110921483037405, + "TN": 113381133, + "TP": 21125, + "n_pred": 35656, + "n_ref": 76876 + }, + "14": { + "Dice": 0.7757955941288852, + "FN": 95278, + "FP": 2009, + "IoU": 0.6337141006912547, + "TN": 113206936, + "TP": 168317, + "n_pred": 170326, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7773354049329967, + "FN": 5873, + "FP": 3299, + "IoU": 0.6357715828766579, + "TN": 113447358, + "TP": 16010, + "n_pred": 19309, + "n_ref": 21883 + }, + "2": { + "Dice": 0.6701947434833878, + "FN": 21660, + "FP": 82103, + "IoU": 0.5039796167139121, + "TN": 113263349, + "TP": 105428, + "n_pred": 187531, + "n_ref": 127088 + }, + "3": { + "Dice": 0.40689881303692044, + "FN": 89276, + "FP": 1166, + "IoU": 0.25541303739318, + "TN": 113351074, + "TP": 31024, + "n_pred": 32190, + "n_ref": 120300 + }, + "4": { + "Dice": 0.6748773000496314, + "FN": 12735, + "FP": 4952, + "IoU": 0.5092941959826879, + "TN": 113436496, + "TP": 18357, + "n_pred": 23309, + "n_ref": 31092 + }, + "5": { + "Dice": 0.15792233599205144, + "FN": 29965, + "FP": 546, + "IoU": 0.08573055255903152, + "TN": 113439168, + "TP": 2861, + "n_pred": 3407, + "n_ref": 32826 + }, + "6": { + "Dice": 0.8509729725252263, + "FN": 270392, + "FP": 35459, + "IoU": 0.7406030947726415, + "TN": 112293455, + "TP": 873234, + "n_pred": 908693, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.18574143121135148, + "FN": 189579, + "FP": 59817, + "IoU": 0.10237869860819677, + "TN": 113194699, + "TP": 28445, + "n_pred": 88262, + "n_ref": 218024 + }, + "8": { + "Dice": 0.6354285112655296, + "FN": 93868, + "FP": 44640, + "IoU": 0.46566157692099963, + "TN": 113213326, + "TP": 120706, + "n_pred": 165346, + "n_ref": 214574 + }, + "9": { + "Dice": 0.025585997380083058, + "FN": 104862, + "FP": 21, + "IoU": 0.012958780350084699, + "TN": 113366280, + "TP": 1377, + "n_pred": 1398, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5342173524784193, + "FN": 51811, + "FP": 79631, + "IoU": 0.364458777965274, + "TN": 74989909, + "TP": 75377, + "n_pred": 155008, + "n_ref": 127188 + }, + "10": { + "Dice": 0.5919300288655707, + "FN": 52275, + "FP": 13603, + "IoU": 0.42038395889422653, + "TN": 75083070, + "TP": 47780, + "n_pred": 61383, + "n_ref": 100055 + }, + "11": { + "Dice": 0.3637580897121178, + "FN": 2729, + "FP": 122, + "IoU": 0.22231314784506273, + "TN": 75193062, + "TP": 815, + "n_pred": 937, + "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": 0.10457537171907122, + "FN": 51979, + "FP": 4208, + "IoU": 0.05517252976390664, + "TN": 75137260, + "TP": 3281, + "n_pred": 7489, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9114874113720605, + "FN": 14528, + "FP": 8492, + "IoU": 0.8373696555232147, + "TN": 75055180, + "TP": 118528, + "n_pred": 127020, + "n_ref": 133056 + }, + "15": { + "Dice": 0.29554517989563306, + "FN": 60361, + "FP": 3762, + "IoU": 0.17339572537190295, + "TN": 75119154, + "TP": 13451, + "n_pred": 17213, + "n_ref": 73812 + }, + "2": { + "Dice": 0.6386033768169559, + "FN": 27208, + "FP": 107598, + "IoU": 0.46907959513213343, + "TN": 74942818, + "TP": 119104, + "n_pred": 226702, + "n_ref": 146312 + }, + "3": { + "Dice": 0.04889766028720559, + "FN": 143749, + "FP": 2755, + "IoU": 0.025061555866107674, + "TN": 75046458, + "TP": 3766, + "n_pred": 6521, + "n_ref": 147515 + }, + "4": { + "Dice": 0.5735489587948605, + "FN": 14607, + "FP": 793, + "IoU": 0.4020810684888958, + "TN": 75170972, + "TP": 10356, + "n_pred": 11149, + "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": 0.8658906819669493, + "FN": 72606, + "FP": 294128, + "IoU": 0.7634984284131552, + "TN": 73646066, + "TP": 1183928, + "n_pred": 1478056, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.45540118612987956, + "FN": 82897, + "FP": 81934, + "IoU": 0.2948346082105515, + "TN": 74962980, + "TP": 68917, + "n_pred": 150851, + "n_ref": 151814 + }, + "8": { + "Dice": 0.7381738173817382, + "FN": 26362, + "FP": 15050, + "IoU": 0.5850043591979076, + "TN": 75096939, + "TP": 58377, + "n_pred": 73427, + "n_ref": 84739 + }, + "9": { + "Dice": 0.12943568040514034, + "FN": 71789, + "FP": 1442, + "IoU": 0.06919605973943438, + "TN": 75118053, + "TP": 5444, + "n_pred": 6886, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8716064992072272, + "FN": 44886, + "FP": 5482, + "IoU": 0.7724313358725168, + "TN": 86706541, + "TP": 170963, + "n_pred": 176445, + "n_ref": 215849 + }, + "10": { + "Dice": 0.48411542439786376, + "FN": 22960, + "FP": 74796, + "IoU": 0.3193616665738317, + "TN": 86784248, + "TP": 45868, + "n_pred": 120664, + "n_ref": 68828 + }, + "11": { + "Dice": 0.12525808671713695, + "FN": 2408, + "FP": 134, + "IoU": 0.06681350954478708, + "TN": 86925148, + "TP": 182, + "n_pred": 316, + "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": 0.3426667724280162, + "FN": 40241, + "FP": 17768, + "IoU": 0.2067579209342395, + "TN": 86854743, + "TP": 15120, + "n_pred": 32888, + "n_ref": 55361 + }, + "14": { + "Dice": 0.6433687015646279, + "FN": 17610, + "FP": 55192, + "IoU": 0.4742399075612046, + "TN": 86789402, + "TP": 65668, + "n_pred": 120860, + "n_ref": 83278 + }, + "15": { + "Dice": 0.4382474310606169, + "FN": 116827, + "FP": 654, + "IoU": 0.28061258856019644, + "TN": 86764565, + "TP": 45826, + "n_pred": 46480, + "n_ref": 162653 + }, + "2": { + "Dice": 0.5609418877872657, + "FN": 45916, + "FP": 76662, + "IoU": 0.38979794007397417, + "TN": 86726991, + "TP": 78303, + "n_pred": 154965, + "n_ref": 124219 + }, + "3": { + "Dice": 0.5237965395865352, + "FN": 106958, + "FP": 8308, + "IoU": 0.3548267929407419, + "TN": 86749213, + "TP": 63393, + "n_pred": 71701, + "n_ref": 170351 + }, + "4": { + "Dice": 0.23510839229836777, + "FN": 12352, + "FP": 14781, + "IoU": 0.13321406893907933, + "TN": 86896569, + "TP": 4170, + "n_pred": 18951, + "n_ref": 16522 + }, + "5": { + "Dice": 0.07390462783740982, + "FN": 5263, + "FP": 0, + "IoU": 0.03837018088799562, + "TN": 86922399, + "TP": 210, + "n_pred": 210, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8749170702030262, + "FN": 54031, + "FP": 266294, + "IoU": 0.7776467378817212, + "TN": 85487259, + "TP": 1120288, + "n_pred": 1386582, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.4262986199652097, + "FN": 719446, + "FP": 98141, + "IoU": 0.2708891441372348, + "TN": 85806524, + "TP": 303761, + "n_pred": 401902, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.7994506156478157, + "FN": 4621, + "FP": 20348, + "IoU": 0.6659039820166988, + "TN": 86853136, + "TP": 49767, + "n_pred": 70115, + "n_ref": 54388 + }, + "9": { + "Dice": 0.4697086085932299, + "FN": 32416, + "FP": 9004, + "IoU": 0.30694063315708453, + "TN": 86868108, + "TP": 18344, + "n_pred": 27348, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5403290030810256, + "FN": 13491, + "FP": 114070, + "IoU": 0.3701717744762582, + "TN": 37547067, + "TP": 74972, + "n_pred": 189042, + "n_ref": 88463 + }, + "10": { + "Dice": 0.0, + "FN": 59244, + "FP": 3592, + "IoU": 0.0, + "TN": 37686764, + "TP": 0, + "n_pred": 3592, + "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": 0.04709821913935941, + "FN": 43802, + "FP": 21, + "IoU": 0.02411704449294081, + "TN": 37704694, + "TP": 1083, + "n_pred": 1104, + "n_ref": 44885 + }, + "14": { + "Dice": 0.300776666261131, + "FN": 23634, + "FP": 332700, + "IoU": 0.17700831920623408, + "TN": 37316626, + "TP": 76640, + "n_pred": 409340, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 13252, + "IoU": 0.0, + "TN": 37736348, + "TP": 0, + "n_pred": 13252, + "n_ref": 0 + }, + "2": { + "Dice": 0.4201513486487472, + "FN": 59896, + "FP": 51439, + "IoU": 0.2659440499502212, + "TN": 37597929, + "TP": 40336, + "n_pred": 91775, + "n_ref": 100232 + }, + "3": { + "Dice": 0.0, + "FN": 88699, + "FP": 246, + "IoU": 0.0, + "TN": 37660655, + "TP": 0, + "n_pred": 246, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 4779, + "IoU": 0.0, + "TN": 37733127, + "TP": 0, + "n_pred": 4779, + "n_ref": 11694 + }, + "5": { + "Dice": 0.060129509713228495, + "FN": 9724, + "FP": 436, + "IoU": 0.030996661897949453, + "TN": 37739115, + "TP": 325, + "n_pred": 761, + "n_ref": 10049 + }, + "6": { + "Dice": 0.48500891786495226, + "FN": 501862, + "FP": 9210, + "IoU": 0.3201397840450906, + "TN": 36997869, + "TP": 240659, + "n_pred": 249869, + "n_ref": 742521 + }, + "7": { + "Dice": 0.25994189713838967, + "FN": 272142, + "FP": 144359, + "IoU": 0.14938690651243342, + "TN": 37259952, + "TP": 73147, + "n_pred": 217506, + "n_ref": 345289 + }, + "8": { + "Dice": 0.6502849229088183, + "FN": 26905, + "FP": 28144, + "IoU": 0.48179422008848727, + "TN": 37643370, + "TP": 51181, + "n_pred": 79325, + "n_ref": 78086 + }, + "9": { + "Dice": 0.04305339693088232, + "FN": 53566, + "FP": 1, + "IoU": 0.022000292120061344, + "TN": 37694828, + "TP": 1205, + "n_pred": 1206, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8090801287480942, + "FN": 40417, + "FP": 33965, + "IoU": 0.6793741109530583, + "TN": 75674698, + "TP": 157608, + "n_pred": 191573, + "n_ref": 198025 + }, + "10": { + "Dice": 0.755758326146968, + "FN": 35675, + "FP": 15022, + "IoU": 0.6074047687268166, + "TN": 75777555, + "TP": 78436, + "n_pred": 93458, + "n_ref": 114111 + }, + "11": { + "Dice": 0.5395061728395062, + "FN": 2594, + "FP": 390, + "IoU": 0.3693998309382925, + "TN": 75901956, + "TP": 1748, + "n_pred": 2138, + "n_ref": 4342 + }, + "12": { + "Dice": 0.005221932114882507, + "FN": 4572, + "FP": 0, + "IoU": 0.002617801047120419, + "TN": 75902104, + "TP": 12, + "n_pred": 12, + "n_ref": 4584 + }, + "13": { + "Dice": 0.5315369100443728, + "FN": 25030, + "FP": 4003, + "IoU": 0.36196817862165964, + "TN": 75861184, + "TP": 16471, + "n_pred": 20474, + "n_ref": 41501 + }, + "14": { + "Dice": 0.7727904058947687, + "FN": 31597, + "FP": 22550, + "IoU": 0.629713465089243, + "TN": 75760458, + "TP": 92083, + "n_pred": 114633, + "n_ref": 123680 + }, + "15": { + "Dice": 0.32685028411357453, + "FN": 150398, + "FP": 1474, + "IoU": 0.19535029113662494, + "TN": 75717945, + "TP": 36871, + "n_pred": 38345, + "n_ref": 187269 + }, + "2": { + "Dice": 0.49383505858508747, + "FN": 100854, + "FP": 87451, + "IoU": 0.3278758155937237, + "TN": 75626524, + "TP": 91859, + "n_pred": 179310, + "n_ref": 192713 + }, + "3": { + "Dice": 0.46596432719899306, + "FN": 136106, + "FP": 127792, + "IoU": 0.3037506463902403, + "TN": 75527660, + "TP": 115130, + "n_pred": 242922, + "n_ref": 251236 + }, + "4": { + "Dice": 0.07032684539111274, + "FN": 29028, + "FP": 1350, + "IoU": 0.03644495194595109, + "TN": 75875161, + "TP": 1149, + "n_pred": 2499, + "n_ref": 30177 + }, + "5": { + "Dice": 0.5606481481481481, + "FN": 4785, + "FP": 2807, + "IoU": 0.38951431328401415, + "TN": 75894252, + "TP": 4844, + "n_pred": 7651, + "n_ref": 9629 + }, + "6": { + "Dice": 0.8388224633845356, + "FN": 161910, + "FP": 431840, + "IoU": 0.7223895028399262, + "TN": 73767900, + "TP": 1545038, + "n_pred": 1976878, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.5201735390823211, + "FN": 136571, + "FP": 116477, + "IoU": 0.3515098241720505, + "TN": 75516477, + "TP": 137163, + "n_pred": 253640, + "n_ref": 273734 + }, + "8": { + "Dice": 0.887025771234145, + "FN": 13667, + "FP": 6222, + "IoU": 0.7969868019475549, + "TN": 75808719, + "TP": 78080, + "n_pred": 84302, + "n_ref": 91747 + }, + "9": { + "Dice": 0.5711797762895667, + "FN": 45933, + "FP": 1835, + "IoU": 0.3997562232191101, + "TN": 75827107, + "TP": 31813, + "n_pred": 33648, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7239446044040715, + "FN": 23641, + "FP": 30817, + "IoU": 0.5673300758749453, + "TN": 61261885, + "TP": 71407, + "n_pred": 102224, + "n_ref": 95048 + }, + "10": { + "Dice": 0.34187570765624253, + "FN": 56615, + "FP": 25923, + "IoU": 0.20618219589135955, + "TN": 61283774, + "TP": 21438, + "n_pred": 47361, + "n_ref": 78053 + }, + "11": { + "Dice": 0.2591801878736123, + "FN": 2735, + "FP": 735, + "IoU": 0.14888398332106942, + "TN": 61383673, + "TP": 607, + "n_pred": 1342, + "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": 0.19175604083214887, + "FN": 34261, + "FP": 9524, + "IoU": 0.10604544804916392, + "TN": 61338771, + "TP": 5194, + "n_pred": 14718, + "n_ref": 39455 + }, + "14": { + "Dice": 0.6579153409185561, + "FN": 7219, + "FP": 54386, + "IoU": 0.49021895635767837, + "TN": 61266904, + "TP": 59241, + "n_pred": 113627, + "n_ref": 66460 + }, + "15": { + "Dice": 0.815663497367758, + "FN": 11976, + "FP": 1925, + "IoU": 0.6887092439985668, + "TN": 61343094, + "TP": 30755, + "n_pred": 32680, + "n_ref": 42731 + }, + "2": { + "Dice": 0.6297266463315719, + "FN": 14765, + "FP": 124470, + "IoU": 0.4595627906254609, + "TN": 61130116, + "TP": 118399, + "n_pred": 242869, + "n_ref": 133164 + }, + "3": { + "Dice": 8.96807365777831e-05, + "FN": 133614, + "FP": 182, + "IoU": 4.484237903768254e-05, + "TN": 61253948, + "TP": 6, + "n_pred": 188, + "n_ref": 133620 + }, + "4": { + "Dice": 0.4289530293359809, + "FN": 9903, + "FP": 14254, + "IoU": 0.2730364128799278, + "TN": 61354520, + "TP": 9073, + "n_pred": 23327, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0, + "FN": 27695, + "FP": 210, + "IoU": 0.0, + "TN": 61359845, + "TP": 0, + "n_pred": 210, + "n_ref": 27695 + }, + "6": { + "Dice": 0.8006130405344213, + "FN": 252113, + "FP": 117753, + "IoU": 0.6675185470510346, + "TN": 60275309, + "TP": 742575, + "n_pred": 860328, + "n_ref": 994688 + }, + "7": { + "Dice": 0.025907368935598193, + "FN": 176743, + "FP": 78329, + "IoU": 0.013123684536337749, + "TN": 61129286, + "TP": 3392, + "n_pred": 81721, + "n_ref": 180135 + }, + "8": { + "Dice": 0.6995807056083683, + "FN": 103325, + "FP": 19481, + "IoU": 0.5379654920728083, + "TN": 61121956, + "TP": 142988, + "n_pred": 162469, + "n_ref": 246313 + }, + "9": { + "Dice": 0.2944009889383832, + "FN": 65904, + "FP": 308, + "IoU": 0.17260855982505466, + "TN": 61307725, + "TP": 13813, + "n_pred": 14121, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9281779768602286, + "FN": 11870, + "FP": 15003, + "IoU": 0.8659814379828145, + "TN": 39548283, + "TP": 173644, + "n_pred": 188647, + "n_ref": 185514 + }, + "10": { + "Dice": 0.42030593915540654, + "FN": 33464, + "FP": 17203, + "IoU": 0.2660679365539219, + "TN": 39679765, + "TP": 18368, + "n_pred": 35571, + "n_ref": 51832 + }, + "11": { + "Dice": 0.5876498529744402, + "FN": 1732, + "FP": 91, + "IoU": 0.41607943625880844, + "TN": 39745678, + "TP": 1299, + "n_pred": 1390, + "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": 0.3434206971088895, + "FN": 31101, + "FP": 17499, + "IoU": 0.20730712771162943, + "TN": 39687490, + "TP": 12710, + "n_pred": 30209, + "n_ref": 43811 + }, + "14": { + "Dice": 0.34276804687598234, + "FN": 19703, + "FP": 32566, + "IoU": 0.20683166664137545, + "TN": 39682901, + "TP": 13630, + "n_pred": 46196, + "n_ref": 33333 + }, + "15": { + "Dice": 0.09600231854656112, + "FN": 49066, + "FP": 841, + "IoU": 0.050421447190669176, + "TN": 39696243, + "TP": 2650, + "n_pred": 3491, + "n_ref": 51716 + }, + "2": { + "Dice": 0.5155707553186721, + "FN": 43073, + "FP": 97442, + "IoU": 0.34731918490958663, + "TN": 39533511, + "TP": 74774, + "n_pred": 172216, + "n_ref": 117847 + }, + "3": { + "Dice": 0.17096084085201377, + "FN": 121409, + "FP": 3373, + "IoU": 0.09347030105777054, + "TN": 39611152, + "TP": 12866, + "n_pred": 16239, + "n_ref": 134275 + }, + "4": { + "Dice": 0.29411566346315965, + "FN": 19412, + "FP": 1521, + "IoU": 0.172412429825255, + "TN": 39723506, + "TP": 4361, + "n_pred": 5882, + "n_ref": 23773 + }, + "5": { + "Dice": 0.6037433690321289, + "FN": 3508, + "FP": 451, + "IoU": 0.43240143369175627, + "TN": 39741825, + "TP": 3016, + "n_pred": 3467, + "n_ref": 6524 + }, + "6": { + "Dice": 0.949106240411952, + "FN": 70172, + "FP": 21823, + "IoU": 0.9031419510798153, + "TN": 38799008, + "TP": 857797, + "n_pred": 879620, + "n_ref": 927969 + }, + "7": { + "Dice": 0.4530989575032723, + "FN": 511745, + "FP": 20154, + "IoU": 0.2929075261155438, + "TN": 38996566, + "TP": 220335, + "n_pred": 240489, + "n_ref": 732080 + }, + "8": { + "Dice": 0.7828775227905271, + "FN": 2559, + "FP": 23497, + "IoU": 0.6432200024647068, + "TN": 39675769, + "TP": 46975, + "n_pred": 70472, + "n_ref": 49534 + }, + "9": { + "Dice": 0.3329968944099379, + "FN": 33051, + "FP": 1313, + "IoU": 0.19975781286386288, + "TN": 39705858, + "TP": 8578, + "n_pred": 9891, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6748996196111581, + "FN": 20309, + "FP": 53533, + "IoU": 0.5093196180451728, + "TN": 101246119, + "TP": 76647, + "n_pred": 130180, + "n_ref": 96956 + }, + "10": { + "Dice": 0.3382285607692177, + "FN": 62446, + "FP": 15602, + "IoU": 0.20353494637372058, + "TN": 101298615, + "TP": 19945, + "n_pred": 35547, + "n_ref": 82391 + }, + "11": { + "Dice": 0.09311950336264874, + "FN": 5259, + "FP": 0, + "IoU": 0.048833423765599564, + "TN": 101391079, + "TP": 270, + "n_pred": 270, + "n_ref": 5529 + }, + "12": { + "Dice": 0.0022940164404511567, + "FN": 5219, + "FP": 0, + "IoU": 0.0011483253588516747, + "TN": 101391383, + "TP": 6, + "n_pred": 6, + "n_ref": 5225 + }, + "13": { + "Dice": 0.06297680805614891, + "FN": 48294, + "FP": 836, + "IoU": 0.03251216005986491, + "TN": 101345827, + "TP": 1651, + "n_pred": 2487, + "n_ref": 49945 + }, + "14": { + "Dice": 0.8468891779766874, + "FN": 44709, + "FP": 2605, + "IoU": 0.7344386695553585, + "TN": 101218442, + "TP": 130852, + "n_pred": 133457, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8552634217756653, + "FN": 5551, + "FP": 1666, + "IoU": 0.7471268395234758, + "TN": 101368068, + "TP": 21323, + "n_pred": 22989, + "n_ref": 26874 + }, + "2": { + "Dice": 0.5734521502233798, + "FN": 97857, + "FP": 26930, + "IoU": 0.40198592028523644, + "TN": 101187939, + "TP": 83882, + "n_pred": 110812, + "n_ref": 181739 + }, + "3": { + "Dice": 0.3427740772089942, + "FN": 120605, + "FP": 57983, + "IoU": 0.20683605807451624, + "TN": 101171449, + "TP": 46571, + "n_pred": 104554, + "n_ref": 167176 + }, + "4": { + "Dice": 0.33369873024572944, + "FN": 6493, + "FP": 8095, + "IoU": 0.20026314346801163, + "TN": 101378367, + "TP": 3653, + "n_pred": 11748, + "n_ref": 10146 + }, + "5": { + "Dice": 0.17624223602484473, + "FN": 34430, + "FP": 3766, + "IoU": 0.09663686675180928, + "TN": 101354326, + "TP": 4086, + "n_pred": 7852, + "n_ref": 38516 + }, + "6": { + "Dice": 0.6384304662459636, + "FN": 231049, + "FP": 1580653, + "IoU": 0.46889303147502287, + "TN": 97985427, + "TP": 1599479, + "n_pred": 3180132, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.420274410126389, + "FN": 328907, + "FP": 35563, + "IoU": 0.26604266767623475, + "TN": 100900026, + "TP": 132112, + "n_pred": 167675, + "n_ref": 461019 + }, + "8": { + "Dice": 0.755894233498548, + "FN": 82623, + "FP": 29175, + "IoU": 0.6075803632228127, + "TN": 101111714, + "TP": 173096, + "n_pred": 202271, + "n_ref": 255719 + }, + "9": { + "Dice": 0.3403067564309427, + "FN": 68270, + "FP": 2870, + "IoU": 0.2050419604644146, + "TN": 101307119, + "TP": 18349, + "n_pred": 21219, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.21666566052922828, + "FN": 190077, + "FP": 4562, + "IoU": 0.12149469436758938, + "TN": 73661947, + "TP": 26918, + "n_pred": 31480, + "n_ref": 216995 + }, + "10": { + "Dice": 0.10503442105070943, + "FN": 64337, + "FP": 131707, + "IoU": 0.05542814192379594, + "TN": 73675956, + "TP": 11504, + "n_pred": 143211, + "n_ref": 75841 + }, + "11": { + "Dice": 0.11220930232558139, + "FN": 5873, + "FP": 235, + "IoU": 0.059439482599322455, + "TN": 73877010, + "TP": 386, + "n_pred": 621, + "n_ref": 6259 + }, + "12": { + "Dice": 0.004397091155082022, + "FN": 5528, + "FP": 359, + "IoU": 0.0022033898305084745, + "TN": 73877604, + "TP": 13, + "n_pred": 372, + "n_ref": 5541 + }, + "13": { + "Dice": 0.04185317046924548, + "FN": 59411, + "FP": 24286, + "IoU": 0.021373867290266003, + "TN": 73797979, + "TP": 1828, + "n_pred": 26114, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6551701395148418, + "FN": 26639, + "FP": 51786, + "IoU": 0.48717697216991, + "TN": 73730576, + "TP": 74503, + "n_pred": 126289, + "n_ref": 101142 + }, + "15": { + "Dice": 0.16228696816240978, + "FN": 202354, + "FP": 2275, + "IoU": 0.08830920026732011, + "TN": 73659054, + "TP": 19821, + "n_pred": 22096, + "n_ref": 222175 + }, + "2": { + "Dice": 0.09049370746800388, + "FN": 171542, + "FP": 220588, + "IoU": 0.04739115436378566, + "TN": 73471866, + "TP": 19508, + "n_pred": 240096, + "n_ref": 191050 + }, + "3": { + "Dice": 0.10147614080953184, + "FN": 176391, + "FP": 20888, + "IoU": 0.05345002135122038, + "TN": 73675085, + "TP": 11140, + "n_pred": 32028, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 26850, + "IoU": 0.0, + "TN": 73808766, + "TP": 0, + "n_pred": 26850, + "n_ref": 47888 + }, + "5": { + "Dice": 0.0, + "FN": 15128, + "FP": 2052, + "IoU": 0.0, + "TN": 73866324, + "TP": 0, + "n_pred": 2052, + "n_ref": 15128 + }, + "6": { + "Dice": 0.5071262484721636, + "FN": 521960, + "FP": 1770487, + "IoU": 0.33969801395004806, + "TN": 70411688, + "TP": 1179369, + "n_pred": 2949856, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.20586631369953673, + "FN": 133716, + "FP": 166268, + "IoU": 0.11474413265381403, + "TN": 73544637, + "TP": 38883, + "n_pred": 205151, + "n_ref": 172599 + }, + "8": { + "Dice": 0.5495019432378588, + "FN": 37384, + "FP": 31585, + "IoU": 0.37883673175300814, + "TN": 73772472, + "TP": 42063, + "n_pred": 73648, + "n_ref": 79447 + }, + "9": { + "Dice": 0.4157547599662377, + "FN": 62351, + "FP": 15866, + "IoU": 0.2624308089809236, + "TN": 73777457, + "TP": 27830, + "n_pred": 43696, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8317324577296369, + "FN": 38145, + "FP": 22223, + "IoU": 0.7119366306396583, + "TN": 69286211, + "TP": 149197, + "n_pred": 171420, + "n_ref": 187342 + }, + "10": { + "Dice": 0.3058509157713077, + "FN": 45497, + "FP": 54255, + "IoU": 0.18053364879074657, + "TN": 69374048, + "TP": 21976, + "n_pred": 76231, + "n_ref": 67473 + }, + "11": { + "Dice": 0.428119349005425, + "FN": 2514, + "FP": 16, + "IoU": 0.272361230946218, + "TN": 69492299, + "TP": 947, + "n_pred": 963, + "n_ref": 3461 + }, + "12": { + "Dice": 0.0, + "FN": 3152, + "FP": 2, + "IoU": 0.0, + "TN": 69492622, + "TP": 0, + "n_pred": 2, + "n_ref": 3152 + }, + "13": { + "Dice": 0.450019751407862, + "FN": 53325, + "FP": 6542, + "IoU": 0.2903390232337601, + "TN": 69411416, + "TP": 24493, + "n_pred": 31035, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8069885960931963, + "FN": 43438, + "FP": 8031, + "IoU": 0.6764299095972741, + "TN": 69336710, + "TP": 107597, + "n_pred": 115628, + "n_ref": 151035 + }, + "15": { + "Dice": 0.5826151862658614, + "FN": 55359, + "FP": 0, + "IoU": 0.41104940635771736, + "TN": 69401780, + "TP": 38637, + "n_pred": 38637, + "n_ref": 93996 + }, + "2": { + "Dice": 0.566248605523816, + "FN": 66399, + "FP": 61909, + "IoU": 0.3949419736959997, + "TN": 69283717, + "TP": 83751, + "n_pred": 145660, + "n_ref": 150150 + }, + "3": { + "Dice": 0.44306516225210013, + "FN": 109858, + "FP": 47798, + "IoU": 0.28457527669750915, + "TN": 69275409, + "TP": 62711, + "n_pred": 110509, + "n_ref": 172569 + }, + "4": { + "Dice": 0.011497955643662496, + "FN": 36887, + "FP": 3004, + "IoU": 0.00578221967450091, + "TN": 69455653, + "TP": 232, + "n_pred": 3236, + "n_ref": 37119 + }, + "5": { + "Dice": 0.51598991507431, + "FN": 11316, + "FP": 3274, + "IoU": 0.3476997362185362, + "TN": 69473409, + "TP": 7777, + "n_pred": 11051, + "n_ref": 19093 + }, + "6": { + "Dice": 0.8265869036279805, + "FN": 218684, + "FP": 297825, + "IoU": 0.7044295876564164, + "TN": 67748277, + "TP": 1230990, + "n_pred": 1528815, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.5850732206990743, + "FN": 127930, + "FP": 134556, + "IoU": 0.41350070495389313, + "TN": 69048229, + "TP": 185061, + "n_pred": 319617, + "n_ref": 312991 + }, + "8": { + "Dice": 0.6413120742166625, + "FN": 26884, + "FP": 42247, + "IoU": 0.4720083707573397, + "TN": 69364844, + "TP": 61801, + "n_pred": 104048, + "n_ref": 88685 + }, + "9": { + "Dice": 0.2908171230524245, + "FN": 66398, + "FP": 1741, + "IoU": 0.1701497990500548, + "TN": 69413666, + "TP": 13971, + "n_pred": 15712, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7446477983004425, + "FN": 69873, + "FP": 21026, + "IoU": 0.5931783903292651, + "TN": 50610115, + "TP": 132538, + "n_pred": 153564, + "n_ref": 202411 + }, + "10": { + "Dice": 0.43309216821439145, + "FN": 44383, + "FP": 37970, + "IoU": 0.27639926192777436, + "TN": 50719742, + "TP": 31457, + "n_pred": 69427, + "n_ref": 75840 + }, + "11": { + "Dice": 0.005631298162418494, + "FN": 6710, + "FP": 0, + "IoU": 0.0028235993461138355, + "TN": 50826823, + "TP": 19, + "n_pred": 19, + "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": 0.3689267830558939, + "FN": 31907, + "FP": 24049, + "IoU": 0.22618652505808165, + "TN": 50761240, + "TP": 16356, + "n_pred": 40405, + "n_ref": 48263 + }, + "14": { + "Dice": 0.3024503535153092, + "FN": 40449, + "FP": 7006, + "IoU": 0.17816878236323017, + "TN": 50775809, + "TP": 10288, + "n_pred": 17294, + "n_ref": 50737 + }, + "15": { + "Dice": 0.07833824653346436, + "FN": 33321, + "FP": 445, + "IoU": 0.04076588733274623, + "TN": 50798351, + "TP": 1435, + "n_pred": 1880, + "n_ref": 34756 + }, + "2": { + "Dice": 0.6646874484578591, + "FN": 62960, + "FP": 87482, + "IoU": 0.4977766798418972, + "TN": 50534000, + "TP": 149110, + "n_pred": 236592, + "n_ref": 212070 + }, + "3": { + "Dice": 0.4797902875250942, + "FN": 130839, + "FP": 25934, + "IoU": 0.3156079609200721, + "TN": 50604483, + "TP": 72296, + "n_pred": 98230, + "n_ref": 203135 + }, + "4": { + "Dice": 0.0037018890522075233, + "FN": 17931, + "FP": 370, + "IoU": 0.001854376874829561, + "TN": 50815217, + "TP": 34, + "n_pred": 404, + "n_ref": 17965 + }, + "5": { + "Dice": 0.43111219393348765, + "FN": 9305, + "FP": 35, + "IoU": 0.27478841524963116, + "TN": 50820673, + "TP": 3539, + "n_pred": 3574, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8330384404054377, + "FN": 295928, + "FP": 465863, + "IoU": 0.713852511727002, + "TN": 48171320, + "TP": 1900441, + "n_pred": 2366304, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.5458965867105692, + "FN": 71525, + "FP": 189406, + "IoU": 0.3754179941546644, + "TN": 50415783, + "TP": 156838, + "n_pred": 346244, + "n_ref": 228363 + }, + "8": { + "Dice": 0.833430928932659, + "FN": 8988, + "FP": 28560, + "IoU": 0.7144291320616957, + "TN": 50702068, + "TP": 93936, + "n_pred": 122496, + "n_ref": 102924 + }, + "9": { + "Dice": 0.18918211089029593, + "FN": 102838, + "FP": 2424, + "IoU": 0.10447329465212435, + "TN": 50716010, + "TP": 12280, + "n_pred": 14704, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7740449956779059, + "FN": 60174, + "FP": 28439, + "IoU": 0.6313812439681853, + "TN": 76644468, + "TP": 151779, + "n_pred": 180218, + "n_ref": 211953 + }, + "10": { + "Dice": 0.4387531664591473, + "FN": 24083, + "FP": 80493, + "IoU": 0.2810274179798146, + "TN": 76739408, + "TP": 40876, + "n_pred": 121369, + "n_ref": 64959 + }, + "11": { + "Dice": 0.11246652781910146, + "FN": 2685, + "FP": 298, + "IoU": 0.059583858764186634, + "TN": 76881688, + "TP": 189, + "n_pred": 487, + "n_ref": 2874 + }, + "12": { + "Dice": 0.04349456317960255, + "FN": 2551, + "FP": 0, + "IoU": 0.022230739747029514, + "TN": 76882251, + "TP": 58, + "n_pred": 58, + "n_ref": 2609 + }, + "13": { + "Dice": 0.2715900178711477, + "FN": 32221, + "FP": 24434, + "IoU": 0.15713286817323, + "TN": 76817643, + "TP": 10562, + "n_pred": 34996, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8425542916235781, + "FN": 9811, + "FP": 16985, + "IoU": 0.7279428188519098, + "TN": 76786366, + "TP": 71698, + "n_pred": 88683, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6724282982791587, + "FN": 18035, + "FP": 3380, + "IoU": 0.5065099665860122, + "TN": 76841465, + "TP": 21980, + "n_pred": 25360, + "n_ref": 40015 + }, + "2": { + "Dice": 0.5649876336311173, + "FN": 41191, + "FP": 55370, + "IoU": 0.39371621239804855, + "TN": 76725593, + "TP": 62706, + "n_pred": 118076, + "n_ref": 103897 + }, + "3": { + "Dice": 0.36569764357007684, + "FN": 66395, + "FP": 41196, + "IoU": 0.22376376203050374, + "TN": 76746254, + "TP": 31015, + "n_pred": 72211, + "n_ref": 97410 + }, + "4": { + "Dice": 0.33291827031922117, + "FN": 19000, + "FP": 4572, + "IoU": 0.1997012290351056, + "TN": 76855406, + "TP": 5882, + "n_pred": 10454, + "n_ref": 24882 + }, + "5": { + "Dice": 0.5188531858294979, + "FN": 9611, + "FP": 1784, + "IoU": 0.35030503449455497, + "TN": 76867321, + "TP": 6144, + "n_pred": 7928, + "n_ref": 15755 + }, + "6": { + "Dice": 0.8241147300285525, + "FN": 66282, + "FP": 388208, + "IoU": 0.7008462058960594, + "TN": 75365608, + "TP": 1064762, + "n_pred": 1452970, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.4165611398078724, + "FN": 90431, + "FP": 107685, + "IoU": 0.26307371271495045, + "TN": 76616019, + "TP": 70725, + "n_pred": 178410, + "n_ref": 161156 + }, + "8": { + "Dice": 0.8197753125054941, + "FN": 7364, + "FP": 23389, + "IoU": 0.6945925815581707, + "TN": 76784165, + "TP": 69942, + "n_pred": 93331, + "n_ref": 77306 + }, + "9": { + "Dice": 0.5344641895530425, + "FN": 58022, + "FP": 764, + "IoU": 0.3646885908506338, + "TN": 76792329, + "TP": 33745, + "n_pred": 34509, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.20702152768844417, + "FN": 106066, + "FP": 35713, + "IoU": 0.11546236102965948, + "TN": 130839646, + "TP": 18507, + "n_pred": 54220, + "n_ref": 124573 + }, + "10": { + "Dice": 0.46251387800878047, + "FN": 16529, + "FP": 78842, + "IoU": 0.30082474982588614, + "TN": 130863527, + "TP": 41034, + "n_pred": 119876, + "n_ref": 57563 + }, + "11": { + "Dice": 0.4315659679408138, + "FN": 3993, + "FP": 156, + "IoU": 0.2751572327044025, + "TN": 130994208, + "TP": 1575, + "n_pred": 1731, + "n_ref": 5568 + }, + "12": { + "Dice": 0.00027386005751061206, + "FN": 7301, + "FP": 0, + "IoU": 0.0001369487811558477, + "TN": 130992630, + "TP": 1, + "n_pred": 1, + "n_ref": 7302 + }, + "13": { + "Dice": 0.24036542564173147, + "FN": 64446, + "FP": 23860, + "IoU": 0.1365996265044927, + "TN": 130897655, + "TP": 13971, + "n_pred": 37831, + "n_ref": 78417 + }, + "14": { + "Dice": 0.01335698978857302, + "FN": 939677, + "FP": 12914, + "IoU": 0.006723397067272551, + "TN": 130040893, + "TP": 6448, + "n_pred": 19362, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 9066, + "IoU": 0.0, + "TN": 130965556, + "TP": 0, + "n_pred": 9066, + "n_ref": 25310 + }, + "2": { + "Dice": 0.4881845585452544, + "FN": 126624, + "FP": 66767, + "IoU": 0.3229128008346696, + "TN": 130714310, + "TP": 92231, + "n_pred": 158998, + "n_ref": 218855 + }, + "3": { + "Dice": 0.17257069512780338, + "FN": 253193, + "FP": 33033, + "IoU": 0.0944335820092763, + "TN": 130683858, + "TP": 29848, + "n_pred": 62881, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 17958, + "IoU": 0.0, + "TN": 130979694, + "TP": 0, + "n_pred": 17958, + "n_ref": 2280 + }, + "5": { + "Dice": 0.07590941371419553, + "FN": 22757, + "FP": 665, + "IoU": 0.03945209973753281, + "TN": 130975548, + "TP": 962, + "n_pred": 1627, + "n_ref": 23719 + }, + "6": { + "Dice": 0.7846633639812146, + "FN": 84412, + "FP": 677738, + "IoU": 0.6456345844651111, + "TN": 128849186, + "TP": 1388596, + "n_pred": 2066334, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.3045482765136178, + "FN": 147654, + "FP": 109990, + "IoU": 0.17962662828722176, + "TN": 130685875, + "TP": 56413, + "n_pred": 166403, + "n_ref": 204067 + }, + "8": { + "Dice": 0.7010099295595349, + "FN": 51683, + "FP": 11731, + "IoU": 0.5396576505945381, + "TN": 130862178, + "TP": 74340, + "n_pred": 86071, + "n_ref": 126023 + }, + "9": { + "Dice": 0.5662114863199409, + "FN": 28505, + "FP": 15492, + "IoU": 0.39490586018621665, + "TN": 130927221, + "TP": 28714, + "n_pred": 44206, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4391686380533964, + "FN": 39224, + "FP": 7242, + "IoU": 0.281368409656815, + "TN": 74362039, + "TP": 18193, + "n_pred": 25435, + "n_ref": 57417 + }, + "10": { + "Dice": 0.5589145889342624, + "FN": 43121, + "FP": 13154, + "IoU": 0.3878427917196967, + "TN": 74334769, + "TP": 35654, + "n_pred": 48808, + "n_ref": 78775 + }, + "11": { + "Dice": 0.1787878787878788, + "FN": 2152, + "FP": 16, + "IoU": 0.09816971713810316, + "TN": 74424294, + "TP": 236, + "n_pred": 252, + "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": 0.1418523909031036, + "FN": 94604, + "FP": 10937, + "IoU": 0.07634075474340124, + "TN": 74312434, + "TP": 8723, + "n_pred": 19660, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8410505439468209, + "FN": 32858, + "FP": 19317, + "IoU": 0.7257007970054465, + "TN": 74236486, + "TP": 138037, + "n_pred": 157354, + "n_ref": 170895 + }, + "15": { + "Dice": 0.6828966005665722, + "FN": 10647, + "FP": 99, + "IoU": 0.5184836671595645, + "TN": 74404381, + "TP": 11571, + "n_pred": 11670, + "n_ref": 22218 + }, + "2": { + "Dice": 0.5496620109758108, + "FN": 25405, + "FP": 127555, + "IoU": 0.3789889081962421, + "TN": 74180390, + "TP": 93348, + "n_pred": 220903, + "n_ref": 118753 + }, + "3": { + "Dice": 7.678083550345834e-05, + "FN": 131187, + "FP": 25090, + "IoU": 3.8391891632487216e-05, + "TN": 74270415, + "TP": 6, + "n_pred": 25096, + "n_ref": 131193 + }, + "4": { + "Dice": 0.08887797692118832, + "FN": 29012, + "FP": 676, + "IoU": 0.046505652620760535, + "TN": 74395562, + "TP": 1448, + "n_pred": 2124, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.785502868611511, + "FN": 35152, + "FP": 430390, + "IoU": 0.646772106998289, + "TN": 73108733, + "TP": 852423, + "n_pred": 1282813, + "n_ref": 887575 + }, + "7": { + "Dice": 0.5107280310040097, + "FN": 74342, + "FP": 71600, + "IoU": 0.3429380540535673, + "TN": 74204585, + "TP": 76171, + "n_pred": 147771, + "n_ref": 150513 + }, + "8": { + "Dice": 0.7989138633278021, + "FN": 8808, + "FP": 8521, + "IoU": 0.6651595076613916, + "TN": 74374945, + "TP": 34424, + "n_pred": 42945, + "n_ref": 43232 + }, + "9": { + "Dice": 0.7491239296705976, + "FN": 9188, + "FP": 7278, + "IoU": 0.5988794153471376, + "TN": 74385648, + "TP": 24584, + "n_pred": 31862, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8818565250154461, + "FN": 16938, + "FP": 16143, + "IoU": 0.7886792211774325, + "TN": 106490144, + "TP": 123463, + "n_pred": 139606, + "n_ref": 140401 + }, + "10": { + "Dice": 0.5491372502230025, + "FN": 51017, + "FP": 28338, + "IoU": 0.37849014340426534, + "TN": 106519007, + "TP": 48326, + "n_pred": 76664, + "n_ref": 99343 + }, + "11": { + "Dice": 0.29330050993493934, + "FN": 3817, + "FP": 202, + "IoU": 0.17185246239439522, + "TN": 106641835, + "TP": 834, + "n_pred": 1036, + "n_ref": 4651 + }, + "12": { + "Dice": 0.18483490957358553, + "FN": 4913, + "FP": 0, + "IoU": 0.10182815356489945, + "TN": 106641218, + "TP": 557, + "n_pred": 557, + "n_ref": 5470 + }, + "13": { + "Dice": 0.23406458292888113, + "FN": 33709, + "FP": 13635, + "IoU": 0.13254424859833633, + "TN": 106592110, + "TP": 7234, + "n_pred": 20869, + "n_ref": 40943 + }, + "14": { + "Dice": 0.827200618521276, + "FN": 12480, + "FP": 11658, + "IoU": 0.7053214996398618, + "TN": 106564775, + "TP": 57775, + "n_pred": 69433, + "n_ref": 70255 + }, + "15": { + "Dice": 0.7003594939072786, + "FN": 11560, + "FP": 1276, + "IoU": 0.5388870927183246, + "TN": 106618851, + "TP": 15001, + "n_pred": 16277, + "n_ref": 26561 + }, + "2": { + "Dice": 0.05212971393694406, + "FN": 181463, + "FP": 8003, + "IoU": 0.026762415500626684, + "TN": 106452012, + "TP": 5210, + "n_pred": 13213, + "n_ref": 186673 + }, + "3": { + "Dice": 0.5439210626056665, + "FN": 22769, + "FP": 191423, + "IoU": 0.3735519061755115, + "TN": 106304773, + "TP": 127723, + "n_pred": 319146, + "n_ref": 150492 + }, + "4": { + "Dice": 0.5525491669798321, + "FN": 5672, + "FP": 1472, + "IoU": 0.3817395067070532, + "TN": 106635133, + "TP": 4411, + "n_pred": 5883, + "n_ref": 10083 + }, + "5": { + "Dice": 0.1460446247464503, + "FN": 4082, + "FP": 128, + "IoU": 0.0787746170678337, + "TN": 106642118, + "TP": 360, + "n_pred": 488, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9439764448613014, + "FN": 76435, + "FP": 65546, + "IoU": 0.8938971486647561, + "TN": 105308543, + "TP": 1196164, + "n_pred": 1261710, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.5940171551619295, + "FN": 170774, + "FP": 56224, + "IoU": 0.42249246307862565, + "TN": 106253623, + "TP": 166067, + "n_pred": 222291, + "n_ref": 336841 + }, + "8": { + "Dice": 0.7092996919731835, + "FN": 8397, + "FP": 42943, + "IoU": 0.5495463877726499, + "TN": 106532714, + "TP": 62634, + "n_pred": 105577, + "n_ref": 71031 + }, + "9": { + "Dice": 0.3086011701238508, + "FN": 68838, + "FP": 3958, + "IoU": 0.1824532243211069, + "TN": 106557646, + "TP": 16246, + "n_pred": 20204, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8471778756405729, + "FN": 37204, + "FP": 5202, + "IoU": 0.7348730196441299, + "TN": 107966982, + "TP": 117540, + "n_pred": 122742, + "n_ref": 154744 + }, + "10": { + "Dice": 0.7181581802919559, + "FN": 10987, + "FP": 44077, + "IoU": 0.5602549154274945, + "TN": 108001710, + "TP": 70154, + "n_pred": 114231, + "n_ref": 81141 + }, + "11": { + "Dice": 0.23480432972522897, + "FN": 2614, + "FP": 143, + "IoU": 0.1330188679245283, + "TN": 108123748, + "TP": 423, + "n_pred": 566, + "n_ref": 3037 + }, + "12": { + "Dice": 0.42315829967301405, + "FN": 2874, + "FP": 125, + "IoU": 0.2683581361307636, + "TN": 108122829, + "TP": 1100, + "n_pred": 1225, + "n_ref": 3974 + }, + "13": { + "Dice": 0.41925886696054454, + "FN": 50506, + "FP": 24060, + "IoU": 0.2652293017480933, + "TN": 108025446, + "TP": 26916, + "n_pred": 50976, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7175840275475612, + "FN": 6342, + "FP": 20067, + "IoU": 0.5595563709139426, + "TN": 108066968, + "TP": 33551, + "n_pred": 53618, + "n_ref": 39893 + }, + "15": { + "Dice": 0.5154682567520168, + "FN": 16209, + "FP": 4512, + "IoU": 0.3472261600982894, + "TN": 108095185, + "TP": 11022, + "n_pred": 15534, + "n_ref": 27231 + }, + "2": { + "Dice": 0.6026248903818427, + "FN": 68766, + "FP": 91644, + "IoU": 0.43125491948007744, + "TN": 107844886, + "TP": 121632, + "n_pred": 213276, + "n_ref": 190398 + }, + "3": { + "Dice": 0.5774963198227072, + "FN": 110595, + "FP": 20570, + "IoU": 0.40597175801382207, + "TN": 107906122, + "TP": 89641, + "n_pred": 110211, + "n_ref": 200236 + }, + "4": { + "Dice": 0.039699352854116486, + "FN": 32625, + "FP": 466, + "IoU": 0.020251665433012583, + "TN": 108093153, + "TP": 684, + "n_pred": 1150, + "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": 0.8776460036253594, + "FN": 82071, + "FP": 307533, + "IoU": 0.7819689745483849, + "TN": 106340008, + "TP": 1397316, + "n_pred": 1704849, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.5747901956409103, + "FN": 104402, + "FP": 120460, + "IoU": 0.4033021621678997, + "TN": 107750084, + "TP": 151982, + "n_pred": 272442, + "n_ref": 256384 + }, + "8": { + "Dice": 0.7660298628003346, + "FN": 3334, + "FP": 21001, + "IoU": 0.6207847659415321, + "TN": 108062756, + "TP": 39837, + "n_pred": 60838, + "n_ref": 43171 + }, + "9": { + "Dice": 0.67032543237711, + "FN": 27844, + "FP": 5495, + "IoU": 0.5041274374191246, + "TN": 108059695, + "TP": 33894, + "n_pred": 39389, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7290840506818841, + "FN": 34037, + "FP": 33187, + "IoU": 0.5736681887366819, + "TN": 62412480, + "TP": 90456, + "n_pred": 123643, + "n_ref": 124493 + }, + "10": { + "Dice": 0.5493552883777661, + "FN": 21313, + "FP": 40757, + "IoU": 0.37869733641632386, + "TN": 62470257, + "TP": 37833, + "n_pred": 78590, + "n_ref": 59146 + }, + "11": { + "Dice": 0.5280437756497948, + "FN": 1087, + "FP": 638, + "IoU": 0.3587360594795539, + "TN": 62567470, + "TP": 965, + "n_pred": 1603, + "n_ref": 2052 + }, + "12": { + "Dice": 0.42979635584137194, + "FN": 3064, + "FP": 128, + "IoU": 0.2737201365187713, + "TN": 62565765, + "TP": 1203, + "n_pred": 1331, + "n_ref": 4267 + }, + "13": { + "Dice": 0.5534519737986203, + "FN": 17840, + "FP": 20677, + "IoU": 0.3826018658032251, + "TN": 62507774, + "TP": 23869, + "n_pred": 44546, + "n_ref": 41709 + }, + "14": { + "Dice": 0.772695263093238, + "FN": 131146, + "FP": 225, + "IoU": 0.6295871268619894, + "TN": 62215499, + "TP": 223290, + "n_pred": 223515, + "n_ref": 354436 + }, + "15": { + "Dice": 0.18874415866357583, + "FN": 81080, + "FP": 7110, + "IoU": 0.10420623876321751, + "TN": 62471711, + "TP": 10259, + "n_pred": 17369, + "n_ref": 91339 + }, + "2": { + "Dice": 0.598104927397246, + "FN": 80945, + "FP": 34720, + "IoU": 0.4266402950449111, + "TN": 62368428, + "TP": 86067, + "n_pred": 120787, + "n_ref": 167012 + }, + "3": { + "Dice": 0.46376119180725583, + "FN": 125425, + "FP": 47423, + "IoU": 0.3018809245893429, + "TN": 62322569, + "TP": 74743, + "n_pred": 122166, + "n_ref": 200168 + }, + "4": { + "Dice": 0.21160870499401455, + "FN": 20033, + "FP": 5652, + "IoU": 0.11832349306604421, + "TN": 62541028, + "TP": 3447, + "n_pred": 9099, + "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": 0.8922134436846759, + "FN": 82415, + "FP": 249839, + "IoU": 0.8054019419158878, + "TN": 60862774, + "TP": 1375132, + "n_pred": 1624971, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.49786242160952415, + "FN": 72165, + "FP": 160278, + "IoU": 0.3314359674983821, + "TN": 62222485, + "TP": 115232, + "n_pred": 275510, + "n_ref": 187397 + }, + "8": { + "Dice": 0.7355220448202757, + "FN": 8716, + "FP": 35446, + "IoU": 0.5816804016292507, + "TN": 62464590, + "TP": 61408, + "n_pred": 96854, + "n_ref": 70124 + }, + "9": { + "Dice": 0.5559780718064369, + "FN": 26422, + "FP": 10593, + "IoU": 0.3850205186994301, + "TN": 62509971, + "TP": 23174, + "n_pred": 33767, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6940152952274862, + "FN": 111869, + "FP": 37010, + "IoU": 0.5314115032827854, + "TN": 55063530, + "TP": 168839, + "n_pred": 205849, + "n_ref": 280708 + }, + "10": { + "Dice": 0.7015097037581988, + "FN": 8867, + "FP": 48747, + "IoU": 0.5402502473746369, + "TN": 55255932, + "TP": 67702, + "n_pred": 116449, + "n_ref": 76569 + }, + "11": { + "Dice": 0.13807798849350095, + "FN": 4003, + "FP": 42, + "IoU": 0.07415884641794461, + "TN": 55376879, + "TP": 324, + "n_pred": 366, + "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": 0.3571546632101816, + "FN": 34343, + "FP": 39554, + "IoU": 0.21740005295207837, + "TN": 55286823, + "TP": 20528, + "n_pred": 60082, + "n_ref": 54871 + }, + "14": { + "Dice": 0.7820043175623805, + "FN": 19296, + "FP": 23015, + "IoU": 0.642041945499615, + "TN": 55263047, + "TP": 75890, + "n_pred": 98905, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7792914804189739, + "FN": 29455, + "FP": 3627, + "IoU": 0.638392759547909, + "TN": 55289762, + "TP": 58404, + "n_pred": 62031, + "n_ref": 87859 + }, + "2": { + "Dice": 0.4921192768168023, + "FN": 89647, + "FP": 128567, + "IoU": 0.3263648571472672, + "TN": 55057313, + "TP": 105721, + "n_pred": 234288, + "n_ref": 195368 + }, + "3": { + "Dice": 0.15370581717913046, + "FN": 165438, + "FP": 37742, + "IoU": 0.08325098925691803, + "TN": 55159617, + "TP": 18451, + "n_pred": 56193, + "n_ref": 183889 + }, + "4": { + "Dice": 0.5354197901049476, + "FN": 4552, + "FP": 406, + "IoU": 0.3655790147152911, + "TN": 55373433, + "TP": 2857, + "n_pred": 3263, + "n_ref": 7409 + }, + "5": { + "Dice": 0.19154030327214686, + "FN": 5040, + "FP": 25, + "IoU": 0.1059135039717564, + "TN": 55375583, + "TP": 600, + "n_pred": 625, + "n_ref": 5640 + }, + "6": { + "Dice": 0.8955011863442043, + "FN": 140280, + "FP": 176781, + "IoU": 0.8107760508860781, + "TN": 53705662, + "TP": 1358525, + "n_pred": 1535306, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.5956633171962085, + "FN": 50796, + "FP": 118167, + "IoU": 0.4241599073001159, + "TN": 55087828, + "TP": 124457, + "n_pred": 242624, + "n_ref": 175253 + }, + "8": { + "Dice": 0.8785099744729129, + "FN": 5238, + "FP": 6327, + "IoU": 0.7833417636149047, + "TN": 55327869, + "TP": 41814, + "n_pred": 48141, + "n_ref": 47052 + }, + "9": { + "Dice": 0.7382098860093033, + "FN": 14812, + "FP": 10795, + "IoU": 0.5850496669961596, + "TN": 55319537, + "TP": 36104, + "n_pred": 46899, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7919370616845093, + "FN": 87566, + "FP": 18141, + "IoU": 0.6555428832116789, + "TN": 110839735, + "TP": 201173, + "n_pred": 219314, + "n_ref": 288739 + }, + "10": { + "Dice": 0.6323917334870639, + "FN": 27974, + "FP": 35155, + "IoU": 0.4624070715070383, + "TN": 111029186, + "TP": 54300, + "n_pred": 89455, + "n_ref": 82274 + }, + "11": { + "Dice": 0.6855155730269126, + "FN": 1367, + "FP": 713, + "IoU": 0.521509086726478, + "TN": 111142268, + "TP": 2267, + "n_pred": 2980, + "n_ref": 3634 + }, + "12": { + "Dice": 0.32352146907912505, + "FN": 2505, + "FP": 0, + "IoU": 0.19297680412371135, + "TN": 111143511, + "TP": 599, + "n_pred": 599, + "n_ref": 3104 + }, + "13": { + "Dice": 0.3527506432005248, + "FN": 45387, + "FP": 17758, + "IoU": 0.2141452608522501, + "TN": 111066263, + "TP": 17207, + "n_pred": 34965, + "n_ref": 62594 + }, + "14": { + "Dice": 0.5636065290612315, + "FN": 24801, + "FP": 464, + "IoU": 0.3923761423761424, + "TN": 111105035, + "TP": 16315, + "n_pred": 16779, + "n_ref": 41116 + }, + "15": { + "Dice": 0.29639054443179536, + "FN": 20938, + "FP": 76, + "IoU": 0.17397798742138365, + "TN": 111121175, + "TP": 4426, + "n_pred": 4502, + "n_ref": 25364 + }, + "2": { + "Dice": 0.49341239742437276, + "FN": 91941, + "FP": 39366, + "IoU": 0.32750329060244915, + "TN": 110951362, + "TP": 63946, + "n_pred": 103312, + "n_ref": 155887 + }, + "3": { + "Dice": 0.6160095691136884, + "FN": 99589, + "FP": 81148, + "IoU": 0.44509669674464014, + "TN": 110820906, + "TP": 144972, + "n_pred": 226120, + "n_ref": 244561 + }, + "4": { + "Dice": 0.08397823156423187, + "FN": 17997, + "FP": 350, + "IoU": 0.043829476756306024, + "TN": 111127427, + "TP": 841, + "n_pred": 1191, + "n_ref": 18838 + }, + "5": { + "Dice": 0.3659296631547707, + "FN": 3534, + "FP": 739, + "IoU": 0.22393752270250636, + "TN": 111141109, + "TP": 1233, + "n_pred": 1972, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9101257440690215, + "FN": 69657, + "FP": 233414, + "IoU": 0.8350740822771205, + "TN": 109308996, + "TP": 1534548, + "n_pred": 1767962, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.19994571892164195, + "FN": 327499, + "FP": 82248, + "IoU": 0.11107760528302542, + "TN": 110685667, + "TP": 51201, + "n_pred": 133449, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8093025290020665, + "FN": 6531, + "FP": 28351, + "IoU": 0.6796877869605142, + "TN": 111037715, + "TP": 74018, + "n_pred": 102369, + "n_ref": 80549 + }, + "9": { + "Dice": 0.4837901950448076, + "FN": 37499, + "FP": 1671, + "IoU": 0.3190786614515428, + "TN": 111089090, + "TP": 18355, + "n_pred": 20026, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.898304834688187, + "FN": 19527, + "FP": 21831, + "IoU": 0.8153842033371722, + "TN": 96897003, + "TP": 182664, + "n_pred": 204495, + "n_ref": 202191 + }, + "10": { + "Dice": 0.5548278579422419, + "FN": 32509, + "FP": 34716, + "IoU": 0.3839181795687198, + "TN": 97011908, + "TP": 41892, + "n_pred": 76608, + "n_ref": 74401 + }, + "11": { + "Dice": 0.44829821717990276, + "FN": 2529, + "FP": 875, + "IoU": 0.2889074576979319, + "TN": 97116238, + "TP": 1383, + "n_pred": 2258, + "n_ref": 3912 + }, + "12": { + "Dice": 0.19063772048846675, + "FN": 4721, + "FP": 51, + "IoU": 0.10536182977127859, + "TN": 97115691, + "TP": 562, + "n_pred": 613, + "n_ref": 5283 + }, + "13": { + "Dice": 0.45486463124419735, + "FN": 30059, + "FP": 21024, + "IoU": 0.29438497133779956, + "TN": 97048630, + "TP": 21312, + "n_pred": 42336, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8868789643803213, + "FN": 23828, + "FP": 4100, + "IoU": 0.7967498016840481, + "TN": 96983618, + "TP": 109479, + "n_pred": 113579, + "n_ref": 133307 + }, + "15": { + "Dice": 0.6215929694543797, + "FN": 37130, + "FP": 1063, + "IoU": 0.45095023144820445, + "TN": 97051463, + "TP": 31369, + "n_pred": 32432, + "n_ref": 68499 + }, + "2": { + "Dice": 0.5261136767066711, + "FN": 93001, + "FP": 41015, + "IoU": 0.35695675330719884, + "TN": 96912616, + "TP": 74393, + "n_pred": 115408, + "n_ref": 167394 + }, + "3": { + "Dice": 0.6105127987691861, + "FN": 93854, + "FP": 66901, + "IoU": 0.43937993687771365, + "TN": 96834280, + "TP": 125990, + "n_pred": 192891, + "n_ref": 219844 + }, + "4": { + "Dice": 0.014836633393334424, + "FN": 17097, + "FP": 964, + "IoU": 0.0074737594108919055, + "TN": 97102828, + "TP": 136, + "n_pred": 1100, + "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": 0.8897949743078704, + "FN": 91181, + "FP": 279513, + "IoU": 0.8014690563602428, + "TN": 95253840, + "TP": 1496491, + "n_pred": 1776004, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.681813397245411, + "FN": 116250, + "FP": 80235, + "IoU": 0.5172358722358722, + "TN": 96714025, + "TP": 210515, + "n_pred": 290750, + "n_ref": 326765 + }, + "8": { + "Dice": 0.7371976718902491, + "FN": 27215, + "FP": 24756, + "IoU": 0.5837791517170682, + "TN": 96996161, + "TP": 72893, + "n_pred": 97649, + "n_ref": 100108 + }, + "9": { + "Dice": 0.5712900581043026, + "FN": 55379, + "FP": 4754, + "IoU": 0.39986427010249603, + "TN": 97020826, + "TP": 40066, + "n_pred": 44820, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7861310777087454, + "FN": 68137, + "FP": 2052, + "IoU": 0.6476243548808162, + "TN": 78857217, + "TP": 128999, + "n_pred": 131051, + "n_ref": 197136 + }, + "10": { + "Dice": 0.7428080041186021, + "FN": 27363, + "FP": 18098, + "IoU": 0.5908469084690847, + "TN": 78945295, + "TP": 65649, + "n_pred": 83747, + "n_ref": 93012 + }, + "11": { + "Dice": 0.06796116504854369, + "FN": 2897, + "FP": 175, + "IoU": 0.035175879396984924, + "TN": 79053221, + "TP": 112, + "n_pred": 287, + "n_ref": 3009 + }, + "12": { + "Dice": 0.0, + "FN": 3004, + "FP": 7, + "IoU": 0.0, + "TN": 79053394, + "TP": 0, + "n_pred": 7, + "n_ref": 3004 + }, + "13": { + "Dice": 0.47962298604642584, + "FN": 39472, + "FP": 16953, + "IoU": 0.3154631921191828, + "TN": 78973977, + "TP": 26003, + "n_pred": 42956, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5863418350561875, + "FN": 4015, + "FP": 43765, + "IoU": 0.41476917800668767, + "TN": 78974762, + "TP": 33863, + "n_pred": 77628, + "n_ref": 37878 + }, + "15": { + "Dice": 0.39374215291085707, + "FN": 26615, + "FP": 10083, + "IoU": 0.24513010387740408, + "TN": 79007790, + "TP": 11917, + "n_pred": 22000, + "n_ref": 38532 + }, + "2": { + "Dice": 0.5945462189156135, + "FN": 19408, + "FP": 107898, + "IoU": 0.42302794080989825, + "TN": 78835760, + "TP": 93339, + "n_pred": 201237, + "n_ref": 112747 + }, + "3": { + "Dice": 0.024976609852336983, + "FN": 119845, + "FP": 0, + "IoU": 0.012646234964574066, + "TN": 78935025, + "TP": 1535, + "n_pred": 1535, + "n_ref": 121380 + }, + "4": { + "Dice": 0.5557461406518011, + "FN": 3460, + "FP": 4569, + "IoU": 0.3847980997624703, + "TN": 79043354, + "TP": 5022, + "n_pred": 9591, + "n_ref": 8482 + }, + "5": { + "Dice": 0.3441730200715731, + "FN": 3852, + "FP": 363, + "IoU": 0.2078556662281526, + "TN": 79051084, + "TP": 1106, + "n_pred": 1469, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9168972648195113, + "FN": 80740, + "FP": 143656, + "IoU": 0.8465469018197236, + "TN": 77594095, + "TP": 1237914, + "n_pred": 1381570, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.610882372608879, + "FN": 250150, + "FP": 34981, + "IoU": 0.4397628829720973, + "TN": 78547458, + "TP": 223816, + "n_pred": 258797, + "n_ref": 473966 + }, + "8": { + "Dice": 0.6401070421176981, + "FN": 4976, + "FP": 24880, + "IoU": 0.47070399063945967, + "TN": 78999998, + "TP": 26551, + "n_pred": 51431, + "n_ref": 31527 + }, + "9": { + "Dice": 0.6842180903619869, + "FN": 33204, + "FP": 1952, + "IoU": 0.5200087380363994, + "TN": 78983162, + "TP": 38087, + "n_pred": 40039, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9321207734648652, + "FN": 24790, + "FP": 5596, + "IoU": 0.8728709673370514, + "TN": 122472923, + "TP": 208631, + "n_pred": 214227, + "n_ref": 233421 + }, + "10": { + "Dice": 0.6093999562189377, + "FN": 35232, + "FP": 61122, + "IoU": 0.4382280576965683, + "TN": 122540422, + "TP": 75164, + "n_pred": 136286, + "n_ref": 110396 + }, + "11": { + "Dice": 0.31095266389384035, + "FN": 3397, + "FP": 82, + "IoU": 0.18409943714821764, + "TN": 122707676, + "TP": 785, + "n_pred": 867, + "n_ref": 4182 + }, + "12": { + "Dice": 0.04413364413364414, + "FN": 6148, + "FP": 3, + "IoU": 0.02256475448911489, + "TN": 122705647, + "TP": 142, + "n_pred": 145, + "n_ref": 6290 + }, + "13": { + "Dice": 0.12313830302326031, + "FN": 47442, + "FP": 43108, + "IoU": 0.06560861848351013, + "TN": 122615032, + "TP": 6358, + "n_pred": 49466, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7355645422349775, + "FN": 31574, + "FP": 23157, + "IoU": 0.5817335615810229, + "TN": 122581088, + "TP": 76121, + "n_pred": 99278, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8105082023631983, + "FN": 15763, + "FP": 755, + "IoU": 0.6813903248206157, + "TN": 122660096, + "TP": 35326, + "n_pred": 36081, + "n_ref": 51089 + }, + "2": { + "Dice": 0.21749247141445105, + "FN": 108666, + "FP": 94793, + "IoU": 0.12201489638982627, + "TN": 122480206, + "TP": 28275, + "n_pred": 123068, + "n_ref": 136941 + }, + "3": { + "Dice": 0.6780823525423199, + "FN": 15875, + "FP": 107564, + "IoU": 0.5129535518694465, + "TN": 122458496, + "TP": 130005, + "n_pred": 237569, + "n_ref": 145880 + }, + "4": { + "Dice": 0.0, + "FN": 65475, + "FP": 6416, + "IoU": 0.0, + "TN": 122640049, + "TP": 0, + "n_pred": 6416, + "n_ref": 65475 + }, + "5": { + "Dice": 0.029541420965248755, + "FN": 16951, + "FP": 0, + "IoU": 0.014992155267592538, + "TN": 122694731, + "TP": 258, + "n_pred": 258, + "n_ref": 17209 + }, + "6": { + "Dice": 0.8938747688397822, + "FN": 93241, + "FP": 290852, + "IoU": 0.8081135333132168, + "TN": 120710272, + "TP": 1617575, + "n_pred": 1908427, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.45002217362135033, + "FN": 328768, + "FP": 251628, + "IoU": 0.2903410396991143, + "TN": 121894088, + "TP": 237456, + "n_pred": 489084, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8439252205769258, + "FN": 15740, + "FP": 28908, + "IoU": 0.7299918963702996, + "TN": 122546582, + "TP": 120710, + "n_pred": 149618, + "n_ref": 136450 + }, + "9": { + "Dice": 0.5555829655821433, + "FN": 44342, + "FP": 4299, + "IoU": 0.38464165981403, + "TN": 122632895, + "TP": 30404, + "n_pred": 34703, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_002/summary_cross_val.json b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_002/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..a033a012e1655860354c901f84011732b1407bd8 --- /dev/null +++ b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_002/summary_cross_val.json @@ -0,0 +1,11448 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": NaN, + "FN": 1684.4428571428575, + "FP": 914.8714285714285, + "IoU": NaN, + "TN": 221157.0380952381, + "TP": 1541.9333333333334, + "n_pred": 2456.804761904762, + "n_ref": 3226.3761904761905 + }, + "mean": { + "1": { + "Dice": 0.28923935537101503, + "FN": 4622.714285714285, + "FP": 2469.9285714285716, + "IoU": 0.23227698515125028, + "TN": 213888.35714285713, + "TP": 4317.285714285715, + "n_pred": 6787.214285714285, + "n_ref": 8940.0 + }, + "10": { + "Dice": 0.20053856867820738, + "FN": 192.5, + "FP": 1884.5, + "IoU": 0.14960378022181256, + "TN": 221613.07142857142, + "TP": 1608.2142857142858, + "n_pred": 3492.714285714286, + "n_ref": 1800.7142857142858 + }, + "11": { + "Dice": 0.0, + "FN": 10.428571428571429, + "FP": 2.642857142857143, + "IoU": 0.0, + "TN": 225285.2142857143, + "TP": 0.0, + "n_pred": 2.642857142857143, + "n_ref": 10.428571428571429 + }, + "12": { + "Dice": 0.04390007276255154, + "FN": 271.0, + "FP": 0.0, + "IoU": 0.02295788939624556, + "TN": 225014.35714285713, + "TP": 12.928571428571429, + "n_pred": 12.928571428571429, + "n_ref": 283.92857142857144 + }, + "13": { + "Dice": 0.03938111465318237, + "FN": 1031.142857142857, + "FP": 781.1428571428571, + "IoU": 0.02137402302965217, + "TN": 223383.64285714287, + "TP": 102.35714285714286, + "n_pred": 883.5, + "n_ref": 1133.5 + }, + "14": { + "Dice": 0.0, + "FN": 0.0, + "FP": 690.0, + "IoU": 0.0, + "TN": 224608.2857142857, + "TP": 0.0, + "n_pred": 690.0, + "n_ref": 0.0 + }, + "15": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 225298.2857142857, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.2851690944714201, + "FN": 430.35714285714283, + "FP": 1063.5714285714287, + "IoU": 0.22480918110564363, + "TN": 222782.42857142858, + "TP": 1021.9285714285714, + "n_pred": 2085.5, + "n_ref": 1452.2857142857142 + }, + "3": { + "Dice": 0.06301832615488558, + "FN": 2311.4285714285716, + "FP": 229.85714285714286, + "IoU": 0.03479858604512344, + "TN": 222490.5, + "TP": 266.5, + "n_pred": 496.35714285714283, + "n_ref": 2577.9285714285716 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 84.64285714285714, + "IoU": 0.0, + "TN": 225213.64285714287, + "TP": 0.0, + "n_pred": 84.64285714285714, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.2532188841201717, + "FN": 1.6428571428571428, + "FP": 33.07142857142857, + "IoU": 0.16954022988505746, + "TN": 225259.35714285713, + "TP": 4.214285714285714, + "n_pred": 37.285714285714285, + "n_ref": 5.857142857142857 + }, + "6": { + "Dice": 0.32899417808302833, + "FN": 5143.0, + "FP": 4695.214285714285, + "IoU": 0.2756728093062274, + "TN": 201314.07142857142, + "TP": 14146.0, + "n_pred": 18841.214285714286, + "n_ref": 19289.0 + }, + "7": { + "Dice": 0.028971830001994242, + "FN": 10876.642857142857, + "FP": 1311.7142857142858, + "IoU": 0.014972978502745184, + "TN": 212816.42857142858, + "TP": 293.5, + "n_pred": 1605.2142857142858, + "n_ref": 11170.142857142857 + }, + "8": { + "Dice": 0.30689595600742153, + "FN": 78.57142857142857, + "FP": 475.07142857142856, + "IoU": 0.27303635927633824, + "TN": 223525.85714285713, + "TP": 1218.7857142857142, + "n_pred": 1693.857142857143, + "n_ref": 1297.357142857143 + }, + "9": { + "Dice": 0.47876447876447875, + "FN": 297.2142857142857, + "FP": 1.7142857142857142, + "IoU": 0.3147208121827411, + "TN": 224862.07142857142, + "TP": 137.28571428571428, + "n_pred": 139.0, + "n_ref": 434.5 + } + }, + "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": 35, + "FP": 146, + "IoU": 0.0, + "TN": 175051, + "TP": 0, + "n_pred": 146, + "n_ref": 35 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2717149220489978, + "FN": 323, + "FP": 4, + "IoU": 0.15721649484536082, + "TN": 174844, + "TP": 61, + "n_pred": 65, + "n_ref": 384 + }, + "7": { + "Dice": 0.08170021743704847, + "FN": 65182, + "FP": 279, + "IoU": 0.0425899112222661, + "TN": 106859, + "TP": 2912, + "n_pred": 3191, + "n_ref": 68094 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8614050042621472, + "FN": 14550, + "FP": 2034, + "IoU": 0.7565508433522702, + "TN": 107111, + "TP": 51537, + "n_pred": 53571, + "n_ref": 66087 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 9660, + "IoU": 0.0, + "TN": 165572, + "TP": 0, + "n_pred": 9660, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 91, + "IoU": 0.0, + "TN": 175141, + "TP": 0, + "n_pred": 91, + "n_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": 107, + "IoU": 0.0, + "TN": 175125, + "TP": 0, + "n_pred": 107, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 40747, + "FP": 0, + "IoU": 0.0, + "TN": 134485, + "TP": 0, + "n_pred": 0, + "n_ref": 40747 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2689, + "IoU": 0.0, + "TN": 172543, + "TP": 0, + "n_pred": 2689, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 1045, + "IoU": 0.0, + "TN": 174187, + "TP": 0, + "n_pred": 1045, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 96, + "IoU": 0.0, + "TN": 175136, + "TP": 0, + "n_pred": 96, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 4416, + "IoU": 0.0, + "TN": 170816, + "TP": 0, + "n_pred": 4416, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 371, + "IoU": 0.0, + "TN": 174861, + "TP": 0, + "n_pred": 371, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1130, + "IoU": 0.0, + "TN": 174102, + "TP": 0, + "n_pred": 1130, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 32396, + "IoU": 0.0, + "TN": 142836, + "TP": 0, + "n_pred": 32396, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 648, + "IoU": 0.0, + "TN": 174584, + "TP": 0, + "n_pred": 648, + "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": 393, + "IoU": 0.0, + "TN": 174839, + "TP": 0, + "n_pred": 393, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7754958616132642, + "FN": 57326, + "FP": 1453, + "IoU": 0.6333142022982196, + "TN": 14934, + "TP": 101519, + "n_pred": 102972, + "n_ref": 158845 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1787, + "IoU": 0.0, + "TN": 173445, + "TP": 0, + "n_pred": 1787, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.004548685145700071, + "FN": 7001, + "FP": 2, + "IoU": 0.0022795269981478843, + "TN": 168213, + "TP": 16, + "n_pred": 18, + "n_ref": 7017 + }, + "10": { + "Dice": 0.44321669736034375, + "FN": 521, + "FP": 6735, + "IoU": 0.28470031545741326, + "TN": 165088, + "TP": 2888, + "n_pred": 9623, + "n_ref": 3409 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.08780014552510308, + "FN": 3761, + "FP": 0, + "IoU": 0.04591577879249112, + "TN": 171290, + "TP": 181, + "n_pred": 181, + "n_ref": 3942 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 5342, + "IoU": 0.0, + "TN": 169890, + "TP": 0, + "n_pred": 5342, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 12264, + "IoU": 0.0, + "TN": 162968, + "TP": 0, + "n_pred": 12264, + "n_ref": 0 + }, + "3": { + "Dice": 0.18905497846465671, + "FN": 31847, + "FP": 161, + "IoU": 0.10439575813537032, + "TN": 139493, + "TP": 3731, + "n_pred": 3892, + "n_ref": 35578 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5064377682403434, + "FN": 23, + "FP": 92, + "IoU": 0.3390804597701149, + "TN": 175058, + "TP": 59, + "n_pred": 151, + "n_ref": 82 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 25095, + "IoU": 0.0, + "TN": 150137, + "TP": 0, + "n_pred": 25095, + "n_ref": 0 + }, + "7": { + "Dice": 0.059484120021056325, + "FN": 15587, + "FP": 5853, + "IoU": 0.030653766163305906, + "TN": 153114, + "TP": 678, + "n_pred": 6531, + "n_ref": 16265 + }, + "8": { + "Dice": 0.9604672385471802, + "FN": 1041, + "FP": 42, + "IoU": 0.9239412880117985, + "TN": 160993, + "TP": 13156, + "n_pred": 13198, + "n_ref": 14197 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.7600147147089005, + "FN": 2139, + "FP": 10256, + "IoU": 0.612922365873462, + "TN": 318442, + "TP": 19627, + "n_pred": 29883, + "n_ref": 21766 + }, + "11": { + "Dice": 0.0, + "FN": 146, + "FP": 37, + "IoU": 0.0, + "TN": 350281, + "TP": 0, + "n_pred": 37, + "n_ref": 146 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.15752445861272948, + "FN": 14436, + "FP": 892, + "IoU": 0.08549609211860867, + "TN": 333703, + "TP": 1433, + "n_pred": 2325, + "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": 0.6201550387596899, + "FN": 147, + "FP": 0, + "IoU": 0.449438202247191, + "TN": 350197, + "TP": 120, + "n_pred": 120, + "n_ref": 267 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3057, + "IoU": 0.0, + "TN": 347407, + "TP": 0, + "n_pred": 3057, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 350413, + "TP": 0, + "n_pred": 51, + "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": 0.806374336006666, + "FN": 29, + "FP": 1830, + "IoU": 0.6755671902268761, + "TN": 344734, + "TP": 3871, + "n_pred": 5701, + "n_ref": 3900 + }, + "9": { + "Dice": 0.47876447876447875, + "FN": 4161, + "FP": 24, + "IoU": 0.3147208121827411, + "TN": 344357, + "TP": 1922, + "n_pred": 1946, + "n_ref": 6083 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.29100373207621294, + "FN": 43167, + "FP": 147, + "IoU": 0.17027757025458307, + "TN": 298261, + "TP": 8889, + "n_pred": 9036, + "n_ref": 52056 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 6282, + "IoU": 0.0, + "TN": 344182, + "TP": 0, + "n_pred": 6282, + "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": 33, + "FP": 0, + "IoU": 0.0, + "TN": 350431, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 286, + "IoU": 0.0, + "TN": 350178, + "TP": 0, + "n_pred": 286, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 1013, + "IoU": 0.0, + "TN": 349451, + "TP": 0, + "n_pred": 1013, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 513, + "FP": 0, + "IoU": 0.0, + "TN": 349951, + "TP": 0, + "n_pred": 0, + "n_ref": 513 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 650, + "IoU": 0.0, + "TN": 349814, + "TP": 0, + "n_pred": 650, + "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": 38179, + "IoU": 0.0, + "TN": 312285, + "TP": 0, + "n_pred": 38179, + "n_ref": 0 + }, + "7": { + "Dice": 0.03264664255386067, + "FN": 30757, + "FP": 0, + "IoU": 0.016594193630899094, + "TN": 319188, + "TP": 519, + "n_pred": 519, + "n_ref": 31276 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 1919, + "IoU": 0.0, + "TN": 348545, + "TP": 0, + "n_pred": 1919, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.8056904335974103, + "FN": 5878, + "FP": 965, + "IoU": 0.6746077032810271, + "TN": 329434, + "TP": 14187, + "n_pred": 15152, + "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": 0.926754284835908, + "FN": 14353, + "FP": 895, + "IoU": 0.863506158693784, + "TN": 238752, + "TP": 96464, + "n_pred": 97359, + "n_ref": 110817 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10445, + "IoU": 0.0, + "TN": 340019, + "TP": 0, + "n_pred": 10445, + "n_ref": 0 + }, + "8": { + "Dice": 0.07453416149068323, + "FN": 30, + "FP": 864, + "IoU": 0.03870967741935484, + "TN": 349534, + "TP": 36, + "n_pred": 900, + "n_ref": 66 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0332.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.2266969926506027, + "FN": 1298.614285714286, + "FP": 688.4095238095238, + "IoU": 0.18020649634715427, + "TN": 221424.8761904762, + "TP": 1886.3857142857144, + "n_pred": 2574.7952380952383, + "n_ref": 3184.9999999999995 + }, + "mean": { + "1": { + "Dice": 0.00019642506383814575, + "FN": 254.0, + "FP": 296.85714285714283, + "IoU": 9.824147755182237e-05, + "TN": 224747.35714285713, + "TP": 0.07142857142857142, + "n_pred": 296.92857142857144, + "n_ref": 254.07142857142858 + }, + "10": { + "Dice": 0.3962548968162752, + "FN": 2985.285714285714, + "FP": 794.5714285714286, + "IoU": 0.28699074400588204, + "TN": 219536.92857142858, + "TP": 1981.5, + "n_pred": 2776.0714285714284, + "n_ref": 4966.785714285715 + }, + "11": { + "Dice": 0.0, + "FN": 140.5, + "FP": 0.0, + "IoU": 0.0, + "TN": 225157.7857142857, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 140.5 + }, + "12": { + "Dice": 0.0, + "FN": 440.64285714285717, + "FP": 0.0, + "IoU": 0.0, + "TN": 224857.64285714287, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 440.64285714285717 + }, + "13": { + "Dice": 0.1979155134689588, + "FN": 1212.142857142857, + "FP": 886.2142857142857, + "IoU": 0.14254731902684067, + "TN": 222194.92857142858, + "TP": 1005.0, + "n_pred": 1891.2142857142858, + "n_ref": 2217.1428571428573 + }, + "14": { + "Dice": 0.3840650380695679, + "FN": 450.7142857142857, + "FP": 540.5714285714286, + "IoU": 0.30226301554261487, + "TN": 223614.07142857142, + "TP": 692.9285714285714, + "n_pred": 1233.5, + "n_ref": 1143.642857142857 + }, + "15": { + "Dice": 0.41468456938165477, + "FN": 1325.9285714285713, + "FP": 2571.1428571428573, + "IoU": 0.26321083043813936, + "TN": 219899.42857142858, + "TP": 1501.7857142857142, + "n_pred": 4072.9285714285716, + "n_ref": 2827.714285714286 + }, + "2": { + "Dice": 0.4710784974733966, + "FN": 84.28571428571429, + "FP": 1409.9285714285713, + "IoU": 0.4453574500901482, + "TN": 222743.7857142857, + "TP": 1060.2857142857142, + "n_pred": 2470.214285714286, + "n_ref": 1144.5714285714287 + }, + "3": { + "Dice": 0.020268030496756167, + "FN": 4811.142857142857, + "FP": 287.2857142857143, + "IoU": 0.010343660882594615, + "TN": 220169.2857142857, + "TP": 30.571428571428573, + "n_pred": 317.85714285714283, + "n_ref": 4841.714285714285 + }, + "4": { + "Dice": 0.016093229744728082, + "FN": 9.714285714285714, + "FP": 941.3571428571429, + "IoU": 0.008454810495626823, + "TN": 224322.35714285713, + "TP": 24.857142857142858, + "n_pred": 966.2142857142857, + "n_ref": 34.57142857142857 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 2.7857142857142856, + "IoU": 0.0, + "TN": 225295.5, + "TP": 0.0, + "n_pred": 2.7857142857142856, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.629230757919005, + "FN": 2015.5, + "FP": 1903.7142857142858, + "IoU": 0.5644569816481944, + "TN": 205383.64285714287, + "TP": 15995.42857142857, + "n_pred": 17899.14285714286, + "n_ref": 18010.928571428572 + }, + "7": { + "Dice": 0.15693455461336486, + "FN": 4929.285714285715, + "FP": 73.42857142857143, + "IoU": 0.10926696077419625, + "TN": 216404.5, + "TP": 3891.0714285714284, + "n_pred": 3964.5, + "n_ref": 8820.357142857143 + }, + "8": { + "Dice": 0.3686397897201752, + "FN": 338.57142857142856, + "FP": 48.857142857142854, + "IoU": 0.29455251520176895, + "TN": 224259.0, + "TP": 651.8571428571429, + "n_pred": 700.7142857142857, + "n_ref": 990.4285714285714 + }, + "9": { + "Dice": 0.3450935869913191, + "FN": 481.5, + "FP": 569.4285714285714, + "IoU": 0.2755549156237562, + "TN": 222786.92857142858, + "TP": 1460.4285714285713, + "n_pred": 2029.857142857143, + "n_ref": 1941.9285714285713 + } + }, + "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": 0.7439430296462575, + "FN": 125, + "FP": 6491, + "IoU": 0.5922844641646638, + "TN": 159005, + "TP": 9611, + "n_pred": 16102, + "n_ref": 9736 + }, + "15": { + "Dice": 0.47167084949425814, + "FN": 15638, + "FP": 19097, + "IoU": 0.3086186305732484, + "TN": 124992, + "TP": 15505, + "n_pred": 34602, + "n_ref": 31143 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 32, + "IoU": 0.0, + "TN": 175200, + "TP": 0, + "n_pred": 32, + "n_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_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.6939281288723668, + "FN": 5108, + "FP": 4031, + "IoU": 0.5313092979127134, + "TN": 155733, + "TP": 10360, + "n_pred": 14391, + "n_ref": 15468 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.17691433295442802, + "FN": 2457, + "FP": 5508, + "IoU": 0.09704115179684843, + "TN": 166411, + "TP": 856, + "n_pred": 6364, + "n_ref": 3313 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3236, + "IoU": 0.0, + "TN": 171996, + "TP": 0, + "n_pred": 3236, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 175193, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "6": { + "Dice": 0.8197763091001525, + "FN": 245, + "FP": 4009, + "IoU": 0.6945940124919233, + "TN": 161303, + "TP": 9675, + "n_pred": 13684, + "n_ref": 9920 + }, + "7": { + "Dice": 0.6411908964896277, + "FN": 60541, + "FP": 31, + "IoU": 0.4718770979920309, + "TN": 60539, + "TP": 54121, + "n_pred": 54152, + "n_ref": 114662 + }, + "8": { + "Dice": 0.0, + "FN": 97, + "FP": 0, + "IoU": 0.0, + "TN": 175135, + "TP": 0, + "n_pred": 0, + "n_ref": 97 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 603, + "IoU": 0.0, + "TN": 174629, + "TP": 0, + "n_pred": 603, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.29328478964401294, + "FN": 19204, + "FP": 1760, + "IoU": 0.17184166864185826, + "TN": 149918, + "TP": 4350, + "n_pred": 6110, + "n_ref": 23554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.08587354119491378, + "FN": 7529, + "FP": 2967, + "IoU": 0.04486304486304486, + "TN": 164243, + "TP": 493, + "n_pred": 3460, + "n_ref": 8022 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 530, + "IoU": 0.0, + "TN": 174702, + "TP": 0, + "n_pred": 530, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.896502931069335, + "FN": 12596, + "FP": 2764, + "IoU": 0.8124198571166881, + "TN": 93347, + "TP": 66525, + "n_pred": 69289, + "n_ref": 79121 + }, + "7": { + "Dice": 0.0809818765771966, + "FN": 7055, + "FP": 957, + "IoU": 0.042199641362821276, + "TN": 166867, + "TP": 353, + "n_pred": 1310, + "n_ref": 7408 + }, + "8": { + "Dice": 0.664886515353805, + "FN": 1305, + "FP": 452, + "IoU": 0.498, + "TN": 171732, + "TP": 1743, + "n_pred": 2195, + "n_ref": 3048 + }, + "9": { + "Dice": 0.5266700812175312, + "FN": 4096, + "FP": 2373, + "IoU": 0.35746920937624155, + "TN": 165164, + "TP": 3599, + "n_pred": 5972, + "n_ref": 7695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0005892751915144372, + "FN": 3377, + "FP": 15, + "IoU": 0.0002947244326554671, + "TN": 347071, + "TP": 1, + "n_pred": 16, + "n_ref": 3378 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 350416, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 242, + "IoU": 0.0, + "TN": 350222, + "TP": 0, + "n_pred": 242, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 18738, + "IoU": 0.0, + "TN": 331726, + "TP": 0, + "n_pred": 18738, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 51117, + "FP": 0, + "IoU": 0.0, + "TN": 299347, + "TP": 0, + "n_pred": 0, + "n_ref": 51117 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2895, + "IoU": 0.0, + "TN": 347569, + "TP": 0, + "n_pred": 2895, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8622349500365586, + "FN": 914, + "FP": 3608, + "IoU": 0.7578321640871847, + "TN": 331791, + "TP": 14151, + "n_pred": 17759, + "n_ref": 15065 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 2, + "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_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 350453, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "10": { + "Dice": 0.2557487922705314, + "FN": 14706, + "FP": 700, + "IoU": 0.14662382983437655, + "TN": 332411, + "TP": 2647, + "n_pred": 3347, + "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": 1110, + "IoU": 0.0, + "TN": 349354, + "TP": 0, + "n_pred": 1110, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 397, + "IoU": 0.0, + "TN": 350067, + "TP": 0, + "n_pred": 397, + "n_ref": 0 + }, + "3": { + "Dice": 0.040536060993512334, + "FN": 16239, + "FP": 4022, + "IoU": 0.02068732176518923, + "TN": 329775, + "TP": 428, + "n_pred": 4450, + "n_ref": 16667 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 350354, + "TP": 0, + "n_pred": 110, + "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": 12033, + "IoU": 0.0, + "TN": 338431, + "TP": 0, + "n_pred": 12033, + "n_ref": 0 + }, + "7": { + "Dice": 0.0625, + "FN": 21, + "FP": 9, + "IoU": 0.03225806451612903, + "TN": 350433, + "TP": 1, + "n_pred": 10, + "n_ref": 22 + }, + "8": { + "Dice": 0.8096726435268958, + "FN": 3338, + "FP": 133, + "IoU": 0.6802100608070757, + "TN": 339610, + "TP": 7383, + "n_pred": 7516, + "n_ref": 10721 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1867, + "IoU": 0.0, + "TN": 348597, + "TP": 0, + "n_pred": 1867, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.7383127732944648, + "FN": 2776, + "FP": 4585, + "IoU": 0.5851789236404621, + "TN": 157487, + "TP": 10384, + "n_pred": 14969, + "n_ref": 13160 + }, + "11": { + "Dice": 0.0, + "FN": 1967, + "FP": 0, + "IoU": 0.0, + "TN": 173265, + "TP": 0, + "n_pred": 0, + "n_ref": 1967 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7267896931954522, + "FN": 6984, + "FP": 2580, + "IoU": 0.5708323984743101, + "TN": 152947, + "TP": 12721, + "n_pred": 15301, + "n_ref": 19705 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.94882763849028, + "FN": 726, + "FP": 219, + "IoU": 0.9026375437873481, + "TN": 165526, + "TP": 8761, + "n_pred": 8980, + "n_ref": 9487 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.09655937846836848, + "FN": 136, + "FP": 6376, + "IoU": 0.05072886297376093, + "TN": 168372, + "TP": 348, + "n_pred": 6724, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8680130887243858, + "FN": 8521, + "FP": 1321, + "IoU": 0.7668048809382775, + "TN": 133027, + "TP": 32363, + "n_pred": 33684, + "n_ref": 40884 + }, + "7": { + "Dice": 0.0, + "FN": 1393, + "FP": 29, + "IoU": 0.0, + "TN": 173810, + "TP": 0, + "n_pred": 29, + "n_ref": 1393 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 175133, + "TP": 0, + "n_pred": 99, + "n_ref": 0 + }, + "9": { + "Dice": 0.853704266747745, + "FN": 2645, + "FP": 3129, + "IoU": 0.7447504531187834, + "TN": 152611, + "TP": 16847, + "n_pred": 19976, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 179, + "FP": 4130, + "IoU": 0.0, + "TN": 521387, + "TP": 0, + "n_pred": 4130, + "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": 0.9354863514033064, + "FN": 454, + "FP": 385, + "IoU": 0.8787922565732448, + "TN": 518774, + "TP": 6083, + "n_pred": 6468, + "n_ref": 6537 + }, + "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": 0.9580880265026029, + "FN": 5941, + "FP": 2915, + "IoU": 0.9195479569032867, + "TN": 415618, + "TP": 101222, + "n_pred": 104137, + "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_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.02418704649287826, + "FN": 6185, + "FP": 1077, + "IoU": 0.012241566920565832, + "TN": 167880, + "TP": 90, + "n_pred": 1167, + "n_ref": 6275 + }, + "15": { + "Dice": 0.35769828926905134, + "FN": 2925, + "FP": 16899, + "IoU": 0.2178030303030303, + "TN": 149888, + "TP": 5520, + "n_pred": 22419, + "n_ref": 8445 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.2518712273301617, + "FN": 982.7948717948718, + "FP": 606.9076923076923, + "IoU": 0.2086874298258907, + "TN": 199520.73846153842, + "TP": 1080.3282051282051, + "n_pred": 1687.2358974358972, + "n_ref": 2063.123076923077 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 41.76923076923077, + "FP": 799.3846153846154, + "IoU": 0.0, + "TN": 201349.61538461538, + "TP": 0.0, + "n_pred": 799.3846153846154, + "n_ref": 41.76923076923077 + }, + "10": { + "Dice": 0.19322863224091996, + "FN": 182.0, + "FP": 1172.3076923076924, + "IoU": 0.1496455048479906, + "TN": 200673.3076923077, + "TP": 163.15384615384616, + "n_pred": 1335.4615384615386, + "n_ref": 345.15384615384613 + }, + "11": { + "Dice": 0.0, + "FN": 320.61538461538464, + "FP": 31.76923076923077, + "IoU": 0.0, + "TN": 201838.38461538462, + "TP": 0.0, + "n_pred": 31.76923076923077, + "n_ref": 320.61538461538464 + }, + "12": { + "Dice": 0.0, + "FN": 29.153846153846153, + "FP": 47.61538461538461, + "IoU": 0.0, + "TN": 202114.0, + "TP": 0.0, + "n_pred": 47.61538461538461, + "n_ref": 29.153846153846153 + }, + "13": { + "Dice": 0.08881134076925254, + "FN": 1353.8461538461538, + "FP": 638.7692307692307, + "IoU": 0.04855396615141543, + "TN": 199997.92307692306, + "TP": 200.23076923076923, + "n_pred": 839.0, + "n_ref": 1554.076923076923 + }, + "14": { + "Dice": 0.9255106534331493, + "FN": 136.92307692307693, + "FP": 32.23076923076923, + "IoU": 0.8613493064312736, + "TN": 200970.76923076922, + "TP": 1050.8461538461538, + "n_pred": 1083.076923076923, + "n_ref": 1187.7692307692307 + }, + "15": { + "Dice": 0.8163265306122449, + "FN": 12.0, + "FP": 6.6923076923076925, + "IoU": 0.6896551724137931, + "TN": 202130.53846153847, + "TP": 41.53846153846154, + "n_pred": 48.23076923076923, + "n_ref": 53.53846153846154 + }, + "2": { + "Dice": 0.37091721467594335, + "FN": 1081.3846153846155, + "FP": 117.38461538461539, + "IoU": 0.2853282978579576, + "TN": 200531.3076923077, + "TP": 460.6923076923077, + "n_pred": 578.0769230769231, + "n_ref": 1542.076923076923 + }, + "3": { + "Dice": 0.0462478184991274, + "FN": 4.230769230769231, + "FP": 954.0769230769231, + "IoU": 0.0242451967063129, + "TN": 201216.15384615384, + "TP": 16.307692307692307, + "n_pred": 970.3846153846154, + "n_ref": 20.53846153846154 + }, + "4": { + "Dice": 0.13971469018839158, + "FN": 1094.923076923077, + "FP": 165.53846153846155, + "IoU": 0.08837914169594269, + "TN": 200831.61538461538, + "TP": 98.6923076923077, + "n_pred": 264.2307692307692, + "n_ref": 1193.6153846153845 + }, + "5": { + "Dice": 0.015184861100062756, + "FN": 2738.6923076923076, + "FP": 168.53846153846155, + "IoU": 0.007769396356795282, + "TN": 199217.46153846153, + "TP": 66.07692307692308, + "n_pred": 234.6153846153846, + "n_ref": 2804.769230769231 + }, + "6": { + "Dice": 0.5095101075314642, + "FN": 3011.769230769231, + "FP": 1605.076923076923, + "IoU": 0.4155220071089186, + "TN": 187503.53846153847, + "TP": 10070.384615384615, + "n_pred": 11675.461538461539, + "n_ref": 13082.153846153846 + }, + "7": { + "Dice": 0.02980997904353764, + "FN": 1615.4615384615386, + "FP": 1835.076923076923, + "IoU": 0.016641253483358747, + "TN": 198691.53846153847, + "TP": 48.69230769230769, + "n_pred": 1883.7692307692307, + "n_ref": 1664.1538461538462 + }, + "8": { + "Dice": 0.4609192828478375, + "FN": 1696.923076923077, + "FP": 588.3846153846154, + "IoU": 0.42860277404845953, + "TN": 196236.61538461538, + "TP": 3668.846153846154, + "n_pred": 4257.2307692307695, + "n_ref": 5365.7692307692305 + }, + "9": { + "Dice": 0.18188729901049433, + "FN": 1422.2307692307693, + "FP": 940.7692307692307, + "IoU": 0.11461943028614241, + "TN": 199508.3076923077, + "TP": 319.46153846153845, + "n_pred": 1260.2307692307693, + "n_ref": 1741.6923076923076 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8655, + "IoU": 0.0, + "TN": 166577, + "TP": 0, + "n_pred": 8655, + "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": 3534, + "FP": 37, + "IoU": 0.0, + "TN": 171661, + "TP": 0, + "n_pred": 37, + "n_ref": 3534 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 262, + "IoU": 0.0, + "TN": 174970, + "TP": 0, + "n_pred": 262, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 936, + "FP": 0, + "IoU": 0.0, + "TN": 174296, + "TP": 0, + "n_pred": 0, + "n_ref": 936 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.307061822180019, + "FN": 13864, + "FP": 1, + "IoU": 0.18137804806045935, + "TN": 158295, + "TP": 3072, + "n_pred": 3073, + "n_ref": 16936 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8298, + "IoU": 0.0, + "TN": 166934, + "TP": 0, + "n_pred": 8298, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8710725223506605, + "FN": 10698, + "FP": 1805, + "IoU": 0.771592985020095, + "TN": 120492, + "TP": 42237, + "n_pred": 44042, + "n_ref": 52935 + }, + "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": 808, + "IoU": 0.0, + "TN": 174424, + "TP": 0, + "n_pred": 808, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 2810, + "FP": 324, + "IoU": 0.0, + "TN": 172098, + "TP": 0, + "n_pred": 324, + "n_ref": 2810 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1716, + "IoU": 0.0, + "TN": 173516, + "TP": 0, + "n_pred": 1716, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1379, + "FP": 0, + "IoU": 0.0, + "TN": 173853, + "TP": 0, + "n_pred": 0, + "n_ref": 1379 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.892906404500122, + "FN": 17591, + "FP": 1276, + "IoU": 0.8065319934372437, + "TN": 77712, + "TP": 78653, + "n_pred": 79929, + "n_ref": 96244 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 314, + "IoU": 0.0, + "TN": 174918, + "TP": 0, + "n_pred": 314, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0052.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": 0.7883705206220419, + "FN": 225, + "FP": 88, + "IoU": 0.6506696428571429, + "TN": 349568, + "TP": 583, + "n_pred": 671, + "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": 0.0675818373812038, + "FN": 1452, + "FP": 314, + "IoU": 0.034972677595628415, + "TN": 348634, + "TP": 64, + "n_pred": 378, + "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": 0.7926408076514346, + "FN": 1986, + "FP": 1136, + "IoU": 0.6565078666519969, + "TN": 341375, + "TP": 5967, + "n_pred": 7103, + "n_ref": 7953 + }, + "7": { + "Dice": 0.0, + "FN": 16199, + "FP": 19378, + "IoU": 0.0, + "TN": 314887, + "TP": 0, + "n_pred": 19378, + "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_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 115, + "IoU": 0.0, + "TN": 350349, + "TP": 0, + "n_pred": 115, + "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_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 543, + "FP": 0, + "IoU": 0.0, + "TN": 174689, + "TP": 0, + "n_pred": 0, + "n_ref": 543 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3015, + "IoU": 0.0, + "TN": 172217, + "TP": 0, + "n_pred": 3015, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 634, + "FP": 0, + "IoU": 0.0, + "TN": 174598, + "TP": 0, + "n_pred": 0, + "n_ref": 634 + }, + "12": { + "Dice": 0.0, + "FN": 379, + "FP": 1, + "IoU": 0.0, + "TN": 174852, + "TP": 0, + "n_pred": 1, + "n_ref": 379 + }, + "13": { + "Dice": 0.19010212097407697, + "FN": 89, + "FP": 942, + "IoU": 0.10503472222222222, + "TN": 174080, + "TP": 121, + "n_pred": 1063, + "n_ref": 210 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0924956369982548, + "FN": 55, + "FP": 4105, + "IoU": 0.0484903934126258, + "TN": 170860, + "TP": 212, + "n_pred": 4317, + "n_ref": 267 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 215, + "FP": 328, + "IoU": 0.0, + "TN": 174689, + "TP": 0, + "n_pred": 328, + "n_ref": 215 + }, + "6": { + "Dice": 0.5746536685479733, + "FN": 3761, + "FP": 1213, + "IoU": 0.4031677465802736, + "TN": 166898, + "TP": 3360, + "n_pred": 4573, + "n_ref": 7121 + }, + "7": { + "Dice": 0.20866985330476348, + "FN": 4801, + "FP": 0, + "IoU": 0.11648877438351123, + "TN": 169798, + "TP": 633, + "n_pred": 633, + "n_ref": 5434 + }, + "8": { + "Dice": 0.8847664385599524, + "FN": 7272, + "FP": 474, + "IoU": 0.7933463169970386, + "TN": 137749, + "TP": 29737, + "n_pred": 30211, + "n_ref": 37009 + }, + "9": { + "Dice": 0.48648184705175523, + "FN": 3941, + "FP": 2042, + "IoU": 0.32142452081206757, + "TN": 166415, + "TP": 2834, + "n_pred": 4876, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.17777264058255793, + "FN": 2141, + "FP": 12086, + "IoU": 0.09755788138281002, + "TN": 159467, + "TP": 1538, + "n_pred": 13624, + "n_ref": 3679 + }, + "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": 126, + "IoU": 0.0, + "TN": 175106, + "TP": 0, + "n_pred": 126, + "n_ref": 0 + }, + "13": { + "Dice": 0.18637274549098196, + "FN": 15123, + "FP": 5989, + "IoU": 0.10276243093922652, + "TN": 151702, + "TP": 2418, + "n_pred": 8407, + "n_ref": 17541 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4191440705651748, + "FN": 1404, + "FP": 2152, + "IoU": 0.26513742508782806, + "TN": 170393, + "TP": 1283, + "n_pred": 3435, + "n_ref": 2687 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1256, + "IoU": 0.0, + "TN": 173976, + "TP": 0, + "n_pred": 1256, + "n_ref": 0 + }, + "6": { + "Dice": 0.41064981949458484, + "FN": 61, + "FP": 1245, + "IoU": 0.25837592277115273, + "TN": 173471, + "TP": 455, + "n_pred": 1700, + "n_ref": 516 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3159, + "IoU": 0.0, + "TN": 172073, + "TP": 0, + "n_pred": 3159, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 13366, + "FP": 6250, + "IoU": 0.0, + "TN": 155616, + "TP": 0, + "n_pred": 6250, + "n_ref": 13366 + }, + "9": { + "Dice": 0.24106734899022206, + "FN": 6186, + "FP": 2119, + "IoU": 0.13705320033250207, + "TN": 165608, + "TP": 1319, + "n_pred": 3438, + "n_ref": 7505 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.9255106534331493, + "FN": 1780, + "FP": 419, + "IoU": 0.8613493064312736, + "TN": 159372, + "TP": 13661, + "n_pred": 14080, + "n_ref": 15441 + }, + "15": { + "Dice": 0.8163265306122449, + "FN": 156, + "FP": 87, + "IoU": 0.6896551724137931, + "TN": 174449, + "TP": 540, + "n_pred": 627, + "n_ref": 696 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 312, + "IoU": 0.0, + "TN": 174920, + "TP": 0, + "n_pred": 312, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 49, + "IoU": 0.0, + "TN": 175183, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8056898218478111, + "FN": 194, + "FP": 1213, + "IoU": 0.6746068455134135, + "TN": 170908, + "TP": 2917, + "n_pred": 4130, + "n_ref": 3111 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 15, + "IoU": 0.0, + "TN": 175217, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "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_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 376, + "IoU": 0.0, + "TN": 174856, + "TP": 0, + "n_pred": 376, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 230, + "IoU": 0.0, + "TN": 175002, + "TP": 0, + "n_pred": 230, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1059, + "IoU": 0.0, + "TN": 174173, + "TP": 0, + "n_pred": 1059, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.045554583300188266, + "FN": 35388, + "FP": 607, + "IoU": 0.023308189070385846, + "TN": 138378, + "TP": 859, + "n_pred": 1466, + "n_ref": 36247 + }, + "6": { + "Dice": 0.024647530175474185, + "FN": 5056, + "FP": 14176, + "IoU": 0.012477535301668806, + "TN": 155757, + "TP": 243, + "n_pred": 14419, + "n_ref": 5299 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 872, + "IoU": 0.0, + "TN": 174359, + "TP": 0, + "n_pred": 872, + "n_ref": 1 + }, + "8": { + "Dice": 0.9589106928313976, + "FN": 1422, + "FP": 117, + "IoU": 0.9210647791967995, + "TN": 155735, + "TP": 17958, + "n_pred": 18075, + "n_ref": 19380 + }, + "9": { + "Dice": 0.0, + "FN": 5552, + "FP": 7745, + "IoU": 0.0, + "TN": 161935, + "TP": 0, + "n_pred": 7745, + "n_ref": 5552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0383.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.1547206857346237, + "FN": 1130.107692307692, + "FP": 887.2717948717948, + "IoU": 0.11289153958068637, + "TN": 199154.37435897434, + "TP": 1019.0153846153847, + "n_pred": 1906.2871794871796, + "n_ref": 2149.123076923077 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 0.0, + "FP": 376.0, + "IoU": 0.0, + "TN": 201814.76923076922, + "TP": 0.0, + "n_pred": 376.0, + "n_ref": 0.0 + }, + "10": { + "Dice": 0.052461701512669816, + "FN": 913.7692307692307, + "FP": 1719.7692307692307, + "IoU": 0.029305705059203446, + "TN": 199389.6923076923, + "TP": 167.53846153846155, + "n_pred": 1887.3076923076924, + "n_ref": 1081.3076923076924 + }, + "11": { + "Dice": 0.07721667645331767, + "FN": 301.6923076923077, + "FP": 52.15384615384615, + "IoU": 0.04565972222222222, + "TN": 201796.46153846153, + "TP": 40.46153846153846, + "n_pred": 92.61538461538461, + "n_ref": 342.15384615384613 + }, + "12": { + "Dice": 0.0, + "FN": 0.0, + "FP": 128.46153846153845, + "IoU": 0.0, + "TN": 202062.3076923077, + "TP": 0.0, + "n_pred": 128.46153846153845, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.0362925320286816, + "FN": 2445.076923076923, + "FP": 1778.923076923077, + "IoU": 0.01952892257475718, + "TN": 197793.92307692306, + "TP": 172.84615384615384, + "n_pred": 1951.7692307692307, + "n_ref": 2617.923076923077 + }, + "14": { + "Dice": 0.4795776137336933, + "FN": 406.84615384615387, + "FP": 3332.153846153846, + "IoU": 0.38632936915930177, + "TN": 193320.3076923077, + "TP": 5131.461538461538, + "n_pred": 8463.615384615385, + "n_ref": 5538.307692307692 + }, + "15": { + "Dice": 0.2543228870530787, + "FN": 735.6153846153846, + "FP": 68.07692307692308, + "IoU": 0.20559130481803925, + "TN": 200509.6923076923, + "TP": 877.3846153846154, + "n_pred": 945.4615384615385, + "n_ref": 1613.0 + }, + "2": { + "Dice": 0.35763308898060386, + "FN": 1521.076923076923, + "FP": 419.38461538461536, + "IoU": 0.2786415618759843, + "TN": 198219.3076923077, + "TP": 2031.0, + "n_pred": 2450.3846153846152, + "n_ref": 3552.076923076923 + }, + "3": { + "Dice": 0.0, + "FN": 0.0, + "FP": 258.38461538461536, + "IoU": 0.0, + "TN": 201932.38461538462, + "TP": 0.0, + "n_pred": 258.38461538461536, + "n_ref": 0.0 + }, + "4": { + "Dice": 0.16000831212011013, + "FN": 1232.2307692307693, + "FP": 111.15384615384616, + "IoU": 0.10527035340761502, + "TN": 200492.0, + "TP": 355.38461538461536, + "n_pred": 466.53846153846155, + "n_ref": 1587.6153846153845 + }, + "5": { + "Dice": 0.07922556781227148, + "FN": 766.0769230769231, + "FP": 285.0, + "IoU": 0.0439233703719667, + "TN": 201091.6923076923, + "TP": 48.0, + "n_pred": 333.0, + "n_ref": 814.0769230769231 + }, + "6": { + "Dice": 0.38050386474133013, + "FN": 1905.2307692307693, + "FP": 2070.769230769231, + "IoU": 0.3068097975853154, + "TN": 193000.61538461538, + "TP": 5214.153846153846, + "n_pred": 7284.923076923077, + "n_ref": 7119.384615384615 + }, + "7": { + "Dice": 0.14268564831067068, + "FN": 1891.8461538461538, + "FP": 1039.3846153846155, + "IoU": 0.08750461175881238, + "TN": 198695.76923076922, + "TP": 563.7692307692307, + "n_pred": 1603.1538461538462, + "n_ref": 2455.6153846153848 + }, + "8": { + "Dice": 0.1626597757654007, + "FN": 4196.384615384615, + "FP": 57.07692307692308, + "IoU": 0.09091913959123539, + "TN": 197555.15384615384, + "TP": 382.15384615384613, + "n_pred": 439.2307692307692, + "n_ref": 4578.538461538462 + }, + "9": { + "Dice": 0.13822261750752757, + "FN": 635.7692307692307, + "FP": 1612.3846153846155, + "IoU": 0.09388923528584252, + "TN": 199641.53846153847, + "TP": 301.0769230769231, + "n_pred": 1913.4615384615386, + "n_ref": 936.8461538461538 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3893, + "IoU": 0.0, + "TN": 171339, + "TP": 0, + "n_pred": 3893, + "n_ref": 0 + }, + "10": { + "Dice": 0.20984680605067926, + "FN": 5678, + "FP": 10724, + "IoU": 0.11722282023681378, + "TN": 156652, + "TP": 2178, + "n_pred": 12902, + "n_ref": 7856 + }, + "11": { + "Dice": 0.3088667058132707, + "FN": 1898, + "FP": 456, + "IoU": 0.18263888888888888, + "TN": 172352, + "TP": 526, + "n_pred": 982, + "n_ref": 2424 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1658, + "IoU": 0.0, + "TN": 173574, + "TP": 0, + "n_pred": 1658, + "n_ref": 0 + }, + "13": { + "Dice": 0.0018725495933056351, + "FN": 12797, + "FP": 4260, + "IoU": 0.0009371522286651438, + "TN": 158159, + "TP": 16, + "n_pred": 4276, + "n_ref": 12813 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7391991283029148, + "FN": 2760, + "FP": 2027, + "IoU": 0.5862933195056607, + "TN": 163661, + "TP": 6784, + "n_pred": 8811, + "n_ref": 9544 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 730, + "IoU": 0.0, + "TN": 174502, + "TP": 0, + "n_pred": 730, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 6855, + "FP": 302, + "IoU": 0.0, + "TN": 168075, + "TP": 0, + "n_pred": 302, + "n_ref": 6855 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7296840574129928, + "FN": 12080, + "FP": 557, + "IoU": 0.5744114774525982, + "TN": 145539, + "TP": 17056, + "n_pred": 17613, + "n_ref": 29136 + }, + "7": { + "Dice": 0.41786743515850144, + "FN": 489, + "FP": 3551, + "IoU": 0.2641165755919854, + "TN": 169742, + "TP": 1450, + "n_pred": 5001, + "n_ref": 1939 + }, + "8": { + "Dice": 0.23268698060941828, + "FN": 0, + "FP": 554, + "IoU": 0.13166144200626959, + "TN": 174594, + "TP": 84, + "n_pred": 638, + "n_ref": 84 + }, + "9": { + "Dice": 0.5381559690570772, + "FN": 4712, + "FP": 1915, + "IoU": 0.3681350114416476, + "TN": 164744, + "TP": 3861, + "n_pred": 5776, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5835432204425969, + "FN": 2239, + "FP": 31823, + "IoU": 0.4119738977315886, + "TN": 117306, + "TP": 23864, + "n_pred": 55687, + "n_ref": 26103 + }, + "15": { + "Dice": 0.7629686611592361, + "FN": 6315, + "FP": 772, + "IoU": 0.6167739144541178, + "TN": 156739, + "TP": 11406, + "n_pred": 12178, + "n_ref": 17721 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 175139, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 24, + "IoU": 0.0, + "TN": 175208, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 3841, + "IoU": 0.0, + "TN": 171391, + "TP": 0, + "n_pred": 3841, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 35, + "IoU": 0.0, + "TN": 175197, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 3248, + "FP": 0, + "IoU": 0.0, + "TN": 171984, + "TP": 0, + "n_pred": 0, + "n_ref": 3248 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 479, + "IoU": 0.0, + "TN": 174753, + "TP": 0, + "n_pred": 479, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.855189620758483, + "FN": 3050, + "FP": 11460, + "IoU": 0.7470142097463168, + "TN": 117877, + "TP": 42845, + "n_pred": 54305, + "n_ref": 45895 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 113, + "IoU": 0.0, + "TN": 175119, + "TP": 0, + "n_pred": 113, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2896, + "IoU": 0.0, + "TN": 172336, + "TP": 0, + "n_pred": 2896, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 86, + "IoU": 0.0, + "TN": 175146, + "TP": 0, + "n_pred": 86, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 208, + "IoU": 0.0, + "TN": 175024, + "TP": 0, + "n_pred": 208, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1779, + "IoU": 0.0, + "TN": 173453, + "TP": 0, + "n_pred": 1779, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 6201, + "FP": 3420, + "IoU": 0.0, + "TN": 165611, + "TP": 0, + "n_pred": 3420, + "n_ref": 6201 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 75, + "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": 0.14329757852142078, + "FN": 18989, + "FP": 7687, + "IoU": 0.07717853807036358, + "TN": 146325, + "TP": 2231, + "n_pred": 9918, + "n_ref": 21220 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4800249363603304, + "FN": 9164, + "FP": 845, + "IoU": 0.31581106022284505, + "TN": 160603, + "TP": 4620, + "n_pred": 5465, + "n_ref": 13784 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 544, + "IoU": 0.0, + "TN": 174688, + "TP": 0, + "n_pred": 544, + "n_ref": 0 + }, + "6": { + "Dice": 0.8090535718293422, + "FN": 3177, + "FP": 13839, + "IoU": 0.6793366625836239, + "TN": 122167, + "TP": 36049, + "n_pred": 49888, + "n_ref": 39226 + }, + "7": { + "Dice": 0.29556080639485194, + "FN": 24105, + "FP": 3919, + "IoU": 0.17340648320207652, + "TN": 141329, + "TP": 5879, + "n_pred": 9798, + "n_ref": 29984 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.014734500973033082, + "FN": 498, + "FP": 6590, + "IoU": 0.007421929701722448, + "TN": 168091, + "TP": 53, + "n_pred": 6643, + "n_ref": 551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 8212, + "IoU": 0.0, + "TN": 342252, + "TP": 0, + "n_pred": 8212, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 147, + "IoU": 0.0, + "TN": 350317, + "TP": 0, + "n_pred": 147, + "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": 11132, + "IoU": 0.0, + "TN": 339332, + "TP": 0, + "n_pred": 11132, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 298, + "IoU": 0.0, + "TN": 350166, + "TP": 0, + "n_pred": 298, + "n_ref": 0 + }, + "5": { + "Dice": 0.02394586153045289, + "FN": 7544, + "FP": 1831, + "IoU": 0.012118018967334035, + "TN": 340974, + "TP": 115, + "n_pred": 1946, + "n_ref": 7659 + }, + "6": { + "Dice": 0.007387862796833773, + "FN": 9, + "FP": 7515, + "IoU": 0.003707627118644068, + "TN": 342912, + "TP": 28, + "n_pred": 7543, + "n_ref": 37 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4251, + "IoU": 0.0, + "TN": 346213, + "TP": 0, + "n_pred": 4251, + "n_ref": 0 + }, + "8": { + "Dice": 0.03947871121110498, + "FN": 22439, + "FP": 188, + "IoU": 0.020136843928633293, + "TN": 327372, + "TP": 465, + "n_pred": 653, + "n_ref": 22904 + }, + "9": { + "Dice": 0.0, + "FN": 3055, + "FP": 8656, + "IoU": 0.0, + "TN": 338753, + "TP": 0, + "n_pred": 8656, + "n_ref": 3055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 423, + "IoU": 0.0, + "TN": 350041, + "TP": 0, + "n_pred": 423, + "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": 0.21373084190636155, + "FN": 2415, + "FP": 1330, + "IoU": 0.11965209214856605, + "TN": 346210, + "TP": 509, + "n_pred": 1839, + "n_ref": 2924 + }, + "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": 0.21581363547567883, + "FN": 32114, + "FP": 0, + "IoU": 0.12095913283880327, + "TN": 313931, + "TP": 4419, + "n_pred": 4419, + "n_ref": 36533 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3800, + "IoU": 0.0, + "TN": 346664, + "TP": 0, + "n_pred": 3800, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2024, + "FP": 0, + "IoU": 0.0, + "TN": 173208, + "TP": 0, + "n_pred": 0, + "n_ref": 2024 + }, + "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": 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": 0.6913332276195007, + "FN": 17014, + "FP": 505, + "IoU": 0.5282729279982767, + "TN": 138094, + "TP": 19619, + "n_pred": 20124, + "n_ref": 36633 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2543, + "IoU": 0.0, + "TN": 172689, + "TP": 0, + "n_pred": 2543, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.736897696408812, + "FN": 9502, + "FP": 960, + "IoU": 0.5834030183570262, + "TN": 150119, + "TP": 14651, + "n_pred": 15611, + "n_ref": 24153 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 175220, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0350.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.254045579166807, + "FN": 2055.507692307692, + "FP": 1182.774358974359, + "IoU": 0.19521690604319922, + "TN": 184129.67692307694, + "TP": 1343.425641025641, + "n_pred": 2526.2, + "n_ref": 3398.933333333334 + }, + "mean": { + "1": { + "Dice": 0.21075925364860806, + "FN": 9620.384615384615, + "FP": 28.46153846153846, + "IoU": 0.15378351992189687, + "TN": 179041.15384615384, + "TP": 21.384615384615383, + "n_pred": 49.84615384615385, + "n_ref": 9641.76923076923 + }, + "10": { + "Dice": 0.2271729866570952, + "FN": 3155.4615384615386, + "FP": 444.9230769230769, + "IoU": 0.16456370214887323, + "TN": 183376.38461538462, + "TP": 1734.6153846153845, + "n_pred": 2179.5384615384614, + "n_ref": 4890.076923076923 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 0.07692307692307693, + "IoU": 0.0, + "TN": 188711.3076923077, + "TP": 0.0, + "n_pred": 0.07692307692307693, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 109.6923076923077, + "FP": 1.0, + "IoU": 0.0, + "TN": 188600.6923076923, + "TP": 0.0, + "n_pred": 1.0, + "n_ref": 109.6923076923077 + }, + "13": { + "Dice": 0.19452835211609795, + "FN": 1117.2307692307693, + "FP": 887.9230769230769, + "IoU": 0.1331874450779538, + "TN": 185884.46153846153, + "TP": 821.7692307692307, + "n_pred": 1709.6923076923076, + "n_ref": 1939.0 + }, + "14": { + "Dice": 0.4918380323257372, + "FN": 4855.307692307692, + "FP": 289.2307692307692, + "IoU": 0.4050991537997571, + "TN": 177917.15384615384, + "TP": 5649.692307692308, + "n_pred": 5938.923076923077, + "n_ref": 10505.0 + }, + "15": { + "Dice": 0.7033240874618467, + "FN": 1085.6153846153845, + "FP": 81.84615384615384, + "IoU": 0.5424725735160932, + "TN": 186110.23076923078, + "TP": 1433.6923076923076, + "n_pred": 1515.5384615384614, + "n_ref": 2519.3076923076924 + }, + "2": { + "Dice": 0.5447592576857888, + "FN": 1074.3076923076924, + "FP": 1353.4615384615386, + "IoU": 0.4621753197801626, + "TN": 182431.92307692306, + "TP": 3851.6923076923076, + "n_pred": 5205.153846153846, + "n_ref": 4926.0 + }, + "3": { + "Dice": 0.10972842359615485, + "FN": 3963.3076923076924, + "FP": 296.3076923076923, + "IoU": 0.07028978679875095, + "TN": 182844.92307692306, + "TP": 1606.8461538461538, + "n_pred": 1903.1538461538462, + "n_ref": 5570.153846153846 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 171.53846153846155, + "IoU": 0.0, + "TN": 188539.84615384616, + "TP": 0.0, + "n_pred": 171.53846153846155, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 0.07692307692307693, + "IoU": 0.0, + "TN": 188711.3076923077, + "TP": 0.0, + "n_pred": 0.07692307692307693, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.3211241947959821, + "FN": 598.8461538461538, + "FP": 12831.076923076924, + "IoU": 0.27042310325855984, + "TN": 171864.76923076922, + "TP": 3416.6923076923076, + "n_pred": 16247.76923076923, + "n_ref": 4015.5384615384614 + }, + "7": { + "Dice": 0.11456706205560203, + "FN": 4467.923076923077, + "FP": 1116.0, + "IoU": 0.06841050989789835, + "TN": 182306.61538461538, + "TP": 820.8461538461538, + "n_pred": 1936.8461538461538, + "n_ref": 5288.7692307692305 + }, + "8": { + "Dice": 0.19312561819980217, + "FN": 369.38461538461536, + "FP": 76.46153846153847, + "IoU": 0.11967514557155992, + "TN": 188145.38461538462, + "TP": 120.15384615384616, + "n_pred": 196.6153846153846, + "n_ref": 489.53846153846155 + }, + "9": { + "Dice": 0.6997564189593899, + "FN": 415.15384615384613, + "FP": 163.23076923076923, + "IoU": 0.5381733308764818, + "TN": 187459.0, + "TP": 674.0, + "n_pred": 837.2307692307693, + "n_ref": 1089.1538461538462 + } + }, + "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_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 157, + "IoU": 0.0, + "TN": 175075, + "TP": 0, + "n_pred": 157, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0016471303151935777, + "FN": 124860, + "FP": 0, + "IoU": 0.0008242439762169602, + "TN": 50269, + "TP": 103, + "n_pred": 103, + "n_ref": 124963 + }, + "10": { + "Dice": 0.0, + "FN": 722, + "FP": 0, + "IoU": 0.0, + "TN": 174510, + "TP": 0, + "n_pred": 0, + "n_ref": 722 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1949, + "IoU": 0.0, + "TN": 173283, + "TP": 0, + "n_pred": 1949, + "n_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": 153253, + "IoU": 0.0, + "TN": 21979, + "TP": 0, + "n_pred": 153253, + "n_ref": 0 + }, + "7": { + "Dice": 0.17062766605728213, + "FN": 29807, + "FP": 135, + "IoU": 0.09327115256495669, + "TN": 142210, + "TP": 3080, + "n_pred": 3215, + "n_ref": 32887 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.5862304309586631, + "FN": 57199, + "FP": 1608, + "IoU": 0.4146576951406446, + "TN": 74766, + "TP": 41659, + "n_pred": 43267, + "n_ref": 98858 + }, + "15": { + "Dice": 0.6947705442902882, + "FN": 971, + "FP": 173, + "IoU": 0.5322976287816844, + "TN": 172786, + "TP": 1302, + "n_pred": 1475, + "n_ref": 2273 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.7057990743261638, + "FN": 11856, + "FP": 4353, + "IoU": 0.5453550992931673, + "TN": 139580, + "TP": 19443, + "n_pred": 23796, + "n_ref": 31299 + }, + "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": 0.5571998320738875, + "FN": 10200, + "FP": 6676, + "IoU": 0.38619335127664217, + "TN": 147738, + "TP": 10618, + "n_pred": 17294, + "n_ref": 20818 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7721687745468958, + "FN": 2733, + "FP": 3590, + "IoU": 0.6288883671792463, + "TN": 158194, + "TP": 10715, + "n_pred": 14305, + "n_ref": 13448 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 357, + "IoU": 0.0, + "TN": 174875, + "TP": 0, + "n_pred": 357, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 0.010691613765452723, + "FN": 5918, + "FP": 4, + "IoU": 0.0053745381256298285, + "TN": 169278, + "TP": 32, + "n_pred": 36, + "n_ref": 5950 + }, + "8": { + "Dice": 0.38625123639960435, + "FN": 3970, + "FP": 994, + "IoU": 0.23935029114311984, + "TN": 168706, + "TP": 1562, + "n_pred": 2556, + "n_ref": 5532 + }, + "9": { + "Dice": 0.6997564189593899, + "FN": 5397, + "FP": 2122, + "IoU": 0.5381733308764818, + "TN": 158951, + "TP": 8762, + "n_pred": 10884, + "n_ref": 14159 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 370, + "IoU": 0.0, + "TN": 174862, + "TP": 0, + "n_pred": 370, + "n_ref": 0 + }, + "10": { + "Dice": 0.202892872302217, + "FN": 23226, + "FP": 1187, + "IoU": 0.11289970930232558, + "TN": 147712, + "TP": 3107, + "n_pred": 4294, + "n_ref": 26333 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.026385224274406333, + "FN": 4324, + "FP": 473, + "IoU": 0.013368983957219251, + "TN": 170370, + "TP": 65, + "n_pred": 538, + "n_ref": 4389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 286, + "IoU": 0.0, + "TN": 174946, + "TP": 0, + "n_pred": 286, + "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": 0.7343644663597666, + "FN": 6878, + "FP": 6913, + "IoU": 0.5802337614902295, + "TN": 142378, + "TP": 19063, + "n_pred": 25976, + "n_ref": 25941 + }, + "7": { + "Dice": 0.3915160304552753, + "FN": 22358, + "FP": 1138, + "IoU": 0.24340685879890517, + "TN": 144177, + "TP": 7559, + "n_pred": 8697, + "n_ref": 29917 + }, + "8": { + "Dice": 0.0, + "FN": 832, + "FP": 0, + "IoU": 0.0, + "TN": 174400, + "TP": 0, + "n_pred": 0, + "n_ref": 832 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8892836660185484, + "FN": 5920, + "FP": 1995, + "IoU": 0.8006397662586268, + "TN": 135530, + "TP": 31787, + "n_pred": 33782, + "n_ref": 37707 + }, + "15": { + "Dice": 0.7118776306334051, + "FN": 13142, + "FP": 891, + "IoU": 0.5526475182505021, + "TN": 143863, + "TP": 17336, + "n_pred": 18227, + "n_ref": 30478 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6306306306306306, + "FN": 205, + "FP": 0, + "IoU": 0.4605263157894737, + "TN": 174852, + "TP": 175, + "n_pred": 175, + "n_ref": 380 + }, + "10": { + "Dice": 0.0, + "FN": 5217, + "FP": 244, + "IoU": 0.0, + "TN": 169771, + "TP": 0, + "n_pred": 244, + "n_ref": 5217 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1426, + "FP": 0, + "IoU": 0.0, + "TN": 173806, + "TP": 0, + "n_pred": 0, + "n_ref": 1426 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 4394, + "IoU": 0.0, + "TN": 170838, + "TP": 0, + "n_pred": 4394, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 12648, + "IoU": 0.0, + "TN": 162584, + "TP": 0, + "n_pred": 12648, + "n_ref": 0 + }, + "3": { + "Dice": 0.4389136943846194, + "FN": 51523, + "FP": 1884, + "IoU": 0.2811591471950038, + "TN": 100936, + "TP": 20889, + "n_pred": 22773, + "n_ref": 72412 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 38, + "IoU": 0.0, + "TN": 175194, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 13229, + "IoU": 0.0, + "TN": 162003, + "TP": 0, + "n_pred": 13229, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8621089985104705, + "FN": 11233, + "FP": 1357, + "IoU": 0.7576375921612413, + "TN": 123285, + "TP": 39357, + "n_pred": 40714, + "n_ref": 50590 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1325, + "IoU": 0.0, + "TN": 173907, + "TP": 0, + "n_pred": 1325, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 281, + "IoU": 0.0, + "TN": 174951, + "TP": 0, + "n_pred": 281, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.871256507620144, + "FN": 907, + "FP": 6586, + "IoU": 0.7718817548025695, + "TN": 142385, + "TP": 25354, + "n_pred": 31940, + "n_ref": 26261 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806180/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 1430.29347985348, + "FP": 856.0469597069598, + "IoU": NaN, + "TN": 205077.34080586082, + "TP": 1374.2176556776556, + "n_pred": 2230.2646153846154, + "n_ref": 2804.5111355311356 + }, + "mean": { + "1": { + "Dice": 0.10003900681669224, + "FN": 2907.773626373626, + "FP": 794.1263736263736, + "IoU": 0.07723174931013979, + "TN": 204168.25054945055, + "TP": 867.7483516483517, + "n_pred": 1661.8747252747253, + "n_ref": 3775.5219780219777 + }, + "10": { + "Dice": 0.2139313571810335, + "FN": 1485.8032967032966, + "FP": 1203.2142857142858, + "IoU": 0.1560218872567524, + "TN": 204917.87692307692, + "TP": 1131.0043956043955, + "n_pred": 2334.218681318681, + "n_ref": 2616.8076923076924 + }, + "11": { + "Dice": 0.015443335290663534, + "FN": 154.64725274725274, + "FP": 17.32857142857143, + "IoU": 0.009131944444444444, + "TN": 208557.83076923076, + "TP": 8.092307692307692, + "n_pred": 25.42087912087912, + "n_ref": 162.73956043956045 + }, + "12": { + "Dice": 0.008780014552510308, + "FN": 170.0978021978022, + "FP": 35.41538461538461, + "IoU": 0.004591577879249112, + "TN": 208529.8, + "TP": 2.585714285714286, + "n_pred": 38.0010989010989, + "n_ref": 172.6835164835165 + }, + "13": { + "Dice": 0.11138577060723465, + "FN": 1431.8879120879121, + "FP": 994.5945054945056, + "IoU": 0.07303833517212385, + "TN": 205850.9758241758, + "TP": 460.4406593406593, + "n_pred": 1455.0351648351648, + "n_ref": 1892.3285714285716 + }, + "14": { + "Dice": 0.45619826751242953, + "FN": 1169.958241758242, + "FP": 976.8373626373626, + "IoU": 0.39100816898658947, + "TN": 204086.1175824176, + "TP": 2504.9857142857145, + "n_pred": 3481.823076923077, + "n_ref": 3674.943956043956 + }, + "15": { + "Dice": NaN, + "FN": 631.8318681318681, + "FP": 545.5516483516483, + "IoU": NaN, + "TN": 206789.63516483517, + "TP": 770.8802197802197, + "n_pred": 1316.431868131868, + "n_ref": 1402.712087912088 + }, + "2": { + "Dice": 0.40591143065743057, + "FN": 838.2824175824177, + "FP": 872.7461538461539, + "IoU": 0.3392623621419793, + "TN": 205341.75054945057, + "TP": 1685.1197802197798, + "n_pred": 2557.8659340659337, + "n_ref": 2523.402197802198 + }, + "3": { + "Dice": 0.0478525197493848, + "FN": 2218.021978021978, + "FP": 405.18241758241754, + "IoU": 0.027935446086556383, + "TN": 205730.64945054945, + "TP": 384.0450549450549, + "n_pred": 789.2274725274725, + "n_ref": 2602.067032967033 + }, + "4": { + "Dice": 0.06316324641064595, + "FN": 467.3736263736264, + "FP": 294.8461538461538, + "IoU": 0.04042086111983691, + "TN": 207879.8923076923, + "TP": 95.78681318681319, + "n_pred": 390.63296703296703, + "n_ref": 563.1604395604396 + }, + "5": { + "Dice": 0.06952586260650118, + "FN": 701.2824175824177, + "FP": 97.89450549450551, + "IoU": 0.04424659932276388, + "TN": 207915.06373626375, + "TP": 23.658241758241758, + "n_pred": 121.55274725274725, + "n_ref": 724.9406593406593 + }, + "6": { + "Dice": 0.433872620614162, + "FN": 2534.869230769231, + "FP": 4621.17032967033, + "IoU": 0.3665769397814431, + "TN": 191813.32747252748, + "TP": 9768.531868131868, + "n_pred": 14389.702197802198, + "n_ref": 12303.401098901099 + }, + "7": { + "Dice": 0.0945938148050339, + "FN": 4756.231868131868, + "FP": 1075.1208791208792, + "IoU": 0.05935926288340219, + "TN": 201782.97032967032, + "TP": 1123.5758241758242, + "n_pred": 2198.696703296703, + "n_ref": 5879.807692307693 + }, + "8": { + "Dice": 0.29844808450812743, + "FN": 1335.967032967033, + "FP": 249.1703296703297, + "IoU": 0.2413571867378724, + "TN": 205944.4021978022, + "TP": 1208.3593406593404, + "n_pred": 1457.5296703296704, + "n_ref": 2544.3263736263734 + }, + "9": { + "Dice": 0.3687448802466419, + "FN": 650.3736263736263, + "FP": 657.5054945054945, + "IoU": 0.2673915448509928, + "TN": 206851.56923076924, + "TP": 578.4505494505495, + "n_pred": 1235.9560439560441, + "n_ref": 1228.8241758241759 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_003/summary.json b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_003/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d564b04d4fd506805b708444212417b6a8f94029 --- /dev/null +++ b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_003/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.4037288982706658, + "FN": 69122.59066666666, + "FP": 42805.52933333334, + "IoU": 0.29992815357566793, + "TN": 96227564.78, + "TP": 117467.94, + "n_pred": 160273.46933333337, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.6673316098776239, + "FN": 67186.84, + "FP": 44643.12, + "IoU": 0.5371070349696244, + "TN": 96218029.58, + "TP": 127101.3, + "n_pred": 171744.42, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.4271339271632224, + "FN": 40535.74, + "FP": 40322.42, + "IoU": 0.2896351854437368, + "TN": 96342415.86, + "TP": 33686.82, + "n_pred": 74009.24, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.07003741239078437, + "FN": 3552.4, + "FP": 40.2, + "IoU": 0.03965368674538555, + "TN": 96453220.26, + "TP": 147.98, + "n_pred": 188.18, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.011960215232382984, + "FN": 4207.1, + "FP": 0.8, + "IoU": 0.006970581878954667, + "TN": 96452723.38, + "TP": 29.56, + "n_pred": 30.36, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.20847658292059268, + "FN": 48743.76, + "FP": 14981.86, + "IoU": 0.12421789691520728, + "TN": 96384120.84, + "TP": 9114.38, + "n_pred": 24096.24, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6289787635628812, + "FN": 65081.38, + "FP": 25539.04, + "IoU": 0.5017153070261134, + "TN": 96293063.66, + "TP": 73276.76, + "n_pred": 98815.8, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.47499529969267507, + "FN": 38651.98, + "FP": 2544.56, + "IoU": 0.35151098168335015, + "TN": 96400369.24, + "TP": 15395.06, + "n_pred": 17939.62, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.5216856415558544, + "FN": 70861.68, + "FP": 77513.78, + "IoU": 0.3708286272659534, + "TN": 96222605.36, + "TP": 85980.02, + "n_pred": 163493.8, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.35545626154919985, + "FN": 107028.58, + "FP": 36129.22, + "IoU": 0.2446386685903666, + "TN": 96257429.04, + "TP": 56374.0, + "n_pred": 92503.22, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.16517668164684554, + "FN": 23945.44, + "FP": 3901.9, + "IoU": 0.10479183848732225, + "TN": 96426481.44, + "TP": 2632.06, + "n_pred": 6533.96, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.16543662141538026, + "FN": 15275.1, + "FP": 855.76, + "IoU": 0.10413289194713919, + "TN": 96438952.92, + "TP": 1877.06, + "n_pred": 2732.82, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8216005607246654, + "FN": 231111.68, + "FP": 264312.52, + "IoU": 0.7083549382553711, + "TN": 94833424.7, + "TP": 1128111.94, + "n_pred": 1392424.46, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.41791559752204493, + "FN": 214336.18, + "FP": 103512.88, + "IoU": 0.279093389693214, + "TN": 96014523.3, + "TP": 124588.48, + "n_pred": 228101.36, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.7016341065718973, + "FN": 51248.42, + "FP": 21614.44, + "IoU": 0.5573557315588648, + "TN": 96302977.22, + "TP": 81120.76, + "n_pred": 102735.2, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.41811419223393675, + "FN": 55072.58, + "FP": 6170.44, + "IoU": 0.27891554317441564, + "TN": 96373134.9, + "TP": 22582.92, + "n_pred": 28753.36, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.6518344944589323, + "FN": 15079, + "FP": 67830, + "IoU": 0.48349738350361326, + "TN": 119432800, + "TP": 77611, + "n_pred": 145441, + "n_ref": 92690 + }, + "10": { + "Dice": 0.5474778633271681, + "FN": 30787, + "FP": 42856, + "IoU": 0.3769153319626706, + "TN": 119475129, + "TP": 44548, + "n_pred": 87404, + "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": 0.11169854071696383, + "FN": 48616, + "FP": 17248, + "IoU": 0.059152917648739374, + "TN": 119523315, + "TP": 4141, + "n_pred": 21389, + "n_ref": 52757 + }, + "14": { + "Dice": 0.22319006379057157, + "FN": 214124, + "FP": 18101, + "IoU": 0.1256127958552032, + "TN": 119327734, + "TP": 33361, + "n_pred": 51462, + "n_ref": 247485 + }, + "15": { + "Dice": 0.2667399324907764, + "FN": 27766, + "FP": 257, + "IoU": 0.15389492753623188, + "TN": 119560200, + "TP": 5097, + "n_pred": 5354, + "n_ref": 32863 + }, + "2": { + "Dice": 0.6379267806068212, + "FN": 36082, + "FP": 82787, + "IoU": 0.4683498445781247, + "TN": 119369735, + "TP": 104716, + "n_pred": 187503, + "n_ref": 140798 + }, + "3": { + "Dice": 0.537101756115953, + "FN": 96302, + "FP": 31382, + "IoU": 0.36714908802537666, + "TN": 119391560, + "TP": 74076, + "n_pred": 105458, + "n_ref": 170378 + }, + "4": { + "Dice": 0.14901998119696772, + "FN": 71443, + "FP": 64, + "IoU": 0.08050869252134554, + "TN": 119515552, + "TP": 6261, + "n_pred": 6325, + "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": 0.8395306748321307, + "FN": 293614, + "FP": 45976, + "IoU": 0.7234406430438713, + "TN": 118365410, + "TP": 888320, + "n_pred": 934296, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 181338, + "IoU": 0.0, + "TN": 119411982, + "TP": 0, + "n_pred": 181338, + "n_ref": 0 + }, + "8": { + "Dice": 0.6265482736861083, + "FN": 147498, + "FP": 18210, + "IoU": 0.45618514410233857, + "TN": 119288606, + "TP": 139006, + "n_pred": 157216, + "n_ref": 286504 + }, + "9": { + "Dice": 0.487565850635265, + "FN": 51360, + "FP": 1556, + "IoU": 0.3223716224868741, + "TN": 119515230, + "TP": 25174, + "n_pred": 26730, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8683470974173818, + "FN": 27426, + "FP": 21435, + "IoU": 0.7673263554890999, + "TN": 72615662, + "TP": 161137, + "n_pred": 182572, + "n_ref": 188563 + }, + "10": { + "Dice": 0.3001508040056255, + "FN": 41880, + "FP": 82029, + "IoU": 0.17657496012759172, + "TN": 72675180, + "TP": 26571, + "n_pred": 108600, + "n_ref": 68451 + }, + "11": { + "Dice": 0.1511437908496732, + "FN": 2062, + "FP": 16, + "IoU": 0.08174988952717631, + "TN": 72823397, + "TP": 185, + "n_pred": 201, + "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": 0.3380705004469433, + "FN": 37135, + "FP": 13960, + "IoU": 0.20342048235972748, + "TN": 72761517, + "TP": 13048, + "n_pred": 27008, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7890090197718177, + "FN": 10844, + "FP": 24478, + "IoU": 0.6515399640905235, + "TN": 72724294, + "TP": 66044, + "n_pred": 90522, + "n_ref": 76888 + }, + "15": { + "Dice": 0.6731500928377926, + "FN": 20366, + "FP": 1110, + "IoU": 0.5073294946204492, + "TN": 72782069, + "TP": 22115, + "n_pred": 23225, + "n_ref": 42481 + }, + "2": { + "Dice": 0.6316846064064323, + "FN": 14070, + "FP": 127934, + "IoU": 0.4616513191066696, + "TN": 72561883, + "TP": 121773, + "n_pred": 249707, + "n_ref": 135843 + }, + "3": { + "Dice": 0.03832509450421634, + "FN": 124511, + "FP": 7777, + "IoU": 0.019536924490824465, + "TN": 72690736, + "TP": 2636, + "n_pred": 10413, + "n_ref": 127147 + }, + "4": { + "Dice": 0.5859448992907205, + "FN": 13090, + "FP": 6583, + "IoU": 0.41437204179442144, + "TN": 72792067, + "TP": 13920, + "n_pred": 20503, + "n_ref": 27010 + }, + "5": { + "Dice": 0.01584749655489205, + "FN": 8570, + "FP": 0, + "IoU": 0.00798703553652043, + "TN": 72817021, + "TP": 69, + "n_pred": 69, + "n_ref": 8639 + }, + "6": { + "Dice": 0.8876334585374395, + "FN": 145663, + "FP": 123248, + "IoU": 0.7979684981987701, + "TN": 71494625, + "TP": 1062124, + "n_pred": 1185372, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.45067839813533717, + "FN": 157285, + "FP": 41626, + "IoU": 0.29088757143315497, + "TN": 72545153, + "TP": 81596, + "n_pred": 123222, + "n_ref": 238881 + }, + "8": { + "Dice": 0.4754798551970206, + "FN": 39937, + "FP": 343, + "IoU": 0.3118882074585305, + "TN": 72767123, + "TP": 18257, + "n_pred": 18600, + "n_ref": 58194 + }, + "9": { + "Dice": 0.5930182013609528, + "FN": 40468, + "FP": 11027, + "IoU": 0.4214824967420123, + "TN": 72736648, + "TP": 37517, + "n_pred": 48544, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6601704705520093, + "FN": 108892, + "FP": 46719, + "IoU": 0.492727213456774, + "TN": 71502728, + "TP": 151149, + "n_pred": 197868, + "n_ref": 260041 + }, + "10": { + "Dice": 0.6483204477444262, + "FN": 30239, + "FP": 38629, + "IoU": 0.4796406416465806, + "TN": 71677141, + "TP": 63479, + "n_pred": 102108, + "n_ref": 93718 + }, + "11": { + "Dice": 0.1256544502617801, + "FN": 3141, + "FP": 32, + "IoU": 0.0670391061452514, + "TN": 71806087, + "TP": 228, + "n_pred": 260, + "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": 0.29277454257669, + "FN": 51508, + "FP": 8365, + "IoU": 0.17149143442282677, + "TN": 71737222, + "TP": 12393, + "n_pred": 20758, + "n_ref": 63901 + }, + "14": { + "Dice": 0.5767938036880863, + "FN": 310492, + "FP": 135, + "IoU": 0.40527774905898073, + "TN": 71287182, + "TP": 211679, + "n_pred": 211814, + "n_ref": 522171 + }, + "15": { + "Dice": 0.0, + "FN": 180663, + "FP": 1083, + "IoU": 0.0, + "TN": 71627742, + "TP": 0, + "n_pred": 1083, + "n_ref": 180663 + }, + "2": { + "Dice": 0.6046897318889127, + "FN": 27283, + "FP": 129080, + "IoU": 0.4333729534632584, + "TN": 71533534, + "TP": 119591, + "n_pred": 248671, + "n_ref": 146874 + }, + "3": { + "Dice": 0.08710189164223463, + "FN": 176320, + "FP": 5522, + "IoU": 0.045533994341712285, + "TN": 71618971, + "TP": 8675, + "n_pred": 14197, + "n_ref": 184995 + }, + "4": { + "Dice": 0.23427198225398976, + "FN": 12074, + "FP": 353, + "IoU": 0.13267727526521497, + "TN": 71795160, + "TP": 1901, + "n_pred": 2254, + "n_ref": 13975 + }, + "5": { + "Dice": 0.2439685092694489, + "FN": 8902, + "FP": 29, + "IoU": 0.13893173929811028, + "TN": 71799116, + "TP": 1441, + "n_pred": 1470, + "n_ref": 10343 + }, + "6": { + "Dice": 0.859288408499231, + "FN": 98080, + "FP": 278591, + "IoU": 0.7532915549395921, + "TN": 70282702, + "TP": 1150115, + "n_pred": 1428706, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.6659251765045221, + "FN": 82764, + "FP": 70121, + "IoU": 0.4991662872099613, + "TN": 71504227, + "TP": 152376, + "n_pred": 222497, + "n_ref": 235140 + }, + "8": { + "Dice": 0.811751225335805, + "FN": 13580, + "FP": 17799, + "IoU": 0.6831492214794919, + "TN": 71710454, + "TP": 67655, + "n_pred": 85454, + "n_ref": 81235 + }, + "9": { + "Dice": 0.4582973965820156, + "FN": 59462, + "FP": 8370, + "IoU": 0.29726705758034105, + "TN": 71712962, + "TP": 28694, + "n_pred": 37064, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.908288706540324, + "FN": 21095, + "FP": 17900, + "IoU": 0.8319861780140805, + "TN": 135213416, + "TP": 193099, + "n_pred": 210999, + "n_ref": 214194 + }, + "10": { + "Dice": 0.2885970438575236, + "FN": 70247, + "FP": 3152, + "IoU": 0.1686318484035022, + "TN": 135357223, + "TP": 14888, + "n_pred": 18040, + "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": 0.29294840717514037, + "FN": 31207, + "FP": 14004, + "IoU": 0.17161075178188614, + "TN": 135390933, + "TP": 9366, + "n_pred": 23370, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8528887438170085, + "FN": 24127, + "FP": 16886, + "IoU": 0.7435100468414831, + "TN": 135285609, + "TP": 118888, + "n_pred": 135774, + "n_ref": 143015 + }, + "15": { + "Dice": 0.5124301358084014, + "FN": 31037, + "FP": 7521, + "IoU": 0.3444746684801088, + "TN": 135386690, + "TP": 20262, + "n_pred": 27783, + "n_ref": 51299 + }, + "2": { + "Dice": 0.4829360921190508, + "FN": 126120, + "FP": 52508, + "IoU": 0.3183360236904067, + "TN": 135183463, + "TP": 83419, + "n_pred": 135927, + "n_ref": 209539 + }, + "3": { + "Dice": 0.6137435307648074, + "FN": 88116, + "FP": 86526, + "IoU": 0.4427344754635583, + "TN": 135132119, + "TP": 138749, + "n_pred": 225275, + "n_ref": 226865 + }, + "4": { + "Dice": 0.07859674540139187, + "FN": 35322, + "FP": 293, + "IoU": 0.04090590833198686, + "TN": 135408376, + "TP": 1519, + "n_pred": 1812, + "n_ref": 36841 + }, + "5": { + "Dice": 0.009369676320272573, + "FN": 27912, + "FP": 0, + "IoU": 0.004706889174154899, + "TN": 135417466, + "TP": 132, + "n_pred": 132, + "n_ref": 28044 + }, + "6": { + "Dice": 0.8572193697775093, + "FN": 385164, + "FP": 40308, + "IoU": 0.7501171678160271, + "TN": 133742824, + "TP": 1277214, + "n_pred": 1317522, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.23797113250104754, + "FN": 158931, + "FP": 97494, + "IoU": 0.13505518376598846, + "TN": 135149046, + "TP": 40039, + "n_pred": 137533, + "n_ref": 198970 + }, + "8": { + "Dice": 0.36067040727483796, + "FN": 215064, + "FP": 49286, + "IoU": 0.22001091719162622, + "TN": 135106595, + "TP": 74565, + "n_pred": 123851, + "n_ref": 289629 + }, + "9": { + "Dice": 0.16464617987031294, + "FN": 88982, + "FP": 2871, + "IoU": 0.08970814132104454, + "TN": 135344605, + "TP": 9052, + "n_pred": 11923, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5543946536492295, + "FN": 146960, + "FP": 28670, + "IoU": 0.38350346105783406, + "TN": 105469121, + "TP": 109254, + "n_pred": 137924, + "n_ref": 256214 + }, + "10": { + "Dice": 0.16281042577302898, + "FN": 47914, + "FP": 81369, + "IoU": 0.0886192846165776, + "TN": 105612151, + "TP": 12571, + "n_pred": 93940, + "n_ref": 60485 + }, + "11": { + "Dice": 0.0056292722155207075, + "FN": 2462, + "FP": 11, + "IoU": 0.00282258064516129, + "TN": 105751525, + "TP": 7, + "n_pred": 18, + "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": 0.22248389321580567, + "FN": 67676, + "FP": 24766, + "IoU": 0.12516561305220122, + "TN": 105648337, + "TP": 13226, + "n_pred": 37992, + "n_ref": 80902 + }, + "14": { + "Dice": 0.7915820900956664, + "FN": 66455, + "FP": 2236, + "IoU": 0.6550565690956477, + "TN": 105554868, + "TP": 130446, + "n_pred": 132682, + "n_ref": 196901 + }, + "15": { + "Dice": 0.6793952194734311, + "FN": 11688, + "FP": 3643, + "IoU": 0.5144576405384006, + "TN": 105722430, + "TP": 16244, + "n_pred": 19887, + "n_ref": 27932 + }, + "2": { + "Dice": 0.6572554278373955, + "FN": 53884, + "FP": 49375, + "IoU": 0.48948656465527896, + "TN": 105551740, + "TP": 99006, + "n_pred": 148381, + "n_ref": 152890 + }, + "3": { + "Dice": 0.5474152155766505, + "FN": 86863, + "FP": 53021, + "IoU": 0.3768559477194061, + "TN": 105529524, + "TP": 84597, + "n_pred": 137618, + "n_ref": 171460 + }, + "4": { + "Dice": 0.027207338684457415, + "FN": 40071, + "FP": 15921, + "IoU": 0.013791281373844121, + "TN": 105697230, + "TP": 783, + "n_pred": 16704, + "n_ref": 40854 + }, + "5": { + "Dice": 0.006096631611034903, + "FN": 12325, + "FP": 717, + "IoU": 0.0030576364470264487, + "TN": 105740923, + "TP": 40, + "n_pred": 757, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8278714224587677, + "FN": 175476, + "FP": 390527, + "IoU": 0.7062974474996497, + "TN": 103826875, + "TP": 1361127, + "n_pred": 1751654, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.5774312226201932, + "FN": 102169, + "FP": 141103, + "IoU": 0.40590742029622573, + "TN": 105344520, + "TP": 166213, + "n_pred": 307316, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8235235173937974, + "FN": 14702, + "FP": 16999, + "IoU": 0.6999914826767109, + "TN": 105648338, + "TP": 73966, + "n_pred": 90965, + "n_ref": 88668 + }, + "9": { + "Dice": 0.6895247638364754, + "FN": 32143, + "FP": 6278, + "IoU": 0.5261639020780662, + "TN": 105672920, + "TP": 42664, + "n_pred": 48942, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8179020607303206, + "FN": 37836, + "FP": 58085, + "IoU": 0.6919071876866942, + "TN": 96826542, + "TP": 215417, + "n_pred": 273502, + "n_ref": 253253 + }, + "10": { + "Dice": 0.6528613000770197, + "FN": 26537, + "FP": 64958, + "IoU": 0.48462812338057365, + "TN": 96960348, + "TP": 86037, + "n_pred": 150995, + "n_ref": 112574 + }, + "11": { + "Dice": 0.05601493731661777, + "FN": 3456, + "FP": 83, + "IoU": 0.028814489571899013, + "TN": 97134236, + "TP": 105, + "n_pred": 188, + "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": 0.39257009220182254, + "FN": 35293, + "FP": 9901, + "IoU": 0.2442222147897923, + "TN": 97078082, + "TP": 14604, + "n_pred": 24505, + "n_ref": 49897 + }, + "14": { + "Dice": 0.6392146677391942, + "FN": 137718, + "FP": 5359, + "IoU": 0.46973953391840606, + "TN": 96868056, + "TP": 126747, + "n_pred": 132106, + "n_ref": 264465 + }, + "15": { + "Dice": 0.32665389715632825, + "FN": 17938, + "FP": 342, + "IoU": 0.19521000264154267, + "TN": 97115166, + "TP": 4434, + "n_pred": 4776, + "n_ref": 22372 + }, + "2": { + "Dice": 0.3389381027422061, + "FN": 104773, + "FP": 24850, + "IoU": 0.2040490503705796, + "TN": 96975027, + "TP": 33230, + "n_pred": 58080, + "n_ref": 138003 + }, + "3": { + "Dice": 0.5654582114231486, + "FN": 50912, + "FP": 114389, + "IoU": 0.39417339803263307, + "TN": 96865028, + "TP": 107551, + "n_pred": 221940, + "n_ref": 158463 + }, + "4": { + "Dice": 0.0, + "FN": 27496, + "FP": 0, + "IoU": 0.0, + "TN": 97110384, + "TP": 0, + "n_pred": 0, + "n_ref": 27496 + }, + "5": { + "Dice": 0.07249712313003452, + "FN": 14066, + "FP": 442, + "IoU": 0.037611940298507465, + "TN": 97122805, + "TP": 567, + "n_pred": 1009, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8417228008252343, + "FN": 145809, + "FP": 363603, + "IoU": 0.7267023830089498, + "TN": 95273934, + "TP": 1354534, + "n_pred": 1718137, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.581138566202426, + "FN": 141066, + "FP": 22091, + "IoU": 0.40958091633163374, + "TN": 96861539, + "TP": 113184, + "n_pred": 135275, + "n_ref": 254250 + }, + "8": { + "Dice": 0.8504452376479429, + "FN": 14883, + "FP": 24921, + "IoU": 0.7398040228269609, + "TN": 96984903, + "TP": 113173, + "n_pred": 138094, + "n_ref": 128056 + }, + "9": { + "Dice": 0.4839697807868555, + "FN": 39272, + "FP": 23227, + "IoU": 0.31923491672748266, + "TN": 97046073, + "TP": 29308, + "n_pred": 52535, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8478676685597474, + "FN": 15483, + "FP": 41226, + "IoU": 0.7359117051249214, + "TN": 130552057, + "TP": 158026, + "n_pred": 199252, + "n_ref": 173509 + }, + "10": { + "Dice": 0.2726885527931118, + "FN": 60922, + "FP": 26167, + "IoU": 0.15786878112459507, + "TN": 130663377, + "TP": 16326, + "n_pred": 42493, + "n_ref": 77248 + }, + "11": { + "Dice": 0.029640427599611274, + "FN": 3988, + "FP": 6, + "IoU": 0.015043156596794081, + "TN": 130762737, + "TP": 61, + "n_pred": 67, + "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": 0.023706633793467807, + "FN": 60492, + "FP": 11577, + "IoU": 0.011995503399868393, + "TN": 130693848, + "TP": 875, + "n_pred": 12452, + "n_ref": 61367 + }, + "14": { + "Dice": 0.7927852516193323, + "FN": 40093, + "FP": 22289, + "IoU": 0.6567060688106716, + "TN": 130585076, + "TP": 119334, + "n_pred": 141623, + "n_ref": 159427 + }, + "15": { + "Dice": 0.844233867146783, + "FN": 6517, + "FP": 1702, + "IoU": 0.7304538895447986, + "TN": 130736300, + "TP": 22273, + "n_pred": 23975, + "n_ref": 28790 + }, + "2": { + "Dice": 0.6370782360918942, + "FN": 50069, + "FP": 82392, + "IoU": 0.4674356613582178, + "TN": 130518069, + "TP": 116262, + "n_pred": 198654, + "n_ref": 166331 + }, + "3": { + "Dice": 0.4717953357541463, + "FN": 108688, + "FP": 19755, + "IoU": 0.3087252295404885, + "TN": 130580986, + "TP": 57363, + "n_pred": 77118, + "n_ref": 166051 + }, + "4": { + "Dice": 0.0004675550212069599, + "FN": 29929, + "FP": 0, + "IoU": 0.0002338321753073223, + "TN": 130736856, + "TP": 7, + "n_pred": 7, + "n_ref": 29936 + }, + "5": { + "Dice": 0.23957895915567873, + "FN": 27030, + "FP": 133, + "IoU": 0.1360918516633802, + "TN": 130735350, + "TP": 4279, + "n_pred": 4412, + "n_ref": 31309 + }, + "6": { + "Dice": 0.8568579249646117, + "FN": 244192, + "FP": 120961, + "IoU": 0.7495638063519672, + "TN": 129308724, + "TP": 1092915, + "n_pred": 1213876, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.48340288358170574, + "FN": 283898, + "FP": 61613, + "IoU": 0.31874179262805474, + "TN": 130259626, + "TP": 161655, + "n_pred": 223268, + "n_ref": 445553 + }, + "8": { + "Dice": 0.6949814602640523, + "FN": 86459, + "FP": 39729, + "IoU": 0.5325452774063056, + "TN": 130496845, + "TP": 143759, + "n_pred": 183488, + "n_ref": 230218 + }, + "9": { + "Dice": 0.14500119113793378, + "FN": 93812, + "FP": 3091, + "IoU": 0.07816780821917808, + "TN": 130661672, + "TP": 8217, + "n_pred": 11308, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6125948698241906, + "FN": 60561, + "FP": 116869, + "IoU": 0.4415400062320396, + "TN": 71918295, + "TP": 140283, + "n_pred": 257152, + "n_ref": 200844 + }, + "10": { + "Dice": 0.24769408469251672, + "FN": 40468, + "FP": 94355, + "IoU": 0.1413532206498618, + "TN": 72078990, + "TP": 22195, + "n_pred": 116550, + "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": 0.29892160066545853, + "FN": 55345, + "FP": 15452, + "IoU": 0.1757247642333217, + "TN": 72150118, + "TP": 15093, + "n_pred": 30545, + "n_ref": 70438 + }, + "14": { + "Dice": 0.4054915466207482, + "FN": 30398, + "FP": 97001, + "IoU": 0.2543050466501996, + "TN": 72065162, + "TP": 43447, + "n_pred": 140448, + "n_ref": 73845 + }, + "15": { + "Dice": 0.7675925207541314, + "FN": 8529, + "FP": 3453, + "IoU": 0.6228398753501841, + "TN": 72204239, + "TP": 19787, + "n_pred": 23240, + "n_ref": 28316 + }, + "2": { + "Dice": 0.014921779022166352, + "FN": 125467, + "FP": 115888, + "IoU": 0.0075169728147115545, + "TN": 71992825, + "TP": 1828, + "n_pred": 117716, + "n_ref": 127295 + }, + "3": { + "Dice": 0.5941892731549104, + "FN": 76920, + "FP": 47825, + "IoU": 0.4226666234709887, + "TN": 72019937, + "TP": 91326, + "n_pred": 139151, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 745, + "IoU": 0.0, + "TN": 72235263, + "TP": 0, + "n_pred": 745, + "n_ref": 0 + }, + "5": { + "Dice": 0.6610036405168106, + "FN": 3597, + "FP": 1152, + "IoU": 0.49365604008956177, + "TN": 72226629, + "TP": 4630, + "n_pred": 5782, + "n_ref": 8227 + }, + "6": { + "Dice": 0.5918736350127759, + "FN": 497689, + "FP": 900867, + "IoU": 0.4203270741387943, + "TN": 69823344, + "TP": 1014108, + "n_pred": 1914975, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.1980901848498978, + "FN": 250257, + "FP": 470356, + "IoU": 0.10993346236553828, + "TN": 71426391, + "TP": 89004, + "n_pred": 559360, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8535224062141543, + "FN": 12144, + "FP": 6883, + "IoU": 0.744473691278773, + "TN": 72161546, + "TP": 55435, + "n_pred": 62318, + "n_ref": 67579 + }, + "9": { + "Dice": 0.12713960459288137, + "FN": 45739, + "FP": 7550, + "IoU": 0.06788525450411055, + "TN": 72178838, + "TP": 3881, + "n_pred": 11431, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.031209987195902688, + "FN": 85872, + "FP": 107824, + "IoU": 0.015852369726038533, + "TN": 52356304, + "TP": 3120, + "n_pred": 110944, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0038075897956593475, + "FN": 47094, + "FP": 0, + "IoU": 0.0019074262461851476, + "TN": 52505936, + "TP": 90, + "n_pred": 90, + "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": 0.04602023457784941, + "FN": 21101, + "FP": 209, + "IoU": 0.023552052785923754, + "TN": 52531296, + "TP": 514, + "n_pred": 723, + "n_ref": 21615 + }, + "14": { + "Dice": 0.2611910768165405, + "FN": 45276, + "FP": 14470, + "IoU": 0.150212638855306, + "TN": 52482813, + "TP": 10561, + "n_pred": 25031, + "n_ref": 55837 + }, + "15": { + "Dice": 0.1118583277292087, + "FN": 23772, + "FP": 0, + "IoU": 0.05924255016027544, + "TN": 52527851, + "TP": 1497, + "n_pred": 1497, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5357667447408214, + "FN": 60849, + "FP": 67784, + "IoU": 0.36590259292122645, + "TN": 52350260, + "TP": 74227, + "n_pred": 142011, + "n_ref": 135076 + }, + "3": { + "Dice": 0.0, + "FN": 143093, + "FP": 0, + "IoU": 0.0, + "TN": 52410027, + "TP": 0, + "n_pred": 0, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 6874, + "IoU": 0.0, + "TN": 52544366, + "TP": 0, + "n_pred": 6874, + "n_ref": 1880 + }, + "5": { + "Dice": 0.4490468345493057, + "FN": 4374, + "FP": 308, + "IoU": 0.28952959028831565, + "TN": 52546530, + "TP": 1908, + "n_pred": 2216, + "n_ref": 6282 + }, + "6": { + "Dice": 0.807666063694822, + "FN": 141931, + "FP": 158545, + "IoU": 0.6773824338151688, + "TN": 51621751, + "TP": 630893, + "n_pred": 789438, + "n_ref": 772824 + }, + "7": { + "Dice": 0.2319288949662422, + "FN": 165926, + "FP": 13818, + "IoU": 0.13117622606123297, + "TN": 52346238, + "TP": 27138, + "n_pred": 40956, + "n_ref": 193064 + }, + "8": { + "Dice": 0.6483362866706045, + "FN": 26603, + "FP": 9119, + "IoU": 0.4796579802187878, + "TN": 52484469, + "TP": 32929, + "n_pred": 42048, + "n_ref": 59532 + }, + "9": { + "Dice": 0.2064372667143165, + "FN": 68992, + "FP": 955, + "IoU": 0.11509899424378518, + "TN": 52474075, + "TP": 9098, + "n_pred": 10053, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7062581480332386, + "FN": 61670, + "FP": 130525, + "IoU": 0.5459034559016366, + "TN": 143714003, + "TP": 231052, + "n_pred": 361577, + "n_ref": 292722 + }, + "10": { + "Dice": 0.535799285361457, + "FN": 56518, + "FP": 15843, + "IoU": 0.36593294894936995, + "TN": 144023128, + "TP": 41761, + "n_pred": 57604, + "n_ref": 98279 + }, + "11": { + "Dice": 0.038717304566277526, + "FN": 6488, + "FP": 17, + "IoU": 0.01974080771549126, + "TN": 144130614, + "TP": 131, + "n_pred": 148, + "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": 0.08118459749675125, + "FN": 99553, + "FP": 7919, + "IoU": 0.04230974870789521, + "TN": 144025030, + "TP": 4748, + "n_pred": 12667, + "n_ref": 104301 + }, + "14": { + "Dice": 0.5406257544985869, + "FN": 257828, + "FP": 932, + "IoU": 0.3704503873253143, + "TN": 143726226, + "TP": 152264, + "n_pred": 153196, + "n_ref": 410092 + }, + "15": { + "Dice": 0.3769017765470894, + "FN": 16609, + "FP": 3418, + "IoU": 0.23221131728262537, + "TN": 144111166, + "TP": 6057, + "n_pred": 9475, + "n_ref": 22666 + }, + "2": { + "Dice": 0.5119838966388915, + "FN": 61478, + "FP": 84472, + "IoU": 0.34407147576053104, + "TN": 143914741, + "TP": 76559, + "n_pred": 161031, + "n_ref": 138037 + }, + "3": { + "Dice": 0.5858479041697814, + "FN": 77801, + "FP": 58489, + "IoU": 0.4142750315876331, + "TN": 143904564, + "TP": 96396, + "n_pred": 154885, + "n_ref": 174197 + }, + "4": { + "Dice": 0.0, + "FN": 51170, + "FP": 29, + "IoU": 0.0, + "TN": 144086051, + "TP": 0, + "n_pred": 29, + "n_ref": 51170 + }, + "5": { + "Dice": 0.21330734665150777, + "FN": 28192, + "FP": 870, + "IoU": 0.11938670383613115, + "TN": 144104248, + "TP": 3940, + "n_pred": 4810, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8156496217344517, + "FN": 151930, + "FP": 393520, + "IoU": 0.6886894593886568, + "TN": 142385141, + "TP": 1206659, + "n_pred": 1600179, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.5171894236709587, + "FN": 132697, + "FP": 84561, + "IoU": 0.3487899479051142, + "TN": 143803628, + "TP": 116364, + "n_pred": 200925, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7595018848546387, + "FN": 66426, + "FP": 36607, + "IoU": 0.6122555734521533, + "TN": 143871526, + "TP": 162691, + "n_pred": 199298, + "n_ref": 229117 + }, + "9": { + "Dice": 0.4069154678416351, + "FN": 69017, + "FP": 5150, + "IoU": 0.25542616203192453, + "TN": 144037640, + "TP": 25443, + "n_pred": 30593, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8467141630278325, + "FN": 39011, + "FP": 24352, + "IoU": 0.7341754627376618, + "TN": 111540556, + "TP": 175001, + "n_pred": 199353, + "n_ref": 214012 + }, + "10": { + "Dice": 0.421509384510098, + "FN": 31528, + "FP": 8201, + "IoU": 0.26703319004483145, + "TN": 111724717, + "TP": 14474, + "n_pred": 22675, + "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": 0.2727775964117923, + "FN": 43334, + "FP": 7901, + "IoU": 0.15792847281572547, + "TN": 111718076, + "TP": 9609, + "n_pred": 17510, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6830917129344026, + "FN": 12251, + "FP": 61723, + "IoU": 0.5187086448187691, + "TN": 111625221, + "TP": 79725, + "n_pred": 141448, + "n_ref": 91976 + }, + "15": { + "Dice": 0.6916890080428955, + "FN": 2863, + "FP": 4152, + "IoU": 0.5286885245901639, + "TN": 111764036, + "TP": 7869, + "n_pred": 12021, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8206115871393759, + "FN": 49724, + "FP": 18736, + "IoU": 0.6957941744984336, + "TN": 111553875, + "TP": 156585, + "n_pred": 175321, + "n_ref": 206309 + }, + "3": { + "Dice": 0.5276797333607962, + "FN": 35258, + "FP": 15191, + "IoU": 0.35840010174233755, + "TN": 111700290, + "TP": 28181, + "n_pred": 43372, + "n_ref": 63439 + }, + "4": { + "Dice": 0.25308924485125855, + "FN": 15914, + "FP": 406, + "IoU": 0.14487817657846477, + "TN": 111759835, + "TP": 2765, + "n_pred": 3171, + "n_ref": 18679 + }, + "5": { + "Dice": 0.0849560075003606, + "FN": 25238, + "FP": 138, + "IoU": 0.044362431272124726, + "TN": 111752366, + "TP": 1178, + "n_pred": 1316, + "n_ref": 26416 + }, + "6": { + "Dice": 0.8246886616863651, + "FN": 344383, + "FP": 34168, + "IoU": 0.7016767683613504, + "TN": 110509991, + "TP": 890378, + "n_pred": 924546, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.29951572963807804, + "FN": 189284, + "FP": 40416, + "IoU": 0.17613554847780552, + "TN": 111500112, + "TP": 49108, + "n_pred": 89524, + "n_ref": 238392 + }, + "8": { + "Dice": 0.5258468076578185, + "FN": 174917, + "FP": 9622, + "IoU": 0.35671110057587463, + "TN": 111492052, + "TP": 102329, + "n_pred": 111951, + "n_ref": 277246 + }, + "9": { + "Dice": 0.3888711160874955, + "FN": 60890, + "FP": 240, + "IoU": 0.2413656163516549, + "TN": 111698341, + "TP": 19449, + "n_pred": 19689, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.423349811946721, + "FN": 113851, + "FP": 26591, + "IoU": 0.26851220083856353, + "TN": 198895880, + "TP": 51553, + "n_pred": 78144, + "n_ref": 165404 + }, + "10": { + "Dice": 0.6079862378147318, + "FN": 28138, + "FP": 16982, + "IoU": 0.43676740441148937, + "TN": 199007766, + "TP": 34989, + "n_pred": 51971, + "n_ref": 63127 + }, + "11": { + "Dice": 0.06204937732138956, + "FN": 4293, + "FP": 0, + "IoU": 0.03201803833145434, + "TN": 199083440, + "TP": 142, + "n_pred": 142, + "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": 635, + "IoU": 0.0, + "TN": 199051646, + "TP": 0, + "n_pred": 635, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6654906003251895, + "FN": 15637, + "FP": 15840, + "IoU": 0.498678091355036, + "TN": 199025087, + "TP": 31311, + "n_pred": 47151, + "n_ref": 46948 + }, + "15": { + "Dice": 0.1202851464733133, + "FN": 129699, + "FP": 0, + "IoU": 0.06399116666426108, + "TN": 198949309, + "TP": 8867, + "n_pred": 8867, + "n_ref": 138566 + }, + "2": { + "Dice": 0.6338202666556079, + "FN": 7309, + "FP": 133969, + "IoU": 0.4639362238993424, + "TN": 198824328, + "TP": 122269, + "n_pred": 256238, + "n_ref": 129578 + }, + "3": { + "Dice": 0.0023018767488868267, + "FN": 138671, + "FP": 26, + "IoU": 0.001152264559942963, + "TN": 198949018, + "TP": 160, + "n_pred": 186, + "n_ref": 138831 + }, + "4": { + "Dice": 0.397826743133112, + "FN": 12507, + "FP": 1458, + "IoU": 0.24830444611906557, + "TN": 199069297, + "TP": 4613, + "n_pred": 6071, + "n_ref": 17120 + }, + "5": { + "Dice": 0.19530306419145604, + "FN": 17885, + "FP": 104, + "IoU": 0.10821931390045608, + "TN": 199067703, + "TP": 2183, + "n_pred": 2287, + "n_ref": 20068 + }, + "6": { + "Dice": 0.8032895752772183, + "FN": 151035, + "FP": 340673, + "IoU": 0.6712480803058941, + "TN": 197592194, + "TP": 1003973, + "n_pred": 1344646, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.39656534060114285, + "FN": 104958, + "FP": 50914, + "IoU": 0.24732242020377612, + "TN": 198880785, + "TP": 51218, + "n_pred": 102132, + "n_ref": 156176 + }, + "8": { + "Dice": 0.7681020369312773, + "FN": 17484, + "FP": 43424, + "IoU": 0.6235110861113, + "TN": 198926096, + "TP": 100871, + "n_pred": 144295, + "n_ref": 118355 + }, + "9": { + "Dice": 0.3824806058367196, + "FN": 78550, + "FP": 1688, + "IoU": 0.23646121784806876, + "TN": 198982788, + "TP": 24849, + "n_pred": 26537, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7789046457596236, + "FN": 22785, + "FP": 68951, + "IoU": 0.637873727923703, + "TN": 130821866, + "TP": 161590, + "n_pred": 230541, + "n_ref": 184375 + }, + "10": { + "Dice": 0.42994152934922925, + "FN": 26102, + "FP": 124040, + "IoU": 0.27383790947035463, + "TN": 130868431, + "TP": 56619, + "n_pred": 180659, + "n_ref": 82721 + }, + "11": { + "Dice": 0.1986870897155361, + "FN": 3617, + "FP": 45, + "IoU": 0.11030126336248786, + "TN": 131071076, + "TP": 454, + "n_pred": 499, + "n_ref": 4071 + }, + "12": { + "Dice": 0.0008626266982963123, + "FN": 4633, + "FP": 0, + "IoU": 0.0004314994606256742, + "TN": 131070557, + "TP": 2, + "n_pred": 2, + "n_ref": 4635 + }, + "13": { + "Dice": 0.2344048255325647, + "FN": 74808, + "FP": 25462, + "IoU": 0.13276249783774433, + "TN": 130959572, + "TP": 15350, + "n_pred": 40812, + "n_ref": 90158 + }, + "14": { + "Dice": 0.45059477050836044, + "FN": 24491, + "FP": 53841, + "IoU": 0.29081789704311295, + "TN": 130964738, + "TP": 32122, + "n_pred": 85963, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6139849427413178, + "FN": 11146, + "FP": 9517, + "IoU": 0.4429857666594781, + "TN": 131038096, + "TP": 16433, + "n_pred": 25950, + "n_ref": 27579 + }, + "2": { + "Dice": 0.35860620948434463, + "FN": 108505, + "FP": 76616, + "IoU": 0.2184766456145091, + "TN": 130838320, + "TP": 51751, + "n_pred": 128367, + "n_ref": 160256 + }, + "3": { + "Dice": 0.6147307942901143, + "FN": 65528, + "FP": 90580, + "IoU": 0.44376269374665955, + "TN": 130794542, + "TP": 124542, + "n_pred": 215122, + "n_ref": 190070 + }, + "4": { + "Dice": 0.0034602997151907157, + "FN": 72950, + "FP": 1928, + "IoU": 0.0017331484641638225, + "TN": 131000184, + "TP": 130, + "n_pred": 2058, + "n_ref": 73080 + }, + "5": { + "Dice": 0.020070043103448277, + "FN": 14550, + "FP": 0, + "IoU": 0.010136743996190217, + "TN": 131060493, + "TP": 149, + "n_pred": 149, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7961317346382865, + "FN": 135212, + "FP": 547352, + "IoU": 0.6613113390766898, + "TN": 129059878, + "TP": 1332750, + "n_pred": 1880102, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.43837201111839574, + "FN": 453549, + "FP": 375679, + "IoU": 0.28071475040117966, + "TN": 129922342, + "TP": 323622, + "n_pred": 699301, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8507401384721128, + "FN": 26692, + "FP": 8922, + "IoU": 0.7402504576650694, + "TN": 130938083, + "TP": 101495, + "n_pred": 110417, + "n_ref": 128187 + }, + "9": { + "Dice": 0.4928677945184347, + "FN": 41581, + "FP": 7730, + "IoU": 0.3270235966863647, + "TN": 131001919, + "TP": 23962, + "n_pred": 31692, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7220494623124837, + "FN": 25487, + "FP": 120832, + "IoU": 0.5650057971876208, + "TN": 101280830, + "TP": 190051, + "n_pred": 310883, + "n_ref": 215538 + }, + "10": { + "Dice": 0.0771585518455415, + "FN": 40366, + "FP": 90169, + "IoU": 0.04012736043296664, + "TN": 101481208, + "TP": 5457, + "n_pred": 95626, + "n_ref": 45823 + }, + "11": { + "Dice": 0.14512810922012342, + "FN": 4571, + "FP": 0, + "IoU": 0.07824158096390402, + "TN": 101612241, + "TP": 388, + "n_pred": 388, + "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": 0.23157394763403194, + "FN": 50333, + "FP": 14380, + "IoU": 0.13094918349806617, + "TN": 101542736, + "TP": 9751, + "n_pred": 24131, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8769316360677245, + "FN": 8966, + "FP": 5855, + "IoU": 0.7808354898336414, + "TN": 101549575, + "TP": 52804, + "n_pred": 58659, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7528173770841481, + "FN": 12090, + "FP": 1816, + "IoU": 0.6036143891454308, + "TN": 101582118, + "TP": 21176, + "n_pred": 22992, + "n_ref": 33266 + }, + "2": { + "Dice": 0.4383514539191107, + "FN": 102230, + "FP": 77438, + "IoU": 0.2806978913528251, + "TN": 101367419, + "TP": 70113, + "n_pred": 147551, + "n_ref": 172343 + }, + "3": { + "Dice": 0.5920797975286586, + "FN": 69572, + "FP": 72908, + "IoU": 0.4205350533995982, + "TN": 101371318, + "TP": 103402, + "n_pred": 176310, + "n_ref": 172974 + }, + "4": { + "Dice": 0.026441424899008446, + "FN": 15781, + "FP": 16031, + "IoU": 0.01339784145887607, + "TN": 101584956, + "TP": 432, + "n_pred": 16463, + "n_ref": 16213 + }, + "5": { + "Dice": 0.30310915221835755, + "FN": 24663, + "FP": 1584, + "IoU": 0.17862619308402441, + "TN": 101585245, + "TP": 5708, + "n_pred": 7292, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8059229564825363, + "FN": 343137, + "FP": 230271, + "IoU": 0.674933800007143, + "TN": 99853227, + "TP": 1190565, + "n_pred": 1420836, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.639959842778712, + "FN": 183687, + "FP": 91024, + "IoU": 0.4705448139753612, + "TN": 101098344, + "TP": 244145, + "n_pred": 335169, + "n_ref": 427832 + }, + "8": { + "Dice": 0.7617740278904678, + "FN": 76560, + "FP": 20625, + "IoU": 0.6152140603161909, + "TN": 101364631, + "TP": 155384, + "n_pred": 176009, + "n_ref": 231944 + }, + "9": { + "Dice": 0.3632982263811127, + "FN": 62440, + "FP": 2608, + "IoU": 0.22196971509221827, + "TN": 101533594, + "TP": 18558, + "n_pred": 21166, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7534306269732607, + "FN": 77594, + "FP": 10109, + "IoU": 0.6044032873548701, + "TN": 118960514, + "TP": 133995, + "n_pred": 144104, + "n_ref": 211589 + }, + "10": { + "Dice": 0.5380646471359214, + "FN": 22453, + "FP": 77641, + "IoU": 0.36804954889544095, + "TN": 119023823, + "TP": 58295, + "n_pred": 135936, + "n_ref": 80748 + }, + "11": { + "Dice": 0.0029607698001480384, + "FN": 4032, + "FP": 9, + "IoU": 0.0014825796886582653, + "TN": 119178165, + "TP": 6, + "n_pred": 15, + "n_ref": 4038 + }, + "12": { + "Dice": 0.0, + "FN": 4135, + "FP": 5, + "IoU": 0.0, + "TN": 119178072, + "TP": 0, + "n_pred": 5, + "n_ref": 4135 + }, + "13": { + "Dice": 0.10109577879683697, + "FN": 28236, + "FP": 57817, + "IoU": 0.053239008933679534, + "TN": 119091320, + "TP": 4839, + "n_pred": 62656, + "n_ref": 33075 + }, + "14": { + "Dice": 0.10936326941591076, + "FN": 59676, + "FP": 41161, + "IoU": 0.05784467615950966, + "TN": 119075184, + "TP": 6191, + "n_pred": 47352, + "n_ref": 65867 + }, + "15": { + "Dice": 0.5441877331123083, + "FN": 10215, + "FP": 7383, + "IoU": 0.37380350852222183, + "TN": 119154109, + "TP": 10505, + "n_pred": 17888, + "n_ref": 20720 + }, + "2": { + "Dice": 0.5882757517944719, + "FN": 59200, + "FP": 128769, + "IoU": 0.41670726598501184, + "TN": 118859957, + "TP": 134286, + "n_pred": 263055, + "n_ref": 193486 + }, + "3": { + "Dice": 0.34634449868663375, + "FN": 155532, + "FP": 993, + "IoU": 0.20944174794058376, + "TN": 118984219, + "TP": 41468, + "n_pred": 42461, + "n_ref": 197000 + }, + "4": { + "Dice": 0.02600527868343425, + "FN": 42667, + "FP": 7521, + "IoU": 0.013173935270753863, + "TN": 119131354, + "TP": 670, + "n_pred": 8191, + "n_ref": 43337 + }, + "5": { + "Dice": 0.07603036876355748, + "FN": 17021, + "FP": 17, + "IoU": 0.039517447432211514, + "TN": 119164473, + "TP": 701, + "n_pred": 718, + "n_ref": 17722 + }, + "6": { + "Dice": 0.8670970638762039, + "FN": 112890, + "FP": 385561, + "IoU": 0.7653763056197546, + "TN": 117057742, + "TP": 1626019, + "n_pred": 2011580, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.5009418653873289, + "FN": 155619, + "FP": 127327, + "IoU": 0.33417107303631227, + "TN": 118757259, + "TP": 142007, + "n_pred": 269334, + "n_ref": 297626 + }, + "8": { + "Dice": 0.7843066510736769, + "FN": 19123, + "FP": 15551, + "IoU": 0.6451517167272169, + "TN": 119084497, + "TP": 63041, + "n_pred": 78592, + "n_ref": 82164 + }, + "9": { + "Dice": 0.5691406395761036, + "FN": 47390, + "FP": 10343, + "IoU": 0.3977614120003338, + "TN": 119086348, + "TP": 38131, + "n_pred": 48474, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 49359, + "IoU": 0.0, + "TN": 61283121, + "TP": 0, + "n_pred": 49359, + "n_ref": 0 + }, + "10": { + "Dice": 0.5055931279848713, + "FN": 18654, + "FP": 12196, + "IoU": 0.3383236101578586, + "TN": 61285856, + "TP": 15774, + "n_pred": 27970, + "n_ref": 34428 + }, + "11": { + "Dice": 0.1303179579041648, + "FN": 3573, + "FP": 311, + "IoU": 0.06970059880239521, + "TN": 61328305, + "TP": 291, + "n_pred": 602, + "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": 0.3680209075789974, + "FN": 38755, + "FP": 9125, + "IoU": 0.22550589605473867, + "TN": 61270659, + "TP": 13941, + "n_pred": 23066, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8609255506350755, + "FN": 64114, + "FP": 2590, + "IoU": 0.7558114845917867, + "TN": 61059314, + "TP": 206462, + "n_pred": 209052, + "n_ref": 270576 + }, + "15": { + "Dice": 0.33179785822352575, + "FN": 78600, + "FP": 457, + "IoU": 0.19889547550286266, + "TN": 61233795, + "TP": 19628, + "n_pred": 20085, + "n_ref": 98228 + }, + "2": { + "Dice": 0.4702240881908262, + "FN": 101694, + "FP": 31809, + "IoU": 0.3073810252605693, + "TN": 61139729, + "TP": 59248, + "n_pred": 91057, + "n_ref": 160942 + }, + "3": { + "Dice": 0.6638023057216055, + "FN": 54023, + "FP": 21565, + "IoU": 0.49678450169762334, + "TN": 61182270, + "TP": 74622, + "n_pred": 96187, + "n_ref": 128645 + }, + "4": { + "Dice": 0.4528558785485738, + "FN": 28885, + "FP": 3263, + "IoU": 0.292704391445921, + "TN": 61287028, + "TP": 13304, + "n_pred": 16567, + "n_ref": 42189 + }, + "5": { + "Dice": 0.19583202429573776, + "FN": 7637, + "FP": 42, + "IoU": 0.10854423032273045, + "TN": 61323866, + "TP": 935, + "n_pred": 977, + "n_ref": 8572 + }, + "6": { + "Dice": 0.8338773670963984, + "FN": 68010, + "FP": 385440, + "IoU": 0.7150854837797591, + "TN": 59740950, + "TP": 1138080, + "n_pred": 1523520, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.2324845417379966, + "FN": 162060, + "FP": 116357, + "IoU": 0.13153182941132432, + "TN": 61011896, + "TP": 42167, + "n_pred": 158524, + "n_ref": 204227 + }, + "8": { + "Dice": 0.5955072234881814, + "FN": 42621, + "FP": 11164, + "IoU": 0.4240016278098461, + "TN": 61239103, + "TP": 39592, + "n_pred": 50756, + "n_ref": 82213 + }, + "9": { + "Dice": 0.5670894796563463, + "FN": 35387, + "FP": 7343, + "IoU": 0.39576056676612414, + "TN": 61261763, + "TP": 27987, + "n_pred": 35330, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9036806343676411, + "FN": 23078, + "FP": 9767, + "IoU": 0.8242859359201382, + "TN": 148920577, + "TP": 154078, + "n_pred": 163845, + "n_ref": 177156 + }, + "10": { + "Dice": 0.17074401678752624, + "FN": 63160, + "FP": 30497, + "IoU": 0.0933406906165597, + "TN": 149004201, + "TP": 9642, + "n_pred": 40139, + "n_ref": 72802 + }, + "11": { + "Dice": 0.06753246753246753, + "FN": 2513, + "FP": 0, + "IoU": 0.03494623655913978, + "TN": 149104896, + "TP": 91, + "n_pred": 91, + "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": 0.06707150281744077, + "FN": 81302, + "FP": 3963, + "IoU": 0.0346994226197215, + "TN": 149019170, + "TP": 3065, + "n_pred": 7028, + "n_ref": 84367 + }, + "14": { + "Dice": 0.7671818136270263, + "FN": 8849, + "FP": 42266, + "IoU": 0.6222992344752165, + "TN": 148972168, + "TP": 84217, + "n_pred": 126483, + "n_ref": 93066 + }, + "15": { + "Dice": 0.6954833743327141, + "FN": 17263, + "FP": 934, + "IoU": 0.5331349257254279, + "TN": 149068523, + "TP": 20780, + "n_pred": 21714, + "n_ref": 38043 + }, + "2": { + "Dice": 0.8256507010848592, + "FN": 22219, + "FP": 34705, + "IoU": 0.7030708000146054, + "TN": 148915791, + "TP": 134785, + "n_pred": 169490, + "n_ref": 157004 + }, + "3": { + "Dice": 0.0001335951798859097, + "FN": 60081, + "FP": 14762, + "IoU": 6.680205215904233e-05, + "TN": 149032652, + "TP": 5, + "n_pred": 14767, + "n_ref": 60086 + }, + "4": { + "Dice": 0.2952462022001048, + "FN": 21324, + "FP": 202, + "IoU": 0.1731899366237757, + "TN": 149081465, + "TP": 4509, + "n_pred": 4711, + "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": 0.8193932811608992, + "FN": 307852, + "FP": 44021, + "IoU": 0.6940442300435274, + "TN": 147957422, + "TP": 798205, + "n_pred": 842226, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.1392873840399616, + "FN": 252491, + "FP": 27337, + "IoU": 0.07485701061262275, + "TN": 148805030, + "TP": 22642, + "n_pred": 49979, + "n_ref": 275133 + }, + "8": { + "Dice": 0.6588968635455763, + "FN": 108987, + "FP": 15341, + "IoU": 0.4913096134332755, + "TN": 148863092, + "TP": 120080, + "n_pred": 135421, + "n_ref": 229067 + }, + "9": { + "Dice": 0.29180679525168607, + "FN": 71435, + "FP": 6479, + "IoU": 0.17082774620607455, + "TN": 149013534, + "TP": 16052, + "n_pred": 22531, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.06471945248124972, + "FN": 496560, + "FP": 39410, + "IoU": 0.03344189686824859, + "TN": 100158286, + "TP": 18544, + "n_pred": 57954, + "n_ref": 515104 + }, + "10": { + "Dice": 0.2586809659479702, + "FN": 17679, + "FP": 101491, + "IoU": 0.1485546076792272, + "TN": 100572838, + "TP": 20792, + "n_pred": 122283, + "n_ref": 38471 + }, + "11": { + "Dice": 0.007947771785410162, + "FN": 3467, + "FP": 28, + "IoU": 0.003989740666856654, + "TN": 100709291, + "TP": 14, + "n_pred": 42, + "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": 11547, + "IoU": 0.0, + "TN": 100662098, + "TP": 0, + "n_pred": 11547, + "n_ref": 39155 + }, + "14": { + "Dice": 0.4776252958344832, + "FN": 96782, + "FP": 28146, + "IoU": 0.3137370152877648, + "TN": 100530759, + "TP": 57113, + "n_pred": 85259, + "n_ref": 153895 + }, + "15": { + "Dice": 0.2265600983707347, + "FN": 82737, + "FP": 2807, + "IoU": 0.1277517767377362, + "TN": 100614727, + "TP": 12529, + "n_pred": 15336, + "n_ref": 95266 + }, + "2": { + "Dice": 0.0701792222917161, + "FN": 221767, + "FP": 80024, + "IoU": 0.03636566830576665, + "TN": 100399620, + "TP": 11389, + "n_pred": 91413, + "n_ref": 233156 + }, + "3": { + "Dice": 0.4342366220915752, + "FN": 153334, + "FP": 30663, + "IoU": 0.27733221265631874, + "TN": 100458192, + "TP": 70611, + "n_pred": 101274, + "n_ref": 223945 + }, + "4": { + "Dice": 0.06626867299094974, + "FN": 55221, + "FP": 13285, + "IoU": 0.03426984507379788, + "TN": 100641863, + "TP": 2431, + "n_pred": 15716, + "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": 0.44117634628104585, + "FN": 1243007, + "FP": 872525, + "IoU": 0.2830187656111787, + "TN": 97762190, + "TP": 835078, + "n_pred": 1707603, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.17173122882425823, + "FN": 143052, + "FP": 139058, + "IoU": 0.09393106283482573, + "TN": 100401444, + "TP": 29246, + "n_pred": 168304, + "n_ref": 172298 + }, + "8": { + "Dice": 0.585738139980423, + "FN": 50050, + "FP": 29091, + "IoU": 0.4141652663759984, + "TN": 100577709, + "TP": 55950, + "n_pred": 85041, + "n_ref": 106000 + }, + "9": { + "Dice": 0.4137927001836064, + "FN": 66472, + "FP": 33780, + "IoU": 0.2608692446639879, + "TN": 100577165, + "TP": 35383, + "n_pred": 69163, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6094981290690046, + "FN": 35565, + "FP": 18598, + "IoU": 0.43832960013273603, + "TN": 78854268, + "TP": 42269, + "n_pred": 60867, + "n_ref": 77834 + }, + "10": { + "Dice": 0.0863109048723898, + "FN": 37084, + "FP": 2296, + "IoU": 0.04510184287099903, + "TN": 78909460, + "TP": 1860, + "n_pred": 4156, + "n_ref": 38944 + }, + "11": { + "Dice": 0.1099444101297097, + "FN": 1279, + "FP": 162, + "IoU": 0.05816993464052288, + "TN": 78949170, + "TP": 89, + "n_pred": 251, + "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": 0.09060563982055117, + "FN": 56012, + "FP": 12098, + "IoU": 0.04745255443827532, + "TN": 78879197, + "TP": 3393, + "n_pred": 15491, + "n_ref": 59405 + }, + "14": { + "Dice": 0.2389469822051, + "FN": 14244, + "FP": 68726, + "IoU": 0.1356841502161571, + "TN": 78854705, + "TP": 13025, + "n_pred": 81751, + "n_ref": 27269 + }, + "15": { + "Dice": 0.7151554195522628, + "FN": 25816, + "FP": 713, + "IoU": 0.5566085038106698, + "TN": 78890868, + "TP": 33303, + "n_pred": 34016, + "n_ref": 59119 + }, + "2": { + "Dice": 0.6486169213694186, + "FN": 39343, + "FP": 26509, + "IoU": 0.47996525309958143, + "TN": 78824070, + "TP": 60778, + "n_pred": 87287, + "n_ref": 100121 + }, + "3": { + "Dice": 0.014867125069689648, + "FN": 84037, + "FP": 779, + "IoU": 0.007489234225800412, + "TN": 78865244, + "TP": 640, + "n_pred": 1419, + "n_ref": 84677 + }, + "4": { + "Dice": 0.6620667726550079, + "FN": 6717, + "FP": 3911, + "IoU": 0.49484291078473314, + "TN": 78929661, + "TP": 10411, + "n_pred": 14322, + "n_ref": 17128 + }, + "5": { + "Dice": 0.02597697237819749, + "FN": 34340, + "FP": 6, + "IoU": 0.013159406964716699, + "TN": 78915896, + "TP": 458, + "n_pred": 464, + "n_ref": 34798 + }, + "6": { + "Dice": 0.7526450225293286, + "FN": 261267, + "FP": 31769, + "IoU": 0.6033928080805894, + "TN": 78211843, + "TP": 445821, + "n_pred": 477590, + "n_ref": 707088 + }, + "7": { + "Dice": 0.04153547072844121, + "FN": 705046, + "FP": 36472, + "IoU": 0.021208181260188627, + "TN": 78193115, + "TP": 16067, + "n_pred": 52539, + "n_ref": 721113 + }, + "8": { + "Dice": 0.47953182281915313, + "FN": 224176, + "FP": 7945, + "IoU": 0.3153843204454761, + "TN": 78611647, + "TP": 106932, + "n_pred": 114877, + "n_ref": 331108 + }, + "9": { + "Dice": 0.3300740569312659, + "FN": 45638, + "FP": 678, + "IoU": 0.1976579011190798, + "TN": 78892974, + "TP": 11410, + "n_pred": 12088, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7353669636208181, + "FN": 14890, + "FP": 81058, + "IoU": 0.581486441099368, + "TN": 104775181, + "TP": 133311, + "n_pred": 214369, + "n_ref": 148201 + }, + "10": { + "Dice": 0.6321479234945947, + "FN": 35542, + "FP": 24618, + "IoU": 0.46214640775310234, + "TN": 104892588, + "TP": 51692, + "n_pred": 76310, + "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": 0.039521883786841724, + "FN": 76054, + "FP": 9685, + "IoU": 0.020159308823697472, + "TN": 104916937, + "TP": 1764, + "n_pred": 11449, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8556862201480181, + "FN": 14527, + "FP": 4212, + "IoU": 0.7477723638517242, + "TN": 104930146, + "TP": 55555, + "n_pred": 59767, + "n_ref": 70082 + }, + "15": { + "Dice": 0.7768843247432669, + "FN": 8322, + "FP": 890, + "IoU": 0.6351683168316832, + "TN": 104979190, + "TP": 16038, + "n_pred": 16928, + "n_ref": 24360 + }, + "2": { + "Dice": 0.6600619358239441, + "FN": 45528, + "FP": 83453, + "IoU": 0.49260630283670925, + "TN": 104750237, + "TP": 125222, + "n_pred": 208675, + "n_ref": 170750 + }, + "3": { + "Dice": 0.41886392246805426, + "FN": 104964, + "FP": 29834, + "IoU": 0.2649132661129804, + "TN": 104821063, + "TP": 48579, + "n_pred": 78413, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1032, + "IoU": 0.0, + "TN": 105003408, + "TP": 0, + "n_pred": 1032, + "n_ref": 0 + }, + "5": { + "Dice": 0.2523384711568519, + "FN": 24833, + "FP": 6260, + "IoU": 0.14438635112823336, + "TN": 104968100, + "TP": 5247, + "n_pred": 11507, + "n_ref": 30080 + }, + "6": { + "Dice": 0.8138149621616659, + "FN": 136668, + "FP": 366285, + "IoU": 0.6860775816602243, + "TN": 103402283, + "TP": 1099204, + "n_pred": 1465489, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.48376550389491074, + "FN": 131101, + "FP": 80169, + "IoU": 0.3190571808896381, + "TN": 104694179, + "TP": 98991, + "n_pred": 179160, + "n_ref": 230092 + }, + "8": { + "Dice": 0.6642178657203879, + "FN": 166363, + "FP": 35662, + "IoU": 0.4972501493131595, + "TN": 104602600, + "TP": 199815, + "n_pred": 235477, + "n_ref": 366178 + }, + "9": { + "Dice": 0.4069925925925926, + "FN": 69516, + "FP": 533, + "IoU": 0.2554869429357935, + "TN": 104910353, + "TP": 24038, + "n_pred": 24571, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4637078323154666, + "FN": 277767, + "FP": 46878, + "IoU": 0.3018357068202444, + "TN": 177211290, + "TP": 140353, + "n_pred": 187231, + "n_ref": 418120 + }, + "10": { + "Dice": 0.24055711012705225, + "FN": 58679, + "FP": 25184, + "IoU": 0.13672345462967728, + "TN": 177579143, + "TP": 13282, + "n_pred": 38466, + "n_ref": 71961 + }, + "11": { + "Dice": 0.010069225928256766, + "FN": 4719, + "FP": 0, + "IoU": 0.005060088551549652, + "TN": 177671545, + "TP": 24, + "n_pred": 24, + "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": 0.02808367993047365, + "FN": 75952, + "FP": 2331, + "IoU": 0.014241821341325208, + "TN": 177596874, + "TP": 1131, + "n_pred": 3462, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8936364201496094, + "FN": 11556, + "FP": 3843, + "IoU": 0.8077240035960443, + "TN": 177596200, + "TP": 64689, + "n_pred": 68532, + "n_ref": 76245 + }, + "15": { + "Dice": 0.8225764917948358, + "FN": 5600, + "FP": 1979, + "IoU": 0.6986241450612375, + "TN": 177651140, + "TP": 17569, + "n_pred": 19548, + "n_ref": 23169 + }, + "2": { + "Dice": 0.6260450582030094, + "FN": 85345, + "FP": 68791, + "IoU": 0.45565181153918144, + "TN": 177393131, + "TP": 129021, + "n_pred": 197812, + "n_ref": 214366 + }, + "3": { + "Dice": 0.6625923083305676, + "FN": 79276, + "FP": 50850, + "IoU": 0.4954303107853972, + "TN": 177418393, + "TP": 127769, + "n_pred": 178619, + "n_ref": 207045 + }, + "4": { + "Dice": 0.0, + "FN": 34433, + "FP": 174, + "IoU": 0.0, + "TN": 177641681, + "TP": 0, + "n_pred": 174, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6037632251388507, + "FN": 16886, + "FP": 1877, + "IoU": 0.4324218041018815, + "TN": 177643230, + "TP": 14295, + "n_pred": 16172, + "n_ref": 31181 + }, + "6": { + "Dice": 0.7275592739777267, + "FN": 397304, + "FP": 657362, + "IoU": 0.5717824485641236, + "TN": 175213367, + "TP": 1408255, + "n_pred": 2065617, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.5240523143454964, + "FN": 158303, + "FP": 222933, + "IoU": 0.35506157802138316, + "TN": 177085168, + "TP": 209884, + "n_pred": 432817, + "n_ref": 368187 + }, + "8": { + "Dice": 0.7097669193793239, + "FN": 42117, + "FP": 86550, + "IoU": 0.5501075193622266, + "TN": 177390293, + "TP": 157328, + "n_pred": 243878, + "n_ref": 199445 + }, + "9": { + "Dice": 0.2580043126820595, + "FN": 114764, + "FP": 2918, + "IoU": 0.14810846809804404, + "TN": 177538146, + "TP": 20460, + "n_pred": 23378, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8734265601269348, + "FN": 26324, + "FP": 20263, + "IoU": 0.7752948269624985, + "TN": 193798210, + "TP": 160738, + "n_pred": 181001, + "n_ref": 187062 + }, + "10": { + "Dice": 0.4590173765723624, + "FN": 56430, + "FP": 15736, + "IoU": 0.2978731684536203, + "TN": 193902753, + "TP": 30616, + "n_pred": 46352, + "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": 0.3009149807799895, + "FN": 50203, + "FP": 27271, + "IoU": 0.17710413391681182, + "TN": 193911387, + "TP": 16674, + "n_pred": 43945, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7695693211585165, + "FN": 3337, + "FP": 40119, + "IoU": 0.6254471173322071, + "TN": 193889514, + "TP": 72565, + "n_pred": 112684, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7091277890466532, + "FN": 6982, + "FP": 4490, + "IoU": 0.5493400377121307, + "TN": 193980079, + "TP": 13984, + "n_pred": 18474, + "n_ref": 20966 + }, + "2": { + "Dice": 0.6764342387553435, + "FN": 12466, + "FP": 108490, + "IoU": 0.5110696110174664, + "TN": 193758146, + "TP": 126433, + "n_pred": 234923, + "n_ref": 138899 + }, + "3": { + "Dice": 0.0031758045247794373, + "FN": 134341, + "FP": 0, + "IoU": 0.0015904277061424695, + "TN": 193870980, + "TP": 214, + "n_pred": 214, + "n_ref": 134555 + }, + "4": { + "Dice": 0.6727630582891748, + "FN": 9920, + "FP": 887, + "IoU": 0.5068899434203322, + "TN": 193983619, + "TP": 11109, + "n_pred": 11996, + "n_ref": 21029 + }, + "5": { + "Dice": 0.037132987910189985, + "FN": 26754, + "FP": 6, + "IoU": 0.01891772987241531, + "TN": 193978259, + "TP": 516, + "n_pred": 522, + "n_ref": 27270 + }, + "6": { + "Dice": 0.8103350990305394, + "FN": 307392, + "FP": 197143, + "IoU": 0.6811456725084479, + "TN": 192423198, + "TP": 1077802, + "n_pred": 1274945, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.4944547865803484, + "FN": 206299, + "FP": 30236, + "IoU": 0.32842240948530416, + "TN": 193653327, + "TP": 115673, + "n_pred": 145909, + "n_ref": 321972 + }, + "8": { + "Dice": 0.6695718095116922, + "FN": 115100, + "FP": 9558, + "IoU": 0.5032754223780682, + "TN": 193754575, + "TP": 126302, + "n_pred": 135860, + "n_ref": 241402 + }, + "9": { + "Dice": 0.46145750728160734, + "FN": 67285, + "FP": 5380, + "IoU": 0.29993159725232904, + "TN": 193901738, + "TP": 31132, + "n_pred": 36512, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7256366458916248, + "FN": 35224, + "FP": 24689, + "IoU": 0.5694111052018801, + "TN": 99516658, + "TP": 79229, + "n_pred": 103918, + "n_ref": 114453 + }, + "10": { + "Dice": 0.5853654436178708, + "FN": 36866, + "FP": 12461, + "IoU": 0.41379269365151045, + "TN": 99571654, + "TP": 34819, + "n_pred": 47280, + "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": 0.1817735802771986, + "FN": 39503, + "FP": 13865, + "IoU": 0.09997301672962763, + "TN": 99596504, + "TP": 5928, + "n_pred": 19793, + "n_ref": 45431 + }, + "14": { + "Dice": 0.6152347297676646, + "FN": 16882, + "FP": 29720, + "IoU": 0.444288099212974, + "TN": 99571940, + "TP": 37258, + "n_pred": 66978, + "n_ref": 54140 + }, + "15": { + "Dice": 0.5323126021047833, + "FN": 23936, + "FP": 684, + "IoU": 0.36268799668659885, + "TN": 99617169, + "TP": 14011, + "n_pred": 14695, + "n_ref": 37947 + }, + "2": { + "Dice": 0.6433197211566225, + "FN": 44570, + "FP": 33253, + "IoU": 0.47418668288233506, + "TN": 99507795, + "TP": 70182, + "n_pred": 103435, + "n_ref": 114752 + }, + "3": { + "Dice": 0.8091377835325673, + "FN": 36323, + "FP": 4950, + "IoU": 0.6794554167087349, + "TN": 99527041, + "TP": 87486, + "n_pred": 92436, + "n_ref": 123809 + }, + "4": { + "Dice": 0.37936668482066443, + "FN": 14030, + "FP": 1924, + "IoU": 0.23408545367258762, + "TN": 99634970, + "TP": 4876, + "n_pred": 6800, + "n_ref": 18906 + }, + "5": { + "Dice": 0.08032195858137, + "FN": 6487, + "FP": 4482, + "IoU": 0.041841369671558354, + "TN": 99644352, + "TP": 479, + "n_pred": 4961, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9100560001309678, + "FN": 158931, + "FP": 77316, + "IoU": 0.8349566585442189, + "TN": 98224376, + "TP": 1195177, + "n_pred": 1272493, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.5069083708498717, + "FN": 52800, + "FP": 169322, + "IoU": 0.33950252010883303, + "TN": 99319505, + "TP": 114173, + "n_pred": 283495, + "n_ref": 166973 + }, + "8": { + "Dice": 0.731843522541197, + "FN": 23602, + "FP": 33060, + "IoU": 0.5770924452538401, + "TN": 99521818, + "TP": 77320, + "n_pred": 110380, + "n_ref": 100922 + }, + "9": { + "Dice": 0.21559110679684146, + "FN": 83985, + "FP": 55, + "IoU": 0.1208193411375786, + "TN": 99560211, + "TP": 11549, + "n_pred": 11604, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6237593782592605, + "FN": 233708, + "FP": 23501, + "IoU": 0.4532342443651298, + "TN": 62613101, + "TP": 213210, + "n_pred": 236711, + "n_ref": 446918 + }, + "10": { + "Dice": 0.543135671531206, + "FN": 38224, + "FP": 16655, + "IoU": 0.37281142857142857, + "TN": 62996020, + "TP": 32621, + "n_pred": 49276, + "n_ref": 70845 + }, + "11": { + "Dice": 0.09006622516556291, + "FN": 3375, + "FP": 60, + "IoU": 0.047156726768377254, + "TN": 63079915, + "TP": 170, + "n_pred": 230, + "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": 0.08655141268005134, + "FN": 42924, + "FP": 14721, + "IoU": 0.04523320524711806, + "TN": 63023144, + "TP": 2731, + "n_pred": 17452, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 8433, + "IoU": 0.0, + "TN": 63075087, + "TP": 0, + "n_pred": 8433, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6535556488040876, + "FN": 18062, + "FP": 94222, + "IoU": 0.4853937321832864, + "TN": 62865326, + "TP": 105910, + "n_pred": 200132, + "n_ref": 123972 + }, + "3": { + "Dice": 0.14547510178963713, + "FN": 117424, + "FP": 1995, + "IoU": 0.07844332633658477, + "TN": 62953936, + "TP": 10165, + "n_pred": 12160, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 169, + "IoU": 0.0, + "TN": 63065322, + "TP": 0, + "n_pred": 169, + "n_ref": 18029 + }, + "5": { + "Dice": 0.004940304652120214, + "FN": 16912, + "FP": 7, + "IoU": 0.0024762690879075525, + "TN": 63066559, + "TP": 42, + "n_pred": 49, + "n_ref": 16954 + }, + "6": { + "Dice": 0.745736401432089, + "FN": 315867, + "FP": 239075, + "IoU": 0.594561145108216, + "TN": 61714776, + "TP": 813802, + "n_pred": 1052877, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.5255948942448897, + "FN": 81139, + "FP": 55187, + "IoU": 0.356479296085799, + "TN": 62871676, + "TP": 75518, + "n_pred": 130705, + "n_ref": 156657 + }, + "8": { + "Dice": 0.6177047914275601, + "FN": 54370, + "FP": 16912, + "IoU": 0.4468689376891441, + "TN": 62954650, + "TP": 57588, + "n_pred": 74500, + "n_ref": 111958 + }, + "9": { + "Dice": 0.42411797044271254, + "FN": 29774, + "FP": 5842, + "IoU": 0.2691305329256531, + "TN": 63034789, + "TP": 13115, + "n_pred": 18957, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7173506640800836, + "FN": 88588, + "FP": 87855, + "IoU": 0.5592726273589029, + "TN": 109208473, + "TP": 223902, + "n_pred": 311757, + "n_ref": 312490 + }, + "10": { + "Dice": 0.4682987485917567, + "FN": 37839, + "FP": 75902, + "IoU": 0.3057376548861625, + "TN": 109444988, + "TP": 50089, + "n_pred": 125991, + "n_ref": 87928 + }, + "11": { + "Dice": 0.1191969887076537, + "FN": 4181, + "FP": 31, + "IoU": 0.06337558372248166, + "TN": 109604321, + "TP": 285, + "n_pred": 316, + "n_ref": 4466 + }, + "12": { + "Dice": 0.018451080359310514, + "FN": 4043, + "FP": 0, + "IoU": 0.009311443273707424, + "TN": 109604737, + "TP": 38, + "n_pred": 38, + "n_ref": 4081 + }, + "13": { + "Dice": 0.19298158534769444, + "FN": 69115, + "FP": 28439, + "IoU": 0.10679558314563534, + "TN": 109499600, + "TP": 11664, + "n_pred": 40103, + "n_ref": 80779 + }, + "14": { + "Dice": 0.11519984692866465, + "FN": 88487, + "FP": 40992, + "IoU": 0.06112045711633843, + "TN": 109470910, + "TP": 8429, + "n_pred": 49421, + "n_ref": 96916 + }, + "15": { + "Dice": 0.315586707026887, + "FN": 84045, + "FP": 517, + "IoU": 0.1873570508754733, + "TN": 109504760, + "TP": 19496, + "n_pred": 20013, + "n_ref": 103541 + }, + "2": { + "Dice": 0.38571794452450237, + "FN": 151561, + "FP": 47510, + "IoU": 0.23894086118109423, + "TN": 109347247, + "TP": 62500, + "n_pred": 110010, + "n_ref": 214061 + }, + "3": { + "Dice": 0.718547508038742, + "FN": 61441, + "FP": 82896, + "IoU": 0.560728948241388, + "TN": 109280235, + "TP": 184246, + "n_pred": 267142, + "n_ref": 245687 + }, + "4": { + "Dice": 0.009767378922635963, + "FN": 49893, + "FP": 30604, + "IoU": 0.004907656933765174, + "TN": 109527924, + "TP": 397, + "n_pred": 31001, + "n_ref": 50290 + }, + "5": { + "Dice": 0.23602110022607384, + "FN": 8986, + "FP": 1152, + "IoU": 0.1338004101161996, + "TN": 109597114, + "TP": 1566, + "n_pred": 2718, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7392927588700275, + "FN": 198395, + "FP": 543619, + "IoU": 0.5864111307930612, + "TN": 107814732, + "TP": 1052072, + "n_pred": 1595691, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.529625650395655, + "FN": 733606, + "FP": 91218, + "IoU": 0.36019783025878344, + "TN": 108319632, + "TP": 464362, + "n_pred": 555580, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8600436305502667, + "FN": 11950, + "FP": 13263, + "IoU": 0.7544531120655233, + "TN": 109506137, + "TP": 77468, + "n_pred": 90731, + "n_ref": 89418 + }, + "9": { + "Dice": 0.5410599883517764, + "FN": 30118, + "FP": 12434, + "IoU": 0.3708582834331337, + "TN": 109541183, + "TP": 25083, + "n_pred": 37517, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7161513840770389, + "FN": 7202, + "FP": 33681, + "IoU": 0.5578160658468261, + "TN": 66974895, + "TP": 51574, + "n_pred": 85255, + "n_ref": 58776 + }, + "10": { + "Dice": 0.34020923222412675, + "FN": 61528, + "FP": 5450, + "IoU": 0.20497115590057688, + "TN": 66983106, + "TP": 17268, + "n_pred": 22718, + "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": 0.07663098179156373, + "FN": 36536, + "FP": 3830, + "IoU": 0.03984205894246093, + "TN": 67025311, + "TP": 1675, + "n_pred": 5505, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7694704049844237, + "FN": 15949, + "FP": 19719, + "IoU": 0.6253164556962025, + "TN": 66972157, + "TP": 59527, + "n_pred": 79246, + "n_ref": 75476 + }, + "15": { + "Dice": 0.33944774142920203, + "FN": 24441, + "FP": 2495, + "IoU": 0.20441858404465843, + "TN": 67033495, + "TP": 6921, + "n_pred": 9416, + "n_ref": 31362 + }, + "2": { + "Dice": 0.6029761205165286, + "FN": 28041, + "FP": 127347, + "IoU": 0.4316147557473892, + "TN": 66793967, + "TP": 117997, + "n_pred": 245344, + "n_ref": 146038 + }, + "3": { + "Dice": 0.010475288349027693, + "FN": 159524, + "FP": 307, + "IoU": 0.005265221531395283, + "TN": 66906675, + "TP": 846, + "n_pred": 1153, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 930, + "IoU": 0.0, + "TN": 67053383, + "TP": 0, + "n_pred": 930, + "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": 0.8008012859346855, + "FN": 286742, + "FP": 107834, + "IoU": 0.6677803074187334, + "TN": 65879656, + "TP": 793120, + "n_pred": 900954, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.2543083252017143, + "FN": 292450, + "FP": 54492, + "IoU": 0.14567768688654575, + "TN": 66661250, + "TP": 59160, + "n_pred": 113652, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8208630349966265, + "FN": 15758, + "FP": 14775, + "IoU": 0.6961557981470609, + "TN": 66966863, + "TP": 69956, + "n_pred": 84731, + "n_ref": 85714 + }, + "9": { + "Dice": 0.49080973671137607, + "FN": 52150, + "FP": 125, + "IoU": 0.32521395655036206, + "TN": 66989883, + "TP": 25194, + "n_pred": 25319, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4116727378227652, + "FN": 129135, + "FP": 16869, + "IoU": 0.25918634504733973, + "TN": 74322194, + "TP": 51082, + "n_pred": 67951, + "n_ref": 180217 + }, + "10": { + "Dice": 0.5302477500955558, + "FN": 33259, + "FP": 7298, + "IoU": 0.36077355903352404, + "TN": 74455833, + "TP": 22890, + "n_pred": 30188, + "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": 0.06750885635986899, + "FN": 40365, + "FP": 29390, + "IoU": 0.034933591588267844, + "TN": 74447000, + "TP": 2525, + "n_pred": 31915, + "n_ref": 42890 + }, + "14": { + "Dice": 0.5118924406856512, + "FN": 5959, + "FP": 43560, + "IoU": 0.34398887196131683, + "TN": 74443795, + "TP": 25966, + "n_pred": 69526, + "n_ref": 31925 + }, + "15": { + "Dice": 0.49338986236711846, + "FN": 18547, + "FP": 5710, + "IoU": 0.3274834345282653, + "TN": 74483211, + "TP": 11812, + "n_pred": 17522, + "n_ref": 30359 + }, + "2": { + "Dice": 0.5879755869812757, + "FN": 14657, + "FP": 162284, + "IoU": 0.41640610570199743, + "TN": 74216088, + "TP": 126251, + "n_pred": 288535, + "n_ref": 140908 + }, + "3": { + "Dice": 0.017770341781216926, + "FN": 154239, + "FP": 748, + "IoU": 0.008964824891776276, + "TN": 74362891, + "TP": 1402, + "n_pred": 2150, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 7304, + "IoU": 0.0, + "TN": 74498698, + "TP": 0, + "n_pred": 7304, + "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": 0.8659140539762231, + "FN": 303945, + "FP": 99280, + "IoU": 0.763534771780047, + "TN": 72814061, + "TP": 1301994, + "n_pred": 1401274, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.3641054278147339, + "FN": 111443, + "FP": 83280, + "IoU": 0.2225726730839099, + "TN": 74268809, + "TP": 55748, + "n_pred": 139028, + "n_ref": 167191 + }, + "8": { + "Dice": 0.05165658168832457, + "FN": 62296, + "FP": 14186, + "IoU": 0.0265130783427735, + "TN": 74440715, + "TP": 2083, + "n_pred": 16269, + "n_ref": 64379 + }, + "9": { + "Dice": 0.31536201091472976, + "FN": 74453, + "FP": 5460, + "IoU": 0.1871986818283529, + "TN": 74420962, + "TP": 18405, + "n_pred": 23865, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8341422090024285, + "FN": 61379, + "FP": 26723, + "IoU": 0.7154750909102653, + "TN": 65741534, + "TP": 221544, + "n_pred": 248267, + "n_ref": 282923 + }, + "10": { + "Dice": 0.25353347392796594, + "FN": 68205, + "FP": 22054, + "IoU": 0.14516938638279334, + "TN": 65945593, + "TP": 15328, + "n_pred": 37382, + "n_ref": 83533 + }, + "11": { + "Dice": 0.3440273037542662, + "FN": 2881, + "FP": 2, + "IoU": 0.20774938169826876, + "TN": 66047541, + "TP": 756, + "n_pred": 758, + "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": 0.17674404699621818, + "FN": 41714, + "FP": 13361, + "IoU": 0.09693869185236198, + "TN": 65990193, + "TP": 5912, + "n_pred": 19273, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8977772790304351, + "FN": 2667, + "FP": 10086, + "IoU": 0.8145153079776016, + "TN": 65982425, + "TP": 56002, + "n_pred": 66088, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8588852403087551, + "FN": 4456, + "FP": 2162, + "IoU": 0.7526720980641304, + "TN": 66024422, + "TP": 20140, + "n_pred": 22302, + "n_ref": 24596 + }, + "2": { + "Dice": 0.4739484888405216, + "FN": 94301, + "FP": 15911, + "IoU": 0.3105717502814963, + "TN": 65891320, + "TP": 49648, + "n_pred": 65559, + "n_ref": 143949 + }, + "3": { + "Dice": 0.5664127440169686, + "FN": 72843, + "FP": 55736, + "IoU": 0.395101687499706, + "TN": 65838617, + "TP": 83984, + "n_pred": 139720, + "n_ref": 156827 + }, + "4": { + "Dice": 0.050425095279976545, + "FN": 28754, + "FP": 397, + "IoU": 0.025864661654135337, + "TN": 66021255, + "TP": 774, + "n_pred": 1171, + "n_ref": 29528 + }, + "5": { + "Dice": 0.23723203026481715, + "FN": 8474, + "FP": 1204, + "IoU": 0.13457927210945184, + "TN": 66039997, + "TP": 1505, + "n_pred": 2709, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8501316590998114, + "FN": 108670, + "FP": 213869, + "IoU": 0.7393295639692762, + "TN": 64813836, + "TP": 914805, + "n_pred": 1128674, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.5320184974442767, + "FN": 616090, + "FP": 18024, + "IoU": 0.36241498719026377, + "TN": 65056624, + "TP": 360442, + "n_pred": 378466, + "n_ref": 976532 + }, + "8": { + "Dice": 0.7738073182028717, + "FN": 14472, + "FP": 24596, + "IoU": 0.6310650272914424, + "TN": 65945286, + "TP": 66826, + "n_pred": 91422, + "n_ref": 81298 + }, + "9": { + "Dice": 0.3091903174923206, + "FN": 57050, + "FP": 1197, + "IoU": 0.1828652394713953, + "TN": 65979898, + "TP": 13035, + "n_pred": 14232, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9613152102534658, + "FN": 7988, + "FP": 3735, + "IoU": 0.9255119741264829, + "TN": 113315159, + "TP": 145658, + "n_pred": 149393, + "n_ref": 153646 + }, + "10": { + "Dice": 0.34978165166811054, + "FN": 60782, + "FP": 12772, + "IoU": 0.21196083052990208, + "TN": 113379202, + "TP": 19784, + "n_pred": 32556, + "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": 0.31535639842349106, + "FN": 59553, + "FP": 15664, + "IoU": 0.18719472660471148, + "TN": 113380000, + "TP": 17323, + "n_pred": 32987, + "n_ref": 76876 + }, + "14": { + "Dice": 0.7404164132583244, + "FN": 107764, + "FP": 1502, + "IoU": 0.5878263428103675, + "TN": 113207443, + "TP": 155831, + "n_pred": 157333, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7805336611468653, + "FN": 5692, + "FP": 3413, + "IoU": 0.640061669829222, + "TN": 113447244, + "TP": 16191, + "n_pred": 19604, + "n_ref": 21883 + }, + "2": { + "Dice": 0.6599143364058327, + "FN": 16619, + "FP": 97241, + "IoU": 0.4924419045241587, + "TN": 113248211, + "TP": 110469, + "n_pred": 207710, + "n_ref": 127088 + }, + "3": { + "Dice": 0.3769398348618918, + "FN": 92270, + "FP": 394, + "IoU": 0.2322402107809833, + "TN": 113351846, + "TP": 28030, + "n_pred": 28424, + "n_ref": 120300 + }, + "4": { + "Dice": 0.30915731802765456, + "FN": 25167, + "FP": 1313, + "IoU": 0.182842153988582, + "TN": 113440135, + "TP": 5925, + "n_pred": 7238, + "n_ref": 31092 + }, + "5": { + "Dice": 0.150905488740687, + "FN": 30122, + "FP": 307, + "IoU": 0.08161047897866176, + "TN": 113439407, + "TP": 2704, + "n_pred": 3011, + "n_ref": 32826 + }, + "6": { + "Dice": 0.8412605272516873, + "FN": 295603, + "FP": 24428, + "IoU": 0.7260135233473795, + "TN": 112304486, + "TP": 848023, + "n_pred": 872451, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.21483618115601424, + "FN": 186258, + "FP": 45933, + "IoU": 0.12034535928200427, + "TN": 113208583, + "TP": 31766, + "n_pred": 77699, + "n_ref": 218024 + }, + "8": { + "Dice": 0.6097594028266357, + "FN": 106585, + "FP": 31639, + "IoU": 0.4385999114587776, + "TN": 113226327, + "TP": 107989, + "n_pred": 139628, + "n_ref": 214574 + }, + "9": { + "Dice": 0.14915916426023443, + "FN": 97458, + "FP": 2720, + "IoU": 0.08058994667719051, + "TN": 113363581, + "TP": 8781, + "n_pred": 11501, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5351350244381946, + "FN": 48795, + "FP": 87403, + "IoU": 0.36531354996248677, + "TN": 74982137, + "TP": 78393, + "n_pred": 165796, + "n_ref": 127188 + }, + "10": { + "Dice": 0.5785763381977858, + "FN": 49129, + "FP": 25058, + "IoU": 0.40704003580762993, + "TN": 75071615, + "TP": 50926, + "n_pred": 75984, + "n_ref": 100055 + }, + "11": { + "Dice": 0.12981530343007916, + "FN": 3298, + "FP": 0, + "IoU": 0.06941309255079006, + "TN": 75193184, + "TP": 246, + "n_pred": 246, + "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": 0.13400672307117686, + "FN": 51134, + "FP": 2193, + "IoU": 0.07181522287783057, + "TN": 75139275, + "TP": 4126, + "n_pred": 6319, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9189413677591239, + "FN": 15783, + "FP": 4906, + "IoU": 0.8500384163755237, + "TN": 75058766, + "TP": 117273, + "n_pred": 122179, + "n_ref": 133056 + }, + "15": { + "Dice": 0.24882597155107875, + "FN": 62844, + "FP": 3378, + "IoU": 0.1420909444228527, + "TN": 75119538, + "TP": 10968, + "n_pred": 14346, + "n_ref": 73812 + }, + "2": { + "Dice": 0.6686685379811563, + "FN": 23392, + "FP": 98424, + "IoU": 0.5022554916317992, + "TN": 74951992, + "TP": 122920, + "n_pred": 221344, + "n_ref": 146312 + }, + "3": { + "Dice": 0.0, + "FN": 147515, + "FP": 10460, + "IoU": 0.0, + "TN": 75038753, + "TP": 0, + "n_pred": 10460, + "n_ref": 147515 + }, + "4": { + "Dice": 0.18304887368535974, + "FN": 22448, + "FP": 1, + "IoU": 0.10074507290498318, + "TN": 75171764, + "TP": 2515, + "n_pred": 2516, + "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": 0.8660339221698332, + "FN": 87897, + "FP": 273654, + "IoU": 0.7637211898145849, + "TN": 73666540, + "TP": 1168637, + "n_pred": 1442291, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.6695353988628888, + "FN": 46477, + "FP": 57506, + "IoU": 0.5032342824383719, + "TN": 74987408, + "TP": 105337, + "n_pred": 162843, + "n_ref": 151814 + }, + "8": { + "Dice": 0.7735852567720966, + "FN": 22383, + "FP": 14118, + "IoU": 0.6307696976440718, + "TN": 75097871, + "TP": 62356, + "n_pred": 76474, + "n_ref": 84739 + }, + "9": { + "Dice": 0.24614742942441936, + "FN": 66020, + "FP": 2662, + "IoU": 0.14034670505037863, + "TN": 75116833, + "TP": 11213, + "n_pred": 13875, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8237612554135034, + "FN": 57214, + "FP": 10664, + "IoU": 0.7003350801057776, + "TN": 86701359, + "TP": 158635, + "n_pred": 169299, + "n_ref": 215849 + }, + "10": { + "Dice": 0.4732111170553681, + "FN": 24159, + "FP": 75294, + "IoU": 0.309938801848434, + "TN": 86783750, + "TP": 44669, + "n_pred": 119963, + "n_ref": 68828 + }, + "11": { + "Dice": 0.0030828516377649326, + "FN": 2586, + "FP": 1, + "IoU": 0.0015438054805094559, + "TN": 86925281, + "TP": 4, + "n_pred": 5, + "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": 0.29636619948038634, + "FN": 42642, + "FP": 17753, + "IoU": 0.17396121125912958, + "TN": 86854758, + "TP": 12719, + "n_pred": 30472, + "n_ref": 55361 + }, + "14": { + "Dice": 0.6874388237223747, + "FN": 18314, + "FP": 40761, + "IoU": 0.5237385016003031, + "TN": 86803833, + "TP": 64964, + "n_pred": 105725, + "n_ref": 83278 + }, + "15": { + "Dice": 0.41897735205150083, + "FN": 119438, + "FP": 420, + "IoU": 0.2650040166060599, + "TN": 86764799, + "TP": 43215, + "n_pred": 43635, + "n_ref": 162653 + }, + "2": { + "Dice": 0.5399406708754849, + "FN": 53233, + "FP": 67735, + "IoU": 0.36980734967752693, + "TN": 86735918, + "TP": 70986, + "n_pred": 138721, + "n_ref": 124219 + }, + "3": { + "Dice": 0.4715043285907773, + "FN": 114825, + "FP": 9650, + "IoU": 0.30847606402186656, + "TN": 86747871, + "TP": 55526, + "n_pred": 65176, + "n_ref": 170351 + }, + "4": { + "Dice": 0.3947739917513217, + "FN": 9391, + "FP": 12474, + "IoU": 0.24593047316871292, + "TN": 86898876, + "TP": 7131, + "n_pred": 19605, + "n_ref": 16522 + }, + "5": { + "Dice": 0.128957973517559, + "FN": 5025, + "FP": 1027, + "IoU": 0.06892307692307692, + "TN": 86921372, + "TP": 448, + "n_pred": 1475, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8717173691595989, + "FN": 77247, + "FP": 245645, + "IoU": 0.7726055026747157, + "TN": 85507908, + "TP": 1097072, + "n_pred": 1342717, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.4060138784005436, + "FN": 738789, + "FP": 93401, + "IoU": 0.2547160686651, + "TN": 85811264, + "TP": 284418, + "n_pred": 377819, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.8183094158578392, + "FN": 6289, + "FP": 15070, + "IoU": 0.6924904258688704, + "TN": 86858414, + "TP": 48099, + "n_pred": 63169, + "n_ref": 54388 + }, + "9": { + "Dice": 0.5066832937141966, + "FN": 31257, + "FP": 6720, + "IoU": 0.3393006263048017, + "TN": 86870392, + "TP": 19503, + "n_pred": 26223, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4862249267209268, + "FN": 18627, + "FP": 128959, + "IoU": 0.32120024652519064, + "TN": 37532178, + "TP": 69836, + "n_pred": 198795, + "n_ref": 88463 + }, + "10": { + "Dice": 0.0, + "FN": 59244, + "FP": 10877, + "IoU": 0.0, + "TN": 37679479, + "TP": 0, + "n_pred": 10877, + "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": 115, + "IoU": 0.0, + "TN": 37704600, + "TP": 0, + "n_pred": 115, + "n_ref": 44885 + }, + "14": { + "Dice": 0.36716717008847577, + "FN": 24787, + "FP": 235425, + "IoU": 0.2248651321570812, + "TN": 37413901, + "TP": 75487, + "n_pred": 310912, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 9949, + "IoU": 0.0, + "TN": 37739651, + "TP": 0, + "n_pred": 9949, + "n_ref": 0 + }, + "2": { + "Dice": 0.38022021407264434, + "FN": 65562, + "FP": 47466, + "IoU": 0.23473574455984508, + "TN": 37601902, + "TP": 34670, + "n_pred": 82136, + "n_ref": 100232 + }, + "3": { + "Dice": 0.025730877052462957, + "FN": 87414, + "FP": 9896, + "IoU": 0.013033115269536995, + "TN": 37651005, + "TP": 1285, + "n_pred": 11181, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 116, + "IoU": 0.0, + "TN": 37737790, + "TP": 0, + "n_pred": 116, + "n_ref": 11694 + }, + "5": { + "Dice": 0.24233844103930713, + "FN": 8594, + "FP": 504, + "IoU": 0.13787548564389274, + "TN": 37739047, + "TP": 1455, + "n_pred": 1959, + "n_ref": 10049 + }, + "6": { + "Dice": 0.4980070971545017, + "FN": 487383, + "FP": 26977, + "IoU": 0.3315642145918508, + "TN": 36980102, + "TP": 255138, + "n_pred": 282115, + "n_ref": 742521 + }, + "7": { + "Dice": 0.24216898962048583, + "FN": 287847, + "FP": 71665, + "IoU": 0.13776579670659114, + "TN": 37332646, + "TP": 57442, + "n_pred": 129107, + "n_ref": 345289 + }, + "8": { + "Dice": 0.5509734261759273, + "FN": 39314, + "FP": 23882, + "IoU": 0.3802369370782991, + "TN": 37647632, + "TP": 38772, + "n_pred": 62654, + "n_ref": 78086 + }, + "9": { + "Dice": 0.04509866439933397, + "FN": 53498, + "FP": 410, + "IoU": 0.023069534803646184, + "TN": 37694419, + "TP": 1273, + "n_pred": 1683, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7653680633644266, + "FN": 42498, + "FP": 52859, + "IoU": 0.6199159771049568, + "TN": 75655804, + "TP": 155527, + "n_pred": 208386, + "n_ref": 198025 + }, + "10": { + "Dice": 0.7005785574087205, + "FN": 45937, + "FP": 12337, + "IoU": 0.5391465266354549, + "TN": 75780240, + "TP": 68174, + "n_pred": 80511, + "n_ref": 114111 + }, + "11": { + "Dice": 0.16725025746652936, + "FN": 3936, + "FP": 107, + "IoU": 0.09125646212632052, + "TN": 75902239, + "TP": 406, + "n_pred": 513, + "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": 0.5019540590010388, + "FN": 26281, + "FP": 3922, + "IoU": 0.33507254034299805, + "TN": 75861265, + "TP": 15220, + "n_pred": 19142, + "n_ref": 41501 + }, + "14": { + "Dice": 0.7705092484247431, + "FN": 36431, + "FP": 15542, + "IoU": 0.6266897473100516, + "TN": 75767466, + "TP": 87249, + "n_pred": 102791, + "n_ref": 123680 + }, + "15": { + "Dice": 0.15195551563872653, + "FN": 171788, + "FP": 1007, + "IoU": 0.08222503133697338, + "TN": 75718412, + "TP": 15481, + "n_pred": 16488, + "n_ref": 187269 + }, + "2": { + "Dice": 0.45982868309310765, + "FN": 114472, + "FP": 69351, + "IoU": 0.2985568410769888, + "TN": 75644624, + "TP": 78241, + "n_pred": 147592, + "n_ref": 192713 + }, + "3": { + "Dice": 0.515570114529384, + "FN": 125010, + "FP": 112194, + "IoU": 0.34731860330737696, + "TN": 75543258, + "TP": 126226, + "n_pred": 238420, + "n_ref": 251236 + }, + "4": { + "Dice": 0.001183004173375834, + "FN": 30159, + "FP": 236, + "IoU": 0.000591852168480584, + "TN": 75876275, + "TP": 18, + "n_pred": 254, + "n_ref": 30177 + }, + "5": { + "Dice": 0.5196920475279249, + "FN": 3790, + "FP": 7003, + "IoU": 0.3510702260702261, + "TN": 75890056, + "TP": 5839, + "n_pred": 12842, + "n_ref": 9629 + }, + "6": { + "Dice": 0.8740857664288442, + "FN": 253339, + "FP": 165453, + "IoU": 0.7763342360957936, + "TN": 74034287, + "TP": 1453609, + "n_pred": 1619062, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.5027438910936819, + "FN": 158899, + "FP": 68264, + "IoU": 0.33577681740828896, + "TN": 75564690, + "TP": 114835, + "n_pred": 183099, + "n_ref": 273734 + }, + "8": { + "Dice": 0.8486060322206811, + "FN": 21084, + "FP": 4129, + "IoU": 0.7370249071717635, + "TN": 75810812, + "TP": 70663, + "n_pred": 74792, + "n_ref": 91747 + }, + "9": { + "Dice": 0.5411483033288825, + "FN": 48363, + "FP": 1466, + "IoU": 0.3709412715245165, + "TN": 75827476, + "TP": 29383, + "n_pred": 30849, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6331675796183891, + "FN": 22342, + "FP": 61904, + "IoU": 0.46323716805137877, + "TN": 61230798, + "TP": 72706, + "n_pred": 134610, + "n_ref": 95048 + }, + "10": { + "Dice": 0.3217324052590874, + "FN": 58085, + "FP": 26107, + "IoU": 0.19170506912442398, + "TN": 61283590, + "TP": 19968, + "n_pred": 46075, + "n_ref": 78053 + }, + "11": { + "Dice": 0.0716223548562127, + "FN": 3210, + "FP": 212, + "IoU": 0.03714124929656725, + "TN": 61384196, + "TP": 132, + "n_pred": 344, + "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": 0.17282429397619095, + "FN": 35107, + "FP": 6514, + "IoU": 0.09458548152015489, + "TN": 61341781, + "TP": 4348, + "n_pred": 10862, + "n_ref": 39455 + }, + "14": { + "Dice": 0.7668545009718739, + "FN": 3928, + "FP": 34095, + "IoU": 0.6218686291084481, + "TN": 61287195, + "TP": 62532, + "n_pred": 96627, + "n_ref": 66460 + }, + "15": { + "Dice": 0.7616487455197133, + "FN": 15106, + "FP": 2184, + "IoU": 0.6150506512301013, + "TN": 61342835, + "TP": 27625, + "n_pred": 29809, + "n_ref": 42731 + }, + "2": { + "Dice": 0.6181662178436855, + "FN": 13568, + "FP": 134178, + "IoU": 0.44735208085523415, + "TN": 61120408, + "TP": 119596, + "n_pred": 253774, + "n_ref": 133164 + }, + "3": { + "Dice": 0.0063987351684329065, + "FN": 133191, + "FP": 40, + "IoU": 0.003209636390842436, + "TN": 61254090, + "TP": 429, + "n_pred": 469, + "n_ref": 133620 + }, + "4": { + "Dice": 0.5455035325110765, + "FN": 9865, + "FP": 5317, + "IoU": 0.3750463096365208, + "TN": 61363457, + "TP": 9111, + "n_pred": 14428, + "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": 0.8318203269533757, + "FN": 255280, + "FP": 43711, + "IoU": 0.712065400679315, + "TN": 60349351, + "TP": 739408, + "n_pred": 783119, + "n_ref": 994688 + }, + "7": { + "Dice": 0.10025715356104942, + "FN": 166353, + "FP": 81016, + "IoU": 0.05277406557891794, + "TN": 61126599, + "TP": 13782, + "n_pred": 94798, + "n_ref": 180135 + }, + "8": { + "Dice": 0.6564336033219778, + "FN": 120005, + "FP": 12210, + "IoU": 0.48857548457970856, + "TN": 61129227, + "TP": 126308, + "n_pred": 138518, + "n_ref": 246313 + }, + "9": { + "Dice": 0.4168883566148681, + "FN": 58483, + "FP": 918, + "IoU": 0.263334780182303, + "TN": 61307115, + "TP": 21234, + "n_pred": 22152, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9184766089511489, + "FN": 13273, + "FP": 17303, + "IoU": 0.8492434066177884, + "TN": 39545983, + "TP": 172241, + "n_pred": 189544, + "n_ref": 185514 + }, + "10": { + "Dice": 0.5149150334537272, + "FN": 30091, + "FP": 10872, + "IoU": 0.34672429191120185, + "TN": 39686096, + "TP": 21741, + "n_pred": 32613, + "n_ref": 51832 + }, + "11": { + "Dice": 0.02861788617886179, + "FN": 2987, + "FP": 0, + "IoU": 0.014516661167931376, + "TN": 39745769, + "TP": 44, + "n_pred": 44, + "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": 0.3574611586173672, + "FN": 30455, + "FP": 17560, + "IoU": 0.21762721806716528, + "TN": 39687429, + "TP": 13356, + "n_pred": 30916, + "n_ref": 43811 + }, + "14": { + "Dice": 0.3007967857094379, + "FN": 22253, + "FP": 29258, + "IoU": 0.17702225559585244, + "TN": 39686209, + "TP": 11080, + "n_pred": 40338, + "n_ref": 33333 + }, + "15": { + "Dice": 0.08163635046017827, + "FN": 49463, + "FP": 1227, + "IoU": 0.042555200876414255, + "TN": 39695857, + "TP": 2253, + "n_pred": 3480, + "n_ref": 51716 + }, + "2": { + "Dice": 0.5400871417877502, + "FN": 33433, + "FP": 110333, + "IoU": 0.3699447804364975, + "TN": 39520620, + "TP": 84414, + "n_pred": 194747, + "n_ref": 117847 + }, + "3": { + "Dice": 0.16129319611138496, + "FN": 120695, + "FP": 20534, + "IoU": 0.08772099813318347, + "TN": 39593991, + "TP": 13580, + "n_pred": 34114, + "n_ref": 134275 + }, + "4": { + "Dice": 0.21869124423963135, + "FN": 20807, + "FP": 386, + "IoU": 0.12276998220125006, + "TN": 39724641, + "TP": 2966, + "n_pred": 3352, + "n_ref": 23773 + }, + "5": { + "Dice": 0.598527865404837, + "FN": 3678, + "FP": 140, + "IoU": 0.42707082833133253, + "TN": 39742136, + "TP": 2846, + "n_pred": 2986, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9408064434868928, + "FN": 78314, + "FP": 28603, + "IoU": 0.8882290094211414, + "TN": 38792228, + "TP": 849655, + "n_pred": 878258, + "n_ref": 927969 + }, + "7": { + "Dice": 0.39032629776775857, + "FN": 553567, + "FP": 4093, + "IoU": 0.24248783913563796, + "TN": 39012627, + "TP": 178513, + "n_pred": 182606, + "n_ref": 732080 + }, + "8": { + "Dice": 0.7842015264628602, + "FN": 2527, + "FP": 23344, + "IoU": 0.6450094678778232, + "TN": 39675922, + "TP": 47007, + "n_pred": 70351, + "n_ref": 49534 + }, + "9": { + "Dice": 0.287448124657427, + "FN": 34287, + "FP": 2113, + "IoU": 0.16784783503269168, + "TN": 39705058, + "TP": 7342, + "n_pred": 9455, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6117450220182006, + "FN": 24927, + "FP": 66502, + "IoU": 0.44065753893966647, + "TN": 101233150, + "TP": 72029, + "n_pred": 138531, + "n_ref": 96956 + }, + "10": { + "Dice": 0.4198143481051297, + "FN": 55572, + "FP": 18556, + "IoU": 0.2656740665893984, + "TN": 101295661, + "TP": 26819, + "n_pred": 45375, + "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": 0.04629804603348577, + "FN": 48720, + "FP": 1748, + "IoU": 0.023697599288104772, + "TN": 101344915, + "TP": 1225, + "n_pred": 2973, + "n_ref": 49945 + }, + "14": { + "Dice": 0.8200442015272025, + "FN": 51631, + "FP": 2761, + "IoU": 0.6949787463128498, + "TN": 101218286, + "TP": 123930, + "n_pred": 126691, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8294098414255354, + "FN": 6580, + "FP": 1768, + "IoU": 0.7085399064311152, + "TN": 101367966, + "TP": 20294, + "n_pred": 22062, + "n_ref": 26874 + }, + "2": { + "Dice": 0.627144655292332, + "FN": 70381, + "FP": 62030, + "IoU": 0.4568177249773351, + "TN": 101152839, + "TP": 111358, + "n_pred": 173388, + "n_ref": 181739 + }, + "3": { + "Dice": 0.24545055538674498, + "FN": 141731, + "FP": 14712, + "IoU": 0.13989378078817735, + "TN": 101214720, + "TP": 25445, + "n_pred": 40157, + "n_ref": 167176 + }, + "4": { + "Dice": 0.24781970468871428, + "FN": 8711, + "FP": 0, + "IoU": 0.14143504829489453, + "TN": 101386462, + "TP": 1435, + "n_pred": 1435, + "n_ref": 10146 + }, + "5": { + "Dice": 0.29898909018116304, + "FN": 31048, + "FP": 3971, + "IoU": 0.17577141243203803, + "TN": 101354121, + "TP": 7468, + "n_pred": 11439, + "n_ref": 38516 + }, + "6": { + "Dice": 0.7901767669350199, + "FN": 310606, + "FP": 496593, + "IoU": 0.6531340656545147, + "TN": 99069487, + "TP": 1519922, + "n_pred": 2016515, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.46652344314321265, + "FN": 310857, + "FP": 32568, + "IoU": 0.30422600271076833, + "TN": 100903021, + "TP": 150162, + "n_pred": 182730, + "n_ref": 461019 + }, + "8": { + "Dice": 0.6801815334022836, + "FN": 107418, + "FP": 32043, + "IoU": 0.5153599154857139, + "TN": 101108846, + "TP": 148301, + "n_pred": 180344, + "n_ref": 255719 + }, + "9": { + "Dice": 0.35089501782646443, + "FN": 67624, + "FP": 2652, + "IoU": 0.21277906599007518, + "TN": 101307337, + "TP": 18995, + "n_pred": 21647, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.49599395266460716, + "FN": 137601, + "FP": 23752, + "IoU": 0.3297818872093941, + "TN": 73642757, + "TP": 79394, + "n_pred": 103146, + "n_ref": 216995 + }, + "10": { + "Dice": 0.08894081470446441, + "FN": 65602, + "FP": 144163, + "IoU": 0.04654006290794713, + "TN": 73663500, + "TP": 10239, + "n_pred": 154402, + "n_ref": 75841 + }, + "11": { + "Dice": 0.001516990291262136, + "FN": 6254, + "FP": 328, + "IoU": 0.0007590708972218005, + "TN": 73876917, + "TP": 5, + "n_pred": 333, + "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": 0.02555926713230084, + "FN": 59724, + "FP": 55794, + "IoU": 0.012945066776037528, + "TN": 73766471, + "TP": 1515, + "n_pred": 57309, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6763529016030485, + "FN": 33783, + "FP": 30682, + "IoU": 0.5109767568879718, + "TN": 73751680, + "TP": 67359, + "n_pred": 98041, + "n_ref": 101142 + }, + "15": { + "Dice": 0.21256967592500625, + "FN": 195423, + "FP": 2774, + "IoU": 0.1189247340508293, + "TN": 73658555, + "TP": 26752, + "n_pred": 29526, + "n_ref": 222175 + }, + "2": { + "Dice": 0.04735135371608874, + "FN": 182391, + "FP": 166025, + "IoU": 0.02424980746341805, + "TN": 73526429, + "TP": 8659, + "n_pred": 174684, + "n_ref": 191050 + }, + "3": { + "Dice": 0.23140117484450587, + "FN": 160744, + "FP": 17202, + "IoU": 0.13083870211446127, + "TN": 73678771, + "TP": 26787, + "n_pred": 43989, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 5779, + "IoU": 0.0, + "TN": 73829837, + "TP": 0, + "n_pred": 5779, + "n_ref": 47888 + }, + "5": { + "Dice": 0.0, + "FN": 15128, + "FP": 1126, + "IoU": 0.0, + "TN": 73867250, + "TP": 0, + "n_pred": 1126, + "n_ref": 15128 + }, + "6": { + "Dice": 0.5707765115295625, + "FN": 641788, + "FP": 951760, + "IoU": 0.3993612728408282, + "TN": 71230415, + "TP": 1059541, + "n_pred": 2011301, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.2030939603586329, + "FN": 122606, + "FP": 269722, + "IoU": 0.1130242516181687, + "TN": 73441183, + "TP": 49993, + "n_pred": 319715, + "n_ref": 172599 + }, + "8": { + "Dice": 0.5695939819323639, + "FN": 37045, + "FP": 27036, + "IoU": 0.3982044082153959, + "TN": 73777021, + "TP": 42402, + "n_pred": 69438, + "n_ref": 79447 + }, + "9": { + "Dice": 0.4783421119452058, + "FN": 53446, + "FP": 26677, + "IoU": 0.31435588492015953, + "TN": 73766646, + "TP": 36735, + "n_pred": 63412, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7735143296957575, + "FN": 29559, + "FP": 62839, + "IoU": 0.6306753910169037, + "TN": 69245595, + "TP": 157783, + "n_pred": 220622, + "n_ref": 187342 + }, + "10": { + "Dice": 0.2836099446777311, + "FN": 46198, + "FP": 61282, + "IoU": 0.16523630150285426, + "TN": 69367021, + "TP": 21275, + "n_pred": 82557, + "n_ref": 67473 + }, + "11": { + "Dice": 0.3456495828367104, + "FN": 2736, + "FP": 9, + "IoU": 0.20893371757925072, + "TN": 69492306, + "TP": 725, + "n_pred": 734, + "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": 0.3809042119756104, + "FN": 57484, + "FP": 8615, + "IoU": 0.23525736697789038, + "TN": 69409343, + "TP": 20334, + "n_pred": 28949, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7930382826556824, + "FN": 45915, + "FP": 8952, + "IoU": 0.657053385587579, + "TN": 69335789, + "TP": 105120, + "n_pred": 114072, + "n_ref": 151035 + }, + "15": { + "Dice": 0.5685416016264496, + "FN": 56663, + "FP": 0, + "IoU": 0.39717647559470615, + "TN": 69401780, + "TP": 37333, + "n_pred": 37333, + "n_ref": 93996 + }, + "2": { + "Dice": 0.5596224646897383, + "FN": 66548, + "FP": 65028, + "IoU": 0.38852484919462027, + "TN": 69280598, + "TP": 83602, + "n_pred": 148630, + "n_ref": 150150 + }, + "3": { + "Dice": 0.44186779816702426, + "FN": 108108, + "FP": 54736, + "IoU": 0.28358813048547105, + "TN": 69268471, + "TP": 64461, + "n_pred": 119197, + "n_ref": 172569 + }, + "4": { + "Dice": 0.0016875411997363218, + "FN": 37087, + "FP": 774, + "IoU": 0.0008444831499221492, + "TN": 69457883, + "TP": 32, + "n_pred": 806, + "n_ref": 37119 + }, + "5": { + "Dice": 0.5601965601965602, + "FN": 10429, + "FP": 3175, + "IoU": 0.3890784982935154, + "TN": 69473508, + "TP": 8664, + "n_pred": 11839, + "n_ref": 19093 + }, + "6": { + "Dice": 0.8347192173161277, + "FN": 219123, + "FP": 268194, + "IoU": 0.7163245371588504, + "TN": 67777908, + "TP": 1230551, + "n_pred": 1498745, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.6516199706525357, + "FN": 104499, + "FP": 118436, + "IoU": 0.48326136287251376, + "TN": 69064349, + "TP": 208492, + "n_pred": 326928, + "n_ref": 312991 + }, + "8": { + "Dice": 0.6491613880763484, + "FN": 26990, + "FP": 39696, + "IoU": 0.48056176537026507, + "TN": 69367395, + "TP": 61695, + "n_pred": 101391, + "n_ref": 88685 + }, + "9": { + "Dice": 0.2390316089812518, + "FN": 69143, + "FP": 2334, + "IoU": 0.13573872773659965, + "TN": 69413073, + "TP": 11226, + "n_pred": 13560, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7039398317703364, + "FN": 58928, + "FP": 61763, + "IoU": 0.5431382346483757, + "TN": 50569378, + "TP": 143483, + "n_pred": 205246, + "n_ref": 202411 + }, + "10": { + "Dice": 0.45377838358988, + "FN": 41717, + "FP": 40432, + "IoU": 0.2934756433191138, + "TN": 50717280, + "TP": 34123, + "n_pred": 74555, + "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": 0.2880510152073678, + "FN": 36112, + "FP": 23953, + "IoU": 0.1682591115542262, + "TN": 50761336, + "TP": 12151, + "n_pred": 36104, + "n_ref": 48263 + }, + "14": { + "Dice": 0.4004608090743941, + "FN": 37180, + "FP": 3413, + "IoU": 0.2503601108033241, + "TN": 50779402, + "TP": 13557, + "n_pred": 16970, + "n_ref": 50737 + }, + "15": { + "Dice": 0.009302856490597266, + "FN": 34593, + "FP": 124, + "IoU": 0.004673165137614679, + "TN": 50798672, + "TP": 163, + "n_pred": 287, + "n_ref": 34756 + }, + "2": { + "Dice": 0.6352641955499415, + "FN": 63206, + "FP": 107734, + "IoU": 0.4654851096296482, + "TN": 50513748, + "TP": 148864, + "n_pred": 256598, + "n_ref": 212070 + }, + "3": { + "Dice": 0.4947243391857997, + "FN": 121082, + "FP": 46524, + "IoU": 0.3286602926391598, + "TN": 50583893, + "TP": 82053, + "n_pred": 128577, + "n_ref": 203135 + }, + "4": { + "Dice": 0.0, + "FN": 17965, + "FP": 0, + "IoU": 0.0, + "TN": 50815587, + "TP": 0, + "n_pred": 0, + "n_ref": 17965 + }, + "5": { + "Dice": 0.4142355106822112, + "FN": 9131, + "FP": 1370, + "IoU": 0.2612213310820318, + "TN": 50819338, + "TP": 3713, + "n_pred": 5083, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8417908744374177, + "FN": 308134, + "FP": 401629, + "IoU": 0.7268038697489374, + "TN": 48235554, + "TP": 1888235, + "n_pred": 2289864, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.5127354678221535, + "FN": 69445, + "FP": 232602, + "IoU": 0.3447506860607638, + "TN": 50372587, + "TP": 158918, + "n_pred": 391520, + "n_ref": 228363 + }, + "8": { + "Dice": 0.7846036456125477, + "FN": 10380, + "FP": 40432, + "IoU": 0.645553726387455, + "TN": 50690196, + "TP": 92544, + "n_pred": 132976, + "n_ref": 102924 + }, + "9": { + "Dice": 0.22593013563688716, + "FN": 100210, + "FP": 1944, + "IoU": 0.12735131810493586, + "TN": 50716490, + "TP": 14908, + "n_pred": 16852, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8075552440329067, + "FN": 47775, + "FP": 30474, + "IoU": 0.677226546548033, + "TN": 76642433, + "TP": 164178, + "n_pred": 194652, + "n_ref": 211953 + }, + "10": { + "Dice": 0.4340214904836778, + "FN": 26728, + "FP": 72981, + "IoU": 0.2771567348122372, + "TN": 76746920, + "TP": 38231, + "n_pred": 111212, + "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": 0.2833658210765938, + "FN": 32389, + "FP": 20184, + "IoU": 0.16507059253259643, + "TN": 76821893, + "TP": 10394, + "n_pred": 30578, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8527019141657418, + "FN": 6982, + "FP": 18766, + "IoU": 0.7432261281475941, + "TN": 76784585, + "TP": 74527, + "n_pred": 93293, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6444602778767368, + "FN": 20116, + "FP": 1840, + "IoU": 0.4754270696452037, + "TN": 76843005, + "TP": 19899, + "n_pred": 21739, + "n_ref": 40015 + }, + "2": { + "Dice": 0.5292950363950554, + "FN": 44016, + "FP": 62489, + "IoU": 0.3598920582260527, + "TN": 76718474, + "TP": 59881, + "n_pred": 122370, + "n_ref": 103897 + }, + "3": { + "Dice": 0.29500614679203907, + "FN": 75213, + "FP": 30878, + "IoU": 0.17302475679720627, + "TN": 76756572, + "TP": 22197, + "n_pred": 53075, + "n_ref": 97410 + }, + "4": { + "Dice": 0.2931905858428781, + "FN": 19980, + "FP": 3655, + "IoU": 0.17177699127448576, + "TN": 76856323, + "TP": 4902, + "n_pred": 8557, + "n_ref": 24882 + }, + "5": { + "Dice": 0.4994658347933849, + "FN": 9911, + "FP": 1802, + "IoU": 0.3328586888420573, + "TN": 76867303, + "TP": 5844, + "n_pred": 7646, + "n_ref": 15755 + }, + "6": { + "Dice": 0.8722226522548993, + "FN": 71836, + "FP": 238504, + "IoU": 0.7733996909929407, + "TN": 75515312, + "TP": 1059208, + "n_pred": 1297712, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.44136108166199517, + "FN": 85179, + "FP": 107152, + "IoU": 0.2831708335196863, + "TN": 76616552, + "TP": 75977, + "n_pred": 183129, + "n_ref": 161156 + }, + "8": { + "Dice": 0.8271112286353037, + "FN": 8492, + "FP": 20276, + "IoU": 0.705191531225021, + "TN": 76787278, + "TP": 68814, + "n_pred": 89090, + "n_ref": 77306 + }, + "9": { + "Dice": 0.49461557316774246, + "FN": 61499, + "FP": 355, + "IoU": 0.32856429517379127, + "TN": 76792738, + "TP": 30268, + "n_pred": 30623, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4924851981175042, + "FN": 74291, + "FP": 29342, + "IoU": 0.32668680765357505, + "TN": 130846017, + "TP": 50282, + "n_pred": 79624, + "n_ref": 124573 + }, + "10": { + "Dice": 0.5447129041524369, + "FN": 14897, + "FP": 56426, + "IoU": 0.37429927449139827, + "TN": 130885943, + "TP": 42666, + "n_pred": 99092, + "n_ref": 57563 + }, + "11": { + "Dice": 0.10669384981311587, + "FN": 5254, + "FP": 4, + "IoU": 0.05635319454414932, + "TN": 130994360, + "TP": 314, + "n_pred": 318, + "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": 0.17718271002344044, + "FN": 69233, + "FP": 16066, + "IoU": 0.09720267138003662, + "TN": 130905449, + "TP": 9184, + "n_pred": 25250, + "n_ref": 78417 + }, + "14": { + "Dice": 0.016546309791970318, + "FN": 938133, + "FP": 11899, + "IoU": 0.008342170968576987, + "TN": 130041908, + "TP": 7992, + "n_pred": 19891, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 3708, + "IoU": 0.0, + "TN": 130970914, + "TP": 0, + "n_pred": 3708, + "n_ref": 25310 + }, + "2": { + "Dice": 0.4454318663214874, + "FN": 147881, + "FP": 28846, + "IoU": 0.28653093851054295, + "TN": 130752231, + "TP": 70974, + "n_pred": 99820, + "n_ref": 218855 + }, + "3": { + "Dice": 0.21172866264736623, + "FN": 243234, + "FP": 53171, + "IoU": 0.11839851046363604, + "TN": 130663720, + "TP": 39807, + "n_pred": 92978, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 20705, + "IoU": 0.0, + "TN": 130976947, + "TP": 0, + "n_pred": 20705, + "n_ref": 2280 + }, + "5": { + "Dice": 0.09682894838361238, + "FN": 22464, + "FP": 948, + "IoU": 0.05087769084201565, + "TN": 130975265, + "TP": 1255, + "n_pred": 2203, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8169076419790281, + "FN": 94208, + "FP": 523849, + "IoU": 0.6904850973304548, + "TN": 129003075, + "TP": 1378800, + "n_pred": 1902649, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.3117041080447665, + "FN": 141025, + "FP": 137390, + "IoU": 0.1846264683400838, + "TN": 130658475, + "TP": 63042, + "n_pred": 200432, + "n_ref": 204067 + }, + "8": { + "Dice": 0.6895129334744406, + "FN": 55984, + "FP": 7093, + "IoU": 0.5261501247032663, + "TN": 130866816, + "TP": 70039, + "n_pred": 77132, + "n_ref": 126023 + }, + "9": { + "Dice": 0.5747383061269307, + "FN": 25813, + "FP": 20663, + "IoU": 0.40325107213476796, + "TN": 130922050, + "TP": 31406, + "n_pred": 52069, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.23109580174863148, + "FN": 46884, + "FP": 23207, + "IoU": 0.13064348084937488, + "TN": 74346074, + "TP": 10533, + "n_pred": 33740, + "n_ref": 57417 + }, + "10": { + "Dice": 0.4697679241044428, + "FN": 51590, + "FP": 9778, + "IoU": 0.30699129334974534, + "TN": 74338145, + "TP": 27185, + "n_pred": 36963, + "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": 0.17167076431486494, + "FN": 92958, + "FP": 7105, + "IoU": 0.09389488554042306, + "TN": 74316266, + "TP": 10369, + "n_pred": 17474, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8642204722503012, + "FN": 28118, + "FP": 16746, + "IoU": 0.7609051326735629, + "TN": 74239057, + "TP": 142777, + "n_pred": 159523, + "n_ref": 170895 + }, + "15": { + "Dice": 0.6886502177068214, + "FN": 10356, + "FP": 370, + "IoU": 0.5251460952718258, + "TN": 74404110, + "TP": 11862, + "n_pred": 12232, + "n_ref": 22218 + }, + "2": { + "Dice": 0.5757268913640966, + "FN": 31193, + "FP": 97859, + "IoU": 0.40422506601665653, + "TN": 74210086, + "TP": 87560, + "n_pred": 185419, + "n_ref": 118753 + }, + "3": { + "Dice": 0.0, + "FN": 131193, + "FP": 19810, + "IoU": 0.0, + "TN": 74275695, + "TP": 0, + "n_pred": 19810, + "n_ref": 131193 + }, + "4": { + "Dice": 0.05211236205551221, + "FN": 29525, + "FP": 4489, + "IoU": 0.026753269049185957, + "TN": 74391749, + "TP": 935, + "n_pred": 5424, + "n_ref": 30460 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 74426650, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "6": { + "Dice": 0.9226972870700868, + "FN": 38777, + "FP": 103446, + "IoU": 0.8564884094282563, + "TN": 73435677, + "TP": 848798, + "n_pred": 952244, + "n_ref": 887575 + }, + "7": { + "Dice": 0.5198008366000064, + "FN": 77383, + "FP": 57734, + "IoU": 0.35116952465101536, + "TN": 74218451, + "TP": 73130, + "n_pred": 130864, + "n_ref": 150513 + }, + "8": { + "Dice": 0.7736142897769592, + "FN": 14669, + "FP": 2048, + "IoU": 0.6308083038869258, + "TN": 74381418, + "TP": 28563, + "n_pred": 30611, + "n_ref": 43232 + }, + "9": { + "Dice": 0.7505078871892925, + "FN": 8651, + "FP": 8051, + "IoU": 0.6006503598498434, + "TN": 74384875, + "TP": 25121, + "n_pred": 33172, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9306226004176116, + "FN": 16054, + "FP": 2486, + "IoU": 0.8702471183522644, + "TN": 106503801, + "TP": 124347, + "n_pred": 126833, + "n_ref": 140401 + }, + "10": { + "Dice": 0.500696718256312, + "FN": 55685, + "FP": 31388, + "IoU": 0.33395292623784717, + "TN": 106515957, + "TP": 43658, + "n_pred": 75046, + "n_ref": 99343 + }, + "11": { + "Dice": 0.044453763891801217, + "FN": 4545, + "FP": 12, + "IoU": 0.022732146686682393, + "TN": 106642025, + "TP": 106, + "n_pred": 118, + "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": 0.14122819068553372, + "FN": 37345, + "FP": 6412, + "IoU": 0.07597930524759793, + "TN": 106599333, + "TP": 3598, + "n_pred": 10010, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8820149355447313, + "FN": 8779, + "FP": 7668, + "IoU": 0.7889326642968059, + "TN": 106568765, + "TP": 61476, + "n_pred": 69144, + "n_ref": 70255 + }, + "15": { + "Dice": 0.6032262098286858, + "FN": 14501, + "FP": 1364, + "IoU": 0.43187108325872875, + "TN": 106618763, + "TP": 12060, + "n_pred": 13424, + "n_ref": 26561 + }, + "2": { + "Dice": 0.009536167086153798, + "FN": 185758, + "FP": 4313, + "IoU": 0.004790927083660582, + "TN": 106455702, + "TP": 915, + "n_pred": 5228, + "n_ref": 186673 + }, + "3": { + "Dice": 0.5701210694692254, + "FN": 22359, + "FP": 170869, + "IoU": 0.39871981976655535, + "TN": 106325327, + "TP": 128133, + "n_pred": 299002, + "n_ref": 150492 + }, + "4": { + "Dice": 0.3316412859560068, + "FN": 8025, + "FP": 270, + "IoU": 0.19878296146044624, + "TN": 106636335, + "TP": 2058, + "n_pred": 2328, + "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": 0.9401389205839764, + "FN": 114958, + "FP": 32462, + "IoU": 0.8870397628923092, + "TN": 105341627, + "TP": 1157641, + "n_pred": 1190103, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.590057457833962, + "FN": 177768, + "FP": 43264, + "IoU": 0.4184975204219887, + "TN": 106266583, + "TP": 159073, + "n_pred": 202337, + "n_ref": 336841 + }, + "8": { + "Dice": 0.7347343669630392, + "FN": 11037, + "FP": 32283, + "IoU": 0.5806957430745107, + "TN": 106543374, + "TP": 59994, + "n_pred": 92277, + "n_ref": 71031 + }, + "9": { + "Dice": 0.3165228241655402, + "FN": 68342, + "FP": 3961, + "IoU": 0.18801729462631253, + "TN": 106557643, + "TP": 16742, + "n_pred": 20703, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8476931161324225, + "FN": 33757, + "FP": 9719, + "IoU": 0.7356487477426533, + "TN": 107962465, + "TP": 120987, + "n_pred": 130706, + "n_ref": 154744 + }, + "10": { + "Dice": 0.7565025413477551, + "FN": 11410, + "FP": 33479, + "IoU": 0.608366777176758, + "TN": 108012308, + "TP": 69731, + "n_pred": 103210, + "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": 0.17956939990838297, + "FN": 3582, + "FP": 0, + "IoU": 0.09864116758933066, + "TN": 108122954, + "TP": 392, + "n_pred": 392, + "n_ref": 3974 + }, + "13": { + "Dice": 0.44138491547464237, + "FN": 50268, + "FP": 18464, + "IoU": 0.28319045533237386, + "TN": 108031042, + "TP": 27154, + "n_pred": 45618, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7033422610801547, + "FN": 5623, + "FP": 23286, + "IoU": 0.5424270722866775, + "TN": 108063749, + "TP": 34270, + "n_pred": 57556, + "n_ref": 39893 + }, + "15": { + "Dice": 0.4745321725207645, + "FN": 17747, + "FP": 3257, + "IoU": 0.3110732091314616, + "TN": 108096440, + "TP": 9484, + "n_pred": 12741, + "n_ref": 27231 + }, + "2": { + "Dice": 0.6203198455339154, + "FN": 72170, + "FP": 72558, + "IoU": 0.4496113418214454, + "TN": 107863972, + "TP": 118228, + "n_pred": 190786, + "n_ref": 190398 + }, + "3": { + "Dice": 0.5626717382037577, + "FN": 114437, + "FP": 18935, + "IoU": 0.39147058689333897, + "TN": 107907757, + "TP": 85799, + "n_pred": 104734, + "n_ref": 200236 + }, + "4": { + "Dice": 0.09190409510473524, + "FN": 31701, + "FP": 76, + "IoU": 0.04816534371723828, + "TN": 108093543, + "TP": 1608, + "n_pred": 1684, + "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": 0.9503362068316791, + "FN": 90234, + "FP": 54958, + "IoU": 0.9053719991266632, + "TN": 106592583, + "TP": 1389153, + "n_pred": 1444111, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.6050442526036575, + "FN": 106294, + "FP": 89655, + "IoU": 0.4337372377102003, + "TN": 107780889, + "TP": 150090, + "n_pred": 239745, + "n_ref": 256384 + }, + "8": { + "Dice": 0.7776678162643075, + "FN": 4274, + "FP": 17967, + "IoU": 0.6362164284078642, + "TN": 108065790, + "TP": 38897, + "n_pred": 56864, + "n_ref": 43171 + }, + "9": { + "Dice": 0.6809836651251414, + "FN": 27428, + "FP": 4718, + "IoU": 0.516281449380041, + "TN": 108060472, + "TP": 34310, + "n_pred": 39028, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5494441053051533, + "FN": 67339, + "FP": 26396, + "IoU": 0.37878175347440834, + "TN": 62419271, + "TP": 57154, + "n_pred": 83550, + "n_ref": 124493 + }, + "10": { + "Dice": 0.6097194167170429, + "FN": 17793, + "FP": 35147, + "IoU": 0.4385585356283075, + "TN": 62475867, + "TP": 41353, + "n_pred": 76500, + "n_ref": 59146 + }, + "11": { + "Dice": 0.21551362683438155, + "FN": 1795, + "FP": 76, + "IoU": 0.12077067669172932, + "TN": 62568032, + "TP": 257, + "n_pred": 333, + "n_ref": 2052 + }, + "12": { + "Dice": 0.3633250903557162, + "FN": 3312, + "FP": 35, + "IoU": 0.22198977219897723, + "TN": 62565858, + "TP": 955, + "n_pred": 990, + "n_ref": 4267 + }, + "13": { + "Dice": 0.5616679791502607, + "FN": 19242, + "FP": 15825, + "IoU": 0.3904995307122745, + "TN": 62512626, + "TP": 22467, + "n_pred": 38292, + "n_ref": 41709 + }, + "14": { + "Dice": 0.7112600545937635, + "FN": 158752, + "FP": 126, + "IoU": 0.551903475273718, + "TN": 62215598, + "TP": 195684, + "n_pred": 195810, + "n_ref": 354436 + }, + "15": { + "Dice": 0.10774309723889555, + "FN": 85954, + "FP": 3236, + "IoU": 0.056938937351308484, + "TN": 62475585, + "TP": 5385, + "n_pred": 8621, + "n_ref": 91339 + }, + "2": { + "Dice": 0.5582877654399678, + "FN": 92123, + "FP": 26380, + "IoU": 0.38723938942665675, + "TN": 62376768, + "TP": 74889, + "n_pred": 101269, + "n_ref": 167012 + }, + "3": { + "Dice": 0.5238922519251462, + "FN": 113018, + "FP": 45384, + "IoU": 0.35491464129797357, + "TN": 62324608, + "TP": 87150, + "n_pred": 132534, + "n_ref": 200168 + }, + "4": { + "Dice": 0.3197475522000708, + "FN": 18059, + "FP": 5007, + "IoU": 0.19029732860603082, + "TN": 62541673, + "TP": 5421, + "n_pred": 10428, + "n_ref": 23480 + }, + "5": { + "Dice": 0.0, + "FN": 8175, + "FP": 198, + "IoU": 0.0, + "TN": 62561787, + "TP": 0, + "n_pred": 198, + "n_ref": 8175 + }, + "6": { + "Dice": 0.8985870604483162, + "FN": 104203, + "FP": 201269, + "IoU": 0.8158493769049732, + "TN": 60911344, + "TP": 1353344, + "n_pred": 1554613, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.5477332556654606, + "FN": 65158, + "FP": 136709, + "IoU": 0.3771574731723572, + "TN": 62246054, + "TP": 122239, + "n_pred": 258948, + "n_ref": 187397 + }, + "8": { + "Dice": 0.7389720183605197, + "FN": 13133, + "FP": 27129, + "IoU": 0.5860076295846914, + "TN": 62472907, + "TP": 56991, + "n_pred": 84120, + "n_ref": 70124 + }, + "9": { + "Dice": 0.5156996700034213, + "FN": 26233, + "FP": 17648, + "IoU": 0.34743620248646717, + "TN": 62502916, + "TP": 23363, + "n_pred": 41011, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6656438543706321, + "FN": 113453, + "FP": 54573, + "IoU": 0.4988502181752023, + "TN": 55045967, + "TP": 167255, + "n_pred": 221828, + "n_ref": 280708 + }, + "10": { + "Dice": 0.67802844142873, + "FN": 12417, + "FP": 48510, + "IoU": 0.5128918523493152, + "TN": 55256169, + "TP": 64152, + "n_pred": 112662, + "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": 0.3460668991149086, + "FN": 36807, + "FP": 31461, + "IoU": 0.20923875272204975, + "TN": 55294916, + "TP": 18064, + "n_pred": 49525, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8262932998102795, + "FN": 23541, + "FP": 6582, + "IoU": 0.7040032230170584, + "TN": 55279480, + "TP": 71645, + "n_pred": 78227, + "n_ref": 95186 + }, + "15": { + "Dice": 0.6861940406346637, + "FN": 40373, + "FP": 3059, + "IoU": 0.5222948151081194, + "TN": 55290330, + "TP": 47486, + "n_pred": 50545, + "n_ref": 87859 + }, + "2": { + "Dice": 0.49149266208882814, + "FN": 93659, + "FP": 116801, + "IoU": 0.32581390208508854, + "TN": 55069079, + "TP": 101709, + "n_pred": 218510, + "n_ref": 195368 + }, + "3": { + "Dice": 0.20615312407428069, + "FN": 157096, + "FP": 49251, + "IoU": 0.11492236424465986, + "TN": 55148108, + "TP": 26793, + "n_pred": 76044, + "n_ref": 183889 + }, + "4": { + "Dice": 0.31023280996210073, + "FN": 5690, + "FP": 1954, + "IoU": 0.1835950016020506, + "TN": 55371885, + "TP": 1719, + "n_pred": 3673, + "n_ref": 7409 + }, + "5": { + "Dice": 0.07047553882996921, + "FN": 5434, + "FP": 0, + "IoU": 0.03652482269503546, + "TN": 55375608, + "TP": 206, + "n_pred": 206, + "n_ref": 5640 + }, + "6": { + "Dice": 0.8872221058485681, + "FN": 173092, + "FP": 163940, + "IoU": 0.7973038559731047, + "TN": 53718503, + "TP": 1325713, + "n_pred": 1489653, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.6020684548215075, + "FN": 54109, + "FP": 106029, + "IoU": 0.4306852198149899, + "TN": 55099966, + "TP": 121144, + "n_pred": 227173, + "n_ref": 175253 + }, + "8": { + "Dice": 0.8828497736254248, + "FN": 7175, + "FP": 3408, + "IoU": 0.7902695204122077, + "TN": 55330788, + "TP": 39877, + "n_pred": 43285, + "n_ref": 47052 + }, + "9": { + "Dice": 0.7463774683059944, + "FN": 13855, + "FP": 11332, + "IoU": 0.5953765582829971, + "TN": 55319000, + "TP": 37061, + "n_pred": 48393, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7524992808826122, + "FN": 85995, + "FP": 47372, + "IoU": 0.6032054886629714, + "TN": 110810504, + "TP": 202744, + "n_pred": 250116, + "n_ref": 288739 + }, + "10": { + "Dice": 0.6160813823857302, + "FN": 29222, + "FP": 36898, + "IoU": 0.44517168462390494, + "TN": 111027443, + "TP": 53052, + "n_pred": 89950, + "n_ref": 82274 + }, + "11": { + "Dice": 0.4902738432483475, + "FN": 2336, + "FP": 363, + "IoU": 0.3247435576682512, + "TN": 111142618, + "TP": 1298, + "n_pred": 1661, + "n_ref": 3634 + }, + "12": { + "Dice": 0.004500160720025715, + "FN": 3097, + "FP": 0, + "IoU": 0.0022551546391752575, + "TN": 111143511, + "TP": 7, + "n_pred": 7, + "n_ref": 3104 + }, + "13": { + "Dice": 0.21989440439740593, + "FN": 53473, + "FP": 11243, + "IoU": 0.12352885409753918, + "TN": 111072778, + "TP": 9121, + "n_pred": 20364, + "n_ref": 62594 + }, + "14": { + "Dice": 0.7011585851774659, + "FN": 18240, + "FP": 1260, + "IoU": 0.5398338682272985, + "TN": 111104239, + "TP": 22876, + "n_pred": 24136, + "n_ref": 41116 + }, + "15": { + "Dice": 0.34173233453319063, + "FN": 20095, + "FP": 204, + "IoU": 0.2060779098873592, + "TN": 111121047, + "TP": 5269, + "n_pred": 5473, + "n_ref": 25364 + }, + "2": { + "Dice": 0.5457790192427064, + "FN": 85547, + "FP": 31533, + "IoU": 0.3753067975669619, + "TN": 110959195, + "TP": 70340, + "n_pred": 101873, + "n_ref": 155887 + }, + "3": { + "Dice": 0.5887722880120351, + "FN": 124019, + "FP": 44366, + "IoU": 0.41720573016713564, + "TN": 110857688, + "TP": 120542, + "n_pred": 164908, + "n_ref": 244561 + }, + "4": { + "Dice": 0.08406617975853331, + "FN": 17992, + "FP": 443, + "IoU": 0.04387739225143924, + "TN": 111127334, + "TP": 846, + "n_pred": 1289, + "n_ref": 18838 + }, + "5": { + "Dice": 0.057852923202281525, + "FN": 4625, + "FP": 0, + "IoU": 0.029788126704426265, + "TN": 111141848, + "TP": 142, + "n_pred": 142, + "n_ref": 4767 + }, + "6": { + "Dice": 0.919293578344682, + "FN": 94132, + "FP": 171012, + "IoU": 0.8506413582114186, + "TN": 109371398, + "TP": 1510073, + "n_pred": 1681085, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.1983900450997138, + "FN": 325737, + "FP": 102265, + "IoU": 0.11011819986901333, + "TN": 110665650, + "TP": 52963, + "n_pred": 155228, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8192266919600514, + "FN": 7134, + "FP": 25266, + "IoU": 0.6938052261021594, + "TN": 111040800, + "TP": 73415, + "n_pred": 98681, + "n_ref": 80549 + }, + "9": { + "Dice": 0.4958754622326808, + "FN": 36678, + "FP": 2312, + "IoU": 0.32967713096998247, + "TN": 111088449, + "TP": 19176, + "n_pred": 21488, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8645767398474198, + "FN": 20527, + "FP": 36383, + "IoU": 0.7614576609353911, + "TN": 96882451, + "TP": 181664, + "n_pred": 218047, + "n_ref": 202191 + }, + "10": { + "Dice": 0.48037908496732024, + "FN": 37652, + "FP": 41850, + "IoU": 0.31611771081539086, + "TN": 97004774, + "TP": 36749, + "n_pred": 78599, + "n_ref": 74401 + }, + "11": { + "Dice": 0.12699905926622765, + "FN": 3642, + "FP": 70, + "IoU": 0.06780512305374184, + "TN": 97117043, + "TP": 270, + "n_pred": 340, + "n_ref": 3912 + }, + "12": { + "Dice": 0.03130240357741755, + "FN": 5199, + "FP": 0, + "IoU": 0.01590005678591709, + "TN": 97115742, + "TP": 84, + "n_pred": 84, + "n_ref": 5283 + }, + "13": { + "Dice": 0.403964545101409, + "FN": 34212, + "FP": 16423, + "IoU": 0.25310499454228985, + "TN": 97053231, + "TP": 17159, + "n_pred": 33582, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8591934181177524, + "FN": 30651, + "FP": 2996, + "IoU": 0.7531455653947455, + "TN": 96984722, + "TP": 102656, + "n_pred": 105652, + "n_ref": 133307 + }, + "15": { + "Dice": 0.6424203723054298, + "FN": 35300, + "FP": 1658, + "IoU": 0.4732100859500834, + "TN": 97050868, + "TP": 33199, + "n_pred": 34857, + "n_ref": 68499 + }, + "2": { + "Dice": 0.5172799193530714, + "FN": 96582, + "FP": 35580, + "IoU": 0.3488722693546957, + "TN": 96918051, + "TP": 70812, + "n_pred": 106392, + "n_ref": 167394 + }, + "3": { + "Dice": 0.5433292767258965, + "FN": 110239, + "FP": 74008, + "IoU": 0.3729938880797136, + "TN": 96827173, + "TP": 109605, + "n_pred": 183613, + "n_ref": 219844 + }, + "4": { + "Dice": 0.0, + "FN": 17233, + "FP": 1748, + "IoU": 0.0, + "TN": 97102044, + "TP": 0, + "n_pred": 1748, + "n_ref": 17233 + }, + "5": { + "Dice": 0.019635787806809184, + "FN": 12334, + "FP": 48, + "IoU": 0.009915240684471454, + "TN": 97108519, + "TP": 124, + "n_pred": 172, + "n_ref": 12458 + }, + "6": { + "Dice": 0.8948860972669272, + "FN": 108317, + "FP": 239215, + "IoU": 0.8097682013173229, + "TN": 95294138, + "TP": 1479355, + "n_pred": 1718570, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.6642442516392251, + "FN": 128056, + "FP": 72827, + "IoU": 0.4972797253198262, + "TN": 96721433, + "TP": 198709, + "n_pred": 271536, + "n_ref": 326765 + }, + "8": { + "Dice": 0.778587572056172, + "FN": 23458, + "FP": 20137, + "IoU": 0.6374485425589421, + "TN": 97000780, + "TP": 76650, + "n_pred": 96787, + "n_ref": 100108 + }, + "9": { + "Dice": 0.6017485679831173, + "FN": 52531, + "FP": 4272, + "IoU": 0.43035791289348857, + "TN": 97021308, + "TP": 42914, + "n_pred": 47186, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7843927290986078, + "FN": 69038, + "FP": 1383, + "IoU": 0.6452682111032193, + "TN": 78857886, + "TP": 128098, + "n_pred": 129481, + "n_ref": 197136 + }, + "10": { + "Dice": 0.6857848164227772, + "FN": 37173, + "FP": 13996, + "IoU": 0.5218207984449761, + "TN": 78949397, + "TP": 55839, + "n_pred": 69835, + "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": 0.4933370217393378, + "FN": 39616, + "FP": 13499, + "IoU": 0.3274368779598349, + "TN": 78977431, + "TP": 25859, + "n_pred": 39358, + "n_ref": 65475 + }, + "14": { + "Dice": 0.59745803652206, + "FN": 3868, + "FP": 41961, + "IoU": 0.4259822893573316, + "TN": 78976566, + "TP": 34010, + "n_pred": 75971, + "n_ref": 37878 + }, + "15": { + "Dice": 0.1681951149476858, + "FN": 33846, + "FP": 12503, + "IoU": 0.09181933966885471, + "TN": 79005370, + "TP": 4686, + "n_pred": 17189, + "n_ref": 38532 + }, + "2": { + "Dice": 0.6170143437147679, + "FN": 18068, + "FP": 99468, + "IoU": 0.44614659661192657, + "TN": 78844190, + "TP": 94679, + "n_pred": 194147, + "n_ref": 112747 + }, + "3": { + "Dice": 0.05018733667075974, + "FN": 118192, + "FP": 2476, + "IoU": 0.02573956853119752, + "TN": 78932549, + "TP": 3188, + "n_pred": 5664, + "n_ref": 121380 + }, + "4": { + "Dice": 0.5014921737011998, + "FN": 4365, + "FP": 3820, + "IoU": 0.3346610307267111, + "TN": 79044103, + "TP": 4117, + "n_pred": 7937, + "n_ref": 8482 + }, + "5": { + "Dice": 0.34998513232233125, + "FN": 3781, + "FP": 591, + "IoU": 0.21211029014236799, + "TN": 79050856, + "TP": 1177, + "n_pred": 1768, + "n_ref": 4958 + }, + "6": { + "Dice": 0.922997682592334, + "FN": 92920, + "FP": 111597, + "IoU": 0.8570062177897446, + "TN": 77626154, + "TP": 1225734, + "n_pred": 1337331, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.5950984522595237, + "FN": 259264, + "FP": 32900, + "IoU": 0.42358729920728555, + "TN": 78549539, + "TP": 214702, + "n_pred": 247602, + "n_ref": 473966 + }, + "8": { + "Dice": 0.6741163055872292, + "FN": 6401, + "FP": 17892, + "IoU": 0.5084279325765394, + "TN": 79006986, + "TP": 25126, + "n_pred": 43018, + "n_ref": 31527 + }, + "9": { + "Dice": 0.71464905153838, + "FN": 30829, + "FP": 1483, + "IoU": 0.5559952730370736, + "TN": 78983631, + "TP": 40462, + "n_pred": 41945, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8695005609232187, + "FN": 33455, + "FP": 26569, + "IoU": 0.7691295819069964, + "TN": 122451950, + "TP": 199966, + "n_pred": 226535, + "n_ref": 233421 + }, + "10": { + "Dice": 0.5873535499165796, + "FN": 31362, + "FP": 79689, + "IoU": 0.4157824131309677, + "TN": 122521855, + "TP": 79034, + "n_pred": 158723, + "n_ref": 110396 + }, + "11": { + "Dice": 0.07565337001375516, + "FN": 4017, + "FP": 15, + "IoU": 0.039313795568263046, + "TN": 122707743, + "TP": 165, + "n_pred": 180, + "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": 0.04864427262381059, + "FN": 51727, + "FP": 29358, + "IoU": 0.024928449457658916, + "TN": 122628782, + "TP": 2073, + "n_pred": 31431, + "n_ref": 53800 + }, + "14": { + "Dice": 0.761338073431349, + "FN": 31884, + "FP": 15646, + "IoU": 0.6146455760858108, + "TN": 122588599, + "TP": 75811, + "n_pred": 91457, + "n_ref": 107695 + }, + "15": { + "Dice": 0.7550867888138862, + "FN": 19768, + "FP": 550, + "IoU": 0.60653769437828, + "TN": 122660301, + "TP": 31321, + "n_pred": 31871, + "n_ref": 51089 + }, + "2": { + "Dice": 0.22035774631474683, + "FN": 106685, + "FP": 107411, + "IoU": 0.12382137244630696, + "TN": 122467588, + "TP": 30256, + "n_pred": 137667, + "n_ref": 136941 + }, + "3": { + "Dice": 0.6604648644258234, + "FN": 23907, + "FP": 101502, + "IoU": 0.49305527483810463, + "TN": 122464558, + "TP": 121973, + "n_pred": 223475, + "n_ref": 145880 + }, + "4": { + "Dice": 0.001490590646543693, + "FN": 65423, + "FP": 4244, + "IoU": 0.0007458512026850643, + "TN": 122642221, + "TP": 52, + "n_pred": 4296, + "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": 0.900367096210915, + "FN": 97938, + "FP": 259018, + "IoU": 0.8187887913397779, + "TN": 120742106, + "TP": 1612878, + "n_pred": 1871896, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.44143997877492513, + "FN": 343269, + "FP": 220947, + "IoU": 0.28323578993636706, + "TN": 121924769, + "TP": 222955, + "n_pred": 443902, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8452233788139607, + "FN": 26710, + "FP": 13481, + "IoU": 0.7319366908778038, + "TN": 122562009, + "TP": 109740, + "n_pred": 123221, + "n_ref": 136450 + }, + "9": { + "Dice": 0.542696264021996, + "FN": 43856, + "FP": 8203, + "IoU": 0.3723974972573509, + "TN": 122628991, + "TP": 30890, + "n_pred": 39093, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_003/summary_cross_val.json b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_003/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..185af8a95a7c08b4b36b27e67a05b3d86dbe0055 --- /dev/null +++ b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_003/summary_cross_val.json @@ -0,0 +1,13320 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.2121331592967792, + "FN": 1341.0583333333334, + "FP": 506.5625, + "IoU": 0.16590126348354567, + "TN": 227113.05416666667, + "TP": 1031.325, + "n_pred": 1537.8875, + "n_ref": 2372.383333333333 + }, + "mean": { + "1": { + "Dice": 0.16104206025653772, + "FN": 249.375, + "FP": 1770.875, + "IoU": 0.13478695073235686, + "TN": 227465.625, + "TP": 506.125, + "n_pred": 2277.0, + "n_ref": 755.5 + }, + "10": { + "Dice": 0.03126307859713736, + "FN": 185.4375, + "FP": 549.0, + "IoU": 0.016674107142857143, + "TN": 229210.875, + "TP": 46.6875, + "n_pred": 595.6875, + "n_ref": 232.125 + }, + "11": { + "Dice": 0.0, + "FN": 220.875, + "FP": 0.0, + "IoU": 0.0, + "TN": 229771.125, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 220.875 + }, + "12": { + "Dice": 0.0, + "FN": 0.0, + "FP": 147.5, + "IoU": 0.0, + "TN": 229844.5, + "TP": 0.0, + "n_pred": 147.5, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.031448770550005556, + "FN": 1102.0625, + "FP": 469.9375, + "IoU": 0.016238132671856746, + "TN": 228367.25, + "TP": 52.75, + "n_pred": 522.6875, + "n_ref": 1154.8125 + }, + "14": { + "Dice": 0.8200966850828729, + "FN": 14.75, + "FP": 245.75, + "IoU": 0.6950541410594089, + "TN": 229137.75, + "TP": 593.75, + "n_pred": 839.5, + "n_ref": 608.5 + }, + "15": { + "Dice": 0.4751478371808355, + "FN": 1085.1875, + "FP": 817.5, + "IoU": 0.31160255975397416, + "TN": 227228.0625, + "TP": 861.25, + "n_pred": 1678.75, + "n_ref": 1946.4375 + }, + "2": { + "Dice": 0.48317863237639996, + "FN": 1781.5625, + "FP": 93.6875, + "IoU": 0.41554897032422317, + "TN": 226982.75, + "TP": 1134.0, + "n_pred": 1227.6875, + "n_ref": 2915.5625 + }, + "3": { + "Dice": 0.0, + "FN": 0.0, + "FP": 536.3125, + "IoU": 0.0, + "TN": 229455.6875, + "TP": 0.0, + "n_pred": 536.3125, + "n_ref": 0.0 + }, + "4": { + "Dice": 0.21332479180012812, + "FN": 147.125, + "FP": 6.375, + "IoU": 0.11939763356041593, + "TN": 229817.6875, + "TP": 20.8125, + "n_pred": 27.1875, + "n_ref": 167.9375 + }, + "5": { + "Dice": 0.0005503274448296736, + "FN": 2263.5625, + "FP": 12.375, + "IoU": 0.0002753910552985239, + "TN": 227714.1875, + "TP": 1.875, + "n_pred": 14.25, + "n_ref": 2265.4375 + }, + "6": { + "Dice": 0.3830074007528698, + "FN": 6665.8125, + "FP": 1477.6875, + "IoU": 0.3153359016070384, + "TN": 211194.6875, + "TP": 10653.8125, + "n_pred": 12131.5, + "n_ref": 17319.625 + }, + "7": { + "Dice": 0.10147883549599213, + "FN": 4606.8125, + "FP": 185.875, + "IoU": 0.06335972235926814, + "TN": 224849.625, + "TP": 349.6875, + "n_pred": 535.5625, + "n_ref": 4956.5 + }, + "8": { + "Dice": 0.3197429273965185, + "FN": 925.125, + "FP": 579.375, + "IoU": 0.3072173037886154, + "TN": 227361.875, + "TP": 1125.625, + "n_pred": 1705.0, + "n_ref": 2050.75 + }, + "9": { + "Dice": 0.1617160425175612, + "FN": 868.1875, + "FP": 706.1875, + "IoU": 0.09302813819787233, + "TN": 228294.125, + "TP": 123.5, + "n_pred": 829.6875, + "n_ref": 991.6875 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 21509, + "IoU": 0.0, + "TN": 153723, + "TP": 0, + "n_pred": 21509, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1256, + "IoU": 0.0, + "TN": 173976, + "TP": 0, + "n_pred": 1256, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 3534, + "FP": 0, + "IoU": 0.0, + "TN": 171698, + "TP": 0, + "n_pred": 0, + "n_ref": 3534 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 175190, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "13": { + "Dice": 0.058091286307053944, + "FN": 908, + "FP": 0, + "IoU": 0.029914529914529916, + "TN": 174296, + "TP": 28, + "n_pred": 28, + "n_ref": 936 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0002361553902467824, + "FN": 16934, + "FP": 0, + "IoU": 0.00011809163911195088, + "TN": 158296, + "TP": 2, + "n_pred": 2, + "n_ref": 16936 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8286, + "IoU": 0.0, + "TN": 166946, + "TP": 0, + "n_pred": 8286, + "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": 44, + "IoU": 0.0, + "TN": 175188, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "6": { + "Dice": 0.7252177397494373, + "FN": 22168, + "FP": 1147, + "IoU": 0.5688953810879775, + "TN": 121150, + "TP": 30767, + "n_pred": 31914, + "n_ref": 52935 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 280, + "IoU": 0.0, + "TN": 174952, + "TP": 0, + "n_pred": 280, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.17851239669421487, + "FN": 2486, + "FP": 496, + "IoU": 0.09800362976406533, + "TN": 171926, + "TP": 324, + "n_pred": 820, + "n_ref": 2810 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 175199, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 35, + "FP": 0, + "IoU": 0.0, + "TN": 175197, + "TP": 0, + "n_pred": 0, + "n_ref": 35 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.07035175879396985, + "FN": 370, + "FP": 0, + "IoU": 0.036458333333333336, + "TN": 174848, + "TP": 14, + "n_pred": 14, + "n_ref": 384 + }, + "7": { + "Dice": 0.06783072082542022, + "FN": 65701, + "FP": 71, + "IoU": 0.03510599281156018, + "TN": 107067, + "TP": 2393, + "n_pred": 2464, + "n_ref": 68094 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.8200966850828729, + "FN": 236, + "FP": 3932, + "IoU": 0.6950541410594089, + "TN": 161564, + "TP": 9500, + "n_pred": 13432, + "n_ref": 9736 + }, + "15": { + "Dice": 0.4751478371808355, + "FN": 17363, + "FP": 13080, + "IoU": 0.31160255975397416, + "TN": 131009, + "TP": 13780, + "n_pred": 26860, + "n_ref": 31143 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.12505231438854944, + "FN": 2932, + "FP": 7521, + "IoU": 0.06669642857142857, + "TN": 164032, + "TP": 747, + "n_pred": 8268, + "n_ref": 3679 + }, + "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": 258, + "IoU": 0.0, + "TN": 174974, + "TP": 0, + "n_pred": 258, + "n_ref": 0 + }, + "13": { + "Dice": 0.06770379589296827, + "FN": 16725, + "FP": 5748, + "IoU": 0.03503800077289707, + "TN": 151943, + "TP": 816, + "n_pred": 6564, + "n_ref": 17541 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.21332479180012812, + "FN": 2354, + "FP": 102, + "IoU": 0.11939763356041593, + "TN": 172443, + "TP": 333, + "n_pred": 435, + "n_ref": 2687 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 175143, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 516, + "FP": 9, + "IoU": 0.0, + "TN": 174707, + "TP": 0, + "n_pred": 9, + "n_ref": 516 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1309, + "IoU": 0.0, + "TN": 173923, + "TP": 0, + "n_pred": 1309, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 13366, + "FP": 9109, + "IoU": 0.0, + "TN": 152757, + "TP": 0, + "n_pred": 9109, + "n_ref": 13366 + }, + "9": { + "Dice": 0.3066357308584687, + "FN": 5853, + "FP": 1618, + "IoU": 0.18108078482955167, + "TN": 166109, + "TP": 1652, + "n_pred": 3270, + "n_ref": 7505 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8052103012826887, + "FN": 3811, + "FP": 107, + "IoU": 0.6739347536617842, + "TN": 163216, + "TP": 8098, + "n_pred": 8205, + "n_ref": 11909 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 350457, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.8600930773705643, + "FN": 154, + "FP": 808, + "IoU": 0.7545292166368972, + "TN": 346545, + "TP": 2957, + "n_pred": 3765, + "n_ref": 3111 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 167, + "IoU": 0.0, + "TN": 350297, + "TP": 0, + "n_pred": 167, + "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": 0.43956345665454044, + "FN": 8007, + "FP": 158, + "IoU": 0.2816926189847805, + "TN": 339097, + "TP": 3202, + "n_pred": 3360, + "n_ref": 11209 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3094, + "IoU": 0.0, + "TN": 172138, + "TP": 0, + "n_pred": 3094, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1895, + "IoU": 0.0, + "TN": 173337, + "TP": 0, + "n_pred": 1895, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1770, + "IoU": 0.0, + "TN": 173462, + "TP": 0, + "n_pred": 1770, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 175159, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.001650982334489021, + "FN": 36217, + "FP": 65, + "IoU": 0.0008261731658955717, + "TN": 138920, + "TP": 30, + "n_pred": 95, + "n_ref": 36247 + }, + "6": { + "Dice": 0.00660843144701861, + "FN": 5212, + "FP": 20944, + "IoU": 0.003315169759554929, + "TN": 148989, + "TP": 87, + "n_pred": 21031, + "n_ref": 5299 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 1156, + "IoU": 0.0, + "TN": 174075, + "TP": 0, + "n_pred": 1156, + "n_ref": 1 + }, + "8": { + "Dice": 0.9592287821895555, + "FN": 1370, + "FP": 161, + "IoU": 0.9216519113658461, + "TN": 155691, + "TP": 18010, + "n_pred": 18171, + "n_ref": 19380 + }, + "9": { + "Dice": 0.0, + "FN": 5552, + "FP": 9185, + "IoU": 0.0, + "TN": 160495, + "TP": 0, + "n_pred": 9185, + "n_ref": 5552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 165, + "IoU": 0.0, + "TN": 350299, + "TP": 0, + "n_pred": 165, + "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": 0.6273237341986074, + "FN": 10785, + "FP": 241, + "IoU": 0.4570077809514429, + "TN": 330158, + "TP": 9280, + "n_pred": 9521, + "n_ref": 20065 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 350409, + "TP": 0, + "n_pred": 55, + "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": 0.5422228001170237, + "FN": 69116, + "FP": 1297, + "IoU": 0.37195176338369873, + "TN": 238350, + "TP": 41701, + "n_pred": 42998, + "n_ref": 110817 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 66, + "FP": 0, + "IoU": 0.0, + "TN": 350398, + "TP": 0, + "n_pred": 0, + "n_ref": 66 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 179, + "FP": 3591, + "IoU": 0.0, + "TN": 521926, + "TP": 0, + "n_pred": 3591, + "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": 0.9282401949225811, + "FN": 632, + "FP": 281, + "IoU": 0.8660897623936639, + "TN": 518878, + "TP": 5905, + "n_pred": 6186, + "n_ref": 6537 + }, + "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": 0.953643674409769, + "FN": 9271, + "FP": 246, + "IoU": 0.9113947620776658, + "TN": 418287, + "TP": 97892, + "n_pred": 98138, + "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_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": NaN, + "FN": 1784.1166666666666, + "FP": 613.175, + "IoU": NaN, + "TN": 204463.1625, + "TP": 1227.5458333333333, + "n_pred": 1840.7208333333333, + "n_ref": 3011.6625 + }, + "mean": { + "1": { + "Dice": 0.10062118968724829, + "FN": 124.3125, + "FP": 991.5625, + "IoU": 0.058739066052328814, + "TN": 206861.5625, + "TP": 110.5625, + "n_pred": 1102.125, + "n_ref": 234.875 + }, + "10": { + "Dice": 0.2507331394491228, + "FN": 984.75, + "FP": 2014.5, + "IoU": 0.18670914803264815, + "TN": 203570.625, + "TP": 1518.125, + "n_pred": 3532.625, + "n_ref": 2502.875 + }, + "11": { + "Dice": 0.0, + "FN": 122.9375, + "FP": 0.0, + "IoU": 0.0, + "TN": 207965.0625, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 122.9375 + }, + "12": { + "Dice": 0.0, + "FN": 89.125, + "FP": 0.0, + "IoU": 0.0, + "TN": 207998.875, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 89.125 + }, + "13": { + "Dice": 0.2161970849470555, + "FN": 2158.5, + "FP": 796.9375, + "IoU": 0.13612727727451504, + "TN": 204526.1875, + "TP": 606.375, + "n_pred": 1403.3125, + "n_ref": 2764.875 + }, + "14": { + "Dice": 0.7267903795166847, + "FN": 604.4375, + "FP": 2553.625, + "IoU": 0.5996249846907883, + "TN": 200751.8125, + "TP": 4178.125, + "n_pred": 6731.75, + "n_ref": 4782.5625 + }, + "15": { + "Dice": 0.11213314553450804, + "FN": 2768.625, + "FP": 25.625, + "IoU": 0.06314750064750065, + "TN": 205049.9375, + "TP": 243.8125, + "n_pred": 269.4375, + "n_ref": 3012.4375 + }, + "2": { + "Dice": 0.41896616772749967, + "FN": 2274.4375, + "FP": 330.3125, + "IoU": 0.3402046407305526, + "TN": 203300.6875, + "TP": 2182.5625, + "n_pred": 2512.875, + "n_ref": 4457.0 + }, + "3": { + "Dice": 0.10207781172233799, + "FN": 6143.875, + "FP": 107.875, + "IoU": 0.06852649164029499, + "TN": 200259.5625, + "TP": 1576.6875, + "n_pred": 1684.5625, + "n_ref": 7720.5625 + }, + "4": { + "Dice": 0.0, + "FN": 891.75, + "FP": 0.0, + "IoU": 0.0, + "TN": 207196.25, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 891.75 + }, + "5": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 208088.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.7037699184055141, + "FN": 1286.9375, + "FP": 1255.1875, + "IoU": 0.6106549492740037, + "TN": 198623.0625, + "TP": 6922.8125, + "n_pred": 8178.0, + "n_ref": 8209.75 + }, + "7": { + "Dice": 0.05172856661989268, + "FN": 8940.1875, + "FP": 940.0, + "IoU": 0.030194575379249283, + "TN": 198020.5625, + "TP": 187.25, + "n_pred": 1127.25, + "n_ref": 9127.4375 + }, + "8": { + "Dice": 0.2265625, + "FN": 0.625, + "FP": 30.25, + "IoU": 0.20714285714285716, + "TN": 208051.6875, + "TP": 5.4375, + "n_pred": 35.6875, + "n_ref": 6.0625 + }, + "9": { + "Dice": 0.3038439568376342, + "FN": 371.25, + "FP": 151.75, + "IoU": 0.2321314032036409, + "TN": 206683.5625, + "TP": 881.4375, + "n_pred": 1033.1875, + "n_ref": 1252.6875 + } + }, + "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": 0.6806852893001019, + "FN": 5023, + "FP": 2190, + "IoU": 0.5159385276155962, + "TN": 160331, + "TP": 7688, + "n_pred": 9878, + "n_ref": 12711 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 11, + "IoU": 0.0, + "TN": 175221, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5506581413044713, + "FN": 1860, + "FP": 37705, + "IoU": 0.3799366850551655, + "TN": 111424, + "TP": 24243, + "n_pred": 61948, + "n_ref": 26103 + }, + "15": { + "Dice": 0.0, + "FN": 17721, + "FP": 0, + "IoU": 0.0, + "TN": 157511, + "TP": 0, + "n_pred": 0, + "n_ref": 17721 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 175205, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "10": { + "Dice": 0.7027149835283426, + "FN": 3096, + "FP": 7372, + "IoU": 0.5416812609457092, + "TN": 152392, + "TP": 12372, + "n_pred": 19744, + "n_ref": 15468 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.37533124548301616, + "FN": 1755, + "FP": 3431, + "IoU": 0.23102016607354686, + "TN": 168488, + "TP": 1558, + "n_pred": 4989, + "n_ref": 3313 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7867416101835014, + "FN": 402, + "FP": 4758, + "IoU": 0.6484534677749012, + "TN": 160554, + "TP": 9518, + "n_pred": 14276, + "n_ref": 9920 + }, + "7": { + "Dice": 0.04544139421685927, + "FN": 111992, + "FP": 182, + "IoU": 0.023248928981923305, + "TN": 60388, + "TP": 2670, + "n_pred": 2852, + "n_ref": 114662 + }, + "8": { + "Dice": 0.90625, + "FN": 10, + "FP": 8, + "IoU": 0.8285714285714286, + "TN": 175127, + "TP": 87, + "n_pred": 95, + "n_ref": 97 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 245, + "IoU": 0.0, + "TN": 174987, + "TP": 0, + "n_pred": 245, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 154, + "IoU": 0.0, + "TN": 175078, + "TP": 0, + "n_pred": 154, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.03637478287524267, + "FN": 6023, + "FP": 3408, + "IoU": 0.018524300135289832, + "TN": 165623, + "TP": 178, + "n_pred": 3586, + "n_ref": 6201 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.029948396608920014, + "FN": 20895, + "FP": 159, + "IoU": 0.015201833575003508, + "TN": 153853, + "TP": 325, + "n_pred": 484, + "n_ref": 21220 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 68, + "IoU": 0.0, + "TN": 175164, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 13784, + "FP": 0, + "IoU": 0.0, + "TN": 161448, + "TP": 0, + "n_pred": 0, + "n_ref": 13784 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8273182003177145, + "FN": 7718, + "FP": 5435, + "IoU": 0.7054924878529366, + "TN": 130571, + "TP": 31508, + "n_pred": 36943, + "n_ref": 39226 + }, + "7": { + "Dice": 0.0, + "FN": 29984, + "FP": 1979, + "IoU": 0.0, + "TN": 143269, + "TP": 0, + "n_pred": 1979, + "n_ref": 29984 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 276, + "IoU": 0.0, + "TN": 174956, + "TP": 0, + "n_pred": 276, + "n_ref": 0 + }, + "9": { + "Dice": 0.41583214115402956, + "FN": 115, + "FP": 1110, + "IoU": 0.2624924744130042, + "TN": 173571, + "TP": 436, + "n_pred": 1546, + "n_ref": 551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.16249459472445107, + "FN": 1687, + "FP": 15744, + "IoU": 0.08843217236690723, + "TN": 506574, + "TP": 1691, + "n_pred": 17435, + "n_ref": 3378 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 61, + "IoU": 0.0, + "TN": 525635, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.11866486685482881, + "FN": 10268, + "FP": 4096, + "IoU": 0.06307481573282891, + "TN": 510365, + "TP": 967, + "n_pred": 5063, + "n_ref": 11235 + }, + "3": { + "Dice": 0.0, + "FN": 51117, + "FP": 0, + "IoU": 0.0, + "TN": 474579, + "TP": 0, + "n_pred": 0, + "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": 0.8944203347799132, + "FN": 638, + "FP": 2768, + "IoU": 0.8090057758088937, + "TN": 507863, + "TP": 14427, + "n_pred": 17195, + "n_ref": 15065 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2734, + "IoU": 0.0, + "TN": 522962, + "TP": 0, + "n_pred": 2734, + "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": 45, + "IoU": 0.0, + "TN": 525651, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.949027707945481, + "FN": 2788, + "FP": 963, + "IoU": 0.9029997414016033, + "TN": 136562, + "TP": 34919, + "n_pred": 35882, + "n_ref": 37707 + }, + "15": { + "Dice": 0.22426629106901608, + "FN": 26577, + "FP": 410, + "IoU": 0.1262950012950013, + "TN": 144344, + "TP": 3901, + "n_pred": 4311, + "n_ref": 30478 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0320.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": 0.6805685431082851, + "FN": 2243, + "FP": 8005, + "IoU": 0.5158043940467754, + "TN": 154067, + "TP": 10917, + "n_pred": 18922, + "n_ref": 13160 + }, + "11": { + "Dice": 0.0, + "FN": 1967, + "FP": 0, + "IoU": 0.0, + "TN": 173265, + "TP": 0, + "n_pred": 0, + "n_ref": 1967 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.45950869769628583, + "FN": 11886, + "FP": 6508, + "IoU": 0.29828710944950976, + "TN": 149019, + "TP": 7819, + "n_pred": 14327, + "n_ref": 19705 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8801888421901088, + "FN": 1843, + "FP": 238, + "IoU": 0.7860154241645244, + "TN": 165507, + "TP": 7644, + "n_pred": 7882, + "n_ref": 9487 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 175205, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 484, + "FP": 0, + "IoU": 0.0, + "TN": 174748, + "TP": 0, + "n_pred": 0, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8358916416347453, + "FN": 10552, + "FP": 1358, + "IoU": 0.7180531224847309, + "TN": 132990, + "TP": 30332, + "n_pred": 31690, + "n_ref": 40884 + }, + "7": { + "Dice": 0.3166585721223895, + "FN": 1067, + "FP": 340, + "IoU": 0.1881130986728217, + "TN": 173499, + "TP": 326, + "n_pred": 666, + "n_ref": 1393 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 175186, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "9": { + "Dice": 0.7995436861965074, + "FN": 5825, + "FP": 1028, + "IoU": 0.6660331384015594, + "TN": 154712, + "TP": 13667, + "n_pred": 14695, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3406113537117904, + "FN": 302, + "FP": 0, + "IoU": 0.20526315789473684, + "TN": 174852, + "TP": 78, + "n_pred": 78, + "n_ref": 380 + }, + "10": { + "Dice": 0.08474052718286655, + "FN": 4394, + "FP": 13384, + "IoU": 0.04424493306811462, + "TN": 156631, + "TP": 823, + "n_pred": 14207, + "n_ref": 5217 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1426, + "FP": 0, + "IoU": 0.0, + "TN": 173806, + "TP": 0, + "n_pred": 0, + "n_ref": 1426 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2653, + "IoU": 0.0, + "TN": 172579, + "TP": 0, + "n_pred": 2653, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 127, + "IoU": 0.0, + "TN": 175105, + "TP": 0, + "n_pred": 127, + "n_ref": 0 + }, + "3": { + "Dice": 0.5103890586116899, + "FN": 47185, + "FP": 1215, + "IoU": 0.342632458201475, + "TN": 101605, + "TP": 25227, + "n_pred": 26442, + "n_ref": 72412 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 119, + "IoU": 0.0, + "TN": 175113, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9068, + "IoU": 0.0, + "TN": 166164, + "TP": 0, + "n_pred": 9068, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 175195, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6770109618650609, + "FN": 24280, + "FP": 824, + "IoU": 0.511728323024857, + "TN": 123818, + "TP": 26310, + "n_pred": 27134, + "n_ref": 50590 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 416, + "IoU": 0.0, + "TN": 174816, + "TP": 0, + "n_pred": 416, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8782477235172098, + "FN": 1281, + "FP": 5645, + "IoU": 0.78292484172256, + "TN": 143326, + "TP": 24980, + "n_pred": 30625, + "n_ref": 26261 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 726, + "IoU": 0.0, + "TN": 174506, + "TP": 0, + "n_pred": 726, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.1888617116336134, + "FN": 838.9958333333333, + "FP": 557.6083333333333, + "IoU": 0.14809173534883344, + "TN": 194791.31666666668, + "TP": 948.0791666666667, + "n_pred": 1505.6875, + "n_ref": 1787.075 + }, + "mean": { + "1": { + "Dice": 0.4293335531044681, + "FN": 1123.5625, + "FP": 93.4375, + "IoU": 0.3761836992463703, + "TN": 192439.625, + "TP": 3479.375, + "n_pred": 3572.8125, + "n_ref": 4602.9375 + }, + "10": { + "Dice": 0.19092208480257655, + "FN": 989.25, + "FP": 519.5625, + "IoU": 0.12862288319404264, + "TN": 194880.75, + "TP": 746.4375, + "n_pred": 1266.0, + "n_ref": 1735.6875 + }, + "11": { + "Dice": 0.0, + "FN": 39.625, + "FP": 79.8125, + "IoU": 0.0, + "TN": 197016.5625, + "TP": 0.0, + "n_pred": 79.8125, + "n_ref": 39.625 + }, + "12": { + "Dice": 0.0, + "FN": 274.75, + "FP": 0.0, + "IoU": 0.0, + "TN": 196861.25, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 274.75 + }, + "13": { + "Dice": 0.0678589767941752, + "FN": 593.1875, + "FP": 396.3125, + "IoU": 0.03979181165060257, + "TN": 196130.4375, + "TP": 16.0625, + "n_pred": 412.375, + "n_ref": 609.25 + }, + "14": { + "Dice": 0.23357688042272817, + "FN": 69.9375, + "FP": 687.3125, + "IoU": 0.21917850146914789, + "TN": 195483.625, + "TP": 895.125, + "n_pred": 1582.4375, + "n_ref": 965.0625 + }, + "15": { + "Dice": 0.2149162861491629, + "FN": 21.4375, + "FP": 576.6875, + "IoU": 0.15858041329739445, + "TN": 196515.8125, + "TP": 22.0625, + "n_pred": 598.75, + "n_ref": 43.5 + }, + "2": { + "Dice": 0.0, + "FN": 0.0, + "FP": 566.4375, + "IoU": 0.0, + "TN": 196569.5625, + "TP": 0.0, + "n_pred": 566.4375, + "n_ref": 0.0 + }, + "3": { + "Dice": 0.47757529820989897, + "FN": 1211.0625, + "FP": 94.5, + "IoU": 0.32425535416938045, + "TN": 194801.1875, + "TP": 1029.25, + "n_pred": 1123.75, + "n_ref": 2240.3125 + }, + "4": { + "Dice": 0.0, + "FN": 715.6875, + "FP": 28.8125, + "IoU": 0.0, + "TN": 196391.5, + "TP": 0.0, + "n_pred": 28.8125, + "n_ref": 715.6875 + }, + "5": { + "Dice": 0.0, + "FN": 18.5625, + "FP": 88.6875, + "IoU": 0.0, + "TN": 197028.75, + "TP": 0.0, + "n_pred": 88.6875, + "n_ref": 18.5625 + }, + "6": { + "Dice": 0.24890594053458928, + "FN": 1268.6875, + "FP": 2411.8125, + "IoU": 0.20316078652798258, + "TN": 188837.0, + "TP": 4618.5, + "n_pred": 7030.3125, + "n_ref": 5887.1875 + }, + "7": { + "Dice": 0.10659228539074364, + "FN": 4935.8125, + "FP": 1842.0625, + "IoU": 0.06564640950888469, + "TN": 189915.625, + "TP": 442.5, + "n_pred": 2284.5625, + "n_ref": 5378.3125 + }, + "8": { + "Dice": 0.6435488642414172, + "FN": 938.375, + "FP": 23.9375, + "IoU": 0.5650620583788802, + "TN": 193721.1875, + "TP": 2452.5, + "n_pred": 2476.4375, + "n_ref": 3390.875 + }, + "9": { + "Dice": 0.21969550485444123, + "FN": 385.0, + "FP": 954.75, + "IoU": 0.1408941127898161, + "TN": 195276.875, + "TP": 519.375, + "n_pred": 1474.125, + "n_ref": 904.375 + } + }, + "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_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 175198, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 808, + "FP": 0, + "IoU": 0.0, + "TN": 349656, + "TP": 0, + "n_pred": 0, + "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": 0, + "IoU": 0.0, + "TN": 348948, + "TP": 0, + "n_pred": 0, + "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": 273, + "IoU": 0.0, + "TN": 338740, + "TP": 0, + "n_pred": 273, + "n_ref": 11451 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 222, + "IoU": 0.0, + "TN": 350242, + "TP": 0, + "n_pred": 222, + "n_ref": 0 + }, + "6": { + "Dice": 0.7357054070851461, + "FN": 3218, + "FP": 184, + "IoU": 0.5819097947646553, + "TN": 342327, + "TP": 4735, + "n_pred": 4919, + "n_ref": 7953 + }, + "7": { + "Dice": 0.0, + "FN": 16199, + "FP": 21121, + "IoU": 0.0, + "TN": 313144, + "TP": 0, + "n_pred": 21121, + "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_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 122, + "IoU": 0.0, + "TN": 350342, + "TP": 0, + "n_pred": 122, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 833, + "IoU": 0.0, + "TN": 349631, + "TP": 0, + "n_pred": 833, + "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_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 412, + "IoU": 0.0, + "TN": 174820, + "TP": 0, + "n_pred": 412, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1023, + "IoU": 0.0, + "TN": 174209, + "TP": 0, + "n_pred": 1023, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 48, + "IoU": 0.0, + "TN": 175184, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8539231337006712, + "FN": 16340, + "FP": 680, + "IoU": 0.7450836491080923, + "TN": 108465, + "TP": 49747, + "n_pred": 50427, + "n_ref": 66087 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 7357, + "IoU": 0.0, + "TN": 167875, + "TP": 0, + "n_pred": 7357, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 13401, + "IoU": 0.0, + "TN": 161831, + "TP": 0, + "n_pred": 13401, + "n_ref": 0 + }, + "7": { + "Dice": 0.0072380486612055265, + "FN": 40599, + "FP": 0, + "IoU": 0.0036321692394532114, + "TN": 134485, + "TP": 148, + "n_pred": 148, + "n_ref": 40747 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 4075, + "IoU": 0.0, + "TN": 171157, + "TP": 0, + "n_pred": 4075, + "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": 0.0, + "FN": 0, + "FP": 614, + "IoU": 0.0, + "TN": 174618, + "TP": 0, + "n_pred": 614, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 26, + "IoU": 0.0, + "TN": 175206, + "TP": 0, + "n_pred": 26, + "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": 84, + "IoU": 0.0, + "TN": 175148, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 543, + "FP": 0, + "IoU": 0.0, + "TN": 174689, + "TP": 0, + "n_pred": 0, + "n_ref": 543 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 214, + "IoU": 0.0, + "TN": 175018, + "TP": 0, + "n_pred": 214, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 634, + "FP": 111, + "IoU": 0.0, + "TN": 174487, + "TP": 0, + "n_pred": 111, + "n_ref": 634 + }, + "12": { + "Dice": 0.0, + "FN": 379, + "FP": 0, + "IoU": 0.0, + "TN": 174853, + "TP": 0, + "n_pred": 0, + "n_ref": 379 + }, + "13": { + "Dice": 0.31352718078381797, + "FN": 86, + "FP": 457, + "IoU": 0.18590704647676162, + "TN": 174565, + "TP": 124, + "n_pred": 581, + "n_ref": 210 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 383, + "IoU": 0.0, + "TN": 174849, + "TP": 0, + "n_pred": 383, + "n_ref": 0 + }, + "3": { + "Dice": 0.3416149068322981, + "FN": 212, + "FP": 0, + "IoU": 0.20599250936329588, + "TN": 174965, + "TP": 55, + "n_pred": 55, + "n_ref": 267 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 215, + "FP": 0, + "IoU": 0.0, + "TN": 175017, + "TP": 0, + "n_pred": 0, + "n_ref": 215 + }, + "6": { + "Dice": 0.3459003996975262, + "FN": 5520, + "FP": 535, + "IoU": 0.20911703239289448, + "TN": 167576, + "TP": 1601, + "n_pred": 2136, + "n_ref": 7121 + }, + "7": { + "Dice": 0.0, + "FN": 5434, + "FP": 0, + "IoU": 0.0, + "TN": 169798, + "TP": 0, + "n_pred": 0, + "n_ref": 5434 + }, + "8": { + "Dice": 0.8188644572587288, + "FN": 11164, + "FP": 270, + "IoU": 0.6932857641031144, + "TN": 137953, + "TP": 25845, + "n_pred": 26115, + "n_ref": 37009 + }, + "9": { + "Dice": 0.4181598444642951, + "FN": 2796, + "FP": 8277, + "IoU": 0.2643502524581451, + "TN": 160180, + "TP": 3979, + "n_pred": 12256, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 175197, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "10": { + "Dice": 0.5964882802654793, + "FN": 12904, + "FP": 1505, + "IoU": 0.42499700706333055, + "TN": 150173, + "TP": 10650, + "n_pred": 12155, + "n_ref": 23554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.025767703187058025, + "FN": 7889, + "FP": 2168, + "IoU": 0.013052011776251227, + "TN": 165042, + "TP": 133, + "n_pred": 2301, + "n_ref": 8022 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 188, + "IoU": 0.0, + "TN": 175044, + "TP": 0, + "n_pred": 188, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9096417174940421, + "FN": 11561, + "FP": 1861, + "IoU": 0.834259465066311, + "TN": 94250, + "TP": 67560, + "n_pred": 69421, + "n_ref": 79121 + }, + "7": { + "Dice": 0.4237853008244168, + "FN": 3784, + "FP": 6071, + "IoU": 0.26886267527264635, + "TN": 161753, + "TP": 3624, + "n_pred": 9695, + "n_ref": 7408 + }, + "8": { + "Dice": 0.15440508628519528, + "FN": 2793, + "FP": 0, + "IoU": 0.08366141732283465, + "TN": 172184, + "TP": 255, + "n_pred": 255, + "n_ref": 3048 + }, + "9": { + "Dice": 0.4606221749534698, + "FN": 3364, + "FP": 6779, + "IoU": 0.2992261987011193, + "TN": 160758, + "TP": 4331, + "n_pred": 11110, + "n_ref": 7695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8634110787172011, + "FN": 1094, + "FP": 780, + "IoU": 0.7596511478773887, + "TN": 167435, + "TP": 5923, + "n_pred": 6703, + "n_ref": 7017 + }, + "10": { + "Dice": 0.3581221437474034, + "FN": 2116, + "FP": 2519, + "IoU": 0.21811740890688258, + "TN": 169304, + "TP": 1293, + "n_pred": 3812, + "n_ref": 3409 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3942, + "FP": 0, + "IoU": 0.0, + "TN": 171290, + "TP": 0, + "n_pred": 0, + "n_ref": 3942 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3102, + "IoU": 0.0, + "TN": 172130, + "TP": 0, + "n_pred": 3102, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 8646, + "IoU": 0.0, + "TN": 166586, + "TP": 0, + "n_pred": 8646, + "n_ref": 0 + }, + "3": { + "Dice": 0.6135356895874998, + "FN": 19165, + "FP": 1512, + "IoU": 0.44251819897546507, + "TN": 138142, + "TP": 16413, + "n_pred": 17925, + "n_ref": 35578 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 82, + "FP": 1197, + "IoU": 0.0, + "TN": 173953, + "TP": 0, + "n_pred": 1197, + "n_ref": 82 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 18692, + "IoU": 0.0, + "TN": 156540, + "TP": 0, + "n_pred": 18692, + "n_ref": 0 + }, + "7": { + "Dice": 0.31512264824958325, + "FN": 12957, + "FP": 1422, + "IoU": 0.18703002205009328, + "TN": 157545, + "TP": 3308, + "n_pred": 4730, + "n_ref": 16265 + }, + "8": { + "Dice": 0.9573770491803278, + "FN": 1057, + "FP": 113, + "IoU": 0.9182389937106918, + "TN": 160922, + "TP": 13140, + "n_pred": 13253, + "n_ref": 14197 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 136, + "IoU": 0.0, + "TN": 175096, + "TP": 0, + "n_pred": 136, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 1163, + "IoU": 0.0, + "TN": 174069, + "TP": 0, + "n_pred": 1163, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 3746, + "IoU": 0.0, + "TN": 171486, + "TP": 0, + "n_pred": 3746, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9343075216909127, + "FN": 1119, + "FP": 895, + "IoU": 0.8767140058765915, + "TN": 158896, + "TP": 14322, + "n_pred": 15217, + "n_ref": 15441 + }, + "15": { + "Dice": 0.6447488584474886, + "FN": 343, + "FP": 46, + "IoU": 0.4757412398921833, + "TN": 174490, + "TP": 353, + "n_pred": 399, + "n_ref": 696 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 2333, + "IoU": 0.0, + "TN": 172899, + "TP": 0, + "n_pred": 2333, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 8158, + "IoU": 0.0, + "TN": 167074, + "TP": 0, + "n_pred": 8158, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0321.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.18154803472914668, + "FN": 1793.9644444444446, + "FP": 1014.7155555555559, + "IoU": 0.13319474848898744, + "TN": 253326.0266666667, + "TP": 872.2266666666668, + "n_pred": 1886.9422222222224, + "n_ref": 2666.1911111111112 + }, + "mean": { + "1": { + "Dice": 0.08710864351654128, + "FN": 6563.2, + "FP": 114.6, + "IoU": 0.052743077657542964, + "TN": 248561.46666666667, + "TP": 1767.6666666666667, + "n_pred": 1882.2666666666667, + "n_ref": 8330.866666666667 + }, + "10": { + "Dice": 0.2653410660486061, + "FN": 2832.2, + "FP": 513.0, + "IoU": 0.19503354223640662, + "TN": 252082.33333333334, + "TP": 1579.4, + "n_pred": 2092.4, + "n_ref": 4411.6 + }, + "11": { + "Dice": 0.030501089324618733, + "FN": 144.2, + "FP": 16.0, + "IoU": 0.01598173515981735, + "TN": 256846.26666666666, + "TP": 0.4666666666666667, + "n_pred": 16.466666666666665, + "n_ref": 144.66666666666666 + }, + "12": { + "Dice": 0.0, + "FN": 406.26666666666665, + "FP": 0.2, + "IoU": 0.0, + "TN": 256600.46666666667, + "TP": 0.0, + "n_pred": 0.2, + "n_ref": 406.26666666666665 + }, + "13": { + "Dice": 0.1421228583368157, + "FN": 897.0666666666667, + "FP": 522.2, + "IoU": 0.09928187762727697, + "TN": 255134.2, + "TP": 453.46666666666664, + "n_pred": 975.6666666666666, + "n_ref": 1350.5333333333333 + }, + "14": { + "Dice": 0.5047511215542307, + "FN": 3394.3333333333335, + "FP": 86.0, + "IoU": 0.35991628628949207, + "TN": 249912.06666666668, + "TP": 3614.5333333333333, + "n_pred": 3700.5333333333333, + "n_ref": 7008.866666666667 + }, + "15": { + "Dice": 0.1389526840995474, + "FN": 586.2, + "FP": 748.0666666666667, + "IoU": 0.08777019919237165, + "TN": 255327.8, + "TP": 344.8666666666667, + "n_pred": 1092.9333333333334, + "n_ref": 931.0666666666667 + }, + "2": { + "Dice": 0.19743401678738912, + "FN": 1159.0666666666666, + "FP": 301.93333333333334, + "IoU": 0.1665401465162314, + "TN": 254245.0, + "TP": 1300.9333333333334, + "n_pred": 1602.8666666666666, + "n_ref": 2460.0 + }, + "3": { + "Dice": 0.001790296592468819, + "FN": 1106.1333333333334, + "FP": 1782.9333333333334, + "IoU": 0.0008991727610598249, + "TN": 254112.86666666667, + "TP": 5.0, + "n_pred": 1787.9333333333334, + "n_ref": 1111.1333333333334 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 56.93333333333333, + "IoU": 0.0, + "TN": 256950.0, + "TP": 0.0, + "n_pred": 56.93333333333333, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.29266254387431057, + "FN": 588.8, + "FP": 111.06666666666666, + "IoU": 0.20687618147448014, + "TN": 256190.33333333334, + "TP": 116.73333333333333, + "n_pred": 227.8, + "n_ref": 705.5333333333333 + }, + "6": { + "Dice": 0.24770546667351842, + "FN": 1334.5333333333333, + "FP": 10110.6, + "IoU": 0.1965605011126135, + "TN": 243554.26666666666, + "TP": 2007.5333333333333, + "n_pred": 12118.133333333333, + "n_ref": 3342.0666666666666 + }, + "7": { + "Dice": 0.1370170085371611, + "FN": 3492.733333333333, + "FP": 453.93333333333334, + "IoU": 0.07822436522748781, + "TN": 252364.6, + "TP": 695.6666666666666, + "n_pred": 1149.6, + "n_ref": 4188.4 + }, + "8": { + "Dice": 0.4741762588263535, + "FN": 4097.333333333333, + "FP": 92.26666666666667, + "IoU": 0.39147540908352946, + "TN": 251922.0, + "TP": 895.3333333333334, + "n_pred": 987.6, + "n_ref": 4992.666666666667 + }, + "9": { + "Dice": 0.2036574667656387, + "FN": 307.4, + "FP": 311.0, + "IoU": 0.14661873299650213, + "TN": 256086.73333333334, + "TP": 301.8, + "n_pred": 612.8, + "n_ref": 609.2 + } + }, + "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_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 175167, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 42, + "IoU": 0.0, + "TN": 175190, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3248, + "FP": 0, + "IoU": 0.0, + "TN": 171984, + "TP": 0, + "n_pred": 0, + "n_ref": 3248 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3484345740661651, + "FN": 98448, + "FP": 717, + "IoU": 0.21097231063017186, + "TN": 49552, + "TP": 26515, + "n_pred": 27232, + "n_ref": 124963 + }, + "10": { + "Dice": 0.0, + "FN": 722, + "FP": 0, + "IoU": 0.0, + "TN": 174510, + "TP": 0, + "n_pred": 0, + "n_ref": 722 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 569, + "IoU": 0.0, + "TN": 174663, + "TP": 0, + "n_pred": 569, + "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": 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": 0.0, + "FN": 0, + "FP": 125182, + "IoU": 0.0, + "TN": 50050, + "TP": 0, + "n_pred": 125182, + "n_ref": 0 + }, + "7": { + "Dice": 0.2918195110689275, + "FN": 27199, + "FP": 408, + "IoU": 0.1708364619312209, + "TN": 141937, + "TP": 5688, + "n_pred": 6096, + "n_ref": 32887 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.696423862018039, + "FN": 46044, + "FP": 0, + "IoU": 0.5342410325922029, + "TN": 76374, + "TP": 52814, + "n_pred": 52814, + "n_ref": 98858 + }, + "15": { + "Dice": 0.0, + "FN": 2273, + "FP": 20, + "IoU": 0.0, + "TN": 172939, + "TP": 0, + "n_pred": 20, + "n_ref": 2273 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7740043295081586, + "FN": 5140, + "FP": 4569, + "IoU": 0.6313271311942282, + "TN": 324129, + "TP": 16626, + "n_pred": 21195, + "n_ref": 21766 + }, + "11": { + "Dice": 0.0915032679738562, + "FN": 139, + "FP": 0, + "IoU": 0.04794520547945205, + "TN": 350318, + "TP": 7, + "n_pred": 7, + "n_ref": 146 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5684914333472628, + "FN": 9067, + "FP": 1259, + "IoU": 0.3971275105091079, + "TN": 333336, + "TP": 6802, + "n_pred": 8061, + "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": 0.8991935483870968, + "FN": 44, + "FP": 6, + "IoU": 0.8168498168498168, + "TN": 350191, + "TP": 223, + "n_pred": 229, + "n_ref": 267 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 350361, + "TP": 0, + "n_pred": 103, + "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": 53, + "IoU": 0.0, + "TN": 350411, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "8": { + "Dice": 0.7741241181394236, + "FN": 663, + "FP": 1226, + "IoU": 0.6314865392118612, + "TN": 345338, + "TP": 3237, + "n_pred": 4463, + "n_ref": 3900 + }, + "9": { + "Dice": 0.6109724002969161, + "FN": 1556, + "FP": 4209, + "IoU": 0.4398561989895064, + "TN": 340172, + "TP": 4527, + "n_pred": 8736, + "n_ref": 6083 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 988, + "IoU": 0.0, + "TN": 174244, + "TP": 0, + "n_pred": 988, + "n_ref": 0 + }, + "10": { + "Dice": 0.10492665080098036, + "FN": 24856, + "FP": 343, + "IoU": 0.05536812115759484, + "TN": 148556, + "TP": 1477, + "n_pred": 1820, + "n_ref": 26333 + }, + "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": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4389, + "FP": 10, + "IoU": 0.0, + "TN": 170833, + "TP": 0, + "n_pred": 10, + "n_ref": 4389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 299, + "IoU": 0.0, + "TN": 174933, + "TP": 0, + "n_pred": 299, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 21844, + "IoU": 0.0, + "TN": 153388, + "TP": 0, + "n_pred": 21844, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7461066205229099, + "FN": 10203, + "FP": 508, + "IoU": 0.5950319482778177, + "TN": 148783, + "TP": 15738, + "n_pred": 16246, + "n_ref": 25941 + }, + "7": { + "Dice": 0.2535596492639369, + "FN": 25189, + "FP": 2648, + "IoU": 0.14518654997696914, + "TN": 142667, + "TP": 4728, + "n_pred": 7376, + "n_ref": 29917 + }, + "8": { + "Dice": 0.6265457543281121, + "FN": 452, + "FP": 1, + "IoU": 0.4561824729891957, + "TN": 174399, + "TP": 380, + "n_pred": 381, + "n_ref": 832 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 765, + "IoU": 0.0, + "TN": 349699, + "TP": 0, + "n_pred": 765, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 6176, + "IoU": 0.0, + "TN": 344288, + "TP": 0, + "n_pred": 6176, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 1618, + "IoU": 0.0, + "TN": 348846, + "TP": 0, + "n_pred": 1618, + "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": 853, + "IoU": 0.0, + "TN": 349611, + "TP": 0, + "n_pred": 853, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 7659, + "FP": 358, + "IoU": 0.0, + "TN": 342447, + "TP": 0, + "n_pred": 358, + "n_ref": 7659 + }, + "6": { + "Dice": 0.0041458905260798925, + "FN": 0, + "FP": 17775, + "IoU": 0.002077251291264316, + "TN": 332652, + "TP": 37, + "n_pred": 17812, + "n_ref": 37 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3469, + "IoU": 0.0, + "TN": 346995, + "TP": 0, + "n_pred": 3469, + "n_ref": 0 + }, + "8": { + "Dice": 0.056924708377518556, + "FN": 22233, + "FP": 0, + "IoU": 0.02929619280475026, + "TN": 327560, + "TP": 671, + "n_pred": 671, + "n_ref": 22904 + }, + "9": { + "Dice": 0.0, + "FN": 3055, + "FP": 449, + "IoU": 0.0, + "TN": 346960, + "TP": 0, + "n_pred": 449, + "n_ref": 3055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 1138, + "IoU": 0.0, + "TN": 349326, + "TP": 0, + "n_pred": 1138, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4281, + "IoU": 0.0, + "TN": 346183, + "TP": 0, + "n_pred": 4281, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5853250877486211, + "FN": 1173, + "FP": 1308, + "IoU": 0.4137523629489603, + "TN": 346232, + "TP": 1751, + "n_pred": 3059, + "n_ref": 2924 + }, + "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": 36533, + "FP": 0, + "IoU": 0.0, + "TN": 313931, + "TP": 0, + "n_pred": 0, + "n_ref": 36533 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.4477743499338916, + "FN": 11765, + "FP": 2018, + "IoU": 0.2884724588302101, + "TN": 331093, + "TP": 5588, + "n_pred": 7606, + "n_ref": 17353 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 240, + "IoU": 0.0, + "TN": 350224, + "TP": 0, + "n_pred": 240, + "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": 388, + "IoU": 0.0, + "TN": 350076, + "TP": 0, + "n_pred": 388, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 43, + "IoU": 0.0, + "TN": 350421, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "3": { + "Dice": 0.008951482962344095, + "FN": 16592, + "FP": 15, + "IoU": 0.004495863805299124, + "TN": 333782, + "TP": 75, + "n_pred": 90, + "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": 7680, + "IoU": 0.0, + "TN": 342784, + "TP": 0, + "n_pred": 7680, + "n_ref": 0 + }, + "7": { + "Dice": 0.13970588235294118, + "FN": 3, + "FP": 231, + "IoU": 0.07509881422924901, + "TN": 350211, + "TP": 19, + "n_pred": 250, + "n_ref": 22 + }, + "8": { + "Dice": 0.9132867132867133, + "FN": 1579, + "FP": 157, + "IoU": 0.8404118404118404, + "TN": 339586, + "TP": 9142, + "n_pred": 9299, + "n_ref": 10721 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 350457, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 175220, + "TP": 0, + "n_pred": 12, + "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": 2024, + "FP": 0, + "IoU": 0.0, + "TN": 173208, + "TP": 0, + "n_pred": 0, + "n_ref": 2024 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6802785859120162, + "FN": 17342, + "FP": 791, + "IoU": 0.5154713552800342, + "TN": 137808, + "TP": 19291, + "n_pred": 20082, + "n_ref": 36633 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7359802889921208, + "FN": 9815, + "FP": 472, + "IoU": 0.582253807106599, + "TN": 150607, + "TP": 14338, + "n_pred": 14810, + "n_ref": 24153 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.3130783810904226, + "FN": 4871, + "FP": 1290, + "IoU": 0.18559153998678124, + "TN": 342899, + "TP": 1404, + "n_pred": 2694, + "n_ref": 6275 + }, + "15": { + "Dice": 0.41685805229864215, + "FN": 3272, + "FP": 11201, + "IoU": 0.26331059757711495, + "TN": 330818, + "TP": 5173, + "n_pred": 16374, + "n_ref": 8445 + }, + "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": 501, + "IoU": 0.0, + "TN": 349963, + "TP": 0, + "n_pred": 501, + "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_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": NaN, + "FN": 766.85, + "FP": 461.4583333333333, + "IoU": NaN, + "TN": 216168.1625, + "TP": 1643.5291666666667, + "n_pred": 2104.9875, + "n_ref": 2410.3791666666666 + }, + "mean": { + "1": { + "Dice": 0.18221269382260558, + "FN": 406.1875, + "FP": 916.625, + "IoU": 0.16733086700120875, + "TN": 214862.0, + "TP": 2855.1875, + "n_pred": 3771.8125, + "n_ref": 3261.375 + }, + "10": { + "Dice": 0.27761535888615074, + "FN": 1880.375, + "FP": 813.625, + "IoU": 0.16288602477734265, + "TN": 215779.1875, + "TP": 566.8125, + "n_pred": 1380.4375, + "n_ref": 2447.1875 + }, + "11": { + "Dice": 0.2390135946885868, + "FN": 127.875, + "FP": 22.5625, + "IoU": 0.13572710951526032, + "TN": 218865.9375, + "TP": 23.625, + "n_pred": 46.1875, + "n_ref": 151.5 + }, + "12": { + "Dice": 0.0, + "FN": 2.0625, + "FP": 122.125, + "IoU": 0.0, + "TN": 218915.8125, + "TP": 0.0, + "n_pred": 122.125, + "n_ref": 2.0625 + }, + "13": { + "Dice": 0.15366739065451426, + "FN": 1722.875, + "FP": 628.0625, + "IoU": 0.09403647740698108, + "TN": 216310.0, + "TP": 379.0625, + "n_pred": 1007.125, + "n_ref": 2101.9375 + }, + "14": { + "Dice": 0.911870370955677, + "FN": 163.6875, + "FP": 359.125, + "IoU": 0.8380163048740342, + "TN": 215812.4375, + "TP": 2704.75, + "n_pred": 3063.875, + "n_ref": 2868.4375 + }, + "15": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 219040.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.23985846026537336, + "FN": 661.75, + "FP": 286.125, + "IoU": 0.18115405107688373, + "TN": 217316.875, + "TP": 775.25, + "n_pred": 1061.375, + "n_ref": 1437.0 + }, + "3": { + "Dice": 0.17642239417387345, + "FN": 125.0625, + "FP": 534.3125, + "IoU": 0.15781758957654723, + "TN": 217956.6875, + "TP": 423.9375, + "n_pred": 958.25, + "n_ref": 549.0 + }, + "4": { + "Dice": 0.018442663500544177, + "FN": 485.5, + "FP": 209.75, + "IoU": 0.009667046986827093, + "TN": 218315.625, + "TP": 29.125, + "n_pred": 238.875, + "n_ref": 514.625 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 5.5625, + "IoU": 0.0, + "TN": 219034.4375, + "TP": 0.0, + "n_pred": 5.5625, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.5161625294832641, + "FN": 2375.75, + "FP": 1845.0, + "IoU": 0.47184749327139447, + "TN": 198665.1875, + "TP": 16154.0625, + "n_pred": 17999.0625, + "n_ref": 18529.8125 + }, + "7": { + "Dice": 0.011481953677564277, + "FN": 2353.25, + "FP": 266.0625, + "IoU": 0.006017340120903596, + "TN": 216326.125, + "TP": 94.5625, + "n_pred": 360.625, + "n_ref": 2447.8125 + }, + "8": { + "Dice": 0.19803261658647134, + "FN": 147.9375, + "FP": 741.4375, + "IoU": 0.12366145276213725, + "TN": 217874.375, + "TP": 276.25, + "n_pred": 1017.6875, + "n_ref": 424.1875 + }, + "9": { + "Dice": 0.18728411940754036, + "FN": 1050.4375, + "FP": 171.5, + "IoU": 0.11776086508691475, + "TN": 217447.75, + "TP": 370.3125, + "n_pred": 541.8125, + "n_ref": 1420.75 + } + }, + "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": 0.21165992638705866, + "FN": 5527, + "FP": 11822, + "IoU": 0.11835552393535928, + "TN": 155554, + "TP": 2329, + "n_pred": 14151, + "n_ref": 7856 + }, + "11": { + "Dice": 0.2390135946885868, + "FN": 2046, + "FP": 361, + "IoU": 0.13572710951526032, + "TN": 172447, + "TP": 378, + "n_pred": 739, + "n_ref": 2424 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1137, + "IoU": 0.0, + "TN": 174095, + "TP": 0, + "n_pred": 1137, + "n_ref": 0 + }, + "13": { + "Dice": 0.05842018650575974, + "FN": 12174, + "FP": 8424, + "IoU": 0.030088995620850403, + "TN": 153995, + "TP": 639, + "n_pred": 9063, + "n_ref": 12813 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4171524395112992, + "FN": 6932, + "FP": 367, + "IoU": 0.26354555544344666, + "TN": 165321, + "TP": 2612, + "n_pred": 2979, + "n_ref": 9544 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1971, + "IoU": 0.0, + "TN": 173261, + "TP": 0, + "n_pred": 1971, + "n_ref": 0 + }, + "4": { + "Dice": 0.09221331750272088, + "FN": 6389, + "FP": 2786, + "IoU": 0.04833523493413546, + "TN": 165591, + "TP": 466, + "n_pred": 3252, + "n_ref": 6855 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 175213, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "6": { + "Dice": 0.8379869271167869, + "FN": 6957, + "FP": 1619, + "IoU": 0.721151032352463, + "TN": 144477, + "TP": 22179, + "n_pred": 23798, + "n_ref": 29136 + }, + "7": { + "Dice": 0.0, + "FN": 1939, + "FP": 1887, + "IoU": 0.0, + "TN": 171406, + "TP": 0, + "n_pred": 1887, + "n_ref": 1939 + }, + "8": { + "Dice": 0.3952380952380952, + "FN": 1, + "FP": 253, + "IoU": 0.24629080118694363, + "TN": 174895, + "TP": 83, + "n_pred": 336, + "n_ref": 84 + }, + "9": { + "Dice": 0.2703482778526073, + "FN": 7168, + "FP": 416, + "IoU": 0.15630214706863946, + "TN": 166243, + "TP": 1405, + "n_pred": 1821, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 594, + "IoU": 0.0, + "TN": 174638, + "TP": 0, + "n_pred": 594, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1552, + "IoU": 0.0, + "TN": 173680, + "TP": 0, + "n_pred": 1552, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 350427, + "TP": 0, + "n_pred": 37, + "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": 1431, + "IoU": 0.0, + "TN": 349033, + "TP": 0, + "n_pred": 1431, + "n_ref": 0 + }, + "3": { + "Dice": 0.8821119708693673, + "FN": 1488, + "FP": 325, + "IoU": 0.7890879478827362, + "TN": 341868, + "TP": 6783, + "n_pred": 7108, + "n_ref": 8271 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 280, + "IoU": 0.0, + "TN": 350184, + "TP": 0, + "n_pred": 280, + "n_ref": 0 + }, + "8": { + "Dice": 0.3617933723196881, + "FN": 243, + "FP": 3031, + "IoU": 0.22084721561161352, + "TN": 346262, + "TP": 928, + "n_pred": 3959, + "n_ref": 1171 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 774, + "IoU": 0.0, + "TN": 349690, + "TP": 0, + "n_pred": 774, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 1379, + "FP": 0, + "IoU": 0.0, + "TN": 173853, + "TP": 0, + "n_pred": 0, + "n_ref": 1379 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9230948794762204, + "FN": 13201, + "FP": 636, + "IoU": 0.85717382328654, + "TN": 78352, + "TP": 83043, + "n_pred": 83679, + "n_ref": 96244 + }, + "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_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 1242, + "IoU": 0.0, + "TN": 173990, + "TP": 0, + "n_pred": 1242, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 6983, + "IoU": 0.0, + "TN": 168249, + "TP": 0, + "n_pred": 6983, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 509, + "IoU": 0.0, + "TN": 174723, + "TP": 0, + "n_pred": 509, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 140, + "IoU": 0.0, + "TN": 175092, + "TP": 0, + "n_pred": 140, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 11150, + "IoU": 0.0, + "TN": 164082, + "TP": 0, + "n_pred": 11150, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 78, + "IoU": 0.0, + "TN": 175154, + "TP": 0, + "n_pred": 78, + "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": 264, + "IoU": 0.0, + "TN": 174968, + "TP": 0, + "n_pred": 264, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9320184903907298, + "FN": 17407, + "FP": 3226, + "IoU": 0.8726915981267469, + "TN": 13161, + "TP": 141438, + "n_pred": 144664, + "n_ref": 158845 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 437, + "IoU": 0.0, + "TN": 174795, + "TP": 0, + "n_pred": 437, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.911870370955677, + "FN": 2619, + "FP": 5746, + "IoU": 0.8380163048740342, + "TN": 123591, + "TP": 43276, + "n_pred": 49022, + "n_ref": 45895 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 175203, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "10": { + "Dice": 0.34357079138524277, + "FN": 24559, + "FP": 1196, + "IoU": 0.20741652561932605, + "TN": 142737, + "TP": 6740, + "n_pred": 7936, + "n_ref": 31299 + }, + "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": 780, + "IoU": 0.0, + "TN": 174452, + "TP": 0, + "n_pred": 780, + "n_ref": 0 + }, + "13": { + "Dice": 0.40258198545778306, + "FN": 15392, + "FP": 712, + "IoU": 0.2520204366000929, + "TN": 153702, + "TP": 5426, + "n_pred": 6138, + "n_ref": 20818 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7821398618155677, + "FN": 3656, + "FP": 1799, + "IoU": 0.642224699940972, + "TN": 159985, + "TP": 9792, + "n_pred": 11591, + "n_ref": 13448 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5011, + "IoU": 0.0, + "TN": 170221, + "TP": 0, + "n_pred": 5011, + "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": 0.0, + "FN": 0, + "FP": 70, + "IoU": 0.0, + "TN": 175162, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3713, + "IoU": 0.0, + "TN": 171519, + "TP": 0, + "n_pred": 3713, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 5950, + "FP": 389, + "IoU": 0.0, + "TN": 168893, + "TP": 0, + "n_pred": 389, + "n_ref": 5950 + }, + "8": { + "Dice": 0.4311642319610447, + "FN": 2123, + "FP": 6872, + "IoU": 0.2748306997742664, + "TN": 162828, + "TP": 3409, + "n_pred": 10281, + "n_ref": 5532 + }, + "9": { + "Dice": 0.47878819977755416, + "FN": 9639, + "FP": 202, + "IoU": 0.31474131327901955, + "TN": 160871, + "TP": 4520, + "n_pred": 4722, + "n_ref": 14159 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9110634691130278, + "FN": 6499, + "FP": 2420, + "IoU": 0.8366543350060437, + "TN": 471094, + "TP": 45683, + "n_pred": 48103, + "n_ref": 52182 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 33, + "FP": 0, + "IoU": 0.0, + "TN": 525663, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 913, + "IoU": 0.0, + "TN": 524783, + "TP": 0, + "n_pred": 913, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 903, + "IoU": 0.0, + "TN": 524793, + "TP": 0, + "n_pred": 903, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 513, + "FP": 0, + "IoU": 0.0, + "TN": 525183, + "TP": 0, + "n_pred": 0, + "n_ref": 513 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 217, + "IoU": 0.0, + "TN": 525479, + "TP": 0, + "n_pred": 217, + "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": 11738, + "IoU": 0.0, + "TN": 513958, + "TP": 0, + "n_pred": 11738, + "n_ref": 0 + }, + "7": { + "Dice": 0.09185562942051421, + "FN": 29763, + "FP": 154, + "IoU": 0.048138720967228765, + "TN": 494266, + "TP": 1513, + "n_pred": 1667, + "n_ref": 31276 + }, + "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": 1352, + "IoU": 0.0, + "TN": 524344, + "TP": 0, + "n_pred": 1352, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 473, + "IoU": 0.0, + "TN": 349991, + "TP": 0, + "n_pred": 473, + "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": 0.9200374093991115, + "FN": 447, + "FP": 1605, + "IoU": 0.8519159991340117, + "TN": 336607, + "TP": 11805, + "n_pred": 13410, + "n_ref": 12252 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 596, + "IoU": 0.0, + "TN": 349868, + "TP": 0, + "n_pred": 596, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 350449, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807119/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0383.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 1304.9970555555558, + "FP": 630.7039444444446, + "IoU": NaN, + "TN": 219172.34450000004, + "TP": 1144.5411666666666, + "n_pred": 1775.2451111111113, + "n_ref": 2449.5382222222224 + }, + "mean": { + "1": { + "Dice": 0.19206362807748018, + "FN": 1693.3275, + "FP": 777.42, + "IoU": 0.15795673213796152, + "TN": 218038.05583333335, + "TP": 1743.7833333333335, + "n_pred": 2521.2033333333334, + "n_ref": 3437.1108333333336 + }, + "10": { + "Dice": 0.20317494555671872, + "FN": 1374.4025, + "FP": 881.9375, + "IoU": 0.13798514107665943, + "TN": 219104.7541666667, + "TP": 891.4925, + "n_pred": 1773.4299999999998, + "n_ref": 2265.895 + }, + "11": { + "Dice": 0.05390293680264111, + "FN": 131.10250000000002, + "FP": 23.675, + "IoU": 0.030341768935015535, + "TN": 222092.99083333332, + "TP": 4.818333333333333, + "n_pred": 28.493333333333332, + "n_ref": 135.92083333333332 + }, + "12": { + "Dice": 0.0, + "FN": 154.44083333333333, + "FP": 53.964999999999996, + "IoU": 0.0, + "TN": 222044.18083333335, + "TP": 0.0, + "n_pred": 53.964999999999996, + "n_ref": 154.44083333333333 + }, + "13": { + "Dice": 0.12225901625651325, + "FN": 1294.7383333333332, + "FP": 562.6899999999999, + "IoU": 0.07709511532624648, + "TN": 220093.615, + "TP": 301.54333333333335, + "n_pred": 864.2333333333332, + "n_ref": 1596.2816666666665 + }, + "14": { + "Dice": 0.6394170875064388, + "FN": 849.4291666666668, + "FP": 786.3625, + "IoU": 0.5423580436765743, + "TN": 218219.53833333333, + "TP": 2397.2566666666667, + "n_pred": 3183.6191666666664, + "n_ref": 3246.6858333333334 + }, + "15": { + "Dice": NaN, + "FN": 892.29, + "FP": 433.5758333333333, + "IoU": NaN, + "TN": 220632.3225, + "TP": 294.39833333333337, + "n_pred": 727.9741666666666, + "n_ref": 1186.6883333333333 + }, + "2": { + "Dice": 0.2678874554313324, + "FN": 1175.3633333333332, + "FP": 315.69916666666666, + "IoU": 0.22068956172957818, + "TN": 219682.975, + "TP": 1078.5491666666667, + "n_pred": 1394.2483333333334, + "n_ref": 2253.9125 + }, + "3": { + "Dice": 0.15157316013971583, + "FN": 1717.2266666666667, + "FP": 611.1866666666667, + "IoU": 0.11029972162945652, + "TN": 219317.19833333333, + "TP": 606.975, + "n_pred": 1218.1616666666666, + "n_ref": 2324.201666666667 + }, + "4": { + "Dice": 0.046353491060134464, + "FN": 448.0125, + "FP": 60.37416666666667, + "IoU": 0.025812936109448605, + "TN": 221734.2125, + "TP": 9.9875, + "n_pred": 70.36166666666666, + "n_ref": 458.0 + }, + "5": { + "Dice": NaN, + "FN": 574.1850000000001, + "FP": 43.538333333333334, + "IoU": NaN, + "TN": 221611.1416666667, + "TP": 23.721666666666668, + "n_pred": 67.26, + "n_ref": 597.9066666666666 + }, + "6": { + "Dice": 0.4199102511699511, + "FN": 2586.3441666666668, + "FP": 3420.0575, + "IoU": 0.3595119263586065, + "TN": 208174.84083333332, + "TP": 8071.344166666667, + "n_pred": 11491.401666666667, + "n_ref": 10657.688333333334 + }, + "7": { + "Dice": 0.08165972994427076, + "FN": 4865.759166666667, + "FP": 737.5866666666667, + "IoU": 0.04868848251915871, + "TN": 216295.30750000002, + "TP": 353.9333333333333, + "n_pred": 1091.52, + "n_ref": 5219.6925 + }, + "8": { + "Dice": 0.3724126334101521, + "FN": 1221.8791666666666, + "FP": 293.4533333333333, + "IoU": 0.3189118162312039, + "TN": 219786.225, + "TP": 951.0291666666666, + "n_pred": 1244.4825, + "n_ref": 2172.9083333333338 + }, + "9": { + "Dice": 0.21523941807656316, + "FN": 596.455, + "FP": 459.0375, + "IoU": 0.14608665045494923, + "TN": 220757.80916666667, + "TP": 439.285, + "n_pred": 898.3225, + "n_ref": 1035.74 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_004/summary.json b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_004/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1e2c485874834e48b51f509076f2e947bea21db8 --- /dev/null +++ b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_004/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.3751086363503402, + "FN": 71878.19733333333, + "FP": 47028.616, + "IoU": 0.27750620413270927, + "TN": 96223341.69333334, + "TP": 114712.33333333334, + "n_pred": 161740.94933333335, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.6254164646345234, + "FN": 86145.18, + "FP": 29028.54, + "IoU": 0.49863736151622484, + "TN": 96233644.16, + "TP": 108142.96, + "n_pred": 137171.5, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.4117441670757394, + "FN": 38675.24, + "FP": 56513.64, + "IoU": 0.27209118041413416, + "TN": 96326224.64, + "TP": 35547.32, + "n_pred": 92060.96, + "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": 0.17791823429742892, + "FN": 50389.64, + "FP": 12033.56, + "IoU": 0.1046468815409859, + "TN": 96387069.14, + "TP": 7468.5, + "n_pred": 19502.06, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6037191323127429, + "FN": 70984.76, + "FP": 19726.98, + "IoU": 0.4742171105588317, + "TN": 96298875.72, + "TP": 67373.38, + "n_pred": 87100.36, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.44328424854241105, + "FN": 40266.82, + "FP": 2841.96, + "IoU": 0.32741323133533895, + "TN": 96400071.84, + "TP": 13780.22, + "n_pred": 16622.18, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.5109465656566424, + "FN": 76866.12, + "FP": 66275.36, + "IoU": 0.36122128693276, + "TN": 96233843.78, + "TP": 79975.58, + "n_pred": 146250.94, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.3240283414013831, + "FN": 113855.32, + "FP": 33012.74, + "IoU": 0.21713044657365801, + "TN": 96260545.52, + "TP": 49547.26, + "n_pred": 82560.0, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.0977585150320805, + "FN": 24781.1, + "FP": 3378.9, + "IoU": 0.05888330490559819, + "TN": 96427004.44, + "TP": 1796.4, + "n_pred": 5175.3, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.13855620377211766, + "FN": 15654.1, + "FP": 844.32, + "IoU": 0.08681709561533055, + "TN": 96438964.36, + "TP": 1498.06, + "n_pred": 2342.38, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8037101615108423, + "FN": 241424.88, + "FP": 316211.86, + "IoU": 0.6827814276907705, + "TN": 94781525.36, + "TP": 1117798.74, + "n_pred": 1434010.6, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.40901897719600117, + "FN": 205057.48, + "FP": 137864.32, + "IoU": 0.2744645232207859, + "TN": 95980171.86, + "TP": 133867.18, + "n_pred": 271731.5, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.7247983400717659, + "FN": 46790.02, + "FP": 23073.06, + "IoU": 0.5750576661716776, + "TN": 96301518.6, + "TP": 85579.16, + "n_pred": 108652.22, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.3557301937514245, + "FN": 59345.26, + "FP": 4624.0, + "IoU": 0.22923154551454203, + "TN": 96374681.34, + "TP": 18310.24, + "n_pred": 22934.24, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.6261656131037614, + "FN": 20974, + "FP": 64658, + "IoU": 0.4557795459745278, + "TN": 119435972, + "TP": 71716, + "n_pred": 136374, + "n_ref": 92690 + }, + "10": { + "Dice": 0.5314611830781774, + "FN": 31334, + "FP": 46249, + "IoU": 0.3618979470983024, + "TN": 119471736, + "TP": 44001, + "n_pred": 90250, + "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": 0.05815522706587578, + "FN": 50904, + "FP": 9116, + "IoU": 0.029948442777948378, + "TN": 119531447, + "TP": 1853, + "n_pred": 10969, + "n_ref": 52757 + }, + "14": { + "Dice": 0.22051102321467314, + "FN": 214453, + "FP": 19078, + "IoU": 0.12391817318982755, + "TN": 119326757, + "TP": 33032, + "n_pred": 52110, + "n_ref": 247485 + }, + "15": { + "Dice": 0.05039943371422793, + "FN": 31617, + "FP": 15336, + "IoU": 0.025851158737733148, + "TN": 119545121, + "TP": 1246, + "n_pred": 16582, + "n_ref": 32863 + }, + "2": { + "Dice": 0.7644360575777264, + "FN": 23725, + "FP": 48428, + "IoU": 0.6186940483865854, + "TN": 119404094, + "TP": 117073, + "n_pred": 165501, + "n_ref": 140798 + }, + "3": { + "Dice": 0.4354287285034446, + "FN": 119688, + "FP": 11760, + "IoU": 0.27830546069463813, + "TN": 119411182, + "TP": 50690, + "n_pred": 62450, + "n_ref": 170378 + }, + "4": { + "Dice": 0.37923989409385617, + "FN": 59513, + "FP": 39, + "IoU": 0.23398891218501988, + "TN": 119515577, + "TP": 18191, + "n_pred": 18230, + "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": 0.8075381637703924, + "FN": 331627, + "FP": 73683, + "IoU": 0.6772025227437984, + "TN": 118337703, + "TP": 850307, + "n_pred": 923990, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 221795, + "IoU": 0.0, + "TN": 119371525, + "TP": 0, + "n_pred": 221795, + "n_ref": 0 + }, + "8": { + "Dice": 0.6235508468266447, + "FN": 144133, + "FP": 27771, + "IoU": 0.4530140800254554, + "TN": 119279045, + "TP": 142371, + "n_pred": 170142, + "n_ref": 286504 + }, + "9": { + "Dice": 0.347907216163176, + "FN": 60313, + "FP": 494, + "IoU": 0.21058576102196605, + "TN": 119516292, + "TP": 16221, + "n_pred": 16715, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8537685708307178, + "FN": 35557, + "FP": 16856, + "IoU": 0.7448483343799746, + "TN": 72620241, + "TP": 153006, + "n_pred": 169862, + "n_ref": 188563 + }, + "10": { + "Dice": 0.26996395561147746, + "FN": 39915, + "FP": 114419, + "IoU": 0.15604527806638596, + "TN": 72642790, + "TP": 28536, + "n_pred": 142955, + "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": 0.260902965606645, + "FN": 42032, + "FP": 4149, + "IoU": 0.15002208643156886, + "TN": 72771328, + "TP": 8151, + "n_pred": 12300, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7788492583229265, + "FN": 12962, + "FP": 23341, + "IoU": 0.6377994392840396, + "TN": 72725431, + "TP": 63926, + "n_pred": 87267, + "n_ref": 76888 + }, + "15": { + "Dice": 0.6491672865839773, + "FN": 21101, + "FP": 2008, + "IoU": 0.48056823034907503, + "TN": 72781171, + "TP": 21380, + "n_pred": 23388, + "n_ref": 42481 + }, + "2": { + "Dice": 0.6330408488350118, + "FN": 18607, + "FP": 117311, + "IoU": 0.4631015113330226, + "TN": 72572506, + "TP": 117236, + "n_pred": 234547, + "n_ref": 135843 + }, + "3": { + "Dice": 0.10560227789764137, + "FN": 119952, + "FP": 1924, + "IoU": 0.055744512710058806, + "TN": 72696589, + "TP": 7195, + "n_pred": 9119, + "n_ref": 127147 + }, + "4": { + "Dice": 0.44350489075783894, + "FN": 17307, + "FP": 7043, + "IoU": 0.2849381845946025, + "TN": 72791607, + "TP": 9703, + "n_pred": 16746, + "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": 0.8736582403306098, + "FN": 158371, + "FP": 145146, + "IoU": 0.7756599920321258, + "TN": 71472727, + "TP": 1049416, + "n_pred": 1194562, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.5224236930997912, + "FN": 127063, + "FP": 77375, + "IoU": 0.3535679955479106, + "TN": 72509404, + "TP": 111818, + "n_pred": 189193, + "n_ref": 238881 + }, + "8": { + "Dice": 0.8295126353790614, + "FN": 12239, + "FP": 6651, + "IoU": 0.7086899529647621, + "TN": 72760815, + "TP": 45955, + "n_pred": 52606, + "n_ref": 58194 + }, + "9": { + "Dice": 0.4328986116954144, + "FN": 55347, + "FP": 3965, + "IoU": 0.27624161073825504, + "TN": 72743710, + "TP": 22638, + "n_pred": 26603, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5246022990141997, + "FN": 149485, + "FP": 50888, + "IoU": 0.35556670493906967, + "TN": 71498559, + "TP": 110556, + "n_pred": 161444, + "n_ref": 260041 + }, + "10": { + "Dice": 0.6340212406468743, + "FN": 30676, + "FP": 42104, + "IoU": 0.4641516101956973, + "TN": 71673666, + "TP": 63042, + "n_pred": 105146, + "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": 0.23090642885664847, + "FN": 55227, + "FP": 2555, + "IoU": 0.13052245094498616, + "TN": 71743032, + "TP": 8674, + "n_pred": 11229, + "n_ref": 63901 + }, + "14": { + "Dice": 0.5161886063919104, + "FN": 340493, + "FP": 72, + "IoU": 0.3478802013622011, + "TN": 71287245, + "TP": 181678, + "n_pred": 181750, + "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": 0.6032152904450673, + "FN": 33446, + "FP": 115776, + "IoU": 0.43185988958690275, + "TN": 71546838, + "TP": 113428, + "n_pred": 229204, + "n_ref": 146874 + }, + "3": { + "Dice": 0.17007491395019234, + "FN": 166515, + "FP": 13841, + "IoU": 0.09294091613188758, + "TN": 71610652, + "TP": 18480, + "n_pred": 32321, + "n_ref": 184995 + }, + "4": { + "Dice": 0.0017075773745997866, + "FN": 13963, + "FP": 68, + "IoU": 0.0008545182653279214, + "TN": 71795445, + "TP": 12, + "n_pred": 80, + "n_ref": 13975 + }, + "5": { + "Dice": 0.0634712600636585, + "FN": 10004, + "FP": 0, + "IoU": 0.032775790389635504, + "TN": 71799145, + "TP": 339, + "n_pred": 339, + "n_ref": 10343 + }, + "6": { + "Dice": 0.8477995148246987, + "FN": 95779, + "FP": 317994, + "IoU": 0.7358090243259274, + "TN": 70243299, + "TP": 1152416, + "n_pred": 1470410, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7596302505659097, + "FN": 60471, + "FP": 50070, + "IoU": 0.6124224255811507, + "TN": 71524278, + "TP": 174669, + "n_pred": 224739, + "n_ref": 235140 + }, + "8": { + "Dice": 0.7803491629813147, + "FN": 13830, + "FP": 24116, + "IoU": 0.6398135755711859, + "TN": 71704137, + "TP": 67405, + "n_pred": 91521, + "n_ref": 81235 + }, + "9": { + "Dice": 0.30166281464427996, + "FN": 71384, + "FP": 6269, + "IoU": 0.17762245168122848, + "TN": 71715063, + "TP": 16772, + "n_pred": 23041, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9052644464480347, + "FN": 21919, + "FP": 18324, + "IoU": 0.826925227294231, + "TN": 135212992, + "TP": 192275, + "n_pred": 210599, + "n_ref": 214194 + }, + "10": { + "Dice": 0.3727684561109971, + "FN": 61519, + "FP": 17955, + "IoU": 0.22908138519740032, + "TN": 135342420, + "TP": 23616, + "n_pred": 41571, + "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": 0.16209871252631775, + "FN": 36223, + "FP": 8748, + "IoU": 0.08819772510695241, + "TN": 135396189, + "TP": 4350, + "n_pred": 13098, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8470685439299711, + "FN": 29216, + "FP": 11875, + "IoU": 0.7347085028084447, + "TN": 135290620, + "TP": 113799, + "n_pred": 125674, + "n_ref": 143015 + }, + "15": { + "Dice": 0.5088175163226274, + "FN": 32011, + "FP": 5228, + "IoU": 0.3412174712969024, + "TN": 135388983, + "TP": 19288, + "n_pred": 24516, + "n_ref": 51299 + }, + "2": { + "Dice": 0.4022059648127503, + "FN": 148569, + "FP": 32669, + "IoU": 0.2517257894041485, + "TN": 135203302, + "TP": 60970, + "n_pred": 93639, + "n_ref": 209539 + }, + "3": { + "Dice": 0.5730601028948383, + "FN": 94648, + "FP": 102360, + "IoU": 0.40160072898473687, + "TN": 135116285, + "TP": 132217, + "n_pred": 234577, + "n_ref": 226865 + }, + "4": { + "Dice": 0.000522545668314137, + "FN": 36829, + "FP": 9076, + "IoU": 0.00026134111549099465, + "TN": 135399593, + "TP": 12, + "n_pred": 9088, + "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": 0.8275835785382468, + "FN": 457197, + "FP": 44971, + "IoU": 0.705878528642943, + "TN": 133738161, + "TP": 1205181, + "n_pred": 1250152, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.3419711457034197, + "FN": 143445, + "FP": 70240, + "IoU": 0.20625162512536682, + "TN": 135176300, + "TP": 55525, + "n_pred": 125765, + "n_ref": 198970 + }, + "8": { + "Dice": 0.5218913254432102, + "FN": 171847, + "FP": 43955, + "IoU": 0.35308048347642573, + "TN": 135111926, + "TP": 117782, + "n_pred": 161737, + "n_ref": 289629 + }, + "9": { + "Dice": 0.026869006048042186, + "FN": 96699, + "FP": 2, + "IoU": 0.013617446652250193, + "TN": 135347474, + "TP": 1335, + "n_pred": 1337, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48327125435729257, + "FN": 167208, + "FP": 23128, + "IoU": 0.31862734569094514, + "TN": 105474663, + "TP": 89006, + "n_pred": 112134, + "n_ref": 256214 + }, + "10": { + "Dice": 0.14131913850902209, + "FN": 46932, + "FP": 117769, + "IoU": 0.07603195440214525, + "TN": 105575751, + "TP": 13553, + "n_pred": 131322, + "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": 0.21664823486042808, + "FN": 67091, + "FP": 32784, + "IoU": 0.12148373590415706, + "TN": 105640319, + "TP": 13811, + "n_pred": 46595, + "n_ref": 80902 + }, + "14": { + "Dice": 0.787500954533653, + "FN": 67993, + "FP": 1576, + "IoU": 0.6494858346307129, + "TN": 105555528, + "TP": 128908, + "n_pred": 130484, + "n_ref": 196901 + }, + "15": { + "Dice": 0.7652010124198011, + "FN": 8432, + "FP": 3535, + "IoU": 0.6196968252454953, + "TN": 105722538, + "TP": 19500, + "n_pred": 23035, + "n_ref": 27932 + }, + "2": { + "Dice": 0.6087698890498834, + "FN": 63399, + "FP": 51625, + "IoU": 0.43757670586509545, + "TN": 105549490, + "TP": 89491, + "n_pred": 141116, + "n_ref": 152890 + }, + "3": { + "Dice": 0.5127232675931833, + "FN": 99538, + "FP": 37167, + "IoU": 0.3447396549823369, + "TN": 105545378, + "TP": 71922, + "n_pred": 109089, + "n_ref": 171460 + }, + "4": { + "Dice": 0.011477701071534454, + "FN": 40583, + "FP": 6097, + "IoU": 0.005771975037805371, + "TN": 105707054, + "TP": 271, + "n_pred": 6368, + "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": 0.8228335110169978, + "FN": 189014, + "FP": 391292, + "IoU": 0.698995017882198, + "TN": 103826110, + "TP": 1347589, + "n_pred": 1738881, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.5581000264371898, + "FN": 89999, + "FP": 192486, + "IoU": 0.3870587673693986, + "TN": 105293137, + "TP": 178383, + "n_pred": 370869, + "n_ref": 268382 + }, + "8": { + "Dice": 0.7659759226366687, + "FN": 20747, + "FP": 20756, + "IoU": 0.6207139201637666, + "TN": 105644581, + "TP": 67921, + "n_pred": 88677, + "n_ref": 88668 + }, + "9": { + "Dice": 0.5696601151047888, + "FN": 43331, + "FP": 4225, + "IoU": 0.39826905557242637, + "TN": 105674973, + "TP": 31476, + "n_pred": 35701, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8393298487456935, + "FN": 50682, + "FP": 26873, + "IoU": 0.7231424430434876, + "TN": 96857754, + "TP": 202571, + "n_pred": 229444, + "n_ref": 253253 + }, + "10": { + "Dice": 0.6069511847979282, + "FN": 25153, + "FP": 88071, + "IoU": 0.43569986792593884, + "TN": 96937235, + "TP": 87421, + "n_pred": 175492, + "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": 0.48086514366347954, + "FN": 30132, + "FP": 12544, + "IoU": 0.31653881263913136, + "TN": 97075439, + "TP": 19765, + "n_pred": 32309, + "n_ref": 49897 + }, + "14": { + "Dice": 0.6109642255577423, + "FN": 146036, + "FP": 4785, + "IoU": 0.4398477251624884, + "TN": 96868630, + "TP": 118429, + "n_pred": 123214, + "n_ref": 264465 + }, + "15": { + "Dice": 0.43628269337785197, + "FN": 15708, + "FP": 1513, + "IoU": 0.27900355871886123, + "TN": 97113995, + "TP": 6664, + "n_pred": 8177, + "n_ref": 22372 + }, + "2": { + "Dice": 0.346578493087101, + "FN": 104776, + "FP": 20513, + "IoU": 0.20961290973781826, + "TN": 96979364, + "TP": 33227, + "n_pred": 53740, + "n_ref": 138003 + }, + "3": { + "Dice": 0.5610903757061737, + "FN": 42558, + "FP": 138774, + "IoU": 0.3899413599249084, + "TN": 96840643, + "TP": 115905, + "n_pred": 254679, + "n_ref": 158463 + }, + "4": { + "Dice": 0.011930429782952423, + "FN": 27330, + "FP": 166, + "IoU": 0.006001012218928494, + "TN": 97110218, + "TP": 166, + "n_pred": 332, + "n_ref": 27496 + }, + "5": { + "Dice": 0.0, + "FN": 14633, + "FP": 2, + "IoU": 0.0, + "TN": 97123245, + "TP": 0, + "n_pred": 2, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8346723845178595, + "FN": 151714, + "FP": 382545, + "IoU": 0.7162555606068974, + "TN": 95254992, + "TP": 1348629, + "n_pred": 1731174, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.7172027084214981, + "FN": 98333, + "FP": 24625, + "IoU": 0.5590927835051547, + "TN": 96859005, + "TP": 155917, + "n_pred": 180542, + "n_ref": 254250 + }, + "8": { + "Dice": 0.8243215270956354, + "FN": 18542, + "FP": 28137, + "IoU": 0.7011453778338338, + "TN": 96981687, + "TP": 109514, + "n_pred": 137651, + "n_ref": 128056 + }, + "9": { + "Dice": 0.4247107015766876, + "FN": 44889, + "FP": 19292, + "IoU": 0.26960806627822287, + "TN": 97050008, + "TP": 23691, + "n_pred": 42983, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8846780086186561, + "FN": 19744, + "FP": 20344, + "IoU": 0.7932041289017967, + "TN": 130572939, + "TP": 153765, + "n_pred": 174109, + "n_ref": 173509 + }, + "10": { + "Dice": 0.24596141003194774, + "FN": 63621, + "FP": 19931, + "IoU": 0.14022576894184957, + "TN": 130669613, + "TP": 13627, + "n_pred": 33558, + "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": 0.002211166390270868, + "FN": 61283, + "FP": 14527, + "IoU": 0.0011068068622025456, + "TN": 130690898, + "TP": 84, + "n_pred": 14611, + "n_ref": 61367 + }, + "14": { + "Dice": 0.8021482834264472, + "FN": 48082, + "FP": 6845, + "IoU": 0.6696557448036952, + "TN": 130600520, + "TP": 111345, + "n_pred": 118190, + "n_ref": 159427 + }, + "15": { + "Dice": 0.853463844542368, + "FN": 5161, + "FP": 2953, + "IoU": 0.7443845887282236, + "TN": 130735049, + "TP": 23629, + "n_pred": 26582, + "n_ref": 28790 + }, + "2": { + "Dice": 0.6293760849951315, + "FN": 60649, + "FP": 63818, + "IoU": 0.45918948159670475, + "TN": 130536643, + "TP": 105682, + "n_pred": 169500, + "n_ref": 166331 + }, + "3": { + "Dice": 0.35905110094024256, + "FN": 127062, + "FP": 12138, + "IoU": 0.21880699706491422, + "TN": 130588603, + "TP": 38989, + "n_pred": 51127, + "n_ref": 166051 + }, + "4": { + "Dice": 0.0, + "FN": 29936, + "FP": 0, + "IoU": 0.0, + "TN": 130736856, + "TP": 0, + "n_pred": 0, + "n_ref": 29936 + }, + "5": { + "Dice": 0.2835100213104583, + "FN": 26054, + "FP": 507, + "IoU": 0.16516846869499624, + "TN": 130734976, + "TP": 5255, + "n_pred": 5762, + "n_ref": 31309 + }, + "6": { + "Dice": 0.7792961764438904, + "FN": 332648, + "FP": 236296, + "IoU": 0.6383990624143974, + "TN": 129193389, + "TP": 1004459, + "n_pred": 1240755, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.5658859268091871, + "FN": 246231, + "FP": 59585, + "IoU": 0.39458920136675524, + "TN": 130261654, + "TP": 199322, + "n_pred": 258907, + "n_ref": 445553 + }, + "8": { + "Dice": 0.7232919677526892, + "FN": 76172, + "FP": 41694, + "IoU": 0.5665288769896143, + "TN": 130494880, + "TP": 154046, + "n_pred": 195740, + "n_ref": 230218 + }, + "9": { + "Dice": 0.09245601439613617, + "FN": 97071, + "FP": 264, + "IoU": 0.04846861466571515, + "TN": 130664499, + "TP": 4958, + "n_pred": 5222, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6337646480392773, + "FN": 64853, + "FP": 92318, + "IoU": 0.463876627939501, + "TN": 71942846, + "TP": 135991, + "n_pred": 228309, + "n_ref": 200844 + }, + "10": { + "Dice": 0.21740759536897822, + "FN": 39744, + "FP": 125257, + "IoU": 0.1219614729672201, + "TN": 72048088, + "TP": 22919, + "n_pred": 148176, + "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": 0.258100638278379, + "FN": 57761, + "FP": 15118, + "IoU": 0.14817195754827248, + "TN": 72150452, + "TP": 12677, + "n_pred": 27795, + "n_ref": 70438 + }, + "14": { + "Dice": 0.41717501858385153, + "FN": 38489, + "FP": 60301, + "IoU": 0.2635635799800218, + "TN": 72101862, + "TP": 35356, + "n_pred": 95657, + "n_ref": 73845 + }, + "15": { + "Dice": 0.6076732673267327, + "FN": 15550, + "FP": 934, + "IoU": 0.43644444444444447, + "TN": 72206758, + "TP": 12766, + "n_pred": 13700, + "n_ref": 28316 + }, + "2": { + "Dice": 0.04409633057899887, + "FN": 121302, + "FP": 138526, + "IoU": 0.0225452466133225, + "TN": 71970187, + "TP": 5993, + "n_pred": 144519, + "n_ref": 127295 + }, + "3": { + "Dice": 0.6069434455704479, + "FN": 75414, + "FP": 44822, + "IoU": 0.43569189179041434, + "TN": 72022940, + "TP": 92832, + "n_pred": 137654, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1475, + "IoU": 0.0, + "TN": 72234533, + "TP": 0, + "n_pred": 1475, + "n_ref": 0 + }, + "5": { + "Dice": 0.6428000871396413, + "FN": 3801, + "FP": 1118, + "IoU": 0.4736222578919208, + "TN": 72226663, + "TP": 4426, + "n_pred": 5544, + "n_ref": 8227 + }, + "6": { + "Dice": 0.5940280987617068, + "FN": 472350, + "FP": 948412, + "IoU": 0.42250353526875156, + "TN": 69775799, + "TP": 1039447, + "n_pred": 1987859, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.13717638195924775, + "FN": 274073, + "FP": 545977, + "IoU": 0.07363895359214133, + "TN": 71350770, + "TP": 65188, + "n_pred": 611165, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8133886124110924, + "FN": 12744, + "FP": 12417, + "IoU": 0.6854717735886794, + "TN": 72156012, + "TP": 54835, + "n_pred": 67252, + "n_ref": 67579 + }, + "9": { + "Dice": 0.07725572484262384, + "FN": 47503, + "FP": 3068, + "IoU": 0.040179927118129365, + "TN": 72183320, + "TP": 2117, + "n_pred": 5185, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.002896500341134072, + "FN": 88646, + "FP": 149571, + "IoU": 0.0014503506411304352, + "TN": 52314557, + "TP": 346, + "n_pred": 149917, + "n_ref": 88992 + }, + "10": { + "Dice": 0.04285978961236799, + "FN": 46143, + "FP": 352, + "IoU": 0.02189919219118142, + "TN": 52505584, + "TP": 1041, + "n_pred": 1393, + "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": 0.024090888351507963, + "FN": 21351, + "FP": 38, + "IoU": 0.012192305916039347, + "TN": 52531467, + "TP": 264, + "n_pred": 302, + "n_ref": 21615 + }, + "14": { + "Dice": 0.1314474907063197, + "FN": 51311, + "FP": 8501, + "IoU": 0.07034722869843638, + "TN": 52488782, + "TP": 4526, + "n_pred": 13027, + "n_ref": 55837 + }, + "15": { + "Dice": 0.05083307621104597, + "FN": 24610, + "FP": 0, + "IoU": 0.026079385808698403, + "TN": 52527851, + "TP": 659, + "n_pred": 659, + "n_ref": 25269 + }, + "2": { + "Dice": 0.43886770709460704, + "FN": 81379, + "FP": 55934, + "IoU": 0.2811214072561646, + "TN": 52362110, + "TP": 53697, + "n_pred": 109631, + "n_ref": 135076 + }, + "3": { + "Dice": 0.013037773442652542, + "FN": 142154, + "FP": 11, + "IoU": 0.0065616614490161, + "TN": 52410016, + "TP": 939, + "n_pred": 950, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 3309, + "IoU": 0.0, + "TN": 52547931, + "TP": 0, + "n_pred": 3309, + "n_ref": 1880 + }, + "5": { + "Dice": 0.3028755710830422, + "FN": 5155, + "FP": 33, + "IoU": 0.1784639746634996, + "TN": 52546805, + "TP": 1127, + "n_pred": 1160, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8056056712540607, + "FN": 141437, + "FP": 163273, + "IoU": 0.6744888617312095, + "TN": 51617023, + "TP": 631387, + "n_pred": 794660, + "n_ref": 772824 + }, + "7": { + "Dice": 0.22773707356130377, + "FN": 164763, + "FP": 27176, + "IoU": 0.12850072648020341, + "TN": 52332880, + "TP": 28301, + "n_pred": 55477, + "n_ref": 193064 + }, + "8": { + "Dice": 0.5339015185713512, + "FN": 29964, + "FP": 21662, + "IoU": 0.3641648397664852, + "TN": 52471926, + "TP": 29568, + "n_pred": 51230, + "n_ref": 59532 + }, + "9": { + "Dice": 0.14820767985250144, + "FN": 71820, + "FP": 251, + "IoU": 0.08003472000612706, + "TN": 52474779, + "TP": 6270, + "n_pred": 6521, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.618246353636672, + "FN": 139617, + "FP": 49461, + "IoU": 0.44743602107644154, + "TN": 143795067, + "TP": 153105, + "n_pred": 202566, + "n_ref": 292722 + }, + "10": { + "Dice": 0.4796456545614734, + "FN": 58537, + "FP": 27693, + "IoU": 0.3154828057028546, + "TN": 144011278, + "TP": 39742, + "n_pred": 67435, + "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": 0.08036787013907497, + "FN": 99652, + "FP": 6743, + "IoU": 0.041866287237491445, + "TN": 144026206, + "TP": 4649, + "n_pred": 11392, + "n_ref": 104301 + }, + "14": { + "Dice": 0.3942634086753611, + "FN": 309392, + "FP": 34, + "IoU": 0.24553429921536307, + "TN": 143727124, + "TP": 100700, + "n_pred": 100734, + "n_ref": 410092 + }, + "15": { + "Dice": 0.2684173669467787, + "FN": 18833, + "FP": 2061, + "IoU": 0.15501273911109315, + "TN": 144112523, + "TP": 3833, + "n_pred": 5894, + "n_ref": 22666 + }, + "2": { + "Dice": 0.5875245665159597, + "FN": 47008, + "FP": 80807, + "IoU": 0.4159538301255689, + "TN": 143918406, + "TP": 91029, + "n_pred": 171836, + "n_ref": 138037 + }, + "3": { + "Dice": 0.5000390263105204, + "FN": 100523, + "FP": 46802, + "IoU": 0.3333680242897027, + "TN": 143916251, + "TP": 73674, + "n_pred": 120476, + "n_ref": 174197 + }, + "4": { + "Dice": 0.0, + "FN": 51170, + "FP": 1041, + "IoU": 0.0, + "TN": 144085039, + "TP": 0, + "n_pred": 1041, + "n_ref": 51170 + }, + "5": { + "Dice": 0.2054558468757456, + "FN": 28257, + "FP": 1714, + "IoU": 0.1144891567688944, + "TN": 144103404, + "TP": 3875, + "n_pred": 5589, + "n_ref": 32132 + }, + "6": { + "Dice": 0.7805021176232374, + "FN": 109674, + "FP": 592782, + "IoU": 0.6400192480056329, + "TN": 142185879, + "TP": 1248915, + "n_pred": 1841697, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.4336296252547028, + "FN": 146273, + "FP": 122233, + "IoU": 0.27683722333245353, + "TN": 143765956, + "TP": 102788, + "n_pred": 225021, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7332757724258159, + "FN": 73275, + "FP": 40098, + "IoU": 0.5788756198577345, + "TN": 143868035, + "TP": 155842, + "n_pred": 195940, + "n_ref": 229117 + }, + "9": { + "Dice": 0.40258171084226785, + "FN": 68138, + "FP": 9984, + "IoU": 0.25202022136264407, + "TN": 144032806, + "TP": 26322, + "n_pred": 36306, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.807348344827747, + "FN": 40816, + "FP": 41841, + "IoU": 0.6769355841049353, + "TN": 111523067, + "TP": 173196, + "n_pred": 215037, + "n_ref": 214012 + }, + "10": { + "Dice": 0.4609363072353537, + "FN": 29397, + "FP": 9442, + "IoU": 0.2994913786884063, + "TN": 111723476, + "TP": 16605, + "n_pred": 26047, + "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": 0.251533261179866, + "FN": 44925, + "FP": 2792, + "IoU": 0.14385933435004933, + "TN": 111723185, + "TP": 8018, + "n_pred": 10810, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7296272194849865, + "FN": 13490, + "FP": 44678, + "IoU": 0.5743410364863085, + "TN": 111642266, + "TP": 78486, + "n_pred": 123164, + "n_ref": 91976 + }, + "15": { + "Dice": 0.6087749920660108, + "FN": 3059, + "FP": 6803, + "IoU": 0.4375819788993442, + "TN": 111761385, + "TP": 7673, + "n_pred": 14476, + "n_ref": 10732 + }, + "2": { + "Dice": 0.7971846125449235, + "FN": 59466, + "FP": 15252, + "IoU": 0.6627655589205681, + "TN": 111557359, + "TP": 146843, + "n_pred": 162095, + "n_ref": 206309 + }, + "3": { + "Dice": 0.46090453259196745, + "FN": 35587, + "FP": 29567, + "IoU": 0.29946455067415007, + "TN": 111685914, + "TP": 27852, + "n_pred": 57419, + "n_ref": 63439 + }, + "4": { + "Dice": 0.16586656216322132, + "FN": 16986, + "FP": 42, + "IoU": 0.09043320335452167, + "TN": 111760199, + "TP": 1693, + "n_pred": 1735, + "n_ref": 18679 + }, + "5": { + "Dice": 7.570882386342128e-05, + "FN": 26415, + "FP": 0, + "IoU": 3.7855844942459115e-05, + "TN": 111752504, + "TP": 1, + "n_pred": 1, + "n_ref": 26416 + }, + "6": { + "Dice": 0.7808415244915912, + "FN": 419434, + "FP": 38241, + "IoU": 0.6404758201479652, + "TN": 110505918, + "TP": 815327, + "n_pred": 853568, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.1864057279236277, + "FN": 209103, + "FP": 46569, + "IoU": 0.10278248602440333, + "TN": 111493959, + "TP": 29289, + "n_pred": 75858, + "n_ref": 238392 + }, + "8": { + "Dice": 0.6794480538563439, + "FN": 126965, + "FP": 14835, + "IoU": 0.5145182329559266, + "TN": 111486839, + "TP": 150281, + "n_pred": 165116, + "n_ref": 277246 + }, + "9": { + "Dice": 0.12396404809151394, + "FN": 75029, + "FP": 21, + "IoU": 0.0660776505724241, + "TN": 111698560, + "TP": 5310, + "n_pred": 5331, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1259004651545713, + "FN": 153170, + "FP": 16706, + "IoU": 0.06717917742024052, + "TN": 198905765, + "TP": 12234, + "n_pred": 28940, + "n_ref": 165404 + }, + "10": { + "Dice": 0.5069694244604317, + "FN": 29302, + "FP": 36488, + "IoU": 0.33955729558801384, + "TN": 198988260, + "TP": 33825, + "n_pred": 70313, + "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": 0.009970144347968994, + "FN": 35412, + "FP": 733, + "IoU": 0.005010047622980153, + "TN": 199051548, + "TP": 182, + "n_pred": 915, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6171980417740011, + "FN": 19275, + "FP": 15052, + "IoU": 0.44633870967741934, + "TN": 199025875, + "TP": 27673, + "n_pred": 42725, + "n_ref": 46948 + }, + "15": { + "Dice": 0.15410233524717917, + "FN": 126998, + "FP": 0, + "IoU": 0.08348368286592671, + "TN": 198949309, + "TP": 11568, + "n_pred": 11568, + "n_ref": 138566 + }, + "2": { + "Dice": 0.6218390834079291, + "FN": 8357, + "FP": 139080, + "IoU": 0.451209344222022, + "TN": 198819217, + "TP": 121221, + "n_pred": 260301, + "n_ref": 129578 + }, + "3": { + "Dice": 0.008158934319861772, + "FN": 138262, + "FP": 79, + "IoU": 0.0040961773810380825, + "TN": 198948965, + "TP": 569, + "n_pred": 648, + "n_ref": 138831 + }, + "4": { + "Dice": 0.14146138655025464, + "FN": 15759, + "FP": 761, + "IoU": 0.07611431128012974, + "TN": 199069994, + "TP": 1361, + "n_pred": 2122, + "n_ref": 17120 + }, + "5": { + "Dice": 0.09021631088181001, + "FN": 19115, + "FP": 106, + "IoU": 0.04723902052146327, + "TN": 199067701, + "TP": 953, + "n_pred": 1059, + "n_ref": 20068 + }, + "6": { + "Dice": 0.7392945908923569, + "FN": 129850, + "FP": 593175, + "IoU": 0.5864134361219621, + "TN": 197339692, + "TP": 1025158, + "n_pred": 1618333, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.3774254084671935, + "FN": 101371, + "FP": 79434, + "IoU": 0.23260897245447987, + "TN": 198852265, + "TP": 54805, + "n_pred": 134239, + "n_ref": 156176 + }, + "8": { + "Dice": 0.7706302283162463, + "FN": 20337, + "FP": 38011, + "IoU": 0.6268498266886663, + "TN": 198931509, + "TP": 98018, + "n_pred": 136029, + "n_ref": 118355 + }, + "9": { + "Dice": 0.4225076794191567, + "FN": 74652, + "FP": 3932, + "IoU": 0.267835015046911, + "TN": 198980544, + "TP": 28747, + "n_pred": 32679, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7855053575890604, + "FN": 24051, + "FP": 63507, + "IoU": 0.6467754818825087, + "TN": 130827310, + "TP": 160324, + "n_pred": 223831, + "n_ref": 184375 + }, + "10": { + "Dice": 0.35286097318419657, + "FN": 32514, + "FP": 151643, + "IoU": 0.21422658770118277, + "TN": 130840828, + "TP": 50207, + "n_pred": 201850, + "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": 0.22537931658882912, + "FN": 75222, + "FP": 27447, + "IoU": 0.12700140300157306, + "TN": 130957587, + "TP": 14936, + "n_pred": 42383, + "n_ref": 90158 + }, + "14": { + "Dice": 0.46625112496250126, + "FN": 28637, + "FP": 35415, + "IoU": 0.30399443647585517, + "TN": 130983164, + "TP": 27976, + "n_pred": 63391, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6595159702657751, + "FN": 8149, + "FP": 11913, + "IoU": 0.4919983794186164, + "TN": 131035700, + "TP": 19430, + "n_pred": 31343, + "n_ref": 27579 + }, + "2": { + "Dice": 0.35795383521966306, + "FN": 110143, + "FP": 69628, + "IoU": 0.21799255276574273, + "TN": 130845308, + "TP": 50113, + "n_pred": 119741, + "n_ref": 160256 + }, + "3": { + "Dice": 0.728520998673013, + "FN": 47878, + "FP": 58096, + "IoU": 0.5729713175858095, + "TN": 130827026, + "TP": 142192, + "n_pred": 200288, + "n_ref": 190070 + }, + "4": { + "Dice": 0.004936803742665874, + "FN": 72889, + "FP": 4107, + "IoU": 0.0024745099563397983, + "TN": 130998005, + "TP": 191, + "n_pred": 4298, + "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": 0.7820469844102718, + "FN": 125341, + "FP": 623024, + "IoU": 0.6420994688630148, + "TN": 128984206, + "TP": 1342621, + "n_pred": 1965645, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.4525287075806109, + "FN": 422081, + "FP": 437098, + "IoU": 0.29243108405139223, + "TN": 129860923, + "TP": 355090, + "n_pred": 792188, + "n_ref": 777171 + }, + "8": { + "Dice": 0.7973462769452511, + "FN": 34142, + "FP": 13663, + "IoU": 0.662989072964399, + "TN": 130933342, + "TP": 94045, + "n_pred": 107708, + "n_ref": 128187 + }, + "9": { + "Dice": 0.427677275698191, + "FN": 46240, + "FP": 5423, + "IoU": 0.27200349463123186, + "TN": 131004226, + "TP": 19303, + "n_pred": 24726, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8465446110361486, + "FN": 30146, + "FP": 37067, + "IoU": 0.733920547890976, + "TN": 101364595, + "TP": 185392, + "n_pred": 222459, + "n_ref": 215538 + }, + "10": { + "Dice": 0.1836936986002941, + "FN": 28959, + "FP": 120923, + "IoU": 0.10113585933095846, + "TN": 101450454, + "TP": 16864, + "n_pred": 137787, + "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": 0.37659635439379024, + "FN": 44971, + "FP": 5064, + "IoU": 0.23197949284705593, + "TN": 101552052, + "TP": 15113, + "n_pred": 20177, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8437195106697021, + "FN": 11181, + "FP": 7560, + "IoU": 0.7296841194288187, + "TN": 101547870, + "TP": 50589, + "n_pred": 58149, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7366446940859716, + "FN": 13430, + "FP": 753, + "IoU": 0.58308592257268, + "TN": 101583181, + "TP": 19836, + "n_pred": 20589, + "n_ref": 33266 + }, + "2": { + "Dice": 0.49989218757092924, + "FN": 84246, + "FP": 92024, + "IoU": 0.3332375069505649, + "TN": 101352833, + "TP": 88097, + "n_pred": 180121, + "n_ref": 172343 + }, + "3": { + "Dice": 0.48761456733444164, + "FN": 99795, + "FP": 53998, + "IoU": 0.32241421849391116, + "TN": 101390228, + "TP": 73179, + "n_pred": 127177, + "n_ref": 172974 + }, + "4": { + "Dice": 0.009058725531028738, + "FN": 16126, + "FP": 2908, + "IoU": 0.004549971235814026, + "TN": 101598079, + "TP": 87, + "n_pred": 2995, + "n_ref": 16213 + }, + "5": { + "Dice": 0.2653892976234584, + "FN": 25357, + "FP": 2401, + "IoU": 0.15299646039301842, + "TN": 101584428, + "TP": 5014, + "n_pred": 7415, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8049799118941607, + "FN": 271219, + "FP": 340497, + "IoU": 0.673612033727475, + "TN": 99743001, + "TP": 1262483, + "n_pred": 1602980, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.737389461045395, + "FN": 150241, + "FP": 47479, + "IoU": 0.5840197260320085, + "TN": 101141889, + "TP": 277591, + "n_pred": 325070, + "n_ref": 427832 + }, + "8": { + "Dice": 0.7090296680214276, + "FN": 89328, + "FP": 27725, + "IoU": 0.54922227913228, + "TN": 101357531, + "TP": 142616, + "n_pred": 170341, + "n_ref": 231944 + }, + "9": { + "Dice": 0.38437611091361534, + "FN": 59373, + "FP": 9897, + "IoU": 0.23791187634083283, + "TN": 101526305, + "TP": 21625, + "n_pred": 31522, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7052326384094988, + "FN": 94105, + "FP": 4105, + "IoU": 0.5446790360417999, + "TN": 118966518, + "TP": 117484, + "n_pred": 121589, + "n_ref": 211589 + }, + "10": { + "Dice": 0.4709942083113951, + "FN": 18577, + "FP": 121080, + "IoU": 0.3080395187981846, + "TN": 118980384, + "TP": 62171, + "n_pred": 183251, + "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": 0.033909628076803464, + "FN": 31603, + "FP": 52272, + "IoU": 0.01724723774707957, + "TN": 119096865, + "TP": 1472, + "n_pred": 53744, + "n_ref": 33075 + }, + "14": { + "Dice": 0.09480436469889969, + "FN": 61714, + "FP": 17592, + "IoU": 0.049760960471608814, + "TN": 119098753, + "TP": 4153, + "n_pred": 21745, + "n_ref": 65867 + }, + "15": { + "Dice": 0.610918324164198, + "FN": 9893, + "FP": 3898, + "IoU": 0.43980014623446256, + "TN": 119157594, + "TP": 10827, + "n_pred": 14725, + "n_ref": 20720 + }, + "2": { + "Dice": 0.6039773145761214, + "FN": 70483, + "FP": 90821, + "IoU": 0.43264147558800875, + "TN": 118897905, + "TP": 123003, + "n_pred": 213824, + "n_ref": 193486 + }, + "3": { + "Dice": 0.2445118907193631, + "FN": 169327, + "FP": 1680, + "IoU": 0.13928427622307227, + "TN": 118983532, + "TP": 27673, + "n_pred": 29353, + "n_ref": 197000 + }, + "4": { + "Dice": 0.0925178749038227, + "FN": 40872, + "FP": 7485, + "IoU": 0.04850261697689977, + "TN": 119131390, + "TP": 2465, + "n_pred": 9950, + "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": 0.8516106751515317, + "FN": 143456, + "FP": 412545, + "IoU": 0.7415696547544126, + "TN": 117030758, + "TP": 1595453, + "n_pred": 2007998, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.48231209865539054, + "FN": 161266, + "FP": 131457, + "IoU": 0.31779399323673974, + "TN": 118753129, + "TP": 136360, + "n_pred": 267817, + "n_ref": 297626 + }, + "8": { + "Dice": 0.7382820539205598, + "FN": 24767, + "FP": 15927, + "IoU": 0.5851403288782865, + "TN": 119084121, + "TP": 57397, + "n_pred": 73324, + "n_ref": 82164 + }, + "9": { + "Dice": 0.5118317709652901, + "FN": 55218, + "FP": 2586, + "IoU": 0.3439340801525418, + "TN": 119094105, + "TP": 30303, + "n_pred": 32889, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 14623, + "IoU": 0.0, + "TN": 61317857, + "TP": 0, + "n_pred": 14623, + "n_ref": 0 + }, + "10": { + "Dice": 0.4486578403983967, + "FN": 15959, + "FP": 29433, + "IoU": 0.28920624481295315, + "TN": 61268619, + "TP": 18469, + "n_pred": 47902, + "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": 0.24821510359134627, + "FN": 43483, + "FP": 12325, + "IoU": 0.14169268390212392, + "TN": 61267459, + "TP": 9213, + "n_pred": 21538, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8152731682826162, + "FN": 83022, + "FP": 1971, + "IoU": 0.6881528690464397, + "TN": 61059933, + "TP": 187554, + "n_pred": 189525, + "n_ref": 270576 + }, + "15": { + "Dice": 0.20524789847012273, + "FN": 86972, + "FP": 198, + "IoU": 0.11436002682218113, + "TN": 61234054, + "TP": 11256, + "n_pred": 11454, + "n_ref": 98228 + }, + "2": { + "Dice": 0.4479967657833075, + "FN": 106643, + "FP": 27167, + "IoU": 0.2886571083786528, + "TN": 61144371, + "TP": 54299, + "n_pred": 81466, + "n_ref": 160942 + }, + "3": { + "Dice": 0.43063235792697896, + "FN": 91810, + "FP": 5594, + "IoU": 0.27439864718896895, + "TN": 61198241, + "TP": 36835, + "n_pred": 42429, + "n_ref": 128645 + }, + "4": { + "Dice": 0.16724573594440936, + "FN": 37953, + "FP": 4231, + "IoU": 0.09125376992675571, + "TN": 61286060, + "TP": 4236, + "n_pred": 8467, + "n_ref": 42189 + }, + "5": { + "Dice": 0.0, + "FN": 8572, + "FP": 142, + "IoU": 0.0, + "TN": 61323766, + "TP": 0, + "n_pred": 142, + "n_ref": 8572 + }, + "6": { + "Dice": 0.8346184414478104, + "FN": 65649, + "FP": 386313, + "IoU": 0.7161761187337627, + "TN": 59740077, + "TP": 1140441, + "n_pred": 1526754, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.2830067472186647, + "FN": 135061, + "FP": 215401, + "IoU": 0.1648269419581153, + "TN": 60912852, + "TP": 69166, + "n_pred": 284567, + "n_ref": 204227 + }, + "8": { + "Dice": 0.5912956839414899, + "FN": 41264, + "FP": 15344, + "IoU": 0.41974435458244924, + "TN": 61234923, + "TP": 40949, + "n_pred": 56293, + "n_ref": 82213 + }, + "9": { + "Dice": 0.49126738711171924, + "FN": 40576, + "FP": 6641, + "IoU": 0.32561593944154826, + "TN": 61262465, + "TP": 22798, + "n_pred": 29439, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9319882020941862, + "FN": 16320, + "FP": 7154, + "IoU": 0.8726384895013836, + "TN": 148923190, + "TP": 160836, + "n_pred": 167990, + "n_ref": 177156 + }, + "10": { + "Dice": 0.21931879332721343, + "FN": 58945, + "FP": 39705, + "IoU": 0.12316566969166363, + "TN": 148994993, + "TP": 13857, + "n_pred": 53562, + "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": 0.009139498831532427, + "FN": 83972, + "FP": 1676, + "IoU": 0.00459072789186802, + "TN": 149021457, + "TP": 395, + "n_pred": 2071, + "n_ref": 84367 + }, + "14": { + "Dice": 0.7458578474792776, + "FN": 13072, + "FP": 41442, + "IoU": 0.5947155559520624, + "TN": 148972992, + "TP": 79994, + "n_pred": 121436, + "n_ref": 93066 + }, + "15": { + "Dice": 0.6860858962200244, + "FN": 17787, + "FP": 749, + "IoU": 0.5221695194885544, + "TN": 149068708, + "TP": 20256, + "n_pred": 21005, + "n_ref": 38043 + }, + "2": { + "Dice": 0.7916333510270176, + "FN": 39186, + "FP": 22836, + "IoU": 0.6551267793594306, + "TN": 148927660, + "TP": 117818, + "n_pred": 140654, + "n_ref": 157004 + }, + "3": { + "Dice": 0.06789980638326372, + "FN": 57298, + "FP": 19247, + "IoU": 0.035143004802541185, + "TN": 149028167, + "TP": 2788, + "n_pred": 22035, + "n_ref": 60086 + }, + "4": { + "Dice": 0.15657055030238232, + "FN": 23490, + "FP": 1753, + "IoU": 0.08493438700790255, + "TN": 149079914, + "TP": 2343, + "n_pred": 4096, + "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": 0.7851673287147184, + "FN": 356921, + "FP": 53027, + "IoU": 0.6463172643225168, + "TN": 147948416, + "TP": 749136, + "n_pred": 802163, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.15925106329550984, + "FN": 244692, + "FP": 76728, + "IoU": 0.08651427694458891, + "TN": 148755639, + "TP": 30441, + "n_pred": 107169, + "n_ref": 275133 + }, + "8": { + "Dice": 0.8107893833195305, + "FN": 68508, + "FP": 6430, + "IoU": 0.681787878401848, + "TN": 148872003, + "TP": 160559, + "n_pred": 166989, + "n_ref": 229067 + }, + "9": { + "Dice": 0.3140746032939761, + "FN": 70782, + "FP": 2184, + "IoU": 0.18629211227710185, + "TN": 149017829, + "TP": 16705, + "n_pred": 18889, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.04210105686168438, + "FN": 503936, + "FP": 4261, + "IoU": 0.021503181770046113, + "TN": 100193435, + "TP": 11168, + "n_pred": 15429, + "n_ref": 515104 + }, + "10": { + "Dice": 0.17914643496038846, + "FN": 20946, + "FP": 139654, + "IoU": 0.0983859649122807, + "TN": 100534675, + "TP": 17525, + "n_pred": 157179, + "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": 9111, + "IoU": 0.0, + "TN": 100664534, + "TP": 0, + "n_pred": 9111, + "n_ref": 39155 + }, + "14": { + "Dice": 0.3525507394587791, + "FN": 118042, + "FP": 13644, + "IoU": 0.2139979348092086, + "TN": 100545261, + "TP": 35853, + "n_pred": 49497, + "n_ref": 153895 + }, + "15": { + "Dice": 0.12196892411520051, + "FN": 89049, + "FP": 461, + "IoU": 0.06494510430703981, + "TN": 100617073, + "TP": 6217, + "n_pred": 6678, + "n_ref": 95266 + }, + "2": { + "Dice": 0.07240812569850766, + "FN": 222142, + "FP": 60050, + "IoU": 0.03756403347816893, + "TN": 100419594, + "TP": 11014, + "n_pred": 71064, + "n_ref": 233156 + }, + "3": { + "Dice": 0.3916323444140907, + "FN": 158430, + "FP": 45114, + "IoU": 0.24349677951676027, + "TN": 100443741, + "TP": 65515, + "n_pred": 110629, + "n_ref": 223945 + }, + "4": { + "Dice": 0.055212403882516074, + "FN": 55681, + "FP": 11774, + "IoU": 0.028389940368161785, + "TN": 100643374, + "TP": 1971, + "n_pred": 13745, + "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": 0.3720584463008681, + "FN": 1394931, + "FP": 911055, + "IoU": 0.2285453341094763, + "TN": 97723660, + "TP": 683154, + "n_pred": 1594209, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.25821088253629, + "FN": 114309, + "FP": 218873, + "IoU": 0.1482446295865491, + "TN": 100321629, + "TP": 57989, + "n_pred": 276862, + "n_ref": 172298 + }, + "8": { + "Dice": 0.613619462445554, + "FN": 45352, + "FP": 31025, + "IoU": 0.4426053639846743, + "TN": 100575775, + "TP": 60648, + "n_pred": 91673, + "n_ref": 106000 + }, + "9": { + "Dice": 0.43508537752480736, + "FN": 67304, + "FP": 22418, + "IoU": 0.27802499336138986, + "TN": 100588527, + "TP": 34551, + "n_pred": 56969, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6140233023454035, + "FN": 35331, + "FP": 18104, + "IoU": 0.44302570410056497, + "TN": 78854762, + "TP": 42503, + "n_pred": 60607, + "n_ref": 77834 + }, + "10": { + "Dice": 0.28622728426856253, + "FN": 31053, + "FP": 8303, + "IoU": 0.16701589518911253, + "TN": 78903453, + "TP": 7891, + "n_pred": 16194, + "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": 0.019582866526496722, + "FN": 58767, + "FP": 5116, + "IoU": 0.009888253436865517, + "TN": 78886179, + "TP": 638, + "n_pred": 5754, + "n_ref": 59405 + }, + "14": { + "Dice": 0.2162528005974608, + "FN": 18003, + "FP": 49161, + "IoU": 0.12123511710061494, + "TN": 78874270, + "TP": 9266, + "n_pred": 58427, + "n_ref": 27269 + }, + "15": { + "Dice": 0.6527180769703127, + "FN": 29888, + "FP": 1217, + "IoU": 0.48447029965526384, + "TN": 78890364, + "TP": 29231, + "n_pred": 30448, + "n_ref": 59119 + }, + "2": { + "Dice": 0.559237753445084, + "FN": 55866, + "FP": 13893, + "IoU": 0.388154086340274, + "TN": 78836686, + "TP": 44255, + "n_pred": 58148, + "n_ref": 100121 + }, + "3": { + "Dice": 0.06730070742855866, + "FN": 81666, + "FP": 1791, + "IoU": 0.03482213073044363, + "TN": 78864232, + "TP": 3011, + "n_pred": 4802, + "n_ref": 84677 + }, + "4": { + "Dice": 0.5612247785607154, + "FN": 7212, + "FP": 8293, + "IoU": 0.39007120097557135, + "TN": 78925279, + "TP": 9916, + "n_pred": 18209, + "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": 0.739481602613757, + "FN": 268903, + "FP": 39841, + "IoU": 0.5866487979446507, + "TN": 78203771, + "TP": 438185, + "n_pred": 478026, + "n_ref": 707088 + }, + "7": { + "Dice": 0.05980804432790778, + "FN": 696935, + "FP": 63229, + "IoU": 0.030825838728513837, + "TN": 78166358, + "TP": 24178, + "n_pred": 87407, + "n_ref": 721113 + }, + "8": { + "Dice": 0.5265965688987272, + "FN": 212163, + "FP": 1697, + "IoU": 0.3574014813479365, + "TN": 78617895, + "TP": 118945, + "n_pred": 120642, + "n_ref": 331108 + }, + "9": { + "Dice": 0.3397518900630717, + "FN": 44847, + "FP": 2574, + "IoU": 0.20463922713092483, + "TN": 78891078, + "TP": 12201, + "n_pred": 14775, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8820878089328069, + "FN": 25103, + "FP": 7807, + "IoU": 0.789049279524127, + "TN": 104848432, + "TP": 123098, + "n_pred": 130905, + "n_ref": 148201 + }, + "10": { + "Dice": 0.6141332039306078, + "FN": 36611, + "FP": 27003, + "IoU": 0.44314013848402883, + "TN": 104890203, + "TP": 50623, + "n_pred": 77626, + "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": 0.09994267795124254, + "FN": 73372, + "FP": 6707, + "IoU": 0.052599822537710735, + "TN": 104919915, + "TP": 4446, + "n_pred": 11153, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8189962309065661, + "FN": 18475, + "FP": 4336, + "IoU": 0.693474696981913, + "TN": 104930022, + "TP": 51607, + "n_pred": 55943, + "n_ref": 70082 + }, + "15": { + "Dice": 0.6097220671949994, + "FN": 13435, + "FP": 551, + "IoU": 0.4385612781502148, + "TN": 104979529, + "TP": 10925, + "n_pred": 11476, + "n_ref": 24360 + }, + "2": { + "Dice": 0.6729493462303923, + "FN": 44965, + "FP": 77297, + "IoU": 0.5071014767362637, + "TN": 104756393, + "TP": 125785, + "n_pred": 203082, + "n_ref": 170750 + }, + "3": { + "Dice": 0.34287109655548853, + "FN": 117738, + "FP": 19506, + "IoU": 0.2069067142832377, + "TN": 104831391, + "TP": 35805, + "n_pred": 55311, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2422, + "IoU": 0.0, + "TN": 105002018, + "TP": 0, + "n_pred": 2422, + "n_ref": 0 + }, + "5": { + "Dice": 0.22041893774594873, + "FN": 25571, + "FP": 6324, + "IoU": 0.12386001538292496, + "TN": 104968036, + "TP": 4509, + "n_pred": 10833, + "n_ref": 30080 + }, + "6": { + "Dice": 0.7910962927791246, + "FN": 94591, + "FP": 508162, + "IoU": 0.6543914854870949, + "TN": 103260406, + "TP": 1141281, + "n_pred": 1649443, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.39285880831240994, + "FN": 150059, + "FP": 97314, + "IoU": 0.24444573404274814, + "TN": 104677034, + "TP": 80033, + "n_pred": 177347, + "n_ref": 230092 + }, + "8": { + "Dice": 0.6663582085144294, + "FN": 163111, + "FP": 40238, + "IoU": 0.4996530648399669, + "TN": 104598024, + "TP": 203067, + "n_pred": 243305, + "n_ref": 366178 + }, + "9": { + "Dice": 0.3834348691523554, + "FN": 71305, + "FP": 248, + "IoU": 0.23719110466727789, + "TN": 104910638, + "TP": 22249, + "n_pred": 22497, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3695586540305598, + "FN": 320808, + "FP": 11207, + "IoU": 0.22666172870562531, + "TN": 177246961, + "TP": 97312, + "n_pred": 108519, + "n_ref": 418120 + }, + "10": { + "Dice": 0.28189473521715974, + "FN": 53700, + "FP": 39337, + "IoU": 0.16407302916494457, + "TN": 177564990, + "TP": 18261, + "n_pred": 57598, + "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": 0.002282782943251042, + "FN": 76994, + "FP": 803, + "IoU": 0.0011426957347918753, + "TN": 177598402, + "TP": 89, + "n_pred": 892, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8623491195557967, + "FN": 15054, + "FP": 4481, + "IoU": 0.7580085722072195, + "TN": 177595562, + "TP": 61191, + "n_pred": 65672, + "n_ref": 76245 + }, + "15": { + "Dice": 0.8130055795818675, + "FN": 5028, + "FP": 3317, + "IoU": 0.6849278864305671, + "TN": 177649802, + "TP": 18141, + "n_pred": 21458, + "n_ref": 23169 + }, + "2": { + "Dice": 0.6424920395508631, + "FN": 76351, + "FP": 77243, + "IoU": 0.47328786148575663, + "TN": 177384679, + "TP": 138015, + "n_pred": 215258, + "n_ref": 214366 + }, + "3": { + "Dice": 0.5118142383261036, + "FN": 116784, + "FP": 55404, + "IoU": 0.34391824697369777, + "TN": 177413839, + "TP": 90261, + "n_pred": 145665, + "n_ref": 207045 + }, + "4": { + "Dice": 0.0, + "FN": 34433, + "FP": 323, + "IoU": 0.0, + "TN": 177641532, + "TP": 0, + "n_pred": 323, + "n_ref": 34433 + }, + "5": { + "Dice": 0.5663222796200633, + "FN": 17587, + "FP": 3233, + "IoU": 0.39501365723252163, + "TN": 177641874, + "TP": 13594, + "n_pred": 16827, + "n_ref": 31181 + }, + "6": { + "Dice": 0.709230151770403, + "FN": 396285, + "FP": 759262, + "IoU": 0.5494629059883711, + "TN": 175111467, + "TP": 1409274, + "n_pred": 2168536, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.5779783037358128, + "FN": 125048, + "FP": 230017, + "IoU": 0.40644830191707176, + "TN": 177078084, + "TP": 243139, + "n_pred": 473156, + "n_ref": 368187 + }, + "8": { + "Dice": 0.7332991167952884, + "FN": 41569, + "FP": 73270, + "IoU": 0.5789047173789488, + "TN": 177403573, + "TP": 157876, + "n_pred": 231146, + "n_ref": 199445 + }, + "9": { + "Dice": 0.2815650402829751, + "FN": 111861, + "FP": 7364, + "IoU": 0.1638496928212753, + "TN": 177533700, + "TP": 23363, + "n_pred": 30727, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.848371132532662, + "FN": 34236, + "FP": 20393, + "IoU": 0.7366706032633583, + "TN": 193798080, + "TP": 152826, + "n_pred": 173219, + "n_ref": 187062 + }, + "10": { + "Dice": 0.4329343559728714, + "FN": 55831, + "FP": 25941, + "IoU": 0.27627072141042774, + "TN": 193892548, + "TP": 31215, + "n_pred": 57156, + "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": 0.2033180688794554, + "FN": 57753, + "FP": 13750, + "IoU": 0.11316308432659035, + "TN": 193924908, + "TP": 9124, + "n_pred": 22874, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7649761057226522, + "FN": 5629, + "FP": 37551, + "IoU": 0.619401866852353, + "TN": 193892082, + "TP": 70273, + "n_pred": 107824, + "n_ref": 75902 + }, + "15": { + "Dice": 0.6179144902302186, + "FN": 8190, + "FP": 7610, + "IoU": 0.44708846584546474, + "TN": 193976959, + "TP": 12776, + "n_pred": 20386, + "n_ref": 20966 + }, + "2": { + "Dice": 0.6727107834872945, + "FN": 23184, + "FP": 89412, + "IoU": 0.5068305951093026, + "TN": 193777224, + "TP": 115715, + "n_pred": 205127, + "n_ref": 138899 + }, + "3": { + "Dice": 0.0033684023089136533, + "FN": 134328, + "FP": 0, + "IoU": 0.0016870424733380401, + "TN": 193870980, + "TP": 227, + "n_pred": 227, + "n_ref": 134555 + }, + "4": { + "Dice": 0.47790874249764986, + "FN": 14420, + "FP": 20, + "IoU": 0.3139816618366668, + "TN": 193984486, + "TP": 6609, + "n_pred": 6629, + "n_ref": 21029 + }, + "5": { + "Dice": 0.011655436168275359, + "FN": 27110, + "FP": 25, + "IoU": 0.005861879465103499, + "TN": 193978240, + "TP": 160, + "n_pred": 185, + "n_ref": 27270 + }, + "6": { + "Dice": 0.767222782014434, + "FN": 353475, + "FP": 272577, + "IoU": 0.6223531476904832, + "TN": 192347764, + "TP": 1031719, + "n_pred": 1304296, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.3486512788957114, + "FN": 242081, + "FP": 56423, + "IoU": 0.2111312253068883, + "TN": 193627140, + "TP": 79891, + "n_pred": 136314, + "n_ref": 321972 + }, + "8": { + "Dice": 0.6886586058968709, + "FN": 108724, + "FP": 11243, + "IoU": 0.5251558510954105, + "TN": 193752890, + "TP": 132678, + "n_pred": 143921, + "n_ref": 241402 + }, + "9": { + "Dice": 0.4222670268334644, + "FN": 71295, + "FP": 2920, + "IoU": 0.2676416313883379, + "TN": 193904198, + "TP": 27122, + "n_pred": 30042, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5810438254586938, + "FN": 62501, + "FP": 12418, + "IoU": 0.4094868015543347, + "TN": 99528929, + "TP": 51952, + "n_pred": 64370, + "n_ref": 114453 + }, + "10": { + "Dice": 0.6459790209790209, + "FN": 29562, + "FP": 16608, + "IoU": 0.47708198837959975, + "TN": 99567507, + "TP": 42123, + "n_pred": 58731, + "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": 0.10618154175736844, + "FN": 42358, + "FP": 9378, + "IoU": 0.0560674341805178, + "TN": 99600991, + "TP": 3073, + "n_pred": 12451, + "n_ref": 45431 + }, + "14": { + "Dice": 0.5939907097077674, + "FN": 18783, + "FP": 29552, + "IoU": 0.42246570759451324, + "TN": 99572108, + "TP": 35357, + "n_pred": 64909, + "n_ref": 54140 + }, + "15": { + "Dice": 0.5393173389843336, + "FN": 23695, + "FP": 653, + "IoU": 0.36922279792746115, + "TN": 99617200, + "TP": 14252, + "n_pred": 14905, + "n_ref": 37947 + }, + "2": { + "Dice": 0.5796962663030467, + "FN": 59060, + "FP": 21698, + "IoU": 0.4081495053133016, + "TN": 99519350, + "TP": 55692, + "n_pred": 77390, + "n_ref": 114752 + }, + "3": { + "Dice": 0.7990801766881697, + "FN": 38152, + "FP": 4923, + "IoU": 0.6653901127924681, + "TN": 99527068, + "TP": 85657, + "n_pred": 90580, + "n_ref": 123809 + }, + "4": { + "Dice": 0.24241589793014823, + "FN": 16265, + "FP": 242, + "IoU": 0.13792563191978274, + "TN": 99636652, + "TP": 2641, + "n_pred": 2883, + "n_ref": 18906 + }, + "5": { + "Dice": 0.1809376210771019, + "FN": 6032, + "FP": 2424, + "IoU": 0.0994675186368477, + "TN": 99646410, + "TP": 934, + "n_pred": 3358, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9150199029481046, + "FN": 108555, + "FP": 122800, + "IoU": 0.8433517862994852, + "TN": 98178892, + "TP": 1245553, + "n_pred": 1368353, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.4463567974734447, + "FN": 53200, + "FP": 229039, + "IoU": 0.28729684959041646, + "TN": 99259788, + "TP": 113773, + "n_pred": 342812, + "n_ref": 166973 + }, + "8": { + "Dice": 0.7089446466194216, + "FN": 26894, + "FP": 33890, + "IoU": 0.5491202563570009, + "TN": 99520988, + "TP": 74028, + "n_pred": 107918, + "n_ref": 100922 + }, + "9": { + "Dice": 0.2608236920614131, + "FN": 81196, + "FP": 72, + "IoU": 0.14996966717570026, + "TN": 99560194, + "TP": 14338, + "n_pred": 14410, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.39509161181390073, + "FN": 327112, + "FP": 39748, + "IoU": 0.24617704955760214, + "TN": 62596854, + "TP": 119806, + "n_pred": 159554, + "n_ref": 446918 + }, + "10": { + "Dice": 0.41619311121787966, + "FN": 45724, + "FP": 24752, + "IoU": 0.2627802127681831, + "TN": 62987923, + "TP": 25121, + "n_pred": 49873, + "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": 0.046191187453323374, + "FN": 44418, + "FP": 6668, + "IoU": 0.023641610763908798, + "TN": 63031197, + "TP": 1237, + "n_pred": 7905, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 119, + "IoU": 0.0, + "TN": 63083401, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.49417880892948135, + "FN": 47356, + "FP": 109486, + "IoU": 0.3281789443925674, + "TN": 62850062, + "TP": 76616, + "n_pred": 186102, + "n_ref": 123972 + }, + "3": { + "Dice": 0.11037942928817811, + "FN": 120021, + "FP": 1970, + "IoU": 0.058413541320942584, + "TN": 62953961, + "TP": 7568, + "n_pred": 9538, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0013283887751148504, + "FN": 18017, + "FP": 26, + "IoU": 0.0006646358349487677, + "TN": 63065465, + "TP": 12, + "n_pred": 38, + "n_ref": 18029 + }, + "5": { + "Dice": 0.029510473324846662, + "FN": 16699, + "FP": 73, + "IoU": 0.014976214247959124, + "TN": 63066493, + "TP": 255, + "n_pred": 328, + "n_ref": 16954 + }, + "6": { + "Dice": 0.667652244437392, + "FN": 372311, + "FP": 381693, + "IoU": 0.5011095951863286, + "TN": 61572158, + "TP": 757358, + "n_pred": 1139051, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.15241939914808464, + "FN": 130303, + "FP": 162798, + "IoU": 0.08249675228122896, + "TN": 62764065, + "TP": 26354, + "n_pred": 189152, + "n_ref": 156657 + }, + "8": { + "Dice": 0.7080109378726614, + "FN": 48134, + "FP": 4509, + "IoU": 0.5480007212343411, + "TN": 62967053, + "TP": 63824, + "n_pred": 68333, + "n_ref": 111958 + }, + "9": { + "Dice": 0.19890202702702703, + "FN": 37708, + "FP": 4026, + "IoU": 0.1104337631887456, + "TN": 63036605, + "TP": 5181, + "n_pred": 9207, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7063519514231711, + "FN": 110313, + "FP": 57787, + "IoU": 0.5460155505202862, + "TN": 109238541, + "TP": 202177, + "n_pred": 259964, + "n_ref": 312490 + }, + "10": { + "Dice": 0.3706908354097642, + "FN": 40545, + "FP": 120336, + "IoU": 0.22751411669803712, + "TN": 109400554, + "TP": 47383, + "n_pred": 167719, + "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": 0.21988300434823413, + "FN": 66721, + "FP": 33031, + "IoU": 0.12352165890519287, + "TN": 109495008, + "TP": 14058, + "n_pred": 47089, + "n_ref": 80779 + }, + "14": { + "Dice": 0.14678858425904043, + "FN": 86979, + "FP": 28539, + "IoU": 0.07920768403013033, + "TN": 109483363, + "TP": 9937, + "n_pred": 38476, + "n_ref": 96916 + }, + "15": { + "Dice": 0.21009175099346844, + "FN": 91302, + "FP": 731, + "IoU": 0.11737570968236918, + "TN": 109504546, + "TP": 12239, + "n_pred": 12970, + "n_ref": 103541 + }, + "2": { + "Dice": 0.36600645963981854, + "FN": 155814, + "FP": 45976, + "IoU": 0.22399504685871627, + "TN": 109348781, + "TP": 58247, + "n_pred": 104223, + "n_ref": 214061 + }, + "3": { + "Dice": 0.6904960868735286, + "FN": 82906, + "FP": 63022, + "IoU": 0.5272959324153167, + "TN": 109300109, + "TP": 162781, + "n_pred": 225803, + "n_ref": 245687 + }, + "4": { + "Dice": 0.014198573250163698, + "FN": 49878, + "FP": 7332, + "IoU": 0.00715004685710319, + "TN": 109551196, + "TP": 412, + "n_pred": 7744, + "n_ref": 50290 + }, + "5": { + "Dice": 0.18531926365246862, + "FN": 9349, + "FP": 1228, + "IoU": 0.10212224108658743, + "TN": 109597038, + "TP": 1203, + "n_pred": 2431, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7371282847719758, + "FN": 181122, + "FP": 581569, + "IoU": 0.583692132687349, + "TN": 107776782, + "TP": 1069345, + "n_pred": 1650914, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.5675934438150538, + "FN": 676569, + "FP": 117860, + "IoU": 0.39625163775204664, + "TN": 108292990, + "TP": 521399, + "n_pred": 639259, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8022865121961862, + "FN": 15874, + "FP": 20374, + "IoU": 0.6698484406878461, + "TN": 109499026, + "TP": 73544, + "n_pred": 93918, + "n_ref": 89418 + }, + "9": { + "Dice": 0.5360576923076923, + "FN": 32455, + "FP": 6917, + "IoU": 0.36617405582922824, + "TN": 109546700, + "TP": 22746, + "n_pred": 29663, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5766643670231114, + "FN": 11967, + "FP": 56759, + "IoU": 0.4051499545592245, + "TN": 66951817, + "TP": 46809, + "n_pred": 103568, + "n_ref": 58776 + }, + "10": { + "Dice": 0.33201055689520953, + "FN": 61310, + "FP": 9052, + "IoU": 0.1990483562517075, + "TN": 66979504, + "TP": 17486, + "n_pred": 26538, + "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": 0.11966919982118909, + "FN": 35534, + "FP": 3852, + "IoU": 0.0636426312911585, + "TN": 67025289, + "TP": 2677, + "n_pred": 6529, + "n_ref": 38211 + }, + "14": { + "Dice": 0.6637085474077534, + "FN": 30004, + "FP": 16076, + "IoU": 0.4966794826983572, + "TN": 66975800, + "TP": 45472, + "n_pred": 61548, + "n_ref": 75476 + }, + "15": { + "Dice": 0.036621891450353966, + "FN": 30555, + "FP": 11903, + "IoU": 0.018652490465734427, + "TN": 67024087, + "TP": 807, + "n_pred": 12710, + "n_ref": 31362 + }, + "2": { + "Dice": 0.5040181807156202, + "FN": 58767, + "FP": 112992, + "IoU": 0.3369146430915338, + "TN": 66808322, + "TP": 87271, + "n_pred": 200263, + "n_ref": 146038 + }, + "3": { + "Dice": 0.071621128890536, + "FN": 154379, + "FP": 936, + "IoU": 0.03714058993465835, + "TN": 66906046, + "TP": 5991, + "n_pred": 6927, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 7231, + "IoU": 0.0, + "TN": 67047082, + "TP": 0, + "n_pred": 7231, + "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": 0.8005961029840923, + "FN": 263019, + "FP": 143882, + "IoU": 0.6674949989540296, + "TN": 65843608, + "TP": 816843, + "n_pred": 960725, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.25655731557611616, + "FN": 286613, + "FP": 90079, + "IoU": 0.14715557779342478, + "TN": 66625663, + "TP": 64997, + "n_pred": 155076, + "n_ref": 351610 + }, + "8": { + "Dice": 0.7825026485008253, + "FN": 22192, + "FP": 13120, + "IoU": 0.6427140457737216, + "TN": 66968518, + "TP": 63522, + "n_pred": 76642, + "n_ref": 85714 + }, + "9": { + "Dice": 0.3957429710600332, + "FN": 58138, + "FP": 513, + "IoU": 0.2466830214367366, + "TN": 66989495, + "TP": 19206, + "n_pred": 19719, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4559863373740524, + "FN": 120276, + "FP": 22749, + "IoU": 0.2953253254239626, + "TN": 74316314, + "TP": 59941, + "n_pred": 82690, + "n_ref": 180217 + }, + "10": { + "Dice": 0.520657676978368, + "FN": 29565, + "FP": 19384, + "IoU": 0.3519521268849377, + "TN": 74443747, + "TP": 26584, + "n_pred": 45968, + "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": 0.031371416570408484, + "FN": 41695, + "FP": 32099, + "IoU": 0.015935670565016203, + "TN": 74444291, + "TP": 1195, + "n_pred": 33294, + "n_ref": 42890 + }, + "14": { + "Dice": 0.4929494300497393, + "FN": 7297, + "FP": 43368, + "IoU": 0.327095480323536, + "TN": 74443987, + "TP": 24628, + "n_pred": 67996, + "n_ref": 31925 + }, + "15": { + "Dice": 0.442536265793168, + "FN": 20902, + "FP": 2924, + "IoU": 0.2841390499654478, + "TN": 74485997, + "TP": 9457, + "n_pred": 12381, + "n_ref": 30359 + }, + "2": { + "Dice": 0.637342080444403, + "FN": 17915, + "FP": 122055, + "IoU": 0.46771979327890234, + "TN": 74256317, + "TP": 122993, + "n_pred": 245048, + "n_ref": 140908 + }, + "3": { + "Dice": 0.0922955927281527, + "FN": 148013, + "FP": 2026, + "IoU": 0.048380447398631295, + "TN": 74361613, + "TP": 7628, + "n_pred": 9654, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 5489, + "IoU": 0.0, + "TN": 74500513, + "TP": 0, + "n_pred": 5489, + "n_ref": 13278 + }, + "5": { + "Dice": 0.040214225312411915, + "FN": 9940, + "FP": 275, + "IoU": 0.02051970466967111, + "TN": 74508851, + "TP": 214, + "n_pred": 489, + "n_ref": 10154 + }, + "6": { + "Dice": 0.8290651278764043, + "FN": 384998, + "FP": 118464, + "IoU": 0.7080369264029348, + "TN": 72794877, + "TP": 1220941, + "n_pred": 1339405, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.2354606294649121, + "FN": 128595, + "FP": 122047, + "IoU": 0.13344028101425123, + "TN": 74230042, + "TP": 38596, + "n_pred": 160643, + "n_ref": 167191 + }, + "8": { + "Dice": 0.8506379518667406, + "FN": 8410, + "FP": 11245, + "IoU": 0.7400957368031312, + "TN": 74443656, + "TP": 55969, + "n_pred": 67214, + "n_ref": 64379 + }, + "9": { + "Dice": 0.17580180197322728, + "FN": 83619, + "FP": 3010, + "IoU": 0.09637209496390871, + "TN": 74423412, + "TP": 9239, + "n_pred": 12249, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7552804125159344, + "FN": 105471, + "FP": 9522, + "IoU": 0.6067876010873839, + "TN": 65758735, + "TP": 177452, + "n_pred": 186974, + "n_ref": 282923 + }, + "10": { + "Dice": 0.2915229442010226, + "FN": 63207, + "FP": 35588, + "IoU": 0.1706332216821551, + "TN": 65932059, + "TP": 20326, + "n_pred": 55914, + "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": 0.13011467198645177, + "FN": 43093, + "FP": 17518, + "IoU": 0.06958430553849933, + "TN": 65986036, + "TP": 4533, + "n_pred": 22051, + "n_ref": 47626 + }, + "14": { + "Dice": 0.9029214360262361, + "FN": 5463, + "FP": 5978, + "IoU": 0.8230234968366669, + "TN": 65986533, + "TP": 53206, + "n_pred": 59184, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8324699788085708, + "FN": 3383, + "FP": 5155, + "IoU": 0.7130180498134516, + "TN": 66021429, + "TP": 21213, + "n_pred": 26368, + "n_ref": 24596 + }, + "2": { + "Dice": 0.4580065646657578, + "FN": 95739, + "FP": 18362, + "IoU": 0.2970223829561767, + "TN": 65888869, + "TP": 48210, + "n_pred": 66572, + "n_ref": 143949 + }, + "3": { + "Dice": 0.5450859396387797, + "FN": 83157, + "FP": 39809, + "IoU": 0.3746516405948046, + "TN": 65854544, + "TP": 73670, + "n_pred": 113479, + "n_ref": 156827 + }, + "4": { + "Dice": 0.06156771465101793, + "FN": 28589, + "FP": 36, + "IoU": 0.03176160194831552, + "TN": 66021616, + "TP": 939, + "n_pred": 975, + "n_ref": 29528 + }, + "5": { + "Dice": 0.25117614225340884, + "FN": 8404, + "FP": 987, + "IoU": 0.1436257523253693, + "TN": 66040214, + "TP": 1575, + "n_pred": 2562, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8599720225539308, + "FN": 73362, + "FP": 236049, + "IoU": 0.7543429104963463, + "TN": 64791656, + "TP": 950113, + "n_pred": 1186162, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.5581012236482773, + "FN": 584563, + "FP": 36151, + "IoU": 0.3870599190467303, + "TN": 65038497, + "TP": 391969, + "n_pred": 428120, + "n_ref": 976532 + }, + "8": { + "Dice": 0.7320935168863488, + "FN": 21285, + "FP": 22638, + "IoU": 0.5774034020935961, + "TN": 65947244, + "TP": 60013, + "n_pred": 82651, + "n_ref": 81298 + }, + "9": { + "Dice": 0.25733717749685814, + "FN": 59642, + "FP": 634, + "IoU": 0.14766894328256905, + "TN": 65980461, + "TP": 10443, + "n_pred": 11077, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9638472688915352, + "FN": 8360, + "FP": 2539, + "IoU": 0.9302173704260973, + "TN": 113316355, + "TP": 145286, + "n_pred": 147825, + "n_ref": 153646 + }, + "10": { + "Dice": 0.3157763389576719, + "FN": 57790, + "FP": 40912, + "IoU": 0.1874907390638634, + "TN": 113351062, + "TP": 22776, + "n_pred": 63688, + "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": 0.3240248184310519, + "FN": 60034, + "FP": 10237, + "IoU": 0.1933350934992481, + "TN": 113385427, + "TP": 16842, + "n_pred": 27079, + "n_ref": 76876 + }, + "14": { + "Dice": 0.7321867793083278, + "FN": 110885, + "FP": 829, + "IoU": 0.5775194384775966, + "TN": 113208116, + "TP": 152710, + "n_pred": 153539, + "n_ref": 263595 + }, + "15": { + "Dice": 0.810135274325345, + "FN": 4186, + "FP": 4109, + "IoU": 0.6808633425669437, + "TN": 113446548, + "TP": 17697, + "n_pred": 21806, + "n_ref": 21883 + }, + "2": { + "Dice": 0.6529809583193439, + "FN": 31790, + "FP": 69500, + "IoU": 0.48476000569719413, + "TN": 113275952, + "TP": 95298, + "n_pred": 164798, + "n_ref": 127088 + }, + "3": { + "Dice": 0.37317739093391167, + "FN": 91392, + "FP": 5721, + "IoU": 0.22939033970528722, + "TN": 113346519, + "TP": 28908, + "n_pred": 34629, + "n_ref": 120300 + }, + "4": { + "Dice": 0.08108583489681051, + "FN": 29709, + "FP": 1637, + "IoU": 0.042256103150111524, + "TN": 113439811, + "TP": 1383, + "n_pred": 3020, + "n_ref": 31092 + }, + "5": { + "Dice": 0.0193015260269015, + "FN": 32506, + "FP": 12, + "IoU": 0.009744807844570314, + "TN": 113439702, + "TP": 320, + "n_pred": 332, + "n_ref": 32826 + }, + "6": { + "Dice": 0.8199154591005718, + "FN": 325368, + "FP": 34073, + "IoU": 0.6947938310213391, + "TN": 112294841, + "TP": 818258, + "n_pred": 852331, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.24865458905021978, + "FN": 180691, + "FP": 44923, + "IoU": 0.1419791821165482, + "TN": 113209593, + "TP": 37333, + "n_pred": 82256, + "n_ref": 218024 + }, + "8": { + "Dice": 0.644213528167825, + "FN": 94395, + "FP": 38350, + "IoU": 0.4751585456500767, + "TN": 113219616, + "TP": 120179, + "n_pred": 158529, + "n_ref": 214574 + }, + "9": { + "Dice": 0.030589203272843625, + "FN": 104566, + "FP": 1473, + "IoU": 0.015532159833630422, + "TN": 113364828, + "TP": 1673, + "n_pred": 3146, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.44773604182099686, + "FN": 63423, + "FP": 93880, + "IoU": 0.28844066079215447, + "TN": 74975660, + "TP": 63765, + "n_pred": 157645, + "n_ref": 127188 + }, + "10": { + "Dice": 0.524167734532918, + "FN": 51174, + "FP": 37573, + "IoU": 0.3551675531141919, + "TN": 75059100, + "TP": 48881, + "n_pred": 86454, + "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": 0.01768855508370477, + "FN": 54756, + "FP": 1222, + "IoU": 0.008923196770652597, + "TN": 75140246, + "TP": 504, + "n_pred": 1726, + "n_ref": 55260 + }, + "14": { + "Dice": 0.8935265282583622, + "FN": 21501, + "FP": 5085, + "IoU": 0.8075444654374878, + "TN": 75058587, + "TP": 111555, + "n_pred": 116640, + "n_ref": 133056 + }, + "15": { + "Dice": 0.1740145440113924, + "FN": 66358, + "FP": 4405, + "IoU": 0.0952989759259496, + "TN": 75118511, + "TP": 7454, + "n_pred": 11859, + "n_ref": 73812 + }, + "2": { + "Dice": 0.6804713426284686, + "FN": 31279, + "FP": 76753, + "IoU": 0.5156927353013696, + "TN": 74973663, + "TP": 115033, + "n_pred": 191786, + "n_ref": 146312 + }, + "3": { + "Dice": 0.0019781999707916783, + "FN": 147366, + "FP": 2978, + "IoU": 0.0009900792727900965, + "TN": 75046235, + "TP": 149, + "n_pred": 3127, + "n_ref": 147515 + }, + "4": { + "Dice": 0.0, + "FN": 24963, + "FP": 0, + "IoU": 0.0, + "TN": 75171765, + "TP": 0, + "n_pred": 0, + "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": 0.8474937436145841, + "FN": 94790, + "FP": 323321, + "IoU": 0.7353484971722088, + "TN": 73616873, + "TP": 1161744, + "n_pred": 1485065, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.5034716200295432, + "FN": 67627, + "FP": 98425, + "IoU": 0.3364263763841767, + "TN": 74946489, + "TP": 84187, + "n_pred": 182612, + "n_ref": 151814 + }, + "8": { + "Dice": 0.735557318798082, + "FN": 31435, + "FP": 6892, + "IoU": 0.5817245255426657, + "TN": 75105097, + "TP": 53304, + "n_pred": 60196, + "n_ref": 84739 + }, + "9": { + "Dice": 0.1973062876549815, + "FN": 68751, + "FP": 263, + "IoU": 0.1094508103644059, + "TN": 75119232, + "TP": 8482, + "n_pred": 8745, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7988216870900271, + "FN": 69957, + "FP": 3527, + "IoU": 0.665031726351105, + "TN": 86708496, + "TP": 145892, + "n_pred": 149419, + "n_ref": 215849 + }, + "10": { + "Dice": 0.4705735386706375, + "FN": 21741, + "FP": 84211, + "IoU": 0.307679741765171, + "TN": 86774833, + "TP": 47087, + "n_pred": 131298, + "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": 0.23434598269035356, + "FN": 45329, + "FP": 20224, + "IoU": 0.13272474697360587, + "TN": 86852287, + "TP": 10032, + "n_pred": 30256, + "n_ref": 55361 + }, + "14": { + "Dice": 0.7071662216477604, + "FN": 20907, + "FP": 30748, + "IoU": 0.5469892831459492, + "TN": 86813846, + "TP": 62371, + "n_pred": 93119, + "n_ref": 83278 + }, + "15": { + "Dice": 0.3841126938529728, + "FN": 123742, + "FP": 1038, + "IoU": 0.23771007569139416, + "TN": 86764181, + "TP": 38911, + "n_pred": 39949, + "n_ref": 162653 + }, + "2": { + "Dice": 0.48877218707906356, + "FN": 66887, + "FP": 53045, + "IoU": 0.3234272046213557, + "TN": 86750608, + "TP": 57332, + "n_pred": 110377, + "n_ref": 124219 + }, + "3": { + "Dice": 0.39749990615263336, + "FN": 127995, + "FP": 405, + "IoU": 0.24804984890721263, + "TN": 86757116, + "TP": 42356, + "n_pred": 42761, + "n_ref": 170351 + }, + "4": { + "Dice": 0.20944300416372064, + "FN": 13856, + "FP": 6270, + "IoU": 0.11697086697086698, + "TN": 86905080, + "TP": 2666, + "n_pred": 8936, + "n_ref": 16522 + }, + "5": { + "Dice": 0.04996260284218399, + "FN": 5306, + "FP": 1045, + "IoU": 0.0256213562442467, + "TN": 86921354, + "TP": 167, + "n_pred": 1212, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8706042558751204, + "FN": 54856, + "FP": 277910, + "IoU": 0.770858452764681, + "TN": 85475643, + "TP": 1119463, + "n_pred": 1397373, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.5006202816638159, + "FN": 642868, + "FP": 115925, + "IoU": 0.3338849229062128, + "TN": 85788740, + "TP": 380339, + "n_pred": 496264, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.7900235048315487, + "FN": 9013, + "FP": 15107, + "IoU": 0.6529246708396288, + "TN": 86858377, + "TP": 45375, + "n_pred": 60482, + "n_ref": 54388 + }, + "9": { + "Dice": 0.46775869367231493, + "FN": 32527, + "FP": 8966, + "IoU": 0.3052774336135017, + "TN": 86868146, + "TP": 18233, + "n_pred": 27199, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5486832147722113, + "FN": 15960, + "FP": 103314, + "IoU": 0.37805889131647696, + "TN": 37557823, + "TP": 72503, + "n_pred": 175817, + "n_ref": 88463 + }, + "10": { + "Dice": 0.002753479625929719, + "FN": 59162, + "FP": 235, + "IoU": 0.0013786378385648717, + "TN": 37690121, + "TP": 82, + "n_pred": 317, + "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": 0.40508407151541637, + "FN": 27975, + "FP": 184385, + "IoU": 0.2539845920908877, + "TN": 37464941, + "TP": 72299, + "n_pred": 256684, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2036, + "IoU": 0.0, + "TN": 37747564, + "TP": 0, + "n_pred": 2036, + "n_ref": 0 + }, + "2": { + "Dice": 0.39347970892455414, + "FN": 68924, + "FP": 27594, + "IoU": 0.24492669722904573, + "TN": 37621774, + "TP": 31308, + "n_pred": 58902, + "n_ref": 100232 + }, + "3": { + "Dice": 0.0, + "FN": 88699, + "FP": 1944, + "IoU": 0.0, + "TN": 37658957, + "TP": 0, + "n_pred": 1944, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 14, + "IoU": 0.0, + "TN": 37737892, + "TP": 0, + "n_pred": 14, + "n_ref": 11694 + }, + "5": { + "Dice": 0.17374346245900185, + "FN": 9069, + "FP": 252, + "IoU": 0.09513639452480342, + "TN": 37739299, + "TP": 980, + "n_pred": 1232, + "n_ref": 10049 + }, + "6": { + "Dice": 0.6563511890969603, + "FN": 353034, + "FP": 54817, + "IoU": 0.48848418111265235, + "TN": 36952262, + "TP": 389487, + "n_pred": 444304, + "n_ref": 742521 + }, + "7": { + "Dice": 0.21300008259264672, + "FN": 295000, + "FP": 76619, + "IoU": 0.11919423191785887, + "TN": 37327692, + "TP": 50289, + "n_pred": 126908, + "n_ref": 345289 + }, + "8": { + "Dice": 0.753200161075791, + "FN": 16362, + "FP": 24088, + "IoU": 0.6041067199091745, + "TN": 37647426, + "TP": 61724, + "n_pred": 85812, + "n_ref": 78086 + }, + "9": { + "Dice": 0.0, + "FN": 54771, + "FP": 0, + "IoU": 0.0, + "TN": 37694829, + "TP": 0, + "n_pred": 0, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7905206571355747, + "FN": 61559, + "FP": 10765, + "IoU": 0.6536040998132094, + "TN": 75697898, + "TP": 136466, + "n_pred": 147231, + "n_ref": 198025 + }, + "10": { + "Dice": 0.6685435584281693, + "FN": 46671, + "FP": 20201, + "IoU": 0.5021144797188636, + "TN": 75772376, + "TP": 67440, + "n_pred": 87641, + "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": 0.36622242132377647, + "FN": 31691, + "FP": 2263, + "IoU": 0.22415684123937482, + "TN": 75862924, + "TP": 9810, + "n_pred": 12073, + "n_ref": 41501 + }, + "14": { + "Dice": 0.7527884164624924, + "FN": 38572, + "FP": 17326, + "IoU": 0.6035771527452732, + "TN": 75765682, + "TP": 85108, + "n_pred": 102434, + "n_ref": 123680 + }, + "15": { + "Dice": 0.2048122402864748, + "FN": 165878, + "FP": 224, + "IoU": 0.11408959267812666, + "TN": 75719195, + "TP": 21391, + "n_pred": 21615, + "n_ref": 187269 + }, + "2": { + "Dice": 0.44770539842131923, + "FN": 122892, + "FP": 49372, + "IoU": 0.28841522605696346, + "TN": 75664603, + "TP": 69821, + "n_pred": 119193, + "n_ref": 192713 + }, + "3": { + "Dice": 0.53832802596372, + "FN": 118954, + "FP": 107937, + "IoU": 0.3682960578885384, + "TN": 75547515, + "TP": 132282, + "n_pred": 240219, + "n_ref": 251236 + }, + "4": { + "Dice": 0.004548003239673541, + "FN": 30104, + "FP": 1852, + "IoU": 0.002279184489056792, + "TN": 75874659, + "TP": 73, + "n_pred": 1925, + "n_ref": 30177 + }, + "5": { + "Dice": 0.5217481038130127, + "FN": 4573, + "FP": 4696, + "IoU": 0.35294938917975566, + "TN": 75892363, + "TP": 5056, + "n_pred": 9752, + "n_ref": 9629 + }, + "6": { + "Dice": 0.8699361597260905, + "FN": 215499, + "FP": 230473, + "IoU": 0.7698115174760675, + "TN": 73969267, + "TP": 1491449, + "n_pred": 1721922, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.5587215039215487, + "FN": 136424, + "FP": 80471, + "IoU": 0.3876568653745712, + "TN": 75552483, + "TP": 137310, + "n_pred": 217781, + "n_ref": 273734 + }, + "8": { + "Dice": 0.8580492424242424, + "FN": 19259, + "FP": 4725, + "IoU": 0.7513890040633552, + "TN": 75810216, + "TP": 72488, + "n_pred": 77213, + "n_ref": 91747 + }, + "9": { + "Dice": 0.5219217642425834, + "FN": 49914, + "FP": 1074, + "IoU": 0.35310834813499115, + "TN": 75827868, + "TP": 27832, + "n_pred": 28906, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8033485469448585, + "FN": 26050, + "FP": 7730, + "IoU": 0.6713304403666154, + "TN": 61284972, + "TP": 68998, + "n_pred": 76728, + "n_ref": 95048 + }, + "10": { + "Dice": 0.34012569305556545, + "FN": 54159, + "FP": 38554, + "IoU": 0.20491051137581792, + "TN": 61271143, + "TP": 23894, + "n_pred": 62448, + "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": 0.008212900152006715, + "FN": 39274, + "FP": 4441, + "IoU": 0.004123382540550392, + "TN": 61343854, + "TP": 181, + "n_pred": 4622, + "n_ref": 39455 + }, + "14": { + "Dice": 0.7524061967638576, + "FN": 5289, + "FP": 34970, + "IoU": 0.6030858720299714, + "TN": 61286320, + "TP": 61171, + "n_pred": 96141, + "n_ref": 66460 + }, + "15": { + "Dice": 0.7896465930803173, + "FN": 14008, + "FP": 1295, + "IoU": 0.6524099395811566, + "TN": 61343724, + "TP": 28723, + "n_pred": 30018, + "n_ref": 42731 + }, + "2": { + "Dice": 0.653314023709623, + "FN": 19032, + "FP": 102098, + "IoU": 0.48512721986551166, + "TN": 61152488, + "TP": 114132, + "n_pred": 216230, + "n_ref": 133164 + }, + "3": { + "Dice": 0.08252238224990269, + "FN": 127790, + "FP": 1845, + "IoU": 0.04303694681282988, + "TN": 61252285, + "TP": 5830, + "n_pred": 7675, + "n_ref": 133620 + }, + "4": { + "Dice": 0.46480661268936724, + "FN": 10738, + "FP": 8233, + "IoU": 0.30276746664706533, + "TN": 61360541, + "TP": 8238, + "n_pred": 16471, + "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": 0.7740564698966697, + "FN": 304684, + "FP": 98134, + "IoU": 0.6313965128813293, + "TN": 60294928, + "TP": 690004, + "n_pred": 788138, + "n_ref": 994688 + }, + "7": { + "Dice": 0.18372385584640122, + "FN": 152825, + "FP": 89849, + "IoU": 0.1011541424677018, + "TN": 61117766, + "TP": 27310, + "n_pred": 117159, + "n_ref": 180135 + }, + "8": { + "Dice": 0.6839798892736272, + "FN": 106461, + "FP": 22771, + "IoU": 0.5197336147820012, + "TN": 61118666, + "TP": 139852, + "n_pred": 162623, + "n_ref": 246313 + }, + "9": { + "Dice": 0.31858518340021164, + "FN": 64513, + "FP": 526, + "IoU": 0.18947447129344616, + "TN": 61307507, + "TP": 15204, + "n_pred": 15730, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8645510567308026, + "FN": 11128, + "FP": 43514, + "IoU": 0.7614178179087273, + "TN": 39519772, + "TP": 174386, + "n_pred": 217900, + "n_ref": 185514 + }, + "10": { + "Dice": 0.47718172944762055, + "FN": 27877, + "FP": 24615, + "IoU": 0.3133543500725993, + "TN": 39672353, + "TP": 23955, + "n_pred": 48570, + "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": 0.35028156899657575, + "FN": 33019, + "FP": 7016, + "IoU": 0.21232809333621894, + "TN": 39697973, + "TP": 10792, + "n_pred": 17808, + "n_ref": 43811 + }, + "14": { + "Dice": 0.3096704742539322, + "FN": 22977, + "FP": 23195, + "IoU": 0.18320124540050947, + "TN": 39692272, + "TP": 10356, + "n_pred": 33551, + "n_ref": 33333 + }, + "15": { + "Dice": 0.0, + "FN": 51716, + "FP": 4147, + "IoU": 0.0, + "TN": 39692937, + "TP": 0, + "n_pred": 4147, + "n_ref": 51716 + }, + "2": { + "Dice": 0.5628946984266011, + "FN": 29159, + "FP": 108579, + "IoU": 0.3916864671018346, + "TN": 39522374, + "TP": 88688, + "n_pred": 197267, + "n_ref": 117847 + }, + "3": { + "Dice": 0.04137855037328852, + "FN": 131271, + "FP": 7917, + "IoU": 0.02112636435242489, + "TN": 39606608, + "TP": 3004, + "n_pred": 10921, + "n_ref": 134275 + }, + "4": { + "Dice": 0.02607215510441317, + "FN": 23459, + "FP": 0, + "IoU": 0.013208261473099735, + "TN": 39725027, + "TP": 314, + "n_pred": 314, + "n_ref": 23773 + }, + "5": { + "Dice": 0.5182384341637011, + "FN": 4194, + "FP": 138, + "IoU": 0.3497448213749625, + "TN": 39742138, + "TP": 2330, + "n_pred": 2468, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9472229557933851, + "FN": 65343, + "FP": 30784, + "IoU": 0.8997374714863995, + "TN": 38790047, + "TP": 862626, + "n_pred": 893410, + "n_ref": 927969 + }, + "7": { + "Dice": 0.4282194270695555, + "FN": 531353, + "FP": 4689, + "IoU": 0.27244224444839565, + "TN": 39012031, + "TP": 200727, + "n_pred": 205416, + "n_ref": 732080 + }, + "8": { + "Dice": 0.7606583830885912, + "FN": 2396, + "FP": 27268, + "IoU": 0.6137600583318142, + "TN": 39671998, + "TP": 47138, + "n_pred": 74406, + "n_ref": 49534 + }, + "9": { + "Dice": 0.2137464095199015, + "FN": 36420, + "FP": 1902, + "IoU": 0.11966185017573683, + "TN": 39705269, + "TP": 5209, + "n_pred": 7111, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.740679353066575, + "FN": 25903, + "FP": 23850, + "IoU": 0.5881578729533301, + "TN": 101275802, + "TP": 71053, + "n_pred": 94903, + "n_ref": 96956 + }, + "10": { + "Dice": 0.4374599786552828, + "FN": 53698, + "FP": 20096, + "IoU": 0.2799672153541425, + "TN": 101294121, + "TP": 28693, + "n_pred": 48789, + "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": 0.015937898447461185, + "FN": 49520, + "FP": 2962, + "IoU": 0.008032963501994065, + "TN": 101343701, + "TP": 425, + "n_pred": 3387, + "n_ref": 49945 + }, + "14": { + "Dice": 0.7921135808375049, + "FN": 59653, + "FP": 1186, + "IoU": 0.6557848223732228, + "TN": 101219861, + "TP": 115908, + "n_pred": 117094, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8269222806509047, + "FN": 6903, + "FP": 1457, + "IoU": 0.7049168755073947, + "TN": 101368277, + "TP": 19971, + "n_pred": 21428, + "n_ref": 26874 + }, + "2": { + "Dice": 0.5694084219728982, + "FN": 103582, + "FP": 14624, + "IoU": 0.3980230491487704, + "TN": 101200245, + "TP": 78157, + "n_pred": 92781, + "n_ref": 181739 + }, + "3": { + "Dice": 0.11038788522848034, + "FN": 156373, + "FP": 17749, + "IoU": 0.058418277680140594, + "TN": 101211683, + "TP": 10803, + "n_pred": 28552, + "n_ref": 167176 + }, + "4": { + "Dice": 0.0, + "FN": 10146, + "FP": 1472, + "IoU": 0.0, + "TN": 101384990, + "TP": 0, + "n_pred": 1472, + "n_ref": 10146 + }, + "5": { + "Dice": 0.24121298548779466, + "FN": 32765, + "FP": 3417, + "IoU": 0.13714735411251283, + "TN": 101354675, + "TP": 5751, + "n_pred": 9168, + "n_ref": 38516 + }, + "6": { + "Dice": 0.7382616770255873, + "FN": 373212, + "FP": 660122, + "IoU": 0.5851147290867845, + "TN": 98905958, + "TP": 1457316, + "n_pred": 2117438, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.4018468671556133, + "FN": 325987, + "FP": 76006, + "IoU": 0.25144453237744985, + "TN": 100859583, + "TP": 135032, + "n_pred": 211038, + "n_ref": 461019 + }, + "8": { + "Dice": 0.7286938858058508, + "FN": 91780, + "FP": 30295, + "IoU": 0.5731852286950988, + "TN": 101110594, + "TP": 163939, + "n_pred": 194234, + "n_ref": 255719 + }, + "9": { + "Dice": 0.2552949927573112, + "FN": 73577, + "FP": 2511, + "IoU": 0.14632559183215527, + "TN": 101307478, + "TP": 13042, + "n_pred": 15553, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3901745987459434, + "FN": 163854, + "FP": 2260, + "IoU": 0.24237075551298717, + "TN": 73664249, + "TP": 53141, + "n_pred": 55401, + "n_ref": 216995 + }, + "10": { + "Dice": 0.11307117953781123, + "FN": 61182, + "FP": 168788, + "IoU": 0.0599233942010146, + "TN": 73638875, + "TP": 14659, + "n_pred": 183447, + "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": 0.00839715429771022, + "FN": 60915, + "FP": 15606, + "IoU": 0.004216279523716573, + "TN": 73806659, + "TP": 324, + "n_pred": 15930, + "n_ref": 61239 + }, + "14": { + "Dice": 0.622750553709856, + "FN": 47157, + "FP": 18249, + "IoU": 0.4521697615398146, + "TN": 73764113, + "TP": 53985, + "n_pred": 72234, + "n_ref": 101142 + }, + "15": { + "Dice": 0.04183686857642685, + "FN": 217392, + "FP": 1692, + "IoU": 0.02136536425645584, + "TN": 73659637, + "TP": 4783, + "n_pred": 6475, + "n_ref": 222175 + }, + "2": { + "Dice": 0.04062964170561171, + "FN": 184321, + "FP": 133457, + "IoU": 0.0207360704083425, + "TN": 73558997, + "TP": 6729, + "n_pred": 140186, + "n_ref": 191050 + }, + "3": { + "Dice": 0.264524367697791, + "FN": 152834, + "FP": 40107, + "IoU": 0.15242182763861922, + "TN": 73655866, + "TP": 34697, + "n_pred": 74804, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 4782, + "IoU": 0.0, + "TN": 73830834, + "TP": 0, + "n_pred": 4782, + "n_ref": 47888 + }, + "5": { + "Dice": 0.0, + "FN": 15128, + "FP": 2754, + "IoU": 0.0, + "TN": 73865622, + "TP": 0, + "n_pred": 2754, + "n_ref": 15128 + }, + "6": { + "Dice": 0.5224748736053826, + "FN": 806439, + "FP": 829362, + "IoU": 0.35361488225943033, + "TN": 71352813, + "TP": 894890, + "n_pred": 1724252, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.17016180777465076, + "FN": 119029, + "FP": 403467, + "IoU": 0.09299281679529776, + "TN": 73307438, + "TP": 53570, + "n_pred": 457037, + "n_ref": 172599 + }, + "8": { + "Dice": 0.57638806026389, + "FN": 33557, + "FP": 33896, + "IoU": 0.40487723105970375, + "TN": 73770161, + "TP": 45890, + "n_pred": 79786, + "n_ref": 79447 + }, + "9": { + "Dice": 0.39959993224659013, + "FN": 65410, + "FP": 9027, + "IoU": 0.24968752519958068, + "TN": 73784296, + "TP": 24771, + "n_pred": 33798, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5941780036059663, + "FN": 96715, + "FP": 27081, + "IoU": 0.42265521888976465, + "TN": 69281353, + "TP": 90627, + "n_pred": 117708, + "n_ref": 187342 + }, + "10": { + "Dice": 0.3392863918647155, + "FN": 40648, + "FP": 63828, + "IoU": 0.20430156662934784, + "TN": 69364475, + "TP": 26825, + "n_pred": 90653, + "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": 0.2879764046354014, + "FN": 64051, + "FP": 4027, + "IoU": 0.16820819842384996, + "TN": 69413931, + "TP": 13767, + "n_pred": 17794, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7823974521404577, + "FN": 50067, + "FP": 6096, + "IoU": 0.6425721213509746, + "TN": 69338645, + "TP": 100968, + "n_pred": 107064, + "n_ref": 151035 + }, + "15": { + "Dice": 0.43583748658340754, + "FN": 67805, + "FP": 0, + "IoU": 0.2786395165751734, + "TN": 69401780, + "TP": 26191, + "n_pred": 26191, + "n_ref": 93996 + }, + "2": { + "Dice": 0.6333082876010944, + "FN": 50270, + "FP": 65393, + "IoU": 0.463387815888245, + "TN": 69280233, + "TP": 99880, + "n_pred": 165273, + "n_ref": 150150 + }, + "3": { + "Dice": 0.5333224754547031, + "FN": 97254, + "FP": 34553, + "IoU": 0.3636262685760083, + "TN": 69288654, + "TP": 75315, + "n_pred": 109868, + "n_ref": 172569 + }, + "4": { + "Dice": 0.0, + "FN": 37119, + "FP": 106, + "IoU": 0.0, + "TN": 69458551, + "TP": 0, + "n_pred": 106, + "n_ref": 37119 + }, + "5": { + "Dice": 0.5235844173769021, + "FN": 11506, + "FP": 2301, + "IoU": 0.354632139852295, + "TN": 69474382, + "TP": 7587, + "n_pred": 9888, + "n_ref": 19093 + }, + "6": { + "Dice": 0.8128195021141407, + "FN": 188715, + "FP": 392046, + "IoU": 0.6846637925417545, + "TN": 67654056, + "TP": 1260959, + "n_pred": 1653005, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.6445237024320095, + "FN": 109511, + "FP": 114941, + "IoU": 0.47549610685809895, + "TN": 69067844, + "TP": 203480, + "n_pred": 318421, + "n_ref": 312991 + }, + "8": { + "Dice": 0.6364652720361501, + "FN": 27486, + "FP": 42425, + "IoU": 0.46677598962703076, + "TN": 69364666, + "TP": 61199, + "n_pred": 103624, + "n_ref": 88685 + }, + "9": { + "Dice": 0.24727444923964398, + "FN": 68881, + "FP": 1060, + "IoU": 0.14107995922828476, + "TN": 69414347, + "TP": 11488, + "n_pred": 12548, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5581364557904754, + "FN": 101239, + "FP": 58952, + "IoU": 0.38709381205449894, + "TN": 50572189, + "TP": 101172, + "n_pred": 160124, + "n_ref": 202411 + }, + "10": { + "Dice": 0.4646786888859243, + "FN": 35784, + "FP": 56507, + "IoU": 0.30265891935593553, + "TN": 50701205, + "TP": 40056, + "n_pred": 96563, + "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": 0.2415501811996154, + "FN": 40098, + "FP": 11177, + "IoU": 0.13736541049798115, + "TN": 50774112, + "TP": 8165, + "n_pred": 19342, + "n_ref": 48263 + }, + "14": { + "Dice": 0.27566410129096325, + "FN": 41854, + "FP": 4828, + "IoU": 0.15986682264015117, + "TN": 50777987, + "TP": 8883, + "n_pred": 13711, + "n_ref": 50737 + }, + "15": { + "Dice": 0.012269602607290554, + "FN": 34532, + "FP": 1533, + "IoU": 0.00617266940395161, + "TN": 50797263, + "TP": 224, + "n_pred": 1757, + "n_ref": 34756 + }, + "2": { + "Dice": 0.6593276878541486, + "FN": 59583, + "FP": 97996, + "IoU": 0.4917888449555901, + "TN": 50523486, + "TP": 152487, + "n_pred": 250483, + "n_ref": 212070 + }, + "3": { + "Dice": 0.33907368895536455, + "FN": 153488, + "FP": 40057, + "IoU": 0.20414734037303858, + "TN": 50590360, + "TP": 49647, + "n_pred": 89704, + "n_ref": 203135 + }, + "4": { + "Dice": 0.0, + "FN": 17965, + "FP": 3, + "IoU": 0.0, + "TN": 50815584, + "TP": 0, + "n_pred": 3, + "n_ref": 17965 + }, + "5": { + "Dice": 0.2579979360165119, + "FN": 10219, + "FP": 4880, + "IoU": 0.1481042654028436, + "TN": 50815828, + "TP": 2625, + "n_pred": 7505, + "n_ref": 12844 + }, + "6": { + "Dice": 0.7948445075610486, + "FN": 405326, + "FP": 519238, + "IoU": 0.6595368917520098, + "TN": 48117945, + "TP": 1791043, + "n_pred": 2310281, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.49094110907126026, + "FN": 77540, + "FP": 235238, + "IoU": 0.32532932413864507, + "TN": 50369951, + "TP": 150823, + "n_pred": 386061, + "n_ref": 228363 + }, + "8": { + "Dice": 0.8192826976520274, + "FN": 9323, + "FP": 31970, + "IoU": 0.6938855694100553, + "TN": 50698658, + "TP": 93601, + "n_pred": 125571, + "n_ref": 102924 + }, + "9": { + "Dice": 0.21392843401308195, + "FN": 100106, + "FP": 10216, + "IoU": 0.11977595863851788, + "TN": 50708218, + "TP": 15012, + "n_pred": 25228, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6786865770443551, + "FN": 97125, + "FP": 11602, + "IoU": 0.5136454116436671, + "TN": 76661305, + "TP": 114828, + "n_pred": 126430, + "n_ref": 211953 + }, + "10": { + "Dice": 0.40550394565977427, + "FN": 24364, + "FP": 94666, + "IoU": 0.25431480031323417, + "TN": 76725235, + "TP": 40595, + "n_pred": 135261, + "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": 0.31475727861050906, + "FN": 32399, + "FP": 12814, + "IoU": 0.18677266758997788, + "TN": 76829263, + "TP": 10384, + "n_pred": 23198, + "n_ref": 42783 + }, + "14": { + "Dice": 0.7949698668694458, + "FN": 11465, + "FP": 24665, + "IoU": 0.6597095334074256, + "TN": 76778686, + "TP": 70044, + "n_pred": 94709, + "n_ref": 81509 + }, + "15": { + "Dice": 0.5769305268595041, + "FN": 22144, + "FP": 4066, + "IoU": 0.405412762868356, + "TN": 76840779, + "TP": 17871, + "n_pred": 21937, + "n_ref": 40015 + }, + "2": { + "Dice": 0.47451546052931887, + "FN": 51920, + "FP": 63200, + "IoU": 0.3110588460594744, + "TN": 76717763, + "TP": 51977, + "n_pred": 115177, + "n_ref": 103897 + }, + "3": { + "Dice": 0.12943023958123615, + "FN": 89374, + "FP": 18729, + "IoU": 0.06919294982736204, + "TN": 76768721, + "TP": 8036, + "n_pred": 26765, + "n_ref": 97410 + }, + "4": { + "Dice": 0.2552054912547747, + "FN": 20439, + "FP": 5494, + "IoU": 0.14626678957071373, + "TN": 76854484, + "TP": 4443, + "n_pred": 9937, + "n_ref": 24882 + }, + "5": { + "Dice": 0.4215530903328051, + "FN": 11233, + "FP": 1177, + "IoU": 0.26706827309236947, + "TN": 76867928, + "TP": 4522, + "n_pred": 5699, + "n_ref": 15755 + }, + "6": { + "Dice": 0.8572456030935254, + "FN": 49984, + "FP": 310067, + "IoU": 0.7501573438826017, + "TN": 75443749, + "TP": 1081060, + "n_pred": 1391127, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.4150215375117509, + "FN": 72419, + "FP": 177733, + "IoU": 0.261846799394492, + "TN": 76545971, + "TP": 88737, + "n_pred": 266470, + "n_ref": 161156 + }, + "8": { + "Dice": 0.8110662656799327, + "FN": 10288, + "FP": 20935, + "IoU": 0.6821795380747345, + "TN": 76786619, + "TP": 67018, + "n_pred": 87953, + "n_ref": 77306 + }, + "9": { + "Dice": 0.43720498205615366, + "FN": 65879, + "FP": 770, + "IoU": 0.27975836692350087, + "TN": 76792323, + "TP": 25888, + "n_pred": 26658, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.39761064829383286, + "FN": 88562, + "FP": 20553, + "IoU": 0.2481361024213442, + "TN": 130854806, + "TP": 36011, + "n_pred": 56564, + "n_ref": 124573 + }, + "10": { + "Dice": 0.454229112833764, + "FN": 11419, + "FP": 99468, + "IoU": 0.2938528061338207, + "TN": 130842901, + "TP": 46144, + "n_pred": 145612, + "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": 0.08390806950044001, + "FN": 74317, + "FP": 15209, + "IoU": 0.04379125456603935, + "TN": 130906306, + "TP": 4100, + "n_pred": 19309, + "n_ref": 78417 + }, + "14": { + "Dice": 0.03429147860381587, + "FN": 929570, + "FP": 2866, + "IoU": 0.017444844050154323, + "TN": 130050941, + "TP": 16555, + "n_pred": 19421, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 1027, + "IoU": 0.0, + "TN": 130973595, + "TP": 0, + "n_pred": 1027, + "n_ref": 25310 + }, + "2": { + "Dice": 0.45336221376273517, + "FN": 148947, + "FP": 19635, + "IoU": 0.2931275944484045, + "TN": 130761442, + "TP": 69908, + "n_pred": 89543, + "n_ref": 218855 + }, + "3": { + "Dice": 0.16191825796584963, + "FN": 254190, + "FP": 44473, + "IoU": 0.08809089077108154, + "TN": 130672418, + "TP": 28851, + "n_pred": 73324, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 25153, + "IoU": 0.0, + "TN": 130972499, + "TP": 0, + "n_pred": 25153, + "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": 0.8261384481937485, + "FN": 104375, + "FP": 471685, + "IoU": 0.7037784370077951, + "TN": 129055239, + "TP": 1368633, + "n_pred": 1840318, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.3153138754333768, + "FN": 127126, + "FP": 207020, + "IoU": 0.18716476074407606, + "TN": 130588845, + "TP": 76941, + "n_pred": 283961, + "n_ref": 204067 + }, + "8": { + "Dice": 0.6621180278049117, + "FN": 58918, + "FP": 9570, + "IoU": 0.4949001792127912, + "TN": 130864339, + "TP": 67105, + "n_pred": 76675, + "n_ref": 126023 + }, + "9": { + "Dice": 0.46192364840358946, + "FN": 37478, + "FP": 8513, + "IoU": 0.30032556441307123, + "TN": 130934200, + "TP": 19741, + "n_pred": 28254, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.05488243949782411, + "FN": 55664, + "FP": 4712, + "IoU": 0.028215487131613256, + "TN": 74364569, + "TP": 1753, + "n_pred": 6465, + "n_ref": 57417 + }, + "10": { + "Dice": 0.49297130986196996, + "FN": 38078, + "FP": 45637, + "IoU": 0.32711474777352667, + "TN": 74302286, + "TP": 40697, + "n_pred": 86334, + "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": 0.13886367910258612, + "FN": 94835, + "FP": 10488, + "IoU": 0.07461230944954532, + "TN": 74312883, + "TP": 8492, + "n_pred": 18980, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8139373334312986, + "FN": 49038, + "FP": 6674, + "IoU": 0.6862515416542302, + "TN": 74249129, + "TP": 121857, + "n_pred": 128531, + "n_ref": 170895 + }, + "15": { + "Dice": 0.6770115279692588, + "FN": 10678, + "FP": 333, + "IoU": 0.5117289698904705, + "TN": 74404147, + "TP": 11540, + "n_pred": 11873, + "n_ref": 22218 + }, + "2": { + "Dice": 0.5669702384127153, + "FN": 33712, + "FP": 96190, + "IoU": 0.39564442666195226, + "TN": 74211755, + "TP": 85041, + "n_pred": 181231, + "n_ref": 118753 + }, + "3": { + "Dice": 0.0, + "FN": 131193, + "FP": 4753, + "IoU": 0.0, + "TN": 74290752, + "TP": 0, + "n_pred": 4753, + "n_ref": 131193 + }, + "4": { + "Dice": 0.15695147365287287, + "FN": 27824, + "FP": 494, + "IoU": 0.08515862247205531, + "TN": 74395744, + "TP": 2636, + "n_pred": 3130, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8915248895975424, + "FN": 33216, + "FP": 174690, + "IoU": 0.8042804761523725, + "TN": 73364433, + "TP": 854359, + "n_pred": 1029049, + "n_ref": 887575 + }, + "7": { + "Dice": 0.5458991519609657, + "FN": 54631, + "FP": 104886, + "IoU": 0.3754204205967917, + "TN": 74171299, + "TP": 95882, + "n_pred": 200768, + "n_ref": 150513 + }, + "8": { + "Dice": 0.7458589807941246, + "FN": 14999, + "FP": 4241, + "IoU": 0.5947169970298907, + "TN": 74379225, + "TP": 28233, + "n_pred": 32474, + "n_ref": 43232 + }, + "9": { + "Dice": 0.6546952436120229, + "FN": 13428, + "FP": 8032, + "IoU": 0.4866519950243996, + "TN": 74384894, + "TP": 20344, + "n_pred": 28376, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9145672933566781, + "FN": 20782, + "FP": 1566, + "IoU": 0.8425831355174089, + "TN": 106504721, + "TP": 119619, + "n_pred": 121185, + "n_ref": 140401 + }, + "10": { + "Dice": 0.5265118534601523, + "FN": 51571, + "FP": 34351, + "IoU": 0.35732344009454425, + "TN": 106512994, + "TP": 47772, + "n_pred": 82123, + "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": 0.28693517913583955, + "FN": 32818, + "FP": 7565, + "IoU": 0.16749814463593635, + "TN": 106598180, + "TP": 8125, + "n_pred": 15690, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8411987073958905, + "FN": 15069, + "FP": 5767, + "IoU": 0.7259214437925864, + "TN": 106570666, + "TP": 55186, + "n_pred": 60953, + "n_ref": 70255 + }, + "15": { + "Dice": 0.6681545871020792, + "FN": 12341, + "FP": 1784, + "IoU": 0.5016757805609455, + "TN": 106618343, + "TP": 14220, + "n_pred": 16004, + "n_ref": 26561 + }, + "2": { + "Dice": 0.00493753749608448, + "FN": 186208, + "FP": 1215, + "IoU": 0.0024748786511113005, + "TN": 106458800, + "TP": 465, + "n_pred": 1680, + "n_ref": 186673 + }, + "3": { + "Dice": 0.569631814705561, + "FN": 20146, + "FP": 176812, + "IoU": 0.3982413902671523, + "TN": 106319384, + "TP": 130346, + "n_pred": 307158, + "n_ref": 150492 + }, + "4": { + "Dice": 0.0, + "FN": 10083, + "FP": 3, + "IoU": 0.0, + "TN": 106636602, + "TP": 0, + "n_pred": 3, + "n_ref": 10083 + }, + "5": { + "Dice": 0.4159260575897618, + "FN": 3272, + "FP": 14, + "IoU": 0.2625673249551167, + "TN": 106642232, + "TP": 1170, + "n_pred": 1184, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9235340883805886, + "FN": 149872, + "FP": 36045, + "IoU": 0.8579315688605915, + "TN": 105338044, + "TP": 1122727, + "n_pred": 1158772, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.6191328633679358, + "FN": 152844, + "FP": 73532, + "IoU": 0.4483652676954868, + "TN": 106236315, + "TP": 183997, + "n_pred": 257529, + "n_ref": 336841 + }, + "8": { + "Dice": 0.7179490251280362, + "FN": 11102, + "FP": 35985, + "IoU": 0.560000373775884, + "TN": 106539672, + "TP": 59929, + "n_pred": 95914, + "n_ref": 71031 + }, + "9": { + "Dice": 0.3063420103815259, + "FN": 69238, + "FP": 2523, + "IoU": 0.18087595740066434, + "TN": 106559081, + "TP": 15846, + "n_pred": 18369, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7564029439184325, + "FN": 58598, + "FP": 3329, + "IoU": 0.6082379660030492, + "TN": 107968855, + "TP": 96146, + "n_pred": 99475, + "n_ref": 154744 + }, + "10": { + "Dice": 0.6516235757699671, + "FN": 11025, + "FP": 63947, + "IoU": 0.4832653286281429, + "TN": 107981840, + "TP": 70116, + "n_pred": 134063, + "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": 0.3583595264534829, + "FN": 58382, + "FP": 9800, + "IoU": 0.21829354979248355, + "TN": 108039706, + "TP": 19040, + "n_pred": 28840, + "n_ref": 77422 + }, + "14": { + "Dice": 0.6749765717107186, + "FN": 6401, + "FP": 25854, + "IoU": 0.5094072733356655, + "TN": 108061181, + "TP": 33492, + "n_pred": 59346, + "n_ref": 39893 + }, + "15": { + "Dice": 0.5060018467220684, + "FN": 16271, + "FP": 5129, + "IoU": 0.33868974042027195, + "TN": 108094568, + "TP": 10960, + "n_pred": 16089, + "n_ref": 27231 + }, + "2": { + "Dice": 0.6811659166024181, + "FN": 76426, + "FP": 30268, + "IoU": 0.5164909863776024, + "TN": 107906262, + "TP": 113972, + "n_pred": 144240, + "n_ref": 190398 + }, + "3": { + "Dice": 0.5889505312051686, + "FN": 112177, + "FP": 10742, + "IoU": 0.4173847510166937, + "TN": 107915950, + "TP": 88059, + "n_pred": 98801, + "n_ref": 200236 + }, + "4": { + "Dice": 0.0, + "FN": 33309, + "FP": 0, + "IoU": 0.0, + "TN": 108093619, + "TP": 0, + "n_pred": 0, + "n_ref": 33309 + }, + "5": { + "Dice": 0.0, + "FN": 3877, + "FP": 187, + "IoU": 0.0, + "TN": 108122864, + "TP": 0, + "n_pred": 187, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9375696545203234, + "FN": 89192, + "FP": 95947, + "IoU": 0.8824763510468256, + "TN": 106551594, + "TP": 1390195, + "n_pred": 1486142, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.49638901331923957, + "FN": 102353, + "FP": 210191, + "IoU": 0.3301312757863152, + "TN": 107660353, + "TP": 154031, + "n_pred": 364222, + "n_ref": 256384 + }, + "8": { + "Dice": 0.7577038558786346, + "FN": 4813, + "FP": 19719, + "IoU": 0.6099220861822229, + "TN": 108064038, + "TP": 38358, + "n_pred": 58077, + "n_ref": 43171 + }, + "9": { + "Dice": 0.6213642266702397, + "FN": 31595, + "FP": 5141, + "IoU": 0.45070949027347895, + "TN": 108060049, + "TP": 30143, + "n_pred": 35284, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.663615393732734, + "FN": 51707, + "FP": 22083, + "IoU": 0.4965751555507041, + "TN": 62423584, + "TP": 72786, + "n_pred": 94869, + "n_ref": 124493 + }, + "10": { + "Dice": 0.5132743362831859, + "FN": 21040, + "FP": 51230, + "IoU": 0.34523809523809523, + "TN": 62459784, + "TP": 38106, + "n_pred": 89336, + "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": 0.5107123727905731, + "FN": 20732, + "FP": 19462, + "IoU": 0.3429239345441467, + "TN": 62508989, + "TP": 20977, + "n_pred": 40439, + "n_ref": 41709 + }, + "14": { + "Dice": 0.7008527276658275, + "FN": 163181, + "FP": 87, + "IoU": 0.5394713460057599, + "TN": 62215637, + "TP": 191255, + "n_pred": 191342, + "n_ref": 354436 + }, + "15": { + "Dice": 0.057899580085252214, + "FN": 88602, + "FP": 467, + "IoU": 0.029812866261464392, + "TN": 62478354, + "TP": 2737, + "n_pred": 3204, + "n_ref": 91339 + }, + "2": { + "Dice": 0.5012967064768541, + "FN": 99455, + "FP": 34960, + "IoU": 0.33448695858831917, + "TN": 62368188, + "TP": 67557, + "n_pred": 102517, + "n_ref": 167012 + }, + "3": { + "Dice": 0.3119608506815385, + "FN": 150859, + "FP": 66646, + "IoU": 0.18480664432900823, + "TN": 62303346, + "TP": 49309, + "n_pred": 115955, + "n_ref": 200168 + }, + "4": { + "Dice": 0.16662734457945028, + "FN": 20655, + "FP": 7603, + "IoU": 0.09088569314416241, + "TN": 62539077, + "TP": 2825, + "n_pred": 10428, + "n_ref": 23480 + }, + "5": { + "Dice": 0.0, + "FN": 8175, + "FP": 263, + "IoU": 0.0, + "TN": 62561722, + "TP": 0, + "n_pred": 263, + "n_ref": 8175 + }, + "6": { + "Dice": 0.8884965326364141, + "FN": 104122, + "FP": 235579, + "IoU": 0.7993646072412803, + "TN": 60877034, + "TP": 1353425, + "n_pred": 1589004, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.48277309291571135, + "FN": 63165, + "FP": 203031, + "IoU": 0.3181943917956704, + "TN": 62179732, + "TP": 124232, + "n_pred": 327263, + "n_ref": 187397 + }, + "8": { + "Dice": 0.6878242056147851, + "FN": 17350, + "FP": 30554, + "IoU": 0.5241860187925863, + "TN": 62469482, + "TP": 52774, + "n_pred": 83328, + "n_ref": 70124 + }, + "9": { + "Dice": 0.4618584649901842, + "FN": 29834, + "FP": 16218, + "IoU": 0.30027045917282036, + "TN": 62504346, + "TP": 19762, + "n_pred": 35980, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5054994764823681, + "FN": 181253, + "FP": 13329, + "IoU": 0.33823974533817175, + "TN": 55087211, + "TP": 99455, + "n_pred": 112784, + "n_ref": 280708 + }, + "10": { + "Dice": 0.6121002559889963, + "FN": 12487, + "FP": 68733, + "IoU": 0.44102627630727725, + "TN": 55235946, + "TP": 64082, + "n_pred": 132815, + "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": 0.29159740832457004, + "FN": 41977, + "FP": 20672, + "IoU": 0.1706842460585362, + "TN": 55305705, + "TP": 12894, + "n_pred": 33566, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8340179449727249, + "FN": 25239, + "FP": 2602, + "IoU": 0.7152922648995786, + "TN": 55283460, + "TP": 69947, + "n_pred": 72549, + "n_ref": 95186 + }, + "15": { + "Dice": 0.5932169063235134, + "FN": 49781, + "FP": 2441, + "IoU": 0.4216832779623477, + "TN": 55290948, + "TP": 38078, + "n_pred": 40519, + "n_ref": 87859 + }, + "2": { + "Dice": 0.4884122731828429, + "FN": 104484, + "FP": 85909, + "IoU": 0.32311209235024546, + "TN": 55099971, + "TP": 90884, + "n_pred": 176793, + "n_ref": 195368 + }, + "3": { + "Dice": 0.1730824429915484, + "FN": 162181, + "FP": 45243, + "IoU": 0.09474014978265803, + "TN": 55152116, + "TP": 21708, + "n_pred": 66951, + "n_ref": 183889 + }, + "4": { + "Dice": 0.18326869806094181, + "FN": 6582, + "FP": 789, + "IoU": 0.10087826299097341, + "TN": 55373050, + "TP": 827, + "n_pred": 1616, + "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": 0.8780861668355091, + "FN": 124540, + "FP": 257067, + "IoU": 0.7826680988135809, + "TN": 53625376, + "TP": 1374265, + "n_pred": 1631332, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.639835934054841, + "FN": 54825, + "FP": 80753, + "IoU": 0.47041084974570907, + "TN": 55125242, + "TP": 120428, + "n_pred": 201181, + "n_ref": 175253 + }, + "8": { + "Dice": 0.8402629631242109, + "FN": 8452, + "FP": 6224, + "IoU": 0.7245288685336737, + "TN": 55327972, + "TP": 38600, + "n_pred": 44824, + "n_ref": 47052 + }, + "9": { + "Dice": 0.6945736434108527, + "FN": 18660, + "FP": 9708, + "IoU": 0.5320665083135392, + "TN": 55320624, + "TP": 32256, + "n_pred": 41964, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6042814470627281, + "FN": 161290, + "FP": 5632, + "IoU": 0.4329536537226833, + "TN": 110852244, + "TP": 127449, + "n_pred": 133081, + "n_ref": 288739 + }, + "10": { + "Dice": 0.5961820851688693, + "FN": 28276, + "FP": 44874, + "IoU": 0.4246861924686193, + "TN": 111019467, + "TP": 53998, + "n_pred": 98872, + "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": 0.2423867140574882, + "FN": 52808, + "FP": 8367, + "IoU": 0.13790673750369922, + "TN": 111075654, + "TP": 9786, + "n_pred": 18153, + "n_ref": 62594 + }, + "14": { + "Dice": 0.6167528300945858, + "FN": 22565, + "FP": 490, + "IoU": 0.44587319136662984, + "TN": 111105009, + "TP": 18551, + "n_pred": 19041, + "n_ref": 41116 + }, + "15": { + "Dice": 0.5057112576542628, + "FN": 16775, + "FP": 15, + "IoU": 0.3384294101422436, + "TN": 111121236, + "TP": 8589, + "n_pred": 8604, + "n_ref": 25364 + }, + "2": { + "Dice": 0.5010465835614348, + "FN": 96762, + "FP": 20994, + "IoU": 0.33426427937426856, + "TN": 110969734, + "TP": 59125, + "n_pred": 80119, + "n_ref": 155887 + }, + "3": { + "Dice": 0.5033422567045509, + "FN": 150361, + "FP": 35537, + "IoU": 0.3363108626266521, + "TN": 110866517, + "TP": 94200, + "n_pred": 129737, + "n_ref": 244561 + }, + "4": { + "Dice": 0.0019092066185829445, + "FN": 18820, + "FP": 0, + "IoU": 0.0009555154474997346, + "TN": 111127777, + "TP": 18, + "n_pred": 18, + "n_ref": 18838 + }, + "5": { + "Dice": 0.0, + "FN": 4767, + "FP": 139, + "IoU": 0.0, + "TN": 111141709, + "TP": 0, + "n_pred": 139, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9028558966237588, + "FN": 76613, + "FP": 252114, + "IoU": 0.8229145960365648, + "TN": 109290296, + "TP": 1527592, + "n_pred": 1779706, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.10259784118569117, + "FN": 346497, + "FP": 216849, + "IoU": 0.05407279669682931, + "TN": 110551066, + "TP": 32203, + "n_pred": 249052, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8046566496269917, + "FN": 7905, + "FP": 27366, + "IoU": 0.6731594310336839, + "TN": 111038700, + "TP": 72644, + "n_pred": 100010, + "n_ref": 80549 + }, + "9": { + "Dice": 0.432721858737075, + "FN": 40014, + "FP": 1517, + "IoU": 0.2760976800125499, + "TN": 111089244, + "TP": 15840, + "n_pred": 17357, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8903400708449724, + "FN": 23859, + "FP": 20070, + "IoU": 0.8023539892288796, + "TN": 96898764, + "TP": 178332, + "n_pred": 198402, + "n_ref": 202191 + }, + "10": { + "Dice": 0.4417952980289717, + "FN": 37193, + "FP": 56831, + "IoU": 0.2835284077054377, + "TN": 96989793, + "TP": 37208, + "n_pred": 94039, + "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": 0.3892788119214729, + "FN": 32236, + "FP": 27804, + "IoU": 0.24167982317650774, + "TN": 97041850, + "TP": 19135, + "n_pred": 46939, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8730933521166212, + "FN": 27327, + "FP": 3482, + "IoU": 0.7747699010885378, + "TN": 96984236, + "TP": 105980, + "n_pred": 109462, + "n_ref": 133307 + }, + "15": { + "Dice": 0.6081168307245441, + "FN": 38351, + "FP": 505, + "IoU": 0.43690220856761924, + "TN": 97052021, + "TP": 30148, + "n_pred": 30653, + "n_ref": 68499 + }, + "2": { + "Dice": 0.4659251830232549, + "FN": 105374, + "FP": 36809, + "IoU": 0.30371737927454545, + "TN": 96916822, + "TP": 62020, + "n_pred": 98829, + "n_ref": 167394 + }, + "3": { + "Dice": 0.5806546995700222, + "FN": 102019, + "FP": 68166, + "IoU": 0.40910037845908126, + "TN": 96833015, + "TP": 117825, + "n_pred": 185991, + "n_ref": 219844 + }, + "4": { + "Dice": 0.0, + "FN": 17233, + "FP": 754, + "IoU": 0.0, + "TN": 97103038, + "TP": 0, + "n_pred": 754, + "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": 0.8930257424265933, + "FN": 102697, + "FP": 253069, + "IoU": 0.8067267475435165, + "TN": 95280284, + "TP": 1484975, + "n_pred": 1738044, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.5844163795716797, + "FN": 131091, + "FP": 147200, + "IoU": 0.4128448303144747, + "TN": 96647060, + "TP": 195674, + "n_pred": 342874, + "n_ref": 326765 + }, + "8": { + "Dice": 0.7121366313558205, + "FN": 32580, + "FP": 22013, + "IoU": 0.5529597694090288, + "TN": 96998904, + "TP": 67528, + "n_pred": 89541, + "n_ref": 100108 + }, + "9": { + "Dice": 0.5215952629745734, + "FN": 59505, + "FP": 6423, + "IoU": 0.35280951820002354, + "TN": 97019157, + "TP": 35940, + "n_pred": 42363, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6321169438687303, + "FN": 105181, + "FP": 1852, + "IoU": 0.4621132932639154, + "TN": 78857417, + "TP": 91955, + "n_pred": 93807, + "n_ref": 197136 + }, + "10": { + "Dice": 0.6169371664507061, + "FN": 36830, + "FP": 32938, + "IoU": 0.4460658991663358, + "TN": 78930455, + "TP": 56182, + "n_pred": 89120, + "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": 0.4093478238809908, + "FN": 45305, + "FP": 12902, + "IoU": 0.257345905048675, + "TN": 78978028, + "TP": 20170, + "n_pred": 33072, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5725447079303997, + "FN": 3509, + "FP": 47810, + "IoU": 0.40109466903183644, + "TN": 78970717, + "TP": 34369, + "n_pred": 82179, + "n_ref": 37878 + }, + "15": { + "Dice": 0.310479006304056, + "FN": 29396, + "FP": 11183, + "IoU": 0.18376747460524992, + "TN": 79006690, + "TP": 9136, + "n_pred": 20319, + "n_ref": 38532 + }, + "2": { + "Dice": 0.5935096506828083, + "FN": 21805, + "FP": 102766, + "IoU": 0.42197918455035194, + "TN": 78840892, + "TP": 90942, + "n_pred": 193708, + "n_ref": 112747 + }, + "3": { + "Dice": 0.03238400725764645, + "FN": 119381, + "FP": 77, + "IoU": 0.016458499715948854, + "TN": 78934948, + "TP": 1999, + "n_pred": 2076, + "n_ref": 121380 + }, + "4": { + "Dice": 0.3338866755201417, + "FN": 5465, + "FP": 6573, + "IoU": 0.20039853869146462, + "TN": 79041350, + "TP": 3017, + "n_pred": 9590, + "n_ref": 8482 + }, + "5": { + "Dice": 0.30663688576898535, + "FN": 3997, + "FP": 349, + "IoU": 0.1810815903523648, + "TN": 79051098, + "TP": 961, + "n_pred": 1310, + "n_ref": 4958 + }, + "6": { + "Dice": 0.90399578632218, + "FN": 95785, + "FP": 163952, + "IoU": 0.8248105025880106, + "TN": 77573799, + "TP": 1222869, + "n_pred": 1386821, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.6467381730270679, + "FN": 215143, + "FP": 67606, + "IoU": 0.4779106009911886, + "TN": 78514833, + "TP": 258823, + "n_pred": 326429, + "n_ref": 473966 + }, + "8": { + "Dice": 0.6446335597431087, + "FN": 7136, + "FP": 19756, + "IoU": 0.4756157011095295, + "TN": 79005122, + "TP": 24391, + "n_pred": 44147, + "n_ref": 31527 + }, + "9": { + "Dice": 0.6879971368496399, + "FN": 32844, + "FP": 2027, + "IoU": 0.5243869172645189, + "TN": 78983087, + "TP": 38447, + "n_pred": 40474, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.871075490469914, + "FN": 44743, + "FP": 11108, + "IoU": 0.7715976428153716, + "TN": 122467411, + "TP": 188678, + "n_pred": 199786, + "n_ref": 233421 + }, + "10": { + "Dice": 0.5652800887409872, + "FN": 26312, + "FP": 103015, + "IoU": 0.39400030926240914, + "TN": 122498529, + "TP": 84084, + "n_pred": 187099, + "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": 0.10749896484965141, + "FN": 48997, + "FP": 30756, + "IoU": 0.05680259236482331, + "TN": 122627384, + "TP": 4803, + "n_pred": 35559, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7692349242702504, + "FN": 36490, + "FP": 6232, + "IoU": 0.6250054859690855, + "TN": 122598013, + "TP": 71205, + "n_pred": 77437, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8099065527718856, + "FN": 15771, + "FP": 808, + "IoU": 0.6805403009807889, + "TN": 122660043, + "TP": 35318, + "n_pred": 36126, + "n_ref": 51089 + }, + "2": { + "Dice": 0.19625937022653467, + "FN": 111951, + "FP": 92732, + "IoU": 0.10880686889621331, + "TN": 122482267, + "TP": 24990, + "n_pred": 117722, + "n_ref": 136941 + }, + "3": { + "Dice": 0.5766298525267202, + "FN": 43886, + "FP": 105885, + "IoU": 0.4051158818739698, + "TN": 122460175, + "TP": 101994, + "n_pred": 207879, + "n_ref": 145880 + }, + "4": { + "Dice": 0.004224074389068436, + "FN": 65326, + "FP": 4924, + "IoU": 0.0021165073367519424, + "TN": 122641541, + "TP": 149, + "n_pred": 5073, + "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": 0.8884545983677745, + "FN": 110349, + "FP": 291528, + "IoU": 0.7992967242391916, + "TN": 120709596, + "TP": 1600467, + "n_pred": 1891995, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.462873977911868, + "FN": 331184, + "FP": 214304, + "IoU": 0.3011294918311707, + "TN": 121931412, + "TP": 235040, + "n_pred": 449344, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8099060790827303, + "FN": 31979, + "FP": 17062, + "IoU": 0.6805396320808796, + "TN": 122558428, + "TP": 104471, + "n_pred": 121533, + "n_ref": 136450 + }, + "9": { + "Dice": 0.45354982302360014, + "FN": 51617, + "FP": 4116, + "IoU": 0.2932844716086328, + "TN": 122633078, + "TP": 23129, + "n_pred": 27245, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_004/summary_cross_val.json b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_004/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..3aa3109100bd7ad762b3fcb1aafe44288189b5af --- /dev/null +++ b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_004/summary_cross_val.json @@ -0,0 +1,15504 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": NaN, + "FN": 1086.9438596491227, + "FP": 487.940350877193, + "IoU": NaN, + "TN": 237299.3859649123, + "TP": 916.8877192982457, + "n_pred": 1404.8280701754384, + "n_ref": 2003.8315789473681 + }, + "mean": { + "1": { + "Dice": 0.35335359559346186, + "FN": 370.2105263157895, + "FP": 152.21052631578948, + "IoU": 0.2437458836359028, + "TN": 238886.63157894736, + "TP": 382.10526315789474, + "n_pred": 534.3157894736842, + "n_ref": 752.3157894736842 + }, + "10": { + "Dice": 0.1600416110997645, + "FN": 1811.157894736842, + "FP": 808.8947368421053, + "IoU": 0.0966252371301837, + "TN": 237061.63157894736, + "TP": 109.47368421052632, + "n_pred": 918.3684210526316, + "n_ref": 1920.6315789473683 + }, + "11": { + "Dice": 0.0, + "FN": 106.52631578947368, + "FP": 0.0, + "IoU": 0.0, + "TN": 239684.63157894736, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 106.52631578947368 + }, + "12": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 239791.15789473685, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.006518675123326286, + "FN": 1261.3157894736842, + "FP": 357.3157894736842, + "IoU": 0.0033243486073674753, + "TN": 238170.57894736843, + "TP": 1.9473684210526316, + "n_pred": 359.2631578947368, + "n_ref": 1263.2631578947369 + }, + "14": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 239791.15789473685, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "15": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 239791.15789473685, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.21362601063549752, + "FN": 1662.2105263157894, + "FP": 1117.157894736842, + "IoU": 0.17195667809068546, + "TN": 235810.57894736843, + "TP": 1201.2105263157894, + "n_pred": 2318.3684210526317, + "n_ref": 2863.4210526315787 + }, + "3": { + "Dice": 0.0, + "FN": 2690.3684210526317, + "FP": 860.3684210526316, + "IoU": 0.0, + "TN": 236240.42105263157, + "TP": 0.0, + "n_pred": 860.3684210526316, + "n_ref": 2690.3684210526317 + }, + "4": { + "Dice": 0.0010892296967584525, + "FN": 815.3684210526316, + "FP": 0.3157894736842105, + "IoU": 0.0005458038599248974, + "TN": 238974.15789473685, + "TP": 1.3157894736842106, + "n_pred": 1.631578947368421, + "n_ref": 816.6842105263158 + }, + "5": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 239791.15789473685, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.6268344788860266, + "FN": 2671.157894736842, + "FP": 279.4736842105263, + "IoU": 0.5367019609047584, + "TN": 224907.0, + "TP": 11933.526315789473, + "n_pred": 12213.0, + "n_ref": 14604.684210526315 + }, + "7": { + "Dice": 0.00880402260304119, + "FN": 3827.3684210526317, + "FP": 3262.5263157894738, + "IoU": 0.004533288772026134, + "TN": 232631.31578947368, + "TP": 69.94736842105263, + "n_pred": 3332.4736842105262, + "n_ref": 3897.315789473684 + }, + "8": { + "Dice": 0.15357772075587936, + "FN": 711.4736842105264, + "FP": 274.1578947368421, + "IoU": 0.08604132156537944, + "TN": 238769.73684210525, + "TP": 35.78947368421053, + "n_pred": 309.94736842105266, + "n_ref": 747.2631578947369 + }, + "9": { + "Dice": 0.05809410565653134, + "FN": 377.0, + "FP": 206.68421052631578, + "IoU": 0.029916025192442266, + "TN": 239189.47368421053, + "TP": 18.0, + "n_pred": 224.68421052631578, + "n_ref": 395.0 + } + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8090787716955942, + "FN": 136, + "FP": 7, + "IoU": 0.679372197309417, + "TN": 174786, + "TP": 303, + "n_pred": 310, + "n_ref": 439 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 372, + "IoU": 0.0, + "TN": 174860, + "TP": 0, + "n_pred": 372, + "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": 1379, + "FP": 0, + "IoU": 0.0, + "TN": 173853, + "TP": 0, + "n_pred": 0, + "n_ref": 1379 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9147320581108394, + "FN": 14327, + "FP": 945, + "IoU": 0.8428628754282892, + "TN": 78043, + "TP": 81917, + "n_pred": 82862, + "n_ref": 96244 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6708, + "IoU": 0.0, + "TN": 168524, + "TP": 0, + "n_pred": 6708, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.4172248803827751, + "FN": 590, + "FP": 19, + "IoU": 0.26360338573155984, + "TN": 349637, + "TP": 218, + "n_pred": 237, + "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": 0.039112050739957716, + "FN": 1479, + "FP": 339, + "IoU": 0.019946091644204852, + "TN": 348609, + "TP": 37, + "n_pred": 376, + "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": 0.0, + "FN": 0, + "FP": 2731, + "IoU": 0.0, + "TN": 347733, + "TP": 0, + "n_pred": 2731, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.00435691878703381, + "FN": 11426, + "FP": 0, + "IoU": 0.0021832154396995897, + "TN": 339013, + "TP": 25, + "n_pred": 25, + "n_ref": 11451 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8792154381524834, + "FN": 1005, + "FP": 904, + "IoU": 0.7844642655526702, + "TN": 341607, + "TP": 6948, + "n_pred": 7852, + "n_ref": 7953 + }, + "7": { + "Dice": 0.0002973203998959379, + "FN": 16195, + "FP": 10704, + "IoU": 0.00014868230308887485, + "TN": 323561, + "TP": 4, + "n_pred": 10708, + "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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.06353805556992807, + "FN": 3065, + "FP": 15034, + "IoU": 0.032811414524662, + "TN": 156519, + "TP": 614, + "n_pred": 15648, + "n_ref": 3679 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 17541, + "FP": 2426, + "IoU": 0.0, + "TN": 155265, + "TP": 0, + "n_pred": 2426, + "n_ref": 17541 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 5, + "IoU": 0.0, + "TN": 175227, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 2687, + "FP": 0, + "IoU": 0.0, + "TN": 172545, + "TP": 0, + "n_pred": 0, + "n_ref": 2687 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 516, + "FP": 0, + "IoU": 0.0, + "TN": 174716, + "TP": 0, + "n_pred": 0, + "n_ref": 516 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 230, + "IoU": 0.0, + "TN": 175002, + "TP": 0, + "n_pred": 230, + "n_ref": 0 + }, + "8": { + "Dice": 0.058734388880179754, + "FN": 12804, + "FP": 5209, + "IoU": 0.0302557200538358, + "TN": 156657, + "TP": 562, + "n_pred": 5771, + "n_ref": 13366 + }, + "9": { + "Dice": 0.05809410565653134, + "FN": 7163, + "FP": 3927, + "IoU": 0.029916025192442266, + "TN": 163800, + "TP": 342, + "n_pred": 4269, + "n_ref": 7505 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.598757120662869, + "FN": 4956, + "FP": 2792, + "IoU": 0.42730430926158625, + "TN": 336935, + "TP": 5781, + "n_pred": 8573, + "n_ref": 10737 + }, + "10": { + "Dice": 0.01714370900417412, + "FN": 26103, + "FP": 269, + "IoU": 0.008645966468686565, + "TN": 323862, + "TP": 230, + "n_pred": 499, + "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": 0.0, + "FN": 4389, + "FP": 109, + "IoU": 0.0, + "TN": 345966, + "TP": 0, + "n_pred": 109, + "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": 0.0, + "FN": 0, + "FP": 71, + "IoU": 0.0, + "TN": 350393, + "TP": 0, + "n_pred": 71, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11452, + "IoU": 0.0, + "TN": 339012, + "TP": 0, + "n_pred": 11452, + "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": 0.6699975142928163, + "FN": 12464, + "FP": 812, + "IoU": 0.5037565880462004, + "TN": 323711, + "TP": 13477, + "n_pred": 14289, + "n_ref": 25941 + }, + "7": { + "Dice": 0.06343450269346998, + "FN": 28710, + "FP": 6931, + "IoU": 0.03275618758141555, + "TN": 313616, + "TP": 1207, + "n_pred": 8138, + "n_ref": 29917 + }, + "8": { + "Dice": 0.24842105263157896, + "FN": 714, + "FP": 0, + "IoU": 0.14182692307692307, + "TN": 349632, + "TP": 118, + "n_pred": 118, + "n_ref": 832 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5971134020618557, + "FN": 1930, + "FP": 24, + "IoU": 0.42563198118753676, + "TN": 522294, + "TP": 1448, + "n_pred": 1472, + "n_ref": 3378 + }, + "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": 309, + "IoU": 0.0, + "TN": 525387, + "TP": 0, + "n_pred": 309, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0075291842232506736, + "FN": 11126, + "FP": 17610, + "IoU": 0.0037788178193794418, + "TN": 496851, + "TP": 109, + "n_pred": 17719, + "n_ref": 11235 + }, + "3": { + "Dice": 0.0, + "FN": 51117, + "FP": 0, + "IoU": 0.0, + "TN": 474579, + "TP": 0, + "n_pred": 0, + "n_ref": 51117 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7171960218158486, + "FN": 6123, + "FP": 929, + "IoU": 0.5590846567462798, + "TN": 509702, + "TP": 8942, + "n_pred": 9871, + "n_ref": 15065 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 28553, + "IoU": 0.0, + "TN": 497143, + "TP": 0, + "n_pred": 28553, + "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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": 0.30230141054194504, + "FN": 4654, + "FP": 45, + "IoU": 0.17806541892601013, + "TN": 169515, + "TP": 1018, + "n_pred": 1063, + "n_ref": 5672 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 556, + "FP": 35, + "IoU": 0.0, + "TN": 174641, + "TP": 0, + "n_pred": 35, + "n_ref": 556 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 129, + "IoU": 0.0, + "TN": 175103, + "TP": 0, + "n_pred": 129, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4860, + "IoU": 0.0, + "TN": 170372, + "TP": 0, + "n_pred": 4860, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 15, + "FP": 0, + "IoU": 0.0, + "TN": 175217, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "7": { + "Dice": 0.006700357730963603, + "FN": 27815, + "FP": 7171, + "IoU": 0.003361440291704649, + "TN": 140128, + "TP": 118, + "n_pred": 7289, + "n_ref": 27933 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 2024, + "FP": 0, + "IoU": 0.0, + "TN": 173208, + "TP": 0, + "n_pred": 0, + "n_ref": 2024 + }, + "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": 3571, + "IoU": 0.0, + "TN": 171661, + "TP": 0, + "n_pred": 3571, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6568140917271091, + "FN": 18567, + "FP": 312, + "IoU": 0.4889971579374746, + "TN": 138287, + "TP": 18066, + "n_pred": 18378, + "n_ref": 36633 + }, + "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": 0.6780703137316727, + "FN": 11250, + "FP": 1002, + "IoU": 0.5129397734048897, + "TN": 150077, + "TP": 12903, + "n_pred": 13905, + "n_ref": 24153 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 294, + "IoU": 0.0, + "TN": 174938, + "TP": 0, + "n_pred": 294, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.21754385964912282, + "FN": 148, + "FP": 75, + "IoU": 0.1220472440944882, + "TN": 525442, + "TP": 31, + "n_pred": 106, + "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": 0.8310387984981227, + "FN": 1889, + "FP": 1, + "IoU": 0.7109207708779444, + "TN": 519158, + "TP": 4648, + "n_pred": 4649, + "n_ref": 6537 + }, + "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": 0.9732201921749849, + "FN": 4916, + "FP": 711, + "IoU": 0.9478372916550791, + "TN": 417822, + "TP": 102247, + "n_pred": 102958, + "n_ref": 107163 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1397, + "IoU": 0.0, + "TN": 524299, + "TP": 0, + "n_pred": 1397, + "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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.20153480928484027, + "FN": 985.5333333333332, + "FP": 466.319298245614, + "IoU": 0.15576602052744243, + "TN": 209765.2912280702, + "TP": 905.8035087719298, + "n_pred": 1372.1228070175441, + "n_ref": 1891.3368421052633 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 28.57894736842105, + "FP": 0.5789473684210527, + "IoU": 0.0, + "TN": 212093.7894736842, + "TP": 0.0, + "n_pred": 0.5789473684210527, + "n_ref": 28.57894736842105 + }, + "10": { + "Dice": 0.28597005984863166, + "FN": 1396.8947368421052, + "FP": 1156.0526315789473, + "IoU": 0.20747057678649536, + "TN": 207592.15789473685, + "TP": 1977.842105263158, + "n_pred": 3133.8947368421054, + "n_ref": 3374.7368421052633 + }, + "11": { + "Dice": 0.0, + "FN": 33.36842105263158, + "FP": 0.0, + "IoU": 0.0, + "TN": 212089.57894736843, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 33.36842105263158 + }, + "12": { + "Dice": 0.0, + "FN": 340.6842105263158, + "FP": 0.0, + "IoU": 0.0, + "TN": 211782.26315789475, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 340.6842105263158 + }, + "13": { + "Dice": 0.20198016189446372, + "FN": 663.6842105263158, + "FP": 699.2105263157895, + "IoU": 0.1336191834389065, + "TN": 210142.63157894736, + "TP": 617.421052631579, + "n_pred": 1316.6315789473683, + "n_ref": 1281.1052631578948 + }, + "14": { + "Dice": 0.7318809737053528, + "FN": 220.78947368421052, + "FP": 2243.4736842105262, + "IoU": 0.5993566643014296, + "TN": 206090.1052631579, + "TP": 3568.5789473684213, + "n_pred": 5812.0526315789475, + "n_ref": 3789.3684210526317 + }, + "15": { + "Dice": 0.2424255265053604, + "FN": 631.578947368421, + "FP": 41.10526315789474, + "IoU": 0.16000111869336614, + "TN": 211149.15789473685, + "TP": 301.10526315789474, + "n_pred": 342.2105263157895, + "n_ref": 932.6842105263158 + }, + "2": { + "Dice": 0.2672507078122662, + "FN": 1405.421052631579, + "FP": 129.10526315789474, + "IoU": 0.2039464300918114, + "TN": 208623.42105263157, + "TP": 1965.0, + "n_pred": 2094.1052631578946, + "n_ref": 3370.4210526315787 + }, + "3": { + "Dice": 0.08363624112373186, + "FN": 818.6315789473684, + "FP": 538.6842105263158, + "IoU": 0.04937024147588096, + "TN": 210693.0, + "TP": 72.63157894736842, + "n_pred": 611.3157894736842, + "n_ref": 891.2631578947369 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 209.42105263157896, + "IoU": 0.0, + "TN": 211913.52631578947, + "TP": 0.0, + "n_pred": 209.42105263157896, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.0, + "FN": 308.05263157894734, + "FP": 34.05263157894737, + "IoU": 0.0, + "TN": 211780.84210526315, + "TP": 0.0, + "n_pred": 34.05263157894737, + "n_ref": 308.05263157894734 + }, + "6": { + "Dice": 0.48204225523212313, + "FN": 294.94736842105266, + "FP": 910.0526315789474, + "IoU": 0.4249277436644007, + "TN": 208933.84210526315, + "TP": 1984.1052631578948, + "n_pred": 2894.157894736842, + "n_ref": 2279.0526315789475 + }, + "7": { + "Dice": 0.04140250468429353, + "FN": 5712.210526315789, + "FP": 612.3157894736842, + "IoU": 0.0234497358442606, + "TN": 204847.05263157896, + "TP": 951.3684210526316, + "n_pred": 1563.6842105263158, + "n_ref": 6663.578947368421 + }, + "8": { + "Dice": 0.3933964146307686, + "FN": 2429.0, + "FP": 15.263157894736842, + "IoU": 0.32512666466311124, + "TN": 208132.31578947368, + "TP": 1546.3684210526317, + "n_pred": 1561.6315789473683, + "n_ref": 3975.3684210526317 + }, + "9": { + "Dice": 0.2930372938356124, + "FN": 499.1578947368421, + "FP": 405.4736842105263, + "IoU": 0.20922194895197396, + "TN": 210615.68421052632, + "TP": 602.6315789473684, + "n_pred": 1008.1052631578947, + "n_ref": 1101.7894736842106 + } + }, + "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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.5824170604858819, + "FN": 1578, + "FP": 33590, + "IoU": 0.41085219372455734, + "TN": 115539, + "TP": 24525, + "n_pred": 58115, + "n_ref": 26103 + }, + "15": { + "Dice": 0.4848510530107208, + "FN": 12000, + "FP": 157, + "IoU": 0.3200022373867323, + "TN": 157354, + "TP": 5721, + "n_pred": 5878, + "n_ref": 17721 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 175221, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 5638, + "FP": 0, + "IoU": 0.0, + "TN": 169594, + "TP": 0, + "n_pred": 0, + "n_ref": 5638 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 540, + "FP": 0, + "IoU": 0.0, + "TN": 174692, + "TP": 0, + "n_pred": 0, + "n_ref": 540 + }, + "8": { + "Dice": 0.0, + "FN": 22173, + "FP": 0, + "IoU": 0.0, + "TN": 153059, + "TP": 0, + "n_pred": 0, + "n_ref": 22173 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 3773, + "IoU": 0.0, + "TN": 346691, + "TP": 0, + "n_pred": 3773, + "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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 9880, + "IoU": 0.0, + "TN": 165352, + "TP": 0, + "n_pred": 9880, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 771, + "IoU": 0.0, + "TN": 174461, + "TP": 0, + "n_pred": 771, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.5858714875221065, + "FN": 3542, + "FP": 13318, + "IoU": 0.4142986173834503, + "TN": 146446, + "TP": 11926, + "n_pred": 25244, + "n_ref": 15468 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.052864618274520325, + "FN": 3116, + "FP": 3943, + "IoU": 0.02714994487320838, + "TN": 167976, + "TP": 197, + "n_pred": 4140, + "n_ref": 3313 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1835, + "IoU": 0.0, + "TN": 173397, + "TP": 0, + "n_pred": 1835, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.913583760197306, + "FN": 289, + "FP": 1533, + "IoU": 0.8409150440932507, + "TN": 163779, + "TP": 9631, + "n_pred": 11164, + "n_ref": 9920 + }, + "7": { + "Dice": 0.2696464912941886, + "FN": 96775, + "FP": 121, + "IoU": 0.15583318087173187, + "TN": 60449, + "TP": 17887, + "n_pred": 18008, + "n_ref": 114662 + }, + "8": { + "Dice": 0.0, + "FN": 97, + "FP": 0, + "IoU": 0.0, + "TN": 175135, + "TP": 0, + "n_pred": 0, + "n_ref": 97 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 543, + "FP": 0, + "IoU": 0.0, + "TN": 174689, + "TP": 0, + "n_pred": 0, + "n_ref": 543 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 351, + "IoU": 0.0, + "TN": 174881, + "TP": 0, + "n_pred": 351, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 634, + "FP": 0, + "IoU": 0.0, + "TN": 174598, + "TP": 0, + "n_pred": 0, + "n_ref": 634 + }, + "12": { + "Dice": 0.0, + "FN": 379, + "FP": 0, + "IoU": 0.0, + "TN": 174853, + "TP": 0, + "n_pred": 0, + "n_ref": 379 + }, + "13": { + "Dice": 0.16765676567656765, + "FN": 83, + "FP": 1178, + "IoU": 0.0914985590778098, + "TN": 173844, + "TP": 127, + "n_pred": 1305, + "n_ref": 210 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 67, + "IoU": 0.0, + "TN": 175165, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "3": { + "Dice": 0.362339514978602, + "FN": 140, + "FP": 307, + "IoU": 0.22125435540069685, + "TN": 174658, + "TP": 127, + "n_pred": 434, + "n_ref": 267 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 215, + "FP": 647, + "IoU": 0.0, + "TN": 174370, + "TP": 0, + "n_pred": 647, + "n_ref": 215 + }, + "6": { + "Dice": 0.5433679833679834, + "FN": 3854, + "FP": 1637, + "IoU": 0.37303037223110297, + "TN": 166474, + "TP": 3267, + "n_pred": 4904, + "n_ref": 7121 + }, + "7": { + "Dice": 0.0, + "FN": 5434, + "FP": 0, + "IoU": 0.0, + "TN": 169798, + "TP": 0, + "n_pred": 0, + "n_ref": 5434 + }, + "8": { + "Dice": 0.7596230954290297, + "FN": 14275, + "FP": 113, + "IoU": 0.6124131242928722, + "TN": 138110, + "TP": 22734, + "n_pred": 22847, + "n_ref": 37009 + }, + "9": { + "Dice": 0.5115352188242508, + "FN": 3438, + "FP": 2935, + "IoU": 0.3436663233779609, + "TN": 165522, + "TP": 3337, + "n_pred": 6272, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 746, + "IoU": 0.0, + "TN": 174486, + "TP": 0, + "n_pred": 746, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.8813448869248236, + "FN": 2617, + "FP": 9036, + "IoU": 0.7878611348783019, + "TN": 120301, + "TP": 43278, + "n_pred": 52314, + "n_ref": 45895 + }, + "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": 41, + "IoU": 0.0, + "TN": 175191, + "TP": 0, + "n_pred": 41, + "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": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 175192, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 167, + "IoU": 0.0, + "TN": 175065, + "TP": 0, + "n_pred": 167, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.7420895935747421, + "FN": 9863, + "FP": 5037, + "IoU": 0.5899383531483928, + "TN": 138896, + "TP": 21436, + "n_pred": 26473, + "n_ref": 31299 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5873992636267669, + "FN": 9411, + "FP": 6614, + "IoU": 0.41582822980460776, + "TN": 147800, + "TP": 11407, + "n_pred": 18021, + "n_ref": 20818 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5698449021103483, + "FN": 7845, + "FP": 614, + "IoU": 0.39844972265680556, + "TN": 161170, + "TP": 5603, + "n_pred": 6217, + "n_ref": 13448 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7857, + "IoU": 0.0, + "TN": 167375, + "TP": 0, + "n_pred": 7857, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2698, + "IoU": 0.0, + "TN": 172534, + "TP": 0, + "n_pred": 2698, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.06157354618015964, + "FN": 5761, + "FP": 0, + "IoU": 0.03176470588235294, + "TN": 169282, + "TP": 189, + "n_pred": 189, + "n_ref": 5950 + }, + "8": { + "Dice": 0.9137094472457425, + "FN": 730, + "FP": 177, + "IoU": 0.8411280434401822, + "TN": 169523, + "TP": 4802, + "n_pred": 4979, + "n_ref": 5532 + }, + "9": { + "Dice": 0.6606139565181989, + "FN": 6046, + "FP": 2290, + "IoU": 0.49322147242993497, + "TN": 158783, + "TP": 8113, + "n_pred": 10403, + "n_ref": 14159 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 624, + "IoU": 0.0, + "TN": 174608, + "TP": 0, + "n_pred": 624, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.38785927799494135, + "FN": 13136, + "FP": 175, + "IoU": 0.24058649018712916, + "TN": 332936, + "TP": 4217, + "n_pred": 4392, + "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": 1550, + "IoU": 0.0, + "TN": 348914, + "TP": 0, + "n_pred": 1550, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 1246, + "IoU": 0.0, + "TN": 349218, + "TP": 0, + "n_pred": 1246, + "n_ref": 0 + }, + "3": { + "Dice": 0.13947793176378917, + "FN": 15414, + "FP": 47, + "IoU": 0.07496709345458896, + "TN": 333750, + "TP": 1253, + "n_pred": 1300, + "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": 3270, + "IoU": 0.0, + "TN": 347194, + "TP": 0, + "n_pred": 3270, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 22, + "FP": 1240, + "IoU": 0.0, + "TN": 349202, + "TP": 0, + "n_pred": 1240, + "n_ref": 22 + }, + "8": { + "Dice": 0.2936495304790705, + "FN": 8876, + "FP": 0, + "IoU": 0.17209215558250163, + "TN": 339743, + "TP": 1845, + "n_pred": 1845, + "n_ref": 10721 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1708, + "IoU": 0.0, + "TN": 348756, + "TP": 0, + "n_pred": 1708, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 2338, + "IoU": 0.0, + "TN": 172894, + "TP": 0, + "n_pred": 2338, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.7664086369509824, + "FN": 18858, + "FP": 485, + "IoU": 0.6212824278022516, + "TN": 124157, + "TP": 31732, + "n_pred": 32217, + "n_ref": 50590 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 179, + "IoU": 0.0, + "TN": 175053, + "TP": 0, + "n_pred": 179, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1241, + "IoU": 0.0, + "TN": 173991, + "TP": 0, + "n_pred": 1241, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9532595325953259, + "FN": 1461, + "FP": 971, + "IoU": 0.9106933019976499, + "TN": 148000, + "TP": 24800, + "n_pred": 25771, + "n_ref": 26261 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6333, + "IoU": 0.0, + "TN": 168899, + "TP": 0, + "n_pred": 6333, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": NaN, + "FN": 1447.8703703703702, + "FP": 685.0555555555555, + "IoU": NaN, + "TN": 220587.27407407408, + "TP": 1187.3555555555556, + "n_pred": 1872.4111111111115, + "n_ref": 2635.225925925926 + }, + "mean": { + "1": { + "Dice": 0.03030419923005115, + "FN": 6724.166666666667, + "FP": 45.22222222222222, + "IoU": 0.01562562156399424, + "TN": 216919.94444444444, + "TP": 218.22222222222223, + "n_pred": 263.44444444444446, + "n_ref": 6942.388888888889 + }, + "10": { + "Dice": 0.26598990737744455, + "FN": 323.22222222222223, + "FP": 246.94444444444446, + "IoU": 0.20142962999699515, + "TN": 222409.33333333334, + "TP": 928.0555555555555, + "n_pred": 1175.0, + "n_ref": 1251.2777777777778 + }, + "11": { + "Dice": 0.0, + "FN": 8.11111111111111, + "FP": 0.0, + "IoU": 0.0, + "TN": 223899.44444444444, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 8.11111111111111 + }, + "12": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 223907.55555555556, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.06540391775943015, + "FN": 746.9444444444445, + "FP": 35.5, + "IoU": 0.03762339355559695, + "TN": 222990.44444444444, + "TP": 134.66666666666666, + "n_pred": 170.16666666666666, + "n_ref": 881.6111111111111 + }, + "14": { + "Dice": 0.7090330054445764, + "FN": 4620.888888888889, + "FP": 287.72222222222223, + "IoU": 0.5793404507179534, + "TN": 214785.83333333334, + "TP": 4213.111111111111, + "n_pred": 4500.833333333333, + "n_ref": 8834.0 + }, + "15": { + "Dice": 0.32470695809150296, + "FN": 1979.111111111111, + "FP": 1006.5555555555555, + "IoU": 0.22343472240870207, + "TN": 219170.88888888888, + "TP": 1751.0, + "n_pred": 2757.5555555555557, + "n_ref": 3730.1111111111113 + }, + "2": { + "Dice": 0.3565544859440447, + "FN": 32.0, + "FP": 221.05555555555554, + "IoU": 0.2854095796241245, + "TN": 223498.83333333334, + "TP": 155.66666666666666, + "n_pred": 376.72222222222223, + "n_ref": 187.66666666666666 + }, + "3": { + "Dice": 0.4600358422939068, + "FN": 31.666666666666668, + "FP": 52.27777777777778, + "IoU": 0.4259873879853966, + "TN": 223395.77777777778, + "TP": 427.8333333333333, + "n_pred": 480.1111111111111, + "n_ref": 459.5 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 184.88888888888889, + "IoU": 0.0, + "TN": 223722.66666666666, + "TP": 0.0, + "n_pred": 184.88888888888889, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 56.388888888888886, + "IoU": 0.0, + "TN": 223851.16666666666, + "TP": 0.0, + "n_pred": 56.388888888888886, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.30207731775865276, + "FN": 645.0, + "FP": 7772.722222222223, + "IoU": 0.274388981422757, + "TN": 206712.38888888888, + "TP": 8777.444444444445, + "n_pred": 16550.166666666668, + "n_ref": 9422.444444444445 + }, + "7": { + "Dice": 0.10571326245785095, + "FN": 6259.111111111111, + "FP": 241.16666666666666, + "IoU": 0.0690261625052541, + "TN": 216474.77777777778, + "TP": 932.5, + "n_pred": 1173.6666666666667, + "n_ref": 7191.611111111111 + }, + "8": { + "Dice": 0.8236102990306614, + "FN": 9.88888888888889, + "FP": 125.38888888888889, + "IoU": 0.7021263456297229, + "TN": 223500.44444444444, + "TP": 271.8333333333333, + "n_pred": 397.22222222222223, + "n_ref": 281.72222222222223 + }, + "9": { + "Dice": 0.0, + "FN": 337.94444444444446, + "FP": 0.0, + "IoU": 0.0, + "TN": 223569.61111111112, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 337.94444444444446 + } + }, + "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": 0.6684098870195866, + "FN": 5937, + "FP": 784, + "IoU": 0.5019636902556502, + "TN": 161737, + "TP": 6774, + "n_pred": 7558, + "n_ref": 12711 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 19, + "IoU": 0.0, + "TN": 175213, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 86, + "IoU": 0.0, + "TN": 175146, + "TP": 0, + "n_pred": 86, + "n_ref": 0 + }, + "10": { + "Dice": 0.2826086956521739, + "FN": 22, + "FP": 44, + "IoU": 0.16455696202531644, + "TN": 175153, + "TP": 13, + "n_pred": 57, + "n_ref": 35 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2222222222222222, + "FN": 336, + "FP": 0, + "IoU": 0.125, + "TN": 174848, + "TP": 48, + "n_pred": 48, + "n_ref": 384 + }, + "7": { + "Dice": 0.014702457202748341, + "FN": 67589, + "FP": 97, + "IoU": 0.007405669369858193, + "TN": 107041, + "TP": 505, + "n_pred": 602, + "n_ref": 68094 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.9200716845878136, + "FN": 570, + "FP": 768, + "IoU": 0.8519747759707932, + "TN": 341425, + "TP": 7701, + "n_pred": 8469, + "n_ref": 8271 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 1180, + "IoU": 0.0, + "TN": 349284, + "TP": 0, + "n_pred": 1180, + "n_ref": 0 + }, + "8": { + "Dice": 0.864030131826742, + "FN": 24, + "FP": 337, + "IoU": 0.7606100795755968, + "TN": 348956, + "TP": 1147, + "n_pred": 1484, + "n_ref": 1171 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.8212325773396144, + "FN": 1281, + "FP": 2400, + "IoU": 0.6966875411997363, + "TN": 163096, + "TP": 8455, + "n_pred": 10855, + "n_ref": 9736 + }, + "15": { + "Dice": 0.6174312948552696, + "FN": 11743, + "FP": 12298, + "IoU": 0.44658272139223315, + "TN": 131791, + "TP": 19400, + "n_pred": 31698, + "n_ref": 31143 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 3248, + "FP": 0, + "IoU": 0.0, + "TN": 347216, + "TP": 0, + "n_pred": 0, + "n_ref": 3248 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0606083984601023, + "FN": 121035, + "FP": 728, + "IoU": 0.03125124312798848, + "TN": 49541, + "TP": 3928, + "n_pred": 4656, + "n_ref": 124963 + }, + "10": { + "Dice": 0.0, + "FN": 722, + "FP": 0, + "IoU": 0.0, + "TN": 174510, + "TP": 0, + "n_pred": 0, + "n_ref": 722 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 44, + "IoU": 0.0, + "TN": 175188, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2617, + "IoU": 0.0, + "TN": 172615, + "TP": 0, + "n_pred": 2617, + "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": 2292, + "IoU": 0.0, + "TN": 172940, + "TP": 0, + "n_pred": 2292, + "n_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": 136346, + "IoU": 0.0, + "TN": 38886, + "TP": 0, + "n_pred": 136346, + "n_ref": 0 + }, + "7": { + "Dice": 0.5133228666828826, + "FN": 21280, + "FP": 729, + "IoU": 0.34528200856734886, + "TN": 141616, + "TP": 11607, + "n_pred": 12336, + "n_ref": 32887 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 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": 0.0, + "FN": 0, + "FP": 797, + "IoU": 0.0, + "TN": 174435, + "TP": 0, + "n_pred": 797, + "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": 1036, + "IoU": 0.0, + "TN": 174196, + "TP": 0, + "n_pred": 1036, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.986087048812389, + "FN": 899, + "FP": 3558, + "IoU": 0.9725559256910279, + "TN": 12829, + "TP": 157946, + "n_pred": 161504, + "n_ref": 158845 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 585, + "IoU": 0.0, + "TN": 174647, + "TP": 0, + "n_pred": 585, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.43115405039112964, + "FN": 71658, + "FP": 115, + "IoU": 0.27482242631828885, + "TN": 76259, + "TP": 27200, + "n_pred": 27315, + "n_ref": 98858 + }, + "15": { + "Dice": 0.13804094642638226, + "FN": 1710, + "FP": 5321, + "IoU": 0.07413747695549118, + "TN": 167638, + "TP": 563, + "n_pred": 5884, + "n_ref": 2273 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1113, + "IoU": 0.0, + "TN": 174119, + "TP": 0, + "n_pred": 1113, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.7813509338576042, + "FN": 5074, + "FP": 4268, + "IoU": 0.6411615579626642, + "TN": 324430, + "TP": 16692, + "n_pred": 20960, + "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": 0.2616156710377206, + "FN": 13445, + "FP": 238, + "IoU": 0.1504935742223878, + "TN": 334357, + "TP": 2424, + "n_pred": 2662, + "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": 0.5804749340369393, + "FN": 157, + "FP": 2, + "IoU": 0.40892193308550184, + "TN": 350195, + "TP": 110, + "n_pred": 112, + "n_ref": 267 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 173, + "IoU": 0.0, + "TN": 350291, + "TP": 0, + "n_pred": 173, + "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": 1015, + "IoU": 0.0, + "TN": 349449, + "TP": 0, + "n_pred": 1015, + "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": 0.7831904662345808, + "FN": 154, + "FP": 1920, + "IoU": 0.6436426116838488, + "TN": 344644, + "TP": 3746, + "n_pred": 5666, + "n_ref": 3900 + }, + "9": { + "Dice": 0.0, + "FN": 6083, + "FP": 0, + "IoU": 0.0, + "TN": 344381, + "TP": 0, + "n_pred": 0, + "n_ref": 6083 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.8457430097392397, + "FN": 419, + "FP": 563, + "IoU": 0.7327163854109962, + "TN": 346790, + "TP": 2692, + "n_pred": 3255, + "n_ref": 3111 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 11209, + "FP": 386, + "IoU": 0.0, + "TN": 338869, + "TP": 0, + "n_pred": 386, + "n_ref": 11209 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.915335507027975, + "FN": 4300, + "FP": 1880, + "IoU": 0.8438881450981383, + "TN": 135645, + "TP": 33407, + "n_pred": 35287, + "n_ref": 37707 + }, + "15": { + "Dice": 0.54335559108436, + "FN": 18923, + "FP": 499, + "IoU": 0.373018691287084, + "TN": 144255, + "TP": 11555, + "n_pred": 12054, + "n_ref": 30478 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 133, + "IoU": 0.0, + "TN": 175099, + "TP": 0, + "n_pred": 133, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 10375, + "FP": 5, + "IoU": 0.0, + "TN": 164852, + "TP": 0, + "n_pred": 5, + "n_ref": 10375 + }, + "7": { + "Dice": 0.42339403823502764, + "FN": 12586, + "FP": 142, + "IoU": 0.2685477846100799, + "TN": 157831, + "TP": 4673, + "n_pred": 4815, + "n_ref": 17259 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0351.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": NaN, + "FN": 1277.4, + "FP": 710.5222222222224, + "IoU": NaN, + "TN": 240521.11851851855, + "TP": 868.737037037037, + "n_pred": 1579.2592592592591, + "n_ref": 2146.137037037037 + }, + "mean": { + "1": { + "Dice": 0.19537826911898792, + "FN": 344.3888888888889, + "FP": 1421.2777777777778, + "IoU": 0.1659884444500397, + "TN": 240905.05555555556, + "TP": 707.0555555555555, + "n_pred": 2128.3333333333335, + "n_ref": 1051.4444444444443 + }, + "10": { + "Dice": 0.12575054712693493, + "FN": 1330.111111111111, + "FP": 732.3333333333334, + "IoU": 0.08126685250120501, + "TN": 240803.0, + "TP": 512.3333333333334, + "n_pred": 1244.6666666666667, + "n_ref": 1842.4444444444443 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 243377.77777777778, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 223.16666666666666, + "FP": 0.0, + "IoU": 0.0, + "TN": 243154.61111111112, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 223.16666666666666 + }, + "13": { + "Dice": 0.006472419281789221, + "FN": 1606.8333333333333, + "FP": 547.6111111111111, + "IoU": 0.003276834766250788, + "TN": 241205.61111111112, + "TP": 17.72222222222222, + "n_pred": 565.3333333333334, + "n_ref": 1624.5555555555557 + }, + "14": { + "Dice": 0.6431196162810917, + "FN": 339.72222222222223, + "FP": 188.94444444444446, + "IoU": 0.5363767656364261, + "TN": 241982.38888888888, + "TP": 866.7222222222222, + "n_pred": 1055.6666666666667, + "n_ref": 1206.4444444444443 + }, + "15": { + "Dice": 0.388237195139837, + "FN": 197.72222222222223, + "FP": 739.6111111111111, + "IoU": 0.24093119930520995, + "TN": 242130.33333333334, + "TP": 310.1111111111111, + "n_pred": 1049.7222222222222, + "n_ref": 507.8333333333333 + }, + "2": { + "Dice": 0.09225818808657346, + "FN": 780.2222222222222, + "FP": 339.22222222222223, + "IoU": 0.059958175662218685, + "TN": 241923.83333333334, + "TP": 334.5, + "n_pred": 673.7222222222222, + "n_ref": 1114.7222222222222 + }, + "3": { + "Dice": 0.0, + "FN": 1976.5555555555557, + "FP": 8.5, + "IoU": 0.0, + "TN": 241392.72222222222, + "TP": 0.0, + "n_pred": 8.5, + "n_ref": 1976.5555555555557 + }, + "4": { + "Dice": 0.0, + "FN": 765.7777777777778, + "FP": 0.5, + "IoU": 0.0, + "TN": 242611.5, + "TP": 0.0, + "n_pred": 0.5, + "n_ref": 765.7777777777778 + }, + "5": { + "Dice": 0.07809224318658281, + "FN": 542.8333333333334, + "FP": 110.0, + "IoU": 0.04627329192546584, + "TN": 242675.27777777778, + "TP": 49.666666666666664, + "n_pred": 159.66666666666666, + "n_ref": 592.5 + }, + "6": { + "Dice": 0.3533717466670485, + "FN": 4458.5, + "FP": 2149.1111111111113, + "IoU": 0.29937649273789924, + "TN": 227814.61111111112, + "TP": 8955.555555555555, + "n_pred": 11104.666666666666, + "n_ref": 13414.055555555555 + }, + "7": { + "Dice": 0.06326796408500003, + "FN": 2692.777777777778, + "FP": 3215.4444444444443, + "IoU": 0.035803289926969115, + "TN": 237181.38888888888, + "TP": 288.1666666666667, + "n_pred": 3503.6111111111113, + "n_ref": 2980.9444444444443 + }, + "8": { + "Dice": 0.13728655895548547, + "FN": 3558.8333333333335, + "FP": 192.0, + "IoU": 0.12641481386608852, + "TN": 238922.0, + "TP": 704.9444444444445, + "n_pred": 896.9444444444445, + "n_ref": 4263.777777777777 + }, + "9": { + "Dice": 0.12443431333827593, + "FN": 343.55555555555554, + "FP": 1013.2777777777778, + "IoU": 0.07849817895322318, + "TN": 241736.66666666666, + "TP": 284.27777777777777, + "n_pred": 1297.5555555555557, + "n_ref": 627.8333333333334 + } + }, + "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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 19699, + "IoU": 0.0, + "TN": 155533, + "TP": 0, + "n_pred": 19699, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 69, + "IoU": 0.0, + "TN": 175163, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 175215, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 240, + "IoU": 0.0, + "TN": 174992, + "TP": 0, + "n_pred": 240, + "n_ref": 0 + }, + "10": { + "Dice": 0.5127434548922152, + "FN": 14682, + "FP": 2180, + "IoU": 0.3447579078262221, + "TN": 149498, + "TP": 8872, + "n_pred": 11052, + "n_ref": 23554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.004397215097105167, + "FN": 8004, + "FP": 147, + "IoU": 0.0022034520749173708, + "TN": 167063, + "TP": 18, + "n_pred": 165, + "n_ref": 8022 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8759508686266801, + "FN": 15615, + "FP": 2372, + "IoU": 0.7792816560931614, + "TN": 93739, + "TP": 63506, + "n_pred": 65878, + "n_ref": 79121 + }, + "7": { + "Dice": 0.2553718406293248, + "FN": 5655, + "FP": 4568, + "IoU": 0.14637608550434203, + "TN": 163256, + "TP": 1753, + "n_pred": 6321, + "n_ref": 7408 + }, + "8": { + "Dice": 0.031007751937984496, + "FN": 3000, + "FP": 0, + "IoU": 0.015748031496062992, + "TN": 172184, + "TP": 48, + "n_pred": 48, + "n_ref": 3048 + }, + "9": { + "Dice": 0.48061293161463997, + "FN": 3053, + "FP": 6980, + "IoU": 0.31632027257240203, + "TN": 160557, + "TP": 4642, + "n_pred": 11622, + "n_ref": 7695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2525173416871783, + "FN": 4760, + "FP": 8602, + "IoU": 0.14450348933990653, + "TN": 159613, + "TP": 2257, + "n_pred": 10859, + "n_ref": 7017 + }, + "10": { + "Dice": 0.11600928074245939, + "FN": 3059, + "FP": 2275, + "IoU": 0.06157635467980296, + "TN": 169548, + "TP": 350, + "n_pred": 2625, + "n_ref": 3409 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3942, + "FP": 0, + "IoU": 0.0, + "TN": 171290, + "TP": 0, + "n_pred": 0, + "n_ref": 3942 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2089, + "IoU": 0.0, + "TN": 173143, + "TP": 0, + "n_pred": 2089, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3389, + "IoU": 0.0, + "TN": 171843, + "TP": 0, + "n_pred": 3389, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 35578, + "FP": 5, + "IoU": 0.0, + "TN": 139649, + "TP": 0, + "n_pred": 5, + "n_ref": 35578 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 175150, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 28535, + "IoU": 0.0, + "TN": 146697, + "TP": 0, + "n_pred": 28535, + "n_ref": 0 + }, + "7": { + "Dice": 0.2269172932330827, + "FN": 13247, + "FP": 7317, + "IoU": 0.12797896700873548, + "TN": 151650, + "TP": 3018, + "n_pred": 10335, + "n_ref": 16265 + }, + "8": { + "Dice": 0.9299981607504139, + "FN": 1556, + "FP": 347, + "IoU": 0.8691556655665567, + "TN": 160688, + "TP": 12641, + "n_pred": 12988, + "n_ref": 14197 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.9165904703850453, + "FN": 1908, + "FP": 555, + "IoU": 0.8460240060015004, + "TN": 159236, + "TP": 13533, + "n_pred": 14088, + "n_ref": 15441 + }, + "15": { + "Dice": 0.3776223776223776, + "FN": 534, + "FP": 0, + "IoU": 0.23275862068965517, + "TN": 174536, + "TP": 162, + "n_pred": 162, + "n_ref": 696 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9197522730267492, + "FN": 1439, + "FP": 388, + "IoU": 0.8514271773603318, + "TN": 162935, + "TP": 10470, + "n_pred": 10858, + "n_ref": 11909 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 326, + "IoU": 0.0, + "TN": 174906, + "TP": 0, + "n_pred": 326, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 6201, + "FP": 1300, + "IoU": 0.0, + "TN": 167731, + "TP": 0, + "n_pred": 1300, + "n_ref": 6201 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.027964881311840942, + "FN": 20919, + "FP": 6, + "IoU": 0.014180721756336568, + "TN": 154006, + "TP": 301, + "n_pred": 307, + "n_ref": 21220 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 13784, + "FP": 0, + "IoU": 0.0, + "TN": 161448, + "TP": 0, + "n_pred": 0, + "n_ref": 13784 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6072486736029766, + "FN": 21600, + "FP": 1200, + "IoU": 0.43600653045070004, + "TN": 134806, + "TP": 17626, + "n_pred": 18826, + "n_ref": 39226 + }, + "7": { + "Dice": 0.02385457881759275, + "FN": 29568, + "FP": 4478, + "IoU": 0.01207126690267541, + "TN": 140770, + "TP": 416, + "n_pred": 4894, + "n_ref": 29984 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 716, + "IoU": 0.0, + "TN": 174516, + "TP": 0, + "n_pred": 716, + "n_ref": 0 + }, + "9": { + "Dice": 0.1415586350767397, + "FN": 76, + "FP": 5685, + "IoU": 0.07617062219371391, + "TN": 168996, + "TP": 475, + "n_pred": 6160, + "n_ref": 551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0235.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": 0.0, + "FN": 0, + "FP": 7347, + "IoU": 0.0, + "TN": 343117, + "TP": 0, + "n_pred": 7347, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 7607, + "IoU": 0.0, + "TN": 342857, + "TP": 0, + "n_pred": 7607, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 148, + "IoU": 0.0, + "TN": 350316, + "TP": 0, + "n_pred": 148, + "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": 7659, + "FP": 0, + "IoU": 0.0, + "TN": 342805, + "TP": 0, + "n_pred": 0, + "n_ref": 7659 + }, + "6": { + "Dice": 0.012399540757749712, + "FN": 10, + "FP": 4291, + "IoU": 0.006238447319778189, + "TN": 346136, + "TP": 27, + "n_pred": 4318, + "n_ref": 37 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 16022, + "IoU": 0.0, + "TN": 334442, + "TP": 0, + "n_pred": 16022, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 22904, + "FP": 0, + "IoU": 0.0, + "TN": 327560, + "TP": 0, + "n_pred": 0, + "n_ref": 22904 + }, + "9": { + "Dice": 0.0, + "FN": 3055, + "FP": 5546, + "IoU": 0.0, + "TN": 341863, + "TP": 0, + "n_pred": 5546, + "n_ref": 3055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8917, + "IoU": 0.0, + "TN": 341547, + "TP": 0, + "n_pred": 8917, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 350384, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.4612909404328673, + "FN": 14044, + "FP": 19, + "IoU": 0.2997908783110934, + "TN": 330380, + "TP": 6021, + "n_pred": 6040, + "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": 0.7601589883777483, + "FN": 42828, + "FP": 75, + "IoU": 0.6131100530245644, + "TN": 239572, + "TP": 67989, + "n_pred": 68064, + "n_ref": 110817 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2688, + "IoU": 0.0, + "TN": 347776, + "TP": 0, + "n_pred": 2688, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 66, + "FP": 0, + "IoU": 0.0, + "TN": 350398, + "TP": 0, + "n_pred": 0, + "n_ref": 66 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 350453, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 8, + "IoU": 0.0, + "TN": 350456, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 2461, + "IoU": 0.0, + "TN": 348003, + "TP": 0, + "n_pred": 2461, + "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": 9, + "IoU": 0.0, + "TN": 350455, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 74, + "IoU": 0.0, + "TN": 350390, + "TP": 0, + "n_pred": 74, + "n_ref": 0 + }, + "6": { + "Dice": 0.9245876486382816, + "FN": 200, + "FP": 1766, + "IoU": 0.8597517477528891, + "TN": 336446, + "TP": 12052, + "n_pred": 13818, + "n_ref": 12252 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1132, + "IoU": 0.0, + "TN": 349332, + "TP": 0, + "n_pred": 1132, + "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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7235, + "IoU": 0.0, + "TN": 343229, + "TP": 0, + "n_pred": 7235, + "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": 235, + "IoU": 0.0, + "TN": 350229, + "TP": 0, + "n_pred": 235, + "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": 0.31236897274633124, + "FN": 2030, + "FP": 1906, + "IoU": 0.18509316770186335, + "TN": 345634, + "TP": 894, + "n_pred": 2800, + "n_ref": 2924 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 350375, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1974, + "IoU": 0.0, + "TN": 348490, + "TP": 0, + "n_pred": 1974, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 36533, + "FP": 2324, + "IoU": 0.0, + "TN": 311607, + "TP": 0, + "n_pred": 2324, + "n_ref": 36533 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.36964876217713827, + "FN": 4207, + "FP": 2846, + "IoU": 0.22672952527135182, + "TN": 341343, + "TP": 2068, + "n_pred": 4914, + "n_ref": 6275 + }, + "15": { + "Dice": 0.39885201265729636, + "FN": 3025, + "FP": 13313, + "IoU": 0.24910377792076477, + "TN": 328706, + "TP": 5420, + "n_pred": 18733, + "n_ref": 8445 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.10736308674215302, + "FN": 1118.1333333333334, + "FP": 668.5333333333334, + "IoU": 0.08272108056535997, + "TN": 209348.40701754388, + "TP": 987.8736842105264, + "n_pred": 1656.4070175438596, + "n_ref": 2106.0070175438595 + }, + "mean": { + "1": { + "Dice": 0.24278774547881904, + "FN": 1457.2105263157894, + "FP": 875.421052631579, + "IoU": 0.21229420154078546, + "TN": 205002.84210526315, + "TP": 4787.473684210527, + "n_pred": 5662.894736842105, + "n_ref": 6244.684210526316 + }, + "10": { + "Dice": 0.11749297517529829, + "FN": 497.4736842105263, + "FP": 2855.315789473684, + "IoU": 0.07817668816562603, + "TN": 207886.94736842104, + "TP": 883.2105263157895, + "n_pred": 3738.5263157894738, + "n_ref": 1380.6842105263158 + }, + "11": { + "Dice": 0.0, + "FN": 417.10526315789474, + "FP": 0.0, + "IoU": 0.0, + "TN": 211705.84210526315, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 417.10526315789474 + }, + "12": { + "Dice": 0.0, + "FN": 76.78947368421052, + "FP": 0.0, + "IoU": 0.0, + "TN": 212046.15789473685, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 76.78947368421052 + }, + "13": { + "Dice": 0.04417534468113317, + "FN": 1531.4736842105262, + "FP": 1461.6315789473683, + "IoU": 0.02468310924433077, + "TN": 208900.57894736843, + "TP": 229.26315789473685, + "n_pred": 1690.8947368421052, + "n_ref": 1760.7368421052631 + }, + "14": { + "Dice": 0.0, + "FN": 0.0, + "FP": 23.31578947368421, + "IoU": 0.0, + "TN": 212099.63157894736, + "TP": 0.0, + "n_pred": 23.31578947368421, + "n_ref": 0.0 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 0.3157894736842105, + "IoU": 0.0, + "TN": 212122.63157894736, + "TP": 0.0, + "n_pred": 0.3157894736842105, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.29361970589148767, + "FN": 1021.6315789473684, + "FP": 176.1578947368421, + "IoU": 0.22481432464865958, + "TN": 210053.7894736842, + "TP": 871.3684210526316, + "n_pred": 1047.5263157894738, + "n_ref": 1893.0 + }, + "3": { + "Dice": 0.08697991757222621, + "FN": 2153.684210526316, + "FP": 599.1052631578947, + "IoU": 0.06252417549357078, + "TN": 207685.68421052632, + "TP": 1684.4736842105262, + "n_pred": 2283.5789473684213, + "n_ref": 3838.157894736842 + }, + "4": { + "Dice": 0.0, + "FN": 386.2631578947368, + "FP": 27.526315789473685, + "IoU": 0.0, + "TN": 211709.15789473685, + "TP": 0.0, + "n_pred": 27.526315789473685, + "n_ref": 386.2631578947368 + }, + "5": { + "Dice": 0.0, + "FN": 1907.7368421052631, + "FP": 0.0, + "IoU": 0.0, + "TN": 210215.2105263158, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1907.7368421052631 + }, + "6": { + "Dice": 0.3337650759996859, + "FN": 2203.0526315789475, + "FP": 2716.0526315789475, + "IoU": 0.27721072264467556, + "TN": 202629.68421052632, + "TP": 4574.1578947368425, + "n_pred": 7290.210526315789, + "n_ref": 6777.210526315789 + }, + "7": { + "Dice": 0.10145375525184067, + "FN": 3667.0526315789475, + "FP": 1044.8947368421052, + "IoU": 0.05819184817344974, + "TN": 207111.94736842104, + "TP": 299.05263157894734, + "n_pred": 1343.9473684210527, + "n_ref": 3966.1052631578946 + }, + "8": { + "Dice": 0.18674711942527966, + "FN": 109.57894736842105, + "FP": 124.47368421052632, + "IoU": 0.15647499378493943, + "TN": 210974.05263157896, + "TP": 914.8421052631579, + "n_pred": 1039.3157894736842, + "n_ref": 1024.421052631579 + }, + "9": { + "Dice": 0.20342466165652448, + "FN": 1342.9473684210527, + "FP": 123.78947368421052, + "IoU": 0.14644614478436216, + "TN": 210081.94736842104, + "TP": 574.2631578947369, + "n_pred": 698.0526315789474, + "n_ref": 1917.2105263157894 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8150, + "IoU": 0.0, + "TN": 167082, + "TP": 0, + "n_pred": 8150, + "n_ref": 0 + }, + "10": { + "Dice": 0.2583247225092497, + "FN": 3981, + "FP": 18270, + "IoU": 0.1483196815432902, + "TN": 149106, + "TP": 3875, + "n_pred": 22145, + "n_ref": 7856 + }, + "11": { + "Dice": 0.0, + "FN": 2424, + "FP": 0, + "IoU": 0.0, + "TN": 172808, + "TP": 0, + "n_pred": 0, + "n_ref": 2424 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.06421520772318039, + "FN": 12221, + "FP": 5033, + "IoU": 0.033172699764653146, + "TN": 157386, + "TP": 592, + "n_pred": 5625, + "n_ref": 12813 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.29724065665385957, + "FN": 7842, + "FP": 206, + "IoU": 0.17456410256410257, + "TN": 165482, + "TP": 1702, + "n_pred": 1908, + "n_ref": 9544 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1012, + "IoU": 0.0, + "TN": 174220, + "TP": 0, + "n_pred": 1012, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 6855, + "FP": 523, + "IoU": 0.0, + "TN": 167854, + "TP": 0, + "n_pred": 523, + "n_ref": 6855 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6253694021368493, + "FN": 15381, + "FP": 1099, + "IoU": 0.454936332065487, + "TN": 144997, + "TP": 13755, + "n_pred": 14854, + "n_ref": 29136 + }, + "7": { + "Dice": 0.12796525225526229, + "FN": 1556, + "FP": 3664, + "IoU": 0.06835623772978762, + "TN": 169629, + "TP": 383, + "n_pred": 4047, + "n_ref": 1939 + }, + "8": { + "Dice": 0.38369304556354916, + "FN": 4, + "FP": 253, + "IoU": 0.23738872403560832, + "TN": 174895, + "TP": 80, + "n_pred": 333, + "n_ref": 84 + }, + "9": { + "Dice": 0.13545736900110208, + "FN": 7897, + "FP": 732, + "IoU": 0.07264911337990328, + "TN": 165927, + "TP": 676, + "n_pred": 1408, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4108, + "IoU": 0.0, + "TN": 171124, + "TP": 0, + "n_pred": 4108, + "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": 0.0, + "FN": 3534, + "FP": 0, + "IoU": 0.0, + "TN": 171698, + "TP": 0, + "n_pred": 0, + "n_ref": 3534 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 936, + "FP": 641, + "IoU": 0.0, + "TN": 173655, + "TP": 0, + "n_pred": 641, + "n_ref": 936 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6337614235677764, + "FN": 9065, + "FP": 32, + "IoU": 0.46387317303158887, + "TN": 158264, + "TP": 7871, + "n_pred": 7903, + "n_ref": 16936 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1972, + "IoU": 0.0, + "TN": 173260, + "TP": 0, + "n_pred": 1972, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9213434281534781, + "FN": 6327, + "FP": 1631, + "IoU": 0.8541582670527434, + "TN": 120666, + "TP": 46608, + "n_pred": 48239, + "n_ref": 52935 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 167, + "IoU": 0.0, + "TN": 175065, + "TP": 0, + "n_pred": 167, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 2810, + "FP": 0, + "IoU": 0.0, + "TN": 172422, + "TP": 0, + "n_pred": 0, + "n_ref": 2810 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 980, + "IoU": 0.0, + "TN": 174252, + "TP": 0, + "n_pred": 980, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 951, + "IoU": 0.0, + "TN": 174281, + "TP": 0, + "n_pred": 951, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9066651636902365, + "FN": 9784, + "FP": 1808, + "IoU": 0.82926577803962, + "TN": 107337, + "TP": 56303, + "n_pred": 58111, + "n_ref": 66087 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 443, + "IoU": 0.0, + "TN": 174789, + "TP": 0, + "n_pred": 443, + "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": 167, + "IoU": 0.0, + "TN": 175065, + "TP": 0, + "n_pred": 167, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 175187, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 4603, + "IoU": 0.0, + "TN": 170629, + "TP": 0, + "n_pred": 4603, + "n_ref": 0 + }, + "7": { + "Dice": 0.020112163991491006, + "FN": 40331, + "FP": 205, + "IoU": 0.010158234030084002, + "TN": 134280, + "TP": 416, + "n_pred": 621, + "n_ref": 40747 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 7734, + "IoU": 0.0, + "TN": 167498, + "TP": 0, + "n_pred": 7734, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 356, + "IoU": 0.0, + "TN": 174876, + "TP": 0, + "n_pred": 356, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1336, + "IoU": 0.0, + "TN": 173896, + "TP": 0, + "n_pred": 1336, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 106, + "IoU": 0.0, + "TN": 175126, + "TP": 0, + "n_pred": 106, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 689, + "IoU": 0.0, + "TN": 174543, + "TP": 0, + "n_pred": 689, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 62, + "IoU": 0.0, + "TN": 175170, + "TP": 0, + "n_pred": 62, + "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": 6, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7928490546614968, + "FN": 17523, + "FP": 588, + "IoU": 0.6567936327458783, + "TN": 472926, + "TP": 34659, + "n_pred": 35247, + "n_ref": 52182 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1797, + "IoU": 0.0, + "TN": 523899, + "TP": 0, + "n_pred": 1797, + "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": 33, + "FP": 0, + "IoU": 0.0, + "TN": 525663, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "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": 1620, + "IoU": 0.0, + "TN": 524076, + "TP": 0, + "n_pred": 1620, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 513, + "FP": 5894, + "IoU": 0.0, + "TN": 519289, + "TP": 0, + "n_pred": 5894, + "n_ref": 513 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 15308, + "IoU": 0.0, + "TN": 510388, + "TP": 0, + "n_pred": 15308, + "n_ref": 0 + }, + "7": { + "Dice": 0.23289932147441775, + "FN": 26831, + "FP": 2450, + "IoU": 0.13179742631797425, + "TN": 491970, + "TP": 4445, + "n_pred": 6895, + "n_ref": 31276 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 525673, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0281.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": 0.0, + "FN": 0, + "FP": 484, + "IoU": 0.0, + "TN": 349980, + "TP": 0, + "n_pred": 484, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 7588, + "IoU": 0.0, + "TN": 342876, + "TP": 0, + "n_pred": 7588, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 36247, + "FP": 0, + "IoU": 0.0, + "TN": 314217, + "TP": 0, + "n_pred": 0, + "n_ref": 36247 + }, + "6": { + "Dice": 0.025304224416462844, + "FN": 5393, + "FP": 26886, + "IoU": 0.012814239403021592, + "TN": 317766, + "TP": 419, + "n_pred": 27305, + "n_ref": 5812 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 171, + "IoU": 0.0, + "TN": 350292, + "TP": 0, + "n_pred": 171, + "n_ref": 1 + }, + "8": { + "Dice": 0.9235367904134084, + "FN": 2078, + "FP": 787, + "IoU": 0.8579362324589677, + "TN": 330297, + "TP": 17302, + "n_pred": 18089, + "n_ref": 19380 + }, + "9": { + "Dice": 0.0, + "FN": 5552, + "FP": 1166, + "IoU": 0.0, + "TN": 343746, + "TP": 0, + "n_pred": 1166, + "n_ref": 5552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1768, + "IoU": 0.0, + "TN": 173464, + "TP": 0, + "n_pred": 1768, + "n_ref": 0 + }, + "10": { + "Dice": 0.6122126861990727, + "FN": 748, + "FP": 14976, + "IoU": 0.44114301961899344, + "TN": 147096, + "TP": 12412, + "n_pred": 27388, + "n_ref": 13160 + }, + "11": { + "Dice": 0.0, + "FN": 1967, + "FP": 0, + "IoU": 0.0, + "TN": 173265, + "TP": 0, + "n_pred": 0, + "n_ref": 1967 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.24501220504475182, + "FN": 15941, + "FP": 7256, + "IoU": 0.13960906494566225, + "TN": 148271, + "TP": 3764, + "n_pred": 11020, + "n_ref": 19705 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.83071615512729, + "FN": 2504, + "FP": 342, + "IoU": 0.7104486722962662, + "TN": 165403, + "TP": 6983, + "n_pred": 7325, + "n_ref": 9487 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 410, + "IoU": 0.0, + "TN": 174822, + "TP": 0, + "n_pred": 410, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 484, + "FP": 0, + "IoU": 0.0, + "TN": 174748, + "TP": 0, + "n_pred": 0, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7643384772910115, + "FN": 14757, + "FP": 1354, + "IoU": 0.6185662199914769, + "TN": 132994, + "TP": 26127, + "n_pred": 27481, + "n_ref": 40884 + }, + "7": { + "Dice": 0.32919954904171367, + "FN": 955, + "FP": 830, + "IoU": 0.1970310391363023, + "TN": 173009, + "TP": 438, + "n_pred": 1268, + "n_ref": 1393 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 78, + "IoU": 0.0, + "TN": 175154, + "TP": 0, + "n_pred": 78, + "n_ref": 0 + }, + "9": { + "Dice": 0.6782412776249959, + "FN": 9257, + "FP": 454, + "IoU": 0.5131354657575453, + "TN": 155286, + "TP": 10235, + "n_pred": 10689, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 380, + "FP": 0, + "IoU": 0.0, + "TN": 174852, + "TP": 0, + "n_pred": 0, + "n_ref": 380 + }, + "10": { + "Dice": 0.06940639269406393, + "FN": 4723, + "FP": 8524, + "IoU": 0.03595080416272469, + "TN": 161491, + "TP": 494, + "n_pred": 9018, + "n_ref": 5217 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1426, + "FP": 0, + "IoU": 0.0, + "TN": 173806, + "TP": 0, + "n_pred": 0, + "n_ref": 1426 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 6835, + "IoU": 0.0, + "TN": 168397, + "TP": 0, + "n_pred": 6835, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.6088594230055835, + "FN": 40407, + "FP": 714, + "IoU": 0.4376692284549955, + "TN": 102106, + "TP": 32005, + "n_pred": 32719, + "n_ref": 72412 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 724, + "IoU": 0.0, + "TN": 174508, + "TP": 0, + "n_pred": 724, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 12532, + "IoU": 0.0, + "TN": 162700, + "TP": 0, + "n_pred": 12532, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 1183.176179337232, + "FP": 603.6741520467837, + "IoU": NaN, + "TN": 223504.2953606238, + "TP": 973.331500974659, + "n_pred": 1577.0056530214424, + "n_ref": 2156.507680311891 + }, + "mean": { + "1": { + "Dice": 0.164364761884264, + "FN": 1784.9111111111113, + "FP": 498.94210526315794, + "IoU": 0.12753083023814443, + "TN": 222761.6526315789, + "TP": 1218.9713450292397, + "n_pred": 1717.9134502923976, + "n_ref": 3003.882456140351 + }, + "10": { + "Dice": 0.19104902012561478, + "FN": 1071.7719298245615, + "FP": 1159.908187134503, + "IoU": 0.13299379691610108, + "TN": 223150.61403508772, + "TP": 882.1830409356726, + "n_pred": 2042.0912280701755, + "n_ref": 1953.954970760234 + }, + "11": { + "Dice": NaN, + "FN": 113.02222222222221, + "FP": 0.0, + "IoU": NaN, + "TN": 226151.4549707602, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 113.02222222222221 + }, + "12": { + "Dice": NaN, + "FN": 128.1280701754386, + "FP": 0.0, + "IoU": NaN, + "TN": 226136.349122807, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 128.1280701754386 + }, + "13": { + "Dice": 0.0649101037480285, + "FN": 1162.0502923976608, + "FP": 620.2538011695906, + "IoU": 0.0405053739224905, + "TN": 224281.96900584796, + "TP": 200.20409356725145, + "n_pred": 820.4578947368421, + "n_ref": 1362.2543859649124 + }, + "14": { + "Dice": NaN, + "FN": 1036.2801169590643, + "FP": 548.6912280701754, + "IoU": NaN, + "TN": 222949.82339181285, + "TP": 1729.6824561403512, + "n_pred": 2278.3736842105263, + "n_ref": 2765.962573099415 + }, + "15": { + "Dice": NaN, + "FN": 561.6824561403508, + "FP": 357.5175438596491, + "IoU": NaN, + "TN": 224872.8339181287, + "TP": 472.4432748538011, + "n_pred": 829.9608187134503, + "n_ref": 1034.125730994152 + }, + "2": { + "Dice": 0.2446618196739739, + "FN": 980.2970760233918, + "FP": 396.53976608187133, + "IoU": 0.18921703762349992, + "TN": 223982.0912280702, + "TP": 905.5491228070174, + "n_pred": 1302.088888888889, + "n_ref": 1885.8461988304093 + }, + "3": { + "Dice": 0.126130400197973, + "FN": 1534.1812865497077, + "FP": 411.787134502924, + "IoU": 0.10757636099096968, + "TN": 223881.5210526316, + "TP": 436.9877192982456, + "n_pred": 848.7748538011696, + "n_ref": 1971.1690058479533 + }, + "4": { + "Dice": 0.0002178459393516905, + "FN": 393.4818713450293, + "FP": 84.53040935672514, + "IoU": 0.00010916077198497949, + "TN": 225786.20175438598, + "TP": 0.26315789473684215, + "n_pred": 84.793567251462, + "n_ref": 393.7450292397661 + }, + "5": { + "Dice": NaN, + "FN": 551.7245614035088, + "FP": 40.08830409356725, + "IoU": NaN, + "TN": 225662.73099415205, + "TP": 9.933333333333334, + "n_pred": 50.02163742690058, + "n_ref": 561.6578947368421 + }, + "6": { + "Dice": 0.41961817490870745, + "FN": 2054.531578947369, + "FP": 2765.482456140351, + "IoU": 0.36252118027489816, + "TN": 214199.5052631579, + "TP": 7244.957894736841, + "n_pred": 10010.440350877192, + "n_ref": 9299.48947368421 + }, + "7": { + "Dice": 0.06412830181640528, + "FN": 4431.704093567251, + "FP": 1675.269590643275, + "IoU": 0.03820086504439194, + "TN": 219649.2964912281, + "TP": 508.20701754385965, + "n_pred": 2183.476608187135, + "n_ref": 4939.911111111111 + }, + "8": { + "Dice": 0.3389236225596149, + "FN": 1363.7549707602338, + "FP": 146.25672514619882, + "IoU": 0.27923682790184834, + "TN": 224059.70994152044, + "TP": 694.7555555555556, + "n_pred": 841.0122807017544, + "n_ref": 2058.5105263157893 + }, + "9": { + "Dice": 0.13579807489738882, + "FN": 580.121052631579, + "FP": 349.84502923976606, + "IoU": 0.09281645957640032, + "TN": 225038.67660818715, + "TP": 295.83450292397663, + "n_pred": 645.6795321637427, + "n_ref": 875.9555555555556 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_005/summary.json b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_005/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7cef4fbb1f4dbdaf5ee582012015b8459d5c29ff --- /dev/null +++ b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_005/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.3652457478384334, + "FN": 71039.52266666667, + "FP": 49285.924000000006, + "IoU": 0.27013476424608895, + "TN": 96221084.38533334, + "TP": 115551.008, + "n_pred": 164836.932, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.6253972014173932, + "FN": 83036.0, + "FP": 36838.12, + "IoU": 0.48566266186101187, + "TN": 96225834.58, + "TP": 111252.14, + "n_pred": 148090.26, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.45817899162334413, + "FN": 37544.68, + "FP": 42364.78, + "IoU": 0.31339581894265744, + "TN": 96340373.5, + "TP": 36677.88, + "n_pred": 79042.66, + "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": 0.15214533424516183, + "FN": 51767.56, + "FP": 8840.7, + "IoU": 0.08895254693746342, + "TN": 96390262.0, + "TP": 6090.58, + "n_pred": 14931.28, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6013569220276691, + "FN": 63649.8, + "FP": 37464.56, + "IoU": 0.46819937877565654, + "TN": 96281138.14, + "TP": 74708.34, + "n_pred": 112172.9, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.37606564664063885, + "FN": 42280.76, + "FP": 3283.78, + "IoU": 0.26382911777149437, + "TN": 96399630.02, + "TP": 11766.28, + "n_pred": 15050.06, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.492489571281873, + "FN": 81049.76, + "FP": 53333.52, + "IoU": 0.3502708547066505, + "TN": 96246785.62, + "TP": 75791.94, + "n_pred": 129125.46, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.4037537349497111, + "FN": 91590.02, + "FP": 43870.98, + "IoU": 0.2947489633752203, + "TN": 96249687.28, + "TP": 71812.56, + "n_pred": 115683.54, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.035110496656129656, + "FN": 26179.18, + "FP": 208.22, + "IoU": 0.02049502126105094, + "TN": 96430175.12, + "TP": 398.32, + "n_pred": 606.54, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.12194961599603824, + "FN": 15838.92, + "FP": 446.78, + "IoU": 0.07601604884596616, + "TN": 96439361.9, + "TP": 1313.24, + "n_pred": 1760.02, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.7993844079412944, + "FN": 218500.4, + "FP": 379618.26, + "IoU": 0.6764774851541, + "TN": 94718118.96, + "TP": 1140723.22, + "n_pred": 1520341.48, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.3805331342033063, + "FN": 232223.3, + "FP": 110562.56, + "IoU": 0.24820332450564056, + "TN": 96007473.62, + "TP": 106701.36, + "n_pred": 217263.92, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.7144079411330335, + "FN": 52255.78, + "FP": 18613.26, + "IoU": 0.5649965272325082, + "TN": 96305978.4, + "TP": 80113.4, + "n_pred": 98726.66, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.31791321946090717, + "FN": 61739.64, + "FP": 3843.34, + "IoU": 0.20077371432191446, + "TN": 96375462.0, + "TP": 15915.86, + "n_pred": 19759.2, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.5856201715721124, + "FN": 24732, + "FP": 71441, + "IoU": 0.41404731586354804, + "TN": 119429189, + "TP": 67958, + "n_pred": 139399, + "n_ref": 92690 + }, + "10": { + "Dice": 0.5658697260254854, + "FN": 34791, + "FP": 27419, + "IoU": 0.3945734472623937, + "TN": 119490566, + "TP": 40544, + "n_pred": 67963, + "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": 0.10897271636074285, + "FN": 48717, + "FP": 17350, + "IoU": 0.057626199951502706, + "TN": 119523213, + "TP": 4040, + "n_pred": 21390, + "n_ref": 52757 + }, + "14": { + "Dice": 0.30206011260854576, + "FN": 201482, + "FP": 11107, + "IoU": 0.17789800148496474, + "TN": 119334728, + "TP": 46003, + "n_pred": 57110, + "n_ref": 247485 + }, + "15": { + "Dice": 0.17257436092369097, + "FN": 27415, + "FP": 24827, + "IoU": 0.09443577743109724, + "TN": 119535630, + "TP": 5448, + "n_pred": 30275, + "n_ref": 32863 + }, + "2": { + "Dice": 0.8359650654446381, + "FN": 13924, + "FP": 35867, + "IoU": 0.718161492089548, + "TN": 119416655, + "TP": 126874, + "n_pred": 162741, + "n_ref": 140798 + }, + "3": { + "Dice": 0.8199360308045834, + "FN": 38356, + "FP": 19630, + "IoU": 0.6948233758578586, + "TN": 119403312, + "TP": 132022, + "n_pred": 151652, + "n_ref": 170378 + }, + "4": { + "Dice": 0.007384994102261655, + "FN": 77416, + "FP": 4, + "IoU": 0.003706182117671282, + "TN": 119515612, + "TP": 288, + "n_pred": 292, + "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": 0.8115082187795142, + "FN": 297782, + "FP": 112948, + "IoU": 0.6828050741303069, + "TN": 118298438, + "TP": 884152, + "n_pred": 997100, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 209198, + "IoU": 0.0, + "TN": 119384122, + "TP": 0, + "n_pred": 209198, + "n_ref": 0 + }, + "8": { + "Dice": 0.6608968834880499, + "FN": 135038, + "FP": 20395, + "IoU": 0.49353696167142935, + "TN": 119286421, + "TP": 151466, + "n_pred": 171861, + "n_ref": 286504 + }, + "9": { + "Dice": 0.4051335767239889, + "FN": 56615, + "FP": 1880, + "IoU": 0.2540235162088403, + "TN": 119514906, + "TP": 19919, + "n_pred": 21799, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8379676937860523, + "FN": 37265, + "FP": 21246, + "IoU": 0.7211225447907382, + "TN": 72615851, + "TP": 151298, + "n_pred": 172544, + "n_ref": 188563 + }, + "10": { + "Dice": 0.4348312903112936, + "FN": 31169, + "FP": 65745, + "IoU": 0.2778175206414498, + "TN": 72691464, + "TP": 37282, + "n_pred": 103027, + "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": 0.26727019046691974, + "FN": 41946, + "FP": 3218, + "IoU": 0.15424804778936724, + "TN": 72772259, + "TP": 8237, + "n_pred": 11455, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7274982090073385, + "FN": 16466, + "FP": 28799, + "IoU": 0.5717070216772167, + "TN": 72719973, + "TP": 60422, + "n_pred": 89221, + "n_ref": 76888 + }, + "15": { + "Dice": 0.5170103450669999, + "FN": 27588, + "FP": 238, + "IoU": 0.34862707460380626, + "TN": 72782941, + "TP": 14893, + "n_pred": 15131, + "n_ref": 42481 + }, + "2": { + "Dice": 0.5930107749403308, + "FN": 28385, + "FP": 119114, + "IoU": 0.4214749938224877, + "TN": 72570703, + "TP": 107458, + "n_pred": 226572, + "n_ref": 135843 + }, + "3": { + "Dice": 0.048814431832636236, + "FN": 123885, + "FP": 3240, + "IoU": 0.02501783153228466, + "TN": 72695273, + "TP": 3262, + "n_pred": 6502, + "n_ref": 127147 + }, + "4": { + "Dice": 0.13215310673904776, + "FN": 25099, + "FP": 0, + "IoU": 0.07075157349129951, + "TN": 72798650, + "TP": 1911, + "n_pred": 1911, + "n_ref": 27010 + }, + "5": { + "Dice": 0.23868312757201646, + "FN": 7450, + "FP": 135, + "IoU": 0.13551401869158877, + "TN": 72816886, + "TP": 1189, + "n_pred": 1324, + "n_ref": 8639 + }, + "6": { + "Dice": 0.8768572835466364, + "FN": 150921, + "FP": 145924, + "IoU": 0.7807175977738232, + "TN": 71471949, + "TP": 1056866, + "n_pred": 1202790, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.5392159247350012, + "FN": 128036, + "FP": 61408, + "IoU": 0.3691277402768666, + "TN": 72525371, + "TP": 110845, + "n_pred": 172253, + "n_ref": 238881 + }, + "8": { + "Dice": 0.8209036791255977, + "FN": 16135, + "FP": 2217, + "IoU": 0.6962142656138782, + "TN": 72765249, + "TP": 42059, + "n_pred": 44276, + "n_ref": 58194 + }, + "9": { + "Dice": 0.4190372402389989, + "FN": 55683, + "FP": 6157, + "IoU": 0.26505193601293053, + "TN": 72741518, + "TP": 22302, + "n_pred": 28459, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6530083962436981, + "FN": 122809, + "FP": 23034, + "IoU": 0.48479024993376313, + "TN": 71526413, + "TP": 137232, + "n_pred": 160266, + "n_ref": 260041 + }, + "10": { + "Dice": 0.6826912910161068, + "FN": 35608, + "FP": 18410, + "IoU": 0.5182470034246576, + "TN": 71697360, + "TP": 58110, + "n_pred": 76520, + "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": 0.20610349402919062, + "FN": 55979, + "FP": 5051, + "IoU": 0.11489151873767259, + "TN": 71740536, + "TP": 7922, + "n_pred": 12973, + "n_ref": 63901 + }, + "14": { + "Dice": 0.6199158485273493, + "FN": 287469, + "FP": 333, + "IoU": 0.4491869918699187, + "TN": 71286984, + "TP": 234702, + "n_pred": 235035, + "n_ref": 522171 + }, + "15": { + "Dice": 0.0, + "FN": 180663, + "FP": 205, + "IoU": 0.0, + "TN": 71628620, + "TP": 0, + "n_pred": 205, + "n_ref": 180663 + }, + "2": { + "Dice": 0.5857919404316722, + "FN": 40510, + "FP": 109908, + "IoU": 0.4142190651992741, + "TN": 71552706, + "TP": 106364, + "n_pred": 216272, + "n_ref": 146874 + }, + "3": { + "Dice": 0.25413612565445026, + "FN": 155871, + "FP": 15081, + "IoU": 0.14556468541954057, + "TN": 71609412, + "TP": 29124, + "n_pred": 44205, + "n_ref": 184995 + }, + "4": { + "Dice": 0.0, + "FN": 13975, + "FP": 0, + "IoU": 0.0, + "TN": 71795513, + "TP": 0, + "n_pred": 0, + "n_ref": 13975 + }, + "5": { + "Dice": 0.023504681826867952, + "FN": 10220, + "FP": 0, + "IoU": 0.011892100937832351, + "TN": 71799145, + "TP": 123, + "n_pred": 123, + "n_ref": 10343 + }, + "6": { + "Dice": 0.8456117003317537, + "FN": 89841, + "FP": 333134, + "IoU": 0.7325192923167791, + "TN": 70228159, + "TP": 1158354, + "n_pred": 1491488, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7101070682837975, + "FN": 75302, + "FP": 55202, + "IoU": 0.5505162876883124, + "TN": 71519146, + "TP": 159838, + "n_pred": 215040, + "n_ref": 235140 + }, + "8": { + "Dice": 0.7710268220934063, + "FN": 14530, + "FP": 25089, + "IoU": 0.6273748165983221, + "TN": 71703164, + "TP": 66705, + "n_pred": 91794, + "n_ref": 81235 + }, + "9": { + "Dice": 0.33423791379987755, + "FN": 69866, + "FP": 2997, + "IoU": 0.20065165161870702, + "TN": 71718335, + "TP": 18290, + "n_pred": 21287, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9042196457896963, + "FN": 30292, + "FP": 8668, + "IoU": 0.8251832972871104, + "TN": 135222648, + "TP": 183902, + "n_pred": 192570, + "n_ref": 214194 + }, + "10": { + "Dice": 0.5872642861236889, + "FN": 44151, + "FP": 13457, + "IoU": 0.4156929568321973, + "TN": 135346918, + "TP": 40984, + "n_pred": 54441, + "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": 0.08139462488326242, + "FN": 38612, + "FP": 5651, + "IoU": 0.04242384908272759, + "TN": 135399286, + "TP": 1961, + "n_pred": 7612, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8176315674115437, + "FN": 21777, + "FP": 32306, + "IoU": 0.6915201259404179, + "TN": 135270189, + "TP": 121238, + "n_pred": 153544, + "n_ref": 143015 + }, + "15": { + "Dice": 0.404987581732475, + "FN": 35319, + "FP": 11637, + "IoU": 0.2539087326808186, + "TN": 135382574, + "TP": 15980, + "n_pred": 27617, + "n_ref": 51299 + }, + "2": { + "Dice": 0.6422410225880255, + "FN": 89254, + "FP": 44755, + "IoU": 0.4730154860122535, + "TN": 135191216, + "TP": 120285, + "n_pred": 165040, + "n_ref": 209539 + }, + "3": { + "Dice": 0.6167244053399817, + "FN": 120497, + "FP": 11712, + "IoU": 0.44584348030195703, + "TN": 135206933, + "TP": 106368, + "n_pred": 118080, + "n_ref": 226865 + }, + "4": { + "Dice": 0.0, + "FN": 36841, + "FP": 0, + "IoU": 0.0, + "TN": 135408669, + "TP": 0, + "n_pred": 0, + "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": 0.8841866080127466, + "FN": 288375, + "FP": 71567, + "IoU": 0.7924144076080845, + "TN": 133711565, + "TP": 1374003, + "n_pred": 1445570, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.3304494118620461, + "FN": 139062, + "FP": 103707, + "IoU": 0.19792716327966778, + "TN": 135142833, + "TP": 59908, + "n_pred": 163615, + "n_ref": 198970 + }, + "8": { + "Dice": 0.4755733947644372, + "FN": 188266, + "FP": 35285, + "IoU": 0.3119687055651649, + "TN": 135120596, + "TP": 101363, + "n_pred": 136648, + "n_ref": 289629 + }, + "9": { + "Dice": 0.07574437253385291, + "FN": 94166, + "FP": 231, + "IoU": 0.03936294713275327, + "TN": 135347245, + "TP": 3868, + "n_pred": 4099, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5137365051050972, + "FN": 159733, + "FP": 22910, + "IoU": 0.3456564107708402, + "TN": 105474881, + "TP": 96481, + "n_pred": 119391, + "n_ref": 256214 + }, + "10": { + "Dice": 0.18994715025285094, + "FN": 44653, + "FP": 90382, + "IoU": 0.1049401128145983, + "TN": 105603138, + "TP": 15832, + "n_pred": 106214, + "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": 0.16490839465385193, + "FN": 72117, + "FP": 16857, + "IoU": 0.08986384885279104, + "TN": 105656246, + "TP": 8785, + "n_pred": 25642, + "n_ref": 80902 + }, + "14": { + "Dice": 0.8309405474160267, + "FN": 55794, + "FP": 1624, + "IoU": 0.7107769802291902, + "TN": 105555480, + "TP": 141107, + "n_pred": 142731, + "n_ref": 196901 + }, + "15": { + "Dice": 0.6801346801346801, + "FN": 12479, + "FP": 2056, + "IoU": 0.5153061224489796, + "TN": 105724017, + "TP": 15453, + "n_pred": 17509, + "n_ref": 27932 + }, + "2": { + "Dice": 0.5314339612793546, + "FN": 81617, + "FP": 44066, + "IoU": 0.36187270253254533, + "TN": 105557049, + "TP": 71273, + "n_pred": 115339, + "n_ref": 152890 + }, + "3": { + "Dice": 0.6472600278429191, + "FN": 49879, + "FP": 82638, + "IoU": 0.47848074365008775, + "TN": 105499907, + "TP": 121581, + "n_pred": 204219, + "n_ref": 171460 + }, + "4": { + "Dice": 0.002712455498776973, + "FN": 40798, + "FP": 381, + "IoU": 0.0013580696010670546, + "TN": 105712770, + "TP": 56, + "n_pred": 437, + "n_ref": 40854 + }, + "5": { + "Dice": 0.0, + "FN": 12365, + "FP": 322, + "IoU": 0.0, + "TN": 105741318, + "TP": 0, + "n_pred": 322, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8075564532804724, + "FN": 204856, + "FP": 429864, + "IoU": 0.6772282474102032, + "TN": 103787538, + "TP": 1331747, + "n_pred": 1761611, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.5133081371278997, + "FN": 114638, + "FP": 176906, + "IoU": 0.34526868004527406, + "TN": 105308717, + "TP": 153744, + "n_pred": 330650, + "n_ref": 268382 + }, + "8": { + "Dice": 0.7948579849787821, + "FN": 21518, + "FP": 13143, + "IoU": 0.6595554507862608, + "TN": 105652194, + "TP": 67150, + "n_pred": 80293, + "n_ref": 88668 + }, + "9": { + "Dice": 0.5555894491297326, + "FN": 43844, + "FP": 5690, + "IoU": 0.3846478750760898, + "TN": 105673508, + "TP": 30963, + "n_pred": 36653, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7840417736909487, + "FN": 58508, + "FP": 48774, + "IoU": 0.6447933462902323, + "TN": 96835853, + "TP": 194745, + "n_pred": 243519, + "n_ref": 253253 + }, + "10": { + "Dice": 0.6572853024891677, + "FN": 21936, + "FP": 72583, + "IoU": 0.48951970489908564, + "TN": 96952723, + "TP": 90638, + "n_pred": 163221, + "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": 0.4907075452260271, + "FN": 32035, + "FP": 5042, + "IoU": 0.3251242286900016, + "TN": 97082941, + "TP": 17862, + "n_pred": 22904, + "n_ref": 49897 + }, + "14": { + "Dice": 0.6876814092641905, + "FN": 123851, + "FP": 3872, + "IoU": 0.5240201686685027, + "TN": 96869543, + "TP": 140614, + "n_pred": 144486, + "n_ref": 264465 + }, + "15": { + "Dice": 0.07372331305874189, + "FN": 21469, + "FP": 1222, + "IoU": 0.038272442146308386, + "TN": 97114286, + "TP": 903, + "n_pred": 2125, + "n_ref": 22372 + }, + "2": { + "Dice": 0.19956362408987896, + "FN": 121448, + "FP": 11354, + "IoU": 0.11084180855266242, + "TN": 96988523, + "TP": 16555, + "n_pred": 27909, + "n_ref": 138003 + }, + "3": { + "Dice": 0.6380830830350546, + "FN": 25475, + "FP": 125385, + "IoU": 0.46851836194019336, + "TN": 96854032, + "TP": 132988, + "n_pred": 258373, + "n_ref": 158463 + }, + "4": { + "Dice": 0.0, + "FN": 27496, + "FP": 0, + "IoU": 0.0, + "TN": 97110384, + "TP": 0, + "n_pred": 0, + "n_ref": 27496 + }, + "5": { + "Dice": 0.008258958305581458, + "FN": 14571, + "FP": 319, + "IoU": 0.004146602461209203, + "TN": 97122928, + "TP": 62, + "n_pred": 381, + "n_ref": 14633 + }, + "6": { + "Dice": 0.827540822899777, + "FN": 159815, + "FP": 398916, + "IoU": 0.7058163209967677, + "TN": 95238621, + "TP": 1340528, + "n_pred": 1739444, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.6309006105155596, + "FN": 120271, + "FP": 36494, + "IoU": 0.4608143246292271, + "TN": 96847136, + "TP": 133979, + "n_pred": 170473, + "n_ref": 254250 + }, + "8": { + "Dice": 0.8380860393687098, + "FN": 19593, + "FP": 22316, + "IoU": 0.7212978480036177, + "TN": 96987508, + "TP": 108463, + "n_pred": 130779, + "n_ref": 128056 + }, + "9": { + "Dice": 0.44693452236708187, + "FN": 45526, + "FP": 11531, + "IoU": 0.287775711200709, + "TN": 97057769, + "TP": 23054, + "n_pred": 34585, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7963259390921898, + "FN": 15807, + "FP": 64863, + "IoU": 0.6615793801285386, + "TN": 130528420, + "TP": 157702, + "n_pred": 222565, + "n_ref": 173509 + }, + "10": { + "Dice": 0.4676952460532991, + "FN": 45904, + "FP": 25444, + "IoU": 0.30522338643711294, + "TN": 130664100, + "TP": 31344, + "n_pred": 56788, + "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": 0.0006391721199208644, + "FN": 61346, + "FP": 4322, + "IoU": 0.0003196882278615902, + "TN": 130701103, + "TP": 21, + "n_pred": 4343, + "n_ref": 61367 + }, + "14": { + "Dice": 0.8326614056156002, + "FN": 42941, + "FP": 3879, + "IoU": 0.7132989602341616, + "TN": 130603486, + "TP": 116486, + "n_pred": 120365, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8183314932109168, + "FN": 7666, + "FP": 1713, + "IoU": 0.6925220470117693, + "TN": 130736289, + "TP": 21124, + "n_pred": 22837, + "n_ref": 28790 + }, + "2": { + "Dice": 0.6449579895956823, + "FN": 60515, + "FP": 55986, + "IoU": 0.4759689992218319, + "TN": 130544475, + "TP": 105816, + "n_pred": 161802, + "n_ref": 166331 + }, + "3": { + "Dice": 0.16382267593923275, + "FN": 151175, + "FP": 684, + "IoU": 0.0892194200377845, + "TN": 130600057, + "TP": 14876, + "n_pred": 15560, + "n_ref": 166051 + }, + "4": { + "Dice": 0.0, + "FN": 29936, + "FP": 0, + "IoU": 0.0, + "TN": 130736856, + "TP": 0, + "n_pred": 0, + "n_ref": 29936 + }, + "5": { + "Dice": 0.26230860158891606, + "FN": 26538, + "FP": 297, + "IoU": 0.15095235081946465, + "TN": 130735186, + "TP": 4771, + "n_pred": 5068, + "n_ref": 31309 + }, + "6": { + "Dice": 0.8125825048842892, + "FN": 236800, + "FP": 270759, + "IoU": 0.6843275496838667, + "TN": 129158926, + "TP": 1100307, + "n_pred": 1371066, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.34777082502395584, + "FN": 340485, + "FP": 53616, + "IoU": 0.21048582744521394, + "TN": 130267623, + "TP": 105068, + "n_pred": 158684, + "n_ref": 445553 + }, + "8": { + "Dice": 0.7005533746866042, + "FN": 89949, + "FP": 29965, + "IoU": 0.5391166986313479, + "TN": 130506609, + "TP": 140269, + "n_pred": 170234, + "n_ref": 230218 + }, + "9": { + "Dice": 0.06830745929572132, + "FN": 98421, + "FP": 3, + "IoU": 0.03536145522973185, + "TN": 130664760, + "TP": 3608, + "n_pred": 3611, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.568269063936844, + "FN": 96037, + "FP": 63213, + "IoU": 0.39691051553263124, + "TN": 71971951, + "TP": 104807, + "n_pred": 168020, + "n_ref": 200844 + }, + "10": { + "Dice": 0.2349586885822273, + "FN": 41278, + "FP": 97984, + "IoU": 0.13311795427241094, + "TN": 72075361, + "TP": 21385, + "n_pred": 119369, + "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": 0.17478037451334583, + "FN": 62649, + "FP": 10902, + "IoU": 0.09575854438160807, + "TN": 72154668, + "TP": 7789, + "n_pred": 18691, + "n_ref": 70438 + }, + "14": { + "Dice": 0.17780566731878975, + "FN": 37718, + "FP": 296393, + "IoU": 0.09757777429653358, + "TN": 71865770, + "TP": 36127, + "n_pred": 332520, + "n_ref": 73845 + }, + "15": { + "Dice": 0.6596483658720742, + "FN": 13027, + "FP": 2750, + "IoU": 0.4921457542007339, + "TN": 72204942, + "TP": 15289, + "n_pred": 18039, + "n_ref": 28316 + }, + "2": { + "Dice": 0.03912805998311734, + "FN": 124537, + "FP": 10920, + "IoU": 0.019954418840212713, + "TN": 72097793, + "TP": 2758, + "n_pred": 13678, + "n_ref": 127295 + }, + "3": { + "Dice": 0.6407889852529275, + "FN": 54315, + "FP": 73419, + "IoU": 0.47144187201291043, + "TN": 71994343, + "TP": 113931, + "n_pred": 187350, + "n_ref": 168246 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 72236008, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5892959593475945, + "FN": 4632, + "FP": 379, + "IoU": 0.4177318150127818, + "TN": 72227402, + "TP": 3595, + "n_pred": 3974, + "n_ref": 8227 + }, + "6": { + "Dice": 0.5985030524413791, + "FN": 208398, + "FP": 1540334, + "IoU": 0.4270455625921692, + "TN": 69183877, + "TP": 1303399, + "n_pred": 2843733, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.2746177532770052, + "FN": 225731, + "FP": 374031, + "IoU": 0.15916342816125795, + "TN": 71522716, + "TP": 113530, + "n_pred": 487561, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8234718163468201, + "FN": 12912, + "FP": 10526, + "IoU": 0.699916778695346, + "TN": 72157903, + "TP": 54667, + "n_pred": 65193, + "n_ref": 67579 + }, + "9": { + "Dice": 0.0650694255377076, + "FN": 47708, + "FP": 7236, + "IoU": 0.03362881665963135, + "TN": 72179152, + "TP": 1912, + "n_pred": 9148, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.25647114921626285, + "FN": 61561, + "FP": 97488, + "IoU": 0.1470988845988846, + "TN": 52366640, + "TP": 27431, + "n_pred": 124919, + "n_ref": 88992 + }, + "10": { + "Dice": 0.007791228584593474, + "FN": 46998, + "FP": 376, + "IoU": 0.0039108494533221195, + "TN": 52505560, + "TP": 186, + "n_pred": 562, + "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": 0.0002775336509551783, + "FN": 21612, + "FP": 1, + "IoU": 0.0001387860843819393, + "TN": 52531504, + "TP": 3, + "n_pred": 4, + "n_ref": 21615 + }, + "14": { + "Dice": 0.18936989261835618, + "FN": 48827, + "FP": 11188, + "IoU": 0.10458784035807535, + "TN": 52486095, + "TP": 7010, + "n_pred": 18198, + "n_ref": 55837 + }, + "15": { + "Dice": 0.011254525421060917, + "FN": 25126, + "FP": 0, + "IoU": 0.005659107997942142, + "TN": 52527851, + "TP": 143, + "n_pred": 143, + "n_ref": 25269 + }, + "2": { + "Dice": 0.24391389766806185, + "FN": 112232, + "FP": 29392, + "IoU": 0.13889632025682808, + "TN": 52388652, + "TP": 22844, + "n_pred": 52236, + "n_ref": 135076 + }, + "3": { + "Dice": 0.0, + "FN": 143093, + "FP": 0, + "IoU": 0.0, + "TN": 52410027, + "TP": 0, + "n_pred": 0, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 10, + "IoU": 0.0, + "TN": 52551230, + "TP": 0, + "n_pred": 10, + "n_ref": 1880 + }, + "5": { + "Dice": 0.11831660925565374, + "FN": 5887, + "FP": 0, + "IoU": 0.06287806431072906, + "TN": 52546838, + "TP": 395, + "n_pred": 395, + "n_ref": 6282 + }, + "6": { + "Dice": 0.790876551218393, + "FN": 174811, + "FP": 141442, + "IoU": 0.6540908225833619, + "TN": 51638854, + "TP": 598013, + "n_pred": 739455, + "n_ref": 772824 + }, + "7": { + "Dice": 0.13872619102522712, + "FN": 178024, + "FP": 8726, + "IoU": 0.07453293027404728, + "TN": 52351330, + "TP": 15040, + "n_pred": 23766, + "n_ref": 193064 + }, + "8": { + "Dice": 0.6344361794368639, + "FN": 24776, + "FP": 15277, + "IoU": 0.4645965057680226, + "TN": 52478311, + "TP": 34756, + "n_pred": 50033, + "n_ref": 59532 + }, + "9": { + "Dice": 0.14939468171974296, + "FN": 71778, + "FP": 99, + "IoU": 0.08072746805816675, + "TN": 52474931, + "TP": 6312, + "n_pred": 6411, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6940967739708532, + "FN": 91638, + "FP": 85606, + "IoU": 0.5315070520817915, + "TN": 143758922, + "TP": 201084, + "n_pred": 286690, + "n_ref": 292722 + }, + "10": { + "Dice": 0.4833393382224753, + "FN": 56692, + "FP": 32216, + "IoU": 0.3186865397141653, + "TN": 144006755, + "TP": 41587, + "n_pred": 73803, + "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": 0.030392358902219394, + "FN": 102605, + "FP": 5610, + "IoU": 0.015430666630273584, + "TN": 144027339, + "TP": 1696, + "n_pred": 7306, + "n_ref": 104301 + }, + "14": { + "Dice": 0.7046373928283833, + "FN": 186958, + "FP": 104, + "IoU": 0.543969224468303, + "TN": 143727054, + "TP": 223134, + "n_pred": 223238, + "n_ref": 410092 + }, + "15": { + "Dice": 0.33320126782884313, + "FN": 17620, + "FP": 2576, + "IoU": 0.19990492037081056, + "TN": 144112008, + "TP": 5046, + "n_pred": 7622, + "n_ref": 22666 + }, + "2": { + "Dice": 0.5585301293629931, + "FN": 46354, + "FP": 98581, + "IoU": 0.3874726352179462, + "TN": 143900632, + "TP": 91683, + "n_pred": 190264, + "n_ref": 138037 + }, + "3": { + "Dice": 0.32432499380728264, + "FN": 134918, + "FP": 28744, + "IoU": 0.19354886395553386, + "TN": 143934309, + "TP": 39279, + "n_pred": 68023, + "n_ref": 174197 + }, + "4": { + "Dice": 0.0, + "FN": 51170, + "FP": 0, + "IoU": 0.0, + "TN": 144086080, + "TP": 0, + "n_pred": 0, + "n_ref": 51170 + }, + "5": { + "Dice": 0.2070214926848014, + "FN": 28361, + "FP": 528, + "IoU": 0.11546233925290876, + "TN": 144104590, + "TP": 3771, + "n_pred": 4299, + "n_ref": 32132 + }, + "6": { + "Dice": 0.7746489943465595, + "FN": 126619, + "FP": 590159, + "IoU": 0.6321853826148891, + "TN": 142188502, + "TP": 1231970, + "n_pred": 1822129, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.5207374769998981, + "FN": 128924, + "FP": 92213, + "IoU": 0.35202505904346654, + "TN": 143795976, + "TP": 120137, + "n_pred": 212350, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7462891724973988, + "FN": 72753, + "FP": 33563, + "IoU": 0.5952641997868129, + "TN": 143874570, + "TP": 156364, + "n_pred": 189927, + "n_ref": 229117 + }, + "9": { + "Dice": 0.23912313043162398, + "FN": 81294, + "FP": 2493, + "IoU": 0.1357977576763999, + "TN": 144040297, + "TP": 13166, + "n_pred": 15659, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7299178132543217, + "FN": 51175, + "FP": 69330, + "IoU": 0.5747012444325232, + "TN": 111495578, + "TP": 162837, + "n_pred": 232167, + "n_ref": 214012 + }, + "10": { + "Dice": 0.5467459198065686, + "FN": 24294, + "FP": 11698, + "IoU": 0.3762218370883882, + "TN": 111721220, + "TP": 21708, + "n_pred": 33406, + "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": 0.23261938759320958, + "FN": 45612, + "FP": 2756, + "IoU": 0.13161816190595882, + "TN": 111723221, + "TP": 7331, + "n_pred": 10087, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6942019322417674, + "FN": 14409, + "FP": 53928, + "IoU": 0.5316303871038491, + "TN": 111633016, + "TP": 77567, + "n_pred": 131495, + "n_ref": 91976 + }, + "15": { + "Dice": 0.5491691637156089, + "FN": 4684, + "FP": 5246, + "IoU": 0.3785204656402554, + "TN": 111762942, + "TP": 6048, + "n_pred": 11294, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8704432138624382, + "FN": 35918, + "FP": 14804, + "IoU": 0.7706059797479117, + "TN": 111557807, + "TP": 170391, + "n_pred": 185195, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7400729301450201, + "FN": 19398, + "FP": 11538, + "IoU": 0.5873934673299812, + "TN": 111703943, + "TP": 44041, + "n_pred": 55579, + "n_ref": 63439 + }, + "4": { + "Dice": 0.2246335963923337, + "FN": 16288, + "FP": 218, + "IoU": 0.12652802032068583, + "TN": 111760023, + "TP": 2391, + "n_pred": 2609, + "n_ref": 18679 + }, + "5": { + "Dice": 0.027896915675232163, + "FN": 26042, + "FP": 23, + "IoU": 0.014145769507167442, + "TN": 111752481, + "TP": 374, + "n_pred": 397, + "n_ref": 26416 + }, + "6": { + "Dice": 0.8343408706566441, + "FN": 333375, + "FP": 24567, + "IoU": 0.71576745692941, + "TN": 110519592, + "TP": 901386, + "n_pred": 925953, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.24275854201129426, + "FN": 195834, + "FP": 69670, + "IoU": 0.13814751575981457, + "TN": 111470858, + "TP": 42558, + "n_pred": 112228, + "n_ref": 238392 + }, + "8": { + "Dice": 0.516669182442315, + "FN": 177983, + "FP": 7733, + "IoU": 0.34831689352548784, + "TN": 111493941, + "TP": 99263, + "n_pred": 106996, + "n_ref": 277246 + }, + "9": { + "Dice": 0.3085255976251237, + "FN": 65529, + "FP": 856, + "IoU": 0.18240039411293799, + "TN": 111697725, + "TP": 14810, + "n_pred": 15666, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5445918292474136, + "FN": 98606, + "FP": 13112, + "IoU": 0.3741849470075511, + "TN": 198909359, + "TP": 66798, + "n_pred": 79910, + "n_ref": 165404 + }, + "10": { + "Dice": 0.4190779014308426, + "FN": 41380, + "FP": 18911, + "IoU": 0.26508447304907484, + "TN": 199005837, + "TP": 21747, + "n_pred": 40658, + "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": 0.0007300294819598484, + "FN": 35581, + "FP": 8, + "IoU": 0.0003651480253918319, + "TN": 199052273, + "TP": 13, + "n_pred": 21, + "n_ref": 35594 + }, + "14": { + "Dice": 0.48174141766737544, + "FN": 27351, + "FP": 14814, + "IoU": 0.31729866260807615, + "TN": 199026113, + "TP": 19597, + "n_pred": 34411, + "n_ref": 46948 + }, + "15": { + "Dice": 0.09721378118120552, + "FN": 131368, + "FP": 2322, + "IoU": 0.05109022769859747, + "TN": 198946987, + "TP": 7198, + "n_pred": 9520, + "n_ref": 138566 + }, + "2": { + "Dice": 0.6278856974579569, + "FN": 10178, + "FP": 131346, + "IoU": 0.4576045131915807, + "TN": 198826951, + "TP": 119400, + "n_pred": 250746, + "n_ref": 129578 + }, + "3": { + "Dice": 0.0, + "FN": 138831, + "FP": 0, + "IoU": 0.0, + "TN": 198949044, + "TP": 0, + "n_pred": 0, + "n_ref": 138831 + }, + "4": { + "Dice": 0.0, + "FN": 17120, + "FP": 40, + "IoU": 0.0, + "TN": 199070715, + "TP": 0, + "n_pred": 40, + "n_ref": 17120 + }, + "5": { + "Dice": 0.18475969192375544, + "FN": 17921, + "FP": 1026, + "IoU": 0.10178249739262349, + "TN": 199066781, + "TP": 2147, + "n_pred": 3173, + "n_ref": 20068 + }, + "6": { + "Dice": 0.7326946819715835, + "FN": 152959, + "FP": 578186, + "IoU": 0.5781516668070625, + "TN": 197354681, + "TP": 1002049, + "n_pred": 1580235, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.43105141767860133, + "FN": 96931, + "FP": 59465, + "IoU": 0.27473903385719783, + "TN": 198872234, + "TP": 59245, + "n_pred": 118710, + "n_ref": 156176 + }, + "8": { + "Dice": 0.6829970846835546, + "FN": 30149, + "FP": 51730, + "IoU": 0.518599523767528, + "TN": 198917790, + "TP": 88206, + "n_pred": 139936, + "n_ref": 118355 + }, + "9": { + "Dice": 0.2824764751019749, + "FN": 85913, + "FP": 2920, + "IoU": 0.16446731064061926, + "TN": 198981556, + "TP": 17486, + "n_pred": 20406, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7527710408690946, + "FN": 34149, + "FP": 64527, + "IoU": 0.6035548127375433, + "TN": 130826290, + "TP": 150226, + "n_pred": 214753, + "n_ref": 184375 + }, + "10": { + "Dice": 0.4118879527850504, + "FN": 22074, + "FP": 151115, + "IoU": 0.2593569852375169, + "TN": 130841356, + "TP": 60647, + "n_pred": 211762, + "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": 0.1830045631292058, + "FN": 79851, + "FP": 12177, + "IoU": 0.10071822934479895, + "TN": 130972857, + "TP": 10307, + "n_pred": 22484, + "n_ref": 90158 + }, + "14": { + "Dice": 0.17479896003385936, + "FN": 30594, + "FP": 215070, + "IoU": 0.0957697021896843, + "TN": 130803509, + "TP": 26019, + "n_pred": 241089, + "n_ref": 56613 + }, + "15": { + "Dice": 0.5011542422843343, + "FN": 13468, + "FP": 14624, + "IoU": 0.3343601165793901, + "TN": 131032989, + "TP": 14111, + "n_pred": 28735, + "n_ref": 27579 + }, + "2": { + "Dice": 0.29845034361945827, + "FN": 121497, + "FP": 60720, + "IoU": 0.17539913836796756, + "TN": 130854216, + "TP": 38759, + "n_pred": 99479, + "n_ref": 160256 + }, + "3": { + "Dice": 0.6978140754018877, + "FN": 19952, + "FP": 127386, + "IoU": 0.5358789879542362, + "TN": 130757736, + "TP": 170118, + "n_pred": 297504, + "n_ref": 190070 + }, + "4": { + "Dice": 0.0, + "FN": 73080, + "FP": 6, + "IoU": 0.0, + "TN": 131002106, + "TP": 0, + "n_pred": 6, + "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": 0.7075843220810677, + "FN": 152204, + "FP": 935294, + "IoU": 0.547489738920864, + "TN": 128671936, + "TP": 1315758, + "n_pred": 2251052, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.2995493941119297, + "FN": 568832, + "FP": 405506, + "IoU": 0.17615883288505652, + "TN": 129892515, + "TP": 208339, + "n_pred": 613845, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8193399872019679, + "FN": 29595, + "FP": 13883, + "IoU": 0.6939677623706624, + "TN": 130933122, + "TP": 98592, + "n_pred": 112475, + "n_ref": 128187 + }, + "9": { + "Dice": 0.40637183167819124, + "FN": 47354, + "FP": 5787, + "IoU": 0.25499789709799525, + "TN": 131003862, + "TP": 18189, + "n_pred": 23976, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7884377180739707, + "FN": 34765, + "FP": 62249, + "IoU": 0.650761194728335, + "TN": 101339413, + "TP": 180773, + "n_pred": 243022, + "n_ref": 215538 + }, + "10": { + "Dice": 0.21773684713680252, + "FN": 28741, + "FP": 94000, + "IoU": 0.12216874190941404, + "TN": 101477377, + "TP": 17082, + "n_pred": 111082, + "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": 0.17349685910858512, + "FN": 53124, + "FP": 13188, + "IoU": 0.09498853586636095, + "TN": 101543928, + "TP": 6960, + "n_pred": 20148, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8381537089596391, + "FN": 12896, + "FP": 5979, + "IoU": 0.721398101817001, + "TN": 101549451, + "TP": 48874, + "n_pred": 54853, + "n_ref": 61770 + }, + "15": { + "Dice": 0.6053337153850877, + "FN": 18478, + "FP": 805, + "IoU": 0.43403480966217606, + "TN": 101583129, + "TP": 14788, + "n_pred": 15593, + "n_ref": 33266 + }, + "2": { + "Dice": 0.6041303409689015, + "FN": 51249, + "FP": 107450, + "IoU": 0.432798533201331, + "TN": 101337407, + "TP": 121094, + "n_pred": 228544, + "n_ref": 172343 + }, + "3": { + "Dice": 0.4436623200327234, + "FN": 123623, + "FP": 146, + "IoU": 0.2850681608133087, + "TN": 101444080, + "TP": 49351, + "n_pred": 49497, + "n_ref": 172974 + }, + "4": { + "Dice": 0.0, + "FN": 16213, + "FP": 0, + "IoU": 0.0, + "TN": 101600987, + "TP": 0, + "n_pred": 0, + "n_ref": 16213 + }, + "5": { + "Dice": 0.28333593465480467, + "FN": 24925, + "FP": 2625, + "IoU": 0.1650503091283792, + "TN": 101584204, + "TP": 5446, + "n_pred": 8071, + "n_ref": 30371 + }, + "6": { + "Dice": 0.7907508939213349, + "FN": 273166, + "FP": 393962, + "IoU": 0.6539189402302475, + "TN": 99689536, + "TP": 1260536, + "n_pred": 1654498, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.5372334587703961, + "FN": 249164, + "FP": 58641, + "IoU": 0.36727218160103436, + "TN": 101130727, + "TP": 178668, + "n_pred": 237309, + "n_ref": 427832 + }, + "8": { + "Dice": 0.7362609110219731, + "FN": 84461, + "FP": 21200, + "IoU": 0.5826051575387922, + "TN": 101364056, + "TP": 147483, + "n_pred": 168683, + "n_ref": 231944 + }, + "9": { + "Dice": 0.18125184432276467, + "FN": 72706, + "FP": 2207, + "IoU": 0.0996574725076618, + "TN": 101533995, + "TP": 8292, + "n_pred": 10499, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6321977448738012, + "FN": 101304, + "FP": 27020, + "IoU": 0.4621996655616511, + "TN": 118943603, + "TP": 110285, + "n_pred": 137305, + "n_ref": 211589 + }, + "10": { + "Dice": 0.5203542892084164, + "FN": 23732, + "FP": 81379, + "IoU": 0.3516749215121479, + "TN": 119020085, + "TP": 57016, + "n_pred": 138395, + "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": 0.13859921424067517, + "FN": 27360, + "FP": 43678, + "IoU": 0.07445963024246609, + "TN": 119105459, + "TP": 5715, + "n_pred": 49393, + "n_ref": 33075 + }, + "14": { + "Dice": 0.19407698216266964, + "FN": 53360, + "FP": 50513, + "IoU": 0.10746691871455577, + "TN": 119065832, + "TP": 12507, + "n_pred": 63020, + "n_ref": 65867 + }, + "15": { + "Dice": 0.5436410355593623, + "FN": 10882, + "FP": 5635, + "IoU": 0.3732878011762474, + "TN": 119155857, + "TP": 9838, + "n_pred": 15473, + "n_ref": 20720 + }, + "2": { + "Dice": 0.6657188958650345, + "FN": 70331, + "FP": 53350, + "IoU": 0.4989345152246836, + "TN": 118935376, + "TP": 123155, + "n_pred": 176505, + "n_ref": 193486 + }, + "3": { + "Dice": 0.7080550145543538, + "FN": 79391, + "FP": 17594, + "IoU": 0.5480535336495894, + "TN": 118967618, + "TP": 117609, + "n_pred": 135203, + "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": 0.054445664105378704, + "FN": 17226, + "FP": 2, + "IoU": 0.02798465357707064, + "TN": 119164488, + "TP": 496, + "n_pred": 498, + "n_ref": 17722 + }, + "6": { + "Dice": 0.8370109769893462, + "FN": 156654, + "FP": 459563, + "IoU": 0.719706687190012, + "TN": 116983740, + "TP": 1582255, + "n_pred": 2041818, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.43097711587359244, + "FN": 178978, + "FP": 134326, + "IoU": 0.2746786680001482, + "TN": 118750260, + "TP": 118648, + "n_pred": 252974, + "n_ref": 297626 + }, + "8": { + "Dice": 0.7706981768190894, + "FN": 23300, + "FP": 11727, + "IoU": 0.626939749283744, + "TN": 119088321, + "TP": 58864, + "n_pred": 70591, + "n_ref": 82164 + }, + "9": { + "Dice": 0.5291282755015356, + "FN": 53132, + "FP": 4514, + "IoU": 0.3597378797134448, + "TN": 119092177, + "TP": 32389, + "n_pred": 36903, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 21753, + "IoU": 0.0, + "TN": 61310727, + "TP": 0, + "n_pred": 21753, + "n_ref": 0 + }, + "10": { + "Dice": 0.3409379169480637, + "FN": 24079, + "FP": 15932, + "IoU": 0.20550039714058776, + "TN": 61282120, + "TP": 10349, + "n_pred": 26281, + "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": 0.2926061051471167, + "FN": 41548, + "FP": 12354, + "IoU": 0.17137586471944657, + "TN": 61267430, + "TP": 11148, + "n_pred": 23502, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8444947295455167, + "FN": 70166, + "FP": 3641, + "IoU": 0.7308445501190662, + "TN": 61058263, + "TP": 200410, + "n_pred": 204051, + "n_ref": 270576 + }, + "15": { + "Dice": 0.27865714560408344, + "FN": 82287, + "FP": 244, + "IoU": 0.16188358111950604, + "TN": 61234008, + "TP": 15941, + "n_pred": 16185, + "n_ref": 98228 + }, + "2": { + "Dice": 0.4695057373328768, + "FN": 101981, + "FP": 31259, + "IoU": 0.3067673945504966, + "TN": 61140279, + "TP": 58961, + "n_pred": 90220, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7688703943561055, + "FN": 30995, + "FP": 27714, + "IoU": 0.6245243318261181, + "TN": 61176121, + "TP": 97650, + "n_pred": 125364, + "n_ref": 128645 + }, + "4": { + "Dice": 0.006377249751995843, + "FN": 42054, + "FP": 14, + "IoU": 0.003198824728099898, + "TN": 61290277, + "TP": 135, + "n_pred": 149, + "n_ref": 42189 + }, + "5": { + "Dice": 0.003493653196692675, + "FN": 8557, + "FP": 0, + "IoU": 0.0017498833411105927, + "TN": 61323908, + "TP": 15, + "n_pred": 15, + "n_ref": 8572 + }, + "6": { + "Dice": 0.8352143125588387, + "FN": 83800, + "FP": 359050, + "IoU": 0.717054065451014, + "TN": 59767340, + "TP": 1122290, + "n_pred": 1481340, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.1821382216453603, + "FN": 168373, + "FP": 153620, + "IoU": 0.10019365818352537, + "TN": 60974633, + "TP": 35854, + "n_pred": 189474, + "n_ref": 204227 + }, + "8": { + "Dice": 0.5687265365934722, + "FN": 44567, + "FP": 12528, + "IoU": 0.39735700488700776, + "TN": 61237739, + "TP": 37646, + "n_pred": 50174, + "n_ref": 82213 + }, + "9": { + "Dice": 0.38749570594297494, + "FN": 46454, + "FP": 7036, + "IoU": 0.24030677460587985, + "TN": 61262070, + "TP": 16920, + "n_pred": 23956, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.869469491756033, + "FN": 36568, + "FP": 5644, + "IoU": 0.7690809628008752, + "TN": 148924700, + "TP": 140588, + "n_pred": 146232, + "n_ref": 177156 + }, + "10": { + "Dice": 0.17862743072834997, + "FN": 63290, + "FP": 24187, + "IoU": 0.09807297734794668, + "TN": 149010511, + "TP": 9512, + "n_pred": 33699, + "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": 0.005154639175257732, + "FN": 84144, + "FP": 1934, + "IoU": 0.002583979328165375, + "TN": 149021199, + "TP": 223, + "n_pred": 2157, + "n_ref": 84367 + }, + "14": { + "Dice": 0.7704432542471463, + "FN": 13589, + "FP": 33772, + "IoU": 0.6266024377552468, + "TN": 148980662, + "TP": 79477, + "n_pred": 113249, + "n_ref": 93066 + }, + "15": { + "Dice": 0.4525648321274693, + "FN": 26909, + "FP": 27, + "IoU": 0.29246125558182295, + "TN": 149069430, + "TP": 11134, + "n_pred": 11161, + "n_ref": 38043 + }, + "2": { + "Dice": 0.8815478120715728, + "FN": 19721, + "FP": 17172, + "IoU": 0.7881855135035826, + "TN": 148933324, + "TP": 137283, + "n_pred": 154455, + "n_ref": 157004 + }, + "3": { + "Dice": 0.5092504164353138, + "FN": 37157, + "FP": 7035, + "IoU": 0.3416069486449844, + "TN": 149040379, + "TP": 22929, + "n_pred": 29964, + "n_ref": 60086 + }, + "4": { + "Dice": 0.034508969291577984, + "FN": 25379, + "FP": 25, + "IoU": 0.017557429035501587, + "TN": 149081642, + "TP": 454, + "n_pred": 479, + "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": 0.812975303329486, + "FN": 297449, + "FP": 74591, + "IoU": 0.6848849106592312, + "TN": 147926852, + "TP": 808608, + "n_pred": 883199, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.15880608969901935, + "FN": 246583, + "FP": 55875, + "IoU": 0.08625169180201082, + "TN": 148776492, + "TP": 28550, + "n_pred": 84425, + "n_ref": 275133 + }, + "8": { + "Dice": 0.7421355369000554, + "FN": 93723, + "FP": 331, + "IoU": 0.5899964254265513, + "TN": 148878102, + "TP": 135344, + "n_pred": 135675, + "n_ref": 229067 + }, + "9": { + "Dice": 0.2900486359145832, + "FN": 72220, + "FP": 2518, + "IoU": 0.16962390978278985, + "TN": 149017495, + "TP": 15267, + "n_pred": 17785, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.06429682856627689, + "FN": 495848, + "FP": 64612, + "IoU": 0.03321626451572839, + "TN": 100133084, + "TP": 19256, + "n_pred": 83868, + "n_ref": 515104 + }, + "10": { + "Dice": 0.19228776552438753, + "FN": 28079, + "FP": 59225, + "IoU": 0.10637078283655421, + "TN": 100615104, + "TP": 10392, + "n_pred": 69617, + "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": 0.004950837834095001, + "FN": 39012, + "FP": 18470, + "IoU": 0.0024815618221258134, + "TN": 100655175, + "TP": 143, + "n_pred": 18613, + "n_ref": 39155 + }, + "14": { + "Dice": 0.6434506479315326, + "FN": 66156, + "FP": 31080, + "IoU": 0.47432896337342884, + "TN": 100527825, + "TP": 87739, + "n_pred": 118819, + "n_ref": 153895 + }, + "15": { + "Dice": 0.042489895570464294, + "FN": 93195, + "FP": 145, + "IoU": 0.021706092588904845, + "TN": 100617389, + "TP": 2071, + "n_pred": 2216, + "n_ref": 95266 + }, + "2": { + "Dice": 0.20063729042376835, + "FN": 202838, + "FP": 38743, + "IoU": 0.11150463959043616, + "TN": 100440901, + "TP": 30318, + "n_pred": 69061, + "n_ref": 233156 + }, + "3": { + "Dice": 0.452656917217615, + "FN": 141580, + "FP": 57608, + "IoU": 0.29253817220914, + "TN": 100431247, + "TP": 82365, + "n_pred": 139973, + "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": 0.3265771478659769, + "FN": 1518667, + "FP": 788444, + "IoU": 0.19515518594090622, + "TN": 97846271, + "TP": 559418, + "n_pred": 1347862, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.07806627208709552, + "FN": 157842, + "FP": 183598, + "IoU": 0.04061860768314339, + "TN": 100356904, + "TP": 14456, + "n_pred": 198054, + "n_ref": 172298 + }, + "8": { + "Dice": 0.5397962573358432, + "FN": 57251, + "FP": 25871, + "IoU": 0.36967187630335707, + "TN": 100580929, + "TP": 48749, + "n_pred": 74620, + "n_ref": 106000 + }, + "9": { + "Dice": 0.43744152250512613, + "FN": 68894, + "FP": 15883, + "IoU": 0.2799520970289966, + "TN": 100595062, + "TP": 32961, + "n_pred": 48844, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5170572882338984, + "FN": 38609, + "FP": 34665, + "IoU": 0.34866976595347515, + "TN": 78838201, + "TP": 39225, + "n_pred": 73890, + "n_ref": 77834 + }, + "10": { + "Dice": 0.4906327647444399, + "FN": 22851, + "FP": 10564, + "IoU": 0.3250585763916943, + "TN": 78901192, + "TP": 16093, + "n_pred": 26657, + "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": 0.0034400414140908103, + "FN": 59302, + "FP": 375, + "IoU": 0.0017229842756774842, + "TN": 78890920, + "TP": 103, + "n_pred": 478, + "n_ref": 59405 + }, + "14": { + "Dice": 0.21452945263645487, + "FN": 20322, + "FP": 30549, + "IoU": 0.12015289356255837, + "TN": 78892882, + "TP": 6947, + "n_pred": 37496, + "n_ref": 27269 + }, + "15": { + "Dice": 0.6663500093892565, + "FN": 28957, + "FP": 1248, + "IoU": 0.4996438451471831, + "TN": 78890333, + "TP": 30162, + "n_pred": 31410, + "n_ref": 59119 + }, + "2": { + "Dice": 0.5312882794494145, + "FN": 54363, + "FP": 26374, + "IoU": 0.36173761808767146, + "TN": 78824205, + "TP": 45758, + "n_pred": 72132, + "n_ref": 100121 + }, + "3": { + "Dice": 0.011376274328081557, + "FN": 84186, + "FP": 1152, + "IoU": 0.005720677160400331, + "TN": 78864871, + "TP": 491, + "n_pred": 1643, + "n_ref": 84677 + }, + "4": { + "Dice": 0.4746685398191237, + "FN": 11722, + "FP": 244, + "IoU": 0.3111904213677182, + "TN": 78933328, + "TP": 5406, + "n_pred": 5650, + "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": 0.7602365103516859, + "FN": 249166, + "FP": 39673, + "IoU": 0.6132109202274891, + "TN": 78203939, + "TP": 457922, + "n_pred": 497595, + "n_ref": 707088 + }, + "7": { + "Dice": 0.0961654029907553, + "FN": 682708, + "FP": 39210, + "IoU": 0.05051142738020552, + "TN": 78190377, + "TP": 38405, + "n_pred": 77615, + "n_ref": 721113 + }, + "8": { + "Dice": 0.46848201781316184, + "FN": 229249, + "FP": 1880, + "IoU": 0.3058939060867058, + "TN": 78617712, + "TP": 101859, + "n_pred": 103739, + "n_ref": 331108 + }, + "9": { + "Dice": 0.11676182304214382, + "FN": 53510, + "FP": 16, + "IoU": 0.06200056077386794, + "TN": 78893636, + "TP": 3538, + "n_pred": 3554, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.806853552533945, + "FN": 22609, + "FP": 37520, + "IoU": 0.6762401667016654, + "TN": 104818719, + "TP": 125592, + "n_pred": 163112, + "n_ref": 148201 + }, + "10": { + "Dice": 0.6061658455538762, + "FN": 34697, + "FP": 33571, + "IoU": 0.4348909399445387, + "TN": 104883635, + "TP": 52537, + "n_pred": 86108, + "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": 0.07557228329882283, + "FN": 74515, + "FP": 6292, + "IoU": 0.03927000356675782, + "TN": 104920330, + "TP": 3303, + "n_pred": 9595, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8451837304498024, + "FN": 16502, + "FP": 3127, + "IoU": 0.7318772282096464, + "TN": 104931231, + "TP": 53580, + "n_pred": 56707, + "n_ref": 70082 + }, + "15": { + "Dice": 0.6152514933288673, + "FN": 13339, + "FP": 445, + "IoU": 0.4443055835517033, + "TN": 104979635, + "TP": 11021, + "n_pred": 11466, + "n_ref": 24360 + }, + "2": { + "Dice": 0.6863298727249033, + "FN": 36450, + "FP": 86307, + "IoU": 0.5224522187685999, + "TN": 104747383, + "TP": 134300, + "n_pred": 220607, + "n_ref": 170750 + }, + "3": { + "Dice": 0.23901335324256395, + "FN": 132574, + "FP": 951, + "IoU": 0.13572695379755848, + "TN": 104849946, + "TP": 20969, + "n_pred": 21920, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 105004439, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "5": { + "Dice": 0.24214493171071266, + "FN": 25036, + "FP": 6537, + "IoU": 0.1377502253051861, + "TN": 104967823, + "TP": 5044, + "n_pred": 11581, + "n_ref": 30080 + }, + "6": { + "Dice": 0.7645197177589369, + "FN": 107137, + "FP": 588188, + "IoU": 0.6188036577744153, + "TN": 103180380, + "TP": 1128735, + "n_pred": 1716923, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.465250796062049, + "FN": 118610, + "FP": 137660, + "IoU": 0.3031445104309426, + "TN": 104636688, + "TP": 111482, + "n_pred": 249142, + "n_ref": 230092 + }, + "8": { + "Dice": 0.6755411387885836, + "FN": 167500, + "FP": 23348, + "IoU": 0.5100506769766331, + "TN": 104614914, + "TP": 198678, + "n_pred": 222026, + "n_ref": 366178 + }, + "9": { + "Dice": 0.24360115839886035, + "FN": 80558, + "FP": 149, + "IoU": 0.1386935316905542, + "TN": 104910737, + "TP": 12996, + "n_pred": 13145, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3701099438625186, + "FN": 321270, + "FP": 8388, + "IoU": 0.22707663162238456, + "TN": 177249780, + "TP": 96850, + "n_pred": 105238, + "n_ref": 418120 + }, + "10": { + "Dice": 0.19978176606625192, + "FN": 59694, + "FP": 38576, + "IoU": 0.11097641513701295, + "TN": 177565751, + "TP": 12267, + "n_pred": 50843, + "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": 0.02290448343079922, + "FN": 76190, + "FP": 0, + "IoU": 0.011584914961794429, + "TN": 177599205, + "TP": 893, + "n_pred": 893, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8462639985313016, + "FN": 18625, + "FP": 2310, + "IoU": 0.7334988224810642, + "TN": 177597733, + "TP": 57620, + "n_pred": 59930, + "n_ref": 76245 + }, + "15": { + "Dice": 0.7417661696744108, + "FN": 5433, + "FP": 6916, + "IoU": 0.5895296659464849, + "TN": 177646203, + "TP": 17736, + "n_pred": 24652, + "n_ref": 23169 + }, + "2": { + "Dice": 0.6415634288334466, + "FN": 57659, + "FP": 117443, + "IoU": 0.47228073982321156, + "TN": 177344479, + "TP": 156707, + "n_pred": 274150, + "n_ref": 214366 + }, + "3": { + "Dice": 0.2898892140552837, + "FN": 171236, + "FP": 4199, + "IoU": 0.16951487379523206, + "TN": 177465044, + "TP": 35809, + "n_pred": 40008, + "n_ref": 207045 + }, + "4": { + "Dice": 0.0, + "FN": 34433, + "FP": 0, + "IoU": 0.0, + "TN": 177641855, + "TP": 0, + "n_pred": 0, + "n_ref": 34433 + }, + "5": { + "Dice": 0.39692411532156974, + "FN": 22948, + "FP": 2070, + "IoU": 0.24760157589245435, + "TN": 177643037, + "TP": 8233, + "n_pred": 10303, + "n_ref": 31181 + }, + "6": { + "Dice": 0.7126698364026872, + "FN": 363163, + "FP": 799911, + "IoU": 0.5536029967721755, + "TN": 175070818, + "TP": 1442396, + "n_pred": 2242307, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.6092844839970017, + "FN": 153997, + "FP": 120710, + "IoU": 0.4381086404702831, + "TN": 177187391, + "TP": 214190, + "n_pred": 334900, + "n_ref": 368187 + }, + "8": { + "Dice": 0.7243781461641874, + "FN": 42377, + "FP": 77150, + "IoU": 0.5678627596305067, + "TN": 177399693, + "TP": 157068, + "n_pred": 234218, + "n_ref": 199445 + }, + "9": { + "Dice": 0.13002032422962959, + "FN": 125724, + "FP": 1407, + "IoU": 0.0695303408450498, + "TN": 177539657, + "TP": 9500, + "n_pred": 10907, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7531322133963352, + "FN": 41381, + "FP": 54124, + "IoU": 0.6040193046030864, + "TN": 193764349, + "TP": 145681, + "n_pred": 199805, + "n_ref": 187062 + }, + "10": { + "Dice": 0.6582729372762701, + "FN": 31051, + "FP": 27086, + "IoU": 0.49061612869309223, + "TN": 193891403, + "TP": 55995, + "n_pred": 83081, + "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": 0.2394480708030384, + "FN": 56569, + "FP": 8913, + "IoU": 0.13600738883757751, + "TN": 193929745, + "TP": 10308, + "n_pred": 19221, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7104276147392835, + "FN": 7902, + "FP": 47532, + "IoU": 0.5509016964531652, + "TN": 193882101, + "TP": 68000, + "n_pred": 115532, + "n_ref": 75902 + }, + "15": { + "Dice": 0.44532172831830896, + "FN": 13803, + "FP": 4041, + "IoU": 0.2864397968568801, + "TN": 193980528, + "TP": 7163, + "n_pred": 11204, + "n_ref": 20966 + }, + "2": { + "Dice": 0.6510752223853528, + "FN": 25817, + "FP": 95389, + "IoU": 0.4826623642696169, + "TN": 193771247, + "TP": 113082, + "n_pred": 208471, + "n_ref": 138899 + }, + "3": { + "Dice": 0.0004755288400811371, + "FN": 134523, + "FP": 0, + "IoU": 0.00023782096540448145, + "TN": 193870980, + "TP": 32, + "n_pred": 32, + "n_ref": 134555 + }, + "4": { + "Dice": 0.29199155295646523, + "FN": 17434, + "FP": 0, + "IoU": 0.17095439630985781, + "TN": 193984506, + "TP": 3595, + "n_pred": 3595, + "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": 0.7904465511814229, + "FN": 297866, + "FP": 278652, + "IoU": 0.653502788118612, + "TN": 192341689, + "TP": 1087328, + "n_pred": 1365980, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.5582676323815944, + "FN": 186160, + "FP": 28764, + "IoU": 0.3872200173349756, + "TN": 193654799, + "TP": 135812, + "n_pred": 164576, + "n_ref": 321972 + }, + "8": { + "Dice": 0.5916476103361537, + "FN": 137911, + "FP": 4947, + "IoU": 0.4200991276603518, + "TN": 193759186, + "TP": 103491, + "n_pred": 108438, + "n_ref": 241402 + }, + "9": { + "Dice": 0.4018449948927477, + "FN": 73239, + "FP": 1717, + "IoU": 0.25144306629116986, + "TN": 193905401, + "TP": 25178, + "n_pred": 26895, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6289561667999918, + "FN": 53126, + "FP": 19232, + "IoU": 0.4587425664809066, + "TN": 99522115, + "TP": 61327, + "n_pred": 80559, + "n_ref": 114453 + }, + "10": { + "Dice": 0.6331033774414981, + "FN": 34701, + "FP": 8165, + "IoU": 0.4631684408265498, + "TN": 99575950, + "TP": 36984, + "n_pred": 45149, + "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": 0.06231816385905679, + "FN": 43696, + "FP": 8516, + "IoU": 0.03216119524718705, + "TN": 99601853, + "TP": 1735, + "n_pred": 10251, + "n_ref": 45431 + }, + "14": { + "Dice": 0.4525550603608671, + "FN": 22763, + "FP": 53149, + "IoU": 0.29245309397981156, + "TN": 99548511, + "TP": 31377, + "n_pred": 84526, + "n_ref": 54140 + }, + "15": { + "Dice": 0.4121328642722736, + "FN": 27872, + "FP": 870, + "IoU": 0.25955122755493726, + "TN": 99616983, + "TP": 10075, + "n_pred": 10945, + "n_ref": 37947 + }, + "2": { + "Dice": 0.4420356564019449, + "FN": 80660, + "FP": 5406, + "IoU": 0.28372642687128613, + "TN": 99535642, + "TP": 34092, + "n_pred": 39498, + "n_ref": 114752 + }, + "3": { + "Dice": 0.8183275427583019, + "FN": 14050, + "FP": 34684, + "IoU": 0.6925163887364111, + "TN": 99497307, + "TP": 109759, + "n_pred": 144443, + "n_ref": 123809 + }, + "4": { + "Dice": 0.13528282380741397, + "FN": 17532, + "FP": 33, + "IoU": 0.07254870901314747, + "TN": 99636861, + "TP": 1374, + "n_pred": 1407, + "n_ref": 18906 + }, + "5": { + "Dice": 0.0, + "FN": 6966, + "FP": 350, + "IoU": 0.0, + "TN": 99648484, + "TP": 0, + "n_pred": 350, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9120968591295436, + "FN": 133021, + "FP": 102343, + "IoU": 0.838398957465785, + "TN": 98199349, + "TP": 1221087, + "n_pred": 1323430, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.3426845058264998, + "FN": 82809, + "FP": 240067, + "IoU": 0.20677083333333332, + "TN": 99248760, + "TP": 84164, + "n_pred": 324231, + "n_ref": 166973 + }, + "8": { + "Dice": 0.7432097109516465, + "FN": 23348, + "FP": 30258, + "IoU": 0.5913553895410886, + "TN": 99524620, + "TP": 77574, + "n_pred": 107832, + "n_ref": 100922 + }, + "9": { + "Dice": 0.15248648700915693, + "FN": 87649, + "FP": 0, + "IoU": 0.08253606046015032, + "TN": 99560266, + "TP": 7885, + "n_pred": 7885, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6163715227837285, + "FN": 229431, + "FP": 41296, + "IoU": 0.44547473034366075, + "TN": 62595306, + "TP": 217487, + "n_pred": 258783, + "n_ref": 446918 + }, + "10": { + "Dice": 0.6619879822026512, + "FN": 27549, + "FP": 16665, + "IoU": 0.49475488515598215, + "TN": 62996010, + "TP": 43296, + "n_pred": 59961, + "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": 1663, + "IoU": 0.0, + "TN": 63036202, + "TP": 0, + "n_pred": 1663, + "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": 0.46280444027171813, + "FN": 52742, + "FP": 112617, + "IoU": 0.3010706330387296, + "TN": 62846931, + "TP": 71230, + "n_pred": 183847, + "n_ref": 123972 + }, + "3": { + "Dice": 0.0054922890743786265, + "FN": 127235, + "FP": 965, + "IoU": 0.002753706613563172, + "TN": 62954966, + "TP": 354, + "n_pred": 1319, + "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": 0.005406040662827594, + "FN": 16908, + "FP": 18, + "IoU": 0.002710346452981381, + "TN": 63066548, + "TP": 46, + "n_pred": 64, + "n_ref": 16954 + }, + "6": { + "Dice": 0.7468769476736309, + "FN": 289028, + "FP": 280773, + "IoU": 0.5960124556699248, + "TN": 61673078, + "TP": 840641, + "n_pred": 1121414, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.40415468430209595, + "FN": 94750, + "FP": 87789, + "IoU": 0.25325429747265243, + "TN": 62839074, + "TP": 61907, + "n_pred": 149696, + "n_ref": 156657 + }, + "8": { + "Dice": 0.610798535791757, + "FN": 57895, + "FP": 11003, + "IoU": 0.43967599482762826, + "TN": 62960559, + "TP": 54063, + "n_pred": 65066, + "n_ref": 111958 + }, + "9": { + "Dice": 0.254720270096699, + "FN": 35948, + "FP": 4669, + "IoU": 0.1459481054712141, + "TN": 63035962, + "TP": 6941, + "n_pred": 11610, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6122397553683436, + "FN": 132696, + "FP": 95048, + "IoU": 0.44117113005412995, + "TN": 109201280, + "TP": 179794, + "n_pred": 274842, + "n_ref": 312490 + }, + "10": { + "Dice": 0.4249287500177239, + "FN": 42975, + "FP": 78698, + "IoU": 0.2697838272538499, + "TN": 109442192, + "TP": 44953, + "n_pred": 123651, + "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": 0.19631435627889304, + "FN": 68379, + "FP": 33149, + "IoU": 0.10884067130117267, + "TN": 109494890, + "TP": 12400, + "n_pred": 45549, + "n_ref": 80779 + }, + "14": { + "Dice": 0.26247063322952524, + "FN": 77700, + "FP": 30292, + "IoU": 0.15105968178102006, + "TN": 109481610, + "TP": 19216, + "n_pred": 49508, + "n_ref": 96916 + }, + "15": { + "Dice": 0.33202869147083724, + "FN": 82757, + "FP": 869, + "IoU": 0.19906139258691696, + "TN": 109504408, + "TP": 20784, + "n_pred": 21653, + "n_ref": 103541 + }, + "2": { + "Dice": 0.1902855146368943, + "FN": 189825, + "FP": 16436, + "IoU": 0.10514670472934572, + "TN": 109378321, + "TP": 24236, + "n_pred": 40672, + "n_ref": 214061 + }, + "3": { + "Dice": 0.6732435384055333, + "FN": 42253, + "FP": 155219, + "IoU": 0.5074356582340998, + "TN": 109207912, + "TP": 203434, + "n_pred": 358653, + "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": 0.12976508045779192, + "FN": 9798, + "FP": 315, + "IoU": 0.06938437471243214, + "TN": 109597951, + "TP": 754, + "n_pred": 1069, + "n_ref": 10552 + }, + "6": { + "Dice": 0.6604880829939508, + "FN": 198575, + "FP": 882837, + "IoU": 0.4930811548658794, + "TN": 107475514, + "TP": 1051892, + "n_pred": 1934729, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.3925917149228309, + "FN": 884850, + "FP": 84047, + "IoU": 0.24423895196234052, + "TN": 108326803, + "TP": 313118, + "n_pred": 397165, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8387454370367052, + "FN": 14513, + "FP": 14289, + "IoU": 0.7222752562507835, + "TN": 109505111, + "TP": 74905, + "n_pred": 89194, + "n_ref": 89418 + }, + "9": { + "Dice": 0.4864448475511269, + "FN": 35625, + "FP": 5709, + "IoU": 0.3213922180265966, + "TN": 109547908, + "TP": 19576, + "n_pred": 25285, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8002665604759079, + "FN": 9540, + "FP": 15037, + "IoU": 0.6670369718071343, + "TN": 66993539, + "TP": 49236, + "n_pred": 64273, + "n_ref": 58776 + }, + "10": { + "Dice": 0.21861727606578318, + "FN": 68527, + "FP": 4880, + "IoU": 0.12272336153735838, + "TN": 66983676, + "TP": 10269, + "n_pred": 15149, + "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": 0.016730983398513376, + "FN": 37888, + "FP": 77, + "IoU": 0.008436063518595905, + "TN": 67029064, + "TP": 323, + "n_pred": 400, + "n_ref": 38211 + }, + "14": { + "Dice": 0.6108780894347821, + "FN": 30764, + "FP": 26198, + "IoU": 0.4397584436532447, + "TN": 66965678, + "TP": 44712, + "n_pred": 70910, + "n_ref": 75476 + }, + "15": { + "Dice": 0.16783820742269032, + "FN": 27864, + "FP": 6823, + "IoU": 0.0916066518266335, + "TN": 67029167, + "TP": 3498, + "n_pred": 10321, + "n_ref": 31362 + }, + "2": { + "Dice": 0.51181812121581, + "FN": 57744, + "FP": 110689, + "IoU": 0.3439217534579534, + "TN": 66810625, + "TP": 88294, + "n_pred": 198983, + "n_ref": 146038 + }, + "3": { + "Dice": 0.002502973058794962, + "FN": 160169, + "FP": 38, + "IoU": 0.001253054710488255, + "TN": 66906944, + "TP": 201, + "n_pred": 239, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 225, + "IoU": 0.0, + "TN": 67054088, + "TP": 0, + "n_pred": 225, + "n_ref": 13039 + }, + "5": { + "Dice": 0.0, + "FN": 8921, + "FP": 43, + "IoU": 0.0, + "TN": 67058388, + "TP": 0, + "n_pred": 43, + "n_ref": 8921 + }, + "6": { + "Dice": 0.8162846965852258, + "FN": 249587, + "FP": 124141, + "IoU": 0.6895954578186267, + "TN": 65863349, + "TP": 830275, + "n_pred": 954416, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.26088149314144365, + "FN": 293603, + "FP": 35083, + "IoU": 0.15000788739387577, + "TN": 66680659, + "TP": 58007, + "n_pred": 93090, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8040875322691611, + "FN": 22017, + "FP": 9022, + "IoU": 0.6723631987839892, + "TN": 66972616, + "TP": 63697, + "n_pred": 72719, + "n_ref": 85714 + }, + "9": { + "Dice": 0.30730880664735144, + "FN": 63290, + "FP": 67, + "IoU": 0.1815504256501014, + "TN": 66989941, + "TP": 14054, + "n_pred": 14121, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4770788003344885, + "FN": 122880, + "FP": 2813, + "IoU": 0.3132655848767962, + "TN": 74336250, + "TP": 57337, + "n_pred": 60150, + "n_ref": 180217 + }, + "10": { + "Dice": 0.45369187834066504, + "FN": 36966, + "FP": 9232, + "IoU": 0.29340328229913887, + "TN": 74453899, + "TP": 19183, + "n_pred": 28415, + "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": 0.01780922176140522, + "FN": 42452, + "FP": 5860, + "IoU": 0.008984615384615384, + "TN": 74470530, + "TP": 438, + "n_pred": 6298, + "n_ref": 42890 + }, + "14": { + "Dice": 0.5175747114036034, + "FN": 7938, + "FP": 36778, + "IoU": 0.34914050332591007, + "TN": 74450577, + "TP": 23987, + "n_pred": 60765, + "n_ref": 31925 + }, + "15": { + "Dice": 0.19338978421196396, + "FN": 26465, + "FP": 6018, + "IoU": 0.10704566071968552, + "TN": 74482903, + "TP": 3894, + "n_pred": 9912, + "n_ref": 30359 + }, + "2": { + "Dice": 0.5562220489886349, + "FN": 39232, + "FP": 123011, + "IoU": 0.3852545667420686, + "TN": 74255361, + "TP": 101676, + "n_pred": 224687, + "n_ref": 140908 + }, + "3": { + "Dice": 0.00030835447917001253, + "FN": 155617, + "FP": 0, + "IoU": 0.0001542010138716662, + "TN": 74363639, + "TP": 24, + "n_pred": 24, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 2369, + "IoU": 0.0, + "TN": 74503633, + "TP": 0, + "n_pred": 2369, + "n_ref": 13278 + }, + "5": { + "Dice": 0.043109801031687545, + "FN": 9920, + "FP": 468, + "IoU": 0.022029749576350968, + "TN": 74508658, + "TP": 234, + "n_pred": 702, + "n_ref": 10154 + }, + "6": { + "Dice": 0.8611724613510058, + "FN": 306543, + "FP": 112402, + "IoU": 0.756192164419053, + "TN": 72800939, + "TP": 1299396, + "n_pred": 1411798, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.3875116201803519, + "FN": 109457, + "FP": 73048, + "IoU": 0.24031901564691827, + "TN": 74279041, + "TP": 57734, + "n_pred": 130782, + "n_ref": 167191 + }, + "8": { + "Dice": 0.8364199896118051, + "FN": 15264, + "FP": 3947, + "IoU": 0.718833240640459, + "TN": 74450954, + "TP": 49115, + "n_pred": 53062, + "n_ref": 64379 + }, + "9": { + "Dice": 0.22681147187365183, + "FN": 80766, + "FP": 1676, + "IoU": 0.12791165083462036, + "TN": 74424746, + "TP": 12092, + "n_pred": 13768, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7385850344322795, + "FN": 114913, + "FP": 4018, + "IoU": 0.5855210653061083, + "TN": 65764239, + "TP": 168010, + "n_pred": 172028, + "n_ref": 282923 + }, + "10": { + "Dice": 0.3354783982215462, + "FN": 60595, + "FP": 30277, + "IoU": 0.20154643704419647, + "TN": 65937370, + "TP": 22938, + "n_pred": 53215, + "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": 0.11979052654621382, + "FN": 44069, + "FP": 8204, + "IoU": 0.06371126634425936, + "TN": 65995350, + "TP": 3557, + "n_pred": 11761, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8355548048278616, + "FN": 4256, + "FP": 17162, + "IoU": 0.7175561445846685, + "TN": 65975349, + "TP": 54413, + "n_pred": 71575, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7004796163069544, + "FN": 7070, + "FP": 7918, + "IoU": 0.5390293412068647, + "TN": 66018666, + "TP": 17526, + "n_pred": 25444, + "n_ref": 24596 + }, + "2": { + "Dice": 0.41061341232953674, + "FN": 103752, + "FP": 11644, + "IoU": 0.2583470978771539, + "TN": 65895587, + "TP": 40197, + "n_pred": 51841, + "n_ref": 143949 + }, + "3": { + "Dice": 0.5555813727768186, + "FN": 62379, + "FP": 88722, + "IoU": 0.38464013292662563, + "TN": 65805631, + "TP": 94448, + "n_pred": 183170, + "n_ref": 156827 + }, + "4": { + "Dice": 0.0, + "FN": 29528, + "FP": 0, + "IoU": 0.0, + "TN": 66021652, + "TP": 0, + "n_pred": 0, + "n_ref": 29528 + }, + "5": { + "Dice": 0.20343863809604473, + "FN": 8778, + "FP": 627, + "IoU": 0.11323778993022818, + "TN": 66040574, + "TP": 1201, + "n_pred": 1828, + "n_ref": 9979 + }, + "6": { + "Dice": 0.7499472407841498, + "FN": 97754, + "FP": 519567, + "IoU": 0.5999324710539311, + "TN": 64508138, + "TP": 925721, + "n_pred": 1445288, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.34908026232169564, + "FN": 767527, + "FP": 11924, + "IoU": 0.21144593183712782, + "TN": 65062724, + "TP": 209005, + "n_pred": 220929, + "n_ref": 976532 + }, + "8": { + "Dice": 0.7790093015307243, + "FN": 17480, + "FP": 18728, + "IoU": 0.6380141163297542, + "TN": 65951154, + "TP": 63818, + "n_pred": 82546, + "n_ref": 81298 + }, + "9": { + "Dice": 0.23021904336164506, + "FN": 60815, + "FP": 1177, + "IoU": 0.1300833543824198, + "TN": 65979918, + "TP": 9270, + "n_pred": 10447, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9377788653970573, + "FN": 13773, + "FP": 4788, + "IoU": 0.8828471161493114, + "TN": 113314106, + "TP": 139873, + "n_pred": 144661, + "n_ref": 153646 + }, + "10": { + "Dice": 0.6973098630068869, + "FN": 24473, + "FP": 24225, + "IoU": 0.5352845187086678, + "TN": 113367749, + "TP": 56093, + "n_pred": 80318, + "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": 0.20143493858028047, + "FN": 67611, + "FP": 5849, + "IoU": 0.1119975823511635, + "TN": 113389815, + "TP": 9265, + "n_pred": 15114, + "n_ref": 76876 + }, + "14": { + "Dice": 0.795603528121587, + "FN": 86214, + "FP": 4927, + "IoU": 0.6605827455478508, + "TN": 113204018, + "TP": 177381, + "n_pred": 182308, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7053793727837436, + "FN": 7859, + "FP": 3856, + "IoU": 0.5448541124363806, + "TN": 113446801, + "TP": 14024, + "n_pred": 17880, + "n_ref": 21883 + }, + "2": { + "Dice": 0.6307312191155313, + "FN": 26253, + "FP": 91817, + "IoU": 0.4606336081861995, + "TN": 113253635, + "TP": 100835, + "n_pred": 192652, + "n_ref": 127088 + }, + "3": { + "Dice": 0.0708472646509353, + "FN": 115882, + "FP": 1, + "IoU": 0.03672454925561716, + "TN": 113352239, + "TP": 4418, + "n_pred": 4419, + "n_ref": 120300 + }, + "4": { + "Dice": 0.0, + "FN": 31092, + "FP": 56, + "IoU": 0.0, + "TN": 113441392, + "TP": 0, + "n_pred": 56, + "n_ref": 31092 + }, + "5": { + "Dice": 0.0020693852708460136, + "FN": 32792, + "FP": 0, + "IoU": 0.0010357643331505514, + "TN": 113439714, + "TP": 34, + "n_pred": 34, + "n_ref": 32826 + }, + "6": { + "Dice": 0.8561636954050201, + "FN": 253128, + "FP": 46081, + "IoU": 0.7485019420748134, + "TN": 112282833, + "TP": 890498, + "n_pred": 936579, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.19869183998240206, + "FN": 189120, + "FP": 44015, + "IoU": 0.11030419136082797, + "TN": 113210501, + "TP": 28904, + "n_pred": 72919, + "n_ref": 218024 + }, + "8": { + "Dice": 0.6062639821029083, + "FN": 113220, + "FP": 18428, + "IoU": 0.434991974317817, + "TN": 113239538, + "TP": 101354, + "n_pred": 119782, + "n_ref": 214574 + }, + "9": { + "Dice": 0.12805489575085774, + "FN": 98961, + "FP": 153, + "IoU": 0.06840739905256034, + "TN": 113366148, + "TP": 7278, + "n_pred": 7431, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5521803297835066, + "FN": 49179, + "FP": 77352, + "IoU": 0.38138750366676444, + "TN": 74992188, + "TP": 78009, + "n_pred": 155361, + "n_ref": 127188 + }, + "10": { + "Dice": 0.4859771643941913, + "FN": 60599, + "FP": 22867, + "IoU": 0.3209840386586616, + "TN": 75073806, + "TP": 39456, + "n_pred": 62323, + "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": 0.02469179790493836, + "FN": 54567, + "FP": 179, + "IoU": 0.012500225473042442, + "TN": 75141289, + "TP": 693, + "n_pred": 872, + "n_ref": 55260 + }, + "14": { + "Dice": 0.884257087868545, + "FN": 23707, + "FP": 4919, + "IoU": 0.7925276318173582, + "TN": 75058753, + "TP": 109349, + "n_pred": 114268, + "n_ref": 133056 + }, + "15": { + "Dice": 0.17687528762080074, + "FN": 66125, + "FP": 5421, + "IoU": 0.09701765678442063, + "TN": 75117495, + "TP": 7687, + "n_pred": 13108, + "n_ref": 73812 + }, + "2": { + "Dice": 0.6099346635113488, + "FN": 66542, + "FP": 35487, + "IoU": 0.43878129142624545, + "TN": 75014929, + "TP": 79770, + "n_pred": 115257, + "n_ref": 146312 + }, + "3": { + "Dice": 0.014452052241124353, + "FN": 146352, + "FP": 12268, + "IoU": 0.007278621630586483, + "TN": 75036945, + "TP": 1163, + "n_pred": 13431, + "n_ref": 147515 + }, + "4": { + "Dice": 0.0, + "FN": 24963, + "FP": 0, + "IoU": 0.0, + "TN": 75171765, + "TP": 0, + "n_pred": 0, + "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": 0.8580738314080536, + "FN": 85192, + "FP": 302290, + "IoU": 0.7514267165504251, + "TN": 73637904, + "TP": 1171342, + "n_pred": 1473632, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.4598138338830928, + "FN": 87621, + "FP": 63206, + "IoU": 0.298544321458469, + "TN": 74981708, + "TP": 64193, + "n_pred": 127399, + "n_ref": 151814 + }, + "8": { + "Dice": 0.7488920267870874, + "FN": 31173, + "FP": 4749, + "IoU": 0.5985830502413731, + "TN": 75107240, + "TP": 53566, + "n_pred": 58315, + "n_ref": 84739 + }, + "9": { + "Dice": 0.19400372908111324, + "FN": 68753, + "FP": 1708, + "IoU": 0.10742199870789577, + "TN": 75117787, + "TP": 8480, + "n_pred": 10188, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7720080331380912, + "FN": 77653, + "FP": 3972, + "IoU": 0.6286751493260425, + "TN": 86708051, + "TP": 138196, + "n_pred": 142168, + "n_ref": 215849 + }, + "10": { + "Dice": 0.504694122167612, + "FN": 24827, + "FP": 61538, + "IoU": 0.33751898501142935, + "TN": 86797506, + "TP": 44001, + "n_pred": 105539, + "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": 0.21929118799213895, + "FN": 47048, + "FP": 12143, + "IoU": 0.12314825788101445, + "TN": 86860368, + "TP": 8313, + "n_pred": 20456, + "n_ref": 55361 + }, + "14": { + "Dice": 0.5485723119999656, + "FN": 19408, + "FP": 85711, + "IoU": 0.3779535946126671, + "TN": 86758883, + "TP": 63870, + "n_pred": 149581, + "n_ref": 83278 + }, + "15": { + "Dice": 0.2654871029631209, + "FN": 137745, + "FP": 79, + "IoU": 0.15306147530909717, + "TN": 86765140, + "TP": 24908, + "n_pred": 24987, + "n_ref": 162653 + }, + "2": { + "Dice": 0.39734560331636803, + "FN": 87604, + "FP": 23464, + "IoU": 0.24792968723549766, + "TN": 86780189, + "TP": 36615, + "n_pred": 60079, + "n_ref": 124219 + }, + "3": { + "Dice": 0.6965134262787466, + "FN": 46054, + "FP": 62264, + "IoU": 0.5343464522924145, + "TN": 86695257, + "TP": 124297, + "n_pred": 186561, + "n_ref": 170351 + }, + "4": { + "Dice": 0.008825086780020003, + "FN": 16447, + "FP": 400, + "IoU": 0.0044321002245597445, + "TN": 86910950, + "TP": 75, + "n_pred": 475, + "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": 0.7723807122424495, + "FN": 73086, + "FP": 575977, + "IoU": 0.6291695804595338, + "TN": 85177576, + "TP": 1101233, + "n_pred": 1677210, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.28546172020815386, + "FN": 839138, + "FP": 82347, + "IoU": 0.16649480712837184, + "TN": 85822318, + "TP": 184069, + "n_pred": 266416, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.8252882370110917, + "FN": 9149, + "FP": 10005, + "IoU": 0.7025453077197832, + "TN": 86863479, + "TP": 45239, + "n_pred": 55244, + "n_ref": 54388 + }, + "9": { + "Dice": 0.4695473143780459, + "FN": 32743, + "FP": 7965, + "IoU": 0.30680289484887185, + "TN": 86869147, + "TP": 18017, + "n_pred": 25982, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5381650281015302, + "FN": 23542, + "FP": 87884, + "IoU": 0.3681434898240401, + "TN": 37573253, + "TP": 64921, + "n_pred": 152805, + "n_ref": 88463 + }, + "10": { + "Dice": 0.09002375296912114, + "FN": 56212, + "FP": 5084, + "IoU": 0.04713344111428927, + "TN": 37685272, + "TP": 3032, + "n_pred": 8116, + "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": 0.3238928330828626, + "FN": 22147, + "FP": 304024, + "IoU": 0.19324112412131644, + "TN": 37345302, + "TP": 78127, + "n_pred": 382151, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3661, + "IoU": 0.0, + "TN": 37745939, + "TP": 0, + "n_pred": 3661, + "n_ref": 0 + }, + "2": { + "Dice": 0.4081614028225938, + "FN": 68925, + "FP": 21866, + "IoU": 0.2564087863847074, + "TN": 37627502, + "TP": 31307, + "n_pred": 53173, + "n_ref": 100232 + }, + "3": { + "Dice": 0.0, + "FN": 88699, + "FP": 30, + "IoU": 0.0, + "TN": 37660871, + "TP": 0, + "n_pred": 30, + "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": 0.23182297154899895, + "FN": 8729, + "FP": 19, + "IoU": 0.13110846245530394, + "TN": 37739532, + "TP": 1320, + "n_pred": 1339, + "n_ref": 10049 + }, + "6": { + "Dice": 0.6795784808608979, + "FN": 331568, + "FP": 55961, + "IoU": 0.5146678322116216, + "TN": 36951118, + "TP": 410953, + "n_pred": 466914, + "n_ref": 742521 + }, + "7": { + "Dice": 0.2727912545230609, + "FN": 273971, + "FP": 106269, + "IoU": 0.15793762927464466, + "TN": 37298042, + "TP": 71318, + "n_pred": 177587, + "n_ref": 345289 + }, + "8": { + "Dice": 0.7262093128390597, + "FN": 26682, + "FP": 12078, + "IoU": 0.5701166762787809, + "TN": 37659436, + "TP": 51404, + "n_pred": 63482, + "n_ref": 78086 + }, + "9": { + "Dice": 0.0, + "FN": 54771, + "FP": 0, + "IoU": 0.0, + "TN": 37694829, + "TP": 0, + "n_pred": 0, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6884962031751412, + "FN": 68008, + "FP": 49642, + "IoU": 0.5249669919690553, + "TN": 75659021, + "TP": 130017, + "n_pred": 179659, + "n_ref": 198025 + }, + "10": { + "Dice": 0.6462058664896486, + "FN": 51809, + "FP": 16411, + "IoU": 0.4773294923461179, + "TN": 75776166, + "TP": 62302, + "n_pred": 78713, + "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": 0.3548399733615388, + "FN": 32443, + "FP": 495, + "IoU": 0.2156872083055529, + "TN": 75864692, + "TP": 9058, + "n_pred": 9553, + "n_ref": 41501 + }, + "14": { + "Dice": 0.7309141068491697, + "FN": 41018, + "FP": 19846, + "IoU": 0.5759374608084946, + "TN": 75763162, + "TP": 82662, + "n_pred": 102508, + "n_ref": 123680 + }, + "15": { + "Dice": 0.21092824977769747, + "FN": 165090, + "FP": 851, + "IoU": 0.11789815011694663, + "TN": 75718568, + "TP": 22179, + "n_pred": 23030, + "n_ref": 187269 + }, + "2": { + "Dice": 0.4069868926022309, + "FN": 141651, + "FP": 7152, + "IoU": 0.25548245065419156, + "TN": 75706823, + "TP": 51062, + "n_pred": 58214, + "n_ref": 192713 + }, + "3": { + "Dice": 0.6856677357192488, + "FN": 50912, + "FP": 132758, + "IoU": 0.521685234665125, + "TN": 75522694, + "TP": 200324, + "n_pred": 333082, + "n_ref": 251236 + }, + "4": { + "Dice": 0.0, + "FN": 30177, + "FP": 0, + "IoU": 0.0, + "TN": 75876511, + "TP": 0, + "n_pred": 0, + "n_ref": 30177 + }, + "5": { + "Dice": 0.6622112917023096, + "FN": 3436, + "FP": 2882, + "IoU": 0.49500439613140435, + "TN": 75894177, + "TP": 6193, + "n_pred": 9075, + "n_ref": 9629 + }, + "6": { + "Dice": 0.8446712615639203, + "FN": 208320, + "FP": 342853, + "IoU": 0.7311090198511954, + "TN": 73856887, + "TP": 1498628, + "n_pred": 1841481, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.5615944398846284, + "FN": 140651, + "FP": 67130, + "IoU": 0.3904284406684191, + "TN": 75565824, + "TP": 133083, + "n_pred": 200213, + "n_ref": 273734 + }, + "8": { + "Dice": 0.8706387989402414, + "FN": 17808, + "FP": 4164, + "IoU": 0.7709126169052559, + "TN": 75810777, + "TP": 73939, + "n_pred": 78103, + "n_ref": 91747 + }, + "9": { + "Dice": 0.4024377999558224, + "FN": 57705, + "FP": 1811, + "IoU": 0.25190743743479516, + "TN": 75827131, + "TP": 20041, + "n_pred": 21852, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5403848606659563, + "FN": 29378, + "FP": 82331, + "IoU": 0.3702242091792151, + "TN": 61210371, + "TP": 65670, + "n_pred": 148001, + "n_ref": 95048 + }, + "10": { + "Dice": 0.6377825278575313, + "FN": 27628, + "FP": 29648, + "IoU": 0.46819435288437433, + "TN": 61280049, + "TP": 50425, + "n_pred": 80073, + "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": 0.01681081739554148, + "FN": 39110, + "FP": 1245, + "IoU": 0.008476658476658476, + "TN": 61347050, + "TP": 345, + "n_pred": 1590, + "n_ref": 39455 + }, + "14": { + "Dice": 0.764507910968088, + "FN": 9443, + "FP": 25683, + "IoU": 0.61878818792529, + "TN": 61295607, + "TP": 57017, + "n_pred": 82700, + "n_ref": 66460 + }, + "15": { + "Dice": 0.7638702084734365, + "FN": 15470, + "FP": 1384, + "IoU": 0.6179530771846311, + "TN": 61343635, + "TP": 27261, + "n_pred": 28645, + "n_ref": 42731 + }, + "2": { + "Dice": 0.6266087028986513, + "FN": 20376, + "FP": 114043, + "IoU": 0.4562492162438766, + "TN": 61140543, + "TP": 112788, + "n_pred": 226831, + "n_ref": 133164 + }, + "3": { + "Dice": 0.0011070055499872843, + "FN": 133546, + "FP": 0, + "IoU": 0.0005538093099835354, + "TN": 61254130, + "TP": 74, + "n_pred": 74, + "n_ref": 133620 + }, + "4": { + "Dice": 0.252198333410064, + "FN": 16237, + "FP": 6, + "IoU": 0.1442945948793594, + "TN": 61368768, + "TP": 2739, + "n_pred": 2745, + "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": 0.8426230639361539, + "FN": 237560, + "FP": 45258, + "IoU": 0.7280454946699155, + "TN": 60347804, + "TP": 757128, + "n_pred": 802386, + "n_ref": 994688 + }, + "7": { + "Dice": 0.25545943267148596, + "FN": 144567, + "FP": 62760, + "IoU": 0.14643364416723276, + "TN": 61144855, + "TP": 35568, + "n_pred": 98328, + "n_ref": 180135 + }, + "8": { + "Dice": 0.617683659107829, + "FN": 132645, + "FP": 8065, + "IoU": 0.4468468185141797, + "TN": 61133372, + "TP": 113668, + "n_pred": 121733, + "n_ref": 246313 + }, + "9": { + "Dice": 0.3230787029733169, + "FN": 64358, + "FP": 3, + "IoU": 0.19266181635725038, + "TN": 61308030, + "TP": 15359, + "n_pred": 15362, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8862804397134574, + "FN": 22574, + "FP": 19240, + "IoU": 0.7957842093438956, + "TN": 39544046, + "TP": 162940, + "n_pred": 182180, + "n_ref": 185514 + }, + "10": { + "Dice": 0.4646818899621194, + "FN": 27850, + "FP": 27405, + "IoU": 0.3026616353471232, + "TN": 39669563, + "TP": 23982, + "n_pred": 51387, + "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": 0.2504875177878112, + "FN": 36682, + "FP": 5981, + "IoU": 0.14317561053984576, + "TN": 39699008, + "TP": 7129, + "n_pred": 13110, + "n_ref": 43811 + }, + "14": { + "Dice": 0.2651952334557446, + "FN": 26256, + "FP": 12962, + "IoU": 0.1528674802894481, + "TN": 39702505, + "TP": 7077, + "n_pred": 20039, + "n_ref": 33333 + }, + "15": { + "Dice": 0.024460719283260945, + "FN": 51043, + "FP": 2638, + "IoU": 0.01238179342826655, + "TN": 39694446, + "TP": 673, + "n_pred": 3311, + "n_ref": 51716 + }, + "2": { + "Dice": 0.5666784952691117, + "FN": 32412, + "FP": 98247, + "IoU": 0.39536035243921624, + "TN": 39532706, + "TP": 85435, + "n_pred": 183682, + "n_ref": 117847 + }, + "3": { + "Dice": 0.0, + "FN": 134275, + "FP": 141, + "IoU": 0.0, + "TN": 39614384, + "TP": 0, + "n_pred": 141, + "n_ref": 134275 + }, + "4": { + "Dice": 0.0, + "FN": 23773, + "FP": 0, + "IoU": 0.0, + "TN": 39725027, + "TP": 0, + "n_pred": 0, + "n_ref": 23773 + }, + "5": { + "Dice": 0.574640579396822, + "FN": 3866, + "FP": 69, + "IoU": 0.4031548612164417, + "TN": 39742207, + "TP": 2658, + "n_pred": 2727, + "n_ref": 6524 + }, + "6": { + "Dice": 0.8750807508347528, + "FN": 92858, + "FP": 145569, + "IoU": 0.7779053931952106, + "TN": 38675262, + "TP": 835111, + "n_pred": 980680, + "n_ref": 927969 + }, + "7": { + "Dice": 0.27705938501953936, + "FN": 613220, + "FP": 7071, + "IoU": 0.1608061140416505, + "TN": 39009649, + "TP": 118860, + "n_pred": 125931, + "n_ref": 732080 + }, + "8": { + "Dice": 0.773596599191697, + "FN": 5222, + "FP": 20715, + "IoU": 0.6307847798545175, + "TN": 39678551, + "TP": 44312, + "n_pred": 65027, + "n_ref": 49534 + }, + "9": { + "Dice": 0.1027533737886061, + "FN": 39360, + "FP": 266, + "IoU": 0.05415920754266619, + "TN": 39706905, + "TP": 2269, + "n_pred": 2535, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6684291496766291, + "FN": 29828, + "FP": 36769, + "IoU": 0.5019854178351094, + "TN": 101262883, + "TP": 67128, + "n_pred": 103897, + "n_ref": 96956 + }, + "10": { + "Dice": 0.4248850173630088, + "FN": 57125, + "FP": 11274, + "IoU": 0.2697485720386484, + "TN": 101302943, + "TP": 25266, + "n_pred": 36540, + "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": 0.08769437799043062, + "FN": 47599, + "FP": 1213, + "IoU": 0.04585793033347668, + "TN": 101345450, + "TP": 2346, + "n_pred": 3559, + "n_ref": 49945 + }, + "14": { + "Dice": 0.8060364587546854, + "FN": 56000, + "FP": 1542, + "IoU": 0.6750930249628747, + "TN": 101219505, + "TP": 119561, + "n_pred": 121103, + "n_ref": 175561 + }, + "15": { + "Dice": 0.7267294255094475, + "FN": 10701, + "FP": 1462, + "IoU": 0.5707580463015246, + "TN": 101368272, + "TP": 16173, + "n_pred": 17635, + "n_ref": 26874 + }, + "2": { + "Dice": 0.5405334798360297, + "FN": 111391, + "FP": 8204, + "IoU": 0.37036374070115774, + "TN": 101206665, + "TP": 70348, + "n_pred": 78552, + "n_ref": 181739 + }, + "3": { + "Dice": 0.0, + "FN": 167176, + "FP": 2690, + "IoU": 0.0, + "TN": 101226742, + "TP": 0, + "n_pred": 2690, + "n_ref": 167176 + }, + "4": { + "Dice": 0.0, + "FN": 10146, + "FP": 0, + "IoU": 0.0, + "TN": 101386462, + "TP": 0, + "n_pred": 0, + "n_ref": 10146 + }, + "5": { + "Dice": 0.22827992269315475, + "FN": 33437, + "FP": 903, + "IoU": 0.12884649534488446, + "TN": 101357189, + "TP": 5079, + "n_pred": 5982, + "n_ref": 38516 + }, + "6": { + "Dice": 0.7238698174619583, + "FN": 247943, + "FP": 959455, + "IoU": 0.5672382233153392, + "TN": 98606625, + "TP": 1582585, + "n_pred": 2542040, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.3547127310047917, + "FN": 354569, + "FP": 32735, + "IoU": 0.2155931901311179, + "TN": 100902854, + "TP": 106450, + "n_pred": 139185, + "n_ref": 461019 + }, + "8": { + "Dice": 0.7055792623545868, + "FN": 96323, + "FP": 36701, + "IoU": 0.5450926749196361, + "TN": 101104188, + "TP": 159396, + "n_pred": 196097, + "n_ref": 255719 + }, + "9": { + "Dice": 0.2942776138401898, + "FN": 71361, + "FP": 1821, + "IoU": 0.1725237449118046, + "TN": 101308168, + "TP": 15258, + "n_pred": 17079, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.28376974759397133, + "FN": 177927, + "FP": 19287, + "IoU": 0.16534479985779704, + "TN": 73647222, + "TP": 39068, + "n_pred": 58355, + "n_ref": 216995 + }, + "10": { + "Dice": 0.08665111118363085, + "FN": 65220, + "FP": 158682, + "IoU": 0.04528766901327375, + "TN": 73648981, + "TP": 10621, + "n_pred": 169303, + "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": 0.020520971721389256, + "FN": 60374, + "FP": 22200, + "IoU": 0.010366854828077997, + "TN": 73800065, + "TP": 865, + "n_pred": 23065, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6241410911756919, + "FN": 24524, + "FP": 67755, + "IoU": 0.45363742399213725, + "TN": 73714607, + "TP": 76618, + "n_pred": 144373, + "n_ref": 101142 + }, + "15": { + "Dice": 0.06897205769512627, + "FN": 214175, + "FP": 1803, + "IoU": 0.03571779371188242, + "TN": 73659526, + "TP": 8000, + "n_pred": 9803, + "n_ref": 222175 + }, + "2": { + "Dice": 0.0722856565899904, + "FN": 180848, + "FP": 81017, + "IoU": 0.037498116272829854, + "TN": 73611437, + "TP": 10202, + "n_pred": 91219, + "n_ref": 191050 + }, + "3": { + "Dice": 0.5914281742637895, + "FN": 62019, + "FP": 111394, + "IoU": 0.4198778957932592, + "TN": 73584579, + "TP": 125512, + "n_pred": 236906, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 328, + "IoU": 0.0, + "TN": 73835288, + "TP": 0, + "n_pred": 328, + "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": 0.5330114192990273, + "FN": 575635, + "FP": 1396879, + "IoU": 0.36333712907590454, + "TN": 70785296, + "TP": 1125694, + "n_pred": 2522573, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.20588393120656812, + "FN": 126558, + "FP": 228612, + "IoU": 0.11475507899833255, + "TN": 73482293, + "TP": 46041, + "n_pred": 274653, + "n_ref": 172599 + }, + "8": { + "Dice": 0.5478445270741343, + "FN": 41729, + "FP": 20531, + "IoU": 0.3772629978595291, + "TN": 73783526, + "TP": 37718, + "n_pred": 58249, + "n_ref": 79447 + }, + "9": { + "Dice": 0.5119477178711719, + "FN": 53363, + "FP": 16836, + "IoU": 0.3440387975742172, + "TN": 73776487, + "TP": 36818, + "n_pred": 53654, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6873909762343655, + "FN": 76217, + "FP": 24857, + "IoU": 0.5236829579781243, + "TN": 69283577, + "TP": 111125, + "n_pred": 135982, + "n_ref": 187342 + }, + "10": { + "Dice": 0.35338090864127747, + "FN": 42466, + "FP": 49050, + "IoU": 0.2146099911605434, + "TN": 69379253, + "TP": 25007, + "n_pred": 74057, + "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": 0.3182805211516809, + "FN": 61988, + "FP": 5824, + "IoU": 0.1892589847205949, + "TN": 69412134, + "TP": 15830, + "n_pred": 21654, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7324144674073315, + "FN": 58148, + "FP": 9724, + "IoU": 0.5778027979770961, + "TN": 69335017, + "TP": 92887, + "n_pred": 102611, + "n_ref": 151035 + }, + "15": { + "Dice": 0.3476793545608746, + "FN": 74216, + "FP": 7, + "IoU": 0.21041881642075252, + "TN": 69401773, + "TP": 19780, + "n_pred": 19787, + "n_ref": 93996 + }, + "2": { + "Dice": 0.638680353066906, + "FN": 53335, + "FP": 56207, + "IoU": 0.4691626647024332, + "TN": 69289419, + "TP": 96815, + "n_pred": 153022, + "n_ref": 150150 + }, + "3": { + "Dice": 0.5628759130656508, + "FN": 97514, + "FP": 19060, + "IoU": 0.39166827567852464, + "TN": 69304147, + "TP": 75055, + "n_pred": 94115, + "n_ref": 172569 + }, + "4": { + "Dice": 0.0, + "FN": 37119, + "FP": 0, + "IoU": 0.0, + "TN": 69458657, + "TP": 0, + "n_pred": 0, + "n_ref": 37119 + }, + "5": { + "Dice": 0.48479774725065644, + "FN": 12723, + "FP": 816, + "IoU": 0.3199557988849264, + "TN": 69475867, + "TP": 6370, + "n_pred": 7186, + "n_ref": 19093 + }, + "6": { + "Dice": 0.8141456260714277, + "FN": 197551, + "FP": 374122, + "IoU": 0.686547727925711, + "TN": 67671980, + "TP": 1252123, + "n_pred": 1626245, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.6080457250186193, + "FN": 117459, + "FP": 134626, + "IoU": 0.4368288067700735, + "TN": 69048159, + "TP": 195532, + "n_pred": 330158, + "n_ref": 312991 + }, + "8": { + "Dice": 0.6854151525684372, + "FN": 23611, + "FP": 36123, + "IoU": 0.5213928594320877, + "TN": 69370968, + "TP": 65074, + "n_pred": 101197, + "n_ref": 88685 + }, + "9": { + "Dice": 0.13804412641621944, + "FN": 74350, + "FP": 816, + "IoU": 0.07413931144915933, + "TN": 69414591, + "TP": 6019, + "n_pred": 6835, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6714031349426428, + "FN": 87403, + "FP": 25171, + "IoU": 0.5053475230905783, + "TN": 50605970, + "TP": 115008, + "n_pred": 140179, + "n_ref": 202411 + }, + "10": { + "Dice": 0.5088096767918511, + "FN": 32682, + "FP": 50645, + "IoU": 0.3412104202079298, + "TN": 50707067, + "TP": 43158, + "n_pred": 93803, + "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": 0.08250432354387802, + "FN": 45663, + "FP": 12164, + "IoU": 0.04302712363678488, + "TN": 50773125, + "TP": 2600, + "n_pred": 14764, + "n_ref": 48263 + }, + "14": { + "Dice": 0.30132259919493964, + "FN": 40257, + "FP": 8343, + "IoU": 0.17738659444820581, + "TN": 50774472, + "TP": 10480, + "n_pred": 18823, + "n_ref": 50737 + }, + "15": { + "Dice": 0.0, + "FN": 34756, + "FP": 0, + "IoU": 0.0, + "TN": 50798796, + "TP": 0, + "n_pred": 0, + "n_ref": 34756 + }, + "2": { + "Dice": 0.7113258713850682, + "FN": 37113, + "FP": 104891, + "IoU": 0.5519827360463906, + "TN": 50516591, + "TP": 174957, + "n_pred": 279848, + "n_ref": 212070 + }, + "3": { + "Dice": 0.05347184358290049, + "FN": 197545, + "FP": 357, + "IoU": 0.027470367385450042, + "TN": 50630060, + "TP": 5590, + "n_pred": 5947, + "n_ref": 203135 + }, + "4": { + "Dice": 0.0, + "FN": 17965, + "FP": 0, + "IoU": 0.0, + "TN": 50815587, + "TP": 0, + "n_pred": 0, + "n_ref": 17965 + }, + "5": { + "Dice": 0.28695868591338974, + "FN": 10538, + "FP": 922, + "IoU": 0.16751416533488306, + "TN": 50819786, + "TP": 2306, + "n_pred": 3228, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8343537622888495, + "FN": 251384, + "FP": 520901, + "IoU": 0.715786432706356, + "TN": 48116282, + "TP": 1944985, + "n_pred": 2465886, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.4499367244320877, + "FN": 88459, + "FP": 253616, + "IoU": 0.29026990802503844, + "TN": 50351573, + "TP": 139904, + "n_pred": 393520, + "n_ref": 228363 + }, + "8": { + "Dice": 0.7594940124203492, + "FN": 18477, + "FP": 35006, + "IoU": 0.6122453418400639, + "TN": 50695622, + "TP": 84447, + "n_pred": 119453, + "n_ref": 102924 + }, + "9": { + "Dice": 0.129359830538622, + "FN": 107118, + "FP": 568, + "IoU": 0.06915270646404924, + "TN": 50717866, + "TP": 8000, + "n_pred": 8568, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7137832174273476, + "FN": 87966, + "FP": 11468, + "IoU": 0.5549478339099726, + "TN": 76661439, + "TP": 123987, + "n_pred": 135455, + "n_ref": 211953 + }, + "10": { + "Dice": 0.4483404297394002, + "FN": 28684, + "FP": 60585, + "IoU": 0.2889425221436309, + "TN": 76759316, + "TP": 36275, + "n_pred": 96860, + "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": 0.2569389903581037, + "FN": 35095, + "FP": 9372, + "IoU": 0.14740676828683733, + "TN": 76832705, + "TP": 7688, + "n_pred": 17060, + "n_ref": 42783 + }, + "14": { + "Dice": 0.7483358246674338, + "FN": 11922, + "FP": 34882, + "IoU": 0.5978726877507711, + "TN": 76768469, + "TP": 69587, + "n_pred": 104469, + "n_ref": 81509 + }, + "15": { + "Dice": 0.2153314580610866, + "FN": 35154, + "FP": 273, + "IoU": 0.12065627482128674, + "TN": 76844572, + "TP": 4861, + "n_pred": 5134, + "n_ref": 40015 + }, + "2": { + "Dice": 0.5540714423985698, + "FN": 55239, + "FP": 23083, + "IoU": 0.3831942038116239, + "TN": 76757880, + "TP": 48658, + "n_pred": 71741, + "n_ref": 103897 + }, + "3": { + "Dice": 0.5538166878374087, + "FN": 41603, + "FP": 48319, + "IoU": 0.3829505451900445, + "TN": 76739131, + "TP": 55807, + "n_pred": 104126, + "n_ref": 97410 + }, + "4": { + "Dice": 0.0, + "FN": 24882, + "FP": 612, + "IoU": 0.0, + "TN": 76859366, + "TP": 0, + "n_pred": 612, + "n_ref": 24882 + }, + "5": { + "Dice": 0.323600209314495, + "FN": 12663, + "FP": 263, + "IoU": 0.19303283805718566, + "TN": 76868842, + "TP": 3092, + "n_pred": 3355, + "n_ref": 15755 + }, + "6": { + "Dice": 0.8442362982628691, + "FN": 57652, + "FP": 338435, + "IoU": 0.7304575295053553, + "TN": 75415381, + "TP": 1073392, + "n_pred": 1411827, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.3967934206973895, + "FN": 75179, + "FP": 186226, + "IoU": 0.2474998704596093, + "TN": 76537478, + "TP": 85977, + "n_pred": 272203, + "n_ref": 161156 + }, + "8": { + "Dice": 0.8230064948416203, + "FN": 9259, + "FP": 20009, + "IoU": 0.6992447207521965, + "TN": 76787545, + "TP": 68047, + "n_pred": 88056, + "n_ref": 77306 + }, + "9": { + "Dice": 0.33214185526708717, + "FN": 73415, + "FP": 388, + "IoU": 0.1991427486300255, + "TN": 76792705, + "TP": 18352, + "n_pred": 18740, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2917090083089246, + "FN": 92853, + "FP": 61184, + "IoU": 0.17076072503324236, + "TN": 130814175, + "TP": 31720, + "n_pred": 92904, + "n_ref": 124573 + }, + "10": { + "Dice": 0.4517974987309059, + "FN": 18403, + "FP": 76629, + "IoU": 0.29182067485394064, + "TN": 130865740, + "TP": 39160, + "n_pred": 115789, + "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": 0.09745144020176098, + "FN": 74012, + "FP": 7582, + "IoU": 0.051221525831695716, + "TN": 130913933, + "TP": 4405, + "n_pred": 11987, + "n_ref": 78417 + }, + "14": { + "Dice": 0.027090726898657526, + "FN": 932648, + "FP": 35351, + "IoU": 0.013731359707216478, + "TN": 130018456, + "TP": 13477, + "n_pred": 48828, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 174, + "IoU": 0.0, + "TN": 130974448, + "TP": 0, + "n_pred": 174, + "n_ref": 25310 + }, + "2": { + "Dice": 0.45241526220161643, + "FN": 153866, + "FP": 3454, + "IoU": 0.29233634265819197, + "TN": 130777623, + "TP": 64989, + "n_pred": 68443, + "n_ref": 218855 + }, + "3": { + "Dice": 0.5801589231103889, + "FN": 124351, + "FP": 105326, + "IoU": 0.4086083524089328, + "TN": 130611565, + "TP": 158690, + "n_pred": 264016, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 785, + "IoU": 0.0, + "TN": 130996867, + "TP": 0, + "n_pred": 785, + "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": 0.8208190998768337, + "FN": 154807, + "FP": 420707, + "IoU": 0.6960926010513726, + "TN": 129106217, + "TP": 1318201, + "n_pred": 1738908, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.27586948616965157, + "FN": 150201, + "FP": 132585, + "IoU": 0.16000499031640983, + "TN": 130663280, + "TP": 53866, + "n_pred": 186451, + "n_ref": 204067 + }, + "8": { + "Dice": 0.6213583172172074, + "FN": 66102, + "FP": 6927, + "IoU": 0.4507032719067319, + "TN": 130866982, + "TP": 59921, + "n_pred": 66848, + "n_ref": 126023 + }, + "9": { + "Dice": 0.37151588110010186, + "FN": 41171, + "FP": 13125, + "IoU": 0.2281360172864779, + "TN": 130929588, + "TP": 16048, + "n_pred": 29173, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1953753211582529, + "FN": 50383, + "FP": 7554, + "IoU": 0.108263686875683, + "TN": 74361727, + "TP": 7034, + "n_pred": 14588, + "n_ref": 57417 + }, + "10": { + "Dice": 0.5306479717955992, + "FN": 46038, + "FP": 11873, + "IoU": 0.3611442061600918, + "TN": 74336050, + "TP": 32737, + "n_pred": 44610, + "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": 0.06591039763445375, + "FN": 99716, + "FP": 2635, + "IoU": 0.03407825446858308, + "TN": 74320736, + "TP": 3611, + "n_pred": 6246, + "n_ref": 103327 + }, + "14": { + "Dice": 0.7234927000720981, + "FN": 42449, + "FP": 55731, + "IoU": 0.5667752155533787, + "TN": 74200072, + "TP": 128446, + "n_pred": 184177, + "n_ref": 170895 + }, + "15": { + "Dice": 0.42570679515340465, + "FN": 16210, + "FP": 0, + "IoU": 0.27041137816185074, + "TN": 74404480, + "TP": 6008, + "n_pred": 6008, + "n_ref": 22218 + }, + "2": { + "Dice": 0.5521009525505208, + "FN": 44332, + "FP": 76418, + "IoU": 0.38131177275312417, + "TN": 74231527, + "TP": 74421, + "n_pred": 150839, + "n_ref": 118753 + }, + "3": { + "Dice": 0.3680020682746065, + "FN": 97031, + "FP": 20307, + "IoU": 0.2254917491749175, + "TN": 74275198, + "TP": 34162, + "n_pred": 54469, + "n_ref": 131193 + }, + "4": { + "Dice": 0.0, + "FN": 30460, + "FP": 171, + "IoU": 0.0, + "TN": 74396067, + "TP": 0, + "n_pred": 171, + "n_ref": 30460 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 118, + "IoU": 0.0, + "TN": 74426580, + "TP": 0, + "n_pred": 118, + "n_ref": 0 + }, + "6": { + "Dice": 0.8633933025970261, + "FN": 40464, + "FP": 227597, + "IoU": 0.7596236275659719, + "TN": 73311526, + "TP": 847111, + "n_pred": 1074708, + "n_ref": 887575 + }, + "7": { + "Dice": 0.5015231862800407, + "FN": 74948, + "FP": 75264, + "IoU": 0.3346886529628793, + "TN": 74200921, + "TP": 75565, + "n_pred": 150829, + "n_ref": 150513 + }, + "8": { + "Dice": 0.7189404356951581, + "FN": 18398, + "FP": 1019, + "IoU": 0.5612076563241508, + "TN": 74382447, + "TP": 24834, + "n_pred": 25853, + "n_ref": 43232 + }, + "9": { + "Dice": 0.5793377840717513, + "FN": 16590, + "FP": 8362, + "IoU": 0.40779418047182797, + "TN": 74384564, + "TP": 17182, + "n_pred": 25544, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8710914646037834, + "FN": 26501, + "FP": 7210, + "IoU": 0.7716227110445698, + "TN": 106499077, + "TP": 113900, + "n_pred": 121110, + "n_ref": 140401 + }, + "10": { + "Dice": 0.5655377166283929, + "FN": 42578, + "FP": 44639, + "IoU": 0.39425067022266674, + "TN": 106502706, + "TP": 56765, + "n_pred": 101404, + "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": 0.13907518531591953, + "FN": 37594, + "FP": 3869, + "IoU": 0.07473444613050076, + "TN": 106601876, + "TP": 3349, + "n_pred": 7218, + "n_ref": 40943 + }, + "14": { + "Dice": 0.7616812310959297, + "FN": 15735, + "FP": 18382, + "IoU": 0.6150930198449858, + "TN": 106558051, + "TP": 54520, + "n_pred": 72902, + "n_ref": 70255 + }, + "15": { + "Dice": 0.4414760025391218, + "FN": 18563, + "FP": 1674, + "IoU": 0.28326545068177794, + "TN": 106618453, + "TP": 7998, + "n_pred": 9672, + "n_ref": 26561 + }, + "2": { + "Dice": 0.00037468419475013916, + "FN": 186638, + "FP": 116, + "IoU": 0.00018737720101290762, + "TN": 106459899, + "TP": 35, + "n_pred": 151, + "n_ref": 186673 + }, + "3": { + "Dice": 0.582311414920082, + "FN": 17771, + "FP": 172629, + "IoU": 0.41074705760380786, + "TN": 106323567, + "TP": 132721, + "n_pred": 305350, + "n_ref": 150492 + }, + "4": { + "Dice": 0.0, + "FN": 10083, + "FP": 0, + "IoU": 0.0, + "TN": 106636605, + "TP": 0, + "n_pred": 0, + "n_ref": 10083 + }, + "5": { + "Dice": 0.2539308176100629, + "FN": 3796, + "FP": 0, + "IoU": 0.1454299864925709, + "TN": 106642246, + "TP": 646, + "n_pred": 646, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9384463310614214, + "FN": 95365, + "FP": 59067, + "IoU": 0.8840309807414172, + "TN": 105315022, + "TP": 1177234, + "n_pred": 1236301, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.3944201397391859, + "FN": 247451, + "FP": 27042, + "IoU": 0.24565588389674703, + "TN": 106282805, + "TP": 89390, + "n_pred": 116432, + "n_ref": 336841 + }, + "8": { + "Dice": 0.7295322219127575, + "FN": 16025, + "FP": 24761, + "IoU": 0.5742233171872391, + "TN": 106550896, + "TP": 55006, + "n_pred": 79767, + "n_ref": 71031 + }, + "9": { + "Dice": 0.2138940243787798, + "FN": 74845, + "FP": 416, + "IoU": 0.11975438596491228, + "TN": 106561188, + "TP": 10239, + "n_pred": 10655, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6494135045205526, + "FN": 77456, + "FP": 5992, + "IoU": 0.48083814453513835, + "TN": 107966192, + "TP": 77288, + "n_pred": 83280, + "n_ref": 154744 + }, + "10": { + "Dice": 0.7442975400317484, + "FN": 11279, + "FP": 36723, + "IoU": 0.5927339985067536, + "TN": 108009064, + "TP": 69862, + "n_pred": 106585, + "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": 0.33662474040985857, + "FN": 60240, + "FP": 7480, + "IoU": 0.2023745023674354, + "TN": 108042026, + "TP": 17182, + "n_pred": 24662, + "n_ref": 77422 + }, + "14": { + "Dice": 0.5635798478582372, + "FN": 8073, + "FP": 41208, + "IoU": 0.3923502792813899, + "TN": 108045827, + "TP": 31820, + "n_pred": 73028, + "n_ref": 39893 + }, + "15": { + "Dice": 0.29069437640203183, + "FN": 21594, + "FP": 5915, + "IoU": 0.17006576962529416, + "TN": 108093782, + "TP": 5637, + "n_pred": 11552, + "n_ref": 27231 + }, + "2": { + "Dice": 0.5969653813618306, + "FN": 106773, + "FP": 6144, + "IoU": 0.4254815764569405, + "TN": 107930386, + "TP": 83625, + "n_pred": 89769, + "n_ref": 190398 + }, + "3": { + "Dice": 0.7626501560643675, + "FN": 21136, + "FP": 90342, + "IoU": 0.6163577421552905, + "TN": 107836350, + "TP": 179100, + "n_pred": 269442, + "n_ref": 200236 + }, + "4": { + "Dice": 0.0, + "FN": 33309, + "FP": 0, + "IoU": 0.0, + "TN": 108093619, + "TP": 0, + "n_pred": 0, + "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": 0.9138132602875512, + "FN": 107608, + "FP": 151152, + "IoU": 0.8413040105143146, + "TN": 106496389, + "TP": 1371779, + "n_pred": 1522931, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.5135957231081205, + "FN": 114298, + "FP": 154829, + "IoU": 0.34552895944437556, + "TN": 107715715, + "TP": 142086, + "n_pred": 296915, + "n_ref": 256384 + }, + "8": { + "Dice": 0.744483299167973, + "FN": 6127, + "FP": 19301, + "IoU": 0.5929696504033807, + "TN": 108064456, + "TP": 37044, + "n_pred": 56345, + "n_ref": 43171 + }, + "9": { + "Dice": 0.5897850653667184, + "FN": 35121, + "FP": 1905, + "IoU": 0.418223528117782, + "TN": 108063285, + "TP": 26617, + "n_pred": 28522, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.35324642715155574, + "FN": 90729, + "FP": 32907, + "IoU": 0.21451080050825921, + "TN": 62412760, + "TP": 33764, + "n_pred": 66671, + "n_ref": 124493 + }, + "10": { + "Dice": 0.5290579042033826, + "FN": 24143, + "FP": 38173, + "IoU": 0.3596728285329689, + "TN": 62472841, + "TP": 35003, + "n_pred": 73176, + "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": 0.5148227489461682, + "FN": 19359, + "FP": 22767, + "IoU": 0.34664061045970596, + "TN": 62505684, + "TP": 22350, + "n_pred": 45117, + "n_ref": 41709 + }, + "14": { + "Dice": 0.7849712607236745, + "FN": 125412, + "FP": 62, + "IoU": 0.6460515997269378, + "TN": 62215662, + "TP": 229024, + "n_pred": 229086, + "n_ref": 354436 + }, + "15": { + "Dice": 0.08409088590289043, + "FN": 87218, + "FP": 2553, + "IoU": 0.043890853320836705, + "TN": 62476268, + "TP": 4121, + "n_pred": 6674, + "n_ref": 91339 + }, + "2": { + "Dice": 0.39416870590996617, + "FN": 121669, + "FP": 17714, + "IoU": 0.24546084471054427, + "TN": 62385434, + "TP": 45343, + "n_pred": 63057, + "n_ref": 167012 + }, + "3": { + "Dice": 0.4721125723023091, + "FN": 102753, + "FP": 115094, + "IoU": 0.30899696125762066, + "TN": 62254898, + "TP": 97415, + "n_pred": 212509, + "n_ref": 200168 + }, + "4": { + "Dice": 0.08248122854016526, + "FN": 22387, + "FP": 1930, + "IoU": 0.04301456119637938, + "TN": 62544750, + "TP": 1093, + "n_pred": 3023, + "n_ref": 23480 + }, + "5": { + "Dice": 0.0, + "FN": 8175, + "FP": 122, + "IoU": 0.0, + "TN": 62561863, + "TP": 0, + "n_pred": 122, + "n_ref": 8175 + }, + "6": { + "Dice": 0.8757672993097413, + "FN": 100680, + "FP": 284279, + "IoU": 0.7789911277016188, + "TN": 60828334, + "TP": 1356867, + "n_pred": 1641146, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.46800315749360333, + "FN": 84236, + "FP": 150298, + "IoU": 0.3054857193621463, + "TN": 62232465, + "TP": 103161, + "n_pred": 253459, + "n_ref": 187397 + }, + "8": { + "Dice": 0.7080153070826625, + "FN": 19337, + "FP": 22552, + "IoU": 0.5480059562346239, + "TN": 62477484, + "TP": 50787, + "n_pred": 73339, + "n_ref": 70124 + }, + "9": { + "Dice": 0.4240770502607268, + "FN": 31257, + "FP": 18554, + "IoU": 0.2690975788701394, + "TN": 62502010, + "TP": 18339, + "n_pred": 36893, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6735282833169299, + "FN": 119204, + "FP": 37364, + "IoU": 0.5077592494781056, + "TN": 55063176, + "TP": 161504, + "n_pred": 198868, + "n_ref": 280708 + }, + "10": { + "Dice": 0.6194909798872682, + "FN": 17385, + "FP": 55320, + "IoU": 0.4487409867388486, + "TN": 55249359, + "TP": 59184, + "n_pred": 114504, + "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": 0.37767145881829983, + "FN": 38728, + "FP": 14473, + "IoU": 0.2327959160129211, + "TN": 55311904, + "TP": 16143, + "n_pred": 30616, + "n_ref": 54871 + }, + "14": { + "Dice": 0.7987366222918298, + "FN": 18687, + "FP": 19865, + "IoU": 0.6649138208272853, + "TN": 55266197, + "TP": 76499, + "n_pred": 96364, + "n_ref": 95186 + }, + "15": { + "Dice": 0.6202658920790973, + "FN": 46219, + "FP": 4766, + "IoU": 0.44955465587044535, + "TN": 55288623, + "TP": 41640, + "n_pred": 46406, + "n_ref": 87859 + }, + "2": { + "Dice": 0.4970303910012242, + "FN": 118837, + "FP": 36054, + "IoU": 0.330698896388416, + "TN": 55149826, + "TP": 76531, + "n_pred": 112585, + "n_ref": 195368 + }, + "3": { + "Dice": 0.6182345678683139, + "FN": 67966, + "FP": 75201, + "IoU": 0.44742367517079007, + "TN": 55122158, + "TP": 115923, + "n_pred": 191124, + "n_ref": 183889 + }, + "4": { + "Dice": 0.0, + "FN": 7409, + "FP": 0, + "IoU": 0.0, + "TN": 55373839, + "TP": 0, + "n_pred": 0, + "n_ref": 7409 + }, + "5": { + "Dice": 0.0, + "FN": 5640, + "FP": 3, + "IoU": 0.0, + "TN": 55375605, + "TP": 0, + "n_pred": 3, + "n_ref": 5640 + }, + "6": { + "Dice": 0.8808951914638089, + "FN": 163870, + "FP": 197120, + "IoU": 0.7871427097306779, + "TN": 53685323, + "TP": 1334935, + "n_pred": 1532055, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.618504202240341, + "FN": 54525, + "FP": 94406, + "IoU": 0.4477061770606581, + "TN": 55111589, + "TP": 120728, + "n_pred": 215134, + "n_ref": 175253 + }, + "8": { + "Dice": 0.8512849875575327, + "FN": 8396, + "FP": 5110, + "IoU": 0.7410758789923699, + "TN": 55329086, + "TP": 38656, + "n_pred": 43766, + "n_ref": 47052 + }, + "9": { + "Dice": 0.694425730739976, + "FN": 18962, + "FP": 9160, + "IoU": 0.5318929356148878, + "TN": 55321172, + "TP": 31954, + "n_pred": 41114, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6346952601311208, + "FN": 142119, + "FP": 26658, + "IoU": 0.46487442810172575, + "TN": 110831218, + "TP": 146620, + "n_pred": 173278, + "n_ref": 288739 + }, + "10": { + "Dice": 0.6187882068981074, + "FN": 27411, + "FP": 40187, + "IoU": 0.448003854288304, + "TN": 111024154, + "TP": 54863, + "n_pred": 95050, + "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": 0.20380441786736087, + "FN": 54687, + "FP": 7093, + "IoU": 0.11346449122504915, + "TN": 111076928, + "TP": 7907, + "n_pred": 15000, + "n_ref": 62594 + }, + "14": { + "Dice": 0.3227216348709468, + "FN": 32920, + "FP": 1481, + "IoU": 0.1924079160504261, + "TN": 111104018, + "TP": 8196, + "n_pred": 9677, + "n_ref": 41116 + }, + "15": { + "Dice": 0.518736433222895, + "FN": 16283, + "FP": 567, + "IoU": 0.3501986039875053, + "TN": 111120684, + "TP": 9081, + "n_pred": 9648, + "n_ref": 25364 + }, + "2": { + "Dice": 0.3612051335400417, + "FN": 120298, + "FP": 5581, + "IoU": 0.22040899744841083, + "TN": 110985147, + "TP": 35589, + "n_pred": 41170, + "n_ref": 155887 + }, + "3": { + "Dice": 0.750758866053518, + "FN": 46203, + "FP": 85501, + "IoU": 0.6009719386054742, + "TN": 110816553, + "TP": 198358, + "n_pred": 283859, + "n_ref": 244561 + }, + "4": { + "Dice": 0.0, + "FN": 18838, + "FP": 0, + "IoU": 0.0, + "TN": 111127777, + "TP": 0, + "n_pred": 0, + "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": 0.897827563802246, + "FN": 88330, + "FP": 256682, + "IoU": 0.8145980922001175, + "TN": 109285728, + "TP": 1515875, + "n_pred": 1772557, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.09979872935006275, + "FN": 352098, + "FP": 127811, + "IoU": 0.05252008347301441, + "TN": 110640104, + "TP": 26602, + "n_pred": 154413, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8238848268435074, + "FN": 7870, + "FP": 23202, + "IoU": 0.7005137299881447, + "TN": 111042864, + "TP": 72679, + "n_pred": 95881, + "n_ref": 80549 + }, + "9": { + "Dice": 0.31409513197717315, + "FN": 45424, + "FP": 129, + "IoU": 0.1863065573477663, + "TN": 111090632, + "TP": 10430, + "n_pred": 10559, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7678795731255007, + "FN": 46915, + "FP": 46961, + "IoU": 0.6232179553043925, + "TN": 96871873, + "TP": 155276, + "n_pred": 202237, + "n_ref": 202191 + }, + "10": { + "Dice": 0.48954361037106686, + "FN": 32230, + "FP": 55715, + "IoU": 0.3241031079959421, + "TN": 96990909, + "TP": 42171, + "n_pred": 97886, + "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": 0.20555590710624566, + "FN": 43250, + "FP": 19523, + "IoU": 0.114551301943747, + "TN": 97050131, + "TP": 8121, + "n_pred": 27644, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8534209926659859, + "FN": 32186, + "FP": 2550, + "IoU": 0.744319394657618, + "TN": 96985168, + "TP": 101121, + "n_pred": 103671, + "n_ref": 133307 + }, + "15": { + "Dice": 0.7418840685915287, + "FN": 28004, + "FP": 174, + "IoU": 0.5896786218746815, + "TN": 97052352, + "TP": 40495, + "n_pred": 40669, + "n_ref": 68499 + }, + "2": { + "Dice": 0.3851674526608096, + "FN": 127170, + "FP": 1247, + "IoU": 0.23851850973369465, + "TN": 96952384, + "TP": 40224, + "n_pred": 41471, + "n_ref": 167394 + }, + "3": { + "Dice": 0.7109412138319003, + "FN": 39630, + "FP": 106915, + "IoU": 0.5515196214947408, + "TN": 96794266, + "TP": 180214, + "n_pred": 287129, + "n_ref": 219844 + }, + "4": { + "Dice": 0.0, + "FN": 17233, + "FP": 0, + "IoU": 0.0, + "TN": 97103792, + "TP": 0, + "n_pred": 0, + "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": 0.8630249142883031, + "FN": 139886, + "FP": 319685, + "IoU": 0.7590534965399766, + "TN": 95213668, + "TP": 1447786, + "n_pred": 1767471, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.6568199041056113, + "FN": 141283, + "FP": 52541, + "IoU": 0.4890036013139787, + "TN": 96741719, + "TP": 185482, + "n_pred": 238023, + "n_ref": 326765 + }, + "8": { + "Dice": 0.7008431703204048, + "FN": 36729, + "FP": 17378, + "IoU": 0.539460020768432, + "TN": 97003539, + "TP": 63379, + "n_pred": 80757, + "n_ref": 100108 + }, + "9": { + "Dice": 0.4960782559422624, + "FN": 62177, + "FP": 5411, + "IoU": 0.32985642896803363, + "TN": 97020169, + "TP": 33268, + "n_pred": 38679, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7728648326842458, + "FN": 72510, + "FP": 742, + "IoU": 0.6298123085941842, + "TN": 78858527, + "TP": 124626, + "n_pred": 125368, + "n_ref": 197136 + }, + "10": { + "Dice": 0.5645674067063458, + "FN": 50659, + "FP": 14672, + "IoU": 0.39330819806099326, + "TN": 78948721, + "TP": 42353, + "n_pred": 57025, + "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": 0.49277010211962585, + "FN": 42506, + "FP": 4780, + "IoU": 0.32693758451355776, + "TN": 78986150, + "TP": 22969, + "n_pred": 27749, + "n_ref": 65475 + }, + "14": { + "Dice": 0.4886257953086019, + "FN": 4778, + "FP": 64504, + "IoU": 0.3232990174054033, + "TN": 78954023, + "TP": 33100, + "n_pred": 97604, + "n_ref": 37878 + }, + "15": { + "Dice": 0.07720315188841591, + "FN": 36401, + "FP": 14542, + "IoU": 0.04015148660361005, + "TN": 79003331, + "TP": 2131, + "n_pred": 16673, + "n_ref": 38532 + }, + "2": { + "Dice": 0.6448150236370733, + "FN": 23542, + "FP": 74732, + "IoU": 0.47581329108860193, + "TN": 78868926, + "TP": 89205, + "n_pred": 163937, + "n_ref": 112747 + }, + "3": { + "Dice": 0.4190036855336702, + "FN": 87046, + "FP": 8170, + "IoU": 0.2650250868390583, + "TN": 78926855, + "TP": 34334, + "n_pred": 42504, + "n_ref": 121380 + }, + "4": { + "Dice": 0.06589541878759833, + "FN": 8126, + "FP": 1967, + "IoU": 0.034070245956550865, + "TN": 79045956, + "TP": 356, + "n_pred": 2323, + "n_ref": 8482 + }, + "5": { + "Dice": 0.027059291683247114, + "FN": 4890, + "FP": 0, + "IoU": 0.01371520774505849, + "TN": 79051447, + "TP": 68, + "n_pred": 68, + "n_ref": 4958 + }, + "6": { + "Dice": 0.8991209375775537, + "FN": 106768, + "FP": 165173, + "IoU": 0.8167299826731822, + "TN": 77572578, + "TP": 1211886, + "n_pred": 1377059, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.5917254010747764, + "FN": 263323, + "FP": 27353, + "IoU": 0.42017757156620833, + "TN": 78555086, + "TP": 210643, + "n_pred": 237996, + "n_ref": 473966 + }, + "8": { + "Dice": 0.6295698547470353, + "FN": 9097, + "FP": 17298, + "IoU": 0.4593958013312852, + "TN": 79007580, + "TP": 22430, + "n_pred": 39728, + "n_ref": 31527 + }, + "9": { + "Dice": 0.6223243573824571, + "FN": 37711, + "FP": 3047, + "IoU": 0.4517205197879954, + "TN": 78982067, + "TP": 33580, + "n_pred": 36627, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8238959927529964, + "FN": 52430, + "FP": 24942, + "IoU": 0.7005298746337517, + "TN": 122453577, + "TP": 180991, + "n_pred": 205933, + "n_ref": 233421 + }, + "10": { + "Dice": 0.6244878681877349, + "FN": 29078, + "FP": 68717, + "IoU": 0.45400389698123533, + "TN": 122532827, + "TP": 81318, + "n_pred": 150035, + "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": 0.02914872474329248, + "FN": 52656, + "FP": 23550, + "IoU": 0.014789915966386555, + "TN": 122634590, + "TP": 1144, + "n_pred": 24694, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7899731330046691, + "FN": 31982, + "FP": 8277, + "IoU": 0.6528558617597351, + "TN": 122595968, + "TP": 75713, + "n_pred": 83990, + "n_ref": 107695 + }, + "15": { + "Dice": 0.7057975338106603, + "FN": 22699, + "FP": 969, + "IoU": 0.5453532598255791, + "TN": 122659882, + "TP": 28390, + "n_pred": 29359, + "n_ref": 51089 + }, + "2": { + "Dice": 0.0, + "FN": 136941, + "FP": 59635, + "IoU": 0.0, + "TN": 122515364, + "TP": 0, + "n_pred": 59635, + "n_ref": 136941 + }, + "3": { + "Dice": 0.622849907665514, + "FN": 21424, + "FP": 129298, + "IoU": 0.4522745277602134, + "TN": 122436762, + "TP": 124456, + "n_pred": 253754, + "n_ref": 145880 + }, + "4": { + "Dice": 0.001300980273508411, + "FN": 65432, + "FP": 586, + "IoU": 0.0006509135495980987, + "TN": 122645879, + "TP": 43, + "n_pred": 629, + "n_ref": 65475 + }, + "5": { + "Dice": 0.0, + "FN": 17209, + "FP": 138, + "IoU": 0.0, + "TN": 122694593, + "TP": 0, + "n_pred": 138, + "n_ref": 17209 + }, + "6": { + "Dice": 0.8561641738368092, + "FN": 117033, + "FP": 418479, + "IoU": 0.7485026734200757, + "TN": 120582645, + "TP": 1593783, + "n_pred": 2012262, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.3478658352181065, + "FN": 390809, + "FP": 266882, + "IoU": 0.21055543952390213, + "TN": 121878834, + "TP": 175415, + "n_pred": 442297, + "n_ref": 566224 + }, + "8": { + "Dice": 0.7875341307895751, + "FN": 35357, + "FP": 19190, + "IoU": 0.6495309689025958, + "TN": 122556300, + "TP": 101093, + "n_pred": 120283, + "n_ref": 136450 + }, + "9": { + "Dice": 0.4329498444907449, + "FN": 53239, + "FP": 3098, + "IoU": 0.27628333590257437, + "TN": 122634096, + "TP": 21507, + "n_pred": 24605, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_005/summary_cross_val.json b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_005/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..72a46988c3891a7873c1fd375c07b73aba032f26 --- /dev/null +++ b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_005/summary_cross_val.json @@ -0,0 +1,17220 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": NaN, + "FN": 1402.8730158730157, + "FP": 395.06349206349205, + "IoU": NaN, + "TN": 231136.9873015873, + "TP": 707.7428571428571, + "n_pred": 1102.8063492063493, + "n_ref": 2110.6158730158727 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 0.0, + "FP": 63.95238095238095, + "IoU": 0.0, + "TN": 233578.7142857143, + "TP": 0.0, + "n_pred": 63.95238095238095, + "n_ref": 0.0 + }, + "10": { + "Dice": 0.3603231504392956, + "FN": 1249.0, + "FP": 891.3809523809524, + "IoU": 0.28182234136761464, + "TN": 229478.95238095237, + "TP": 2023.3333333333333, + "n_pred": 2914.714285714286, + "n_ref": 3272.3333333333335 + }, + "11": { + "Dice": 0.0, + "FN": 168.28571428571428, + "FP": 0.0, + "IoU": 0.0, + "TN": 233474.38095238095, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 168.28571428571428 + }, + "12": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 233642.66666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.13701995886620708, + "FN": 1568.4761904761904, + "FP": 479.5238095238095, + "IoU": 0.0905752273332594, + "TN": 231062.0, + "TP": 532.6666666666666, + "n_pred": 1012.1904761904761, + "n_ref": 2101.1428571428573 + }, + "14": { + "Dice": 0.0, + "FN": 4443.857142857143, + "FP": 0.0, + "IoU": 0.0, + "TN": 229198.80952380953, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4443.857142857143 + }, + "15": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 233642.66666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.12431495982132, + "FN": 1021.3333333333334, + "FP": 258.3333333333333, + "IoU": 0.08642487332350318, + "TN": 231937.47619047618, + "TP": 425.5238095238095, + "n_pred": 683.8571428571429, + "n_ref": 1446.857142857143 + }, + "3": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1246.7619047619048, + "IoU": 0.0, + "TN": 232395.90476190476, + "TP": 0.0, + "n_pred": 1246.7619047619048, + "n_ref": 0.0 + }, + "4": { + "Dice": 0.0001740341106856944, + "FN": 673.1904761904761, + "FP": 15.761904761904763, + "IoU": 8.704735376044568e-05, + "TN": 232953.66666666666, + "TP": 0.047619047619047616, + "n_pred": 15.80952380952381, + "n_ref": 673.2380952380952 + }, + "5": { + "Dice": 0.0, + "FN": 364.7142857142857, + "FP": 30.047619047619047, + "IoU": 0.0, + "TN": 233247.90476190476, + "TP": 0.0, + "n_pred": 30.047619047619047, + "n_ref": 364.7142857142857 + }, + "6": { + "Dice": 0.43804092164979713, + "FN": 2549.1428571428573, + "FP": 1231.6666666666667, + "IoU": 0.3690279852085437, + "TN": 224492.19047619047, + "TP": 5369.666666666667, + "n_pred": 6601.333333333333, + "n_ref": 7918.809523809524 + }, + "7": { + "Dice": 0.1403120446330518, + "FN": 6197.428571428572, + "FP": 666.3809523809524, + "IoU": 0.09027714279770745, + "TN": 225012.38095238095, + "TP": 1766.4761904761904, + "n_pred": 2432.8571428571427, + "n_ref": 7963.9047619047615 + }, + "8": { + "Dice": 0.14607487992832527, + "FN": 1748.5238095238096, + "FP": 369.04761904761904, + "IoU": 0.08931816315852145, + "TN": 231278.42857142858, + "TP": 246.66666666666666, + "n_pred": 615.7142857142857, + "n_ref": 1995.1904761904761 + }, + "9": { + "Dice": 0.0876027977668593, + "FN": 1059.142857142857, + "FP": 673.0952380952381, + "IoU": 0.05186295520962391, + "TN": 231658.66666666666, + "TP": 251.76190476190476, + "n_pred": 924.8571428571429, + "n_ref": 1310.904761904762 + } + }, + "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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1184, + "IoU": 0.0, + "TN": 174048, + "TP": 0, + "n_pred": 1184, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 175220, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 3534, + "FP": 0, + "IoU": 0.0, + "TN": 171698, + "TP": 0, + "n_pred": 0, + "n_ref": 3534 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 936, + "FP": 0, + "IoU": 0.0, + "TN": 174296, + "TP": 0, + "n_pred": 0, + "n_ref": 936 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.12156166814551908, + "FN": 15840, + "FP": 0, + "IoU": 0.06471421823334908, + "TN": 158296, + "TP": 1096, + "n_pred": 1096, + "n_ref": 16936 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12883, + "IoU": 0.0, + "TN": 162349, + "TP": 0, + "n_pred": 12883, + "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": 631, + "IoU": 0.0, + "TN": 174601, + "TP": 0, + "n_pred": 631, + "n_ref": 0 + }, + "6": { + "Dice": 0.9425856922686747, + "FN": 4619, + "FP": 1267, + "IoU": 0.8914062211726504, + "TN": 121030, + "TP": 48316, + "n_pred": 49583, + "n_ref": 52935 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1648, + "IoU": 0.0, + "TN": 173584, + "TP": 0, + "n_pred": 1648, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.15677271236470974, + "FN": 2571, + "FP": 0, + "IoU": 0.08505338078291814, + "TN": 172422, + "TP": 239, + "n_pred": 239, + "n_ref": 2810 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.8822857142857143, + "FN": 53, + "FP": 50, + "IoU": 0.7893660531697342, + "TN": 174743, + "TP": 386, + "n_pred": 436, + "n_ref": 439 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.72646404744255, + "FN": 318, + "FP": 51, + "IoU": 0.570430733410943, + "TN": 349605, + "TP": 490, + "n_pred": 541, + "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": 0.003305785123966942, + "FN": 1513, + "FP": 296, + "IoU": 0.0016556291390728477, + "TN": 348652, + "TP": 3, + "n_pred": 299, + "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": 0.0, + "FN": 0, + "FP": 714, + "IoU": 0.0, + "TN": 349750, + "TP": 0, + "n_pred": 714, + "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": 0.7765950824774355, + "FN": 1715, + "FP": 1874, + "IoU": 0.6347817238221227, + "TN": 340637, + "TP": 6238, + "n_pred": 8112, + "n_ref": 7953 + }, + "7": { + "Dice": 0.08710462287104623, + "FN": 15304, + "FP": 3456, + "IoU": 0.04553548715339608, + "TN": 330809, + "TP": 895, + "n_pred": 4351, + "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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 504, + "IoU": 0.0, + "TN": 174728, + "TP": 0, + "n_pred": 504, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.7015245424903798, + "FN": 3527, + "FP": 6634, + "IoU": 0.5402678490634332, + "TN": 153130, + "TP": 11941, + "n_pred": 18575, + "n_ref": 15468 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.35960070463887256, + "FN": 1782, + "FP": 3671, + "IoU": 0.21921534936998854, + "TN": 168248, + "TP": 1531, + "n_pred": 5202, + "n_ref": 3313 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 831, + "IoU": 0.0, + "TN": 174401, + "TP": 0, + "n_pred": 831, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7296, + "IoU": 0.0, + "TN": 167936, + "TP": 0, + "n_pred": 7296, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 175139, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6609388961440649, + "FN": 304, + "FP": 9562, + "IoU": 0.4935838209629401, + "TN": 155750, + "TP": 9616, + "n_pred": 19178, + "n_ref": 9920 + }, + "7": { + "Dice": 0.35173994582204626, + "FN": 90186, + "FP": 33, + "IoU": 0.2134007585335019, + "TN": 60537, + "TP": 24476, + "n_pred": 24509, + "n_ref": 114662 + }, + "8": { + "Dice": 0.0, + "FN": 97, + "FP": 0, + "IoU": 0.0, + "TN": 175135, + "TP": 0, + "n_pred": 0, + "n_ref": 97 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 957, + "IoU": 0.0, + "TN": 174275, + "TP": 0, + "n_pred": 957, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.007669021190716448, + "FN": 3660, + "FP": 1257, + "IoU": 0.0038492706645056724, + "TN": 170296, + "TP": 19, + "n_pred": 1276, + "n_ref": 3679 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.023529411764705882, + "FN": 17320, + "FP": 1023, + "IoU": 0.011904761904761904, + "TN": 156668, + "TP": 221, + "n_pred": 1244, + "n_ref": 17541 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 34, + "IoU": 0.0, + "TN": 175198, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0006961364427427776, + "FN": 2686, + "FP": 185, + "IoU": 0.00034818941504178273, + "TN": 172360, + "TP": 1, + "n_pred": 186, + "n_ref": 2687 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 516, + "FP": 386, + "IoU": 0.0, + "TN": 174330, + "TP": 0, + "n_pred": 386, + "n_ref": 516 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 175152, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 13366, + "FP": 909, + "IoU": 0.0, + "TN": 160957, + "TP": 0, + "n_pred": 909, + "n_ref": 13366 + }, + "9": { + "Dice": 0.0, + "FN": 7505, + "FP": 2, + "IoU": 0.0, + "TN": 167725, + "TP": 0, + "n_pred": 2, + "n_ref": 7505 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 159, + "IoU": 0.0, + "TN": 350305, + "TP": 0, + "n_pred": 159, + "n_ref": 0 + }, + "10": { + "Dice": 0.7817724701445632, + "FN": 5027, + "FP": 1917, + "IoU": 0.6417294396863069, + "TN": 331082, + "TP": 12438, + "n_pred": 14355, + "n_ref": 17465 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 273, + "IoU": 0.0, + "TN": 350191, + "TP": 0, + "n_pred": 273, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.675302112158044, + "FN": 46297, + "FP": 52, + "IoU": 0.5097782055485631, + "TN": 255917, + "TP": 48198, + "n_pred": 48250, + "n_ref": 94495 + }, + "7": { + "Dice": 0.5433397437382701, + "FN": 18706, + "FP": 1003, + "IoU": 0.37300375389705415, + "TN": 319030, + "TP": 11725, + "n_pred": 12728, + "n_ref": 30431 + }, + "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": 29, + "IoU": 0.0, + "TN": 350435, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.665155122246155, + "FN": 13697, + "FP": 4025, + "IoU": 0.4983014381157287, + "TN": 139908, + "TP": 17602, + "n_pred": 21627, + "n_ref": 31299 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.572703810535904, + "FN": 11387, + "FP": 2686, + "IoU": 0.4012508509189925, + "TN": 151728, + "TP": 9431, + "n_pred": 12117, + "n_ref": 20818 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6243280907824009, + "FN": 5608, + "FP": 3827, + "IoU": 0.45383502170767004, + "TN": 157957, + "TP": 7840, + "n_pred": 11667, + "n_ref": 13448 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6003, + "IoU": 0.0, + "TN": 169229, + "TP": 0, + "n_pred": 6003, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 356, + "IoU": 0.0, + "TN": 174876, + "TP": 0, + "n_pred": 356, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 5950, + "FP": 8, + "IoU": 0.0, + "TN": 169274, + "TP": 0, + "n_pred": 8, + "n_ref": 5950 + }, + "8": { + "Dice": 0.4290508793126594, + "FN": 2336, + "FP": 6170, + "IoU": 0.2731157067168005, + "TN": 163530, + "TP": 3196, + "n_pred": 9366, + "n_ref": 5532 + }, + "9": { + "Dice": 0.368844074236446, + "FN": 9111, + "FP": 8165, + "IoU": 0.2261243504748253, + "TN": 152908, + "TP": 5048, + "n_pred": 13213, + "n_ref": 14159 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 4319, + "IoU": 0.0, + "TN": 346145, + "TP": 0, + "n_pred": 4319, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 2121, + "IoU": 0.0, + "TN": 348343, + "TP": 0, + "n_pred": 2121, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 19, + "IoU": 0.0, + "TN": 350445, + "TP": 0, + "n_pred": 19, + "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": 53, + "IoU": 0.0, + "TN": 350411, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 7659, + "FP": 0, + "IoU": 0.0, + "TN": 342805, + "TP": 0, + "n_pred": 0, + "n_ref": 7659 + }, + "6": { + "Dice": 0.004660797514241326, + "FN": 28, + "FP": 3816, + "IoU": 0.0023358422008824295, + "TN": 346611, + "TP": 9, + "n_pred": 3825, + "n_ref": 37 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7766, + "IoU": 0.0, + "TN": 342698, + "TP": 0, + "n_pred": 7766, + "n_ref": 0 + }, + "8": { + "Dice": 0.15524864040064165, + "FN": 20920, + "FP": 671, + "IoU": 0.08415694591728526, + "TN": 326889, + "TP": 1984, + "n_pred": 2655, + "n_ref": 22904 + }, + "9": { + "Dice": 0.0, + "FN": 3055, + "FP": 4982, + "IoU": 0.0, + "TN": 342427, + "TP": 0, + "n_pred": 4982, + "n_ref": 3055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0403.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": 93321, + "FP": 0, + "IoU": 0.0, + "TN": 257143, + "TP": 0, + "n_pred": 0, + "n_ref": 93321 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 8502, + "IoU": 0.0, + "TN": 341962, + "TP": 0, + "n_pred": 8502, + "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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.2087426939102786, + "FN": 1044.2666666666667, + "FP": 410.015873015873, + "IoU": 0.1606549762689997, + "TN": 222946.7396825397, + "TP": 897.2634920634919, + "n_pred": 1307.279365079365, + "n_ref": 1941.5301587301585 + }, + "mean": { + "1": { + "Dice": 0.31991774502074827, + "FN": 482.04761904761904, + "FP": 80.38095238095238, + "IoU": 0.24941520862597213, + "TN": 224180.90476190476, + "TP": 554.952380952381, + "n_pred": 635.3333333333334, + "n_ref": 1037.0 + }, + "10": { + "Dice": 0.054019916319879104, + "FN": 1435.1904761904761, + "FP": 436.5238095238095, + "IoU": 0.029391551923029724, + "TN": 223312.52380952382, + "TP": 114.04761904761905, + "n_pred": 550.5714285714286, + "n_ref": 1549.2380952380952 + }, + "11": { + "Dice": 0.0, + "FN": 30.19047619047619, + "FP": 0.0, + "IoU": 0.0, + "TN": 225268.09523809524, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 30.19047619047619 + }, + "12": { + "Dice": 0.0, + "FN": 18.047619047619047, + "FP": 0.0, + "IoU": 0.0, + "TN": 225280.2380952381, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 18.047619047619047 + }, + "13": { + "Dice": 0.1561967008521285, + "FN": 1190.8095238095239, + "FP": 32.857142857142854, + "IoU": 0.10577312959156068, + "TN": 224035.95238095237, + "TP": 38.666666666666664, + "n_pred": 71.52380952380952, + "n_ref": 1229.4761904761904 + }, + "14": { + "Dice": 0.534365857989536, + "FN": 1505.857142857143, + "FP": 310.0, + "IoU": 0.4459705835971776, + "TN": 219817.14285714287, + "TP": 3665.285714285714, + "n_pred": 3975.285714285714, + "n_ref": 5171.142857142857 + }, + "15": { + "Dice": 0.3525801222334166, + "FN": 577.8095238095239, + "FP": 1286.2857142857142, + "IoU": 0.24879912826745773, + "TN": 222420.7619047619, + "TP": 1013.4285714285714, + "n_pred": 2299.714285714286, + "n_ref": 1591.2380952380952 + }, + "2": { + "Dice": 0.10089130777725193, + "FN": 2334.9523809523807, + "FP": 506.95238095238096, + "IoU": 0.06319788928634953, + "TN": 221847.2857142857, + "TP": 609.0952380952381, + "n_pred": 1116.047619047619, + "n_ref": 2944.0476190476193 + }, + "3": { + "Dice": 0.013549149768118577, + "FN": 2439.7619047619046, + "FP": 919.6666666666666, + "IoU": 0.007111832370769892, + "TN": 221931.7619047619, + "TP": 7.095238095238095, + "n_pred": 926.7619047619048, + "n_ref": 2446.8571428571427 + }, + "4": { + "Dice": 0.0, + "FN": 656.3809523809524, + "FP": 0.0, + "IoU": 0.0, + "TN": 224641.90476190476, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 656.3809523809524 + }, + "5": { + "Dice": 0.0, + "FN": 10.238095238095237, + "FP": 0.0, + "IoU": 0.0, + "TN": 225288.04761904763, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 10.238095238095237 + }, + "6": { + "Dice": 0.5522286573061609, + "FN": 1566.7142857142858, + "FP": 1386.3333333333333, + "IoU": 0.4698569245540992, + "TN": 216734.85714285713, + "TP": 5610.380952380952, + "n_pred": 6996.714285714285, + "n_ref": 7177.0952380952385 + }, + "7": { + "Dice": 0.07712031717207513, + "FN": 2837.904761904762, + "FP": 991.047619047619, + "IoU": 0.04457626343004639, + "TN": 221196.04761904763, + "TP": 273.2857142857143, + "n_pred": 1264.3333333333333, + "n_ref": 3111.190476190476 + }, + "8": { + "Dice": 0.6940031921886672, + "FN": 330.4761904761905, + "FP": 49.57142857142857, + "IoU": 0.5675278454244035, + "TN": 223446.7619047619, + "TP": 1471.4761904761904, + "n_pred": 1521.047619047619, + "n_ref": 1801.952380952381 + }, + "9": { + "Dice": 0.2762674420261969, + "FN": 247.61904761904762, + "FP": 150.61904761904762, + "IoU": 0.1782042869641295, + "TN": 224798.80952380953, + "TP": 101.23809523809524, + "n_pred": 251.85714285714286, + "n_ref": 348.85714285714283 + } + }, + "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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.7907567293042154, + "FN": 394, + "FP": 4550, + "IoU": 0.6539269214615707, + "TN": 160946, + "TP": 9342, + "n_pred": 13892, + "n_ref": 9736 + }, + "15": { + "Dice": 0.6275087293153181, + "FN": 10476, + "FP": 14060, + "IoU": 0.4572041678649647, + "TN": 130029, + "TP": 20667, + "n_pred": 34727, + "n_ref": 31143 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3834095362508165, + "FN": 5358, + "FP": 306, + "IoU": 0.23717171717171717, + "TN": 167807, + "TP": 1761, + "n_pred": 2067, + "n_ref": 7119 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 848, + "IoU": 0.0, + "TN": 174384, + "TP": 0, + "n_pred": 848, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 187, + "IoU": 0.0, + "TN": 350277, + "TP": 0, + "n_pred": 187, + "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": 19, + "IoU": 0.0, + "TN": 350445, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 350453, + "TP": 0, + "n_pred": 11, + "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": 0.7911948689524111, + "FN": 12125, + "FP": 1060, + "IoU": 0.654526398532687, + "TN": 312299, + "TP": 24980, + "n_pred": 26040, + "n_ref": 37105 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9761, + "IoU": 0.0, + "TN": 340703, + "TP": 0, + "n_pred": 9761, + "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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 543, + "FP": 744, + "IoU": 0.0, + "TN": 173945, + "TP": 0, + "n_pred": 744, + "n_ref": 543 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1675, + "IoU": 0.0, + "TN": 173557, + "TP": 0, + "n_pred": 1675, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 634, + "FP": 0, + "IoU": 0.0, + "TN": 174598, + "TP": 0, + "n_pred": 0, + "n_ref": 634 + }, + "12": { + "Dice": 0.0, + "FN": 379, + "FP": 0, + "IoU": 0.0, + "TN": 174853, + "TP": 0, + "n_pred": 0, + "n_ref": 379 + }, + "13": { + "Dice": 0.5616797900262467, + "FN": 103, + "FP": 64, + "IoU": 0.3905109489051095, + "TN": 174958, + "TP": 107, + "n_pred": 171, + "n_ref": 210 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 35, + "IoU": 0.0, + "TN": 175197, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "3": { + "Dice": 0.09484404837683004, + "FN": 118, + "FP": 2726, + "IoU": 0.04978282659538924, + "TN": 172239, + "TP": 149, + "n_pred": 2875, + "n_ref": 267 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 215, + "FP": 0, + "IoU": 0.0, + "TN": 175017, + "TP": 0, + "n_pred": 0, + "n_ref": 215 + }, + "6": { + "Dice": 0.2298382264829239, + "FN": 6162, + "FP": 265, + "IoU": 0.1298402382886542, + "TN": 167846, + "TP": 959, + "n_pred": 1224, + "n_ref": 7121 + }, + "7": { + "Dice": 0.27076258104353196, + "FN": 4557, + "FP": 167, + "IoU": 0.156579182288877, + "TN": 169631, + "TP": 877, + "n_pred": 1044, + "n_ref": 5434 + }, + "8": { + "Dice": 0.8922798886508387, + "FN": 6398, + "FP": 993, + "IoU": 0.8055102363033525, + "TN": 137230, + "TP": 30611, + "n_pred": 31604, + "n_ref": 37009 + }, + "9": { + "Dice": 0.3057254030016676, + "FN": 5125, + "FP": 2369, + "IoU": 0.18044619422572178, + "TN": 166088, + "TP": 1650, + "n_pred": 4019, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 54, + "IoU": 0.0, + "TN": 175178, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 6805, + "IoU": 0.0, + "TN": 168427, + "TP": 0, + "n_pred": 6805, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 5503, + "IoU": 0.0, + "TN": 169729, + "TP": 0, + "n_pred": 5503, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1154, + "IoU": 0.0, + "TN": 174078, + "TP": 0, + "n_pred": 1154, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.8123408446643925, + "FN": 31229, + "FP": 17, + "IoU": 0.6839848293299621, + "TN": 76357, + "TP": 67629, + "n_pred": 67646, + "n_ref": 98858 + }, + "15": { + "Dice": 0.07765151515151515, + "FN": 1658, + "FP": 12952, + "IoU": 0.04039408866995074, + "TN": 160007, + "TP": 615, + "n_pred": 13567, + "n_ref": 2273 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8441538059115877, + "FN": 2669, + "FP": 310, + "IoU": 0.7303340273377388, + "TN": 339417, + "TP": 8068, + "n_pred": 8378, + "n_ref": 10737 + }, + "10": { + "Dice": 0.16205974895963732, + "FN": 23938, + "FP": 829, + "IoU": 0.08817465576908917, + "TN": 323302, + "TP": 2395, + "n_pred": 3224, + "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": 0.0, + "FN": 4389, + "FP": 154, + "IoU": 0.0, + "TN": 345921, + "TP": 0, + "n_pred": 154, + "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": 3679, + "IoU": 0.0, + "TN": 346785, + "TP": 0, + "n_pred": 3679, + "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": 0.9316693042729222, + "FN": 2687, + "FP": 724, + "IoU": 0.8720795049690606, + "TN": 323799, + "TP": 23254, + "n_pred": 23978, + "n_ref": 25941 + }, + "7": { + "Dice": 0.269079639160994, + "FN": 25055, + "FP": 1359, + "IoU": 0.15545466172144776, + "TN": 319188, + "TP": 4862, + "n_pred": 6221, + "n_ref": 29917 + }, + "8": { + "Dice": 0.49572649572649574, + "FN": 542, + "FP": 48, + "IoU": 0.32954545454545453, + "TN": 349584, + "TP": 290, + "n_pred": 338, + "n_ref": 832 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 6201, + "FP": 6663, + "IoU": 0.0, + "TN": 162368, + "TP": 0, + "n_pred": 6663, + "n_ref": 6201 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.06310701338226737, + "FN": 20515, + "FP": 418, + "IoU": 0.03258156946113319, + "TN": 153594, + "TP": 705, + "n_pred": 1123, + "n_ref": 21220 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 16, + "IoU": 0.0, + "TN": 175216, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 13784, + "FP": 0, + "IoU": 0.0, + "TN": 161448, + "TP": 0, + "n_pred": 0, + "n_ref": 13784 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8176140001422779, + "FN": 10493, + "FP": 2326, + "IoU": 0.6914949942241048, + "TN": 133680, + "TP": 28733, + "n_pred": 31059, + "n_ref": 39226 + }, + "7": { + "Dice": 0.0, + "FN": 29984, + "FP": 0, + "IoU": 0.0, + "TN": 145248, + "TP": 0, + "n_pred": 0, + "n_ref": 29984 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5230769230769231, + "FN": 75, + "FP": 793, + "IoU": 0.3541666666666667, + "TN": 173888, + "TP": 476, + "n_pred": 1269, + "n_ref": 551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6919431279620853, + "FN": 1553, + "FP": 72, + "IoU": 0.5289855072463768, + "TN": 522246, + "TP": 1825, + "n_pred": 1897, + "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": 11235, + "FP": 10583, + "IoU": 0.0, + "TN": 503878, + "TP": 0, + "n_pred": 10583, + "n_ref": 11235 + }, + "3": { + "Dice": 0.0, + "FN": 51117, + "FP": 2947, + "IoU": 0.0, + "TN": 471632, + "TP": 0, + "n_pred": 2947, + "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": 0.8882615709145055, + "FN": 748, + "FP": 2854, + "IoU": 0.7989843183213349, + "TN": 507777, + "TP": 14317, + "n_pred": 17171, + "n_ref": 15065 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 704, + "IoU": 0.0, + "TN": 524992, + "TP": 0, + "n_pred": 704, + "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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 1943, + "IoU": 0.0, + "TN": 173289, + "TP": 0, + "n_pred": 1943, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 175163, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4035652311090077, + "FN": 37799, + "FP": 9, + "IoU": 0.25279155714539814, + "TN": 124633, + "TP": 12791, + "n_pred": 12800, + "n_ref": 50590 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3129, + "IoU": 0.0, + "TN": 172103, + "TP": 0, + "n_pred": 3129, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7592512876842464, + "FN": 686, + "FP": 15533, + "IoU": 0.6119299420969517, + "TN": 133438, + "TP": 25575, + "n_pred": 41108, + "n_ref": 26261 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7667, + "IoU": 0.0, + "TN": 167565, + "TP": 0, + "n_pred": 7667, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": NaN, + "FN": 813.0603174603174, + "FP": 675.8507936507938, + "IoU": NaN, + "TN": 264304.9682539682, + "TP": 1226.311111111111, + "n_pred": 1902.161904761905, + "n_ref": 2039.3714285714289 + }, + "mean": { + "1": { + "Dice": 0.029308505753622063, + "FN": 5160.333333333333, + "FP": 981.2380952380952, + "IoU": 0.016600382500980258, + "TN": 260088.33333333334, + "TP": 790.2857142857143, + "n_pred": 1771.5238095238096, + "n_ref": 5950.619047619048 + }, + "10": { + "Dice": 0.34714802232977043, + "FN": 426.0, + "FP": 281.0952380952381, + "IoU": 0.2695580194724404, + "TN": 265345.8095238095, + "TP": 967.2857142857143, + "n_pred": 1248.3809523809523, + "n_ref": 1393.2857142857142 + }, + "11": { + "Dice": 0.0, + "FN": 6.9523809523809526, + "FP": 0.0, + "IoU": 0.0, + "TN": 267013.2380952381, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 6.9523809523809526 + }, + "12": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 267020.1904761905, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.17015218966766746, + "FN": 599.1428571428571, + "FP": 68.57142857142857, + "IoU": 0.10252011727278398, + "TN": 266195.95238095237, + "TP": 156.52380952380952, + "n_pred": 225.0952380952381, + "n_ref": 755.6666666666666 + }, + "14": { + "Dice": 0.40214035589933056, + "FN": 755.952380952381, + "FP": 527.0, + "IoU": 0.3448211475228244, + "TN": 262967.14285714284, + "TP": 2770.095238095238, + "n_pred": 3297.095238095238, + "n_ref": 3526.0476190476193 + }, + "15": { + "Dice": 0.029199744502235603, + "FN": 25.523809523809526, + "FP": 567.952380952381, + "IoU": 0.015268632503101441, + "TN": 266419.09523809527, + "TP": 7.619047619047619, + "n_pred": 575.5714285714286, + "n_ref": 33.142857142857146 + }, + "2": { + "Dice": 0.5778167161895973, + "FN": 339.3809523809524, + "FP": 92.47619047619048, + "IoU": 0.5164840967913195, + "TN": 265959.5238095238, + "TP": 628.8095238095239, + "n_pred": 721.2857142857143, + "n_ref": 968.1904761904761 + }, + "3": { + "Dice": 0.0, + "FN": 0.0, + "FP": 13.0, + "IoU": 0.0, + "TN": 267007.1904761905, + "TP": 0.0, + "n_pred": 13.0, + "n_ref": 0.0 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 22.857142857142858, + "IoU": 0.0, + "TN": 266997.3333333333, + "TP": 0.0, + "n_pred": 22.857142857142858, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.5411361410381978, + "FN": 34.0, + "FP": 144.47619047619048, + "IoU": 0.3709298422289359, + "TN": 266736.4761904762, + "TP": 105.23809523809524, + "n_pred": 249.71428571428572, + "n_ref": 139.23809523809524 + }, + "6": { + "Dice": 0.39127541131006277, + "FN": 2333.5714285714284, + "FP": 6543.714285714285, + "IoU": 0.352273707695671, + "TN": 246546.09523809524, + "TP": 11596.809523809523, + "n_pred": 18140.52380952381, + "n_ref": 13930.380952380952 + }, + "7": { + "Dice": 0.11860898405272587, + "FN": 1046.2380952380952, + "FP": 769.2857142857143, + "IoU": 0.0757372468272443, + "TN": 264588.61904761905, + "TP": 616.047619047619, + "n_pred": 1385.3333333333333, + "n_ref": 1662.2857142857142 + }, + "8": { + "Dice": 0.6352381467120899, + "FN": 1205.5714285714287, + "FP": 123.19047619047619, + "IoU": 0.4814172819690909, + "TN": 264968.4761904762, + "TP": 722.952380952381, + "n_pred": 846.1428571428571, + "n_ref": 1928.5238095238096 + }, + "9": { + "Dice": 0.06758338209479227, + "FN": 263.23809523809524, + "FP": 2.9047619047619047, + "IoU": 0.03760377665635683, + "TN": 266721.04761904763, + "TP": 33.0, + "n_pred": 35.904761904761905, + "n_ref": 296.23809523809524 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 175137, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.629044070133115, + "FN": 5410, + "FP": 3201, + "IoU": 0.4588360985419809, + "TN": 159320, + "TP": 7301, + "n_pred": 10502, + "n_ref": 12711 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 3118, + "IoU": 0.0, + "TN": 172114, + "TP": 0, + "n_pred": 3118, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0052.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": 0.6039107950872656, + "FN": 3034, + "FP": 1868, + "IoU": 0.4325732144924181, + "TN": 517057, + "TP": 3737, + "n_pred": 5605, + "n_ref": 6771 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 1278, + "IoU": 0.0, + "TN": 524418, + "TP": 0, + "n_pred": 1278, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.8376838478865775, + "FN": 1141, + "FP": 2534, + "IoU": 0.720702234382125, + "TN": 512538, + "TP": 9483, + "n_pred": 12017, + "n_ref": 10624 + }, + "7": { + "Dice": 0.20162337662337662, + "FN": 779, + "FP": 9057, + "IoU": 0.1121141000180538, + "TN": 514618, + "TP": 1242, + "n_pred": 10299, + "n_ref": 2021 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 138, + "FP": 0, + "IoU": 0.0, + "TN": 525558, + "TP": 0, + "n_pred": 0, + "n_ref": 138 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3068, + "IoU": 0.0, + "TN": 172164, + "TP": 0, + "n_pred": 3068, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 382, + "IoU": 0.0, + "TN": 174850, + "TP": 0, + "n_pred": 382, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 7922, + "IoU": 0.0, + "TN": 167310, + "TP": 0, + "n_pred": 7922, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2344680460289765, + "FN": 108367, + "FP": 4, + "IoU": 0.13280306000784206, + "TN": 50265, + "TP": 16596, + "n_pred": 16600, + "n_ref": 124963 + }, + "10": { + "Dice": 0.0, + "FN": 722, + "FP": 73, + "IoU": 0.0, + "TN": 174437, + "TP": 0, + "n_pred": 73, + "n_ref": 722 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1821, + "IoU": 0.0, + "TN": 173411, + "TP": 0, + "n_pred": 1821, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 191, + "IoU": 0.0, + "TN": 175041, + "TP": 0, + "n_pred": 191, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 480, + "IoU": 0.0, + "TN": 174752, + "TP": 0, + "n_pred": 480, + "n_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": 126642, + "IoU": 0.0, + "TN": 48590, + "TP": 0, + "n_pred": 126642, + "n_ref": 0 + }, + "7": { + "Dice": 0.5100305276929786, + "FN": 21192, + "FP": 1278, + "IoU": 0.34230938094541197, + "TN": 141067, + "TP": 11695, + "n_pred": 12973, + "n_ref": 32887 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 175222, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9599190088222533, + "FN": 9508, + "FP": 2963, + "IoU": 0.9229271729457135, + "TN": 13424, + "TP": 149337, + "n_pred": 152300, + "n_ref": 158845 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 458, + "IoU": 0.0, + "TN": 174774, + "TP": 0, + "n_pred": 458, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 578, + "IoU": 0.0, + "TN": 174654, + "TP": 0, + "n_pred": 578, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8816070599163958, + "FN": 7933, + "FP": 2263, + "IoU": 0.7882802441961876, + "TN": 127074, + "TP": 37962, + "n_pred": 40225, + "n_ref": 45895 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1208, + "IoU": 0.0, + "TN": 174024, + "TP": 0, + "n_pred": 1208, + "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": 82, + "IoU": 0.0, + "TN": 175150, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 412, + "IoU": 0.0, + "TN": 174820, + "TP": 0, + "n_pred": 412, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 526, + "IoU": 0.0, + "TN": 174706, + "TP": 0, + "n_pred": 526, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 1886, + "IoU": 0.0, + "TN": 348578, + "TP": 0, + "n_pred": 1886, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.9021910053464723, + "FN": 2532, + "FP": 267, + "IoU": 0.8218105423987777, + "TN": 159524, + "TP": 12909, + "n_pred": 13176, + "n_ref": 15441 + }, + "15": { + "Dice": 0.08759923350670681, + "FN": 536, + "FP": 2797, + "IoU": 0.045805897509304326, + "TN": 171739, + "TP": 160, + "n_pred": 2957, + "n_ref": 696 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.7846812942318161, + "FN": 5190, + "FP": 3907, + "IoU": 0.6456588633973435, + "TN": 324791, + "TP": 16576, + "n_pred": 20483, + "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": 0.3403043793353349, + "FN": 12582, + "FP": 162, + "IoU": 0.20504023454556797, + "TN": 334433, + "TP": 3287, + "n_pred": 3449, + "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": 0.9514925373134329, + "FN": 12, + "FP": 14, + "IoU": 0.9074733096085409, + "TN": 350183, + "TP": 255, + "n_pred": 269, + "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": 0.0, + "FN": 0, + "FP": 221, + "IoU": 0.0, + "TN": 350243, + "TP": 0, + "n_pred": 221, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.811965811965812, + "FN": 290, + "FP": 1382, + "IoU": 0.6834532374100719, + "TN": 345182, + "TP": 3610, + "n_pred": 4992, + "n_ref": 3900 + }, + "9": { + "Dice": 0.20275014628437682, + "FN": 5390, + "FP": 60, + "IoU": 0.11281132996907049, + "TN": 344321, + "TP": 693, + "n_pred": 753, + "n_ref": 6083 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3276, + "IoU": 0.0, + "TN": 347188, + "TP": 0, + "n_pred": 3276, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 350409, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.781957611255359, + "FN": 7115, + "FP": 107, + "IoU": 0.6419789807654174, + "TN": 330292, + "TP": 12950, + "n_pred": 13057, + "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": 0.7953130602001238, + "FN": 37614, + "FP": 66, + "IoU": 0.6601823543735289, + "TN": 239581, + "TP": 73203, + "n_pred": 73269, + "n_ref": 110817 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4465, + "IoU": 0.0, + "TN": 345999, + "TP": 0, + "n_pred": 4465, + "n_ref": 0 + }, + "8": { + "Dice": 0.6256410256410256, + "FN": 5, + "FP": 68, + "IoU": 0.4552238805970149, + "TN": 350330, + "TP": 61, + "n_pred": 129, + "n_ref": 66 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 882, + "IoU": 0.0, + "TN": 349582, + "TP": 0, + "n_pred": 882, + "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": 0.9285627848816103, + "FN": 742, + "FP": 1029, + "IoU": 0.8666516075596717, + "TN": 337183, + "TP": 11510, + "n_pred": 12539, + "n_ref": 12252 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 371, + "IoU": 0.0, + "TN": 350093, + "TP": 0, + "n_pred": 371, + "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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 15724, + "IoU": 0.0, + "TN": 334740, + "TP": 0, + "n_pred": 15724, + "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": 0.5411361410381978, + "FN": 714, + "FP": 3034, + "IoU": 0.3709298422289359, + "TN": 344506, + "TP": 2210, + "n_pred": 5244, + "n_ref": 2924 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 433, + "IoU": 0.0, + "TN": 350031, + "TP": 0, + "n_pred": 433, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.4681076025294321, + "FN": 25022, + "FP": 1137, + "IoU": 0.3055747279001858, + "TN": 312794, + "TP": 11511, + "n_pred": 12648, + "n_ref": 36533 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0388.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": NaN, + "FN": 1280.069841269841, + "FP": 649.5079365079364, + "IoU": NaN, + "TN": 213802.46031746033, + "TP": 1221.8666666666666, + "n_pred": 1871.3746031746034, + "n_ref": 2501.9365079365084 + }, + "mean": { + "1": { + "Dice": 0.31184515288771697, + "FN": 773.3333333333334, + "FP": 61.095238095238095, + "IoU": 0.2609157885930712, + "TN": 213385.04761904763, + "TP": 2734.4285714285716, + "n_pred": 2795.5238095238096, + "n_ref": 3507.7619047619046 + }, + "10": { + "Dice": 0.23224539367781571, + "FN": 1296.0, + "FP": 147.42857142857142, + "IoU": 0.1497466033033327, + "TN": 215004.0, + "TP": 506.4761904761905, + "n_pred": 653.9047619047619, + "n_ref": 1802.4761904761904 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 216953.90476190476, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 259.1904761904762, + "FP": 0.0, + "IoU": 0.0, + "TN": 216694.7142857143, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 259.1904761904762 + }, + "13": { + "Dice": 0.0024243823597321634, + "FN": 405.4761904761905, + "FP": 262.85714285714283, + "IoU": 0.0012210722176997325, + "TN": 216282.57142857142, + "TP": 3.0, + "n_pred": 265.85714285714283, + "n_ref": 408.4761904761905 + }, + "14": { + "Dice": 0.5747574443218562, + "FN": 285.3333333333333, + "FP": 544.1428571428571, + "IoU": 0.5114968907429587, + "TN": 213371.19047619047, + "TP": 2753.2380952380954, + "n_pred": 3297.3809523809523, + "n_ref": 3038.5714285714284 + }, + "15": { + "Dice": 0.0903703291505523, + "FN": 2217.8571428571427, + "FP": 28.142857142857142, + "IoU": 0.05227075219672342, + "TN": 214475.90476190476, + "TP": 232.0, + "n_pred": 260.14285714285717, + "n_ref": 2449.8571428571427 + }, + "2": { + "Dice": 0.10873008352398099, + "FN": 120.04761904761905, + "FP": 1121.6666666666667, + "IoU": 0.0877641556852204, + "TN": 215520.95238095237, + "TP": 191.23809523809524, + "n_pred": 1312.904761904762, + "n_ref": 311.2857142857143 + }, + "3": { + "Dice": 0.02148471636225811, + "FN": 8389.52380952381, + "FP": 53.523809523809526, + "IoU": 0.011184232073684713, + "TN": 208331.33333333334, + "TP": 179.52380952380952, + "n_pred": 233.04761904761904, + "n_ref": 8569.047619047618 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 425.5238095238095, + "IoU": 0.0, + "TN": 216528.38095238095, + "TP": 0.0, + "n_pred": 425.5238095238095, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.0, + "FN": 272.3809523809524, + "FP": 5.476190476190476, + "IoU": 0.0, + "TN": 216676.04761904763, + "TP": 0.0, + "n_pred": 5.476190476190476, + "n_ref": 272.3809523809524 + }, + "6": { + "Dice": 0.2183835010266714, + "FN": 1067.2380952380952, + "FP": 3304.5238095238096, + "IoU": 0.20226098908039555, + "TN": 204283.95238095237, + "TP": 8298.190476190477, + "n_pred": 11602.714285714286, + "n_ref": 9365.42857142857 + }, + "7": { + "Dice": 0.23651541653836355, + "FN": 3376.9523809523807, + "FP": 3449.4761904761904, + "IoU": 0.15470836851920217, + "TN": 208259.09523809524, + "TP": 1868.3809523809523, + "n_pred": 5317.857142857143, + "n_ref": 5245.333333333333 + }, + "8": { + "Dice": 0.7126374992816449, + "FN": 597.8095238095239, + "FP": 62.76190476190476, + "IoU": 0.6057748904490604, + "TN": 214958.33333333334, + "TP": 1335.0, + "n_pred": 1397.7619047619048, + "n_ref": 1932.8095238095239 + }, + "9": { + "Dice": 0.26081473765009044, + "FN": 139.9047619047619, + "FP": 276.0, + "IoU": 0.17642041240172082, + "TN": 216311.47619047618, + "TP": 226.52380952380952, + "n_pred": 502.5238095238095, + "n_ref": 366.42857142857144 + } + }, + "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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0, + "FP": 4, + "IoU": 0.0, + "TN": 525692, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 6841, + "IoU": 0.0, + "TN": 518855, + "TP": 0, + "n_pred": 6841, + "n_ref": 0 + }, + "3": { + "Dice": 0.03420405294599976, + "FN": 8125, + "FP": 120, + "IoU": 0.01739959480395662, + "TN": 517305, + "TP": 146, + "n_pred": 266, + "n_ref": 8271 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 1031, + "IoU": 0.0, + "TN": 524665, + "TP": 0, + "n_pred": 1031, + "n_ref": 0 + }, + "8": { + "Dice": 0.851063829787234, + "FN": 31, + "FP": 368, + "IoU": 0.7407407407407407, + "TN": 524157, + "TP": 1140, + "n_pred": 1508, + "n_ref": 1171 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 525687, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.7784214092140921, + "FN": 3124, + "FP": 9958, + "IoU": 0.6372258118188625, + "TN": 139171, + "TP": 22979, + "n_pred": 32937, + "n_ref": 26103 + }, + "15": { + "Dice": 0.0, + "FN": 17721, + "FP": 0, + "IoU": 0.0, + "TN": 157511, + "TP": 0, + "n_pred": 0, + "n_ref": 17721 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 5638, + "FP": 0, + "IoU": 0.0, + "TN": 169594, + "TP": 0, + "n_pred": 0, + "n_ref": 5638 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 540, + "FP": 0, + "IoU": 0.0, + "TN": 174692, + "TP": 0, + "n_pred": 0, + "n_ref": 540 + }, + "8": { + "Dice": 0.7248600223964166, + "FN": 9227, + "FP": 601, + "IoU": 0.568455255993677, + "TN": 152458, + "TP": 12946, + "n_pred": 13547, + "n_ref": 22173 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8897823717842872, + "FN": 12200, + "FP": 1150, + "IoU": 0.8014486071656974, + "TN": 107995, + "TP": 53887, + "n_pred": 55037, + "n_ref": 66087 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 348, + "IoU": 0.0, + "TN": 174884, + "TP": 0, + "n_pred": 348, + "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": 1233, + "IoU": 0.0, + "TN": 173999, + "TP": 0, + "n_pred": 1233, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 175220, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 19514, + "IoU": 0.0, + "TN": 155718, + "TP": 0, + "n_pred": 19514, + "n_ref": 0 + }, + "7": { + "Dice": 0.6269038523031354, + "FN": 22122, + "FP": 47, + "IoU": 0.4565622395450311, + "TN": 134438, + "TP": 18625, + "n_pred": 18672, + "n_ref": 40747 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 3248, + "FP": 0, + "IoU": 0.0, + "TN": 347216, + "TP": 0, + "n_pred": 0, + "n_ref": 3248 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0116.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": 0.5349961214869622, + "FN": 14588, + "FP": 998, + "IoU": 0.3651840990550668, + "TN": 150680, + "TP": 8966, + "n_pred": 9964, + "n_ref": 23554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.01454629415839298, + "FN": 7959, + "FP": 577, + "IoU": 0.007326433306198395, + "TN": 166633, + "TP": 63, + "n_pred": 640, + "n_ref": 8022 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 41, + "IoU": 0.0, + "TN": 175191, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "6": { + "Dice": 0.9047763682540503, + "FN": 9118, + "FP": 5617, + "IoU": 0.8261110717741745, + "TN": 90494, + "TP": 70003, + "n_pred": 75620, + "n_ref": 79121 + }, + "7": { + "Dice": 0.45898146175154486, + "FN": 4177, + "FP": 3440, + "IoU": 0.2978429203539823, + "TN": 164384, + "TP": 3231, + "n_pred": 6671, + "n_ref": 7408 + }, + "8": { + "Dice": 0.31102979613173026, + "FN": 2453, + "FP": 183, + "IoU": 0.18415351284432063, + "TN": 172001, + "TP": 595, + "n_pred": 778, + "n_ref": 3048 + }, + "9": { + "Dice": 0.5216294753001809, + "FN": 2938, + "FP": 5787, + "IoU": 0.35284082480344164, + "TN": 161750, + "TP": 4757, + "n_pred": 10544, + "n_ref": 7695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6694433926542976, + "FN": 3481, + "FP": 11, + "IoU": 0.5031303357996585, + "TN": 168204, + "TP": 3536, + "n_pred": 3547, + "n_ref": 7017 + }, + "10": { + "Dice": 0.0, + "FN": 3409, + "FP": 0, + "IoU": 0.0, + "TN": 171823, + "TP": 0, + "n_pred": 0, + "n_ref": 3409 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3942, + "FP": 0, + "IoU": 0.0, + "TN": 171290, + "TP": 0, + "n_pred": 0, + "n_ref": 3942 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 4732, + "IoU": 0.0, + "TN": 170500, + "TP": 0, + "n_pred": 4732, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3224, + "IoU": 0.0, + "TN": 172008, + "TP": 0, + "n_pred": 3224, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 35578, + "FP": 293, + "IoU": 0.0, + "TN": 139361, + "TP": 0, + "n_pred": 293, + "n_ref": 35578 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 397, + "IoU": 0.0, + "TN": 174835, + "TP": 0, + "n_pred": 397, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 82, + "FP": 74, + "IoU": 0.0, + "TN": 175076, + "TP": 0, + "n_pred": 74, + "n_ref": 82 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 16687, + "IoU": 0.0, + "TN": 158545, + "TP": 0, + "n_pred": 16687, + "n_ref": 0 + }, + "7": { + "Dice": 0.32053530825699994, + "FN": 8864, + "FP": 22513, + "IoU": 0.19085563979576048, + "TN": 136454, + "TP": 7401, + "n_pred": 29914, + "n_ref": 16265 + }, + "8": { + "Dice": 0.9635963488111989, + "FN": 843, + "FP": 166, + "IoU": 0.9297500522175033, + "TN": 160869, + "TP": 13354, + "n_pred": 13520, + "n_ref": 14197 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 2092, + "IoU": 0.0, + "TN": 173140, + "TP": 0, + "n_pred": 2092, + "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": 12, + "IoU": 0.0, + "TN": 175220, + "TP": 0, + "n_pred": 12, + "n_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": 251, + "IoU": 0.0, + "TN": 174981, + "TP": 0, + "n_pred": 251, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.04784030287385992, + "FN": 5533, + "FP": 0, + "IoU": 0.024506346967559944, + "TN": 169560, + "TP": 139, + "n_pred": 139, + "n_ref": 5672 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 556, + "FP": 0, + "IoU": 0.0, + "TN": 174676, + "TP": 0, + "n_pred": 0, + "n_ref": 556 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 202, + "IoU": 0.0, + "TN": 175030, + "TP": 0, + "n_pred": 202, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.08695652173913043, + "FN": 14, + "FP": 7, + "IoU": 0.045454545454545456, + "TN": 175210, + "TP": 1, + "n_pred": 8, + "n_ref": 15 + }, + "7": { + "Dice": 0.2770368710075087, + "FN": 22989, + "FP": 2815, + "IoU": 0.16079094575256928, + "TN": 144484, + "TP": 4944, + "n_pred": 7759, + "n_ref": 27933 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.9458509237514763, + "FN": 2868, + "FP": 1121, + "IoU": 0.8972648604100134, + "TN": 136404, + "TP": 34839, + "n_pred": 35960, + "n_ref": 37707 + }, + "15": { + "Dice": 0.2711109874516569, + "FN": 25606, + "FP": 591, + "IoU": 0.15681225659017026, + "TN": 144163, + "TP": 4872, + "n_pred": 5463, + "n_ref": 30478 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 10375, + "FP": 3414, + "IoU": 0.0, + "TN": 161443, + "TP": 0, + "n_pred": 3414, + "n_ref": 10375 + }, + "7": { + "Dice": 0.4451812555260831, + "FN": 12224, + "FP": 326, + "IoU": 0.28632357122547625, + "TN": 157647, + "TP": 5035, + "n_pred": 5361, + "n_ref": 17259 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 179, + "FP": 120, + "IoU": 0.0, + "TN": 525397, + "TP": 0, + "n_pred": 120, + "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": 0.0, + "FN": 0, + "FP": 88, + "IoU": 0.0, + "TN": 525608, + "TP": 0, + "n_pred": 88, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.761110584667867, + "FN": 2521, + "FP": 0, + "IoU": 0.6143490897965428, + "TN": 519159, + "TP": 4016, + "n_pred": 4016, + "n_ref": 6537 + }, + "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": 46, + "IoU": 0.0, + "TN": 525650, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9737186192468619, + "FN": 2905, + "FP": 2723, + "IoU": 0.9487832844948401, + "TN": 415810, + "TP": 104258, + "n_pred": 106981, + "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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 380, + "FP": 0, + "IoU": 0.0, + "TN": 174852, + "TP": 0, + "n_pred": 0, + "n_ref": 380 + }, + "10": { + "Dice": 0.34614515035044086, + "FN": 3686, + "FP": 2098, + "IoU": 0.20929596719070404, + "TN": 167917, + "TP": 1531, + "n_pred": 3629, + "n_ref": 5217 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1426, + "FP": 0, + "IoU": 0.0, + "TN": 173806, + "TP": 0, + "n_pred": 0, + "n_ref": 1426 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 6851, + "IoU": 0.0, + "TN": 168381, + "TP": 0, + "n_pred": 6851, + "n_ref": 0 + }, + "3": { + "Dice": 0.0947042452275489, + "FN": 68788, + "FP": 497, + "IoU": 0.049705797638151666, + "TN": 102323, + "TP": 3624, + "n_pred": 4121, + "n_ref": 72412 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 3267, + "IoU": 0.0, + "TN": 171965, + "TP": 0, + "n_pred": 3267, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 24472, + "IoU": 0.0, + "TN": 150760, + "TP": 0, + "n_pred": 24472, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 119, + "IoU": 0.0, + "TN": 175113, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3314, + "IoU": 0.0, + "TN": 171918, + "TP": 0, + "n_pred": 3314, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 63689, + "FP": 0, + "IoU": 0.0, + "TN": 111543, + "TP": 0, + "n_pred": 0, + "n_ref": 63689 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8481, + "IoU": 0.0, + "TN": 166751, + "TP": 0, + "n_pred": 8481, + "n_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": 17915, + "IoU": 0.0, + "TN": 157317, + "TP": 0, + "n_pred": 17915, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 17795, + "IoU": 0.0, + "TN": 157437, + "TP": 0, + "n_pred": 17795, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.1413094629787879, + "FN": 1379.61, + "FP": 697.1566666666666, + "IoU": 0.10564635177359193, + "TN": 233674.23, + "TP": 812.2033333333334, + "n_pred": 1509.3600000000001, + "n_ref": 2191.813333333333 + }, + "mean": { + "1": { + "Dice": 0.2588152285433538, + "FN": 2069.85, + "FP": 412.6, + "IoU": 0.2131678052817701, + "TN": 232946.05, + "TP": 1134.7, + "n_pred": 1547.3, + "n_ref": 3204.55 + }, + "10": { + "Dice": 0.2888987481399506, + "FN": 591.0, + "FP": 1167.9, + "IoU": 0.23337606049357507, + "TN": 233475.1, + "TP": 1329.2, + "n_pred": 2497.1, + "n_ref": 1920.2 + }, + "11": { + "Dice": 0.0, + "FN": 320.75, + "FP": 0.0, + "IoU": 0.0, + "TN": 236242.45, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 320.75 + }, + "12": { + "Dice": 0.0, + "FN": 306.35, + "FP": 0.0, + "IoU": 0.0, + "TN": 236256.85, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 306.35 + }, + "13": { + "Dice": 0.06708443734146094, + "FN": 1379.75, + "FP": 1093.0, + "IoU": 0.037528969186883074, + "TN": 233844.3, + "TP": 246.15, + "n_pred": 1339.15, + "n_ref": 1625.9 + }, + "14": { + "Dice": 0.09574740945932081, + "FN": 127.1, + "FP": 155.5, + "IoU": 0.06716686458670697, + "TN": 236093.95, + "TP": 186.65, + "n_pred": 342.15, + "n_ref": 313.75 + }, + "15": { + "Dice": 0.187341220875372, + "FN": 164.15, + "FP": 941.45, + "IoU": 0.11526438013576278, + "TN": 235199.5, + "TP": 258.1, + "n_pred": 1199.55, + "n_ref": 422.25 + }, + "2": { + "Dice": 0.3139188461634414, + "FN": 1924.65, + "FP": 178.3, + "IoU": 0.24714657257494035, + "TN": 233446.15, + "TP": 1014.1, + "n_pred": 1192.4, + "n_ref": 2938.75 + }, + "3": { + "Dice": 0.0, + "FN": 859.0, + "FP": 321.55, + "IoU": 0.0, + "TN": 235382.65, + "TP": 0.0, + "n_pred": 321.55, + "n_ref": 859.0 + }, + "4": { + "Dice": 0.0, + "FN": 435.9, + "FP": 0.0, + "IoU": 0.0, + "TN": 236127.3, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 435.9 + }, + "5": { + "Dice": 0.0, + "FN": 1812.35, + "FP": 0.0, + "IoU": 0.0, + "TN": 234750.85, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1812.35 + }, + "6": { + "Dice": 0.3575620630885802, + "FN": 3546.6, + "FP": 4140.5, + "IoU": 0.2745652822009482, + "TN": 222592.05, + "TP": 6284.05, + "n_pred": 10424.55, + "n_ref": 9830.65 + }, + "7": { + "Dice": 0.09396225812690515, + "FN": 5179.05, + "FP": 1593.65, + "IoU": 0.05986113852535074, + "TN": 229272.85, + "TP": 517.65, + "n_pred": 2111.3, + "n_ref": 5696.7 + }, + "8": { + "Dice": 0.3713530411795295, + "FN": 496.3, + "FP": 299.35, + "IoU": 0.2854433626575478, + "TN": 234754.6, + "TP": 1012.95, + "n_pred": 1312.3, + "n_ref": 1509.25 + }, + "9": { + "Dice": 0.08495869176390426, + "FN": 1481.35, + "FP": 153.55, + "IoU": 0.05117484096039401, + "TN": 234728.8, + "TP": 199.5, + "n_pred": 353.05, + "n_ref": 1680.85 + } + }, + "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": 0.13979090765087915, + "FN": 6091, + "FP": 15631, + "IoU": 0.07514795418742283, + "TN": 151745, + "TP": 1765, + "n_pred": 17396, + "n_ref": 7856 + }, + "11": { + "Dice": 0.0, + "FN": 2424, + "FP": 0, + "IoU": 0.0, + "TN": 172808, + "TP": 0, + "n_pred": 0, + "n_ref": 2424 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.03317804794909669, + "FN": 12521, + "FP": 4497, + "IoU": 0.016868861929520508, + "TN": 157922, + "TP": 292, + "n_pred": 4789, + "n_ref": 12813 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.11506064690026954, + "FN": 8861, + "FP": 1645, + "IoU": 0.061042094914648314, + "TN": 164043, + "TP": 683, + "n_pred": 2328, + "n_ref": 9544 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1007, + "IoU": 0.0, + "TN": 174225, + "TP": 0, + "n_pred": 1007, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 6855, + "FP": 0, + "IoU": 0.0, + "TN": 168377, + "TP": 0, + "n_pred": 0, + "n_ref": 6855 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4689769232757061, + "FN": 20062, + "FP": 487, + "IoU": 0.3063160382135503, + "TN": 145609, + "TP": 9074, + "n_pred": 9561, + "n_ref": 29136 + }, + "7": { + "Dice": 0.0, + "FN": 1939, + "FP": 19099, + "IoU": 0.0, + "TN": 154194, + "TP": 0, + "n_pred": 19099, + "n_ref": 1939 + }, + "8": { + "Dice": 0.6666666666666666, + "FN": 32, + "FP": 20, + "IoU": 0.5, + "TN": 175128, + "TP": 52, + "n_pred": 72, + "n_ref": 84 + }, + "9": { + "Dice": 0.0, + "FN": 8573, + "FP": 272, + "IoU": 0.0, + "TN": 166387, + "TP": 0, + "n_pred": 272, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 175225, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 35, + "FP": 0, + "IoU": 0.0, + "TN": 175197, + "TP": 0, + "n_pred": 0, + "n_ref": 35 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5532617671345995, + "FN": 49, + "FP": 492, + "IoU": 0.3824200913242009, + "TN": 174356, + "TP": 335, + "n_pred": 827, + "n_ref": 384 + }, + "7": { + "Dice": 0.013069433174915962, + "FN": 67643, + "FP": 471, + "IoU": 0.00657769999270765, + "TN": 106667, + "TP": 451, + "n_pred": 922, + "n_ref": 68094 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 643, + "IoU": 0.0, + "TN": 174589, + "TP": 0, + "n_pred": 643, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1076, + "IoU": 0.0, + "TN": 174156, + "TP": 0, + "n_pred": 1076, + "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": 1379, + "FP": 0, + "IoU": 0.0, + "TN": 173853, + "TP": 0, + "n_pred": 0, + "n_ref": 1379 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8605485772878749, + "FN": 22390, + "FP": 1546, + "IoU": 0.755230596175478, + "TN": 77442, + "TP": 73854, + "n_pred": 75400, + "n_ref": 96244 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1139, + "IoU": 0.0, + "TN": 174093, + "TP": 0, + "n_pred": 1139, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 508, + "IoU": 0.0, + "TN": 174724, + "TP": 0, + "n_pred": 508, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 10, + "IoU": 0.0, + "TN": 175222, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4882, + "IoU": 0.0, + "TN": 170350, + "TP": 0, + "n_pred": 4882, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.902570125118569, + "FN": 1918, + "FP": 239, + "IoU": 0.8224399078037538, + "TN": 163084, + "TP": 9991, + "n_pred": 10230, + "n_ref": 11909 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 1654, + "IoU": 0.0, + "TN": 173578, + "TP": 0, + "n_pred": 1654, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 350446, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.830150068212824, + "FN": 677, + "FP": 319, + "IoU": 0.7096209912536443, + "TN": 347034, + "TP": 2434, + "n_pred": 2753, + "n_ref": 3111 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 949, + "IoU": 0.0, + "TN": 349515, + "TP": 0, + "n_pred": 949, + "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": 824, + "IoU": 0.0, + "TN": 349640, + "TP": 0, + "n_pred": 824, + "n_ref": 0 + }, + "7": { + "Dice": 0.5637583892617449, + "FN": 4615, + "FP": 5590, + "IoU": 0.3925233644859813, + "TN": 333665, + "TP": 6594, + "n_pred": 12184, + "n_ref": 11209 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.39150601759820014, + "FN": 39479, + "FP": 8, + "IoU": 0.24339911860509675, + "TN": 473506, + "TP": 12703, + "n_pred": 12711, + "n_ref": 52182 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 33, + "FP": 0, + "IoU": 0.0, + "TN": 525663, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "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": 90, + "IoU": 0.0, + "TN": 525606, + "TP": 0, + "n_pred": 90, + "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": 206, + "IoU": 0.0, + "TN": 525490, + "TP": 0, + "n_pred": 206, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 513, + "FP": 0, + "IoU": 0.0, + "TN": 525183, + "TP": 0, + "n_pred": 0, + "n_ref": 513 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 60530, + "IoU": 0.0, + "TN": 465166, + "TP": 0, + "n_pred": 60530, + "n_ref": 0 + }, + "7": { + "Dice": 0.18679475883239063, + "FN": 27990, + "FP": 621, + "IoU": 0.10301909270464307, + "TN": 493799, + "TP": 3286, + "n_pred": 3907, + "n_ref": 31276 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 79, + "IoU": 0.0, + "TN": 175153, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7355, + "IoU": 0.0, + "TN": 343109, + "TP": 0, + "n_pred": 7355, + "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": 70, + "IoU": 0.0, + "TN": 350394, + "TP": 0, + "n_pred": 70, + "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": 36247, + "FP": 0, + "IoU": 0.0, + "TN": 314217, + "TP": 0, + "n_pred": 0, + "n_ref": 36247 + }, + "6": { + "Dice": 0.20667421800121982, + "FN": 3440, + "FP": 14770, + "IoU": 0.11524633174618598, + "TN": 329882, + "TP": 2372, + "n_pred": 17142, + "n_ref": 5812 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 115, + "IoU": 0.0, + "TN": 350348, + "TP": 0, + "n_pred": 115, + "n_ref": 1 + }, + "8": { + "Dice": 0.8275174013921114, + "FN": 1547, + "FP": 5887, + "IoU": 0.7057822456168125, + "TN": 325197, + "TP": 17833, + "n_pred": 23720, + "n_ref": 19380 + }, + "9": { + "Dice": 0.0, + "FN": 5552, + "FP": 116, + "IoU": 0.0, + "TN": 344796, + "TP": 0, + "n_pred": 116, + "n_ref": 5552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.8134691308576987, + "FN": 3136, + "FP": 3384, + "IoU": 0.6855861503592612, + "TN": 329727, + "TP": 14217, + "n_pred": 17601, + "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": 2296, + "IoU": 0.0, + "TN": 348168, + "TP": 0, + "n_pred": 2296, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 16667, + "FP": 0, + "IoU": 0.0, + "TN": 333797, + "TP": 0, + "n_pred": 0, + "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": 1646, + "IoU": 0.0, + "TN": 348818, + "TP": 0, + "n_pred": 1646, + "n_ref": 0 + }, + "7": { + "Dice": 0.176, + "FN": 0, + "FP": 206, + "IoU": 0.09649122807017543, + "TN": 350236, + "TP": 22, + "n_pred": 228, + "n_ref": 22 + }, + "8": { + "Dice": 0.3625811378388698, + "FN": 8347, + "FP": 0, + "IoU": 0.22143456767092623, + "TN": 339743, + "TP": 2374, + "n_pred": 2374, + "n_ref": 10721 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2683, + "IoU": 0.0, + "TN": 347781, + "TP": 0, + "n_pred": 2683, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 417, + "IoU": 0.0, + "TN": 350047, + "TP": 0, + "n_pred": 417, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2024, + "FP": 0, + "IoU": 0.0, + "TN": 348440, + "TP": 0, + "n_pred": 0, + "n_ref": 2024 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "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": 0.4512818346918951, + "FN": 25948, + "FP": 36, + "IoU": 0.2913905478742262, + "TN": 313795, + "TP": 10685, + "n_pred": 10721, + "n_ref": 36633 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4460, + "IoU": 0.0, + "TN": 346004, + "TP": 0, + "n_pred": 4460, + "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": 0.6982217157395383, + "FN": 10980, + "FP": 407, + "IoU": 0.5363599348534202, + "TN": 325904, + "TP": 13173, + "n_pred": 13580, + "n_ref": 24153 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3723, + "IoU": 0.0, + "TN": 346741, + "TP": 0, + "n_pred": 3723, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.7801324503311259, + "FN": 2558, + "FP": 3418, + "IoU": 0.6395222584147665, + "TN": 158654, + "TP": 10602, + "n_pred": 14020, + "n_ref": 13160 + }, + "11": { + "Dice": 0.0, + "FN": 1967, + "FP": 0, + "IoU": 0.0, + "TN": 173265, + "TP": 0, + "n_pred": 0, + "n_ref": 1967 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.23515970141674708, + "FN": 15074, + "FP": 15050, + "IoU": 0.1332470148180118, + "TN": 140477, + "TP": 4631, + "n_pred": 19681, + "n_ref": 19705 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8009393733391014, + "FN": 3007, + "FP": 214, + "IoU": 0.6679723739820637, + "TN": 165531, + "TP": 6480, + "n_pred": 6694, + "n_ref": 9487 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 484, + "FP": 0, + "IoU": 0.0, + "TN": 174748, + "TP": 0, + "n_pred": 0, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7879374294468634, + "FN": 14011, + "FP": 454, + "IoU": 0.6500798296966471, + "TN": 133894, + "TP": 26873, + "n_pred": 27327, + "n_ref": 40884 + }, + "7": { + "Dice": 0.0, + "FN": 1393, + "FP": 907, + "IoU": 0.0, + "TN": 172932, + "TP": 0, + "n_pred": 907, + "n_ref": 1393 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.33983476705561705, + "FN": 15502, + "FP": 0, + "IoU": 0.20469936384157603, + "TN": 155740, + "TP": 3990, + "n_pred": 3990, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.5744844567559249, + "FN": 2542, + "FP": 2988, + "IoU": 0.40300118752024183, + "TN": 341201, + "TP": 3733, + "n_pred": 6721, + "n_ref": 6275 + }, + "15": { + "Dice": 0.374682441750744, + "FN": 3283, + "FP": 13947, + "IoU": 0.23052876027152555, + "TN": 328072, + "TP": 5162, + "n_pred": 19109, + "n_ref": 8445 + }, + "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": 15, + "IoU": 0.0, + "TN": 350449, + "TP": 0, + "n_pred": 15, + "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": 2, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 2, + "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_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808017/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 1183.9759682539682, + "FP": 565.5189523809524, + "IoU": NaN, + "TN": 233173.0771111111, + "TP": 973.0774920634922, + "n_pred": 1538.5964444444446, + "n_ref": 2157.0534603174606 + }, + "mean": { + "1": { + "Dice": 0.18397732644108822, + "FN": 1697.112857142857, + "FP": 319.8533333333333, + "IoU": 0.14801983700035876, + "TN": 232835.81, + "TP": 1042.8733333333334, + "n_pred": 1362.726666666667, + "n_ref": 2739.9861904761906 + }, + "10": { + "Dice": 0.2565270461813423, + "FN": 999.4380952380952, + "FP": 584.8657142857143, + "IoU": 0.1927789153119985, + "TN": 233323.27714285714, + "TP": 988.0685714285713, + "n_pred": 1572.9342857142856, + "n_ref": 1987.506666666667 + }, + "11": { + "Dice": NaN, + "FN": 105.2357142857143, + "FP": 0.0, + "IoU": NaN, + "TN": 235790.41380952383, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 105.2357142857143 + }, + "12": { + "Dice": NaN, + "FN": 116.71761904761907, + "FP": 0.0, + "IoU": NaN, + "TN": 235778.9319047619, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 116.71761904761907 + }, + "13": { + "Dice": 0.10657553381743923, + "FN": 1028.7309523809522, + "FP": 387.3619047619048, + "IoU": 0.06752370312043739, + "TN": 234284.15523809526, + "TP": 195.40142857142854, + "n_pred": 582.7633333333333, + "n_ref": 1224.1323809523808 + }, + "14": { + "Dice": 0.32140221353400866, + "FN": 1423.6200000000001, + "FP": 307.3285714285714, + "IoU": 0.2738910972899335, + "TN": 232289.64714285714, + "TP": 1875.0538095238094, + "n_pred": 2182.382380952381, + "n_ref": 3298.6738095238093 + }, + "15": { + "Dice": NaN, + "FN": 597.0680952380952, + "FP": 564.7661904761904, + "IoU": NaN, + "TN": 234431.58571428573, + "TP": 302.2295238095238, + "n_pred": 866.9957142857144, + "n_ref": 899.297619047619 + }, + "2": { + "Dice": 0.2451343826951183, + "FN": 1148.0728571428572, + "FP": 431.5457142857143, + "IoU": 0.2002035175322666, + "TN": 233742.2776190476, + "TP": 573.7533333333333, + "n_pred": 1005.2990476190477, + "n_ref": 1721.8261904761907 + }, + "3": { + "Dice": 0.007006773226075337, + "FN": 2337.657142857143, + "FP": 510.9004761904763, + "IoU": 0.003659212888890921, + "TN": 233009.76809523808, + "TP": 37.32380952380952, + "n_pred": 548.2242857142858, + "n_ref": 2374.980952380952 + }, + "4": { + "Dice": 3.480682213713888e-05, + "FN": 353.0942857142857, + "FP": 92.82857142857142, + "IoU": 1.7409470752089137e-05, + "TN": 235449.71714285715, + "TP": 0.009523809523809523, + "n_pred": 92.83809523809524, + "n_ref": 353.10380952380956 + }, + "5": { + "Dice": 0.10822722820763957, + "FN": 498.7366666666667, + "FP": 36.0, + "IoU": 0.07418596844578718, + "TN": 235339.86523809526, + "TP": 21.047619047619047, + "n_pred": 57.04761904761905, + "n_ref": 519.7842857142857 + }, + "6": { + "Dice": 0.39149811087625447, + "FN": 2212.653333333333, + "FP": 3321.347619047619, + "IoU": 0.3335969777479315, + "TN": 222929.82904761905, + "TP": 7431.819523809524, + "n_pred": 10753.167142857143, + "n_ref": 9644.472857142859 + }, + "7": { + "Dice": 0.1333038041046243, + "FN": 3727.5147619047616, + "FP": 1493.9680952380954, + "IoU": 0.0850320320199102, + "TN": 229665.79857142858, + "TP": 1008.3680952380952, + "n_pred": 2502.3361904761905, + "n_ref": 4735.882857142857 + }, + "8": { + "Dice": 0.5118613518580514, + "FN": 875.7361904761905, + "FP": 180.7842857142857, + "IoU": 0.4058963087317248, + "TN": 233881.32, + "TP": 957.8090476190476, + "n_pred": 1138.5933333333332, + "n_ref": 1833.5452380952381 + }, + "9": { + "Dice": 0.15544541026036862, + "FN": 638.2509523809524, + "FP": 251.23380952380953, + "IoU": 0.09905325443844501, + "TN": 234843.76, + "TP": 162.4047619047619, + "n_pred": 413.6385714285715, + "n_ref": 800.6557142857143 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_006/summary.json b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_006/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dd72e3e577900c91ee4a07979b0b57f639b72dac --- /dev/null +++ b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_006/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.37253563998387024, + "FN": 68306.868, + "FP": 51261.40933333335, + "IoU": 0.2770681861721854, + "TN": 96219108.9, + "TP": 118283.66266666666, + "n_pred": 169545.072, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.5951350689962462, + "FN": 83260.86, + "FP": 49348.04, + "IoU": 0.4584548631891529, + "TN": 96213324.66, + "TP": 111027.28, + "n_pred": 160375.32, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.4649087180475092, + "FN": 34389.04, + "FP": 52254.66, + "IoU": 0.3156577069290779, + "TN": 96330483.62, + "TP": 39833.52, + "n_pred": 92088.18, + "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": 0.13844876533392822, + "FN": 52283.44, + "FP": 9848.18, + "IoU": 0.07903764226490682, + "TN": 96389254.52, + "TP": 5574.7, + "n_pred": 15422.88, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6159819088132947, + "FN": 64065.0, + "FP": 33838.18, + "IoU": 0.48486373259483195, + "TN": 96284764.52, + "TP": 74293.14, + "n_pred": 108131.32, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.4349066517617178, + "FN": 40286.22, + "FP": 2589.5, + "IoU": 0.32159518422567557, + "TN": 96400324.3, + "TP": 13760.82, + "n_pred": 16350.32, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.5115504293977517, + "FN": 77661.86, + "FP": 53493.06, + "IoU": 0.3646574848157933, + "TN": 96246626.08, + "TP": 79179.84, + "n_pred": 132672.9, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.48035201394660054, + "FN": 75478.58, + "FP": 56144.56, + "IoU": 0.3504699486057501, + "TN": 96237413.7, + "TP": 87924.0, + "n_pred": 144068.56, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.014483123868501976, + "FN": 26391.74, + "FP": 168.78, + "IoU": 0.008605670293532323, + "TN": 96430214.56, + "TP": 185.76, + "n_pred": 354.54, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.08750435614640263, + "FN": 16248.3, + "FP": 286.5, + "IoU": 0.05243503049337285, + "TN": 96439522.18, + "TP": 903.86, + "n_pred": 1190.36, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8041159741702374, + "FN": 221378.9, + "FP": 356821.92, + "IoU": 0.6820522378846999, + "TN": 94740915.3, + "TP": 1137844.72, + "n_pred": 1494666.64, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.40900570242323353, + "FN": 211834.64, + "FP": 129846.72, + "IoU": 0.2714624777190106, + "TN": 95988189.46, + "TP": 127090.02, + "n_pred": 256936.74, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.7200469793144522, + "FN": 51663.14, + "FP": 18375.76, + "IoU": 0.5701616008804073, + "TN": 96306215.9, + "TP": 80706.04, + "n_pred": 99081.8, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.3115949075381775, + "FN": 61724.26, + "FP": 5905.28, + "IoU": 0.19656921268657027, + "TN": 96373400.06, + "TP": 15931.24, + "n_pred": 21836.52, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.6180617595649641, + "FN": 21086, + "FP": 67411, + "IoU": 0.44724267805947493, + "TN": 119433219, + "TP": 71604, + "n_pred": 139015, + "n_ref": 92690 + }, + "10": { + "Dice": 0.5837786936369529, + "FN": 27600, + "FP": 40468, + "IoU": 0.41220866471507644, + "TN": 119477517, + "TP": 47735, + "n_pred": 88203, + "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": 0.18059878464502743, + "FN": 45446, + "FP": 20896, + "IoU": 0.09926275915441327, + "TN": 119519667, + "TP": 7311, + "n_pred": 28207, + "n_ref": 52757 + }, + "14": { + "Dice": 0.386538736236183, + "FN": 183893, + "FP": 17956, + "IoU": 0.23957112880075046, + "TN": 119327879, + "TP": 63592, + "n_pred": 81548, + "n_ref": 247485 + }, + "15": { + "Dice": 0.4047029416529729, + "FN": 24120, + "FP": 1601, + "IoU": 0.2536850046425255, + "TN": 119558856, + "TP": 8743, + "n_pred": 10344, + "n_ref": 32863 + }, + "2": { + "Dice": 0.7842103560917235, + "FN": 19563, + "FP": 47157, + "IoU": 0.6450214147003273, + "TN": 119405365, + "TP": 121235, + "n_pred": 168392, + "n_ref": 140798 + }, + "3": { + "Dice": 0.7693231852661312, + "FN": 49992, + "FP": 22202, + "IoU": 0.6251220272094714, + "TN": 119400740, + "TP": 120386, + "n_pred": 142588, + "n_ref": 170378 + }, + "4": { + "Dice": 0.01944766589776594, + "FN": 76941, + "FP": 0, + "IoU": 0.009819314321013075, + "TN": 119515616, + "TP": 763, + "n_pred": 763, + "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": 0.8018381101385983, + "FN": 260966, + "FP": 194240, + "IoU": 0.669223513887052, + "TN": 118217146, + "TP": 920968, + "n_pred": 1115208, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 179400, + "IoU": 0.0, + "TN": 119413920, + "TP": 0, + "n_pred": 179400, + "n_ref": 0 + }, + "8": { + "Dice": 0.6095502526052372, + "FN": 150830, + "FP": 22983, + "IoU": 0.43838351853228086, + "TN": 119283833, + "TP": 135674, + "n_pred": 158657, + "n_ref": 286504 + }, + "9": { + "Dice": 0.42553276678378027, + "FN": 55278, + "FP": 2113, + "IoU": 0.27027095756990094, + "TN": 119514673, + "TP": 21256, + "n_pred": 23369, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8376909731937994, + "FN": 38876, + "FP": 19130, + "IoU": 0.7207127828092424, + "TN": 72617967, + "TP": 149687, + "n_pred": 168817, + "n_ref": 188563 + }, + "10": { + "Dice": 0.3772606951203947, + "FN": 34460, + "FP": 77757, + "IoU": 0.23248385861238782, + "TN": 72679452, + "TP": 33991, + "n_pred": 111748, + "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": 0.3893246095989039, + "FN": 36259, + "FP": 7422, + "IoU": 0.2417151288950612, + "TN": 72768055, + "TP": 13924, + "n_pred": 21346, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7798886401894227, + "FN": 13648, + "FP": 22049, + "IoU": 0.639194639012705, + "TN": 72726723, + "TP": 63240, + "n_pred": 85289, + "n_ref": 76888 + }, + "15": { + "Dice": 0.6393124920574406, + "FN": 22358, + "FP": 348, + "IoU": 0.46984519834691446, + "TN": 72782831, + "TP": 20123, + "n_pred": 20471, + "n_ref": 42481 + }, + "2": { + "Dice": 0.6633412774200963, + "FN": 14627, + "FP": 108412, + "IoU": 0.49626824425293237, + "TN": 72581405, + "TP": 121216, + "n_pred": 229628, + "n_ref": 135843 + }, + "3": { + "Dice": 0.22665879110061035, + "FN": 109879, + "FP": 7955, + "IoU": 0.1278145401252387, + "TN": 72690558, + "TP": 17268, + "n_pred": 25223, + "n_ref": 127147 + }, + "4": { + "Dice": 0.00044416478513528517, + "FN": 27004, + "FP": 1, + "IoU": 0.00022213172411239866, + "TN": 72798649, + "TP": 6, + "n_pred": 7, + "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": 0.8838296010572538, + "FN": 130058, + "FP": 153255, + "IoU": 0.7918411040952447, + "TN": 71464618, + "TP": 1077729, + "n_pred": 1230984, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.5932023354569712, + "FN": 111831, + "FP": 62422, + "IoU": 0.4216685529184907, + "TN": 72524357, + "TP": 127050, + "n_pred": 189472, + "n_ref": 238881 + }, + "8": { + "Dice": 0.8858293476357672, + "FN": 10132, + "FP": 2257, + "IoU": 0.7950571537278126, + "TN": 72765209, + "TP": 48062, + "n_pred": 50319, + "n_ref": 58194 + }, + "9": { + "Dice": 0.46392096890435763, + "FN": 51593, + "FP": 9401, + "IoU": 0.30201634129036686, + "TN": 72738274, + "TP": 26392, + "n_pred": 35793, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6177715364405203, + "FN": 132246, + "FP": 25893, + "IoU": 0.4469388040596781, + "TN": 71523554, + "TP": 127795, + "n_pred": 153688, + "n_ref": 260041 + }, + "10": { + "Dice": 0.6375040268652928, + "FN": 28414, + "FP": 45852, + "IoU": 0.467894246614602, + "TN": 71669918, + "TP": 65304, + "n_pred": 111156, + "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": 0.1634115698703672, + "FN": 58178, + "FP": 420, + "IoU": 0.0889756067225323, + "TN": 71745167, + "TP": 5723, + "n_pred": 6143, + "n_ref": 63901 + }, + "14": { + "Dice": 0.6702078516061954, + "FN": 258846, + "FP": 305, + "IoU": 0.5039944418499606, + "TN": 71287012, + "TP": 263325, + "n_pred": 263630, + "n_ref": 522171 + }, + "15": { + "Dice": 0.0, + "FN": 180663, + "FP": 1687, + "IoU": 0.0, + "TN": 71627138, + "TP": 0, + "n_pred": 1687, + "n_ref": 180663 + }, + "2": { + "Dice": 0.5935911931712287, + "FN": 27439, + "FP": 136106, + "IoU": 0.42206162979715883, + "TN": 71526508, + "TP": 119435, + "n_pred": 255541, + "n_ref": 146874 + }, + "3": { + "Dice": 0.30561538971367974, + "FN": 148106, + "FP": 19524, + "IoU": 0.1803695500173578, + "TN": 71604969, + "TP": 36889, + "n_pred": 56413, + "n_ref": 184995 + }, + "4": { + "Dice": 0.0, + "FN": 13975, + "FP": 0, + "IoU": 0.0, + "TN": 71795513, + "TP": 0, + "n_pred": 0, + "n_ref": 13975 + }, + "5": { + "Dice": 0.015160237958165419, + "FN": 10264, + "FP": 0, + "IoU": 0.007638016049502079, + "TN": 71799145, + "TP": 79, + "n_pred": 79, + "n_ref": 10343 + }, + "6": { + "Dice": 0.8436777704105956, + "FN": 93468, + "FP": 334443, + "IoU": 0.7296216822798391, + "TN": 70226850, + "TP": 1154727, + "n_pred": 1489170, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7738911961822921, + "FN": 54484, + "FP": 51081, + "IoU": 0.6311766082852062, + "TN": 71523267, + "TP": 180656, + "n_pred": 231737, + "n_ref": 235140 + }, + "8": { + "Dice": 0.7767125323189397, + "FN": 15896, + "FP": 21671, + "IoU": 0.6349386819038735, + "TN": 71706582, + "TP": 65339, + "n_pred": 87010, + "n_ref": 81235 + }, + "9": { + "Dice": 0.36614738316121126, + "FN": 67238, + "FP": 5186, + "IoU": 0.22410061922821453, + "TN": 71716146, + "TP": 20918, + "n_pred": 26104, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8368602805929238, + "FN": 28565, + "FP": 43809, + "IoU": 0.7194838819703647, + "TN": 135187507, + "TP": 185629, + "n_pred": 229438, + "n_ref": 214194 + }, + "10": { + "Dice": 0.45084686825366926, + "FN": 54018, + "FP": 21786, + "IoU": 0.29102795521927405, + "TN": 135338589, + "TP": 31117, + "n_pred": 52903, + "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": 0.11966895174453214, + "FN": 37457, + "FP": 8388, + "IoU": 0.0636424909621944, + "TN": 135396549, + "TP": 3116, + "n_pred": 11504, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8424211898962998, + "FN": 20917, + "FP": 24761, + "IoU": 0.7277441350371925, + "TN": 135277734, + "TP": 122098, + "n_pred": 146859, + "n_ref": 143015 + }, + "15": { + "Dice": 0.45455219454329776, + "FN": 32906, + "FP": 11236, + "IoU": 0.294123290957064, + "TN": 135382975, + "TP": 18393, + "n_pred": 29629, + "n_ref": 51299 + }, + "2": { + "Dice": 0.5508752803779307, + "FN": 121616, + "FP": 21750, + "IoU": 0.3801434568872709, + "TN": 135214221, + "TP": 87923, + "n_pred": 109673, + "n_ref": 209539 + }, + "3": { + "Dice": 0.7219169893263542, + "FN": 55984, + "FP": 75663, + "IoU": 0.5648435847260419, + "TN": 135142982, + "TP": 170881, + "n_pred": 246544, + "n_ref": 226865 + }, + "4": { + "Dice": 0.0, + "FN": 36841, + "FP": 0, + "IoU": 0.0, + "TN": 135408669, + "TP": 0, + "n_pred": 0, + "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": 0.8919669306132048, + "FN": 251388, + "FP": 90404, + "IoU": 0.8050002795555865, + "TN": 133692728, + "TP": 1410990, + "n_pred": 1501394, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.3368011137492542, + "FN": 130385, + "FP": 139718, + "IoU": 0.20250200774754346, + "TN": 135106822, + "TP": 68585, + "n_pred": 208303, + "n_ref": 198970 + }, + "8": { + "Dice": 0.5060364828630572, + "FN": 180357, + "FP": 32973, + "IoU": 0.3387207766845835, + "TN": 135122908, + "TP": 109272, + "n_pred": 142245, + "n_ref": 289629 + }, + "9": { + "Dice": 0.055061691690203654, + "FN": 95256, + "FP": 93, + "IoU": 0.028310251001253478, + "TN": 135347383, + "TP": 2778, + "n_pred": 2871, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3209388606301213, + "FN": 201889, + "FP": 27999, + "IoU": 0.1911418548764483, + "TN": 105469792, + "TP": 54325, + "n_pred": 82324, + "n_ref": 256214 + }, + "10": { + "Dice": 0.25552547143930626, + "FN": 39062, + "FP": 85770, + "IoU": 0.14647704351987967, + "TN": 105607750, + "TP": 21423, + "n_pred": 107193, + "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": 0.1572957643399506, + "FN": 72305, + "FP": 19811, + "IoU": 0.08536137340760379, + "TN": 105653292, + "TP": 8597, + "n_pred": 28408, + "n_ref": 80902 + }, + "14": { + "Dice": 0.834610947464585, + "FN": 54382, + "FP": 2102, + "IoU": 0.7161650829384482, + "TN": 105555002, + "TP": 142519, + "n_pred": 144621, + "n_ref": 196901 + }, + "15": { + "Dice": 0.7148025008886937, + "FN": 10840, + "FP": 2799, + "IoU": 0.5561810549607887, + "TN": 105723274, + "TP": 17092, + "n_pred": 19891, + "n_ref": 27932 + }, + "2": { + "Dice": 0.6148027591789924, + "FN": 79983, + "FP": 11375, + "IoU": 0.4438377012753782, + "TN": 105589740, + "TP": 72907, + "n_pred": 84282, + "n_ref": 152890 + }, + "3": { + "Dice": 0.6967962363811655, + "FN": 27273, + "FP": 98210, + "IoU": 0.5346794229984796, + "TN": 105484335, + "TP": 144187, + "n_pred": 242397, + "n_ref": 171460 + }, + "4": { + "Dice": 0.0016142050040355124, + "FN": 40821, + "FP": 0, + "IoU": 0.0008077544426494346, + "TN": 105713151, + "TP": 33, + "n_pred": 33, + "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": 0.7929243276995638, + "FN": 214680, + "FP": 475772, + "IoU": 0.6568969501211256, + "TN": 103741630, + "TP": 1321923, + "n_pred": 1797695, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.56144175568636, + "FN": 86821, + "FP": 196824, + "IoU": 0.390280864821176, + "TN": 105288799, + "TP": 181561, + "n_pred": 378385, + "n_ref": 268382 + }, + "8": { + "Dice": 0.7888989019849646, + "FN": 22137, + "FP": 13469, + "IoU": 0.651389799974544, + "TN": 105651868, + "TP": 66531, + "n_pred": 80000, + "n_ref": 88668 + }, + "9": { + "Dice": 0.5824344367289153, + "FN": 40250, + "FP": 9300, + "IoU": 0.4108694876764122, + "TN": 105669898, + "TP": 34557, + "n_pred": 43857, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7591171329024236, + "FN": 65225, + "FP": 54105, + "IoU": 0.6117556725382127, + "TN": 96830522, + "TP": 188028, + "n_pred": 242133, + "n_ref": 253253 + }, + "10": { + "Dice": 0.6235710741963629, + "FN": 21450, + "FP": 88567, + "IoU": 0.45303543285555903, + "TN": 96936739, + "TP": 91124, + "n_pred": 179691, + "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": 0.25379351789884863, + "FN": 40606, + "FP": 14029, + "IoU": 0.14533992428745737, + "TN": 97073954, + "TP": 9291, + "n_pred": 23320, + "n_ref": 49897 + }, + "14": { + "Dice": 0.6959829795115626, + "FN": 121674, + "FP": 3073, + "IoU": 0.5337223123444146, + "TN": 96870342, + "TP": 142791, + "n_pred": 145864, + "n_ref": 264465 + }, + "15": { + "Dice": 0.43937487583603735, + "FN": 15737, + "FP": 1195, + "IoU": 0.2815377434548309, + "TN": 97114313, + "TP": 6635, + "n_pred": 7830, + "n_ref": 22372 + }, + "2": { + "Dice": 0.34075626071740006, + "FN": 108891, + "FP": 3752, + "IoU": 0.20536841733977637, + "TN": 96996125, + "TP": 29112, + "n_pred": 32864, + "n_ref": 138003 + }, + "3": { + "Dice": 0.6752543722168322, + "FN": 22747, + "FP": 107791, + "IoU": 0.50972379757675, + "TN": 96871626, + "TP": 135716, + "n_pred": 243507, + "n_ref": 158463 + }, + "4": { + "Dice": 0.0, + "FN": 27496, + "FP": 0, + "IoU": 0.0, + "TN": 97110384, + "TP": 0, + "n_pred": 0, + "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": 0.8241825327177688, + "FN": 161081, + "FP": 410311, + "IoU": 0.7009442839990914, + "TN": 95227226, + "TP": 1339262, + "n_pred": 1749573, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.6621195432809068, + "FN": 109074, + "FP": 39093, + "IoU": 0.49490187255192725, + "TN": 96844537, + "TP": 145176, + "n_pred": 184269, + "n_ref": 254250 + }, + "8": { + "Dice": 0.8471869102026174, + "FN": 19428, + "FP": 19760, + "IoU": 0.7348866157926071, + "TN": 96990064, + "TP": 108628, + "n_pred": 128388, + "n_ref": 128056 + }, + "9": { + "Dice": 0.4104833479571205, + "FN": 47060, + "FP": 14752, + "IoU": 0.2582441319061105, + "TN": 97054548, + "TP": 21520, + "n_pred": 36272, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8002550994481314, + "FN": 16030, + "FP": 62584, + "IoU": 0.6670210467908833, + "TN": 130530699, + "TP": 157479, + "n_pred": 220063, + "n_ref": 173509 + }, + "10": { + "Dice": 0.4257023257219712, + "FN": 49078, + "FP": 26928, + "IoU": 0.27040777146367684, + "TN": 130662616, + "TP": 28170, + "n_pred": 55098, + "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": 0.003401360544217687, + "FN": 61246, + "FP": 9660, + "IoU": 0.0017035775127768314, + "TN": 130695765, + "TP": 121, + "n_pred": 9781, + "n_ref": 61367 + }, + "14": { + "Dice": 0.8057730989624735, + "FN": 42855, + "FP": 13343, + "IoU": 0.6747236209990161, + "TN": 130594022, + "TP": 116572, + "n_pred": 129915, + "n_ref": 159427 + }, + "15": { + "Dice": 0.7981330685203575, + "FN": 8697, + "FP": 1467, + "IoU": 0.6640777340780646, + "TN": 130736535, + "TP": 20093, + "n_pred": 21560, + "n_ref": 28790 + }, + "2": { + "Dice": 0.6764510140460261, + "FN": 40803, + "FP": 79278, + "IoU": 0.5110887630339279, + "TN": 130521183, + "TP": 125528, + "n_pred": 204806, + "n_ref": 166331 + }, + "3": { + "Dice": 0.539510393335691, + "FN": 97401, + "FP": 19789, + "IoU": 0.36940378820490744, + "TN": 130580952, + "TP": 68650, + "n_pred": 88439, + "n_ref": 166051 + }, + "4": { + "Dice": 0.0, + "FN": 29936, + "FP": 0, + "IoU": 0.0, + "TN": 130736856, + "TP": 0, + "n_pred": 0, + "n_ref": 29936 + }, + "5": { + "Dice": 0.12108024323357577, + "FN": 29278, + "FP": 208, + "IoU": 0.06444141257099344, + "TN": 130735275, + "TP": 2031, + "n_pred": 2239, + "n_ref": 31309 + }, + "6": { + "Dice": 0.830637604613015, + "FN": 224600, + "FP": 229068, + "IoU": 0.710333774961291, + "TN": 129200617, + "TP": 1112507, + "n_pred": 1341575, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.38767729144425805, + "FN": 326079, + "FP": 51331, + "IoU": 0.2404464623533863, + "TN": 130269908, + "TP": 119474, + "n_pred": 170805, + "n_ref": 445553 + }, + "8": { + "Dice": 0.717931669783813, + "FN": 88765, + "FP": 22386, + "IoU": 0.5599792560687875, + "TN": 130514188, + "TP": 141453, + "n_pred": 163839, + "n_ref": 230218 + }, + "9": { + "Dice": 0.07018095114873482, + "FN": 98232, + "FP": 2380, + "IoU": 0.036366596749322376, + "TN": 130662383, + "TP": 3797, + "n_pred": 6177, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5529439597667368, + "FN": 87488, + "FP": 95809, + "IoU": 0.382116479523214, + "TN": 71939355, + "TP": 113356, + "n_pred": 209165, + "n_ref": 200844 + }, + "10": { + "Dice": 0.18714199108200139, + "FN": 46148, + "FP": 97319, + "IoU": 0.10323036341588429, + "TN": 72076026, + "TP": 16515, + "n_pred": 113834, + "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": 0.2533729421958163, + "FN": 58156, + "FP": 14228, + "IoU": 0.1450641343632627, + "TN": 72151342, + "TP": 12282, + "n_pred": 26510, + "n_ref": 70438 + }, + "14": { + "Dice": 0.15054101053038355, + "FN": 42680, + "FP": 309030, + "IoU": 0.08139732288605941, + "TN": 71853133, + "TP": 31165, + "n_pred": 340195, + "n_ref": 73845 + }, + "15": { + "Dice": 0.7031121854361808, + "FN": 12027, + "FP": 1729, + "IoU": 0.5421534365118988, + "TN": 72205963, + "TP": 16289, + "n_pred": 18018, + "n_ref": 28316 + }, + "2": { + "Dice": 0.0389519771195473, + "FN": 124755, + "FP": 582, + "IoU": 0.019862836944876717, + "TN": 72108131, + "TP": 2540, + "n_pred": 3122, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7045246950222298, + "FN": 22855, + "FP": 99098, + "IoU": 0.543834909330301, + "TN": 71968664, + "TP": 145391, + "n_pred": 244489, + "n_ref": 168246 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 72236008, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5028054298642534, + "FN": 5449, + "FP": 45, + "IoU": 0.33583172147001933, + "TN": 72227736, + "TP": 2778, + "n_pred": 2823, + "n_ref": 8227 + }, + "6": { + "Dice": 0.5979717788432647, + "FN": 248056, + "FP": 1451220, + "IoU": 0.4265048091185437, + "TN": 69272991, + "TP": 1263741, + "n_pred": 2714961, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.35411329348135495, + "FN": 152661, + "FP": 528039, + "IoU": 0.2151504669664476, + "TN": 71368708, + "TP": 186600, + "n_pred": 714639, + "n_ref": 339261 + }, + "8": { + "Dice": 0.806533096044549, + "FN": 11383, + "FP": 15577, + "IoU": 0.6757900812929915, + "TN": 72152852, + "TP": 56196, + "n_pred": 71773, + "n_ref": 67579 + }, + "9": { + "Dice": 0.10623425587641593, + "FN": 46436, + "FP": 7139, + "IoU": 0.05609683045860568, + "TN": 72179249, + "TP": 3184, + "n_pred": 10323, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.025049868205457005, + "FN": 86179, + "FP": 132787, + "IoU": 0.012683797834781472, + "TN": 52331341, + "TP": 2813, + "n_pred": 135600, + "n_ref": 88992 + }, + "10": { + "Dice": 0.004337024716830182, + "FN": 47081, + "FP": 211, + "IoU": 0.002173225023736681, + "TN": 52505725, + "TP": 103, + "n_pred": 314, + "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": 0.0010859237138591013, + "FN": 21603, + "FP": 474, + "IoU": 0.0005432568246638599, + "TN": 52531031, + "TP": 12, + "n_pred": 486, + "n_ref": 21615 + }, + "14": { + "Dice": 0.07646401065420326, + "FN": 52794, + "FP": 20713, + "IoU": 0.03975179621162639, + "TN": 52476570, + "TP": 3043, + "n_pred": 23756, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 0, + "IoU": 0.0, + "TN": 52527851, + "TP": 0, + "n_pred": 0, + "n_ref": 25269 + }, + "2": { + "Dice": 0.40011541097125547, + "FN": 85153, + "FP": 64544, + "IoU": 0.2500901713255185, + "TN": 52353500, + "TP": 49923, + "n_pred": 114467, + "n_ref": 135076 + }, + "3": { + "Dice": 0.021149832045451403, + "FN": 141563, + "FP": 59, + "IoU": 0.010687940091650833, + "TN": 52409968, + "TP": 1530, + "n_pred": 1589, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 1264, + "IoU": 0.0, + "TN": 52549976, + "TP": 0, + "n_pred": 1264, + "n_ref": 1880 + }, + "5": { + "Dice": 0.15472193840315282, + "FN": 5752, + "FP": 39, + "IoU": 0.08384749248536624, + "TN": 52546799, + "TP": 530, + "n_pred": 569, + "n_ref": 6282 + }, + "6": { + "Dice": 0.7951570822167477, + "FN": 166176, + "FP": 146385, + "IoU": 0.6599674285173448, + "TN": 51633911, + "TP": 606648, + "n_pred": 753033, + "n_ref": 772824 + }, + "7": { + "Dice": 0.1822210056286462, + "FN": 171762, + "FP": 19438, + "IoU": 0.1002437624116479, + "TN": 52340618, + "TP": 21302, + "n_pred": 40740, + "n_ref": 193064 + }, + "8": { + "Dice": 0.6338871485784527, + "FN": 27560, + "FP": 9372, + "IoU": 0.4640078950423778, + "TN": 52484216, + "TP": 31972, + "n_pred": 41344, + "n_ref": 59532 + }, + "9": { + "Dice": 0.17919221143027714, + "FN": 70286, + "FP": 1208, + "IoU": 0.09841357915710358, + "TN": 52473822, + "TP": 7804, + "n_pred": 9012, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5974226058398138, + "FN": 133735, + "FP": 80534, + "IoU": 0.4259462674411128, + "TN": 143763994, + "TP": 158987, + "n_pred": 239521, + "n_ref": 292722 + }, + "10": { + "Dice": 0.6008766021821799, + "FN": 40289, + "FP": 36749, + "IoU": 0.42946648102615753, + "TN": 144002222, + "TP": 57990, + "n_pred": 94739, + "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": 0.02823831619316383, + "FN": 102740, + "FP": 4697, + "IoU": 0.014321363694746693, + "TN": 144028252, + "TP": 1561, + "n_pred": 6258, + "n_ref": 104301 + }, + "14": { + "Dice": 0.6623455401082076, + "FN": 206995, + "FP": 77, + "IoU": 0.49515443634209316, + "TN": 143727081, + "TP": 203097, + "n_pred": 203174, + "n_ref": 410092 + }, + "15": { + "Dice": 0.23331676401143284, + "FN": 18911, + "FP": 5767, + "IoU": 0.13206485421868955, + "TN": 144108817, + "TP": 3755, + "n_pred": 9522, + "n_ref": 22666 + }, + "2": { + "Dice": 0.5115795632496429, + "FN": 63716, + "FP": 78197, + "IoU": 0.3437063551522887, + "TN": 143921016, + "TP": 74321, + "n_pred": 152518, + "n_ref": 138037 + }, + "3": { + "Dice": 0.5381752279990646, + "FN": 91346, + "FP": 50848, + "IoU": 0.36815303605945476, + "TN": 143912205, + "TP": 82851, + "n_pred": 133699, + "n_ref": 174197 + }, + "4": { + "Dice": 0.0, + "FN": 51170, + "FP": 0, + "IoU": 0.0, + "TN": 144086080, + "TP": 0, + "n_pred": 0, + "n_ref": 51170 + }, + "5": { + "Dice": 0.1433718403294064, + "FN": 29625, + "FP": 333, + "IoU": 0.07722162328661636, + "TN": 144104785, + "TP": 2507, + "n_pred": 2840, + "n_ref": 32132 + }, + "6": { + "Dice": 0.7804564206839314, + "FN": 103674, + "FP": 602345, + "IoU": 0.6399577956218823, + "TN": 142176316, + "TP": 1254915, + "n_pred": 1857260, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.44925129022143506, + "FN": 143035, + "FP": 116925, + "IoU": 0.28969960599585776, + "TN": 143771264, + "TP": 106026, + "n_pred": 222951, + "n_ref": 249061 + }, + "8": { + "Dice": 0.737040386152031, + "FN": 81996, + "FP": 22983, + "IoU": 0.5835819119397064, + "TN": 143885150, + "TP": 147121, + "n_pred": 170104, + "n_ref": 229117 + }, + "9": { + "Dice": 0.1416244350089029, + "FN": 87222, + "FP": 516, + "IoU": 0.07620872641509434, + "TN": 144042274, + "TP": 7238, + "n_pred": 7754, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7541876084552378, + "FN": 46249, + "FP": 63109, + "IoU": 0.6053781561123119, + "TN": 111501799, + "TP": 167763, + "n_pred": 230872, + "n_ref": 214012 + }, + "10": { + "Dice": 0.591311834128493, + "FN": 21276, + "FP": 12903, + "IoU": 0.41976063152533744, + "TN": 111720015, + "TP": 24726, + "n_pred": 37629, + "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": 0.27589236683141133, + "FN": 44151, + "FP": 2000, + "IoU": 0.1600203847623901, + "TN": 111723977, + "TP": 8792, + "n_pred": 10792, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7206850942677159, + "FN": 11607, + "FP": 50690, + "IoU": 0.5633367445642269, + "TN": 111636254, + "TP": 80369, + "n_pred": 131059, + "n_ref": 91976 + }, + "15": { + "Dice": 0.6421582220813691, + "FN": 2627, + "FP": 6406, + "IoU": 0.47292566227097677, + "TN": 111761782, + "TP": 8105, + "n_pred": 14511, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8258530446993598, + "FN": 47815, + "FP": 19028, + "IoU": 0.7033642943679911, + "TN": 111553583, + "TP": 158494, + "n_pred": 177522, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7321847813439016, + "FN": 9954, + "FP": 29173, + "IoU": 0.5775169524467672, + "TN": 111686308, + "TP": 53485, + "n_pred": 82658, + "n_ref": 63439 + }, + "4": { + "Dice": 0.04233025984911987, + "FN": 18275, + "FP": 5, + "IoU": 0.021622778848212374, + "TN": 111760236, + "TP": 404, + "n_pred": 409, + "n_ref": 18679 + }, + "5": { + "Dice": 0.00015140618494265492, + "FN": 26414, + "FP": 1, + "IoU": 7.570882386342128e-05, + "TN": 111752503, + "TP": 2, + "n_pred": 3, + "n_ref": 26416 + }, + "6": { + "Dice": 0.8447713331797781, + "FN": 290351, + "FP": 56724, + "IoU": 0.731258977069033, + "TN": 110487435, + "TP": 944410, + "n_pred": 1001134, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.1814176545089724, + "FN": 206521, + "FP": 81092, + "IoU": 0.09975773434663394, + "TN": 111459436, + "TP": 31871, + "n_pred": 112963, + "n_ref": 238392 + }, + "8": { + "Dice": 0.65661918328585, + "FN": 138962, + "FP": 5670, + "IoU": 0.488781122311923, + "TN": 111496004, + "TP": 138284, + "n_pred": 143954, + "n_ref": 277246 + }, + "9": { + "Dice": 0.20078040272358313, + "FN": 71360, + "FP": 123, + "IoU": 0.11159305013546768, + "TN": 111698458, + "TP": 8979, + "n_pred": 9102, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.19127304902091324, + "FN": 143138, + "FP": 45149, + "IoU": 0.10575009617530978, + "TN": 198877322, + "TP": 22266, + "n_pred": 67415, + "n_ref": 165404 + }, + "10": { + "Dice": 0.5021999599278701, + "FN": 31796, + "FP": 30317, + "IoU": 0.3352917255254484, + "TN": 198994431, + "TP": 31331, + "n_pred": 61648, + "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": 1917, + "IoU": 0.0, + "TN": 199050364, + "TP": 0, + "n_pred": 1917, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5141220073272557, + "FN": 22811, + "FP": 22811, + "IoU": 0.3460055333362003, + "TN": 199018116, + "TP": 24137, + "n_pred": 46948, + "n_ref": 46948 + }, + "15": { + "Dice": 0.023552865788536846, + "FN": 136912, + "FP": 230, + "IoU": 0.011916769935733018, + "TN": 198949079, + "TP": 1654, + "n_pred": 1884, + "n_ref": 138566 + }, + "2": { + "Dice": 0.6095167617869778, + "FN": 9324, + "FP": 144756, + "IoU": 0.4383488740003062, + "TN": 198813541, + "TP": 120254, + "n_pred": 265010, + "n_ref": 129578 + }, + "3": { + "Dice": 0.018732805808446072, + "FN": 137510, + "FP": 884, + "IoU": 0.009454961886697921, + "TN": 198948160, + "TP": 1321, + "n_pred": 2205, + "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": 0.08951406649616368, + "FN": 19123, + "FP": 101, + "IoU": 0.04685408299866131, + "TN": 199067706, + "TP": 945, + "n_pred": 1046, + "n_ref": 20068 + }, + "6": { + "Dice": 0.7877851037793626, + "FN": 149756, + "FP": 391837, + "IoU": 0.6498724823754157, + "TN": 197541030, + "TP": 1005252, + "n_pred": 1397089, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.26479417867112975, + "FN": 115911, + "FP": 107682, + "IoU": 0.15260102024573824, + "TN": 198824017, + "TP": 40265, + "n_pred": 147947, + "n_ref": 156176 + }, + "8": { + "Dice": 0.7202823040996368, + "FN": 31606, + "FP": 35771, + "IoU": 0.5628446855170445, + "TN": 198933749, + "TP": 86749, + "n_pred": 122520, + "n_ref": 118355 + }, + "9": { + "Dice": 0.3392091920825027, + "FN": 81789, + "FP": 2405, + "IoU": 0.20424558617821634, + "TN": 198982071, + "TP": 21610, + "n_pred": 24015, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7833998542912674, + "FN": 22543, + "FP": 66946, + "IoU": 0.64392549767031, + "TN": 130823871, + "TP": 161832, + "n_pred": 228778, + "n_ref": 184375 + }, + "10": { + "Dice": 0.4279888594711687, + "FN": 20485, + "FP": 145873, + "IoU": 0.27225561475804266, + "TN": 130846598, + "TP": 62236, + "n_pred": 208109, + "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": 0.17475005318017442, + "FN": 80300, + "FP": 12808, + "IoU": 0.0957403414719422, + "TN": 130972226, + "TP": 9858, + "n_pred": 22666, + "n_ref": 90158 + }, + "14": { + "Dice": 0.1710275254317048, + "FN": 33353, + "FP": 192130, + "IoU": 0.0935101691303876, + "TN": 130826449, + "TP": 23260, + "n_pred": 215390, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6353002982122715, + "FN": 7021, + "FP": 16582, + "IoU": 0.46552387853535926, + "TN": 131031031, + "TP": 20558, + "n_pred": 37140, + "n_ref": 27579 + }, + "2": { + "Dice": 0.4362519488036446, + "FN": 113526, + "FP": 7248, + "IoU": 0.27897841245582194, + "TN": 130907688, + "TP": 46730, + "n_pred": 53978, + "n_ref": 160256 + }, + "3": { + "Dice": 0.6841644316574829, + "FN": 14693, + "FP": 147228, + "IoU": 0.5199467533160588, + "TN": 130737894, + "TP": 175377, + "n_pred": 322605, + "n_ref": 190070 + }, + "4": { + "Dice": 0.0, + "FN": 73080, + "FP": 0, + "IoU": 0.0, + "TN": 131002112, + "TP": 0, + "n_pred": 0, + "n_ref": 73080 + }, + "5": { + "Dice": 0.0004081077404434771, + "FN": 14696, + "FP": 0, + "IoU": 0.00020409551670181645, + "TN": 131060493, + "TP": 3, + "n_pred": 3, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7309584518115456, + "FN": 168884, + "FP": 787411, + "IoU": 0.575992529838745, + "TN": 128819819, + "TP": 1299078, + "n_pred": 2086489, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.34662229132910755, + "FN": 496178, + "FP": 563157, + "IoU": 0.20964495257877178, + "TN": 129734864, + "TP": 280993, + "n_pred": 844150, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8237714081294997, + "FN": 26866, + "FP": 16485, + "IoU": 0.7003497566909975, + "TN": 130930520, + "TP": 101321, + "n_pred": 117806, + "n_ref": 128187 + }, + "9": { + "Dice": 0.344140625, + "FN": 50566, + "FP": 6520, + "IoU": 0.20783203585751356, + "TN": 131003129, + "TP": 14977, + "n_pred": 21497, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7614556210552628, + "FN": 32762, + "FP": 81756, + "IoU": 0.6147988186778072, + "TN": 101319906, + "TP": 182776, + "n_pred": 264532, + "n_ref": 215538 + }, + "10": { + "Dice": 0.26154713190071305, + "FN": 19138, + "FP": 131547, + "IoU": 0.15044821559451993, + "TN": 101439830, + "TP": 26685, + "n_pred": 158232, + "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": 0.12537717339828158, + "FN": 55451, + "FP": 9188, + "IoU": 0.06688127959348654, + "TN": 101547928, + "TP": 4633, + "n_pred": 13821, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8837548679398963, + "FN": 9689, + "FP": 4012, + "IoU": 0.7917211395214496, + "TN": 101551418, + "TP": 52081, + "n_pred": 56093, + "n_ref": 61770 + }, + "15": { + "Dice": 0.6950845877181298, + "FN": 15003, + "FP": 1020, + "IoU": 0.5326663944467129, + "TN": 101582914, + "TP": 18263, + "n_pred": 19283, + "n_ref": 33266 + }, + "2": { + "Dice": 0.5961670041354421, + "FN": 43824, + "FP": 130289, + "IoU": 0.4246708874144175, + "TN": 101314568, + "TP": 128519, + "n_pred": 258808, + "n_ref": 172343 + }, + "3": { + "Dice": 0.45024859234343334, + "FN": 114880, + "FP": 26985, + "IoU": 0.2905295585595047, + "TN": 101417241, + "TP": 58094, + "n_pred": 85079, + "n_ref": 172974 + }, + "4": { + "Dice": 0.0, + "FN": 16213, + "FP": 0, + "IoU": 0.0, + "TN": 101600987, + "TP": 0, + "n_pred": 0, + "n_ref": 16213 + }, + "5": { + "Dice": 0.24816728433467689, + "FN": 25784, + "FP": 2009, + "IoU": 0.1416615194564546, + "TN": 101584820, + "TP": 4587, + "n_pred": 6596, + "n_ref": 30371 + }, + "6": { + "Dice": 0.7982542696911572, + "FN": 278978, + "FP": 355244, + "IoU": 0.6642455633988478, + "TN": 99728254, + "TP": 1254724, + "n_pred": 1609968, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.7127486533552209, + "FN": 142353, + "FP": 87754, + "IoU": 0.5536981221367532, + "TN": 101101614, + "TP": 285479, + "n_pred": 373233, + "n_ref": 427832 + }, + "8": { + "Dice": 0.6691079668524904, + "FN": 105137, + "FP": 20282, + "IoU": 0.5027515006383164, + "TN": 101364974, + "TP": 126807, + "n_pred": 147089, + "n_ref": 231944 + }, + "9": { + "Dice": 0.21890620715837428, + "FN": 70619, + "FP": 3449, + "IoU": 0.12290549101803498, + "TN": 101532753, + "TP": 10379, + "n_pred": 13828, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6058240263563148, + "FN": 107141, + "FP": 28776, + "IoU": 0.4345391383936929, + "TN": 118941847, + "TP": 104448, + "n_pred": 133224, + "n_ref": 211589 + }, + "10": { + "Dice": 0.4955034272045669, + "FN": 19121, + "FP": 106370, + "IoU": 0.32934832565546873, + "TN": 118995094, + "TP": 61627, + "n_pred": 167997, + "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": 0.14159246487209842, + "FN": 27573, + "FP": 39139, + "IoU": 0.07619021242418368, + "TN": 119109998, + "TP": 5502, + "n_pred": 44641, + "n_ref": 33075 + }, + "14": { + "Dice": 0.09912463395919134, + "FN": 59537, + "FP": 55521, + "IoU": 0.052146834942498436, + "TN": 119060824, + "TP": 6330, + "n_pred": 61851, + "n_ref": 65867 + }, + "15": { + "Dice": 0.527732998985014, + "FN": 11881, + "FP": 3939, + "IoU": 0.35844924773916215, + "TN": 119157553, + "TP": 8839, + "n_pred": 12778, + "n_ref": 20720 + }, + "2": { + "Dice": 0.6135724594204544, + "FN": 98890, + "FP": 20263, + "IoU": 0.4425564564044744, + "TN": 118968463, + "TP": 94596, + "n_pred": 114859, + "n_ref": 193486 + }, + "3": { + "Dice": 0.7503269172178199, + "FN": 57856, + "FP": 34745, + "IoU": 0.6004185635073033, + "TN": 118950467, + "TP": 139144, + "n_pred": 173889, + "n_ref": 197000 + }, + "4": { + "Dice": 0.0, + "FN": 43337, + "FP": 1, + "IoU": 0.0, + "TN": 119138874, + "TP": 0, + "n_pred": 1, + "n_ref": 43337 + }, + "5": { + "Dice": 0.037756740297846425, + "FN": 17381, + "FP": 0, + "IoU": 0.019241620584584132, + "TN": 119164490, + "TP": 341, + "n_pred": 341, + "n_ref": 17722 + }, + "6": { + "Dice": 0.837106780424422, + "FN": 189809, + "FP": 413072, + "IoU": 0.7198483629734649, + "TN": 117030231, + "TP": 1549100, + "n_pred": 1962172, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.43334769510937915, + "FN": 173411, + "FP": 151440, + "IoU": 0.276607447457612, + "TN": 118733146, + "TP": 124215, + "n_pred": 275655, + "n_ref": 297626 + }, + "8": { + "Dice": 0.7831136261333677, + "FN": 21273, + "FP": 12455, + "IoU": 0.6435388241262325, + "TN": 119087593, + "TP": 60891, + "n_pred": 73346, + "n_ref": 82164 + }, + "9": { + "Dice": 0.5121739967279376, + "FN": 53589, + "FP": 7239, + "IoU": 0.3442432082794308, + "TN": 119089452, + "TP": 31932, + "n_pred": 39171, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 11422, + "IoU": 0.0, + "TN": 61321058, + "TP": 0, + "n_pred": 11422, + "n_ref": 0 + }, + "10": { + "Dice": 0.4925932273940403, + "FN": 14310, + "FP": 27136, + "IoU": 0.32678188551751025, + "TN": 61270916, + "TP": 20118, + "n_pred": 47254, + "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": 0.23331389050912424, + "FN": 44296, + "FP": 10910, + "IoU": 0.13206301292330913, + "TN": 61268874, + "TP": 8400, + "n_pred": 19310, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8253733112111875, + "FN": 75570, + "FP": 6946, + "IoU": 0.7026686172627755, + "TN": 61054958, + "TP": 195006, + "n_pred": 201952, + "n_ref": 270576 + }, + "15": { + "Dice": 0.07433073949004063, + "FN": 94431, + "FP": 140, + "IoU": 0.038599951203643464, + "TN": 61234112, + "TP": 3797, + "n_pred": 3937, + "n_ref": 98228 + }, + "2": { + "Dice": 0.5156007756122629, + "FN": 101246, + "FP": 10921, + "IoU": 0.34734643291458894, + "TN": 61160617, + "TP": 59696, + "n_pred": 70617, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7681063122923588, + "FN": 16513, + "FP": 51193, + "IoU": 0.6235167206040992, + "TN": 61152642, + "TP": 112132, + "n_pred": 163325, + "n_ref": 128645 + }, + "4": { + "Dice": 0.0011370904697605004, + "FN": 42165, + "FP": 0, + "IoU": 0.0005688686624475575, + "TN": 61290291, + "TP": 24, + "n_pred": 24, + "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": 0.8184637948143965, + "FN": 103368, + "FP": 385802, + "IoU": 0.6927115658599955, + "TN": 59740588, + "TP": 1102722, + "n_pred": 1488524, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.23309317404061078, + "FN": 162201, + "FP": 114341, + "IoU": 0.1319215991562241, + "TN": 61013912, + "TP": 42026, + "n_pred": 156367, + "n_ref": 204227 + }, + "8": { + "Dice": 0.6088954803089484, + "FN": 40746, + "FP": 12524, + "IoU": 0.43770649271140105, + "TN": 61237743, + "TP": 41467, + "n_pred": 53991, + "n_ref": 82213 + }, + "9": { + "Dice": 0.42591744074644894, + "FN": 42924, + "FP": 12204, + "IoU": 0.2705813861176533, + "TN": 61256902, + "TP": 20450, + "n_pred": 32654, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8650077466543331, + "FN": 26133, + "FP": 21004, + "IoU": 0.7621265643924102, + "TN": 148909340, + "TP": 151023, + "n_pred": 172027, + "n_ref": 177156 + }, + "10": { + "Dice": 0.2643758765778401, + "FN": 56591, + "FP": 33623, + "IoU": 0.15232323232323233, + "TN": 149001075, + "TP": 16211, + "n_pred": 49834, + "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": 0.03980499245377257, + "FN": 82534, + "FP": 5899, + "IoU": 0.02030664923670042, + "TN": 149017234, + "TP": 1833, + "n_pred": 7732, + "n_ref": 84367 + }, + "14": { + "Dice": 0.7609299410834753, + "FN": 12926, + "FP": 37431, + "IoU": 0.6141137344153506, + "TN": 148977003, + "TP": 80140, + "n_pred": 117571, + "n_ref": 93066 + }, + "15": { + "Dice": 0.6539216012235263, + "FN": 18375, + "FP": 2443, + "IoU": 0.48579755965024946, + "TN": 149067014, + "TP": 19668, + "n_pred": 22111, + "n_ref": 38043 + }, + "2": { + "Dice": 0.8310341828303035, + "FN": 37574, + "FP": 10991, + "IoU": 0.7109140152980743, + "TN": 148939505, + "TP": 119430, + "n_pred": 130421, + "n_ref": 157004 + }, + "3": { + "Dice": 0.49675658672198464, + "FN": 30871, + "FP": 28322, + "IoU": 0.33045651977196633, + "TN": 149019092, + "TP": 29215, + "n_pred": 57537, + "n_ref": 60086 + }, + "4": { + "Dice": 0.03286920794339192, + "FN": 25401, + "FP": 21, + "IoU": 0.016709213274541657, + "TN": 149081646, + "TP": 432, + "n_pred": 453, + "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": 0.8268519975125715, + "FN": 267713, + "FP": 83396, + "IoU": 0.7048147341677224, + "TN": 147918047, + "TP": 838344, + "n_pred": 921740, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.17790709170774424, + "FN": 243643, + "FP": 47382, + "IoU": 0.09763886950994527, + "TN": 148784985, + "TP": 31490, + "n_pred": 78872, + "n_ref": 275133 + }, + "8": { + "Dice": 0.7597622447213569, + "FN": 88590, + "FP": 248, + "IoU": 0.6125940300460065, + "TN": 148878185, + "TP": 140477, + "n_pred": 140725, + "n_ref": 229067 + }, + "9": { + "Dice": 0.2735413274771875, + "FN": 73038, + "FP": 3708, + "IoU": 0.15844070398596413, + "TN": 149016305, + "TP": 14449, + "n_pred": 18157, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.10985237204123656, + "FN": 482348, + "FP": 48504, + "IoU": 0.058118408539268425, + "TN": 100149192, + "TP": 32756, + "n_pred": 81260, + "n_ref": 515104 + }, + "10": { + "Dice": 0.28554451799717134, + "FN": 21411, + "FP": 63960, + "IoU": 0.16655114174419852, + "TN": 100610369, + "TP": 17060, + "n_pred": 81020, + "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": 10102, + "IoU": 0.0, + "TN": 100663543, + "TP": 0, + "n_pred": 10102, + "n_ref": 39155 + }, + "14": { + "Dice": 0.5369128132235952, + "FN": 95346, + "FP": 5651, + "IoU": 0.3669725345668334, + "TN": 100553254, + "TP": 58549, + "n_pred": 64200, + "n_ref": 153895 + }, + "15": { + "Dice": 0.002033116747013205, + "FN": 95169, + "FP": 57, + "IoU": 0.001017592816004532, + "TN": 100617477, + "TP": 97, + "n_pred": 154, + "n_ref": 95266 + }, + "2": { + "Dice": 0.16087824209286855, + "FN": 210544, + "FP": 25339, + "IoU": 0.08747557979844871, + "TN": 100454305, + "TP": 22612, + "n_pred": 47951, + "n_ref": 233156 + }, + "3": { + "Dice": 0.5451846807321747, + "FN": 99059, + "FP": 109311, + "IoU": 0.3747449408262717, + "TN": 100379544, + "TP": 124886, + "n_pred": 234197, + "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": 0.35696602362266733, + "FN": 1454825, + "FP": 790640, + "IoU": 0.2172602811353476, + "TN": 97844075, + "TP": 623260, + "n_pred": 1413900, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.184593983840365, + "FN": 137663, + "FP": 168323, + "IoU": 0.10168192800796193, + "TN": 100372179, + "TP": 34635, + "n_pred": 202958, + "n_ref": 172298 + }, + "8": { + "Dice": 0.6247424634709688, + "FN": 43383, + "FP": 31840, + "IoU": 0.4542730702263494, + "TN": 100574960, + "TP": 62617, + "n_pred": 94457, + "n_ref": 106000 + }, + "9": { + "Dice": 0.39485598689914264, + "FN": 69063, + "FP": 31449, + "IoU": 0.24599411870611534, + "TN": 100579496, + "TP": 32792, + "n_pred": 64241, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.635329587501713, + "FN": 31474, + "FP": 21746, + "IoU": 0.46555533239606345, + "TN": 78851120, + "TP": 46360, + "n_pred": 68106, + "n_ref": 77834 + }, + "10": { + "Dice": 0.5010361207638601, + "FN": 23228, + "FP": 8074, + "IoU": 0.3342549661831639, + "TN": 78903682, + "TP": 15716, + "n_pred": 23790, + "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": 0.0010240655401945725, + "FN": 59374, + "FP": 1107, + "IoU": 0.0005122950819672131, + "TN": 78890188, + "TP": 31, + "n_pred": 1138, + "n_ref": 59405 + }, + "14": { + "Dice": 0.3334136147906779, + "FN": 15502, + "FP": 31549, + "IoU": 0.20005780543371077, + "TN": 78891882, + "TP": 11767, + "n_pred": 43316, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8023237556916314, + "FN": 18239, + "FP": 1905, + "IoU": 0.6699003670686943, + "TN": 78889676, + "TP": 40880, + "n_pred": 42785, + "n_ref": 59119 + }, + "2": { + "Dice": 0.5385558105007423, + "FN": 50244, + "FP": 35227, + "IoU": 0.36850932411265774, + "TN": 78815352, + "TP": 49877, + "n_pred": 85104, + "n_ref": 100121 + }, + "3": { + "Dice": 0.2865914513016947, + "FN": 69601, + "FP": 5456, + "IoU": 0.16726393218909832, + "TN": 78860567, + "TP": 15076, + "n_pred": 20532, + "n_ref": 84677 + }, + "4": { + "Dice": 0.43490962205587, + "FN": 12364, + "FP": 16, + "IoU": 0.2778814745683621, + "TN": 78933556, + "TP": 4764, + "n_pred": 4780, + "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": 0.7622002655818013, + "FN": 238142, + "FP": 54472, + "IoU": 0.615770261043122, + "TN": 78189140, + "TP": 468946, + "n_pred": 523418, + "n_ref": 707088 + }, + "7": { + "Dice": 0.0812665119186458, + "FN": 688676, + "FP": 44737, + "IoU": 0.04235424691519227, + "TN": 78184850, + "TP": 32437, + "n_pred": 77174, + "n_ref": 721113 + }, + "8": { + "Dice": 0.5236709464367683, + "FN": 213602, + "FP": 164, + "IoU": 0.3547115361394866, + "TN": 78619428, + "TP": 117506, + "n_pred": 117670, + "n_ref": 331108 + }, + "9": { + "Dice": 0.19428408749426668, + "FN": 50906, + "FP": 37, + "IoU": 0.10759393886309888, + "TN": 78893615, + "TP": 6142, + "n_pred": 6179, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7243809202143175, + "FN": 30241, + "FP": 59524, + "IoU": 0.5678661692141052, + "TN": 104796715, + "TP": 117960, + "n_pred": 177484, + "n_ref": 148201 + }, + "10": { + "Dice": 0.6294596223982427, + "FN": 34507, + "FP": 27570, + "IoU": 0.4592784223546218, + "TN": 104889636, + "TP": 52727, + "n_pred": 80297, + "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": 0.08551699114442189, + "FN": 74047, + "FP": 6604, + "IoU": 0.04466845135154344, + "TN": 104920018, + "TP": 3771, + "n_pred": 10375, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8492563569486646, + "FN": 16978, + "FP": 1874, + "IoU": 0.7380065595641782, + "TN": 104932484, + "TP": 53104, + "n_pred": 54978, + "n_ref": 70082 + }, + "15": { + "Dice": 0.6369720241360395, + "FN": 12748, + "FP": 488, + "IoU": 0.46732131358660656, + "TN": 104979592, + "TP": 11612, + "n_pred": 12100, + "n_ref": 24360 + }, + "2": { + "Dice": 0.7152184135626779, + "FN": 26258, + "FP": 88808, + "IoU": 0.5566848257422233, + "TN": 104744882, + "TP": 144492, + "n_pred": 233300, + "n_ref": 170750 + }, + "3": { + "Dice": 0.440551060321356, + "FN": 107590, + "FP": 9120, + "IoU": 0.28250431874488974, + "TN": 104841777, + "TP": 45953, + "n_pred": 55073, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 105004437, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "5": { + "Dice": 0.17610427990923003, + "FN": 26743, + "FP": 4481, + "IoU": 0.09655391915743179, + "TN": 104969879, + "TP": 3337, + "n_pred": 7818, + "n_ref": 30080 + }, + "6": { + "Dice": 0.7760754903097534, + "FN": 101361, + "FP": 553330, + "IoU": 0.6340877106106522, + "TN": 103215238, + "TP": 1134511, + "n_pred": 1687841, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.5168525990980299, + "FN": 95087, + "FP": 157315, + "IoU": 0.3484836360726574, + "TN": 104617033, + "TP": 135005, + "n_pred": 292320, + "n_ref": 230092 + }, + "8": { + "Dice": 0.6318640476715957, + "FN": 187242, + "FP": 21261, + "IoU": 0.4618430256117737, + "TN": 104617001, + "TP": 178936, + "n_pred": 200197, + "n_ref": 366178 + }, + "9": { + "Dice": 0.11134882031202696, + "FN": 88037, + "FP": 23, + "IoU": 0.058956794938927304, + "TN": 104910863, + "TP": 5517, + "n_pred": 5540, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3654324678568108, + "FN": 317889, + "FP": 30210, + "IoU": 0.22356523096825998, + "TN": 177227958, + "TP": 100231, + "n_pred": 130441, + "n_ref": 418120 + }, + "10": { + "Dice": 0.3053340398857453, + "FN": 48337, + "FP": 59157, + "IoU": 0.18017358409981848, + "TN": 177545170, + "TP": 23624, + "n_pred": 82781, + "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": 0.015223668878869244, + "FN": 76482, + "FP": 1272, + "IoU": 0.007670218875630145, + "TN": 177597933, + "TP": 601, + "n_pred": 1873, + "n_ref": 77083 + }, + "14": { + "Dice": 0.819306590216392, + "FN": 19660, + "FP": 5299, + "IoU": 0.6939198469537918, + "TN": 177594744, + "TP": 56585, + "n_pred": 61884, + "n_ref": 76245 + }, + "15": { + "Dice": 0.7486052247204463, + "FN": 7537, + "FP": 2962, + "IoU": 0.5982166775094715, + "TN": 177650157, + "TP": 15632, + "n_pred": 18594, + "n_ref": 23169 + }, + "2": { + "Dice": 0.6808959075961099, + "FN": 58975, + "FP": 86674, + "IoU": 0.5161805740100983, + "TN": 177375248, + "TP": 155391, + "n_pred": 242065, + "n_ref": 214366 + }, + "3": { + "Dice": 0.5853342255929809, + "FN": 108643, + "FP": 30778, + "IoU": 0.413761494893261, + "TN": 177438465, + "TP": 98402, + "n_pred": 129180, + "n_ref": 207045 + }, + "4": { + "Dice": 0.0, + "FN": 34433, + "FP": 0, + "IoU": 0.0, + "TN": 177641855, + "TP": 0, + "n_pred": 0, + "n_ref": 34433 + }, + "5": { + "Dice": 0.3155524949676873, + "FN": 25224, + "FP": 618, + "IoU": 0.18733293499795592, + "TN": 177644489, + "TP": 5957, + "n_pred": 6575, + "n_ref": 31181 + }, + "6": { + "Dice": 0.700617977499593, + "FN": 424339, + "FP": 756083, + "IoU": 0.5391932205983506, + "TN": 175114646, + "TP": 1381220, + "n_pred": 2137303, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.5183479504278781, + "FN": 143980, + "FP": 272689, + "IoU": 0.3498445877205575, + "TN": 177035412, + "TP": 224207, + "n_pred": 496896, + "n_ref": 368187 + }, + "8": { + "Dice": 0.6749888690741213, + "FN": 57697, + "FP": 78808, + "IoU": 0.5094212820706335, + "TN": 177398035, + "TP": 141748, + "n_pred": 220556, + "n_ref": 199445 + }, + "9": { + "Dice": 0.08977278335107546, + "FN": 128857, + "FP": 256, + "IoU": 0.046995866548568056, + "TN": 177540808, + "TP": 6367, + "n_pred": 6623, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7071848894447385, + "FN": 54747, + "FP": 54825, + "IoU": 0.5470116211288742, + "TN": 193763648, + "TP": 132315, + "n_pred": 187140, + "n_ref": 187062 + }, + "10": { + "Dice": 0.5977226952758888, + "FN": 42085, + "FP": 18434, + "IoU": 0.4262514220705347, + "TN": 193900055, + "TP": 44961, + "n_pred": 63395, + "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": 0.2758834813656676, + "FN": 54437, + "FP": 10866, + "IoU": 0.16001440644173753, + "TN": 193927792, + "TP": 12440, + "n_pred": 23306, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7411868075348778, + "FN": 6730, + "FP": 41578, + "IoU": 0.5887980932924753, + "TN": 193888055, + "TP": 69172, + "n_pred": 110750, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7277547722452278, + "FN": 6555, + "FP": 4227, + "IoU": 0.5720239749136665, + "TN": 193980342, + "TP": 14411, + "n_pred": 18638, + "n_ref": 20966 + }, + "2": { + "Dice": 0.6157230779321579, + "FN": 26250, + "FP": 114360, + "IoU": 0.4447976182485124, + "TN": 193752276, + "TP": 112649, + "n_pred": 227009, + "n_ref": 138899 + }, + "3": { + "Dice": 0.049340675264454424, + "FN": 131150, + "FP": 60, + "IoU": 0.025294357983879953, + "TN": 193870920, + "TP": 3405, + "n_pred": 3465, + "n_ref": 134555 + }, + "4": { + "Dice": 0.0, + "FN": 21029, + "FP": 0, + "IoU": 0.0, + "TN": 193984506, + "TP": 0, + "n_pred": 0, + "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": 0.7840986908140506, + "FN": 298572, + "FP": 299830, + "IoU": 0.6448703401257193, + "TN": 192320511, + "TP": 1086622, + "n_pred": 1386452, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.41765839871674887, + "FN": 221337, + "FP": 59294, + "IoU": 0.2639495785094921, + "TN": 193624269, + "TP": 100635, + "n_pred": 159929, + "n_ref": 321972 + }, + "8": { + "Dice": 0.6243389182702991, + "FN": 129016, + "FP": 6228, + "IoU": 0.4538464644833017, + "TN": 193757905, + "TP": 112386, + "n_pred": 118614, + "n_ref": 241402 + }, + "9": { + "Dice": 0.4164561193472904, + "FN": 71632, + "FP": 3431, + "IoU": 0.2629899458015867, + "TN": 193903687, + "TP": 26785, + "n_pred": 30216, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6172804601623242, + "FN": 51137, + "FP": 27376, + "IoU": 0.44642492015032187, + "TN": 99513971, + "TP": 63316, + "n_pred": 90692, + "n_ref": 114453 + }, + "10": { + "Dice": 0.6203231816501258, + "FN": 28901, + "FP": 23472, + "IoU": 0.44961484704225646, + "TN": 99560643, + "TP": 42784, + "n_pred": 66256, + "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": 0.07626322909206652, + "FN": 43035, + "FP": 15008, + "IoU": 0.03964327669220206, + "TN": 99595361, + "TP": 2396, + "n_pred": 17404, + "n_ref": 45431 + }, + "14": { + "Dice": 0.5007443058672899, + "FN": 21679, + "FP": 43050, + "IoU": 0.33399526700277804, + "TN": 99558610, + "TP": 32461, + "n_pred": 75511, + "n_ref": 54140 + }, + "15": { + "Dice": 0.499637943519189, + "FN": 25182, + "FP": 385, + "IoU": 0.333011583011583, + "TN": 99617468, + "TP": 12765, + "n_pred": 13150, + "n_ref": 37947 + }, + "2": { + "Dice": 0.5451015713433708, + "FN": 69967, + "FP": 4781, + "IoU": 0.37466641011268853, + "TN": 99536267, + "TP": 44785, + "n_pred": 49566, + "n_ref": 114752 + }, + "3": { + "Dice": 0.8118780017700168, + "FN": 7762, + "FP": 46017, + "IoU": 0.6833288189087654, + "TN": 99485974, + "TP": 116047, + "n_pred": 162064, + "n_ref": 123809 + }, + "4": { + "Dice": 0.0, + "FN": 18906, + "FP": 0, + "IoU": 0.0, + "TN": 99636894, + "TP": 0, + "n_pred": 0, + "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": 0.8951729603854152, + "FN": 147832, + "FP": 134684, + "IoU": 0.8102380990762981, + "TN": 98167008, + "TP": 1206276, + "n_pred": 1340960, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.40423551369437427, + "FN": 80772, + "FP": 173315, + "IoU": 0.25331777788226445, + "TN": 99315512, + "TP": 86201, + "n_pred": 259516, + "n_ref": 166973 + }, + "8": { + "Dice": 0.6451942196654722, + "FN": 40246, + "FP": 26488, + "IoU": 0.4762263558590378, + "TN": 99528390, + "TP": 60676, + "n_pred": 87164, + "n_ref": 100922 + }, + "9": { + "Dice": 0.16437724539394055, + "FN": 86978, + "FP": 12, + "IoU": 0.0895484897326942, + "TN": 99560254, + "TP": 8556, + "n_pred": 8568, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.526553122063887, + "FN": 255532, + "FP": 88635, + "IoU": 0.35736145628910676, + "TN": 62547967, + "TP": 191386, + "n_pred": 280021, + "n_ref": 446918 + }, + "10": { + "Dice": 0.6039712767398798, + "FN": 30725, + "FP": 21889, + "IoU": 0.4326352794012983, + "TN": 62990786, + "TP": 40120, + "n_pred": 62009, + "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": 857, + "IoU": 0.0, + "TN": 63037008, + "TP": 0, + "n_pred": 857, + "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": 0.6117033185173687, + "FN": 21512, + "FP": 108567, + "IoU": 0.4406142625538082, + "TN": 62850981, + "TP": 102460, + "n_pred": 211027, + "n_ref": 123972 + }, + "3": { + "Dice": 0.23094688221709006, + "FN": 110739, + "FP": 1482, + "IoU": 0.13054830287206268, + "TN": 62954449, + "TP": 16850, + "n_pred": 18332, + "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": 0.7097176409441672, + "FN": 311729, + "FP": 357364, + "IoU": 0.550048317690327, + "TN": 61596487, + "TP": 817940, + "n_pred": 1175304, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.3504236550862337, + "FN": 90196, + "FP": 156200, + "IoU": 0.21243251709247357, + "TN": 62770663, + "TP": 66461, + "n_pred": 222661, + "n_ref": 156657 + }, + "8": { + "Dice": 0.686733170818854, + "FN": 52376, + "FP": 1983, + "IoU": 0.5229197567161952, + "TN": 62969579, + "TP": 59582, + "n_pred": 61565, + "n_ref": 111958 + }, + "9": { + "Dice": 0.36098396170376323, + "FN": 32558, + "FP": 4018, + "IoU": 0.22024431321551155, + "TN": 63036613, + "TP": 10331, + "n_pred": 14349, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6512014660950641, + "FN": 93601, + "FP": 140883, + "IoU": 0.4828011372534315, + "TN": 109155445, + "TP": 218889, + "n_pred": 359772, + "n_ref": 312490 + }, + "10": { + "Dice": 0.4163149389540075, + "FN": 40139, + "FP": 93864, + "IoU": 0.2628773543390248, + "TN": 109427026, + "TP": 47789, + "n_pred": 141653, + "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": 0.18996153141601027, + "FN": 69372, + "FP": 27912, + "IoU": 0.10494889181256958, + "TN": 109500127, + "TP": 11407, + "n_pred": 39319, + "n_ref": 80779 + }, + "14": { + "Dice": 0.2804989351992698, + "FN": 74788, + "FP": 38732, + "IoU": 0.16312809624911537, + "TN": 109473170, + "TP": 22128, + "n_pred": 60860, + "n_ref": 96916 + }, + "15": { + "Dice": 0.24160653182911543, + "FN": 89278, + "FP": 264, + "IoU": 0.13740185925533452, + "TN": 109505013, + "TP": 14263, + "n_pred": 14527, + "n_ref": 103541 + }, + "2": { + "Dice": 0.24665605607536736, + "FN": 183376, + "FP": 4062, + "IoU": 0.14067750764476925, + "TN": 109390695, + "TP": 30685, + "n_pred": 34747, + "n_ref": 214061 + }, + "3": { + "Dice": 0.7043781405524968, + "FN": 25958, + "FP": 158479, + "IoU": 0.5436602782025207, + "TN": 109204652, + "TP": 219729, + "n_pred": 378208, + "n_ref": 245687 + }, + "4": { + "Dice": 0.00023855910301777265, + "FN": 50284, + "FP": 6, + "IoU": 0.00011929378081756005, + "TN": 109558522, + "TP": 6, + "n_pred": 12, + "n_ref": 50290 + }, + "5": { + "Dice": 0.16009578380227488, + "FN": 9616, + "FP": 205, + "IoU": 0.08701310774379474, + "TN": 109598061, + "TP": 936, + "n_pred": 1141, + "n_ref": 10552 + }, + "6": { + "Dice": 0.6631768318340368, + "FN": 243366, + "FP": 779634, + "IoU": 0.4960841849740481, + "TN": 107578717, + "TP": 1007101, + "n_pred": 1786735, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.5088669689340652, + "FN": 766431, + "FP": 66565, + "IoU": 0.3412619520407929, + "TN": 108344285, + "TP": 431537, + "n_pred": 498102, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8545880874647998, + "FN": 13246, + "FP": 12676, + "IoU": 0.74609673438204, + "TN": 109506724, + "TP": 76172, + "n_pred": 88848, + "n_ref": 89418 + }, + "9": { + "Dice": 0.4769096994747061, + "FN": 35182, + "FP": 8733, + "IoU": 0.3131197797728908, + "TN": 109544884, + "TP": 20019, + "n_pred": 28752, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5469548857912743, + "FN": 8335, + "FP": 75226, + "IoU": 0.3764197549290309, + "TN": 66933350, + "TP": 50441, + "n_pred": 125667, + "n_ref": 58776 + }, + "10": { + "Dice": 0.2504039704524469, + "FN": 65779, + "FP": 12155, + "IoU": 0.14312102120922254, + "TN": 66976401, + "TP": 13017, + "n_pred": 25172, + "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": 0.13438366803506047, + "FN": 35183, + "FP": 3826, + "IoU": 0.0720317815257987, + "TN": 67025315, + "TP": 3028, + "n_pred": 6854, + "n_ref": 38211 + }, + "14": { + "Dice": 0.5940435165748429, + "FN": 34018, + "FP": 22645, + "IoU": 0.4225191345379684, + "TN": 66969231, + "TP": 41458, + "n_pred": 64103, + "n_ref": 75476 + }, + "15": { + "Dice": 0.20171270718232046, + "FN": 27711, + "FP": 1187, + "IoU": 0.11216934468032812, + "TN": 67034803, + "TP": 3651, + "n_pred": 4838, + "n_ref": 31362 + }, + "2": { + "Dice": 0.5297898420298717, + "FN": 53760, + "FP": 110041, + "IoU": 0.36034973582371066, + "TN": 66811273, + "TP": 92278, + "n_pred": 202319, + "n_ref": 146038 + }, + "3": { + "Dice": 0.09758640709977842, + "FN": 152134, + "FP": 188, + "IoU": 0.051296104834390066, + "TN": 66906794, + "TP": 8236, + "n_pred": 8424, + "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": 383, + "IoU": 0.0, + "TN": 67058048, + "TP": 0, + "n_pred": 383, + "n_ref": 8921 + }, + "6": { + "Dice": 0.8246999346696914, + "FN": 235347, + "FP": 123677, + "IoU": 0.7016930901283631, + "TN": 65863813, + "TP": 844515, + "n_pred": 968192, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.1991699729259596, + "FN": 307986, + "FP": 42824, + "IoU": 0.11059898487452907, + "TN": 66672918, + "TP": 43624, + "n_pred": 86448, + "n_ref": 351610 + }, + "8": { + "Dice": 0.7646324912208096, + "FN": 22896, + "FP": 15777, + "IoU": 0.6189514341173109, + "TN": 66965861, + "TP": 62818, + "n_pred": 78595, + "n_ref": 85714 + }, + "9": { + "Dice": 0.1743251645296388, + "FN": 69914, + "FP": 469, + "IoU": 0.0954853302147456, + "TN": 66989539, + "TP": 7430, + "n_pred": 7899, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.41220041852568406, + "FN": 128018, + "FP": 20854, + "IoU": 0.25960481620919973, + "TN": 74318209, + "TP": 52199, + "n_pred": 73053, + "n_ref": 180217 + }, + "10": { + "Dice": 0.5780789403162206, + "FN": 25949, + "FP": 18135, + "IoU": 0.406547843411771, + "TN": 74444996, + "TP": 30200, + "n_pred": 48335, + "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": 0.06877866457751881, + "FN": 40783, + "FP": 16272, + "IoU": 0.03561407660322504, + "TN": 74460118, + "TP": 2107, + "n_pred": 18379, + "n_ref": 42890 + }, + "14": { + "Dice": 0.538853584680343, + "FN": 6656, + "FP": 36594, + "IoU": 0.36878821932602635, + "TN": 74450761, + "TP": 25269, + "n_pred": 61863, + "n_ref": 31925 + }, + "15": { + "Dice": 0.14163329446950879, + "FN": 27565, + "FP": 6301, + "IoU": 0.0762138570649209, + "TN": 74482620, + "TP": 2794, + "n_pred": 9095, + "n_ref": 30359 + }, + "2": { + "Dice": 0.547513141932875, + "FN": 22433, + "FP": 173392, + "IoU": 0.3769487750556793, + "TN": 74204980, + "TP": 118475, + "n_pred": 291867, + "n_ref": 140908 + }, + "3": { + "Dice": 0.014755676854502905, + "FN": 154484, + "FP": 23, + "IoU": 0.007432675506218522, + "TN": 74363616, + "TP": 1157, + "n_pred": 1180, + "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": 0.8497796032692043, + "FN": 332311, + "FP": 117982, + "IoU": 0.7387971954631332, + "TN": 72795359, + "TP": 1273628, + "n_pred": 1391610, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.4731441423149609, + "FN": 91456, + "FP": 77209, + "IoU": 0.30988134206219314, + "TN": 74274880, + "TP": 75735, + "n_pred": 152944, + "n_ref": 167191 + }, + "8": { + "Dice": 0.8171352616073442, + "FN": 11818, + "FP": 11707, + "IoU": 0.6908103987592987, + "TN": 74443194, + "TP": 52561, + "n_pred": 64268, + "n_ref": 64379 + }, + "9": { + "Dice": 0.21853559779552356, + "FN": 81200, + "FP": 2176, + "IoU": 0.1226718858513795, + "TN": 74424246, + "TP": 11658, + "n_pred": 13834, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7539845365891404, + "FN": 102660, + "FP": 14975, + "IoU": 0.6051165163915165, + "TN": 65753282, + "TP": 180263, + "n_pred": 195238, + "n_ref": 282923 + }, + "10": { + "Dice": 0.2990146058795927, + "FN": 63460, + "FP": 30655, + "IoU": 0.17578904963744002, + "TN": 65936992, + "TP": 20073, + "n_pred": 50728, + "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": 0.10112948910724902, + "FN": 44734, + "FP": 6676, + "IoU": 0.053257706898456776, + "TN": 65996878, + "TP": 2892, + "n_pred": 9568, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8855479474711389, + "FN": 5127, + "FP": 8713, + "IoU": 0.7946039001513757, + "TN": 65983798, + "TP": 53542, + "n_pred": 62255, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8419797498029546, + "FN": 3765, + "FP": 4054, + "IoU": 0.7270855148342059, + "TN": 66022530, + "TP": 20831, + "n_pred": 24885, + "n_ref": 24596 + }, + "2": { + "Dice": 0.4846300941728009, + "FN": 96810, + "FP": 3448, + "IoU": 0.3198097654633405, + "TN": 65903783, + "TP": 47139, + "n_pred": 50587, + "n_ref": 143949 + }, + "3": { + "Dice": 0.6036416852268619, + "FN": 53294, + "FP": 82668, + "IoU": 0.43229712520094365, + "TN": 65811685, + "TP": 103533, + "n_pred": 186201, + "n_ref": 156827 + }, + "4": { + "Dice": 0.004595215569671577, + "FN": 29460, + "FP": 0, + "IoU": 0.002302898943375779, + "TN": 66021652, + "TP": 68, + "n_pred": 68, + "n_ref": 29528 + }, + "5": { + "Dice": 0.05583616493709248, + "FN": 9675, + "FP": 606, + "IoU": 0.028719886632026452, + "TN": 66040595, + "TP": 304, + "n_pred": 910, + "n_ref": 9979 + }, + "6": { + "Dice": 0.7525740872917175, + "FN": 94557, + "FP": 516249, + "IoU": 0.6033016306818625, + "TN": 64511456, + "TP": 928918, + "n_pred": 1445167, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.41729448172124056, + "FN": 715203, + "FP": 14631, + "IoU": 0.2636589541780716, + "TN": 65060017, + "TP": 261329, + "n_pred": 275960, + "n_ref": 976532 + }, + "8": { + "Dice": 0.7501456304908639, + "FN": 18198, + "FP": 23836, + "IoU": 0.6001864287480739, + "TN": 65946046, + "TP": 63100, + "n_pred": 86936, + "n_ref": 81298 + }, + "9": { + "Dice": 0.19052344331431406, + "FN": 62405, + "FP": 2855, + "IoU": 0.10529202083904579, + "TN": 65978240, + "TP": 7680, + "n_pred": 10535, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9517289495486853, + "FN": 11777, + "FP": 2614, + "IoU": 0.9079034941763727, + "TN": 113316280, + "TP": 141869, + "n_pred": 144483, + "n_ref": 153646 + }, + "10": { + "Dice": 0.5519758838037818, + "FN": 30212, + "FP": 51530, + "IoU": 0.3811924660852713, + "TN": 113340444, + "TP": 50354, + "n_pred": 101884, + "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": 0.27955289149513163, + "FN": 62908, + "FP": 9087, + "IoU": 0.16248851249956375, + "TN": 113386577, + "TP": 13968, + "n_pred": 23055, + "n_ref": 76876 + }, + "14": { + "Dice": 0.7999575094191221, + "FN": 86624, + "FP": 1885, + "IoU": 0.6666076540605695, + "TN": 113207060, + "TP": 176971, + "n_pred": 178856, + "n_ref": 263595 + }, + "15": { + "Dice": 0.6159322838383039, + "FN": 6311, + "FP": 13109, + "IoU": 0.44501600365797894, + "TN": 113437548, + "TP": 15572, + "n_pred": 28681, + "n_ref": 21883 + }, + "2": { + "Dice": 0.6489185343758567, + "FN": 27662, + "FP": 79922, + "IoU": 0.4802956378918893, + "TN": 113265530, + "TP": 99426, + "n_pred": 179348, + "n_ref": 127088 + }, + "3": { + "Dice": 0.41379310344827586, + "FN": 87948, + "FP": 3716, + "IoU": 0.2608695652173913, + "TN": 113348524, + "TP": 32352, + "n_pred": 36068, + "n_ref": 120300 + }, + "4": { + "Dice": 0.0, + "FN": 31092, + "FP": 0, + "IoU": 0.0, + "TN": 113441448, + "TP": 0, + "n_pred": 0, + "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": 0.869931230178289, + "FN": 213479, + "FP": 64665, + "IoU": 0.7698037972640697, + "TN": 112264249, + "TP": 930147, + "n_pred": 994812, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.14901223596964933, + "FN": 196225, + "FP": 52757, + "IoU": 0.0805041712675557, + "TN": 113201759, + "TP": 21799, + "n_pred": 74556, + "n_ref": 218024 + }, + "8": { + "Dice": 0.6815573887477521, + "FN": 95189, + "FP": 16371, + "IoU": 0.5169412630712941, + "TN": 113241595, + "TP": 119385, + "n_pred": 135756, + "n_ref": 214574 + }, + "9": { + "Dice": 0.1670435802826002, + "FN": 96415, + "FP": 1559, + "IoU": 0.09113341620438227, + "TN": 113364742, + "TP": 9824, + "n_pred": 11383, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5096518417069127, + "FN": 56484, + "FP": 79568, + "IoU": 0.34196831047224746, + "TN": 74989972, + "TP": 70704, + "n_pred": 150272, + "n_ref": 127188 + }, + "10": { + "Dice": 0.5523577798591033, + "FN": 45798, + "FP": 42144, + "IoU": 0.3815568323265283, + "TN": 75054529, + "TP": 54257, + "n_pred": 96401, + "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": 0.03851322676474749, + "FN": 54171, + "FP": 203, + "IoU": 0.019634711429241114, + "TN": 75141265, + "TP": 1089, + "n_pred": 1292, + "n_ref": 55260 + }, + "14": { + "Dice": 0.878972179477785, + "FN": 25098, + "FP": 4632, + "IoU": 0.7840770437510894, + "TN": 75059040, + "TP": 107958, + "n_pred": 112590, + "n_ref": 133056 + }, + "15": { + "Dice": 0.1784197710938327, + "FN": 66228, + "FP": 3617, + "IoU": 0.09794779733691511, + "TN": 75119299, + "TP": 7584, + "n_pred": 11201, + "n_ref": 73812 + }, + "2": { + "Dice": 0.6624103165557153, + "FN": 26011, + "FP": 96609, + "IoU": 0.49522684329473365, + "TN": 74953807, + "TP": 120301, + "n_pred": 216910, + "n_ref": 146312 + }, + "3": { + "Dice": 0.0322994104075878, + "FN": 145058, + "FP": 2167, + "IoU": 0.01641479937467431, + "TN": 75047046, + "TP": 2457, + "n_pred": 4624, + "n_ref": 147515 + }, + "4": { + "Dice": 0.0, + "FN": 24963, + "FP": 0, + "IoU": 0.0, + "TN": 75171765, + "TP": 0, + "n_pred": 0, + "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": 0.8479685489923778, + "FN": 79284, + "FP": 342852, + "IoU": 0.7360637144504204, + "TN": 73597342, + "TP": 1177250, + "n_pred": 1520102, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.5301011978521272, + "FN": 69678, + "FP": 75938, + "IoU": 0.360637886824265, + "TN": 74968976, + "TP": 82136, + "n_pred": 158074, + "n_ref": 151814 + }, + "8": { + "Dice": 0.7379628432260011, + "FN": 33379, + "FP": 3095, + "IoU": 0.5847393947674021, + "TN": 75108894, + "TP": 51360, + "n_pred": 54455, + "n_ref": 84739 + }, + "9": { + "Dice": 0.1178153950623272, + "FN": 72375, + "FP": 377, + "IoU": 0.06259502641412189, + "TN": 75119118, + "TP": 4858, + "n_pred": 5235, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7964747436644833, + "FN": 64880, + "FP": 12275, + "IoU": 0.6617848187827673, + "TN": 86699748, + "TP": 150969, + "n_pred": 163244, + "n_ref": 215849 + }, + "10": { + "Dice": 0.43884280175413404, + "FN": 29100, + "FP": 72502, + "IoU": 0.28110096936248496, + "TN": 86786542, + "TP": 39728, + "n_pred": 112230, + "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": 0.19762204504126452, + "FN": 48297, + "FP": 9065, + "IoU": 0.10964517430850898, + "TN": 86863446, + "TP": 7064, + "n_pred": 16129, + "n_ref": 55361 + }, + "14": { + "Dice": 0.6371790724347852, + "FN": 29113, + "FP": 32572, + "IoU": 0.4675442382391023, + "TN": 86812022, + "TP": 54165, + "n_pred": 86737, + "n_ref": 83278 + }, + "15": { + "Dice": 0.4294888161983264, + "FN": 118077, + "FP": 348, + "IoU": 0.27347071490358954, + "TN": 86764871, + "TP": 44576, + "n_pred": 44924, + "n_ref": 162653 + }, + "2": { + "Dice": 0.49319198166729705, + "FN": 79884, + "FP": 11234, + "IoU": 0.3273091035266845, + "TN": 86792419, + "TP": 44335, + "n_pred": 55569, + "n_ref": 124219 + }, + "3": { + "Dice": 0.7277358670092022, + "FN": 36504, + "FP": 63647, + "IoU": 0.5720006153898751, + "TN": 86693874, + "TP": 133847, + "n_pred": 197494, + "n_ref": 170351 + }, + "4": { + "Dice": 0.0, + "FN": 16522, + "FP": 539, + "IoU": 0.0, + "TN": 86910811, + "TP": 0, + "n_pred": 539, + "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": 0.7852284974631285, + "FN": 77822, + "FP": 521994, + "IoU": 0.6464001631774324, + "TN": 85231559, + "TP": 1096497, + "n_pred": 1618491, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.4220981926218644, + "FN": 731817, + "FP": 66077, + "IoU": 0.26750599476353276, + "TN": 85838588, + "TP": 291390, + "n_pred": 357467, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.8280712832386165, + "FN": 7178, + "FP": 12426, + "IoU": 0.7065884395485976, + "TN": 86861058, + "TP": 47210, + "n_pred": 59636, + "n_ref": 54388 + }, + "9": { + "Dice": 0.4614565930326094, + "FN": 32116, + "FP": 11401, + "IoU": 0.29993082479368094, + "TN": 86865711, + "TP": 18644, + "n_pred": 30045, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.45572474196996227, + "FN": 18324, + "FP": 149211, + "IoU": 0.2951059013606873, + "TN": 37511926, + "TP": 70139, + "n_pred": 219350, + "n_ref": 88463 + }, + "10": { + "Dice": 0.12938418670480178, + "FN": 54856, + "FP": 4197, + "IoU": 0.06916662725997383, + "TN": 37686159, + "TP": 4388, + "n_pred": 8585, + "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": 0.0008462497773026902, + "FN": 44866, + "FP": 0, + "IoU": 0.0004233039991088337, + "TN": 37704715, + "TP": 19, + "n_pred": 19, + "n_ref": 44885 + }, + "14": { + "Dice": 0.33269847107655126, + "FN": 24287, + "FP": 280531, + "IoU": 0.19954307322645448, + "TN": 37368795, + "TP": 75987, + "n_pred": 356518, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1564, + "IoU": 0.0, + "TN": 37748036, + "TP": 0, + "n_pred": 1564, + "n_ref": 0 + }, + "2": { + "Dice": 0.48115389719962837, + "FN": 49477, + "FP": 59985, + "IoU": 0.3167891047766467, + "TN": 37589383, + "TP": 50755, + "n_pred": 110740, + "n_ref": 100232 + }, + "3": { + "Dice": 0.0, + "FN": 88699, + "FP": 989, + "IoU": 0.0, + "TN": 37659912, + "TP": 0, + "n_pred": 989, + "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": 0.22912450505939289, + "FN": 8747, + "FP": 14, + "IoU": 0.12938487528570009, + "TN": 37739537, + "TP": 1302, + "n_pred": 1316, + "n_ref": 10049 + }, + "6": { + "Dice": 0.7710011382140387, + "FN": 247019, + "FP": 47324, + "IoU": 0.6273408073735987, + "TN": 36959755, + "TP": 495502, + "n_pred": 542826, + "n_ref": 742521 + }, + "7": { + "Dice": 0.3347720767216297, + "FN": 260088, + "FP": 78519, + "IoU": 0.20103679024463908, + "TN": 37325792, + "TP": 85201, + "n_pred": 163720, + "n_ref": 345289 + }, + "8": { + "Dice": 0.8000674393046259, + "FN": 14023, + "FP": 17995, + "IoU": 0.6667603376317899, + "TN": 37653519, + "TP": 64063, + "n_pred": 82058, + "n_ref": 78086 + }, + "9": { + "Dice": 0.000178549109932687, + "FN": 54766, + "FP": 1231, + "IoU": 8.928252562408486e-05, + "TN": 37693598, + "TP": 5, + "n_pred": 1236, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7542917330426763, + "FN": 54082, + "FP": 39696, + "IoU": 0.6055123443027751, + "TN": 75668967, + "TP": 143943, + "n_pred": 183639, + "n_ref": 198025 + }, + "10": { + "Dice": 0.7086664700189921, + "FN": 45640, + "FP": 10657, + "IoU": 0.5487865478327776, + "TN": 75781920, + "TP": 68471, + "n_pred": 79128, + "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": 0.34552932691370536, + "FN": 32638, + "FP": 937, + "IoU": 0.2088458457043216, + "TN": 75864250, + "TP": 8863, + "n_pred": 9800, + "n_ref": 41501 + }, + "14": { + "Dice": 0.7471002976530191, + "FN": 38592, + "FP": 19014, + "IoU": 0.5962969711410431, + "TN": 75763994, + "TP": 85088, + "n_pred": 104102, + "n_ref": 123680 + }, + "15": { + "Dice": 0.23721933274134213, + "FN": 162024, + "FP": 327, + "IoU": 0.13457109959700633, + "TN": 75719092, + "TP": 25245, + "n_pred": 25572, + "n_ref": 187269 + }, + "2": { + "Dice": 0.43902769368048694, + "FN": 137608, + "FP": 3214, + "IoU": 0.28125271146906755, + "TN": 75710761, + "TP": 55105, + "n_pred": 58319, + "n_ref": 192713 + }, + "3": { + "Dice": 0.7157805714814283, + "FN": 34566, + "FP": 137503, + "IoU": 0.5573662534502584, + "TN": 75517949, + "TP": 216670, + "n_pred": 354173, + "n_ref": 251236 + }, + "4": { + "Dice": 0.0, + "FN": 30177, + "FP": 0, + "IoU": 0.0, + "TN": 75876511, + "TP": 0, + "n_pred": 0, + "n_ref": 30177 + }, + "5": { + "Dice": 0.5491049021248118, + "FN": 4706, + "FP": 3379, + "IoU": 0.37845940959409596, + "TN": 75893680, + "TP": 4923, + "n_pred": 8302, + "n_ref": 9629 + }, + "6": { + "Dice": 0.8766962441276648, + "FN": 186776, + "FP": 240836, + "IoU": 0.780462309989198, + "TN": 73958904, + "TP": 1520172, + "n_pred": 1761008, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.5428826088826167, + "FN": 134863, + "FP": 99001, + "IoU": 0.37257300763276857, + "TN": 75533953, + "TP": 138871, + "n_pred": 237872, + "n_ref": 273734 + }, + "8": { + "Dice": 0.8206765682589497, + "FN": 24280, + "FP": 5204, + "IoU": 0.6958876133304452, + "TN": 75809737, + "TP": 67467, + "n_pred": 72671, + "n_ref": 91747 + }, + "9": { + "Dice": 0.4281483542693592, + "FN": 56205, + "FP": 1337, + "IoU": 0.27238470973534135, + "TN": 75827605, + "TP": 21541, + "n_pred": 22878, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5030704623630954, + "FN": 23531, + "FP": 117757, + "IoU": 0.3360682314795235, + "TN": 61174945, + "TP": 71517, + "n_pred": 189274, + "n_ref": 95048 + }, + "10": { + "Dice": 0.5812340361596634, + "FN": 31631, + "FP": 35261, + "IoU": 0.4096757682192845, + "TN": 61274436, + "TP": 46422, + "n_pred": 81683, + "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": 0.003390460266592355, + "FN": 39382, + "FP": 3534, + "IoU": 0.001698108818534974, + "TN": 61344761, + "TP": 73, + "n_pred": 3607, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8014837240382386, + "FN": 7688, + "FP": 21426, + "IoU": 0.6687299456113601, + "TN": 61299864, + "TP": 58772, + "n_pred": 80198, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8333354881249434, + "FN": 10503, + "FP": 2388, + "IoU": 0.7142888805159688, + "TN": 61342631, + "TP": 32228, + "n_pred": 34616, + "n_ref": 42731 + }, + "2": { + "Dice": 0.6498698706644818, + "FN": 18551, + "FP": 104949, + "IoU": 0.48133869213356684, + "TN": 61149637, + "TP": 114613, + "n_pred": 219562, + "n_ref": 133164 + }, + "3": { + "Dice": 0.2276949749003778, + "FN": 116021, + "FP": 3365, + "IoU": 0.12847392050224477, + "TN": 61250765, + "TP": 17599, + "n_pred": 20964, + "n_ref": 133620 + }, + "4": { + "Dice": 0.14082125603864734, + "FN": 17227, + "FP": 4115, + "IoU": 0.0757437962842666, + "TN": 61364659, + "TP": 1749, + "n_pred": 5864, + "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": 0.8373830970894474, + "FN": 236209, + "FP": 58379, + "IoU": 0.7202571156441138, + "TN": 60334683, + "TP": 758479, + "n_pred": 816858, + "n_ref": 994688 + }, + "7": { + "Dice": 0.36768302929589036, + "FN": 130905, + "FP": 38420, + "IoU": 0.22525222484042917, + "TN": 61169195, + "TP": 49230, + "n_pred": 87650, + "n_ref": 180135 + }, + "8": { + "Dice": 0.6503683085693753, + "FN": 125045, + "FP": 5340, + "IoU": 0.4818857712802947, + "TN": 61136097, + "TP": 121268, + "n_pred": 126608, + "n_ref": 246313 + }, + "9": { + "Dice": 0.3682273023104458, + "FN": 61612, + "FP": 514, + "IoU": 0.2256609041392978, + "TN": 61307519, + "TP": 18105, + "n_pred": 18619, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8476084704942786, + "FN": 15702, + "FP": 45359, + "IoU": 0.7355212606064806, + "TN": 39517927, + "TP": 169812, + "n_pred": 215171, + "n_ref": 185514 + }, + "10": { + "Dice": 0.508760000335793, + "FN": 21530, + "FP": 36987, + "IoU": 0.34116574156430496, + "TN": 39659981, + "TP": 30302, + "n_pred": 67289, + "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": 0.1206374738089695, + "FN": 40961, + "FP": 588, + "IoU": 0.06419063492421001, + "TN": 39704401, + "TP": 2850, + "n_pred": 3438, + "n_ref": 43811 + }, + "14": { + "Dice": 0.27123788500672574, + "FN": 25469, + "FP": 16789, + "IoU": 0.15689717090299668, + "TN": 39698678, + "TP": 7864, + "n_pred": 24653, + "n_ref": 33333 + }, + "15": { + "Dice": 0.0, + "FN": 51716, + "FP": 1088, + "IoU": 0.0, + "TN": 39695996, + "TP": 0, + "n_pred": 1088, + "n_ref": 51716 + }, + "2": { + "Dice": 0.5561537010250928, + "FN": 29413, + "FP": 111739, + "IoU": 0.38518899236016135, + "TN": 39519214, + "TP": 88434, + "n_pred": 200173, + "n_ref": 117847 + }, + "3": { + "Dice": 0.10555801890444318, + "FN": 126776, + "FP": 309, + "IoU": 0.05571984782737918, + "TN": 39614216, + "TP": 7499, + "n_pred": 7808, + "n_ref": 134275 + }, + "4": { + "Dice": 0.0, + "FN": 23773, + "FP": 0, + "IoU": 0.0, + "TN": 39725027, + "TP": 0, + "n_pred": 0, + "n_ref": 23773 + }, + "5": { + "Dice": 0.4128451526578275, + "FN": 4827, + "FP": 0, + "IoU": 0.260116492949111, + "TN": 39742276, + "TP": 1697, + "n_pred": 1697, + "n_ref": 6524 + }, + "6": { + "Dice": 0.8483320444828811, + "FN": 93690, + "FP": 204621, + "IoU": 0.7366116600005298, + "TN": 38616210, + "TP": 834279, + "n_pred": 1038900, + "n_ref": 927969 + }, + "7": { + "Dice": 0.3699269413799377, + "FN": 563316, + "FP": 11574, + "IoU": 0.22693887210987906, + "TN": 39005146, + "TP": 168764, + "n_pred": 180338, + "n_ref": 732080 + }, + "8": { + "Dice": 0.7543046688780358, + "FN": 4281, + "FP": 25199, + "IoU": 0.6055290166325452, + "TN": 39674067, + "TP": 45253, + "n_pred": 70452, + "n_ref": 49534 + }, + "9": { + "Dice": 0.12298793884230821, + "FN": 38886, + "FP": 234, + "IoU": 0.0655232544251487, + "TN": 39706937, + "TP": 2743, + "n_pred": 2977, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6705192510219017, + "FN": 21827, + "FP": 52007, + "IoU": 0.5043467169699858, + "TN": 101247645, + "TP": 75129, + "n_pred": 127136, + "n_ref": 96956 + }, + "10": { + "Dice": 0.4699339638480049, + "FN": 48802, + "FP": 26972, + "IoU": 0.30713312546290794, + "TN": 101287245, + "TP": 33589, + "n_pred": 60561, + "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": 0.020272684532204984, + "FN": 49406, + "FP": 2691, + "IoU": 0.010240139828254427, + "TN": 101343972, + "TP": 539, + "n_pred": 3230, + "n_ref": 49945 + }, + "14": { + "Dice": 0.834233972048231, + "FN": 49434, + "FP": 690, + "IoU": 0.7156101241978768, + "TN": 101220357, + "TP": 126127, + "n_pred": 126817, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8049678800856531, + "FN": 8078, + "FP": 1030, + "IoU": 0.6735951834862385, + "TN": 101368704, + "TP": 18796, + "n_pred": 19826, + "n_ref": 26874 + }, + "2": { + "Dice": 0.6455906339062346, + "FN": 70516, + "FP": 51600, + "IoU": 0.4766584240097026, + "TN": 101163269, + "TP": 111223, + "n_pred": 162823, + "n_ref": 181739 + }, + "3": { + "Dice": 0.06159942363112392, + "FN": 160849, + "FP": 31921, + "IoU": 0.03177847983646163, + "TN": 101197511, + "TP": 6327, + "n_pred": 38248, + "n_ref": 167176 + }, + "4": { + "Dice": 0.0, + "FN": 10146, + "FP": 0, + "IoU": 0.0, + "TN": 101386462, + "TP": 0, + "n_pred": 0, + "n_ref": 10146 + }, + "5": { + "Dice": 0.14346736666268942, + "FN": 35510, + "FP": 383, + "IoU": 0.07727705082392863, + "TN": 101357709, + "TP": 3006, + "n_pred": 3389, + "n_ref": 38516 + }, + "6": { + "Dice": 0.7449595751809307, + "FN": 232935, + "FP": 860952, + "IoU": 0.5935741673725979, + "TN": 98705128, + "TP": 1597593, + "n_pred": 2458545, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.4233547420553937, + "FN": 325660, + "FP": 43081, + "IoU": 0.2685161674270978, + "TN": 100892508, + "TP": 135359, + "n_pred": 178440, + "n_ref": 461019 + }, + "8": { + "Dice": 0.6204493696147254, + "FN": 123585, + "FP": 38077, + "IoU": 0.4497474438045447, + "TN": 101102812, + "TP": 132134, + "n_pred": 170211, + "n_ref": 255719 + }, + "9": { + "Dice": 0.25860873810104956, + "FN": 73375, + "FP": 2562, + "IoU": 0.14850696897321178, + "TN": 101307427, + "TP": 13244, + "n_pred": 15806, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3555821531561451, + "FN": 162925, + "FP": 33056, + "IoU": 0.2162358878788727, + "TN": 73633453, + "TP": 54070, + "n_pred": 87126, + "n_ref": 216995 + }, + "10": { + "Dice": 0.1289348569522062, + "FN": 60383, + "FP": 148481, + "IoU": 0.06890987063239451, + "TN": 73659182, + "TP": 15458, + "n_pred": 163939, + "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": 0.0046651671486545995, + "FN": 61043, + "FP": 22592, + "IoU": 0.0023380372415932054, + "TN": 73799673, + "TP": 196, + "n_pred": 22788, + "n_ref": 61239 + }, + "14": { + "Dice": 0.5898916967509025, + "FN": 48037, + "FP": 25803, + "IoU": 0.41833077316948286, + "TN": 73756559, + "TP": 53105, + "n_pred": 78908, + "n_ref": 101142 + }, + "15": { + "Dice": 0.09883219286330591, + "FN": 210606, + "FP": 370, + "IoU": 0.05198499179941136, + "TN": 73660959, + "TP": 11569, + "n_pred": 11939, + "n_ref": 222175 + }, + "2": { + "Dice": 0.01568716700330406, + "FN": 189120, + "FP": 53081, + "IoU": 0.007905591670046, + "TN": 73639373, + "TP": 1930, + "n_pred": 55011, + "n_ref": 191050 + }, + "3": { + "Dice": 0.5927898854143263, + "FN": 42419, + "FP": 156947, + "IoU": 0.4212518651408798, + "TN": 73539026, + "TP": 145112, + "n_pred": 302059, + "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": 0.0, + "FN": 15128, + "FP": 219, + "IoU": 0.0, + "TN": 73868157, + "TP": 0, + "n_pred": 219, + "n_ref": 15128 + }, + "6": { + "Dice": 0.5808726392857181, + "FN": 604710, + "FP": 977816, + "IoU": 0.4093167783005399, + "TN": 71204359, + "TP": 1096619, + "n_pred": 2074435, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.2279059189204556, + "FN": 88424, + "FP": 481908, + "IoU": 0.12860825017914246, + "TN": 73228997, + "TP": 84175, + "n_pred": 566083, + "n_ref": 172599 + }, + "8": { + "Dice": 0.5672794973237142, + "FN": 36789, + "FP": 28290, + "IoU": 0.39594568254174517, + "TN": 73775767, + "TP": 42658, + "n_pred": 70948, + "n_ref": 79447 + }, + "9": { + "Dice": 0.4983029426518394, + "FN": 51936, + "FP": 25075, + "IoU": 0.3318265426528771, + "TN": 73768248, + "TP": 38245, + "n_pred": 63320, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5929001101414895, + "FN": 96368, + "FP": 28562, + "IoU": 0.4213631984585742, + "TN": 69279872, + "TP": 90974, + "n_pred": 119536, + "n_ref": 187342 + }, + "10": { + "Dice": 0.40934287845995426, + "FN": 34280, + "FP": 61511, + "IoU": 0.257341995906469, + "TN": 69366792, + "TP": 33193, + "n_pred": 94704, + "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": 0.29518312305256167, + "FN": 63371, + "FP": 5620, + "IoU": 0.17314652796088115, + "TN": 69412338, + "TP": 14447, + "n_pred": 20067, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7376275797707222, + "FN": 57769, + "FP": 8580, + "IoU": 0.5843185164301601, + "TN": 69336161, + "TP": 93266, + "n_pred": 101846, + "n_ref": 151035 + }, + "15": { + "Dice": 0.31506971915442034, + "FN": 76394, + "FP": 136, + "IoU": 0.18699273360812477, + "TN": 69401644, + "TP": 17602, + "n_pred": 17738, + "n_ref": 93996 + }, + "2": { + "Dice": 0.6303289109104541, + "FN": 53467, + "FP": 59937, + "IoU": 0.4602045819113034, + "TN": 69285689, + "TP": 96683, + "n_pred": 156620, + "n_ref": 150150 + }, + "3": { + "Dice": 0.5814012847236993, + "FN": 76900, + "FP": 60860, + "IoU": 0.4098419647944343, + "TN": 69262347, + "TP": 95669, + "n_pred": 156529, + "n_ref": 172569 + }, + "4": { + "Dice": 5.3879310344827585e-05, + "FN": 37118, + "FP": 0, + "IoU": 2.694038093698645e-05, + "TN": 69458657, + "TP": 1, + "n_pred": 1, + "n_ref": 37119 + }, + "5": { + "Dice": 0.3725211279390846, + "FN": 14641, + "FP": 357, + "IoU": 0.22889460154241645, + "TN": 69476326, + "TP": 4452, + "n_pred": 4809, + "n_ref": 19093 + }, + "6": { + "Dice": 0.7828034105673879, + "FN": 260378, + "FP": 399586, + "IoU": 0.6431199506829759, + "TN": 67646516, + "TP": 1189296, + "n_pred": 1588882, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.6278026398420394, + "FN": 91059, + "FP": 172089, + "IoU": 0.4575162859734477, + "TN": 69010696, + "TP": 221932, + "n_pred": 394021, + "n_ref": 312991 + }, + "8": { + "Dice": 0.6694041040367488, + "FN": 25513, + "FP": 36884, + "IoU": 0.5030859527431133, + "TN": 69370207, + "TP": 63172, + "n_pred": 100056, + "n_ref": 88685 + }, + "9": { + "Dice": 0.16284001003214849, + "FN": 73227, + "FP": 207, + "IoU": 0.0886368149324861, + "TN": 69415200, + "TP": 7142, + "n_pred": 7349, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5726594158986539, + "FN": 102713, + "FP": 46084, + "IoU": 0.4012072677518662, + "TN": 50585057, + "TP": 99698, + "n_pred": 145782, + "n_ref": 202411 + }, + "10": { + "Dice": 0.46489137678262027, + "FN": 32239, + "FP": 68134, + "IoU": 0.3028394015586148, + "TN": 50689578, + "TP": 43601, + "n_pred": 111735, + "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": 0.1045773250429951, + "FN": 45101, + "FP": 9047, + "IoU": 0.0551736171697784, + "TN": 50776242, + "TP": 3162, + "n_pred": 12209, + "n_ref": 48263 + }, + "14": { + "Dice": 0.376563112061952, + "FN": 38240, + "FP": 3140, + "IoU": 0.2319542661989346, + "TN": 50779675, + "TP": 12497, + "n_pred": 15637, + "n_ref": 50737 + }, + "15": { + "Dice": 0.0, + "FN": 34756, + "FP": 0, + "IoU": 0.0, + "TN": 50798796, + "TP": 0, + "n_pred": 0, + "n_ref": 34756 + }, + "2": { + "Dice": 0.6828202141664058, + "FN": 36492, + "FP": 126625, + "IoU": 0.5183956066667651, + "TN": 50494857, + "TP": 175578, + "n_pred": 302203, + "n_ref": 212070 + }, + "3": { + "Dice": 0.45778877222039377, + "FN": 138457, + "FP": 14754, + "IoU": 0.29683921629820686, + "TN": 50615663, + "TP": 64678, + "n_pred": 79432, + "n_ref": 203135 + }, + "4": { + "Dice": 0.0, + "FN": 17965, + "FP": 0, + "IoU": 0.0, + "TN": 50815587, + "TP": 0, + "n_pred": 0, + "n_ref": 17965 + }, + "5": { + "Dice": 0.2563233199972876, + "FN": 10954, + "FP": 13, + "IoU": 0.14700163335148167, + "TN": 50820695, + "TP": 1890, + "n_pred": 1903, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8156839724010189, + "FN": 308050, + "FP": 545338, + "IoU": 0.6887384392278241, + "TN": 48091845, + "TP": 1888319, + "n_pred": 2433657, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.445020457935884, + "FN": 84576, + "FP": 274054, + "IoU": 0.2861905548578173, + "TN": 50331135, + "TP": 143787, + "n_pred": 417841, + "n_ref": 228363 + }, + "8": { + "Dice": 0.8218911053592199, + "FN": 13538, + "FP": 25203, + "IoU": 0.6976359393414346, + "TN": 50705425, + "TP": 89386, + "n_pred": 114589, + "n_ref": 102924 + }, + "9": { + "Dice": 0.1130236348818256, + "FN": 108184, + "FP": 648, + "IoU": 0.05989668814677885, + "TN": 50717786, + "TP": 6934, + "n_pred": 7582, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6262548034289093, + "FN": 106022, + "FP": 20416, + "IoU": 0.45587406237492956, + "TN": 76652491, + "TP": 105931, + "n_pred": 126347, + "n_ref": 211953 + }, + "10": { + "Dice": 0.42245997891232556, + "FN": 25493, + "FP": 82414, + "IoU": 0.26779667917461136, + "TN": 76737487, + "TP": 39466, + "n_pred": 121880, + "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": 0.24107978946688624, + "FN": 35317, + "FP": 11689, + "IoU": 0.13706124247319723, + "TN": 76830388, + "TP": 7466, + "n_pred": 19155, + "n_ref": 42783 + }, + "14": { + "Dice": 0.7804698316287795, + "FN": 11607, + "FP": 27717, + "IoU": 0.6399758299306026, + "TN": 76775634, + "TP": 69902, + "n_pred": 97619, + "n_ref": 81509 + }, + "15": { + "Dice": 0.578415348239364, + "FN": 21790, + "FP": 4777, + "IoU": 0.40688069298088947, + "TN": 76840068, + "TP": 18225, + "n_pred": 23002, + "n_ref": 40015 + }, + "2": { + "Dice": 0.5422750480554744, + "FN": 54669, + "FP": 28436, + "IoU": 0.3720009370300681, + "TN": 76752527, + "TP": 49228, + "n_pred": 77664, + "n_ref": 103897 + }, + "3": { + "Dice": 0.5340730605259337, + "FN": 36715, + "FP": 69186, + "IoU": 0.36432447357679654, + "TN": 76718264, + "TP": 60695, + "n_pred": 129881, + "n_ref": 97410 + }, + "4": { + "Dice": 0.0, + "FN": 24882, + "FP": 0, + "IoU": 0.0, + "TN": 76859978, + "TP": 0, + "n_pred": 0, + "n_ref": 24882 + }, + "5": { + "Dice": 0.30500186041567, + "FN": 12886, + "FP": 189, + "IoU": 0.17994229804315104, + "TN": 76868916, + "TP": 2869, + "n_pred": 3058, + "n_ref": 15755 + }, + "6": { + "Dice": 0.8225701502468957, + "FN": 70413, + "FP": 387147, + "IoU": 0.6986149964003212, + "TN": 75366669, + "TP": 1060631, + "n_pred": 1447778, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.4590457223701339, + "FN": 63654, + "FP": 166145, + "IoU": 0.29789704278324847, + "TN": 76557559, + "TP": 97502, + "n_pred": 263647, + "n_ref": 161156 + }, + "8": { + "Dice": 0.7934045581389567, + "FN": 13477, + "FP": 19764, + "IoU": 0.6575564025960647, + "TN": 76787790, + "TP": 63829, + "n_pred": 83593, + "n_ref": 77306 + }, + "9": { + "Dice": 0.3159418179170232, + "FN": 74412, + "FP": 740, + "IoU": 0.1876074243030257, + "TN": 76792353, + "TP": 17355, + "n_pred": 18095, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3030316193686552, + "FN": 89693, + "FP": 70754, + "IoU": 0.17857234278927134, + "TN": 130804605, + "TP": 34880, + "n_pred": 105634, + "n_ref": 124573 + }, + "10": { + "Dice": 0.4741080803342046, + "FN": 15118, + "FP": 79044, + "IoU": 0.3107088216562841, + "TN": 130863325, + "TP": 42445, + "n_pred": 121489, + "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": 0.037916687304968055, + "FN": 76886, + "FP": 808, + "IoU": 0.01932470810981382, + "TN": 130920707, + "TP": 1531, + "n_pred": 2339, + "n_ref": 78417 + }, + "14": { + "Dice": 0.007976799870798312, + "FN": 942149, + "FP": 46790, + "IoU": 0.00400437096831048, + "TN": 130007017, + "TP": 3976, + "n_pred": 50766, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 0, + "IoU": 0.0, + "TN": 130974622, + "TP": 0, + "n_pred": 0, + "n_ref": 25310 + }, + "2": { + "Dice": 0.4162104177985818, + "FN": 159103, + "FP": 8517, + "IoU": 0.2627940115757437, + "TN": 130772560, + "TP": 59752, + "n_pred": 68269, + "n_ref": 218855 + }, + "3": { + "Dice": 0.6302341896903083, + "FN": 94393, + "FP": 126971, + "IoU": 0.46010360672370565, + "TN": 130589920, + "TP": 188648, + "n_pred": 315619, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 1048, + "IoU": 0.0, + "TN": 130996604, + "TP": 0, + "n_pred": 1048, + "n_ref": 2280 + }, + "5": { + "Dice": 0.05161396034737015, + "FN": 23089, + "FP": 63, + "IoU": 0.026490623160373393, + "TN": 130976150, + "TP": 630, + "n_pred": 693, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8129967171423086, + "FN": 181518, + "FP": 412612, + "IoU": 0.6849153063713792, + "TN": 129114312, + "TP": 1291490, + "n_pred": 1704102, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.3294805036439726, + "FN": 140571, + "FP": 117868, + "IoU": 0.19723236056968022, + "TN": 130677997, + "TP": 63496, + "n_pred": 181364, + "n_ref": 204067 + }, + "8": { + "Dice": 0.6358572734095399, + "FN": 63750, + "FP": 7575, + "IoU": 0.466122247339032, + "TN": 130866334, + "TP": 62273, + "n_pred": 69848, + "n_ref": 126023 + }, + "9": { + "Dice": 0.34785051471654344, + "FN": 38026, + "FP": 33940, + "IoU": 0.21054421395583542, + "TN": 130908773, + "TP": 19193, + "n_pred": 53133, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 57417, + "FP": 5433, + "IoU": 0.0, + "TN": 74363848, + "TP": 0, + "n_pred": 5433, + "n_ref": 57417 + }, + "10": { + "Dice": 0.507825992725992, + "FN": 41285, + "FP": 31384, + "IoU": 0.34032625568496444, + "TN": 74316539, + "TP": 37490, + "n_pred": 68874, + "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": 0.14022430417834916, + "FN": 95125, + "FP": 5455, + "IoU": 0.0753985034288761, + "TN": 74317916, + "TP": 8202, + "n_pred": 13657, + "n_ref": 103327 + }, + "14": { + "Dice": 0.7475621524346598, + "FN": 41911, + "FP": 45200, + "IoU": 0.5968856290057614, + "TN": 74210603, + "TP": 128984, + "n_pred": 174184, + "n_ref": 170895 + }, + "15": { + "Dice": 0.7001483118620409, + "FN": 10180, + "FP": 131, + "IoU": 0.5386370754843617, + "TN": 74404349, + "TP": 12038, + "n_pred": 12169, + "n_ref": 22218 + }, + "2": { + "Dice": 0.5572597206776331, + "FN": 37076, + "FP": 92708, + "IoU": 0.386250892599581, + "TN": 74215237, + "TP": 81677, + "n_pred": 174385, + "n_ref": 118753 + }, + "3": { + "Dice": 0.28664549038272513, + "FN": 103489, + "FP": 34401, + "IoU": 0.16730074761162844, + "TN": 74261104, + "TP": 27704, + "n_pred": 62105, + "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": 678, + "IoU": 0.0, + "TN": 74426020, + "TP": 0, + "n_pred": 678, + "n_ref": 0 + }, + "6": { + "Dice": 0.8879768626037393, + "FN": 47548, + "FP": 164400, + "IoU": 0.7985237291760736, + "TN": 73374723, + "TP": 840027, + "n_pred": 1004427, + "n_ref": 887575 + }, + "7": { + "Dice": 0.5632153094261028, + "FN": 68577, + "FP": 58509, + "IoU": 0.39199701466831244, + "TN": 74217676, + "TP": 81936, + "n_pred": 140445, + "n_ref": 150513 + }, + "8": { + "Dice": 0.7282991638015196, + "FN": 17495, + "FP": 1708, + "IoU": 0.5726969292389853, + "TN": 74381758, + "TP": 25737, + "n_pred": 27445, + "n_ref": 43232 + }, + "9": { + "Dice": 0.6225234619395204, + "FN": 14668, + "FP": 8500, + "IoU": 0.4519303557910674, + "TN": 74384426, + "TP": 19104, + "n_pred": 27604, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.89633960764375, + "FN": 15233, + "FP": 13718, + "IoU": 0.8121516490504092, + "TN": 106492569, + "TP": 125168, + "n_pred": 138886, + "n_ref": 140401 + }, + "10": { + "Dice": 0.4964179766166268, + "FN": 46715, + "FP": 60060, + "IoU": 0.3301568979253841, + "TN": 106487285, + "TP": 52628, + "n_pred": 112688, + "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": 3768, + "IoU": 0.0, + "TN": 106601977, + "TP": 0, + "n_pred": 3768, + "n_ref": 40943 + }, + "14": { + "Dice": 0.7862163064874891, + "FN": 14938, + "FP": 15145, + "IoU": 0.6477400468384075, + "TN": 106561288, + "TP": 55317, + "n_pred": 70462, + "n_ref": 70255 + }, + "15": { + "Dice": 0.5563413484205564, + "FN": 15941, + "FP": 997, + "IoU": 0.3853690398432397, + "TN": 106619130, + "TP": 10620, + "n_pred": 11617, + "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": 0.5894168466522678, + "FN": 11313, + "FP": 182589, + "IoU": 0.4178533149594243, + "TN": 106313607, + "TP": 139179, + "n_pred": 321768, + "n_ref": 150492 + }, + "4": { + "Dice": 0.0, + "FN": 10083, + "FP": 0, + "IoU": 0.0, + "TN": 106636605, + "TP": 0, + "n_pred": 0, + "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": 0.9435759007539781, + "FN": 108926, + "FP": 30245, + "IoU": 0.8931790759292747, + "TN": 105343844, + "TP": 1163673, + "n_pred": 1193918, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.5175310802207546, + "FN": 204337, + "FP": 42717, + "IoU": 0.3491007961892517, + "TN": 106267130, + "TP": 132504, + "n_pred": 175221, + "n_ref": 336841 + }, + "8": { + "Dice": 0.7178805431582945, + "FN": 14331, + "FP": 30234, + "IoU": 0.5599170493260258, + "TN": 106545423, + "TP": 56700, + "n_pred": 86934, + "n_ref": 71031 + }, + "9": { + "Dice": 0.20939517411965144, + "FN": 74883, + "FP": 2148, + "IoU": 0.11694103081438005, + "TN": 106559456, + "TP": 10201, + "n_pred": 12349, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7624705691167523, + "FN": 53868, + "FP": 8983, + "IoU": 0.6161231806604898, + "TN": 107963201, + "TP": 100876, + "n_pred": 109859, + "n_ref": 154744 + }, + "10": { + "Dice": 0.7111735622119574, + "FN": 13321, + "FP": 41766, + "IoU": 0.551799327947147, + "TN": 108004021, + "TP": 67820, + "n_pred": 109586, + "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": 0.2733332680768591, + "FN": 63460, + "FP": 10777, + "IoU": 0.158301114525108, + "TN": 108038729, + "TP": 13962, + "n_pred": 24739, + "n_ref": 77422 + }, + "14": { + "Dice": 0.597672241293852, + "FN": 7336, + "FP": 36496, + "IoU": 0.4262001073452984, + "TN": 108050539, + "TP": 32557, + "n_pred": 69053, + "n_ref": 39893 + }, + "15": { + "Dice": 0.44423652694610777, + "FN": 18922, + "FP": 1868, + "IoU": 0.28554245850372867, + "TN": 108097829, + "TP": 8309, + "n_pred": 10177, + "n_ref": 27231 + }, + "2": { + "Dice": 0.535987540961352, + "FN": 119329, + "FP": 3722, + "IoU": 0.36610859262311973, + "TN": 107932808, + "TP": 71069, + "n_pred": 74791, + "n_ref": 190398 + }, + "3": { + "Dice": 0.7804673783196657, + "FN": 16649, + "FP": 86631, + "IoU": 0.639972530824389, + "TN": 107840061, + "TP": 183587, + "n_pred": 270218, + "n_ref": 200236 + }, + "4": { + "Dice": 0.0, + "FN": 33309, + "FP": 0, + "IoU": 0.0, + "TN": 108093619, + "TP": 0, + "n_pred": 0, + "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": 0.9302582205430117, + "FN": 111166, + "FP": 93986, + "IoU": 0.8696100670343269, + "TN": 106553555, + "TP": 1368221, + "n_pred": 1462207, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.4781789813498834, + "FN": 118777, + "FP": 181555, + "IoU": 0.31421499341232456, + "TN": 107688989, + "TP": 137607, + "n_pred": 319162, + "n_ref": 256384 + }, + "8": { + "Dice": 0.7323751655371192, + "FN": 5565, + "FP": 21919, + "IoU": 0.5777538792441235, + "TN": 108061838, + "TP": 37606, + "n_pred": 59525, + "n_ref": 43171 + }, + "9": { + "Dice": 0.5119034534303488, + "FN": 38451, + "FP": 5957, + "IoU": 0.34399881822882045, + "TN": 108059233, + "TP": 23287, + "n_pred": 29244, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5550079484216073, + "FN": 61824, + "FP": 38669, + "IoU": 0.38409065836407985, + "TN": 62406998, + "TP": 62669, + "n_pred": 101338, + "n_ref": 124493 + }, + "10": { + "Dice": 0.5254327405919537, + "FN": 19123, + "FP": 53174, + "IoU": 0.3563301282051282, + "TN": 62457840, + "TP": 40023, + "n_pred": 93197, + "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": 0.3720244730128062, + "FN": 26690, + "FP": 24014, + "IoU": 0.22851969630114266, + "TN": 62504437, + "TP": 15019, + "n_pred": 39033, + "n_ref": 41709 + }, + "14": { + "Dice": 0.7792819224448708, + "FN": 128002, + "FP": 265, + "IoU": 0.6383799312660523, + "TN": 62215459, + "TP": 226434, + "n_pred": 226699, + "n_ref": 354436 + }, + "15": { + "Dice": 0.008323618813121684, + "FN": 90957, + "FP": 66, + "IoU": 0.0041792024506318035, + "TN": 62478755, + "TP": 382, + "n_pred": 448, + "n_ref": 91339 + }, + "2": { + "Dice": 0.392889754672186, + "FN": 121834, + "FP": 17788, + "IoU": 0.24446969696969698, + "TN": 62385360, + "TP": 45178, + "n_pred": 62966, + "n_ref": 167012 + }, + "3": { + "Dice": 0.6300291380605603, + "FN": 55083, + "FP": 115313, + "IoU": 0.4598850643937353, + "TN": 62254679, + "TP": 145085, + "n_pred": 260398, + "n_ref": 200168 + }, + "4": { + "Dice": 0.0, + "FN": 23480, + "FP": 0, + "IoU": 0.0, + "TN": 62546680, + "TP": 0, + "n_pred": 0, + "n_ref": 23480 + }, + "5": { + "Dice": 0.0, + "FN": 8175, + "FP": 1, + "IoU": 0.0, + "TN": 62561984, + "TP": 0, + "n_pred": 1, + "n_ref": 8175 + }, + "6": { + "Dice": 0.8822333920170548, + "FN": 136586, + "FP": 216076, + "IoU": 0.7892822935631262, + "TN": 60896537, + "TP": 1320961, + "n_pred": 1537037, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.5422209488834049, + "FN": 62488, + "FP": 148425, + "IoU": 0.3719500211421527, + "TN": 62234338, + "TP": 124909, + "n_pred": 273334, + "n_ref": 187397 + }, + "8": { + "Dice": 0.7040499745525786, + "FN": 19632, + "FP": 22817, + "IoU": 0.5432693859545303, + "TN": 62477219, + "TP": 50492, + "n_pred": 73309, + "n_ref": 70124 + }, + "9": { + "Dice": 0.43722925247007105, + "FN": 29107, + "FP": 23637, + "IoU": 0.2797782420493493, + "TN": 62496927, + "TP": 20489, + "n_pred": 44126, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6125094830092895, + "FN": 140628, + "FP": 36609, + "IoU": 0.44145129318630894, + "TN": 55063931, + "TP": 140080, + "n_pred": 176689, + "n_ref": 280708 + }, + "10": { + "Dice": 0.6412210653997776, + "FN": 13133, + "FP": 57855, + "IoU": 0.4719097780158305, + "TN": 55246824, + "TP": 63436, + "n_pred": 121291, + "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": 0.3224565222894464, + "FN": 42133, + "FP": 11397, + "IoU": 0.19221947244522242, + "TN": 55314980, + "TP": 12738, + "n_pred": 24135, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8083716532725944, + "FN": 19946, + "FP": 15726, + "IoU": 0.6783756491633006, + "TN": 55270336, + "TP": 75240, + "n_pred": 90966, + "n_ref": 95186 + }, + "15": { + "Dice": 0.6074754336462597, + "FN": 47707, + "FP": 4182, + "IoU": 0.4362403711389489, + "TN": 55289207, + "TP": 40152, + "n_pred": 44334, + "n_ref": 87859 + }, + "2": { + "Dice": 0.4689918064202032, + "FN": 127454, + "FP": 26335, + "IoU": 0.30632873709422065, + "TN": 55159545, + "TP": 67914, + "n_pred": 94249, + "n_ref": 195368 + }, + "3": { + "Dice": 0.6168303008579828, + "FN": 60844, + "FP": 92025, + "IoU": 0.44595417412672067, + "TN": 55105334, + "TP": 123045, + "n_pred": 215070, + "n_ref": 183889 + }, + "4": { + "Dice": 0.0, + "FN": 7409, + "FP": 0, + "IoU": 0.0, + "TN": 55373839, + "TP": 0, + "n_pred": 0, + "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": 0.8713154446795723, + "FN": 174426, + "FP": 216769, + "IoU": 0.7719742779967521, + "TN": 53665674, + "TP": 1324379, + "n_pred": 1541148, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.563866076469444, + "FN": 56403, + "FP": 127451, + "IoU": 0.3926277815952217, + "TN": 55078544, + "TP": 118850, + "n_pred": 246301, + "n_ref": 175253 + }, + "8": { + "Dice": 0.8459416734805124, + "FN": 8255, + "FP": 5876, + "IoU": 0.733014661426844, + "TN": 55328320, + "TP": 38797, + "n_pred": 44673, + "n_ref": 47052 + }, + "9": { + "Dice": 0.7174780113336165, + "FN": 16288, + "FP": 10983, + "IoU": 0.5594274544015251, + "TN": 55319349, + "TP": 34628, + "n_pred": 45611, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7235245014438458, + "FN": 107588, + "FP": 30856, + "IoU": 0.5668142492842504, + "TN": 110827020, + "TP": 181151, + "n_pred": 212007, + "n_ref": 288739 + }, + "10": { + "Dice": 0.6129091241543244, + "FN": 21938, + "FP": 54274, + "IoU": 0.44186659636171893, + "TN": 111010067, + "TP": 60336, + "n_pred": 114610, + "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": 0.13235673642944046, + "FN": 57209, + "FP": 13392, + "IoU": 0.07086831784802464, + "TN": 111070629, + "TP": 5385, + "n_pred": 18777, + "n_ref": 62594 + }, + "14": { + "Dice": 0.4912319198346956, + "FN": 27684, + "FP": 139, + "IoU": 0.3255847776027148, + "TN": 111105360, + "TP": 13432, + "n_pred": 13571, + "n_ref": 41116 + }, + "15": { + "Dice": 0.575305064913356, + "FN": 15039, + "FP": 205, + "IoU": 0.4038093003246118, + "TN": 111121046, + "TP": 10325, + "n_pred": 10530, + "n_ref": 25364 + }, + "2": { + "Dice": 0.37829161963736524, + "FN": 119355, + "FP": 723, + "IoU": 0.23326735202094376, + "TN": 110990005, + "TP": 36532, + "n_pred": 37255, + "n_ref": 155887 + }, + "3": { + "Dice": 0.7150745311896726, + "FN": 51020, + "FP": 103215, + "IoU": 0.556510512513802, + "TN": 110798839, + "TP": 193541, + "n_pred": 296756, + "n_ref": 244561 + }, + "4": { + "Dice": 0.0, + "FN": 18838, + "FP": 0, + "IoU": 0.0, + "TN": 111127777, + "TP": 0, + "n_pred": 0, + "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": 0.9128776143866117, + "FN": 88154, + "FP": 201221, + "IoU": 0.8397192684718178, + "TN": 109341189, + "TP": 1516051, + "n_pred": 1717272, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.14247530411960294, + "FN": 343306, + "FP": 82750, + "IoU": 0.07670170115938889, + "TN": 110685165, + "TP": 35394, + "n_pred": 118144, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8385541890808872, + "FN": 7830, + "FP": 20171, + "IoU": 0.7219916600476569, + "TN": 111045895, + "TP": 72719, + "n_pred": 92890, + "n_ref": 80549 + }, + "9": { + "Dice": 0.36894660894660897, + "FN": 43070, + "FP": 662, + "IoU": 0.2262014296836294, + "TN": 111090099, + "TP": 12784, + "n_pred": 13446, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7887978847189964, + "FN": 27970, + "FP": 65326, + "IoU": 0.651252069961909, + "TN": 96853508, + "TP": 174221, + "n_pred": 239547, + "n_ref": 202191 + }, + "10": { + "Dice": 0.4938348620276237, + "FN": 23737, + "FP": 80121, + "IoU": 0.32787564230336136, + "TN": 96966503, + "TP": 50664, + "n_pred": 130785, + "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": 0.07262726323563116, + "FN": 48519, + "FP": 24315, + "IoU": 0.037682001955447506, + "TN": 97045339, + "TP": 2852, + "n_pred": 27167, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8629285194057247, + "FN": 30820, + "FP": 1739, + "IoU": 0.7589043733246449, + "TN": 96985979, + "TP": 102487, + "n_pred": 104226, + "n_ref": 133307 + }, + "15": { + "Dice": 0.739536079634153, + "FN": 28232, + "FP": 132, + "IoU": 0.5867173726158733, + "TN": 97052394, + "TP": 40267, + "n_pred": 40399, + "n_ref": 68499 + }, + "2": { + "Dice": 0.4163933241164936, + "FN": 121313, + "FP": 7859, + "IoU": 0.2629398640822126, + "TN": 96945772, + "TP": 46081, + "n_pred": 53940, + "n_ref": 167394 + }, + "3": { + "Dice": 0.7344585434216339, + "FN": 26984, + "FP": 112472, + "IoU": 0.5803512319599418, + "TN": 96788709, + "TP": 192860, + "n_pred": 305332, + "n_ref": 219844 + }, + "4": { + "Dice": 0.0, + "FN": 17233, + "FP": 0, + "IoU": 0.0, + "TN": 97103792, + "TP": 0, + "n_pred": 0, + "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": 0.8646136932799103, + "FN": 146083, + "FP": 305382, + "IoU": 0.7615149911201687, + "TN": 95227971, + "TP": 1441589, + "n_pred": 1746971, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.5620603951595744, + "FN": 140535, + "FP": 149674, + "IoU": 0.3908790002497696, + "TN": 96644586, + "TP": 186230, + "n_pred": 335904, + "n_ref": 326765 + }, + "8": { + "Dice": 0.702633118782914, + "FN": 37066, + "FP": 16295, + "IoU": 0.5415839797943351, + "TN": 97004622, + "TP": 63042, + "n_pred": 79337, + "n_ref": 100108 + }, + "9": { + "Dice": 0.4435546741952331, + "FN": 66144, + "FP": 7373, + "IoU": 0.2849792837829952, + "TN": 97018207, + "TP": 29301, + "n_pred": 36674, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6933002497096216, + "FN": 87606, + "FP": 9301, + "IoU": 0.5305734921549916, + "TN": 78849968, + "TP": 109530, + "n_pred": 118831, + "n_ref": 197136 + }, + "10": { + "Dice": 0.5721143655872092, + "FN": 43077, + "FP": 31616, + "IoU": 0.4006724010655711, + "TN": 78931777, + "TP": 49935, + "n_pred": 81551, + "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": 0.41335692751343556, + "FN": 46554, + "FP": 7152, + "IoU": 0.2605229460118138, + "TN": 78983778, + "TP": 18921, + "n_pred": 26073, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5223244537473459, + "FN": 3192, + "FP": 60250, + "IoU": 0.35347709114625797, + "TN": 78958277, + "TP": 34686, + "n_pred": 94936, + "n_ref": 37878 + }, + "15": { + "Dice": 0.2601385970092224, + "FN": 31043, + "FP": 11556, + "IoU": 0.14951685034339562, + "TN": 79006317, + "TP": 7489, + "n_pred": 19045, + "n_ref": 38532 + }, + "2": { + "Dice": 0.6804376625288259, + "FN": 22605, + "FP": 62064, + "IoU": 0.5156540492303116, + "TN": 78881594, + "TP": 90142, + "n_pred": 152206, + "n_ref": 112747 + }, + "3": { + "Dice": 0.47154068566707974, + "FN": 81424, + "FP": 8134, + "IoU": 0.30850718841206354, + "TN": 78926891, + "TP": 39956, + "n_pred": 48090, + "n_ref": 121380 + }, + "4": { + "Dice": 0.0, + "FN": 8482, + "FP": 1420, + "IoU": 0.0, + "TN": 79046503, + "TP": 0, + "n_pred": 1420, + "n_ref": 8482 + }, + "5": { + "Dice": 0.034489593657086225, + "FN": 4871, + "FP": 0, + "IoU": 0.01754739814441307, + "TN": 79051447, + "TP": 87, + "n_pred": 87, + "n_ref": 4958 + }, + "6": { + "Dice": 0.8885608447930955, + "FN": 145803, + "FP": 148384, + "IoU": 0.7994687254181555, + "TN": 77589367, + "TP": 1172851, + "n_pred": 1321235, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.6950316299336168, + "FN": 202479, + "FP": 35769, + "IoU": 0.5326041962980764, + "TN": 78546670, + "TP": 271487, + "n_pred": 307256, + "n_ref": 473966 + }, + "8": { + "Dice": 0.632732234589041, + "FN": 7878, + "FP": 19576, + "IoU": 0.4627712658748019, + "TN": 79005302, + "TP": 23649, + "n_pred": 43225, + "n_ref": 31527 + }, + "9": { + "Dice": 0.5701095166163141, + "FN": 41098, + "FP": 4436, + "IoU": 0.3987085187581708, + "TN": 78980678, + "TP": 30193, + "n_pred": 34629, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8076898012381883, + "FN": 41314, + "FP": 50167, + "IoU": 0.6774158285964145, + "TN": 122428352, + "TP": 192107, + "n_pred": 242274, + "n_ref": 233421 + }, + "10": { + "Dice": 0.5743449190015775, + "FN": 27203, + "FP": 96108, + "IoU": 0.40286386704373767, + "TN": 122505436, + "TP": 83193, + "n_pred": 179301, + "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": 0.017184850197851893, + "FN": 53040, + "FP": 33890, + "IoU": 0.00866689474284411, + "TN": 122624250, + "TP": 760, + "n_pred": 34650, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8325763728055664, + "FN": 24653, + "FP": 8745, + "IoU": 0.7131741669529371, + "TN": 122595500, + "TP": 83042, + "n_pred": 91787, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8435926659511137, + "FN": 12970, + "FP": 1165, + "IoU": 0.7294943927737589, + "TN": 122659686, + "TP": 38119, + "n_pred": 39284, + "n_ref": 51089 + }, + "2": { + "Dice": 0.004294908476014736, + "FN": 136607, + "FP": 18258, + "IoU": 0.002152075722137385, + "TN": 122556741, + "TP": 334, + "n_pred": 18592, + "n_ref": 136941 + }, + "3": { + "Dice": 0.6427547936952916, + "FN": 11981, + "FP": 136862, + "IoU": 0.4735730807591373, + "TN": 122429198, + "TP": 133899, + "n_pred": 270761, + "n_ref": 145880 + }, + "4": { + "Dice": 0.03121194352983627, + "FN": 64437, + "FP": 0, + "IoU": 0.015853379152348225, + "TN": 122646465, + "TP": 1038, + "n_pred": 1038, + "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": 0.8660460736535328, + "FN": 132583, + "FP": 355637, + "IoU": 0.7637400899028431, + "TN": 120645487, + "TP": 1578233, + "n_pred": 1933870, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.43411538557555485, + "FN": 348857, + "FP": 217834, + "IoU": 0.27723331692298275, + "TN": 121927882, + "TP": 217367, + "n_pred": 435201, + "n_ref": 566224 + }, + "8": { + "Dice": 0.789395446741005, + "FN": 33694, + "FP": 21135, + "IoU": 0.6520671383697687, + "TN": 122554355, + "TP": 102756, + "n_pred": 123891, + "n_ref": 136450 + }, + "9": { + "Dice": 0.42832530242585615, + "FN": 51501, + "FP": 10548, + "IoU": 0.27252796210753394, + "TN": 122626646, + "TP": 23245, + "n_pred": 33793, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_006/summary_cross_val.json b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_006/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..0a365dc3d6bb2dae5b4143b5482ef388dc16610a --- /dev/null +++ b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_006/summary_cross_val.json @@ -0,0 +1,18000 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": NaN, + "FN": 1377.0666666666664, + "FP": 769.0363636363636, + "IoU": NaN, + "TN": 244362.15454545457, + "TP": 409.560606060606, + "n_pred": 1178.5969696969696, + "n_ref": 1786.6272727272728 + }, + "mean": { + "1": { + "Dice": 0.22616444805002575, + "FN": 310.3636363636364, + "FP": 1321.5454545454545, + "IoU": 0.18100992809072594, + "TN": 244618.45454545456, + "TP": 667.4545454545455, + "n_pred": 1989.0, + "n_ref": 977.8181818181819 + }, + "10": { + "Dice": 0.023592022283292435, + "FN": 1682.590909090909, + "FP": 477.3181818181818, + "IoU": 0.01229760572803556, + "TN": 244684.22727272726, + "TP": 73.68181818181819, + "n_pred": 551.0, + "n_ref": 1756.2727272727273 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 246917.81818181818, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 244.0, + "FP": 0.0, + "IoU": 0.0, + "TN": 246673.81818181818, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 244.0 + }, + "13": { + "Dice": 0.009501453163424994, + "FN": 985.2272727272727, + "FP": 79.77272727272727, + "IoU": 0.004819413732494188, + "TN": 245841.22727272726, + "TP": 11.590909090909092, + "n_pred": 91.36363636363636, + "n_ref": 996.8181818181819 + }, + "14": { + "Dice": 0.5945415250197098, + "FN": 1153.590909090909, + "FP": 1168.2272727272727, + "IoU": 0.4436301587149221, + "TN": 242383.81818181818, + "TP": 2212.181818181818, + "n_pred": 3380.409090909091, + "n_ref": 3365.7727272727275 + }, + "15": { + "Dice": 0.01966364812419146, + "FN": 26.454545454545453, + "FP": 1228.7727272727273, + "IoU": 0.010340136054421769, + "TN": 245657.4090909091, + "TP": 5.181818181818182, + "n_pred": 1233.9545454545455, + "n_ref": 31.636363636363637 + }, + "2": { + "Dice": 0.0, + "FN": 510.6818181818182, + "FP": 922.5, + "IoU": 0.0, + "TN": 245484.63636363635, + "TP": 0.0, + "n_pred": 922.5, + "n_ref": 510.6818181818182 + }, + "3": { + "Dice": 0.0, + "FN": 10127.09090909091, + "FP": 0.0, + "IoU": 0.0, + "TN": 236790.72727272726, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 10127.09090909091 + }, + "4": { + "Dice": 0.0, + "FN": 122.13636363636364, + "FP": 0.0, + "IoU": 0.0, + "TN": 246795.68181818182, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 122.13636363636364 + }, + "5": { + "Dice": 0.0, + "FN": 1651.3181818181818, + "FP": 0.0, + "IoU": 0.0, + "TN": 245266.5, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1651.3181818181818 + }, + "6": { + "Dice": 0.14070016051045234, + "FN": 625.4545454545455, + "FP": 3535.2272727272725, + "IoU": 0.1140510358867774, + "TN": 241231.04545454544, + "TP": 1526.090909090909, + "n_pred": 5061.318181818182, + "n_ref": 2151.5454545454545 + }, + "7": { + "Dice": 0.04374153318412987, + "FN": 1869.4545454545455, + "FP": 2281.0, + "IoU": 0.025885672456687367, + "TN": 242537.5909090909, + "TP": 229.77272727272728, + "n_pred": 2510.7727272727275, + "n_ref": 2099.2272727272725 + }, + "8": { + "Dice": 0.3540276389591818, + "FN": 814.1818181818181, + "FP": 312.45454545454544, + "IoU": 0.31872192967432095, + "TN": 244433.77272727274, + "TP": 1357.409090909091, + "n_pred": 1669.8636363636363, + "n_ref": 2171.590909090909 + }, + "9": { + "Dice": 0.053874388254486136, + "FN": 533.4545454545455, + "FP": 208.72727272727272, + "IoU": 0.03019014535149465, + "TN": 246115.5909090909, + "TP": 60.04545454545455, + "n_pred": 268.77272727272725, + "n_ref": 593.5 + } + }, + "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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 333, + "IoU": 0.0, + "TN": 174899, + "TP": 0, + "n_pred": 333, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.3517399710004833, + "FN": 9800, + "FP": 930, + "IoU": 0.21340077706912983, + "TN": 161591, + "TP": 2911, + "n_pred": 3841, + "n_ref": 12711 + }, + "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": 128, + "IoU": 0.0, + "TN": 175104, + "TP": 0, + "n_pred": 128, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 103, + "IoU": 0.0, + "TN": 175129, + "TP": 0, + "n_pred": 103, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6869, + "IoU": 0.0, + "TN": 168363, + "TP": 0, + "n_pred": 6869, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 11344, + "IoU": 0.0, + "TN": 163888, + "TP": 0, + "n_pred": 11344, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 5404, + "IoU": 0.0, + "TN": 345060, + "TP": 0, + "n_pred": 5404, + "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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5358440700363396, + "FN": 2151, + "FP": 6279, + "IoU": 0.36597472924187724, + "TN": 161936, + "TP": 4866, + "n_pred": 11145, + "n_ref": 7017 + }, + "10": { + "Dice": 0.0076611086074808476, + "FN": 3392, + "FP": 1012, + "IoU": 0.0038452838724270526, + "TN": 170811, + "TP": 17, + "n_pred": 1029, + "n_ref": 3409 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3942, + "FP": 0, + "IoU": 0.0, + "TN": 171290, + "TP": 0, + "n_pred": 0, + "n_ref": 3942 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1034, + "IoU": 0.0, + "TN": 174198, + "TP": 0, + "n_pred": 1034, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 35578, + "FP": 0, + "IoU": 0.0, + "TN": 139654, + "TP": 0, + "n_pred": 0, + "n_ref": 35578 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 175150, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 34783, + "IoU": 0.0, + "TN": 140449, + "TP": 0, + "n_pred": 34783, + "n_ref": 0 + }, + "7": { + "Dice": 0.3428757584395488, + "FN": 12055, + "FP": 4082, + "IoU": 0.2069101095984666, + "TN": 154885, + "TP": 4210, + "n_pred": 8292, + "n_ref": 16265 + }, + "8": { + "Dice": 0.9304109177036731, + "FN": 1823, + "FP": 28, + "IoU": 0.8698769771528998, + "TN": 161007, + "TP": 12374, + "n_pred": 12402, + "n_ref": 14197 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 76, + "IoU": 0.0, + "TN": 175156, + "TP": 0, + "n_pred": 76, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 135, + "IoU": 0.0, + "TN": 350329, + "TP": 0, + "n_pred": 135, + "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": 0.6805762264468844, + "FN": 9541, + "FP": 24584, + "IoU": 0.5158132209594347, + "TN": 279985, + "TP": 36354, + "n_pred": 60938, + "n_ref": 45895 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 12909, + "IoU": 0.0, + "TN": 337555, + "TP": 0, + "n_pred": 12909, + "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": 396, + "IoU": 0.0, + "TN": 350068, + "TP": 0, + "n_pred": 396, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 12639, + "IoU": 0.0, + "TN": 337825, + "TP": 0, + "n_pred": 12639, + "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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.029225352112676056, + "FN": 3596, + "FP": 1918, + "IoU": 0.014829372878327675, + "TN": 169635, + "TP": 83, + "n_pred": 2001, + "n_ref": 3679 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.028504359490274984, + "FN": 17286, + "FP": 96, + "IoU": 0.014458241197482565, + "TN": 157595, + "TP": 255, + "n_pred": 351, + "n_ref": 17541 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 204, + "IoU": 0.0, + "TN": 175028, + "TP": 0, + "n_pred": 204, + "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": 2687, + "FP": 0, + "IoU": 0.0, + "TN": 172545, + "TP": 0, + "n_pred": 0, + "n_ref": 2687 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 516, + "FP": 115, + "IoU": 0.0, + "TN": 174601, + "TP": 0, + "n_pred": 115, + "n_ref": 516 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3945, + "IoU": 0.0, + "TN": 171287, + "TP": 0, + "n_pred": 3945, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 13366, + "FP": 1924, + "IoU": 0.0, + "TN": 159942, + "TP": 0, + "n_pred": 1924, + "n_ref": 13366 + }, + "9": { + "Dice": 0.21549755301794454, + "FN": 6184, + "FP": 3434, + "IoU": 0.1207605814059786, + "TN": 164293, + "TP": 1321, + "n_pred": 4755, + "n_ref": 7505 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.7513083776117614, + "FN": 6038, + "FP": 187, + "IoU": 0.6016764781162017, + "TN": 159604, + "TP": 9403, + "n_pred": 9590, + "n_ref": 15441 + }, + "15": { + "Dice": 0.09831824062095731, + "FN": 582, + "FP": 1509, + "IoU": 0.05170068027210884, + "TN": 173027, + "TP": 114, + "n_pred": 1623, + "n_ref": 696 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9031629221696964, + "FN": 1471, + "FP": 516, + "IoU": 0.8234248644805829, + "TN": 339211, + "TP": 9266, + "n_pred": 9782, + "n_ref": 10737 + }, + "10": { + "Dice": 0.10265643046402609, + "FN": 24822, + "FP": 1594, + "IoU": 0.054105346080853656, + "TN": 322537, + "TP": 1511, + "n_pred": 3105, + "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": 0.0, + "FN": 4389, + "FP": 0, + "IoU": 0.0, + "TN": 346075, + "TP": 0, + "n_pred": 0, + "n_ref": 4389 + }, + "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": 139, + "IoU": 0.0, + "TN": 350325, + "TP": 0, + "n_pred": 139, + "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": 0.8072367729041758, + "FN": 6755, + "FP": 2408, + "IoU": 0.6767787223535222, + "TN": 322115, + "TP": 19186, + "n_pred": 21594, + "n_ref": 25941 + }, + "7": { + "Dice": 0.05079804021762001, + "FN": 29072, + "FP": 2507, + "IoU": 0.026060942511719715, + "TN": 318040, + "TP": 845, + "n_pred": 3352, + "n_ref": 29917 + }, + "8": { + "Dice": 0.0, + "FN": 832, + "FP": 0, + "IoU": 0.0, + "TN": 349632, + "TP": 0, + "n_pred": 0, + "n_ref": 832 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.14414414414414414, + "FN": 2826, + "FP": 3729, + "IoU": 0.07766990291262135, + "TN": 518589, + "TP": 552, + "n_pred": 4281, + "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": 11235, + "FP": 13830, + "IoU": 0.0, + "TN": 500631, + "TP": 0, + "n_pred": 13830, + "n_ref": 11235 + }, + "3": { + "Dice": 0.0, + "FN": 51117, + "FP": 0, + "IoU": 0.0, + "TN": 474579, + "TP": 0, + "n_pred": 0, + "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": 0.7268798617113224, + "FN": 768, + "FP": 9976, + "IoU": 0.5709436524100475, + "TN": 500655, + "TP": 14297, + "n_pred": 24273, + "n_ref": 15065 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 348, + "IoU": 0.0, + "TN": 525348, + "TP": 0, + "n_pred": 348, + "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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 18082, + "IoU": 0.0, + "TN": 332382, + "TP": 0, + "n_pred": 18082, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1238, + "IoU": 0.0, + "TN": 349226, + "TP": 0, + "n_pred": 1238, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 1132, + "IoU": 0.0, + "TN": 349332, + "TP": 0, + "n_pred": 1132, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2816, + "IoU": 0.0, + "TN": 347648, + "TP": 0, + "n_pred": 2816, + "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": 36247, + "FP": 0, + "IoU": 0.0, + "TN": 314217, + "TP": 0, + "n_pred": 0, + "n_ref": 36247 + }, + "6": { + "Dice": 0.013585130999477495, + "FN": 5721, + "FP": 7494, + "IoU": 0.006839019990981512, + "TN": 337158, + "TP": 91, + "n_pred": 7585, + "n_ref": 5812 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 395, + "IoU": 0.0, + "TN": 350068, + "TP": 0, + "n_pred": 395, + "n_ref": 1 + }, + "8": { + "Dice": 0.839727277092236, + "FN": 1891, + "FP": 4785, + "IoU": 0.7237326712187048, + "TN": 326299, + "TP": 17489, + "n_pred": 22274, + "n_ref": 19380 + }, + "9": { + "Dice": 0.0, + "FN": 5552, + "FP": 1063, + "IoU": 0.0, + "TN": 343849, + "TP": 0, + "n_pred": 1063, + "n_ref": 5552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 137, + "IoU": 0.0, + "TN": 175095, + "TP": 0, + "n_pred": 137, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 380, + "FP": 0, + "IoU": 0.0, + "TN": 174852, + "TP": 0, + "n_pred": 0, + "n_ref": 380 + }, + "10": { + "Dice": 0.0020092425155716293, + "FN": 5207, + "FP": 4727, + "IoU": 0.001005631536604988, + "TN": 165288, + "TP": 10, + "n_pred": 4737, + "n_ref": 5217 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1426, + "FP": 0, + "IoU": 0.0, + "TN": 173806, + "TP": 0, + "n_pred": 0, + "n_ref": 1426 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1659, + "IoU": 0.0, + "TN": 173573, + "TP": 0, + "n_pred": 1659, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2283, + "IoU": 0.0, + "TN": 172949, + "TP": 0, + "n_pred": 2283, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 72412, + "FP": 0, + "IoU": 0.0, + "TN": 102820, + "TP": 0, + "n_pred": 0, + "n_ref": 72412 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 8784, + "IoU": 0.0, + "TN": 166448, + "TP": 0, + "n_pred": 8784, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 12692, + "IoU": 0.0, + "TN": 162540, + "TP": 0, + "n_pred": 12692, + "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": 19, + "IoU": 0.0, + "TN": 175213, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 175220, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 63689, + "FP": 0, + "IoU": 0.0, + "TN": 111543, + "TP": 0, + "n_pred": 0, + "n_ref": 63689 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 8296, + "IoU": 0.0, + "TN": 166936, + "TP": 0, + "n_pred": 8296, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6705, + "IoU": 0.0, + "TN": 168527, + "TP": 0, + "n_pred": 6705, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": NaN, + "FN": 913.7393939393937, + "FP": 534.751515151515, + "IoU": NaN, + "TN": 268352.7696969697, + "TP": 1011.8303030303031, + "n_pred": 1546.581818181818, + "n_ref": 1925.569696969697 + }, + "mean": { + "1": { + "Dice": 0.2980547743003568, + "FN": 516.2272727272727, + "FP": 427.6818181818182, + "IoU": 0.26953493159678604, + "TN": 267494.04545454547, + "TP": 2375.1363636363635, + "n_pred": 2802.818181818182, + "n_ref": 2891.3636363636365 + }, + "10": { + "Dice": 0.29463567106045374, + "FN": 1865.3636363636363, + "FP": 389.1818181818182, + "IoU": 0.20524613749018758, + "TN": 267418.5909090909, + "TP": 1139.9545454545455, + "n_pred": 1529.1363636363637, + "n_ref": 3005.318181818182 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 270813.0909090909, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 277.0, + "FP": 0.0, + "IoU": 0.0, + "TN": 270536.0909090909, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 277.0 + }, + "13": { + "Dice": 0.29381929046563193, + "FN": 464.40909090909093, + "FP": 469.3636363636364, + "IoU": 0.208034067271086, + "TN": 269397.45454545453, + "TP": 481.8636363636364, + "n_pred": 951.2272727272727, + "n_ref": 946.2727272727273 + }, + "14": { + "Dice": 0.4306949961758113, + "FN": 519.4090909090909, + "FP": 630.4545454545455, + "IoU": 0.34953953594603404, + "TN": 268183.45454545453, + "TP": 1479.7727272727273, + "n_pred": 2110.2272727272725, + "n_ref": 1999.1818181818182 + }, + "15": { + "Dice": 0.3374137666024664, + "FN": 944.3181818181819, + "FP": 711.5, + "IoU": 0.22589811398749912, + "TN": 268332.36363636365, + "TP": 824.9090909090909, + "n_pred": 1536.409090909091, + "n_ref": 1769.2272727272727 + }, + "2": { + "Dice": 0.1463931402363029, + "FN": 344.3181818181818, + "FP": 101.5, + "IoU": 0.1034999295079656, + "TN": 270100.3181818182, + "TP": 266.95454545454544, + "n_pred": 368.45454545454544, + "n_ref": 611.2727272727273 + }, + "3": { + "Dice": 3.999680025597952e-05, + "FN": 772.7272727272727, + "FP": 282.3636363636364, + "IoU": 1.999960000799984e-05, + "TN": 269757.95454545453, + "TP": 0.045454545454545456, + "n_pred": 282.40909090909093, + "n_ref": 772.7727272727273 + }, + "4": { + "Dice": 0.019047619047619046, + "FN": 60.31818181818182, + "FP": 275.95454545454544, + "IoU": 0.00980392156862745, + "TN": 270474.45454545453, + "TP": 2.3636363636363638, + "n_pred": 278.3181818181818, + "n_ref": 62.68181818181818 + }, + "5": { + "Dice": 0.00013054830287206266, + "FN": 604.3636363636364, + "FP": 0.0, + "IoU": 6.528267397832615e-05, + "TN": 270208.6818181818, + "TP": 0.045454545454545456, + "n_pred": 0.045454545454545456, + "n_ref": 604.4090909090909 + }, + "6": { + "Dice": 0.23916235325095492, + "FN": 4341.363636363636, + "FP": 1606.4545454545455, + "IoU": 0.18866066622391667, + "TN": 258848.4090909091, + "TP": 6016.863636363636, + "n_pred": 7623.318181818182, + "n_ref": 10358.227272727272 + }, + "7": { + "Dice": 0.22930464941148432, + "FN": 234.5909090909091, + "FP": 2250.590909090909, + "IoU": 0.19168209110623086, + "TN": 266546.86363636365, + "TP": 1781.0454545454545, + "n_pred": 4031.6363636363635, + "n_ref": 2015.6363636363637 + }, + "8": { + "Dice": 0.3137768575865063, + "FN": 2363.5454545454545, + "FP": 141.6818181818182, + "IoU": 0.23256896475969255, + "TN": 267883.6818181818, + "TP": 424.1818181818182, + "n_pred": 565.8636363636364, + "n_ref": 2787.7272727272725 + }, + "9": { + "Dice": 0.1599568655643422, + "FN": 398.1363636363636, + "FP": 734.5454545454545, + "IoU": 0.11760042283298097, + "TN": 269296.0909090909, + "TP": 384.3181818181818, + "n_pred": 1118.8636363636363, + "n_ref": 782.4545454545455 + } + }, + "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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5972, + "IoU": 0.0, + "TN": 169260, + "TP": 0, + "n_pred": 5972, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1248, + "IoU": 0.0, + "TN": 173984, + "TP": 0, + "n_pred": 1248, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.05714285714285714, + "FN": 1327, + "FP": 389, + "IoU": 0.029411764705882353, + "TN": 173464, + "TP": 52, + "n_pred": 441, + "n_ref": 1379 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8672440439739889, + "FN": 21893, + "FP": 870, + "IoU": 0.7656053710072698, + "TN": 78118, + "TP": 74351, + "n_pred": 75221, + "n_ref": 96244 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 175174, + "TP": 0, + "n_pred": 58, + "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": 402, + "IoU": 0.0, + "TN": 174830, + "TP": 0, + "n_pred": 402, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 5638, + "FP": 0, + "IoU": 0.0, + "TN": 169594, + "TP": 0, + "n_pred": 0, + "n_ref": 5638 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 540, + "FP": 0, + "IoU": 0.0, + "TN": 174692, + "TP": 0, + "n_pred": 0, + "n_ref": 540 + }, + "8": { + "Dice": 0.0, + "FN": 22173, + "FP": 0, + "IoU": 0.0, + "TN": 153059, + "TP": 0, + "n_pred": 0, + "n_ref": 22173 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 3996, + "IoU": 0.0, + "TN": 171236, + "TP": 0, + "n_pred": 3996, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 334, + "IoU": 0.0, + "TN": 525362, + "TP": 0, + "n_pred": 334, + "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": 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": 0.35517135460090393, + "FN": 29011, + "FP": 379, + "IoU": 0.21593213104257816, + "TN": 488212, + "TP": 8094, + "n_pred": 8473, + "n_ref": 37105 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 18169, + "IoU": 0.0, + "TN": 507527, + "TP": 0, + "n_pred": 18169, + "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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 242, + "IoU": 0.0, + "TN": 350222, + "TP": 0, + "n_pred": 242, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 334, + "FP": 0, + "IoU": 0.0, + "TN": 350130, + "TP": 0, + "n_pred": 0, + "n_ref": 334 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 554, + "IoU": 0.0, + "TN": 525142, + "TP": 0, + "n_pred": 554, + "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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.37840984697272123, + "FN": 12915, + "FP": 2033, + "IoU": 0.23335726741204227, + "TN": 330966, + "TP": 4550, + "n_pred": 6583, + "n_ref": 17465 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 12020, + "IoU": 0.0, + "TN": 338444, + "TP": 0, + "n_pred": 12020, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.6908834274327466, + "FN": 44569, + "FP": 107, + "IoU": 0.5277478277414854, + "TN": 255862, + "TP": 49926, + "n_pred": 50033, + "n_ref": 94495 + }, + "7": { + "Dice": 0.8636666570079106, + "FN": 625, + "FP": 8785, + "IoU": 0.760046919624643, + "TN": 311248, + "TP": 29806, + "n_pred": 38591, + "n_ref": 30431 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8906930153036072, + "FN": 9243, + "FP": 1178, + "IoU": 0.8029274381134288, + "TN": 297585, + "TP": 42458, + "n_pred": 43636, + "n_ref": 51701 + }, + "10": { + "Dice": 0.6943143574493847, + "FN": 11803, + "FP": 5364, + "IoU": 0.5317622671358045, + "TN": 313801, + "TP": 19496, + "n_pred": 24860, + "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": 0.5876385809312639, + "FN": 10217, + "FP": 4661, + "IoU": 0.416068134542172, + "TN": 324985, + "TP": 10601, + "n_pred": 15262, + "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": 0.5855725609452116, + "FN": 7575, + "FP": 738, + "IoU": 0.4139997180318624, + "TN": 336278, + "TP": 5873, + "n_pred": 6611, + "n_ref": 13448 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6212, + "IoU": 0.0, + "TN": 344252, + "TP": 0, + "n_pred": 6212, + "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": 10529, + "IoU": 0.0, + "TN": 339935, + "TP": 0, + "n_pred": 10529, + "n_ref": 0 + }, + "7": { + "Dice": 0.7315738025415445, + "FN": 3996, + "FP": 2869, + "IoU": 0.5767570900123304, + "TN": 334244, + "TP": 9355, + "n_pred": 12224, + "n_ref": 13351 + }, + "8": { + "Dice": 0.5030535683126854, + "FN": 2649, + "FP": 3047, + "IoU": 0.3360531530481408, + "TN": 341885, + "TP": 2883, + "n_pred": 5930, + "n_ref": 5532 + }, + "9": { + "Dice": 0.6398274622573688, + "FN": 5704, + "FP": 3815, + "IoU": 0.4704016913319239, + "TN": 332490, + "TP": 8455, + "n_pred": 12270, + "n_ref": 14159 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8976356304985337, + "FN": 2114, + "FP": 120, + "IoU": 0.8142821514672874, + "TN": 163203, + "TP": 9795, + "n_pred": 9915, + "n_ref": 11909 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 26, + "IoU": 0.0, + "TN": 175206, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1750, + "IoU": 0.0, + "TN": 348714, + "TP": 0, + "n_pred": 1750, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 350437, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 5665, + "IoU": 0.0, + "TN": 344799, + "TP": 0, + "n_pred": 5665, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 5, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 5, + "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": 5677, + "IoU": 0.0, + "TN": 344787, + "TP": 0, + "n_pred": 5677, + "n_ref": 0 + }, + "5": { + "Dice": 0.0002610966057441253, + "FN": 7658, + "FP": 0, + "IoU": 0.0001305653479566523, + "TN": 342805, + "TP": 1, + "n_pred": 1, + "n_ref": 7659 + }, + "6": { + "Dice": 0.0, + "FN": 37, + "FP": 11047, + "IoU": 0.0, + "TN": 339380, + "TP": 0, + "n_pred": 11047, + "n_ref": 37 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 15228, + "IoU": 0.0, + "TN": 335236, + "TP": 0, + "n_pred": 15228, + "n_ref": 0 + }, + "8": { + "Dice": 0.010918071140765132, + "FN": 22778, + "FP": 51, + "IoU": 0.005489000217817469, + "TN": 327509, + "TP": 126, + "n_pred": 177, + "n_ref": 22904 + }, + "9": { + "Dice": 0.0, + "FN": 3055, + "FP": 8259, + "IoU": 0.0, + "TN": 339150, + "TP": 0, + "n_pred": 8259, + "n_ref": 3055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.8841902516853286, + "FN": 6950, + "FP": 1107, + "IoU": 0.7924202607306642, + "TN": 136418, + "TP": 30757, + "n_pred": 31864, + "n_ref": 37707 + }, + "15": { + "Dice": 0.4969033558980268, + "FN": 18403, + "FP": 6048, + "IoU": 0.330586431582982, + "TN": 138706, + "TP": 12075, + "n_pred": 18123, + "n_ref": 30478 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 350409, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "10": { + "Dice": 0.10581847981970907, + "FN": 16320, + "FP": 1138, + "IoU": 0.055865015412903576, + "TN": 331973, + "TP": 1033, + "n_pred": 2171, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.00011999040076793856, + "FN": 16666, + "FP": 0, + "IoU": 5.999880002399952e-05, + "TN": 333797, + "TP": 1, + "n_pred": 1, + "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": 8388, + "IoU": 0.0, + "TN": 342076, + "TP": 0, + "n_pred": 8388, + "n_ref": 0 + }, + "7": { + "Dice": 0.009892086330935251, + "FN": 0, + "FP": 4404, + "IoU": 0.004970628106642567, + "TN": 346038, + "TP": 22, + "n_pred": 4426, + "n_ref": 22 + }, + "8": { + "Dice": 0.7411357908925745, + "FN": 4398, + "FP": 19, + "IoU": 0.5887337057728119, + "TN": 339724, + "TP": 6323, + "n_pred": 6342, + "n_ref": 10721 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3684, + "IoU": 0.0, + "TN": 346780, + "TP": 0, + "n_pred": 3684, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0398.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": 0.40789473684210525, + "FN": 4477, + "FP": 743, + "IoU": 0.256198347107438, + "TN": 343446, + "TP": 1798, + "n_pred": 2541, + "n_ref": 6275 + }, + "15": { + "Dice": 0.5153379439093725, + "FN": 2372, + "FP": 9051, + "IoU": 0.3471079103795153, + "TN": 332968, + "TP": 6073, + "n_pred": 15124, + "n_ref": 8445 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.19480080056506394, + "FN": 1772.6575757575754, + "FP": 1172.8030303030303, + "IoU": 0.1428062706756579, + "TN": 266208.0363636363, + "TP": 1659.5939393939393, + "n_pred": 2832.3969696969702, + "n_ref": 3432.2515151515154 + }, + "mean": { + "1": { + "Dice": 0.10548874138761481, + "FN": 9368.90909090909, + "FP": 368.8636363636364, + "IoU": 0.07333918648329654, + "TN": 259380.0909090909, + "TP": 1695.2272727272727, + "n_pred": 2064.090909090909, + "n_ref": 11064.136363636364 + }, + "10": { + "Dice": 0.11486322856760622, + "FN": 645.8181818181819, + "FP": 994.9545454545455, + "IoU": 0.07643963878831203, + "TN": 268647.45454545453, + "TP": 524.8636363636364, + "n_pred": 1519.8181818181818, + "n_ref": 1170.6818181818182 + }, + "11": { + "Dice": 0.0, + "FN": 89.4090909090909, + "FP": 0.0, + "IoU": 0.0, + "TN": 270723.6818181818, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 89.4090909090909 + }, + "12": { + "Dice": 0.0, + "FN": 1.5, + "FP": 0.0, + "IoU": 0.0, + "TN": 270811.5909090909, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1.5 + }, + "13": { + "Dice": 0.16741354932926894, + "FN": 1319.7272727272727, + "FP": 317.8181818181818, + "IoU": 0.11317418046440293, + "TN": 268609.7727272727, + "TP": 565.7727272727273, + "n_pred": 883.5909090909091, + "n_ref": 1885.5 + }, + "14": { + "Dice": 0.460271180877529, + "FN": 75.22727272727273, + "FP": 1808.0454545454545, + "IoU": 0.358842112079046, + "TN": 267376.0, + "TP": 1553.8181818181818, + "n_pred": 3361.8636363636365, + "n_ref": 1629.0454545454545 + }, + "15": { + "Dice": 0.3513652697646321, + "FN": 1171.6363636363637, + "FP": 453.09090909090907, + "IoU": 0.25284395497290985, + "TN": 267991.2727272727, + "TP": 1197.090909090909, + "n_pred": 1650.1818181818182, + "n_ref": 2368.7272727272725 + }, + "2": { + "Dice": 0.41487370737001356, + "FN": 743.9545454545455, + "FP": 117.63636363636364, + "IoU": 0.3254355895217553, + "TN": 269055.04545454547, + "TP": 896.4545454545455, + "n_pred": 1014.0909090909091, + "n_ref": 1640.409090909091 + }, + "3": { + "Dice": 0.06606683804627249, + "FN": 11.636363636363637, + "FP": 424.6363636363636, + "IoU": 0.03956889915319477, + "TN": 270365.13636363635, + "TP": 11.681818181818182, + "n_pred": 436.3181818181818, + "n_ref": 23.318181818181817 + }, + "4": { + "Dice": 0.0, + "FN": 648.5454545454545, + "FP": 18.818181818181817, + "IoU": 0.0, + "TN": 270145.7272727273, + "TP": 0.0, + "n_pred": 18.818181818181817, + "n_ref": 648.5454545454545 + }, + "5": { + "Dice": 0.06496493043578246, + "FN": 107.22727272727273, + "FP": 113.9090909090909, + "IoU": 0.03598955347474361, + "TN": 270566.2727272727, + "TP": 25.681818181818183, + "n_pred": 139.5909090909091, + "n_ref": 132.9090909090909 + }, + "6": { + "Dice": 0.3764726917708477, + "FN": 5344.363636363636, + "FP": 11279.727272727272, + "IoU": 0.32051237407949945, + "TN": 238742.95454545456, + "TP": 15446.045454545454, + "n_pred": 26725.772727272728, + "n_ref": 20790.409090909092 + }, + "7": { + "Dice": 0.20289562139500714, + "FN": 5842.909090909091, + "FP": 1158.6363636363637, + "IoU": 0.12329958622662981, + "TN": 262189.9090909091, + "TP": 1621.6363636363637, + "n_pred": 2780.2727272727275, + "n_ref": 7464.545454545455 + }, + "8": { + "Dice": 0.25100080052631824, + "FN": 1139.590909090909, + "FP": 52.90909090909091, + "IoU": 0.1573343130193271, + "TN": 269096.5909090909, + "TP": 524.0, + "n_pred": 576.9090909090909, + "n_ref": 1663.590909090909 + }, + "9": { + "Dice": 0.3463354490050659, + "FN": 79.4090909090909, + "FP": 483.0, + "IoU": 0.265314671871751, + "TN": 269419.04545454547, + "TP": 831.6363636363636, + "n_pred": 1314.6363636363637, + "n_ref": 911.0454545454545 + } + }, + "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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 21, + "IoU": 0.0, + "TN": 350443, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8579, + "IoU": 0.0, + "TN": 341885, + "TP": 0, + "n_pred": 8579, + "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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8, + "FN": 129, + "FP": 26, + "IoU": 0.6666666666666666, + "TN": 174767, + "TP": 310, + "n_pred": 336, + "n_ref": 439 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.8015088916831328, + "FN": 812, + "FP": 3608, + "IoU": 0.6687649880095923, + "TN": 161888, + "TP": 8924, + "n_pred": 12532, + "n_ref": 9736 + }, + "15": { + "Dice": 0.710728510051118, + "FN": 8480, + "FP": 9968, + "IoU": 0.5512636520639245, + "TN": 134121, + "TP": 22663, + "n_pred": 32631, + "n_ref": 31143 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.5793046509494542, + "FN": 843, + "FP": 35845, + "IoU": 0.4077613482275457, + "TN": 113284, + "TP": 25260, + "n_pred": 61105, + "n_ref": 26103 + }, + "15": { + "Dice": 0.34336729924277837, + "FN": 14048, + "FP": 0, + "IoU": 0.20726821285480504, + "TN": 157511, + "TP": 3673, + "n_pred": 3673, + "n_ref": 17721 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.645549416820135, + "FN": 34539, + "FP": 105, + "IoU": 0.47661348803480785, + "TN": 109040, + "TP": 31548, + "n_pred": 31653, + "n_ref": 66087 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 63, + "IoU": 0.0, + "TN": 175169, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 44686, + "IoU": 0.0, + "TN": 130546, + "TP": 0, + "n_pred": 44686, + "n_ref": 0 + }, + "7": { + "Dice": 0.38763155812297223, + "FN": 30950, + "FP": 4, + "IoU": 0.24041127825084047, + "TN": 134481, + "TP": 9797, + "n_pred": 9801, + "n_ref": 40747 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 324, + "IoU": 0.0, + "TN": 350140, + "TP": 0, + "n_pred": 324, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 3248, + "FP": 0, + "IoU": 0.0, + "TN": 347216, + "TP": 0, + "n_pred": 0, + "n_ref": 3248 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 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": 58, + "IoU": 0.0, + "TN": 350406, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 124963, + "FP": 0, + "IoU": 0.0, + "TN": 50269, + "TP": 0, + "n_pred": 0, + "n_ref": 124963 + }, + "10": { + "Dice": 0.07631160572337042, + "FN": 650, + "FP": 1093, + "IoU": 0.03966942148760331, + "TN": 173417, + "TP": 72, + "n_pred": 1165, + "n_ref": 722 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 152803, + "IoU": 0.0, + "TN": 22429, + "TP": 0, + "n_pred": 152803, + "n_ref": 0 + }, + "7": { + "Dice": 0.33181818181818185, + "FN": 26317, + "FP": 143, + "IoU": 0.1989100817438692, + "TN": 142202, + "TP": 6570, + "n_pred": 6713, + "n_ref": 32887 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4018, + "IoU": 0.0, + "TN": 171214, + "TP": 0, + "n_pred": 4018, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0.9289001214428726, + "FN": 17341, + "FP": 4321, + "IoU": 0.867239498424917, + "TN": 12066, + "TP": 141504, + "n_pred": 145825, + "n_ref": 158845 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6996, + "IoU": 0.0, + "TN": 168236, + "TP": 0, + "n_pred": 6996, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1963, + "IoU": 0.0, + "TN": 173269, + "TP": 0, + "n_pred": 1963, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1814, + "IoU": 0.0, + "TN": 173418, + "TP": 0, + "n_pred": 1814, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.017586455804186628, + "FN": 6067, + "FP": 8904, + "IoU": 0.008871234690499835, + "TN": 160127, + "TP": 134, + "n_pred": 9038, + "n_ref": 6201 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.22199675324675325, + "FN": 18485, + "FP": 685, + "IoU": 0.12485733850719014, + "TN": 153327, + "TP": 2735, + "n_pred": 3420, + "n_ref": 21220 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 13784, + "FP": 0, + "IoU": 0.0, + "TN": 161448, + "TP": 0, + "n_pred": 0, + "n_ref": 13784 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 134, + "IoU": 0.0, + "TN": 175098, + "TP": 0, + "n_pred": 134, + "n_ref": 0 + }, + "6": { + "Dice": 0.34835167086688384, + "FN": 30725, + "FP": 1080, + "IoU": 0.2109115268198283, + "TN": 134926, + "TP": 8501, + "n_pred": 9581, + "n_ref": 39226 + }, + "7": { + "Dice": 0.1962818849978383, + "FN": 26579, + "FP": 1306, + "IoU": 0.10882070949185044, + "TN": 143942, + "TP": 3405, + "n_pred": 4711, + "n_ref": 29984 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.24782830863566685, + "FN": 66, + "FP": 2878, + "IoU": 0.14144065325167687, + "TN": 171803, + "TP": 485, + "n_pred": 3363, + "n_ref": 551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1983605142807835, + "FN": 46435, + "FP": 16, + "IoU": 0.11010000383156443, + "TN": 473498, + "TP": 5747, + "n_pred": 5763, + "n_ref": 52182 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 431, + "IoU": 0.0, + "TN": 525265, + "TP": 0, + "n_pred": 431, + "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": 33, + "FP": 0, + "IoU": 0.0, + "TN": 525663, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2014, + "IoU": 0.0, + "TN": 523682, + "TP": 0, + "n_pred": 2014, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 2187, + "IoU": 0.0, + "TN": 523509, + "TP": 0, + "n_pred": 2187, + "n_ref": 0 + }, + "3": { + "Dice": 0.33033419023136246, + "FN": 256, + "FP": 786, + "IoU": 0.19784449576597382, + "TN": 524397, + "TP": 257, + "n_pred": 1043, + "n_ref": 513 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 414, + "IoU": 0.0, + "TN": 525282, + "TP": 0, + "n_pred": 414, + "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": 40296, + "IoU": 0.0, + "TN": 485400, + "TP": 0, + "n_pred": 40296, + "n_ref": 0 + }, + "7": { + "Dice": 0.41432379419604687, + "FN": 23038, + "FP": 252, + "IoU": 0.2612915503679269, + "TN": 494168, + "TP": 8238, + "n_pred": 8490, + "n_ref": 31276 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": 0.20619860847564833, + "FN": 5020, + "FP": 0, + "IoU": 0.114950634696756, + "TN": 169560, + "TP": 652, + "n_pred": 652, + "n_ref": 5672 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.005780346820809248, + "FN": 550, + "FP": 1514, + "IoU": 0.002898550724637681, + "TN": 173162, + "TP": 6, + "n_pred": 1520, + "n_ref": 556 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 15, + "FP": 47, + "IoU": 0.0, + "TN": 175170, + "TP": 0, + "n_pred": 47, + "n_ref": 15 + }, + "7": { + "Dice": 0.3614007948150321, + "FN": 21158, + "FP": 2785, + "IoU": 0.22055472361481868, + "TN": 144514, + "TP": 6775, + "n_pred": 9560, + "n_ref": 27933 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2144, + "IoU": 0.0, + "TN": 348320, + "TP": 0, + "n_pred": 2144, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 743, + "IoU": 0.0, + "TN": 349721, + "TP": 0, + "n_pred": 743, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.6601682467619174, + "FN": 10177, + "FP": 3, + "IoU": 0.49272473589794696, + "TN": 330396, + "TP": 9888, + "n_pred": 9891, + "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": 0.726010246042868, + "FN": 47612, + "FP": 94, + "IoU": 0.5698713382802427, + "TN": 239553, + "TP": 63205, + "n_pred": 63299, + "n_ref": 110817 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1318, + "IoU": 0.0, + "TN": 349146, + "TP": 0, + "n_pred": 1318, + "n_ref": 0 + }, + "8": { + "Dice": 0.28306264501160094, + "FN": 5, + "FP": 304, + "IoU": 0.16486486486486487, + "TN": 350094, + "TP": 61, + "n_pred": 365, + "n_ref": 66 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 330, + "IoU": 0.0, + "TN": 525366, + "TP": 0, + "n_pred": 330, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.19489479130734735, + "FN": 2359, + "FP": 2309, + "IoU": 0.10796866042423084, + "TN": 520463, + "TP": 565, + "n_pred": 2874, + "n_ref": 2924 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2056, + "IoU": 0.0, + "TN": 523640, + "TP": 0, + "n_pred": 2056, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.4699397565673538, + "FN": 25066, + "FP": 802, + "IoU": 0.3071380741931164, + "TN": 488361, + "TP": 11467, + "n_pred": 12269, + "n_ref": 36533 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 525669, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.6188091585376444, + "FN": 2471, + "FP": 10698, + "IoU": 0.44802581943163716, + "TN": 151374, + "TP": 10689, + "n_pred": 21387, + "n_ref": 13160 + }, + "11": { + "Dice": 0.0, + "FN": 1967, + "FP": 0, + "IoU": 0.0, + "TN": 173265, + "TP": 0, + "n_pred": 0, + "n_ref": 1967 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6092906465787822, + "FN": 9999, + "FP": 2449, + "IoU": 0.43811501309018686, + "TN": 153078, + "TP": 9706, + "n_pred": 12155, + "n_ref": 19705 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8543050249779606, + "FN": 2219, + "FP": 260, + "IoU": 0.7456653329229507, + "TN": 165485, + "TP": 7268, + "n_pred": 7528, + "n_ref": 9487 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1817, + "IoU": 0.0, + "TN": 173415, + "TP": 0, + "n_pred": 1817, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 484, + "FP": 0, + "IoU": 0.0, + "TN": 174748, + "TP": 0, + "n_pred": 0, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7496710045328264, + "FN": 15249, + "FP": 1871, + "IoU": 0.5995789966085838, + "TN": 132477, + "TP": 25635, + "n_pred": 27506, + "n_ref": 40884 + }, + "7": { + "Dice": 0.3375, + "FN": 502, + "FP": 2996, + "IoU": 0.20300751879699247, + "TN": 170843, + "TP": 891, + "n_pred": 3887, + "n_ref": 1393 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7911780383795309, + "FN": 1681, + "FP": 7721, + "IoU": 0.6545033623635762, + "TN": 148019, + "TP": 17811, + "n_pred": 25532, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 179, + "FP": 17, + "IoU": 0.0, + "TN": 525500, + "TP": 0, + "n_pred": 17, + "n_ref": 179 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 525680, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.5598952651101898, + "FN": 3971, + "FP": 63, + "IoU": 0.3887878787878788, + "TN": 519096, + "TP": 2566, + "n_pred": 2629, + "n_ref": 6537 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4766, + "IoU": 0.0, + "TN": 520930, + "TP": 0, + "n_pred": 4766, + "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": 0.964739258364722, + "FN": 6505, + "FP": 853, + "IoU": 0.931880462153755, + "TN": 417680, + "TP": 100658, + "n_pred": 101511, + "n_ref": 107163 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1111, + "IoU": 0.0, + "TN": 524585, + "TP": 0, + "n_pred": 1111, + "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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0374.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": NaN, + "FN": 1111.9809523809524, + "FP": 445.63492063492066, + "IoU": NaN, + "TN": 248033.24761904762, + "TP": 740.5650793650796, + "n_pred": 1186.2000000000003, + "n_ref": 1852.5460317460318 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 339.0, + "FP": 86.80952380952381, + "IoU": 0.0, + "TN": 249905.61904761905, + "TP": 0.0, + "n_pred": 86.80952380952381, + "n_ref": 339.0 + }, + "10": { + "Dice": 0.1999480207484258, + "FN": 430.95238095238096, + "FP": 1075.8095238095239, + "IoU": 0.14732244412096157, + "TN": 247843.38095238095, + "TP": 981.2857142857143, + "n_pred": 2057.095238095238, + "n_ref": 1412.2380952380952 + }, + "11": { + "Dice": 0.0, + "FN": 290.6666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 250040.7619047619, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 290.6666666666667 + }, + "12": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 250331.42857142858, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.08988593095358859, + "FN": 1289.4761904761904, + "FP": 543.952380952381, + "IoU": 0.04837242124030864, + "TN": 248377.09523809524, + "TP": 120.9047619047619, + "n_pred": 664.8571428571429, + "n_ref": 1410.3809523809523 + }, + "14": { + "Dice": 0.19816936492815573, + "FN": 6101.476190476191, + "FP": 25.095238095238095, + "IoU": 0.16242097227668445, + "TN": 241145.66666666666, + "TP": 3059.190476190476, + "n_pred": 3084.285714285714, + "n_ref": 9160.666666666666 + }, + "15": { + "Dice": 0.25597646193453477, + "FN": 91.66666666666667, + "FP": 4.666666666666667, + "IoU": 0.14677351328553354, + "TN": 250218.52380952382, + "TP": 16.571428571428573, + "n_pred": 21.238095238095237, + "n_ref": 108.23809523809524 + }, + "2": { + "Dice": 0.22125345774710609, + "FN": 3125.4285714285716, + "FP": 23.61904761904762, + "IoU": 0.17697093457088922, + "TN": 246625.09523809524, + "TP": 557.2857142857143, + "n_pred": 580.9047619047619, + "n_ref": 3682.714285714286 + }, + "3": { + "Dice": 0.2895334585602833, + "FN": 225.04761904761904, + "FP": 545.0, + "IoU": 0.25600265653181103, + "TN": 248344.0, + "TP": 1217.3809523809523, + "n_pred": 1762.3809523809523, + "n_ref": 1442.4285714285713 + }, + "4": { + "Dice": 0.0, + "FN": 326.42857142857144, + "FP": 0.0, + "IoU": 0.0, + "TN": 250005.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 326.42857142857144 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 21.476190476190474, + "IoU": 0.0, + "TN": 250309.95238095237, + "TP": 0.0, + "n_pred": 21.476190476190474, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.43617073547876256, + "FN": 528.1428571428571, + "FP": 1959.6666666666667, + "IoU": 0.3751939885695404, + "TN": 243168.42857142858, + "TP": 4675.190476190476, + "n_pred": 6634.857142857143, + "n_ref": 5203.333333333333 + }, + "7": { + "Dice": 0.1264944976880574, + "FN": 3196.4285714285716, + "FP": 2018.4285714285713, + "IoU": 0.09744423921259938, + "TN": 244978.09523809524, + "TP": 138.47619047619048, + "n_pred": 2156.904761904762, + "n_ref": 3334.904761904762 + }, + "8": { + "Dice": 0.31582223806239823, + "FN": 10.952380952380953, + "FP": 333.1904761904762, + "IoU": 0.23738270932355365, + "TN": 249752.7619047619, + "TP": 234.52380952380952, + "n_pred": 567.7142857142857, + "n_ref": 245.47619047619048 + }, + "9": { + "Dice": 0.17551403189919376, + "FN": 724.047619047619, + "FP": 46.80952380952381, + "IoU": 0.10122143213954828, + "TN": 249452.90476190476, + "TP": 107.66666666666667, + "n_pred": 154.47619047619048, + "n_ref": 831.7142857142857 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 605, + "IoU": 0.0, + "TN": 349859, + "TP": 0, + "n_pred": 605, + "n_ref": 0 + }, + "10": { + "Dice": 0.25964501657889605, + "FN": 4528, + "FP": 14451, + "IoU": 0.14919083695700902, + "TN": 328157, + "TP": 3328, + "n_pred": 17779, + "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": 0.07698210751645866, + "FN": 11860, + "FP": 10993, + "IoU": 0.04003192472485928, + "TN": 326658, + "TP": 953, + "n_pred": 11946, + "n_ref": 12813 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0888046298144083, + "FN": 9099, + "FP": 33, + "IoU": 0.04646549023702621, + "TN": 340887, + "TP": 445, + "n_pred": 478, + "n_ref": 9544 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 350435, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 6855, + "FP": 0, + "IoU": 0.0, + "TN": 343609, + "TP": 0, + "n_pred": 0, + "n_ref": 6855 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8261264433859099, + "FN": 6850, + "FP": 2531, + "IoU": 0.703761013041968, + "TN": 318797, + "TP": 22286, + "n_pred": 24817, + "n_ref": 29136 + }, + "7": { + "Dice": 0.7232568211346904, + "FN": 269, + "FP": 1009, + "IoU": 0.5664857530529173, + "TN": 347516, + "TP": 1670, + "n_pred": 2679, + "n_ref": 1939 + }, + "8": { + "Dice": 0.20563035495716034, + "FN": 0, + "FP": 649, + "IoU": 0.1145975443383356, + "TN": 349731, + "TP": 84, + "n_pred": 733, + "n_ref": 84 + }, + "9": { + "Dice": 0.196415770609319, + "FN": 7614, + "FP": 233, + "IoU": 0.10890302066772654, + "TN": 341658, + "TP": 959, + "n_pred": 1192, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1107, + "IoU": 0.0, + "TN": 174125, + "TP": 0, + "n_pred": 1107, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 407, + "IoU": 0.0, + "TN": 174825, + "TP": 0, + "n_pred": 407, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 3534, + "FP": 0, + "IoU": 0.0, + "TN": 171698, + "TP": 0, + "n_pred": 0, + "n_ref": 3534 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.014692378328741965, + "FN": 928, + "FP": 145, + "IoU": 0.0074005550416281225, + "TN": 174151, + "TP": 8, + "n_pred": 153, + "n_ref": 936 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7962092011740161, + "FN": 5678, + "FP": 85, + "IoU": 0.6614182480465307, + "TN": 158211, + "TP": 11258, + "n_pred": 11343, + "n_ref": 16936 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3998, + "IoU": 0.0, + "TN": 171234, + "TP": 0, + "n_pred": 3998, + "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": 451, + "IoU": 0.0, + "TN": 174781, + "TP": 0, + "n_pred": 451, + "n_ref": 0 + }, + "6": { + "Dice": 0.9559903367803909, + "FN": 2876, + "FP": 1733, + "IoU": 0.9156910807053487, + "TN": 120564, + "TP": 50059, + "n_pred": 51792, + "n_ref": 52935 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 175181, + "TP": 0, + "n_pred": 51, + "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": 0.01412928293889085, + "FN": 2790, + "FP": 1, + "IoU": 0.007114905727499111, + "TN": 172421, + "TP": 20, + "n_pred": 21, + "n_ref": 2810 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 111, + "IoU": 0.0, + "TN": 175121, + "TP": 0, + "n_pred": 111, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 35, + "FP": 0, + "IoU": 0.0, + "TN": 175197, + "TP": 0, + "n_pred": 0, + "n_ref": 35 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4195519348268839, + "FN": 281, + "FP": 4, + "IoU": 0.2654639175257732, + "TN": 174844, + "TP": 103, + "n_pred": 107, + "n_ref": 384 + }, + "7": { + "Dice": 0.03571016499365409, + "FN": 66856, + "FP": 4, + "IoU": 0.01817968222267908, + "TN": 107134, + "TP": 1238, + "n_pred": 1242, + "n_ref": 68094 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 467, + "IoU": 0.0, + "TN": 525229, + "TP": 0, + "n_pred": 467, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8829896319927082, + "FN": 521, + "FP": 1533, + "IoU": 0.7904936760505916, + "TN": 515892, + "TP": 7750, + "n_pred": 9283, + "n_ref": 8271 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 432, + "IoU": 0.0, + "TN": 525264, + "TP": 0, + "n_pred": 432, + "n_ref": 0 + }, + "8": { + "Dice": 0.8086141021187913, + "FN": 7, + "FP": 544, + "IoU": 0.6787172011661807, + "TN": 523981, + "TP": 1164, + "n_pred": 1708, + "n_ref": 1171 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 7119, + "FP": 0, + "IoU": 0.0, + "TN": 168113, + "TP": 0, + "n_pred": 0, + "n_ref": 7119 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.7846941094804868, + "FN": 34989, + "FP": 60, + "IoU": 0.6456762166643079, + "TN": 76314, + "TP": 63869, + "n_pred": 63929, + "n_ref": 98858 + }, + "15": { + "Dice": 0.25597646193453477, + "FN": 1925, + "FP": 98, + "IoU": 0.14677351328553354, + "TN": 172861, + "TP": 348, + "n_pred": 446, + "n_ref": 2273 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 252, + "IoU": 0.0, + "TN": 174980, + "TP": 0, + "n_pred": 252, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7400950871632329, + "FN": 4487, + "FP": 7649, + "IoU": 0.5874213836477987, + "TN": 496281, + "TP": 17279, + "n_pred": 24928, + "n_ref": 21766 + }, + "11": { + "Dice": 0.0, + "FN": 146, + "FP": 0, + "IoU": 0.0, + "TN": 525550, + "TP": 0, + "n_pred": 0, + "n_ref": 146 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.17798330701556508, + "FN": 14291, + "FP": 285, + "IoU": 0.09768478395443853, + "TN": 509542, + "TP": 1578, + "n_pred": 1863, + "n_ref": 15869 + }, + "14": { + "Dice": 0.0, + "FN": 195, + "FP": 0, + "IoU": 0.0, + "TN": 525501, + "TP": 0, + "n_pred": 0, + "n_ref": 195 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 267, + "FP": 378, + "IoU": 0.0, + "TN": 525051, + "TP": 0, + "n_pred": 378, + "n_ref": 267 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 325, + "IoU": 0.0, + "TN": 525371, + "TP": 0, + "n_pred": 325, + "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": 0.5648667332360396, + "FN": 223, + "FP": 5442, + "IoU": 0.39359880111325196, + "TN": 516354, + "TP": 3677, + "n_pred": 9119, + "n_ref": 3900 + }, + "9": { + "Dice": 0.31599704214937147, + "FN": 4801, + "FP": 749, + "IoU": 0.1876463700234192, + "TN": 518864, + "TP": 1282, + "n_pred": 2031, + "n_ref": 6083 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 554, + "FP": 0, + "IoU": 0.0, + "TN": 349910, + "TP": 0, + "n_pred": 0, + "n_ref": 554 + }, + "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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 354, + "IoU": 0.0, + "TN": 174878, + "TP": 0, + "n_pred": 354, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 85, + "IoU": 0.0, + "TN": 175147, + "TP": 0, + "n_pred": 85, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 50590, + "FP": 0, + "IoU": 0.0, + "TN": 124642, + "TP": 0, + "n_pred": 0, + "n_ref": 50590 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3684, + "IoU": 0.0, + "TN": 171548, + "TP": 0, + "n_pred": 3684, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8515264333581534, + "FN": 530, + "FP": 8443, + "IoU": 0.741441908713693, + "TN": 140528, + "TP": 25731, + "n_pred": 34174, + "n_ref": 26261 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 36799, + "IoU": 0.0, + "TN": 138433, + "TP": 0, + "n_pred": 36799, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.007983350232136187, + "FN": 92947, + "FP": 0, + "IoU": 0.0040076724424298925, + "TN": 432375, + "TP": 374, + "n_pred": 374, + "n_ref": 93321 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8542111193689914, + "FN": 4205, + "FP": 1876, + "IoU": 0.7455222631402745, + "TN": 501800, + "TP": 17815, + "n_pred": 19691, + "n_ref": 22020 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 28190, + "IoU": 0.0, + "TN": 497506, + "TP": 0, + "n_pred": 28190, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4092, + "IoU": 0.0, + "TN": 521604, + "TP": 0, + "n_pred": 4092, + "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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": NaN, + "FN": 1068.418181818182, + "FP": 351.16363636363633, + "IoU": NaN, + "TN": 244631.5090909091, + "TP": 866.7272727272727, + "n_pred": 1217.890909090909, + "n_ref": 1935.1454545454544 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 24.681818181818183, + "FP": 25.136363636363637, + "IoU": 0.0, + "TN": 246868.0, + "TP": 0.0, + "n_pred": 25.136363636363637, + "n_ref": 24.681818181818183 + }, + "10": { + "Dice": 0.3093778726205297, + "FN": 1804.3181818181818, + "FP": 927.4090909090909, + "IoU": 0.22557205831665533, + "TN": 242744.13636363635, + "TP": 1441.9545454545455, + "n_pred": 2369.3636363636365, + "n_ref": 3246.2727272727275 + }, + "11": { + "Dice": 0.0, + "FN": 120.81818181818181, + "FP": 0.0, + "IoU": 0.0, + "TN": 246797.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 120.81818181818181 + }, + "12": { + "Dice": 0.0, + "FN": 20.636363636363637, + "FP": 0.0, + "IoU": 0.0, + "TN": 246897.18181818182, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 20.636363636363637 + }, + "13": { + "Dice": 0.162867089688891, + "FN": 873.5909090909091, + "FP": 337.77272727272725, + "IoU": 0.10558693997079178, + "TN": 245599.18181818182, + "TP": 107.27272727272727, + "n_pred": 445.04545454545456, + "n_ref": 980.8636363636364 + }, + "14": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1.3636363636363635, + "IoU": 0.0, + "TN": 246916.45454545456, + "TP": 0.0, + "n_pred": 1.3636363636363635, + "n_ref": 0.0 + }, + "15": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 246917.81818181818, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.27118843764099065, + "FN": 884.1363636363636, + "FP": 531.8181818181819, + "IoU": 0.2053562804365582, + "TN": 244579.45454545456, + "TP": 922.4090909090909, + "n_pred": 1454.2272727272727, + "n_ref": 1806.5454545454545 + }, + "3": { + "Dice": 0.17445482866043613, + "FN": 1.9545454545454546, + "FP": 761.7727272727273, + "IoU": 0.1339712918660287, + "TN": 246143.9090909091, + "TP": 10.181818181818182, + "n_pred": 771.9545454545455, + "n_ref": 12.136363636363637 + }, + "4": { + "Dice": 0.0, + "FN": 520.5, + "FP": 589.7272727272727, + "IoU": 0.0, + "TN": 245807.5909090909, + "TP": 0.0, + "n_pred": 589.7272727272727, + "n_ref": 520.5 + }, + "5": { + "Dice": 0.0, + "FN": 9.772727272727273, + "FP": 15.954545454545455, + "IoU": 0.0, + "TN": 246892.0909090909, + "TP": 0.0, + "n_pred": 15.954545454545455, + "n_ref": 9.772727272727273 + }, + "6": { + "Dice": 0.5622272143937062, + "FN": 1982.7272727272727, + "FP": 1269.0, + "IoU": 0.4793944395294641, + "TN": 238300.9090909091, + "TP": 5365.181818181818, + "n_pred": 6634.181818181818, + "n_ref": 7347.909090909091 + }, + "7": { + "Dice": 0.2073337798238542, + "FN": 8944.545454545454, + "FP": 355.8636363636364, + "IoU": 0.13441972209295266, + "TN": 234131.13636363635, + "TP": 3486.2727272727275, + "n_pred": 3842.1363636363635, + "n_ref": 12430.818181818182 + }, + "8": { + "Dice": 0.57071979924069, + "FN": 421.6363636363636, + "FP": 48.86363636363637, + "IoU": 0.4527561905538965, + "TN": 245037.77272727274, + "TP": 1409.5454545454545, + "n_pred": 1458.409090909091, + "n_ref": 1831.1818181818182 + }, + "9": { + "Dice": 0.1715081305723037, + "FN": 416.95454545454544, + "FP": 402.77272727272725, + "IoU": 0.10531843793121277, + "TN": 245840.0, + "TP": 258.09090909090907, + "n_pred": 660.8636363636364, + "n_ref": 675.0454545454545 + } + }, + "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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.60140537921008, + "FN": 11166, + "FP": 6929, + "IoU": 0.43000693000693, + "TN": 318718, + "TP": 13651, + "n_pred": 20580, + "n_ref": 24817 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.04875272692781941, + "FN": 8261, + "FP": 1768, + "IoU": 0.024985417071748006, + "TN": 340178, + "TP": 257, + "n_pred": 2025, + "n_ref": 8518 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 8643, + "IoU": 0.0, + "TN": 341821, + "TP": 0, + "n_pred": 8643, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3960, + "IoU": 0.0, + "TN": 346504, + "TP": 0, + "n_pred": 3960, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 12814, + "IoU": 0.0, + "TN": 337650, + "TP": 0, + "n_pred": 12814, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.01575748480528251, + "FN": 30, + "FP": 13087, + "IoU": 0.00794130993798215, + "TN": 337242, + "TP": 105, + "n_pred": 13192, + "n_ref": 135 + }, + "7": { + "Dice": 0.3025712918005881, + "FN": 81588, + "FP": 0, + "IoU": 0.1782527244525915, + "TN": 251178, + "TP": 17698, + "n_pred": 17698, + "n_ref": 99286 + }, + "8": { + "Dice": 0.6183206106870229, + "FN": 51, + "FP": 49, + "IoU": 0.44751381215469616, + "TN": 350283, + "TP": 81, + "n_pred": 130, + "n_ref": 132 + }, + "9": { + "Dice": 0.26888604353393086, + "FN": 138, + "FP": 433, + "IoU": 0.15532544378698224, + "TN": 349788, + "TP": 105, + "n_pred": 538, + "n_ref": 243 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 808, + "FP": 0, + "IoU": 0.0, + "TN": 349656, + "TP": 0, + "n_pred": 0, + "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": 0, + "IoU": 0.0, + "TN": 348948, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 350426, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "6": { + "Dice": 0.763681592039801, + "FN": 2427, + "FP": 993, + "IoU": 0.6177062374245473, + "TN": 341518, + "TP": 5526, + "n_pred": 6519, + "n_ref": 7953 + }, + "7": { + "Dice": 0.0, + "FN": 16199, + "FP": 1862, + "IoU": 0.0, + "TN": 332403, + "TP": 0, + "n_pred": 1862, + "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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.5835492227979274, + "FN": 3167, + "FP": 1977, + "IoU": 0.41197988111568357, + "TN": 516948, + "TP": 3604, + "n_pred": 5581, + "n_ref": 6771 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.851380729913502, + "FN": 1421, + "FP": 1792, + "IoU": 0.7412210051546392, + "TN": 513280, + "TP": 9203, + "n_pred": 10995, + "n_ref": 10624 + }, + "7": { + "Dice": 0.4043022614451186, + "FN": 1288, + "FP": 872, + "IoU": 0.25337020394054616, + "TN": 522803, + "TP": 733, + "n_pred": 1605, + "n_ref": 2021 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 138, + "FP": 0, + "IoU": 0.0, + "TN": 525558, + "TP": 0, + "n_pred": 0, + "n_ref": 138 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 30, + "IoU": 0.0, + "TN": 175202, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 6237, + "IoU": 0.0, + "TN": 168995, + "TP": 0, + "n_pred": 6237, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 83, + "IoU": 0.0, + "TN": 175149, + "TP": 0, + "n_pred": 83, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 703, + "IoU": 0.0, + "TN": 174529, + "TP": 0, + "n_pred": 703, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 155, + "IoU": 0.0, + "TN": 175077, + "TP": 0, + "n_pred": 155, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 175210, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 502, + "IoU": 0.0, + "TN": 349962, + "TP": 0, + "n_pred": 502, + "n_ref": 0 + }, + "10": { + "Dice": 0.7601237723664739, + "FN": 4168, + "FP": 2964, + "IoU": 0.6130642361111112, + "TN": 332032, + "TP": 11300, + "n_pred": 14264, + "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": 0.5379930394431555, + "FN": 1458, + "FP": 1728, + "IoU": 0.36798254314620116, + "TN": 345423, + "TP": 1855, + "n_pred": 3583, + "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": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 350385, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7217885627015103, + "FN": 1413, + "FP": 5145, + "IoU": 0.5646863591105211, + "TN": 335399, + "TP": 8507, + "n_pred": 13652, + "n_ref": 9920 + }, + "7": { + "Dice": 0.6418897712400884, + "FN": 60465, + "FP": 8, + "IoU": 0.47263451643847565, + "TN": 235794, + "TP": 54197, + "n_pred": 54205, + "n_ref": 114662 + }, + "8": { + "Dice": 0.7410358565737052, + "FN": 4, + "FP": 61, + "IoU": 0.5886075949367089, + "TN": 350306, + "TP": 93, + "n_pred": 154, + "n_ref": 97 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 350421, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 543, + "FP": 0, + "IoU": 0.0, + "TN": 174689, + "TP": 0, + "n_pred": 0, + "n_ref": 543 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 634, + "FP": 0, + "IoU": 0.0, + "TN": 174598, + "TP": 0, + "n_pred": 0, + "n_ref": 634 + }, + "12": { + "Dice": 0.0, + "FN": 379, + "FP": 0, + "IoU": 0.0, + "TN": 174853, + "TP": 0, + "n_pred": 0, + "n_ref": 379 + }, + "13": { + "Dice": 0.3828197945845005, + "FN": 5, + "FP": 656, + "IoU": 0.23672055427251731, + "TN": 174366, + "TP": 205, + "n_pred": 861, + "n_ref": 210 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1431, + "IoU": 0.0, + "TN": 173801, + "TP": 0, + "n_pred": 1431, + "n_ref": 0 + }, + "3": { + "Dice": 0.6978193146417445, + "FN": 43, + "FP": 151, + "IoU": 0.5358851674641149, + "TN": 174814, + "TP": 224, + "n_pred": 375, + "n_ref": 267 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 215, + "FP": 309, + "IoU": 0.0, + "TN": 174708, + "TP": 0, + "n_pred": 309, + "n_ref": 215 + }, + "6": { + "Dice": 0.09136786188579017, + "FN": 6777, + "FP": 65, + "IoU": 0.04787086000556638, + "TN": 168046, + "TP": 344, + "n_pred": 409, + "n_ref": 7121 + }, + "7": { + "Dice": 0.44829410208939435, + "FN": 3739, + "FP": 433, + "IoU": 0.28890403954320776, + "TN": 169365, + "TP": 1695, + "n_pred": 2128, + "n_ref": 5434 + }, + "8": { + "Dice": 0.8776105123107052, + "FN": 7656, + "FP": 531, + "IoU": 0.7819126265316996, + "TN": 137692, + "TP": 29353, + "n_pred": 29884, + "n_ref": 37009 + }, + "9": { + "Dice": 0.29198036006546646, + "FN": 4991, + "FP": 3661, + "IoU": 0.1709467228823304, + "TN": 164796, + "TP": 1784, + "n_pred": 5445, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 175181, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "10": { + "Dice": 0.2205667339692265, + "FN": 20386, + "FP": 2004, + "IoU": 0.12395336098286251, + "TN": 149674, + "TP": 3168, + "n_pred": 5172, + "n_ref": 23554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.007636977177870527, + "FN": 7979, + "FP": 3196, + "IoU": 0.003833125334284186, + "TN": 164014, + "TP": 43, + "n_pred": 3239, + "n_ref": 8022 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "6": { + "Dice": 0.9034955655315887, + "FN": 13108, + "FP": 994, + "IoU": 0.8239780315796044, + "TN": 95117, + "TP": 66013, + "n_pred": 67007, + "n_ref": 79121 + }, + "7": { + "Dice": 0.07283603096410979, + "FN": 6994, + "FP": 3546, + "IoU": 0.037794412999817416, + "TN": 164278, + "TP": 414, + "n_pred": 3960, + "n_ref": 7408 + }, + "8": { + "Dice": 0.6166320166320166, + "FN": 1565, + "FP": 279, + "IoU": 0.4457469191463781, + "TN": 171905, + "TP": 1483, + "n_pred": 1762, + "n_ref": 3048 + }, + "9": { + "Dice": 0.4681823798344248, + "FN": 3906, + "FP": 4702, + "IoU": 0.30563846091796404, + "TN": 162835, + "TP": 3789, + "n_pred": 8491, + "n_ref": 7695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.7035032754201083, + "FN": 641, + "FP": 1441, + "IoU": 0.5426186291739895, + "TN": 345912, + "TP": 2470, + "n_pred": 3911, + "n_ref": 3111 + }, + "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": 81, + "IoU": 0.0, + "TN": 350383, + "TP": 0, + "n_pred": 81, + "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": 11209, + "FP": 426, + "IoU": 0.0, + "TN": 338829, + "TP": 0, + "n_pred": 426, + "n_ref": 11209 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 6, + "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": 0.9279018632102766, + "FN": 225, + "FP": 1644, + "IoU": 0.8655008635578584, + "TN": 336568, + "TP": 12027, + "n_pred": 13671, + "n_ref": 12252 + }, + "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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2024, + "FP": 0, + "IoU": 0.0, + "TN": 348440, + "TP": 0, + "n_pred": 0, + "n_ref": 2024 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.6524389127848449, + "FN": 18810, + "FP": 179, + "IoU": 0.48416277300880145, + "TN": 313652, + "TP": 17823, + "n_pred": 18002, + "n_ref": 36633 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11945, + "IoU": 0.0, + "TN": 338519, + "TP": 0, + "n_pred": 11945, + "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": 0.784671269455604, + "FN": 7844, + "FP": 1107, + "IoU": 0.6456452889944576, + "TN": 325204, + "TP": 16309, + "n_pred": 17416, + "n_ref": 24153 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 600, + "IoU": 0.0, + "TN": 349864, + "TP": 0, + "n_pred": 600, + "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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 292, + "IoU": 0.0, + "TN": 174940, + "TP": 0, + "n_pred": 292, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 10375, + "FP": 3091, + "IoU": 0.0, + "TN": 161766, + "TP": 0, + "n_pred": 3091, + "n_ref": 10375 + }, + "7": { + "Dice": 0.20344434069924267, + "FN": 15298, + "FP": 58, + "IoU": 0.11324132355488827, + "TN": 157915, + "TP": 1961, + "n_pred": 2019, + "n_ref": 17259 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808332/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 1248.772554112554, + "FP": 654.6778932178931, + "IoU": NaN, + "TN": 254317.5434632035, + "TP": 937.6554401154402, + "n_pred": 1592.3333333333335, + "n_ref": 2186.4279942279945 + }, + "mean": { + "1": { + "Dice": 0.12594159274759947, + "FN": 2111.836363636364, + "FP": 446.00735930735925, + "IoU": 0.1047768092341617, + "TN": 253653.241991342, + "TP": 947.5636363636364, + "n_pred": 1393.5709956709957, + "n_ref": 3059.4 + }, + "10": { + "Dice": 0.18848336305606156, + "FN": 1285.8086580086579, + "FP": 772.934632034632, + "IoU": 0.13337557688883042, + "TN": 254267.558008658, + "TP": 832.348051948052, + "n_pred": 1605.2826839826841, + "n_ref": 2118.15670995671 + }, + "11": { + "Dice": NaN, + "FN": 100.17878787878789, + "FP": 0.0, + "IoU": NaN, + "TN": 257058.47056277056, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 100.17878787878789 + }, + "12": { + "Dice": NaN, + "FN": 108.62727272727273, + "FP": 0.0, + "IoU": NaN, + "TN": 257050.0220779221, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 108.62727272727273 + }, + "13": { + "Dice": 0.1446974627201611, + "FN": 986.4861471861472, + "FP": 349.73593073593076, + "IoU": 0.0959974045358167, + "TN": 255564.94632034632, + "TP": 257.4809523809524, + "n_pred": 607.2168831168831, + "n_ref": 1243.9670995670995 + }, + "14": { + "Dice": 0.33673541340024116, + "FN": 1569.9406926406928, + "FP": 726.6372294372295, + "IoU": 0.2628865558033373, + "TN": 253201.07878787877, + "TP": 1660.9926406926406, + "n_pred": 2387.62987012987, + "n_ref": 3230.9333333333334 + }, + "15": { + "Dice": NaN, + "FN": 446.8151515151515, + "FP": 479.6060606060606, + "IoU": NaN, + "TN": 255823.47748917746, + "TP": 408.7506493506493, + "n_pred": 888.3567099567101, + "n_ref": 855.5658008658008 + }, + "2": { + "Dice": 0.21074174859888267, + "FN": 1121.703896103896, + "FP": 339.41471861471865, + "IoU": 0.16225254680743367, + "TN": 255168.90995670995, + "TP": 528.6207792207792, + "n_pred": 868.0354978354978, + "n_ref": 1650.3246753246754 + }, + "3": { + "Dice": 0.10601902441344957, + "FN": 2227.691341991342, + "FP": 402.75454545454545, + "IoU": 0.0859125694302085, + "TN": 254280.34545454546, + "TP": 247.85800865800866, + "n_pred": 650.6125541125541, + "n_ref": 2475.549350649351 + }, + "4": { + "Dice": 0.003809523809523809, + "FN": 335.5857142857143, + "FP": 176.9, + "IoU": 0.00196078431372549, + "TN": 256645.69090909092, + "TP": 0.4727272727272728, + "n_pred": 177.37272727272727, + "n_ref": 336.05844155844153 + }, + "5": { + "Dice": 0.013019095747730905, + "FN": 474.5363636363636, + "FP": 30.26796536796537, + "IoU": 0.007210967229744387, + "TN": 256648.69956709957, + "TP": 5.145454545454546, + "n_pred": 35.413419913419915, + "n_ref": 479.6818181818182 + }, + "6": { + "Dice": 0.3509466310809447, + "FN": 2564.4103896103893, + "FP": 3930.015151515151, + "IoU": 0.2955625008578396, + "TN": 244058.34935064934, + "TP": 6605.874458874459, + "n_pred": 10535.88961038961, + "n_ref": 9170.284848484847 + }, + "7": { + "Dice": 0.1619540163005066, + "FN": 4017.5857142857144, + "FP": 1612.9038961038962, + "IoU": 0.11454626221902, + "TN": 250076.7190476191, + "TP": 1451.4406926406925, + "n_pred": 3064.3445887445887, + "n_ref": 5469.026406926407 + }, + "8": { + "Dice": 0.36106946687501895, + "FN": 949.9813852813853, + "FP": 177.8199134199134, + "IoU": 0.27975282146615815, + "TN": 255240.916017316, + "TP": 789.9320346320346, + "n_pred": 967.751948051948, + "n_ref": 1739.91341991342 + }, + "9": { + "Dice": 0.18143777305907835, + "FN": 430.40043290043286, + "FP": 375.1709956709957, + "IoU": 0.12392902202539753, + "TN": 256024.72640692638, + "TP": 328.3515151515152, + "n_pred": 703.5225108225108, + "n_ref": 758.751948051948 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_007/summary.json b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_007/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c11d3ea4cb535b3decf2923237cc23420bb2e12a --- /dev/null +++ b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_007/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.3694169068642869, + "FN": 66371.57066666667, + "FP": 52439.704000000005, + "IoU": 0.27623266922221085, + "TN": 96217930.60533334, + "TP": 120218.96000000002, + "n_pred": 172658.66400000002, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.6474728838121205, + "FN": 79893.88, + "FP": 35092.2, + "IoU": 0.5122696947513359, + "TN": 96227580.5, + "TP": 114394.26, + "n_pred": 149486.46, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.46263896365104423, + "FN": 33823.64, + "FP": 54360.22, + "IoU": 0.31374340489195557, + "TN": 96328378.06, + "TP": 40398.92, + "n_pred": 94759.14, + "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": 0.11276268483242655, + "FN": 53529.64, + "FP": 8987.72, + "IoU": 0.0636154453410613, + "TN": 96390114.98, + "TP": 4328.5, + "n_pred": 13316.22, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.5700558601953128, + "FN": 64269.6, + "FP": 40990.28, + "IoU": 0.4422419810135594, + "TN": 96277612.42, + "TP": 74088.54, + "n_pred": 115078.82, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.4318323962336614, + "FN": 40626.98, + "FP": 2641.48, + "IoU": 0.31469025500466585, + "TN": 96400272.32, + "TP": 13420.06, + "n_pred": 16061.54, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.5121457020000241, + "FN": 81374.56, + "FP": 46849.4, + "IoU": 0.3646214848261316, + "TN": 96253269.74, + "TP": 75467.14, + "n_pred": 122316.54, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.4835748634640741, + "FN": 70318.92, + "FP": 63883.16, + "IoU": 0.3552939305863456, + "TN": 96229675.1, + "TP": 93083.66, + "n_pred": 156966.82, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.0, + "FN": 26577.5, + "FP": 0.0, + "IoU": 0.0, + "TN": 96430383.34, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.08652370017893876, + "FN": 16195.4, + "FP": 348.84, + "IoU": 0.05278240731840783, + "TN": 96439459.84, + "TP": 956.76, + "n_pred": 1305.6, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8092597064246431, + "FN": 201200.04, + "FP": 377208.12, + "IoU": 0.6909254480045667, + "TN": 94720529.1, + "TP": 1158023.58, + "n_pred": 1535231.7, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.4264693863680713, + "FN": 205152.36, + "FP": 133552.58, + "IoU": 0.2866842042527433, + "TN": 95984483.6, + "TP": 133772.3, + "n_pred": 267324.88, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.7272459156004213, + "FN": 49823.62, + "FP": 19451.02, + "IoU": 0.581367750338108, + "TN": 96305140.64, + "TP": 82545.56, + "n_pred": 101996.58, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.27127154020356575, + "FN": 64850.38, + "FP": 3230.54, + "IoU": 0.16525403200428154, + "TN": 96376074.8, + "TP": 12805.12, + "n_pred": 16035.66, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7441113106843315, + "FN": 19984, + "FP": 30021, + "IoU": 0.5924978200813293, + "TN": 119470609, + "TP": 72706, + "n_pred": 102727, + "n_ref": 92690 + }, + "10": { + "Dice": 0.5502279571940434, + "FN": 29112, + "FP": 46456, + "IoU": 0.3795272228654006, + "TN": 119471529, + "TP": 46223, + "n_pred": 92679, + "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": 0.0679828800220903, + "FN": 50295, + "FP": 17211, + "IoU": 0.03518751429224788, + "TN": 119523352, + "TP": 2462, + "n_pred": 19673, + "n_ref": 52757 + }, + "14": { + "Dice": 0.34940104749682316, + "FN": 192081, + "FP": 14248, + "IoU": 0.21168136994570802, + "TN": 119331587, + "TP": 55404, + "n_pred": 69652, + "n_ref": 247485 + }, + "15": { + "Dice": 0.4273467385973516, + "FN": 21971, + "FP": 7220, + "IoU": 0.27173614749395003, + "TN": 119553237, + "TP": 10892, + "n_pred": 18112, + "n_ref": 32863 + }, + "2": { + "Dice": 0.8197502911818172, + "FN": 27836, + "FP": 21841, + "IoU": 0.6945566561525833, + "TN": 119430681, + "TP": 112962, + "n_pred": 134803, + "n_ref": 140798 + }, + "3": { + "Dice": 0.7924875893138971, + "FN": 32291, + "FP": 40025, + "IoU": 0.6562976763639302, + "TN": 119382917, + "TP": 138087, + "n_pred": 178112, + "n_ref": 170378 + }, + "4": { + "Dice": 0.0, + "FN": 77704, + "FP": 0, + "IoU": 0.0, + "TN": 119515616, + "TP": 0, + "n_pred": 0, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 46, + "IoU": 0.0, + "TN": 119529010, + "TP": 0, + "n_pred": 46, + "n_ref": 64264 + }, + "6": { + "Dice": 0.8409143250176041, + "FN": 230751, + "FP": 129142, + "IoU": 0.7254979879122186, + "TN": 118282244, + "TP": 951183, + "n_pred": 1080325, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 201575, + "IoU": 0.0, + "TN": 119391745, + "TP": 0, + "n_pred": 201575, + "n_ref": 0 + }, + "8": { + "Dice": 0.5920152738811255, + "FN": 154410, + "FP": 27654, + "IoU": 0.4204699546088274, + "TN": 119279162, + "TP": 132094, + "n_pred": 159748, + "n_ref": 286504 + }, + "9": { + "Dice": 0.3134584101507429, + "FN": 62082, + "FP": 1224, + "IoU": 0.18585868978111578, + "TN": 119515562, + "TP": 14452, + "n_pred": 15676, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.883749008048974, + "FN": 32652, + "FP": 8366, + "IoU": 0.7917117336705107, + "TN": 72628731, + "TP": 155911, + "n_pred": 164277, + "n_ref": 188563 + }, + "10": { + "Dice": 0.41961611127844256, + "FN": 30139, + "FP": 75842, + "IoU": 0.26551530566278336, + "TN": 72681367, + "TP": 38312, + "n_pred": 114154, + "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": 0.3490575417962813, + "FN": 37896, + "FP": 7931, + "IoU": 0.2114292597308738, + "TN": 72767546, + "TP": 12287, + "n_pred": 20218, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7689573006791626, + "FN": 16541, + "FP": 19723, + "IoU": 0.6246390162610883, + "TN": 72729049, + "TP": 60347, + "n_pred": 80070, + "n_ref": 76888 + }, + "15": { + "Dice": 0.7303592224312461, + "FN": 18022, + "FP": 38, + "IoU": 0.5752487123403655, + "TN": 72783141, + "TP": 24459, + "n_pred": 24497, + "n_ref": 42481 + }, + "2": { + "Dice": 0.6007811310018192, + "FN": 31320, + "FP": 107591, + "IoU": 0.42936894599768316, + "TN": 72582226, + "TP": 104523, + "n_pred": 212114, + "n_ref": 135843 + }, + "3": { + "Dice": 0.300295323938994, + "FN": 101777, + "FP": 16450, + "IoU": 0.17667500017409835, + "TN": 72682063, + "TP": 25370, + "n_pred": 41820, + "n_ref": 127147 + }, + "4": { + "Dice": 0.0, + "FN": 27010, + "FP": 0, + "IoU": 0.0, + "TN": 72798650, + "TP": 0, + "n_pred": 0, + "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": 0.8814171054016515, + "FN": 140089, + "FP": 147200, + "IoU": 0.7879765636127875, + "TN": 71470673, + "TP": 1067698, + "n_pred": 1214898, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.5489118482595694, + "FN": 117827, + "FP": 81134, + "IoU": 0.37827601831164165, + "TN": 72505645, + "TP": 121054, + "n_pred": 202188, + "n_ref": 238881 + }, + "8": { + "Dice": 0.8864703757225434, + "FN": 9119, + "FP": 3451, + "IoU": 0.79609051829021, + "TN": 72764015, + "TP": 49075, + "n_pred": 52526, + "n_ref": 58194 + }, + "9": { + "Dice": 0.37844520541224724, + "FN": 58700, + "FP": 4647, + "IoU": 0.23338416109981605, + "TN": 72743028, + "TP": 19285, + "n_pred": 23932, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6593369934714225, + "FN": 119712, + "FP": 25297, + "IoU": 0.4917991995458018, + "TN": 71524150, + "TP": 140329, + "n_pred": 165626, + "n_ref": 260041 + }, + "10": { + "Dice": 0.6801849949684289, + "FN": 28492, + "FP": 32845, + "IoU": 0.5153638899204349, + "TN": 71682925, + "TP": 65226, + "n_pred": 98071, + "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": 0.13864803551794685, + "FN": 58920, + "FP": 2969, + "IoU": 0.07448781217287274, + "TN": 71742618, + "TP": 4981, + "n_pred": 7950, + "n_ref": 63901 + }, + "14": { + "Dice": 0.6675802049735672, + "FN": 259827, + "FP": 1440, + "IoU": 0.5010284352314982, + "TN": 71285877, + "TP": 262344, + "n_pred": 263784, + "n_ref": 522171 + }, + "15": { + "Dice": 0.0, + "FN": 180663, + "FP": 12, + "IoU": 0.0, + "TN": 71628813, + "TP": 0, + "n_pred": 12, + "n_ref": 180663 + }, + "2": { + "Dice": 0.605811841075107, + "FN": 27324, + "FP": 128253, + "IoU": 0.43452660044270464, + "TN": 71534361, + "TP": 119550, + "n_pred": 247803, + "n_ref": 146874 + }, + "3": { + "Dice": 0.32271018204529545, + "FN": 146501, + "FP": 15078, + "IoU": 0.1923997740824599, + "TN": 71609415, + "TP": 38494, + "n_pred": 53572, + "n_ref": 184995 + }, + "4": { + "Dice": 0.0, + "FN": 13975, + "FP": 0, + "IoU": 0.0, + "TN": 71795513, + "TP": 0, + "n_pred": 0, + "n_ref": 13975 + }, + "5": { + "Dice": 0.004822530864197531, + "FN": 10318, + "FP": 0, + "IoU": 0.0024170936865512906, + "TN": 71799145, + "TP": 25, + "n_pred": 25, + "n_ref": 10343 + }, + "6": { + "Dice": 0.84778395220968, + "FN": 76597, + "FP": 344114, + "IoU": 0.7357855793065291, + "TN": 70217179, + "TP": 1171598, + "n_pred": 1515712, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7798667044289909, + "FN": 43765, + "FP": 64274, + "IoU": 0.6391651692973609, + "TN": 71510074, + "TP": 191375, + "n_pred": 255649, + "n_ref": 235140 + }, + "8": { + "Dice": 0.7822954653007822, + "FN": 10979, + "FP": 28124, + "IoU": 0.6424345504256622, + "TN": 71700129, + "TP": 70256, + "n_pred": 98380, + "n_ref": 81235 + }, + "9": { + "Dice": 0.32941568725514714, + "FN": 70372, + "FP": 2033, + "IoU": 0.1971859095898613, + "TN": 71719299, + "TP": 17784, + "n_pred": 19817, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8836130951253245, + "FN": 27635, + "FP": 21511, + "IoU": 0.7914936042935025, + "TN": 135209805, + "TP": 186559, + "n_pred": 208070, + "n_ref": 214194 + }, + "10": { + "Dice": 0.5356094923479648, + "FN": 44520, + "FP": 25909, + "IoU": 0.36575591657361045, + "TN": 135334466, + "TP": 40615, + "n_pred": 66524, + "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": 0.010881954450633348, + "FN": 40320, + "FP": 5673, + "IoU": 0.0054707434156467585, + "TN": 135399264, + "TP": 253, + "n_pred": 5926, + "n_ref": 40573 + }, + "14": { + "Dice": 0.7646712437372318, + "FN": 26793, + "FP": 44742, + "IoU": 0.6190022209558099, + "TN": 135257753, + "TP": 116222, + "n_pred": 160964, + "n_ref": 143015 + }, + "15": { + "Dice": 0.4200262812089356, + "FN": 35317, + "FP": 8819, + "IoU": 0.26584384044712067, + "TN": 135385392, + "TP": 15982, + "n_pred": 24801, + "n_ref": 51299 + }, + "2": { + "Dice": 0.5166804686694537, + "FN": 131861, + "FP": 13464, + "IoU": 0.3483271525495173, + "TN": 135222507, + "TP": 77678, + "n_pred": 91142, + "n_ref": 209539 + }, + "3": { + "Dice": 0.6886837550122346, + "FN": 69112, + "FP": 73511, + "IoU": 0.5251851013396543, + "TN": 135145134, + "TP": 157753, + "n_pred": 231264, + "n_ref": 226865 + }, + "4": { + "Dice": 0.0, + "FN": 36841, + "FP": 0, + "IoU": 0.0, + "TN": 135408669, + "TP": 0, + "n_pred": 0, + "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": 0.9034320923015051, + "FN": 233667, + "FP": 71763, + "IoU": 0.8238724532780206, + "TN": 133711369, + "TP": 1428711, + "n_pred": 1500474, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.3790732947814035, + "FN": 123618, + "FP": 123237, + "IoU": 0.23386208245010195, + "TN": 135123303, + "TP": 75352, + "n_pred": 198589, + "n_ref": 198970 + }, + "8": { + "Dice": 0.5345713174719442, + "FN": 171400, + "FP": 34474, + "IoU": 0.36478835431946016, + "TN": 135121407, + "TP": 118229, + "n_pred": 152703, + "n_ref": 289629 + }, + "9": { + "Dice": 0.03517371774992247, + "FN": 96276, + "FP": 169, + "IoU": 0.017901693430954248, + "TN": 135347307, + "TP": 1758, + "n_pred": 1927, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3440138064176441, + "FN": 197410, + "FP": 26852, + "IoU": 0.20773953777564244, + "TN": 105470939, + "TP": 58804, + "n_pred": 85656, + "n_ref": 256214 + }, + "10": { + "Dice": 0.2032809781115487, + "FN": 42728, + "FP": 96462, + "IoU": 0.11314010462130528, + "TN": 105597058, + "TP": 17757, + "n_pred": 114219, + "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": 0.10838695464600755, + "FN": 74998, + "FP": 22137, + "IoU": 0.057298692727996196, + "TN": 105650966, + "TP": 5904, + "n_pred": 28041, + "n_ref": 80902 + }, + "14": { + "Dice": 0.8334981614572176, + "FN": 54890, + "FP": 1847, + "IoU": 0.7145279449352949, + "TN": 105555257, + "TP": 142011, + "n_pred": 143858, + "n_ref": 196901 + }, + "15": { + "Dice": 0.6759630774627815, + "FN": 12517, + "FP": 2262, + "IoU": 0.5105318937537259, + "TN": 105723811, + "TP": 15415, + "n_pred": 17677, + "n_ref": 27932 + }, + "2": { + "Dice": 0.6172252440960844, + "FN": 79813, + "FP": 10825, + "IoU": 0.4463671624469352, + "TN": 105590290, + "TP": 73077, + "n_pred": 83902, + "n_ref": 152890 + }, + "3": { + "Dice": 0.6618611970553718, + "FN": 22573, + "FP": 129557, + "IoU": 0.49461326104505726, + "TN": 105452988, + "TP": 148887, + "n_pred": 278444, + "n_ref": 171460 + }, + "4": { + "Dice": 0.0, + "FN": 40854, + "FP": 0, + "IoU": 0.0, + "TN": 105713151, + "TP": 0, + "n_pred": 0, + "n_ref": 40854 + }, + "5": { + "Dice": 0.04364954301922471, + "FN": 12088, + "FP": 50, + "IoU": 0.022311719693918645, + "TN": 105741590, + "TP": 277, + "n_pred": 327, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8002368306134229, + "FN": 192460, + "FP": 478617, + "IoU": 0.6669956630045355, + "TN": 103738785, + "TP": 1344143, + "n_pred": 1822760, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.5805764167393856, + "FN": 75772, + "FP": 202521, + "IoU": 0.4090226649649715, + "TN": 105283102, + "TP": 192610, + "n_pred": 395131, + "n_ref": 268382 + }, + "8": { + "Dice": 0.7675921240010828, + "FN": 23448, + "FP": 16046, + "IoU": 0.6228393529041006, + "TN": 105649291, + "TP": 65220, + "n_pred": 81266, + "n_ref": 88668 + }, + "9": { + "Dice": 0.4374531132783196, + "FN": 51482, + "FP": 8508, + "IoU": 0.27996159155014105, + "TN": 105670690, + "TP": 23325, + "n_pred": 31833, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8111962375786999, + "FN": 50067, + "FP": 44515, + "IoU": 0.6823634507401736, + "TN": 96840112, + "TP": 203186, + "n_pred": 247701, + "n_ref": 253253 + }, + "10": { + "Dice": 0.6252233992289731, + "FN": 21267, + "FP": 88197, + "IoU": 0.4547818160989386, + "TN": 96937109, + "TP": 91307, + "n_pred": 179504, + "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": 0.2740812138548598, + "FN": 41082, + "FP": 5612, + "IoU": 0.15880307697850798, + "TN": 97082371, + "TP": 8815, + "n_pred": 14427, + "n_ref": 49897 + }, + "14": { + "Dice": 0.7597590991921348, + "FN": 100403, + "FP": 3352, + "IoU": 0.6125899401456965, + "TN": 96870063, + "TP": 164062, + "n_pred": 167414, + "n_ref": 264465 + }, + "15": { + "Dice": 0.48129272094975417, + "FN": 14345, + "FP": 2957, + "IoU": 0.31690947135694264, + "TN": 97112551, + "TP": 8027, + "n_pred": 10984, + "n_ref": 22372 + }, + "2": { + "Dice": 0.33429798408052736, + "FN": 107449, + "FP": 14238, + "IoU": 0.20069495076884677, + "TN": 96985639, + "TP": 30554, + "n_pred": 44792, + "n_ref": 138003 + }, + "3": { + "Dice": 0.679269148673673, + "FN": 16689, + "FP": 117194, + "IoU": 0.5143130774839747, + "TN": 96862223, + "TP": 141774, + "n_pred": 258968, + "n_ref": 158463 + }, + "4": { + "Dice": 0.0, + "FN": 27496, + "FP": 0, + "IoU": 0.0, + "TN": 97110384, + "TP": 0, + "n_pred": 0, + "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": 0.8309674426347499, + "FN": 142612, + "FP": 409758, + "IoU": 0.7108163390312868, + "TN": 95227779, + "TP": 1357731, + "n_pred": 1767489, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.6996195284542783, + "FN": 90319, + "FP": 50448, + "IoU": 0.5380114080171186, + "TN": 96833182, + "TP": 163931, + "n_pred": 214379, + "n_ref": 254250 + }, + "8": { + "Dice": 0.8497308710377166, + "FN": 17786, + "FP": 21215, + "IoU": 0.7387235296876151, + "TN": 96988609, + "TP": 110270, + "n_pred": 131485, + "n_ref": 128056 + }, + "9": { + "Dice": 0.41141513467293717, + "FN": 49334, + "FP": 5734, + "IoU": 0.25898215679414377, + "TN": 97063566, + "TP": 19246, + "n_pred": 24980, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8176940035841832, + "FN": 14952, + "FP": 55749, + "IoU": 0.6916094531052351, + "TN": 130537534, + "TP": 158557, + "n_pred": 214306, + "n_ref": 173509 + }, + "10": { + "Dice": 0.3545574791181006, + "FN": 52989, + "FP": 35334, + "IoU": 0.21547849567426408, + "TN": 130654210, + "TP": 24259, + "n_pred": 59593, + "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": 6023, + "IoU": 0.0, + "TN": 130699402, + "TP": 0, + "n_pred": 6023, + "n_ref": 61367 + }, + "14": { + "Dice": 0.784827531499134, + "FN": 40703, + "FP": 24397, + "IoU": 0.6458569066063191, + "TN": 130582968, + "TP": 118724, + "n_pred": 143121, + "n_ref": 159427 + }, + "15": { + "Dice": 0.7613079923645116, + "FN": 10444, + "FP": 1060, + "IoU": 0.614606365159129, + "TN": 130736942, + "TP": 18346, + "n_pred": 19406, + "n_ref": 28790 + }, + "2": { + "Dice": 0.6834649982953006, + "FN": 49059, + "FP": 59566, + "IoU": 0.5191392537306826, + "TN": 130540895, + "TP": 117272, + "n_pred": 176838, + "n_ref": 166331 + }, + "3": { + "Dice": 0.6466560271126027, + "FN": 77517, + "FP": 19236, + "IoU": 0.477820894072439, + "TN": 130581505, + "TP": 88534, + "n_pred": 107770, + "n_ref": 166051 + }, + "4": { + "Dice": 0.0, + "FN": 29936, + "FP": 0, + "IoU": 0.0, + "TN": 130736856, + "TP": 0, + "n_pred": 0, + "n_ref": 29936 + }, + "5": { + "Dice": 0.15947896497095582, + "FN": 28591, + "FP": 59, + "IoU": 0.08664881407804131, + "TN": 130735424, + "TP": 2718, + "n_pred": 2777, + "n_ref": 31309 + }, + "6": { + "Dice": 0.8312442338082009, + "FN": 212222, + "FP": 244517, + "IoU": 0.7112215039731314, + "TN": 129185168, + "TP": 1124885, + "n_pred": 1369402, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.4253400990878224, + "FN": 303684, + "FP": 79663, + "IoU": 0.2701155334186316, + "TN": 130241576, + "TP": 141869, + "n_pred": 221532, + "n_ref": 445553 + }, + "8": { + "Dice": 0.7690322705820152, + "FN": 71672, + "FP": 23562, + "IoU": 0.6247379620143432, + "TN": 130513012, + "TP": 158546, + "n_pred": 182108, + "n_ref": 230218 + }, + "9": { + "Dice": 0.08567114062485345, + "FN": 97462, + "FP": 21, + "IoU": 0.044752572268495834, + "TN": 130664742, + "TP": 4567, + "n_pred": 4588, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5971308871313521, + "FN": 85252, + "FP": 70722, + "IoU": 0.42564974996870003, + "TN": 71964442, + "TP": 115592, + "n_pred": 186314, + "n_ref": 200844 + }, + "10": { + "Dice": 0.19714271960462343, + "FN": 44234, + "FP": 105869, + "IoU": 0.10935015308665416, + "TN": 72067476, + "TP": 18429, + "n_pred": 124298, + "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": 0.18047941872911868, + "FN": 62092, + "FP": 13703, + "IoU": 0.09919064427568011, + "TN": 72151867, + "TP": 8346, + "n_pred": 22049, + "n_ref": 70438 + }, + "14": { + "Dice": 0.14685337085157707, + "FN": 44045, + "FP": 302202, + "IoU": 0.07924541347225214, + "TN": 71859961, + "TP": 29800, + "n_pred": 332002, + "n_ref": 73845 + }, + "15": { + "Dice": 0.4316338354577057, + "FN": 20121, + "FP": 1461, + "IoU": 0.27521241226449944, + "TN": 72206231, + "TP": 8195, + "n_pred": 9656, + "n_ref": 28316 + }, + "2": { + "Dice": 0.2632115183526825, + "FN": 107661, + "FP": 2259, + "IoU": 0.15155070472544266, + "TN": 72106454, + "TP": 19634, + "n_pred": 21893, + "n_ref": 127295 + }, + "3": { + "Dice": 0.682297860998871, + "FN": 32568, + "FP": 93785, + "IoU": 0.5177936961657208, + "TN": 71973977, + "TP": 135678, + "n_pred": 229463, + "n_ref": 168246 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 72236008, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.649728624242901, + "FN": 4097, + "FP": 356, + "IoU": 0.4811837352906909, + "TN": 72227425, + "TP": 4130, + "n_pred": 4486, + "n_ref": 8227 + }, + "6": { + "Dice": 0.5906752395684556, + "FN": 197088, + "FP": 1625040, + "IoU": 0.41911932306332783, + "TN": 69099171, + "TP": 1314709, + "n_pred": 2939749, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.3698031959048146, + "FN": 168193, + "FP": 414855, + "IoU": 0.2268457372605806, + "TN": 71481892, + "TP": 171068, + "n_pred": 585923, + "n_ref": 339261 + }, + "8": { + "Dice": 0.838677393279187, + "FN": 13109, + "FP": 7846, + "IoU": 0.7221743453762015, + "TN": 72160583, + "TP": 54470, + "n_pred": 62316, + "n_ref": 67579 + }, + "9": { + "Dice": 0.06761812856586588, + "FN": 47623, + "FP": 7450, + "IoU": 0.03499211494655686, + "TN": 72178938, + "TP": 1997, + "n_pred": 9447, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.13086747038650087, + "FN": 73442, + "FP": 133103, + "IoU": 0.07001508363538125, + "TN": 52331025, + "TP": 15550, + "n_pred": 148653, + "n_ref": 88992 + }, + "10": { + "Dice": 0.004338851678672227, + "FN": 47081, + "FP": 191, + "IoU": 0.002174142480211082, + "TN": 52505745, + "TP": 103, + "n_pred": 294, + "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": 0.09820967464279566, + "FN": 20474, + "FP": 480, + "IoU": 0.05164064267933922, + "TN": 52531025, + "TP": 1141, + "n_pred": 1621, + "n_ref": 21615 + }, + "14": { + "Dice": 0.1435250955132891, + "FN": 50634, + "FP": 11463, + "IoU": 0.07731054977711739, + "TN": 52485820, + "TP": 5203, + "n_pred": 16666, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 0, + "IoU": 0.0, + "TN": 52527851, + "TP": 0, + "n_pred": 0, + "n_ref": 25269 + }, + "2": { + "Dice": 0.4130539800683473, + "FN": 88904, + "FP": 42316, + "IoU": 0.26028231261838186, + "TN": 52375728, + "TP": 46172, + "n_pred": 88488, + "n_ref": 135076 + }, + "3": { + "Dice": 0.004198193800341713, + "FN": 142792, + "FP": 1, + "IoU": 0.0021035123764797966, + "TN": 52410026, + "TP": 301, + "n_pred": 302, + "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": 0.13079667063020214, + "FN": 5842, + "FP": 6, + "IoU": 0.06997455470737914, + "TN": 52546832, + "TP": 440, + "n_pred": 446, + "n_ref": 6282 + }, + "6": { + "Dice": 0.7985070991279684, + "FN": 182756, + "FP": 115036, + "IoU": 0.6645957696033158, + "TN": 51665260, + "TP": 590068, + "n_pred": 705104, + "n_ref": 772824 + }, + "7": { + "Dice": 0.25672172827535134, + "FN": 159440, + "FP": 35261, + "IoU": 0.14726376875068434, + "TN": 52324795, + "TP": 33624, + "n_pred": 68885, + "n_ref": 193064 + }, + "8": { + "Dice": 0.6535294117647059, + "FN": 26202, + "FP": 9138, + "IoU": 0.48536478811708167, + "TN": 52484450, + "TP": 33330, + "n_pred": 42468, + "n_ref": 59532 + }, + "9": { + "Dice": 0.14389589608433734, + "FN": 71975, + "FP": 787, + "IoU": 0.07752576796784867, + "TN": 52474243, + "TP": 6115, + "n_pred": 6902, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6292414486469255, + "FN": 138757, + "FP": 42680, + "IoU": 0.4590461595339324, + "TN": 143801848, + "TP": 153965, + "n_pred": 196645, + "n_ref": 292722 + }, + "10": { + "Dice": 0.5432511624944264, + "FN": 47108, + "FP": 38938, + "IoU": 0.37292026498174424, + "TN": 144000033, + "TP": 51171, + "n_pred": 90109, + "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": 0.027972659389080008, + "FN": 102752, + "FP": 4901, + "IoU": 0.014184721891540448, + "TN": 144028048, + "TP": 1549, + "n_pred": 6450, + "n_ref": 104301 + }, + "14": { + "Dice": 0.7382560657512672, + "FN": 170082, + "FP": 106, + "IoU": 0.5851076797058982, + "TN": 143727052, + "TP": 240010, + "n_pred": 240116, + "n_ref": 410092 + }, + "15": { + "Dice": 0.19201658239376904, + "FN": 19609, + "FP": 6118, + "IoU": 0.10620483602001111, + "TN": 144108466, + "TP": 3057, + "n_pred": 9175, + "n_ref": 22666 + }, + "2": { + "Dice": 0.5129041430411293, + "FN": 76707, + "FP": 39781, + "IoU": 0.34490321564745974, + "TN": 143959432, + "TP": 61330, + "n_pred": 101111, + "n_ref": 138037 + }, + "3": { + "Dice": 0.6971912273951519, + "FN": 48263, + "FP": 61130, + "IoU": 0.5351447135262847, + "TN": 143901923, + "TP": 125934, + "n_pred": 187064, + "n_ref": 174197 + }, + "4": { + "Dice": 0.0, + "FN": 51170, + "FP": 0, + "IoU": 0.0, + "TN": 144086080, + "TP": 0, + "n_pred": 0, + "n_ref": 51170 + }, + "5": { + "Dice": 0.22072547269333767, + "FN": 28052, + "FP": 757, + "IoU": 0.12405363495393597, + "TN": 144104361, + "TP": 4080, + "n_pred": 4837, + "n_ref": 32132 + }, + "6": { + "Dice": 0.7761265500250171, + "FN": 76530, + "FP": 663089, + "IoU": 0.6341558843693209, + "TN": 142115572, + "TP": 1282059, + "n_pred": 1945148, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.5105592118879093, + "FN": 125715, + "FP": 110773, + "IoU": 0.3427858401373967, + "TN": 143777416, + "TP": 123346, + "n_pred": 234119, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7387666797072008, + "FN": 72381, + "FP": 38465, + "IoU": 0.5857494151325575, + "TN": 143869668, + "TP": 156736, + "n_pred": 195201, + "n_ref": 229117 + }, + "9": { + "Dice": 0.19437635456791058, + "FN": 84191, + "FP": 932, + "IoU": 0.10765053673264005, + "TN": 144041858, + "TP": 10269, + "n_pred": 11201, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7749641847678785, + "FN": 53892, + "FP": 39100, + "IoU": 0.6326053288662726, + "TN": 111525808, + "TP": 160120, + "n_pred": 199220, + "n_ref": 214012 + }, + "10": { + "Dice": 0.5467423796775394, + "FN": 23231, + "FP": 14524, + "IoU": 0.37621848461818064, + "TN": 111718394, + "TP": 22771, + "n_pred": 37295, + "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": 0.19967890197066046, + "FN": 46600, + "FP": 4246, + "IoU": 0.1109129378027243, + "TN": 111721731, + "TP": 6343, + "n_pred": 10589, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6473640557989105, + "FN": 14314, + "FP": 70295, + "IoU": 0.47859445002495826, + "TN": 111616649, + "TP": 77662, + "n_pred": 147957, + "n_ref": 91976 + }, + "15": { + "Dice": 0.6184945895596338, + "FN": 2930, + "FP": 6695, + "IoU": 0.44769610374705915, + "TN": 111761493, + "TP": 7802, + "n_pred": 14497, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8321360715581837, + "FN": 50390, + "FP": 12516, + "IoU": 0.7125282760196504, + "TN": 111560095, + "TP": 155919, + "n_pred": 168435, + "n_ref": 206309 + }, + "3": { + "Dice": 0.6009745461313976, + "FN": 18237, + "FP": 41788, + "IoU": 0.4295665561120245, + "TN": 111673693, + "TP": 45202, + "n_pred": 86990, + "n_ref": 63439 + }, + "4": { + "Dice": 0.0, + "FN": 18679, + "FP": 0, + "IoU": 0.0, + "TN": 111760241, + "TP": 0, + "n_pred": 0, + "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": 0.8230267221425004, + "FN": 350648, + "FP": 29569, + "IoU": 0.6992739237382646, + "TN": 110514590, + "TP": 884113, + "n_pred": 913682, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.19718610041353016, + "FN": 205085, + "FP": 66124, + "IoU": 0.10937684719357932, + "TN": 111474404, + "TP": 33307, + "n_pred": 99431, + "n_ref": 238392 + }, + "8": { + "Dice": 0.5482374240268977, + "FN": 171258, + "FP": 3416, + "IoU": 0.37763573266063805, + "TN": 111498258, + "TP": 105988, + "n_pred": 109404, + "n_ref": 277246 + }, + "9": { + "Dice": 0.21469286443861132, + "FN": 70565, + "FP": 938, + "IoU": 0.12025542281334203, + "TN": 111697643, + "TP": 9774, + "n_pred": 10712, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.39793084844734294, + "FN": 115248, + "FP": 36524, + "IoU": 0.24838556317103125, + "TN": 198885947, + "TP": 50156, + "n_pred": 86680, + "n_ref": 165404 + }, + "10": { + "Dice": 0.3799077493699377, + "FN": 39159, + "FP": 39083, + "IoU": 0.23449760297426867, + "TN": 198985665, + "TP": 23968, + "n_pred": 63051, + "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": 1973, + "IoU": 0.0, + "TN": 199050308, + "TP": 0, + "n_pred": 1973, + "n_ref": 35594 + }, + "14": { + "Dice": 0.402677763705446, + "FN": 30256, + "FP": 19265, + "IoU": 0.25209550994517693, + "TN": 199021662, + "TP": 16692, + "n_pred": 35957, + "n_ref": 46948 + }, + "15": { + "Dice": 0.006846852030321773, + "FN": 138090, + "FP": 0, + "IoU": 0.003435186120693388, + "TN": 198949309, + "TP": 476, + "n_pred": 476, + "n_ref": 138566 + }, + "2": { + "Dice": 0.6202785057614709, + "FN": 10291, + "FP": 135759, + "IoU": 0.44956790798117113, + "TN": 198822538, + "TP": 119287, + "n_pred": 255046, + "n_ref": 129578 + }, + "3": { + "Dice": 0.009666540166264491, + "FN": 138156, + "FP": 151, + "IoU": 0.004856744038796391, + "TN": 198948893, + "TP": 675, + "n_pred": 826, + "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": 0.10593490746649649, + "FN": 18906, + "FP": 708, + "IoU": 0.05592991913746631, + "TN": 199067099, + "TP": 1162, + "n_pred": 1870, + "n_ref": 20068 + }, + "6": { + "Dice": 0.7840923838972088, + "FN": 137004, + "FP": 423631, + "IoU": 0.6448618081778038, + "TN": 197509236, + "TP": 1018004, + "n_pred": 1441635, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.32662607937597754, + "FN": 98851, + "FP": 137512, + "IoU": 0.19519013374737818, + "TN": 198794187, + "TP": 57325, + "n_pred": 194837, + "n_ref": 156176 + }, + "8": { + "Dice": 0.7042715753749149, + "FN": 36594, + "FP": 32070, + "IoU": 0.5435333222536147, + "TN": 198937450, + "TP": 81761, + "n_pred": 113831, + "n_ref": 118355 + }, + "9": { + "Dice": 0.2685855655189986, + "FN": 87060, + "FP": 1929, + "IoU": 0.1551249430350904, + "TN": 198982547, + "TP": 16339, + "n_pred": 18268, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.816755955947788, + "FN": 24221, + "FP": 47642, + "IoU": 0.6902683855062345, + "TN": 130843175, + "TP": 160154, + "n_pred": 207796, + "n_ref": 184375 + }, + "10": { + "Dice": 0.44525699337078983, + "FN": 15320, + "FP": 152629, + "IoU": 0.28638623326959844, + "TN": 130839842, + "TP": 67401, + "n_pred": 220030, + "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": 0.12172906345233839, + "FN": 83008, + "FP": 20166, + "IoU": 0.06480910771908198, + "TN": 130964868, + "TP": 7150, + "n_pred": 27316, + "n_ref": 90158 + }, + "14": { + "Dice": 0.1573205729568644, + "FN": 31643, + "FP": 235858, + "IoU": 0.08537598599519268, + "TN": 130782721, + "TP": 24970, + "n_pred": 260828, + "n_ref": 56613 + }, + "15": { + "Dice": 0.603103408472536, + "FN": 9292, + "FP": 14777, + "IoU": 0.4317452072905846, + "TN": 131032836, + "TP": 18287, + "n_pred": 33064, + "n_ref": 27579 + }, + "2": { + "Dice": 0.3870636969551231, + "FN": 117601, + "FP": 17492, + "IoU": 0.23997457074059905, + "TN": 130897444, + "TP": 42655, + "n_pred": 60147, + "n_ref": 160256 + }, + "3": { + "Dice": 0.6238016883674345, + "FN": 15680, + "FP": 194660, + "IoU": 0.4532789228809815, + "TN": 130690462, + "TP": 174390, + "n_pred": 369050, + "n_ref": 190070 + }, + "4": { + "Dice": 0.0, + "FN": 73080, + "FP": 0, + "IoU": 0.0, + "TN": 131002112, + "TP": 0, + "n_pred": 0, + "n_ref": 73080 + }, + "5": { + "Dice": 0.0, + "FN": 14699, + "FP": 11, + "IoU": 0.0, + "TN": 131060482, + "TP": 0, + "n_pred": 11, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7164151816363691, + "FN": 123927, + "FP": 940115, + "IoU": 0.5581362223882376, + "TN": 128667115, + "TP": 1344035, + "n_pred": 2284150, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.3525808978276265, + "FN": 495382, + "FP": 539476, + "IoU": 0.21402015878211852, + "TN": 129758545, + "TP": 281789, + "n_pred": 821265, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8248939061356747, + "FN": 29540, + "FP": 12341, + "IoU": 0.7019739838324035, + "TN": 130934664, + "TP": 98647, + "n_pred": 110988, + "n_ref": 128187 + }, + "9": { + "Dice": 0.3381962121127171, + "FN": 50463, + "FP": 8556, + "IoU": 0.2035115183740671, + "TN": 131001093, + "TP": 15080, + "n_pred": 23636, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8010812006019706, + "FN": 38014, + "FP": 50149, + "IoU": 0.6681696883927328, + "TN": 101351513, + "TP": 177524, + "n_pred": 227673, + "n_ref": 215538 + }, + "10": { + "Dice": 0.22626080451701824, + "FN": 23743, + "FP": 127270, + "IoU": 0.12756148428879274, + "TN": 101444107, + "TP": 22080, + "n_pred": 149350, + "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": 0.09490030945753083, + "FN": 56726, + "FP": 7327, + "IoU": 0.04981382860364036, + "TN": 101549789, + "TP": 3358, + "n_pred": 10685, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8392337325036169, + "FN": 13624, + "FP": 4822, + "IoU": 0.7229997597308986, + "TN": 101550608, + "TP": 48146, + "n_pred": 52968, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7111768118111562, + "FN": 14263, + "FP": 1172, + "IoU": 0.551803240606307, + "TN": 101582762, + "TP": 19003, + "n_pred": 20175, + "n_ref": 33266 + }, + "2": { + "Dice": 0.6325990343831063, + "FN": 53700, + "FP": 84111, + "IoU": 0.46262877553089443, + "TN": 101360746, + "TP": 118643, + "n_pred": 202754, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6469804709112892, + "FN": 78258, + "FP": 25104, + "IoU": 0.4781752642898252, + "TN": 101419122, + "TP": 94716, + "n_pred": 119820, + "n_ref": 172974 + }, + "4": { + "Dice": 0.0, + "FN": 16213, + "FP": 0, + "IoU": 0.0, + "TN": 101600987, + "TP": 0, + "n_pred": 0, + "n_ref": 16213 + }, + "5": { + "Dice": 0.3093832272576234, + "FN": 24319, + "FP": 2700, + "IoU": 0.18300021166580993, + "TN": 101584129, + "TP": 6052, + "n_pred": 8752, + "n_ref": 30371 + }, + "6": { + "Dice": 0.7997851723248649, + "FN": 237383, + "FP": 411647, + "IoU": 0.666368348301513, + "TN": 99671851, + "TP": 1296319, + "n_pred": 1707966, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.7276177191064161, + "FN": 127383, + "FP": 97562, + "IoU": 0.5718546462274027, + "TN": 101091806, + "TP": 300449, + "n_pred": 398011, + "n_ref": 427832 + }, + "8": { + "Dice": 0.6516427665694168, + "FN": 105524, + "FP": 29640, + "IoU": 0.4832864395375864, + "TN": 101355616, + "TP": 126420, + "n_pred": 156060, + "n_ref": 231944 + }, + "9": { + "Dice": 0.22463433244849487, + "FN": 70547, + "FP": 1600, + "IoU": 0.1265284873725756, + "TN": 101534602, + "TP": 10451, + "n_pred": 12051, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6489774070784488, + "FN": 101257, + "FP": 18097, + "IoU": 0.48036014384855846, + "TN": 118952526, + "TP": 110332, + "n_pred": 128429, + "n_ref": 211589 + }, + "10": { + "Dice": 0.5332809077121834, + "FN": 14290, + "FP": 102036, + "IoU": 0.3635876225490196, + "TN": 118999428, + "TP": 66458, + "n_pred": 168494, + "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": 0.12853996224040276, + "FN": 28173, + "FP": 38295, + "IoU": 0.06868432114333754, + "TN": 119110842, + "TP": 4902, + "n_pred": 43197, + "n_ref": 33075 + }, + "14": { + "Dice": 0.07866398407122083, + "FN": 62094, + "FP": 26287, + "IoU": 0.04094233565553313, + "TN": 119090058, + "TP": 3773, + "n_pred": 30060, + "n_ref": 65867 + }, + "15": { + "Dice": 0.4310320182961692, + "FN": 14689, + "FP": 1233, + "IoU": 0.2747232724456794, + "TN": 119160259, + "TP": 6031, + "n_pred": 7264, + "n_ref": 20720 + }, + "2": { + "Dice": 0.7102509194734804, + "FN": 76073, + "FP": 19725, + "IoU": 0.5506892233515156, + "TN": 118969001, + "TP": 117413, + "n_pred": 137138, + "n_ref": 193486 + }, + "3": { + "Dice": 0.8194009302119432, + "FN": 49101, + "FP": 16094, + "IoU": 0.6940552056838766, + "TN": 118969118, + "TP": 147899, + "n_pred": 163993, + "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": 0.012671712924025792, + "FN": 17609, + "FP": 0, + "IoU": 0.006376255501636384, + "TN": 119164490, + "TP": 113, + "n_pred": 113, + "n_ref": 17722 + }, + "6": { + "Dice": 0.8551318415799979, + "FN": 143469, + "FP": 397099, + "IoU": 0.7469260414755001, + "TN": 117046204, + "TP": 1595440, + "n_pred": 1992539, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.4377830556528787, + "FN": 162054, + "FP": 186159, + "IoU": 0.2802319212046674, + "TN": 118698427, + "TP": 135572, + "n_pred": 321731, + "n_ref": 297626 + }, + "8": { + "Dice": 0.7503906603127866, + "FN": 24059, + "FP": 14597, + "IoU": 0.600500201527475, + "TN": 119085451, + "TP": 58105, + "n_pred": 72702, + "n_ref": 82164 + }, + "9": { + "Dice": 0.4263484668739122, + "FN": 60903, + "FP": 5344, + "IoU": 0.2709294007593683, + "TN": 119091347, + "TP": 24618, + "n_pred": 29962, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 35137, + "IoU": 0.0, + "TN": 61297343, + "TP": 0, + "n_pred": 35137, + "n_ref": 0 + }, + "10": { + "Dice": 0.4798391219877978, + "FN": 13311, + "FP": 32472, + "IoU": 0.31565022421524663, + "TN": 61265580, + "TP": 21117, + "n_pred": 53589, + "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": 0.26509681654085987, + "FN": 43003, + "FP": 10739, + "IoU": 0.15280208087018207, + "TN": 61269045, + "TP": 9693, + "n_pred": 20432, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8371031002102195, + "FN": 71872, + "FP": 5462, + "IoU": 0.7198429201776567, + "TN": 61056442, + "TP": 198704, + "n_pred": 204166, + "n_ref": 270576 + }, + "15": { + "Dice": 0.06185505988201172, + "FN": 95093, + "FP": 3, + "IoU": 0.031914568720668626, + "TN": 61234249, + "TP": 3135, + "n_pred": 3138, + "n_ref": 98228 + }, + "2": { + "Dice": 0.4763312316500002, + "FN": 100995, + "FP": 30814, + "IoU": 0.3126212478357913, + "TN": 61140724, + "TP": 59947, + "n_pred": 90761, + "n_ref": 160942 + }, + "3": { + "Dice": 0.6850280292442, + "FN": 16161, + "FP": 87278, + "IoU": 0.5209449664926848, + "TN": 61116557, + "TP": 112484, + "n_pred": 199762, + "n_ref": 128645 + }, + "4": { + "Dice": 0.0, + "FN": 42189, + "FP": 0, + "IoU": 0.0, + "TN": 61290291, + "TP": 0, + "n_pred": 0, + "n_ref": 42189 + }, + "5": { + "Dice": 0.049379906701558764, + "FN": 8355, + "FP": 0, + "IoU": 0.025314979001399906, + "TN": 61323908, + "TP": 217, + "n_pred": 217, + "n_ref": 8572 + }, + "6": { + "Dice": 0.8353727769640295, + "FN": 89976, + "FP": 349930, + "IoU": 0.7172876955309058, + "TN": 59776460, + "TP": 1116114, + "n_pred": 1466044, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.19662233344055147, + "FN": 170912, + "FP": 101331, + "IoU": 0.10903003685061428, + "TN": 61026922, + "TP": 33315, + "n_pred": 134646, + "n_ref": 204227 + }, + "8": { + "Dice": 0.5465024462118314, + "FN": 48646, + "FP": 7063, + "IoU": 0.3759913078542945, + "TN": 61243204, + "TP": 33567, + "n_pred": 40630, + "n_ref": 82213 + }, + "9": { + "Dice": 0.3843191773415864, + "FN": 45958, + "FP": 9843, + "IoU": 0.23786825464031577, + "TN": 61259263, + "TP": 17416, + "n_pred": 27259, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8531730253400234, + "FN": 41975, + "FP": 4553, + "IoU": 0.7439422373135067, + "TN": 148925791, + "TP": 135181, + "n_pred": 139734, + "n_ref": 177156 + }, + "10": { + "Dice": 0.3611551780018082, + "FN": 51630, + "FP": 23272, + "IoU": 0.2203717967400129, + "TN": 149011426, + "TP": 21172, + "n_pred": 44444, + "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": 0.025826206314011193, + "FN": 83144, + "FP": 9120, + "IoU": 0.013082032796003722, + "TN": 149014013, + "TP": 1223, + "n_pred": 10343, + "n_ref": 84367 + }, + "14": { + "Dice": 0.6741902113309957, + "FN": 17793, + "FP": 54960, + "IoU": 0.5085120181589721, + "TN": 148959474, + "TP": 75273, + "n_pred": 130233, + "n_ref": 93066 + }, + "15": { + "Dice": 0.6830011643038149, + "FN": 18098, + "FP": 416, + "IoU": 0.51860422787904, + "TN": 149069041, + "TP": 19945, + "n_pred": 20361, + "n_ref": 38043 + }, + "2": { + "Dice": 0.7416123390046112, + "FN": 56728, + "FP": 13147, + "IoU": 0.5893353550669699, + "TN": 148937349, + "TP": 100276, + "n_pred": 113423, + "n_ref": 157004 + }, + "3": { + "Dice": 0.3543813434570388, + "FN": 37216, + "FP": 46114, + "IoU": 0.21534839924670432, + "TN": 149001300, + "TP": 22870, + "n_pred": 68984, + "n_ref": 60086 + }, + "4": { + "Dice": 0.0, + "FN": 25833, + "FP": 0, + "IoU": 0.0, + "TN": 149081667, + "TP": 0, + "n_pred": 0, + "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": 0.8298946219691028, + "FN": 278667, + "FP": 60517, + "IoU": 0.7092477631080412, + "TN": 147940926, + "TP": 827390, + "n_pred": 887907, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.11792661939836167, + "FN": 253719, + "FP": 66628, + "IoU": 0.06265782227931214, + "TN": 148765739, + "TP": 21414, + "n_pred": 88042, + "n_ref": 275133 + }, + "8": { + "Dice": 0.7746997606303743, + "FN": 78250, + "FP": 9472, + "IoU": 0.6322530068458407, + "TN": 148868961, + "TP": 150817, + "n_pred": 160289, + "n_ref": 229067 + }, + "9": { + "Dice": 0.14275440114236876, + "FN": 80639, + "FP": 1606, + "IoU": 0.07686350218311203, + "TN": 149018407, + "TP": 6848, + "n_pred": 8454, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1712839851360978, + "FN": 460644, + "FP": 66339, + "IoU": 0.09366352333762724, + "TN": 100131357, + "TP": 54460, + "n_pred": 120799, + "n_ref": 515104 + }, + "10": { + "Dice": 0.3027957179509865, + "FN": 24781, + "FP": 38263, + "IoU": 0.17840852816222275, + "TN": 100636066, + "TP": 13690, + "n_pred": 51953, + "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": 14586, + "IoU": 0.0, + "TN": 100659059, + "TP": 0, + "n_pred": 14586, + "n_ref": 39155 + }, + "14": { + "Dice": 0.4012585346219733, + "FN": 113021, + "FP": 8960, + "IoU": 0.25098400417549355, + "TN": 100549945, + "TP": 40874, + "n_pred": 49834, + "n_ref": 153895 + }, + "15": { + "Dice": 0.027067606888053597, + "FN": 93959, + "FP": 0, + "IoU": 0.013719480192303655, + "TN": 100617534, + "TP": 1307, + "n_pred": 1307, + "n_ref": 95266 + }, + "2": { + "Dice": 0.07378525369051583, + "FN": 222852, + "FP": 35837, + "IoU": 0.03830582951972728, + "TN": 100443807, + "TP": 10304, + "n_pred": 46141, + "n_ref": 233156 + }, + "3": { + "Dice": 0.5327328595219666, + "FN": 99029, + "FP": 120102, + "IoU": 0.3630783003484989, + "TN": 100368753, + "TP": 124916, + "n_pred": 245018, + "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": 0.3272386467385437, + "FN": 1530950, + "FP": 718731, + "IoU": 0.19562781391410805, + "TN": 97915984, + "TP": 547135, + "n_pred": 1265866, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.1401207638748447, + "FN": 148048, + "FP": 149582, + "IoU": 0.0753386355163415, + "TN": 100390920, + "TP": 24250, + "n_pred": 173832, + "n_ref": 172298 + }, + "8": { + "Dice": 0.5429882201890407, + "FN": 53982, + "FP": 33581, + "IoU": 0.3726724984059435, + "TN": 100573219, + "TP": 52018, + "n_pred": 85599, + "n_ref": 106000 + }, + "9": { + "Dice": 0.2625558962318796, + "FN": 84857, + "FP": 10628, + "IoU": 0.15111616866548722, + "TN": 100600317, + "TP": 16998, + "n_pred": 27626, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5743445775028878, + "FN": 38554, + "FP": 19668, + "IoU": 0.40286353100449224, + "TN": 78853198, + "TP": 39280, + "n_pred": 58948, + "n_ref": 77834 + }, + "10": { + "Dice": 0.5316216350699109, + "FN": 22918, + "FP": 5321, + "IoU": 0.36204676380887835, + "TN": 78906435, + "TP": 16026, + "n_pred": 21347, + "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": 0.008488046274599767, + "FN": 59146, + "FP": 1363, + "IoU": 0.004262111637704054, + "TN": 78889932, + "TP": 259, + "n_pred": 1622, + "n_ref": 59405 + }, + "14": { + "Dice": 0.18389326774367862, + "FN": 17400, + "FP": 70196, + "IoU": 0.10125686143743907, + "TN": 78853235, + "TP": 9869, + "n_pred": 80065, + "n_ref": 27269 + }, + "15": { + "Dice": 0.703141917105526, + "FN": 25673, + "FP": 2568, + "IoU": 0.5421887918037837, + "TN": 78889013, + "TP": 33446, + "n_pred": 36014, + "n_ref": 59119 + }, + "2": { + "Dice": 0.5094194309560354, + "FN": 53489, + "FP": 36326, + "IoU": 0.34175907128775274, + "TN": 78814253, + "TP": 46632, + "n_pred": 82958, + "n_ref": 100121 + }, + "3": { + "Dice": 0.02289946658512554, + "FN": 83666, + "FP": 2611, + "IoU": 0.011582348089084411, + "TN": 78863412, + "TP": 1011, + "n_pred": 3622, + "n_ref": 84677 + }, + "4": { + "Dice": 0.0, + "FN": 17128, + "FP": 0, + "IoU": 0.0, + "TN": 78933572, + "TP": 0, + "n_pred": 0, + "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": 0.769054226802758, + "FN": 242650, + "FP": 36290, + "IoU": 0.6247669422554878, + "TN": 78207322, + "TP": 464438, + "n_pred": 500728, + "n_ref": 707088 + }, + "7": { + "Dice": 0.14847836581580998, + "FN": 659446, + "FP": 47873, + "IoU": 0.08019261729082194, + "TN": 78181714, + "TP": 61667, + "n_pred": 109540, + "n_ref": 721113 + }, + "8": { + "Dice": 0.5152223774216909, + "FN": 216208, + "FP": 13, + "IoU": 0.3470030593046047, + "TN": 78619579, + "TP": 114900, + "n_pred": 114913, + "n_ref": 331108 + }, + "9": { + "Dice": 0.03800319845923684, + "FN": 55943, + "FP": 0, + "IoU": 0.019369653625017528, + "TN": 78893652, + "TP": 1105, + "n_pred": 1105, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8321975482708651, + "FN": 20710, + "FP": 30704, + "IoU": 0.7126184287750482, + "TN": 104825535, + "TP": 127491, + "n_pred": 158195, + "n_ref": 148201 + }, + "10": { + "Dice": 0.5548395798973654, + "FN": 41986, + "FP": 30621, + "IoU": 0.38392940477705656, + "TN": 104886585, + "TP": 45248, + "n_pred": 75869, + "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": 0.04588726963560814, + "FN": 75902, + "FP": 3775, + "IoU": 0.023482406578995748, + "TN": 104922847, + "TP": 1916, + "n_pred": 5691, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7894408646850967, + "FN": 22607, + "FP": 2718, + "IoU": 0.6521291208791209, + "TN": 104931640, + "TP": 47475, + "n_pred": 50193, + "n_ref": 70082 + }, + "15": { + "Dice": 0.4544465512418016, + "FN": 17050, + "FP": 501, + "IoU": 0.2940348336752343, + "TN": 104979579, + "TP": 7310, + "n_pred": 7811, + "n_ref": 24360 + }, + "2": { + "Dice": 0.7006888161711283, + "FN": 46342, + "FP": 59944, + "IoU": 0.5392771376802171, + "TN": 104773746, + "TP": 124408, + "n_pred": 184352, + "n_ref": 170750 + }, + "3": { + "Dice": 0.5349533744270586, + "FN": 85850, + "FP": 31844, + "IoU": 0.3651442657791539, + "TN": 104819053, + "TP": 67693, + "n_pred": 99537, + "n_ref": 153543 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 105004440, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.16061532086807895, + "FN": 26979, + "FP": 5433, + "IoU": 0.08732013628811984, + "TN": 104968927, + "TP": 3101, + "n_pred": 8534, + "n_ref": 30080 + }, + "6": { + "Dice": 0.7610654603922963, + "FN": 101053, + "FP": 611494, + "IoU": 0.6142902922322918, + "TN": 103157074, + "TP": 1134819, + "n_pred": 1746313, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.5150014620190387, + "FN": 95355, + "FP": 158420, + "IoU": 0.3468026727617165, + "TN": 104615928, + "TP": 134737, + "n_pred": 293157, + "n_ref": 230092 + }, + "8": { + "Dice": 0.6202555862318319, + "FN": 189483, + "FP": 26876, + "IoU": 0.44954382858334985, + "TN": 104611386, + "TP": 176695, + "n_pred": 203571, + "n_ref": 366178 + }, + "9": { + "Dice": 0.23478244603239926, + "FN": 81003, + "FP": 811, + "IoU": 0.1330048217029619, + "TN": 104910075, + "TP": 12551, + "n_pred": 13362, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.36320197481953875, + "FN": 322042, + "FP": 14863, + "IoU": 0.22189785742165397, + "TN": 177243305, + "TP": 96078, + "n_pred": 110941, + "n_ref": 418120 + }, + "10": { + "Dice": 0.29721210242100093, + "FN": 48955, + "FP": 59845, + "IoU": 0.17454440617270836, + "TN": 177544482, + "TP": 23006, + "n_pred": 82851, + "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": 0.0010256015794264323, + "FN": 77043, + "FP": 880, + "IoU": 0.0005130638892808127, + "TN": 177598325, + "TP": 40, + "n_pred": 920, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8334618973104416, + "FN": 19520, + "FP": 3149, + "IoU": 0.7144746454392019, + "TN": 177596894, + "TP": 56725, + "n_pred": 59874, + "n_ref": 76245 + }, + "15": { + "Dice": 0.7840044348132843, + "FN": 7612, + "FP": 960, + "IoU": 0.6447428405652949, + "TN": 177652159, + "TP": 15557, + "n_pred": 16517, + "n_ref": 23169 + }, + "2": { + "Dice": 0.7026240656660785, + "FN": 72613, + "FP": 47377, + "IoU": 0.5415732225885697, + "TN": 177414545, + "TP": 141753, + "n_pred": 189130, + "n_ref": 214366 + }, + "3": { + "Dice": 0.6874914251532497, + "FN": 81771, + "FP": 32119, + "IoU": 0.523799568496931, + "TN": 177437124, + "TP": 125274, + "n_pred": 157393, + "n_ref": 207045 + }, + "4": { + "Dice": 0.0, + "FN": 34433, + "FP": 0, + "IoU": 0.0, + "TN": 177641855, + "TP": 0, + "n_pred": 0, + "n_ref": 34433 + }, + "5": { + "Dice": 0.29069887478063383, + "FN": 25549, + "FP": 1935, + "IoU": 0.17006884889479407, + "TN": 177643172, + "TP": 5632, + "n_pred": 7567, + "n_ref": 31181 + }, + "6": { + "Dice": 0.7048976281461178, + "FN": 376716, + "FP": 819642, + "IoU": 0.5442794666008431, + "TN": 175051087, + "TP": 1428843, + "n_pred": 2248485, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.5149122525195342, + "FN": 135795, + "FP": 302068, + "IoU": 0.3467217700725843, + "TN": 177006033, + "TP": 232392, + "n_pred": 534460, + "n_ref": 368187 + }, + "8": { + "Dice": 0.7152139826707703, + "FN": 45954, + "FP": 76281, + "IoU": 0.5566794571422354, + "TN": 177400562, + "TP": 153491, + "n_pred": 229772, + "n_ref": 199445 + }, + "9": { + "Dice": 0.054636260566311226, + "FN": 131417, + "FP": 327, + "IoU": 0.028085370082109318, + "TN": 177540737, + "TP": 3807, + "n_pred": 4134, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8194069161857841, + "FN": 42864, + "FP": 20697, + "IoU": 0.6940637950702496, + "TN": 193797776, + "TP": 144198, + "n_pred": 164895, + "n_ref": 187062 + }, + "10": { + "Dice": 0.649603979131187, + "FN": 26969, + "FP": 37842, + "IoU": 0.4810470181282429, + "TN": 193880647, + "TP": 60077, + "n_pred": 97919, + "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": 0.24664099085299138, + "FN": 55606, + "FP": 13248, + "IoU": 0.14066770670826834, + "TN": 193925410, + "TP": 11271, + "n_pred": 24519, + "n_ref": 66877 + }, + "14": { + "Dice": 0.6576943683918187, + "FN": 9001, + "FP": 60638, + "IoU": 0.48997363409989747, + "TN": 193868995, + "TP": 66901, + "n_pred": 127539, + "n_ref": 75902 + }, + "15": { + "Dice": 0.6972014318255776, + "FN": 8111, + "FP": 3055, + "IoU": 0.5351567378543775, + "TN": 193981514, + "TP": 12855, + "n_pred": 15910, + "n_ref": 20966 + }, + "2": { + "Dice": 0.6757667845696541, + "FN": 16817, + "FP": 100333, + "IoU": 0.5103079855537721, + "TN": 193766303, + "TP": 122082, + "n_pred": 222415, + "n_ref": 138899 + }, + "3": { + "Dice": 0.05782040456963058, + "FN": 130549, + "FP": 6, + "IoU": 0.029770884580227554, + "TN": 193870974, + "TP": 4006, + "n_pred": 4012, + "n_ref": 134555 + }, + "4": { + "Dice": 0.0, + "FN": 21029, + "FP": 0, + "IoU": 0.0, + "TN": 193984506, + "TP": 0, + "n_pred": 0, + "n_ref": 21029 + }, + "5": { + "Dice": 0.0027099278573259602, + "FN": 27233, + "FP": 0, + "IoU": 0.0013568023469013569, + "TN": 193978265, + "TP": 37, + "n_pred": 37, + "n_ref": 27270 + }, + "6": { + "Dice": 0.809867697837998, + "FN": 267956, + "FP": 256631, + "IoU": 0.6804854354148585, + "TN": 192363710, + "TP": 1117238, + "n_pred": 1373869, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.5167542635857213, + "FN": 190665, + "FP": 54920, + "IoU": 0.3483942349532492, + "TN": 193628643, + "TP": 131307, + "n_pred": 186227, + "n_ref": 321972 + }, + "8": { + "Dice": 0.6761451080982045, + "FN": 116851, + "FP": 2462, + "IoU": 0.5107395925597874, + "TN": 193761671, + "TP": 124551, + "n_pred": 127013, + "n_ref": 241402 + }, + "9": { + "Dice": 0.3224013152319452, + "FN": 79395, + "FP": 563, + "IoU": 0.19218023843200646, + "TN": 193906555, + "TP": 19022, + "n_pred": 19585, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6274213318779246, + "FN": 44328, + "FP": 38956, + "IoU": 0.4571113819919301, + "TN": 99502391, + "TP": 70125, + "n_pred": 109081, + "n_ref": 114453 + }, + "10": { + "Dice": 0.6277731756909406, + "FN": 30004, + "FP": 19424, + "IoU": 0.4574849905058776, + "TN": 99564691, + "TP": 41681, + "n_pred": 61105, + "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": 0.02488460766606462, + "FN": 44749, + "FP": 8700, + "IoU": 0.012599065230644179, + "TN": 99601669, + "TP": 682, + "n_pred": 9382, + "n_ref": 45431 + }, + "14": { + "Dice": 0.4928892409514573, + "FN": 20851, + "FP": 47648, + "IoU": 0.32704248044956186, + "TN": 99554012, + "TP": 33289, + "n_pred": 80937, + "n_ref": 54140 + }, + "15": { + "Dice": 0.54144472121096, + "FN": 23818, + "FP": 114, + "IoU": 0.3712198838706287, + "TN": 99617739, + "TP": 14129, + "n_pred": 14243, + "n_ref": 37947 + }, + "2": { + "Dice": 0.43562206800294656, + "FN": 81044, + "FP": 6298, + "IoU": 0.2784634448574969, + "TN": 99534750, + "TP": 33708, + "n_pred": 40006, + "n_ref": 114752 + }, + "3": { + "Dice": 0.7406540729761266, + "FN": 6382, + "FP": 75854, + "IoU": 0.5881259922970205, + "TN": 99456137, + "TP": 117427, + "n_pred": 193281, + "n_ref": 123809 + }, + "4": { + "Dice": 0.0, + "FN": 18906, + "FP": 0, + "IoU": 0.0, + "TN": 99636894, + "TP": 0, + "n_pred": 0, + "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": 0.9018386273742187, + "FN": 151609, + "FP": 110165, + "IoU": 0.8212259599132129, + "TN": 98191527, + "TP": 1202499, + "n_pred": 1312664, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.45299687321090415, + "FN": 64111, + "FP": 184305, + "IoU": 0.2928222091904418, + "TN": 99304522, + "TP": 102862, + "n_pred": 287167, + "n_ref": 166973 + }, + "8": { + "Dice": 0.6816125879689426, + "FN": 31526, + "FP": 33305, + "IoU": 0.5170047754922631, + "TN": 99521573, + "TP": 69396, + "n_pred": 102701, + "n_ref": 100922 + }, + "9": { + "Dice": 0.16465567558774843, + "FN": 86930, + "FP": 371, + "IoU": 0.08971377926072677, + "TN": 99559895, + "TP": 8604, + "n_pred": 8975, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5601863277849782, + "FN": 257391, + "FP": 40212, + "IoU": 0.3890686264446862, + "TN": 62596390, + "TP": 189527, + "n_pred": 229739, + "n_ref": 446918 + }, + "10": { + "Dice": 0.6601647791784332, + "FN": 25493, + "FP": 21199, + "IoU": 0.49272087262613534, + "TN": 62991476, + "TP": 45352, + "n_pred": 66551, + "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": 0.009067357512953367, + "FN": 45431, + "FP": 3529, + "IoU": 0.004554326610279766, + "TN": 63034336, + "TP": 224, + "n_pred": 3753, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1269, + "IoU": 0.0, + "TN": 63082251, + "TP": 0, + "n_pred": 1269, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5592877923463428, + "FN": 32753, + "FP": 111006, + "IoU": 0.38820229978976756, + "TN": 62848542, + "TP": 91219, + "n_pred": 202225, + "n_ref": 123972 + }, + "3": { + "Dice": 0.1135610318489696, + "FN": 119709, + "FP": 3311, + "IoU": 0.06019862490450726, + "TN": 62952620, + "TP": 7880, + "n_pred": 11191, + "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": 0.742559940710645, + "FN": 258977, + "FP": 344748, + "IoU": 0.5905330717158036, + "TN": 61609103, + "TP": 870692, + "n_pred": 1215440, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.3838728292004042, + "FN": 83149, + "FP": 152816, + "IoU": 0.2375263754834832, + "TN": 62774047, + "TP": 73508, + "n_pred": 226324, + "n_ref": 156657 + }, + "8": { + "Dice": 0.8163144973136179, + "FN": 31660, + "FP": 4477, + "IoU": 0.6896379954481041, + "TN": 62967085, + "TP": 80298, + "n_pred": 84775, + "n_ref": 111958 + }, + "9": { + "Dice": 0.31346782082279767, + "FN": 34397, + "FP": 2800, + "IoU": 0.18586530674779486, + "TN": 63037831, + "TP": 8492, + "n_pred": 11292, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6441423672774591, + "FN": 115719, + "FP": 101694, + "IoU": 0.47508112336546077, + "TN": 109194634, + "TP": 196771, + "n_pred": 298465, + "n_ref": 312490 + }, + "10": { + "Dice": 0.37864330858440204, + "FN": 38562, + "FP": 123458, + "IoU": 0.23353486039756655, + "TN": 109397432, + "TP": 49366, + "n_pred": 172824, + "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": 0.17452862412897938, + "FN": 70560, + "FP": 26106, + "IoU": 0.09560742854469757, + "TN": 109501933, + "TP": 10219, + "n_pred": 36325, + "n_ref": 80779 + }, + "14": { + "Dice": 0.20866698367411635, + "FN": 80460, + "FP": 44353, + "IoU": 0.11648698582137625, + "TN": 109467549, + "TP": 16456, + "n_pred": 60809, + "n_ref": 96916 + }, + "15": { + "Dice": 0.21569127243066885, + "FN": 90848, + "FP": 1462, + "IoU": 0.12088226050684266, + "TN": 109503815, + "TP": 12693, + "n_pred": 14155, + "n_ref": 103541 + }, + "2": { + "Dice": 0.24365783813971173, + "FN": 183302, + "FP": 7657, + "IoU": 0.13873027900305793, + "TN": 109387100, + "TP": 30759, + "n_pred": 38416, + "n_ref": 214061 + }, + "3": { + "Dice": 0.7221101989978435, + "FN": 19000, + "FP": 155472, + "IoU": 0.5650801801779345, + "TN": 109207659, + "TP": 226687, + "n_pred": 382159, + "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": 0.2079550020088389, + "FN": 9258, + "FP": 599, + "IoU": 0.1160434041789974, + "TN": 109597667, + "TP": 1294, + "n_pred": 1893, + "n_ref": 10552 + }, + "6": { + "Dice": 0.6628680833806218, + "FN": 196230, + "FP": 876131, + "IoU": 0.495738733883884, + "TN": 107482220, + "TP": 1054237, + "n_pred": 1930368, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.4948067004831396, + "FN": 773100, + "FP": 94473, + "IoU": 0.3287329943881384, + "TN": 108316377, + "TP": 424868, + "n_pred": 519341, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8257163740165864, + "FN": 17681, + "FP": 12602, + "IoU": 0.7031660458733582, + "TN": 109506798, + "TP": 71737, + "n_pred": 84339, + "n_ref": 89418 + }, + "9": { + "Dice": 0.4029665252749034, + "FN": 40286, + "FP": 3910, + "IoU": 0.25232190286071965, + "TN": 109549707, + "TP": 14915, + "n_pred": 18825, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6039113460412857, + "FN": 8735, + "FP": 56906, + "IoU": 0.4325737798447468, + "TN": 66951670, + "TP": 50041, + "n_pred": 106947, + "n_ref": 58776 + }, + "10": { + "Dice": 0.29782163595475447, + "FN": 61050, + "FP": 22630, + "IoU": 0.17496499911265356, + "TN": 66965926, + "TP": 17746, + "n_pred": 40376, + "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": 0.10838663020633235, + "FN": 35813, + "FP": 3640, + "IoU": 0.057298511385629976, + "TN": 67025501, + "TP": 2398, + "n_pred": 6038, + "n_ref": 38211 + }, + "14": { + "Dice": 0.6236880688664044, + "FN": 32512, + "FP": 19334, + "IoU": 0.4531589494779032, + "TN": 66972542, + "TP": 42964, + "n_pred": 62298, + "n_ref": 75476 + }, + "15": { + "Dice": 0.39650426921145154, + "FN": 21494, + "FP": 8545, + "IoU": 0.24727491417545794, + "TN": 67027445, + "TP": 9868, + "n_pred": 18413, + "n_ref": 31362 + }, + "2": { + "Dice": 0.45458821592572773, + "FN": 68723, + "FP": 116801, + "IoU": 0.2941534551569592, + "TN": 66804513, + "TP": 77315, + "n_pred": 194116, + "n_ref": 146038 + }, + "3": { + "Dice": 0.007466983672938686, + "FN": 159767, + "FP": 538, + "IoU": 0.00374748303378328, + "TN": 66906444, + "TP": 603, + "n_pred": 1141, + "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": 0.8228033368077291, + "FN": 249811, + "FP": 107704, + "IoU": 0.698951468802576, + "TN": 65879786, + "TP": 830051, + "n_pred": 937755, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.18667935570589897, + "FN": 305709, + "FP": 94252, + "IoU": 0.1029488945009891, + "TN": 66621490, + "TP": 45901, + "n_pred": 140153, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8397972330254904, + "FN": 15968, + "FP": 10642, + "IoU": 0.7238366059197144, + "TN": 66970996, + "TP": 69746, + "n_pred": 80388, + "n_ref": 85714 + }, + "9": { + "Dice": 0.17995717546295206, + "FN": 69696, + "FP": 6, + "IoU": 0.09887524240465417, + "TN": 66990002, + "TP": 7648, + "n_pred": 7654, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.42217219612265366, + "FN": 129489, + "FP": 9374, + "IoU": 0.26756544350733946, + "TN": 74329689, + "TP": 50728, + "n_pred": 60102, + "n_ref": 180217 + }, + "10": { + "Dice": 0.5488978518024161, + "FN": 27774, + "FP": 18865, + "IoU": 0.37826272429146557, + "TN": 74444266, + "TP": 28375, + "n_pred": 47240, + "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": 0.0692202823343155, + "FN": 41316, + "FP": 1014, + "IoU": 0.03585094752186589, + "TN": 74475376, + "TP": 1574, + "n_pred": 2588, + "n_ref": 42890 + }, + "14": { + "Dice": 0.4983099534562262, + "FN": 8853, + "FP": 37604, + "IoU": 0.3318327604308993, + "TN": 74449751, + "TP": 23072, + "n_pred": 60676, + "n_ref": 31925 + }, + "15": { + "Dice": 0.43315848816118435, + "FN": 21523, + "FP": 1603, + "IoU": 0.2764532882798323, + "TN": 74487318, + "TP": 8836, + "n_pred": 10439, + "n_ref": 30359 + }, + "2": { + "Dice": 0.5863112087335354, + "FN": 20256, + "FP": 150003, + "IoU": 0.4147385282784082, + "TN": 74228369, + "TP": 120652, + "n_pred": 270655, + "n_ref": 140908 + }, + "3": { + "Dice": 0.02181027853860966, + "FN": 153925, + "FP": 0, + "IoU": 0.011025372491824134, + "TN": 74363639, + "TP": 1716, + "n_pred": 1716, + "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": 0.022788721514098106, + "FN": 10036, + "FP": 84, + "IoU": 0.011525688611056847, + "TN": 74509042, + "TP": 118, + "n_pred": 202, + "n_ref": 10154 + }, + "6": { + "Dice": 0.8698519013595504, + "FN": 269315, + "FP": 130659, + "IoU": 0.7696795689042599, + "TN": 72782682, + "TP": 1336624, + "n_pred": 1467283, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.5724220562690976, + "FN": 76896, + "FP": 57998, + "IoU": 0.4009742927052387, + "TN": 74294091, + "TP": 90295, + "n_pred": 148293, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9073839166862423, + "FN": 6438, + "FP": 5390, + "IoU": 0.8304691195229973, + "TN": 74449511, + "TP": 57941, + "n_pred": 63331, + "n_ref": 64379 + }, + "9": { + "Dice": 0.28990251709588244, + "FN": 76918, + "FP": 1170, + "IoU": 0.16952397158293275, + "TN": 74425252, + "TP": 15940, + "n_pred": 17110, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7675516432852807, + "FN": 98460, + "FP": 13267, + "IoU": 0.6227860494952564, + "TN": 65754990, + "TP": 184463, + "n_pred": 197730, + "n_ref": 282923 + }, + "10": { + "Dice": 0.30409170514249323, + "FN": 64433, + "FP": 22987, + "IoU": 0.17930904994367255, + "TN": 65944660, + "TP": 19100, + "n_pred": 42087, + "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": 0.141815471367923, + "FN": 43250, + "FP": 9712, + "IoU": 0.07631936935365725, + "TN": 65993842, + "TP": 4376, + "n_pred": 14088, + "n_ref": 47626 + }, + "14": { + "Dice": 0.774583455130079, + "FN": 5672, + "FP": 25174, + "IoU": 0.6320980880932219, + "TN": 65967337, + "TP": 52997, + "n_pred": 78171, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8633503934618575, + "FN": 3257, + "FP": 3498, + "IoU": 0.7595572008257991, + "TN": 66023086, + "TP": 21339, + "n_pred": 24837, + "n_ref": 24596 + }, + "2": { + "Dice": 0.4688048414455899, + "FN": 95998, + "FP": 12667, + "IoU": 0.3061692291975277, + "TN": 65894564, + "TP": 47951, + "n_pred": 60618, + "n_ref": 143949 + }, + "3": { + "Dice": 0.6036546802225077, + "FN": 49448, + "FP": 91557, + "IoU": 0.43231045477969593, + "TN": 65802796, + "TP": 107379, + "n_pred": 198936, + "n_ref": 156827 + }, + "4": { + "Dice": 0.0, + "FN": 29528, + "FP": 0, + "IoU": 0.0, + "TN": 66021652, + "TP": 0, + "n_pred": 0, + "n_ref": 29528 + }, + "5": { + "Dice": 0.07457379888777464, + "FN": 9570, + "FP": 581, + "IoU": 0.03873106060606061, + "TN": 66040620, + "TP": 409, + "n_pred": 990, + "n_ref": 9979 + }, + "6": { + "Dice": 0.753337737313153, + "FN": 83224, + "FP": 532501, + "IoU": 0.6042837421656889, + "TN": 64495204, + "TP": 940251, + "n_pred": 1472752, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.447071005265361, + "FN": 692430, + "FP": 10314, + "IoU": 0.28788889046517896, + "TN": 65064334, + "TP": 284102, + "n_pred": 294416, + "n_ref": 976532 + }, + "8": { + "Dice": 0.7614223399099216, + "FN": 16887, + "FP": 23477, + "IoU": 0.6147554282987354, + "TN": 65946405, + "TP": 64411, + "n_pred": 87888, + "n_ref": 81298 + }, + "9": { + "Dice": 0.19204586169831603, + "FN": 62581, + "FP": 559, + "IoU": 0.10622275069361871, + "TN": 65980536, + "TP": 7504, + "n_pred": 8063, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9542394969837836, + "FN": 11596, + "FP": 2028, + "IoU": 0.9124837802073564, + "TN": 113316866, + "TP": 142050, + "n_pred": 144078, + "n_ref": 153646 + }, + "10": { + "Dice": 0.5911687750546101, + "FN": 31311, + "FP": 36815, + "IoU": 0.4196164626302383, + "TN": 113355159, + "TP": 49255, + "n_pred": 86070, + "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": 0.15435784319386542, + "FN": 70193, + "FP": 3032, + "IoU": 0.08363367873054012, + "TN": 113392632, + "TP": 6683, + "n_pred": 9715, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8173674619799384, + "FN": 71615, + "FP": 14177, + "IoU": 0.6911423757614158, + "TN": 113194768, + "TP": 191980, + "n_pred": 206157, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7300650279020431, + "FN": 6053, + "FP": 5653, + "IoU": 0.574883788495061, + "TN": 113445004, + "TP": 15830, + "n_pred": 21483, + "n_ref": 21883 + }, + "2": { + "Dice": 0.6882071981163808, + "FN": 24786, + "FP": 67910, + "IoU": 0.5246310218566345, + "TN": 113277542, + "TP": 102302, + "n_pred": 170212, + "n_ref": 127088 + }, + "3": { + "Dice": 0.44433763589104686, + "FN": 85170, + "FP": 2693, + "IoU": 0.28562601123641185, + "TN": 113349547, + "TP": 35130, + "n_pred": 37823, + "n_ref": 120300 + }, + "4": { + "Dice": 0.0, + "FN": 31092, + "FP": 0, + "IoU": 0.0, + "TN": 113441448, + "TP": 0, + "n_pred": 0, + "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": 0.8722942553318563, + "FN": 223496, + "FP": 45922, + "IoU": 0.7735122920638764, + "TN": 112282992, + "TP": 920130, + "n_pred": 966052, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.22972450971343403, + "FN": 184423, + "FP": 40908, + "IoU": 0.1297676610075232, + "TN": 113213608, + "TP": 33601, + "n_pred": 74509, + "n_ref": 218024 + }, + "8": { + "Dice": 0.6669587686776767, + "FN": 95842, + "FP": 22734, + "IoU": 0.5003286867699361, + "TN": 113235232, + "TP": 118732, + "n_pred": 141466, + "n_ref": 214574 + }, + "9": { + "Dice": 0.16177627200677597, + "FN": 96880, + "FP": 105, + "IoU": 0.08800684570826751, + "TN": 113366196, + "TP": 9359, + "n_pred": 9464, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.553260269114568, + "FN": 46064, + "FP": 84946, + "IoU": 0.3824186599036458, + "TN": 74984594, + "TP": 81124, + "n_pred": 166070, + "n_ref": 127188 + }, + "10": { + "Dice": 0.49951328510431187, + "FN": 54898, + "FP": 35592, + "IoU": 0.3329008382050469, + "TN": 75061081, + "TP": 45157, + "n_pred": 80749, + "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": 0.007354531689379191, + "FN": 55056, + "FP": 12, + "IoU": 0.0036908380373425966, + "TN": 75141456, + "TP": 204, + "n_pred": 216, + "n_ref": 55260 + }, + "14": { + "Dice": 0.8821072108311223, + "FN": 24836, + "FP": 4091, + "IoU": 0.7890803298650353, + "TN": 75059581, + "TP": 108220, + "n_pred": 112311, + "n_ref": 133056 + }, + "15": { + "Dice": 0.0024367362354861897, + "FN": 73712, + "FP": 8165, + "IoU": 0.0012198543493906827, + "TN": 75114751, + "TP": 100, + "n_pred": 8265, + "n_ref": 73812 + }, + "2": { + "Dice": 0.6703781711472927, + "FN": 33002, + "FP": 78426, + "IoU": 0.5041870978650695, + "TN": 74971990, + "TP": 113310, + "n_pred": 191736, + "n_ref": 146312 + }, + "3": { + "Dice": 0.027054543568061112, + "FN": 145429, + "FP": 4606, + "IoU": 0.01371276812537388, + "TN": 75044607, + "TP": 2086, + "n_pred": 6692, + "n_ref": 147515 + }, + "4": { + "Dice": 0.0, + "FN": 24963, + "FP": 0, + "IoU": 0.0, + "TN": 75171765, + "TP": 0, + "n_pred": 0, + "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": 0.8551772841512241, + "FN": 73433, + "FP": 327279, + "IoU": 0.7469953839247436, + "TN": 73612915, + "TP": 1183101, + "n_pred": 1510380, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.5546367487349497, + "FN": 62977, + "FP": 79692, + "IoU": 0.38373519476817014, + "TN": 74965222, + "TP": 88837, + "n_pred": 168529, + "n_ref": 151814 + }, + "8": { + "Dice": 0.7721432570078783, + "FN": 28188, + "FP": 5188, + "IoU": 0.6288545153291003, + "TN": 75106801, + "TP": 56551, + "n_pred": 61739, + "n_ref": 84739 + }, + "9": { + "Dice": 0.20807519760734886, + "FN": 67980, + "FP": 2453, + "IoU": 0.11611826418693372, + "TN": 75117042, + "TP": 9253, + "n_pred": 11706, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.735635548591321, + "FN": 87684, + "FP": 4433, + "IoU": 0.5818223912984266, + "TN": 86707590, + "TP": 128165, + "n_pred": 132598, + "n_ref": 215849 + }, + "10": { + "Dice": 0.4941924150046502, + "FN": 21005, + "FP": 76889, + "IoU": 0.3281909454627806, + "TN": 86782155, + "TP": 47823, + "n_pred": 124712, + "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": 0.15409813311124992, + "FN": 49810, + "FP": 11133, + "IoU": 0.0834812163503474, + "TN": 86861378, + "TP": 5551, + "n_pred": 16684, + "n_ref": 55361 + }, + "14": { + "Dice": 0.607229430295264, + "FN": 26414, + "FP": 47148, + "IoU": 0.4359866897704445, + "TN": 86797446, + "TP": 56864, + "n_pred": 104012, + "n_ref": 83278 + }, + "15": { + "Dice": 0.4725457261040103, + "FN": 111873, + "FP": 1488, + "IoU": 0.3093681651750629, + "TN": 86763731, + "TP": 50780, + "n_pred": 52268, + "n_ref": 162653 + }, + "2": { + "Dice": 0.4911512334644262, + "FN": 80259, + "FP": 10829, + "IoU": 0.3255138913571471, + "TN": 86792824, + "TP": 43960, + "n_pred": 54789, + "n_ref": 124219 + }, + "3": { + "Dice": 0.6742405007539289, + "FN": 40230, + "FP": 85506, + "IoU": 0.5085692398488219, + "TN": 86672015, + "TP": 130121, + "n_pred": 215627, + "n_ref": 170351 + }, + "4": { + "Dice": 0.0, + "FN": 16522, + "FP": 0, + "IoU": 0.0, + "TN": 86911350, + "TP": 0, + "n_pred": 0, + "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": 0.7613956726167642, + "FN": 65792, + "FP": 628983, + "IoU": 0.6147206624292548, + "TN": 85124570, + "TP": 1108527, + "n_pred": 1737510, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.40425600743025686, + "FN": 742033, + "FP": 86688, + "IoU": 0.25333387392501094, + "TN": 85817977, + "TP": 281174, + "n_pred": 367862, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.8263000753397264, + "FN": 9969, + "FP": 8706, + "IoU": 0.7040130598789108, + "TN": 86864778, + "TP": 44419, + "n_pred": 53125, + "n_ref": 54388 + }, + "9": { + "Dice": 0.47983731726969264, + "FN": 32001, + "FP": 8670, + "IoU": 0.31564866229177185, + "TN": 86868442, + "TP": 18759, + "n_pred": 27429, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5241541920271975, + "FN": 21550, + "FP": 99942, + "IoU": 0.3551551179639606, + "TN": 37561195, + "TP": 66913, + "n_pred": 166855, + "n_ref": 88463 + }, + "10": { + "Dice": 0.17054538994492804, + "FN": 53484, + "FP": 2544, + "IoU": 0.09322198485142746, + "TN": 37687812, + "TP": 5760, + "n_pred": 8304, + "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": 0.010585056911289251, + "FN": 44646, + "FP": 34, + "IoU": 0.005320688350141365, + "TN": 37704681, + "TP": 239, + "n_pred": 273, + "n_ref": 44885 + }, + "14": { + "Dice": 0.2795841206365381, + "FN": 23998, + "FP": 369089, + "IoU": 0.16250961409399547, + "TN": 37280237, + "TP": 76276, + "n_pred": 445365, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 933, + "IoU": 0.0, + "TN": 37748667, + "TP": 0, + "n_pred": 933, + "n_ref": 0 + }, + "2": { + "Dice": 0.4688179927924625, + "FN": 51643, + "FP": 58462, + "IoU": 0.306180447906033, + "TN": 37590906, + "TP": 48589, + "n_pred": 107051, + "n_ref": 100232 + }, + "3": { + "Dice": 0.0, + "FN": 88699, + "FP": 8, + "IoU": 0.0, + "TN": 37660893, + "TP": 0, + "n_pred": 8, + "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": 0.1744734931009441, + "FN": 9088, + "FP": 6, + "IoU": 0.09557434112381899, + "TN": 37739545, + "TP": 961, + "n_pred": 967, + "n_ref": 10049 + }, + "6": { + "Dice": 0.7737045101887956, + "FN": 230688, + "FP": 68717, + "IoU": 0.6309282849176198, + "TN": 36938362, + "TP": 511833, + "n_pred": 580550, + "n_ref": 742521 + }, + "7": { + "Dice": 0.44759040193574406, + "FN": 212104, + "FP": 116646, + "IoU": 0.2883197852511717, + "TN": 37287665, + "TP": 133185, + "n_pred": 249831, + "n_ref": 345289 + }, + "8": { + "Dice": 0.8297499798919735, + "FN": 11031, + "FP": 16486, + "IoU": 0.7090365012900224, + "TN": 37655028, + "TP": 67055, + "n_pred": 83541, + "n_ref": 78086 + }, + "9": { + "Dice": 0.0, + "FN": 54771, + "FP": 0, + "IoU": 0.0, + "TN": 37694829, + "TP": 0, + "n_pred": 0, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7900068777069353, + "FN": 49275, + "FP": 29804, + "IoU": 0.6529019571696316, + "TN": 75678859, + "TP": 148750, + "n_pred": 178554, + "n_ref": 198025 + }, + "10": { + "Dice": 0.7226980487870536, + "FN": 33571, + "FP": 28236, + "IoU": 0.5658004734908357, + "TN": 75764341, + "TP": 80540, + "n_pred": 108776, + "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": 0.23763874873864782, + "FN": 35849, + "FP": 415, + "IoU": 0.1348411107930146, + "TN": 75864772, + "TP": 5652, + "n_pred": 6067, + "n_ref": 41501 + }, + "14": { + "Dice": 0.7039080222726335, + "FN": 41762, + "FP": 27154, + "IoU": 0.5431003619873503, + "TN": 75755854, + "TP": 81918, + "n_pred": 109072, + "n_ref": 123680 + }, + "15": { + "Dice": 0.3454418596435448, + "FN": 148156, + "FP": 70, + "IoU": 0.20878194075979908, + "TN": 75719349, + "TP": 39113, + "n_pred": 39183, + "n_ref": 187269 + }, + "2": { + "Dice": 0.4027797070274518, + "FN": 141969, + "FP": 8512, + "IoU": 0.252175425518698, + "TN": 75705463, + "TP": 50744, + "n_pred": 59256, + "n_ref": 192713 + }, + "3": { + "Dice": 0.7335300713784264, + "FN": 20320, + "FP": 147450, + "IoU": 0.5791926478481813, + "TN": 75508002, + "TP": 230916, + "n_pred": 378366, + "n_ref": 251236 + }, + "4": { + "Dice": 0.0, + "FN": 30177, + "FP": 0, + "IoU": 0.0, + "TN": 75876511, + "TP": 0, + "n_pred": 0, + "n_ref": 30177 + }, + "5": { + "Dice": 0.5700550934428, + "FN": 4352, + "FP": 3608, + "IoU": 0.3986552844300068, + "TN": 75893451, + "TP": 5277, + "n_pred": 8885, + "n_ref": 9629 + }, + "6": { + "Dice": 0.8696043868749178, + "FN": 155769, + "FP": 309424, + "IoU": 0.7692920750734488, + "TN": 73890316, + "TP": 1551179, + "n_pred": 1860603, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.6103697583143979, + "FN": 125994, + "FP": 62626, + "IoU": 0.43923177547865383, + "TN": 75570328, + "TP": 147740, + "n_pred": 210366, + "n_ref": 273734 + }, + "8": { + "Dice": 0.8458770107724265, + "FN": 21705, + "FP": 3819, + "IoU": 0.7329175648243099, + "TN": 75811122, + "TP": 70042, + "n_pred": 73861, + "n_ref": 91747 + }, + "9": { + "Dice": 0.35890347846118403, + "FN": 60608, + "FP": 618, + "IoU": 0.21869736103312745, + "TN": 75828324, + "TP": 17138, + "n_pred": 17756, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6511980074719801, + "FN": 29684, + "FP": 40338, + "IoU": 0.4827973350272554, + "TN": 61252364, + "TP": 65364, + "n_pred": 105702, + "n_ref": 95048 + }, + "10": { + "Dice": 0.627869221562563, + "FN": 25069, + "FP": 37737, + "IoU": 0.457587010968132, + "TN": 61271960, + "TP": 52984, + "n_pred": 90721, + "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": 0.013592372901707452, + "FN": 39172, + "FP": 1903, + "IoU": 0.006842690652352628, + "TN": 61346392, + "TP": 283, + "n_pred": 2186, + "n_ref": 39455 + }, + "14": { + "Dice": 0.6567066106413515, + "FN": 9493, + "FP": 50066, + "IoU": 0.4888780186396169, + "TN": 61271224, + "TP": 56967, + "n_pred": 107033, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8234970818393572, + "FN": 11266, + "FP": 2222, + "IoU": 0.6999532845416324, + "TN": 61342797, + "TP": 31465, + "n_pred": 33687, + "n_ref": 42731 + }, + "2": { + "Dice": 0.6410501580098857, + "FN": 14496, + "FP": 118398, + "IoU": 0.4717246642974694, + "TN": 61136188, + "TP": 118668, + "n_pred": 237066, + "n_ref": 133164 + }, + "3": { + "Dice": 0.08081865641672882, + "FN": 127985, + "FP": 193, + "IoU": 0.04211100565714841, + "TN": 61253937, + "TP": 5635, + "n_pred": 5828, + "n_ref": 133620 + }, + "4": { + "Dice": 0.0, + "FN": 18976, + "FP": 0, + "IoU": 0.0, + "TN": 61368774, + "TP": 0, + "n_pred": 0, + "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": 0.8612014329467492, + "FN": 205815, + "FP": 48468, + "IoU": 0.7562368428116216, + "TN": 60344594, + "TP": 788873, + "n_pred": 837341, + "n_ref": 994688 + }, + "7": { + "Dice": 0.18173896468153472, + "FN": 156776, + "FP": 53567, + "IoU": 0.09995207572036183, + "TN": 61154048, + "TP": 23359, + "n_pred": 76926, + "n_ref": 180135 + }, + "8": { + "Dice": 0.6900058582308143, + "FN": 113806, + "FP": 5255, + "IoU": 0.5267243846594162, + "TN": 61136182, + "TP": 132507, + "n_pred": 137762, + "n_ref": 246313 + }, + "9": { + "Dice": 0.270345482197366, + "FN": 67185, + "FP": 462, + "IoU": 0.1563002781276893, + "TN": 61307571, + "TP": 12532, + "n_pred": 12994, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8913549310900304, + "FN": 16194, + "FP": 25082, + "IoU": 0.8040038747174685, + "TN": 39538204, + "TP": 169320, + "n_pred": 194402, + "n_ref": 185514 + }, + "10": { + "Dice": 0.4939558255014254, + "FN": 22636, + "FP": 37185, + "IoU": 0.3279822955165867, + "TN": 39659783, + "TP": 29196, + "n_pred": 66381, + "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": 0.16063868392403532, + "FN": 39827, + "FP": 1807, + "IoU": 0.08733394712613442, + "TN": 39703182, + "TP": 3984, + "n_pred": 5791, + "n_ref": 43811 + }, + "14": { + "Dice": 0.14616405934306992, + "FN": 24471, + "FP": 79066, + "IoU": 0.0788441178302298, + "TN": 39636401, + "TP": 8862, + "n_pred": 87928, + "n_ref": 33333 + }, + "15": { + "Dice": 0.0, + "FN": 51716, + "FP": 903, + "IoU": 0.0, + "TN": 39696181, + "TP": 0, + "n_pred": 903, + "n_ref": 51716 + }, + "2": { + "Dice": 0.519106282449982, + "FN": 40061, + "FP": 104059, + "IoU": 0.3505358124611322, + "TN": 39526894, + "TP": 77786, + "n_pred": 181845, + "n_ref": 117847 + }, + "3": { + "Dice": 0.11983753568987011, + "FN": 125335, + "FP": 5987, + "IoU": 0.0637378620011122, + "TN": 39608538, + "TP": 8940, + "n_pred": 14927, + "n_ref": 134275 + }, + "4": { + "Dice": 0.0, + "FN": 23773, + "FP": 0, + "IoU": 0.0, + "TN": 39725027, + "TP": 0, + "n_pred": 0, + "n_ref": 23773 + }, + "5": { + "Dice": 0.06925125776857058, + "FN": 6290, + "FP": 0, + "IoU": 0.035867565910484366, + "TN": 39742276, + "TP": 234, + "n_pred": 234, + "n_ref": 6524 + }, + "6": { + "Dice": 0.8824251988456829, + "FN": 71319, + "FP": 156962, + "IoU": 0.7895893840253435, + "TN": 38663869, + "TP": 856650, + "n_pred": 1013612, + "n_ref": 927969 + }, + "7": { + "Dice": 0.3855440912866699, + "FN": 555709, + "FP": 6469, + "IoU": 0.23880744540985094, + "TN": 39010251, + "TP": 176371, + "n_pred": 182840, + "n_ref": 732080 + }, + "8": { + "Dice": 0.76052549912072, + "FN": 1746, + "FP": 28349, + "IoU": 0.613587047237523, + "TN": 39670917, + "TP": 47788, + "n_pred": 76137, + "n_ref": 49534 + }, + "9": { + "Dice": 0.14219849551079836, + "FN": 38406, + "FP": 479, + "IoU": 0.07654127481713689, + "TN": 39706692, + "TP": 3223, + "n_pred": 3702, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6753676639610141, + "FN": 30850, + "FP": 32701, + "IoU": 0.5098529196263989, + "TN": 101266951, + "TP": 66106, + "n_pred": 98807, + "n_ref": 96956 + }, + "10": { + "Dice": 0.4096395025449966, + "FN": 51165, + "FP": 38839, + "IoU": 0.2575765074651489, + "TN": 101275378, + "TP": 31226, + "n_pred": 70065, + "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": 0.00015566625155666251, + "FN": 49941, + "FP": 1443, + "IoU": 7.78391842453491e-05, + "TN": 101345220, + "TP": 4, + "n_pred": 1447, + "n_ref": 49945 + }, + "14": { + "Dice": 0.8256477734138772, + "FN": 51320, + "FP": 1152, + "IoU": 0.7030665542433211, + "TN": 101219895, + "TP": 124241, + "n_pred": 125393, + "n_ref": 175561 + }, + "15": { + "Dice": 0.744964934364323, + "FN": 10303, + "FP": 1043, + "IoU": 0.5935809721674965, + "TN": 101368691, + "TP": 16571, + "n_pred": 17614, + "n_ref": 26874 + }, + "2": { + "Dice": 0.5630980640785574, + "FN": 105357, + "FP": 13171, + "IoU": 0.3918834333795085, + "TN": 101201698, + "TP": 76382, + "n_pred": 89553, + "n_ref": 181739 + }, + "3": { + "Dice": 0.2664877930489608, + "FN": 133109, + "FP": 54431, + "IoU": 0.15372709345823912, + "TN": 101175001, + "TP": 34067, + "n_pred": 88498, + "n_ref": 167176 + }, + "4": { + "Dice": 0.0, + "FN": 10146, + "FP": 0, + "IoU": 0.0, + "TN": 101386462, + "TP": 0, + "n_pred": 0, + "n_ref": 10146 + }, + "5": { + "Dice": 0.11596944343397599, + "FN": 36125, + "FP": 328, + "IoU": 0.061553907939450106, + "TN": 101357764, + "TP": 2391, + "n_pred": 2719, + "n_ref": 38516 + }, + "6": { + "Dice": 0.7260796220414818, + "FN": 211308, + "FP": 1010424, + "IoU": 0.5699568313720189, + "TN": 98555656, + "TP": 1619220, + "n_pred": 2629644, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.4212371015856642, + "FN": 321365, + "FP": 62393, + "IoU": 0.2668146698967544, + "TN": 100873196, + "TP": 139654, + "n_pred": 202047, + "n_ref": 461019 + }, + "8": { + "Dice": 0.6313088430523566, + "FN": 121141, + "FP": 36049, + "IoU": 0.46125003427380656, + "TN": 101104840, + "TP": 134578, + "n_pred": 170627, + "n_ref": 255719 + }, + "9": { + "Dice": 0.19757208516251365, + "FN": 77033, + "FP": 833, + "IoU": 0.10961441705163975, + "TN": 101309156, + "TP": 9586, + "n_pred": 10419, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.39270153768674393, + "FN": 157733, + "FP": 25560, + "IoU": 0.24432396775988952, + "TN": 73640949, + "TP": 59262, + "n_pred": 84822, + "n_ref": 216995 + }, + "10": { + "Dice": 0.14083518921873342, + "FN": 58577, + "FP": 152061, + "IoU": 0.07575185825486393, + "TN": 73655602, + "TP": 17264, + "n_pred": 169325, + "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": 0.014926668402325783, + "FN": 60465, + "FP": 41694, + "IoU": 0.007519454402378246, + "TN": 73780571, + "TP": 774, + "n_pred": 42468, + "n_ref": 61239 + }, + "14": { + "Dice": 0.5493188781046692, + "FN": 46724, + "FP": 42569, + "IoU": 0.3786627328457808, + "TN": 73739793, + "TP": 54418, + "n_pred": 96987, + "n_ref": 101142 + }, + "15": { + "Dice": 0.06535908371741074, + "FN": 214574, + "FP": 2816, + "IoU": 0.03378357356516483, + "TN": 73658513, + "TP": 7601, + "n_pred": 10417, + "n_ref": 222175 + }, + "2": { + "Dice": 0.07295295483789976, + "FN": 181752, + "FP": 54556, + "IoU": 0.037857381334332224, + "TN": 73637898, + "TP": 9298, + "n_pred": 63854, + "n_ref": 191050 + }, + "3": { + "Dice": 0.5919098799889585, + "FN": 52440, + "FP": 133836, + "IoU": 0.4203636341005766, + "TN": 73562137, + "TP": 135091, + "n_pred": 268927, + "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": 0.001585204755614267, + "FN": 15116, + "FP": 0, + "IoU": 0.0007932310946589106, + "TN": 73868376, + "TP": 12, + "n_pred": 12, + "n_ref": 15128 + }, + "6": { + "Dice": 0.5450562053358168, + "FN": 514126, + "FP": 1467727, + "IoU": 0.3746235472014379, + "TN": 70714448, + "TP": 1187203, + "n_pred": 2654930, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.2142854984757341, + "FN": 101675, + "FP": 418435, + "IoU": 0.1199998646439968, + "TN": 73292470, + "TP": 70924, + "n_pred": 489359, + "n_ref": 172599 + }, + "8": { + "Dice": 0.5604278916112794, + "FN": 36697, + "FP": 30365, + "IoU": 0.3893017156594908, + "TN": 73773692, + "TP": 42750, + "n_pred": 73115, + "n_ref": 79447 + }, + "9": { + "Dice": 0.40729606430649307, + "FN": 65049, + "FP": 8096, + "IoU": 0.2557261617672497, + "TN": 73785227, + "TP": 25132, + "n_pred": 33228, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7810830606687047, + "FN": 49243, + "FP": 28168, + "IoU": 0.6408008909099345, + "TN": 69280266, + "TP": 138099, + "n_pred": 166267, + "n_ref": 187342 + }, + "10": { + "Dice": 0.38645665540561713, + "FN": 36644, + "FP": 61245, + "IoU": 0.2395080719091347, + "TN": 69367058, + "TP": 30829, + "n_pred": 92074, + "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": 0.2419136037983806, + "FN": 66405, + "FP": 5125, + "IoU": 0.13760052083961274, + "TN": 69412833, + "TP": 11413, + "n_pred": 16538, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7601276300434608, + "FN": 53004, + "FP": 8867, + "IoU": 0.6130692549186376, + "TN": 69335874, + "TP": 98031, + "n_pred": 106898, + "n_ref": 151035 + }, + "15": { + "Dice": 0.35483447533538104, + "FN": 73722, + "FP": 3, + "IoU": 0.21568314556537835, + "TN": 69401777, + "TP": 20274, + "n_pred": 20277, + "n_ref": 93996 + }, + "2": { + "Dice": 0.5238859711487742, + "FN": 81621, + "FP": 42939, + "IoU": 0.35490887621770273, + "TN": 69302687, + "TP": 68529, + "n_pred": 111468, + "n_ref": 150150 + }, + "3": { + "Dice": 0.5687855317631678, + "FN": 72070, + "FP": 80313, + "IoU": 0.39741460444001553, + "TN": 69242894, + "TP": 100499, + "n_pred": 180812, + "n_ref": 172569 + }, + "4": { + "Dice": 0.0, + "FN": 37119, + "FP": 0, + "IoU": 0.0, + "TN": 69458657, + "TP": 0, + "n_pred": 0, + "n_ref": 37119 + }, + "5": { + "Dice": 0.3551257253384913, + "FN": 14962, + "FP": 41, + "IoU": 0.215898400752587, + "TN": 69476642, + "TP": 4131, + "n_pred": 4172, + "n_ref": 19093 + }, + "6": { + "Dice": 0.8054353321738946, + "FN": 232600, + "FP": 355404, + "IoU": 0.6742500878078399, + "TN": 67690698, + "TP": 1217074, + "n_pred": 1572478, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.6003009984613138, + "FN": 99195, + "FP": 185509, + "IoU": 0.4288786359077232, + "TN": 68997276, + "TP": 213796, + "n_pred": 399305, + "n_ref": 312991 + }, + "8": { + "Dice": 0.6971025857977176, + "FN": 21126, + "FP": 37584, + "IoU": 0.5350402711671115, + "TN": 69369507, + "TP": 67559, + "n_pred": 105143, + "n_ref": 88685 + }, + "9": { + "Dice": 0.10770035450688674, + "FN": 75736, + "FP": 1033, + "IoU": 0.056915063511953023, + "TN": 69414374, + "TP": 4633, + "n_pred": 5666, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6070340753548015, + "FN": 97083, + "FP": 39286, + "IoU": 0.4357853014311307, + "TN": 50591855, + "TP": 105328, + "n_pred": 144614, + "n_ref": 202411 + }, + "10": { + "Dice": 0.47680760542379724, + "FN": 33309, + "FP": 60028, + "IoU": 0.3130317661259458, + "TN": 50697684, + "TP": 42531, + "n_pred": 102559, + "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": 0.00466803116808503, + "FN": 48133, + "FP": 7305, + "IoU": 0.0023394759573855456, + "TN": 50777984, + "TP": 130, + "n_pred": 7435, + "n_ref": 48263 + }, + "14": { + "Dice": 0.2570743556579072, + "FN": 42588, + "FP": 4512, + "IoU": 0.1474958822784123, + "TN": 50778303, + "TP": 8149, + "n_pred": 12661, + "n_ref": 50737 + }, + "15": { + "Dice": 0.0, + "FN": 34756, + "FP": 0, + "IoU": 0.0, + "TN": 50798796, + "TP": 0, + "n_pred": 0, + "n_ref": 34756 + }, + "2": { + "Dice": 0.6871950016993886, + "FN": 48297, + "FP": 100799, + "IoU": 0.5234555037411824, + "TN": 50520683, + "TP": 163773, + "n_pred": 264572, + "n_ref": 212070 + }, + "3": { + "Dice": 0.4649376331000913, + "FN": 135892, + "FP": 18878, + "IoU": 0.3028786602586335, + "TN": 50611539, + "TP": 67243, + "n_pred": 86121, + "n_ref": 203135 + }, + "4": { + "Dice": 0.0, + "FN": 17965, + "FP": 0, + "IoU": 0.0, + "TN": 50815587, + "TP": 0, + "n_pred": 0, + "n_ref": 17965 + }, + "5": { + "Dice": 0.2820838627700127, + "FN": 10735, + "FP": 0, + "IoU": 0.16420118343195267, + "TN": 50820708, + "TP": 2109, + "n_pred": 2109, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8233746195625904, + "FN": 262987, + "FP": 566488, + "IoU": 0.6997763546937101, + "TN": 48070695, + "TP": 1933382, + "n_pred": 2499870, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.46639467214206043, + "FN": 70723, + "FP": 289991, + "IoU": 0.30411649181833267, + "TN": 50315198, + "TP": 157640, + "n_pred": 447631, + "n_ref": 228363 + }, + "8": { + "Dice": 0.8207422914213441, + "FN": 8830, + "FP": 32272, + "IoU": 0.6959821296488061, + "TN": 50698356, + "TP": 94094, + "n_pred": 126366, + "n_ref": 102924 + }, + "9": { + "Dice": 0.12559397616784854, + "FN": 107387, + "FP": 262, + "IoU": 0.06700468018720748, + "TN": 50718172, + "TP": 7731, + "n_pred": 7993, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7277923732652232, + "FN": 87431, + "FP": 5716, + "IoU": 0.5720704372234907, + "TN": 76667191, + "TP": 124522, + "n_pred": 130238, + "n_ref": 211953 + }, + "10": { + "Dice": 0.4290411822574421, + "FN": 25490, + "FP": 79559, + "IoU": 0.273107848157323, + "TN": 76740342, + "TP": 39469, + "n_pred": 119028, + "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": 0.22758034096372176, + "FN": 36629, + "FP": 5145, + "IoU": 0.12840093473543648, + "TN": 76836932, + "TP": 6154, + "n_pred": 11299, + "n_ref": 42783 + }, + "14": { + "Dice": 0.765431278413653, + "FN": 12394, + "FP": 29967, + "IoU": 0.6199989235351107, + "TN": 76773384, + "TP": 69115, + "n_pred": 99082, + "n_ref": 81509 + }, + "15": { + "Dice": 0.5691204530067089, + "FN": 21522, + "FP": 6480, + "IoU": 0.3977416926551242, + "TN": 76838365, + "TP": 18493, + "n_pred": 24973, + "n_ref": 40015 + }, + "2": { + "Dice": 0.5797863694415418, + "FN": 53960, + "FP": 18426, + "IoU": 0.40823884306303804, + "TN": 76762537, + "TP": 49937, + "n_pred": 68363, + "n_ref": 103897 + }, + "3": { + "Dice": 0.5345509013117404, + "FN": 25321, + "FP": 100219, + "IoU": 0.36476934053200694, + "TN": 76687231, + "TP": 72089, + "n_pred": 172308, + "n_ref": 97410 + }, + "4": { + "Dice": 0.0, + "FN": 24882, + "FP": 0, + "IoU": 0.0, + "TN": 76859978, + "TP": 0, + "n_pred": 0, + "n_ref": 24882 + }, + "5": { + "Dice": 0.3101154685255148, + "FN": 12841, + "FP": 124, + "IoU": 0.18351281566849298, + "TN": 76868981, + "TP": 2914, + "n_pred": 3038, + "n_ref": 15755 + }, + "6": { + "Dice": 0.8434408654027599, + "FN": 47147, + "FP": 355238, + "IoU": 0.7292673934017905, + "TN": 75398578, + "TP": 1083897, + "n_pred": 1439135, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.46495091898786073, + "FN": 59083, + "FP": 175841, + "IoU": 0.302889936705668, + "TN": 76547863, + "TP": 102073, + "n_pred": 277914, + "n_ref": 161156 + }, + "8": { + "Dice": 0.7924494532177524, + "FN": 10892, + "FP": 23897, + "IoU": 0.6562453682203097, + "TN": 76783657, + "TP": 66414, + "n_pred": 90311, + "n_ref": 77306 + }, + "9": { + "Dice": 0.31981916289922707, + "FN": 74223, + "FP": 401, + "IoU": 0.19034806006423052, + "TN": 76792692, + "TP": 17544, + "n_pred": 17945, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3031859178924116, + "FN": 87378, + "FP": 83593, + "IoU": 0.17867951538675864, + "TN": 130791766, + "TP": 37195, + "n_pred": 120788, + "n_ref": 124573 + }, + "10": { + "Dice": 0.4477397549640896, + "FN": 15171, + "FP": 89405, + "IoU": 0.2884437428555876, + "TN": 130852964, + "TP": 42392, + "n_pred": 131797, + "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": 0.07648962674924907, + "FN": 75132, + "FP": 4192, + "IoU": 0.0397656429686838, + "TN": 130917323, + "TP": 3285, + "n_pred": 7477, + "n_ref": 78417 + }, + "14": { + "Dice": 0.005032973240710797, + "FN": 943666, + "FP": 28572, + "IoU": 0.0025228353016373294, + "TN": 130025235, + "TP": 2459, + "n_pred": 31031, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 43, + "IoU": 0.0, + "TN": 130974579, + "TP": 0, + "n_pred": 43, + "n_ref": 25310 + }, + "2": { + "Dice": 0.40260105223092163, + "FN": 162266, + "FP": 5673, + "IoU": 0.25203538088790706, + "TN": 130775404, + "TP": 56589, + "n_pred": 62262, + "n_ref": 218855 + }, + "3": { + "Dice": 0.6201114388725009, + "FN": 93845, + "FP": 137963, + "IoU": 0.44939240482275705, + "TN": 130578928, + "TP": 189196, + "n_pred": 327159, + "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": 0.0, + "FN": 23719, + "FP": 0, + "IoU": 0.0, + "TN": 130976213, + "TP": 0, + "n_pred": 0, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8206286138673141, + "FN": 184626, + "FP": 378598, + "IoU": 0.6958186568848881, + "TN": 129148326, + "TP": 1288382, + "n_pred": 1666980, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.33685692805231693, + "FN": 133498, + "FP": 144349, + "IoU": 0.20254236315209403, + "TN": 130651516, + "TP": 70569, + "n_pred": 214918, + "n_ref": 204067 + }, + "8": { + "Dice": 0.6260451195407347, + "FN": 64736, + "FP": 8481, + "IoU": 0.45565187652411826, + "TN": 130865428, + "TP": 61287, + "n_pred": 69768, + "n_ref": 126023 + }, + "9": { + "Dice": 0.19651297542936758, + "FN": 49673, + "FP": 12034, + "IoU": 0.10896278861565564, + "TN": 130930679, + "TP": 7546, + "n_pred": 19580, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5366260553055963, + "FN": 36187, + "FP": 477, + "IoU": 0.3667046671503092, + "TN": 74368804, + "TP": 21230, + "n_pred": 21707, + "n_ref": 57417 + }, + "10": { + "Dice": 0.41474484336371353, + "FN": 50675, + "FP": 28630, + "IoU": 0.26162655369861737, + "TN": 74319293, + "TP": 28100, + "n_pred": 56730, + "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": 0.0797021269122012, + "FN": 98789, + "FP": 6009, + "IoU": 0.04150508524182337, + "TN": 74317362, + "TP": 4538, + "n_pred": 10547, + "n_ref": 103327 + }, + "14": { + "Dice": 0.7290514906792742, + "FN": 50693, + "FP": 38652, + "IoU": 0.5736278734603693, + "TN": 74217151, + "TP": 120202, + "n_pred": 158854, + "n_ref": 170895 + }, + "15": { + "Dice": 0.6403693850717059, + "FN": 11747, + "FP": 14, + "IoU": 0.4709877653832314, + "TN": 74404466, + "TP": 10471, + "n_pred": 10485, + "n_ref": 22218 + }, + "2": { + "Dice": 0.6894240230186949, + "FN": 30818, + "FP": 48409, + "IoU": 0.5260465895358993, + "TN": 74259536, + "TP": 87935, + "n_pred": 136344, + "n_ref": 118753 + }, + "3": { + "Dice": 0.5151072601768941, + "FN": 65412, + "FP": 58433, + "IoU": 0.34689863204412896, + "TN": 74237072, + "TP": 65781, + "n_pred": 124214, + "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": 10, + "IoU": 0.0, + "TN": 74426688, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "6": { + "Dice": 0.9078003081079901, + "FN": 35190, + "FP": 137953, + "IoU": 0.8311669696000499, + "TN": 73401170, + "TP": 852385, + "n_pred": 990338, + "n_ref": 887575 + }, + "7": { + "Dice": 0.583073750135685, + "FN": 61882, + "FP": 64869, + "IoU": 0.4115060682879721, + "TN": 74211316, + "TP": 88631, + "n_pred": 153500, + "n_ref": 150513 + }, + "8": { + "Dice": 0.7233160333384352, + "FN": 17240, + "FP": 2645, + "IoU": 0.5665584061730279, + "TN": 74380821, + "TP": 25992, + "n_pred": 28637, + "n_ref": 43232 + }, + "9": { + "Dice": 0.5974507291053306, + "FN": 16523, + "FP": 6721, + "IoU": 0.42597485985232014, + "TN": 74386205, + "TP": 17249, + "n_pred": 23970, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9280058021639703, + "FN": 15007, + "FP": 4449, + "IoU": 0.8656817397307559, + "TN": 106501838, + "TP": 125394, + "n_pred": 129843, + "n_ref": 140401 + }, + "10": { + "Dice": 0.5472580947033502, + "FN": 42325, + "FP": 52016, + "IoU": 0.3767070342695182, + "TN": 106495329, + "TP": 57018, + "n_pred": 109034, + "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": 1070, + "IoU": 0.0, + "TN": 106604675, + "TP": 0, + "n_pred": 1070, + "n_ref": 40943 + }, + "14": { + "Dice": 0.7951463138104737, + "FN": 14850, + "FP": 13698, + "IoU": 0.6599525925220063, + "TN": 106562735, + "TP": 55405, + "n_pred": 69103, + "n_ref": 70255 + }, + "15": { + "Dice": 0.6602126414358174, + "FN": 13024, + "FP": 910, + "IoU": 0.49277419824542246, + "TN": 106619217, + "TP": 13537, + "n_pred": 14447, + "n_ref": 26561 + }, + "2": { + "Dice": 0.03869544666771703, + "FN": 182989, + "FP": 53, + "IoU": 0.019729443141287235, + "TN": 106459962, + "TP": 3684, + "n_pred": 3737, + "n_ref": 186673 + }, + "3": { + "Dice": 0.5971040735361614, + "FN": 8037, + "FP": 184206, + "IoU": 0.4256225014789452, + "TN": 106311990, + "TP": 142455, + "n_pred": 326661, + "n_ref": 150492 + }, + "4": { + "Dice": 0.0, + "FN": 10083, + "FP": 0, + "IoU": 0.0, + "TN": 106636605, + "TP": 0, + "n_pred": 0, + "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": 0.9532766279141859, + "FN": 80977, + "FP": 35834, + "IoU": 0.9107245078655155, + "TN": 105338255, + "TP": 1191622, + "n_pred": 1227456, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.5982876789454324, + "FN": 177444, + "FP": 36606, + "IoU": 0.4268262966364705, + "TN": 106273241, + "TP": 159397, + "n_pred": 196003, + "n_ref": 336841 + }, + "8": { + "Dice": 0.7356942057369732, + "FN": 15812, + "FP": 23864, + "IoU": 0.5818957795458138, + "TN": 106551793, + "TP": 55219, + "n_pred": 79083, + "n_ref": 71031 + }, + "9": { + "Dice": 0.17793981259394287, + "FN": 76738, + "FP": 377, + "IoU": 0.0976585811071717, + "TN": 106561227, + "TP": 8346, + "n_pred": 8723, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8378288935357759, + "FN": 39553, + "FP": 5040, + "IoU": 0.7209169879337105, + "TN": 107967144, + "TP": 115191, + "n_pred": 120231, + "n_ref": 154744 + }, + "10": { + "Dice": 0.6838720495546591, + "FN": 11808, + "FP": 52292, + "IoU": 0.5196090922035779, + "TN": 107993495, + "TP": 69333, + "n_pred": 121625, + "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": 0.22890695220602603, + "FN": 65707, + "FP": 13219, + "IoU": 0.12924614688717026, + "TN": 108036287, + "TP": 11715, + "n_pred": 24934, + "n_ref": 77422 + }, + "14": { + "Dice": 0.5659564719358534, + "FN": 9013, + "FP": 38352, + "IoU": 0.39465780561058217, + "TN": 108048683, + "TP": 30880, + "n_pred": 69232, + "n_ref": 39893 + }, + "15": { + "Dice": 0.49255393180236606, + "FN": 16614, + "FP": 5262, + "IoU": 0.32674729941833625, + "TN": 108094435, + "TP": 10617, + "n_pred": 15879, + "n_ref": 27231 + }, + "2": { + "Dice": 0.6307253577177447, + "FN": 102040, + "FP": 1423, + "IoU": 0.4606273557118355, + "TN": 107935107, + "TP": 88358, + "n_pred": 89781, + "n_ref": 190398 + }, + "3": { + "Dice": 0.8040515685655059, + "FN": 14443, + "FP": 76113, + "IoU": 0.6723129086770714, + "TN": 107850579, + "TP": 185793, + "n_pred": 261906, + "n_ref": 200236 + }, + "4": { + "Dice": 0.0, + "FN": 33309, + "FP": 0, + "IoU": 0.0, + "TN": 108093619, + "TP": 0, + "n_pred": 0, + "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": 0.9289656541325505, + "FN": 96414, + "FP": 115087, + "IoU": 0.8673537480071798, + "TN": 106532454, + "TP": 1382973, + "n_pred": 1498060, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.47188542914373416, + "FN": 116331, + "FP": 197152, + "IoU": 0.30880238834403445, + "TN": 107673392, + "TP": 140053, + "n_pred": 337205, + "n_ref": 256384 + }, + "8": { + "Dice": 0.7556588990547439, + "FN": 5798, + "FP": 18371, + "IoU": 0.6072763316109324, + "TN": 108065386, + "TP": 37373, + "n_pred": 55744, + "n_ref": 43171 + }, + "9": { + "Dice": 0.421491603678743, + "FN": 44758, + "FP": 1853, + "IoU": 0.26701891777138276, + "TN": 108063337, + "TP": 16980, + "n_pred": 18833, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.41712564372775535, + "FN": 82536, + "FP": 34722, + "IoU": 0.2635241654366737, + "TN": 62410945, + "TP": 41957, + "n_pred": 76679, + "n_ref": 124493 + }, + "10": { + "Dice": 0.5346707793942632, + "FN": 15118, + "FP": 61518, + "IoU": 0.3648809918451236, + "TN": 62449496, + "TP": 44028, + "n_pred": 105546, + "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": 0.37085531531039007, + "FN": 28142, + "FP": 17890, + "IoU": 0.22763804761824863, + "TN": 62510561, + "TP": 13567, + "n_pred": 31457, + "n_ref": 41709 + }, + "14": { + "Dice": 0.8048123885670416, + "FN": 115420, + "FP": 515, + "IoU": 0.6733774520990221, + "TN": 62215209, + "TP": 239016, + "n_pred": 239531, + "n_ref": 354436 + }, + "15": { + "Dice": 0.027645704696542674, + "FN": 90054, + "FP": 338, + "IoU": 0.014016601764891957, + "TN": 62478483, + "TP": 1285, + "n_pred": 1623, + "n_ref": 91339 + }, + "2": { + "Dice": 0.3865013844953664, + "FN": 121927, + "FP": 21201, + "IoU": 0.2395424333069448, + "TN": 62381947, + "TP": 45085, + "n_pred": 66286, + "n_ref": 167012 + }, + "3": { + "Dice": 0.5997520894859152, + "FN": 59127, + "FP": 129122, + "IoU": 0.42831850344680983, + "TN": 62240870, + "TP": 141041, + "n_pred": 270163, + "n_ref": 200168 + }, + "4": { + "Dice": 0.0, + "FN": 23480, + "FP": 0, + "IoU": 0.0, + "TN": 62546680, + "TP": 0, + "n_pred": 0, + "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": 0.8879833424881519, + "FN": 102024, + "FP": 239967, + "IoU": 0.798534209438037, + "TN": 60872646, + "TP": 1355523, + "n_pred": 1595490, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.5837380021174021, + "FN": 53965, + "FP": 136335, + "IoU": 0.4121680896544055, + "TN": 62246428, + "TP": 133432, + "n_pred": 269767, + "n_ref": 187397 + }, + "8": { + "Dice": 0.6978035849532946, + "FN": 18990, + "FP": 25299, + "IoU": 0.5358666149670415, + "TN": 62474737, + "TP": 51134, + "n_pred": 76433, + "n_ref": 70124 + }, + "9": { + "Dice": 0.3596703829374697, + "FN": 35498, + "FP": 14700, + "IoU": 0.21926713947990545, + "TN": 62505864, + "TP": 14098, + "n_pred": 28798, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.665813715455476, + "FN": 125889, + "FP": 29525, + "IoU": 0.49904104334484084, + "TN": 55071015, + "TP": 154819, + "n_pred": 184344, + "n_ref": 280708 + }, + "10": { + "Dice": 0.6396385064199944, + "FN": 10463, + "FP": 64023, + "IoU": 0.4701974507795607, + "TN": 55240656, + "TP": 66106, + "n_pred": 130129, + "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": 0.30616009804553956, + "FN": 43005, + "FP": 10778, + "IoU": 0.1807491355542354, + "TN": 55315599, + "TP": 11866, + "n_pred": 22644, + "n_ref": 54871 + }, + "14": { + "Dice": 0.7947005156683855, + "FN": 20057, + "FP": 18760, + "IoU": 0.6593386340898321, + "TN": 55267302, + "TP": 75129, + "n_pred": 93889, + "n_ref": 95186 + }, + "15": { + "Dice": 0.5610330821939045, + "FN": 51669, + "FP": 4963, + "IoU": 0.38988601840081016, + "TN": 55288426, + "TP": 36190, + "n_pred": 41153, + "n_ref": 87859 + }, + "2": { + "Dice": 0.4817840303727045, + "FN": 122972, + "FP": 32769, + "IoU": 0.3173356360432547, + "TN": 55153111, + "TP": 72396, + "n_pred": 105165, + "n_ref": 195368 + }, + "3": { + "Dice": 0.6395905975568228, + "FN": 50535, + "FP": 99755, + "IoU": 0.470145675565145, + "TN": 55097604, + "TP": 133354, + "n_pred": 233109, + "n_ref": 183889 + }, + "4": { + "Dice": 0.0, + "FN": 7409, + "FP": 0, + "IoU": 0.0, + "TN": 55373839, + "TP": 0, + "n_pred": 0, + "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": 0.8937660840076781, + "FN": 123829, + "FP": 203033, + "IoU": 0.8079358904901641, + "TN": 53679410, + "TP": 1374976, + "n_pred": 1578009, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.6499047295168461, + "FN": 45300, + "FP": 94708, + "IoU": 0.48137693963202094, + "TN": 55111287, + "TP": 129953, + "n_pred": 224661, + "n_ref": 175253 + }, + "8": { + "Dice": 0.8514618883881853, + "FN": 7184, + "FP": 6726, + "IoU": 0.7413440440328759, + "TN": 55327470, + "TP": 39868, + "n_pred": 46594, + "n_ref": 47052 + }, + "9": { + "Dice": 0.6209467640042675, + "FN": 25016, + "FP": 6605, + "IoU": 0.45027033605118133, + "TN": 55323727, + "TP": 25900, + "n_pred": 32505, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7505238710932592, + "FN": 103569, + "FP": 19533, + "IoU": 0.6006708361447034, + "TN": 110838343, + "TP": 185170, + "n_pred": 204703, + "n_ref": 288739 + }, + "10": { + "Dice": 0.586420564243043, + "FN": 24260, + "FP": 57570, + "IoU": 0.41484797345613683, + "TN": 111006771, + "TP": 58014, + "n_pred": 115584, + "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": 0.01307331278365526, + "FN": 62172, + "FP": 1543, + "IoU": 0.006579665403745108, + "TN": 111082478, + "TP": 422, + "n_pred": 1965, + "n_ref": 62594 + }, + "14": { + "Dice": 0.352872082449227, + "FN": 31803, + "FP": 2355, + "IoU": 0.21423477720779371, + "TN": 111103144, + "TP": 9313, + "n_pred": 11668, + "n_ref": 41116 + }, + "15": { + "Dice": 0.6293706293706294, + "FN": 13574, + "FP": 312, + "IoU": 0.45918367346938777, + "TN": 111120939, + "TP": 11790, + "n_pred": 12102, + "n_ref": 25364 + }, + "2": { + "Dice": 0.4289839878944922, + "FN": 112512, + "FP": 2960, + "IoU": 0.27306149943026936, + "TN": 110987768, + "TP": 43375, + "n_pred": 46335, + "n_ref": 155887 + }, + "3": { + "Dice": 0.7588035029242869, + "FN": 37169, + "FP": 94676, + "IoU": 0.6113484083398921, + "TN": 110807378, + "TP": 207392, + "n_pred": 302068, + "n_ref": 244561 + }, + "4": { + "Dice": 0.0, + "FN": 18838, + "FP": 0, + "IoU": 0.0, + "TN": 111127777, + "TP": 0, + "n_pred": 0, + "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": 0.9176184449656016, + "FN": 74324, + "FP": 200374, + "IoU": 0.8477772377934133, + "TN": 109342036, + "TP": 1529881, + "n_pred": 1730255, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.21775102276995542, + "FN": 325075, + "FP": 60210, + "IoU": 0.12217766740334009, + "TN": 110707705, + "TP": 53625, + "n_pred": 113835, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8320139525928946, + "FN": 7083, + "FP": 22583, + "IoU": 0.7123492223558159, + "TN": 111043483, + "TP": 73466, + "n_pred": 96049, + "n_ref": 80549 + }, + "9": { + "Dice": 0.24699528611119784, + "FN": 47942, + "FP": 300, + "IoU": 0.1408982441143997, + "TN": 111090461, + "TP": 7912, + "n_pred": 8212, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8777546997961534, + "FN": 20049, + "FP": 30685, + "IoU": 0.7821415689036225, + "TN": 96888149, + "TP": 182142, + "n_pred": 212827, + "n_ref": 202191 + }, + "10": { + "Dice": 0.4564930184354386, + "FN": 25509, + "FP": 90914, + "IoU": 0.295750536853885, + "TN": 96955710, + "TP": 48892, + "n_pred": 139806, + "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": 0.019663197516819057, + "FN": 50671, + "FP": 19128, + "IoU": 0.009929218854168144, + "TN": 97050526, + "TP": 700, + "n_pred": 19828, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8370605934796844, + "FN": 35522, + "FP": 2547, + "IoU": 0.7197800580034449, + "TN": 96985171, + "TP": 97785, + "n_pred": 100332, + "n_ref": 133307 + }, + "15": { + "Dice": 0.5663139403571876, + "FN": 41419, + "FP": 57, + "IoU": 0.3950055429138223, + "TN": 97052469, + "TP": 27080, + "n_pred": 27137, + "n_ref": 68499 + }, + "2": { + "Dice": 0.37466995916041407, + "FN": 127945, + "FP": 3737, + "IoU": 0.2305193097685399, + "TN": 96949894, + "TP": 39449, + "n_pred": 43186, + "n_ref": 167394 + }, + "3": { + "Dice": 0.7446292395428891, + "FN": 16937, + "FP": 122237, + "IoU": 0.5931548375969434, + "TN": 96778944, + "TP": 202907, + "n_pred": 325144, + "n_ref": 219844 + }, + "4": { + "Dice": 0.0, + "FN": 17233, + "FP": 0, + "IoU": 0.0, + "TN": 97103792, + "TP": 0, + "n_pred": 0, + "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": 0.8816938287852221, + "FN": 99010, + "FP": 300489, + "IoU": 0.7884189960495953, + "TN": 95232864, + "TP": 1488662, + "n_pred": 1789151, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.5701902680745942, + "FN": 130806, + "FP": 164622, + "IoU": 0.3987875137111889, + "TN": 96629638, + "TP": 195959, + "n_pred": 360581, + "n_ref": 326765 + }, + "8": { + "Dice": 0.7341694383831536, + "FN": 30798, + "FP": 19394, + "IoU": 0.5799902930494887, + "TN": 97001523, + "TP": 69310, + "n_pred": 88704, + "n_ref": 100108 + }, + "9": { + "Dice": 0.4445013263833946, + "FN": 66792, + "FP": 4824, + "IoU": 0.2857613020973581, + "TN": 97020756, + "TP": 28653, + "n_pred": 33477, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7790514847386841, + "FN": 71036, + "FP": 491, + "IoU": 0.6380707089618322, + "TN": 78858778, + "TP": 126100, + "n_pred": 126591, + "n_ref": 197136 + }, + "10": { + "Dice": 0.565107495811662, + "FN": 44608, + "FP": 29893, + "IoU": 0.39383263496196247, + "TN": 78933500, + "TP": 48404, + "n_pred": 78297, + "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": 0.39332958838625826, + "FN": 47620, + "FP": 7459, + "IoU": 0.24481037650478515, + "TN": 78983471, + "TP": 17855, + "n_pred": 25314, + "n_ref": 65475 + }, + "14": { + "Dice": 0.49930147466459696, + "FN": 4104, + "FP": 63633, + "IoU": 0.33271271093773086, + "TN": 78954894, + "TP": 33774, + "n_pred": 97407, + "n_ref": 37878 + }, + "15": { + "Dice": 0.36172665556551814, + "FN": 27236, + "FP": 12628, + "IoU": 0.22079749804534793, + "TN": 79005245, + "TP": 11296, + "n_pred": 23924, + "n_ref": 38532 + }, + "2": { + "Dice": 0.6849798445093068, + "FN": 23452, + "FP": 58681, + "IoU": 0.5208892362974543, + "TN": 78884977, + "TP": 89295, + "n_pred": 147976, + "n_ref": 112747 + }, + "3": { + "Dice": 0.5152614947792636, + "FN": 76375, + "FP": 8303, + "IoU": 0.34703854784358784, + "TN": 78926722, + "TP": 45005, + "n_pred": 53308, + "n_ref": 121380 + }, + "4": { + "Dice": 0.0, + "FN": 8482, + "FP": 0, + "IoU": 0.0, + "TN": 79047923, + "TP": 0, + "n_pred": 0, + "n_ref": 8482 + }, + "5": { + "Dice": 0.0016122531237404273, + "FN": 4954, + "FP": 0, + "IoU": 0.0008067769261799112, + "TN": 79051447, + "TP": 4, + "n_pred": 4, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9101763802189682, + "FN": 101750, + "FP": 138438, + "IoU": 0.8351593447771314, + "TN": 77599313, + "TP": 1216904, + "n_pred": 1355342, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.6677212796531121, + "FN": 209101, + "FP": 54509, + "IoU": 0.5011873787785609, + "TN": 78527930, + "TP": 264865, + "n_pred": 319374, + "n_ref": 473966 + }, + "8": { + "Dice": 0.578101865561149, + "FN": 8100, + "FP": 26094, + "IoU": 0.4065705211641589, + "TN": 78998784, + "TP": 23427, + "n_pred": 49521, + "n_ref": 31527 + }, + "9": { + "Dice": 0.5145834593134587, + "FN": 45762, + "FP": 2402, + "IoU": 0.3464236766042908, + "TN": 78982712, + "TP": 25529, + "n_pred": 27931, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8142429754110754, + "FN": 55697, + "FP": 25393, + "IoU": 0.6866861916279645, + "TN": 122453126, + "TP": 177724, + "n_pred": 203117, + "n_ref": 233421 + }, + "10": { + "Dice": 0.573938228365676, + "FN": 22807, + "FP": 107236, + "IoU": 0.40246379208939864, + "TN": 122494308, + "TP": 87589, + "n_pred": 194825, + "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": 0.0010278680731328133, + "FN": 53760, + "FP": 23991, + "IoU": 0.0005141983005746166, + "TN": 122634149, + "TP": 40, + "n_pred": 24031, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8104226970769405, + "FN": 32241, + "FP": 3060, + "IoU": 0.6812694686470137, + "TN": 122601185, + "TP": 75454, + "n_pred": 78514, + "n_ref": 107695 + }, + "15": { + "Dice": 0.7608286252354048, + "FN": 18971, + "FP": 1222, + "IoU": 0.6139817629179332, + "TN": 122659629, + "TP": 32118, + "n_pred": 33340, + "n_ref": 51089 + }, + "2": { + "Dice": 0.002501195424283665, + "FN": 136703, + "FP": 53130, + "IoU": 0.0012521636651567046, + "TN": 122521869, + "TP": 238, + "n_pred": 53368, + "n_ref": 136941 + }, + "3": { + "Dice": 0.6168023945024549, + "FN": 10078, + "FP": 158660, + "IoU": 0.4459250016418205, + "TN": 122407400, + "TP": 135802, + "n_pred": 294462, + "n_ref": 145880 + }, + "4": { + "Dice": 0.0, + "FN": 65475, + "FP": 0, + "IoU": 0.0, + "TN": 122646465, + "TP": 0, + "n_pred": 0, + "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": 0.8714797931859979, + "FN": 93041, + "FP": 384117, + "IoU": 0.7722323339218963, + "TN": 120617007, + "TP": 1617775, + "n_pred": 2001892, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.38309979726024257, + "FN": 365736, + "FP": 279950, + "IoU": 0.23693472028211693, + "TN": 121865766, + "TP": 200488, + "n_pred": 480438, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8190473327872918, + "FN": 27452, + "FP": 20710, + "IoU": 0.6935479765843726, + "TN": 122554780, + "TP": 108998, + "n_pred": 129708, + "n_ref": 136450 + }, + "9": { + "Dice": 0.3525382838216352, + "FN": 57503, + "FP": 5833, + "IoU": 0.21398875637573064, + "TN": 122631361, + "TP": 17243, + "n_pred": 23076, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_007/summary_cross_val.json b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_007/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..82f9a5dc4e5ec7bfe64d86f5d4ac0cc843652940 --- /dev/null +++ b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_007/summary_cross_val.json @@ -0,0 +1,18780 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.13857493176542018, + "FN": 1431.9420289855077, + "FP": 603.8434782608695, + "IoU": 0.10958481472420245, + "TN": 278829.8115942029, + "TP": 1029.359420289855, + "n_pred": 1633.2028985507247, + "n_ref": 2461.3014492753623 + }, + "mean": { + "1": { + "Dice": 0.2925353123410354, + "FN": 3677.3478260869565, + "FP": 204.47826086956522, + "IoU": 0.2258318800929553, + "TN": 273983.17391304346, + "TP": 4029.9565217391305, + "n_pred": 4234.434782608696, + "n_ref": 7707.304347826087 + }, + "10": { + "Dice": 0.19918018541844834, + "FN": 1752.2173913043478, + "FP": 1368.0, + "IoU": 0.13685174379992265, + "TN": 277355.0, + "TP": 1419.7391304347825, + "n_pred": 2787.7391304347825, + "n_ref": 3171.9565217391305 + }, + "11": { + "Dice": 0.0, + "FN": 85.52173913043478, + "FP": 0.0, + "IoU": 0.0, + "TN": 281809.4347826087, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 85.52173913043478 + }, + "12": { + "Dice": 0.0, + "FN": 1.434782608695652, + "FP": 0.0, + "IoU": 0.0, + "TN": 281893.52173913043, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1.434782608695652 + }, + "13": { + "Dice": 0.0457874295113569, + "FN": 2803.086956521739, + "FP": 448.5652173913044, + "IoU": 0.025075071323642565, + "TN": 278551.52173913043, + "TP": 91.78260869565217, + "n_pred": 540.3478260869565, + "n_ref": 2894.8695652173915 + }, + "14": { + "Dice": 0.4562006336739703, + "FN": 217.52173913043478, + "FP": 124.3913043478261, + "IoU": 0.4194567536517315, + "TN": 279775.1304347826, + "TP": 1777.9130434782608, + "n_pred": 1902.304347826087, + "n_ref": 1995.4347826086957 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 354.5652173913044, + "IoU": 0.0, + "TN": 281540.39130434784, + "TP": 0.0, + "n_pred": 354.5652173913044, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.6903271436546348, + "FN": 621.9565217391304, + "FP": 55.391304347826086, + "IoU": 0.5483444460958523, + "TN": 280558.17391304346, + "TP": 659.4347826086956, + "n_pred": 714.8260869565217, + "n_ref": 1281.391304347826 + }, + "3": { + "Dice": 0.023068857042991962, + "FN": 7.956521739130435, + "FP": 1344.304347826087, + "IoU": 0.013038324772817068, + "TN": 280528.347826087, + "TP": 14.347826086956522, + "n_pred": 1358.6521739130435, + "n_ref": 22.304347826086957 + }, + "4": { + "Dice": 0.0, + "FN": 137.8695652173913, + "FP": 0.0, + "IoU": 0.0, + "TN": 281757.0869565217, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 137.8695652173913 + }, + "5": { + "Dice": 0.0, + "FN": 245.1304347826087, + "FP": 0.0, + "IoU": 0.0, + "TN": 281649.82608695654, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 245.1304347826087 + }, + "6": { + "Dice": 0.2542806123107514, + "FN": 698.2608695652174, + "FP": 3728.0434782608695, + "IoU": 0.20884420846881954, + "TN": 271245.1304347826, + "TP": 6223.521739130435, + "n_pred": 9951.565217391304, + "n_ref": 6921.782608695652 + }, + "7": { + "Dice": 0.07803136901675077, + "FN": 7723.086956521739, + "FP": 109.08695652173913, + "IoU": 0.04498782461528825, + "TN": 272922.73913043475, + "TP": 1140.0434782608695, + "n_pred": 1249.1304347826087, + "n_ref": 8863.130434782608 + }, + "8": { + "Dice": 0.03921243351136281, + "FN": 1707.7826086956522, + "FP": 1320.8260869565217, + "IoU": 0.021341968042007792, + "TN": 278782.6956521739, + "TP": 83.65217391304348, + "n_pred": 1404.4782608695652, + "n_ref": 1791.4347826086957 + }, + "9": { + "Dice": 0.0, + "FN": 1799.9565217391305, + "FP": 0.0, + "IoU": 0.0, + "TN": 280095.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1799.9565217391305 + } + }, + "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": 0.4295240092262529, + "FN": 14575, + "FP": 12631, + "IoU": 0.27349925229651784, + "TN": 313016, + "TP": 10242, + "n_pred": 22873, + "n_ref": 24817 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 8518, + "FP": 887, + "IoU": 0.0, + "TN": 341059, + "TP": 0, + "n_pred": 887, + "n_ref": 8518 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 5819, + "IoU": 0.0, + "TN": 344645, + "TP": 0, + "n_pred": 5819, + "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": 0.3341645885286783, + "FN": 68, + "FP": 199, + "IoU": 0.20059880239520958, + "TN": 350130, + "TP": 67, + "n_pred": 266, + "n_ref": 135 + }, + "7": { + "Dice": 0.3423939661083358, + "FN": 78313, + "FP": 2249, + "IoU": 0.20655931452208598, + "TN": 248929, + "TP": 20973, + "n_pred": 23222, + "n_ref": 99286 + }, + "8": { + "Dice": 0.046224961479198766, + "FN": 57, + "FP": 3038, + "IoU": 0.02365930599369085, + "TN": 347294, + "TP": 75, + "n_pred": 3113, + "n_ref": 132 + }, + "9": { + "Dice": 0.0, + "FN": 243, + "FP": 0, + "IoU": 0.0, + "TN": 350221, + "TP": 0, + "n_pred": 0, + "n_ref": 243 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 5175, + "IoU": 0.0, + "TN": 170057, + "TP": 0, + "n_pred": 5175, + "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": 5638, + "FP": 0, + "IoU": 0.0, + "TN": 169594, + "TP": 0, + "n_pred": 0, + "n_ref": 5638 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 540, + "FP": 0, + "IoU": 0.0, + "TN": 174692, + "TP": 0, + "n_pred": 0, + "n_ref": 540 + }, + "8": { + "Dice": 0.0, + "FN": 22173, + "FP": 0, + "IoU": 0.0, + "TN": 153059, + "TP": 0, + "n_pred": 0, + "n_ref": 22173 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.04610951008645533, + "FN": 6951, + "FP": 0, + "IoU": 0.02359882005899705, + "TN": 168113, + "TP": 168, + "n_pred": 168, + "n_ref": 7119 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 1381, + "IoU": 0.0, + "TN": 173851, + "TP": 0, + "n_pred": 1381, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8450905746186668, + "FN": 16473, + "FP": 1716, + "IoU": 0.7317375337374452, + "TN": 107429, + "TP": 49614, + "n_pred": 51330, + "n_ref": 66087 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 175225, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 29981, + "IoU": 0.0, + "TN": 145251, + "TP": 0, + "n_pred": 29981, + "n_ref": 0 + }, + "7": { + "Dice": 0.20172554557691036, + "FN": 36176, + "FP": 1, + "IoU": 0.11217728477471287, + "TN": 134484, + "TP": 4571, + "n_pred": 4572, + "n_ref": 40747 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 147, + "IoU": 0.0, + "TN": 350317, + "TP": 0, + "n_pred": 147, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2608, + "IoU": 0.0, + "TN": 347856, + "TP": 0, + "n_pred": 2608, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 3295, + "IoU": 0.0, + "TN": 347169, + "TP": 0, + "n_pred": 3295, + "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": 0.24437299035369775, + "FN": 90, + "FP": 145, + "IoU": 0.1391941391941392, + "TN": 350191, + "TP": 38, + "n_pred": 183, + "n_ref": 128 + }, + "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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0094.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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.9124012673479406, + "FN": 5003, + "FP": 2849, + "IoU": 0.838913507303463, + "TN": 301720, + "TP": 40892, + "n_pred": 43741, + "n_ref": 45895 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 1045, + "IoU": 0.0, + "TN": 524651, + "TP": 0, + "n_pred": 1045, + "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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.003900663112729164, + "FN": 3664, + "FP": 3997, + "IoU": 0.0019541427826993227, + "TN": 167556, + "TP": 15, + "n_pred": 4012, + "n_ref": 3679 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.17823933258016858, + "FN": 15490, + "FP": 3422, + "IoU": 0.09783904975432905, + "TN": 154269, + "TP": 2051, + "n_pred": 5473, + "n_ref": 17541 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 179, + "IoU": 0.0, + "TN": 175053, + "TP": 0, + "n_pred": 179, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 2687, + "FP": 0, + "IoU": 0.0, + "TN": 172545, + "TP": 0, + "n_pred": 0, + "n_ref": 2687 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 516, + "FP": 0, + "IoU": 0.0, + "TN": 174716, + "TP": 0, + "n_pred": 0, + "n_ref": 516 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 13366, + "FP": 13800, + "IoU": 0.0, + "TN": 148066, + "TP": 0, + "n_pred": 13800, + "n_ref": 13366 + }, + "9": { + "Dice": 0.0, + "FN": 7505, + "FP": 0, + "IoU": 0.0, + "TN": 167727, + "TP": 0, + "n_pred": 0, + "n_ref": 7505 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6709500359084847, + "FN": 25542, + "FP": 116, + "IoU": 0.5048343207827547, + "TN": 298647, + "TP": 26159, + "n_pred": 26275, + "n_ref": 51701 + }, + "10": { + "Dice": 0.5382133116815523, + "FN": 18373, + "FP": 3808, + "IoU": 0.36818868032016405, + "TN": 315357, + "TP": 12926, + "n_pred": 16734, + "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": 0.004910385465259023, + "FN": 20758, + "FP": 3560, + "IoU": 0.002461235540241201, + "TN": 326086, + "TP": 60, + "n_pred": 3620, + "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": 0.47391857506361323, + "FN": 8978, + "FP": 946, + "IoU": 0.31054606085869113, + "TN": 336070, + "TP": 4470, + "n_pred": 5416, + "n_ref": 13448 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11535, + "IoU": 0.0, + "TN": 338929, + "TP": 0, + "n_pred": 11535, + "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": 34493, + "IoU": 0.0, + "TN": 315971, + "TP": 0, + "n_pred": 34493, + "n_ref": 0 + }, + "7": { + "Dice": 0.0170597834149236, + "FN": 13236, + "FP": 16, + "IoU": 0.008603276726266177, + "TN": 337097, + "TP": 115, + "n_pred": 131, + "n_ref": 13351 + }, + "8": { + "Dice": 0.18904963958897808, + "FN": 3683, + "FP": 12180, + "IoU": 0.10439250225835592, + "TN": 332752, + "TP": 1849, + "n_pred": 14029, + "n_ref": 5532 + }, + "9": { + "Dice": 0.0, + "FN": 14159, + "FP": 0, + "IoU": 0.0, + "TN": 336305, + "TP": 0, + "n_pred": 0, + "n_ref": 14159 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48559706577364126, + "FN": 35434, + "FP": 49, + "IoU": 0.3206524860714901, + "TN": 473465, + "TP": 16748, + "n_pred": 16797, + "n_ref": 52182 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 96, + "IoU": 0.0, + "TN": 525600, + "TP": 0, + "n_pred": 96, + "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": 33, + "FP": 0, + "IoU": 0.0, + "TN": 525663, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "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": 0.2306885704299196, + "FN": 183, + "FP": 2018, + "IoU": 0.13038324772817067, + "TN": 523165, + "TP": 330, + "n_pred": 2348, + "n_ref": 513 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 10112, + "IoU": 0.0, + "TN": 515584, + "TP": 0, + "n_pred": 10112, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 31276, + "FP": 121, + "IoU": 0.0, + "TN": 494299, + "TP": 0, + "n_pred": 121, + "n_ref": 31276 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 525689, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 350452, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 7, + "IoU": 0.0, + "TN": 350457, + "TP": 0, + "n_pred": 7, + "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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 8155, + "IoU": 0.0, + "TN": 342309, + "TP": 0, + "n_pred": 8155, + "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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2638, + "IoU": 0.0, + "TN": 172594, + "TP": 0, + "n_pred": 2638, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 485, + "IoU": 0.0, + "TN": 174747, + "TP": 0, + "n_pred": 485, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 704, + "IoU": 0.0, + "TN": 174528, + "TP": 0, + "n_pred": 704, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.36561743341404357, + "FN": 7506, + "FP": 2450, + "IoU": 0.2237037037037037, + "TN": 162407, + "TP": 2869, + "n_pred": 5319, + "n_ref": 10375 + }, + "7": { + "Dice": 0.06307165703383648, + "FN": 16697, + "FP": 0, + "IoU": 0.03256272089924098, + "TN": 157973, + "TP": 562, + "n_pred": 562, + "n_ref": 17259 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.6218034993270525, + "FN": 3689, + "FP": 7832, + "IoU": 0.451171875, + "TN": 154240, + "TP": 9471, + "n_pred": 17303, + "n_ref": 13160 + }, + "11": { + "Dice": 0.0, + "FN": 1967, + "FP": 0, + "IoU": 0.0, + "TN": 173265, + "TP": 0, + "n_pred": 0, + "n_ref": 1967 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 19705, + "FP": 2448, + "IoU": 0.0, + "TN": 153079, + "TP": 0, + "n_pred": 2448, + "n_ref": 19705 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.750956388676358, + "FN": 3598, + "FP": 308, + "IoU": 0.6012251148545176, + "TN": 165437, + "TP": 5889, + "n_pred": 6197, + "n_ref": 9487 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 764, + "IoU": 0.0, + "TN": 174468, + "TP": 0, + "n_pred": 764, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 484, + "FP": 0, + "IoU": 0.0, + "TN": 174748, + "TP": 0, + "n_pred": 0, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8774661844763902, + "FN": 6794, + "FP": 2727, + "IoU": 0.7816835202127903, + "TN": 131621, + "TP": 34090, + "n_pred": 36817, + "n_ref": 40884 + }, + "7": { + "Dice": 0.0, + "FN": 1393, + "FP": 118, + "IoU": 0.0, + "TN": 173721, + "TP": 0, + "n_pred": 118, + "n_ref": 1393 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1354, + "IoU": 0.0, + "TN": 173878, + "TP": 0, + "n_pred": 1354, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 19492, + "FP": 0, + "IoU": 0.0, + "TN": 155740, + "TP": 0, + "n_pred": 0, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 179, + "FP": 37, + "IoU": 0.0, + "TN": 525480, + "TP": 0, + "n_pred": 37, + "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": 0.8461064672239331, + "FN": 1729, + "FP": 20, + "IoU": 0.7332621625743481, + "TN": 519139, + "TP": 4808, + "n_pred": 4828, + "n_ref": 6537 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 385, + "IoU": 0.0, + "TN": 525311, + "TP": 0, + "n_pred": 385, + "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": 0.9754655386454549, + "FN": 1086, + "FP": 4250, + "IoU": 0.9521061276511718, + "TN": 414283, + "TP": 106077, + "n_pred": 110327, + "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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": NaN, + "FN": 869.3855072463767, + "FP": 487.327536231884, + "IoU": NaN, + "TN": 279885.7449275362, + "TP": 652.4985507246378, + "n_pred": 1139.8260869565215, + "n_ref": 1521.8840579710147 + }, + "mean": { + "1": { + "Dice": 0.05228480340063762, + "FN": 125.47826086956522, + "FP": 106.21739130434783, + "IoU": 0.029195347733206742, + "TN": 281641.8695652174, + "TP": 21.391304347826086, + "n_pred": 127.6086956521739, + "n_ref": 146.8695652173913 + }, + "10": { + "Dice": 0.39903703750411645, + "FN": 1166.7391304347825, + "FP": 1015.1739130434783, + "IoU": 0.27087891974885603, + "TN": 278585.9130434783, + "TP": 1127.1304347826087, + "n_pred": 2142.304347826087, + "n_ref": 2293.8695652173915 + }, + "11": { + "Dice": 0.0, + "FN": 111.73913043478261, + "FP": 0.0, + "IoU": 0.0, + "TN": 281783.2173913043, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 111.73913043478261 + }, + "12": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 281894.95652173914, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.028294617706872815, + "FN": 1222.5217391304348, + "FP": 541.6521739130435, + "IoU": 0.014774361206748717, + "TN": 280082.0869565217, + "TP": 48.69565217391305, + "n_pred": 590.3478260869565, + "n_ref": 1271.2173913043478 + }, + "14": { + "Dice": 0.3393430807900744, + "FN": 355.7826086956522, + "FP": 1628.3478260869565, + "IoU": 0.256455392311122, + "TN": 278346.0869565217, + "TP": 1564.7391304347825, + "n_pred": 3193.086956521739, + "n_ref": 1920.5217391304348 + }, + "15": { + "Dice": 0.20488765956344288, + "FN": 742.8695652173913, + "FP": 164.17391304347825, + "IoU": 0.15492438851695575, + "TN": 280930.04347826086, + "TP": 57.869565217391305, + "n_pred": 222.04347826086956, + "n_ref": 800.7391304347826 + }, + "2": { + "Dice": 0.16383178711357405, + "FN": 2940.217391304348, + "FP": 217.91304347826087, + "IoU": 0.10938214859168435, + "TN": 278562.4347826087, + "TP": 174.3913043478261, + "n_pred": 392.30434782608694, + "n_ref": 3114.608695652174 + }, + "3": { + "Dice": 0.0, + "FN": 2222.478260869565, + "FP": 903.695652173913, + "IoU": 0.0, + "TN": 278768.7826086957, + "TP": 0.0, + "n_pred": 903.695652173913, + "n_ref": 2222.478260869565 + }, + "4": { + "Dice": 0.0, + "FN": 298.04347826086956, + "FP": 0.0, + "IoU": 0.0, + "TN": 281596.9130434783, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 298.04347826086956 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 11.869565217391305, + "IoU": 0.0, + "TN": 281883.0869565217, + "TP": 0.0, + "n_pred": 11.869565217391305, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.562338494922943, + "FN": 2511.1739130434785, + "FP": 359.04347826086956, + "IoU": 0.46828992138170483, + "TN": 274320.04347826086, + "TP": 4704.695652173913, + "n_pred": 5063.739130434783, + "n_ref": 7215.869565217391 + }, + "7": { + "Dice": 0.3248917231763537, + "FN": 843.5652173913044, + "FP": 2104.478260869565, + "IoU": 0.23164239834294537, + "TN": 277168.60869565216, + "TP": 1778.304347826087, + "n_pred": 3882.782608695652, + "n_ref": 2621.8695652173915 + }, + "8": { + "Dice": 0.40796035033309486, + "FN": 12.608695652173912, + "FP": 187.3913043478261, + "IoU": 0.2893529330952054, + "TN": 281534.347826087, + "TP": 160.6086956521739, + "n_pred": 348.0, + "n_ref": 173.2173913043478 + }, + "9": { + "Dice": 0.34347081185692885, + "FN": 487.5652173913044, + "FP": 69.95652173913044, + "IoU": 0.2077711645616714, + "TN": 281187.7826086957, + "TP": 149.65217391304347, + "n_pred": 219.6086956521739, + "n_ref": 637.2173913043479 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1179, + "IoU": 0.0, + "TN": 349285, + "TP": 0, + "n_pred": 1179, + "n_ref": 0 + }, + "10": { + "Dice": 0.31888661344924146, + "FN": 4041, + "FP": 12256, + "IoU": 0.18968774860779633, + "TN": 330352, + "TP": 3815, + "n_pred": 16071, + "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": 0.08488385312061844, + "FN": 11693, + "FP": 12456, + "IoU": 0.04432308362024615, + "TN": 325195, + "TP": 1120, + "n_pred": 13576, + "n_ref": 12813 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5565617163555308, + "FN": 5549, + "FP": 817, + "IoU": 0.38558054241868545, + "TN": 340103, + "TP": 3995, + "n_pred": 4812, + "n_ref": 9544 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1609, + "IoU": 0.0, + "TN": 348855, + "TP": 0, + "n_pred": 1609, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 6855, + "FP": 0, + "IoU": 0.0, + "TN": 343609, + "TP": 0, + "n_pred": 0, + "n_ref": 6855 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.749912441541853, + "FN": 10936, + "FP": 1203, + "IoU": 0.5998879330235011, + "TN": 320125, + "TP": 18200, + "n_pred": 19403, + "n_ref": 29136 + }, + "7": { + "Dice": 0.5847060863533899, + "FN": 253, + "FP": 2142, + "IoU": 0.4131340357755452, + "TN": 346383, + "TP": 1686, + "n_pred": 3828, + "n_ref": 1939 + }, + "8": { + "Dice": 0.15286624203821655, + "FN": 0, + "FP": 931, + "IoU": 0.08275862068965517, + "TN": 349449, + "TP": 84, + "n_pred": 1015, + "n_ref": 84 + }, + "9": { + "Dice": 0.3746368142197915, + "FN": 6381, + "FP": 937, + "IoU": 0.23049421661409042, + "TN": 340954, + "TP": 2192, + "n_pred": 3129, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 424, + "IoU": 0.0, + "TN": 350040, + "TP": 0, + "n_pred": 424, + "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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.8619447779111644, + "FN": 80, + "FP": 35, + "IoU": 0.7573839662447257, + "TN": 174758, + "TP": 359, + "n_pred": 394, + "n_ref": 439 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.6143475278349427, + "FN": 2818, + "FP": 26416, + "IoU": 0.44336335421466516, + "TN": 122713, + "TP": 23285, + "n_pred": 49701, + "n_ref": 26103 + }, + "15": { + "Dice": 0.09242645524723556, + "FN": 16835, + "FP": 565, + "IoU": 0.04845236793175107, + "TN": 156946, + "TP": 886, + "n_pred": 1451, + "n_ref": 17721 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 214, + "IoU": 0.0, + "TN": 350250, + "TP": 0, + "n_pred": 214, + "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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 13, + "IoU": 0.0, + "TN": 175219, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3041, + "IoU": 0.0, + "TN": 172191, + "TP": 0, + "n_pred": 3041, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 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": 0.27157771869528563, + "FN": 339, + "FP": 10894, + "IoU": 0.1571246342012456, + "TN": 687601, + "TP": 2094, + "n_pred": 12988, + "n_ref": 2433 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 700841, + "TP": 0, + "n_pred": 87, + "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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.8107901574201437, + "FN": 4831, + "FP": 121, + "IoU": 0.6817889731396992, + "TN": 159670, + "TP": 10610, + "n_pred": 10731, + "n_ref": 15441 + }, + "15": { + "Dice": 0.7271241830065359, + "FN": 251, + "FP": 83, + "IoU": 0.5712451861360719, + "TN": 174453, + "TP": 445, + "n_pred": 528, + "n_ref": 696 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0195.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": 0.5244674079898162, + "FN": 10461, + "FP": 2240, + "IoU": 0.3554427810200457, + "TN": 330759, + "TP": 7004, + "n_pred": 9244, + "n_ref": 17465 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.687486568736872, + "FN": 44909, + "FP": 172, + "IoU": 0.5237939303030623, + "TN": 255797, + "TP": 49586, + "n_pred": 49758, + "n_ref": 94495 + }, + "7": { + "Dice": 0.7042638025791156, + "FN": 1022, + "FP": 23677, + "IoU": 0.5435240629851408, + "TN": 296356, + "TP": 29409, + "n_pred": 53086, + "n_ref": 30431 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.5937747173498348, + "FN": 9004, + "FP": 8458, + "IoU": 0.4222472207517205, + "TN": 495472, + "TP": 12762, + "n_pred": 21220, + "n_ref": 21766 + }, + "11": { + "Dice": 0.0, + "FN": 146, + "FP": 0, + "IoU": 0.0, + "TN": 525550, + "TP": 0, + "n_pred": 0, + "n_ref": 146 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 15869, + "FP": 2, + "IoU": 0.0, + "TN": 509825, + "TP": 0, + "n_pred": 2, + "n_ref": 15869 + }, + "14": { + "Dice": 0.0, + "FN": 195, + "FP": 0, + "IoU": 0.0, + "TN": 525501, + "TP": 0, + "n_pred": 0, + "n_ref": 195 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.09876543209876543, + "FN": 251, + "FP": 41, + "IoU": 0.05194805194805195, + "TN": 525388, + "TP": 16, + "n_pred": 57, + "n_ref": 267 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 525669, + "TP": 0, + "n_pred": 27, + "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": 273, + "IoU": 0.0, + "TN": 525423, + "TP": 0, + "n_pred": 273, + "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": 1534, + "IoU": 0.0, + "TN": 524162, + "TP": 0, + "n_pred": 1534, + "n_ref": 0 + }, + "8": { + "Dice": 0.6630544586279732, + "FN": 290, + "FP": 3379, + "IoU": 0.4959472455007556, + "TN": 518417, + "TP": 3610, + "n_pred": 6989, + "n_ref": 3900 + }, + "9": { + "Dice": 0.3123048094940662, + "FN": 4833, + "FP": 672, + "IoU": 0.1850481125092524, + "TN": 518941, + "TP": 1250, + "n_pred": 1922, + "n_ref": 6083 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.20913921360255047, + "FN": 2886, + "FP": 835, + "IoU": 0.11678139093282697, + "TN": 521483, + "TP": 492, + "n_pred": 1327, + "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": 11235, + "FP": 4154, + "IoU": 0.0, + "TN": 510307, + "TP": 0, + "n_pred": 4154, + "n_ref": 11235 + }, + "3": { + "Dice": 0.0, + "FN": 51117, + "FP": 0, + "IoU": 0.0, + "TN": 474579, + "TP": 0, + "n_pred": 0, + "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": 0.8662729062547327, + "FN": 765, + "FP": 3650, + "IoU": 0.7640929735506279, + "TN": 506981, + "TP": 14300, + "n_pred": 17950, + "n_ref": 15065 + }, + "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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.1716171617161716, + "FN": 502, + "FP": 0, + "IoU": 0.09386281588447654, + "TN": 349910, + "TP": 52, + "n_pred": 52, + "n_ref": 554 + }, + "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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.5580564487316899, + "FN": 3329, + "FP": 382, + "IoU": 0.38701684836471756, + "TN": 169178, + "TP": 2343, + "n_pred": 2725, + "n_ref": 5672 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 556, + "FP": 0, + "IoU": 0.0, + "TN": 174676, + "TP": 0, + "n_pred": 0, + "n_ref": 556 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.225, + "FN": 6, + "FP": 56, + "IoU": 0.1267605633802817, + "TN": 175161, + "TP": 9, + "n_pred": 65, + "n_ref": 15 + }, + "7": { + "Dice": 0.33548872694926274, + "FN": 18127, + "FP": 20719, + "IoU": 0.20155389295404094, + "TN": 126580, + "TP": 9806, + "n_pred": 30525, + "n_ref": 27933 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 50590, + "FP": 0, + "IoU": 0.0, + "TN": 124642, + "TP": 0, + "n_pred": 0, + "n_ref": 50590 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 19149, + "IoU": 0.0, + "TN": 156083, + "TP": 0, + "n_pred": 19149, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9364741032227505, + "FN": 559, + "FP": 2928, + "IoU": 0.8805371886669636, + "TN": 146043, + "TP": 25702, + "n_pred": 28630, + "n_ref": 26261 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 331, + "IoU": 0.0, + "TN": 174901, + "TP": 0, + "n_pred": 331, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.23347561695710173, + "FN": 1456.8637681159419, + "FP": 631.0260869565216, + "IoU": 0.1805522320449543, + "TN": 278610.4869565217, + "TP": 1196.5797101449275, + "n_pred": 1827.605797101449, + "n_ref": 2653.44347826087 + }, + "mean": { + "1": { + "Dice": 0.23243465831438684, + "FN": 689.9565217391304, + "FP": 2289.782608695652, + "IoU": 0.17543627715693072, + "TN": 278315.47826086957, + "TP": 599.7391304347826, + "n_pred": 2889.521739130435, + "n_ref": 1289.695652173913 + }, + "10": { + "Dice": 0.2862133539249025, + "FN": 1117.7391304347825, + "FP": 807.4782608695652, + "IoU": 0.20135942385077424, + "TN": 279086.6956521739, + "TP": 883.0434782608696, + "n_pred": 1690.5217391304348, + "n_ref": 2000.7826086956522 + }, + "11": { + "Dice": 0.0, + "FN": 88.0, + "FP": 0.0, + "IoU": 0.0, + "TN": 281806.95652173914, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 88.0 + }, + "12": { + "Dice": 0.0, + "FN": 171.3913043478261, + "FP": 0.0, + "IoU": 0.0, + "TN": 281723.5652173913, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 171.3913043478261 + }, + "13": { + "Dice": 0.0741560175472058, + "FN": 316.2608695652174, + "FP": 220.52173913043478, + "IoU": 0.05007469991242079, + "TN": 281273.652173913, + "TP": 84.52173913043478, + "n_pred": 305.04347826086956, + "n_ref": 400.7826086956522 + }, + "14": { + "Dice": 0.36916050245123294, + "FN": 4085.8260869565215, + "FP": 97.73913043478261, + "IoU": 0.2862083702484732, + "TN": 277466.95652173914, + "TP": 244.43478260869566, + "n_pred": 342.17391304347825, + "n_ref": 4330.260869565217 + }, + "15": { + "Dice": 0.5377434700655237, + "FN": 106.69565217391305, + "FP": 341.1304347826087, + "IoU": 0.36774906390031303, + "TN": 281186.652173913, + "TP": 260.4782608695652, + "n_pred": 601.6086956521739, + "n_ref": 367.17391304347825 + }, + "2": { + "Dice": 0.1509878760664571, + "FN": 891.0, + "FP": 993.7826086956521, + "IoU": 0.10815374718559022, + "TN": 279308.4347826087, + "TP": 701.7391304347826, + "n_pred": 1695.5217391304348, + "n_ref": 1592.7391304347825 + }, + "3": { + "Dice": 0.7560296194038566, + "FN": 1601.9130434782608, + "FP": 215.1304347826087, + "IoU": 0.6426564227225549, + "TN": 277329.6956521739, + "TP": 2748.217391304348, + "n_pred": 2963.3478260869565, + "n_ref": 4350.130434782609 + }, + "4": { + "Dice": 0.0, + "FN": 557.8260869565217, + "FP": 0.0, + "IoU": 0.0, + "TN": 281337.1304347826, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 557.8260869565217 + }, + "5": { + "Dice": 0.05226293103448276, + "FN": 118.04347826086956, + "FP": 22.52173913043478, + "IoU": 0.02835428237357498, + "TN": 281741.73913043475, + "TP": 12.652173913043478, + "n_pred": 35.17391304347826, + "n_ref": 130.69565217391303 + }, + "6": { + "Dice": 0.44391043191192203, + "FN": 4673.173913043478, + "FP": 3013.2608695652175, + "IoU": 0.35454804895022884, + "TN": 264303.0869565217, + "TP": 9905.434782608696, + "n_pred": 12918.695652173914, + "n_ref": 14578.608695652174 + }, + "7": { + "Dice": 0.13770081367632986, + "FN": 5784.565217391304, + "FP": 1318.3478260869565, + "IoU": 0.0992168929164768, + "TN": 272879.0869565217, + "TP": 1912.9565217391305, + "n_pred": 3231.304347826087, + "n_ref": 7697.521739130435 + }, + "8": { + "Dice": 0.46153457996022595, + "FN": 1650.5652173913043, + "FP": 93.78260869565217, + "IoU": 0.3945262514569771, + "TN": 279555.1304347826, + "TP": 595.4782608695652, + "n_pred": 689.2608695652174, + "n_ref": 2246.0434782608695 + }, + "9": { + "Dice": 0.0, + "FN": 0.0, + "FP": 51.91304347826087, + "IoU": 0.0, + "TN": 281843.04347826086, + "TP": 0.0, + "n_pred": 51.91304347826087, + "n_ref": 0.0 + } + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4020, + "IoU": 0.0, + "TN": 346444, + "TP": 0, + "n_pred": 4020, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 214, + "IoU": 0.0, + "TN": 350250, + "TP": 0, + "n_pred": 214, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 81, + "IoU": 0.0, + "TN": 350383, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 19193, + "IoU": 0.0, + "TN": 331271, + "TP": 0, + "n_pred": 19193, + "n_ref": 0 + }, + "3": { + "Dice": 0.765735185769919, + "FN": 13354, + "FP": 4452, + "IoU": 0.6203978084294455, + "TN": 303557, + "TP": 29101, + "n_pred": 33553, + "n_ref": 42455 + }, + "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": 0.7167903205914617, + "FN": 41030, + "FP": 2601, + "IoU": 0.5585917345338661, + "TN": 251619, + "TP": 55214, + "n_pred": 57815, + "n_ref": 96244 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 13782, + "IoU": 0.0, + "TN": 336682, + "TP": 0, + "n_pred": 13782, + "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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 350437, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 808, + "FP": 0, + "IoU": 0.0, + "TN": 349656, + "TP": 0, + "n_pred": 0, + "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": 511, + "IoU": 0.0, + "TN": 348437, + "TP": 0, + "n_pred": 511, + "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": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 350443, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "6": { + "Dice": 0.7653775883069428, + "FN": 2926, + "FP": 156, + "IoU": 0.6199284745344679, + "TN": 342355, + "TP": 5027, + "n_pred": 5183, + "n_ref": 7953 + }, + "7": { + "Dice": 0.06616572740555207, + "FN": 15565, + "FP": 2331, + "IoU": 0.03421478683216406, + "TN": 331934, + "TP": 634, + "n_pred": 2965, + "n_ref": 16199 + }, + "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": 166, + "IoU": 0.0, + "TN": 350298, + "TP": 0, + "n_pred": 166, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.6746516398274114, + "FN": 1161, + "FP": 12638, + "IoU": 0.5090372162527574, + "TN": 322358, + "TP": 14307, + "n_pred": 26945, + "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": 0.5190921228304406, + "FN": 1369, + "FP": 2233, + "IoU": 0.35052289938694553, + "TN": 344918, + "TP": 1944, + "n_pred": 4177, + "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": 0.5030599125739265, + "FN": 138, + "FP": 19188, + "IoU": 0.33605881544592553, + "TN": 321356, + "TP": 9782, + "n_pred": 28970, + "n_ref": 9920 + }, + "7": { + "Dice": 0.23182224138462013, + "FN": 99607, + "FP": 167, + "IoU": 0.131107995367024, + "TN": 235635, + "TP": 15055, + "n_pred": 15222, + "n_ref": 114662 + }, + "8": { + "Dice": 0.7106227106227107, + "FN": 0, + "FP": 79, + "IoU": 0.5511363636363636, + "TN": 350288, + "TP": 97, + "n_pred": 176, + "n_ref": 97 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 663, + "IoU": 0.0, + "TN": 349801, + "TP": 0, + "n_pred": 663, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 38943, + "IoU": 0.0, + "TN": 136289, + "TP": 0, + "n_pred": 38943, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8410178400537058, + "FN": 41084, + "FP": 3438, + "IoU": 0.7256521015756425, + "TN": 12949, + "TP": 117761, + "n_pred": 121199, + "n_ref": 158845 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4168, + "IoU": 0.0, + "TN": 171064, + "TP": 0, + "n_pred": 4168, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7154070828769624, + "FN": 3098, + "FP": 20, + "IoU": 0.5569134574392497, + "TN": 168195, + "TP": 3919, + "n_pred": 3939, + "n_ref": 7017 + }, + "10": { + "Dice": 0.5599095704596835, + "FN": 437, + "FP": 4235, + "IoU": 0.3888016745159602, + "TN": 167588, + "TP": 2972, + "n_pred": 7207, + "n_ref": 3409 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3942, + "FP": 0, + "IoU": 0.0, + "TN": 171290, + "TP": 0, + "n_pred": 0, + "n_ref": 3942 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1535, + "IoU": 0.0, + "TN": 173697, + "TP": 0, + "n_pred": 1535, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 784, + "IoU": 0.0, + "TN": 174448, + "TP": 0, + "n_pred": 784, + "n_ref": 0 + }, + "3": { + "Dice": 0.5291422438702221, + "FN": 22759, + "FP": 55, + "IoU": 0.35975079280442285, + "TN": 139599, + "TP": 12819, + "n_pred": 12874, + "n_ref": 35578 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 175150, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 21719, + "IoU": 0.0, + "TN": 153513, + "TP": 0, + "n_pred": 21719, + "n_ref": 0 + }, + "7": { + "Dice": 0.6490996032149761, + "FN": 6695, + "FP": 3652, + "IoU": 0.48049405030878145, + "TN": 155315, + "TP": 9570, + "n_pred": 13222, + "n_ref": 16265 + }, + "8": { + "Dice": 0.9660986675240238, + "FN": 675, + "FP": 274, + "IoU": 0.934420565268468, + "TN": 160761, + "TP": 13522, + "n_pred": 13796, + "n_ref": 14197 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 175205, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7523468699756237, + "FN": 4656, + "FP": 119, + "IoU": 0.6030096441636182, + "TN": 163204, + "TP": 7253, + "n_pred": 7372, + "n_ref": 11909 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3917233136625084, + "FN": 8115, + "FP": 28, + "IoU": 0.2435671156525778, + "TN": 339699, + "TP": 2622, + "n_pred": 2650, + "n_ref": 10737 + }, + "10": { + "Dice": 0.19650555933741776, + "FN": 23302, + "FP": 1485, + "IoU": 0.10895822848515349, + "TN": 322646, + "TP": 3031, + "n_pred": 4516, + "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": 0.0, + "FN": 4389, + "FP": 0, + "IoU": 0.0, + "TN": 346075, + "TP": 0, + "n_pred": 0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.8946806764078148, + "FN": 4143, + "FP": 989, + "IoU": 0.8094318603787597, + "TN": 323534, + "TP": 21798, + "n_pred": 22787, + "n_ref": 25941 + }, + "7": { + "Dice": 0.70532219211081, + "FN": 11178, + "FP": 4480, + "IoU": 0.544785882489752, + "TN": 316067, + "TP": 18739, + "n_pred": 23219, + "n_ref": 29917 + }, + "8": { + "Dice": 0.1694169416941694, + "FN": 755, + "FP": 0, + "IoU": 0.09254807692307693, + "TN": 349632, + "TP": 77, + "n_pred": 77, + "n_ref": 832 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8686, + "IoU": 0.0, + "TN": 517010, + "TP": 0, + "n_pred": 8686, + "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": 88, + "IoU": 0.0, + "TN": 525608, + "TP": 0, + "n_pred": 88, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.4321346784675373, + "FN": 8761, + "FP": 414, + "IoU": 0.2756197694615506, + "TN": 513030, + "TP": 3491, + "n_pred": 3905, + "n_ref": 12252 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 525662, + "TP": 0, + "n_pred": 34, + "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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 822, + "IoU": 0.0, + "TN": 524874, + "TP": 0, + "n_pred": 822, + "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": 2205, + "IoU": 0.0, + "TN": 523491, + "TP": 0, + "n_pred": 2205, + "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": 0.1567887931034483, + "FN": 2633, + "FP": 497, + "IoU": 0.08506284712072494, + "TN": 522275, + "TP": 291, + "n_pred": 788, + "n_ref": 2924 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1349, + "IoU": 0.0, + "TN": 524347, + "TP": 0, + "n_pred": 1349, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 525679, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 36533, + "FP": 1804, + "IoU": 0.0, + "TN": 487359, + "TP": 0, + "n_pred": 1804, + "n_ref": 36533 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 2024, + "FP": 0, + "IoU": 0.0, + "TN": 348440, + "TP": 0, + "n_pred": 0, + "n_ref": 2024 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.6039515042658284, + "FN": 20493, + "FP": 675, + "IoU": 0.4326149887423609, + "TN": 313156, + "TP": 16140, + "n_pred": 16815, + "n_ref": 36633 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.7299537346297533, + "FN": 9401, + "FP": 1514, + "IoU": 0.5747457825223049, + "TN": 324797, + "TP": 14752, + "n_pred": 16266, + "n_ref": 24153 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 268, + "IoU": 0.0, + "TN": 350196, + "TP": 0, + "n_pred": 268, + "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": 22, + "IoU": 0.0, + "TN": 350442, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7209424476626397, + "FN": 1471, + "FP": 2248, + "IoU": 0.5636512964918456, + "TN": 517173, + "TP": 4804, + "n_pred": 7052, + "n_ref": 6275 + }, + "15": { + "Dice": 0.5377434700655237, + "FN": 2454, + "FP": 7846, + "IoU": 0.36774906390031303, + "TN": 509405, + "TP": 5991, + "n_pred": 13837, + "n_ref": 8445 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0401.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": 624, + "IoU": 0.0, + "TN": 525072, + "TP": 0, + "n_pred": 624, + "n_ref": 0 + }, + "14": { + "Dice": 0.017378557239826214, + "FN": 92503, + "FP": 0, + "IoU": 0.008765444005100674, + "TN": 432375, + "TP": 818, + "n_pred": 818, + "n_ref": 93321 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9732114285714286, + "FN": 731, + "FP": 441, + "IoU": 0.9478206669337964, + "TN": 503235, + "TP": 21289, + "n_pred": 21730, + "n_ref": 22020 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 17935, + "IoU": 0.0, + "TN": 507761, + "TP": 0, + "n_pred": 17935, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1394, + "IoU": 0.0, + "TN": 524302, + "TP": 0, + "n_pred": 1394, + "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": 316, + "IoU": 0.0, + "TN": 525380, + "TP": 0, + "n_pred": 316, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": NaN, + "FN": 1033.0939393939395, + "FP": 866.239393939394, + "IoU": NaN, + "TN": 291949.93333333335, + "TP": 859.0969696969697, + "n_pred": 1725.3363636363642, + "n_ref": 1892.190909090909 + }, + "mean": { + "1": { + "Dice": 0.025286523952737405, + "FN": 5230.772727272727, + "FP": 359.72727272727275, + "IoU": 0.013681104723219498, + "TN": 288651.2272727273, + "TP": 466.6363636363636, + "n_pred": 826.3636363636364, + "n_ref": 5697.409090909091 + }, + "10": { + "Dice": 0.24624730017731059, + "FN": 751.6363636363636, + "FP": 490.27272727272725, + "IoU": 0.17562155789452608, + "TN": 292851.5909090909, + "TP": 614.8636363636364, + "n_pred": 1105.1363636363637, + "n_ref": 1366.5 + }, + "11": { + "Dice": 0.0, + "FN": 160.63636363636363, + "FP": 0.0, + "IoU": 0.0, + "TN": 294547.7272727273, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 160.63636363636363 + }, + "12": { + "Dice": 0.0, + "FN": 341.8181818181818, + "FP": 0.0, + "IoU": 0.0, + "TN": 294366.54545454547, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 341.8181818181818 + }, + "13": { + "Dice": 0.04455611390284757, + "FN": 36.5, + "FP": 125.36363636363636, + "IoU": 0.025070688030160226, + "TN": 294540.45454545453, + "TP": 6.045454545454546, + "n_pred": 131.4090909090909, + "n_ref": 42.54545454545455 + }, + "14": { + "Dice": 0.8176379192437635, + "FN": 253.0909090909091, + "FP": 293.27272727272725, + "IoU": 0.7101702054392658, + "TN": 292123.36363636365, + "TP": 2038.6363636363637, + "n_pred": 2331.909090909091, + "n_ref": 2291.7272727272725 + }, + "15": { + "Dice": 0.25073509756749535, + "FN": 1021.3636363636364, + "FP": 143.54545454545453, + "IoU": 0.1673207277916518, + "TN": 293031.8181818182, + "TP": 511.6363636363636, + "n_pred": 655.1818181818181, + "n_ref": 1533.0 + }, + "2": { + "Dice": 0.12017248687891433, + "FN": 1288.6363636363637, + "FP": 1561.3636363636363, + "IoU": 0.08180065209156179, + "TN": 291323.7272727273, + "TP": 534.6363636363636, + "n_pred": 2096.0, + "n_ref": 1823.2727272727273 + }, + "3": { + "Dice": 0.14669789793244695, + "FN": 3022.090909090909, + "FP": 752.0454545454545, + "IoU": 0.11184037417408972, + "TN": 289531.3181818182, + "TP": 1402.909090909091, + "n_pred": 2154.9545454545455, + "n_ref": 4425.0 + }, + "4": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 294708.36363636365, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 10.818181818181818, + "IoU": 0.0, + "TN": 294697.54545454547, + "TP": 0.0, + "n_pred": 10.818181818181818, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.30697962661939016, + "FN": 1879.8636363636363, + "FP": 6996.681818181818, + "IoU": 0.2639824965478078, + "TN": 279785.5, + "TP": 6046.318181818182, + "n_pred": 13043.0, + "n_ref": 7926.181818181818 + }, + "7": { + "Dice": 0.09698106658302301, + "FN": 1278.5, + "FP": 2142.5, + "IoU": 0.06534712773489948, + "TN": 290468.63636363635, + "TP": 818.7272727272727, + "n_pred": 2961.2272727272725, + "n_ref": 2097.2272727272725 + }, + "8": { + "Dice": 0.48973308664296505, + "FN": 129.36363636363637, + "FP": 37.31818181818182, + "IoU": 0.4066583533563691, + "TN": 294127.5, + "TP": 414.1818181818182, + "n_pred": 451.5, + "n_ref": 543.5454545454545 + }, + "9": { + "Dice": 0.132015065913371, + "FN": 102.13636363636364, + "FP": 80.68181818181819, + "IoU": 0.08230597628272866, + "TN": 294493.6818181818, + "TP": 31.863636363636363, + "n_pred": 112.54545454545455, + "n_ref": 134.0 + } + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.6941952398508869, + "FN": 4238, + "FP": 3227, + "IoU": 0.5316225373321621, + "TN": 159294, + "TP": 8473, + "n_pred": 11700, + "n_ref": 12711 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 42, + "IoU": 0.0, + "TN": 175190, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6404, + "IoU": 0.0, + "TN": 168828, + "TP": 0, + "n_pred": 6404, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1338, + "IoU": 0.0, + "TN": 173894, + "TP": 0, + "n_pred": 1338, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 3534, + "FP": 0, + "IoU": 0.0, + "TN": 171698, + "TP": 0, + "n_pred": 0, + "n_ref": 3534 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.22278056951423786, + "FN": 803, + "FP": 125, + "IoU": 0.12535344015080113, + "TN": 174171, + "TP": 133, + "n_pred": 258, + "n_ref": 936 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0038894454593670813, + "FN": 16903, + "FP": 0, + "IoU": 0.0019485120453471894, + "TN": 158296, + "TP": 33, + "n_pred": 33, + "n_ref": 16936 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10135, + "IoU": 0.0, + "TN": 165097, + "TP": 0, + "n_pred": 10135, + "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": 238, + "IoU": 0.0, + "TN": 174994, + "TP": 0, + "n_pred": 238, + "n_ref": 0 + }, + "6": { + "Dice": 0.933098626176404, + "FN": 5493, + "FP": 1310, + "IoU": 0.8745875195870587, + "TN": 120987, + "TP": 47442, + "n_pred": 48752, + "n_ref": 52935 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 217, + "IoU": 0.0, + "TN": 175015, + "TP": 0, + "n_pred": 217, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 128, + "IoU": 0.0, + "TN": 175104, + "TP": 0, + "n_pred": 128, + "n_ref": 0 + }, + "9": { + "Dice": 0.396045197740113, + "FN": 2109, + "FP": 29, + "IoU": 0.24691792884818597, + "TN": 172393, + "TP": 701, + "n_pred": 730, + "n_ref": 2810 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 219, + "IoU": 0.0, + "TN": 525477, + "TP": 0, + "n_pred": 219, + "n_ref": 0 + }, + "3": { + "Dice": 0.7906010459201949, + "FN": 2753, + "FP": 170, + "IoU": 0.6537140149271413, + "TN": 517255, + "TP": 5518, + "n_pred": 5688, + "n_ref": 8271 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 3011, + "IoU": 0.0, + "TN": 522685, + "TP": 0, + "n_pred": 3011, + "n_ref": 0 + }, + "8": { + "Dice": 0.8498862774829417, + "FN": 50, + "FP": 346, + "IoU": 0.7389584706657878, + "TN": 524179, + "TP": 1121, + "n_pred": 1467, + "n_ref": 1171 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1229, + "IoU": 0.0, + "TN": 699699, + "TP": 0, + "n_pred": 1229, + "n_ref": 0 + }, + "10": { + "Dice": 0.5781669436277643, + "FN": 2248, + "FP": 4352, + "IoU": 0.40663490065629776, + "TN": 689805, + "TP": 4523, + "n_pred": 8875, + "n_ref": 6771 + }, + "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": 0.7001806140878989, + "FN": 2483, + "FP": 4489, + "IoU": 0.5386753126447429, + "TN": 685815, + "TP": 8141, + "n_pred": 12630, + "n_ref": 10624 + }, + "7": { + "Dice": 0.09434991815070191, + "FN": 1070, + "FP": 17187, + "IoU": 0.049510620574760515, + "TN": 681720, + "TP": 951, + "n_pred": 18138, + "n_ref": 2021 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 138, + "FP": 0, + "IoU": 0.0, + "TN": 700790, + "TP": 0, + "n_pred": 0, + "n_ref": 138 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 3248, + "FP": 0, + "IoU": 0.0, + "TN": 347216, + "TP": 0, + "n_pred": 0, + "n_ref": 3248 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.15171914371642442, + "FN": 114697, + "FP": 100, + "IoU": 0.08208662833931699, + "TN": 50169, + "TP": 10266, + "n_pred": 10366, + "n_ref": 124963 + }, + "10": { + "Dice": 0.0, + "FN": 722, + "FP": 0, + "IoU": 0.0, + "TN": 174510, + "TP": 0, + "n_pred": 0, + "n_ref": 722 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 208, + "IoU": 0.0, + "TN": 175024, + "TP": 0, + "n_pred": 208, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 920, + "IoU": 0.0, + "TN": 174312, + "TP": 0, + "n_pred": 920, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 130742, + "IoU": 0.0, + "TN": 44490, + "TP": 0, + "n_pred": 130742, + "n_ref": 0 + }, + "7": { + "Dice": 0.6301035717742716, + "FN": 16613, + "FP": 2494, + "IoU": 0.45996438766569625, + "TN": 139851, + "TP": 16274, + "n_pred": 18768, + "n_ref": 32887 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 350433, + "TP": 0, + "n_pred": 31, + "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": 4476, + "IoU": 0.0, + "TN": 345988, + "TP": 0, + "n_pred": 4476, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2891, + "IoU": 0.0, + "TN": 347573, + "TP": 0, + "n_pred": 2891, + "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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 385, + "IoU": 0.0, + "TN": 525311, + "TP": 0, + "n_pred": 385, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.33693817590798275, + "FN": 416, + "FP": 10191, + "IoU": 0.20260111261464442, + "TN": 512394, + "TP": 2695, + "n_pred": 12886, + "n_ref": 3111 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 380, + "IoU": 0.0, + "TN": 525316, + "TP": 0, + "n_pred": 380, + "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": 26, + "IoU": 0.0, + "TN": 525670, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "7": { + "Dice": 0.1276702269692924, + "FN": 10444, + "FP": 10, + "IoU": 0.06818789553436135, + "TN": 514477, + "TP": 765, + "n_pred": 775, + "n_ref": 11209 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 150, + "IoU": 0.0, + "TN": 350314, + "TP": 0, + "n_pred": 150, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2087, + "IoU": 0.0, + "TN": 348377, + "TP": 0, + "n_pred": 2087, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 1451, + "IoU": 0.0, + "TN": 349013, + "TP": 0, + "n_pred": 1451, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6205522736639648, + "FN": 11031, + "FP": 17, + "IoU": 0.44985559207250275, + "TN": 330382, + "TP": 9034, + "n_pred": 9051, + "n_ref": 20065 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1123, + "IoU": 0.0, + "TN": 349341, + "TP": 0, + "n_pred": 1123, + "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": 0.8225577726908185, + "FN": 33381, + "FP": 28, + "IoU": 0.6985971401506609, + "TN": 239619, + "TP": 77436, + "n_pred": 77464, + "n_ref": 110817 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1701, + "IoU": 0.0, + "TN": 348763, + "TP": 0, + "n_pred": 1701, + "n_ref": 0 + }, + "8": { + "Dice": 0.25934065934065936, + "FN": 7, + "FP": 330, + "IoU": 0.14898989898989898, + "TN": 350068, + "TP": 59, + "n_pred": 389, + "n_ref": 66 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.94108059863664, + "FN": 1330, + "FP": 3225, + "IoU": 0.8887178735463696, + "TN": 134300, + "TP": 36377, + "n_pred": 39602, + "n_ref": 37707 + }, + "15": { + "Dice": 0.5014701951349907, + "FN": 19222, + "FP": 3158, + "IoU": 0.3346414555833036, + "TN": 141596, + "TP": 11256, + "n_pred": 14414, + "n_ref": 30478 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.45246457551168706, + "FN": 11749, + "FP": 1814, + "IoU": 0.2923775238691501, + "TN": 331297, + "TP": 5604, + "n_pred": 7418, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 4851, + "IoU": 0.0, + "TN": 345613, + "TP": 0, + "n_pred": 4851, + "n_ref": 0 + }, + "3": { + "Dice": 0.0180747963612581, + "FN": 16515, + "FP": 0, + "IoU": 0.009119817603647927, + "TN": 333797, + "TP": 152, + "n_pred": 152, + "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": 15673, + "IoU": 0.0, + "TN": 334791, + "TP": 0, + "n_pred": 15673, + "n_ref": 0 + }, + "7": { + "Dice": 0.020705882352941178, + "FN": 0, + "FP": 2081, + "IoU": 0.010461245839277223, + "TN": 348361, + "TP": 22, + "n_pred": 2103, + "n_ref": 22 + }, + "8": { + "Dice": 0.8497054097482593, + "FN": 2789, + "FP": 17, + "IoU": 0.7386850437697895, + "TN": 339726, + "TP": 7932, + "n_pred": 7949, + "n_ref": 10721 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1746, + "IoU": 0.0, + "TN": 348718, + "TP": 0, + "n_pred": 1746, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 175221, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 380, + "FP": 0, + "IoU": 0.0, + "TN": 350084, + "TP": 0, + "n_pred": 0, + "n_ref": 380 + }, + "10": { + "Dice": 0.6930995821017225, + "FN": 1817, + "FP": 1194, + "IoU": 0.5303384807362346, + "TN": 344053, + "TP": 3400, + "n_pred": 4594, + "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": 0.0, + "FN": 0, + "FP": 164, + "IoU": 0.0, + "TN": 350300, + "TP": 0, + "n_pred": 164, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 14388, + "IoU": 0.0, + "TN": 336076, + "TP": 0, + "n_pred": 14388, + "n_ref": 0 + }, + "3": { + "Dice": 0.5116052391105697, + "FN": 47218, + "FP": 884, + "IoU": 0.34372953503601833, + "TN": 277168, + "TP": 25194, + "n_pred": 26078, + "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": 1648, + "IoU": 0.0, + "TN": 348816, + "TP": 0, + "n_pred": 1648, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 20322, + "IoU": 0.0, + "TN": 330142, + "TP": 0, + "n_pred": 20322, + "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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 633, + "IoU": 0.0, + "TN": 349831, + "TP": 0, + "n_pred": 633, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 112, + "IoU": 0.0, + "TN": 350352, + "TP": 0, + "n_pred": 112, + "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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.1921426711219538, + "FN": 1095.0956521739129, + "FP": 576.7739130434783, + "IoU": 0.1501001524215012, + "TN": 241163.64927536232, + "TP": 965.5246376811593, + "n_pred": 1542.2985507246376, + "n_ref": 2060.6202898550723 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 23.608695652173914, + "FP": 511.95652173913044, + "IoU": 0.0, + "TN": 243265.47826086957, + "TP": 0.0, + "n_pred": 511.95652173913044, + "n_ref": 23.608695652173914 + }, + "10": { + "Dice": 0.09132973449377547, + "FN": 862.695652173913, + "FP": 290.0869565217391, + "IoU": 0.06289833080424886, + "TN": 242215.73913043478, + "TP": 432.5217391304348, + "n_pred": 722.6086956521739, + "n_ref": 1295.2173913043478 + }, + "11": { + "Dice": 0.0, + "FN": 27.565217391304348, + "FP": 0.0, + "IoU": 0.0, + "TN": 243773.47826086957, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 27.565217391304348 + }, + "12": { + "Dice": 0.0, + "FN": 19.73913043478261, + "FP": 0.0, + "IoU": 0.0, + "TN": 243781.30434782608, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 19.73913043478261 + }, + "13": { + "Dice": 0.06719840785705014, + "FN": 1187.3478260869565, + "FP": 518.1739130434783, + "IoU": 0.036133257506601776, + "TN": 242002.34782608695, + "TP": 93.17391304347827, + "n_pred": 611.3478260869565, + "n_ref": 1280.5217391304348 + }, + "14": { + "Dice": 0.8271606119982439, + "FN": 1074.7391304347825, + "FP": 187.52173913043478, + "IoU": 0.7066172151450292, + "TN": 238892.04347826086, + "TP": 3646.7391304347825, + "n_pred": 3834.2608695652175, + "n_ref": 4721.478260869565 + }, + "15": { + "Dice": 0.3104363646385575, + "FN": 648.695652173913, + "FP": 706.2608695652174, + "IoU": 0.22417115014809497, + "TN": 241641.91304347827, + "TP": 804.1739130434783, + "n_pred": 1510.4347826086957, + "n_ref": 1452.8695652173913 + }, + "2": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1134.0, + "IoU": 0.0, + "TN": 242667.04347826086, + "TP": 0.0, + "n_pred": 1134.0, + "n_ref": 0.0 + }, + "3": { + "Dice": 0.18576704036291072, + "FN": 1330.7826086956522, + "FP": 60.130434782608695, + "IoU": 0.13836698109618203, + "TN": 240945.69565217392, + "TP": 1464.4347826086957, + "n_pred": 1524.5652173913043, + "n_ref": 2795.217391304348 + }, + "4": { + "Dice": 0.0, + "FN": 599.304347826087, + "FP": 0.0, + "IoU": 0.0, + "TN": 243201.73913043478, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 599.304347826087 + }, + "5": { + "Dice": 0.0, + "FN": 1918.304347826087, + "FP": 0.0, + "IoU": 0.0, + "TN": 241882.73913043478, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1918.304347826087 + }, + "6": { + "Dice": 0.45575759452969367, + "FN": 1859.0434782608695, + "FP": 2504.521739130435, + "IoU": 0.37646099788730136, + "TN": 233951.04347826086, + "TP": 5486.434782608696, + "n_pred": 7990.95652173913, + "n_ref": 7345.478260869565 + }, + "7": { + "Dice": 0.12105046695138298, + "FN": 4388.478260869565, + "FP": 2141.391304347826, + "IoU": 0.07659297728680373, + "TN": 236837.0, + "TP": 434.17391304347825, + "n_pred": 2575.5652173913045, + "n_ref": 4822.652173913043 + }, + "8": { + "Dice": 0.6351185298650285, + "FN": 1601.7826086956522, + "FP": 34.52173913043478, + "IoU": 0.5160594025691851, + "TN": 240186.47826086957, + "TP": 1978.2608695652175, + "n_pred": 2012.7826086956522, + "n_ref": 3580.0434782608695 + }, + "9": { + "Dice": 0.1883213161326637, + "FN": 884.3478260869565, + "FP": 563.0434782608696, + "IoU": 0.11420197387907097, + "TN": 242210.69565217392, + "TP": 142.95652173913044, + "n_pred": 706.0, + "n_ref": 1027.304347826087 + } + }, + "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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 152, + "IoU": 0.0, + "TN": 175080, + "TP": 0, + "n_pred": 152, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 35, + "FP": 0, + "IoU": 0.0, + "TN": 175197, + "TP": 0, + "n_pred": 0, + "n_ref": 35 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4412811387900356, + "FN": 260, + "FP": 54, + "IoU": 0.2831050228310502, + "TN": 174794, + "TP": 124, + "n_pred": 178, + "n_ref": 384 + }, + "7": { + "Dice": 0.1191524153437351, + "FN": 63722, + "FP": 919, + "IoU": 0.06335038326112472, + "TN": 106219, + "TP": 4372, + "n_pred": 5291, + "n_ref": 68094 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.7941265910769364, + "FN": 596, + "FP": 4143, + "IoU": 0.6585488868074069, + "TN": 161353, + "TP": 9140, + "n_pred": 13283, + "n_ref": 9736 + }, + "15": { + "Dice": 0.6174972018509547, + "FN": 12661, + "FP": 10236, + "IoU": 0.4466516832209575, + "TN": 133853, + "TP": 18482, + "n_pred": 28718, + "n_ref": 31143 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3357, + "IoU": 0.0, + "TN": 522339, + "TP": 0, + "n_pred": 3357, + "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": 0.8219080616222236, + "FN": 10536, + "FP": 978, + "IoU": 0.6976603733949531, + "TN": 487613, + "TP": 26569, + "n_pred": 27547, + "n_ref": 37105 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9789, + "IoU": 0.0, + "TN": 515907, + "TP": 0, + "n_pred": 9789, + "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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 543, + "FP": 0, + "IoU": 0.0, + "TN": 174689, + "TP": 0, + "n_pred": 0, + "n_ref": 543 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 175220, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 634, + "FP": 0, + "IoU": 0.0, + "TN": 174598, + "TP": 0, + "n_pred": 0, + "n_ref": 634 + }, + "12": { + "Dice": 0.0, + "FN": 379, + "FP": 0, + "IoU": 0.0, + "TN": 174853, + "TP": 0, + "n_pred": 0, + "n_ref": 379 + }, + "13": { + "Dice": 0.15494137353433834, + "FN": 25, + "FP": 1993, + "IoU": 0.08397639582387653, + "TN": 173029, + "TP": 185, + "n_pred": 2178, + "n_ref": 210 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2810, + "IoU": 0.0, + "TN": 172422, + "TP": 0, + "n_pred": 2810, + "n_ref": 0 + }, + "3": { + "Dice": 0.053864168618266976, + "FN": 244, + "FP": 564, + "IoU": 0.027677496991576414, + "TN": 174401, + "TP": 23, + "n_pred": 587, + "n_ref": 267 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 215, + "FP": 0, + "IoU": 0.0, + "TN": 175017, + "TP": 0, + "n_pred": 0, + "n_ref": 215 + }, + "6": { + "Dice": 0.7045944601094709, + "FN": 2873, + "FP": 689, + "IoU": 0.5439180537772087, + "TN": 167422, + "TP": 4248, + "n_pred": 4937, + "n_ref": 7121 + }, + "7": { + "Dice": 0.5290399522957663, + "FN": 3216, + "FP": 733, + "IoU": 0.35965623479811903, + "TN": 169065, + "TP": 2218, + "n_pred": 2951, + "n_ref": 5434 + }, + "8": { + "Dice": 0.8082042749264047, + "FN": 11751, + "FP": 237, + "IoU": 0.6781399344896096, + "TN": 137986, + "TP": 25258, + "n_pred": 25495, + "n_ref": 37009 + }, + "9": { + "Dice": 0.20282261472154145, + "FN": 5575, + "FP": 3858, + "IoU": 0.11285620238878961, + "TN": 164599, + "TP": 1200, + "n_pred": 5058, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 9978, + "IoU": 0.0, + "TN": 340486, + "TP": 0, + "n_pred": 9978, + "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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5011, + "IoU": 0.0, + "TN": 345453, + "TP": 0, + "n_pred": 5011, + "n_ref": 0 + }, + "10": { + "Dice": 0.5479784069626529, + "FN": 13606, + "FP": 2806, + "IoU": 0.3773899848254932, + "TN": 324104, + "TP": 9948, + "n_pred": 12754, + "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": 0.03345600535296086, + "FN": 7822, + "FP": 3734, + "IoU": 0.01701258931609391, + "TN": 338708, + "TP": 200, + "n_pred": 3934, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8625923584629921, + "FN": 15670, + "FP": 4545, + "IoU": 0.7583845289603901, + "TN": 266798, + "TP": 63451, + "n_pred": 67996, + "n_ref": 79121 + }, + "7": { + "Dice": 0.315894701766078, + "FN": 4090, + "FP": 10281, + "IoU": 0.18757419865453107, + "TN": 332775, + "TP": 3318, + "n_pred": 13599, + "n_ref": 7408 + }, + "8": { + "Dice": 0.6167537241245888, + "FN": 1454, + "FP": 527, + "IoU": 0.4458741258741259, + "TN": 346889, + "TP": 1594, + "n_pred": 2121, + "n_ref": 3048 + }, + "9": { + "Dice": 0.29525779514287903, + "FN": 5768, + "FP": 3431, + "IoU": 0.17319791479417582, + "TN": 339338, + "TP": 1927, + "n_pred": 5358, + "n_ref": 7695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.8601946329195513, + "FN": 24123, + "FP": 170, + "IoU": 0.7546855434826514, + "TN": 76204, + "TP": 74735, + "n_pred": 74905, + "n_ref": 98858 + }, + "15": { + "Dice": 0.0033755274261603376, + "FN": 2259, + "FP": 6008, + "IoU": 0.0016906170752324597, + "TN": 166951, + "TP": 14, + "n_pred": 6022, + "n_ref": 2273 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 1604, + "IoU": 0.0, + "TN": 173628, + "TP": 0, + "n_pred": 1604, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 288, + "IoU": 0.0, + "TN": 174944, + "TP": 0, + "n_pred": 288, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 0, + "FP": 525, + "IoU": 0.0, + "TN": 349939, + "TP": 0, + "n_pred": 525, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 334, + "FP": 0, + "IoU": 0.0, + "TN": 350130, + "TP": 0, + "n_pred": 0, + "n_ref": 334 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.8629032258064516, + "FN": 33, + "FP": 1, + "IoU": 0.7588652482269503, + "TN": 175091, + "TP": 107, + "n_pred": 108, + "n_ref": 140 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": 0.0, + "FN": 6201, + "FP": 3200, + "IoU": 0.0, + "TN": 165831, + "TP": 0, + "n_pred": 3200, + "n_ref": 6201 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.14759466039795147, + "FN": 19462, + "FP": 844, + "IoU": 0.07967730239303844, + "TN": 153168, + "TP": 1758, + "n_pred": 2602, + "n_ref": 21220 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 13784, + "FP": 0, + "IoU": 0.0, + "TN": 161448, + "TP": 0, + "n_pred": 0, + "n_ref": 13784 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8255648874205576, + "FN": 8115, + "FP": 5032, + "IoU": 0.7029463599801166, + "TN": 130974, + "TP": 31111, + "n_pred": 36143, + "n_ref": 39226 + }, + "7": { + "Dice": 0.00431666620548438, + "FN": 29906, + "FP": 6077, + "IoU": 0.0021630015806550014, + "TN": 139171, + "TP": 78, + "n_pred": 6155, + "n_ref": 29984 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.44352617079889806, + "FN": 390, + "FP": 14, + "IoU": 0.2849557522123894, + "TN": 174667, + "TP": 161, + "n_pred": 175, + "n_ref": 551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": 0.0, + "FN": 0, + "FP": 451, + "IoU": 0.0, + "TN": 350013, + "TP": 0, + "n_pred": 451, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 1928, + "IoU": 0.0, + "TN": 348536, + "TP": 0, + "n_pred": 1928, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 7659, + "FP": 0, + "IoU": 0.0, + "TN": 342805, + "TP": 0, + "n_pred": 0, + "n_ref": 7659 + }, + "6": { + "Dice": 0.0009225092250922509, + "FN": 32, + "FP": 10798, + "IoU": 0.00046146746654360867, + "TN": 339629, + "TP": 5, + "n_pred": 10803, + "n_ref": 37 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 17229, + "IoU": 0.0, + "TN": 333235, + "TP": 0, + "n_pred": 17229, + "n_ref": 0 + }, + "8": { + "Dice": 0.214280152612318, + "FN": 20152, + "FP": 30, + "IoU": 0.1199965117293102, + "TN": 327530, + "TP": 2752, + "n_pred": 2782, + "n_ref": 22904 + }, + "9": { + "Dice": 0.0, + "FN": 3055, + "FP": 4303, + "IoU": 0.0, + "TN": 343106, + "TP": 0, + "n_pred": 4303, + "n_ref": 3055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3255, + "IoU": 0.0, + "TN": 347209, + "TP": 0, + "n_pred": 3255, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 203, + "IoU": 0.0, + "TN": 350261, + "TP": 0, + "n_pred": 203, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 3419, + "IoU": 0.0, + "TN": 347045, + "TP": 0, + "n_pred": 3419, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 318, + "IoU": 0.0, + "TN": 350146, + "TP": 0, + "n_pred": 318, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 492, + "IoU": 0.0, + "TN": 349972, + "TP": 0, + "n_pred": 492, + "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": 36247, + "FP": 0, + "IoU": 0.0, + "TN": 314217, + "TP": 0, + "n_pred": 0, + "n_ref": 36247 + }, + "6": { + "Dice": 0.03780930386011217, + "FN": 5239, + "FP": 23925, + "IoU": 0.019268924235800518, + "TN": 320727, + "TP": 573, + "n_pred": 24498, + "n_ref": 5812 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 3936, + "IoU": 0.0, + "TN": 346527, + "TP": 0, + "n_pred": 3936, + "n_ref": 1 + }, + "8": { + "Dice": 0.9012359677968024, + "FN": 3484, + "FP": 0, + "IoU": 0.8202270381836946, + "TN": 331084, + "TP": 15896, + "n_pred": 15896, + "n_ref": 19380 + }, + "9": { + "Dice": 0.0, + "FN": 5552, + "FP": 1344, + "IoU": 0.0, + "TN": 343568, + "TP": 0, + "n_pred": 1344, + "n_ref": 5552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 22429, + "IoU": 0.0, + "TN": 152803, + "TP": 0, + "n_pred": 22429, + "n_ref": 0 + }, + "3": { + "Dice": 0.689203992833376, + "FN": 30030, + "FP": 327, + "IoU": 0.5257904273931517, + "TN": 111216, + "TP": 33659, + "n_pred": 33986, + "n_ref": 63689 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808770/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 1177.2761791831358, + "FP": 633.0420816864295, + "IoU": NaN, + "TN": 274087.9252173913, + "TP": 940.6118577075098, + "n_pred": 1573.6539393939395, + "n_ref": 2117.8880368906457 + }, + "mean": { + "1": { + "Dice": 0.12050825960175945, + "FN": 1949.4328063241107, + "FP": 694.4324110671937, + "IoU": 0.08882892194126245, + "TN": 273171.44545454544, + "TP": 1023.5446640316206, + "n_pred": 1717.9770750988143, + "n_ref": 2972.9774703557314 + }, + "10": { + "Dice": 0.24440152230371073, + "FN": 1130.2055335968378, + "FP": 794.2023715415019, + "IoU": 0.16952199521966557, + "TN": 274018.9877470356, + "TP": 895.4596837944664, + "n_pred": 1689.6620553359685, + "n_ref": 2025.6652173913044 + }, + "11": { + "Dice": 0.0, + "FN": 94.69249011857707, + "FP": 0.0, + "IoU": 0.0, + "TN": 276744.1628458498, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 94.69249011857707 + }, + "12": { + "Dice": NaN, + "FN": 106.87667984189723, + "FP": 0.0, + "IoU": NaN, + "TN": 276731.97865612654, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 106.87667984189723 + }, + "13": { + "Dice": 0.05199851730506664, + "FN": 1113.1434782608696, + "FP": 370.85533596837945, + "IoU": 0.03022561559591482, + "TN": 275290.01264822134, + "TP": 64.84387351778656, + "n_pred": 435.699209486166, + "n_ref": 1177.9873517786561 + }, + "14": { + "Dice": 0.5619005496314571, + "FN": 1197.39209486166, + "FP": 466.2545454545454, + "IoU": 0.4757815873591243, + "TN": 273320.7162055336, + "TP": 1854.4924901185768, + "n_pred": 2320.7470355731225, + "n_ref": 3051.884584980237 + }, + "15": { + "Dice": 0.26076051836700387, + "FN": 503.9249011857707, + "FP": 341.9351778656126, + "IoU": 0.18283306607140312, + "TN": 275666.16363636364, + "TP": 326.8316205533597, + "n_pred": 668.7667984189724, + "n_ref": 830.7565217391304 + }, + "2": { + "Dice": 0.225063858742716, + "FN": 1148.3620553359683, + "FP": 792.490118577075, + "IoU": 0.16953619879293774, + "TN": 274483.9628458498, + "TP": 414.0403162055336, + "n_pred": 1206.5304347826088, + "n_ref": 1562.402371541502 + }, + "3": { + "Dice": 0.22231268294844125, + "FN": 1637.0442687747034, + "FP": 655.0612648221343, + "IoU": 0.18118042055312875, + "TN": 273420.7679841897, + "TP": 1125.9818181818184, + "n_pred": 1781.0430830039525, + "n_ref": 2763.026086956522 + }, + "4": { + "Dice": NaN, + "FN": 318.6086956521739, + "FP": 0.0, + "IoU": NaN, + "TN": 276520.2466403162, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 318.6086956521739 + }, + "5": { + "Dice": 0.010452586206896552, + "FN": 456.295652173913, + "FP": 9.041897233201581, + "IoU": 0.005670856474714997, + "TN": 276370.98735177866, + "TP": 2.5304347826086957, + "n_pred": 11.572332015810277, + "n_ref": 458.8260869565218 + }, + "6": { + "Dice": 0.40465335205894004, + "FN": 2324.303162055336, + "FP": 3320.3102766798415, + "IoU": 0.3344251346471725, + "TN": 264720.96086956526, + "TP": 6473.281027667984, + "n_pred": 9793.591304347825, + "n_ref": 8797.58418972332 + }, + "7": { + "Dice": 0.15173108788076806, + "FN": 4003.6391304347826, + "FP": 1563.1608695652171, + "IoU": 0.10355744417928273, + "TN": 270055.21422924905, + "TP": 1216.8411067193676, + "n_pred": 2780.001976284585, + "n_ref": 5220.48023715415 + }, + "8": { + "Dice": 0.4067117960625354, + "FN": 1020.4205533596838, + "FP": 334.7679841897233, + "IoU": 0.32558778170394886, + "TN": 274837.2304347826, + "TP": 646.4363636363636, + "n_pred": 981.204347826087, + "n_ref": 1666.8569169960476 + }, + "9": { + "Dice": 0.1327614387805927, + "FN": 654.801185770751, + "FP": 153.11897233201583, + "IoU": 0.0808558229446942, + "TN": 275966.04071146244, + "TP": 64.89446640316206, + "n_pred": 218.01343873517786, + "n_ref": 719.6956521739131 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_008/summary.json b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_008/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..becde021781dde9183fdb41e5a4f948ca107bfbd --- /dev/null +++ b/nnActive_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/loop_008/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.3624079755871018, + "FN": 69713.132, + "FP": 49311.334666666684, + "IoU": 0.2684138409045588, + "TN": 96221058.97466668, + "TP": 116877.39866666669, + "n_pred": 166188.73333333334, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.5832835408853996, + "FN": 94509.3, + "FP": 39330.5, + "IoU": 0.4422166758225633, + "TN": 96223342.2, + "TP": 99778.84, + "n_pred": 139109.34, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.47869479730353937, + "FN": 35071.3, + "FP": 44041.4, + "IoU": 0.3300843252547044, + "TN": 96338696.88, + "TP": 39151.26, + "n_pred": 83192.66, + "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": 0.14612610112376184, + "FN": 51805.36, + "FP": 13405.56, + "IoU": 0.08350716146792139, + "TN": 96385697.14, + "TP": 6052.78, + "n_pred": 19458.34, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.5941526783040035, + "FN": 69113.46, + "FP": 27855.5, + "IoU": 0.46538688420678787, + "TN": 96290747.2, + "TP": 69244.68, + "n_pred": 97100.18, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.4031800993482653, + "FN": 42889.44, + "FP": 1661.18, + "IoU": 0.290942480749717, + "TN": 96401252.62, + "TP": 11157.6, + "n_pred": 12818.78, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.47124375866997753, + "FN": 92112.96, + "FP": 38727.4, + "IoU": 0.3256965658967265, + "TN": 96261391.74, + "TP": 64728.74, + "n_pred": 103456.14, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.4763929391749806, + "FN": 77286.8, + "FP": 57077.96, + "IoU": 0.3462356286268758, + "TN": 96236480.3, + "TP": 86115.78, + "n_pred": 143193.74, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.0063027072604963305, + "FN": 26510.52, + "FP": 34.56, + "IoU": 0.0034320005336100396, + "TN": 96430348.78, + "TP": 66.98, + "n_pred": 101.54, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.06102349538665735, + "FN": 16566.58, + "FP": 233.4, + "IoU": 0.03490430248601024, + "TN": 96439575.28, + "TP": 585.58, + "n_pred": 818.98, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8065419642253719, + "FN": 213274.76, + "FP": 355304.2, + "IoU": 0.6858158441506488, + "TN": 94742433.02, + "TP": 1145948.86, + "n_pred": 1501253.06, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.44714018818807894, + "FN": 198644.8, + "FP": 141765.64, + "IoU": 0.3039854515873839, + "TN": 95976270.54, + "TP": 140279.86, + "n_pred": 282045.5, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.7148453494790644, + "FN": 53813.98, + "FP": 16871.46, + "IoU": 0.5649810007233351, + "TN": 96307720.2, + "TP": 78555.2, + "n_pred": 95426.66, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.24719201445693084, + "FN": 66160.68, + "FP": 3361.26, + "IoU": 0.14901929206209685, + "TN": 96375944.08, + "TP": 11494.82, + "n_pred": 14856.08, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.6430382978723405, + "FN": 17133, + "FP": 66753, + "IoU": 0.47388094805040043, + "TN": 119433877, + "TP": 75557, + "n_pred": 142310, + "n_ref": 92690 + }, + "10": { + "Dice": 0.605106079963139, + "FN": 31997, + "FP": 24568, + "IoU": 0.43380078676316025, + "TN": 119493417, + "TP": 43338, + "n_pred": 67906, + "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": 0.2394771905335956, + "FN": 43321, + "FP": 16612, + "IoU": 0.13602617884069254, + "TN": 119523951, + "TP": 9436, + "n_pred": 26048, + "n_ref": 52757 + }, + "14": { + "Dice": 0.34441131078500614, + "FN": 194819, + "FP": 5681, + "IoU": 0.20802951423176888, + "TN": 119340154, + "TP": 52666, + "n_pred": 58347, + "n_ref": 247485 + }, + "15": { + "Dice": 0.3457821622709885, + "FN": 25993, + "FP": 3, + "IoU": 0.20903060914014482, + "TN": 119560454, + "TP": 6870, + "n_pred": 6873, + "n_ref": 32863 + }, + "2": { + "Dice": 0.6680631712977224, + "FN": 59473, + "FP": 21342, + "IoU": 0.5015727149377082, + "TN": 119431180, + "TP": 81325, + "n_pred": 102667, + "n_ref": 140798 + }, + "3": { + "Dice": 0.7742158599674013, + "FN": 33816, + "FP": 45835, + "IoU": 0.631608645178597, + "TN": 119377107, + "TP": 136562, + "n_pred": 182397, + "n_ref": 170378 + }, + "4": { + "Dice": 0.0, + "FN": 77704, + "FP": 0, + "IoU": 0.0, + "TN": 119515616, + "TP": 0, + "n_pred": 0, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 15, + "IoU": 0.0, + "TN": 119529041, + "TP": 0, + "n_pred": 15, + "n_ref": 64264 + }, + "6": { + "Dice": 0.8210377754078203, + "FN": 255796, + "FP": 147946, + "IoU": 0.6964071946341023, + "TN": 118263440, + "TP": 926138, + "n_pred": 1074084, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 214561, + "IoU": 0.0, + "TN": 119378759, + "TP": 0, + "n_pred": 214561, + "n_ref": 0 + }, + "8": { + "Dice": 0.6174026662450769, + "FN": 153726, + "FP": 10836, + "IoU": 0.44655276787515974, + "TN": 119295980, + "TP": 132778, + "n_pred": 143614, + "n_ref": 286504 + }, + "9": { + "Dice": 0.2961786557309286, + "FN": 62920, + "FP": 1783, + "IoU": 0.17383199050014683, + "TN": 119515003, + "TP": 13614, + "n_pred": 15397, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8277437345283577, + "FN": 45783, + "FP": 13643, + "IoU": 0.706111589171439, + "TN": 72623454, + "TP": 142780, + "n_pred": 156423, + "n_ref": 188563 + }, + "10": { + "Dice": 0.3853676573716355, + "FN": 38227, + "FP": 58183, + "IoU": 0.23867207858868866, + "TN": 72699026, + "TP": 30224, + "n_pred": 88407, + "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": 0.4055418940802495, + "FN": 33279, + "FP": 16278, + "IoU": 0.2543446532552926, + "TN": 72759199, + "TP": 16904, + "n_pred": 33182, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7742137694559542, + "FN": 15134, + "FP": 20885, + "IoU": 0.6316058625591933, + "TN": 72727887, + "TP": 61754, + "n_pred": 82639, + "n_ref": 76888 + }, + "15": { + "Dice": 0.6711539362516202, + "FN": 20993, + "FP": 64, + "IoU": 0.5050652250558233, + "TN": 72783115, + "TP": 21488, + "n_pred": 21552, + "n_ref": 42481 + }, + "2": { + "Dice": 0.6050884422424087, + "FN": 29165, + "FP": 110082, + "IoU": 0.43378265731422183, + "TN": 72579735, + "TP": 106678, + "n_pred": 216760, + "n_ref": 135843 + }, + "3": { + "Dice": 0.23885848318999217, + "FN": 108206, + "FP": 12508, + "IoU": 0.13562708102108767, + "TN": 72686005, + "TP": 18941, + "n_pred": 31449, + "n_ref": 127147 + }, + "4": { + "Dice": 0.003547934067558578, + "FN": 26962, + "FP": 0, + "IoU": 0.0017771195853387633, + "TN": 72798650, + "TP": 48, + "n_pred": 48, + "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": 0.8846412464124641, + "FN": 128967, + "FP": 152393, + "IoU": 0.793145024923172, + "TN": 71465480, + "TP": 1078820, + "n_pred": 1231213, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.5600318420477188, + "FN": 124912, + "FP": 54159, + "IoU": 0.3889196014196014, + "TN": 72532620, + "TP": 113969, + "n_pred": 168128, + "n_ref": 238881 + }, + "8": { + "Dice": 0.8288696527818122, + "FN": 15392, + "FP": 2282, + "IoU": 0.7077518354388518, + "TN": 72765184, + "TP": 42802, + "n_pred": 45084, + "n_ref": 58194 + }, + "9": { + "Dice": 0.4073123612352585, + "FN": 56796, + "FP": 4869, + "IoU": 0.25573901079006445, + "TN": 72742806, + "TP": 21189, + "n_pred": 26058, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4662445928616957, + "FN": 167508, + "FP": 44355, + "IoU": 0.30398888290253484, + "TN": 71505092, + "TP": 92533, + "n_pred": 136888, + "n_ref": 260041 + }, + "10": { + "Dice": 0.6458234296265531, + "FN": 29187, + "FP": 41592, + "IoU": 0.476912275515483, + "TN": 71674178, + "TP": 64531, + "n_pred": 106123, + "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": 0.22366995200990764, + "FN": 55232, + "FP": 4946, + "IoU": 0.12591688817232413, + "TN": 71740641, + "TP": 8669, + "n_pred": 13615, + "n_ref": 63901 + }, + "14": { + "Dice": 0.5974411338604667, + "FN": 299689, + "FP": 130, + "IoU": 0.4259651044129726, + "TN": 71287187, + "TP": 222482, + "n_pred": 222612, + "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": 0.6092165501624496, + "FN": 47869, + "FP": 79145, + "IoU": 0.4380383950021901, + "TN": 71583469, + "TP": 99005, + "n_pred": 178150, + "n_ref": 146874 + }, + "3": { + "Dice": 0.46662312492457103, + "FN": 119266, + "FP": 30998, + "IoU": 0.30431078784960625, + "TN": 71593495, + "TP": 65729, + "n_pred": 96727, + "n_ref": 184995 + }, + "4": { + "Dice": 0.0, + "FN": 13975, + "FP": 0, + "IoU": 0.0, + "TN": 71795513, + "TP": 0, + "n_pred": 0, + "n_ref": 13975 + }, + "5": { + "Dice": 0.01344473254585614, + "FN": 10273, + "FP": 0, + "IoU": 0.006767862322343614, + "TN": 71799145, + "TP": 70, + "n_pred": 70, + "n_ref": 10343 + }, + "6": { + "Dice": 0.8437224790383739, + "FN": 105726, + "FP": 317499, + "IoU": 0.7296885598335306, + "TN": 70243794, + "TP": 1142469, + "n_pred": 1459968, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7682964278600358, + "FN": 49999, + "FP": 61671, + "IoU": 0.623767313206047, + "TN": 71512677, + "TP": 185141, + "n_pred": 246812, + "n_ref": 235140 + }, + "8": { + "Dice": 0.7858903116694854, + "FN": 16179, + "FP": 19269, + "IoU": 0.6472976199952241, + "TN": 71708984, + "TP": 65056, + "n_pred": 84325, + "n_ref": 81235 + }, + "9": { + "Dice": 0.28333110393457034, + "FN": 73329, + "FP": 1679, + "IoU": 0.16504703066733456, + "TN": 71719653, + "TP": 14827, + "n_pred": 16506, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8464732968437776, + "FN": 43691, + "FP": 18158, + "IoU": 0.7338133521553505, + "TN": 135213158, + "TP": 170503, + "n_pred": 188661, + "n_ref": 214194 + }, + "10": { + "Dice": 0.5464405442713469, + "FN": 49112, + "FP": 10688, + "IoU": 0.3759327092660426, + "TN": 135349687, + "TP": 36023, + "n_pred": 46711, + "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": 0.07335243553008595, + "FN": 38653, + "FP": 9857, + "IoU": 0.0380725758477097, + "TN": 135395080, + "TP": 1920, + "n_pred": 11777, + "n_ref": 40573 + }, + "14": { + "Dice": 0.820843425958686, + "FN": 22374, + "FP": 30288, + "IoU": 0.6961275915592922, + "TN": 135272207, + "TP": 120641, + "n_pred": 150929, + "n_ref": 143015 + }, + "15": { + "Dice": 0.42631285599706364, + "FN": 35619, + "FP": 6582, + "IoU": 0.27090064097026656, + "TN": 135387629, + "TP": 15680, + "n_pred": 22262, + "n_ref": 51299 + }, + "2": { + "Dice": 0.2643749750469118, + "FN": 176430, + "FP": 7822, + "IoU": 0.15232263377514826, + "TN": 135228149, + "TP": 33109, + "n_pred": 40931, + "n_ref": 209539 + }, + "3": { + "Dice": 0.6727864123906534, + "FN": 52395, + "FP": 117314, + "IoU": 0.5069164591680492, + "TN": 135101331, + "TP": 174470, + "n_pred": 291784, + "n_ref": 226865 + }, + "4": { + "Dice": 0.0, + "FN": 36841, + "FP": 0, + "IoU": 0.0, + "TN": 135408669, + "TP": 0, + "n_pred": 0, + "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": 0.8775181809978668, + "FN": 296037, + "FP": 85384, + "IoU": 0.7817660528149714, + "TN": 133697748, + "TP": 1366341, + "n_pred": 1451725, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.5017788558220598, + "FN": 97915, + "FP": 102762, + "IoU": 0.33491641589224874, + "TN": 135143778, + "TP": 101055, + "n_pred": 203817, + "n_ref": 198970 + }, + "8": { + "Dice": 0.5139479916425931, + "FN": 179059, + "FP": 30078, + "IoU": 0.3458479169990022, + "TN": 135125803, + "TP": 110570, + "n_pred": 140648, + "n_ref": 289629 + }, + "9": { + "Dice": 0.010501750291715286, + "FN": 97512, + "FP": 856, + "IoU": 0.005278592375366569, + "TN": 135346620, + "TP": 522, + "n_pred": 1378, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.20806366408299068, + "FN": 222539, + "FP": 33810, + "IoU": 0.11611108046230657, + "TN": 105463981, + "TP": 33675, + "n_pred": 67485, + "n_ref": 256214 + }, + "10": { + "Dice": 0.20262396682042852, + "FN": 43288, + "FP": 92061, + "IoU": 0.11273320834371271, + "TN": 105601459, + "TP": 17197, + "n_pred": 109258, + "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": 0.15953248330297512, + "FN": 71443, + "FP": 28223, + "IoU": 0.08668041237113402, + "TN": 105644880, + "TP": 9459, + "n_pred": 37682, + "n_ref": 80902 + }, + "14": { + "Dice": 0.8113613061556351, + "FN": 61185, + "FP": 1922, + "IoU": 0.6825970838383889, + "TN": 105555182, + "TP": 135716, + "n_pred": 137638, + "n_ref": 196901 + }, + "15": { + "Dice": 0.7441277034819026, + "FN": 9542, + "FP": 3105, + "IoU": 0.5925186068241132, + "TN": 105722968, + "TP": 18390, + "n_pred": 21495, + "n_ref": 27932 + }, + "2": { + "Dice": 0.5979853954114661, + "FN": 83611, + "FP": 9539, + "IoU": 0.42651866353914636, + "TN": 105591576, + "TP": 69279, + "n_pred": 78818, + "n_ref": 152890 + }, + "3": { + "Dice": 0.7386248577781025, + "FN": 29938, + "FP": 70222, + "IoU": 0.5855711223839591, + "TN": 105512323, + "TP": 141522, + "n_pred": 211744, + "n_ref": 171460 + }, + "4": { + "Dice": 0.0, + "FN": 40854, + "FP": 0, + "IoU": 0.0, + "TN": 105713151, + "TP": 0, + "n_pred": 0, + "n_ref": 40854 + }, + "5": { + "Dice": 0.0, + "FN": 12365, + "FP": 455, + "IoU": 0.0, + "TN": 105741185, + "TP": 0, + "n_pred": 455, + "n_ref": 12365 + }, + "6": { + "Dice": 0.7985527159637509, + "FN": 177509, + "FP": 508196, + "IoU": 0.6646589713707802, + "TN": 103709206, + "TP": 1359094, + "n_pred": 1867290, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.5680143295027292, + "FN": 81125, + "FP": 203700, + "IoU": 0.3966620205811702, + "TN": 105281923, + "TP": 187257, + "n_pred": 390957, + "n_ref": 268382 + }, + "8": { + "Dice": 0.7774349566377585, + "FN": 23407, + "FP": 13959, + "IoU": 0.6359047813928108, + "TN": 105651378, + "TP": 65261, + "n_pred": 79220, + "n_ref": 88668 + }, + "9": { + "Dice": 0.45181176925306793, + "FN": 51428, + "FP": 5304, + "IoU": 0.29183258229206976, + "TN": 105673894, + "TP": 23379, + "n_pred": 28683, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.778734853820178, + "FN": 80757, + "FP": 17267, + "IoU": 0.6376460150820642, + "TN": 96867360, + "TP": 172496, + "n_pred": 189763, + "n_ref": 253253 + }, + "10": { + "Dice": 0.6319614215728571, + "FN": 13697, + "FP": 101470, + "IoU": 0.4619470763020687, + "TN": 96923836, + "TP": 98877, + "n_pred": 200347, + "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": 0.27723425885583763, + "FN": 39398, + "FP": 15345, + "IoU": 0.16092394469820054, + "TN": 97072638, + "TP": 10499, + "n_pred": 25844, + "n_ref": 49897 + }, + "14": { + "Dice": 0.562404046607088, + "FN": 160062, + "FP": 2406, + "IoU": 0.39121148420023155, + "TN": 96871009, + "TP": 104403, + "n_pred": 106809, + "n_ref": 264465 + }, + "15": { + "Dice": 0.5659865661757749, + "FN": 13398, + "FP": 365, + "IoU": 0.39468707393235697, + "TN": 97115143, + "TP": 8974, + "n_pred": 9339, + "n_ref": 22372 + }, + "2": { + "Dice": 0.28303557979091976, + "FN": 114516, + "FP": 4475, + "IoU": 0.16484650261794803, + "TN": 96995402, + "TP": 23487, + "n_pred": 27962, + "n_ref": 138003 + }, + "3": { + "Dice": 0.5604205643264297, + "FN": 56017, + "FP": 104695, + "IoU": 0.3892946442821423, + "TN": 96874722, + "TP": 102446, + "n_pred": 207141, + "n_ref": 158463 + }, + "4": { + "Dice": 0.0, + "FN": 27496, + "FP": 0, + "IoU": 0.0, + "TN": 97110384, + "TP": 0, + "n_pred": 0, + "n_ref": 27496 + }, + "5": { + "Dice": 0.02576902320561252, + "FN": 14442, + "FP": 0, + "IoU": 0.013052689127314974, + "TN": 97123247, + "TP": 191, + "n_pred": 191, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8385201898154169, + "FN": 114114, + "FP": 419798, + "IoU": 0.7219412532725461, + "TN": 95217739, + "TP": 1386229, + "n_pred": 1806027, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.762703313472788, + "FN": 71324, + "FP": 42502, + "IoU": 0.6164271849894861, + "TN": 96841128, + "TP": 182926, + "n_pred": 225428, + "n_ref": 254250 + }, + "8": { + "Dice": 0.8504394647240479, + "FN": 20654, + "FP": 17122, + "IoU": 0.7397952857871027, + "TN": 96992702, + "TP": 107402, + "n_pred": 124524, + "n_ref": 128056 + }, + "9": { + "Dice": 0.43511631996524364, + "FN": 47548, + "FP": 7061, + "IoU": 0.2780502637458521, + "TN": 97062239, + "TP": 21032, + "n_pred": 28093, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.762363850456285, + "FN": 28483, + "FP": 61929, + "IoU": 0.615983825890468, + "TN": 130531354, + "TP": 145026, + "n_pred": 206955, + "n_ref": 173509 + }, + "10": { + "Dice": 0.38468596695301605, + "FN": 50626, + "FP": 34539, + "IoU": 0.23814933757950388, + "TN": 130655005, + "TP": 26622, + "n_pred": 61161, + "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": 0.0009198885311544601, + "FN": 61333, + "FP": 12521, + "IoU": 0.00046015591165006497, + "TN": 130692904, + "TP": 34, + "n_pred": 12555, + "n_ref": 61367 + }, + "14": { + "Dice": 0.7701455307001748, + "FN": 43956, + "FP": 24970, + "IoU": 0.6262086693384382, + "TN": 130582395, + "TP": 115471, + "n_pred": 140441, + "n_ref": 159427 + }, + "15": { + "Dice": 0.751204454918973, + "FN": 10781, + "FP": 1148, + "IoU": 0.6015431892577995, + "TN": 130736854, + "TP": 18009, + "n_pred": 19157, + "n_ref": 28790 + }, + "2": { + "Dice": 0.6333074432767188, + "FN": 74193, + "FP": 32505, + "IoU": 0.46338691182683217, + "TN": 130567956, + "TP": 92138, + "n_pred": 124643, + "n_ref": 166331 + }, + "3": { + "Dice": 0.45654095796528715, + "FN": 105631, + "FP": 38215, + "IoU": 0.2957907826069928, + "TN": 130562526, + "TP": 60420, + "n_pred": 98635, + "n_ref": 166051 + }, + "4": { + "Dice": 0.0, + "FN": 29936, + "FP": 0, + "IoU": 0.0, + "TN": 130736856, + "TP": 0, + "n_pred": 0, + "n_ref": 29936 + }, + "5": { + "Dice": 0.16420092392257762, + "FN": 28501, + "FP": 85, + "IoU": 0.0894438427725043, + "TN": 130735398, + "TP": 2808, + "n_pred": 2893, + "n_ref": 31309 + }, + "6": { + "Dice": 0.8444059783240541, + "FN": 225851, + "FP": 183679, + "IoU": 0.7307116188602473, + "TN": 129246006, + "TP": 1111256, + "n_pred": 1294935, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.4509485003733481, + "FN": 284607, + "FP": 107312, + "IoU": 0.2911126586056271, + "TN": 130213927, + "TP": 160946, + "n_pred": 268258, + "n_ref": 445553 + }, + "8": { + "Dice": 0.6714521896672847, + "FN": 103098, + "FP": 21304, + "IoU": 0.5054031058913335, + "TN": 130515270, + "TP": 127120, + "n_pred": 148424, + "n_ref": 230218 + }, + "9": { + "Dice": 0.13964321825798065, + "FN": 94295, + "FP": 1005, + "IoU": 0.07506260069491624, + "TN": 130663758, + "TP": 7734, + "n_pred": 8739, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5105460856629269, + "FN": 97886, + "FP": 99523, + "IoU": 0.34277400646542394, + "TN": 71935641, + "TP": 102958, + "n_pred": 202481, + "n_ref": 200844 + }, + "10": { + "Dice": 0.17170035087288077, + "FN": 48692, + "FP": 86103, + "IoU": 0.09391258755360768, + "TN": 72087242, + "TP": 13971, + "n_pred": 100074, + "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": 0.1698127445801576, + "FN": 62562, + "FP": 14447, + "IoU": 0.09278435530423514, + "TN": 72151123, + "TP": 7876, + "n_pred": 22323, + "n_ref": 70438 + }, + "14": { + "Dice": 0.20026054450024544, + "FN": 42024, + "FP": 212130, + "IoU": 0.11127196433254655, + "TN": 71950033, + "TP": 31821, + "n_pred": 243951, + "n_ref": 73845 + }, + "15": { + "Dice": 0.5705719773270249, + "FN": 16136, + "FP": 2198, + "IoU": 0.3991610408337157, + "TN": 72205494, + "TP": 12180, + "n_pred": 14378, + "n_ref": 28316 + }, + "2": { + "Dice": 0.04941947008038106, + "FN": 123892, + "FP": 7021, + "IoU": 0.025335775335775336, + "TN": 72101692, + "TP": 3403, + "n_pred": 10424, + "n_ref": 127295 + }, + "3": { + "Dice": 0.6361073721838523, + "FN": 52935, + "FP": 78995, + "IoU": 0.466391092092331, + "TN": 71988767, + "TP": 115311, + "n_pred": 194306, + "n_ref": 168246 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 72236008, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.45962505715592133, + "FN": 5714, + "FP": 195, + "IoU": 0.29838518166706246, + "TN": 72227586, + "TP": 2513, + "n_pred": 2708, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6551426876043775, + "FN": 173103, + "FP": 1236234, + "IoU": 0.4871466151582715, + "TN": 69487977, + "TP": 1338694, + "n_pred": 2574928, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.3373820311284122, + "FN": 164752, + "FP": 520719, + "IoU": 0.20292216098048793, + "TN": 71376028, + "TP": 174509, + "n_pred": 695228, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8144096567333082, + "FN": 13604, + "FP": 10996, + "IoU": 0.6869233216671969, + "TN": 72157433, + "TP": 53975, + "n_pred": 64971, + "n_ref": 67579 + }, + "9": { + "Dice": 0.0040680473372781065, + "FN": 49510, + "FP": 4350, + "IoU": 0.0020381693533444508, + "TN": 72182038, + "TP": 110, + "n_pred": 4460, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.009783306403417517, + "FN": 87887, + "FP": 135798, + "IoU": 0.004915699096934917, + "TN": 52328330, + "TP": 1105, + "n_pred": 136903, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0015214267602062378, + "FN": 47148, + "FP": 104, + "IoU": 0.0007612925054982237, + "TN": 52505832, + "TP": 36, + "n_pred": 140, + "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": 0.06738273703732324, + "FN": 20743, + "FP": 3395, + "IoU": 0.034866053578568576, + "TN": 52528110, + "TP": 872, + "n_pred": 4267, + "n_ref": 21615 + }, + "14": { + "Dice": 0.028769625816012365, + "FN": 54711, + "FP": 21314, + "IoU": 0.014594755738746095, + "TN": 52475969, + "TP": 1126, + "n_pred": 22440, + "n_ref": 55837 + }, + "15": { + "Dice": 0.004973945997157745, + "FN": 25206, + "FP": 0, + "IoU": 0.002493173453638846, + "TN": 52527851, + "TP": 63, + "n_pred": 63, + "n_ref": 25269 + }, + "2": { + "Dice": 0.4655954944508862, + "FN": 78860, + "FP": 50188, + "IoU": 0.3034372571033768, + "TN": 52367856, + "TP": 56216, + "n_pred": 106404, + "n_ref": 135076 + }, + "3": { + "Dice": 0.00011180914179495601, + "FN": 143085, + "FP": 0, + "IoU": 5.590769639325473e-05, + "TN": 52410027, + "TP": 8, + "n_pred": 8, + "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": 0.1672737869736267, + "FN": 5708, + "FP": 7, + "IoU": 0.0912704722531404, + "TN": 52546831, + "TP": 574, + "n_pred": 581, + "n_ref": 6282 + }, + "6": { + "Dice": 0.7454215782763326, + "FN": 239615, + "FP": 124591, + "IoU": 0.5941610068920177, + "TN": 51655705, + "TP": 533209, + "n_pred": 657800, + "n_ref": 772824 + }, + "7": { + "Dice": 0.22723343481038824, + "FN": 165857, + "FP": 19192, + "IoU": 0.12818012211668928, + "TN": 52340864, + "TP": 27207, + "n_pred": 46399, + "n_ref": 193064 + }, + "8": { + "Dice": 0.62953709171853, + "FN": 24887, + "FP": 15888, + "IoU": 0.459360912224874, + "TN": 52477700, + "TP": 34645, + "n_pred": 50533, + "n_ref": 59532 + }, + "9": { + "Dice": 0.08032594663097678, + "FN": 74699, + "FP": 2950, + "IoU": 0.041843534057255674, + "TN": 52472080, + "TP": 3391, + "n_pred": 6341, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5287655607304298, + "FN": 161535, + "FP": 72292, + "IoU": 0.35940265304892416, + "TN": 143772236, + "TP": 131187, + "n_pred": 203479, + "n_ref": 292722 + }, + "10": { + "Dice": 0.5715910048008086, + "FN": 43987, + "FP": 37397, + "IoU": 0.40015920280668654, + "TN": 144001574, + "TP": 54292, + "n_pred": 91689, + "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": 0.02844405268421677, + "FN": 102623, + "FP": 12007, + "IoU": 0.014427210510025107, + "TN": 144020942, + "TP": 1678, + "n_pred": 13685, + "n_ref": 104301 + }, + "14": { + "Dice": 0.5503552115364224, + "FN": 254380, + "FP": 56, + "IoU": 0.37964832206910676, + "TN": 143727102, + "TP": 155712, + "n_pred": 155768, + "n_ref": 410092 + }, + "15": { + "Dice": 0.1914329461851589, + "FN": 20103, + "FP": 1548, + "IoU": 0.10584785661187743, + "TN": 144113036, + "TP": 2563, + "n_pred": 4111, + "n_ref": 22666 + }, + "2": { + "Dice": 0.43661928128476885, + "FN": 88787, + "FP": 38310, + "IoU": 0.2792789216714773, + "TN": 143960903, + "TP": 49250, + "n_pred": 87560, + "n_ref": 138037 + }, + "3": { + "Dice": 0.6653454591979279, + "FN": 46789, + "FP": 81378, + "IoU": 0.4985151129805341, + "TN": 143881675, + "TP": 127408, + "n_pred": 208786, + "n_ref": 174197 + }, + "4": { + "Dice": 0.0, + "FN": 51170, + "FP": 0, + "IoU": 0.0, + "TN": 144086080, + "TP": 0, + "n_pred": 0, + "n_ref": 51170 + }, + "5": { + "Dice": 0.18920040962054746, + "FN": 28714, + "FP": 581, + "IoU": 0.1044844557209672, + "TN": 144104537, + "TP": 3418, + "n_pred": 3999, + "n_ref": 32132 + }, + "6": { + "Dice": 0.7784182805188288, + "FN": 95935, + "FP": 622910, + "IoU": 0.6372216185826992, + "TN": 142155751, + "TP": 1262654, + "n_pred": 1885564, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.48425301211812805, + "FN": 123923, + "FP": 142630, + "IoU": 0.31948142796234785, + "TN": 143745559, + "TP": 125138, + "n_pred": 267768, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7463369985485651, + "FN": 74598, + "FP": 30437, + "IoU": 0.595325057598804, + "TN": 143877696, + "TP": 154519, + "n_pred": 184956, + "n_ref": 229117 + }, + "9": { + "Dice": 0.1409180675304658, + "FN": 87146, + "FP": 2031, + "IoU": 0.0757998155268367, + "TN": 144040759, + "TP": 7314, + "n_pred": 9345, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.794800928153745, + "FN": 56277, + "FP": 25170, + "IoU": 0.659476883711985, + "TN": 111539738, + "TP": 157735, + "n_pred": 182905, + "n_ref": 214012 + }, + "10": { + "Dice": 0.5402762175378313, + "FN": 25562, + "FP": 9223, + "IoU": 0.37012222725215027, + "TN": 111723695, + "TP": 20440, + "n_pred": 29663, + "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": 0.2411341214114301, + "FN": 44804, + "FP": 6424, + "IoU": 0.1370963666683511, + "TN": 111719553, + "TP": 8139, + "n_pred": 14563, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7883791643959112, + "FN": 14582, + "FP": 26967, + "IoU": 0.6506814188308686, + "TN": 111659977, + "TP": 77394, + "n_pred": 104361, + "n_ref": 91976 + }, + "15": { + "Dice": 0.4682825771700849, + "FN": 5081, + "FP": 7752, + "IoU": 0.30572386929236095, + "TN": 111760436, + "TP": 5651, + "n_pred": 13403, + "n_ref": 10732 + }, + "2": { + "Dice": 0.744343891402715, + "FN": 75367, + "FP": 14581, + "IoU": 0.5927927927927928, + "TN": 111558030, + "TP": 130942, + "n_pred": 145523, + "n_ref": 206309 + }, + "3": { + "Dice": 0.4696946267419636, + "FN": 25471, + "FP": 60264, + "IoU": 0.3069286921093264, + "TN": 111655217, + "TP": 37968, + "n_pred": 98232, + "n_ref": 63439 + }, + "4": { + "Dice": 0.0, + "FN": 18679, + "FP": 0, + "IoU": 0.0, + "TN": 111760241, + "TP": 0, + "n_pred": 0, + "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": 0.8269999683997836, + "FN": 344957, + "FP": 27319, + "IoU": 0.7050297920892495, + "TN": 110516840, + "TP": 889804, + "n_pred": 917123, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.1962674787596767, + "FN": 208488, + "FP": 36431, + "IoU": 0.10881185344749165, + "TN": 111504097, + "TP": 29904, + "n_pred": 66335, + "n_ref": 238392 + }, + "8": { + "Dice": 0.5382797203160875, + "FN": 173741, + "FP": 3826, + "IoU": 0.36825083964251154, + "TN": 111497848, + "TP": 103505, + "n_pred": 107331, + "n_ref": 277246 + }, + "9": { + "Dice": 0.14284228649341946, + "FN": 74158, + "FP": 23, + "IoU": 0.0769144620591822, + "TN": 111698558, + "TP": 6181, + "n_pred": 6204, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.340780228817105, + "FN": 118163, + "FP": 64607, + "IoU": 0.2053858293733778, + "TN": 198857864, + "TP": 47241, + "n_pred": 111848, + "n_ref": 165404 + }, + "10": { + "Dice": 0.47038728897715987, + "FN": 39443, + "FP": 13889, + "IoU": 0.30752051521761714, + "TN": 199010859, + "TP": 23684, + "n_pred": 37573, + "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": 0.0029296670642643395, + "FN": 35524, + "FP": 12123, + "IoU": 0.0014669824171678857, + "TN": 199040158, + "TP": 70, + "n_pred": 12193, + "n_ref": 35594 + }, + "14": { + "Dice": 0.4363338490943843, + "FN": 27772, + "FP": 21772, + "IoU": 0.27904540162980207, + "TN": 199019155, + "TP": 19176, + "n_pred": 40948, + "n_ref": 46948 + }, + "15": { + "Dice": 0.06531512663706682, + "FN": 133888, + "FP": 0, + "IoU": 0.03376008544664636, + "TN": 198949309, + "TP": 4678, + "n_pred": 4678, + "n_ref": 138566 + }, + "2": { + "Dice": 0.5840129320522368, + "FN": 17039, + "FP": 143282, + "IoU": 0.4124422780913289, + "TN": 198815015, + "TP": 112539, + "n_pred": 255821, + "n_ref": 129578 + }, + "3": { + "Dice": 0.005290787724275943, + "FN": 138445, + "FP": 6697, + "IoU": 0.002652410532680996, + "TN": 198942347, + "TP": 386, + "n_pred": 7083, + "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": 0.038353019941657504, + "FN": 19667, + "FP": 442, + "IoU": 0.01955143832276938, + "TN": 199067365, + "TP": 401, + "n_pred": 843, + "n_ref": 20068 + }, + "6": { + "Dice": 0.7765647062376828, + "FN": 126549, + "FP": 465273, + "IoU": 0.6347411344081675, + "TN": 197467594, + "TP": 1028459, + "n_pred": 1493732, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.4048767605633803, + "FN": 87185, + "FP": 115633, + "IoU": 0.2538216173857378, + "TN": 198816066, + "TP": 68991, + "n_pred": 184624, + "n_ref": 156176 + }, + "8": { + "Dice": 0.7176355274070723, + "FN": 32693, + "FP": 34717, + "IoU": 0.5596190028222013, + "TN": 198934803, + "TP": 85662, + "n_pred": 120379, + "n_ref": 118355 + }, + "9": { + "Dice": 0.14556420679499502, + "FN": 95145, + "FP": 1754, + "IoU": 0.0784951451694198, + "TN": 198982722, + "TP": 8254, + "n_pred": 10008, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7840339729507702, + "FN": 35013, + "FP": 47272, + "IoU": 0.6447827945106132, + "TN": 130843545, + "TP": 149362, + "n_pred": 196634, + "n_ref": 184375 + }, + "10": { + "Dice": 0.4841883188985121, + "FN": 17312, + "FP": 122050, + "IoU": 0.3194251139077311, + "TN": 130870421, + "TP": 65409, + "n_pred": 187459, + "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": 0.16243363216990164, + "FN": 80827, + "FP": 15401, + "IoU": 0.08839606286531702, + "TN": 130969633, + "TP": 9331, + "n_pred": 24732, + "n_ref": 90158 + }, + "14": { + "Dice": 0.23681398471107215, + "FN": 30684, + "FP": 136440, + "IoU": 0.13431026712871594, + "TN": 130882139, + "TP": 25929, + "n_pred": 162369, + "n_ref": 56613 + }, + "15": { + "Dice": 0.5813182968740354, + "FN": 13455, + "FP": 6890, + "IoU": 0.40975949403812123, + "TN": 131040723, + "TP": 14124, + "n_pred": 21014, + "n_ref": 27579 + }, + "2": { + "Dice": 0.3785261050153559, + "FN": 118289, + "FP": 19516, + "IoU": 0.2334456978839864, + "TN": 130895420, + "TP": 41967, + "n_pred": 61483, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7054296268096184, + "FN": 18670, + "FP": 124475, + "IoU": 0.5449140822457836, + "TN": 130760647, + "TP": 171400, + "n_pred": 295875, + "n_ref": 190070 + }, + "4": { + "Dice": 0.0, + "FN": 73080, + "FP": 0, + "IoU": 0.0, + "TN": 131002112, + "TP": 0, + "n_pred": 0, + "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": 0.7540947319304875, + "FN": 142731, + "FP": 721567, + "IoU": 0.6052584825320879, + "TN": 128885663, + "TP": 1325231, + "n_pred": 2046798, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.3742933189662879, + "FN": 463155, + "FP": 586727, + "IoU": 0.23023422572655727, + "TN": 129711294, + "TP": 314016, + "n_pred": 900743, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8386045611847903, + "FN": 30651, + "FP": 6892, + "IoU": 0.7220663463602781, + "TN": 130940113, + "TP": 97536, + "n_pred": 104428, + "n_ref": 128187 + }, + "9": { + "Dice": 0.3277051184462436, + "FN": 51336, + "FP": 6956, + "IoU": 0.1959613236044635, + "TN": 131002693, + "TP": 14207, + "n_pred": 21163, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7280908842489103, + "FN": 53007, + "FP": 68389, + "IoU": 0.5724393946331275, + "TN": 101333273, + "TP": 162531, + "n_pred": 230920, + "n_ref": 215538 + }, + "10": { + "Dice": 0.2731671512858877, + "FN": 21632, + "FP": 107101, + "IoU": 0.15818968899584107, + "TN": 101464276, + "TP": 24191, + "n_pred": 131292, + "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": 0.1366021795187436, + "FN": 54813, + "FP": 11818, + "IoU": 0.0733081138215905, + "TN": 101545298, + "TP": 5271, + "n_pred": 17089, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8738674196131316, + "FN": 9930, + "FP": 5035, + "IoU": 0.7759898211211735, + "TN": 101550395, + "TP": 51840, + "n_pred": 56875, + "n_ref": 61770 + }, + "15": { + "Dice": 0.737452516837025, + "FN": 13173, + "FP": 1134, + "IoU": 0.5840988372093023, + "TN": 101582800, + "TP": 20093, + "n_pred": 21227, + "n_ref": 33266 + }, + "2": { + "Dice": 0.5255176748259931, + "FN": 93745, + "FP": 48185, + "IoU": 0.35640825654792135, + "TN": 101396672, + "TP": 78598, + "n_pred": 126783, + "n_ref": 172343 + }, + "3": { + "Dice": 0.7220393289086844, + "FN": 29425, + "FP": 81098, + "IoU": 0.5649933877011241, + "TN": 101363128, + "TP": 143549, + "n_pred": 224647, + "n_ref": 172974 + }, + "4": { + "Dice": 0.0, + "FN": 16213, + "FP": 0, + "IoU": 0.0, + "TN": 101600987, + "TP": 0, + "n_pred": 0, + "n_ref": 16213 + }, + "5": { + "Dice": 0.1299113173195513, + "FN": 28159, + "FP": 1471, + "IoU": 0.0694679982413165, + "TN": 101585358, + "TP": 2212, + "n_pred": 3683, + "n_ref": 30371 + }, + "6": { + "Dice": 0.7964374837409001, + "FN": 267769, + "FP": 379354, + "IoU": 0.661733373199739, + "TN": 99704144, + "TP": 1265933, + "n_pred": 1645287, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.7015504574696813, + "FN": 135960, + "FP": 112373, + "IoU": 0.5402985903499598, + "TN": 101076995, + "TP": 291872, + "n_pred": 404245, + "n_ref": 427832 + }, + "8": { + "Dice": 0.6746316688767408, + "FN": 103229, + "FP": 20927, + "IoU": 0.5090144777376607, + "TN": 101364329, + "TP": 128715, + "n_pred": 149642, + "n_ref": 231944 + }, + "9": { + "Dice": 0.1763366086066701, + "FN": 72985, + "FP": 1872, + "IoU": 0.09669361650778327, + "TN": 101534330, + "TP": 8013, + "n_pred": 9885, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4931746665601789, + "FN": 134401, + "FP": 24248, + "IoU": 0.3272938512616765, + "TN": 118946375, + "TP": 77188, + "n_pred": 101436, + "n_ref": 211589 + }, + "10": { + "Dice": 0.5266404034174076, + "FN": 20123, + "FP": 88860, + "IoU": 0.35744186594971933, + "TN": 119012604, + "TP": 60625, + "n_pred": 149485, + "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": 0.20284297364153914, + "FN": 24506, + "FP": 42845, + "IoU": 0.11286880927291887, + "TN": 119106292, + "TP": 8569, + "n_pred": 51414, + "n_ref": 33075 + }, + "14": { + "Dice": 0.08816747181964574, + "FN": 62445, + "FP": 8336, + "IoU": 0.046116733824777975, + "TN": 119108009, + "TP": 3422, + "n_pred": 11758, + "n_ref": 65867 + }, + "15": { + "Dice": 0.5108735269104605, + "FN": 12310, + "FP": 3794, + "IoU": 0.3430692665415681, + "TN": 119157698, + "TP": 8410, + "n_pred": 12204, + "n_ref": 20720 + }, + "2": { + "Dice": 0.6086394984326019, + "FN": 96408, + "FP": 28436, + "IoU": 0.43744198412054686, + "TN": 118960290, + "TP": 97078, + "n_pred": 125514, + "n_ref": 193486 + }, + "3": { + "Dice": 0.7422192032698377, + "FN": 70249, + "FP": 17795, + "IoU": 0.5901021904606718, + "TN": 118967417, + "TP": 126751, + "n_pred": 144546, + "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": 0.0, + "FN": 17722, + "FP": 0, + "IoU": 0.0, + "TN": 119164490, + "TP": 0, + "n_pred": 0, + "n_ref": 17722 + }, + "6": { + "Dice": 0.8367038019056023, + "FN": 168818, + "FP": 444039, + "IoU": 0.7192525887011509, + "TN": 116999264, + "TP": 1570091, + "n_pred": 2014130, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.5573303295937205, + "FN": 124945, + "FP": 149365, + "IoU": 0.3863187401983485, + "TN": 118735221, + "TP": 172681, + "n_pred": 322046, + "n_ref": 297626 + }, + "8": { + "Dice": 0.7335270812698743, + "FN": 25879, + "FP": 15015, + "IoU": 0.5791889194167464, + "TN": 119085033, + "TP": 56285, + "n_pred": 71300, + "n_ref": 82164 + }, + "9": { + "Dice": 0.38269416693522396, + "FN": 64146, + "FP": 4812, + "IoU": 0.23662448938925973, + "TN": 119091879, + "TP": 21375, + "n_pred": 26187, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 32647, + "IoU": 0.0, + "TN": 61299833, + "TP": 0, + "n_pred": 32647, + "n_ref": 0 + }, + "10": { + "Dice": 0.533561128163549, + "FN": 16002, + "FP": 16214, + "IoU": 0.3638481892500296, + "TN": 61281838, + "TP": 18426, + "n_pred": 34640, + "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": 0.25100310526499425, + "FN": 41905, + "FP": 22496, + "IoU": 0.14351260772422597, + "TN": 61257288, + "TP": 10791, + "n_pred": 33287, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8480441365237139, + "FN": 64447, + "FP": 9423, + "IoU": 0.7361776292058186, + "TN": 61052481, + "TP": 206129, + "n_pred": 215552, + "n_ref": 270576 + }, + "15": { + "Dice": 0.031384652383910853, + "FN": 96662, + "FP": 0, + "IoU": 0.01594250111984363, + "TN": 61234252, + "TP": 1566, + "n_pred": 1566, + "n_ref": 98228 + }, + "2": { + "Dice": 0.45744326993274037, + "FN": 107995, + "FP": 17602, + "IoU": 0.2965487498879828, + "TN": 61153936, + "TP": 52947, + "n_pred": 70549, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7179521934491335, + "FN": 22709, + "FP": 60525, + "IoU": 0.5600042290003701, + "TN": 61143310, + "TP": 105936, + "n_pred": 166461, + "n_ref": 128645 + }, + "4": { + "Dice": 0.002083678639926124, + "FN": 42145, + "FP": 0, + "IoU": 0.0010429258811538553, + "TN": 61290291, + "TP": 44, + "n_pred": 44, + "n_ref": 42189 + }, + "5": { + "Dice": 0.005583992554676594, + "FN": 8548, + "FP": 0, + "IoU": 0.0027998133457769483, + "TN": 61323908, + "TP": 24, + "n_pred": 24, + "n_ref": 8572 + }, + "6": { + "Dice": 0.8099832821279102, + "FN": 99731, + "FP": 419358, + "IoU": 0.6806486580930303, + "TN": 59707032, + "TP": 1106359, + "n_pred": 1525717, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.3279174028043014, + "FN": 140007, + "FP": 123237, + "IoU": 0.19611316053062322, + "TN": 61005016, + "TP": 64220, + "n_pred": 187457, + "n_ref": 204227 + }, + "8": { + "Dice": 0.5987728927859337, + "FN": 43323, + "FP": 8796, + "IoU": 0.42732037490797614, + "TN": 61241471, + "TP": 38890, + "n_pred": 47686, + "n_ref": 82213 + }, + "9": { + "Dice": 0.2377418364213328, + "FN": 54084, + "FP": 5488, + "IoU": 0.13490749615172373, + "TN": 61263618, + "TP": 9290, + "n_pred": 14778, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.891982056637179, + "FN": 31304, + "FP": 4021, + "IoU": 0.8050249203817261, + "TN": 148926323, + "TP": 145852, + "n_pred": 149873, + "n_ref": 177156 + }, + "10": { + "Dice": 0.2911767748163983, + "FN": 55912, + "FP": 26320, + "IoU": 0.17039607756098546, + "TN": 149008378, + "TP": 16890, + "n_pred": 43210, + "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": 0.025904605263157895, + "FN": 82918, + "FP": 26056, + "IoU": 0.013122266194542804, + "TN": 148997077, + "TP": 1449, + "n_pred": 27505, + "n_ref": 84367 + }, + "14": { + "Dice": 0.7319760172486783, + "FN": 18717, + "FP": 35731, + "IoU": 0.5772572342523506, + "TN": 148978703, + "TP": 74349, + "n_pred": 110080, + "n_ref": 93066 + }, + "15": { + "Dice": 0.6335227782060706, + "FN": 20375, + "FP": 66, + "IoU": 0.46361751817156055, + "TN": 149069391, + "TP": 17668, + "n_pred": 17734, + "n_ref": 38043 + }, + "2": { + "Dice": 0.6716535993734029, + "FN": 72109, + "FP": 10895, + "IoU": 0.5056313617115051, + "TN": 148939601, + "TP": 84895, + "n_pred": 95790, + "n_ref": 157004 + }, + "3": { + "Dice": 0.10789688460936019, + "FN": 53542, + "FP": 54671, + "IoU": 0.05702484380037819, + "TN": 148992743, + "TP": 6544, + "n_pred": 61215, + "n_ref": 60086 + }, + "4": { + "Dice": 0.028692433896753022, + "FN": 25457, + "FP": 0, + "IoU": 0.01455502651647118, + "TN": 149081667, + "TP": 376, + "n_pred": 376, + "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": 0.8334962835211815, + "FN": 282536, + "FP": 46486, + "IoU": 0.7145251847436495, + "TN": 147954957, + "TP": 823521, + "n_pred": 870007, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.16880398955413153, + "FN": 242587, + "FP": 77928, + "IoU": 0.09218237075179643, + "TN": 148754439, + "TP": 32546, + "n_pred": 110474, + "n_ref": 275133 + }, + "8": { + "Dice": 0.7218357208744068, + "FN": 99164, + "FP": 954, + "IoU": 0.5647440885832163, + "TN": 148877479, + "TP": 129903, + "n_pred": 130857, + "n_ref": 229067 + }, + "9": { + "Dice": 0.06093932917333448, + "FN": 84650, + "FP": 2785, + "IoU": 0.03142724211272598, + "TN": 149017228, + "TP": 2837, + "n_pred": 5622, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.08458194087288991, + "FN": 491389, + "FP": 21939, + "IoU": 0.04415847520589599, + "TN": 100175757, + "TP": 23715, + "n_pred": 45654, + "n_ref": 515104 + }, + "10": { + "Dice": 0.23304586255129547, + "FN": 25892, + "FP": 56903, + "IoU": 0.13189129112756098, + "TN": 100617426, + "TP": 12579, + "n_pred": 69482, + "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": 0.008104878513412881, + "FN": 38921, + "FP": 18354, + "IoU": 0.004068928341650872, + "TN": 100655291, + "TP": 234, + "n_pred": 18588, + "n_ref": 39155 + }, + "14": { + "Dice": 0.38267148014440433, + "FN": 110329, + "FP": 30233, + "IoU": 0.23660714285714285, + "TN": 100528672, + "TP": 43566, + "n_pred": 73799, + "n_ref": 153895 + }, + "15": { + "Dice": 0.0, + "FN": 95266, + "FP": 0, + "IoU": 0.0, + "TN": 100617534, + "TP": 0, + "n_pred": 0, + "n_ref": 95266 + }, + "2": { + "Dice": 0.12644708832706383, + "FN": 215811, + "FP": 23843, + "IoU": 0.06749053498262639, + "TN": 100455801, + "TP": 17345, + "n_pred": 41188, + "n_ref": 233156 + }, + "3": { + "Dice": 0.5172061358115275, + "FN": 103760, + "FP": 120617, + "IoU": 0.3488051497263192, + "TN": 100368238, + "TP": 120185, + "n_pred": 240802, + "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": 0.3373477891940856, + "FN": 1489292, + "FP": 823840, + "IoU": 0.20289738707926636, + "TN": 97810875, + "TP": 588793, + "n_pred": 1412633, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.1616619394403986, + "FN": 145937, + "FP": 127466, + "IoU": 0.08793917882067226, + "TN": 100413036, + "TP": 26361, + "n_pred": 153827, + "n_ref": 172298 + }, + "8": { + "Dice": 0.6011961576734834, + "FN": 46793, + "FP": 31757, + "IoU": 0.42979304136994856, + "TN": 100575043, + "TP": 59207, + "n_pred": 90964, + "n_ref": 106000 + }, + "9": { + "Dice": 0.3292551659313837, + "FN": 80137, + "FP": 8349, + "IoU": 0.19707088671917536, + "TN": 100602596, + "TP": 21718, + "n_pred": 30067, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5674727864437212, + "FN": 37380, + "FP": 24288, + "IoU": 0.3961340357611484, + "TN": 78848578, + "TP": 40454, + "n_pred": 64742, + "n_ref": 77834 + }, + "10": { + "Dice": 0.4431468736271782, + "FN": 26839, + "FP": 3583, + "IoU": 0.2846426975803607, + "TN": 78908173, + "TP": 12105, + "n_pred": 15688, + "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": 0.02242863280150512, + "FN": 58648, + "FP": 7341, + "IoU": 0.011341503610703263, + "TN": 78883954, + "TP": 757, + "n_pred": 8098, + "n_ref": 59405 + }, + "14": { + "Dice": 0.2664090347203053, + "FN": 16170, + "FP": 44955, + "IoU": 0.15367467877713778, + "TN": 78878476, + "TP": 11099, + "n_pred": 56054, + "n_ref": 27269 + }, + "15": { + "Dice": 0.510404320572818, + "FN": 38233, + "FP": 1836, + "IoU": 0.3426462144204741, + "TN": 78889745, + "TP": 20886, + "n_pred": 22722, + "n_ref": 59119 + }, + "2": { + "Dice": 0.5832463745226666, + "FN": 48420, + "FP": 25465, + "IoU": 0.41167805328619433, + "TN": 78825114, + "TP": 51701, + "n_pred": 77166, + "n_ref": 100121 + }, + "3": { + "Dice": 0.02332090635634066, + "FN": 83673, + "FP": 422, + "IoU": 0.011798023478536764, + "TN": 78865601, + "TP": 1004, + "n_pred": 1426, + "n_ref": 84677 + }, + "4": { + "Dice": 0.004856562005873052, + "FN": 17085, + "FP": 537, + "IoU": 0.0024341919048966884, + "TN": 78933035, + "TP": 43, + "n_pred": 580, + "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": 0.7432553312835818, + "FN": 273772, + "FP": 25591, + "IoU": 0.5914131563754387, + "TN": 78218021, + "TP": 433316, + "n_pred": 458907, + "n_ref": 707088 + }, + "7": { + "Dice": 0.048918578490601855, + "FN": 702044, + "FP": 39440, + "IoU": 0.025072545897524563, + "TN": 78190147, + "TP": 19069, + "n_pred": 58509, + "n_ref": 721113 + }, + "8": { + "Dice": 0.48018333597142604, + "FN": 226447, + "FP": 152, + "IoU": 0.3159481977902554, + "TN": 78619440, + "TP": 104661, + "n_pred": 104813, + "n_ref": 331108 + }, + "9": { + "Dice": 0.05879753933997213, + "FN": 55318, + "FP": 68, + "IoU": 0.03028923594089222, + "TN": 78893584, + "TP": 1730, + "n_pred": 1798, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7227762901736178, + "FN": 39421, + "FP": 44025, + "IoU": 0.5658963927876562, + "TN": 104812214, + "TP": 108780, + "n_pred": 152805, + "n_ref": 148201 + }, + "10": { + "Dice": 0.6715279842978648, + "FN": 30782, + "FP": 24444, + "IoU": 0.5054889951467613, + "TN": 104892762, + "TP": 56452, + "n_pred": 80896, + "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": 0.04506166394022716, + "FN": 75876, + "FP": 6433, + "IoU": 0.02305017151131737, + "TN": 104920189, + "TP": 1942, + "n_pred": 8375, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8070539588628025, + "FN": 20702, + "FP": 2909, + "IoU": 0.6765217629570769, + "TN": 104931449, + "TP": 49380, + "n_pred": 52289, + "n_ref": 70082 + }, + "15": { + "Dice": 0.5360619209569603, + "FN": 15218, + "FP": 606, + "IoU": 0.36617800208283263, + "TN": 104979474, + "TP": 9142, + "n_pred": 9748, + "n_ref": 24360 + }, + "2": { + "Dice": 0.6463251095166038, + "FN": 73152, + "FP": 33661, + "IoU": 0.4774596279065217, + "TN": 104800029, + "TP": 97598, + "n_pred": 131259, + "n_ref": 170750 + }, + "3": { + "Dice": 0.6378058848783066, + "FN": 56976, + "FP": 52700, + "IoU": 0.4682195274506286, + "TN": 104798197, + "TP": 96567, + "n_pred": 149267, + "n_ref": 153543 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 105004440, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.06498539654010335, + "FN": 28923, + "FP": 4371, + "IoU": 0.033583930800267045, + "TN": 104969989, + "TP": 1157, + "n_pred": 5528, + "n_ref": 30080 + }, + "6": { + "Dice": 0.8135348505413249, + "FN": 93737, + "FP": 429826, + "IoU": 0.6856795169352428, + "TN": 103338742, + "TP": 1142135, + "n_pred": 1571961, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.6050539154859127, + "FN": 72840, + "FP": 132451, + "IoU": 0.4337471693012967, + "TN": 104641897, + "TP": 157252, + "n_pred": 289703, + "n_ref": 230092 + }, + "8": { + "Dice": 0.6437014871800182, + "FN": 179670, + "FP": 26800, + "IoU": 0.47460163164350166, + "TN": 104611462, + "TP": 186508, + "n_pred": 213308, + "n_ref": 366178 + }, + "9": { + "Dice": 0.23570606023724147, + "FN": 80966, + "FP": 669, + "IoU": 0.1335979537904758, + "TN": 104910217, + "TP": 12588, + "n_pred": 13257, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3262785377611963, + "FN": 333114, + "FP": 17938, + "IoU": 0.194941957262566, + "TN": 177240230, + "TP": 85006, + "n_pred": 102944, + "n_ref": 418120 + }, + "10": { + "Dice": 0.3526295926894358, + "FN": 45798, + "FP": 50264, + "IoU": 0.21405604418081406, + "TN": 177554063, + "TP": 26163, + "n_pred": 76427, + "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": 0.01813430180484154, + "FN": 76344, + "FP": 3681, + "IoU": 0.00915011638848992, + "TN": 177595524, + "TP": 739, + "n_pred": 4420, + "n_ref": 77083 + }, + "14": { + "Dice": 0.7974993415242552, + "FN": 24772, + "FP": 1368, + "IoU": 0.6632007524512646, + "TN": 177598675, + "TP": 51473, + "n_pred": 52841, + "n_ref": 76245 + }, + "15": { + "Dice": 0.7772371806302061, + "FN": 7913, + "FP": 832, + "IoU": 0.6356401816590975, + "TN": 177652287, + "TP": 15256, + "n_pred": 16088, + "n_ref": 23169 + }, + "2": { + "Dice": 0.5879623094297007, + "FN": 114403, + "FP": 25703, + "IoU": 0.4163927870737163, + "TN": 177436219, + "TP": 99963, + "n_pred": 125666, + "n_ref": 214366 + }, + "3": { + "Dice": 0.7196322792406403, + "FN": 39760, + "FP": 90588, + "IoU": 0.5620512510373513, + "TN": 177378655, + "TP": 167285, + "n_pred": 257873, + "n_ref": 207045 + }, + "4": { + "Dice": 0.0, + "FN": 34433, + "FP": 0, + "IoU": 0.0, + "TN": 177641855, + "TP": 0, + "n_pred": 0, + "n_ref": 34433 + }, + "5": { + "Dice": 0.2592236477019862, + "FN": 26463, + "FP": 502, + "IoU": 0.14891266609853865, + "TN": 177644605, + "TP": 4718, + "n_pred": 5220, + "n_ref": 31181 + }, + "6": { + "Dice": 0.7106200945201465, + "FN": 362819, + "FP": 812211, + "IoU": 0.551133216439947, + "TN": 175058518, + "TP": 1442740, + "n_pred": 2254951, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.5118756806713209, + "FN": 132242, + "FP": 317752, + "IoU": 0.3439737352738363, + "TN": 176990349, + "TP": 235945, + "n_pred": 553697, + "n_ref": 368187 + }, + "8": { + "Dice": 0.726204494465585, + "FN": 52975, + "FP": 57470, + "IoU": 0.5701107370141876, + "TN": 177419373, + "TP": 146470, + "n_pred": 203940, + "n_ref": 199445 + }, + "9": { + "Dice": 0.0319383181432735, + "FN": 132983, + "FP": 2868, + "IoU": 0.016228311560409003, + "TN": 177538196, + "TP": 2241, + "n_pred": 5109, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7204963994570631, + "FN": 51439, + "FP": 53786, + "IoU": 0.5631061914568525, + "TN": 193764687, + "TP": 135623, + "n_pred": 189409, + "n_ref": 187062 + }, + "10": { + "Dice": 0.6964977252461876, + "FN": 33540, + "FP": 13091, + "IoU": 0.5343279706801681, + "TN": 193905398, + "TP": 53506, + "n_pred": 66597, + "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": 0.2269223729434016, + "FN": 55719, + "FP": 20307, + "IoU": 0.12798219856854468, + "TN": 193918351, + "TP": 11158, + "n_pred": 31465, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7186298383291664, + "FN": 9649, + "FP": 42232, + "IoU": 0.5608292278260281, + "TN": 193887401, + "TP": 66253, + "n_pred": 108485, + "n_ref": 75902 + }, + "15": { + "Dice": 0.6805428762704644, + "FN": 9784, + "FP": 714, + "IoU": 0.5157749077490775, + "TN": 193983855, + "TP": 11182, + "n_pred": 11896, + "n_ref": 20966 + }, + "2": { + "Dice": 0.6390397238154991, + "FN": 38572, + "FP": 74767, + "IoU": 0.46955060702217477, + "TN": 193791869, + "TP": 100327, + "n_pred": 175094, + "n_ref": 138899 + }, + "3": { + "Dice": 0.08458168456755229, + "FN": 128570, + "FP": 980, + "IoU": 0.044158335485299, + "TN": 193870000, + "TP": 5985, + "n_pred": 6965, + "n_ref": 134555 + }, + "4": { + "Dice": 0.040076424810102984, + "FN": 20599, + "FP": 0, + "IoU": 0.020447952827048362, + "TN": 193984506, + "TP": 430, + "n_pred": 430, + "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": 0.8219348397223651, + "FN": 301004, + "FP": 168757, + "IoU": 0.6976989621937886, + "TN": 192451584, + "TP": 1084190, + "n_pred": 1252947, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.49153354512046965, + "FN": 191693, + "FP": 77841, + "IoU": 0.32584983479776797, + "TN": 193605722, + "TP": 130279, + "n_pred": 208120, + "n_ref": 321972 + }, + "8": { + "Dice": 0.5965890038735041, + "FN": 138210, + "FP": 1346, + "IoU": 0.42509927991167795, + "TN": 193762787, + "TP": 103192, + "n_pred": 104538, + "n_ref": 241402 + }, + "9": { + "Dice": 0.3105590062111801, + "FN": 80092, + "FP": 1271, + "IoU": 0.18382352941176472, + "TN": 193905847, + "TP": 18325, + "n_pred": 19596, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6541604789524317, + "FN": 44414, + "FP": 29642, + "IoU": 0.48606127901731494, + "TN": 99511705, + "TP": 70039, + "n_pred": 99681, + "n_ref": 114453 + }, + "10": { + "Dice": 0.6350857687420585, + "FN": 31700, + "FP": 14250, + "IoU": 0.4652935358119509, + "TN": 99569865, + "TP": 39985, + "n_pred": 54235, + "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": 0.0926010625197903, + "FN": 42799, + "FP": 8783, + "IoU": 0.0485483454458258, + "TN": 99601586, + "TP": 2632, + "n_pred": 11415, + "n_ref": 45431 + }, + "14": { + "Dice": 0.4164549928560089, + "FN": 33154, + "FP": 25658, + "IoU": 0.262989047344545, + "TN": 99576002, + "TP": 20986, + "n_pred": 46644, + "n_ref": 54140 + }, + "15": { + "Dice": 0.48957696479637114, + "FN": 25535, + "FP": 346, + "IoU": 0.32413234794871126, + "TN": 99617507, + "TP": 12412, + "n_pred": 12758, + "n_ref": 37947 + }, + "2": { + "Dice": 0.4924130346552153, + "FN": 77141, + "FP": 399, + "IoU": 0.326623303314778, + "TN": 99540649, + "TP": 37611, + "n_pred": 38010, + "n_ref": 114752 + }, + "3": { + "Dice": 0.8570066982605703, + "FN": 10514, + "FP": 27293, + "IoU": 0.7497915315482258, + "TN": 99504698, + "TP": 113295, + "n_pred": 140588, + "n_ref": 123809 + }, + "4": { + "Dice": 0.0, + "FN": 18906, + "FP": 0, + "IoU": 0.0, + "TN": 99636894, + "TP": 0, + "n_pred": 0, + "n_ref": 18906 + }, + "5": { + "Dice": 0.0, + "FN": 6966, + "FP": 46, + "IoU": 0.0, + "TN": 99648788, + "TP": 0, + "n_pred": 46, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9008264462809917, + "FN": 137014, + "FP": 130970, + "IoU": 0.8195488721804511, + "TN": 98170722, + "TP": 1217094, + "n_pred": 1348064, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.5191056527544452, + "FN": 54033, + "FP": 155220, + "IoU": 0.35053523819573984, + "TN": 99333607, + "TP": 112940, + "n_pred": 268160, + "n_ref": 166973 + }, + "8": { + "Dice": 0.7191343517430474, + "FN": 27484, + "FP": 29880, + "IoU": 0.5614440146175135, + "TN": 99524998, + "TP": 73438, + "n_pred": 103318, + "n_ref": 100922 + }, + "9": { + "Dice": 0.19649480449616355, + "FN": 85124, + "FP": 13, + "IoU": 0.10895161543533549, + "TN": 99560253, + "TP": 10410, + "n_pred": 10423, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5476861383607176, + "FN": 243417, + "FP": 92711, + "IoU": 0.3771127941604324, + "TN": 62543891, + "TP": 203501, + "n_pred": 296212, + "n_ref": 446918 + }, + "10": { + "Dice": 0.6668856048166393, + "FN": 25155, + "FP": 20490, + "IoU": 0.5002463458696009, + "TN": 62992185, + "TP": 45690, + "n_pred": 66180, + "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": 0.02172440077919878, + "FN": 45142, + "FP": 1060, + "IoU": 0.010981483463555604, + "TN": 63036805, + "TP": 513, + "n_pred": 1573, + "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": 0.5784016660572627, + "FN": 33014, + "FP": 99585, + "IoU": 0.40686715244881616, + "TN": 62859963, + "TP": 90958, + "n_pred": 190543, + "n_ref": 123972 + }, + "3": { + "Dice": 0.33681245122361314, + "FN": 101047, + "FP": 3476, + "IoU": 0.20251020486018387, + "TN": 62952455, + "TP": 26542, + "n_pred": 30018, + "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": 0.7452257952931434, + "FN": 276536, + "FP": 306794, + "IoU": 0.593912269233527, + "TN": 61647057, + "TP": 853133, + "n_pred": 1159927, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.47662980138387434, + "FN": 68934, + "FP": 123717, + "IoU": 0.31287851227289265, + "TN": 62803146, + "TP": 87723, + "n_pred": 211440, + "n_ref": 156657 + }, + "8": { + "Dice": 0.6632156862745098, + "FN": 54880, + "FP": 3089, + "IoU": 0.4961276695611359, + "TN": 62968473, + "TP": 57078, + "n_pred": 60167, + "n_ref": 111958 + }, + "9": { + "Dice": 0.37179441955624537, + "FN": 32349, + "FP": 3269, + "IoU": 0.2283461155162702, + "TN": 63037362, + "TP": 10540, + "n_pred": 13809, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6590063829632379, + "FN": 131399, + "FP": 56007, + "IoU": 0.4914314092109298, + "TN": 109240321, + "TP": 181091, + "n_pred": 237098, + "n_ref": 312490 + }, + "10": { + "Dice": 0.41261552238505617, + "FN": 46920, + "FP": 69835, + "IoU": 0.25993420510512605, + "TN": 109451055, + "TP": 41008, + "n_pred": 110843, + "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": 0.18268708591289237, + "FN": 69846, + "FP": 27979, + "IoU": 0.10052593832177863, + "TN": 109500060, + "TP": 10933, + "n_pred": 38912, + "n_ref": 80779 + }, + "14": { + "Dice": 0.10782279716866, + "FN": 89848, + "FP": 27120, + "IoU": 0.05698345641587926, + "TN": 109484782, + "TP": 7068, + "n_pred": 34188, + "n_ref": 96916 + }, + "15": { + "Dice": 0.16067559407523177, + "FN": 94494, + "FP": 24, + "IoU": 0.08735576690967026, + "TN": 109505253, + "TP": 9047, + "n_pred": 9071, + "n_ref": 103541 + }, + "2": { + "Dice": 0.19908945994566263, + "FN": 189769, + "FP": 5678, + "IoU": 0.11054933352750308, + "TN": 109389079, + "TP": 24292, + "n_pred": 29970, + "n_ref": 214061 + }, + "3": { + "Dice": 0.745651491040639, + "FN": 29674, + "FP": 117694, + "IoU": 0.5944532047630449, + "TN": 109245437, + "TP": 216013, + "n_pred": 333707, + "n_ref": 245687 + }, + "4": { + "Dice": 0.0, + "FN": 50290, + "FP": 234, + "IoU": 0.0, + "TN": 109558294, + "TP": 0, + "n_pred": 234, + "n_ref": 50290 + }, + "5": { + "Dice": 0.08434596140100072, + "FN": 10080, + "FP": 168, + "IoU": 0.04402985074626865, + "TN": 109598098, + "TP": 472, + "n_pred": 640, + "n_ref": 10552 + }, + "6": { + "Dice": 0.6754329072937137, + "FN": 142395, + "FP": 922533, + "IoU": 0.5099272894615738, + "TN": 107435818, + "TP": 1108072, + "n_pred": 2030605, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.4425538404306079, + "FN": 814908, + "FP": 150106, + "IoU": 0.28415354053264136, + "TN": 108260744, + "TP": 383060, + "n_pred": 533166, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8436751553298083, + "FN": 16500, + "FP": 10522, + "IoU": 0.7296177706623974, + "TN": 109508878, + "TP": 72918, + "n_pred": 83440, + "n_ref": 89418 + }, + "9": { + "Dice": 0.3865848022710768, + "FN": 40562, + "FP": 5895, + "IoU": 0.23960652088516432, + "TN": 109547722, + "TP": 14639, + "n_pred": 20534, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6030901982585156, + "FN": 8873, + "FP": 56812, + "IoU": 0.4317316676471606, + "TN": 66951764, + "TP": 49903, + "n_pred": 106715, + "n_ref": 58776 + }, + "10": { + "Dice": 0.27029628102014164, + "FN": 65034, + "FP": 9271, + "IoU": 0.15626738733010095, + "TN": 66979285, + "TP": 13762, + "n_pred": 23033, + "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": 0.14910258683531336, + "FN": 34427, + "FP": 8762, + "IoU": 0.08055691567496222, + "TN": 67020379, + "TP": 3784, + "n_pred": 12546, + "n_ref": 38211 + }, + "14": { + "Dice": 0.6367611451360206, + "FN": 30769, + "FP": 20237, + "IoU": 0.4670943341029954, + "TN": 66971639, + "TP": 44707, + "n_pred": 64944, + "n_ref": 75476 + }, + "15": { + "Dice": 0.3245175850090017, + "FN": 24963, + "FP": 1676, + "IoU": 0.1936860584781161, + "TN": 67034314, + "TP": 6399, + "n_pred": 8075, + "n_ref": 31362 + }, + "2": { + "Dice": 0.5439322738782039, + "FN": 46899, + "FP": 119350, + "IoU": 0.37356248210167753, + "TN": 66801964, + "TP": 99139, + "n_pred": 218489, + "n_ref": 146038 + }, + "3": { + "Dice": 0.055635306464648905, + "FN": 155758, + "FP": 812, + "IoU": 0.028613616905113475, + "TN": 66906170, + "TP": 4612, + "n_pred": 5424, + "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": 0.8127059947935961, + "FN": 270341, + "FP": 102779, + "IoU": 0.684502735826003, + "TN": 65884711, + "TP": 809521, + "n_pred": 912300, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.2528502549044136, + "FN": 294003, + "FP": 46444, + "IoU": 0.14472157044019154, + "TN": 66669298, + "TP": 57607, + "n_pred": 104051, + "n_ref": 351610 + }, + "8": { + "Dice": 0.7847433175777906, + "FN": 18806, + "FP": 17900, + "IoU": 0.645742853282375, + "TN": 66963738, + "TP": 66908, + "n_pred": 84808, + "n_ref": 85714 + }, + "9": { + "Dice": 0.14220645346885938, + "FN": 71412, + "FP": 152, + "IoU": 0.07654588623928978, + "TN": 66989856, + "TP": 5932, + "n_pred": 6084, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4908391205555733, + "FN": 118868, + "FP": 8410, + "IoU": 0.32523975888923645, + "TN": 74330653, + "TP": 61349, + "n_pred": 69759, + "n_ref": 180217 + }, + "10": { + "Dice": 0.6180959044403208, + "FN": 25671, + "FP": 11992, + "IoU": 0.44727843735783157, + "TN": 74451139, + "TP": 30478, + "n_pred": 42470, + "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": 0.09197373374043247, + "FN": 40691, + "FP": 2729, + "IoU": 0.048203599377452375, + "TN": 74473661, + "TP": 2199, + "n_pred": 4928, + "n_ref": 42890 + }, + "14": { + "Dice": 0.5308209449862702, + "FN": 9501, + "FP": 30139, + "IoU": 0.36130445991234855, + "TN": 74457216, + "TP": 22424, + "n_pred": 52563, + "n_ref": 31925 + }, + "15": { + "Dice": 0.38329897419338815, + "FN": 22643, + "FP": 2186, + "IoU": 0.23708711015516976, + "TN": 74486735, + "TP": 7716, + "n_pred": 9902, + "n_ref": 30359 + }, + "2": { + "Dice": 0.6266912103083295, + "FN": 18346, + "FP": 127670, + "IoU": 0.45633670665504994, + "TN": 74250702, + "TP": 122562, + "n_pred": 250232, + "n_ref": 140908 + }, + "3": { + "Dice": 0.022269818008742594, + "FN": 153863, + "FP": 2259, + "IoU": 0.011260291323622546, + "TN": 74361380, + "TP": 1778, + "n_pred": 4037, + "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": 0.862932257952854, + "FN": 309618, + "FP": 102196, + "IoU": 0.7589101563986453, + "TN": 72811145, + "TP": 1296321, + "n_pred": 1398517, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.5131049919173218, + "FN": 92917, + "FP": 48043, + "IoU": 0.3450848843584192, + "TN": 74304046, + "TP": 74274, + "n_pred": 122317, + "n_ref": 167191 + }, + "8": { + "Dice": 0.8257327540874856, + "FN": 13345, + "FP": 8196, + "IoU": 0.7031898036513952, + "TN": 74446705, + "TP": 51034, + "n_pred": 59230, + "n_ref": 64379 + }, + "9": { + "Dice": 0.22997736592387752, + "FN": 80716, + "FP": 593, + "IoU": 0.12992905372869204, + "TN": 74425829, + "TP": 12142, + "n_pred": 12735, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6431058664775025, + "FN": 143761, + "FP": 10696, + "IoU": 0.4739543421917519, + "TN": 65757561, + "TP": 139162, + "n_pred": 149858, + "n_ref": 282923 + }, + "10": { + "Dice": 0.32559600515463916, + "FN": 63320, + "FP": 20414, + "IoU": 0.19445486642231136, + "TN": 65947233, + "TP": 20213, + "n_pred": 40627, + "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": 0.17907964000679233, + "FN": 42353, + "FP": 5991, + "IoU": 0.09834567394669601, + "TN": 65997563, + "TP": 5273, + "n_pred": 11264, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8993788614662834, + "FN": 4226, + "FP": 7956, + "IoU": 0.8171557223264541, + "TN": 65984555, + "TP": 54443, + "n_pred": 62399, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8481002156960346, + "FN": 4150, + "FP": 3174, + "IoU": 0.7362621534029529, + "TN": 66023410, + "TP": 20446, + "n_pred": 23620, + "n_ref": 24596 + }, + "2": { + "Dice": 0.4300723036970788, + "FN": 104037, + "FP": 1745, + "IoU": 0.2739440196576386, + "TN": 65905486, + "TP": 39912, + "n_pred": 41657, + "n_ref": 143949 + }, + "3": { + "Dice": 0.5145682155472021, + "FN": 75173, + "FP": 78888, + "IoU": 0.34640985936406254, + "TN": 65815465, + "TP": 81654, + "n_pred": 160542, + "n_ref": 156827 + }, + "4": { + "Dice": 0.0, + "FN": 29528, + "FP": 0, + "IoU": 0.0, + "TN": 66021652, + "TP": 0, + "n_pred": 0, + "n_ref": 29528 + }, + "5": { + "Dice": 0.08614161302536918, + "FN": 9524, + "FP": 130, + "IoU": 0.04500939756652488, + "TN": 66041071, + "TP": 455, + "n_pred": 585, + "n_ref": 9979 + }, + "6": { + "Dice": 0.7449180551512666, + "FN": 84292, + "FP": 558916, + "IoU": 0.5935214495026829, + "TN": 64468789, + "TP": 939183, + "n_pred": 1498099, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.43904554914148336, + "FN": 691094, + "FP": 38296, + "IoU": 0.2812673674750795, + "TN": 65036352, + "TP": 285438, + "n_pred": 323734, + "n_ref": 976532 + }, + "8": { + "Dice": 0.7485740289370827, + "FN": 21256, + "FP": 19077, + "IoU": 0.5981768368617684, + "TN": 65950805, + "TP": 60042, + "n_pred": 79119, + "n_ref": 81298 + }, + "9": { + "Dice": 0.18166236057722604, + "FN": 62878, + "FP": 2053, + "IoU": 0.09990573622778563, + "TN": 65979042, + "TP": 7207, + "n_pred": 9260, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9291323315559864, + "FN": 19470, + "FP": 998, + "IoU": 0.8676443961615065, + "TN": 113317896, + "TP": 134176, + "n_pred": 135174, + "n_ref": 153646 + }, + "10": { + "Dice": 0.6705130584033029, + "FN": 22749, + "FP": 34073, + "IoU": 0.5043397098718586, + "TN": 113357901, + "TP": 57817, + "n_pred": 91890, + "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": 0.21334770160480915, + "FN": 66779, + "FP": 7680, + "IoU": 0.11941198732201144, + "TN": 113387984, + "TP": 10097, + "n_pred": 17777, + "n_ref": 76876 + }, + "14": { + "Dice": 0.7567551111215194, + "FN": 102024, + "FP": 1844, + "IoU": 0.6086935228056164, + "TN": 113207101, + "TP": 161571, + "n_pred": 163415, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7305047417861477, + "FN": 5630, + "FP": 6362, + "IoU": 0.5754292795184989, + "TN": 113444295, + "TP": 16253, + "n_pred": 22615, + "n_ref": 21883 + }, + "2": { + "Dice": 0.5586592613335822, + "FN": 55269, + "FP": 58205, + "IoU": 0.38759694106091436, + "TN": 113287247, + "TP": 71819, + "n_pred": 130024, + "n_ref": 127088 + }, + "3": { + "Dice": 0.38607540955642594, + "FN": 90877, + "FP": 2698, + "IoU": 0.23921527179303728, + "TN": 113349542, + "TP": 29423, + "n_pred": 32121, + "n_ref": 120300 + }, + "4": { + "Dice": 0.0, + "FN": 31092, + "FP": 639, + "IoU": 0.0, + "TN": 113440809, + "TP": 0, + "n_pred": 639, + "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": 0.8638783530106005, + "FN": 234518, + "FP": 51979, + "IoU": 0.7603748729722609, + "TN": 112276935, + "TP": 909108, + "n_pred": 961087, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.21258163180953957, + "FN": 185879, + "FP": 52256, + "IoU": 0.11893221844013616, + "TN": 113202260, + "TP": 32145, + "n_pred": 84401, + "n_ref": 218024 + }, + "8": { + "Dice": 0.5928973368629663, + "FN": 112108, + "FP": 28605, + "IoU": 0.4213603970737605, + "TN": 113229361, + "TP": 102466, + "n_pred": 131071, + "n_ref": 214574 + }, + "9": { + "Dice": 0.050321954257764916, + "FN": 103492, + "FP": 191, + "IoU": 0.025810391806821386, + "TN": 113366110, + "TP": 2747, + "n_pred": 2938, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.42731393850705435, + "FN": 60026, + "FP": 119995, + "IoU": 0.2717096240437247, + "TN": 74949545, + "TP": 67162, + "n_pred": 187157, + "n_ref": 127188 + }, + "10": { + "Dice": 0.5531819380614896, + "FN": 50764, + "FP": 28863, + "IoU": 0.3823438154485797, + "TN": 75067810, + "TP": 49291, + "n_pred": 78154, + "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": 0.06059057063504234, + "FN": 53482, + "FP": 1651, + "IoU": 0.031241763455219552, + "TN": 75139817, + "TP": 1778, + "n_pred": 3429, + "n_ref": 55260 + }, + "14": { + "Dice": 0.8783013217593922, + "FN": 26006, + "FP": 3660, + "IoU": 0.783010035401855, + "TN": 75060012, + "TP": 107050, + "n_pred": 110710, + "n_ref": 133056 + }, + "15": { + "Dice": 0.11979269011593634, + "FN": 68935, + "FP": 2735, + "IoU": 0.06371249036539642, + "TN": 75120181, + "TP": 4877, + "n_pred": 7612, + "n_ref": 73812 + }, + "2": { + "Dice": 0.6898168601740093, + "FN": 29208, + "FP": 76106, + "IoU": 0.5265041498439874, + "TN": 74974310, + "TP": 117104, + "n_pred": 193210, + "n_ref": 146312 + }, + "3": { + "Dice": 0.13788407720492774, + "FN": 135567, + "FP": 13842, + "IoU": 0.07404698897475784, + "TN": 75035371, + "TP": 11948, + "n_pred": 25790, + "n_ref": 147515 + }, + "4": { + "Dice": 0.0, + "FN": 24963, + "FP": 0, + "IoU": 0.0, + "TN": 75171765, + "TP": 0, + "n_pred": 0, + "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": 0.8602068686273788, + "FN": 88072, + "FP": 291704, + "IoU": 0.7547043800759314, + "TN": 73648490, + "TP": 1168462, + "n_pred": 1460166, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.6084545493324234, + "FN": 37702, + "FP": 109162, + "IoU": 0.43725093495187295, + "TN": 74935752, + "TP": 114112, + "n_pred": 223274, + "n_ref": 151814 + }, + "8": { + "Dice": 0.7817969499395271, + "FN": 28502, + "FP": 2890, + "IoU": 0.6417624302456949, + "TN": 75109099, + "TP": 56237, + "n_pred": 59127, + "n_ref": 84739 + }, + "9": { + "Dice": 0.10128214485560665, + "FN": 73070, + "FP": 810, + "IoU": 0.05334238817062389, + "TN": 75118685, + "TP": 4163, + "n_pred": 4973, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6902726071814579, + "FN": 100891, + "FP": 2273, + "IoU": 0.5270353288526605, + "TN": 86709750, + "TP": 114958, + "n_pred": 117231, + "n_ref": 215849 + }, + "10": { + "Dice": 0.4944955911717411, + "FN": 26852, + "FP": 58969, + "IoU": 0.3284584145167727, + "TN": 86800075, + "TP": 41976, + "n_pred": 100945, + "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": 0.18157884132335755, + "FN": 48602, + "FP": 12327, + "IoU": 0.09985521805933105, + "TN": 86860184, + "TP": 6759, + "n_pred": 19086, + "n_ref": 55361 + }, + "14": { + "Dice": 0.6825243637051756, + "FN": 29176, + "FP": 21155, + "IoU": 0.5180546379018126, + "TN": 86823439, + "TP": 54102, + "n_pred": 75257, + "n_ref": 83278 + }, + "15": { + "Dice": 0.2283047604594063, + "FN": 141592, + "FP": 785, + "IoU": 0.1288623208800891, + "TN": 86764434, + "TP": 21061, + "n_pred": 21846, + "n_ref": 162653 + }, + "2": { + "Dice": 0.3896353166986564, + "FN": 91942, + "FP": 9182, + "IoU": 0.24195470798569726, + "TN": 86794471, + "TP": 32277, + "n_pred": 41459, + "n_ref": 124219 + }, + "3": { + "Dice": 0.7155453100614252, + "FN": 45415, + "FP": 53918, + "IoU": 0.5570810053997655, + "TN": 86703603, + "TP": 124936, + "n_pred": 178854, + "n_ref": 170351 + }, + "4": { + "Dice": 0.0, + "FN": 16522, + "FP": 25, + "IoU": 0.0, + "TN": 86911325, + "TP": 0, + "n_pred": 25, + "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": 0.7639117934647772, + "FN": 75095, + "FP": 604339, + "IoU": 0.6180075090320905, + "TN": 85149214, + "TP": 1099224, + "n_pred": 1703563, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.38471383431120265, + "FN": 754927, + "FP": 103212, + "IoU": 0.2381706984701075, + "TN": 85801453, + "TP": 268280, + "n_pred": 371492, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.8159574759569279, + "FN": 9718, + "FP": 10433, + "IoU": 0.6891285231637895, + "TN": 86863051, + "TP": 44670, + "n_pred": 55103, + "n_ref": 54388 + }, + "9": { + "Dice": 0.39674746423195417, + "FN": 36659, + "FP": 6222, + "IoU": 0.24746411147379874, + "TN": 86870890, + "TP": 14101, + "n_pred": 20323, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.46889275406640035, + "FN": 27133, + "FP": 111802, + "IoU": 0.30624422640001997, + "TN": 37549335, + "TP": 61330, + "n_pred": 173132, + "n_ref": 88463 + }, + "10": { + "Dice": 0.1947672720901711, + "FN": 52574, + "FP": 2578, + "IoU": 0.10789039500501439, + "TN": 37687778, + "TP": 6670, + "n_pred": 9248, + "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": 0.00372150721042022, + "FN": 44801, + "FP": 174, + "IoU": 0.0018642224638806897, + "TN": 37704541, + "TP": 84, + "n_pred": 258, + "n_ref": 44885 + }, + "14": { + "Dice": 0.33766359011675695, + "FN": 23245, + "FP": 278944, + "IoU": 0.2031259064706844, + "TN": 37370382, + "TP": 77029, + "n_pred": 355973, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 524, + "IoU": 0.0, + "TN": 37749076, + "TP": 0, + "n_pred": 524, + "n_ref": 0 + }, + "2": { + "Dice": 0.31482778102380116, + "FN": 67633, + "FP": 74260, + "IoU": 0.1868223185017078, + "TN": 37575108, + "TP": 32599, + "n_pred": 106859, + "n_ref": 100232 + }, + "3": { + "Dice": 0.0, + "FN": 88699, + "FP": 5067, + "IoU": 0.0, + "TN": 37655834, + "TP": 0, + "n_pred": 5067, + "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": 0.11675412293853074, + "FN": 9426, + "FP": 0, + "IoU": 0.061996218529206885, + "TN": 37739551, + "TP": 623, + "n_pred": 623, + "n_ref": 10049 + }, + "6": { + "Dice": 0.6958140783708604, + "FN": 307147, + "FP": 73514, + "IoU": 0.5335236846458792, + "TN": 36933565, + "TP": 435374, + "n_pred": 508888, + "n_ref": 742521 + }, + "7": { + "Dice": 0.4870260320397276, + "FN": 217892, + "FP": 50477, + "IoU": 0.3218998094833816, + "TN": 37353834, + "TP": 127397, + "n_pred": 177874, + "n_ref": 345289 + }, + "8": { + "Dice": 0.808786332371866, + "FN": 14295, + "FP": 15868, + "IoU": 0.6789599165549098, + "TN": 37655646, + "TP": 63791, + "n_pred": 79659, + "n_ref": 78086 + }, + "9": { + "Dice": 0.012936830816892777, + "FN": 54391, + "FP": 3596, + "IoU": 0.006510528209433413, + "TN": 37691233, + "TP": 380, + "n_pred": 3976, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7494490894245655, + "FN": 69979, + "FP": 15636, + "IoU": 0.5992951451130529, + "TN": 75693027, + "TP": 128046, + "n_pred": 143682, + "n_ref": 198025 + }, + "10": { + "Dice": 0.7234248182956775, + "FN": 40755, + "FP": 15335, + "IoU": 0.5666919024149066, + "TN": 75777242, + "TP": 73356, + "n_pred": 88691, + "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": 0.3288157407226848, + "FN": 33070, + "FP": 1349, + "IoU": 0.1967561260210035, + "TN": 75863838, + "TP": 8431, + "n_pred": 9780, + "n_ref": 41501 + }, + "14": { + "Dice": 0.7488880081032281, + "FN": 38655, + "FP": 18365, + "IoU": 0.5985779154493295, + "TN": 75764643, + "TP": 85025, + "n_pred": 103390, + "n_ref": 123680 + }, + "15": { + "Dice": 0.12543088847709566, + "FN": 174679, + "FP": 889, + "IoU": 0.06691185067868494, + "TN": 75718530, + "TP": 12590, + "n_pred": 13479, + "n_ref": 187269 + }, + "2": { + "Dice": 0.4506078668826573, + "FN": 135411, + "FP": 4317, + "IoU": 0.29082880779576714, + "TN": 75709658, + "TP": 57302, + "n_pred": 61619, + "n_ref": 192713 + }, + "3": { + "Dice": 0.6581560949032187, + "FN": 68831, + "FP": 120650, + "IoU": 0.4904863318328735, + "TN": 75534802, + "TP": 182405, + "n_pred": 303055, + "n_ref": 251236 + }, + "4": { + "Dice": 0.0, + "FN": 30177, + "FP": 0, + "IoU": 0.0, + "TN": 75876511, + "TP": 0, + "n_pred": 0, + "n_ref": 30177 + }, + "5": { + "Dice": 0.31301688790047955, + "FN": 7377, + "FP": 2508, + "IoU": 0.18554832330889018, + "TN": 75894551, + "TP": 2252, + "n_pred": 4760, + "n_ref": 9629 + }, + "6": { + "Dice": 0.8904076491661858, + "FN": 146225, + "FP": 237966, + "IoU": 0.8024637593230344, + "TN": 73961774, + "TP": 1560723, + "n_pred": 1798689, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.6165581598037485, + "FN": 109613, + "FP": 94523, + "IoU": 0.4456697360810521, + "TN": 75538431, + "TP": 164121, + "n_pred": 258644, + "n_ref": 273734 + }, + "8": { + "Dice": 0.814090043837621, + "FN": 26100, + "FP": 3883, + "IoU": 0.6864686813761371, + "TN": 75811058, + "TP": 65647, + "n_pred": 69530, + "n_ref": 91747 + }, + "9": { + "Dice": 0.3793217194103701, + "FN": 59347, + "FP": 865, + "IoU": 0.2340512142066632, + "TN": 75828077, + "TP": 18399, + "n_pred": 19264, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5712254266041313, + "FN": 26357, + "FP": 76765, + "IoU": 0.3998009463777479, + "TN": 61215937, + "TP": 68691, + "n_pred": 145456, + "n_ref": 95048 + }, + "10": { + "Dice": 0.5769553313765632, + "FN": 31270, + "FP": 37336, + "IoU": 0.40543726005078473, + "TN": 61272361, + "TP": 46783, + "n_pred": 84119, + "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": 0.05094892370398675, + "FN": 38255, + "FP": 6451, + "IoU": 0.026140373807345445, + "TN": 61341844, + "TP": 1200, + "n_pred": 7651, + "n_ref": 39455 + }, + "14": { + "Dice": 0.6871973494180613, + "FN": 9837, + "FP": 41711, + "IoU": 0.5234582281757587, + "TN": 61279579, + "TP": 56623, + "n_pred": 98334, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8163318515428437, + "FN": 11421, + "FP": 2668, + "IoU": 0.6896627679023767, + "TN": 61342351, + "TP": 31310, + "n_pred": 33978, + "n_ref": 42731 + }, + "2": { + "Dice": 0.5930882580246277, + "FN": 41074, + "FP": 85290, + "IoU": 0.42155327895117506, + "TN": 61169296, + "TP": 92090, + "n_pred": 177380, + "n_ref": 133164 + }, + "3": { + "Dice": 0.17486361184511495, + "FN": 120815, + "FP": 32, + "IoU": 0.09580851764283363, + "TN": 61254098, + "TP": 12805, + "n_pred": 12837, + "n_ref": 133620 + }, + "4": { + "Dice": 0.2140235294117647, + "FN": 16702, + "FP": 0, + "IoU": 0.11983558178752107, + "TN": 61368774, + "TP": 2274, + "n_pred": 2274, + "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": 0.84634551168674, + "FN": 240785, + "FP": 32958, + "IoU": 0.7336213053911561, + "TN": 60360104, + "TP": 753903, + "n_pred": 786861, + "n_ref": 994688 + }, + "7": { + "Dice": 0.3337515603083298, + "FN": 128264, + "FP": 78830, + "IoU": 0.20030119900372637, + "TN": 61128785, + "TP": 51871, + "n_pred": 130701, + "n_ref": 180135 + }, + "8": { + "Dice": 0.6033860564047315, + "FN": 137381, + "FP": 5824, + "IoU": 0.4320349651181699, + "TN": 61135613, + "TP": 108932, + "n_pred": 114756, + "n_ref": 246313 + }, + "9": { + "Dice": 0.21950974370428275, + "FN": 69889, + "FP": 0, + "IoU": 0.123286124666006, + "TN": 61308033, + "TP": 9828, + "n_pred": 9828, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8641874616005817, + "FN": 24461, + "FP": 26160, + "IoU": 0.7608539546661376, + "TN": 39537126, + "TP": 161053, + "n_pred": 187213, + "n_ref": 185514 + }, + "10": { + "Dice": 0.5010054436993597, + "FN": 22059, + "FP": 37248, + "IoU": 0.3342276605298608, + "TN": 39659720, + "TP": 29773, + "n_pred": 67021, + "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": 0.06731430536451169, + "FN": 42245, + "FP": 1151, + "IoU": 0.03482941150304702, + "TN": 39703838, + "TP": 1566, + "n_pred": 2717, + "n_ref": 43811 + }, + "14": { + "Dice": 0.16960458636948136, + "FN": 27002, + "FP": 34992, + "IoU": 0.09266008049762166, + "TN": 39680475, + "TP": 6331, + "n_pred": 41323, + "n_ref": 33333 + }, + "15": { + "Dice": 0.011195295714124165, + "FN": 51419, + "FP": 1045, + "IoU": 0.005629157900722125, + "TN": 39696039, + "TP": 297, + "n_pred": 1342, + "n_ref": 51716 + }, + "2": { + "Dice": 0.5433022392845234, + "FN": 54304, + "FP": 52524, + "IoU": 0.3729684042472017, + "TN": 39578429, + "TP": 63543, + "n_pred": 116067, + "n_ref": 117847 + }, + "3": { + "Dice": 0.5912791539910184, + "FN": 62847, + "FP": 35902, + "IoU": 0.4197276952819711, + "TN": 39578623, + "TP": 71428, + "n_pred": 107330, + "n_ref": 134275 + }, + "4": { + "Dice": 0.0, + "FN": 23773, + "FP": 0, + "IoU": 0.0, + "TN": 39725027, + "TP": 0, + "n_pred": 0, + "n_ref": 23773 + }, + "5": { + "Dice": 0.15810276679841898, + "FN": 5964, + "FP": 0, + "IoU": 0.08583690987124463, + "TN": 39742276, + "TP": 560, + "n_pred": 560, + "n_ref": 6524 + }, + "6": { + "Dice": 0.8365771687047759, + "FN": 85998, + "FP": 242955, + "IoU": 0.7190654559988522, + "TN": 38577876, + "TP": 841971, + "n_pred": 1084926, + "n_ref": 927969 + }, + "7": { + "Dice": 0.4074188127811065, + "FN": 540903, + "FP": 15222, + "IoU": 0.255822947081635, + "TN": 39001498, + "TP": 191177, + "n_pred": 206399, + "n_ref": 732080 + }, + "8": { + "Dice": 0.7758437177618759, + "FN": 2154, + "FP": 25224, + "IoU": 0.6337783247277883, + "TN": 39674042, + "TP": 47380, + "n_pred": 72604, + "n_ref": 49534 + }, + "9": { + "Dice": 0.13275896703345758, + "FN": 38655, + "FP": 200, + "IoU": 0.07109899830261301, + "TN": 39706971, + "TP": 2974, + "n_pred": 3174, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.613040267660975, + "FN": 29711, + "FP": 55181, + "IoU": 0.44200293156825754, + "TN": 101244471, + "TP": 67245, + "n_pred": 122426, + "n_ref": 96956 + }, + "10": { + "Dice": 0.4767115500763847, + "FN": 48846, + "FP": 24799, + "IoU": 0.3129489691202538, + "TN": 101289418, + "TP": 33545, + "n_pred": 58344, + "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": 0.035505853573300716, + "FN": 48929, + "FP": 6269, + "IoU": 0.018073789447468604, + "TN": 101340394, + "TP": 1016, + "n_pred": 7285, + "n_ref": 49945 + }, + "14": { + "Dice": 0.8434404240005234, + "FN": 46658, + "FP": 1196, + "IoU": 0.7292667334249846, + "TN": 101219851, + "TP": 128903, + "n_pred": 130099, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8165784454492853, + "FN": 7822, + "FP": 737, + "IoU": 0.6900148491543225, + "TN": 101368997, + "TP": 19052, + "n_pred": 19789, + "n_ref": 26874 + }, + "2": { + "Dice": 0.493611910303763, + "FN": 118860, + "FP": 10153, + "IoU": 0.32767911116669796, + "TN": 101204716, + "TP": 62879, + "n_pred": 73032, + "n_ref": 181739 + }, + "3": { + "Dice": 0.22072972266491278, + "FN": 140999, + "FP": 43833, + "IoU": 0.12405631987261206, + "TN": 101185599, + "TP": 26177, + "n_pred": 70010, + "n_ref": 167176 + }, + "4": { + "Dice": 0.0, + "FN": 10146, + "FP": 0, + "IoU": 0.0, + "TN": 101386462, + "TP": 0, + "n_pred": 0, + "n_ref": 10146 + }, + "5": { + "Dice": 0.05673438675696012, + "FN": 37385, + "FP": 223, + "IoU": 0.029195384496244096, + "TN": 101357869, + "TP": 1131, + "n_pred": 1354, + "n_ref": 38516 + }, + "6": { + "Dice": 0.7524986598642108, + "FN": 277253, + "FP": 744510, + "IoU": 0.6032046905715566, + "TN": 98821570, + "TP": 1553275, + "n_pred": 2297785, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.44455872302705923, + "FN": 296769, + "FP": 113666, + "IoU": 0.28580874740074996, + "TN": 100821923, + "TP": 164250, + "n_pred": 277916, + "n_ref": 461019 + }, + "8": { + "Dice": 0.6573640406637397, + "FN": 116628, + "FP": 28368, + "IoU": 0.48960705699310425, + "TN": 101112521, + "TP": 139091, + "n_pred": 167459, + "n_ref": 255719 + }, + "9": { + "Dice": 0.2291992804706111, + "FN": 74833, + "FP": 4440, + "IoU": 0.1294325656991621, + "TN": 101305549, + "TP": 11786, + "n_pred": 16226, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.27135581819928895, + "FN": 180283, + "FP": 16875, + "IoU": 0.15697609783212896, + "TN": 73649634, + "TP": 36712, + "n_pred": 53587, + "n_ref": 216995 + }, + "10": { + "Dice": 0.11962018279259046, + "FN": 62393, + "FP": 135556, + "IoU": 0.06361490465806043, + "TN": 73672107, + "TP": 13448, + "n_pred": 149004, + "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": 0.015163902682513318, + "FN": 60358, + "FP": 54077, + "IoU": 0.007639876513233203, + "TN": 73768188, + "TP": 881, + "n_pred": 54958, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6718757369471914, + "FN": 37038, + "FP": 25575, + "IoU": 0.5058831885224555, + "TN": 73756787, + "TP": 64104, + "n_pred": 89679, + "n_ref": 101142 + }, + "15": { + "Dice": 0.025541104381712428, + "FN": 219301, + "FP": 0, + "IoU": 0.012935748846629909, + "TN": 73661329, + "TP": 2874, + "n_pred": 2874, + "n_ref": 222175 + }, + "2": { + "Dice": 0.037372730648218715, + "FN": 186269, + "FP": 60024, + "IoU": 0.01904219473143376, + "TN": 73632430, + "TP": 4781, + "n_pred": 64805, + "n_ref": 191050 + }, + "3": { + "Dice": 0.5736467672805913, + "FN": 62992, + "FP": 122131, + "IoU": 0.4021772125737094, + "TN": 73573842, + "TP": 124539, + "n_pred": 246670, + "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": 0.0, + "FN": 15128, + "FP": 220, + "IoU": 0.0, + "TN": 73868156, + "TP": 0, + "n_pred": 220, + "n_ref": 15128 + }, + "6": { + "Dice": 0.5621719601982744, + "FN": 522175, + "FP": 1314511, + "IoU": 0.3909869223831503, + "TN": 70867664, + "TP": 1179154, + "n_pred": 2493665, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.20424999341290542, + "FN": 95080, + "FP": 508942, + "IoU": 0.11374077274881482, + "TN": 73201963, + "TP": 77519, + "n_pred": 586461, + "n_ref": 172599 + }, + "8": { + "Dice": 0.5312431188424739, + "FN": 42052, + "FP": 23941, + "IoU": 0.36169574805586724, + "TN": 73780116, + "TP": 37395, + "n_pred": 61336, + "n_ref": 79447 + }, + "9": { + "Dice": 0.3866996862068131, + "FN": 66212, + "FP": 9817, + "IoU": 0.23969479389587792, + "TN": 73783506, + "TP": 23969, + "n_pred": 33786, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48850746103802867, + "FN": 121000, + "FP": 17927, + "IoU": 0.3231954167458311, + "TN": 69290507, + "TP": 66342, + "n_pred": 84269, + "n_ref": 187342 + }, + "10": { + "Dice": 0.38596958174904944, + "FN": 37020, + "FP": 59874, + "IoU": 0.23913401964710593, + "TN": 69368429, + "TP": 30453, + "n_pred": 90327, + "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": 0.349491917521437, + "FN": 59538, + "FP": 8511, + "IoU": 0.21174808001946044, + "TN": 69409447, + "TP": 18280, + "n_pred": 26791, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7943006915431678, + "FN": 45422, + "FP": 9279, + "IoU": 0.6587883778085507, + "TN": 69335462, + "TP": 105613, + "n_pred": 114892, + "n_ref": 151035 + }, + "15": { + "Dice": 0.38900362489609486, + "FN": 71299, + "FP": 0, + "IoU": 0.24146772203072472, + "TN": 69401780, + "TP": 22697, + "n_pred": 22697, + "n_ref": 93996 + }, + "2": { + "Dice": 0.44398168849142977, + "FN": 98021, + "FP": 32546, + "IoU": 0.2853319175022989, + "TN": 69313080, + "TP": 52129, + "n_pred": 84675, + "n_ref": 150150 + }, + "3": { + "Dice": 0.6247556369814642, + "FN": 50488, + "FP": 96162, + "IoU": 0.45428700075540224, + "TN": 69227045, + "TP": 122081, + "n_pred": 218243, + "n_ref": 172569 + }, + "4": { + "Dice": 0.0, + "FN": 37119, + "FP": 0, + "IoU": 0.0, + "TN": 69458657, + "TP": 0, + "n_pred": 0, + "n_ref": 37119 + }, + "5": { + "Dice": 0.1797827743902439, + "FN": 17206, + "FP": 12, + "IoU": 0.09876995550902905, + "TN": 69476671, + "TP": 1887, + "n_pred": 1899, + "n_ref": 19093 + }, + "6": { + "Dice": 0.7932496564097589, + "FN": 235582, + "FP": 397293, + "IoU": 0.6573436341851262, + "TN": 67648809, + "TP": 1214092, + "n_pred": 1611385, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.6555091074407695, + "FN": 72918, + "FP": 179414, + "IoU": 0.487551913567084, + "TN": 69003371, + "TP": 240073, + "n_pred": 419487, + "n_ref": 312991 + }, + "8": { + "Dice": 0.6805949788819224, + "FN": 23826, + "FP": 37051, + "IoU": 0.5158347649042438, + "TN": 69370040, + "TP": 64859, + "n_pred": 101910, + "n_ref": 88685 + }, + "9": { + "Dice": 0.1251304166376852, + "FN": 74972, + "FP": 496, + "IoU": 0.06674086440363569, + "TN": 69414911, + "TP": 5397, + "n_pred": 5893, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5278125930317791, + "FN": 96920, + "FP": 91827, + "IoU": 0.3585226925142232, + "TN": 50539314, + "TP": 105491, + "n_pred": 197318, + "n_ref": 202411 + }, + "10": { + "Dice": 0.5656839942857818, + "FN": 27926, + "FP": 45648, + "IoU": 0.3943928618464375, + "TN": 50712064, + "TP": 47914, + "n_pred": 93562, + "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": 0.08242577466614806, + "FN": 45720, + "FP": 10898, + "IoU": 0.04298439850577238, + "TN": 50774391, + "TP": 2543, + "n_pred": 13441, + "n_ref": 48263 + }, + "14": { + "Dice": 0.3846670533996886, + "FN": 38138, + "FP": 2170, + "IoU": 0.23813484038028995, + "TN": 50780645, + "TP": 12599, + "n_pred": 14769, + "n_ref": 50737 + }, + "15": { + "Dice": 0.0, + "FN": 34756, + "FP": 0, + "IoU": 0.0, + "TN": 50798796, + "TP": 0, + "n_pred": 0, + "n_ref": 34756 + }, + "2": { + "Dice": 0.5743327563302605, + "FN": 97934, + "FP": 71250, + "IoU": 0.40285189891289, + "TN": 50550232, + "TP": 114136, + "n_pred": 185386, + "n_ref": 212070 + }, + "3": { + "Dice": 0.5532046173226727, + "FN": 95545, + "FP": 78245, + "IoU": 0.3823654843983226, + "TN": 50552172, + "TP": 107590, + "n_pred": 185835, + "n_ref": 203135 + }, + "4": { + "Dice": 0.0, + "FN": 17965, + "FP": 0, + "IoU": 0.0, + "TN": 50815587, + "TP": 0, + "n_pred": 0, + "n_ref": 17965 + }, + "5": { + "Dice": 0.3608984175599796, + "FN": 10016, + "FP": 0, + "IoU": 0.22018062908751168, + "TN": 50820708, + "TP": 2828, + "n_pred": 2828, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8280744534068033, + "FN": 313673, + "FP": 468101, + "IoU": 0.7065930560299046, + "TN": 48169082, + "TP": 1882696, + "n_pred": 2350797, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.48938517975055024, + "FN": 61605, + "FP": 286379, + "IoU": 0.3239642383951572, + "TN": 50318810, + "TP": 166758, + "n_pred": 453137, + "n_ref": 228363 + }, + "8": { + "Dice": 0.8236733825198638, + "FN": 10040, + "FP": 29728, + "IoU": 0.7002080632029671, + "TN": 50700900, + "TP": 92884, + "n_pred": 122612, + "n_ref": 102924 + }, + "9": { + "Dice": 0.1257903332740415, + "FN": 107339, + "FP": 785, + "IoU": 0.06711646808106779, + "TN": 50717649, + "TP": 7779, + "n_pred": 8564, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5952724770553289, + "FN": 119820, + "FP": 5463, + "IoU": 0.4237636604481731, + "TN": 76667444, + "TP": 92133, + "n_pred": 97596, + "n_ref": 211953 + }, + "10": { + "Dice": 0.40279737647178354, + "FN": 29278, + "FP": 76526, + "IoU": 0.2521892780153373, + "TN": 76743375, + "TP": 35681, + "n_pred": 112207, + "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": 0.2579260024536708, + "FN": 34794, + "FP": 11176, + "IoU": 0.1480568579847662, + "TN": 76830901, + "TP": 7989, + "n_pred": 19165, + "n_ref": 42783 + }, + "14": { + "Dice": 0.7520720229163825, + "FN": 12591, + "FP": 32848, + "IoU": 0.6026565929501474, + "TN": 76770503, + "TP": 68918, + "n_pred": 101766, + "n_ref": 81509 + }, + "15": { + "Dice": 0.40089845577912964, + "FN": 29306, + "FP": 2701, + "IoU": 0.2507023129506508, + "TN": 76842144, + "TP": 10709, + "n_pred": 13410, + "n_ref": 40015 + }, + "2": { + "Dice": 0.5236942234520927, + "FN": 55449, + "FP": 32679, + "IoU": 0.3547328959700094, + "TN": 76748284, + "TP": 48448, + "n_pred": 81127, + "n_ref": 103897 + }, + "3": { + "Dice": 0.47899349758626164, + "FN": 47650, + "FP": 60599, + "IoU": 0.3149187704497845, + "TN": 76726851, + "TP": 49760, + "n_pred": 110359, + "n_ref": 97410 + }, + "4": { + "Dice": 0.0, + "FN": 24882, + "FP": 0, + "IoU": 0.0, + "TN": 76859978, + "TP": 0, + "n_pred": 0, + "n_ref": 24882 + }, + "5": { + "Dice": 0.1168030356931104, + "FN": 14770, + "FP": 126, + "IoU": 0.06202380202758013, + "TN": 76868979, + "TP": 985, + "n_pred": 1111, + "n_ref": 15755 + }, + "6": { + "Dice": 0.8364862886537489, + "FN": 53983, + "FP": 367098, + "IoU": 0.7189311827583768, + "TN": 75386718, + "TP": 1077061, + "n_pred": 1444159, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.5010501658824045, + "FN": 52493, + "FP": 163922, + "IoU": 0.33426746811534463, + "TN": 76559782, + "TP": 108663, + "n_pred": 272585, + "n_ref": 161156 + }, + "8": { + "Dice": 0.8002632404406202, + "FN": 12249, + "FP": 20226, + "IoU": 0.6670323586105074, + "TN": 76787328, + "TP": 65057, + "n_pred": 85283, + "n_ref": 77306 + }, + "9": { + "Dice": 0.25474536818001176, + "FN": 78306, + "FP": 454, + "IoU": 0.1459645850728142, + "TN": 76792639, + "TP": 13461, + "n_pred": 13915, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48581120432488184, + "FN": 69936, + "FP": 45721, + "IoU": 0.3208392544658062, + "TN": 130829638, + "TP": 54637, + "n_pred": 100358, + "n_ref": 124573 + }, + "10": { + "Dice": 0.4548726436577319, + "FN": 16614, + "FP": 81534, + "IoU": 0.29439168350144146, + "TN": 130860835, + "TP": 40949, + "n_pred": 122483, + "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": 0.044103525273911585, + "FN": 76511, + "FP": 6110, + "IoU": 0.022549008009275142, + "TN": 130915405, + "TP": 1906, + "n_pred": 8016, + "n_ref": 78417 + }, + "14": { + "Dice": 0.004532442247066409, + "FN": 943967, + "FP": 3963, + "IoU": 0.002271368546913549, + "TN": 130049844, + "TP": 2158, + "n_pred": 6121, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 0, + "IoU": 0.0, + "TN": 130974622, + "TP": 0, + "n_pred": 0, + "n_ref": 25310 + }, + "2": { + "Dice": 0.38647927570672536, + "FN": 165837, + "FP": 2491, + "IoU": 0.239525448844795, + "TN": 130778586, + "TP": 53018, + "n_pred": 55509, + "n_ref": 218855 + }, + "3": { + "Dice": 0.5836325607366957, + "FN": 128873, + "FP": 91096, + "IoU": 0.41206296089400407, + "TN": 130625795, + "TP": 154168, + "n_pred": 245264, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 16, + "IoU": 0.0, + "TN": 130997636, + "TP": 0, + "n_pred": 16, + "n_ref": 2280 + }, + "5": { + "Dice": 0.0, + "FN": 23719, + "FP": 113, + "IoU": 0.0, + "TN": 130976100, + "TP": 0, + "n_pred": 113, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8356739974256239, + "FN": 136904, + "FP": 388556, + "IoU": 0.717731971610968, + "TN": 129138368, + "TP": 1336104, + "n_pred": 1724660, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.42768014498957996, + "FN": 105664, + "FP": 157701, + "IoU": 0.27200581588200173, + "TN": 130638164, + "TP": 98403, + "n_pred": 256104, + "n_ref": 204067 + }, + "8": { + "Dice": 0.5989150281828045, + "FN": 69442, + "FP": 6341, + "IoU": 0.4274651717989786, + "TN": 130867568, + "TP": 56581, + "n_pred": 62922, + "n_ref": 126023 + }, + "9": { + "Dice": 0.2433622541630565, + "FN": 46967, + "FP": 16782, + "IoU": 0.13853866839637302, + "TN": 130925931, + "TP": 10252, + "n_pred": 27034, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4311776579707182, + "FN": 40542, + "FP": 3982, + "IoU": 0.27484160979820516, + "TN": 74365299, + "TP": 16875, + "n_pred": 20857, + "n_ref": 57417 + }, + "10": { + "Dice": 0.3564691471443883, + "FN": 55494, + "FP": 28564, + "IoU": 0.216892275873634, + "TN": 74319359, + "TP": 23281, + "n_pred": 51845, + "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": 0.13140790810900238, + "FN": 94987, + "FP": 15266, + "IoU": 0.07032455541220814, + "TN": 74308105, + "TP": 8340, + "n_pred": 23606, + "n_ref": 103327 + }, + "14": { + "Dice": 0.7818081199376163, + "FN": 46575, + "FP": 22817, + "IoU": 0.6417774841001074, + "TN": 74232986, + "TP": 124320, + "n_pred": 147137, + "n_ref": 170895 + }, + "15": { + "Dice": 0.653063684860906, + "FN": 11384, + "FP": 127, + "IoU": 0.4848511971358246, + "TN": 74404353, + "TP": 10834, + "n_pred": 10961, + "n_ref": 22218 + }, + "2": { + "Dice": 0.6664859065185983, + "FN": 32720, + "FP": 53383, + "IoU": 0.49979667239856856, + "TN": 74254562, + "TP": 86033, + "n_pred": 139416, + "n_ref": 118753 + }, + "3": { + "Dice": 0.33187043997346893, + "FN": 101172, + "FP": 19706, + "IoU": 0.19894764047475463, + "TN": 74275799, + "TP": 30021, + "n_pred": 49727, + "n_ref": 131193 + }, + "4": { + "Dice": 0.008564610506358079, + "FN": 30329, + "FP": 0, + "IoU": 0.004300722258699935, + "TN": 74396238, + "TP": 131, + "n_pred": 131, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9205872074625429, + "FN": 51187, + "FP": 93112, + "IoU": 0.8528592711028086, + "TN": 73446011, + "TP": 836388, + "n_pred": 929500, + "n_ref": 887575 + }, + "7": { + "Dice": 0.5447487991691549, + "FN": 66589, + "FP": 73683, + "IoU": 0.3743331727595497, + "TN": 74202502, + "TP": 83924, + "n_pred": 157607, + "n_ref": 150513 + }, + "8": { + "Dice": 0.7135433536593953, + "FN": 17898, + "FP": 2443, + "IoU": 0.5546579091406678, + "TN": 74381023, + "TP": 25334, + "n_pred": 27777, + "n_ref": 43232 + }, + "9": { + "Dice": 0.465987276389526, + "FN": 22089, + "FP": 4688, + "IoU": 0.30377015080603226, + "TN": 74388238, + "TP": 11683, + "n_pred": 16371, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8788842614097103, + "FN": 28766, + "FP": 2002, + "IoU": 0.7839371361558394, + "TN": 106504285, + "TP": 111635, + "n_pred": 113637, + "n_ref": 140401 + }, + "10": { + "Dice": 0.564482921391196, + "FN": 43138, + "FP": 43590, + "IoU": 0.3932261968894517, + "TN": 106503755, + "TP": 56205, + "n_pred": 99795, + "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": 0.127254988234844, + "FN": 37617, + "FP": 8004, + "IoU": 0.06795104909391791, + "TN": 106597741, + "TP": 3326, + "n_pred": 11330, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8608015397510322, + "FN": 14797, + "FP": 3139, + "IoU": 0.7556203504373654, + "TN": 106573294, + "TP": 55458, + "n_pred": 58597, + "n_ref": 70255 + }, + "15": { + "Dice": 0.6282791119623012, + "FN": 14095, + "FP": 656, + "IoU": 0.45802255942976816, + "TN": 106619471, + "TP": 12466, + "n_pred": 13122, + "n_ref": 26561 + }, + "2": { + "Dice": 0.002332910627049992, + "FN": 186455, + "FP": 0, + "IoU": 0.0011678175204769838, + "TN": 106460015, + "TP": 218, + "n_pred": 218, + "n_ref": 186673 + }, + "3": { + "Dice": 0.5856702587256423, + "FN": 24213, + "FP": 154458, + "IoU": 0.4140973930152484, + "TN": 106341738, + "TP": 126279, + "n_pred": 280737, + "n_ref": 150492 + }, + "4": { + "Dice": 0.0, + "FN": 10083, + "FP": 0, + "IoU": 0.0, + "TN": 106636605, + "TP": 0, + "n_pred": 0, + "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": 0.9349432564739039, + "FN": 123435, + "FP": 36491, + "IoU": 0.8778342207182088, + "TN": 105337598, + "TP": 1149164, + "n_pred": 1185655, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.5197873685830139, + "FN": 198333, + "FP": 57592, + "IoU": 0.3511572307590896, + "TN": 106252255, + "TP": 138508, + "n_pred": 196100, + "n_ref": 336841 + }, + "8": { + "Dice": 0.7375742567558424, + "FN": 16525, + "FP": 22261, + "IoU": 0.5842515971358745, + "TN": 106553396, + "TP": 54506, + "n_pred": 76767, + "n_ref": 71031 + }, + "9": { + "Dice": 0.19174597879681848, + "FN": 75887, + "FP": 1648, + "IoU": 0.10603929345570262, + "TN": 106559956, + "TP": 9197, + "n_pred": 10845, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6860873975150029, + "FN": 73573, + "FP": 705, + "IoU": 0.5221712587408088, + "TN": 107971479, + "TP": 81171, + "n_pred": 81876, + "n_ref": 154744 + }, + "10": { + "Dice": 0.7169169885592195, + "FN": 13026, + "FP": 40766, + "IoU": 0.5587456011549788, + "TN": 108005021, + "TP": 68115, + "n_pred": 108881, + "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": 0.26824450172144565, + "FN": 63164, + "FP": 14626, + "IoU": 0.15489744481140275, + "TN": 108034880, + "TP": 14258, + "n_pred": 28884, + "n_ref": 77422 + }, + "14": { + "Dice": 0.6013125273443197, + "FN": 8969, + "FP": 32038, + "IoU": 0.42991199899904076, + "TN": 108054997, + "TP": 30924, + "n_pred": 62962, + "n_ref": 39893 + }, + "15": { + "Dice": 0.37763261628561773, + "FN": 20525, + "FP": 1579, + "IoU": 0.2327664005553627, + "TN": 108098118, + "TP": 6706, + "n_pred": 8285, + "n_ref": 27231 + }, + "2": { + "Dice": 0.5932714757337446, + "FN": 106925, + "FP": 7528, + "IoU": 0.4217384274931035, + "TN": 107929002, + "TP": 83473, + "n_pred": 91001, + "n_ref": 190398 + }, + "3": { + "Dice": 0.8134740495768589, + "FN": 23994, + "FP": 56829, + "IoU": 0.6855931379223154, + "TN": 107869863, + "TP": 176242, + "n_pred": 233071, + "n_ref": 200236 + }, + "4": { + "Dice": 0.0, + "FN": 33309, + "FP": 0, + "IoU": 0.0, + "TN": 108093619, + "TP": 0, + "n_pred": 0, + "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": 0.9273160680376551, + "FN": 136695, + "FP": 73788, + "IoU": 0.8644821092278719, + "TN": 106573753, + "TP": 1342692, + "n_pred": 1416480, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.5467165029001245, + "FN": 91245, + "FP": 182589, + "IoU": 0.37619398003977467, + "TN": 107687955, + "TP": 165139, + "n_pred": 347728, + "n_ref": 256384 + }, + "8": { + "Dice": 0.7680465812816136, + "FN": 6501, + "FP": 15648, + "IoU": 0.6234380047263639, + "TN": 108068109, + "TP": 36670, + "n_pred": 52318, + "n_ref": 43171 + }, + "9": { + "Dice": 0.3683498417236802, + "FN": 47309, + "FP": 2177, + "IoU": 0.22575295314089025, + "TN": 108063013, + "TP": 14429, + "n_pred": 16606, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.40879932159425353, + "FN": 83517, + "FP": 35001, + "IoU": 0.25691248573614056, + "TN": 62410666, + "TP": 40976, + "n_pred": 75977, + "n_ref": 124493 + }, + "10": { + "Dice": 0.6409839934474477, + "FN": 12974, + "FP": 38748, + "IoU": 0.4716530124420291, + "TN": 62472266, + "TP": 46172, + "n_pred": 84920, + "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": 0.40249894707286255, + "FN": 24507, + "FP": 26565, + "IoU": 0.2519553563582037, + "TN": 62501886, + "TP": 17202, + "n_pred": 43767, + "n_ref": 41709 + }, + "14": { + "Dice": 0.730098520138333, + "FN": 150606, + "FP": 97, + "IoU": 0.5749253242998537, + "TN": 62215627, + "TP": 203830, + "n_pred": 203927, + "n_ref": 354436 + }, + "15": { + "Dice": 0.006084529157761591, + "FN": 91060, + "FP": 90, + "IoU": 0.003051548195867832, + "TN": 62478731, + "TP": 279, + "n_pred": 369, + "n_ref": 91339 + }, + "2": { + "Dice": 0.3853429317572675, + "FN": 122155, + "FP": 20947, + "IoU": 0.23865311051878335, + "TN": 62382201, + "TP": 44857, + "n_pred": 65804, + "n_ref": 167012 + }, + "3": { + "Dice": 0.5928241649376624, + "FN": 73306, + "FP": 100962, + "IoU": 0.4212864875635108, + "TN": 62269030, + "TP": 126862, + "n_pred": 227824, + "n_ref": 200168 + }, + "4": { + "Dice": 0.0, + "FN": 23480, + "FP": 0, + "IoU": 0.0, + "TN": 62546680, + "TP": 0, + "n_pred": 0, + "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": 0.8817160107742508, + "FN": 99569, + "FP": 264782, + "IoU": 0.7884544706615286, + "TN": 60847831, + "TP": 1357978, + "n_pred": 1622760, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.5858689711084606, + "FN": 43229, + "FP": 160586, + "IoU": 0.4142961006715845, + "TN": 62222177, + "TP": 144168, + "n_pred": 304754, + "n_ref": 187397 + }, + "8": { + "Dice": 0.7070831737384914, + "FN": 20281, + "FP": 21015, + "IoU": 0.5468899154039434, + "TN": 62479021, + "TP": 49843, + "n_pred": 70858, + "n_ref": 70124 + }, + "9": { + "Dice": 0.3816793893129771, + "FN": 33746, + "FP": 17608, + "IoU": 0.2358490566037736, + "TN": 62502956, + "TP": 15850, + "n_pred": 33458, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5617769053711428, + "FN": 160506, + "FP": 27025, + "IoU": 0.3906048425095781, + "TN": 55073515, + "TP": 120202, + "n_pred": 147227, + "n_ref": 280708 + }, + "10": { + "Dice": 0.6768294351726667, + "FN": 14743, + "FP": 44298, + "IoU": 0.5115209279621402, + "TN": 55260381, + "TP": 61826, + "n_pred": 106124, + "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": 0.32423771724905515, + "FN": 41616, + "FP": 13635, + "IoU": 0.19348670189472456, + "TN": 55312742, + "TP": 13255, + "n_pred": 26890, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8351750171585449, + "FN": 22175, + "FP": 6643, + "IoU": 0.7169961405886339, + "TN": 55279419, + "TP": 73011, + "n_pred": 79654, + "n_ref": 95186 + }, + "15": { + "Dice": 0.4978323759314981, + "FN": 57830, + "FP": 2751, + "IoU": 0.3314093367178016, + "TN": 55290638, + "TP": 30029, + "n_pred": 32780, + "n_ref": 87859 + }, + "2": { + "Dice": 0.4778233216537211, + "FN": 127115, + "FP": 22062, + "IoU": 0.3139079243894587, + "TN": 55163818, + "TP": 68253, + "n_pred": 90315, + "n_ref": 195368 + }, + "3": { + "Dice": 0.6038828424463094, + "FN": 76996, + "FP": 63237, + "IoU": 0.43254453193917275, + "TN": 55134122, + "TP": 106893, + "n_pred": 170130, + "n_ref": 183889 + }, + "4": { + "Dice": 0.0, + "FN": 7409, + "FP": 0, + "IoU": 0.0, + "TN": 55373839, + "TP": 0, + "n_pred": 0, + "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": 0.8779418175625094, + "FN": 117274, + "FP": 266868, + "IoU": 0.7824387641426244, + "TN": 53615575, + "TP": 1381531, + "n_pred": 1648399, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.7331201631215534, + "FN": 40783, + "FP": 57120, + "IoU": 0.5786816884922087, + "TN": 55148875, + "TP": 134470, + "n_pred": 191590, + "n_ref": 175253 + }, + "8": { + "Dice": 0.8411780407509565, + "FN": 9236, + "FP": 5044, + "IoU": 0.7258906633906634, + "TN": 55329152, + "TP": 37816, + "n_pred": 42860, + "n_ref": 47052 + }, + "9": { + "Dice": 0.644662632996389, + "FN": 24226, + "FP": 5197, + "IoU": 0.47564735444549394, + "TN": 55325135, + "TP": 26690, + "n_pred": 31887, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6411618130809289, + "FN": 145674, + "FP": 14464, + "IoU": 0.4718455951952982, + "TN": 110843412, + "TP": 143065, + "n_pred": 157529, + "n_ref": 288739 + }, + "10": { + "Dice": 0.6399915729597345, + "FN": 21518, + "FP": 46835, + "IoU": 0.4705791230665562, + "TN": 111017506, + "TP": 60756, + "n_pred": 107591, + "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": 0.07054800924256388, + "FN": 59953, + "FP": 9636, + "IoU": 0.03656375467257372, + "TN": 111074385, + "TP": 2641, + "n_pred": 12277, + "n_ref": 62594 + }, + "14": { + "Dice": 0.39932030586236195, + "FN": 30776, + "FP": 332, + "IoU": 0.2494692144373673, + "TN": 111105167, + "TP": 10340, + "n_pred": 10672, + "n_ref": 41116 + }, + "15": { + "Dice": 0.47144571085782844, + "FN": 17505, + "FP": 117, + "IoU": 0.3084258859542404, + "TN": 111121134, + "TP": 7859, + "n_pred": 7976, + "n_ref": 25364 + }, + "2": { + "Dice": 0.2707558008498568, + "FN": 131260, + "FP": 1399, + "IoU": 0.1565746474574978, + "TN": 110989329, + "TP": 24627, + "n_pred": 26026, + "n_ref": 155887 + }, + "3": { + "Dice": 0.306160885507615, + "FN": 190998, + "FP": 51777, + "IoU": 0.18074968448190917, + "TN": 110850277, + "TP": 53563, + "n_pred": 105340, + "n_ref": 244561 + }, + "4": { + "Dice": 0.0, + "FN": 18838, + "FP": 0, + "IoU": 0.0, + "TN": 111127777, + "TP": 0, + "n_pred": 0, + "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": 0.9237741339013326, + "FN": 75205, + "FP": 177128, + "IoU": 0.8583459690018654, + "TN": 109365282, + "TP": 1529000, + "n_pred": 1706128, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.17898578154988412, + "FN": 324797, + "FP": 169713, + "IoU": 0.09828906316954558, + "TN": 110598202, + "TP": 53903, + "n_pred": 223616, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8228729856177439, + "FN": 9317, + "FP": 21349, + "IoU": 0.6990519931696402, + "TN": 111044717, + "TP": 71232, + "n_pred": 92581, + "n_ref": 80549 + }, + "9": { + "Dice": 0.2451574698851506, + "FN": 47988, + "FP": 451, + "IoU": 0.13970340111890595, + "TN": 111090310, + "TP": 7866, + "n_pred": 8317, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8042047244094488, + "FN": 48990, + "FP": 25608, + "IoU": 0.6725270962559098, + "TN": 96893226, + "TP": 153201, + "n_pred": 178809, + "n_ref": 202191 + }, + "10": { + "Dice": 0.49902469299995567, + "FN": 29375, + "FP": 61029, + "IoU": 0.33246695709960866, + "TN": 96985595, + "TP": 45026, + "n_pred": 106055, + "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": 0.09417866317677281, + "FN": 47485, + "FP": 27267, + "IoU": 0.04941631272412828, + "TN": 97042387, + "TP": 3886, + "n_pred": 31153, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8174542649520954, + "FN": 40051, + "FP": 1599, + "IoU": 0.6912665114968941, + "TN": 96986119, + "TP": 93256, + "n_pred": 94855, + "n_ref": 133307 + }, + "15": { + "Dice": 0.49745569398140027, + "FN": 45819, + "FP": 5, + "IoU": 0.3310755576316711, + "TN": 97052521, + "TP": 22680, + "n_pred": 22685, + "n_ref": 68499 + }, + "2": { + "Dice": 0.4032815279032303, + "FN": 124086, + "FP": 4076, + "IoU": 0.25256896250072897, + "TN": 96949555, + "TP": 43308, + "n_pred": 47384, + "n_ref": 167394 + }, + "3": { + "Dice": 0.6333647877270406, + "FN": 76543, + "FP": 89362, + "IoU": 0.4634483160093918, + "TN": 96811819, + "TP": 143301, + "n_pred": 232663, + "n_ref": 219844 + }, + "4": { + "Dice": 0.0, + "FN": 17233, + "FP": 0, + "IoU": 0.0, + "TN": 97103792, + "TP": 0, + "n_pred": 0, + "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": 0.8728517073532799, + "FN": 105946, + "FP": 325740, + "IoU": 0.7743894153480798, + "TN": 95207613, + "TP": 1481726, + "n_pred": 1807466, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.5507435449630319, + "FN": 116110, + "FP": 227564, + "IoU": 0.38001800374867634, + "TN": 96566696, + "TP": 210655, + "n_pred": 438219, + "n_ref": 326765 + }, + "8": { + "Dice": 0.738780868885899, + "FN": 32019, + "FP": 16131, + "IoU": 0.5857672553962096, + "TN": 97004786, + "TP": 68089, + "n_pred": 84220, + "n_ref": 100108 + }, + "9": { + "Dice": 0.3773243947497923, + "FN": 72059, + "FP": 5126, + "IoU": 0.23253224090443567, + "TN": 97020454, + "TP": 23386, + "n_pred": 28512, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6892453518045936, + "FN": 93153, + "FP": 611, + "IoU": 0.525838571508038, + "TN": 78858658, + "TP": 103983, + "n_pred": 104594, + "n_ref": 197136 + }, + "10": { + "Dice": 0.5143528923619515, + "FN": 55823, + "FP": 14404, + "IoU": 0.3462147166157742, + "TN": 78948989, + "TP": 37189, + "n_pred": 51593, + "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": 0.4542940387550294, + "FN": 40917, + "FP": 18082, + "IoU": 0.293907153200809, + "TN": 78972848, + "TP": 24558, + "n_pred": 42640, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5241134572853334, + "FN": 6715, + "FP": 49876, + "IoU": 0.35511771543177517, + "TN": 78968651, + "TP": 31163, + "n_pred": 81039, + "n_ref": 37878 + }, + "15": { + "Dice": 0.20964918423079618, + "FN": 32544, + "FP": 12604, + "IoU": 0.11709949937421778, + "TN": 79005269, + "TP": 5988, + "n_pred": 18592, + "n_ref": 38532 + }, + "2": { + "Dice": 0.6636610696296646, + "FN": 28619, + "FP": 56652, + "IoU": 0.4966263083017019, + "TN": 78887006, + "TP": 84128, + "n_pred": 140780, + "n_ref": 112747 + }, + "3": { + "Dice": 0.4039890496675792, + "FN": 89357, + "FP": 5131, + "IoU": 0.25312423425630975, + "TN": 78929894, + "TP": 32023, + "n_pred": 37154, + "n_ref": 121380 + }, + "4": { + "Dice": 0.0006847751654873316, + "FN": 8479, + "FP": 277, + "IoU": 0.00034250485215207214, + "TN": 79047646, + "TP": 3, + "n_pred": 280, + "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": 0.8794660881797963, + "FN": 144587, + "FP": 177233, + "IoU": 0.7848634288552544, + "TN": 77560518, + "TP": 1174067, + "n_pred": 1351300, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.6435738571678641, + "FN": 222123, + "FP": 56830, + "IoU": 0.47446288216188515, + "TN": 78525609, + "TP": 251843, + "n_pred": 308673, + "n_ref": 473966 + }, + "8": { + "Dice": 0.6359241051476862, + "FN": 8049, + "FP": 18834, + "IoU": 0.4661940787514148, + "TN": 79006044, + "TP": 23478, + "n_pred": 42312, + "n_ref": 31527 + }, + "9": { + "Dice": 0.4172410114157687, + "FN": 51737, + "FP": 2885, + "IoU": 0.2636162640207075, + "TN": 78982229, + "TP": 19554, + "n_pred": 22439, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7464520599569652, + "FN": 79915, + "FP": 24368, + "IoU": 0.595471490249778, + "TN": 122454151, + "TP": 153506, + "n_pred": 177874, + "n_ref": 233421 + }, + "10": { + "Dice": 0.6140471819283491, + "FN": 25776, + "FP": 80598, + "IoU": 0.44305056703351936, + "TN": 122520946, + "TP": 84620, + "n_pred": 165218, + "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": 0.03666743461337925, + "FN": 52288, + "FP": 27159, + "IoU": 0.018676120011363775, + "TN": 122630981, + "TP": 1512, + "n_pred": 28671, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8242844388424978, + "FN": 29219, + "FP": 4239, + "IoU": 0.7010917147604838, + "TN": 122600006, + "TP": 78476, + "n_pred": 82715, + "n_ref": 107695 + }, + "15": { + "Dice": 0.7406884463703198, + "FN": 20663, + "FP": 641, + "IoU": 0.5881693408080417, + "TN": 122660210, + "TP": 30426, + "n_pred": 31067, + "n_ref": 51089 + }, + "2": { + "Dice": 0.06335949223843144, + "FN": 131790, + "FP": 20504, + "IoU": 0.03271618660484614, + "TN": 122554495, + "TP": 5151, + "n_pred": 25655, + "n_ref": 136941 + }, + "3": { + "Dice": 0.6549955960734538, + "FN": 22806, + "FP": 106847, + "IoU": 0.4869839787596893, + "TN": 122459213, + "TP": 123074, + "n_pred": 229921, + "n_ref": 145880 + }, + "4": { + "Dice": 0.0, + "FN": 65475, + "FP": 0, + "IoU": 0.0, + "TN": 122646465, + "TP": 0, + "n_pred": 0, + "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": 0.852809750283681, + "FN": 105866, + "FP": 448145, + "IoU": 0.7433899917599253, + "TN": 120552979, + "TP": 1604950, + "n_pred": 2053095, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.4265112913638728, + "FN": 341936, + "FP": 261221, + "IoU": 0.2710609164355335, + "TN": 121884495, + "TP": 224288, + "n_pred": 485509, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8004944792515383, + "FN": 36728, + "FP": 12979, + "IoU": 0.6673537265189488, + "TN": 122562511, + "TP": 99722, + "n_pred": 112701, + "n_ref": 136450 + }, + "9": { + "Dice": 0.41163947513868704, + "FN": 54637, + "FP": 2847, + "IoU": 0.2591599757710103, + "TN": 122634347, + "TP": 20109, + "n_pred": 22956, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795735/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset237_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-20__unc-random__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_000/summary.json b/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_000/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..11e3e1c6232e3b75f6c8f467343f4d70711a26e1 --- /dev/null +++ b/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_000/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7283791288497309, + "FN": 31146.52266666667, + "FP": 34589.545333333335, + "IoU": 0.6110581477226961, + "TN": 96235780.76399998, + "TP": 155444.008, + "n_pred": 190033.55333333334, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8393469058189396, + "FN": 25671.4, + "FP": 35197.72, + "IoU": 0.749830731086236, + "TN": 96227474.98, + "TP": 168616.74, + "n_pred": 203814.46, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7056210480411161, + "FN": 19359.42, + "FP": 22975.98, + "IoU": 0.5687957105263379, + "TN": 96359762.3, + "TP": 54863.14, + "n_pred": 77839.12, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6322002059430325, + "FN": 1518.34, + "FP": 748.04, + "IoU": 0.4848340907419061, + "TN": 96452512.42, + "TP": 2182.04, + "n_pred": 2930.08, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.6378178926494222, + "FN": 1703.52, + "FP": 972.46, + "IoU": 0.4834187176416344, + "TN": 96451751.72, + "TP": 2533.14, + "n_pred": 3505.6, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.6020110761718, + "FN": 24349.8, + "FP": 16439.24, + "IoU": 0.4535608773869128, + "TN": 96382663.46, + "TP": 33508.34, + "n_pred": 49947.58, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6802180106091845, + "FN": 57372.84, + "FP": 23327.64, + "IoU": 0.5694296092003178, + "TN": 96295275.06, + "TP": 80985.3, + "n_pred": 104312.94, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.5383462116119945, + "FN": 13348.52, + "FP": 47628.96, + "IoU": 0.416327999059817, + "TN": 96355284.84, + "TP": 40698.52, + "n_pred": 88327.48, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.7529271516996339, + "FN": 43316.7, + "FP": 26896.54, + "IoU": 0.631859427445287, + "TN": 96273222.6, + "TP": 113525.0, + "n_pred": 140421.54, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8069217867360144, + "FN": 20506.02, + "FP": 51816.1, + "IoU": 0.6947958277993134, + "TN": 96241742.16, + "TP": 142896.56, + "n_pred": 194712.66, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6557697164935941, + "FN": 7773.7, + "FP": 6943.76, + "IoU": 0.5547155879677788, + "TN": 96423439.58, + "TP": 18803.8, + "n_pred": 25747.56, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.7117456603851685, + "FN": 7124.32, + "FP": 2962.1, + "IoU": 0.572492532364497, + "TN": 96436846.58, + "TP": 10027.84, + "n_pred": 12989.94, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9080740138321126, + "FN": 87661.64, + "FP": 197803.76, + "IoU": 0.8406667087689604, + "TN": 94899933.46, + "TP": 1271561.98, + "n_pred": 1469365.74, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.6976114835048949, + "FN": 129945.02, + "FP": 63802.16, + "IoU": 0.5658937210777932, + "TN": 96054234.02, + "TP": 208979.64, + "n_pred": 272781.8, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9067573638420978, + "FN": 15274.78, + "FP": 12075.34, + "IoU": 0.8322987220274112, + "TN": 96312516.32, + "TP": 117094.4, + "n_pred": 129169.74, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8503184054069566, + "FN": 12271.82, + "FP": 9253.38, + "IoU": 0.7469519527462378, + "TN": 96370051.96, + "TP": 65383.68, + "n_pred": 74637.06, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7989150901102843, + "FN": 3587, + "FP": 41267, + "IoU": 0.6651612084474868, + "TN": 119459363, + "TP": 89103, + "n_pred": 130370, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7212239814979541, + "FN": 12498, + "FP": 36079, + "IoU": 0.5639955481357819, + "TN": 119481906, + "TP": 62837, + "n_pred": 98916, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7556622168891556, + "FN": 1027, + "FP": 602, + "IoU": 0.6072806171648988, + "TN": 119589172, + "TP": 2519, + "n_pred": 3121, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7243035542747358, + "FN": 1072, + "FP": 1511, + "IoU": 0.5677710843373494, + "TN": 119587344, + "TP": 3393, + "n_pred": 4904, + "n_ref": 4465 + }, + "13": { + "Dice": 0.4366519382031274, + "FN": 31856, + "FP": 22075, + "IoU": 0.2793056446440026, + "TN": 119518488, + "TP": 20901, + "n_pred": 42976, + "n_ref": 52757 + }, + "14": { + "Dice": 0.4171707734460771, + "FN": 181178, + "FP": 4097, + "IoU": 0.2635601911106518, + "TN": 119341738, + "TP": 66307, + "n_pred": 70404, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 233000, + "IoU": 0.0, + "TN": 119327457, + "TP": 0, + "n_pred": 233000, + "n_ref": 32863 + }, + "2": { + "Dice": 0.8325198664597734, + "FN": 8009, + "FP": 45418, + "IoU": 0.7130912488722774, + "TN": 119407104, + "TP": 132789, + "n_pred": 178207, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9419220151041547, + "FN": 5244, + "FP": 15120, + "IoU": 0.8902198406451821, + "TN": 119407822, + "TP": 165134, + "n_pred": 180254, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7532945094140113, + "FN": 29973, + "FP": 1291, + "IoU": 0.6042281157035255, + "TN": 119514325, + "TP": 47731, + "n_pred": 49022, + "n_ref": 77704 + }, + "5": { + "Dice": 0.10808978863294885, + "FN": 59480, + "FP": 19471, + "IoU": 0.057132620767898726, + "TN": 119509585, + "TP": 4784, + "n_pred": 24255, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9611855816459158, + "FN": 27553, + "FP": 65679, + "IoU": 0.9252716988360974, + "TN": 118345707, + "TP": 1154381, + "n_pred": 1220060, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 190002, + "IoU": 0.0, + "TN": 119403318, + "TP": 0, + "n_pred": 190002, + "n_ref": 0 + }, + "8": { + "Dice": 0.8169464258505281, + "FN": 55956, + "FP": 47362, + "IoU": 0.6905405162550244, + "TN": 119259454, + "TP": 230548, + "n_pred": 277910, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8329493662760425, + "FN": 18143, + "FP": 5278, + "IoU": 0.7137217034175916, + "TN": 119511508, + "TP": 58391, + "n_pred": 63669, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8698142718480781, + "FN": 15610, + "FP": 36162, + "IoU": 0.7696206474580042, + "TN": 72600935, + "TP": 172953, + "n_pred": 209115, + "n_ref": 188563 + }, + "10": { + "Dice": 0.7022704225694213, + "FN": 10625, + "FP": 38406, + "IoU": 0.5411531298838634, + "TN": 72718803, + "TP": 57826, + "n_pred": 96232, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6312346688470973, + "FN": 703, + "FP": 1101, + "IoU": 0.46117084826762245, + "TN": 72822312, + "TP": 1544, + "n_pred": 2645, + "n_ref": 2247 + }, + "12": { + "Dice": 0.7053107723236723, + "FN": 769, + "FP": 990, + "IoU": 0.5447722567287785, + "TN": 72821796, + "TP": 2105, + "n_pred": 3095, + "n_ref": 2874 + }, + "13": { + "Dice": 0.7106210803155978, + "FN": 15057, + "FP": 13551, + "IoU": 0.5511344023598079, + "TN": 72761926, + "TP": 35126, + "n_pred": 48677, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8476113205746194, + "FN": 5848, + "FP": 19696, + "IoU": 0.7355255528866065, + "TN": 72729076, + "TP": 71040, + "n_pred": 90736, + "n_ref": 76888 + }, + "15": { + "Dice": 0.514979130477735, + "FN": 11204, + "FP": 47711, + "IoU": 0.346782419726805, + "TN": 72735468, + "TP": 31277, + "n_pred": 78988, + "n_ref": 42481 + }, + "2": { + "Dice": 0.8236148967888735, + "FN": 15127, + "FP": 36578, + "IoU": 0.7001235348362439, + "TN": 72653239, + "TP": 120716, + "n_pred": 157294, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9322032617403002, + "FN": 3796, + "FP": 14146, + "IoU": 0.8730156483336047, + "TN": 72684367, + "TP": 123351, + "n_pred": 137497, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8673228730143261, + "FN": 4761, + "FP": 2046, + "IoU": 0.7657282488986784, + "TN": 72796604, + "TP": 22249, + "n_pred": 24295, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7967711890717168, + "FN": 2223, + "FP": 1050, + "IoU": 0.6621942408917328, + "TN": 72815971, + "TP": 6416, + "n_pred": 7466, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9462244308783803, + "FN": 45065, + "FP": 87094, + "IoU": 0.8979373394157455, + "TN": 71530779, + "TP": 1162722, + "n_pred": 1249816, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.6996090330306262, + "FN": 92237, + "FP": 33692, + "IoU": 0.5379989947647053, + "TN": 72553087, + "TP": 146644, + "n_pred": 180336, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9289684884926039, + "FN": 3965, + "FP": 4328, + "IoU": 0.8673586897412111, + "TN": 72763138, + "TP": 54229, + "n_pred": 58557, + "n_ref": 58194 + }, + "9": { + "Dice": 0.852650856511937, + "FN": 13502, + "FP": 8785, + "IoU": 0.743148553647574, + "TN": 72738890, + "TP": 64483, + "n_pred": 73268, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9403179357216911, + "FN": 15154, + "FP": 15932, + "IoU": 0.887358545944712, + "TN": 71533515, + "TP": 244887, + "n_pred": 260819, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8151180359840976, + "FN": 17652, + "FP": 16854, + "IoU": 0.687931845313461, + "TN": 71698916, + "TP": 76066, + "n_pred": 92920, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6446173800259404, + "FN": 1381, + "FP": 811, + "IoU": 0.4755980861244019, + "TN": 71805308, + "TP": 1988, + "n_pred": 2799, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6111569565934972, + "FN": 2806, + "FP": 1906, + "IoU": 0.4400475341651812, + "TN": 71801073, + "TP": 3703, + "n_pred": 5609, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7309421958977734, + "FN": 20585, + "FP": 11304, + "IoU": 0.5759723422644771, + "TN": 71734283, + "TP": 43316, + "n_pred": 54620, + "n_ref": 63901 + }, + "14": { + "Dice": 0.339329407652389, + "FN": 414901, + "FP": 2806, + "IoU": 0.20433276124477834, + "TN": 71284511, + "TP": 107270, + "n_pred": 110076, + "n_ref": 522171 + }, + "15": { + "Dice": 0.7435359459062981, + "FN": 71690, + "FP": 3485, + "IoU": 0.5917685774485739, + "TN": 71625340, + "TP": 108973, + "n_pred": 112458, + "n_ref": 180663 + }, + "2": { + "Dice": 0.8516486409638047, + "FN": 25569, + "FP": 16692, + "IoU": 0.7416272330435421, + "TN": 71645922, + "TP": 121305, + "n_pred": 137997, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9075665912819372, + "FN": 9625, + "FP": 26097, + "IoU": 0.8307752070187406, + "TN": 71598396, + "TP": 175370, + "n_pred": 201467, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7205752700022041, + "FN": 898, + "FP": 9244, + "IoU": 0.5632025496360739, + "TN": 71786269, + "TP": 13077, + "n_pred": 22321, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8540077234623716, + "FN": 1276, + "FP": 1824, + "IoU": 0.7452124599326045, + "TN": 71797321, + "TP": 9067, + "n_pred": 10891, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9285892012938541, + "FN": 35295, + "FP": 151255, + "IoU": 0.866697631212262, + "TN": 70410038, + "TP": 1212900, + "n_pred": 1364155, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9051802471141861, + "FN": 23455, + "FP": 20894, + "IoU": 0.8267847239038565, + "TN": 71553454, + "TP": 211685, + "n_pred": 232579, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9327163628839606, + "FN": 6856, + "FP": 3875, + "IoU": 0.8739161085653859, + "TN": 71724378, + "TP": 74379, + "n_pred": 78254, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8646350869011533, + "FN": 15847, + "FP": 6794, + "IoU": 0.7615481832543444, + "TN": 71714538, + "TP": 72309, + "n_pred": 79103, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9266172564283499, + "FN": 8030, + "FP": 24624, + "IoU": 0.8632682628612584, + "TN": 135206692, + "TP": 206164, + "n_pred": 230788, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8099990311016374, + "FN": 18255, + "FP": 13121, + "IoU": 0.6806709005048038, + "TN": 135347254, + "TP": 66880, + "n_pred": 80001, + "n_ref": 85135 + }, + "11": { + "Dice": 0.38136426184391586, + "FN": 2577, + "FP": 570, + "IoU": 0.2356084527568618, + "TN": 135441393, + "TP": 970, + "n_pred": 1540, + "n_ref": 3547 + }, + "12": { + "Dice": 0.5756776711317372, + "FN": 2779, + "FP": 1244, + "IoU": 0.4041765402843602, + "TN": 135438758, + "TP": 2729, + "n_pred": 3973, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7548351698596315, + "FN": 7555, + "FP": 13893, + "IoU": 0.6062130503433335, + "TN": 135391044, + "TP": 33018, + "n_pred": 46911, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8856117590228417, + "FN": 14681, + "FP": 18471, + "IoU": 0.7947066618778098, + "TN": 135284024, + "TP": 128334, + "n_pred": 146805, + "n_ref": 143015 + }, + "15": { + "Dice": 0.3881210465358002, + "FN": 18626, + "FP": 84393, + "IoU": 0.24078796097043303, + "TN": 135309818, + "TP": 32673, + "n_pred": 117066, + "n_ref": 51299 + }, + "2": { + "Dice": 0.8329483720758343, + "FN": 29229, + "FP": 43095, + "IoU": 0.7137202435143329, + "TN": 135192876, + "TP": 180310, + "n_pred": 223405, + "n_ref": 209539 + }, + "3": { + "Dice": 0.8671758075800561, + "FN": 35367, + "FP": 23296, + "IoU": 0.765499018632001, + "TN": 135195349, + "TP": 191498, + "n_pred": 214794, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8758313708237364, + "FN": 2998, + "FP": 6598, + "IoU": 0.779092520546053, + "TN": 135402071, + "TP": 33843, + "n_pred": 40441, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5959108364978224, + "FN": 14156, + "FP": 4679, + "IoU": 0.4244109647648443, + "TN": 135412787, + "TP": 13888, + "n_pred": 18567, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9600074846997401, + "FN": 41138, + "FP": 93939, + "IoU": 0.9230907632278228, + "TN": 133689193, + "TP": 1621240, + "n_pred": 1715179, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.8072309598605634, + "FN": 41966, + "FP": 33020, + "IoU": 0.676770550454761, + "TN": 135213520, + "TP": 157004, + "n_pred": 190024, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8606583280196118, + "FN": 59498, + "FP": 15019, + "IoU": 0.7553996743782989, + "TN": 135140862, + "TP": 230131, + "n_pred": 245150, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8247281473933887, + "FN": 23973, + "FP": 7506, + "IoU": 0.7017339397384877, + "TN": 135339970, + "TP": 74061, + "n_pred": 81567, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7807202394534448, + "FN": 52633, + "FP": 61726, + "IoU": 0.6403126376045795, + "TN": 105436065, + "TP": 203581, + "n_pred": 265307, + "n_ref": 256214 + }, + "10": { + "Dice": 0.39536529276490356, + "FN": 29195, + "FP": 66509, + "IoU": 0.24638959320912798, + "TN": 105627011, + "TP": 31290, + "n_pred": 97799, + "n_ref": 60485 + }, + "11": { + "Dice": 0.687847498014297, + "FN": 737, + "FP": 835, + "IoU": 0.5242130750605327, + "TN": 105750701, + "TP": 1732, + "n_pred": 2567, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6535540893813021, + "FN": 1779, + "FP": 1004, + "IoU": 0.4853920118343195, + "TN": 105748597, + "TP": 2625, + "n_pred": 3629, + "n_ref": 4404 + }, + "13": { + "Dice": 0.5149058752595967, + "FN": 46315, + "FP": 18854, + "IoU": 0.34671598700830025, + "TN": 105654249, + "TP": 34587, + "n_pred": 53441, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9209772681749036, + "FN": 26779, + "FP": 2415, + "IoU": 0.8535290694174076, + "TN": 105554689, + "TP": 170122, + "n_pred": 172537, + "n_ref": 196901 + }, + "15": { + "Dice": 0.7843240293469693, + "FN": 8529, + "FP": 2142, + "IoU": 0.6451752344217596, + "TN": 105723931, + "TP": 19403, + "n_pred": 21545, + "n_ref": 27932 + }, + "2": { + "Dice": 0.8777221673557524, + "FN": 21800, + "FP": 14725, + "IoU": 0.7820899084210841, + "TN": 105586390, + "TP": 131090, + "n_pred": 145815, + "n_ref": 152890 + }, + "3": { + "Dice": 0.7623884293496032, + "FN": 7078, + "FP": 95387, + "IoU": 0.6160159192346176, + "TN": 105487158, + "TP": 164382, + "n_pred": 259769, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6506873553831496, + "FN": 16951, + "FP": 8713, + "IoU": 0.4822361651905502, + "TN": 105704438, + "TP": 23903, + "n_pred": 32616, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7485582933419366, + "FN": 3084, + "FP": 3151, + "IoU": 0.5981567414282032, + "TN": 105738489, + "TP": 9281, + "n_pred": 12432, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9129278418401283, + "FN": 96143, + "FP": 178630, + "IoU": 0.839804271489646, + "TN": 104038772, + "TP": 1440460, + "n_pred": 1619090, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8053358771578915, + "FN": 32843, + "FP": 81025, + "IoU": 0.6741107075702547, + "TN": 105404598, + "TP": 235539, + "n_pred": 316564, + "n_ref": 268382 + }, + "8": { + "Dice": 0.881737756548762, + "FN": 4399, + "FP": 18206, + "IoU": 0.7884892490222131, + "TN": 105647131, + "TP": 84269, + "n_pred": 102475, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8004961457785398, + "FN": 13174, + "FP": 17547, + "IoU": 0.6673560430517357, + "TN": 105661651, + "TP": 61633, + "n_pred": 79180, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8378782917014576, + "FN": 8908, + "FP": 85649, + "IoU": 0.7209901387421732, + "TN": 96798978, + "TP": 244345, + "n_pred": 329994, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8277236153092937, + "FN": 15362, + "FP": 25104, + "IoU": 0.7060823079940151, + "TN": 97000202, + "TP": 97212, + "n_pred": 122316, + "n_ref": 112574 + }, + "11": { + "Dice": 0.460126582278481, + "FN": 2107, + "FP": 1305, + "IoU": 0.29880805589806825, + "TN": 97133014, + "TP": 1454, + "n_pred": 2759, + "n_ref": 3561 + }, + "12": { + "Dice": 0.698502630513962, + "FN": 1066, + "FP": 1914, + "IoU": 0.5366915422885572, + "TN": 97131448, + "TP": 3452, + "n_pred": 5366, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7483788837172296, + "FN": 12273, + "FP": 13027, + "IoU": 0.5979276587629522, + "TN": 97074956, + "TP": 37624, + "n_pred": 50651, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8937550155352991, + "FN": 47287, + "FP": 4347, + "IoU": 0.807917801288633, + "TN": 96869068, + "TP": 217178, + "n_pred": 221525, + "n_ref": 264465 + }, + "15": { + "Dice": 0.18330307195836426, + "FN": 9904, + "FP": 101197, + "IoU": 0.10089909281454086, + "TN": 97014311, + "TP": 12468, + "n_pred": 113665, + "n_ref": 22372 + }, + "2": { + "Dice": 0.6733257004487609, + "FN": 61257, + "FP": 13212, + "IoU": 0.5075290149786728, + "TN": 96986665, + "TP": 76746, + "n_pred": 89958, + "n_ref": 138003 + }, + "3": { + "Dice": 0.7999345042048838, + "FN": 9458, + "FP": 65075, + "IoU": 0.6665757052492194, + "TN": 96914342, + "TP": 149005, + "n_pred": 214080, + "n_ref": 158463 + }, + "4": { + "Dice": 0.910519672160293, + "FN": 1889, + "FP": 3144, + "IoU": 0.8357375979112271, + "TN": 97107240, + "TP": 25607, + "n_pred": 28751, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8251346499102334, + "FN": 1994, + "FP": 3363, + "IoU": 0.7023227383863081, + "TN": 97119884, + "TP": 12639, + "n_pred": 16002, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8951018856645714, + "FN": 56865, + "FP": 281461, + "IoU": 0.8101216519886587, + "TN": 95356076, + "TP": 1443478, + "n_pred": 1724939, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9271966199060867, + "FN": 17794, + "FP": 19339, + "IoU": 0.8642745139607221, + "TN": 96864291, + "TP": 236456, + "n_pred": 255795, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9306152619191193, + "FN": 8451, + "FP": 9384, + "IoU": 0.8702342840512224, + "TN": 97000440, + "TP": 119605, + "n_pred": 128989, + "n_ref": 128056 + }, + "9": { + "Dice": 0.833187478963312, + "FN": 6695, + "FP": 18085, + "IoU": 0.7140714244504702, + "TN": 97051215, + "TP": 61885, + "n_pred": 79970, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9294442449149685, + "FN": 4003, + "FP": 21732, + "IoU": 0.8681885464630892, + "TN": 130571551, + "TP": 169506, + "n_pred": 191238, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8270883691521382, + "FN": 14460, + "FP": 11793, + "IoU": 0.7051582978627823, + "TN": 130677751, + "TP": 62788, + "n_pred": 74581, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7489477593463728, + "FN": 1024, + "FP": 1004, + "IoU": 0.5986542647931922, + "TN": 130761739, + "TP": 3025, + "n_pred": 4029, + "n_ref": 4049 + }, + "12": { + "Dice": 0.682572948573271, + "FN": 1211, + "FP": 758, + "IoU": 0.5181106216348507, + "TN": 130762706, + "TP": 2117, + "n_pred": 2875, + "n_ref": 3328 + }, + "13": { + "Dice": 0.5532221764351603, + "FN": 26462, + "FP": 29916, + "IoU": 0.3823822617573919, + "TN": 130675509, + "TP": 34905, + "n_pred": 64821, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9120079187954577, + "FN": 11088, + "FP": 17536, + "IoU": 0.8382486734515124, + "TN": 130589829, + "TP": 148339, + "n_pred": 165875, + "n_ref": 159427 + }, + "15": { + "Dice": 0.5783469937109955, + "FN": 4834, + "FP": 30097, + "IoU": 0.40681304872043067, + "TN": 130707905, + "TP": 23956, + "n_pred": 54053, + "n_ref": 28790 + }, + "2": { + "Dice": 0.7717008949683005, + "FN": 13753, + "FP": 76524, + "IoU": 0.6282678964814395, + "TN": 130523937, + "TP": 152578, + "n_pred": 229102, + "n_ref": 166331 + }, + "3": { + "Dice": 0.701840811826048, + "FN": 72164, + "FP": 7607, + "IoU": 0.5406431031107118, + "TN": 130593134, + "TP": 93887, + "n_pred": 101494, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6994177875928529, + "FN": 12517, + "FP": 2455, + "IoU": 0.5377728381340496, + "TN": 130734401, + "TP": 17419, + "n_pred": 19874, + "n_ref": 29936 + }, + "5": { + "Dice": 0.645104761904762, + "FN": 14375, + "FP": 4257, + "IoU": 0.4761288871394028, + "TN": 130731226, + "TP": 16934, + "n_pred": 21191, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9568606239286337, + "FN": 29800, + "FP": 88078, + "IoU": 0.9172893343671172, + "TN": 129341607, + "TP": 1307307, + "n_pred": 1395385, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.8555888049055104, + "FN": 61424, + "FP": 68247, + "IoU": 0.7476235889451148, + "TN": 130252992, + "TP": 384129, + "n_pred": 452376, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8505196114136649, + "FN": 29378, + "FP": 41218, + "IoU": 0.7399165917564361, + "TN": 130495356, + "TP": 200840, + "n_pred": 242058, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8775600220540324, + "FN": 14488, + "FP": 9940, + "IoU": 0.7818324714876439, + "TN": 130654823, + "TP": 87541, + "n_pred": 97481, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7338457799478983, + "FN": 18163, + "FP": 114348, + "IoU": 0.5795864108226098, + "TN": 71920816, + "TP": 182681, + "n_pred": 297029, + "n_ref": 200844 + }, + "10": { + "Dice": 0.4076479174908937, + "FN": 32782, + "FP": 54058, + "IoU": 0.25600363259396336, + "TN": 72119287, + "TP": 29881, + "n_pred": 83939, + "n_ref": 62663 + }, + "11": { + "Dice": 0.4684181106763555, + "FN": 1849, + "FP": 53, + "IoU": 0.30583941605839415, + "TN": 72233268, + "TP": 838, + "n_pred": 891, + "n_ref": 2687 + }, + "12": { + "Dice": 0.5735459964556147, + "FN": 2291, + "FP": 356, + "IoU": 0.40207815676530384, + "TN": 72231581, + "TP": 1780, + "n_pred": 2136, + "n_ref": 4071 + }, + "13": { + "Dice": 0.42368640533778146, + "FN": 44530, + "FP": 25952, + "IoU": 0.2687830687830688, + "TN": 72139618, + "TP": 25908, + "n_pred": 51860, + "n_ref": 70438 + }, + "14": { + "Dice": 0.21588503705689505, + "FN": 54518, + "FP": 85877, + "IoU": 0.12100399444034009, + "TN": 72076286, + "TP": 19327, + "n_pred": 105204, + "n_ref": 73845 + }, + "15": { + "Dice": 0.31900999194520074, + "FN": 4355, + "FP": 97944, + "IoU": 0.1897750673214003, + "TN": 72109748, + "TP": 23961, + "n_pred": 121905, + "n_ref": 28316 + }, + "2": { + "Dice": 0.34931694905947025, + "FN": 98669, + "FP": 7976, + "IoU": 0.21161963761634053, + "TN": 72100737, + "TP": 28626, + "n_pred": 36602, + "n_ref": 127295 + }, + "3": { + "Dice": 0.6808141282671194, + "FN": 7452, + "FP": 143318, + "IoU": 0.5160865825319998, + "TN": 71924444, + "TP": 160794, + "n_pred": 304112, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 35594, + "IoU": 0.0, + "TN": 72200414, + "TP": 0, + "n_pred": 35594, + "n_ref": 0 + }, + "5": { + "Dice": 0.793949743839961, + "FN": 91, + "FP": 4132, + "IoU": 0.6583056881624727, + "TN": 72223649, + "TP": 8136, + "n_pred": 12268, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6823888785791351, + "FN": 346141, + "FP": 738945, + "IoU": 0.5178985419030702, + "TN": 69985266, + "TP": 1165656, + "n_pred": 1904601, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.5651879195957759, + "FN": 139150, + "FP": 168750, + "IoU": 0.39391076177484347, + "TN": 71727997, + "TP": 200111, + "n_pred": 368861, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9293092081166215, + "FN": 4149, + "FP": 5501, + "IoU": 0.8679529282977558, + "TN": 72162928, + "TP": 63430, + "n_pred": 68931, + "n_ref": 67579 + }, + "9": { + "Dice": 0.5825308054672452, + "FN": 24517, + "FP": 11463, + "IoU": 0.41096540772391665, + "TN": 72174925, + "TP": 25103, + "n_pred": 36566, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8365361265359647, + "FN": 11484, + "FP": 18807, + "IoU": 0.7190048145159046, + "TN": 52445321, + "TP": 77508, + "n_pred": 96315, + "n_ref": 88992 + }, + "10": { + "Dice": 0.12229348338954617, + "FN": 43685, + "FP": 6540, + "IoU": 0.0651291787655424, + "TN": 52499396, + "TP": 3499, + "n_pred": 10039, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 13, + "IoU": 0.0, + "TN": 52551065, + "TP": 0, + "n_pred": 13, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 118, + "IoU": 0.0, + "TN": 52548936, + "TP": 0, + "n_pred": 118, + "n_ref": 4066 + }, + "13": { + "Dice": 0.3678915039299003, + "FN": 13260, + "FP": 15451, + "IoU": 0.22540873037284842, + "TN": 52516054, + "TP": 8355, + "n_pred": 23806, + "n_ref": 21615 + }, + "14": { + "Dice": 0.23169249255962776, + "FN": 47546, + "FP": 7441, + "IoU": 0.13102500079016405, + "TN": 52489842, + "TP": 8291, + "n_pred": 15732, + "n_ref": 55837 + }, + "15": { + "Dice": 0.002536570685411494, + "FN": 25151, + "FP": 67652, + "IoU": 0.001269895933104465, + "TN": 52460199, + "TP": 118, + "n_pred": 67770, + "n_ref": 25269 + }, + "2": { + "Dice": 0.49748939298567635, + "FN": 83308, + "FP": 21273, + "IoU": 0.33110541161120316, + "TN": 52396771, + "TP": 51768, + "n_pred": 73041, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7280424621531015, + "FN": 22456, + "FP": 67671, + "IoU": 0.5723795335066709, + "TN": 52342356, + "TP": 120637, + "n_pred": 188308, + "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": 0.7543371171557078, + "FN": 999, + "FP": 2442, + "IoU": 0.6055708390646493, + "TN": 52544396, + "TP": 5283, + "n_pred": 7725, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9120647349034235, + "FN": 55626, + "FP": 82669, + "IoU": 0.8383446737729006, + "TN": 51697627, + "TP": 717198, + "n_pred": 799867, + "n_ref": 772824 + }, + "7": { + "Dice": 0.46341802241224955, + "FN": 133018, + "FP": 6034, + "IoU": 0.3015901716742509, + "TN": 52354022, + "TP": 60046, + "n_pred": 66080, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8264668695855771, + "FN": 15409, + "FP": 3120, + "IoU": 0.704255251229011, + "TN": 52490468, + "TP": 44123, + "n_pred": 47243, + "n_ref": 59532 + }, + "9": { + "Dice": 0.7646462282549341, + "FN": 19278, + "FP": 16926, + "IoU": 0.6189694367264461, + "TN": 52458104, + "TP": 58812, + "n_pred": 75738, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9045470949115842, + "FN": 17007, + "FP": 41183, + "IoU": 0.8257288749794103, + "TN": 143803345, + "TP": 275715, + "n_pred": 316898, + "n_ref": 292722 + }, + "10": { + "Dice": 0.7271188092279958, + "FN": 38584, + "FP": 6222, + "IoU": 0.5712385527411221, + "TN": 144032749, + "TP": 59695, + "n_pred": 65917, + "n_ref": 98279 + }, + "11": { + "Dice": 0.5352083333333333, + "FN": 4050, + "FP": 412, + "IoU": 0.3653818802446309, + "TN": 144130219, + "TP": 2569, + "n_pred": 2981, + "n_ref": 6619 + }, + "12": { + "Dice": 0.5363665491829542, + "FN": 3135, + "FP": 1206, + "IoU": 0.36646234676007006, + "TN": 144130398, + "TP": 2511, + "n_pred": 3717, + "n_ref": 5646 + }, + "13": { + "Dice": 0.770856309749891, + "FN": 32658, + "FP": 9935, + "IoU": 0.6271490598410309, + "TN": 144023014, + "TP": 71643, + "n_pred": 81578, + "n_ref": 104301 + }, + "14": { + "Dice": 0.7150629633824143, + "FN": 179634, + "FP": 4031, + "IoU": 0.5564964998321754, + "TN": 143723127, + "TP": 230458, + "n_pred": 234489, + "n_ref": 410092 + }, + "15": { + "Dice": 0.7033271028037383, + "FN": 3852, + "FP": 12020, + "IoU": 0.5424090411116878, + "TN": 144102564, + "TP": 18814, + "n_pred": 30834, + "n_ref": 22666 + }, + "2": { + "Dice": 0.7173752669384585, + "FN": 8705, + "FP": 93201, + "IoU": 0.559302536780287, + "TN": 143906012, + "TP": 129332, + "n_pred": 222533, + "n_ref": 138037 + }, + "3": { + "Dice": 0.6002360864913521, + "FN": 98178, + "FP": 3081, + "IoU": 0.42881237378580533, + "TN": 143959972, + "TP": 76019, + "n_pred": 79100, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9240793971410814, + "FN": 3591, + "FP": 4227, + "IoU": 0.8588732241818149, + "TN": 144081853, + "TP": 47579, + "n_pred": 51806, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7440987216030313, + "FN": 10334, + "FP": 4659, + "IoU": 0.5924818569758908, + "TN": 144100459, + "TP": 21798, + "n_pred": 26457, + "n_ref": 32132 + }, + "6": { + "Dice": 0.858913507873077, + "FN": 42003, + "FP": 390526, + "IoU": 0.7527155161324441, + "TN": 142388135, + "TP": 1316586, + "n_pred": 1707112, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.7816721144505739, + "FN": 74847, + "FP": 22472, + "IoU": 0.6415942077021946, + "TN": 143865717, + "TP": 174214, + "n_pred": 196686, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8667072027042346, + "FN": 18869, + "FP": 45800, + "IoU": 0.7647690030081806, + "TN": 143862333, + "TP": 210248, + "n_pred": 256048, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8779649364042627, + "FN": 11455, + "FP": 11620, + "IoU": 0.7824754901960784, + "TN": 144031170, + "TP": 83005, + "n_pred": 94625, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9219780991950967, + "FN": 10637, + "FP": 23784, + "IoU": 0.8552498780467291, + "TN": 111541124, + "TP": 203375, + "n_pred": 227159, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6338639652677279, + "FN": 20160, + "FP": 9694, + "IoU": 0.4639830508474576, + "TN": 111723224, + "TP": 25842, + "n_pred": 35536, + "n_ref": 46002 + }, + "11": { + "Dice": 0.707343246972252, + "FN": 1488, + "FP": 421, + "IoU": 0.5472011385199241, + "TN": 111774704, + "TP": 2307, + "n_pred": 2728, + "n_ref": 3795 + }, + "12": { + "Dice": 0.6791594164101191, + "FN": 2123, + "FP": 274, + "IoU": 0.5141872719902716, + "TN": 111773986, + "TP": 2537, + "n_pred": 2811, + "n_ref": 4660 + }, + "13": { + "Dice": 0.6714457303006616, + "FN": 17725, + "FP": 16741, + "IoU": 0.5053957866942196, + "TN": 111709236, + "TP": 35218, + "n_pred": 51959, + "n_ref": 52943 + }, + "14": { + "Dice": 0.861438493374958, + "FN": 7263, + "FP": 19989, + "IoU": 0.7566025097128567, + "TN": 111666955, + "TP": 84713, + "n_pred": 104702, + "n_ref": 91976 + }, + "15": { + "Dice": 0.38239650946699344, + "FN": 3633, + "FP": 19298, + "IoU": 0.2363969363969364, + "TN": 111748890, + "TP": 7099, + "n_pred": 26397, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8453928691970979, + "FN": 44754, + "FP": 14337, + "IoU": 0.7321909302683938, + "TN": 111558274, + "TP": 161555, + "n_pred": 175892, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7356188758348364, + "FN": 3080, + "FP": 40306, + "IoU": 0.5818015326039809, + "TN": 111675175, + "TP": 60359, + "n_pred": 100665, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8829120645709431, + "FN": 2052, + "FP": 2358, + "IoU": 0.790369349241812, + "TN": 111757883, + "TP": 16627, + "n_pred": 18985, + "n_ref": 18679 + }, + "5": { + "Dice": 0.6345658551880137, + "FN": 12249, + "FP": 4068, + "IoU": 0.4647355990027555, + "TN": 111748436, + "TP": 14167, + "n_pred": 18235, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9700320950958645, + "FN": 30196, + "FP": 44231, + "IoU": 0.941808080113089, + "TN": 110499928, + "TP": 1204565, + "n_pred": 1248796, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.7940515362176868, + "FN": 74655, + "FP": 10280, + "IoU": 0.6584456633637884, + "TN": 111530248, + "TP": 163737, + "n_pred": 174017, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8416094607152492, + "FN": 52644, + "FP": 31896, + "IoU": 0.7265334377082376, + "TN": 111469778, + "TP": 224602, + "n_pred": 256498, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8293149969536078, + "FN": 18407, + "FP": 7086, + "IoU": 0.7084014869888475, + "TN": 111691495, + "TP": 61932, + "n_pred": 69018, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7612320018800844, + "FN": 26121, + "FP": 61254, + "IoU": 0.6145073193975064, + "TN": 198861217, + "TP": 139283, + "n_pred": 200537, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7356957592518348, + "FN": 18169, + "FP": 14134, + "IoU": 0.5818977233015363, + "TN": 199010614, + "TP": 44958, + "n_pred": 59092, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7317246273953159, + "FN": 1342, + "FP": 926, + "IoU": 0.5769445998880806, + "TN": 199082514, + "TP": 3093, + "n_pred": 4019, + "n_ref": 4435 + }, + "12": { + "Dice": 0.725609756097561, + "FN": 836, + "FP": 1054, + "IoU": 0.569377990430622, + "TN": 199083486, + "TP": 2499, + "n_pred": 3553, + "n_ref": 3335 + }, + "13": { + "Dice": 0.31875653258707304, + "FN": 26140, + "FP": 14270, + "IoU": 0.18959570030482914, + "TN": 199038011, + "TP": 9454, + "n_pred": 23724, + "n_ref": 35594 + }, + "14": { + "Dice": 0.45747349680343125, + "FN": 29989, + "FP": 10235, + "IoU": 0.2965741566549499, + "TN": 199030692, + "TP": 16959, + "n_pred": 27194, + "n_ref": 46948 + }, + "15": { + "Dice": 0.8305562865978025, + "FN": 37577, + "FP": 3629, + "IoU": 0.7102148458103309, + "TN": 198945680, + "TP": 100989, + "n_pred": 104618, + "n_ref": 138566 + }, + "2": { + "Dice": 0.867813431592201, + "FN": 12408, + "FP": 23287, + "IoU": 0.766493311091486, + "TN": 198935010, + "TP": 117170, + "n_pred": 140457, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9292842450058442, + "FN": 8044, + "FP": 11861, + "IoU": 0.8679093780691742, + "TN": 198937183, + "TP": 130787, + "n_pred": 142648, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7369206880076445, + "FN": 4781, + "FP": 4029, + "IoU": 0.5834318407489716, + "TN": 199066726, + "TP": 12339, + "n_pred": 16368, + "n_ref": 17120 + }, + "5": { + "Dice": 0.678860103626943, + "FN": 6966, + "FP": 5430, + "IoU": 0.5138442230763197, + "TN": 199062377, + "TP": 13102, + "n_pred": 18532, + "n_ref": 20068 + }, + "6": { + "Dice": 0.920994223569897, + "FN": 92101, + "FP": 90258, + "IoU": 0.8535581955983701, + "TN": 197842609, + "TP": 1062907, + "n_pred": 1153165, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8099509843696938, + "FN": 21420, + "FP": 41819, + "IoU": 0.6806030455314528, + "TN": 198889880, + "TP": 134756, + "n_pred": 176575, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9102172338281946, + "FN": 9037, + "FP": 12529, + "IoU": 0.8352281409492375, + "TN": 198956991, + "TP": 109318, + "n_pred": 121847, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8840338984741696, + "FN": 14783, + "FP": 8466, + "IoU": 0.7921691324364188, + "TN": 198976010, + "TP": 88616, + "n_pred": 97082, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8653491212339938, + "FN": 11136, + "FP": 42777, + "IoU": 0.7626567232513911, + "TN": 130848040, + "TP": 173239, + "n_pred": 216016, + "n_ref": 184375 + }, + "10": { + "Dice": 0.7156840547812489, + "FN": 14760, + "FP": 39237, + "IoU": 0.5572492169435379, + "TN": 130953234, + "TP": 67961, + "n_pred": 107198, + "n_ref": 82721 + }, + "11": { + "Dice": 0.5057378155798569, + "FN": 2198, + "FP": 1463, + "IoU": 0.3384531984098301, + "TN": 131069658, + "TP": 1873, + "n_pred": 3336, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7128272515920347, + "FN": 1109, + "FP": 1732, + "IoU": 0.553792995131145, + "TN": 131068825, + "TP": 3526, + "n_pred": 5258, + "n_ref": 4635 + }, + "13": { + "Dice": 0.4933921820680222, + "FN": 51200, + "FP": 28803, + "IoU": 0.32748547843410863, + "TN": 130956231, + "TP": 38958, + "n_pred": 67761, + "n_ref": 90158 + }, + "14": { + "Dice": 0.46571163284255207, + "FN": 14481, + "FP": 82191, + "IoU": 0.30353592115500994, + "TN": 130936388, + "TP": 42132, + "n_pred": 124323, + "n_ref": 56613 + }, + "15": { + "Dice": 0.477501482953101, + "FN": 2222, + "FP": 53271, + "IoU": 0.3136301793444651, + "TN": 130994342, + "TP": 25357, + "n_pred": 78628, + "n_ref": 27579 + }, + "2": { + "Dice": 0.6961501300631735, + "FN": 66589, + "FP": 15177, + "IoU": 0.5339189320139313, + "TN": 130899759, + "TP": 93667, + "n_pred": 108844, + "n_ref": 160256 + }, + "3": { + "Dice": 0.5837161238491989, + "FN": 9878, + "FP": 247134, + "IoU": 0.41214627496546236, + "TN": 130637988, + "TP": 180192, + "n_pred": 427326, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8164349102089302, + "FN": 20502, + "FP": 3141, + "IoU": 0.6898098949108513, + "TN": 130998971, + "TP": 52578, + "n_pred": 55719, + "n_ref": 73080 + }, + "5": { + "Dice": 0.6357179847599319, + "FN": 6106, + "FP": 3742, + "IoU": 0.46597256114093594, + "TN": 131056751, + "TP": 8593, + "n_pred": 12335, + "n_ref": 14699 + }, + "6": { + "Dice": 0.793665750934322, + "FN": 39495, + "FP": 703240, + "IoU": 0.657915293003599, + "TN": 128903990, + "TP": 1428467, + "n_pred": 2131707, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.5480404473049196, + "FN": 267412, + "FP": 573367, + "IoU": 0.37744883890716147, + "TN": 129724654, + "TP": 509759, + "n_pred": 1083126, + "n_ref": 777171 + }, + "8": { + "Dice": 0.91554013867518, + "FN": 8888, + "FP": 13123, + "IoU": 0.8442360767107777, + "TN": 130933882, + "TP": 119299, + "n_pred": 132422, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6808108410026381, + "FN": 25929, + "FP": 11216, + "IoU": 0.5160828046222593, + "TN": 130998433, + "TP": 39614, + "n_pred": 50830, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7574752392022314, + "FN": 6023, + "FP": 128140, + "IoU": 0.6096258707278325, + "TN": 101273522, + "TP": 209515, + "n_pred": 337655, + "n_ref": 215538 + }, + "10": { + "Dice": 0.7824089502499405, + "FN": 12954, + "FP": 5328, + "IoU": 0.642587632695353, + "TN": 101566049, + "TP": 32869, + "n_pred": 38197, + "n_ref": 45823 + }, + "11": { + "Dice": 0.7960977701543739, + "FN": 1246, + "FP": 656, + "IoU": 0.6612644701691897, + "TN": 101611585, + "TP": 3713, + "n_pred": 4369, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7253815715093272, + "FN": 2282, + "FP": 147, + "IoU": 0.5690970374312577, + "TN": 101611563, + "TP": 3208, + "n_pred": 3355, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7280276717693638, + "FN": 9149, + "FP": 28907, + "IoU": 0.5723612500140464, + "TN": 101528209, + "TP": 50935, + "n_pred": 79842, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8601582741917314, + "FN": 685, + "FP": 19177, + "IoU": 0.7546295724362855, + "TN": 101536253, + "TP": 61085, + "n_pred": 80262, + "n_ref": 61770 + }, + "15": { + "Dice": 0.6242533685234061, + "FN": 4055, + "FP": 31110, + "IoU": 0.4537560581583199, + "TN": 101552824, + "TP": 29211, + "n_pred": 60321, + "n_ref": 33266 + }, + "2": { + "Dice": 0.7836830218971087, + "FN": 33713, + "FP": 42818, + "IoU": 0.644308215708237, + "TN": 101402039, + "TP": 138630, + "n_pred": 181448, + "n_ref": 172343 + }, + "3": { + "Dice": 0.8874185872443109, + "FN": 14103, + "FP": 26207, + "IoU": 0.7976212590558336, + "TN": 101418019, + "TP": 158871, + "n_pred": 185078, + "n_ref": 172974 + }, + "4": { + "Dice": 0.31071639495882597, + "FN": 2271, + "FP": 59586, + "IoU": 0.18393382498449848, + "TN": 101541401, + "TP": 13942, + "n_pred": 73528, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7635310363409787, + "FN": 7701, + "FP": 6341, + "IoU": 0.6175092612769667, + "TN": 101580488, + "TP": 22670, + "n_pred": 29011, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8831398728974961, + "FN": 212145, + "FP": 137601, + "IoU": 0.7907345346714509, + "TN": 99945897, + "TP": 1321557, + "n_pred": 1459158, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.860338895907565, + "FN": 56351, + "FP": 64256, + "IoU": 0.7549076587927362, + "TN": 101125112, + "TP": 371481, + "n_pred": 435737, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9093421439662898, + "FN": 32543, + "FP": 7216, + "IoU": 0.8337556447566483, + "TN": 101378040, + "TP": 199401, + "n_pred": 206617, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9168520778009043, + "FN": 4351, + "FP": 9551, + "IoU": 0.8464698671437564, + "TN": 101526651, + "TP": 76647, + "n_pred": 86198, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9315293038374045, + "FN": 11551, + "FP": 17856, + "IoU": 0.8718342086338774, + "TN": 118952767, + "TP": 200038, + "n_pred": 217894, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7140623068696629, + "FN": 14312, + "FP": 38895, + "IoU": 0.5552853071220214, + "TN": 119062569, + "TP": 66436, + "n_pred": 105331, + "n_ref": 80748 + }, + "11": { + "Dice": 0.5866706966903431, + "FN": 2097, + "FP": 638, + "IoU": 0.415098374679213, + "TN": 119177536, + "TP": 1941, + "n_pred": 2579, + "n_ref": 4038 + }, + "12": { + "Dice": 0.6449944588104913, + "FN": 1516, + "FP": 1367, + "IoU": 0.47600872410032713, + "TN": 119176710, + "TP": 2619, + "n_pred": 3986, + "n_ref": 4135 + }, + "13": { + "Dice": 0.6668796238324624, + "FN": 6979, + "FP": 19092, + "IoU": 0.5002396150823317, + "TN": 119130045, + "TP": 26096, + "n_pred": 45188, + "n_ref": 33075 + }, + "14": { + "Dice": 0.13743905363280312, + "FN": 58989, + "FP": 27343, + "IoU": 0.07379036584057505, + "TN": 119089002, + "TP": 6878, + "n_pred": 34221, + "n_ref": 65867 + }, + "15": { + "Dice": 0.1045132969887753, + "FN": 11125, + "FP": 153298, + "IoU": 0.05513797423255066, + "TN": 119008194, + "TP": 9595, + "n_pred": 162893, + "n_ref": 20720 + }, + "2": { + "Dice": 0.915469774255284, + "FN": 19127, + "FP": 13072, + "IoU": 0.8441164225060274, + "TN": 118975654, + "TP": 174359, + "n_pred": 187431, + "n_ref": 193486 + }, + "3": { + "Dice": 0.8597752569633061, + "FN": 11344, + "FP": 49215, + "IoU": 0.7540401681457263, + "TN": 118935997, + "TP": 185656, + "n_pred": 234871, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8168082980796507, + "FN": 10224, + "FP": 4629, + "IoU": 0.6903431597381479, + "TN": 119134246, + "TP": 33113, + "n_pred": 37742, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8784380705577478, + "FN": 2807, + "FP": 1321, + "IoU": 0.7832274326524182, + "TN": 119163169, + "TP": 14915, + "n_pred": 16236, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9387238345480368, + "FN": 37266, + "FP": 184887, + "IoU": 0.8845236189284102, + "TN": 117258416, + "TP": 1701643, + "n_pred": 1886530, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.8378204819470533, + "FN": 36691, + "FP": 64329, + "IoU": 0.7209045323313672, + "TN": 118820257, + "TP": 260935, + "n_pred": 325264, + "n_ref": 297626 + }, + "8": { + "Dice": 0.949197234988972, + "FN": 5130, + "FP": 3116, + "IoU": 0.9033067542213884, + "TN": 119096932, + "TP": 77034, + "n_pred": 80150, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8906119686219526, + "FN": 11838, + "FP": 6262, + "IoU": 0.8027957246984736, + "TN": 119090429, + "TP": 73683, + "n_pred": 79945, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 63807, + "IoU": 0.0, + "TN": 61268673, + "TP": 0, + "n_pred": 63807, + "n_ref": 0 + }, + "10": { + "Dice": 0.6434836792407611, + "FN": 7578, + "FP": 22174, + "IoU": 0.47436486343238754, + "TN": 61275878, + "TP": 26850, + "n_pred": 49024, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7984373092418509, + "FN": 594, + "FP": 1057, + "IoU": 0.6644990855517171, + "TN": 61327559, + "TP": 3270, + "n_pred": 4327, + "n_ref": 3864 + }, + "12": { + "Dice": 0.5853658536585366, + "FN": 2390, + "FP": 1095, + "IoU": 0.41379310344827586, + "TN": 61326535, + "TP": 2460, + "n_pred": 3555, + "n_ref": 4850 + }, + "13": { + "Dice": 0.4760248400238192, + "FN": 27515, + "FP": 27920, + "IoU": 0.31235734841718765, + "TN": 61251864, + "TP": 25181, + "n_pred": 53101, + "n_ref": 52696 + }, + "14": { + "Dice": 0.828339579571027, + "FN": 78617, + "FP": 944, + "IoU": 0.7069792280494991, + "TN": 61060960, + "TP": 191959, + "n_pred": 192903, + "n_ref": 270576 + }, + "15": { + "Dice": 0.680383089071355, + "FN": 22533, + "FP": 48584, + "IoU": 0.5155913685529793, + "TN": 61185668, + "TP": 75695, + "n_pred": 124279, + "n_ref": 98228 + }, + "2": { + "Dice": 0.6365152129651251, + "FN": 83255, + "FP": 5472, + "IoU": 0.4668297138461908, + "TN": 61166066, + "TP": 77687, + "n_pred": 83159, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7167329739535792, + "FN": 3798, + "FP": 94886, + "IoU": 0.5585220841851913, + "TN": 61108949, + "TP": 124847, + "n_pred": 219733, + "n_ref": 128645 + }, + "4": { + "Dice": 0.8893237496707184, + "FN": 6741, + "FP": 2082, + "IoU": 0.8007047502879989, + "TN": 61288209, + "TP": 35448, + "n_pred": 37530, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7538367776608123, + "FN": 1769, + "FP": 2674, + "IoU": 0.6049261959807932, + "TN": 61321234, + "TP": 6803, + "n_pred": 9477, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9232463712987091, + "FN": 21660, + "FP": 175274, + "IoU": 0.8574351148574887, + "TN": 59951116, + "TP": 1184430, + "n_pred": 1359704, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.5613707184389108, + "FN": 113521, + "FP": 28226, + "IoU": 0.39021221494237546, + "TN": 61100027, + "TP": 90706, + "n_pred": 118932, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9342408832304588, + "FN": 4870, + "FP": 6018, + "IoU": 0.8765966610375038, + "TN": 61244249, + "TP": 77343, + "n_pred": 83361, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8689594474651868, + "FN": 5122, + "FP": 12447, + "IoU": 0.7682831933105604, + "TN": 61256659, + "TP": 58252, + "n_pred": 70699, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9165899400191295, + "FN": 23349, + "FP": 4644, + "IoU": 0.846023102310231, + "TN": 148925700, + "TP": 153807, + "n_pred": 158451, + "n_ref": 177156 + }, + "10": { + "Dice": 0.786164674829533, + "FN": 8467, + "FP": 26531, + "IoU": 0.6476699586240222, + "TN": 149008167, + "TP": 64335, + "n_pred": 90866, + "n_ref": 72802 + }, + "11": { + "Dice": 0.7794606575544883, + "FN": 494, + "FP": 700, + "IoU": 0.6386198547215496, + "TN": 149104196, + "TP": 2110, + "n_pred": 2810, + "n_ref": 2604 + }, + "12": { + "Dice": 0.47587791270101737, + "FN": 1372, + "FP": 225, + "IoU": 0.3122308354866494, + "TN": 149105178, + "TP": 725, + "n_pred": 950, + "n_ref": 2097 + }, + "13": { + "Dice": 0.6611620290094404, + "FN": 36323, + "FP": 12921, + "IoU": 0.49383274401776167, + "TN": 149010212, + "TP": 48044, + "n_pred": 60965, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8553248182879718, + "FN": 9928, + "FP": 18197, + "IoU": 0.7472205495088214, + "TN": 148996237, + "TP": 83138, + "n_pred": 101335, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7626559951885822, + "FN": 5073, + "FP": 15448, + "IoU": 0.6163653698753061, + "TN": 149054009, + "TP": 32970, + "n_pred": 48418, + "n_ref": 38043 + }, + "2": { + "Dice": 0.889972175429681, + "FN": 15150, + "FP": 19925, + "IoU": 0.8017566368430274, + "TN": 148930571, + "TP": 141854, + "n_pred": 161779, + "n_ref": 157004 + }, + "3": { + "Dice": 0.6704949104949105, + "FN": 12330, + "FP": 34608, + "IoU": 0.5043191754493421, + "TN": 149012806, + "TP": 47756, + "n_pred": 82364, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9037309816842717, + "FN": 2519, + "FP": 2448, + "IoU": 0.8243697181853541, + "TN": 149079219, + "TP": 23314, + "n_pred": 25762, + "n_ref": 25833 + }, + "5": { + "Dice": 0.3724651928396699, + "FN": 25570, + "FP": 1879, + "IoU": 0.22885236690546426, + "TN": 149071905, + "TP": 8146, + "n_pred": 10025, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9669419013667612, + "FN": 23947, + "FP": 50044, + "IoU": 0.9359995363726872, + "TN": 147951399, + "TP": 1082110, + "n_pred": 1132154, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.7083897529734675, + "FN": 120279, + "FP": 7213, + "IoU": 0.5484547328455158, + "TN": 148825154, + "TP": 154854, + "n_pred": 162067, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9105077008260167, + "FN": 27624, + "FP": 11975, + "IoU": 0.8357174268384763, + "TN": 148866458, + "TP": 201443, + "n_pred": 213418, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8800553730699874, + "FN": 15014, + "FP": 4741, + "IoU": 0.7858025762241402, + "TN": 149015272, + "TP": 72473, + "n_pred": 77214, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2687385036903635, + "FN": 427809, + "FP": 47266, + "IoU": 0.15522698579227198, + "TN": 100150430, + "TP": 87295, + "n_pred": 134561, + "n_ref": 515104 + }, + "10": { + "Dice": 0.4230849985850305, + "FN": 15298, + "FP": 47899, + "IoU": 0.26829917795530855, + "TN": 100626430, + "TP": 23173, + "n_pred": 71072, + "n_ref": 38471 + }, + "11": { + "Dice": 0.2737122853808968, + "FN": 2660, + "FP": 1697, + "IoU": 0.1585554268057165, + "TN": 100707622, + "TP": 821, + "n_pred": 2518, + "n_ref": 3481 + }, + "12": { + "Dice": 0.525843165918346, + "FN": 3355, + "FP": 1186, + "IoU": 0.35670774897294233, + "TN": 100705741, + "TP": 2518, + "n_pred": 3704, + "n_ref": 5873 + }, + "13": { + "Dice": 0.02911772352343362, + "FN": 38539, + "FP": 2540, + "IoU": 0.014773953711476197, + "TN": 100671105, + "TP": 616, + "n_pred": 3156, + "n_ref": 39155 + }, + "14": { + "Dice": 0.18478396325506044, + "FN": 133136, + "FP": 50030, + "IoU": 0.1017972293735442, + "TN": 100508875, + "TP": 20759, + "n_pred": 70789, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8465324180711077, + "FN": 2467, + "FP": 31180, + "IoU": 0.7339022191291144, + "TN": 100586354, + "TP": 92799, + "n_pred": 123979, + "n_ref": 95266 + }, + "2": { + "Dice": 0.011440532688525181, + "FN": 231571, + "FP": 42344, + "IoU": 0.005753176043557169, + "TN": 100437300, + "TP": 1585, + "n_pred": 43929, + "n_ref": 233156 + }, + "3": { + "Dice": 0.5280115665455626, + "FN": 53397, + "FP": 251508, + "IoU": 0.3587063284909339, + "TN": 100237347, + "TP": 170548, + "n_pred": 422056, + "n_ref": 223945 + }, + "4": { + "Dice": 0.4969231696086616, + "FN": 28783, + "FP": 29670, + "IoU": 0.3306039715077529, + "TN": 100625478, + "TP": 28869, + "n_pred": 58539, + "n_ref": 57652 + }, + "5": { + "Dice": 0.4525883319638455, + "FN": 10965, + "FP": 2359, + "IoU": 0.29248088360237895, + "TN": 100693968, + "TP": 5508, + "n_pred": 7867, + "n_ref": 16473 + }, + "6": { + "Dice": 0.5399038106706057, + "FN": 1010057, + "FP": 810251, + "IoU": 0.3697727688191402, + "TN": 97824464, + "TP": 1068028, + "n_pred": 1878279, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.6529983449683304, + "FN": 41109, + "FP": 98318, + "IoU": 0.48477917048511543, + "TN": 100442184, + "TP": 131189, + "n_pred": 229507, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9098237322139433, + "FN": 5323, + "FP": 14634, + "IoU": 0.8345657111593746, + "TN": 100592166, + "TP": 100677, + "n_pred": 115311, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7405296193529269, + "FN": 33132, + "FP": 15027, + "IoU": 0.5879690628154891, + "TN": 100595918, + "TP": 68723, + "n_pred": 83750, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9435625773317665, + "FN": 1956, + "FP": 7121, + "IoU": 0.893155199811665, + "TN": 78865745, + "TP": 75878, + "n_pred": 82999, + "n_ref": 77834 + }, + "10": { + "Dice": 0.6468055555555555, + "FN": 15659, + "FP": 9771, + "IoU": 0.47798419378014984, + "TN": 78901985, + "TP": 23285, + "n_pred": 33056, + "n_ref": 38944 + }, + "11": { + "Dice": 0.45002414292612264, + "FN": 436, + "FP": 1842, + "IoU": 0.2903426791277259, + "TN": 78947490, + "TP": 932, + "n_pred": 2774, + "n_ref": 1368 + }, + "12": { + "Dice": 0.0940484937545922, + "FN": 2432, + "FP": 34, + "IoU": 0.04934464148033924, + "TN": 78948106, + "TP": 128, + "n_pred": 162, + "n_ref": 2560 + }, + "13": { + "Dice": 0.30283060065901785, + "FN": 47963, + "FP": 4720, + "IoU": 0.1784327485380117, + "TN": 78886575, + "TP": 11442, + "n_pred": 16162, + "n_ref": 59405 + }, + "14": { + "Dice": 0.4744591046561866, + "FN": 12993, + "FP": 18633, + "IoU": 0.3110104134896083, + "TN": 78904798, + "TP": 14276, + "n_pred": 32909, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9008557168562379, + "FN": 3797, + "FP": 8380, + "IoU": 0.8195973273678129, + "TN": 78883201, + "TP": 55322, + "n_pred": 63702, + "n_ref": 59119 + }, + "2": { + "Dice": 0.7566814040572541, + "FN": 35256, + "FP": 6460, + "IoU": 0.6085981553935504, + "TN": 78844119, + "TP": 64865, + "n_pred": 71325, + "n_ref": 100121 + }, + "3": { + "Dice": 0.8699976671685788, + "FN": 2631, + "FP": 21889, + "IoU": 0.7699078505339414, + "TN": 78844134, + "TP": 82046, + "n_pred": 103935, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8703184570531509, + "FN": 1605, + "FP": 3021, + "IoU": 0.7704104422055685, + "TN": 78930551, + "TP": 15523, + "n_pred": 18544, + "n_ref": 17128 + }, + "5": { + "Dice": 0.41778661982264176, + "FN": 24928, + "FP": 2581, + "IoU": 0.264052007811873, + "TN": 78913321, + "TP": 9870, + "n_pred": 12451, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9313626715308295, + "FN": 36417, + "FP": 62434, + "IoU": 0.8715423340723202, + "TN": 78181178, + "TP": 670671, + "n_pred": 733105, + "n_ref": 707088 + }, + "7": { + "Dice": 0.1611178225177689, + "FN": 655295, + "FP": 30086, + "IoU": 0.08761726253629198, + "TN": 78199501, + "TP": 65818, + "n_pred": 95904, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8008626759626623, + "FN": 105334, + "FP": 6945, + "IoU": 0.6678656896995442, + "TN": 78612647, + "TP": 225774, + "n_pred": 232719, + "n_ref": 331108 + }, + "9": { + "Dice": 0.596024150221862, + "FN": 28370, + "FP": 10505, + "IoU": 0.4245259277900315, + "TN": 78883147, + "TP": 28678, + "n_pred": 39183, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7743549732303802, + "FN": 4291, + "FP": 79579, + "IoU": 0.631793836157696, + "TN": 104776660, + "TP": 143910, + "n_pred": 223489, + "n_ref": 148201 + }, + "10": { + "Dice": 0.751414353220902, + "FN": 24344, + "FP": 17267, + "IoU": 0.6018124228476283, + "TN": 104899939, + "TP": 62890, + "n_pred": 80157, + "n_ref": 87234 + }, + "11": { + "Dice": 0.7525479005299633, + "FN": 1562, + "FP": 259, + "IoU": 0.6032679738562091, + "TN": 104999850, + "TP": 2769, + "n_pred": 3028, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7033818250519555, + "FN": 1110, + "FP": 2030, + "IoU": 0.5424741366749235, + "TN": 104997577, + "TP": 3723, + "n_pred": 5753, + "n_ref": 4833 + }, + "13": { + "Dice": 0.7485514649672428, + "FN": 25431, + "FP": 9764, + "IoU": 0.598148021282912, + "TN": 104916858, + "TP": 52387, + "n_pred": 62151, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9478585499579838, + "FN": 1276, + "FP": 6294, + "IoU": 0.9008850947941762, + "TN": 104928064, + "TP": 68806, + "n_pred": 75100, + "n_ref": 70082 + }, + "15": { + "Dice": 0.5407982318624553, + "FN": 3317, + "FP": 32419, + "IoU": 0.3706123742933127, + "TN": 104947661, + "TP": 21043, + "n_pred": 53462, + "n_ref": 24360 + }, + "2": { + "Dice": 0.7640832936774914, + "FN": 31058, + "FP": 55204, + "IoU": 0.618232029528134, + "TN": 104778486, + "TP": 139692, + "n_pred": 194896, + "n_ref": 170750 + }, + "3": { + "Dice": 0.7791047169962629, + "FN": 32102, + "FP": 36761, + "IoU": 0.6381421304859594, + "TN": 104814136, + "TP": 121441, + "n_pred": 158202, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2669, + "IoU": 0.0, + "TN": 105001771, + "TP": 0, + "n_pred": 2669, + "n_ref": 0 + }, + "5": { + "Dice": 0.6862837541252784, + "FN": 8973, + "FP": 10324, + "IoU": 0.5223987723987724, + "TN": 104964036, + "TP": 21107, + "n_pred": 31431, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9326052091846962, + "FN": 26339, + "FP": 148475, + "IoU": 0.8737209673586175, + "TN": 103620093, + "TP": 1209533, + "n_pred": 1358008, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8266012390644946, + "FN": 18349, + "FP": 70487, + "IoU": 0.7044504107073348, + "TN": 104703861, + "TP": 211743, + "n_pred": 282230, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9328165484855333, + "FN": 38022, + "FP": 9247, + "IoU": 0.8740920290337617, + "TN": 104629015, + "TP": 328156, + "n_pred": 337403, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9096620532880495, + "FN": 9720, + "FP": 6931, + "IoU": 0.8342936756729861, + "TN": 104903955, + "TP": 83834, + "n_pred": 90765, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7434726326844637, + "FN": 144160, + "FP": 44894, + "IoU": 0.5916883722738405, + "TN": 177213274, + "TP": 273960, + "n_pred": 318854, + "n_ref": 418120 + }, + "10": { + "Dice": 0.32971475933450584, + "FN": 55651, + "FP": 10663, + "IoU": 0.19740027110766847, + "TN": 177593664, + "TP": 16310, + "n_pred": 26973, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7886421389901669, + "FN": 1174, + "FP": 739, + "IoU": 0.6510397665085735, + "TN": 177670806, + "TP": 3569, + "n_pred": 4308, + "n_ref": 4743 + }, + "12": { + "Dice": 0.6622820129546587, + "FN": 1875, + "FP": 1514, + "IoU": 0.4950834326579261, + "TN": 177669576, + "TP": 3323, + "n_pred": 4837, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8128810899588407, + "FN": 15958, + "FP": 12183, + "IoU": 0.6847511930634284, + "TN": 177587022, + "TP": 61125, + "n_pred": 73308, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9506881707787075, + "FN": 3476, + "FP": 4073, + "IoU": 0.9060111058542294, + "TN": 177595970, + "TP": 72769, + "n_pred": 76842, + "n_ref": 76245 + }, + "15": { + "Dice": 0.24868988110708823, + "FN": 2597, + "FP": 121702, + "IoU": 0.14200219505629147, + "TN": 177531417, + "TP": 20572, + "n_pred": 142274, + "n_ref": 23169 + }, + "2": { + "Dice": 0.7342943003743759, + "FN": 18522, + "FP": 123211, + "IoU": 0.5801461592466312, + "TN": 177338711, + "TP": 195844, + "n_pred": 319055, + "n_ref": 214366 + }, + "3": { + "Dice": 0.5388334287974252, + "FN": 128024, + "FP": 7238, + "IoU": 0.36876933774494475, + "TN": 177462005, + "TP": 79021, + "n_pred": 86259, + "n_ref": 207045 + }, + "4": { + "Dice": 0.8180236206994922, + "FN": 5758, + "FP": 7000, + "IoU": 0.6920811913209277, + "TN": 177634855, + "TP": 28675, + "n_pred": 35675, + "n_ref": 34433 + }, + "5": { + "Dice": 0.688064898503482, + "FN": 12606, + "FP": 4236, + "IoU": 0.5244656520879803, + "TN": 177640871, + "TP": 18575, + "n_pred": 22811, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8157382670495009, + "FN": 273523, + "FP": 418600, + "IoU": 0.6888158625350076, + "TN": 175452129, + "TP": 1532036, + "n_pred": 1950636, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.6596195486729513, + "FN": 42080, + "FP": 294479, + "IoU": 0.4921136741586259, + "TN": 177013622, + "TP": 326107, + "n_pred": 620586, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8381263596129322, + "FN": 20676, + "FP": 48378, + "IoU": 0.7213575818225104, + "TN": 177428465, + "TP": 178769, + "n_pred": 227147, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9086806889013619, + "FN": 12185, + "FP": 12545, + "IoU": 0.8326441946551713, + "TN": 177528519, + "TP": 123039, + "n_pred": 135584, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9479096242339651, + "FN": 13204, + "FP": 5904, + "IoU": 0.9009773742524589, + "TN": 193812569, + "TP": 173858, + "n_pred": 179762, + "n_ref": 187062 + }, + "10": { + "Dice": 0.904072362621629, + "FN": 6537, + "FP": 10548, + "IoU": 0.8249380084841281, + "TN": 193907941, + "TP": 80509, + "n_pred": 91057, + "n_ref": 87046 + }, + "11": { + "Dice": 0.7811190085657007, + "FN": 969, + "FP": 232, + "IoU": 0.6408492822966507, + "TN": 194002191, + "TP": 2143, + "n_pred": 2375, + "n_ref": 3112 + }, + "12": { + "Dice": 0.8036417991574942, + "FN": 993, + "FP": 452, + "IoU": 0.6717401181281236, + "TN": 194001133, + "TP": 2957, + "n_pred": 3409, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7404791548764385, + "FN": 17811, + "FP": 16582, + "IoU": 0.5879054385985933, + "TN": 193922076, + "TP": 49066, + "n_pred": 65648, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8946778076045723, + "FN": 4912, + "FP": 11802, + "IoU": 0.8094271640974185, + "TN": 193917831, + "TP": 70990, + "n_pred": 82792, + "n_ref": 75902 + }, + "15": { + "Dice": 0.555739001345783, + "FN": 938, + "FP": 31083, + "IoU": 0.38479125439489714, + "TN": 193953486, + "TP": 20028, + "n_pred": 51111, + "n_ref": 20966 + }, + "2": { + "Dice": 0.8812619542475988, + "FN": 11272, + "FP": 23120, + "IoU": 0.7877285997321302, + "TN": 193843516, + "TP": 127627, + "n_pred": 150747, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9319658369224031, + "FN": 6885, + "FP": 11755, + "IoU": 0.8725992755109016, + "TN": 193859225, + "TP": 127670, + "n_pred": 139425, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9168927366658017, + "FN": 1595, + "FP": 1928, + "IoU": 0.8465391819488609, + "TN": 193982578, + "TP": 19434, + "n_pred": 21362, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5882500417850577, + "FN": 13192, + "FP": 6516, + "IoU": 0.41668146569585035, + "TN": 193971749, + "TP": 14078, + "n_pred": 20594, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9212777191308927, + "FN": 26811, + "FP": 205334, + "IoU": 0.854045323314019, + "TN": 192415007, + "TP": 1358383, + "n_pred": 1563717, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.8888132971562711, + "FN": 45004, + "FP": 24291, + "IoU": 0.7998775497237649, + "TN": 193659272, + "TP": 276968, + "n_pred": 301259, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9157183115291049, + "FN": 25151, + "FP": 14656, + "IoU": 0.8445391278538457, + "TN": 193749477, + "TP": 216251, + "n_pred": 230907, + "n_ref": 241402 + }, + "9": { + "Dice": 0.9143078631440005, + "FN": 11139, + "FP": 5221, + "IoU": 0.8421428433586137, + "TN": 193901897, + "TP": 87278, + "n_pred": 92499, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9185097904443954, + "FN": 2201, + "FP": 17717, + "IoU": 0.8493001437542559, + "TN": 99523630, + "TP": 112252, + "n_pred": 129969, + "n_ref": 114453 + }, + "10": { + "Dice": 0.852775299756566, + "FN": 15285, + "FP": 4189, + "IoU": 0.74333763871682, + "TN": 99579926, + "TP": 56400, + "n_pred": 60589, + "n_ref": 71685 + }, + "11": { + "Dice": 0.6543930003645644, + "FN": 1847, + "FP": 49, + "IoU": 0.4863180709834733, + "TN": 99652109, + "TP": 1795, + "n_pred": 1844, + "n_ref": 3642 + }, + "12": { + "Dice": 0.5965322423533995, + "FN": 2037, + "FP": 34, + "IoU": 0.42504164353137147, + "TN": 99652198, + "TP": 1531, + "n_pred": 1565, + "n_ref": 3568 + }, + "13": { + "Dice": 0.7241495537107546, + "FN": 16427, + "FP": 5670, + "IoU": 0.567581847713352, + "TN": 99604699, + "TP": 29004, + "n_pred": 34674, + "n_ref": 45431 + }, + "14": { + "Dice": 0.07766529837931542, + "FN": 49391, + "FP": 63405, + "IoU": 0.04040154834318772, + "TN": 99538255, + "TP": 4749, + "n_pred": 68154, + "n_ref": 54140 + }, + "15": { + "Dice": 0.5336325105958614, + "FN": 11192, + "FP": 35573, + "IoU": 0.3639145810663765, + "TN": 99582280, + "TP": 26755, + "n_pred": 62328, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9180525016827462, + "FN": 12458, + "FP": 5804, + "IoU": 0.8485185308072597, + "TN": 99535244, + "TP": 102294, + "n_pred": 108098, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9412109994090968, + "FN": 3550, + "FP": 11473, + "IoU": 0.8889504886089797, + "TN": 99520518, + "TP": 120259, + "n_pred": 131732, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8641939422126621, + "FN": 4041, + "FP": 631, + "IoU": 0.7608640016379178, + "TN": 99636263, + "TP": 14865, + "n_pred": 15496, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8555359361716042, + "FN": 425, + "FP": 1784, + "IoU": 0.7475428571428572, + "TN": 99647050, + "TP": 6541, + "n_pred": 8325, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9622093077027516, + "FN": 53647, + "FP": 48504, + "IoU": 0.9271708783327107, + "TN": 98253188, + "TP": 1300461, + "n_pred": 1348965, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8907475969886575, + "FN": 15643, + "FP": 21479, + "IoU": 0.8030161526542567, + "TN": 99467348, + "TP": 151330, + "n_pred": 172809, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9529936456565498, + "FN": 4338, + "FP": 5190, + "IoU": 0.910208082026538, + "TN": 99549688, + "TP": 96584, + "n_pred": 101774, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9328806869070412, + "FN": 8562, + "FP": 3953, + "IoU": 0.8742046699568787, + "TN": 99556313, + "TP": 86972, + "n_pred": 90925, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8798271970415976, + "FN": 89087, + "FP": 8663, + "IoU": 0.7854388132955501, + "TN": 62627939, + "TP": 357831, + "n_pred": 366494, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8720100178992126, + "FN": 9217, + "FP": 8874, + "IoU": 0.7730653921900676, + "TN": 63003801, + "TP": 61628, + "n_pred": 70502, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7513448894202033, + "FN": 1031, + "FP": 633, + "IoU": 0.6017233125897559, + "TN": 63079342, + "TP": 2514, + "n_pred": 3147, + "n_ref": 3545 + }, + "12": { + "Dice": 0.738585496866607, + "FN": 1027, + "FP": 725, + "IoU": 0.5855216465578424, + "TN": 63079293, + "TP": 2475, + "n_pred": 3200, + "n_ref": 3502 + }, + "13": { + "Dice": 0.6313118152877066, + "FN": 17793, + "FP": 14750, + "IoU": 0.4612532075159341, + "TN": 63023115, + "TP": 27862, + "n_pred": 42612, + "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": 0.9725802370462003, + "FN": 2895, + "FP": 3932, + "IoU": 0.9466240305228921, + "TN": 62955616, + "TP": 121077, + "n_pred": 125009, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9759627565239423, + "FN": 4321, + "FP": 1751, + "IoU": 0.9530539662903974, + "TN": 62954180, + "TP": 123268, + "n_pred": 125019, + "n_ref": 127589 + }, + "4": { + "Dice": 0.11478354589545536, + "FN": 16751, + "FP": 2961, + "IoU": 0.06088613625535969, + "TN": 63062530, + "TP": 1278, + "n_pred": 4239, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5859113712374582, + "FN": 8545, + "FP": 3341, + "IoU": 0.4143385070214339, + "TN": 63063225, + "TP": 8409, + "n_pred": 11750, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9050273293770895, + "FN": 157976, + "FP": 45961, + "IoU": 0.8265296054030605, + "TN": 61907890, + "TP": 971693, + "n_pred": 1017654, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.7305241080429669, + "FN": 30570, + "FP": 62452, + "IoU": 0.5754533131911514, + "TN": 62864411, + "TP": 126087, + "n_pred": 188539, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9152888344560114, + "FN": 15552, + "FP": 2293, + "IoU": 0.8438088069251035, + "TN": 62969269, + "TP": 96406, + "n_pred": 98699, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8908428150511838, + "FN": 4642, + "FP": 4731, + "IoU": 0.8031709365812684, + "TN": 63035900, + "TP": 38247, + "n_pred": 42978, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9612597551925759, + "FN": 17799, + "FP": 5954, + "IoU": 0.9254091771237644, + "TN": 109290374, + "TP": 294691, + "n_pred": 300645, + "n_ref": 312490 + }, + "10": { + "Dice": 0.5791996957322444, + "FN": 30059, + "FP": 54027, + "IoU": 0.407657356204431, + "TN": 109466863, + "TP": 57869, + "n_pred": 111896, + "n_ref": 87928 + }, + "11": { + "Dice": 0.6795982941257395, + "FN": 1996, + "FP": 333, + "IoU": 0.5146905605334444, + "TN": 109604019, + "TP": 2470, + "n_pred": 2803, + "n_ref": 4466 + }, + "12": { + "Dice": 0.74113977884888, + "FN": 1467, + "FP": 359, + "IoU": 0.5887387387387387, + "TN": 109604378, + "TP": 2614, + "n_pred": 2973, + "n_ref": 4081 + }, + "13": { + "Dice": 0.46963334470939117, + "FN": 49129, + "FP": 22357, + "IoU": 0.3068763574309649, + "TN": 109505682, + "TP": 31650, + "n_pred": 54007, + "n_ref": 80779 + }, + "14": { + "Dice": 0.605538228717496, + "FN": 34495, + "FP": 46830, + "IoU": 0.43424512682092026, + "TN": 109465072, + "TP": 62421, + "n_pred": 109251, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8727561416662991, + "FN": 4601, + "FP": 24249, + "IoU": 0.7742389858361374, + "TN": 109481028, + "TP": 98940, + "n_pred": 123189, + "n_ref": 103541 + }, + "2": { + "Dice": 0.721908278561406, + "FN": 91869, + "FP": 2272, + "IoU": 0.5648329196192906, + "TN": 109392485, + "TP": 122192, + "n_pred": 124464, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8183136632581212, + "FN": 12092, + "FP": 91636, + "IoU": 0.6924965092804226, + "TN": 109271495, + "TP": 233595, + "n_pred": 325231, + "n_ref": 245687 + }, + "4": { + "Dice": 0.5531759583925336, + "FN": 29071, + "FP": 5208, + "IoU": 0.3823381022739558, + "TN": 109553320, + "TP": 21219, + "n_pred": 26427, + "n_ref": 50290 + }, + "5": { + "Dice": 0.6504815638000798, + "FN": 4845, + "FP": 1288, + "IoU": 0.48201013513513513, + "TN": 109596978, + "TP": 5707, + "n_pred": 6995, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8135732401592419, + "FN": 47697, + "FP": 503522, + "IoU": 0.6857340610459929, + "TN": 107854829, + "TP": 1202770, + "n_pred": 1706292, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.5517013004486385, + "FN": 722311, + "FP": 50703, + "IoU": 0.3809306054196822, + "TN": 108360147, + "TP": 475657, + "n_pred": 526360, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9447621138122153, + "FN": 3336, + "FP": 6730, + "IoU": 0.8953072346798685, + "TN": 109512670, + "TP": 86082, + "n_pred": 92812, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7127550728077858, + "FN": 11662, + "FP": 23431, + "IoU": 0.5537058703835589, + "TN": 109530186, + "TP": 43539, + "n_pred": 66970, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8707641640994934, + "FN": 3516, + "FP": 12887, + "IoU": 0.7711092195414649, + "TN": 66995689, + "TP": 55260, + "n_pred": 68147, + "n_ref": 58776 + }, + "10": { + "Dice": 0.6269709700616933, + "FN": 37383, + "FP": 11896, + "IoU": 0.4566334406562872, + "TN": 66976660, + "TP": 41413, + "n_pred": 53309, + "n_ref": 78796 + }, + "11": { + "Dice": 0.33986928104575165, + "FN": 2450, + "FP": 176, + "IoU": 0.2047244094488189, + "TN": 67064050, + "TP": 676, + "n_pred": 852, + "n_ref": 3126 + }, + "12": { + "Dice": 0.5653923541247485, + "FN": 1906, + "FP": 254, + "IoU": 0.394109396914446, + "TN": 67063787, + "TP": 1405, + "n_pred": 1659, + "n_ref": 3311 + }, + "13": { + "Dice": 0.35860441212859506, + "FN": 28791, + "FP": 4906, + "IoU": 0.21847531136210777, + "TN": 67024235, + "TP": 9420, + "n_pred": 14326, + "n_ref": 38211 + }, + "14": { + "Dice": 0.6156927085846644, + "FN": 37199, + "FP": 10585, + "IoU": 0.4447659218461324, + "TN": 66981291, + "TP": 38277, + "n_pred": 48862, + "n_ref": 75476 + }, + "15": { + "Dice": 0.18489262652049857, + "FN": 22128, + "FP": 59289, + "IoU": 0.10186318959526094, + "TN": 66976701, + "TP": 9234, + "n_pred": 68523, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9201783807722281, + "FN": 12020, + "FP": 11231, + "IoU": 0.8521577679008577, + "TN": 66910083, + "TP": 134018, + "n_pred": 145249, + "n_ref": 146038 + }, + "3": { + "Dice": 0.93112963153931, + "FN": 11386, + "FP": 10653, + "IoU": 0.8711342918788701, + "TN": 66896329, + "TP": 148984, + "n_pred": 159637, + "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": 0.7680232860335776, + "FN": 1533, + "FP": 2930, + "IoU": 0.6234073074002194, + "TN": 67055501, + "TP": 7388, + "n_pred": 10318, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9336124195222096, + "FN": 80302, + "FP": 61852, + "IoU": 0.8754907095822596, + "TN": 65925638, + "TP": 999560, + "n_pred": 1061412, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.472574892549681, + "FN": 241768, + "FP": 3414, + "IoU": 0.3093931677858398, + "TN": 66712328, + "TP": 109842, + "n_pred": 113256, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9196147392133875, + "FN": 5702, + "FP": 8286, + "IoU": 0.8511914893617021, + "TN": 66973352, + "TP": 80012, + "n_pred": 88298, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9102142015201398, + "FN": 10162, + "FP": 3092, + "IoU": 0.8352230344621812, + "TN": 66986916, + "TP": 67182, + "n_pred": 70274, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6442895555121599, + "FN": 94435, + "FP": 285, + "IoU": 0.475241271564858, + "TN": 74338778, + "TP": 85782, + "n_pred": 86067, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7463681743634784, + "FN": 14508, + "FP": 13793, + "IoU": 0.5953647307769294, + "TN": 74449338, + "TP": 41641, + "n_pred": 55434, + "n_ref": 56149 + }, + "11": { + "Dice": 0.6010859150431173, + "FN": 1505, + "FP": 993, + "IoU": 0.42968036529680365, + "TN": 74514900, + "TP": 1882, + "n_pred": 2875, + "n_ref": 3387 + }, + "12": { + "Dice": 0.6252330640149161, + "FN": 1195, + "FP": 11, + "IoU": 0.45479204339963836, + "TN": 74517068, + "TP": 1006, + "n_pred": 1017, + "n_ref": 2201 + }, + "13": { + "Dice": 0.4762099342603387, + "FN": 23078, + "FP": 20505, + "IoU": 0.3125167599968452, + "TN": 74455885, + "TP": 19812, + "n_pred": 40317, + "n_ref": 42890 + }, + "14": { + "Dice": 0.602371559221734, + "FN": 5052, + "FP": 30426, + "IoU": 0.4309954932559221, + "TN": 74456929, + "TP": 26873, + "n_pred": 57299, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7088370532906598, + "FN": 5000, + "FP": 15833, + "IoU": 0.5489911673016973, + "TN": 74473088, + "TP": 25359, + "n_pred": 41192, + "n_ref": 30359 + }, + "2": { + "Dice": 0.8879638392354884, + "FN": 6734, + "FP": 27124, + "IoU": 0.7985026661588269, + "TN": 74351248, + "TP": 134174, + "n_pred": 161298, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9053607612378219, + "FN": 16014, + "FP": 13177, + "IoU": 0.8270859742444526, + "TN": 74350462, + "TP": 139627, + "n_pred": 152804, + "n_ref": 155641 + }, + "4": { + "Dice": 0.23408488063660476, + "FN": 11513, + "FP": 37, + "IoU": 0.1325572662410815, + "TN": 74505965, + "TP": 1765, + "n_pred": 1802, + "n_ref": 13278 + }, + "5": { + "Dice": 0.6285714285714286, + "FN": 4170, + "FP": 2902, + "IoU": 0.4583333333333333, + "TN": 74506224, + "TP": 5984, + "n_pred": 8886, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9434807311841489, + "FN": 76569, + "FP": 106665, + "IoU": 0.8930085413790929, + "TN": 72806676, + "TP": 1529370, + "n_pred": 1636035, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.5087585681645087, + "FN": 108741, + "FP": 4134, + "IoU": 0.3411644535240041, + "TN": 74347955, + "TP": 58450, + "n_pred": 62584, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9588187190446066, + "FN": 2237, + "FP": 3101, + "IoU": 0.9208950800237107, + "TN": 74451800, + "TP": 62142, + "n_pred": 65243, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9164974843322446, + "FN": 9794, + "FP": 5342, + "IoU": 0.8458655804480651, + "TN": 74421080, + "TP": 83064, + "n_pred": 88406, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8808314606375899, + "FN": 12273, + "FP": 60960, + "IoU": 0.7870409412503672, + "TN": 65707297, + "TP": 270650, + "n_pred": 331610, + "n_ref": 282923 + }, + "10": { + "Dice": 0.5613583740674042, + "FN": 40984, + "FP": 25511, + "IoU": 0.3902002861230329, + "TN": 65942136, + "TP": 42549, + "n_pred": 68060, + "n_ref": 83533 + }, + "11": { + "Dice": 0.10779871213927975, + "FN": 3411, + "FP": 330, + "IoU": 0.05697000252079657, + "TN": 66047213, + "TP": 226, + "n_pred": 556, + "n_ref": 3637 + }, + "12": { + "Dice": 0.5542295542295542, + "FN": 1447, + "FP": 1093, + "IoU": 0.3833454722019908, + "TN": 66047061, + "TP": 1579, + "n_pred": 2672, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7415259616605306, + "FN": 12580, + "FP": 11852, + "IoU": 0.5892262685362655, + "TN": 65991702, + "TP": 35046, + "n_pred": 46898, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8743659921606683, + "FN": 1005, + "FP": 15566, + "IoU": 0.7767764531555197, + "TN": 65976945, + "TP": 57664, + "n_pred": 73230, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8106460877381448, + "FN": 6108, + "FP": 2529, + "IoU": 0.6815852534562212, + "TN": 66024055, + "TP": 18488, + "n_pred": 21017, + "n_ref": 24596 + }, + "2": { + "Dice": 0.6101306327109587, + "FN": 69967, + "FP": 24581, + "IoU": 0.4389841571233608, + "TN": 65882650, + "TP": 73982, + "n_pred": 98563, + "n_ref": 143949 + }, + "3": { + "Dice": 0.7905986168552015, + "FN": 6669, + "FP": 72874, + "IoU": 0.6537106934667242, + "TN": 65821479, + "TP": 150158, + "n_pred": 223032, + "n_ref": 156827 + }, + "4": { + "Dice": 0.9031975624277659, + "FN": 3739, + "FP": 1789, + "IoU": 0.82348245361944, + "TN": 66019863, + "TP": 25789, + "n_pred": 27578, + "n_ref": 29528 + }, + "5": { + "Dice": 0.9166751970518988, + "FN": 1024, + "FP": 604, + "IoU": 0.8461683832561655, + "TN": 66040597, + "TP": 8955, + "n_pred": 9559, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8937392397453064, + "FN": 42337, + "FP": 190967, + "IoU": 0.8078920195447786, + "TN": 64836738, + "TP": 981138, + "n_pred": 1172105, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.6082991783185927, + "FN": 542266, + "FP": 17006, + "IoU": 0.4370904786731861, + "TN": 65057642, + "TP": 434266, + "n_pred": 451272, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9449619173848512, + "FN": 3942, + "FP": 5069, + "IoU": 0.8956661687913208, + "TN": 65964813, + "TP": 77356, + "n_pred": 82425, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8714237937429692, + "FN": 12761, + "FP": 4155, + "IoU": 0.7721443965517242, + "TN": 65976940, + "TP": 57324, + "n_pred": 61479, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9709219627837495, + "FN": 4158, + "FP": 4796, + "IoU": 0.9434872066749977, + "TN": 113314098, + "TP": 149488, + "n_pred": 154284, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8573362983196465, + "FN": 7121, + "FP": 17322, + "IoU": 0.7502962569467146, + "TN": 113374652, + "TP": 73445, + "n_pred": 90767, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6928236083165661, + "FN": 1164, + "FP": 668, + "IoU": 0.530015392508979, + "TN": 113468642, + "TP": 2066, + "n_pred": 2734, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8122709379666079, + "FN": 1091, + "FP": 292, + "IoU": 0.6838857142857143, + "TN": 113468165, + "TP": 2992, + "n_pred": 3284, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6657503674269228, + "FN": 27954, + "FP": 21170, + "IoU": 0.4989698712849071, + "TN": 113374494, + "TP": 48922, + "n_pred": 70092, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8837237582265981, + "FN": 52845, + "FP": 2614, + "IoU": 0.7916712057067943, + "TN": 113206331, + "TP": 210750, + "n_pred": 213364, + "n_ref": 263595 + }, + "15": { + "Dice": 0.305778498401117, + "FN": 4910, + "FP": 72159, + "IoU": 0.18048318836264649, + "TN": 113378498, + "TP": 16973, + "n_pred": 89132, + "n_ref": 21883 + }, + "2": { + "Dice": 0.8458201782571038, + "FN": 5997, + "FP": 38149, + "IoU": 0.7328322349110671, + "TN": 113307303, + "TP": 121091, + "n_pred": 159240, + "n_ref": 127088 + }, + "3": { + "Dice": 0.8907272093161731, + "FN": 15587, + "FP": 10105, + "IoU": 0.8029830144549672, + "TN": 113342135, + "TP": 104713, + "n_pred": 114818, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8177645632469257, + "FN": 2763, + "FP": 9863, + "IoU": 0.6917104138688804, + "TN": 113431585, + "TP": 28329, + "n_pred": 38192, + "n_ref": 31092 + }, + "5": { + "Dice": 0.5921185584371842, + "FN": 16125, + "FP": 6884, + "IoU": 0.4205741626794258, + "TN": 113432830, + "TP": 16701, + "n_pred": 23585, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9583700233539958, + "FN": 42202, + "FP": 53486, + "IoU": 0.9200676294281571, + "TN": 112275428, + "TP": 1101424, + "n_pred": 1154910, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.7925354297917507, + "FN": 61971, + "FP": 19730, + "IoU": 0.65636329988139, + "TN": 113234786, + "TP": 156053, + "n_pred": 175783, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9093642569127277, + "FN": 30997, + "FP": 5597, + "IoU": 0.8337928246680989, + "TN": 113252369, + "TP": 183577, + "n_pred": 189174, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8977706644536325, + "FN": 15368, + "FP": 5327, + "IoU": 0.8145044189089866, + "TN": 113360974, + "TP": 90871, + "n_pred": 96198, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7751217338823075, + "FN": 4537, + "FP": 66630, + "IoU": 0.6328153215903579, + "TN": 75002910, + "TP": 122651, + "n_pred": 189281, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8080658637701367, + "FN": 24136, + "FP": 11929, + "IoU": 0.6779450635805115, + "TN": 75084744, + "TP": 75919, + "n_pred": 87848, + "n_ref": 100055 + }, + "11": { + "Dice": 0.6674736296040118, + "FN": 1614, + "FP": 309, + "IoU": 0.5009083830781209, + "TN": 75192875, + "TP": 1930, + "n_pred": 2239, + "n_ref": 3544 + }, + "12": { + "Dice": 0.5939010784678319, + "FN": 1509, + "FP": 675, + "IoU": 0.42237503306003704, + "TN": 75192947, + "TP": 1597, + "n_pred": 2272, + "n_ref": 3106 + }, + "13": { + "Dice": 0.5928560442940634, + "FN": 24422, + "FP": 17934, + "IoU": 0.4213186873240976, + "TN": 75123534, + "TP": 30838, + "n_pred": 48772, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9117215116716346, + "FN": 17896, + "FP": 4405, + "IoU": 0.8377648933151949, + "TN": 75059267, + "TP": 115160, + "n_pred": 119565, + "n_ref": 133056 + }, + "15": { + "Dice": 0.8089615253660197, + "FN": 14414, + "FP": 13640, + "IoU": 0.6792068792023053, + "TN": 75109276, + "TP": 59398, + "n_pred": 73038, + "n_ref": 73812 + }, + "2": { + "Dice": 0.8825954472127622, + "FN": 8440, + "FP": 28240, + "IoU": 0.7898620468399101, + "TN": 75022176, + "TP": 137872, + "n_pred": 166112, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9046070632928375, + "FN": 19405, + "FP": 7614, + "IoU": 0.8258288263316337, + "TN": 75041599, + "TP": 128110, + "n_pred": 135724, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8483854355413989, + "FN": 2723, + "FP": 5226, + "IoU": 0.7366921726456657, + "TN": 75166539, + "TP": 22240, + "n_pred": 27466, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8757051157362381, + "FN": 948, + "FP": 969, + "IoU": 0.7788927335640139, + "TN": 75188058, + "TP": 6753, + "n_pred": 7722, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9019172468677933, + "FN": 25766, + "FP": 241924, + "IoU": 0.8213563543322535, + "TN": 73698270, + "TP": 1230768, + "n_pred": 1472692, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.8915417961431799, + "FN": 13095, + "FP": 20656, + "IoU": 0.8043079955934366, + "TN": 75024258, + "TP": 138719, + "n_pred": 159375, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9086513771810063, + "FN": 12195, + "FP": 2391, + "IoU": 0.8325949730288076, + "TN": 75109598, + "TP": 72544, + "n_pred": 74935, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8093014011726125, + "FN": 16153, + "FP": 12632, + "IoU": 0.6796861959606075, + "TN": 75106863, + "TP": 61080, + "n_pred": 73712, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9715842612587898, + "FN": 8664, + "FP": 3455, + "IoU": 0.9447388100536241, + "TN": 86708568, + "TP": 207185, + "n_pred": 210640, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6961539384342235, + "FN": 10798, + "FP": 39858, + "IoU": 0.5339234123990211, + "TN": 86819186, + "TP": 58030, + "n_pred": 97888, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6608011113683723, + "FN": 1163, + "FP": 302, + "IoU": 0.4934301521438451, + "TN": 86924980, + "TP": 1427, + "n_pred": 1729, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6426491994177583, + "FN": 1383, + "FP": 2545, + "IoU": 0.4734584450402145, + "TN": 86920412, + "TP": 3532, + "n_pred": 6077, + "n_ref": 4915 + }, + "13": { + "Dice": 0.6029928677586519, + "FN": 17020, + "FP": 33467, + "IoU": 0.43163191786373667, + "TN": 86839044, + "TP": 38341, + "n_pred": 71808, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8523288203666516, + "FN": 17491, + "FP": 5305, + "IoU": 0.7426594267523114, + "TN": 86839289, + "TP": 65787, + "n_pred": 71092, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8785003606776841, + "FN": 27472, + "FP": 9920, + "IoU": 0.7833264763317552, + "TN": 86755299, + "TP": 135181, + "n_pred": 145101, + "n_ref": 162653 + }, + "2": { + "Dice": 0.8669023702909701, + "FN": 23934, + "FP": 6860, + "IoU": 0.7650729712616056, + "TN": 86796793, + "TP": 100285, + "n_pred": 107145, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9008553874701576, + "FN": 11114, + "FP": 23936, + "IoU": 0.8195967820801185, + "TN": 86733585, + "TP": 159237, + "n_pred": 183173, + "n_ref": 170351 + }, + "4": { + "Dice": 0.6576794245236396, + "FN": 4545, + "FP": 7923, + "IoU": 0.48995704643076293, + "TN": 86903427, + "TP": 11977, + "n_pred": 19900, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8369900861368438, + "FN": 323, + "FP": 1683, + "IoU": 0.7196757965343767, + "TN": 86920716, + "TP": 5150, + "n_pred": 6833, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9025134015479221, + "FN": 30145, + "FP": 217035, + "IoU": 0.8223457150372946, + "TN": 85536518, + "TP": 1144174, + "n_pred": 1361209, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.503475531641409, + "FN": 671661, + "FP": 21724, + "IoU": 0.3364298695320552, + "TN": 85882941, + "TP": 351546, + "n_pred": 373270, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9394265690872922, + "FN": 2914, + "FP": 3724, + "IoU": 0.8857723017621145, + "TN": 86869760, + "TP": 51474, + "n_pred": 55198, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8193434026367296, + "FN": 6386, + "FP": 13182, + "IoU": 0.6939726627255951, + "TN": 86863930, + "TP": 44374, + "n_pred": 57556, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6861065577653759, + "FN": 16052, + "FP": 50204, + "IoU": 0.5221934562657301, + "TN": 37610933, + "TP": 72411, + "n_pred": 122615, + "n_ref": 88463 + }, + "10": { + "Dice": 0.71826775961821, + "FN": 23800, + "FP": 4005, + "IoU": 0.5603883065344907, + "TN": 37686351, + "TP": 35444, + "n_pred": 39449, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8063680118474639, + "FN": 410, + "FP": 636, + "IoU": 0.6755583126550868, + "TN": 37746376, + "TP": 2178, + "n_pred": 2814, + "n_ref": 2588 + }, + "12": { + "Dice": 0.47030981067125643, + "FN": 1824, + "FP": 638, + "IoU": 0.3074542897327707, + "TN": 37746045, + "TP": 1093, + "n_pred": 1731, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7028350515463917, + "FN": 14888, + "FP": 10478, + "IoU": 0.5418239618517783, + "TN": 37694237, + "TP": 29997, + "n_pred": 40475, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3692999545511326, + "FN": 30800, + "FP": 206499, + "IoU": 0.2264671271591698, + "TN": 37442827, + "TP": 69474, + "n_pred": 275973, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 53745, + "IoU": 0.0, + "TN": 37695855, + "TP": 0, + "n_pred": 53745, + "n_ref": 0 + }, + "2": { + "Dice": 0.6116323953924279, + "FN": 45249, + "FP": 24576, + "IoU": 0.4405406704698417, + "TN": 37624792, + "TP": 54983, + "n_pred": 79559, + "n_ref": 100232 + }, + "3": { + "Dice": 0.6019999886170255, + "FN": 35813, + "FP": 34116, + "IoU": 0.43061515287220614, + "TN": 37626785, + "TP": 52886, + "n_pred": 87002, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 78, + "IoU": 0.0, + "TN": 37737828, + "TP": 0, + "n_pred": 78, + "n_ref": 11694 + }, + "5": { + "Dice": 0.8215971129823263, + "FN": 1170, + "FP": 2686, + "IoU": 0.6972124067530427, + "TN": 37736865, + "TP": 8879, + "n_pred": 11565, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9179859389492485, + "FN": 76933, + "FP": 41996, + "IoU": 0.8484048146821548, + "TN": 36965083, + "TP": 665588, + "n_pred": 707584, + "n_ref": 742521 + }, + "7": { + "Dice": 0.8117088202132021, + "FN": 91880, + "FP": 25686, + "IoU": 0.683089156951277, + "TN": 37378625, + "TP": 253409, + "n_pred": 279095, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9240306610512715, + "FN": 3708, + "FP": 8522, + "IoU": 0.8587890264178829, + "TN": 37662992, + "TP": 74378, + "n_pred": 82900, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8692501460280374, + "FN": 7150, + "FP": 7176, + "IoU": 0.7687377919834697, + "TN": 37687653, + "TP": 47621, + "n_pred": 54797, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8585145643120746, + "FN": 7849, + "FP": 54834, + "IoU": 0.7521029506562946, + "TN": 75653829, + "TP": 190176, + "n_pred": 245010, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9028044461274586, + "FN": 12787, + "FP": 9030, + "IoU": 0.8228291145922154, + "TN": 75783547, + "TP": 101324, + "n_pred": 110354, + "n_ref": 114111 + }, + "11": { + "Dice": 0.685333015608245, + "FN": 1466, + "FP": 1175, + "IoU": 0.5212978067790466, + "TN": 75901171, + "TP": 2876, + "n_pred": 4051, + "n_ref": 4342 + }, + "12": { + "Dice": 0.7457381960946379, + "FN": 975, + "FP": 1486, + "IoU": 0.5945634266886326, + "TN": 75900618, + "TP": 3609, + "n_pred": 5095, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7856241469005125, + "FN": 10996, + "FP": 5652, + "IoU": 0.6469365681929039, + "TN": 75859535, + "TP": 30505, + "n_pred": 36157, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8955641595094436, + "FN": 9762, + "FP": 16807, + "IoU": 0.8108792984404251, + "TN": 75766201, + "TP": 113918, + "n_pred": 130725, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7921475239665384, + "FN": 57539, + "FP": 10541, + "IoU": 0.6558313533188413, + "TN": 75708878, + "TP": 129730, + "n_pred": 140271, + "n_ref": 187269 + }, + "2": { + "Dice": 0.5900103321868851, + "FN": 109341, + "FP": 6527, + "IoU": 0.41845011041959446, + "TN": 75707448, + "TP": 83372, + "n_pred": 89899, + "n_ref": 192713 + }, + "3": { + "Dice": 0.8009236400502966, + "FN": 7917, + "FP": 113041, + "IoU": 0.6679504882273655, + "TN": 75542411, + "TP": 243319, + "n_pred": 356360, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9102984664609021, + "FN": 2011, + "FP": 3540, + "IoU": 0.8353649494320372, + "TN": 75872971, + "TP": 28166, + "n_pred": 31706, + "n_ref": 30177 + }, + "5": { + "Dice": 0.9010403578428909, + "FN": 665, + "FP": 1304, + "IoU": 0.8199030458245679, + "TN": 75895755, + "TP": 8964, + "n_pred": 10268, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9497520247756236, + "FN": 58887, + "FP": 115499, + "IoU": 0.9043121692976531, + "TN": 74084241, + "TP": 1648061, + "n_pred": 1763560, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8708495828602458, + "FN": 53224, + "FP": 12181, + "IoU": 0.7712432016508403, + "TN": 75620773, + "TP": 220510, + "n_pred": 232691, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9562694006033314, + "FN": 4256, + "FP": 3746, + "IoU": 0.9162032819159519, + "TN": 75811195, + "TP": 87491, + "n_pred": 91237, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8528271900964702, + "FN": 16571, + "FP": 4543, + "IoU": 0.7434164955218802, + "TN": 75824399, + "TP": 61175, + "n_pred": 65718, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.951905000626645, + "FN": 3905, + "FP": 5305, + "IoU": 0.9082239693880602, + "TN": 61287397, + "TP": 91143, + "n_pred": 96448, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8523914821433981, + "FN": 7703, + "FP": 16662, + "IoU": 0.7427545795280579, + "TN": 61293035, + "TP": 70350, + "n_pred": 87012, + "n_ref": 78053 + }, + "11": { + "Dice": 0.7932443475892127, + "FN": 430, + "FP": 1088, + "IoU": 0.6573363431151241, + "TN": 61383320, + "TP": 2912, + "n_pred": 4000, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8244771494965143, + "FN": 708, + "FP": 425, + "IoU": 0.7013705851344227, + "TN": 61383956, + "TP": 2661, + "n_pred": 3086, + "n_ref": 3369 + }, + "13": { + "Dice": 0.5910428580607852, + "FN": 16459, + "FP": 15364, + "IoU": 0.4194895930243164, + "TN": 61332931, + "TP": 22996, + "n_pred": 38360, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8695951963685465, + "FN": 5924, + "FP": 12232, + "IoU": 0.769277690235348, + "TN": 61309058, + "TP": 60536, + "n_pred": 72768, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8814254760038726, + "FN": 4493, + "FP": 5795, + "IoU": 0.7879899435354243, + "TN": 61339224, + "TP": 38238, + "n_pred": 44033, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9162128712871287, + "FN": 7313, + "FP": 15705, + "IoU": 0.8453808381865936, + "TN": 61238881, + "TP": 125851, + "n_pred": 141556, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9629765773183749, + "FN": 2634, + "FP": 7438, + "IoU": 0.9285967474372244, + "TN": 61246692, + "TP": 130986, + "n_pred": 138424, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7540298507462686, + "FN": 6346, + "FP": 1894, + "IoU": 0.6051748921897461, + "TN": 61366880, + "TP": 12630, + "n_pred": 14524, + "n_ref": 18976 + }, + "5": { + "Dice": 0.5710056390977444, + "FN": 15544, + "FP": 2714, + "IoU": 0.3995856489854977, + "TN": 61357341, + "TP": 12151, + "n_pred": 14865, + "n_ref": 27695 + }, + "6": { + "Dice": 0.966721150572081, + "FN": 27977, + "FP": 38580, + "IoU": 0.935585927368311, + "TN": 60354482, + "TP": 966711, + "n_pred": 1005291, + "n_ref": 994688 + }, + "7": { + "Dice": 0.7718186180560145, + "FN": 45832, + "FP": 33579, + "IoU": 0.6284239684812413, + "TN": 61174036, + "TP": 134303, + "n_pred": 167882, + "n_ref": 180135 + }, + "8": { + "Dice": 0.894851674796814, + "FN": 26273, + "FP": 25438, + "IoU": 0.8097118317871875, + "TN": 61115999, + "TP": 220040, + "n_pred": 245478, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9132378964994513, + "FN": 7726, + "FP": 5953, + "IoU": 0.8403291700712034, + "TN": 61302080, + "TP": 71991, + "n_pred": 77944, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9616679479362723, + "FN": 4129, + "FP": 10331, + "IoU": 0.9261661007429345, + "TN": 39552955, + "TP": 181385, + "n_pred": 191716, + "n_ref": 185514 + }, + "10": { + "Dice": 0.6749753815854259, + "FN": 18931, + "FP": 12755, + "IoU": 0.5094059175995169, + "TN": 39684213, + "TP": 32901, + "n_pred": 45656, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7935413642960812, + "FN": 844, + "FP": 294, + "IoU": 0.6577443609022556, + "TN": 39745475, + "TP": 2187, + "n_pred": 2481, + "n_ref": 3031 + }, + "12": { + "Dice": 0.817751672377223, + "FN": 954, + "FP": 163, + "IoU": 0.6916919679823351, + "TN": 39745177, + "TP": 2506, + "n_pred": 2669, + "n_ref": 3460 + }, + "13": { + "Dice": 0.7179820147388242, + "FN": 10637, + "FP": 15424, + "IoU": 0.5600405165864776, + "TN": 39689565, + "TP": 33174, + "n_pred": 48598, + "n_ref": 43811 + }, + "14": { + "Dice": 0.3819397289620413, + "FN": 13365, + "FP": 51260, + "IoU": 0.23604789994443984, + "TN": 39664207, + "TP": 19968, + "n_pred": 71228, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7806223773318376, + "FN": 4744, + "FP": 21657, + "IoU": 0.6401809930083273, + "TN": 39675427, + "TP": 46972, + "n_pred": 68629, + "n_ref": 51716 + }, + "2": { + "Dice": 0.8452025973632827, + "FN": 6167, + "FP": 34741, + "IoU": 0.7319055233701208, + "TN": 39596212, + "TP": 111680, + "n_pred": 146421, + "n_ref": 117847 + }, + "3": { + "Dice": 0.8243742865418363, + "FN": 37505, + "FP": 3727, + "IoU": 0.7012217214243271, + "TN": 39610798, + "TP": 96770, + "n_pred": 100497, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8230721455332278, + "FN": 3232, + "FP": 5599, + "IoU": 0.6993395070134822, + "TN": 39719428, + "TP": 20541, + "n_pred": 26140, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8260988260988261, + "FN": 472, + "FP": 2076, + "IoU": 0.7037209302325581, + "TN": 39740200, + "TP": 6052, + "n_pred": 8128, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9500713431274185, + "FN": 21752, + "FP": 73496, + "IoU": 0.9048913341954037, + "TN": 38747335, + "TP": 906217, + "n_pred": 979713, + "n_ref": 927969 + }, + "7": { + "Dice": 0.5172760865739926, + "FN": 474858, + "FP": 5223, + "IoU": 0.3488687825764984, + "TN": 39011497, + "TP": 257222, + "n_pred": 262445, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9553795864837207, + "FN": 1455, + "FP": 3036, + "IoU": 0.9145710481263077, + "TN": 39696230, + "TP": 48079, + "n_pred": 51115, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9049001118025048, + "FN": 1565, + "FP": 6856, + "IoU": 0.8263174177580696, + "TN": 39700315, + "TP": 40064, + "n_pred": 46920, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7200740070785788, + "FN": 9777, + "FP": 58004, + "IoU": 0.562590345895715, + "TN": 101241648, + "TP": 87179, + "n_pred": 145183, + "n_ref": 96956 + }, + "10": { + "Dice": 0.7402205568574017, + "FN": 32955, + "FP": 1744, + "IoU": 0.5875794853509241, + "TN": 101312473, + "TP": 49436, + "n_pred": 51180, + "n_ref": 82391 + }, + "11": { + "Dice": 0.6424185167690127, + "FN": 2809, + "FP": 219, + "IoU": 0.4732080723729993, + "TN": 101390860, + "TP": 2720, + "n_pred": 2939, + "n_ref": 5529 + }, + "12": { + "Dice": 0.6175206611570248, + "FN": 2423, + "FP": 1048, + "IoU": 0.446676231468197, + "TN": 101390335, + "TP": 2802, + "n_pred": 3850, + "n_ref": 5225 + }, + "13": { + "Dice": 0.8756458259250738, + "FN": 8083, + "FP": 3807, + "IoU": 0.7787989284119661, + "TN": 101342856, + "TP": 41862, + "n_pred": 45669, + "n_ref": 49945 + }, + "14": { + "Dice": 0.947727386017435, + "FN": 13955, + "FP": 3872, + "IoU": 0.9006481527924072, + "TN": 101217175, + "TP": 161606, + "n_pred": 165478, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8111668258516396, + "FN": 6491, + "FP": 2999, + "IoU": 0.6823218290764236, + "TN": 101366735, + "TP": 20383, + "n_pred": 23382, + "n_ref": 26874 + }, + "2": { + "Dice": 0.7196551184512058, + "FN": 13887, + "FP": 116888, + "IoU": 0.5620791154182307, + "TN": 101097981, + "TP": 167852, + "n_pred": 284740, + "n_ref": 181739 + }, + "3": { + "Dice": 0.46402284464646376, + "FN": 115827, + "FP": 2796, + "IoU": 0.3021026992681147, + "TN": 101226636, + "TP": 51349, + "n_pred": 54145, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8766439473936835, + "FN": 1014, + "FP": 1556, + "IoU": 0.7803794223209708, + "TN": 101384906, + "TP": 9132, + "n_pred": 10688, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7839431958019208, + "FN": 10804, + "FP": 4471, + "IoU": 0.6446600134924512, + "TN": 101353621, + "TP": 27712, + "n_pred": 32183, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9035734171742498, + "FN": 44668, + "FP": 336495, + "IoU": 0.8241075429287091, + "TN": 99229585, + "TP": 1785860, + "n_pred": 2122355, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.7679146350300734, + "FN": 164306, + "FP": 15044, + "IoU": 0.6232641478123694, + "TN": 100920545, + "TP": 296713, + "n_pred": 311757, + "n_ref": 461019 + }, + "8": { + "Dice": 0.893217114323302, + "FN": 38113, + "FP": 13916, + "IoU": 0.8070391455115249, + "TN": 101126973, + "TP": 217606, + "n_pred": 231522, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9181967864645433, + "FN": 5758, + "FP": 8650, + "IoU": 0.8487650757329247, + "TN": 101301339, + "TP": 80861, + "n_pred": 89511, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8007930728565874, + "FN": 30598, + "FP": 62139, + "IoU": 0.6677688851949243, + "TN": 73604370, + "TP": 186397, + "n_pred": 248536, + "n_ref": 216995 + }, + "10": { + "Dice": 0.18542351782239844, + "FN": 56924, + "FP": 109283, + "IoU": 0.10218556210972105, + "TN": 73698380, + "TP": 18917, + "n_pred": 128200, + "n_ref": 75841 + }, + "11": { + "Dice": 0.5984349577748509, + "FN": 2397, + "FP": 2786, + "IoU": 0.4269762299613046, + "TN": 73874459, + "TP": 3862, + "n_pred": 6648, + "n_ref": 6259 + }, + "12": { + "Dice": 0.5878744504651876, + "FN": 2666, + "FP": 1365, + "IoU": 0.41630466261222127, + "TN": 73876598, + "TP": 2875, + "n_pred": 4240, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0072538010737264865, + "FN": 60885, + "FP": 36011, + "IoU": 0.0036401028277634963, + "TN": 73786254, + "TP": 354, + "n_pred": 36365, + "n_ref": 61239 + }, + "14": { + "Dice": 0.5976751264156686, + "FN": 45176, + "FP": 30171, + "IoU": 0.426203041587657, + "TN": 73752191, + "TP": 55966, + "n_pred": 86137, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8357357066847247, + "FN": 40756, + "FP": 30560, + "IoU": 0.717823016202742, + "TN": 73630769, + "TP": 181419, + "n_pred": 211979, + "n_ref": 222175 + }, + "2": { + "Dice": 0.5388482328336667, + "FN": 114141, + "FP": 17498, + "IoU": 0.36878320578475937, + "TN": 73674956, + "TP": 76909, + "n_pred": 94407, + "n_ref": 191050 + }, + "3": { + "Dice": 0.659217285820124, + "FN": 25589, + "FP": 141843, + "IoU": 0.4916660088531578, + "TN": 73554130, + "TP": 161942, + "n_pred": 303785, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 28965, + "IoU": 0.0, + "TN": 73806651, + "TP": 0, + "n_pred": 28965, + "n_ref": 47888 + }, + "5": { + "Dice": 0.6296954419604116, + "FN": 7509, + "FP": 1452, + "IoU": 0.4595295536791315, + "TN": 73866924, + "TP": 7619, + "n_pred": 9071, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6602914182838202, + "FN": 408313, + "FP": 922156, + "IoU": 0.49286197557828615, + "TN": 71260019, + "TP": 1293016, + "n_pred": 2215172, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.37001946922924756, + "FN": 119289, + "FP": 62238, + "IoU": 0.22700852080379155, + "TN": 73648667, + "TP": 53310, + "n_pred": 115548, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8647856978587942, + "FN": 8001, + "FP": 14341, + "IoU": 0.7617818910734849, + "TN": 73789716, + "TP": 71446, + "n_pred": 85787, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7718051251459741, + "FN": 13846, + "FP": 31293, + "IoU": 0.6284060786670399, + "TN": 73762030, + "TP": 76335, + "n_pred": 107628, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9049457135238987, + "FN": 5766, + "FP": 32379, + "IoU": 0.8263934717209552, + "TN": 69276055, + "TP": 181576, + "n_pred": 213955, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7223374259670898, + "FN": 19054, + "FP": 18170, + "IoU": 0.5653585231717712, + "TN": 69410133, + "TP": 48419, + "n_pred": 66589, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7931215542137043, + "FN": 440, + "FP": 1136, + "IoU": 0.6571677180770067, + "TN": 69491179, + "TP": 3021, + "n_pred": 4157, + "n_ref": 3461 + }, + "12": { + "Dice": 0.6574222741205663, + "FN": 900, + "FP": 1447, + "IoU": 0.4896716677538595, + "TN": 69491177, + "TP": 2252, + "n_pred": 3699, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6833422032996275, + "FN": 25174, + "FP": 23616, + "IoU": 0.5189975747776879, + "TN": 69394342, + "TP": 52644, + "n_pred": 76260, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9042013882848245, + "FN": 21099, + "FP": 6434, + "IoU": 0.8251528872349478, + "TN": 69338307, + "TP": 129936, + "n_pred": 136370, + "n_ref": 151035 + }, + "15": { + "Dice": 0.7751837075385922, + "FN": 15985, + "FP": 29264, + "IoU": 0.6328979393152685, + "TN": 69372516, + "TP": 78011, + "n_pred": 107275, + "n_ref": 93996 + }, + "2": { + "Dice": 0.8955019527922721, + "FN": 8221, + "FP": 24903, + "IoU": 0.8107773074440312, + "TN": 69320723, + "TP": 141929, + "n_pred": 166832, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9078326773066803, + "FN": 27151, + "FP": 2376, + "IoU": 0.831221240961445, + "TN": 69320831, + "TP": 145418, + "n_pred": 147794, + "n_ref": 172569 + }, + "4": { + "Dice": 0.5316574217253756, + "FN": 18381, + "FP": 14632, + "IoU": 0.36207995980753993, + "TN": 69444025, + "TP": 18738, + "n_pred": 33370, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8903681565004755, + "FN": 2708, + "FP": 1327, + "IoU": 0.8023996082272282, + "TN": 69475356, + "TP": 16385, + "n_pred": 17712, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9302816896491778, + "FN": 117212, + "FP": 82506, + "IoU": 0.8696510853816132, + "TN": 67963596, + "TP": 1332462, + "n_pred": 1414968, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8363512039745876, + "FN": 23110, + "FP": 90332, + "IoU": 0.7187316369262353, + "TN": 69092453, + "TP": 289881, + "n_pred": 380213, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9312600585858352, + "FN": 8253, + "FP": 3621, + "IoU": 0.8713626416484302, + "TN": 69403470, + "TP": 80432, + "n_pred": 84053, + "n_ref": 88685 + }, + "9": { + "Dice": 0.879964922171067, + "FN": 10128, + "FP": 9035, + "IoU": 0.7856583598049304, + "TN": 69406372, + "TP": 70241, + "n_pred": 79276, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.853093806315342, + "FN": 5717, + "FP": 62026, + "IoU": 0.7438217798568278, + "TN": 50569115, + "TP": 196694, + "n_pred": 258720, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8402387542285219, + "FN": 15731, + "FP": 7127, + "IoU": 0.7244928706594188, + "TN": 50750585, + "TP": 60109, + "n_pred": 67236, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8419006143557042, + "FN": 1316, + "FP": 717, + "IoU": 0.7269674993284985, + "TN": 50826106, + "TP": 5413, + "n_pred": 6130, + "n_ref": 6729 + }, + "12": { + "Dice": 0.6561533087134445, + "FN": 3012, + "FP": 433, + "IoU": 0.4882650029708853, + "TN": 50826820, + "TP": 3287, + "n_pred": 3720, + "n_ref": 6299 + }, + "13": { + "Dice": 0.6116044806189056, + "FN": 10316, + "FP": 37880, + "IoU": 0.44051170727743405, + "TN": 50747409, + "TP": 37947, + "n_pred": 75827, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6149826268241835, + "FN": 17551, + "FP": 24002, + "IoU": 0.4440252077228756, + "TN": 50758813, + "TP": 33186, + "n_pred": 57188, + "n_ref": 50737 + }, + "15": { + "Dice": 0.45768665648201307, + "FN": 11238, + "FP": 44495, + "IoU": 0.2967533532699903, + "TN": 50754301, + "TP": 23518, + "n_pred": 68013, + "n_ref": 34756 + }, + "2": { + "Dice": 0.8981680839515108, + "FN": 13503, + "FP": 31523, + "IoU": 0.81515889208639, + "TN": 50589959, + "TP": 198567, + "n_pred": 230090, + "n_ref": 212070 + }, + "3": { + "Dice": 0.8704344541372903, + "FN": 31464, + "FP": 19643, + "IoU": 0.7705922487857867, + "TN": 50610774, + "TP": 171671, + "n_pred": 191314, + "n_ref": 203135 + }, + "4": { + "Dice": 0.8220449326483747, + "FN": 603, + "FP": 6914, + "IoU": 0.6978576309337192, + "TN": 50808673, + "TP": 17362, + "n_pred": 24276, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8818398096748612, + "FN": 1168, + "FP": 1961, + "IoU": 0.7886524822695036, + "TN": 50818747, + "TP": 11676, + "n_pred": 13637, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9015994488567057, + "FN": 80206, + "FP": 381710, + "IoU": 0.8208293849800569, + "TN": 48255473, + "TP": 2116163, + "n_pred": 2497873, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.6866546148999972, + "FN": 19643, + "FP": 170850, + "IoU": 0.5228286653991728, + "TN": 50434339, + "TP": 208720, + "n_pred": 379570, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9568777452773892, + "FN": 5111, + "FP": 3705, + "IoU": 0.9173208039088804, + "TN": 50726923, + "TP": 97813, + "n_pred": 101518, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9049509842849706, + "FN": 12559, + "FP": 8985, + "IoU": 0.8264022626366808, + "TN": 50709449, + "TP": 102559, + "n_pred": 111544, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8684719056026445, + "FN": 19375, + "FP": 38956, + "IoU": 0.7675212925801784, + "TN": 76633951, + "TP": 192578, + "n_pred": 231534, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7174412710316717, + "FN": 13300, + "FP": 27391, + "IoU": 0.5593827828911748, + "TN": 76792510, + "TP": 51659, + "n_pred": 79050, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7373907195696032, + "FN": 681, + "FP": 881, + "IoU": 0.5840213049267643, + "TN": 76881105, + "TP": 2193, + "n_pred": 3074, + "n_ref": 2874 + }, + "12": { + "Dice": 0.7253006366423014, + "FN": 1071, + "FP": 94, + "IoU": 0.5689974102848686, + "TN": 76882157, + "TP": 1538, + "n_pred": 1632, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5487374836743578, + "FN": 17574, + "FP": 23888, + "IoU": 0.37811042282251656, + "TN": 76818189, + "TP": 25209, + "n_pred": 49097, + "n_ref": 42783 + }, + "14": { + "Dice": 0.7760547995549067, + "FN": 5489, + "FP": 38385, + "IoU": 0.6340600864096618, + "TN": 76764966, + "TP": 76020, + "n_pred": 114405, + "n_ref": 81509 + }, + "15": { + "Dice": 0.4944980248056823, + "FN": 14917, + "FP": 36396, + "IoU": 0.32846056196097423, + "TN": 76808449, + "TP": 25098, + "n_pred": 61494, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9055626245627477, + "FN": 4617, + "FP": 16090, + "IoU": 0.827422970821839, + "TN": 76764873, + "TP": 99280, + "n_pred": 115370, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9386598045984226, + "FN": 7676, + "FP": 4052, + "IoU": 0.8844099268691727, + "TN": 76783398, + "TP": 89734, + "n_pred": 93786, + "n_ref": 97410 + }, + "4": { + "Dice": 0.7978719605812833, + "FN": 2536, + "FP": 8786, + "IoU": 0.6637162884638232, + "TN": 76851192, + "TP": 22346, + "n_pred": 31132, + "n_ref": 24882 + }, + "5": { + "Dice": 0.899218349564326, + "FN": 1720, + "FP": 1426, + "IoU": 0.8168907514114429, + "TN": 76867679, + "TP": 14035, + "n_pred": 15461, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9455020002264004, + "FN": 24341, + "FP": 103238, + "IoU": 0.8966370732134148, + "TN": 75650578, + "TP": 1106703, + "n_pred": 1209941, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7231029415841859, + "FN": 30748, + "FP": 69126, + "IoU": 0.5662969750132446, + "TN": 76654578, + "TP": 130408, + "n_pred": 199534, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9565342714331571, + "FN": 4299, + "FP": 2336, + "IoU": 0.9166896863464001, + "TN": 76805218, + "TP": 73007, + "n_pred": 75343, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9277009923612822, + "FN": 8940, + "FP": 3970, + "IoU": 0.8651514043682171, + "TN": 76789123, + "TP": 82827, + "n_pred": 86797, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8267277730844117, + "FN": 10566, + "FP": 37223, + "IoU": 0.7046342307597221, + "TN": 130838136, + "TP": 114007, + "n_pred": 151230, + "n_ref": 124573 + }, + "10": { + "Dice": 0.5754575171196106, + "FN": 9327, + "FP": 61845, + "IoU": 0.4039595336995846, + "TN": 130880524, + "TP": 48236, + "n_pred": 110081, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7402416853812427, + "FN": 2107, + "FP": 322, + "IoU": 0.5876061120543293, + "TN": 130994042, + "TP": 3461, + "n_pred": 3783, + "n_ref": 5568 + }, + "12": { + "Dice": 0.7754039359828471, + "FN": 2239, + "FP": 694, + "IoU": 0.633191595797899, + "TN": 130991936, + "TP": 5063, + "n_pred": 5757, + "n_ref": 7302 + }, + "13": { + "Dice": 0.48819829568510753, + "FN": 49543, + "FP": 10997, + "IoU": 0.3229248216163017, + "TN": 130910518, + "TP": 28874, + "n_pred": 39871, + "n_ref": 78417 + }, + "14": { + "Dice": 0.03692305794071952, + "FN": 928170, + "FP": 8483, + "IoU": 0.01880876757789585, + "TN": 130045324, + "TP": 17955, + "n_pred": 26438, + "n_ref": 946125 + }, + "15": { + "Dice": 0.028492706346354094, + "FN": 23764, + "FP": 81663, + "IoU": 0.014452244959008348, + "TN": 130892959, + "TP": 1546, + "n_pred": 83209, + "n_ref": 25310 + }, + "2": { + "Dice": 0.5083214891568475, + "FN": 141246, + "FP": 8890, + "IoU": 0.3407714768710619, + "TN": 130772187, + "TP": 77609, + "n_pred": 86499, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7667700972891336, + "FN": 12947, + "FP": 151363, + "IoU": 0.621757626541192, + "TN": 130565528, + "TP": 270094, + "n_pred": 421457, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 4812, + "IoU": 0.0, + "TN": 130992840, + "TP": 0, + "n_pred": 4812, + "n_ref": 2280 + }, + "5": { + "Dice": 0.7327881961462068, + "FN": 9515, + "FP": 844, + "IoU": 0.5782681268574685, + "TN": 130975369, + "TP": 14204, + "n_pred": 15048, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8557548559568557, + "FN": 62282, + "FP": 413299, + "IoU": 0.7478772013251289, + "TN": 129113625, + "TP": 1410726, + "n_pred": 1824025, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.5556912374185908, + "FN": 98948, + "FP": 69150, + "IoU": 0.38474545873792626, + "TN": 130726715, + "TP": 105119, + "n_pred": 174269, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9454045033573502, + "FN": 6487, + "FP": 7319, + "IoU": 0.8964617299875508, + "TN": 130866590, + "TP": 119536, + "n_pred": 126855, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7669208922360149, + "FN": 9153, + "FP": 20063, + "IoU": 0.6219559535208716, + "TN": 130922650, + "TP": 48066, + "n_pred": 68129, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9489801324503311, + "FN": 3681, + "FP": 2097, + "IoU": 0.9029136001613066, + "TN": 74367184, + "TP": 53736, + "n_pred": 55833, + "n_ref": 57417 + }, + "10": { + "Dice": 0.6683674178704, + "FN": 30700, + "FP": 17008, + "IoU": 0.501915788814299, + "TN": 74330915, + "TP": 48075, + "n_pred": 65083, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7341591233920914, + "FN": 847, + "FP": 269, + "IoU": 0.5799774181407602, + "TN": 74424041, + "TP": 1541, + "n_pred": 1810, + "n_ref": 2388 + }, + "12": { + "Dice": 0.6788533444121313, + "FN": 823, + "FP": 723, + "IoU": 0.5138364779874214, + "TN": 74423518, + "TP": 1634, + "n_pred": 2357, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5125746821222489, + "FN": 63176, + "FP": 13186, + "IoU": 0.34460532301116614, + "TN": 74310185, + "TP": 40151, + "n_pred": 53337, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8769398583577609, + "FN": 34626, + "FP": 3619, + "IoU": 0.7808485279118008, + "TN": 74252184, + "TP": 136269, + "n_pred": 139888, + "n_ref": 170895 + }, + "15": { + "Dice": 0.26132987963448356, + "FN": 9506, + "FP": 62357, + "IoU": 0.15030446349394028, + "TN": 74342123, + "TP": 12712, + "n_pred": 75069, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9168063089342089, + "FN": 7962, + "FP": 12145, + "IoU": 0.8463918470870448, + "TN": 74295800, + "TP": 110791, + "n_pred": 122936, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9336108065924673, + "FN": 5578, + "FP": 12287, + "IoU": 0.8754878728742682, + "TN": 74283218, + "TP": 125615, + "n_pred": 137902, + "n_ref": 131193 + }, + "4": { + "Dice": 0.6440039027851694, + "FN": 15939, + "FP": 115, + "IoU": 0.4749304987735078, + "TN": 74396123, + "TP": 14521, + "n_pred": 14636, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.964463573001279, + "FN": 11722, + "FP": 52821, + "IoU": 0.931366147878128, + "TN": 73486302, + "TP": 875853, + "n_pred": 928674, + "n_ref": 887575 + }, + "7": { + "Dice": 0.7281180471734772, + "FN": 44645, + "FP": 34418, + "IoU": 0.5724729764074168, + "TN": 74241767, + "TP": 105868, + "n_pred": 140286, + "n_ref": 150513 + }, + "8": { + "Dice": 0.8455344378101085, + "FN": 3015, + "FP": 11679, + "IoU": 0.7324033435923586, + "TN": 74371787, + "TP": 40217, + "n_pred": 51896, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8232616085023917, + "FN": 7009, + "FP": 4482, + "IoU": 0.6996131123542636, + "TN": 74388444, + "TP": 26763, + "n_pred": 31245, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9592270396107192, + "FN": 3397, + "FP": 8250, + "IoU": 0.9216486939206598, + "TN": 106498037, + "TP": 137004, + "n_pred": 145254, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8315403500268684, + "FN": 20424, + "FP": 11552, + "IoU": 0.7116551693042968, + "TN": 106535793, + "TP": 78919, + "n_pred": 90471, + "n_ref": 99343 + }, + "11": { + "Dice": 0.5892218861699202, + "FN": 2508, + "FP": 480, + "IoU": 0.41765737672968234, + "TN": 106641557, + "TP": 2143, + "n_pred": 2623, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7141219017376731, + "FN": 1422, + "FP": 1819, + "IoU": 0.5553573878446975, + "TN": 106639399, + "TP": 4048, + "n_pred": 5867, + "n_ref": 5470 + }, + "13": { + "Dice": 0.7486161371990903, + "FN": 14774, + "FP": 2801, + "IoU": 0.5982306144842722, + "TN": 106602944, + "TP": 26169, + "n_pred": 28970, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8672891689722307, + "FN": 2544, + "FP": 18178, + "IoU": 0.7656757092940418, + "TN": 106558255, + "TP": 67711, + "n_pred": 85889, + "n_ref": 70255 + }, + "15": { + "Dice": 0.2608651708105923, + "FN": 5913, + "FP": 111095, + "IoU": 0.14999709420584645, + "TN": 106509032, + "TP": 20648, + "n_pred": 131743, + "n_ref": 26561 + }, + "2": { + "Dice": 0.30273482400399054, + "FN": 151776, + "FP": 8975, + "IoU": 0.1783662495911024, + "TN": 106451040, + "TP": 34897, + "n_pred": 43872, + "n_ref": 186673 + }, + "3": { + "Dice": 0.6179247445842695, + "FN": 2250, + "FP": 181072, + "IoU": 0.44709920256722685, + "TN": 106315124, + "TP": 148242, + "n_pred": 329314, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8681898066783831, + "FN": 697, + "FP": 2153, + "IoU": 0.7670807453416149, + "TN": 106634452, + "TP": 9386, + "n_pred": 11539, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7804444444444445, + "FN": 1369, + "FP": 360, + "IoU": 0.6399416909620991, + "TN": 106641886, + "TP": 3073, + "n_pred": 3433, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9747370502035734, + "FN": 25170, + "FP": 39491, + "IoU": 0.9507190817703054, + "TN": 105334598, + "TP": 1247429, + "n_pred": 1286920, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.907715676053593, + "FN": 43421, + "FP": 16241, + "IoU": 0.8310250876566917, + "TN": 106293606, + "TP": 293420, + "n_pred": 309661, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9490434623065578, + "FN": 3787, + "FP": 3434, + "IoU": 0.903028268313973, + "TN": 106572223, + "TP": 67244, + "n_pred": 70678, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8748350226163171, + "FN": 16811, + "FP": 2725, + "IoU": 0.777517111002289, + "TN": 106558879, + "TP": 68273, + "n_pred": 70998, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9570665684859424, + "FN": 7874, + "FP": 5303, + "IoU": 0.9176679350440808, + "TN": 107966881, + "TP": 146870, + "n_pred": 152173, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8435845605929349, + "FN": 6647, + "FP": 20978, + "IoU": 0.7294822706842018, + "TN": 108024809, + "TP": 74494, + "n_pred": 95472, + "n_ref": 81141 + }, + "11": { + "Dice": 0.7225852021896522, + "FN": 991, + "FP": 580, + "IoU": 0.5656621509538291, + "TN": 108123311, + "TP": 2046, + "n_pred": 2626, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7635313324124073, + "FN": 934, + "FP": 949, + "IoU": 0.6175096485882592, + "TN": 108122005, + "TP": 3040, + "n_pred": 3989, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7640905336196927, + "FN": 19609, + "FP": 16090, + "IoU": 0.6182415091111301, + "TN": 108033416, + "TP": 57813, + "n_pred": 73903, + "n_ref": 77422 + }, + "14": { + "Dice": 0.6726451683388263, + "FN": 2952, + "FP": 33004, + "IoU": 0.5067561079331111, + "TN": 108054031, + "TP": 36941, + "n_pred": 69945, + "n_ref": 39893 + }, + "15": { + "Dice": 0.2878222411113915, + "FN": 5560, + "FP": 101684, + "IoU": 0.16810301361362137, + "TN": 107998013, + "TP": 21671, + "n_pred": 123355, + "n_ref": 27231 + }, + "2": { + "Dice": 0.7882282335902548, + "FN": 31477, + "FP": 53917, + "IoU": 0.6504758201502159, + "TN": 107882613, + "TP": 158921, + "n_pred": 212838, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9223864986926551, + "FN": 6212, + "FP": 26440, + "IoU": 0.8559529901709929, + "TN": 107900252, + "TP": 194024, + "n_pred": 220464, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9229032055705414, + "FN": 3885, + "FP": 1031, + "IoU": 0.8568433313919627, + "TN": 108092588, + "TP": 29424, + "n_pred": 30455, + "n_ref": 33309 + }, + "5": { + "Dice": 0.6073994252873564, + "FN": 2186, + "FP": 0, + "IoU": 0.4361619809130771, + "TN": 108123051, + "TP": 1691, + "n_pred": 1691, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9744089845514576, + "FN": 39554, + "FP": 36075, + "IoU": 0.9500950865148714, + "TN": 106611466, + "TP": 1439833, + "n_pred": 1475908, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.791748408087621, + "FN": 26543, + "FP": 94366, + "IoU": 0.6552843905915895, + "TN": 107776178, + "TP": 229841, + "n_pred": 324207, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9413519921355462, + "FN": 2474, + "FP": 2597, + "IoU": 0.8892020625764726, + "TN": 108081160, + "TP": 40697, + "n_pred": 43294, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9029444015757625, + "FN": 6155, + "FP": 5794, + "IoU": 0.8230616596576438, + "TN": 108059396, + "TP": 55583, + "n_pred": 61377, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7172964697290961, + "FN": 12518, + "FP": 75746, + "IoU": 0.5592067479362163, + "TN": 62369921, + "TP": 111975, + "n_pred": 187721, + "n_ref": 124493 + }, + "10": { + "Dice": 0.7989264416516514, + "FN": 6160, + "FP": 20511, + "IoU": 0.6651769461566466, + "TN": 62490503, + "TP": 52986, + "n_pred": 73497, + "n_ref": 59146 + }, + "11": { + "Dice": 0.692775866631384, + "FN": 743, + "FP": 418, + "IoU": 0.5299595141700405, + "TN": 62567690, + "TP": 1309, + "n_pred": 1727, + "n_ref": 2052 + }, + "12": { + "Dice": 0.6450304259634888, + "FN": 1246, + "FP": 2079, + "IoU": 0.47604790419161674, + "TN": 62563814, + "TP": 3021, + "n_pred": 5100, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7673718716086951, + "FN": 7414, + "FP": 13379, + "IoU": 0.6225493755445832, + "TN": 62515072, + "TP": 34295, + "n_pred": 47674, + "n_ref": 41709 + }, + "14": { + "Dice": 0.7820639166549346, + "FN": 126681, + "FP": 255, + "IoU": 0.6421222980002312, + "TN": 62215469, + "TP": 227755, + "n_pred": 228010, + "n_ref": 354436 + }, + "15": { + "Dice": 0.501574266904863, + "FN": 40521, + "FP": 60477, + "IoU": 0.3347341518680508, + "TN": 62418344, + "TP": 50818, + "n_pred": 111295, + "n_ref": 91339 + }, + "2": { + "Dice": 0.8014096271598291, + "FN": 50919, + "FP": 6617, + "IoU": 0.6686267846961049, + "TN": 62396531, + "TP": 116093, + "n_pred": 122710, + "n_ref": 167012 + }, + "3": { + "Dice": 0.8687222182391741, + "FN": 6297, + "FP": 52297, + "IoU": 0.7679123838947973, + "TN": 62317695, + "TP": 193871, + "n_pred": 246168, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8556395524644693, + "FN": 2258, + "FP": 4903, + "IoU": 0.7477010886798435, + "TN": 62541777, + "TP": 21222, + "n_pred": 26125, + "n_ref": 23480 + }, + "5": { + "Dice": 0.6780664742023836, + "FN": 3595, + "FP": 754, + "IoU": 0.5129353791018031, + "TN": 62561231, + "TP": 4580, + "n_pred": 5334, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9509613130914034, + "FN": 37505, + "FP": 108951, + "IoU": 0.9065073814329798, + "TN": 61003662, + "TP": 1420042, + "n_pred": 1528993, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.863797316575087, + "FN": 26028, + "FP": 24861, + "IoU": 0.7602493192247171, + "TN": 62357902, + "TP": 161369, + "n_pred": 186230, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8983161288110018, + "FN": 4639, + "FP": 10186, + "IoU": 0.8154028140953804, + "TN": 62489850, + "TP": 65485, + "n_pred": 75671, + "n_ref": 70124 + }, + "9": { + "Dice": 0.7934209931769916, + "FN": 5698, + "FP": 17161, + "IoU": 0.6575789804814476, + "TN": 62503403, + "TP": 43898, + "n_pred": 61059, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8828375350435648, + "FN": 29727, + "FP": 36889, + "IoU": 0.7902499079021528, + "TN": 55063651, + "TP": 250981, + "n_pred": 287870, + "n_ref": 280708 + }, + "10": { + "Dice": 0.848576140605743, + "FN": 5306, + "FP": 20127, + "IoU": 0.7369798130222553, + "TN": 55284552, + "TP": 71263, + "n_pred": 91390, + "n_ref": 76569 + }, + "11": { + "Dice": 0.668127587046506, + "FN": 1583, + "FP": 1143, + "IoU": 0.5016453382084095, + "TN": 55375778, + "TP": 2744, + "n_pred": 3887, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7598864327722572, + "FN": 981, + "FP": 1387, + "IoU": 0.612755519215045, + "TN": 55375133, + "TP": 3747, + "n_pred": 5134, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7496643074337495, + "FN": 11603, + "FP": 17294, + "IoU": 0.5995704288782651, + "TN": 55309083, + "TP": 43268, + "n_pred": 60562, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8946972077180488, + "FN": 5485, + "FP": 15630, + "IoU": 0.8094589228992203, + "TN": 55270432, + "TP": 89701, + "n_pred": 105331, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8166153277176795, + "FN": 3953, + "FP": 33732, + "IoU": 0.6900675214448437, + "TN": 55259657, + "TP": 83906, + "n_pred": 117638, + "n_ref": 87859 + }, + "2": { + "Dice": 0.7439941488663429, + "FN": 76352, + "FP": 5554, + "IoU": 0.5923492698659181, + "TN": 55180326, + "TP": 119016, + "n_pred": 124570, + "n_ref": 195368 + }, + "3": { + "Dice": 0.8084068201938444, + "FN": 8107, + "FP": 75214, + "IoU": 0.6784251822634242, + "TN": 55122145, + "TP": 175782, + "n_pred": 250996, + "n_ref": 183889 + }, + "4": { + "Dice": 0.7884753901560624, + "FN": 2483, + "FP": 160, + "IoU": 0.6508125247720967, + "TN": 55373679, + "TP": 4926, + "n_pred": 5086, + "n_ref": 7409 + }, + "5": { + "Dice": 0.722821853788806, + "FN": 2392, + "FP": 99, + "IoU": 0.5659522564906778, + "TN": 55375509, + "TP": 3248, + "n_pred": 3347, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9522776449512891, + "FN": 73103, + "FP": 69792, + "IoU": 0.9089026690730634, + "TN": 53812651, + "TP": 1425702, + "n_pred": 1495494, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.915700162533737, + "FN": 21729, + "FP": 6538, + "IoU": 0.8445082539839706, + "TN": 55199457, + "TP": 153524, + "n_pred": 160062, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9390816337057555, + "FN": 1538, + "FP": 4367, + "IoU": 0.8851591824033918, + "TN": 55329829, + "TP": 45514, + "n_pred": 49881, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8914034322856803, + "FN": 5934, + "FP": 5026, + "IoU": 0.8040828000429016, + "TN": 55325306, + "TP": 44982, + "n_pred": 50008, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9604814843318198, + "FN": 14170, + "FP": 8424, + "IoU": 0.9239676541157547, + "TN": 110849452, + "TP": 274569, + "n_pred": 282993, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8365789953228452, + "FN": 13411, + "FP": 13493, + "IoU": 0.7190681550012008, + "TN": 111050848, + "TP": 68863, + "n_pred": 82356, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7445587180100455, + "FN": 521, + "FP": 1615, + "IoU": 0.5930653457801486, + "TN": 111141366, + "TP": 3113, + "n_pred": 4728, + "n_ref": 3634 + }, + "12": { + "Dice": 0.8132252424097918, + "FN": 546, + "FP": 629, + "IoU": 0.685239753549424, + "TN": 111142882, + "TP": 2558, + "n_pred": 3187, + "n_ref": 3104 + }, + "13": { + "Dice": 0.7577331332448125, + "FN": 14373, + "FP": 16462, + "IoU": 0.6099600283343453, + "TN": 111067559, + "TP": 48221, + "n_pred": 64683, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8811911901561369, + "FN": 2767, + "FP": 7574, + "IoU": 0.7876155268022181, + "TN": 111097925, + "TP": 38349, + "n_pred": 45923, + "n_ref": 41116 + }, + "15": { + "Dice": 0.23284500953447973, + "FN": 4789, + "FP": 130788, + "IoU": 0.13176264152876685, + "TN": 110990463, + "TP": 20575, + "n_pred": 151363, + "n_ref": 25364 + }, + "2": { + "Dice": 0.8747126514725129, + "FN": 26894, + "FP": 10058, + "IoU": 0.7773238121064208, + "TN": 110980670, + "TP": 128993, + "n_pred": 139051, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9183285792193522, + "FN": 18075, + "FP": 22210, + "IoU": 0.8489903325323968, + "TN": 110879844, + "TP": 226486, + "n_pred": 248696, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9008480950281401, + "FN": 1471, + "FP": 2352, + "IoU": 0.8195847097687589, + "TN": 111125425, + "TP": 17367, + "n_pred": 19719, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8413298825403146, + "FN": 541, + "FP": 1053, + "IoU": 0.7261168384879725, + "TN": 111140795, + "TP": 4226, + "n_pred": 5279, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9757791624081075, + "FN": 19364, + "FP": 59314, + "IoU": 0.9527038765412358, + "TN": 109483096, + "TP": 1584841, + "n_pred": 1644155, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.3917744312316288, + "FN": 279270, + "FP": 29458, + "IoU": 0.2436066425256886, + "TN": 110738457, + "TP": 99430, + "n_pred": 128888, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9039292179201491, + "FN": 4896, + "FP": 11185, + "IoU": 0.8246996751477097, + "TN": 111054881, + "TP": 75653, + "n_pred": 86838, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8951217013031774, + "FN": 7807, + "FP": 3452, + "IoU": 0.8101541159410515, + "TN": 111087309, + "TP": 48047, + "n_pred": 51499, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9662089421616232, + "FN": 7883, + "FP": 5708, + "IoU": 0.9346269101823481, + "TN": 96913126, + "TP": 194308, + "n_pred": 200016, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8814190298916019, + "FN": 10001, + "FP": 7327, + "IoU": 0.7879796397807362, + "TN": 97039297, + "TP": 64400, + "n_pred": 71727, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7548089948523435, + "FN": 1126, + "FP": 684, + "IoU": 0.6061792863359443, + "TN": 97116429, + "TP": 2786, + "n_pred": 3470, + "n_ref": 3912 + }, + "12": { + "Dice": 0.6721740882530728, + "FN": 1947, + "FP": 1307, + "IoU": 0.5062215477996965, + "TN": 97114435, + "TP": 3336, + "n_pred": 4643, + "n_ref": 5283 + }, + "13": { + "Dice": 0.7869922657313254, + "FN": 15808, + "FP": 3443, + "IoU": 0.648794103696136, + "TN": 97066211, + "TP": 35563, + "n_pred": 39006, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8878498948528961, + "FN": 24592, + "FP": 2873, + "IoU": 0.798318402114848, + "TN": 96984845, + "TP": 108715, + "n_pred": 111588, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8503353544377804, + "FN": 3777, + "FP": 19006, + "IoU": 0.7396377349865721, + "TN": 97033520, + "TP": 64722, + "n_pred": 83728, + "n_ref": 68499 + }, + "2": { + "Dice": 0.6709254672539329, + "FN": 77597, + "FP": 10490, + "IoU": 0.5048065031143891, + "TN": 96943141, + "TP": 89797, + "n_pred": 100287, + "n_ref": 167394 + }, + "3": { + "Dice": 0.8131384028942833, + "FN": 6100, + "FP": 92138, + "IoU": 0.6851164490259053, + "TN": 96809043, + "TP": 213744, + "n_pred": 305882, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8786830820307097, + "FN": 1353, + "FP": 3032, + "IoU": 0.7836170737725142, + "TN": 97100760, + "TP": 15880, + "n_pred": 18912, + "n_ref": 17233 + }, + "5": { + "Dice": 0.7172003532090905, + "FN": 4742, + "FP": 1343, + "IoU": 0.5590899210202159, + "TN": 97107224, + "TP": 7716, + "n_pred": 9059, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9466055660355303, + "FN": 28810, + "FP": 147049, + "IoU": 0.89862404386642, + "TN": 95386304, + "TP": 1558862, + "n_pred": 1705911, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.8806417955737005, + "FN": 55408, + "FP": 18149, + "IoU": 0.7867381434212586, + "TN": 96776111, + "TP": 271357, + "n_pred": 289506, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9540868039272045, + "FN": 5506, + "FP": 3599, + "IoU": 0.9122045763545373, + "TN": 97017318, + "TP": 94602, + "n_pred": 98201, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9253220816958948, + "FN": 9149, + "FP": 4780, + "IoU": 0.8610226989274133, + "TN": 97020800, + "TP": 86296, + "n_pred": 91076, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9604916775490745, + "FN": 11788, + "FP": 3460, + "IoU": 0.9239865201698937, + "TN": 78855809, + "TP": 185348, + "n_pred": 188808, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8408053027101137, + "FN": 11448, + "FP": 19438, + "IoU": 0.7253357047576701, + "TN": 78943955, + "TP": 81564, + "n_pred": 101002, + "n_ref": 93012 + }, + "11": { + "Dice": 0.6678370786516854, + "FN": 1107, + "FP": 785, + "IoU": 0.5013178703215604, + "TN": 79052611, + "TP": 1902, + "n_pred": 2687, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5323587092173293, + "FN": 1511, + "FP": 1112, + "IoU": 0.3627308066083576, + "TN": 79052289, + "TP": 1493, + "n_pred": 2605, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7418305888383417, + "FN": 19164, + "FP": 13070, + "IoU": 0.5896110509898784, + "TN": 78977860, + "TP": 46311, + "n_pred": 59381, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5613249943824432, + "FN": 7901, + "FP": 38953, + "IoU": 0.39016803113326654, + "TN": 78979574, + "TP": 29977, + "n_pred": 68930, + "n_ref": 37878 + }, + "15": { + "Dice": 0.3170854133773831, + "FN": 21160, + "FP": 53669, + "IoU": 0.18841444235962734, + "TN": 78964204, + "TP": 17372, + "n_pred": 71041, + "n_ref": 38532 + }, + "2": { + "Dice": 0.8416389195718339, + "FN": 6836, + "FP": 33020, + "IoU": 0.726577346038541, + "TN": 78910638, + "TP": 105911, + "n_pred": 138931, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9179391508736172, + "FN": 9687, + "FP": 10283, + "IoU": 0.8483248900602295, + "TN": 78924742, + "TP": 111693, + "n_pred": 121976, + "n_ref": 121380 + }, + "4": { + "Dice": 0.825143161539486, + "FN": 2286, + "FP": 340, + "IoU": 0.7023350714123782, + "TN": 79047583, + "TP": 6196, + "n_pred": 6536, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8633358621437087, + "FN": 975, + "FP": 286, + "IoU": 0.759534706331045, + "TN": 79051161, + "TP": 3983, + "n_pred": 4269, + "n_ref": 4958 + }, + "6": { + "Dice": 0.97287086201196, + "FN": 29855, + "FP": 42023, + "IoU": 0.947174825472908, + "TN": 77695728, + "TP": 1288799, + "n_pred": 1330822, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.8049856519026825, + "FN": 151368, + "FP": 4936, + "IoU": 0.6736200725826996, + "TN": 78577503, + "TP": 322598, + "n_pred": 327534, + "n_ref": 473966 + }, + "8": { + "Dice": 0.7983078494039015, + "FN": 1428, + "FP": 13781, + "IoU": 0.6643197669285777, + "TN": 79011097, + "TP": 30099, + "n_pred": 43880, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9168995062134215, + "FN": 7136, + "FP": 4493, + "IoU": 0.84655072310778, + "TN": 78980621, + "TP": 64155, + "n_pred": 68648, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9185168635177268, + "FN": 7312, + "FP": 32805, + "IoU": 0.8493122384740784, + "TN": 122445714, + "TP": 226109, + "n_pred": 258914, + "n_ref": 233421 + }, + "10": { + "Dice": 0.7791530401816402, + "FN": 16884, + "FP": 36127, + "IoU": 0.6382069709192414, + "TN": 122565417, + "TP": 93512, + "n_pred": 129639, + "n_ref": 110396 + }, + "11": { + "Dice": 0.1838082001389854, + "FN": 3653, + "FP": 1045, + "IoU": 0.10120528027549264, + "TN": 122706713, + "TP": 529, + "n_pred": 1574, + "n_ref": 4182 + }, + "12": { + "Dice": 0.46442266723476777, + "FN": 3565, + "FP": 2720, + "IoU": 0.30244173140954494, + "TN": 122702930, + "TP": 2725, + "n_pred": 5445, + "n_ref": 6290 + }, + "13": { + "Dice": 0.3348396437502742, + "FN": 38536, + "FP": 22108, + "IoU": 0.2010855245823892, + "TN": 122636032, + "TP": 15264, + "n_pred": 37372, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7918529175015842, + "FN": 15224, + "FP": 33390, + "IoU": 0.6554275791189709, + "TN": 122570855, + "TP": 92471, + "n_pred": 125861, + "n_ref": 107695 + }, + "15": { + "Dice": 0.7171687347883334, + "FN": 6153, + "FP": 29290, + "IoU": 0.5590514935493102, + "TN": 122631561, + "TP": 44936, + "n_pred": 74226, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6402395918913238, + "FN": 69922, + "FP": 5396, + "IoU": 0.4708473552203573, + "TN": 122569603, + "TP": 67019, + "n_pred": 72415, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7365760825079807, + "FN": 1900, + "FP": 101084, + "IoU": 0.5829999514099221, + "TN": 122464976, + "TP": 143980, + "n_pred": 245064, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7349822837208984, + "FN": 11854, + "FP": 26815, + "IoU": 0.5810055260591613, + "TN": 122619650, + "TP": 53621, + "n_pred": 80436, + "n_ref": 65475 + }, + "5": { + "Dice": 0.6009799418159547, + "FN": 9359, + "FP": 1065, + "IoU": 0.42957206960709204, + "TN": 122693666, + "TP": 7850, + "n_pred": 8915, + "n_ref": 17209 + }, + "6": { + "Dice": 0.943724409734518, + "FN": 33201, + "FP": 166876, + "IoU": 0.8934452508718149, + "TN": 120834248, + "TP": 1677615, + "n_pred": 1844491, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.615014406211119, + "FN": 210075, + "FP": 235808, + "IoU": 0.44405834181179804, + "TN": 121909908, + "TP": 356149, + "n_pred": 591957, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8430758399958281, + "FN": 7115, + "FP": 41032, + "IoU": 0.7287217858712433, + "TN": 122534458, + "TP": 129335, + "n_pred": 170367, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8907349009620449, + "FN": 7944, + "FP": 8445, + "IoU": 0.802995516341912, + "TN": 122628749, + "TP": 66802, + "n_pred": 75247, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804665/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_001/summary.json b/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3ff7ea3316709744f6eb6f5cea04dc609890a374 --- /dev/null +++ b/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7246410517961217, + "FN": 30544.283999999996, + "FP": 36734.12933333333, + "IoU": 0.6079406344505724, + "TN": 96233636.17999999, + "TP": 156046.24666666667, + "n_pred": 192780.37600000002, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8578913479465099, + "FN": 29834.9, + "FP": 21489.72, + "IoU": 0.7801310891261594, + "TN": 96241182.98, + "TP": 164453.24, + "n_pred": 185942.96, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.6923541893117797, + "FN": 20871.54, + "FP": 23003.68, + "IoU": 0.5511857472188728, + "TN": 96359734.6, + "TP": 53351.02, + "n_pred": 76354.7, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6161401980925167, + "FN": 1554.14, + "FP": 787.92, + "IoU": 0.4701195479798853, + "TN": 96452472.54, + "TP": 2146.24, + "n_pred": 2934.16, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.6031869183115918, + "FN": 1967.8, + "FP": 880.2, + "IoU": 0.4475429926318481, + "TN": 96451843.98, + "TP": 2268.86, + "n_pred": 3149.06, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.5917554344786067, + "FN": 25260.76, + "FP": 15572.86, + "IoU": 0.4420671113867583, + "TN": 96383529.84, + "TP": 32597.38, + "n_pred": 48170.24, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6932797980374493, + "FN": 55860.74, + "FP": 21662.94, + "IoU": 0.5789282115008949, + "TN": 96296939.76, + "TP": 82497.4, + "n_pred": 104160.34, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.5264298396746732, + "FN": 13851.44, + "FP": 51883.7, + "IoU": 0.4071883760234833, + "TN": 96351030.1, + "TP": 40195.6, + "n_pred": 92079.3, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.7799410639707516, + "FN": 42663.92, + "FP": 19385.02, + "IoU": 0.6690838934233397, + "TN": 96280734.12, + "TP": 114177.78, + "n_pred": 133562.8, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8080094576018465, + "FN": 20690.68, + "FP": 51463.82, + "IoU": 0.6954212932825807, + "TN": 96242094.44, + "TP": 142711.9, + "n_pred": 194175.72, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6566628624293201, + "FN": 7830.24, + "FP": 6973.84, + "IoU": 0.5539448429511871, + "TN": 96423409.5, + "TP": 18747.26, + "n_pred": 25721.1, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.6848657559394651, + "FN": 7621.92, + "FP": 2942.96, + "IoU": 0.5416315981784396, + "TN": 96436865.72, + "TP": 9530.24, + "n_pred": 12473.2, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8996128820870571, + "FN": 76317.06, + "FP": 238576.76, + "IoU": 0.8258428959434884, + "TN": 94859160.46, + "TP": 1282906.56, + "n_pred": 1521483.32, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.6947557324448845, + "FN": 125362.62, + "FP": 77757.8, + "IoU": 0.5662547855637874, + "TN": 96040278.38, + "TP": 213562.04, + "n_pred": 291319.84, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9128375570957488, + "FN": 15598.94, + "FP": 10351.16, + "IoU": 0.8417407313173229, + "TN": 96314240.5, + "TP": 116770.24, + "n_pred": 127121.4, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8518927395196256, + "FN": 12877.56, + "FP": 8279.56, + "IoU": 0.7480264002305387, + "TN": 96371025.78, + "TP": 64777.94, + "n_pred": 73057.5, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8602066967382055, + "FN": 5253, + "FP": 23166, + "IoU": 0.7547041154536667, + "TN": 119477464, + "TP": 87437, + "n_pred": 110603, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7149975772730264, + "FN": 15573, + "FP": 32070, + "IoU": 0.5564172990084261, + "TN": 119485915, + "TP": 59762, + "n_pred": 91832, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7495145631067961, + "FN": 1037, + "FP": 640, + "IoU": 0.5993788819875776, + "TN": 119589134, + "TP": 2509, + "n_pred": 3149, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7098641727900245, + "FN": 1277, + "FP": 1329, + "IoU": 0.5502243700379703, + "TN": 119587526, + "TP": 3188, + "n_pred": 4517, + "n_ref": 4465 + }, + "13": { + "Dice": 0.42816354367753645, + "FN": 34237, + "FP": 15232, + "IoU": 0.27239700539793205, + "TN": 119525331, + "TP": 18520, + "n_pred": 33752, + "n_ref": 52757 + }, + "14": { + "Dice": 0.38810515838752113, + "FN": 185681, + "FP": 9202, + "IoU": 0.24077573075379743, + "TN": 119336633, + "TP": 61804, + "n_pred": 71006, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 252418, + "IoU": 0.0, + "TN": 119308039, + "TP": 0, + "n_pred": 252418, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9291136987520451, + "FN": 5074, + "FP": 15636, + "IoU": 0.8676119002262935, + "TN": 119436886, + "TP": 135724, + "n_pred": 151360, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9483812203108426, + "FN": 5868, + "FP": 12040, + "IoU": 0.9018298632810359, + "TN": 119410902, + "TP": 164510, + "n_pred": 176550, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7471888698303792, + "FN": 30658, + "FP": 1178, + "IoU": 0.5964098273370351, + "TN": 119514438, + "TP": 47046, + "n_pred": 48224, + "n_ref": 77704 + }, + "5": { + "Dice": 0.11863938689558354, + "FN": 59109, + "FP": 17483, + "IoU": 0.06306041811931937, + "TN": 119511573, + "TP": 5155, + "n_pred": 22638, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9631571816398116, + "FN": 30312, + "FP": 57792, + "IoU": 0.9289326835123245, + "TN": 118353594, + "TP": 1151622, + "n_pred": 1209414, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 185970, + "IoU": 0.0, + "TN": 119407350, + "TP": 0, + "n_pred": 185970, + "n_ref": 0 + }, + "8": { + "Dice": 0.8158816103340617, + "FN": 58368, + "FP": 44598, + "IoU": 0.6890203019009248, + "TN": 119262218, + "TP": 228136, + "n_pred": 272734, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8313961043649017, + "FN": 18954, + "FP": 4400, + "IoU": 0.7114438925544271, + "TN": 119512386, + "TP": 57580, + "n_pred": 61980, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8933977156653357, + "FN": 15385, + "FP": 25943, + "IoU": 0.8073340605857179, + "TN": 72611154, + "TP": 173178, + "n_pred": 199121, + "n_ref": 188563 + }, + "10": { + "Dice": 0.6710522308512258, + "FN": 13366, + "FP": 40639, + "IoU": 0.5049500412503437, + "TN": 72716570, + "TP": 55085, + "n_pred": 95724, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6332970620239391, + "FN": 792, + "FP": 893, + "IoU": 0.46337579617834396, + "TN": 72822520, + "TP": 1455, + "n_pred": 2348, + "n_ref": 2247 + }, + "12": { + "Dice": 0.723202170963365, + "FN": 742, + "FP": 890, + "IoU": 0.5664187035069076, + "TN": 72821896, + "TP": 2132, + "n_pred": 3022, + "n_ref": 2874 + }, + "13": { + "Dice": 0.6966191506828868, + "FN": 17514, + "FP": 10941, + "IoU": 0.5344709115895556, + "TN": 72764536, + "TP": 32669, + "n_pred": 43610, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8453897295508559, + "FN": 6634, + "FP": 19063, + "IoU": 0.7321862200498171, + "TN": 72729709, + "TP": 70254, + "n_pred": 89317, + "n_ref": 76888 + }, + "15": { + "Dice": 0.3545610644906044, + "FN": 9546, + "FP": 110363, + "IoU": 0.21548114417314385, + "TN": 72672816, + "TP": 32935, + "n_pred": 143298, + "n_ref": 42481 + }, + "2": { + "Dice": 0.954361493049945, + "FN": 8859, + "FP": 3286, + "IoU": 0.912706912290033, + "TN": 72686531, + "TP": 126984, + "n_pred": 130270, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9547789506184752, + "FN": 3453, + "FP": 8264, + "IoU": 0.9134708406259462, + "TN": 72690249, + "TP": 123694, + "n_pred": 131958, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8377245180072139, + "FN": 4133, + "FP": 4730, + "IoU": 0.7207624448645242, + "TN": 72793920, + "TP": 22877, + "n_pred": 27607, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7610532157612382, + "FN": 2468, + "FP": 1407, + "IoU": 0.614274338044993, + "TN": 72815614, + "TP": 6171, + "n_pred": 7578, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9414633395272173, + "FN": 46009, + "FP": 98461, + "IoU": 0.889400787599292, + "TN": 71519412, + "TP": 1161778, + "n_pred": 1260239, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.7299385717335104, + "FN": 84999, + "FP": 28867, + "IoU": 0.5747269820876346, + "TN": 72557912, + "TP": 153882, + "n_pred": 182749, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9254047951005465, + "FN": 4099, + "FP": 4622, + "IoU": 0.8611659449821701, + "TN": 72762844, + "TP": 54095, + "n_pred": 58717, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8538948214106383, + "FN": 14214, + "FP": 7609, + "IoU": 0.7450405402247822, + "TN": 72740066, + "TP": 63771, + "n_pred": 71380, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9491448555471498, + "FN": 17273, + "FP": 8742, + "IoU": 0.9032118846802067, + "TN": 71540705, + "TP": 242768, + "n_pred": 251510, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7795999316476541, + "FN": 18441, + "FP": 24122, + "IoU": 0.6388068567549219, + "TN": 71691648, + "TP": 75277, + "n_pred": 99399, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6357922593450215, + "FN": 1447, + "FP": 755, + "IoU": 0.46605237633365665, + "TN": 71805364, + "TP": 1922, + "n_pred": 2677, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6035069799114743, + "FN": 2964, + "FP": 1694, + "IoU": 0.4321589662318664, + "TN": 71801285, + "TP": 3545, + "n_pred": 5239, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7021185290279639, + "FN": 23816, + "FP": 10197, + "IoU": 0.5409727657966477, + "TN": 71735390, + "TP": 40085, + "n_pred": 50282, + "n_ref": 63901 + }, + "14": { + "Dice": 0.5047243101912244, + "FN": 343996, + "FP": 5683, + "IoU": 0.337545988095193, + "TN": 71281634, + "TP": 178175, + "n_pred": 183858, + "n_ref": 522171 + }, + "15": { + "Dice": 0.681394758658027, + "FN": 79975, + "FP": 14184, + "IoU": 0.5167541712215226, + "TN": 71614641, + "TP": 100688, + "n_pred": 114872, + "n_ref": 180663 + }, + "2": { + "Dice": 0.8776293064266885, + "FN": 26189, + "FP": 7466, + "IoU": 0.7819424646883504, + "TN": 71655148, + "TP": 120685, + "n_pred": 128151, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9022965412790158, + "FN": 9843, + "FP": 28089, + "IoU": 0.8219856957819451, + "TN": 71596404, + "TP": 175152, + "n_pred": 203241, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7200654092305957, + "FN": 1205, + "FP": 8724, + "IoU": 0.5625798493325698, + "TN": 71786789, + "TP": 12770, + "n_pred": 21494, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8322067411597002, + "FN": 1294, + "FP": 2355, + "IoU": 0.7126319105370924, + "TN": 71796790, + "TP": 9049, + "n_pred": 11404, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9179776306416203, + "FN": 36241, + "FP": 180338, + "IoU": 0.848390621707724, + "TN": 70380955, + "TP": 1211954, + "n_pred": 1392292, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9132449334031711, + "FN": 19811, + "FP": 21100, + "IoU": 0.8403410864814237, + "TN": 71553248, + "TP": 215329, + "n_pred": 236429, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9313601621236193, + "FN": 6783, + "FP": 4191, + "IoU": 0.871537939269075, + "TN": 71724062, + "TP": 74452, + "n_pred": 78643, + "n_ref": 81235 + }, + "9": { + "Dice": 0.866574043022086, + "FN": 15804, + "FP": 6476, + "IoU": 0.7645616704708766, + "TN": 71714856, + "TP": 72352, + "n_pred": 78828, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.917616832164433, + "FN": 15975, + "FP": 19617, + "IoU": 0.8477744845195478, + "TN": 135211699, + "TP": 198219, + "n_pred": 217836, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7875253360524255, + "FN": 21803, + "FP": 12371, + "IoU": 0.6495190039587307, + "TN": 135348004, + "TP": 63332, + "n_pred": 75703, + "n_ref": 85135 + }, + "11": { + "Dice": 0.32686286787726987, + "FN": 2764, + "FP": 461, + "IoU": 0.19535928143712575, + "TN": 135441502, + "TP": 783, + "n_pred": 1244, + "n_ref": 3547 + }, + "12": { + "Dice": 0.4877492877492878, + "FN": 3368, + "FP": 1127, + "IoU": 0.3225320271288621, + "TN": 135438875, + "TP": 2140, + "n_pred": 3267, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7294086676099905, + "FN": 7324, + "FP": 17345, + "IoU": 0.5740702372319486, + "TN": 135387592, + "TP": 33249, + "n_pred": 50594, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8958714397700549, + "FN": 12732, + "FP": 17554, + "IoU": 0.8113832682522778, + "TN": 135284941, + "TP": 130283, + "n_pred": 147837, + "n_ref": 143015 + }, + "15": { + "Dice": 0.4787939162424404, + "FN": 20779, + "FP": 45668, + "IoU": 0.31474625388018607, + "TN": 135348543, + "TP": 30520, + "n_pred": 76188, + "n_ref": 51299 + }, + "2": { + "Dice": 0.7811802210939272, + "FN": 38989, + "FP": 56558, + "IoU": 0.6409316903234534, + "TN": 135179413, + "TP": 170550, + "n_pred": 227108, + "n_ref": 209539 + }, + "3": { + "Dice": 0.802904910846053, + "FN": 51409, + "FP": 34732, + "IoU": 0.6707110555549184, + "TN": 135183913, + "TP": 175456, + "n_pred": 210188, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8710969187386529, + "FN": 3015, + "FP": 6996, + "IoU": 0.7716312703880284, + "TN": 135401673, + "TP": 33826, + "n_pred": 40822, + "n_ref": 36841 + }, + "5": { + "Dice": 0.574790695712689, + "FN": 14416, + "FP": 5747, + "IoU": 0.40330265455298747, + "TN": 135411719, + "TP": 13628, + "n_pred": 19375, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9584082140645779, + "FN": 44088, + "FP": 96369, + "IoU": 0.920138030086192, + "TN": 133686763, + "TP": 1618290, + "n_pred": 1714659, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.7801615925231984, + "FN": 40951, + "FP": 48104, + "IoU": 0.6395614269409164, + "TN": 135198436, + "TP": 158019, + "n_pred": 206123, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8637919053924717, + "FN": 59035, + "FP": 13688, + "IoU": 0.7602409360504027, + "TN": 135142193, + "TP": 230594, + "n_pred": 244282, + "n_ref": 289629 + }, + "9": { + "Dice": 0.834769007194085, + "FN": 22785, + "FP": 7004, + "IoU": 0.7163978750547421, + "TN": 135340472, + "TP": 75249, + "n_pred": 82253, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7931901071462564, + "FN": 60371, + "FP": 41754, + "IoU": 0.6572618536218654, + "TN": 105456037, + "TP": 195843, + "n_pred": 237597, + "n_ref": 256214 + }, + "10": { + "Dice": 0.35107652031492814, + "FN": 33262, + "FP": 67375, + "IoU": 0.21291256061317065, + "TN": 105626145, + "TP": 27223, + "n_pred": 94598, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6880432683021055, + "FN": 688, + "FP": 927, + "IoU": 0.5244405182567726, + "TN": 105750609, + "TP": 1781, + "n_pred": 2708, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6112106475556693, + "FN": 2016, + "FP": 1022, + "IoU": 0.44010320678216, + "TN": 105748579, + "TP": 2388, + "n_pred": 3410, + "n_ref": 4404 + }, + "13": { + "Dice": 0.5066482255681639, + "FN": 48666, + "FP": 14114, + "IoU": 0.3392691757177739, + "TN": 105658989, + "TP": 32236, + "n_pred": 46350, + "n_ref": 80902 + }, + "14": { + "Dice": 0.92988753931302, + "FN": 23344, + "FP": 2828, + "IoU": 0.8689624441117715, + "TN": 105554276, + "TP": 173557, + "n_pred": 176385, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8130744026212738, + "FN": 7584, + "FP": 1772, + "IoU": 0.685025585779693, + "TN": 105724301, + "TP": 20348, + "n_pred": 22120, + "n_ref": 27932 + }, + "2": { + "Dice": 0.8982722137876457, + "FN": 20654, + "FP": 9297, + "IoU": 0.8153304518857861, + "TN": 105591818, + "TP": 132236, + "n_pred": 141533, + "n_ref": 152890 + }, + "3": { + "Dice": 0.7936004771742816, + "FN": 6478, + "FP": 79339, + "IoU": 0.6578255894162257, + "TN": 105503206, + "TP": 164982, + "n_pred": 244321, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6946133107786647, + "FN": 14574, + "FP": 8534, + "IoU": 0.5321130639021625, + "TN": 105704617, + "TP": 26280, + "n_pred": 34814, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7378258318665661, + "FN": 3562, + "FP": 2694, + "IoU": 0.5845673683511521, + "TN": 105738946, + "TP": 8803, + "n_pred": 11497, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8992338278907909, + "FN": 81662, + "FP": 244413, + "IoU": 0.8169162994605327, + "TN": 103972989, + "TP": 1454941, + "n_pred": 1699354, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8174438380855064, + "FN": 31188, + "FP": 74755, + "IoU": 0.6912515992154737, + "TN": 105410868, + "TP": 237194, + "n_pred": 311949, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9012810931995303, + "FN": 4245, + "FP": 14249, + "IoU": 0.8203017965933713, + "TN": 105651088, + "TP": 84423, + "n_pred": 98672, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8110459491736888, + "FN": 14026, + "FP": 14295, + "IoU": 0.6821507934726493, + "TN": 105664903, + "TP": 60781, + "n_pred": 75076, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8788635778589117, + "FN": 10851, + "FP": 55971, + "IoU": 0.7839042247690994, + "TN": 96828656, + "TP": 242402, + "n_pred": 298373, + "n_ref": 253253 + }, + "10": { + "Dice": 0.7968291652415347, + "FN": 13562, + "FP": 36929, + "IoU": 0.6622743356320608, + "TN": 96988377, + "TP": 99012, + "n_pred": 135941, + "n_ref": 112574 + }, + "11": { + "Dice": 0.5589285714285714, + "FN": 1683, + "FP": 1281, + "IoU": 0.3878562577447336, + "TN": 97133038, + "TP": 1878, + "n_pred": 3159, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7329646017699115, + "FN": 1205, + "FP": 1209, + "IoU": 0.5784878645014842, + "TN": 97132153, + "TP": 3313, + "n_pred": 4522, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7320641849561457, + "FN": 13673, + "FP": 12843, + "IoU": 0.5773669110615237, + "TN": 97075140, + "TP": 36224, + "n_pred": 49067, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8607840020806542, + "FN": 55956, + "FP": 11489, + "IoU": 0.7555933235249354, + "TN": 96861926, + "TP": 208509, + "n_pred": 219998, + "n_ref": 264465 + }, + "15": { + "Dice": 0.1318194666917931, + "FN": 12579, + "FP": 116417, + "IoU": 0.07056034700156352, + "TN": 96999091, + "TP": 9793, + "n_pred": 126210, + "n_ref": 22372 + }, + "2": { + "Dice": 0.6594101619301738, + "FN": 67941, + "FP": 4434, + "IoU": 0.4918806209060848, + "TN": 96995443, + "TP": 70062, + "n_pred": 74496, + "n_ref": 138003 + }, + "3": { + "Dice": 0.7829591759586833, + "FN": 8302, + "FP": 74949, + "IoU": 0.6433302486590236, + "TN": 96904468, + "TP": 150161, + "n_pred": 225110, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9048018415088953, + "FN": 2143, + "FP": 3192, + "IoU": 0.8261535453597497, + "TN": 97107192, + "TP": 25353, + "n_pred": 28545, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8218893468717536, + "FN": 2370, + "FP": 2945, + "IoU": 0.697633405393105, + "TN": 97120302, + "TP": 12263, + "n_pred": 15208, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8797975949632637, + "FN": 40889, + "FP": 357907, + "IoU": 0.7853916319117449, + "TN": 95279630, + "TP": 1459454, + "n_pred": 1817361, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9099002715193415, + "FN": 24194, + "FP": 21367, + "IoU": 0.8346945217457559, + "TN": 96862263, + "TP": 230056, + "n_pred": 251423, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9296610497772613, + "FN": 8060, + "FP": 10098, + "IoU": 0.8685669615067244, + "TN": 96999726, + "TP": 119996, + "n_pred": 130094, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8286220640859369, + "FN": 7564, + "FP": 17675, + "IoU": 0.7073908758912527, + "TN": 97051625, + "TP": 61016, + "n_pred": 78691, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9447740757644911, + "FN": 4804, + "FP": 14919, + "IoU": 0.8953287197231834, + "TN": 130578364, + "TP": 168705, + "n_pred": 183624, + "n_ref": 173509 + }, + "10": { + "Dice": 0.7923756760321857, + "FN": 17178, + "FP": 14302, + "IoU": 0.6561441835062807, + "TN": 130675242, + "TP": 60070, + "n_pred": 74372, + "n_ref": 77248 + }, + "11": { + "Dice": 0.731783755549752, + "FN": 1247, + "FP": 807, + "IoU": 0.5770181219110379, + "TN": 130761936, + "TP": 2802, + "n_pred": 3609, + "n_ref": 4049 + }, + "12": { + "Dice": 0.662431941923775, + "FN": 1503, + "FP": 357, + "IoU": 0.49525101763907736, + "TN": 130763107, + "TP": 1825, + "n_pred": 2182, + "n_ref": 3328 + }, + "13": { + "Dice": 0.5805169300940737, + "FN": 24712, + "FP": 28262, + "IoU": 0.4089636166865635, + "TN": 130677163, + "TP": 36655, + "n_pred": 64917, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9015744478603271, + "FN": 9570, + "FP": 23150, + "IoU": 0.8207879415260411, + "TN": 130584215, + "TP": 149857, + "n_pred": 173007, + "n_ref": 159427 + }, + "15": { + "Dice": 0.5719466043636452, + "FN": 5289, + "FP": 29888, + "IoU": 0.4005078564368247, + "TN": 130708114, + "TP": 23501, + "n_pred": 53389, + "n_ref": 28790 + }, + "2": { + "Dice": 0.7648093621448837, + "FN": 23730, + "FP": 63974, + "IoU": 0.6191832569853021, + "TN": 130536487, + "TP": 142601, + "n_pred": 206575, + "n_ref": 166331 + }, + "3": { + "Dice": 0.6961153361768451, + "FN": 66006, + "FP": 21342, + "IoU": 0.5338779997118356, + "TN": 130579399, + "TP": 100045, + "n_pred": 121387, + "n_ref": 166051 + }, + "4": { + "Dice": 0.7238887348673875, + "FN": 10353, + "FP": 4586, + "IoU": 0.5672614564625457, + "TN": 130732270, + "TP": 19583, + "n_pred": 24169, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6393682899124253, + "FN": 13860, + "FP": 5824, + "IoU": 0.4699054749144965, + "TN": 130729659, + "TP": 17449, + "n_pred": 23273, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9573231760038584, + "FN": 30055, + "FP": 86480, + "IoU": 0.9181398818618041, + "TN": 129343205, + "TP": 1307052, + "n_pred": 1393532, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.8108523009362452, + "FN": 55216, + "FP": 126892, + "IoU": 0.681876861532549, + "TN": 130194347, + "TP": 390337, + "n_pred": 517229, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8721256764369484, + "FN": 25865, + "FP": 34061, + "IoU": 0.7732472122264727, + "TN": 130502513, + "TP": 204353, + "n_pred": 238414, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8745204757488686, + "FN": 15744, + "FP": 9017, + "IoU": 0.7770203339156746, + "TN": 130655746, + "TP": 86285, + "n_pred": 95302, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.771083535122394, + "FN": 27137, + "FP": 76002, + "IoU": 0.6274499180049559, + "TN": 71959162, + "TP": 173707, + "n_pred": 249709, + "n_ref": 200844 + }, + "10": { + "Dice": 0.4020006342068091, + "FN": 34773, + "FP": 48203, + "IoU": 0.25156495228474013, + "TN": 72125142, + "TP": 27890, + "n_pred": 76093, + "n_ref": 62663 + }, + "11": { + "Dice": 0.15516062884483936, + "FN": 2460, + "FP": 12, + "IoU": 0.08410522415709522, + "TN": 72233309, + "TP": 227, + "n_pred": 239, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6165391406709829, + "FN": 1976, + "FP": 630, + "IoU": 0.44564986173154647, + "TN": 72231307, + "TP": 2095, + "n_pred": 2725, + "n_ref": 4071 + }, + "13": { + "Dice": 0.3911968728883871, + "FN": 47570, + "FP": 23607, + "IoU": 0.24316018927109362, + "TN": 72141963, + "TP": 22868, + "n_pred": 46475, + "n_ref": 70438 + }, + "14": { + "Dice": 0.30091528724440114, + "FN": 46804, + "FP": 78839, + "IoU": 0.17710434623143223, + "TN": 72083324, + "TP": 27041, + "n_pred": 105880, + "n_ref": 73845 + }, + "15": { + "Dice": 0.2159303744979826, + "FN": 5143, + "FP": 163145, + "IoU": 0.12103248181091711, + "TN": 72044547, + "TP": 23173, + "n_pred": 186318, + "n_ref": 28316 + }, + "2": { + "Dice": 0.2632066979363371, + "FN": 107851, + "FP": 1008, + "IoU": 0.1515475086319104, + "TN": 72107705, + "TP": 19444, + "n_pred": 20452, + "n_ref": 127295 + }, + "3": { + "Dice": 0.639688740720702, + "FN": 7450, + "FP": 173690, + "IoU": 0.47025174301623696, + "TN": 71894072, + "TP": 160796, + "n_pred": 334486, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 31509, + "IoU": 0.0, + "TN": 72204499, + "TP": 0, + "n_pred": 31509, + "n_ref": 0 + }, + "5": { + "Dice": 0.8216524797390284, + "FN": 167, + "FP": 3332, + "IoU": 0.6972921533004586, + "TN": 72224449, + "TP": 8060, + "n_pred": 11392, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7506393823608579, + "FN": 132779, + "FP": 783434, + "IoU": 0.6008188282573736, + "TN": 69940777, + "TP": 1379018, + "n_pred": 2162452, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.4993231874707453, + "FN": 141911, + "FP": 253859, + "IoU": 0.33273199352576205, + "TN": 71642888, + "TP": 197350, + "n_pred": 451209, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9301830566198382, + "FN": 4214, + "FP": 5298, + "IoU": 0.8694787107043375, + "TN": 72163131, + "TP": 63365, + "n_pred": 68663, + "n_ref": 67579 + }, + "9": { + "Dice": 0.6071428571428571, + "FN": 23576, + "FP": 10128, + "IoU": 0.4358974358974359, + "TN": 72176260, + "TP": 26044, + "n_pred": 36172, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8131500078583546, + "FN": 13972, + "FP": 20505, + "IoU": 0.6851329260162379, + "TN": 52443623, + "TP": 75020, + "n_pred": 95525, + "n_ref": 88992 + }, + "10": { + "Dice": 0.24202110649184522, + "FN": 39616, + "FP": 7788, + "IoU": 0.1376700865895365, + "TN": 52498148, + "TP": 7568, + "n_pred": 15356, + "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": 302, + "IoU": 0.0, + "TN": 52548752, + "TP": 0, + "n_pred": 302, + "n_ref": 4066 + }, + "13": { + "Dice": 0.35595865602638477, + "FN": 15571, + "FP": 6300, + "IoU": 0.21651441877126992, + "TN": 52525205, + "TP": 6044, + "n_pred": 12344, + "n_ref": 21615 + }, + "14": { + "Dice": 0.30721995039217, + "FN": 44380, + "FP": 7291, + "IoU": 0.18148840451146875, + "TN": 52489992, + "TP": 11457, + "n_pred": 18748, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 64557, + "IoU": 0.0, + "TN": 52463294, + "TP": 0, + "n_pred": 64557, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5819438306078991, + "FN": 77140, + "FP": 6100, + "IoU": 0.41038136793789315, + "TN": 52411944, + "TP": 57936, + "n_pred": 64036, + "n_ref": 135076 + }, + "3": { + "Dice": 0.772745911115907, + "FN": 17771, + "FP": 55940, + "IoU": 0.6296543789220883, + "TN": 52354087, + "TP": 125322, + "n_pred": 181262, + "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": 0.7185777501746758, + "FN": 1654, + "FP": 1971, + "IoU": 0.560765782139828, + "TN": 52544867, + "TP": 4628, + "n_pred": 6599, + "n_ref": 6282 + }, + "6": { + "Dice": 0.91847773765774, + "FN": 57283, + "FP": 69737, + "IoU": 0.8492453365394316, + "TN": 51710559, + "TP": 715541, + "n_pred": 785278, + "n_ref": 772824 + }, + "7": { + "Dice": 0.4768535269093222, + "FN": 130461, + "FP": 6900, + "IoU": 0.31307135284351184, + "TN": 52353156, + "TP": 62603, + "n_pred": 69503, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8473318389873609, + "FN": 14548, + "FP": 1662, + "IoU": 0.7351047488315848, + "TN": 52491926, + "TP": 44984, + "n_pred": 46646, + "n_ref": 59532 + }, + "9": { + "Dice": 0.7960427212398388, + "FN": 19432, + "FP": 10626, + "IoU": 0.6611885116551693, + "TN": 52464404, + "TP": 58658, + "n_pred": 69284, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.951361477681997, + "FN": 17476, + "FP": 10668, + "IoU": 0.907234912159267, + "TN": 143833860, + "TP": 275246, + "n_pred": 285914, + "n_ref": 292722 + }, + "10": { + "Dice": 0.7697831117564318, + "FN": 30418, + "FP": 10172, + "IoU": 0.6257295921660473, + "TN": 144028799, + "TP": 67861, + "n_pred": 78033, + "n_ref": 98279 + }, + "11": { + "Dice": 0.5365700533640264, + "FN": 4055, + "FP": 374, + "IoU": 0.36665236665236667, + "TN": 144130257, + "TP": 2564, + "n_pred": 2938, + "n_ref": 6619 + }, + "12": { + "Dice": 0.5260229511997218, + "FN": 3377, + "FP": 712, + "IoU": 0.35687323057565273, + "TN": 144130892, + "TP": 2269, + "n_pred": 2981, + "n_ref": 5646 + }, + "13": { + "Dice": 0.7864727834255566, + "FN": 27905, + "FP": 13578, + "IoU": 0.64808829392852, + "TN": 144019371, + "TP": 76396, + "n_pred": 89974, + "n_ref": 104301 + }, + "14": { + "Dice": 0.713630412404798, + "FN": 180622, + "FP": 3544, + "IoU": 0.5547631250664836, + "TN": 143723614, + "TP": 229470, + "n_pred": 233014, + "n_ref": 410092 + }, + "15": { + "Dice": 0.39801581868542724, + "FN": 3770, + "FP": 53389, + "IoU": 0.24845177831832227, + "TN": 144061195, + "TP": 18896, + "n_pred": 72285, + "n_ref": 22666 + }, + "2": { + "Dice": 0.7600110724223837, + "FN": 7621, + "FP": 74742, + "IoU": 0.6129176281493944, + "TN": 143924471, + "TP": 130416, + "n_pred": 205158, + "n_ref": 138037 + }, + "3": { + "Dice": 0.6946800084294362, + "FN": 78600, + "FP": 5432, + "IoU": 0.5321913499490617, + "TN": 143957621, + "TP": 95597, + "n_pred": 101029, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9257947100218393, + "FN": 3480, + "FP": 4165, + "IoU": 0.8618415107978675, + "TN": 144081915, + "TP": 47690, + "n_pred": 51855, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7241487143849896, + "FN": 11291, + "FP": 4587, + "IoU": 0.5675808164710368, + "TN": 144100531, + "TP": 20841, + "n_pred": 25428, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8482133070788922, + "FN": 35277, + "FP": 438333, + "IoU": 0.7364326331359959, + "TN": 142340328, + "TP": 1323312, + "n_pred": 1761645, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.8480095249595888, + "FN": 48921, + "FP": 22822, + "IoU": 0.7361254657334221, + "TN": 143865367, + "TP": 200140, + "n_pred": 222962, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8687437562437562, + "FN": 20410, + "FP": 42656, + "IoU": 0.7679460432051749, + "TN": 143865477, + "TP": 208707, + "n_pred": 251363, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8774759374187074, + "FN": 11818, + "FP": 11261, + "IoU": 0.781699000198636, + "TN": 144031529, + "TP": 82642, + "n_pred": 93903, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9409514490727798, + "FN": 12065, + "FP": 13281, + "IoU": 0.8884875469108156, + "TN": 111551627, + "TP": 201947, + "n_pred": 215228, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6032036967717785, + "FN": 22636, + "FP": 8105, + "IoU": 0.4318480048792208, + "TN": 111724813, + "TP": 23366, + "n_pred": 31471, + "n_ref": 46002 + }, + "11": { + "Dice": 0.6635514018691588, + "FN": 1807, + "FP": 209, + "IoU": 0.4965034965034965, + "TN": 111774916, + "TP": 1988, + "n_pred": 2197, + "n_ref": 3795 + }, + "12": { + "Dice": 0.5874761695263235, + "FN": 2657, + "FP": 156, + "IoU": 0.41590531561461797, + "TN": 111774104, + "TP": 2003, + "n_pred": 2159, + "n_ref": 4660 + }, + "13": { + "Dice": 0.5682568488522501, + "FN": 23509, + "FP": 21217, + "IoU": 0.39689859762675295, + "TN": 111704760, + "TP": 29434, + "n_pred": 50651, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7777248840226634, + "FN": 8656, + "FP": 38970, + "IoU": 0.6362928229957387, + "TN": 111647974, + "TP": 83320, + "n_pred": 122290, + "n_ref": 91976 + }, + "15": { + "Dice": 0.3666321799440549, + "FN": 5948, + "FP": 10581, + "IoU": 0.2244639421949045, + "TN": 111757607, + "TP": 4784, + "n_pred": 15365, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8596133347041031, + "FN": 47443, + "FP": 4447, + "IoU": 0.7537911138947408, + "TN": 111568164, + "TP": 158866, + "n_pred": 163313, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7247549048804602, + "FN": 2598, + "FP": 43614, + "IoU": 0.5683259693796531, + "TN": 111671867, + "TP": 60841, + "n_pred": 104455, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8692288425681128, + "FN": 3062, + "FP": 1637, + "IoU": 0.7687044693837369, + "TN": 111758604, + "TP": 15617, + "n_pred": 17254, + "n_ref": 18679 + }, + "5": { + "Dice": 0.5716978464728335, + "FN": 14284, + "FP": 3894, + "IoU": 0.40026393929396237, + "TN": 111748610, + "TP": 12132, + "n_pred": 16026, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9688083550491889, + "FN": 35788, + "FP": 41416, + "IoU": 0.939503689535229, + "TN": 110502743, + "TP": 1198973, + "n_pred": 1240389, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.8468853201875742, + "FN": 53370, + "FP": 13533, + "IoU": 0.73443286692468, + "TN": 111526995, + "TP": 185022, + "n_pred": 198555, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8371522233763198, + "FN": 55201, + "FP": 31186, + "IoU": 0.7199155729625979, + "TN": 111470488, + "TP": 222045, + "n_pred": 253231, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8177056265215131, + "FN": 20550, + "FP": 6108, + "IoU": 0.691626083033535, + "TN": 111692473, + "TP": 59789, + "n_pred": 65897, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7991907709923438, + "FN": 30696, + "FP": 36999, + "IoU": 0.6655434949086723, + "TN": 198885472, + "TP": 134708, + "n_pred": 171707, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7247965901618564, + "FN": 17384, + "FP": 17353, + "IoU": 0.5683772365805169, + "TN": 199007395, + "TP": 45743, + "n_pred": 63096, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7453132144490169, + "FN": 1175, + "FP": 1053, + "IoU": 0.5940233236151603, + "TN": 199082387, + "TP": 3260, + "n_pred": 4313, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7068102532989534, + "FN": 1005, + "FP": 928, + "IoU": 0.5465634529673938, + "TN": 199083612, + "TP": 2330, + "n_pred": 3258, + "n_ref": 3335 + }, + "13": { + "Dice": 0.31213995031975056, + "FN": 26735, + "FP": 12310, + "IoU": 0.18493236472945893, + "TN": 199039971, + "TP": 8859, + "n_pred": 21169, + "n_ref": 35594 + }, + "14": { + "Dice": 0.48521280441272946, + "FN": 28827, + "FP": 9624, + "IoU": 0.3203174715406915, + "TN": 199031303, + "TP": 18121, + "n_pred": 27745, + "n_ref": 46948 + }, + "15": { + "Dice": 0.8162128921386933, + "FN": 41675, + "FP": 1959, + "IoU": 0.689492972780644, + "TN": 198947350, + "TP": 96891, + "n_pred": 98850, + "n_ref": 138566 + }, + "2": { + "Dice": 0.8872689485782662, + "FN": 16870, + "FP": 11770, + "IoU": 0.7973795172199112, + "TN": 198946527, + "TP": 112708, + "n_pred": 124478, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9154943337241109, + "FN": 7637, + "FP": 16583, + "IoU": 0.8441581839473922, + "TN": 198932461, + "TP": 131194, + "n_pred": 147777, + "n_ref": 138831 + }, + "4": { + "Dice": 0.763406574294162, + "FN": 3952, + "FP": 4210, + "IoU": 0.6173464603844351, + "TN": 199066545, + "TP": 13168, + "n_pred": 17378, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6751975132754825, + "FN": 7035, + "FP": 5504, + "IoU": 0.5096590020334741, + "TN": 199062303, + "TP": 13033, + "n_pred": 18537, + "n_ref": 20068 + }, + "6": { + "Dice": 0.915166606714932, + "FN": 71189, + "FP": 129745, + "IoU": 0.8436010657301443, + "TN": 197803122, + "TP": 1083819, + "n_pred": 1213564, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.7960605568310349, + "FN": 26323, + "FP": 40210, + "IoU": 0.6612131210982453, + "TN": 198891489, + "TP": 129853, + "n_pred": 170063, + "n_ref": 156176 + }, + "8": { + "Dice": 0.913446670528856, + "FN": 8772, + "FP": 11995, + "IoU": 0.8406827771384734, + "TN": 198957525, + "TP": 109583, + "n_pred": 121578, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8791509825387541, + "FN": 15465, + "FP": 8710, + "IoU": 0.7843616480389621, + "TN": 198975766, + "TP": 87934, + "n_pred": 96644, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8759382446771352, + "FN": 15103, + "FP": 32846, + "IoU": 0.7792616735950944, + "TN": 130857971, + "TP": 169272, + "n_pred": 202118, + "n_ref": 184375 + }, + "10": { + "Dice": 0.6883230639120455, + "FN": 14354, + "FP": 47560, + "IoU": 0.5247656987588367, + "TN": 130944911, + "TP": 68367, + "n_pred": 115927, + "n_ref": 82721 + }, + "11": { + "Dice": 0.5117133670188333, + "FN": 1843, + "FP": 2409, + "IoU": 0.34382716049382717, + "TN": 131068712, + "TP": 2228, + "n_pred": 4637, + "n_ref": 4071 + }, + "12": { + "Dice": 0.697858383175767, + "FN": 1018, + "FP": 2114, + "IoU": 0.5359312490739369, + "TN": 131068443, + "TP": 3617, + "n_pred": 5731, + "n_ref": 4635 + }, + "13": { + "Dice": 0.4763242685913133, + "FN": 53200, + "FP": 28064, + "IoU": 0.31261524927678436, + "TN": 130956970, + "TP": 36958, + "n_pred": 65022, + "n_ref": 90158 + }, + "14": { + "Dice": 0.47829755895484605, + "FN": 9852, + "FP": 92157, + "IoU": 0.3143174027021577, + "TN": 130926422, + "TP": 46761, + "n_pred": 138918, + "n_ref": 56613 + }, + "15": { + "Dice": 0.5330993778912108, + "FN": 2514, + "FP": 41391, + "IoU": 0.36341887777294474, + "TN": 131006222, + "TP": 25065, + "n_pred": 66456, + "n_ref": 27579 + }, + "2": { + "Dice": 0.7668781484393794, + "FN": 53464, + "FP": 11463, + "IoU": 0.6218997315381525, + "TN": 130903473, + "TP": 106792, + "n_pred": 118255, + "n_ref": 160256 + }, + "3": { + "Dice": 0.6099986815371249, + "FN": 9633, + "FP": 221091, + "IoU": 0.43884755606684483, + "TN": 130664031, + "TP": 180437, + "n_pred": 401528, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8632924641148325, + "FN": 15343, + "FP": 2943, + "IoU": 0.7594675295634216, + "TN": 130999169, + "TP": 57737, + "n_pred": 60680, + "n_ref": 73080 + }, + "5": { + "Dice": 0.6533979505012764, + "FN": 5868, + "FP": 3501, + "IoU": 0.48521978021978024, + "TN": 131056992, + "TP": 8831, + "n_pred": 12332, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8037841460315605, + "FN": 38284, + "FP": 659728, + "IoU": 0.6719390512715668, + "TN": 128947502, + "TP": 1429678, + "n_pred": 2089406, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.5025282605315394, + "FN": 239066, + "FP": 826315, + "IoU": 0.33558447033525707, + "TN": 129471706, + "TP": 538105, + "n_pred": 1364420, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9026572184414983, + "FN": 9275, + "FP": 16372, + "IoU": 0.8225845502528379, + "TN": 130930633, + "TP": 118912, + "n_pred": 135284, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6858839731451196, + "FN": 25700, + "FP": 10794, + "IoU": 0.5219356275462751, + "TN": 130998855, + "TP": 39843, + "n_pred": 50637, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8892526726754855, + "FN": 6673, + "FP": 45351, + "IoU": 0.800589522747222, + "TN": 101356311, + "TP": 208865, + "n_pred": 254216, + "n_ref": 215538 + }, + "10": { + "Dice": 0.7246090998732215, + "FN": 17531, + "FP": 3974, + "IoU": 0.5681466755025403, + "TN": 101567403, + "TP": 28292, + "n_pred": 32266, + "n_ref": 45823 + }, + "11": { + "Dice": 0.7602739726027398, + "FN": 1629, + "FP": 471, + "IoU": 0.6132596685082873, + "TN": 101611770, + "TP": 3330, + "n_pred": 3801, + "n_ref": 4959 + }, + "12": { + "Dice": 0.652730787820203, + "FN": 2789, + "FP": 85, + "IoU": 0.4844843049327354, + "TN": 101611625, + "TP": 2701, + "n_pred": 2786, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7535502788478123, + "FN": 7658, + "FP": 26634, + "IoU": 0.6045573006757536, + "TN": 101530482, + "TP": 52426, + "n_pred": 79060, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9028343706622487, + "FN": 1281, + "FP": 11739, + "IoU": 0.822878831163531, + "TN": 101543691, + "TP": 60489, + "n_pred": 72228, + "n_ref": 61770 + }, + "15": { + "Dice": 0.718414805976212, + "FN": 4968, + "FP": 17215, + "IoU": 0.5605673421683406, + "TN": 101566719, + "TP": 28298, + "n_pred": 45513, + "n_ref": 33266 + }, + "2": { + "Dice": 0.8335661514102051, + "FN": 35992, + "FP": 18457, + "IoU": 0.7146278825995808, + "TN": 101426400, + "TP": 136351, + "n_pred": 154808, + "n_ref": 172343 + }, + "3": { + "Dice": 0.853508695542253, + "FN": 21055, + "FP": 31094, + "IoU": 0.7444528294490071, + "TN": 101413132, + "TP": 151919, + "n_pred": 183013, + "n_ref": 172974 + }, + "4": { + "Dice": 0.33172517875256685, + "FN": 2805, + "FP": 51217, + "IoU": 0.19884324484650748, + "TN": 101549770, + "TP": 13408, + "n_pred": 64625, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7451099933953158, + "FN": 8372, + "FP": 6679, + "IoU": 0.5937651821862349, + "TN": 101580150, + "TP": 21999, + "n_pred": 28678, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8924636133020822, + "FN": 145984, + "FP": 188439, + "IoU": 0.8058097449628109, + "TN": 99895059, + "TP": 1387718, + "n_pred": 1576157, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8530802227719667, + "FN": 53854, + "FP": 74961, + "IoU": 0.743801126905108, + "TN": 101114407, + "TP": 373978, + "n_pred": 448939, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9172165374202725, + "FN": 32055, + "FP": 4027, + "IoU": 0.8470913798729505, + "TN": 101381229, + "TP": 199889, + "n_pred": 203916, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9124529675931545, + "FN": 5821, + "FP": 8605, + "IoU": 0.839000926308271, + "TN": 101527597, + "TP": 75177, + "n_pred": 83782, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9478233609097588, + "FN": 13556, + "FP": 8247, + "IoU": 0.9008215214978439, + "TN": 118962376, + "TP": 198033, + "n_pred": 206280, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7168959050610496, + "FN": 19010, + "FP": 29751, + "IoU": 0.5587199884161848, + "TN": 119071713, + "TP": 61738, + "n_pred": 91489, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6426742148537539, + "FN": 1654, + "FP": 997, + "IoU": 0.4734856007944389, + "TN": 119177177, + "TP": 2384, + "n_pred": 3381, + "n_ref": 4038 + }, + "12": { + "Dice": 0.6327290190899267, + "FN": 1500, + "FP": 1559, + "IoU": 0.4627678257815244, + "TN": 119176518, + "TP": 2635, + "n_pred": 4194, + "n_ref": 4135 + }, + "13": { + "Dice": 0.6229272002027775, + "FN": 9728, + "FP": 18537, + "IoU": 0.45235604123072154, + "TN": 119130600, + "TP": 23347, + "n_pred": 41884, + "n_ref": 33075 + }, + "14": { + "Dice": 0.10883957364302146, + "FN": 60450, + "FP": 28257, + "IoU": 0.05755174025753262, + "TN": 119088088, + "TP": 5417, + "n_pred": 33674, + "n_ref": 65867 + }, + "15": { + "Dice": 0.11380337636544191, + "FN": 12125, + "FP": 121735, + "IoU": 0.060334842581867956, + "TN": 119039757, + "TP": 8595, + "n_pred": 130330, + "n_ref": 20720 + }, + "2": { + "Dice": 0.8932028293948722, + "FN": 28950, + "FP": 10396, + "IoU": 0.8070158228779392, + "TN": 118978330, + "TP": 164536, + "n_pred": 174932, + "n_ref": 193486 + }, + "3": { + "Dice": 0.8859384458571904, + "FN": 11865, + "FP": 35806, + "IoU": 0.7952329407317681, + "TN": 118949406, + "TP": 185135, + "n_pred": 220941, + "n_ref": 197000 + }, + "4": { + "Dice": 0.7568765420816961, + "FN": 10207, + "FP": 11077, + "IoU": 0.608850663432205, + "TN": 119127798, + "TP": 33130, + "n_pred": 44207, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8616576103928549, + "FN": 3926, + "FP": 504, + "IoU": 0.7569406342587512, + "TN": 119163986, + "TP": 13796, + "n_pred": 14300, + "n_ref": 17722 + }, + "6": { + "Dice": 0.924809487226794, + "FN": 42143, + "FP": 233764, + "IoU": 0.8601354608695917, + "TN": 117209539, + "TP": 1696766, + "n_pred": 1930530, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.8622815915748202, + "FN": 32837, + "FP": 51744, + "IoU": 0.7579042276096974, + "TN": 118832842, + "TP": 264789, + "n_pred": 316533, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9452409017693489, + "FN": 5582, + "FP": 3291, + "IoU": 0.8961675735767363, + "TN": 119096757, + "TP": 76582, + "n_pred": 79873, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8777601403309389, + "FN": 14465, + "FP": 5326, + "IoU": 0.7821502085924686, + "TN": 119091365, + "TP": 71056, + "n_pred": 76382, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 51717, + "IoU": 0.0, + "TN": 61280763, + "TP": 0, + "n_pred": 51717, + "n_ref": 0 + }, + "10": { + "Dice": 0.6139758293412789, + "FN": 10525, + "FP": 19532, + "IoU": 0.44297627872498146, + "TN": 61278520, + "TP": 23903, + "n_pred": 43435, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7917383820998278, + "FN": 414, + "FP": 1401, + "IoU": 0.6552706552706553, + "TN": 61327215, + "TP": 3450, + "n_pred": 4851, + "n_ref": 3864 + }, + "12": { + "Dice": 0.5220654846641646, + "FN": 2833, + "FP": 860, + "IoU": 0.3532399299474606, + "TN": 61326770, + "TP": 2017, + "n_pred": 2877, + "n_ref": 4850 + }, + "13": { + "Dice": 0.48168374299702216, + "FN": 28837, + "FP": 22510, + "IoU": 0.31724862378001756, + "TN": 61257274, + "TP": 23859, + "n_pred": 46369, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8440501989540822, + "FN": 72136, + "FP": 1193, + "IoU": 0.7301789387310547, + "TN": 61060711, + "TP": 198440, + "n_pred": 199633, + "n_ref": 270576 + }, + "15": { + "Dice": 0.7268546497059387, + "FN": 24260, + "FP": 31333, + "IoU": 0.5709125431264038, + "TN": 61202919, + "TP": 73968, + "n_pred": 105301, + "n_ref": 98228 + }, + "2": { + "Dice": 0.6553852118705675, + "FN": 79804, + "FP": 5524, + "IoU": 0.48741484747636155, + "TN": 61166014, + "TP": 81138, + "n_pred": 86662, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7464619225520147, + "FN": 3666, + "FP": 81233, + "IoU": 0.5954840431107595, + "TN": 61122602, + "TP": 124979, + "n_pred": 206212, + "n_ref": 128645 + }, + "4": { + "Dice": 0.8922929751910078, + "FN": 6744, + "FP": 1813, + "IoU": 0.805531566746966, + "TN": 61288478, + "TP": 35445, + "n_pred": 37258, + "n_ref": 42189 + }, + "5": { + "Dice": 0.795201668984701, + "FN": 1711, + "FP": 1823, + "IoU": 0.6600288600288601, + "TN": 61322085, + "TP": 6861, + "n_pred": 8684, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9075910212266785, + "FN": 23493, + "FP": 217326, + "IoU": 0.8308161493196649, + "TN": 59909064, + "TP": 1182597, + "n_pred": 1399923, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.4814560140073592, + "FN": 132459, + "FP": 22134, + "IoU": 0.3170510821210368, + "TN": 61106119, + "TP": 71768, + "n_pred": 93902, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9346941284967722, + "FN": 6199, + "FP": 4423, + "IoU": 0.8773950782584606, + "TN": 61245844, + "TP": 76014, + "n_pred": 80437, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8664568930537373, + "FN": 6787, + "FP": 10656, + "IoU": 0.7643793056868837, + "TN": 61258450, + "TP": 56587, + "n_pred": 67243, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9717404081215449, + "FN": 6033, + "FP": 3920, + "IoU": 0.9450341293158674, + "TN": 148926424, + "TP": 171123, + "n_pred": 175043, + "n_ref": 177156 + }, + "10": { + "Dice": 0.7974417530367797, + "FN": 11519, + "FP": 19614, + "IoU": 0.6631211045706371, + "TN": 149015084, + "TP": 61283, + "n_pred": 80897, + "n_ref": 72802 + }, + "11": { + "Dice": 0.7904689863842662, + "FN": 514, + "FP": 594, + "IoU": 0.6535334584115072, + "TN": 149104302, + "TP": 2090, + "n_pred": 2684, + "n_ref": 2604 + }, + "12": { + "Dice": 0.5236668663870582, + "FN": 1223, + "FP": 367, + "IoU": 0.3547077922077922, + "TN": 149105036, + "TP": 874, + "n_pred": 1241, + "n_ref": 2097 + }, + "13": { + "Dice": 0.5501185273824761, + "FN": 48049, + "FP": 11352, + "IoU": 0.3794231030411935, + "TN": 149011781, + "TP": 36318, + "n_pred": 47670, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8760361659119044, + "FN": 9207, + "FP": 14526, + "IoU": 0.7794166852554093, + "TN": 148999908, + "TP": 83859, + "n_pred": 98385, + "n_ref": 93066 + }, + "15": { + "Dice": 0.6206810359745428, + "FN": 5762, + "FP": 33694, + "IoU": 0.4499909391248589, + "TN": 149035763, + "TP": 32281, + "n_pred": 65975, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9153193554324727, + "FN": 20253, + "FP": 5050, + "IoU": 0.8438606884125045, + "TN": 148945446, + "TP": 136751, + "n_pred": 141801, + "n_ref": 157004 + }, + "3": { + "Dice": 0.7318429838988614, + "FN": 8247, + "FP": 29742, + "IoU": 0.5770917753929732, + "TN": 149017672, + "TP": 51839, + "n_pred": 81581, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9084891804562812, + "FN": 2637, + "FP": 2036, + "IoU": 0.8323226524094872, + "TN": 149079631, + "TP": 23196, + "n_pred": 25232, + "n_ref": 25833 + }, + "5": { + "Dice": 0.3695040369088812, + "FN": 25707, + "FP": 1625, + "IoU": 0.22662063891797063, + "TN": 149072159, + "TP": 8009, + "n_pred": 9634, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9671608968640406, + "FN": 26792, + "FP": 46499, + "IoU": 0.9364100312696303, + "TN": 147954944, + "TP": 1079265, + "n_pred": 1125764, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.756731749564226, + "FN": 102566, + "FP": 8385, + "IoU": 0.608663294746718, + "TN": 148823982, + "TP": 172567, + "n_pred": 180952, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9248571661399998, + "FN": 24779, + "FP": 8417, + "IoU": 0.8602179515251553, + "TN": 148870016, + "TP": 204288, + "n_pred": 212705, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8665252938797023, + "FN": 16795, + "FP": 4983, + "IoU": 0.7644857791716232, + "TN": 149015030, + "TP": 70692, + "n_pred": 75675, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2635868284589271, + "FN": 434004, + "FP": 19153, + "IoU": 0.15179960206417512, + "TN": 100178543, + "TP": 81100, + "n_pred": 100253, + "n_ref": 515104 + }, + "10": { + "Dice": 0.39029470160003116, + "FN": 18420, + "FP": 44226, + "IoU": 0.2424634509111576, + "TN": 100630103, + "TP": 20051, + "n_pred": 64277, + "n_ref": 38471 + }, + "11": { + "Dice": 0.2538448538110529, + "FN": 2730, + "FP": 1685, + "IoU": 0.14537359659310878, + "TN": 100707634, + "TP": 751, + "n_pred": 2436, + "n_ref": 3481 + }, + "12": { + "Dice": 0.4121188196980164, + "FN": 3785, + "FP": 2172, + "IoU": 0.2595400870105656, + "TN": 100704755, + "TP": 2088, + "n_pred": 4260, + "n_ref": 5873 + }, + "13": { + "Dice": 0.024742724355427684, + "FN": 38596, + "FP": 5471, + "IoU": 0.01252632994218617, + "TN": 100668174, + "TP": 559, + "n_pred": 6030, + "n_ref": 39155 + }, + "14": { + "Dice": 0.33430708007171905, + "FN": 115672, + "FP": 36552, + "IoU": 0.2007015075060253, + "TN": 100522353, + "TP": 38223, + "n_pred": 74775, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8494243421052632, + "FN": 2305, + "FP": 30653, + "IoU": 0.738260310199414, + "TN": 100586881, + "TP": 92961, + "n_pred": 123614, + "n_ref": 95266 + }, + "2": { + "Dice": 0.03840798411094069, + "FN": 227722, + "FP": 44372, + "IoU": 0.01958000634170246, + "TN": 100435272, + "TP": 5434, + "n_pred": 49806, + "n_ref": 233156 + }, + "3": { + "Dice": 0.503490743705013, + "FN": 56451, + "FP": 273892, + "IoU": 0.33644345438366374, + "TN": 100214963, + "TP": 167494, + "n_pred": 441386, + "n_ref": 223945 + }, + "4": { + "Dice": 0.36299363500054616, + "FN": 39374, + "FP": 24777, + "IoU": 0.2217423479600626, + "TN": 100630371, + "TP": 18278, + "n_pred": 43055, + "n_ref": 57652 + }, + "5": { + "Dice": 0.3296379079123827, + "FN": 12786, + "FP": 2210, + "IoU": 0.19734518011026067, + "TN": 100694117, + "TP": 3687, + "n_pred": 5897, + "n_ref": 16473 + }, + "6": { + "Dice": 0.5408608139127435, + "FN": 999158, + "FP": 832654, + "IoU": 0.3706711594546952, + "TN": 97802061, + "TP": 1078927, + "n_pred": 1911581, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.5630258026133134, + "FN": 44539, + "FP": 153773, + "IoU": 0.3918134394043015, + "TN": 100386729, + "TP": 127759, + "n_pred": 281532, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9071615882143196, + "FN": 5506, + "FP": 15063, + "IoU": 0.8300967264977739, + "TN": 100591737, + "TP": 100494, + "n_pred": 115557, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7285793135106482, + "FN": 35194, + "FP": 14473, + "IoU": 0.5730434633106389, + "TN": 100596472, + "TP": 66661, + "n_pred": 81134, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9536459921002964, + "FN": 4316, + "FP": 2831, + "IoU": 0.9113989958470217, + "TN": 78870035, + "TP": 73518, + "n_pred": 76349, + "n_ref": 77834 + }, + "10": { + "Dice": 0.6596336864787214, + "FN": 16903, + "FP": 5843, + "IoU": 0.49212941255274967, + "TN": 78905913, + "TP": 22041, + "n_pred": 27884, + "n_ref": 38944 + }, + "11": { + "Dice": 0.4212106053026513, + "FN": 526, + "FP": 1788, + "IoU": 0.26679340937896073, + "TN": 78947544, + "TP": 842, + "n_pred": 2630, + "n_ref": 1368 + }, + "12": { + "Dice": 0.15455840455840456, + "FN": 2343, + "FP": 31, + "IoU": 0.08375144731763798, + "TN": 78948109, + "TP": 217, + "n_pred": 248, + "n_ref": 2560 + }, + "13": { + "Dice": 0.2951476294452248, + "FN": 48794, + "FP": 1887, + "IoU": 0.17312210402662664, + "TN": 78889408, + "TP": 10611, + "n_pred": 12498, + "n_ref": 59405 + }, + "14": { + "Dice": 0.41451270410778357, + "FN": 15947, + "FP": 16037, + "IoU": 0.26144183254052555, + "TN": 78907394, + "TP": 11322, + "n_pred": 27359, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8918579712447374, + "FN": 2981, + "FP": 10633, + "IoU": 0.804822800779906, + "TN": 78880948, + "TP": 56138, + "n_pred": 66771, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8474991983708646, + "FN": 24794, + "FP": 2315, + "IoU": 0.7353567105314538, + "TN": 78848264, + "TP": 75327, + "n_pred": 77642, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9153888508834865, + "FN": 2384, + "FP": 12829, + "IoU": 0.8439788320718725, + "TN": 78853194, + "TP": 82293, + "n_pred": 95122, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8876192620528552, + "FN": 1359, + "FP": 2634, + "IoU": 0.7979455520696286, + "TN": 78930938, + "TP": 15769, + "n_pred": 18403, + "n_ref": 17128 + }, + "5": { + "Dice": 0.3999662190693354, + "FN": 25326, + "FP": 3094, + "IoU": 0.24997360920510925, + "TN": 78912808, + "TP": 9472, + "n_pred": 12566, + "n_ref": 34798 + }, + "6": { + "Dice": 0.907702543089874, + "FN": 54247, + "FP": 78518, + "IoU": 0.8310030727871223, + "TN": 78165094, + "TP": 652841, + "n_pred": 731359, + "n_ref": 707088 + }, + "7": { + "Dice": 0.2605464976763441, + "FN": 609714, + "FP": 22606, + "IoU": 0.14978641126554518, + "TN": 78206981, + "TP": 111399, + "n_pred": 134005, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8083200608382477, + "FN": 105771, + "FP": 1099, + "IoU": 0.678302985788981, + "TN": 78618493, + "TP": 225337, + "n_pred": 226436, + "n_ref": 331108 + }, + "9": { + "Dice": 0.6535228033628451, + "FN": 26304, + "FP": 6295, + "IoU": 0.48535749806608464, + "TN": 78887357, + "TP": 30744, + "n_pred": 37039, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.830910129013282, + "FN": 4127, + "FP": 54511, + "IoU": 0.7107324677374798, + "TN": 104801728, + "TP": 144074, + "n_pred": 198585, + "n_ref": 148201 + }, + "10": { + "Dice": 0.7477069698562079, + "FN": 24627, + "FP": 17623, + "IoU": 0.5970702957360977, + "TN": 104899583, + "TP": 62607, + "n_pred": 80230, + "n_ref": 87234 + }, + "11": { + "Dice": 0.7671383431790081, + "FN": 1539, + "FP": 156, + "IoU": 0.6222420325384443, + "TN": 104999953, + "TP": 2792, + "n_pred": 2948, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6718409843823947, + "FN": 1284, + "FP": 2183, + "IoU": 0.5058437856328393, + "TN": 104997424, + "TP": 3549, + "n_pred": 5732, + "n_ref": 4833 + }, + "13": { + "Dice": 0.7382154938765628, + "FN": 22935, + "FP": 15990, + "IoU": 0.5850567115811018, + "TN": 104910632, + "TP": 54883, + "n_pred": 70873, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9230996567728589, + "FN": 1366, + "FP": 10083, + "IoU": 0.8571820619971309, + "TN": 104924275, + "TP": 68716, + "n_pred": 78799, + "n_ref": 70082 + }, + "15": { + "Dice": 0.44354714362809344, + "FN": 1347, + "FP": 56395, + "IoU": 0.2849730666831775, + "TN": 104923685, + "TP": 23013, + "n_pred": 79408, + "n_ref": 24360 + }, + "2": { + "Dice": 0.806998635782213, + "FN": 28483, + "FP": 39566, + "IoU": 0.676444017573556, + "TN": 104794124, + "TP": 142267, + "n_pred": 181833, + "n_ref": 170750 + }, + "3": { + "Dice": 0.7722481265893938, + "FN": 39514, + "FP": 27745, + "IoU": 0.6289936454701911, + "TN": 104823152, + "TP": 114029, + "n_pred": 141774, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3995, + "IoU": 0.0, + "TN": 105000445, + "TP": 0, + "n_pred": 3995, + "n_ref": 0 + }, + "5": { + "Dice": 0.6473776341479835, + "FN": 10849, + "FP": 10101, + "IoU": 0.47860929294940396, + "TN": 104964259, + "TP": 19231, + "n_pred": 29332, + "n_ref": 30080 + }, + "6": { + "Dice": 0.8995095028276852, + "FN": 20381, + "FP": 251201, + "IoU": 0.8173714404067588, + "TN": 103517367, + "TP": 1215491, + "n_pred": 1466692, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8270281245241321, + "FN": 18281, + "FP": 70319, + "IoU": 0.7050707197805672, + "TN": 104704029, + "TP": 211811, + "n_pred": 282130, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9362579269061844, + "FN": 39600, + "FP": 4868, + "IoU": 0.8801550212103082, + "TN": 104633394, + "TP": 326578, + "n_pred": 331446, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9167959345932091, + "FN": 11107, + "FP": 3858, + "IoU": 0.8463741633474315, + "TN": 104907028, + "TP": 82447, + "n_pred": 86305, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48404077718182786, + "FN": 281848, + "FP": 8668, + "IoU": 0.31929670000093724, + "TN": 177249500, + "TP": 136272, + "n_pred": 144940, + "n_ref": 418120 + }, + "10": { + "Dice": 0.35871512545635903, + "FN": 53440, + "FP": 12781, + "IoU": 0.21855750395317552, + "TN": 177591546, + "TP": 18521, + "n_pred": 31302, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7568572756857276, + "FN": 1487, + "FP": 605, + "IoU": 0.6088257292445775, + "TN": 177670940, + "TP": 3256, + "n_pred": 3861, + "n_ref": 4743 + }, + "12": { + "Dice": 0.6618290258449304, + "FN": 1869, + "FP": 1533, + "IoU": 0.49457732877729904, + "TN": 177669557, + "TP": 3329, + "n_pred": 4862, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8250753433431544, + "FN": 15895, + "FP": 10050, + "IoU": 0.7022368103933068, + "TN": 177589155, + "TP": 61188, + "n_pred": 71238, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9150413058500538, + "FN": 2753, + "FP": 10894, + "IoU": 0.8433881499672936, + "TN": 177589149, + "TP": 73492, + "n_pred": 84386, + "n_ref": 76245 + }, + "15": { + "Dice": 0.20367148628431359, + "FN": 2272, + "FP": 161137, + "IoU": 0.11338209282389071, + "TN": 177491982, + "TP": 20897, + "n_pred": 182034, + "n_ref": 23169 + }, + "2": { + "Dice": 0.7363959789447153, + "FN": 24455, + "FP": 111508, + "IoU": 0.5827743238184083, + "TN": 177350414, + "TP": 189911, + "n_pred": 301419, + "n_ref": 214366 + }, + "3": { + "Dice": 0.5709185120259854, + "FN": 118459, + "FP": 14697, + "IoU": 0.39950032019193477, + "TN": 177454546, + "TP": 88586, + "n_pred": 103283, + "n_ref": 207045 + }, + "4": { + "Dice": 0.7239618788291354, + "FN": 6782, + "FP": 14304, + "IoU": 0.5673512936783143, + "TN": 177627551, + "TP": 27651, + "n_pred": 41955, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6961313828521211, + "FN": 12170, + "FP": 4427, + "IoU": 0.5338968771062682, + "TN": 177640680, + "TP": 19011, + "n_pred": 23438, + "n_ref": 31181 + }, + "6": { + "Dice": 0.784869853182466, + "FN": 238947, + "FP": 619859, + "IoU": 0.6459142300419969, + "TN": 175250870, + "TP": 1566612, + "n_pred": 2186471, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.6863367926151024, + "FN": 39001, + "FP": 261882, + "IoU": 0.5224602384818171, + "TN": 177046219, + "TP": 329186, + "n_pred": 591068, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8343362815345574, + "FN": 20590, + "FP": 50436, + "IoU": 0.7157607020941968, + "TN": 177426407, + "TP": 178855, + "n_pred": 229291, + "n_ref": 199445 + }, + "9": { + "Dice": 0.8975525297491334, + "FN": 14956, + "FP": 12499, + "IoU": 0.814145393743696, + "TN": 177528565, + "TP": 120268, + "n_pred": 132767, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9461484647420833, + "FN": 13949, + "FP": 5757, + "IoU": 0.8978005279562699, + "TN": 193812716, + "TP": 173113, + "n_pred": 178870, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8967670787625515, + "FN": 9794, + "FP": 7992, + "IoU": 0.8128538058460826, + "TN": 193910497, + "TP": 77252, + "n_pred": 85244, + "n_ref": 87046 + }, + "11": { + "Dice": 0.7345582486317436, + "FN": 1233, + "FP": 125, + "IoU": 0.580475749150448, + "TN": 194002298, + "TP": 1879, + "n_pred": 2004, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7679432624113475, + "FN": 1243, + "FP": 393, + "IoU": 0.623301865070228, + "TN": 194001192, + "TP": 2707, + "n_pred": 3100, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7416608331841047, + "FN": 21319, + "FP": 10419, + "IoU": 0.5893966052577106, + "TN": 193928239, + "TP": 45558, + "n_pred": 55977, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8939569008517544, + "FN": 5110, + "FP": 11685, + "IoU": 0.8082477993309509, + "TN": 193917948, + "TP": 70792, + "n_pred": 82477, + "n_ref": 75902 + }, + "15": { + "Dice": 0.5671116452762158, + "FN": 1148, + "FP": 29107, + "IoU": 0.3957821580492481, + "TN": 193955462, + "TP": 19818, + "n_pred": 48925, + "n_ref": 20966 + }, + "2": { + "Dice": 0.935654345580092, + "FN": 13017, + "FP": 4297, + "IoU": 0.8790888013631666, + "TN": 193862339, + "TP": 125882, + "n_pred": 130179, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9232834242153448, + "FN": 7989, + "FP": 13044, + "IoU": 0.8574990345463045, + "TN": 193857936, + "TP": 126566, + "n_pred": 139610, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9213877492945054, + "FN": 1602, + "FP": 1713, + "IoU": 0.8542344560724651, + "TN": 193982793, + "TP": 19427, + "n_pred": 21140, + "n_ref": 21029 + }, + "5": { + "Dice": 0.608843816718673, + "FN": 12441, + "FP": 6613, + "IoU": 0.43765310037481925, + "TN": 193971652, + "TP": 14829, + "n_pred": 21442, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9283931840875265, + "FN": 30044, + "FP": 179001, + "IoU": 0.8663561768193864, + "TN": 192441340, + "TP": 1355150, + "n_pred": 1534151, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.909720960911585, + "FN": 36477, + "FP": 20187, + "IoU": 0.8343927823029644, + "TN": 193663376, + "TP": 285495, + "n_pred": 305682, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9129721063624576, + "FN": 27001, + "FP": 13874, + "IoU": 0.8398791895830395, + "TN": 193750259, + "TP": 214401, + "n_pred": 228275, + "n_ref": 241402 + }, + "9": { + "Dice": 0.9036490101658641, + "FN": 13971, + "FP": 4037, + "IoU": 0.8242333144630761, + "TN": 193903081, + "TP": 84446, + "n_pred": 88483, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9305114638447972, + "FN": 3657, + "FP": 12891, + "IoU": 0.8700527704485488, + "TN": 99528456, + "TP": 110796, + "n_pred": 123687, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8354635463546355, + "FN": 15993, + "FP": 5943, + "IoU": 0.7174215489256454, + "TN": 99578172, + "TP": 55692, + "n_pred": 61635, + "n_ref": 71685 + }, + "11": { + "Dice": 0.5947178415352461, + "FN": 2077, + "FP": 56, + "IoU": 0.42320173066522443, + "TN": 99652102, + "TP": 1565, + "n_pred": 1621, + "n_ref": 3642 + }, + "12": { + "Dice": 0.45158507655811947, + "FN": 2521, + "FP": 22, + "IoU": 0.2916434540389972, + "TN": 99652210, + "TP": 1047, + "n_pred": 1069, + "n_ref": 3568 + }, + "13": { + "Dice": 0.7439162561576355, + "FN": 15228, + "FP": 5566, + "IoU": 0.5922505245406593, + "TN": 99604803, + "TP": 30203, + "n_pred": 35769, + "n_ref": 45431 + }, + "14": { + "Dice": 0.19339092332971394, + "FN": 44077, + "FP": 39866, + "IoU": 0.10704635874305896, + "TN": 99561794, + "TP": 10063, + "n_pred": 49929, + "n_ref": 54140 + }, + "15": { + "Dice": 0.7295719002782864, + "FN": 12648, + "FP": 6107, + "IoU": 0.5742724837699187, + "TN": 99611746, + "TP": 25299, + "n_pred": 31406, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9430141741394272, + "FN": 8802, + "FP": 4003, + "IoU": 0.8921729611384783, + "TN": 99537045, + "TP": 105950, + "n_pred": 109953, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9465660200250313, + "FN": 2800, + "FP": 10862, + "IoU": 0.8985527693415806, + "TN": 99521129, + "TP": 121009, + "n_pred": 131871, + "n_ref": 123809 + }, + "4": { + "Dice": 0.858488703353736, + "FN": 3688, + "FP": 1329, + "IoU": 0.7520632567333827, + "TN": 99635565, + "TP": 15218, + "n_pred": 16547, + "n_ref": 18906 + }, + "5": { + "Dice": 0.815227014038194, + "FN": 520, + "FP": 2402, + "IoU": 0.6880871050384287, + "TN": 99646432, + "TP": 6446, + "n_pred": 8848, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9592898899682082, + "FN": 48325, + "FP": 62504, + "IoU": 0.9217647457454828, + "TN": 98239188, + "TP": 1305783, + "n_pred": 1368287, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8981251788951435, + "FN": 16361, + "FP": 17807, + "IoU": 0.8150882130100661, + "TN": 99471020, + "TP": 150612, + "n_pred": 168419, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9606444783492448, + "FN": 4273, + "FP": 3646, + "IoU": 0.9242693749521842, + "TN": 99551232, + "TP": 96649, + "n_pred": 100295, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9263260025873221, + "FN": 9608, + "FP": 4060, + "IoU": 0.862762817037171, + "TN": 99556206, + "TP": 85926, + "n_pred": 89986, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8704835139697316, + "FN": 100634, + "FP": 2411, + "IoU": 0.7706691533375322, + "TN": 62634191, + "TP": 346284, + "n_pred": 348695, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8359741805199957, + "FN": 12889, + "FP": 9854, + "IoU": 0.7181749464057795, + "TN": 63002821, + "TP": 57956, + "n_pred": 67810, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7148568687030226, + "FN": 1310, + "FP": 473, + "IoU": 0.5562468889995023, + "TN": 63079502, + "TP": 2235, + "n_pred": 2708, + "n_ref": 3545 + }, + "12": { + "Dice": 0.7096470588235294, + "FN": 1240, + "FP": 611, + "IoU": 0.549963530269876, + "TN": 63079407, + "TP": 2262, + "n_pred": 2873, + "n_ref": 3502 + }, + "13": { + "Dice": 0.5774579894715064, + "FN": 20535, + "FP": 16227, + "IoU": 0.4059338741475712, + "TN": 63021638, + "TP": 25120, + "n_pred": 41347, + "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": 0.9518698589147347, + "FN": 2294, + "FP": 10011, + "IoU": 0.9081599904465492, + "TN": 62949537, + "TP": 121678, + "n_pred": 131689, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9534866857350038, + "FN": 9247, + "FP": 2299, + "IoU": 0.9111080315348608, + "TN": 62953632, + "TP": 118342, + "n_pred": 120641, + "n_ref": 127589 + }, + "4": { + "Dice": 0.2742418372019302, + "FN": 14136, + "FP": 6469, + "IoU": 0.15891093150461263, + "TN": 63059022, + "TP": 3893, + "n_pred": 10362, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5782171226831421, + "FN": 8765, + "FP": 3182, + "IoU": 0.4066845450933651, + "TN": 63063384, + "TP": 8189, + "n_pred": 11371, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8948932105121672, + "FN": 167606, + "FP": 58386, + "IoU": 0.8097798502594576, + "TN": 61895465, + "TP": 962063, + "n_pred": 1020449, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.6964630750111124, + "FN": 41493, + "FP": 58890, + "IoU": 0.5342871856254089, + "TN": 62867973, + "TP": 115164, + "n_pred": 174054, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9043214599992349, + "FN": 17413, + "FP": 2593, + "IoU": 0.8253528995818457, + "TN": 62968969, + "TP": 94545, + "n_pred": 97138, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8781535158346753, + "FN": 5261, + "FP": 5181, + "IoU": 0.7827751196172249, + "TN": 63035450, + "TP": 37628, + "n_pred": 42809, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9633046414892302, + "FN": 20115, + "FP": 2160, + "IoU": 0.9292070554584458, + "TN": 109294168, + "TP": 292375, + "n_pred": 294535, + "n_ref": 312490 + }, + "10": { + "Dice": 0.555171892984183, + "FN": 34629, + "FP": 50782, + "IoU": 0.38424771105183475, + "TN": 109470108, + "TP": 53299, + "n_pred": 104081, + "n_ref": 87928 + }, + "11": { + "Dice": 0.6889758467143435, + "FN": 1913, + "FP": 392, + "IoU": 0.5255249073692878, + "TN": 109603960, + "TP": 2553, + "n_pred": 2945, + "n_ref": 4466 + }, + "12": { + "Dice": 0.6121380664158351, + "FN": 2210, + "FP": 161, + "IoU": 0.44106553512494107, + "TN": 109604576, + "TP": 1871, + "n_pred": 2032, + "n_ref": 4081 + }, + "13": { + "Dice": 0.5667208131624234, + "FN": 45542, + "FP": 8338, + "IoU": 0.3954015507703356, + "TN": 109519701, + "TP": 35237, + "n_pred": 43575, + "n_ref": 80779 + }, + "14": { + "Dice": 0.6314915203660417, + "FN": 33429, + "FP": 40667, + "IoU": 0.4614450913266901, + "TN": 109471235, + "TP": 63487, + "n_pred": 104154, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8670739074981539, + "FN": 6665, + "FP": 23038, + "IoU": 0.7653402223117579, + "TN": 109482239, + "TP": 96876, + "n_pred": 119914, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7337524489020146, + "FN": 88593, + "FP": 2461, + "IoU": 0.5794699845743158, + "TN": 109392296, + "TP": 125468, + "n_pred": 127929, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8316261373680193, + "FN": 10931, + "FP": 84128, + "IoU": 0.711780846838379, + "TN": 109279003, + "TP": 234756, + "n_pred": 318884, + "n_ref": 245687 + }, + "4": { + "Dice": 0.554012014589144, + "FN": 29632, + "FP": 3628, + "IoU": 0.38313735672688154, + "TN": 109554900, + "TP": 20658, + "n_pred": 24286, + "n_ref": 50290 + }, + "5": { + "Dice": 0.5807536592961694, + "FN": 5890, + "FP": 841, + "IoU": 0.4091986307381726, + "TN": 109597425, + "TP": 4662, + "n_pred": 5503, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7486249793305642, + "FN": 41660, + "FP": 770132, + "IoU": 0.5982419074739719, + "TN": 107588219, + "TP": 1208807, + "n_pred": 1978939, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.5460758476402557, + "FN": 711445, + "FP": 97397, + "IoU": 0.3755875757026012, + "TN": 108313453, + "TP": 486523, + "n_pred": 583920, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8993277302090397, + "FN": 3869, + "FP": 15284, + "IoU": 0.8170713071383545, + "TN": 109504116, + "TP": 85549, + "n_pred": 100833, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7355725586824018, + "FN": 9825, + "FP": 22799, + "IoU": 0.5817435897435898, + "TN": 109530818, + "TP": 45376, + "n_pred": 68175, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9044548556130527, + "FN": 3370, + "FP": 8336, + "IoU": 0.8255751579449279, + "TN": 67000240, + "TP": 55406, + "n_pred": 63742, + "n_ref": 58776 + }, + "10": { + "Dice": 0.5646517699921064, + "FN": 41599, + "FP": 15759, + "IoU": 0.393390090423563, + "TN": 66972797, + "TP": 37197, + "n_pred": 52956, + "n_ref": 78796 + }, + "11": { + "Dice": 0.19848566792861005, + "FN": 2759, + "FP": 205, + "IoU": 0.11017712398679075, + "TN": 67064021, + "TP": 367, + "n_pred": 572, + "n_ref": 3126 + }, + "12": { + "Dice": 0.4247787610619469, + "FN": 2327, + "FP": 338, + "IoU": 0.2696629213483146, + "TN": 67063703, + "TP": 984, + "n_pred": 1322, + "n_ref": 3311 + }, + "13": { + "Dice": 0.3502356481744364, + "FN": 28959, + "FP": 5370, + "IoU": 0.21229434845460177, + "TN": 67023771, + "TP": 9252, + "n_pred": 14622, + "n_ref": 38211 + }, + "14": { + "Dice": 0.5979163193865644, + "FN": 39607, + "FP": 8635, + "IoU": 0.4264483836834659, + "TN": 66983241, + "TP": 35869, + "n_pred": 44504, + "n_ref": 75476 + }, + "15": { + "Dice": 0.21017299796286718, + "FN": 21406, + "FP": 53423, + "IoU": 0.11742643156218671, + "TN": 66982567, + "TP": 9956, + "n_pred": 63379, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9502421626722547, + "FN": 9091, + "FP": 5251, + "IoU": 0.9052013034655527, + "TN": 66916063, + "TP": 136947, + "n_pred": 142198, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9518043610350725, + "FN": 8423, + "FP": 6965, + "IoU": 0.9080407565661697, + "TN": 66900017, + "TP": 151947, + "n_pred": 158912, + "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": 0.7508486082824168, + "FN": 1732, + "FP": 3039, + "IoU": 0.6010869565217392, + "TN": 67055392, + "TP": 7189, + "n_pred": 10228, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9274401942603724, + "FN": 68111, + "FP": 90201, + "IoU": 0.8646978837891635, + "TN": 65897289, + "TP": 1011751, + "n_pred": 1101952, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.5702768116174326, + "FN": 209294, + "FP": 5186, + "IoU": 0.39887218466574736, + "TN": 66710556, + "TP": 142316, + "n_pred": 147502, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9200053364578681, + "FN": 6410, + "FP": 7381, + "IoU": 0.8518610022020516, + "TN": 66974257, + "TP": 79304, + "n_pred": 86685, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9117040074456749, + "FN": 9753, + "FP": 3339, + "IoU": 0.8377353345810146, + "TN": 66986669, + "TP": 67591, + "n_pred": 70930, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7731847725162488, + "FN": 65718, + "FP": 1459, + "IoU": 0.6302373456042626, + "TN": 74337604, + "TP": 114499, + "n_pred": 115958, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7058638375085634, + "FN": 18026, + "FP": 13746, + "IoU": 0.5454324343658344, + "TN": 74449385, + "TP": 38123, + "n_pred": 51869, + "n_ref": 56149 + }, + "11": { + "Dice": 0.5348025711662076, + "FN": 1931, + "FP": 602, + "IoU": 0.36500376034093757, + "TN": 74515291, + "TP": 1456, + "n_pred": 2058, + "n_ref": 3387 + }, + "12": { + "Dice": 0.684963503649635, + "FN": 1028, + "FP": 51, + "IoU": 0.5208703374777975, + "TN": 74517028, + "TP": 1173, + "n_pred": 1224, + "n_ref": 2201 + }, + "13": { + "Dice": 0.4274295663184552, + "FN": 26687, + "FP": 16723, + "IoU": 0.27180313018972374, + "TN": 74459667, + "TP": 16203, + "n_pred": 32926, + "n_ref": 42890 + }, + "14": { + "Dice": 0.7532511069827212, + "FN": 4962, + "FP": 12703, + "IoU": 0.6041722685309671, + "TN": 74474652, + "TP": 26963, + "n_pred": 39666, + "n_ref": 31925 + }, + "15": { + "Dice": 0.811362070285583, + "FN": 3866, + "FP": 8453, + "IoU": 0.6825981655158199, + "TN": 74480468, + "TP": 26493, + "n_pred": 34946, + "n_ref": 30359 + }, + "2": { + "Dice": 0.908344714789148, + "FN": 6230, + "FP": 20949, + "IoU": 0.832080169532365, + "TN": 74357423, + "TP": 134678, + "n_pred": 155627, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9302868166029079, + "FN": 12895, + "FP": 8499, + "IoU": 0.8696600463019374, + "TN": 74355140, + "TP": 142746, + "n_pred": 151245, + "n_ref": 155641 + }, + "4": { + "Dice": 0.28261010153269095, + "FN": 11093, + "FP": 0, + "IoU": 0.1645579153486971, + "TN": 74506002, + "TP": 2185, + "n_pred": 2185, + "n_ref": 13278 + }, + "5": { + "Dice": 0.6104042684178125, + "FN": 4205, + "FP": 3389, + "IoU": 0.43926751827512367, + "TN": 74505737, + "TP": 5949, + "n_pred": 9338, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9385275944480588, + "FN": 81086, + "FP": 118666, + "IoU": 0.8841752169337327, + "TN": 72794675, + "TP": 1524853, + "n_pred": 1643519, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.34937181986085863, + "FN": 119333, + "FP": 58917, + "IoU": 0.2116599147310135, + "TN": 74293172, + "TP": 47858, + "n_pred": 106775, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9581459116396575, + "FN": 2180, + "FP": 3254, + "IoU": 0.9196546064790857, + "TN": 74451647, + "TP": 62199, + "n_pred": 65453, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9235223214788614, + "FN": 10876, + "FP": 2702, + "IoU": 0.857911259941398, + "TN": 74423720, + "TP": 81982, + "n_pred": 84684, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8978578571848764, + "FN": 15826, + "FP": 44945, + "IoU": 0.8146479680847171, + "TN": 65723312, + "TP": 267097, + "n_pred": 312042, + "n_ref": 282923 + }, + "10": { + "Dice": 0.48017275785392555, + "FN": 49846, + "FP": 23092, + "IoU": 0.3159390386869871, + "TN": 65944555, + "TP": 33687, + "n_pred": 56779, + "n_ref": 83533 + }, + "11": { + "Dice": 0.23616236162361623, + "FN": 3093, + "FP": 426, + "IoU": 0.13389121338912133, + "TN": 66047117, + "TP": 544, + "n_pred": 970, + "n_ref": 3637 + }, + "12": { + "Dice": 0.5289179104477612, + "FN": 1325, + "FP": 1705, + "IoU": 0.3595434369055168, + "TN": 66046449, + "TP": 1701, + "n_pred": 3406, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7420100320557195, + "FN": 12789, + "FP": 11436, + "IoU": 0.5898377975686566, + "TN": 65992118, + "TP": 34837, + "n_pred": 46273, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8314058416713591, + "FN": 1085, + "FP": 22269, + "IoU": 0.7114581531542662, + "TN": 65970242, + "TP": 57584, + "n_pred": 79853, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8058487627617235, + "FN": 5968, + "FP": 3008, + "IoU": 0.6748297348210405, + "TN": 66023576, + "TP": 18628, + "n_pred": 21636, + "n_ref": 24596 + }, + "2": { + "Dice": 0.6885930004947407, + "FN": 63919, + "FP": 8466, + "IoU": 0.52507955253748, + "TN": 65898765, + "TP": 80030, + "n_pred": 88496, + "n_ref": 143949 + }, + "3": { + "Dice": 0.7974147786184858, + "FN": 6858, + "FP": 69342, + "IoU": 0.6630838001671316, + "TN": 65825011, + "TP": 149969, + "n_pred": 219311, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8873069412391266, + "FN": 4537, + "FP": 1811, + "IoU": 0.7974408883499793, + "TN": 66019841, + "TP": 24991, + "n_pred": 26802, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8993553753379081, + "FN": 1329, + "FP": 607, + "IoU": 0.8171169469110146, + "TN": 66040594, + "TP": 8650, + "n_pred": 9257, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8497015707278018, + "FN": 33274, + "FP": 317027, + "IoU": 0.7386792410604386, + "TN": 64710678, + "TP": 990201, + "n_pred": 1307228, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.6173026716682413, + "FN": 534847, + "FP": 12799, + "IoU": 0.44644815536963867, + "TN": 65061849, + "TP": 441685, + "n_pred": 454484, + "n_ref": 976532 + }, + "8": { + "Dice": 0.950450646309421, + "FN": 4791, + "FP": 3186, + "IoU": 0.9055797547464609, + "TN": 65966696, + "TP": 76507, + "n_pred": 79693, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8807956774188547, + "FN": 13275, + "FP": 2102, + "IoU": 0.7869838059484394, + "TN": 65978993, + "TP": 56810, + "n_pred": 58912, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9692957846975147, + "FN": 4215, + "FP": 5252, + "IoU": 0.9404208989414593, + "TN": 113313642, + "TP": 149431, + "n_pred": 154683, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8416327742318539, + "FN": 9690, + "FP": 16983, + "IoU": 0.7265681862448615, + "TN": 113374991, + "TP": 70876, + "n_pred": 87859, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6947330705840201, + "FN": 1291, + "FP": 413, + "IoU": 0.5322536371122701, + "TN": 113468897, + "TP": 1939, + "n_pred": 2352, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8034281050197252, + "FN": 1130, + "FP": 315, + "IoU": 0.6714415643474306, + "TN": 113468142, + "TP": 2953, + "n_pred": 3268, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6452577450908091, + "FN": 28753, + "FP": 24160, + "IoU": 0.4762955778138485, + "TN": 113371504, + "TP": 48123, + "n_pred": 72283, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8800277261413403, + "FN": 54111, + "FP": 3006, + "IoU": 0.7857584930289083, + "TN": 113205939, + "TP": 209484, + "n_pred": 212490, + "n_ref": 263595 + }, + "15": { + "Dice": 0.3285801648239645, + "FN": 4958, + "FP": 64211, + "IoU": 0.19658745092573235, + "TN": 113386446, + "TP": 16925, + "n_pred": 81136, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9287734378907918, + "FN": 6399, + "FP": 12112, + "IoU": 0.8670186781609195, + "TN": 113333340, + "TP": 120689, + "n_pred": 132801, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9280457511102489, + "FN": 10276, + "FP": 6785, + "IoU": 0.8657512688358185, + "TN": 113345455, + "TP": 110024, + "n_pred": 116809, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8100397358566078, + "FN": 2756, + "FP": 10534, + "IoU": 0.6807283909095277, + "TN": 113430914, + "TP": 28336, + "n_pred": 38870, + "n_ref": 31092 + }, + "5": { + "Dice": 0.5369384417301737, + "FN": 17396, + "FP": 9218, + "IoU": 0.3669964798782228, + "TN": 113430496, + "TP": 15430, + "n_pred": 24648, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9557232624745334, + "FN": 41927, + "FP": 60152, + "IoU": 0.9152011417387591, + "TN": 112268762, + "TP": 1101699, + "n_pred": 1161851, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.7567499777918284, + "FN": 73204, + "FP": 19898, + "IoU": 0.6086868805743059, + "TN": 113234618, + "TP": 144820, + "n_pred": 164718, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9089486146637362, + "FN": 32812, + "FP": 3603, + "IoU": 0.8330942308309308, + "TN": 113254363, + "TP": 181762, + "n_pred": 185365, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9000820863786061, + "FN": 15229, + "FP": 4977, + "IoU": 0.8183175082721911, + "TN": 113361324, + "TP": 91010, + "n_pred": 95987, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8153489569920165, + "FN": 5297, + "FP": 49912, + "IoU": 0.6882608695652174, + "TN": 75019628, + "TP": 121891, + "n_pred": 171803, + "n_ref": 127188 + }, + "10": { + "Dice": 0.7828761131667454, + "FN": 28012, + "FP": 11949, + "IoU": 0.6432180993535945, + "TN": 75084724, + "TP": 72043, + "n_pred": 83992, + "n_ref": 100055 + }, + "11": { + "Dice": 0.6505938663357561, + "FN": 1709, + "FP": 262, + "IoU": 0.4821334734629532, + "TN": 75192922, + "TP": 1835, + "n_pred": 2097, + "n_ref": 3544 + }, + "12": { + "Dice": 0.523839529510607, + "FN": 1859, + "FP": 408, + "IoU": 0.35486624928856003, + "TN": 75193214, + "TP": 1247, + "n_pred": 1655, + "n_ref": 3106 + }, + "13": { + "Dice": 0.6113216126098818, + "FN": 22992, + "FP": 18040, + "IoU": 0.4402182810368349, + "TN": 75123428, + "TP": 32268, + "n_pred": 50308, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9256806132126809, + "FN": 13982, + "FP": 5138, + "IoU": 0.8616437761407876, + "TN": 75058534, + "TP": 119074, + "n_pred": 124212, + "n_ref": 133056 + }, + "15": { + "Dice": 0.6130493584175399, + "FN": 18057, + "FP": 52327, + "IoU": 0.4420123831646041, + "TN": 75070589, + "TP": 55755, + "n_pred": 108082, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9036752420146542, + "FN": 7315, + "FP": 22317, + "IoU": 0.8242769630372, + "TN": 75028099, + "TP": 138997, + "n_pred": 161314, + "n_ref": 146312 + }, + "3": { + "Dice": 0.8870228347364779, + "FN": 24453, + "FP": 6895, + "IoU": 0.7969820607473609, + "TN": 75042318, + "TP": 123062, + "n_pred": 129957, + "n_ref": 147515 + }, + "4": { + "Dice": 0.848142499388051, + "FN": 2441, + "FP": 5624, + "IoU": 0.7363258900840226, + "TN": 75166141, + "TP": 22522, + "n_pred": 28146, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8402127802841559, + "FN": 1462, + "FP": 911, + "IoU": 0.724454249883883, + "TN": 75188116, + "TP": 6239, + "n_pred": 7150, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8950308771195311, + "FN": 25172, + "FP": 263656, + "IoU": 0.8100053282813332, + "TN": 73676538, + "TP": 1231362, + "n_pred": 1495018, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9069022131739672, + "FN": 13720, + "FP": 14632, + "IoU": 0.8296624731144034, + "TN": 75030282, + "TP": 138094, + "n_pred": 152726, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9079720942411641, + "FN": 11921, + "FP": 2840, + "IoU": 0.8314550291736603, + "TN": 75109149, + "TP": 72818, + "n_pred": 75658, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8089143241878471, + "FN": 17161, + "FP": 11220, + "IoU": 0.679140334414887, + "TN": 75108275, + "TP": 60072, + "n_pred": 71292, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9643915930251281, + "FN": 12210, + "FP": 2828, + "IoU": 0.9312319082482383, + "TN": 86709195, + "TP": 203639, + "n_pred": 206467, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6936568307586928, + "FN": 11105, + "FP": 39880, + "IoU": 0.5309912793906613, + "TN": 86819164, + "TP": 57723, + "n_pred": 97603, + "n_ref": 68828 + }, + "11": { + "Dice": 0.5971724787935909, + "FN": 1006, + "FP": 1131, + "IoU": 0.42569201827465736, + "TN": 86924151, + "TP": 1584, + "n_pred": 2715, + "n_ref": 2590 + }, + "12": { + "Dice": 0.5875814155449414, + "FN": 1532, + "FP": 3217, + "IoU": 0.4160108214461387, + "TN": 86919740, + "TP": 3383, + "n_pred": 6600, + "n_ref": 4915 + }, + "13": { + "Dice": 0.5904721943790453, + "FN": 17365, + "FP": 35340, + "IoU": 0.41891489619739586, + "TN": 86837171, + "TP": 37996, + "n_pred": 73336, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8748731499033067, + "FN": 14740, + "FP": 4865, + "IoU": 0.7775773459038154, + "TN": 86839729, + "TP": 68538, + "n_pred": 73403, + "n_ref": 83278 + }, + "15": { + "Dice": 0.876294970336866, + "FN": 30233, + "FP": 7154, + "IoU": 0.7798265089189491, + "TN": 86758065, + "TP": 132420, + "n_pred": 139574, + "n_ref": 162653 + }, + "2": { + "Dice": 0.8720486773220539, + "FN": 23609, + "FP": 5915, + "IoU": 0.7731261622635129, + "TN": 86797738, + "TP": 100610, + "n_pred": 106525, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9032797536653577, + "FN": 10475, + "FP": 23763, + "IoU": 0.8236191104196503, + "TN": 86733758, + "TP": 159876, + "n_pred": 183639, + "n_ref": 170351 + }, + "4": { + "Dice": 0.6449794542197872, + "FN": 4279, + "FP": 9199, + "IoU": 0.47599237976750514, + "TN": 86902151, + "TP": 12243, + "n_pred": 21442, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8110043668122271, + "FN": 830, + "FP": 1334, + "IoU": 0.6820919641545468, + "TN": 86921065, + "TP": 4643, + "n_pred": 5977, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8239691572601981, + "FN": 31337, + "FP": 457031, + "IoU": 0.7006356698439943, + "TN": 85296522, + "TP": 1142982, + "n_pred": 1600013, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.5415223239883862, + "FN": 636944, + "FP": 17112, + "IoU": 0.371292843829633, + "TN": 85887553, + "TP": 386263, + "n_pred": 403375, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9368978589544815, + "FN": 2118, + "FP": 4923, + "IoU": 0.881286776483283, + "TN": 86868561, + "TP": 52270, + "n_pred": 57193, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8241984852828305, + "FN": 6196, + "FP": 12815, + "IoU": 0.7009673613841919, + "TN": 86864297, + "TP": 44564, + "n_pred": 57379, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6299765508964708, + "FN": 14448, + "FP": 72499, + "IoU": 0.4598290279693344, + "TN": 37588638, + "TP": 74015, + "n_pred": 146514, + "n_ref": 88463 + }, + "10": { + "Dice": 0.6782472877706952, + "FN": 27110, + "FP": 3378, + "IoU": 0.513142346140334, + "TN": 37686978, + "TP": 32134, + "n_pred": 35512, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8071182548794489, + "FN": 479, + "FP": 529, + "IoU": 0.6766121270452358, + "TN": 37746483, + "TP": 2109, + "n_pred": 2638, + "n_ref": 2588 + }, + "12": { + "Dice": 0.45321023919429293, + "FN": 1837, + "FP": 769, + "IoU": 0.29300054259359737, + "TN": 37745914, + "TP": 1080, + "n_pred": 1849, + "n_ref": 2917 + }, + "13": { + "Dice": 0.734450668905939, + "FN": 12961, + "FP": 10124, + "IoU": 0.580341398680216, + "TN": 37694591, + "TP": 31924, + "n_pred": 42048, + "n_ref": 44885 + }, + "14": { + "Dice": 0.41799740741053176, + "FN": 25948, + "FP": 181029, + "IoU": 0.26422043134982565, + "TN": 37468297, + "TP": 74326, + "n_pred": 255355, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 53163, + "IoU": 0.0, + "TN": 37696437, + "TP": 0, + "n_pred": 53163, + "n_ref": 0 + }, + "2": { + "Dice": 0.6230661734484176, + "FN": 43385, + "FP": 25396, + "IoU": 0.452502626802942, + "TN": 37623972, + "TP": 56847, + "n_pred": 82243, + "n_ref": 100232 + }, + "3": { + "Dice": 0.6740928968207067, + "FN": 31664, + "FP": 23486, + "IoU": 0.5084013014217587, + "TN": 37637415, + "TP": 57035, + "n_pred": 80521, + "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": 0.8075386012715713, + "FN": 1158, + "FP": 3080, + "IoU": 0.6772031380912484, + "TN": 37736471, + "TP": 8891, + "n_pred": 11971, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9131382588675762, + "FN": 100588, + "FP": 21539, + "IoU": 0.8401604586027276, + "TN": 36985540, + "TP": 641933, + "n_pred": 663472, + "n_ref": 742521 + }, + "7": { + "Dice": 0.8782123385763371, + "FN": 59531, + "FP": 19725, + "IoU": 0.7828686023001857, + "TN": 37384586, + "TP": 285758, + "n_pred": 305483, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9439969604863222, + "FN": 3548, + "FP": 5296, + "IoU": 0.8939339425775347, + "TN": 37666218, + "TP": 74538, + "n_pred": 79834, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8572756942038763, + "FN": 7752, + "FP": 7904, + "IoU": 0.7502034303948943, + "TN": 37686925, + "TP": 47019, + "n_pred": 54923, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8674391571828294, + "FN": 9226, + "FP": 48478, + "IoU": 0.7659095426830506, + "TN": 75660185, + "TP": 188799, + "n_pred": 237277, + "n_ref": 198025 + }, + "10": { + "Dice": 0.8717398764584763, + "FN": 12501, + "FP": 17399, + "IoU": 0.7726408638126379, + "TN": 75775178, + "TP": 101610, + "n_pred": 119009, + "n_ref": 114111 + }, + "11": { + "Dice": 0.66862652869238, + "FN": 1499, + "FP": 1319, + "IoU": 0.5022080904433845, + "TN": 75901027, + "TP": 2843, + "n_pred": 4162, + "n_ref": 4342 + }, + "12": { + "Dice": 0.710915104740904, + "FN": 1360, + "FP": 1262, + "IoU": 0.5514881970578173, + "TN": 75900842, + "TP": 3224, + "n_pred": 4486, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7519882604195328, + "FN": 12804, + "FP": 6125, + "IoU": 0.6025490278419351, + "TN": 75859062, + "TP": 28697, + "n_pred": 34822, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9028166806650083, + "FN": 11352, + "FP": 12831, + "IoU": 0.8228494407044121, + "TN": 75770177, + "TP": 112328, + "n_pred": 125159, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7830591646364089, + "FN": 51151, + "FP": 24270, + "IoU": 0.6434652711793097, + "TN": 75695149, + "TP": 136118, + "n_pred": 160388, + "n_ref": 187269 + }, + "2": { + "Dice": 0.6829013810006594, + "FN": 88646, + "FP": 7999, + "IoU": 0.518489178524453, + "TN": 75705976, + "TP": 104067, + "n_pred": 112066, + "n_ref": 192713 + }, + "3": { + "Dice": 0.828680058534894, + "FN": 7452, + "FP": 93347, + "IoU": 0.7074754123099515, + "TN": 75562105, + "TP": 243784, + "n_pred": 337131, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9005188067444877, + "FN": 2405, + "FP": 3731, + "IoU": 0.8190397546301758, + "TN": 75872780, + "TP": 27772, + "n_pred": 31503, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8921417565485362, + "FN": 944, + "FP": 1156, + "IoU": 0.8052851182197497, + "TN": 75895903, + "TP": 8685, + "n_pred": 9841, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9509113852411496, + "FN": 53625, + "FP": 117073, + "IoU": 0.9064166476153509, + "TN": 74082667, + "TP": 1653323, + "n_pred": 1770396, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8684453014516313, + "FN": 49897, + "FP": 17918, + "IoU": 0.7674797361238737, + "TN": 75615036, + "TP": 223837, + "n_pred": 241755, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9517297872921389, + "FN": 4609, + "FP": 4230, + "IoU": 0.9079050189107807, + "TN": 75810711, + "TP": 87138, + "n_pred": 91368, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8563975138178589, + "FN": 15536, + "FP": 5327, + "IoU": 0.7488594368808157, + "TN": 75823615, + "TP": 62210, + "n_pred": 67537, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9629673335836507, + "FN": 5285, + "FP": 1619, + "IoU": 0.9285795566222186, + "TN": 61291083, + "TP": 89763, + "n_pred": 91382, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8743831285243978, + "FN": 10990, + "FP": 8279, + "IoU": 0.7768035027567993, + "TN": 61301418, + "TP": 67063, + "n_pred": 75342, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8080588075142935, + "FN": 374, + "FP": 1036, + "IoU": 0.6779351301964367, + "TN": 61383372, + "TP": 2968, + "n_pred": 4004, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8036427544336155, + "FN": 854, + "FP": 375, + "IoU": 0.6717414529914529, + "TN": 61384006, + "TP": 2515, + "n_pred": 2890, + "n_ref": 3369 + }, + "13": { + "Dice": 0.6586176310946953, + "FN": 14580, + "FP": 11207, + "IoU": 0.49099917097627416, + "TN": 61337088, + "TP": 24875, + "n_pred": 36082, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8877184902352601, + "FN": 6709, + "FP": 8406, + "IoU": 0.7981059492960757, + "TN": 61312884, + "TP": 59751, + "n_pred": 68157, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9031841298551814, + "FN": 4282, + "FP": 3961, + "IoU": 0.8234601216482481, + "TN": 61341058, + "TP": 38449, + "n_pred": 42410, + "n_ref": 42731 + }, + "2": { + "Dice": 0.955791180973458, + "FN": 7055, + "FP": 4611, + "IoU": 0.9153257122119397, + "TN": 61249975, + "TP": 126109, + "n_pred": 130720, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9673101768114872, + "FN": 2593, + "FP": 6263, + "IoU": 0.9366899480279949, + "TN": 61247867, + "TP": 131027, + "n_pred": 137290, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7416165220283633, + "FN": 6713, + "FP": 1832, + "IoU": 0.5893406382160707, + "TN": 61366942, + "TP": 12263, + "n_pred": 14095, + "n_ref": 18976 + }, + "5": { + "Dice": 0.5466794097764517, + "FN": 15969, + "FP": 3478, + "IoU": 0.3761588554197543, + "TN": 61356577, + "TP": 11726, + "n_pred": 15204, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9647496165698266, + "FN": 37311, + "FP": 32651, + "IoU": 0.9318997915975156, + "TN": 60360411, + "TP": 957377, + "n_pred": 990028, + "n_ref": 994688 + }, + "7": { + "Dice": 0.7712198836887288, + "FN": 46461, + "FP": 32847, + "IoU": 0.6276305039862523, + "TN": 61174768, + "TP": 133674, + "n_pred": 166521, + "n_ref": 180135 + }, + "8": { + "Dice": 0.915948672300676, + "FN": 29709, + "FP": 10044, + "IoU": 0.8449310921878475, + "TN": 61131393, + "TP": 216604, + "n_pred": 226648, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9058848523475674, + "FN": 9361, + "FP": 5258, + "IoU": 0.8279611650485437, + "TN": 61302775, + "TP": 70356, + "n_pred": 75614, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9725980799758107, + "FN": 5383, + "FP": 4767, + "IoU": 0.9466578376191002, + "TN": 39558519, + "TP": 180131, + "n_pred": 184898, + "n_ref": 185514 + }, + "10": { + "Dice": 0.6438149347424462, + "FN": 19423, + "FP": 16437, + "IoU": 0.47472498498586474, + "TN": 39680531, + "TP": 32409, + "n_pred": 48846, + "n_ref": 51832 + }, + "11": { + "Dice": 0.8098723404255319, + "FN": 652, + "FP": 465, + "IoU": 0.6804919908466819, + "TN": 39745304, + "TP": 2379, + "n_pred": 2844, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8194238683127572, + "FN": 971, + "FP": 126, + "IoU": 0.6940881204684886, + "TN": 39745214, + "TP": 2489, + "n_pred": 2615, + "n_ref": 3460 + }, + "13": { + "Dice": 0.6533855578167984, + "FN": 11866, + "FP": 22027, + "IoU": 0.4852061119718096, + "TN": 39682962, + "TP": 31945, + "n_pred": 53972, + "n_ref": 43811 + }, + "14": { + "Dice": 0.3627784220418283, + "FN": 15189, + "FP": 48551, + "IoU": 0.22158174979238923, + "TN": 39666916, + "TP": 18144, + "n_pred": 66695, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7891049398385541, + "FN": 5087, + "FP": 19837, + "IoU": 0.6516707894847176, + "TN": 39677247, + "TP": 46629, + "n_pred": 66466, + "n_ref": 51716 + }, + "2": { + "Dice": 0.7859695007789164, + "FN": 7860, + "FP": 52042, + "IoU": 0.6474050703694766, + "TN": 39578911, + "TP": 109987, + "n_pred": 162029, + "n_ref": 117847 + }, + "3": { + "Dice": 0.728749679168224, + "FN": 53355, + "FP": 6884, + "IoU": 0.5732542735496851, + "TN": 39607641, + "TP": 80920, + "n_pred": 87804, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8618820050146797, + "FN": 3664, + "FP": 2781, + "IoU": 0.757287037734428, + "TN": 39722246, + "TP": 20109, + "n_pred": 22890, + "n_ref": 23773 + }, + "5": { + "Dice": 0.7891913638192303, + "FN": 639, + "FP": 2505, + "IoU": 0.6517886809170451, + "TN": 39739771, + "TP": 5885, + "n_pred": 8390, + "n_ref": 6524 + }, + "6": { + "Dice": 0.8757007937549518, + "FN": 27175, + "FP": 228547, + "IoU": 0.7788858952232395, + "TN": 38592284, + "TP": 900794, + "n_pred": 1129341, + "n_ref": 927969 + }, + "7": { + "Dice": 0.4310303599641317, + "FN": 530194, + "FP": 2794, + "IoU": 0.27472192511913607, + "TN": 39013926, + "TP": 201886, + "n_pred": 204680, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9619530188697955, + "FN": 1028, + "FP": 2809, + "IoU": 0.9266950690636762, + "TN": 39696457, + "TP": 48506, + "n_pred": 51315, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8981065023044034, + "FN": 1194, + "FP": 7981, + "IoU": 0.8150574480951421, + "TN": 39699190, + "TP": 40435, + "n_pred": 48416, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8532407170948465, + "FN": 13428, + "FP": 15306, + "IoU": 0.744045180025298, + "TN": 101284346, + "TP": 83528, + "n_pred": 98834, + "n_ref": 96956 + }, + "10": { + "Dice": 0.7533759150698516, + "FN": 30729, + "FP": 3095, + "IoU": 0.6043328732190066, + "TN": 101311122, + "TP": 51662, + "n_pred": 54757, + "n_ref": 82391 + }, + "11": { + "Dice": 0.60693359375, + "FN": 3043, + "FP": 177, + "IoU": 0.43568173852085523, + "TN": 101390902, + "TP": 2486, + "n_pred": 2663, + "n_ref": 5529 + }, + "12": { + "Dice": 0.5336334745762712, + "FN": 3210, + "FP": 312, + "IoU": 0.363915477695503, + "TN": 101391071, + "TP": 2015, + "n_pred": 2327, + "n_ref": 5225 + }, + "13": { + "Dice": 0.8854124633992405, + "FN": 7157, + "FP": 3918, + "IoU": 0.7943857564561945, + "TN": 101342745, + "TP": 42788, + "n_pred": 46706, + "n_ref": 49945 + }, + "14": { + "Dice": 0.938889820846211, + "FN": 10453, + "FP": 11040, + "IoU": 0.8848184093332833, + "TN": 101210007, + "TP": 165108, + "n_pred": 176148, + "n_ref": 175561 + }, + "15": { + "Dice": 0.7910444809240323, + "FN": 6876, + "FP": 3689, + "IoU": 0.6543205837123319, + "TN": 101366045, + "TP": 19998, + "n_pred": 23687, + "n_ref": 26874 + }, + "2": { + "Dice": 0.7215441132902767, + "FN": 11254, + "FP": 120332, + "IoU": 0.5643871804973003, + "TN": 101094537, + "TP": 170485, + "n_pred": 290817, + "n_ref": 181739 + }, + "3": { + "Dice": 0.4034377114502669, + "FN": 124247, + "FP": 2711, + "IoU": 0.2526914949348685, + "TN": 101226721, + "TP": 42929, + "n_pred": 45640, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8255509173866615, + "FN": 1642, + "FP": 1952, + "IoU": 0.7029261034881799, + "TN": 101384510, + "TP": 8504, + "n_pred": 10456, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7636987783242706, + "FN": 12042, + "FP": 4341, + "IoU": 0.6177287257624192, + "TN": 101353751, + "TP": 26474, + "n_pred": 30815, + "n_ref": 38516 + }, + "6": { + "Dice": 0.8983730232210838, + "FN": 37870, + "FP": 367713, + "IoU": 0.815496572031911, + "TN": 99198367, + "TP": 1792658, + "n_pred": 2160371, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.7550208206953851, + "FN": 157951, + "FP": 38720, + "IoU": 0.6064525682406217, + "TN": 100896869, + "TP": 303068, + "n_pred": 341788, + "n_ref": 461019 + }, + "8": { + "Dice": 0.89193478812746, + "FN": 39642, + "FP": 12717, + "IoU": 0.8049479205471696, + "TN": 101128172, + "TP": 216077, + "n_pred": 228794, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9300228825117123, + "FN": 5129, + "FP": 7134, + "IoU": 0.869198852303393, + "TN": 101302855, + "TP": 81490, + "n_pred": 88624, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.868381910958814, + "FN": 19076, + "FP": 40920, + "IoU": 0.7673807262082469, + "TN": 73625589, + "TP": 197919, + "n_pred": 238839, + "n_ref": 216995 + }, + "10": { + "Dice": 0.1878413903535245, + "FN": 57013, + "FP": 105798, + "IoU": 0.1036561531389184, + "TN": 73701865, + "TP": 18828, + "n_pred": 124626, + "n_ref": 75841 + }, + "11": { + "Dice": 0.5890668471313633, + "FN": 2342, + "FP": 3123, + "IoU": 0.41750159880622467, + "TN": 73874122, + "TP": 3917, + "n_pred": 7040, + "n_ref": 6259 + }, + "12": { + "Dice": 0.5481664236850959, + "FN": 3097, + "FP": 932, + "IoU": 0.37756836088367063, + "TN": 73877031, + "TP": 2444, + "n_pred": 3376, + "n_ref": 5541 + }, + "13": { + "Dice": 0.010712859867808188, + "FN": 60756, + "FP": 28450, + "IoU": 0.0053852757863283125, + "TN": 73793815, + "TP": 483, + "n_pred": 28933, + "n_ref": 61239 + }, + "14": { + "Dice": 0.659062430073842, + "FN": 42235, + "FP": 18711, + "IoU": 0.4914937465061367, + "TN": 73763651, + "TP": 58907, + "n_pred": 77618, + "n_ref": 101142 + }, + "15": { + "Dice": 0.835994093229306, + "FN": 42430, + "FP": 28095, + "IoU": 0.7182043393135413, + "TN": 73633234, + "TP": 179745, + "n_pred": 207840, + "n_ref": 222175 + }, + "2": { + "Dice": 0.5122413787169011, + "FN": 116639, + "FP": 25070, + "IoU": 0.3443040903201925, + "TN": 73667384, + "TP": 74411, + "n_pred": 99481, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6357248832382449, + "FN": 25349, + "FP": 160514, + "IoU": 0.4659799738539557, + "TN": 73535459, + "TP": 162182, + "n_pred": 322696, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 28692, + "IoU": 0.0, + "TN": 73806924, + "TP": 0, + "n_pred": 28692, + "n_ref": 47888 + }, + "5": { + "Dice": 0.5398739380652233, + "FN": 9218, + "FP": 856, + "IoU": 0.3697447447447447, + "TN": 73867520, + "TP": 5910, + "n_pred": 6766, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7192698345219739, + "FN": 170124, + "FP": 1025131, + "IoU": 0.5616091928728094, + "TN": 71157044, + "TP": 1531205, + "n_pred": 2556336, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.26216621439103877, + "FN": 119705, + "FP": 178022, + "IoU": 0.15085804900448063, + "TN": 73532883, + "TP": 52894, + "n_pred": 230916, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8725543631477062, + "FN": 9808, + "FP": 10535, + "IoU": 0.773921450956858, + "TN": 73793522, + "TP": 69639, + "n_pred": 80174, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7977965569917139, + "FN": 12626, + "FP": 26687, + "IoU": 0.6636119382551254, + "TN": 73766636, + "TP": 77555, + "n_pred": 104242, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9504600755359663, + "FN": 6526, + "FP": 12323, + "IoU": 0.9055968747652318, + "TN": 69296111, + "TP": 180816, + "n_pred": 193139, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7399105982309863, + "FN": 20795, + "FP": 12021, + "IoU": 0.5871889702367474, + "TN": 69416282, + "TP": 46678, + "n_pred": 58699, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7999439226132062, + "FN": 608, + "FP": 819, + "IoU": 0.666588785046729, + "TN": 69491496, + "TP": 2853, + "n_pred": 3672, + "n_ref": 3461 + }, + "12": { + "Dice": 0.5904650823735238, + "FN": 1127, + "FP": 1682, + "IoU": 0.41890773686388083, + "TN": 69490942, + "TP": 2025, + "n_pred": 3707, + "n_ref": 3152 + }, + "13": { + "Dice": 0.7032065759595552, + "FN": 20372, + "FP": 28119, + "IoU": 0.5422656862097284, + "TN": 69389839, + "TP": 57446, + "n_pred": 85565, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9136046567898845, + "FN": 18883, + "FP": 6111, + "IoU": 0.8409504537181983, + "TN": 69338630, + "TP": 132152, + "n_pred": 138263, + "n_ref": 151035 + }, + "15": { + "Dice": 0.7097547052311098, + "FN": 11937, + "FP": 55177, + "IoU": 0.5500928452199795, + "TN": 69346603, + "TP": 82059, + "n_pred": 137236, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9361360782173596, + "FN": 7774, + "FP": 11652, + "IoU": 0.8799396793611945, + "TN": 69333974, + "TP": 142376, + "n_pred": 154028, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9314230717688193, + "FN": 19661, + "FP": 2855, + "IoU": 0.8716481211236775, + "TN": 69320352, + "TP": 152908, + "n_pred": 155763, + "n_ref": 172569 + }, + "4": { + "Dice": 0.5780196379983438, + "FN": 15132, + "FP": 16971, + "IoU": 0.4064891846921797, + "TN": 69441686, + "TP": 21987, + "n_pred": 38958, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8756033347959632, + "FN": 3129, + "FP": 1407, + "IoU": 0.7787317073170732, + "TN": 69475276, + "TP": 15964, + "n_pred": 17371, + "n_ref": 19093 + }, + "6": { + "Dice": 0.912741498703945, + "FN": 126924, + "FP": 125987, + "IoU": 0.8394889509862845, + "TN": 67920115, + "TP": 1322750, + "n_pred": 1448737, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8166079058084504, + "FN": 25436, + "FP": 103721, + "IoU": 0.6900569218069074, + "TN": 69079064, + "TP": 287555, + "n_pred": 391276, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9181217076859777, + "FN": 9469, + "FP": 4660, + "IoU": 0.8486367775456639, + "TN": 69402431, + "TP": 79216, + "n_pred": 83876, + "n_ref": 88685 + }, + "9": { + "Dice": 0.883099363964725, + "FN": 10322, + "FP": 8223, + "IoU": 0.7906695864186383, + "TN": 69407184, + "TP": 70047, + "n_pred": 78270, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8988716153042331, + "FN": 6288, + "FP": 37842, + "IoU": 0.8163186307767228, + "TN": 50593299, + "TP": 196123, + "n_pred": 233965, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8225649515676963, + "FN": 19199, + "FP": 5237, + "IoU": 0.6986074965773277, + "TN": 50752475, + "TP": 56641, + "n_pred": 61878, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8466573165030388, + "FN": 1296, + "FP": 672, + "IoU": 0.7340899878394812, + "TN": 50826151, + "TP": 5433, + "n_pred": 6105, + "n_ref": 6729 + }, + "12": { + "Dice": 0.5506459667788514, + "FN": 3763, + "FP": 376, + "IoU": 0.3799250936329588, + "TN": 50826877, + "TP": 2536, + "n_pred": 2912, + "n_ref": 6299 + }, + "13": { + "Dice": 0.5897589436511592, + "FN": 9852, + "FP": 43586, + "IoU": 0.4181972585439145, + "TN": 50741703, + "TP": 38411, + "n_pred": 81997, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6268714216919044, + "FN": 21448, + "FP": 13419, + "IoU": 0.4565278383939148, + "TN": 50769396, + "TP": 29289, + "n_pred": 42708, + "n_ref": 50737 + }, + "15": { + "Dice": 0.45174250494597473, + "FN": 5072, + "FP": 66980, + "IoU": 0.2917747896516474, + "TN": 50731816, + "TP": 29684, + "n_pred": 96664, + "n_ref": 34756 + }, + "2": { + "Dice": 0.8569346091864096, + "FN": 19842, + "FP": 44343, + "IoU": 0.749681178411391, + "TN": 50577139, + "TP": 192228, + "n_pred": 236571, + "n_ref": 212070 + }, + "3": { + "Dice": 0.8124531847256722, + "FN": 45318, + "FP": 27543, + "IoU": 0.684144131646711, + "TN": 50602874, + "TP": 157817, + "n_pred": 185360, + "n_ref": 203135 + }, + "4": { + "Dice": 0.8915712799167533, + "FN": 829, + "FP": 3339, + "IoU": 0.8043559894855427, + "TN": 50812248, + "TP": 17136, + "n_pred": 20475, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8850818094321463, + "FN": 1349, + "FP": 1636, + "IoU": 0.793853591160221, + "TN": 50819072, + "TP": 11495, + "n_pred": 13131, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8910957888634599, + "FN": 89729, + "FP": 425192, + "IoU": 0.803582293145191, + "TN": 48211991, + "TP": 2106640, + "n_pred": 2531832, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.7185945967889257, + "FN": 15945, + "FP": 150423, + "IoU": 0.5607863015000555, + "TN": 50454766, + "TP": 212418, + "n_pred": 362841, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9584571912693011, + "FN": 5066, + "FP": 3417, + "IoU": 0.920228322095899, + "TN": 50727211, + "TP": 97858, + "n_pred": 101275, + "n_ref": 102924 + }, + "9": { + "Dice": 0.906340844232792, + "FN": 13011, + "FP": 8092, + "IoU": 0.8287233179125071, + "TN": 50710342, + "TP": 102107, + "n_pred": 110199, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8928441841493261, + "FN": 28632, + "FP": 15371, + "IoU": 0.806430469286129, + "TN": 76657536, + "TP": 183321, + "n_pred": 198692, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7112363527457867, + "FN": 12713, + "FP": 29711, + "IoU": 0.5518749339811978, + "TN": 76790190, + "TP": 52246, + "n_pred": 81957, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7298393639461301, + "FN": 625, + "FP": 1040, + "IoU": 0.5746039856923864, + "TN": 76880946, + "TP": 2249, + "n_pred": 3289, + "n_ref": 2874 + }, + "12": { + "Dice": 0.6770388958594731, + "FN": 1260, + "FP": 27, + "IoU": 0.5117602427921093, + "TN": 76882224, + "TP": 1349, + "n_pred": 1376, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5170754424091897, + "FN": 19466, + "FP": 24088, + "IoU": 0.3486862765623364, + "TN": 76817989, + "TP": 23317, + "n_pred": 47405, + "n_ref": 42783 + }, + "14": { + "Dice": 0.7677720265614041, + "FN": 6528, + "FP": 38831, + "IoU": 0.6230762838623899, + "TN": 76764520, + "TP": 74981, + "n_pred": 113812, + "n_ref": 81509 + }, + "15": { + "Dice": 0.4870086533567106, + "FN": 18488, + "FP": 26863, + "IoU": 0.3218846257364156, + "TN": 76817982, + "TP": 21527, + "n_pred": 48390, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9183279206489662, + "FN": 4786, + "FP": 12843, + "IoU": 0.848989206784307, + "TN": 76768120, + "TP": 99111, + "n_pred": 111954, + "n_ref": 103897 + }, + "3": { + "Dice": 0.8191325059079659, + "FN": 9368, + "FP": 29512, + "IoU": 0.6936701281101779, + "TN": 76757938, + "TP": 88042, + "n_pred": 117554, + "n_ref": 97410 + }, + "4": { + "Dice": 0.8152831124915002, + "FN": 2701, + "FP": 7350, + "IoU": 0.6881670389674858, + "TN": 76852628, + "TP": 22181, + "n_pred": 29531, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8993244572702827, + "FN": 2043, + "FP": 1027, + "IoU": 0.8170659039447027, + "TN": 76868078, + "TP": 13712, + "n_pred": 14739, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9287641678044615, + "FN": 25999, + "FP": 143514, + "IoU": 0.8670025216584887, + "TN": 75610302, + "TP": 1105045, + "n_pred": 1248559, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7371392396043729, + "FN": 26669, + "FP": 69246, + "IoU": 0.5837058706087621, + "TN": 76654458, + "TP": 134487, + "n_pred": 203733, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9486703448997202, + "FN": 4746, + "FP": 3106, + "IoU": 0.9023528826543302, + "TN": 76804448, + "TP": 72560, + "n_pred": 75666, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9088399688459248, + "FN": 12418, + "FP": 3500, + "IoU": 0.8329117112956218, + "TN": 76789593, + "TP": 79349, + "n_pred": 82849, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8643923632602697, + "FN": 16342, + "FP": 17617, + "IoU": 0.7611716717068711, + "TN": 130857742, + "TP": 108231, + "n_pred": 125848, + "n_ref": 124573 + }, + "10": { + "Dice": 0.5822252054496309, + "FN": 9422, + "FP": 59665, + "IoU": 0.4106612754631999, + "TN": 130882704, + "TP": 48141, + "n_pred": 107806, + "n_ref": 57563 + }, + "11": { + "Dice": 0.776856160226583, + "FN": 1728, + "FP": 478, + "IoU": 0.6351306649024148, + "TN": 130993886, + "TP": 3840, + "n_pred": 4318, + "n_ref": 5568 + }, + "12": { + "Dice": 0.6807957775071052, + "FN": 3110, + "FP": 821, + "IoU": 0.5160654930444417, + "TN": 130991809, + "TP": 4192, + "n_pred": 5013, + "n_ref": 7302 + }, + "13": { + "Dice": 0.479690866677351, + "FN": 51479, + "FP": 6959, + "IoU": 0.3155219265367316, + "TN": 130914556, + "TP": 26938, + "n_pred": 33897, + "n_ref": 78417 + }, + "14": { + "Dice": 0.03797891062110618, + "FN": 927587, + "FP": 11563, + "IoU": 0.019357034858951978, + "TN": 130042244, + "TP": 18538, + "n_pred": 30101, + "n_ref": 946125 + }, + "15": { + "Dice": 0.008757955278873884, + "FN": 24774, + "FP": 96557, + "IoU": 0.004398237422764161, + "TN": 130878065, + "TP": 536, + "n_pred": 97093, + "n_ref": 25310 + }, + "2": { + "Dice": 0.5225028450365181, + "FN": 139195, + "FP": 6402, + "IoU": 0.35364050839707534, + "TN": 130774675, + "TP": 79660, + "n_pred": 86062, + "n_ref": 218855 + }, + "3": { + "Dice": 0.779211263332489, + "FN": 10799, + "FP": 143480, + "IoU": 0.6382851020231126, + "TN": 130573411, + "TP": 272242, + "n_pred": 415722, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 10606, + "IoU": 0.0, + "TN": 130987046, + "TP": 0, + "n_pred": 10606, + "n_ref": 2280 + }, + "5": { + "Dice": 0.5741518671958745, + "FN": 13810, + "FP": 889, + "IoU": 0.4026739271781534, + "TN": 130975324, + "TP": 9909, + "n_pred": 10798, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8570018281645897, + "FN": 51910, + "FP": 422335, + "IoU": 0.7497840760221237, + "TN": 129104589, + "TP": 1421098, + "n_pred": 1843433, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.5405801888878196, + "FN": 100151, + "FP": 76478, + "IoU": 0.37040759949384233, + "TN": 130719387, + "TP": 103916, + "n_pred": 180394, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9436488144717571, + "FN": 6826, + "FP": 7410, + "IoU": 0.8933097509611565, + "TN": 130866499, + "TP": 119197, + "n_pred": 126607, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7533440342429106, + "FN": 12163, + "FP": 17341, + "IoU": 0.6042918454935622, + "TN": 130925372, + "TP": 45056, + "n_pred": 62397, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9301154789574739, + "FN": 6795, + "FP": 812, + "IoU": 0.86936062786584, + "TN": 74368469, + "TP": 50622, + "n_pred": 51434, + "n_ref": 57417 + }, + "10": { + "Dice": 0.6386068049718983, + "FN": 35541, + "FP": 13392, + "IoU": 0.46908329445463126, + "TN": 74334531, + "TP": 43234, + "n_pred": 56626, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7347619047619047, + "FN": 845, + "FP": 269, + "IoU": 0.580730146782085, + "TN": 74424041, + "TP": 1543, + "n_pred": 1812, + "n_ref": 2388 + }, + "12": { + "Dice": 0.6717073170731708, + "FN": 1080, + "FP": 266, + "IoU": 0.5056922511935366, + "TN": 74423975, + "TP": 1377, + "n_pred": 1643, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5072124731484373, + "FN": 63541, + "FP": 13768, + "IoU": 0.3397753960459456, + "TN": 74309603, + "TP": 39786, + "n_pred": 53554, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8794828411811652, + "FN": 33146, + "FP": 4606, + "IoU": 0.7848901145862417, + "TN": 74251197, + "TP": 137749, + "n_pred": 142355, + "n_ref": 170895 + }, + "15": { + "Dice": 0.2418905333350301, + "FN": 12714, + "FP": 46859, + "IoU": 0.13758559288909478, + "TN": 74357621, + "TP": 9504, + "n_pred": 56363, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9237798788201611, + "FN": 7759, + "FP": 10557, + "IoU": 0.8583558889490372, + "TN": 74297388, + "TP": 110994, + "n_pred": 121551, + "n_ref": 118753 + }, + "3": { + "Dice": 0.927888533692582, + "FN": 6527, + "FP": 12850, + "IoU": 0.8654776698624717, + "TN": 74282655, + "TP": 124666, + "n_pred": 137516, + "n_ref": 131193 + }, + "4": { + "Dice": 0.5960307007584359, + "FN": 17336, + "FP": 454, + "IoU": 0.4245325742382092, + "TN": 74395784, + "TP": 13124, + "n_pred": 13578, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9669101212305872, + "FN": 18054, + "FP": 41460, + "IoU": 0.9359399807326958, + "TN": 73497663, + "TP": 869521, + "n_pred": 910981, + "n_ref": 887575 + }, + "7": { + "Dice": 0.7476952513480606, + "FN": 38752, + "FP": 36674, + "IoU": 0.5970553510660462, + "TN": 74239511, + "TP": 111761, + "n_pred": 148435, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9249418197428771, + "FN": 2295, + "FP": 4349, + "IoU": 0.8603644311805132, + "TN": 74379117, + "TP": 40937, + "n_pred": 45286, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8178039652838602, + "FN": 8095, + "FP": 3346, + "IoU": 0.6917667977800528, + "TN": 74389580, + "TP": 25677, + "n_pred": 29023, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9753504626930273, + "FN": 4067, + "FP": 2824, + "IoU": 0.9518868912550184, + "TN": 106503463, + "TP": 136334, + "n_pred": 139158, + "n_ref": 140401 + }, + "10": { + "Dice": 0.817104309986077, + "FN": 19822, + "FP": 15777, + "IoU": 0.6907661570535094, + "TN": 106531568, + "TP": 79521, + "n_pred": 95298, + "n_ref": 99343 + }, + "11": { + "Dice": 0.5483323911814585, + "FN": 2711, + "FP": 485, + "IoU": 0.37772585669781933, + "TN": 106641552, + "TP": 1940, + "n_pred": 2425, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7084507042253522, + "FN": 1949, + "FP": 949, + "IoU": 0.5485278080697928, + "TN": 106640269, + "TP": 3521, + "n_pred": 4470, + "n_ref": 5470 + }, + "13": { + "Dice": 0.7182379349046015, + "FN": 15345, + "FP": 4739, + "IoU": 0.5603519985990105, + "TN": 106601006, + "TP": 25598, + "n_pred": 30337, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8707811980246155, + "FN": 2193, + "FP": 18007, + "IoU": 0.7711359361899799, + "TN": 106558426, + "TP": 68062, + "n_pred": 86069, + "n_ref": 70255 + }, + "15": { + "Dice": 0.20365434387916714, + "FN": 8109, + "FP": 136196, + "IoU": 0.11337146789385402, + "TN": 106483931, + "TP": 18452, + "n_pred": 154648, + "n_ref": 26561 + }, + "2": { + "Dice": 0.4908350305498982, + "FN": 124254, + "FP": 5246, + "IoU": 0.3252361673414305, + "TN": 106454769, + "TP": 62419, + "n_pred": 67665, + "n_ref": 186673 + }, + "3": { + "Dice": 0.655597813011127, + "FN": 1985, + "FP": 154044, + "IoU": 0.487650064360207, + "TN": 106342152, + "TP": 148507, + "n_pred": 302551, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8712160082093381, + "FN": 744, + "FP": 2017, + "IoU": 0.7718181818181818, + "TN": 106634588, + "TP": 9339, + "n_pred": 11356, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7737169517884914, + "FN": 1457, + "FP": 289, + "IoU": 0.6309448319594166, + "TN": 106641957, + "TP": 2985, + "n_pred": 3274, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9778100808586493, + "FN": 24135, + "FP": 32529, + "IoU": 0.9565835688147063, + "TN": 105341560, + "TP": 1248464, + "n_pred": 1280993, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9225051777595313, + "FN": 35739, + "FP": 14849, + "IoU": 0.8561574113565924, + "TN": 106294998, + "TP": 301102, + "n_pred": 315951, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9477010631376502, + "FN": 4754, + "FP": 2561, + "IoU": 0.9006006087618219, + "TN": 106573096, + "TP": 66277, + "n_pred": 68838, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8843988958339943, + "FN": 15400, + "FP": 2817, + "IoU": 0.7927554862857078, + "TN": 106558787, + "TP": 69684, + "n_pred": 72501, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9550450474252953, + "FN": 10154, + "FP": 3458, + "IoU": 0.9139581041959014, + "TN": 107968726, + "TP": 144590, + "n_pred": 148048, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8228726462756307, + "FN": 7440, + "FP": 24289, + "IoU": 0.699051503367163, + "TN": 108021498, + "TP": 73701, + "n_pred": 97990, + "n_ref": 81141 + }, + "11": { + "Dice": 0.6953812316715543, + "FN": 1140, + "FP": 522, + "IoU": 0.5330148918235459, + "TN": 108123369, + "TP": 1897, + "n_pred": 2419, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7566906670289363, + "FN": 1189, + "FP": 602, + "IoU": 0.6086101398601399, + "TN": 108122352, + "TP": 2785, + "n_pred": 3387, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7569849523088048, + "FN": 22463, + "FP": 12824, + "IoU": 0.6089909802096491, + "TN": 108036682, + "TP": 54959, + "n_pred": 67783, + "n_ref": 77422 + }, + "14": { + "Dice": 0.6251826355088248, + "FN": 5020, + "FP": 36795, + "IoU": 0.45473868141039014, + "TN": 108050240, + "TP": 34873, + "n_pred": 71668, + "n_ref": 39893 + }, + "15": { + "Dice": 0.27142930843242963, + "FN": 6186, + "FP": 106792, + "IoU": 0.15702528670452087, + "TN": 107992905, + "TP": 21045, + "n_pred": 127837, + "n_ref": 27231 + }, + "2": { + "Dice": 0.8942998599209432, + "FN": 32707, + "FP": 4569, + "IoU": 0.8088086701852109, + "TN": 107931961, + "TP": 157691, + "n_pred": 162260, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9125531790213888, + "FN": 5577, + "FP": 31730, + "IoU": 0.8391703956614331, + "TN": 107894962, + "TP": 194659, + "n_pred": 226389, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9194880726029367, + "FN": 4535, + "FP": 504, + "IoU": 0.8509744772720551, + "TN": 108093115, + "TP": 28774, + "n_pred": 29278, + "n_ref": 33309 + }, + "5": { + "Dice": 0.5092095165003837, + "FN": 2550, + "FP": 8, + "IoU": 0.3415701415701416, + "TN": 108123043, + "TP": 1327, + "n_pred": 1335, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9747429044325657, + "FN": 36536, + "FP": 38237, + "IoU": 0.9507302203971472, + "TN": 106609304, + "TP": 1442851, + "n_pred": 1481088, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.8403444599595808, + "FN": 22280, + "FP": 66674, + "IoU": 0.7246500628370138, + "TN": 107803870, + "TP": 234104, + "n_pred": 300778, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9419416060083552, + "FN": 2473, + "FP": 2544, + "IoU": 0.8902548397681286, + "TN": 108081213, + "TP": 40698, + "n_pred": 43242, + "n_ref": 43171 + }, + "9": { + "Dice": 0.8973429550064846, + "FN": 7770, + "FP": 4578, + "IoU": 0.8138005911092345, + "TN": 108060612, + "TP": 53968, + "n_pred": 58546, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.77943439956289, + "FN": 15364, + "FP": 46399, + "IoU": 0.6385846031411652, + "TN": 62399268, + "TP": 109129, + "n_pred": 155528, + "n_ref": 124493 + }, + "10": { + "Dice": 0.7969372787245317, + "FN": 7261, + "FP": 19180, + "IoU": 0.6624237162627991, + "TN": 62491834, + "TP": 51885, + "n_pred": 71065, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6780361757105943, + "FN": 740, + "FP": 506, + "IoU": 0.5129007036747459, + "TN": 62567602, + "TP": 1312, + "n_pred": 1818, + "n_ref": 2052 + }, + "12": { + "Dice": 0.649822695035461, + "FN": 1335, + "FP": 1825, + "IoU": 0.4812869336835194, + "TN": 62564068, + "TP": 2932, + "n_pred": 4757, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7393343704332249, + "FN": 10342, + "FP": 11776, + "IoU": 0.5864634944376929, + "TN": 62516675, + "TP": 31367, + "n_pred": 43143, + "n_ref": 41709 + }, + "14": { + "Dice": 0.6961846530225416, + "FN": 164914, + "FP": 501, + "IoU": 0.5339595477507276, + "TN": 62215223, + "TP": 189522, + "n_pred": 190023, + "n_ref": 354436 + }, + "15": { + "Dice": 0.4836656180396766, + "FN": 42371, + "FP": 62180, + "IoU": 0.3189702903223705, + "TN": 62416641, + "TP": 48968, + "n_pred": 111148, + "n_ref": 91339 + }, + "2": { + "Dice": 0.7771708049582311, + "FN": 56257, + "FP": 7254, + "IoU": 0.6355513984368724, + "TN": 62395894, + "TP": 110755, + "n_pred": 118009, + "n_ref": 167012 + }, + "3": { + "Dice": 0.8567612658378495, + "FN": 5795, + "FP": 59198, + "IoU": 0.7494158833463137, + "TN": 62310794, + "TP": 194373, + "n_pred": 253571, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8764040286815601, + "FN": 2335, + "FP": 3629, + "IoU": 0.7799992622376333, + "TN": 62543051, + "TP": 21145, + "n_pred": 24774, + "n_ref": 23480 + }, + "5": { + "Dice": 0.6531692882728547, + "FN": 3981, + "FP": 473, + "IoU": 0.4849676225716929, + "TN": 62561512, + "TP": 4194, + "n_pred": 4667, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9312968587405643, + "FN": 37696, + "FP": 171793, + "IoU": 0.8714270809039243, + "TN": 60940820, + "TP": 1419851, + "n_pred": 1591644, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8607002140095127, + "FN": 22906, + "FP": 30338, + "IoU": 0.7554642110822789, + "TN": 62352425, + "TP": 164491, + "n_pred": 194829, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8997431034714657, + "FN": 3229, + "FP": 11679, + "IoU": 0.8177572949647324, + "TN": 62488357, + "TP": 66895, + "n_pred": 78574, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8301585992688492, + "FN": 4293, + "FP": 14244, + "IoU": 0.7096334586466165, + "TN": 62506320, + "TP": 45303, + "n_pred": 59547, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8966089970517843, + "FN": 38325, + "FP": 17575, + "IoU": 0.8125940801185452, + "TN": 55082965, + "TP": 242383, + "n_pred": 259958, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8383452400731018, + "FN": 5925, + "FP": 21319, + "IoU": 0.7216819221967964, + "TN": 55283360, + "TP": 70644, + "n_pred": 91963, + "n_ref": 76569 + }, + "11": { + "Dice": 0.6884252243851264, + "FN": 1374, + "FP": 1299, + "IoU": 0.5248844649840029, + "TN": 55375622, + "TP": 2953, + "n_pred": 4252, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7649036306588973, + "FN": 1315, + "FP": 783, + "IoU": 0.6193068408637271, + "TN": 55375737, + "TP": 3413, + "n_pred": 4196, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7233667931241038, + "FN": 15020, + "FP": 15460, + "IoU": 0.5666206935775121, + "TN": 55310917, + "TP": 39851, + "n_pred": 55311, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9295405312963174, + "FN": 5503, + "FP": 8093, + "IoU": 0.868356587496006, + "TN": 55277969, + "TP": 89683, + "n_pred": 97776, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8149016963068306, + "FN": 4486, + "FP": 33389, + "IoU": 0.6876237133808393, + "TN": 55260000, + "TP": 83373, + "n_pred": 116762, + "n_ref": 87859 + }, + "2": { + "Dice": 0.7397766961780933, + "FN": 76966, + "FP": 6332, + "IoU": 0.5870203272186415, + "TN": 55179548, + "TP": 118402, + "n_pred": 124734, + "n_ref": 195368 + }, + "3": { + "Dice": 0.8086549632706083, + "FN": 7096, + "FP": 76570, + "IoU": 0.6787747783720278, + "TN": 55120789, + "TP": 176793, + "n_pred": 253363, + "n_ref": 183889 + }, + "4": { + "Dice": 0.7877351035245772, + "FN": 2425, + "FP": 261, + "IoU": 0.6498044328552803, + "TN": 55373578, + "TP": 4984, + "n_pred": 5245, + "n_ref": 7409 + }, + "5": { + "Dice": 0.6040054060695417, + "FN": 3182, + "FP": 41, + "IoU": 0.4326703045238514, + "TN": 55375567, + "TP": 2458, + "n_pred": 2499, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9507086355408588, + "FN": 58123, + "FP": 91267, + "IoU": 0.9060482795747614, + "TN": 53791176, + "TP": 1440682, + "n_pred": 1531949, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9168210043078431, + "FN": 18081, + "FP": 10438, + "IoU": 0.8464168968878405, + "TN": 55195557, + "TP": 157172, + "n_pred": 167610, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9334888425572322, + "FN": 1831, + "FP": 4613, + "IoU": 0.8752733959159973, + "TN": 55329583, + "TP": 45221, + "n_pred": 49834, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8819645404524149, + "FN": 7638, + "FP": 3946, + "IoU": 0.7888520287266232, + "TN": 55326386, + "TP": 43278, + "n_pred": 47224, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.961617959363112, + "FN": 17506, + "FP": 4146, + "IoU": 0.9260733735083736, + "TN": 110853730, + "TP": 271233, + "n_pred": 275379, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8214187237001427, + "FN": 13757, + "FP": 16035, + "IoU": 0.6969555178061012, + "TN": 111048306, + "TP": 68517, + "n_pred": 84552, + "n_ref": 82274 + }, + "11": { + "Dice": 0.762446327027968, + "FN": 349, + "FP": 1698, + "IoU": 0.6160915228807202, + "TN": 111141283, + "TP": 3285, + "n_pred": 4983, + "n_ref": 3634 + }, + "12": { + "Dice": 0.8146270818247646, + "FN": 854, + "FP": 170, + "IoU": 0.6872327428222358, + "TN": 111143341, + "TP": 2250, + "n_pred": 2420, + "n_ref": 3104 + }, + "13": { + "Dice": 0.685359873511507, + "FN": 17730, + "FP": 23463, + "IoU": 0.5213288866681386, + "TN": 111060558, + "TP": 44864, + "n_pred": 68327, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8468437975968861, + "FN": 3586, + "FP": 9989, + "IoU": 0.7343704138538304, + "TN": 111095510, + "TP": 37530, + "n_pred": 47519, + "n_ref": 41116 + }, + "15": { + "Dice": 0.23211374493731646, + "FN": 4933, + "FP": 130248, + "IoU": 0.13129450170937973, + "TN": 110991003, + "TP": 20431, + "n_pred": 150679, + "n_ref": 25364 + }, + "2": { + "Dice": 0.8717768269339038, + "FN": 32011, + "FP": 4429, + "IoU": 0.7726989196337234, + "TN": 110986299, + "TP": 123876, + "n_pred": 128305, + "n_ref": 155887 + }, + "3": { + "Dice": 0.8986216167412371, + "FN": 20620, + "FP": 29908, + "IoU": 0.8159063500796082, + "TN": 110872146, + "TP": 223941, + "n_pred": 253849, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8834609494640122, + "FN": 1531, + "FP": 3035, + "IoU": 0.791249485667261, + "TN": 111124742, + "TP": 17307, + "n_pred": 20342, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8432432432432433, + "FN": 945, + "FP": 476, + "IoU": 0.7289719626168224, + "TN": 111141372, + "TP": 3822, + "n_pred": 4298, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9769306246890342, + "FN": 20641, + "FP": 54148, + "IoU": 0.954901640362456, + "TN": 109488262, + "TP": 1583564, + "n_pred": 1637712, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.36303291020571715, + "FN": 282664, + "FP": 54340, + "IoU": 0.22177166081655275, + "TN": 110713575, + "TP": 96036, + "n_pred": 150376, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9287713302127448, + "FN": 5547, + "FP": 5957, + "IoU": 0.8670150047395556, + "TN": 111060109, + "TP": 75002, + "n_pred": 80959, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8990895933516971, + "FN": 7710, + "FP": 3097, + "IoU": 0.8166782582144493, + "TN": 111087664, + "TP": 48144, + "n_pred": 51241, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.966530134874085, + "FN": 8812, + "FP": 4581, + "IoU": 0.9352281740274312, + "TN": 96914253, + "TP": 193379, + "n_pred": 197960, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8630565649266094, + "FN": 11104, + "FP": 8983, + "IoU": 0.7591024657008539, + "TN": 97037641, + "TP": 63297, + "n_pred": 72280, + "n_ref": 74401 + }, + "11": { + "Dice": 0.6551724137931034, + "FN": 1366, + "FP": 1314, + "IoU": 0.48717948717948717, + "TN": 97115799, + "TP": 2546, + "n_pred": 3860, + "n_ref": 3912 + }, + "12": { + "Dice": 0.5988352928249643, + "FN": 2558, + "FP": 1093, + "IoU": 0.42738393977415307, + "TN": 97114649, + "TP": 2725, + "n_pred": 3818, + "n_ref": 5283 + }, + "13": { + "Dice": 0.7915981110707494, + "FN": 14325, + "FP": 5181, + "IoU": 0.6550785118121375, + "TN": 97064473, + "TP": 37046, + "n_pred": 42227, + "n_ref": 51371 + }, + "14": { + "Dice": 0.889485671825025, + "FN": 23178, + "FP": 4188, + "IoU": 0.8009673079021056, + "TN": 96983530, + "TP": 110129, + "n_pred": 114317, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8546258526719912, + "FN": 6169, + "FP": 15036, + "IoU": 0.746154306578081, + "TN": 97037490, + "TP": 62330, + "n_pred": 77366, + "n_ref": 68499 + }, + "2": { + "Dice": 0.6767714897616443, + "FN": 79545, + "FP": 4369, + "IoU": 0.5114547370504707, + "TN": 96949262, + "TP": 87849, + "n_pred": 92218, + "n_ref": 167394 + }, + "3": { + "Dice": 0.8114875986151314, + "FN": 5380, + "FP": 94262, + "IoU": 0.68277587820672, + "TN": 96806919, + "TP": 214464, + "n_pred": 308726, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8962173741473589, + "FN": 1335, + "FP": 2347, + "IoU": 0.8119509703779366, + "TN": 97101445, + "TP": 15898, + "n_pred": 18245, + "n_ref": 17233 + }, + "5": { + "Dice": 0.7281158865994167, + "FN": 4843, + "FP": 844, + "IoU": 0.5724703052172606, + "TN": 97107723, + "TP": 7615, + "n_pred": 8459, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9225413196628935, + "FN": 31122, + "FP": 230261, + "IoU": 0.8562196736623406, + "TN": 95303092, + "TP": 1556550, + "n_pred": 1786811, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.8850345582067368, + "FN": 49281, + "FP": 22809, + "IoU": 0.7937775692700259, + "TN": 96771451, + "TP": 277484, + "n_pred": 300293, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9521602067443299, + "FN": 5419, + "FP": 4096, + "IoU": 0.9086887259606157, + "TN": 97016821, + "TP": 94689, + "n_pred": 98785, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9251308705353577, + "FN": 8584, + "FP": 5475, + "IoU": 0.8606916369401506, + "TN": 97020105, + "TP": 86861, + "n_pred": 92336, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9552002350151606, + "FN": 15050, + "FP": 2030, + "IoU": 0.9142423907695089, + "TN": 78857239, + "TP": 182086, + "n_pred": 184116, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8228761128715859, + "FN": 11214, + "FP": 24000, + "IoU": 0.6990565070249205, + "TN": 78939393, + "TP": 81798, + "n_pred": 105798, + "n_ref": 93012 + }, + "11": { + "Dice": 0.6818928688793954, + "FN": 934, + "FP": 1002, + "IoU": 0.5173273497880828, + "TN": 79052394, + "TP": 2075, + "n_pred": 3077, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5171582266740864, + "FN": 1610, + "FP": 993, + "IoU": 0.3487615711783838, + "TN": 79052408, + "TP": 1394, + "n_pred": 2387, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7058901138771841, + "FN": 22673, + "FP": 12994, + "IoU": 0.5454638137353605, + "TN": 78977936, + "TP": 42802, + "n_pred": 55796, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5725039619651348, + "FN": 8978, + "FP": 34182, + "IoU": 0.40105467665834027, + "TN": 78984345, + "TP": 28900, + "n_pred": 63082, + "n_ref": 37878 + }, + "15": { + "Dice": 0.35482280116998843, + "FN": 17667, + "FP": 58211, + "IoU": 0.21567451908665228, + "TN": 78959662, + "TP": 20865, + "n_pred": 79076, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9278978825806621, + "FN": 6325, + "FP": 10214, + "IoU": 0.865493937102008, + "TN": 78933444, + "TP": 106422, + "n_pred": 116636, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9294574956316274, + "FN": 8878, + "FP": 8199, + "IoU": 0.8682116701008651, + "TN": 78926826, + "TP": 112502, + "n_pred": 120701, + "n_ref": 121380 + }, + "4": { + "Dice": 0.7805006241377045, + "FN": 2542, + "FP": 799, + "IoU": 0.6400172395216033, + "TN": 79047124, + "TP": 5940, + "n_pred": 6739, + "n_ref": 8482 + }, + "5": { + "Dice": 0.7366822429906542, + "FN": 1805, + "FP": 449, + "IoU": 0.5831329757721472, + "TN": 79050998, + "TP": 3153, + "n_pred": 3602, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9725457283731036, + "FN": 35855, + "FP": 36570, + "IoU": 0.9465586500829383, + "TN": 77701181, + "TP": 1282799, + "n_pred": 1319369, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.8012233412916558, + "FN": 154483, + "FP": 4039, + "IoU": 0.6683674856957563, + "TN": 78578400, + "TP": 319483, + "n_pred": 323522, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9124489487218272, + "FN": 1366, + "FP": 4422, + "IoU": 0.8389941305738685, + "TN": 79020456, + "TP": 30161, + "n_pred": 34583, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9180655563094118, + "FN": 8370, + "FP": 2861, + "IoU": 0.8485408350415363, + "TN": 78982253, + "TP": 62921, + "n_pred": 65782, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9486412756148624, + "FN": 9129, + "FP": 15157, + "IoU": 0.90230028401548, + "TN": 122463362, + "TP": 224292, + "n_pred": 239449, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8060636495952743, + "FN": 15694, + "FP": 29876, + "IoU": 0.6751311737196304, + "TN": 122571668, + "TP": 94702, + "n_pred": 124578, + "n_ref": 110396 + }, + "11": { + "Dice": 0.15379176241824288, + "FN": 3747, + "FP": 1040, + "IoU": 0.08330141708157794, + "TN": 122706718, + "TP": 435, + "n_pred": 1475, + "n_ref": 4182 + }, + "12": { + "Dice": 0.31721393034825873, + "FN": 4696, + "FP": 2166, + "IoU": 0.18850520340586566, + "TN": 122703484, + "TP": 1594, + "n_pred": 3760, + "n_ref": 6290 + }, + "13": { + "Dice": 0.4216555885755768, + "FN": 35213, + "FP": 15775, + "IoU": 0.2671505569529285, + "TN": 122642365, + "TP": 18587, + "n_pred": 34362, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8551618640731002, + "FN": 13218, + "FP": 18785, + "IoU": 0.746971853257432, + "TN": 122585460, + "TP": 94477, + "n_pred": 113262, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8395061728395061, + "FN": 5937, + "FP": 11327, + "IoU": 0.723404255319149, + "TN": 122649524, + "TP": 45152, + "n_pred": 56479, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6528876496257243, + "FN": 69389, + "FP": 2440, + "IoU": 0.4846571627409762, + "TN": 122572559, + "TP": 67552, + "n_pred": 69992, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7482209455739204, + "FN": 1834, + "FP": 95110, + "IoU": 0.5977260467239305, + "TN": 122470950, + "TP": 144046, + "n_pred": 239156, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7413780953588995, + "FN": 12872, + "FP": 23828, + "IoU": 0.5890395619408083, + "TN": 122622637, + "TP": 52603, + "n_pred": 76431, + "n_ref": 65475 + }, + "5": { + "Dice": 0.6101565190769584, + "FN": 9237, + "FP": 950, + "IoU": 0.4390109587532353, + "TN": 122693781, + "TP": 7972, + "n_pred": 8922, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9263994836659387, + "FN": 32893, + "FP": 233722, + "IoU": 0.8628903112204545, + "TN": 120767402, + "TP": 1677923, + "n_pred": 1911645, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.6072132943019243, + "FN": 189225, + "FP": 298512, + "IoU": 0.4359700532879399, + "TN": 121847204, + "TP": 376999, + "n_pred": 675511, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8868734005720307, + "FN": 6837, + "FP": 26229, + "IoU": 0.7967408208803841, + "TN": 122549261, + "TP": 129613, + "n_pred": 155842, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8667853579324243, + "FN": 8290, + "FP": 12137, + "IoU": 0.7648907150996167, + "TN": 122625057, + "TP": 66456, + "n_pred": 78593, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_001/summary_cross_val.json b/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_001/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..c60fffa2ed6a64348bf6091fe2dcc28728808f92 --- /dev/null +++ b/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_001/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.5393733783933274, + "FN": 1564.542222222222, + "FP": 1299.4799999999998, + "IoU": 0.46326308916181375, + "TN": 856308.2933333332, + "TP": 5305.551111111111, + "n_pred": 6605.031111111112, + "n_ref": 6870.093333333332 + }, + "mean": { + "1": { + "Dice": 0.38548283996737653, + "FN": 4385.233333333334, + "FP": 555.9666666666667, + "IoU": 0.3412882532836485, + "TN": 856417.0333333333, + "TP": 3119.633333333333, + "n_pred": 3675.6, + "n_ref": 7504.866666666667 + }, + "10": { + "Dice": 0.5684101944027935, + "FN": 1215.1666666666667, + "FP": 1066.2333333333333, + "IoU": 0.4822766508071141, + "TN": 859042.2, + "TP": 3154.266666666667, + "n_pred": 4220.5, + "n_ref": 4369.433333333333 + }, + "11": { + "Dice": 0.5090245853564921, + "FN": 99.7, + "FP": 98.9, + "IoU": 0.3803346674432884, + "TN": 864063.0666666667, + "TP": 216.2, + "n_pred": 315.1, + "n_ref": 315.9 + }, + "12": { + "Dice": 0.3442511979907755, + "FN": 129.1, + "FP": 75.0, + "IoU": 0.263429295758687, + "TN": 864090.9666666667, + "TP": 182.8, + "n_pred": 257.8, + "n_ref": 311.9 + }, + "13": { + "Dice": 0.4695366510379441, + "FN": 1751.0, + "FP": 787.5, + "IoU": 0.3723957110861865, + "TN": 859870.6666666666, + "TP": 2068.7, + "n_pred": 2856.2, + "n_ref": 3819.7 + }, + "14": { + "Dice": 0.5322150086689099, + "FN": 3366.7, + "FP": 785.0333333333333, + "IoU": 0.4479445014929655, + "TN": 855787.5666666667, + "TP": 4538.566666666667, + "n_pred": 5323.6, + "n_ref": 7905.266666666666 + }, + "15": { + "Dice": 0.45565538451376647, + "FN": 1922.5666666666666, + "FP": 1136.1, + "IoU": 0.37935785755059553, + "TN": 855751.3, + "TP": 5667.9, + "n_pred": 6804.0, + "n_ref": 7590.466666666666 + }, + "2": { + "Dice": 0.6210672427597299, + "FN": 1401.0333333333333, + "FP": 1208.8333333333333, + "IoU": 0.5521737277934862, + "TN": 858757.1, + "TP": 3110.9, + "n_pred": 4319.733333333334, + "n_ref": 4511.933333333333 + }, + "3": { + "Dice": 0.5458964487437525, + "FN": 1418.0666666666666, + "FP": 1723.5333333333333, + "IoU": 0.4954143684880922, + "TN": 856296.0, + "TP": 5040.266666666666, + "n_pred": 6763.8, + "n_ref": 6458.333333333333 + }, + "4": { + "Dice": 0.3152327261933646, + "FN": 1166.4333333333334, + "FP": 529.1333333333333, + "IoU": 0.2707773330344574, + "TN": 861431.1, + "TP": 1351.2, + "n_pred": 1880.3333333333333, + "n_ref": 2517.633333333333 + }, + "5": { + "Dice": 0.6427768004184375, + "FN": 223.76666666666668, + "FP": 271.96666666666664, + "IoU": 0.5259116837465736, + "TN": 863019.1666666666, + "TP": 962.9666666666667, + "n_pred": 1234.9333333333334, + "n_ref": 1186.7333333333333 + }, + "6": { + "Dice": 0.703103890761711, + "FN": 1653.8333333333333, + "FP": 7581.366666666667, + "IoU": 0.6416113589880781, + "TN": 823420.7333333333, + "TP": 31821.933333333334, + "n_pred": 39403.3, + "n_ref": 33475.76666666667 + }, + "7": { + "Dice": 0.43664088488902797, + "FN": 2376.133333333333, + "FP": 2848.9333333333334, + "IoU": 0.36995637971493245, + "TN": 851021.8, + "TP": 8231.0, + "n_pred": 11079.933333333332, + "n_ref": 10607.133333333333 + }, + "8": { + "Dice": 0.8559902720199093, + "FN": 1517.4333333333334, + "FP": 484.3, + "IoU": 0.7961245718492721, + "TN": 855957.7333333333, + "TP": 6518.4, + "n_pred": 7002.7, + "n_ref": 8035.833333333333 + }, + "9": { + "Dice": 0.7053165481759214, + "FN": 841.9666666666667, + "FP": 339.4, + "IoU": 0.6299499763898295, + "TN": 859697.9666666667, + "TP": 3598.5333333333333, + "n_pred": 3937.9333333333334, + "n_ref": 4440.5 + } + }, + "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": 0.8498596819457437, + "FN": 216, + "FP": 426, + "IoU": 0.7389182594550631, + "TN": 873701, + "TP": 1817, + "n_pred": 2243, + "n_ref": 2033 + }, + "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": 0.9767197425450431, + "FN": 8304, + "FP": 3878, + "IoU": 0.954498765542769, + "TN": 608431, + "TP": 255547, + "n_pred": 259425, + "n_ref": 263851 + }, + "7": { + "Dice": 0.2109704641350211, + "FN": 71, + "FP": 116, + "IoU": 0.1179245283018868, + "TN": 875948, + "TP": 25, + "n_pred": 141, + "n_ref": 96 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.75177304964539, + "FN": 20, + "FP": 15, + "IoU": 0.6022727272727273, + "TN": 700840, + "TP": 53, + "n_pred": 68, + "n_ref": 73 + }, + "10": { + "Dice": 0.849478390461997, + "FN": 218, + "FP": 186, + "IoU": 0.7383419689119171, + "TN": 699384, + "TP": 1140, + "n_pred": 1326, + "n_ref": 1358 + }, + "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": 17, + "IoU": 0.0, + "TN": 700911, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.768157146549496, + "FN": 86, + "FP": 811, + "IoU": 0.6235837180025179, + "TN": 698545, + "TP": 1486, + "n_pred": 2297, + "n_ref": 1572 + }, + "15": { + "Dice": 0.853378274858281, + "FN": 5436, + "FP": 5091, + "IoU": 0.7442544094067344, + "TN": 659766, + "TP": 30635, + "n_pred": 35726, + "n_ref": 36071 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8884892086330936, + "FN": 118, + "FP": 6, + "IoU": 0.7993527508090615, + "TN": 700310, + "TP": 494, + "n_pred": 500, + "n_ref": 612 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 444, + "IoU": 0.0, + "TN": 700484, + "TP": 0, + "n_pred": 444, + "n_ref": 0 + }, + "5": { + "Dice": 0.7058733440539092, + "FN": 1973, + "FP": 1868, + "IoU": 0.5454437869822485, + "TN": 692478, + "TP": 4609, + "n_pred": 6477, + "n_ref": 6582 + }, + "6": { + "Dice": 0.777022909378174, + "FN": 3192, + "FP": 6687, + "IoU": 0.6353536099217482, + "TN": 673836, + "TP": 17213, + "n_pred": 23900, + "n_ref": 20405 + }, + "7": { + "Dice": 0.8182975627500909, + "FN": 629, + "FP": 1369, + "IoU": 0.692473449284285, + "TN": 694431, + "TP": 4499, + "n_pred": 5868, + "n_ref": 5128 + }, + "8": { + "Dice": 0.9424130716349507, + "FN": 675, + "FP": 1637, + "IoU": 0.8910975035327366, + "TN": 679698, + "TP": 18918, + "n_pred": 20555, + "n_ref": 19593 + }, + "9": { + "Dice": 0.8703486094790442, + "FN": 221, + "FP": 110, + "IoU": 0.7704576976421637, + "TN": 699486, + "TP": 1111, + "n_pred": 1221, + "n_ref": 1332 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.0, + "FN": 0, + "FP": 122, + "IoU": 0.0, + "TN": 876038, + "TP": 0, + "n_pred": 122, + "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": 0.1933478956020447, + "FN": 35800, + "FP": 21, + "IoU": 0.1070199930198933, + "TN": 836046, + "TP": 4293, + "n_pred": 4314, + "n_ref": 40093 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.0, + "FN": 0, + "FP": 2104, + "IoU": 0.0, + "TN": 698824, + "TP": 0, + "n_pred": 2104, + "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": 0.3303182214472537, + "FN": 4939, + "FP": 7351, + "IoU": 0.19783303961882384, + "TN": 685607, + "TP": 3031, + "n_pred": 10382, + "n_ref": 7970 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "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": 2668, + "IoU": 0.0, + "TN": 698260, + "TP": 0, + "n_pred": 2668, + "n_ref": 0 + }, + "8": { + "Dice": 0.9467201694254027, + "FN": 833, + "FP": 1079, + "IoU": 0.8988306259590455, + "TN": 682029, + "TP": 16987, + "n_pred": 18066, + "n_ref": 17820 + }, + "9": { + "Dice": 0.05365126676602087, + "FN": 166, + "FP": 469, + "IoU": 0.027565084226646247, + "TN": 700275, + "TP": 18, + "n_pred": 487, + "n_ref": 184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.8600223964165733, + "FN": 925, + "FP": 75, + "IoU": 0.7544204322200393, + "TN": 696856, + "TP": 3072, + "n_pred": 3147, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 0.8513868279876726, + "FN": 2127, + "FP": 477, + "IoU": 0.7412302494285998, + "TN": 1216561, + "TP": 7459, + "n_pred": 7936, + "n_ref": 9586 + }, + "11": { + "Dice": 0.7598597721297108, + "FN": 736, + "FP": 360, + "IoU": 0.6127208480565371, + "TN": 1223794, + "TP": 1734, + "n_pred": 2094, + "n_ref": 2470 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8043969465648855, + "FN": 826, + "FP": 5580, + "IoU": 0.6727959955051589, + "TN": 1207046, + "TP": 13172, + "n_pred": 18752, + "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": 0.8908706166868199, + "FN": 565, + "FP": 157, + "IoU": 0.8032161351866993, + "TN": 1222955, + "TP": 2947, + "n_pred": 3104, + "n_ref": 3512 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 300, + "IoU": 0.0, + "TN": 1226324, + "TP": 0, + "n_pred": 300, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2078, + "IoU": 0.0, + "TN": 1224546, + "TP": 0, + "n_pred": 2078, + "n_ref": 0 + }, + "5": { + "Dice": 0.8243208279430789, + "FN": 3095, + "FP": 1658, + "IoU": 0.7011443661971831, + "TN": 1210720, + "TP": 11151, + "n_pred": 12809, + "n_ref": 14246 + }, + "6": { + "Dice": 0.891526528733869, + "FN": 4430, + "FP": 6884, + "IoU": 0.8042831442014946, + "TN": 1168816, + "TP": 46494, + "n_pred": 53378, + "n_ref": 50924 + }, + "7": { + "Dice": 0.8172510646008879, + "FN": 2262, + "FP": 1772, + "IoU": 0.6909759460701701, + "TN": 1213570, + "TP": 9020, + "n_pred": 10792, + "n_ref": 11282 + }, + "8": { + "Dice": 0.942016302850568, + "FN": 3910, + "FP": 3246, + "IoU": 0.8903882974649613, + "TN": 1161339, + "TP": 58129, + "n_pred": 61375, + "n_ref": 62039 + }, + "9": { + "Dice": 0.7826063264583276, + "FN": 9551, + "FP": 6407, + "IoU": 0.642853945660445, + "TN": 1181942, + "TP": 28724, + "n_pred": 35131, + "n_ref": 38275 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 10510, + "IoU": 0.0, + "TN": 690418, + "TP": 0, + "n_pred": 10510, + "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": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 700916, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "7": { + "Dice": 0.5327038435903133, + "FN": 41737, + "FP": 329, + "IoU": 0.3630513453356147, + "TN": 634885, + "TP": 23977, + "n_pred": 24306, + "n_ref": 65714 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 119, + "IoU": 0.0, + "TN": 876041, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8047517626321974, + "FN": 19899, + "FP": 1369, + "IoU": 0.6732925742726351, + "TN": 811062, + "TP": 43830, + "n_pred": 45199, + "n_ref": 63729 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 16878, + "IoU": 0.0, + "TN": 859282, + "TP": 0, + "n_pred": 16878, + "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": 0.9348535619478654, + "FN": 1080, + "FP": 417, + "IoU": 0.8776760908645204, + "TN": 863922, + "TP": 10741, + "n_pred": 11158, + "n_ref": 11821 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 876120, + "TP": 0, + "n_pred": 40, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.948540910566227, + "FN": 1078, + "FP": 2410, + "IoU": 0.9021187035218184, + "TN": 840525, + "TP": 32147, + "n_pred": 34557, + "n_ref": 33225 + }, + "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": 0.886935905820798, + "FN": 4752, + "FP": 780, + "IoU": 0.7968417186926184, + "TN": 848930, + "TP": 21698, + "n_pred": 22478, + "n_ref": 26450 + }, + "15": { + "Dice": 0.8222523744911805, + "FN": 6792, + "FP": 2902, + "IoU": 0.6981566820276498, + "TN": 844044, + "TP": 22422, + "n_pred": 25324, + "n_ref": 29214 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 876137, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "3": { + "Dice": 0.9549056603773585, + "FN": 350, + "FP": 606, + "IoU": 0.913702834446651, + "TN": 865082, + "TP": 10122, + "n_pred": 10728, + "n_ref": 10472 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.964120515064383, + "FN": 1132, + "FP": 16, + "IoU": 0.9307265266714941, + "TN": 684356, + "TP": 15424, + "n_pred": 15440, + "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": 0.7131782945736435, + "FN": 13, + "FP": 24, + "IoU": 0.5542168674698795, + "TN": 700845, + "TP": 46, + "n_pred": 70, + "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": 0.9714874576850379, + "FN": 3466, + "FP": 1874, + "IoU": 0.9445557712873651, + "TN": 604615, + "TP": 90973, + "n_pred": 92847, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5333333333333333, + "FN": 4, + "FP": 3, + "IoU": 0.36363636363636365, + "TN": 1051381, + "TP": 4, + "n_pred": 7, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3300653594771242, + "FN": 21, + "FP": 799, + "IoU": 0.19765166340508805, + "TN": 1050370, + "TP": 202, + "n_pred": 1001, + "n_ref": 223 + }, + "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": 0.7262357414448669, + "FN": 16, + "FP": 128, + "IoU": 0.5701492537313433, + "TN": 1051057, + "TP": 191, + "n_pred": 319, + "n_ref": 207 + }, + "6": { + "Dice": 0.96748877750688, + "FN": 1162, + "FP": 5052, + "IoU": 0.9370249508482478, + "TN": 952718, + "TP": 92460, + "n_pred": 97512, + "n_ref": 93622 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7795741673292693, + "FN": 2444, + "FP": 2546, + "IoU": 0.6387722600260605, + "TN": 1037578, + "TP": 8824, + "n_pred": 11370, + "n_ref": 11268 + }, + "9": { + "Dice": 0.794857403444768, + "FN": 11468, + "FP": 228, + "IoU": 0.6595546499781691, + "TN": 1017037, + "TP": 22659, + "n_pred": 22887, + "n_ref": 34127 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.7216369529983793, + "FN": 588, + "FP": 2160, + "IoU": 0.564500792393027, + "TN": 694618, + "TP": 3562, + "n_pred": 5722, + "n_ref": 4150 + }, + "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": 0.9622749271049388, + "FN": 97, + "FP": 1158, + "IoU": 0.9272927408609003, + "TN": 683667, + "TP": 16006, + "n_pred": 17164, + "n_ref": 16103 + }, + "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": 0.9718227814393183, + "FN": 2814, + "FP": 572, + "IoU": 0.9451899574275215, + "TN": 639151, + "TP": 58391, + "n_pred": 58963, + "n_ref": 61205 + }, + "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": 0.9439522403226318, + "FN": 1120, + "FP": 645, + "IoU": 0.8938537406783739, + "TN": 684300, + "TP": 14863, + "n_pred": 15508, + "n_ref": 15983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.1875598086124402, + "FN": 2487, + "FP": 60, + "IoU": 0.10348468848996832, + "TN": 698087, + "TP": 294, + "n_pred": 354, + "n_ref": 2781 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.15384615384615385, + "FN": 55, + "FP": 0, + "IoU": 0.08333333333333333, + "TN": 876100, + "TP": 5, + "n_pred": 5, + "n_ref": 60 + }, + "10": { + "Dice": 0.8570925641863857, + "FN": 5200, + "FP": 483, + "IoU": 0.7499229922992299, + "TN": 853435, + "TP": 17042, + "n_pred": 17525, + "n_ref": 22242 + }, + "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": 0.7418397626112759, + "FN": 11450, + "FP": 991, + "IoU": 0.589622641509434, + "TN": 845844, + "TP": 17875, + "n_pred": 18866, + "n_ref": 29325 + }, + "14": { + "Dice": 0.8798903772476859, + "FN": 3028, + "FP": 1267, + "IoU": 0.7855395216457782, + "TN": 856133, + "TP": 15732, + "n_pred": 16999, + "n_ref": 18760 + }, + "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": 8, + "IoU": 0.0, + "TN": 876152, + "TP": 0, + "n_pred": 8, + "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": 0.23738333195671926, + "FN": 6316, + "FP": 2917, + "IoU": 0.13467666354264293, + "TN": 865490, + "TP": 1437, + "n_pred": 4354, + "n_ref": 7753 + }, + "7": { + "Dice": 0.9342258875220695, + "FN": 738, + "FP": 10699, + "IoU": 0.876570256853011, + "TN": 783500, + "TP": 81223, + "n_pred": 91922, + "n_ref": 81961 + }, + "8": { + "Dice": 0.9398663697104677, + "FN": 12, + "FP": 15, + "IoU": 0.8865546218487395, + "TN": 875922, + "TP": 211, + "n_pred": 226, + "n_ref": 223 + }, + "9": { + "Dice": 0.8873108098414748, + "FN": 1456, + "FP": 115, + "IoU": 0.7974471376998453, + "TN": 868404, + "TP": 6185, + "n_pred": 6300, + "n_ref": 7641 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 127101, + "FP": 852, + "IoU": 0.0, + "TN": 748207, + "TP": 0, + "n_pred": 852, + "n_ref": 127101 + }, + "10": { + "Dice": 0.9149463253509497, + "FN": 186, + "FP": 20, + "IoU": 0.8432267884322678, + "TN": 874846, + "TP": 1108, + "n_pred": 1128, + "n_ref": 1294 + }, + "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": 0.8874027569264364, + "FN": 503, + "FP": 322, + "IoU": 0.7975956820412169, + "TN": 872084, + "TP": 3251, + "n_pred": 3573, + "n_ref": 3754 + }, + "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": 0.9480241386022971, + "FN": 653, + "FP": 148, + "IoU": 0.9011843079200592, + "TN": 868054, + "TP": 7305, + "n_pred": 7453, + "n_ref": 7958 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3900967690196568, + "FN": 3764, + "FP": 133130, + "IoU": 0.2423106939055642, + "TN": 695487, + "TP": 43779, + "n_pred": 176909, + "n_ref": 47543 + }, + "7": { + "Dice": 0.8978193146417446, + "FN": 876, + "FP": 6668, + "IoU": 0.814584511023177, + "TN": 835473, + "TP": 33143, + "n_pred": 39811, + "n_ref": 34019 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.0, + "FN": 0, + "FP": 7331, + "IoU": 0.0, + "TN": 868829, + "TP": 0, + "n_pred": 7331, + "n_ref": 0 + }, + "11": { + "Dice": 0.5302928683210373, + "FN": 1657, + "FP": 444, + "IoU": 0.36081533313051417, + "TN": 872873, + "TP": 1186, + "n_pred": 1630, + "n_ref": 2843 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 729, + "IoU": 0.0, + "TN": 875431, + "TP": 0, + "n_pred": 729, + "n_ref": 0 + }, + "13": { + "Dice": 0.8260777683854607, + "FN": 559, + "FP": 2733, + "IoU": 0.7036903690369037, + "TN": 865050, + "TP": 7818, + "n_pred": 10551, + "n_ref": 8377 + }, + "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": 0.9590568898889595, + "FN": 262, + "FP": 575, + "IoU": 0.9213345864661654, + "TN": 865520, + "TP": 9803, + "n_pred": 10378, + "n_ref": 10065 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.3245372915521349, + "FN": 5942, + "FP": 8802, + "IoU": 0.19370009843596195, + "TN": 857874, + "TP": 3542, + "n_pred": 12344, + "n_ref": 9484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.972860027672862, + "FN": 1519, + "FP": 4287, + "IoU": 0.9471542865464607, + "TN": 766293, + "TP": 104061, + "n_pred": 108348, + "n_ref": 105580 + }, + "7": { + "Dice": 0.0005021340697966357, + "FN": 29, + "FP": 3952, + "IoU": 0.00025113008538422905, + "TN": 872178, + "TP": 1, + "n_pred": 3953, + "n_ref": 30 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9662408436250398, + "FN": 632, + "FP": 1276, + "IoU": 0.934686612124739, + "TN": 846947, + "TP": 27305, + "n_pred": 28581, + "n_ref": 27937 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.015173410404624277, + "FN": 5452, + "FP": 0, + "IoU": 0.007644703312704768, + "TN": 695434, + "TP": 42, + "n_pred": 42, + "n_ref": 5494 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 184, + "IoU": 0.0, + "TN": 700744, + "TP": 0, + "n_pred": 184, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4510, + "IoU": 0.0, + "TN": 696418, + "TP": 0, + "n_pred": 4510, + "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": 0.6094333220223956, + "FN": 1110, + "FP": 41, + "IoU": 0.43826256710590533, + "TN": 698879, + "TP": 898, + "n_pred": 939, + "n_ref": 2008 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9793006165103875, + "FN": 1674, + "FP": 1613, + "IoU": 0.9594407837911206, + "TN": 619886, + "TP": 77755, + "n_pred": 79368, + "n_ref": 79429 + }, + "7": { + "Dice": 0.02466181061394381, + "FN": 11, + "FP": 18735, + "IoU": 0.012484854870146974, + "TN": 681945, + "TP": 237, + "n_pred": 18972, + "n_ref": 248 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.926829268292683, + "FN": 9, + "FP": 3, + "IoU": 0.8636363636363636, + "TN": 700840, + "TP": 76, + "n_pred": 79, + "n_ref": 85 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.004380201489268506, + "FN": 1680, + "FP": 593, + "IoU": 0.0021949078138718174, + "TN": 1049114, + "TP": 5, + "n_pred": 598, + "n_ref": 1685 + }, + "10": { + "Dice": 0.5050605909317841, + "FN": 10162, + "FP": 743, + "IoU": 0.337846863804724, + "TN": 1034923, + "TP": 5564, + "n_pred": 6307, + "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": 11, + "IoU": 0.0, + "TN": 1050914, + "TP": 0, + "n_pred": 11, + "n_ref": 467 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.008577916070978051, + "FN": 47156, + "FP": 0, + "IoU": 0.004307432432432433, + "TN": 1004032, + "TP": 204, + "n_pred": 204, + "n_ref": 47360 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8298538622129437, + "FN": 1, + "FP": 977, + "IoU": 0.7091882247992863, + "TN": 1048029, + "TP": 2385, + "n_pred": 3362, + "n_ref": 2386 + }, + "3": { + "Dice": 0.7673119003534759, + "FN": 4498, + "FP": 9326, + "IoU": 0.6224704372286096, + "TN": 1014775, + "TP": 22793, + "n_pred": 32119, + "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": 0.23233908948194662, + "FN": 44, + "FP": 445, + "IoU": 0.13143872113676733, + "TN": 1050829, + "TP": 74, + "n_pred": 519, + "n_ref": 118 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1918, + "IoU": 0.0, + "TN": 1049474, + "TP": 0, + "n_pred": 1918, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 22, + "FP": 0, + "IoU": 0.0, + "TN": 876138, + "TP": 0, + "n_pred": 0, + "n_ref": 22 + }, + "10": { + "Dice": 0.8598821014445812, + "FN": 802, + "FP": 1361, + "IoU": 0.7542045454545454, + "TN": 867360, + "TP": 6637, + "n_pred": 7998, + "n_ref": 7439 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7370091233637446, + "FN": 1440, + "FP": 549, + "IoU": 0.5835427135678392, + "TN": 871384, + "TP": 2787, + "n_pred": 3336, + "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": 0.865323435843054, + "FN": 125, + "FP": 2, + "IoU": 0.7626168224299066, + "TN": 875625, + "TP": 408, + "n_pred": 410, + "n_ref": 533 + }, + "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": 0.9338842975206612, + "FN": 70, + "FP": 42, + "IoU": 0.875968992248062, + "TN": 875257, + "TP": 791, + "n_pred": 833, + "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": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 876157, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9564862104187947, + "FN": 184, + "FP": 242, + "IoU": 0.9166014095536413, + "TN": 871052, + "TP": 4682, + "n_pred": 4924, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8975877819012276, + "FN": 1235, + "FP": 1635, + "IoU": 0.8142034051919467, + "TN": 860713, + "TP": 12577, + "n_pred": 14212, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6911147600802773, + "FN": 1372, + "FP": 321, + "IoU": 0.5280178422079732, + "TN": 872573, + "TP": 1894, + "n_pred": 2215, + "n_ref": 3266 + }, + "13": { + "Dice": 0.0, + "FN": 67, + "FP": 130, + "IoU": 0.0, + "TN": 875963, + "TP": 0, + "n_pred": 130, + "n_ref": 67 + }, + "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": 0.9533050035616909, + "FN": 197, + "FP": 1704, + "IoU": 0.9107763071435276, + "TN": 854854, + "TP": 19405, + "n_pred": 21109, + "n_ref": 19602 + }, + "4": { + "Dice": 0.9473440879745059, + "FN": 2070, + "FP": 1119, + "IoU": 0.8999560798092608, + "TN": 844284, + "TP": 28687, + "n_pred": 29806, + "n_ref": 30757 + }, + "5": { + "Dice": 0.8469129680138855, + "FN": 802, + "FP": 2285, + "IoU": 0.7344744538104249, + "TN": 864534, + "TP": 8539, + "n_pred": 10824, + "n_ref": 9341 + }, + "6": { + "Dice": 0.9643191367755956, + "FN": 3824, + "FP": 1857, + "IoU": 0.9310967992334656, + "TN": 793711, + "TP": 76768, + "n_pred": 78625, + "n_ref": 80592 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9661568082147823, + "FN": 747, + "FP": 2417, + "IoU": 0.9345293521220022, + "TN": 827833, + "TP": 45163, + "n_pred": 47580, + "n_ref": 45910 + }, + "9": { + "Dice": 0.8151382823871907, + "FN": 118, + "FP": 9, + "IoU": 0.687960687960688, + "TN": 875753, + "TP": 280, + "n_pred": 289, + "n_ref": 398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.8107556400239327, + "FN": 2619, + "FP": 2758, + "IoU": 0.6817401598105949, + "TN": 859265, + "TP": 11518, + "n_pred": 14276, + "n_ref": 14137 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.612707405908539, + "FN": 373, + "FP": 584, + "IoU": 0.44165694282380397, + "TN": 874446, + "TP": 757, + "n_pred": 1341, + "n_ref": 1130 + }, + "13": { + "Dice": 0.7553228621291449, + "FN": 4142, + "FP": 765, + "IoU": 0.606842400448682, + "TN": 863679, + "TP": 7574, + "n_pred": 8339, + "n_ref": 11716 + }, + "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": 0.8922495274102079, + "FN": 37, + "FP": 20, + "IoU": 0.8054607508532423, + "TN": 875867, + "TP": 236, + "n_pred": 256, + "n_ref": 273 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 869, + "IoU": 0.0, + "TN": 875291, + "TP": 0, + "n_pred": 869, + "n_ref": 0 + }, + "5": { + "Dice": 0.7533179210548848, + "FN": 827, + "FP": 2054, + "IoU": 0.6042582417582417, + "TN": 868880, + "TP": 4399, + "n_pred": 6453, + "n_ref": 5226 + }, + "6": { + "Dice": 0.9328905394467457, + "FN": 3175, + "FP": 2463, + "IoU": 0.8742219743446737, + "TN": 831335, + "TP": 39187, + "n_pred": 41650, + "n_ref": 42362 + }, + "7": { + "Dice": 0.9283410183847539, + "FN": 509, + "FP": 3112, + "IoU": 0.8662653272270645, + "TN": 849084, + "TP": 23455, + "n_pred": 26567, + "n_ref": 23964 + }, + "8": { + "Dice": 0.9477719867929162, + "FN": 758, + "FP": 3070, + "IoU": 0.9007287155416094, + "TN": 837599, + "TP": 34733, + "n_pred": 37803, + "n_ref": 35491 + }, + "9": { + "Dice": 0.9390596994347167, + "FN": 527, + "FP": 357, + "IoU": 0.8851202079272255, + "TN": 868465, + "TP": 6811, + "n_pred": 7168, + "n_ref": 7338 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0230.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": 628, + "IoU": 0.0, + "TN": 875532, + "TP": 0, + "n_pred": 628, + "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": 0.6896214896214896, + "FN": 576, + "FP": 695, + "IoU": 0.5262765560939248, + "TN": 873477, + "TP": 1412, + "n_pred": 2107, + "n_ref": 1988 + }, + "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": 1210, + "IoU": 0.0, + "TN": 874950, + "TP": 0, + "n_pred": 1210, + "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": 0.007755695588948134, + "FN": 25218, + "FP": 1393, + "IoU": 0.0038929440389294406, + "TN": 849445, + "TP": 104, + "n_pred": 1497, + "n_ref": 25322 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6336197977735781, + "FN": 1514, + "FP": 51606, + "IoU": 0.4637214420562729, + "TN": 777107, + "TP": 45933, + "n_pred": 97539, + "n_ref": 47447 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2629, + "IoU": 0.0, + "TN": 873531, + "TP": 0, + "n_pred": 2629, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.973205964585275, + "FN": 469, + "FP": 2061, + "IoU": 0.9478103017926027, + "TN": 827683, + "TP": 45947, + "n_pred": 48008, + "n_ref": 46416 + }, + "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": 0.8295793823297585, + "FN": 12758, + "FP": 1512, + "IoU": 0.7087873964327986, + "TN": 827158, + "TP": 34732, + "n_pred": 36244, + "n_ref": 47490 + }, + "15": { + "Dice": 0.8869029586993841, + "FN": 2490, + "FP": 6470, + "IoU": 0.7967885330672231, + "TN": 832068, + "TP": 35132, + "n_pred": 41602, + "n_ref": 37622 + }, + "2": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 876159, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 876151, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 980, + "IoU": 0.0, + "TN": 875180, + "TP": 0, + "n_pred": 980, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9318822023047375, + "FN": 106, + "FP": 2022, + "IoU": 0.8724526492447854, + "TN": 859476, + "TP": 14556, + "n_pred": 16578, + "n_ref": 14662 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 0.6893087481395733, + "FN": 12586, + "FP": 2444, + "IoU": 0.5259123742232596, + "TN": 1019689, + "TP": 16673, + "n_pred": 19117, + "n_ref": 29259 + }, + "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": 0.03794739111686071, + "FN": 17833, + "FP": 15, + "IoU": 0.01934065934065934, + "TN": 1033192, + "TP": 352, + "n_pred": 367, + "n_ref": 18185 + }, + "14": { + "Dice": 0.6066243194192378, + "FN": 10926, + "FP": 11616, + "IoU": 0.4353630739172908, + "TN": 1011469, + "TP": 17381, + "n_pred": 28997, + "n_ref": 28307 + }, + "15": { + "Dice": 0.043153526970954356, + "FN": 24807, + "FP": 559, + "IoU": 0.02205258693808312, + "TN": 1025454, + "TP": 572, + "n_pred": 1131, + "n_ref": 25379 + }, + "2": { + "Dice": 0.6082426615927438, + "FN": 20981, + "FP": 226, + "IoU": 0.4370321210512344, + "TN": 1013722, + "TP": 16463, + "n_pred": 16689, + "n_ref": 37444 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 19667, + "IoU": 0.0, + "TN": 1031725, + "TP": 0, + "n_pred": 19667, + "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": 0.9323468032631379, + "FN": 1765, + "FP": 1801, + "IoU": 0.8732674674816974, + "TN": 1023254, + "TP": 24572, + "n_pred": 26373, + "n_ref": 26337 + }, + "7": { + "Dice": 0.8964658557609424, + "FN": 808, + "FP": 273, + "IoU": 0.8123589654573858, + "TN": 1045631, + "TP": 4680, + "n_pred": 4953, + "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": 566, + "IoU": 0.0, + "TN": 1050826, + "TP": 0, + "n_pred": 566, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 202, + "IoU": 0.0, + "TN": 875958, + "TP": 0, + "n_pred": 202, + "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": 31351, + "IoU": 0.0, + "TN": 844809, + "TP": 0, + "n_pred": 31351, + "n_ref": 0 + }, + "3": { + "Dice": 0.1228212297802284, + "FN": 33530, + "FP": 37, + "IoU": 0.0654286271125094, + "TN": 840243, + "TP": 2350, + "n_pred": 2387, + "n_ref": 35880 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.7261481773917621, + "FN": 17057, + "FP": 5834, + "IoU": 0.5700413223140496, + "TN": 822920, + "TP": 30349, + "n_pred": 36183, + "n_ref": 47406 + }, + "15": { + "Dice": 0.4383916990920882, + "FN": 3784, + "FP": 1412, + "IoU": 0.2807308970099668, + "TN": 868936, + "TP": 2028, + "n_pred": 3440, + "n_ref": 5812 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9108765038055487, + "FN": 52, + "FP": 311, + "IoU": 0.8363390441839496, + "TN": 873942, + "TP": 1855, + "n_pred": 2166, + "n_ref": 1907 + }, + "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": 1451, + "FP": 0, + "IoU": 0.0, + "TN": 874709, + "TP": 0, + "n_pred": 0, + "n_ref": 1451 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4444444444444444, + "FN": 0, + "FP": 20, + "IoU": 0.2857142857142857, + "TN": 876132, + "TP": 8, + "n_pred": 28, + "n_ref": 8 + }, + "10": { + "Dice": 0.7222437512110056, + "FN": 1320, + "FP": 10148, + "IoU": 0.5652437637425127, + "TN": 849782, + "TP": 14910, + "n_pred": 25058, + "n_ref": 16230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 208, + "FP": 15, + "IoU": 0.0, + "TN": 875937, + "TP": 0, + "n_pred": 15, + "n_ref": 208 + }, + "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": 0.7931159420289855, + "FN": 224, + "FP": 918, + "IoU": 0.6571600120084059, + "TN": 872829, + "TP": 2189, + "n_pred": 3107, + "n_ref": 2413 + }, + "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": 0.9524120535111031, + "FN": 2520, + "FP": 1706, + "IoU": 0.909147586799957, + "TN": 829645, + "TP": 42289, + "n_pred": 43995, + "n_ref": 44809 + }, + "7": { + "Dice": 0.7126258216239092, + "FN": 23608, + "FP": 30037, + "IoU": 0.5535498797426743, + "TN": 756001, + "TP": 66514, + "n_pred": 96551, + "n_ref": 90122 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 1669, + "IoU": 0.0, + "TN": 1224955, + "TP": 0, + "n_pred": 1669, + "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": 0.6858104948087176, + "FN": 2474, + "FP": 4244, + "IoU": 0.5218505338078292, + "TN": 1212574, + "TP": 7332, + "n_pred": 11576, + "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": 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": 166, + "IoU": 0.0, + "TN": 1226458, + "TP": 0, + "n_pred": 166, + "n_ref": 0 + }, + "6": { + "Dice": 0.9293785310734464, + "FN": 36, + "FP": 14, + "IoU": 0.8680738786279684, + "TN": 1226245, + "TP": 329, + "n_pred": 343, + "n_ref": 365 + }, + "7": { + "Dice": 0.21238938053097345, + "FN": 6, + "FP": 1151, + "IoU": 0.1188118811881188, + "TN": 1225311, + "TP": 156, + "n_pred": 1307, + "n_ref": 162 + }, + "8": { + "Dice": 0.9455497382198953, + "FN": 160, + "FP": 256, + "IoU": 0.8967229394240318, + "TN": 1222596, + "TP": 3612, + "n_pred": 3868, + "n_ref": 3772 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 0.8153434433541481, + "FN": 5113, + "FP": 1304, + "IoU": 0.6882530120481928, + "TN": 855576, + "TP": 14167, + "n_pred": 15471, + "n_ref": 19280 + }, + "15": { + "Dice": 0.8692598178995695, + "FN": 11881, + "FP": 11869, + "IoU": 0.7687529210157346, + "TN": 773456, + "TP": 78954, + "n_pred": 90823, + "n_ref": 90835 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0390.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.530655912244644, + "FN": 914.9599999999998, + "FP": 806.8222222222223, + "IoU": 0.453476671885567, + "TN": 822611.94, + "TP": 5097.744444444444, + "n_pred": 5904.5666666666675, + "n_ref": 6012.704444444444 + }, + "mean": { + "1": { + "Dice": 0.4522579798990328, + "FN": 389.23333333333335, + "FP": 431.5, + "IoU": 0.4038370534375153, + "TN": 824534.9333333333, + "TP": 4075.8, + "n_pred": 4507.3, + "n_ref": 4465.033333333334 + }, + "10": { + "Dice": 0.4519218874172861, + "FN": 1065.2333333333333, + "FP": 1032.6666666666667, + "IoU": 0.382390624574439, + "TN": 824349.9333333333, + "TP": 2983.633333333333, + "n_pred": 4016.3, + "n_ref": 4048.866666666667 + }, + "11": { + "Dice": 0.570747902193428, + "FN": 78.26666666666667, + "FP": 54.666666666666664, + "IoU": 0.4444028984846858, + "TN": 829137.6, + "TP": 160.93333333333334, + "n_pred": 215.6, + "n_ref": 239.2 + }, + "12": { + "Dice": 0.3483217007410501, + "FN": 262.73333333333335, + "FP": 148.76666666666668, + "IoU": 0.25656339025114167, + "TN": 828724.6666666666, + "TP": 295.3, + "n_pred": 444.06666666666666, + "n_ref": 558.0333333333333 + }, + "13": { + "Dice": 0.4000029001514528, + "FN": 1379.3, + "FP": 1418.3666666666666, + "IoU": 0.29085826624594674, + "TN": 824642.1, + "TP": 1991.7, + "n_pred": 3410.0666666666666, + "n_ref": 3371.0 + }, + "14": { + "Dice": 0.49653841838290874, + "FN": 658.4333333333333, + "FP": 1245.3333333333333, + "IoU": 0.43725405037340914, + "TN": 823095.4333333333, + "TP": 4432.266666666666, + "n_pred": 5677.6, + "n_ref": 5090.7 + }, + "15": { + "Dice": 0.2516050405694458, + "FN": 1795.2666666666667, + "FP": 377.46666666666664, + "IoU": 0.20055713069710124, + "TN": 824017.7666666667, + "TP": 3240.9666666666667, + "n_pred": 3618.4333333333334, + "n_ref": 5036.233333333334 + }, + "2": { + "Dice": 0.6232394732911927, + "FN": 1229.4333333333334, + "FP": 311.03333333333336, + "IoU": 0.5276283568558444, + "TN": 823219.4, + "TP": 4671.6, + "n_pred": 4982.633333333333, + "n_ref": 5901.033333333334 + }, + "3": { + "Dice": 0.467215239740831, + "FN": 176.9, + "FP": 1422.5, + "IoU": 0.4198127887880163, + "TN": 824158.2333333333, + "TP": 3673.8333333333335, + "n_pred": 5096.333333333333, + "n_ref": 3850.733333333333 + }, + "4": { + "Dice": 0.5462420197923465, + "FN": 197.46666666666667, + "FP": 302.03333333333336, + "IoU": 0.4713351908796211, + "TN": 827651.2, + "TP": 1280.7666666666667, + "n_pred": 1582.8, + "n_ref": 1478.2333333333333 + }, + "5": { + "Dice": 0.712439410324471, + "FN": 339.8666666666667, + "FP": 222.96666666666667, + "IoU": 0.6033243345015585, + "TN": 827543.9333333333, + "TP": 1324.7, + "n_pred": 1547.6666666666667, + "n_ref": 1664.5666666666666 + }, + "6": { + "Dice": 0.7892838374161703, + "FN": 1351.4, + "FP": 2892.866666666667, + "IoU": 0.7244028518646681, + "TN": 793414.4333333333, + "TP": 31772.766666666666, + "n_pred": 34665.63333333333, + "n_ref": 33124.166666666664 + }, + "7": { + "Dice": 0.5022695876246072, + "FN": 3313.1666666666665, + "FP": 949.6333333333333, + "IoU": 0.4259644239258718, + "TN": 817513.9, + "TP": 7654.766666666666, + "n_pred": 8604.4, + "n_ref": 10967.933333333332 + }, + "8": { + "Dice": 0.8177697216407273, + "FN": 1093.1, + "FP": 761.6, + "IoU": 0.7458993031167833, + "TN": 821135.5, + "TP": 6441.266666666666, + "n_pred": 7202.866666666667, + "n_ref": 7534.366666666667 + }, + "9": { + "Dice": 0.5299835644847101, + "FN": 394.6, + "FP": 530.9333333333333, + "IoU": 0.46791941428690315, + "TN": 826040.0666666667, + "TP": 2465.866666666667, + "n_pred": 2996.8, + "n_ref": 2860.4666666666667 + } + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7331114808652246, + "FN": 1496, + "FP": 1712, + "IoU": 0.5786708694510113, + "TN": 693314, + "TP": 4406, + "n_pred": 6118, + "n_ref": 5902 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 422, + "IoU": 0.0, + "TN": 700506, + "TP": 0, + "n_pred": 422, + "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": 0.1365883807169345, + "FN": 2759, + "FP": 35, + "IoU": 0.07330016583747927, + "TN": 697913, + "TP": 221, + "n_pred": 256, + "n_ref": 2980 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7136479591836735, + "FN": 883, + "FP": 15, + "IoU": 0.5547843331680714, + "TN": 698911, + "TP": 1119, + "n_pred": 1134, + "n_ref": 2002 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1131, + "IoU": 0.0, + "TN": 699797, + "TP": 0, + "n_pred": 1131, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7808741566441771, + "FN": 1256, + "FP": 985, + "IoU": 0.6405197305101059, + "TN": 694694, + "TP": 3993, + "n_pred": 4978, + "n_ref": 5249 + }, + "6": { + "Dice": 0.9941550088207277, + "FN": 517, + "FP": 1514, + "IoU": 0.988377948430365, + "TN": 526174, + "TP": 172723, + "n_pred": 174237, + "n_ref": 173240 + }, + "7": { + "Dice": 0.7993112947658402, + "FN": 8356, + "FP": 386, + "IoU": 0.6657106802799128, + "TN": 674777, + "TP": 17409, + "n_pred": 17795, + "n_ref": 25765 + }, + "8": { + "Dice": 0.7758438169329624, + "FN": 14611, + "FP": 3599, + "IoU": 0.6337784570830987, + "TN": 651204, + "TP": 31514, + "n_pred": 35113, + "n_ref": 46125 + }, + "9": { + "Dice": 0.020499679692504803, + "FN": 5609, + "FP": 2036, + "IoU": 0.010355987055016181, + "TN": 693203, + "TP": 80, + "n_pred": 2116, + "n_ref": 5689 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 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": 0.8970028953752249, + "FN": 3680, + "FP": 2901, + "IoU": 0.8132413871388842, + "TN": 840922, + "TP": 28657, + "n_pred": 31558, + "n_ref": 32337 + }, + "15": { + "Dice": 0.8509073571057042, + "FN": 19949, + "FP": 689, + "IoU": 0.7405037029585948, + "TN": 796629, + "TP": 58893, + "n_pred": 59582, + "n_ref": 78842 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9247389084190809, + "FN": 2243, + "FP": 690, + "IoU": 0.8600133638793432, + "TN": 855208, + "TP": 18019, + "n_pred": 18709, + "n_ref": 20262 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 498, + "IoU": 0.0, + "TN": 875662, + "TP": 0, + "n_pred": 498, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7481686472407618, + "FN": 2100, + "FP": 994, + "IoU": 0.5976592977893368, + "TN": 1043702, + "TP": 4596, + "n_pred": 5590, + "n_ref": 6696 + }, + "11": { + "Dice": 0.7603993344425957, + "FN": 496, + "FP": 368, + "IoU": 0.6134228187919463, + "TN": 1049157, + "TP": 1371, + "n_pred": 1739, + "n_ref": 1867 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 1051293, + "TP": 0, + "n_pred": 99, + "n_ref": 0 + }, + "13": { + "Dice": 0.34044626327584526, + "FN": 6732, + "FP": 37, + "IoU": 0.2051432597463598, + "TN": 1042876, + "TP": 1747, + "n_pred": 1784, + "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": 0.9134962805526036, + "FN": 9470, + "FP": 2740, + "IoU": 0.8407668231611893, + "TN": 974712, + "TP": 64470, + "n_pred": 67210, + "n_ref": 73940 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6645, + "IoU": 0.0, + "TN": 1044747, + "TP": 0, + "n_pred": 6645, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 328, + "IoU": 0.0, + "TN": 1051064, + "TP": 0, + "n_pred": 328, + "n_ref": 0 + }, + "5": { + "Dice": 0.8676622800532308, + "FN": 1074, + "FP": 716, + "IoU": 0.7662575084878558, + "TN": 1043734, + "TP": 5868, + "n_pred": 6584, + "n_ref": 6942 + }, + "6": { + "Dice": 0.765423510248405, + "FN": 6390, + "FP": 48910, + "IoU": 0.6199887302263575, + "TN": 905870, + "TP": 90222, + "n_pred": 139132, + "n_ref": 96612 + }, + "7": { + "Dice": 0.5465948989219371, + "FN": 57180, + "FP": 1448, + "IoU": 0.3760788361871721, + "TN": 957425, + "TP": 35339, + "n_pred": 36787, + "n_ref": 92519 + }, + "8": { + "Dice": 0.9516386697003437, + "FN": 376, + "FP": 623, + "IoU": 0.907739194680458, + "TN": 1040564, + "TP": 9829, + "n_pred": 10452, + "n_ref": 10205 + }, + "9": { + "Dice": 0.7288831281054223, + "FN": 1116, + "FP": 139, + "IoU": 0.5734194425560843, + "TN": 1048450, + "TP": 1687, + "n_pred": 1826, + "n_ref": 2803 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 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": 872, + "IoU": 0.0, + "TN": 700056, + "TP": 0, + "n_pred": 872, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 700875, + "TP": 0, + "n_pred": 53, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.8025324378325028, + "FN": 3157, + "FP": 5046, + "IoU": 0.6701913798649083, + "TN": 851288, + "TP": 16669, + "n_pred": 21715, + "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": 0.2884390813546127, + "FN": 447, + "FP": 6865, + "IoU": 0.16852399363202183, + "TN": 867366, + "TP": 1482, + "n_pred": 8347, + "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": 0.8863242505807308, + "FN": 1328, + "FP": 1755, + "IoU": 0.7958548536617667, + "TN": 861058, + "TP": 12019, + "n_pred": 13774, + "n_ref": 13347 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 876154, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "6": { + "Dice": 0.9814239079745064, + "FN": 2591, + "FP": 4101, + "IoU": 0.9635253719954215, + "TN": 692690, + "TP": 176778, + "n_pred": 180879, + "n_ref": 179369 + }, + "7": { + "Dice": 0.902335001655339, + "FN": 3144, + "FP": 1871, + "IoU": 0.8220495351642892, + "TN": 847978, + "TP": 23167, + "n_pred": 25038, + "n_ref": 26311 + }, + "8": { + "Dice": 0.6822157434402333, + "FN": 100, + "FP": 9, + "IoU": 0.5176991150442478, + "TN": 875934, + "TP": 117, + "n_pred": 126, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 91, + "IoU": 0.0, + "TN": 700837, + "TP": 0, + "n_pred": 91, + "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": 0.6743371685842922, + "FN": 373, + "FP": 278, + "IoU": 0.5086792452830189, + "TN": 699603, + "TP": 674, + "n_pred": 952, + "n_ref": 1047 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 439, + "IoU": 0.0, + "TN": 700489, + "TP": 0, + "n_pred": 439, + "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": 0.9595111101513745, + "FN": 917, + "FP": 958, + "IoU": 0.9221733355470696, + "TN": 676836, + "TP": 22217, + "n_pred": 23175, + "n_ref": 23134 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 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": 0.7218855218855219, + "FN": 406, + "FP": 7, + "IoU": 0.5648050579557429, + "TN": 699979, + "TP": 536, + "n_pred": 543, + "n_ref": 942 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0103.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": 0.8478802992518704, + "FN": 15, + "FP": 107, + "IoU": 0.7359307359307359, + "TN": 875698, + "TP": 340, + "n_pred": 447, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4883321894303363, + "FN": 2982, + "FP": 0, + "IoU": 0.3230419977298524, + "TN": 871755, + "TP": 1423, + "n_pred": 1423, + "n_ref": 4405 + }, + "10": { + "Dice": 0.4591923874588264, + "FN": 3980, + "FP": 4886, + "IoU": 0.29802058590657166, + "TN": 863530, + "TP": 3764, + "n_pred": 8650, + "n_ref": 7744 + }, + "11": { + "Dice": 0.7209829867674858, + "FN": 694, + "FP": 782, + "IoU": 0.563700857227313, + "TN": 872777, + "TP": 1907, + "n_pred": 2689, + "n_ref": 2601 + }, + "12": { + "Dice": 0.41766493831575185, + "FN": 2385, + "FP": 872, + "IoU": 0.263954802259887, + "TN": 871735, + "TP": 1168, + "n_pred": 2040, + "n_ref": 3553 + }, + "13": { + "Dice": 0.5129787297160996, + "FN": 1704, + "FP": 14713, + "IoU": 0.34497067390176755, + "TN": 851097, + "TP": 8646, + "n_pred": 23359, + "n_ref": 10350 + }, + "14": { + "Dice": 0.9162437943100006, + "FN": 8848, + "FP": 296, + "IoU": 0.8454334927906151, + "TN": 817001, + "TP": 50015, + "n_pred": 50311, + "n_ref": 58863 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 876117, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "2": { + "Dice": 0.5371024734982333, + "FN": 149, + "FP": 2078, + "IoU": 0.3671497584541063, + "TN": 872641, + "TP": 1292, + "n_pred": 3370, + "n_ref": 1441 + }, + "3": { + "Dice": 0.9002513264451271, + "FN": 1469, + "FP": 2103, + "IoU": 0.8185973287288609, + "TN": 856469, + "TP": 16119, + "n_pred": 18222, + "n_ref": 17588 + }, + "4": { + "Dice": 0.8287249480331019, + "FN": 1751, + "FP": 2616, + "IoU": 0.7075408518617734, + "TN": 861228, + "TP": 10565, + "n_pred": 13181, + "n_ref": 12316 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9533752051151474, + "FN": 4745, + "FP": 5143, + "IoU": 0.9109044709952966, + "TN": 765178, + "TP": 101094, + "n_pred": 106237, + "n_ref": 105839 + }, + "7": { + "Dice": 0.031287605294825514, + "FN": 3215, + "FP": 5, + "IoU": 0.01589242053789731, + "TN": 872888, + "TP": 52, + "n_pred": 57, + "n_ref": 3267 + }, + "8": { + "Dice": 0.7490044247787611, + "FN": 9, + "FP": 4529, + "IoU": 0.5987266778671855, + "TN": 864851, + "TP": 6771, + "n_pred": 11300, + "n_ref": 6780 + }, + "9": { + "Dice": 0.7682753266916806, + "FN": 1391, + "FP": 400, + "IoU": 0.6237394957983193, + "TN": 871400, + "TP": 2969, + "n_pred": 3369, + "n_ref": 4360 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0156.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": 814, + "IoU": 0.0, + "TN": 875346, + "TP": 0, + "n_pred": 814, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1309, + "IoU": 0.0, + "TN": 874851, + "TP": 0, + "n_pred": 1309, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6723571897570584, + "FN": 1151, + "FP": 346, + "IoU": 0.506429277942631, + "TN": 873127, + "TP": 1536, + "n_pred": 1882, + "n_ref": 2687 + }, + "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": 0.9826792452830189, + "FN": 858, + "FP": 60, + "IoU": 0.965948291850588, + "TN": 849201, + "TP": 26041, + "n_pred": 26101, + "n_ref": 26899 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 876153, + "TP": 0, + "n_pred": 7, + "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": 0.9662498938866588, + "FN": 2036, + "FP": 747, + "IoU": 0.9347035498932451, + "TN": 833539, + "TP": 39838, + "n_pred": 40585, + "n_ref": 41874 + }, + "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": 155, + "IoU": 0.0, + "TN": 876005, + "TP": 0, + "n_pred": 155, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 8318, + "IoU": 0.0, + "TN": 517378, + "TP": 0, + "n_pred": 8318, + "n_ref": 0 + }, + "15": { + "Dice": 0.07731003441885094, + "FN": 10455, + "FP": 0, + "IoU": 0.040209308730377306, + "TN": 514803, + "TP": 438, + "n_pred": 438, + "n_ref": 10893 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 0.7878500237304225, + "FN": 1988, + "FP": 247, + "IoU": 0.6499608457321848, + "TN": 519311, + "TP": 4150, + "n_pred": 4397, + "n_ref": 6138 + }, + "7": { + "Dice": 0.928733436791214, + "FN": 65, + "FP": 2323, + "IoU": 0.8669489636728326, + "TN": 507748, + "TP": 15560, + "n_pred": 17883, + "n_ref": 15625 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.94336002669336, + "FN": 765, + "FP": 593, + "IoU": 0.8927922949396069, + "TN": 863493, + "TP": 11309, + "n_pred": 11902, + "n_ref": 12074 + }, + "15": { + "Dice": 0.755662620448004, + "FN": 7554, + "FP": 256, + "IoU": 0.6072811384321416, + "TN": 856273, + "TP": 12077, + "n_pred": 12333, + "n_ref": 19631 + }, + "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": 1609, + "FP": 0, + "IoU": 0.0, + "TN": 874551, + "TP": 0, + "n_pred": 0, + "n_ref": 1609 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 0.0, + "FN": 145, + "FP": 2258, + "IoU": 0.0, + "TN": 873757, + "TP": 0, + "n_pred": 2258, + "n_ref": 145 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7827529021558872, + "FN": 85, + "FP": 46, + "IoU": 0.6430517711171662, + "TN": 875793, + "TP": 236, + "n_pred": 282, + "n_ref": 321 + }, + "13": { + "Dice": 0.7961259914932751, + "FN": 5188, + "FP": 1906, + "IoU": 0.6613034137025543, + "TN": 855215, + "TP": 13851, + "n_pred": 15757, + "n_ref": 19039 + }, + "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": 491, + "IoU": 0.0, + "TN": 875669, + "TP": 0, + "n_pred": 491, + "n_ref": 0 + }, + "3": { + "Dice": 0.89393749215514, + "FN": 767, + "FP": 78, + "IoU": 0.8082160689968225, + "TN": 871754, + "TP": 3561, + "n_pred": 3639, + "n_ref": 4328 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8151477832512315, + "FN": 1546, + "FP": 1456, + "IoU": 0.6879742230537366, + "TN": 866539, + "TP": 6619, + "n_pred": 8075, + "n_ref": 8165 + }, + "6": { + "Dice": 0.7446459678245722, + "FN": 658, + "FP": 4326, + "IoU": 0.5931760672598155, + "TN": 863909, + "TP": 7267, + "n_pred": 11593, + "n_ref": 7925 + }, + "7": { + "Dice": 0.914979520187244, + "FN": 1436, + "FP": 1470, + "IoU": 0.8432831796365206, + "TN": 857617, + "TP": 15637, + "n_pred": 17107, + "n_ref": 17073 + }, + "8": { + "Dice": 0.9656410634791806, + "FN": 801, + "FP": 596, + "IoU": 0.9335647707818148, + "TN": 855132, + "TP": 19631, + "n_pred": 20227, + "n_ref": 20432 + }, + "9": { + "Dice": 0.8602673147023087, + "FN": 184, + "FP": 46, + "IoU": 0.7547974413646056, + "TN": 875222, + "TP": 708, + "n_pred": 754, + "n_ref": 892 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 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": 0.740301861736088, + "FN": 4015, + "FP": 6154, + "IoU": 0.5876819527227021, + "TN": 1026729, + "TP": 14494, + "n_pred": 20648, + "n_ref": 18509 + }, + "15": { + "Dice": 0.7765910881554758, + "FN": 3922, + "FP": 6286, + "IoU": 0.6347763864042933, + "TN": 1023442, + "TP": 17742, + "n_pred": 24028, + "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": 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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9353105523318289, + "FN": 104, + "FP": 197, + "IoU": 0.8784820347194187, + "TN": 873683, + "TP": 2176, + "n_pred": 2373, + "n_ref": 2280 + }, + "11": { + "Dice": 0.7, + "FN": 7, + "FP": 5, + "IoU": 0.5384615384615384, + "TN": 876134, + "TP": 14, + "n_pred": 19, + "n_ref": 21 + }, + "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": 0.008363201911589008, + "FN": 146, + "FP": 1514, + "IoU": 0.004199160167966407, + "TN": 874493, + "TP": 7, + "n_pred": 1521, + "n_ref": 153 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.6796747967479675, + "FN": 197, + "FP": 0, + "IoU": 0.5147783251231527, + "TN": 875754, + "TP": 209, + "n_pred": 209, + "n_ref": 406 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7400379506641366, + "FN": 2291, + "FP": 312, + "IoU": 0.5873493975903614, + "TN": 869852, + "TP": 3705, + "n_pred": 4017, + "n_ref": 5996 + }, + "6": { + "Dice": 0.9585802942612092, + "FN": 5583, + "FP": 1545, + "IoU": 0.9204553063274188, + "TN": 786550, + "TP": 82482, + "n_pred": 84027, + "n_ref": 88065 + }, + "7": { + "Dice": 0.2767857142857143, + "FN": 787, + "FP": 1481, + "IoU": 0.16062176165803108, + "TN": 873458, + "TP": 434, + "n_pred": 1915, + "n_ref": 1221 + }, + "8": { + "Dice": 0.9682644871511671, + "FN": 228, + "FP": 203, + "IoU": 0.9384813017413646, + "TN": 869154, + "TP": 6575, + "n_pred": 6778, + "n_ref": 6803 + }, + "9": { + "Dice": 0.8995712028887385, + "FN": 1035, + "FP": 1190, + "IoU": 0.817473338802297, + "TN": 863970, + "TP": 9965, + "n_pred": 11155, + "n_ref": 11000 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1, + "FP": 250, + "IoU": 0.0, + "TN": 875909, + "TP": 0, + "n_pred": 250, + "n_ref": 1 + }, + "10": { + "Dice": 0.8698138739244773, + "FN": 2084, + "FP": 3015, + "IoU": 0.7696200243979578, + "TN": 854027, + "TP": 17034, + "n_pred": 20049, + "n_ref": 19118 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7900771315405462, + "FN": 659, + "FP": 1355, + "IoU": 0.6529979324603722, + "TN": 870356, + "TP": 3790, + "n_pred": 5145, + "n_ref": 4449 + }, + "13": { + "Dice": 0.6840187402394586, + "FN": 540, + "FP": 67, + "IoU": 0.5197784810126582, + "TN": 874896, + "TP": 657, + "n_pred": 724, + "n_ref": 1197 + }, + "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": 0.7103322871518956, + "FN": 22767, + "FP": 491, + "IoU": 0.5507870593915982, + "TN": 824385, + "TP": 28517, + "n_pred": 29008, + "n_ref": 51284 + }, + "3": { + "Dice": 0.661562422672159, + "FN": 1264, + "FP": 21987, + "IoU": 0.4942796241517313, + "TN": 830184, + "TP": 22725, + "n_pred": 44712, + "n_ref": 23989 + }, + "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": 5, + "FP": 393, + "IoU": 0.0, + "TN": 875762, + "TP": 0, + "n_pred": 393, + "n_ref": 5 + }, + "7": { + "Dice": 0.7400314795383001, + "FN": 4052, + "FP": 1894, + "IoU": 0.5873412450551738, + "TN": 861751, + "TP": 8463, + "n_pred": 10357, + "n_ref": 12515 + }, + "8": { + "Dice": 0.9618941916389198, + "FN": 96, + "FP": 522, + "IoU": 0.9265858873841768, + "TN": 867742, + "TP": 7800, + "n_pred": 8322, + "n_ref": 7896 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 215, + "IoU": 0.0, + "TN": 875945, + "TP": 0, + "n_pred": 215, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9556646113837507, + "FN": 129, + "FP": 928, + "IoU": 0.9150935818138003, + "TN": 688479, + "TP": 11392, + "n_pred": 12320, + "n_ref": 11521 + }, + "10": { + "Dice": 0.37557708563625725, + "FN": 9037, + "FP": 566, + "IoU": 0.23120646865743336, + "TN": 688437, + "TP": 2888, + "n_pred": 3454, + "n_ref": 11925 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 139, + "IoU": 0.0, + "TN": 700789, + "TP": 0, + "n_pred": 139, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 700906, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "13": { + "Dice": 0.786167929569445, + "FN": 3240, + "FP": 6524, + "IoU": 0.6476743766463393, + "TN": 673215, + "TP": 17949, + "n_pred": 24473, + "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": 0.9365994236311239, + "FN": 423, + "FP": 897, + "IoU": 0.8807588075880759, + "TN": 689858, + "TP": 9750, + "n_pred": 10647, + "n_ref": 10173 + }, + "9": { + "Dice": 0.945464079706345, + "FN": 706, + "FP": 1582, + "IoU": 0.896568871208354, + "TN": 678807, + "TP": 19833, + "n_pred": 21415, + "n_ref": 20539 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9223861595471389, + "FN": 1070, + "FP": 5758, + "IoU": 0.8559524060673825, + "TN": 828759, + "TP": 40573, + "n_pred": 46331, + "n_ref": 41643 + }, + "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": 76, + "IoU": 0.0, + "TN": 876084, + "TP": 0, + "n_pred": 76, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 513, + "IoU": 0.0, + "TN": 875647, + "TP": 0, + "n_pred": 513, + "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": 0.7668608669892367, + "FN": 1980, + "FP": 381, + "IoU": 0.6218770019218449, + "TN": 869916, + "TP": 3883, + "n_pred": 4264, + "n_ref": 5863 + }, + "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": 0.9776015390353546, + "FN": 914, + "FP": 227, + "IoU": 0.9561844783226451, + "TN": 850119, + "TP": 24900, + "n_pred": 25127, + "n_ref": 25814 + }, + "9": { + "Dice": 0.9324731182795699, + "FN": 59, + "FP": 255, + "IoU": 0.8734891216760677, + "TN": 873678, + "TP": 2168, + "n_pred": 2423, + "n_ref": 2227 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.8882983958271824, + "FN": 1903, + "FP": 2637, + "IoU": 0.7990439093484419, + "TN": 853568, + "TP": 18052, + "n_pred": 20689, + "n_ref": 19955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6115873485072421, + "FN": 2061, + "FP": 567, + "IoU": 0.440493932297211, + "TN": 871463, + "TP": 2069, + "n_pred": 2636, + "n_ref": 4130 + }, + "13": { + "Dice": 0.41716807059767347, + "FN": 995, + "FP": 458, + "IoU": 0.26355803345159656, + "TN": 874187, + "TP": 520, + "n_pred": 978, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9257392015260935, + "FN": 434, + "FP": 111, + "IoU": 0.8617453069507864, + "TN": 872218, + "TP": 3397, + "n_pred": 3508, + "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": 0.9692292437863564, + "FN": 753, + "FP": 1109, + "IoU": 0.9402956360021804, + "TN": 844973, + "TP": 29325, + "n_pred": 30434, + "n_ref": 30078 + }, + "7": { + "Dice": 0.9736200586758612, + "FN": 2041, + "FP": 2320, + "IoU": 0.9485961479525684, + "TN": 791322, + "TP": 80477, + "n_pred": 82797, + "n_ref": 82518 + }, + "8": { + "Dice": 0.9523302263648469, + "FN": 449, + "FP": 446, + "IoU": 0.9089984748347738, + "TN": 866325, + "TP": 8940, + "n_pred": 9386, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.0, + "FN": 10, + "FP": 0, + "IoU": 0.0, + "TN": 700918, + "TP": 0, + "n_pred": 0, + "n_ref": 10 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "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": 0.8745624107317893, + "FN": 1552, + "FP": 2927, + "IoU": 0.7770865475538745, + "TN": 680835, + "TP": 15614, + "n_pred": 18541, + "n_ref": 17166 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9464779423913642, + "FN": 2237, + "FP": 2622, + "IoU": 0.8983940445819916, + "TN": 653106, + "TP": 42963, + "n_pred": 45585, + "n_ref": 45200 + }, + "7": { + "Dice": 0.8879441238991801, + "FN": 402, + "FP": 1074, + "IoU": 0.7984707809939924, + "TN": 693604, + "TP": 5848, + "n_pred": 6922, + "n_ref": 6250 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.0, + "FN": 0, + "FP": 117, + "IoU": 0.0, + "TN": 876043, + "TP": 0, + "n_pred": 117, + "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": 533, + "IoU": 0.0, + "TN": 875627, + "TP": 0, + "n_pred": 533, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3965, + "IoU": 0.0, + "TN": 872195, + "TP": 0, + "n_pred": 3965, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8685100273262008, + "FN": 1288, + "FP": 1551, + "IoU": 0.7675808432255423, + "TN": 863945, + "TP": 9376, + "n_pred": 10927, + "n_ref": 10664 + }, + "6": { + "Dice": 0.8469515764823953, + "FN": 2399, + "FP": 1261, + "IoU": 0.7345325306448103, + "TN": 862373, + "TP": 10127, + "n_pred": 11388, + "n_ref": 12526 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5664, + "IoU": 0.0, + "TN": 870496, + "TP": 0, + "n_pred": 5664, + "n_ref": 0 + }, + "8": { + "Dice": 0.9514184776790493, + "FN": 2152, + "FP": 117, + "IoU": 0.9073385878221097, + "TN": 851673, + "TP": 22218, + "n_pred": 22335, + "n_ref": 24370 + }, + "9": { + "Dice": 0.8948553416638523, + "FN": 1372, + "FP": 2364, + "IoU": 0.8097178364062341, + "TN": 856526, + "TP": 15898, + "n_pred": 18262, + "n_ref": 17270 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 123, + "IoU": 0.0, + "TN": 1051269, + "TP": 0, + "n_pred": 123, + "n_ref": 0 + }, + "10": { + "Dice": 0.921405750798722, + "FN": 209, + "FP": 652, + "IoU": 0.8542654028436019, + "TN": 1045484, + "TP": 5047, + "n_pred": 5699, + "n_ref": 5256 + }, + "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": 33, + "IoU": 0.0, + "TN": 1051359, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "13": { + "Dice": 0.6040124263275557, + "FN": 13214, + "FP": 425, + "IoU": 0.4326775092550227, + "TN": 1027351, + "TP": 10402, + "n_pred": 10827, + "n_ref": 23616 + }, + "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": 117, + "IoU": 0.0, + "TN": 1051275, + "TP": 0, + "n_pred": 117, + "n_ref": 0 + }, + "2": { + "Dice": 0.9164996293143689, + "FN": 517, + "FP": 2524, + "IoU": 0.8458692346680182, + "TN": 1031662, + "TP": 16689, + "n_pred": 19213, + "n_ref": 17206 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 188, + "IoU": 0.0, + "TN": 1051204, + "TP": 0, + "n_pred": 188, + "n_ref": 0 + }, + "4": { + "Dice": 0.14159848961611077, + "FN": 1293, + "FP": 1435, + "IoU": 0.07619370132069082, + "TN": 1048439, + "TP": 225, + "n_pred": 1660, + "n_ref": 1518 + }, + "5": { + "Dice": 0.8604222176675548, + "FN": 761, + "FP": 1282, + "IoU": 0.7550359712230216, + "TN": 1043052, + "TP": 6297, + "n_pred": 7579, + "n_ref": 7058 + }, + "6": { + "Dice": 0.9570518832996001, + "FN": 6792, + "FP": 1908, + "IoU": 0.9176409334027548, + "TN": 945757, + "TP": 96935, + "n_pred": 98843, + "n_ref": 103727 + }, + "7": { + "Dice": 0.3323890462700661, + "FN": 2337, + "FP": 3319, + "IoU": 0.19932049830124576, + "TN": 1044328, + "TP": 1408, + "n_pred": 4727, + "n_ref": 3745 + }, + "8": { + "Dice": 0.9155798059657865, + "FN": 884, + "FP": 5181, + "IoU": 0.844303537505776, + "TN": 1012438, + "TP": 32889, + "n_pred": 38070, + "n_ref": 33773 + }, + "9": { + "Dice": 0.8394971465708077, + "FN": 362, + "FP": 7541, + "IoU": 0.7233908508627629, + "TN": 1022821, + "TP": 20668, + "n_pred": 28209, + "n_ref": 21030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1882, + "IoU": 0.0, + "TN": 874278, + "TP": 0, + "n_pred": 1882, + "n_ref": 0 + }, + "10": { + "Dice": 0.7785291802087329, + "FN": 8624, + "FP": 2347, + "IoU": 0.6373702650889138, + "TN": 845906, + "TP": 19283, + "n_pred": 21630, + "n_ref": 27907 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.43082851637764935, + "FN": 1840, + "FP": 1114, + "IoU": 0.27455795677799605, + "TN": 872088, + "TP": 1118, + "n_pred": 2232, + "n_ref": 2958 + }, + "13": { + "Dice": 0.0, + "FN": 1679, + "FP": 0, + "IoU": 0.0, + "TN": 874481, + "TP": 0, + "n_pred": 0, + "n_ref": 1679 + }, + "14": { + "Dice": 0.543736697295333, + "FN": 118, + "FP": 17460, + "IoU": 0.37337801226294026, + "TN": 848108, + "TP": 10474, + "n_pred": 27934, + "n_ref": 10592 + }, + "15": { + "Dice": 0.5504261847937265, + "FN": 11832, + "FP": 1354, + "IoU": 0.3797158716718412, + "TN": 854902, + "TP": 8072, + "n_pred": 9426, + "n_ref": 19904 + }, + "2": { + "Dice": 0.9148471615720524, + "FN": 9, + "FP": 69, + "IoU": 0.8430583501006036, + "TN": 875663, + "TP": 419, + "n_pred": 488, + "n_ref": 428 + }, + "3": { + "Dice": 0.9684443996370602, + "FN": 328, + "FP": 611, + "IoU": 0.9388193901485535, + "TN": 860812, + "TP": 14409, + "n_pred": 15020, + "n_ref": 14737 + }, + "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": 0.029226170707406178, + "FN": 57, + "FP": 8712, + "IoU": 0.01482979440512302, + "TN": 867259, + "TP": 132, + "n_pred": 8844, + "n_ref": 189 + }, + "7": { + "Dice": 0.5720760726426362, + "FN": 12903, + "FP": 1070, + "IoU": 0.4006348389310685, + "TN": 852847, + "TP": 9340, + "n_pred": 10410, + "n_ref": 22243 + }, + "8": { + "Dice": 0.9132443979422792, + "FN": 944, + "FP": 51, + "IoU": 0.8403401797175867, + "TN": 869928, + "TP": 5237, + "n_pred": 5288, + "n_ref": 6181 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 0.0, + "FN": 0, + "FP": 7029, + "IoU": 0.0, + "TN": 693899, + "TP": 0, + "n_pred": 7029, + "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": 11457, + "IoU": 0.0, + "TN": 689471, + "TP": 0, + "n_pred": 11457, + "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": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2363, + "IoU": 0.0, + "TN": 698565, + "TP": 0, + "n_pred": 2363, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9024888517892055, + "FN": 3895, + "FP": 544, + "IoU": 0.8223049517633402, + "TN": 851179, + "TP": 20542, + "n_pred": 21086, + "n_ref": 24437 + }, + "10": { + "Dice": 0.0, + "FN": 614, + "FP": 0, + "IoU": 0.0, + "TN": 875546, + "TP": 0, + "n_pred": 0, + "n_ref": 614 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4503061705134244, + "FN": 812, + "FP": 355, + "IoU": 0.2905775075987842, + "TN": 874515, + "TP": 478, + "n_pred": 833, + "n_ref": 1290 + }, + "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": 0.9578862555516252, + "FN": 768, + "FP": 3518, + "IoU": 0.9191762997605084, + "TN": 823131, + "TP": 48743, + "n_pred": 52261, + "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": 0.9624916697053905, + "FN": 2787, + "FP": 3179, + "IoU": 0.9276953655225907, + "TN": 793648, + "TP": 76546, + "n_pred": 79725, + "n_ref": 79333 + }, + "7": { + "Dice": 0.9151483900538558, + "FN": 1168, + "FP": 1794, + "IoU": 0.8435701082651175, + "TN": 857225, + "TP": 15973, + "n_pred": 17767, + "n_ref": 17141 + }, + "8": { + "Dice": 0.5652695568709006, + "FN": 10806, + "FP": 64, + "IoU": 0.39399007637843564, + "TN": 858223, + "TP": 7067, + "n_pred": 7131, + "n_ref": 17873 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 876155, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9728544858737047, + "FN": 2104, + "FP": 348, + "IoU": 0.9471437809872817, + "TN": 829770, + "TP": 43938, + "n_pred": 44286, + "n_ref": 46042 + }, + "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": 0.6340920886779862, + "FN": 4871, + "FP": 64, + "IoU": 0.464227554011508, + "TN": 866949, + "TP": 4276, + "n_pred": 4340, + "n_ref": 9147 + }, + "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": 0.49269200106298167, + "FN": 1857, + "FP": 52, + "IoU": 0.3268688293370945, + "TN": 873324, + "TP": 927, + "n_pred": 979, + "n_ref": 2784 + }, + "3": { + "Dice": 0.07061163600198907, + "FN": 1, + "FP": 1868, + "IoU": 0.0365979381443299, + "TN": 874220, + "TP": 71, + "n_pred": 1939, + "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": 0.5365853658536586, + "FN": 72, + "FP": 4, + "IoU": 0.36666666666666664, + "TN": 876040, + "TP": 44, + "n_pred": 48, + "n_ref": 116 + }, + "7": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 876139, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 5784, + "IoU": 0.0, + "TN": 870376, + "TP": 0, + "n_pred": 5784, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0392.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.4992141946721702, + "FN": 2339.86, + "FP": 1592.0133333333333, + "IoU": 0.42179564412863346, + "TN": 865307.9133333334, + "TP": 6920.213333333335, + "n_pred": 8512.226666666667, + "n_ref": 9260.073333333334 + }, + "mean": { + "1": { + "Dice": 0.6178534835220348, + "FN": 2449.3333333333335, + "FP": 617.1, + "IoU": 0.5501763227772534, + "TN": 866337.0, + "TP": 6756.566666666667, + "n_pred": 7373.666666666667, + "n_ref": 9205.9 + }, + "10": { + "Dice": 0.5984643865034616, + "FN": 1922.6333333333334, + "FP": 2140.7, + "IoU": 0.4806693995188964, + "TN": 866775.0666666667, + "TP": 5321.6, + "n_pred": 7462.3, + "n_ref": 7244.233333333334 + }, + "11": { + "Dice": 0.5175026140144622, + "FN": 256.4, + "FP": 116.0, + "IoU": 0.38095112747248716, + "TN": 875472.3666666667, + "TP": 315.23333333333335, + "n_pred": 431.23333333333335, + "n_ref": 571.6333333333333 + }, + "12": { + "Dice": 0.22761897543210866, + "FN": 91.3, + "FP": 182.93333333333334, + "IoU": 0.17443078745099885, + "TN": 875623.1, + "TP": 262.6666666666667, + "n_pred": 445.6, + "n_ref": 353.96666666666664 + }, + "13": { + "Dice": 0.33753917817003487, + "FN": 2731.1666666666665, + "FP": 1410.8, + "IoU": 0.2499757262997186, + "TN": 869020.4333333333, + "TP": 2997.6, + "n_pred": 4408.4, + "n_ref": 5728.766666666666 + }, + "14": { + "Dice": 0.405528697675282, + "FN": 192.0, + "FP": 993.5666666666667, + "IoU": 0.35683435120897133, + "TN": 872169.4333333333, + "TP": 2805.0, + "n_pred": 3798.5666666666666, + "n_ref": 2997.0 + }, + "15": { + "Dice": 0.5304625878877535, + "FN": 575.0, + "FP": 277.23333333333335, + "IoU": 0.43353205790224186, + "TN": 872985.4, + "TP": 2322.366666666667, + "n_pred": 2599.6, + "n_ref": 2897.366666666667 + }, + "2": { + "Dice": 0.500077824561554, + "FN": 1689.7666666666667, + "FP": 659.2666666666667, + "IoU": 0.4576040142019901, + "TN": 867062.9333333333, + "TP": 6748.033333333334, + "n_pred": 7407.3, + "n_ref": 8437.8 + }, + "3": { + "Dice": 0.41346044219587424, + "FN": 5643.6, + "FP": 2015.2, + "IoU": 0.3626174692578004, + "TN": 863579.5333333333, + "TP": 4921.666666666667, + "n_pred": 6936.866666666667, + "n_ref": 10565.266666666666 + }, + "4": { + "Dice": 0.2542113401996106, + "FN": 885.8, + "FP": 864.7666666666667, + "IoU": 0.2093646623704982, + "TN": 873224.9666666667, + "TP": 1184.4666666666667, + "n_pred": 2049.233333333333, + "n_ref": 2070.266666666667 + }, + "5": { + "Dice": 0.3637874447203402, + "FN": 914.7666666666667, + "FP": 219.16666666666666, + "IoU": 0.2753376595768733, + "TN": 874001.3333333334, + "TP": 1024.7333333333333, + "n_pred": 1243.9, + "n_ref": 1939.5 + }, + "6": { + "Dice": 0.7804258012724922, + "FN": 8519.666666666666, + "FP": 9664.666666666666, + "IoU": 0.7045075050999045, + "TN": 809197.9666666667, + "TP": 48777.7, + "n_pred": 58442.36666666667, + "n_ref": 57297.36666666667 + }, + "7": { + "Dice": 0.460700137832335, + "FN": 4947.333333333333, + "FP": 3130.6, + "IoU": 0.38242980135492916, + "TN": 860323.5, + "TP": 7758.566666666667, + "n_pred": 10889.166666666666, + "n_ref": 12705.9 + }, + "8": { + "Dice": 0.8430194650305286, + "FN": 2720.133333333333, + "FP": 852.2666666666667, + "IoU": 0.7678266781652433, + "TN": 864285.9666666667, + "TP": 8301.633333333333, + "n_pred": 9153.9, + "n_ref": 11021.766666666666 + }, + "9": { + "Dice": 0.6375605410646806, + "FN": 1559.0, + "FP": 735.9333333333333, + "IoU": 0.540677099271695, + "TN": 869559.7, + "TP": 4305.366666666667, + "n_pred": 5041.3, + "n_ref": 5864.366666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 118, + "IoU": 0.0, + "TN": 876042, + "TP": 0, + "n_pred": 118, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 106, + "IoU": 0.0, + "TN": 876054, + "TP": 0, + "n_pred": 106, + "n_ref": 0 + }, + "11": { + "Dice": 0.62586115527292, + "FN": 769, + "FP": 643, + "IoU": 0.4554569996143463, + "TN": 873567, + "TP": 1181, + "n_pred": 1824, + "n_ref": 1950 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 285, + "IoU": 0.0, + "TN": 875875, + "TP": 0, + "n_pred": 285, + "n_ref": 0 + }, + "13": { + "Dice": 0.2155525238744884, + "FN": 213, + "FP": 362, + "IoU": 0.12079510703363915, + "TN": 875506, + "TP": 79, + "n_pred": 441, + "n_ref": 292 + }, + "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": 0.8946042281219272, + "FN": 2564, + "FP": 866, + "IoU": 0.8093067215210986, + "TN": 858173, + "TP": 14557, + "n_pred": 15423, + "n_ref": 17121 + }, + "3": { + "Dice": 0.0, + "FN": 144468, + "FP": 0, + "IoU": 0.0, + "TN": 731692, + "TP": 0, + "n_pred": 0, + "n_ref": 144468 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3934, + "IoU": 0.0, + "TN": 872226, + "TP": 0, + "n_pred": 3934, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.41586885659939543, + "FN": 1804, + "FP": 146216, + "IoU": 0.2625217352312529, + "TN": 675449, + "TP": 52691, + "n_pred": 198907, + "n_ref": 54495 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1148, + "IoU": 0.0, + "TN": 875012, + "TP": 0, + "n_pred": 1148, + "n_ref": 0 + }, + "8": { + "Dice": 0.9069079519749434, + "FN": 328, + "FP": 207, + "IoU": 0.8296720789557466, + "TN": 873019, + "TP": 2606, + "n_pred": 2813, + "n_ref": 2934 + }, + "9": { + "Dice": 0.3973288814691152, + "FN": 314, + "FP": 47, + "IoU": 0.24791666666666667, + "TN": 875680, + "TP": 119, + "n_pred": 166, + "n_ref": 433 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 876154, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "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": 9, + "IoU": 0.0, + "TN": 876151, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "3": { + "Dice": 0.3023255813953488, + "FN": 41, + "FP": 19, + "IoU": 0.1780821917808219, + "TN": 876087, + "TP": 13, + "n_pred": 32, + "n_ref": 54 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6775396085740913, + "FN": 4886, + "FP": 650, + "IoU": 0.5123326286116984, + "TN": 864808, + "TP": 5816, + "n_pred": 6466, + "n_ref": 10702 + }, + "6": { + "Dice": 0.8757917928945194, + "FN": 1146, + "FP": 2462, + "IoU": 0.7790298873101421, + "TN": 859832, + "TP": 12720, + "n_pred": 15182, + "n_ref": 13866 + }, + "7": { + "Dice": 0.37061548643282594, + "FN": 0, + "FP": 951, + "IoU": 0.22745735174654752, + "TN": 874929, + "TP": 280, + "n_pred": 1231, + "n_ref": 280 + }, + "8": { + "Dice": 0.9561464354527939, + "FN": 1376, + "FP": 331, + "IoU": 0.9159775546367395, + "TN": 855844, + "TP": 18609, + "n_pred": 18940, + "n_ref": 19985 + }, + "9": { + "Dice": 0.8598552641817757, + "FN": 3192, + "FP": 410, + "IoU": 0.7541632541632541, + "TN": 861508, + "TP": 11050, + "n_pred": 11460, + "n_ref": 14242 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9585990121239335, + "FN": 1680, + "FP": 2469, + "IoU": 0.920489824077268, + "TN": 823978, + "TP": 48033, + "n_pred": 50502, + "n_ref": 49713 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 171, + "IoU": 0.0, + "TN": 875989, + "TP": 0, + "n_pred": 171, + "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": 0.91347588264545, + "FN": 4381, + "FP": 143, + "IoU": 0.8407322654462243, + "TN": 847755, + "TP": 23881, + "n_pred": 24024, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.7440698520494785, + "FN": 5937, + "FP": 4615, + "IoU": 0.5924452512456065, + "TN": 675037, + "TP": 15339, + "n_pred": 19954, + "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": 0.2562396006655574, + "FN": 198, + "FP": 249, + "IoU": 0.14694656488549618, + "TN": 700404, + "TP": 77, + "n_pred": 326, + "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": 0.9728776734991897, + "FN": 1646, + "FP": 1400, + "IoU": 0.9471877384007212, + "TN": 643252, + "TP": 54630, + "n_pred": 56030, + "n_ref": 56276 + }, + "7": { + "Dice": 0.46788029178342994, + "FN": 23756, + "FP": 1119, + "IoU": 0.30538102817570023, + "TN": 665117, + "TP": 10936, + "n_pred": 12055, + "n_ref": 34692 + }, + "8": { + "Dice": 0.9209558823529411, + "FN": 156, + "FP": 360, + "IoU": 0.8534923339011925, + "TN": 697406, + "TP": 3006, + "n_pred": 3366, + "n_ref": 3162 + }, + "9": { + "Dice": 0.8504854368932039, + "FN": 34, + "FP": 197, + "IoU": 0.7398648648648649, + "TN": 700040, + "TP": 657, + "n_pred": 854, + "n_ref": 691 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 0.1816976127320955, + "FN": 1874, + "FP": 594, + "IoU": 0.099927060539752, + "TN": 873418, + "TP": 274, + "n_pred": 868, + "n_ref": 2148 + }, + "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": 679, + "FP": 0, + "IoU": 0.0, + "TN": 875481, + "TP": 0, + "n_pred": 0, + "n_ref": 679 + }, + "6": { + "Dice": 0.9505237560793116, + "FN": 1014, + "FP": 7450, + "IoU": 0.9057125033419481, + "TN": 786392, + "TP": 81304, + "n_pred": 88754, + "n_ref": 82318 + }, + "7": { + "Dice": 0.6951965065502184, + "FN": 56, + "FP": 293, + "IoU": 0.5327978580990629, + "TN": 875413, + "TP": 398, + "n_pred": 691, + "n_ref": 454 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6000250375563345, + "FN": 6389, + "FP": 1, + "IoU": 0.42859697755521775, + "TN": 864977, + "TP": 4793, + "n_pred": 4794, + "n_ref": 11182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 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": 4644, + "IoU": 0.0, + "TN": 871516, + "TP": 0, + "n_pred": 4644, + "n_ref": 0 + }, + "3": { + "Dice": 0.06084656084656084, + "FN": 4928, + "FP": 42, + "IoU": 0.03137789904502047, + "TN": 871029, + "TP": 161, + "n_pred": 203, + "n_ref": 5089 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 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": 0.8342230347349178, + "FN": 1845, + "FP": 4956, + "IoU": 0.7155940283527789, + "TN": 677015, + "TP": 17112, + "n_pred": 22068, + "n_ref": 18957 + }, + "15": { + "Dice": 0.6555719401727407, + "FN": 213, + "FP": 3057, + "IoU": 0.48762143528674395, + "TN": 694546, + "TP": 3112, + "n_pred": 6169, + "n_ref": 3325 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7709173447951126, + "FN": 2940, + "FP": 6547, + "IoU": 0.627229862475442, + "TN": 1025942, + "TP": 15963, + "n_pred": 22510, + "n_ref": 18903 + }, + "11": { + "Dice": 0.18029739776951673, + "FN": 763, + "FP": 119, + "IoU": 0.09908069458631256, + "TN": 1050413, + "TP": 97, + "n_pred": 216, + "n_ref": 860 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.23631792690001935, + "FN": 16414, + "FP": 11229, + "IoU": 0.13399122807017544, + "TN": 1019472, + "TP": 4277, + "n_pred": 15506, + "n_ref": 20691 + }, + "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": 0.9497421879853389, + "FN": 723, + "FP": 3322, + "IoU": 0.9042943333727671, + "TN": 1009127, + "TP": 38220, + "n_pred": 41542, + "n_ref": 38943 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 1051362, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "4": { + "Dice": 0.8887343532684284, + "FN": 547, + "FP": 93, + "IoU": 0.799749687108886, + "TN": 1048196, + "TP": 2556, + "n_pred": 2649, + "n_ref": 3103 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9549382981467945, + "FN": 738, + "FP": 1358, + "IoU": 0.9137626002880066, + "TN": 1027087, + "TP": 22209, + "n_pred": 23567, + "n_ref": 22947 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 889, + "IoU": 0.0, + "TN": 1050503, + "TP": 0, + "n_pred": 889, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8456275033377837, + "FN": 1097, + "FP": 753, + "IoU": 0.7325430099754229, + "TN": 1044475, + "TP": 5067, + "n_pred": 5820, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9406055003466605, + "FN": 284, + "FP": 230, + "IoU": 0.8878708551483421, + "TN": 696344, + "TP": 4070, + "n_pred": 4300, + "n_ref": 4354 + }, + "10": { + "Dice": 0.7068090353786887, + "FN": 23592, + "FP": 7079, + "IoU": 0.5465619964222883, + "TN": 633287, + "TP": 36970, + "n_pred": 44049, + "n_ref": 60562 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.670122176971492, + "FN": 1463, + "FP": 319, + "IoU": 0.5038975501113586, + "TN": 697336, + "TP": 1810, + "n_pred": 2129, + "n_ref": 3273 + }, + "13": { + "Dice": 0.3015030946065429, + "FN": 337, + "FP": 1243, + "IoU": 0.17751171264966165, + "TN": 699007, + "TP": 341, + "n_pred": 1584, + "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": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 700891, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 14287, + "IoU": 0.0, + "TN": 686641, + "TP": 0, + "n_pred": 14287, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 700863, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9189408424590069, + "FN": 201, + "FP": 1198, + "IoU": 0.8500375174188016, + "TN": 691599, + "TP": 7930, + "n_pred": 9128, + "n_ref": 8131 + }, + "7": { + "Dice": 0.8035583428483785, + "FN": 1791, + "FP": 9736, + "IoU": 0.6716235079622824, + "TN": 665825, + "TP": 23576, + "n_pred": 33312, + "n_ref": 25367 + }, + "8": { + "Dice": 0.8536895674300254, + "FN": 3418, + "FP": 32, + "IoU": 0.7447280799112098, + "TN": 687413, + "TP": 10065, + "n_pred": 10097, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6637269938650306, + "FN": 1378, + "FP": 2130, + "IoU": 0.49670014347202296, + "TN": 869190, + "TP": 3462, + "n_pred": 5592, + "n_ref": 4840 + }, + "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": 23, + "IoU": 0.0, + "TN": 876137, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "13": { + "Dice": 0.5514228872934868, + "FN": 13693, + "FP": 7051, + "IoU": 0.3806651937660476, + "TN": 842666, + "TP": 12750, + "n_pred": 19801, + "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": 3172, + "IoU": 0.0, + "TN": 872988, + "TP": 0, + "n_pred": 3172, + "n_ref": 0 + }, + "3": { + "Dice": 0.9035469035469036, + "FN": 9182, + "FP": 1535, + "IoU": 0.8240634336934038, + "TN": 815246, + "TP": 50197, + "n_pred": 51732, + "n_ref": 59379 + }, + "4": { + "Dice": 0.7710316689333593, + "FN": 3193, + "FP": 6235, + "IoU": 0.6273812346850052, + "TN": 850858, + "TP": 15874, + "n_pred": 22109, + "n_ref": 19067 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9585105007191199, + "FN": 1477, + "FP": 9110, + "IoU": 0.9203266104756171, + "TN": 743280, + "TP": 122293, + "n_pred": 131403, + "n_ref": 123770 + }, + "7": { + "Dice": 0.8392110981113154, + "FN": 8555, + "FP": 1065, + "IoU": 0.7229661627069834, + "TN": 841435, + "TP": 25105, + "n_pred": 26170, + "n_ref": 33660 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.5017906884202149, + "FN": 1566, + "FP": 938, + "IoU": 0.3349269588313413, + "TN": 872395, + "TP": 1261, + "n_pred": 2199, + "n_ref": 2827 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 241, + "IoU": 0.0, + "TN": 875919, + "TP": 0, + "n_pred": 241, + "n_ref": 0 + }, + "13": { + "Dice": 0.07515657620041753, + "FN": 443, + "FP": 0, + "IoU": 0.039045553145336226, + "TN": 875699, + "TP": 18, + "n_pred": 18, + "n_ref": 461 + }, + "14": { + "Dice": 0.8609404668826092, + "FN": 117, + "FP": 2373, + "IoU": 0.7558344773484997, + "TN": 865962, + "TP": 7708, + "n_pred": 10081, + "n_ref": 7825 + }, + "15": { + "Dice": 0.6617332972355082, + "FN": 11048, + "FP": 197, + "IoU": 0.49447041898939037, + "TN": 853916, + "TP": 10999, + "n_pred": 11196, + "n_ref": 22047 + }, + "2": { + "Dice": 0.9704082488054322, + "FN": 858, + "FP": 554, + "IoU": 0.9425175052922977, + "TN": 851596, + "TP": 23152, + "n_pred": 23706, + "n_ref": 24010 + }, + "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": 3, + "IoU": 0.0, + "TN": 876157, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9659294779050059, + "FN": 1015, + "FP": 3106, + "IoU": 0.9341040647286449, + "TN": 813622, + "TP": 58417, + "n_pred": 61523, + "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": 0.7589584944573343, + "FN": 1557, + "FP": 313, + "IoU": 0.6115496468633154, + "TN": 871346, + "TP": 2944, + "n_pred": 3257, + "n_ref": 4501 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 0.6164915770497917, + "FN": 6408, + "FP": 18270, + "IoU": 0.4456001617504999, + "TN": 1006879, + "TP": 19835, + "n_pred": 38105, + "n_ref": 26243 + }, + "11": { + "Dice": 0.7588424437299035, + "FN": 510, + "FP": 540, + "IoU": 0.6113989637305699, + "TN": 1048690, + "TP": 1652, + "n_pred": 2192, + "n_ref": 2162 + }, + "12": { + "Dice": 0.7563734593955765, + "FN": 737, + "FP": 706, + "IoU": 0.6081998370893293, + "TN": 1047709, + "TP": 2240, + "n_pred": 2946, + "n_ref": 2977 + }, + "13": { + "Dice": 0.06731676627870399, + "FN": 2953, + "FP": 12, + "IoU": 0.034830729166666664, + "TN": 1048320, + "TP": 107, + "n_pred": 119, + "n_ref": 3060 + }, + "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": 0.9690806813264624, + "FN": 700, + "FP": 872, + "IoU": 0.940016026252528, + "TN": 1025185, + "TP": 24635, + "n_pred": 25507, + "n_ref": 25335 + }, + "3": { + "Dice": 0.9461414790996785, + "FN": 1143, + "FP": 599, + "IoU": 0.8977879481311976, + "TN": 1034349, + "TP": 15301, + "n_pred": 15900, + "n_ref": 16444 + }, + "4": { + "Dice": 0.0, + "FN": 1709, + "FP": 0, + "IoU": 0.0, + "TN": 1049683, + "TP": 0, + "n_pred": 0, + "n_ref": 1709 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.661088579121366, + "FN": 49777, + "FP": 9887, + "IoU": 0.4937507954690085, + "TN": 933537, + "TP": 58191, + "n_pred": 68078, + "n_ref": 107968 + }, + "7": { + "Dice": 0.045829514207149404, + "FN": 19873, + "FP": 43628, + "IoU": 0.02345215759849906, + "TN": 986366, + "TP": 1525, + "n_pred": 45153, + "n_ref": 21398 + }, + "8": { + "Dice": 0.9632684230622375, + "FN": 703, + "FP": 259, + "IoU": 0.9291396582203889, + "TN": 1037816, + "TP": 12614, + "n_pred": 12873, + "n_ref": 13317 + }, + "9": { + "Dice": 0.8040715394789809, + "FN": 4541, + "FP": 2273, + "IoU": 0.6723408347759184, + "TN": 1030596, + "TP": 13982, + "n_pred": 16255, + "n_ref": 18523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8726541554959786, + "FN": 15, + "FP": 175, + "IoU": 0.7740784780023782, + "TN": 1050551, + "TP": 651, + "n_pred": 826, + "n_ref": 666 + }, + "10": { + "Dice": 0.8847199564980968, + "FN": 2874, + "FP": 518, + "IoU": 0.7932715748415408, + "TN": 1034984, + "TP": 13016, + "n_pred": 13534, + "n_ref": 15890 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5645578986311506, + "FN": 104, + "FP": 1073, + "IoU": 0.39329896907216494, + "TN": 1049452, + "TP": 763, + "n_pred": 1836, + "n_ref": 867 + }, + "13": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 1051380, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "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": 210, + "IoU": 0.0, + "TN": 1051182, + "TP": 0, + "n_pred": 210, + "n_ref": 0 + }, + "3": { + "Dice": 0.9632878322089204, + "FN": 2067, + "FP": 1432, + "IoU": 0.9291757752408711, + "TN": 1001988, + "TP": 45905, + "n_pred": 47337, + "n_ref": 47972 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6798, + "IoU": 0.0, + "TN": 1044594, + "TP": 0, + "n_pred": 6798, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 585, + "IoU": 0.0, + "TN": 1050807, + "TP": 0, + "n_pred": 585, + "n_ref": 0 + }, + "6": { + "Dice": 0.5318714780821878, + "FN": 162211, + "FP": 1362, + "IoU": 0.36227855405152515, + "TN": 794896, + "TP": 92923, + "n_pred": 94285, + "n_ref": 255134 + }, + "7": { + "Dice": 0.8479123370489325, + "FN": 3401, + "FP": 10284, + "IoU": 0.7359790095113152, + "TN": 999559, + "TP": 38148, + "n_pred": 48432, + "n_ref": 41549 + }, + "8": { + "Dice": 0.8486008005501579, + "FN": 8780, + "FP": 8392, + "IoU": 0.737017014564222, + "TN": 986095, + "TP": 48125, + "n_pred": 56517, + "n_ref": 56905 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 97, + "IoU": 0.0, + "TN": 1051295, + "TP": 0, + "n_pred": 97, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.0, + "FN": 0, + "FP": 2915, + "IoU": 0.0, + "TN": 873245, + "TP": 0, + "n_pred": 2915, + "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": 0.5481013442358917, + "FN": 6165, + "FP": 1130, + "IoU": 0.37750661319225187, + "TN": 864441, + "TP": 4424, + "n_pred": 5554, + "n_ref": 10589 + }, + "14": { + "Dice": 0.0, + "FN": 3, + "FP": 363, + "IoU": 0.0, + "TN": 875794, + "TP": 0, + "n_pred": 363, + "n_ref": 3 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 117, + "IoU": 0.0, + "TN": 876043, + "TP": 0, + "n_pred": 117, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 12563, + "FP": 0, + "IoU": 0.0, + "TN": 863597, + "TP": 0, + "n_pred": 0, + "n_ref": 12563 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9535627600040354, + "FN": 804, + "FP": 7021, + "IoU": 0.9112469659505932, + "TN": 787994, + "TP": 80341, + "n_pred": 87362, + "n_ref": 81145 + }, + "7": { + "Dice": 0.32222304338186386, + "FN": 1744, + "FP": 7427, + "IoU": 0.1920535635626817, + "TN": 864809, + "TP": 2180, + "n_pred": 9607, + "n_ref": 3924 + }, + "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": 1072, + "IoU": 0.0, + "TN": 875088, + "TP": 0, + "n_pred": 1072, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 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": 0.964906864258516, + "FN": 244, + "FP": 97, + "IoU": 0.932193278981905, + "TN": 871131, + "TP": 4688, + "n_pred": 4785, + "n_ref": 4932 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6321, + "IoU": 0.0, + "TN": 869839, + "TP": 0, + "n_pred": 6321, + "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": 202, + "IoU": 0.0, + "TN": 875958, + "TP": 0, + "n_pred": 202, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.8148148148148148, + "FN": 191, + "FP": 9, + "IoU": 0.6875, + "TN": 875520, + "TP": 440, + "n_pred": 449, + "n_ref": 631 + }, + "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": 2372, + "FP": 0, + "IoU": 0.0, + "TN": 873788, + "TP": 0, + "n_pred": 0, + "n_ref": 2372 + }, + "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": 372, + "IoU": 0.0, + "TN": 875788, + "TP": 0, + "n_pred": 372, + "n_ref": 0 + }, + "8": { + "Dice": 0.13807715164199158, + "FN": 33238, + "FP": 121, + "IoU": 0.07415836363131748, + "TN": 840129, + "TP": 2672, + "n_pred": 2793, + "n_ref": 35910 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7457686267667074, + "FN": 273, + "FP": 1184, + "IoU": 0.5946021146355036, + "TN": 1047798, + "TP": 2137, + "n_pred": 3321, + "n_ref": 2410 + }, + "11": { + "Dice": 0.7229135053110773, + "FN": 1498, + "FP": 328, + "IoU": 0.56606463878327, + "TN": 1047184, + "TP": 2382, + "n_pred": 2710, + "n_ref": 3880 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8621602249545128, + "FN": 1495, + "FP": 3505, + "IoU": 0.7577167223918205, + "TN": 1030755, + "TP": 15637, + "n_pred": 19142, + "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": 0.9618286892185371, + "FN": 515, + "FP": 522, + "IoU": 0.9264643313005247, + "TN": 1037290, + "TP": 13065, + "n_pred": 13587, + "n_ref": 13580 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8618269059889817, + "FN": 2655, + "FP": 455, + "IoU": 0.7572019673666953, + "TN": 1038583, + "TP": 9699, + "n_pred": 10154, + "n_ref": 12354 + }, + "5": { + "Dice": 0.832180409518539, + "FN": 633, + "FP": 1793, + "IoU": 0.7125932946333373, + "TN": 1042951, + "TP": 6015, + "n_pred": 7808, + "n_ref": 6648 + }, + "6": { + "Dice": 0.9223731884057971, + "FN": 4987, + "FP": 15581, + "IoU": 0.8559300664032949, + "TN": 908628, + "TP": 122196, + "n_pred": 137777, + "n_ref": 127183 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 2649, + "IoU": 0.0, + "TN": 1048742, + "TP": 0, + "n_pred": 2649, + "n_ref": 1 + }, + "8": { + "Dice": 0.9585024808299504, + "FN": 312, + "FP": 56, + "IoU": 0.92031182330013, + "TN": 1046774, + "TP": 4250, + "n_pred": 4306, + "n_ref": 4562 + }, + "9": { + "Dice": 0.8400084444176368, + "FN": 6364, + "FP": 4246, + "IoU": 0.7241504822816733, + "TN": 1012929, + "TP": 27853, + "n_pred": 32099, + "n_ref": 34217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6984484228473998, + "FN": 5748, + "FP": 3095, + "IoU": 0.5366275413959337, + "TN": 857076, + "TP": 10241, + "n_pred": 13336, + "n_ref": 15989 + }, + "11": { + "Dice": 0.6604651162790698, + "FN": 94, + "FP": 52, + "IoU": 0.4930555555555556, + "TN": 875872, + "TP": 142, + "n_pred": 194, + "n_ref": 236 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 876118, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "13": { + "Dice": 0.5707275223061085, + "FN": 21651, + "FP": 3367, + "IoU": 0.3993133088429494, + "TN": 834511, + "TP": 16631, + "n_pred": 19998, + "n_ref": 38282 + }, + "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": 0.7155923344947736, + "FN": 1290, + "FP": 16, + "IoU": 0.557138012885724, + "TN": 873211, + "TP": 1643, + "n_pred": 1659, + "n_ref": 2933 + }, + "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": 3648, + "IoU": 0.0, + "TN": 872512, + "TP": 0, + "n_pred": 3648, + "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": 0.8978498489860491, + "FN": 1542, + "FP": 4140, + "IoU": 0.8146347828923759, + "TN": 845507, + "TP": 24971, + "n_pred": 29111, + "n_ref": 26513 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 876154, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "8": { + "Dice": 0.9332248976153824, + "FN": 869, + "FP": 1430, + "IoU": 0.8748094097146591, + "TN": 857796, + "TP": 16065, + "n_pred": 17495, + "n_ref": 16934 + }, + "9": { + "Dice": 0.8321862520180134, + "FN": 1591, + "FP": 2359, + "IoU": 0.7126018626309663, + "TN": 862416, + "TP": 9794, + "n_pred": 12153, + "n_ref": 11385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6652428641519236, + "FN": 22728, + "FP": 470, + "IoU": 0.4983999308078187, + "TN": 654680, + "TP": 23050, + "n_pred": 23520, + "n_ref": 45778 + }, + "10": { + "Dice": 0.8479166666666667, + "FN": 3705, + "FP": 2135, + "IoU": 0.7359855334538878, + "TN": 678808, + "TP": 16280, + "n_pred": 18415, + "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": 0.10670410670410671, + "FN": 3974, + "FP": 1116, + "IoU": 0.05635891731553578, + "TN": 695534, + "TP": 304, + "n_pred": 1420, + "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": 0.0, + "FN": 0, + "FP": 1727, + "IoU": 0.0, + "TN": 699201, + "TP": 0, + "n_pred": 1727, + "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": 0.5248677248677248, + "FN": 2, + "FP": 447, + "IoU": 0.35581061692969873, + "TN": 700231, + "TP": 248, + "n_pred": 695, + "n_ref": 250 + }, + "7": { + "Dice": 0.9270615676174742, + "FN": 1197, + "FP": 304, + "IoU": 0.8640398550724637, + "TN": 689888, + "TP": 9539, + "n_pred": 9843, + "n_ref": 10736 + }, + "8": { + "Dice": 0.6846261775906995, + "FN": 7821, + "FP": 46, + "IoU": 0.520480312080946, + "TN": 684522, + "TP": 8539, + "n_pred": 8585, + "n_ref": 16360 + }, + "9": { + "Dice": 0.8850301078280353, + "FN": 1233, + "FP": 1230, + "IoU": 0.7937704094448631, + "TN": 688985, + "TP": 9480, + "n_pred": 10710, + "n_ref": 10713 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4218471636193155, + "FN": 4517, + "FP": 7815, + "IoU": 0.2673043788247876, + "TN": 859329, + "TP": 4499, + "n_pred": 12314, + "n_ref": 9016 + }, + "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": 0.7801872038467823, + "FN": 533, + "FP": 8884, + "IoU": 0.6395958513529029, + "TN": 850031, + "TP": 16712, + "n_pred": 25596, + "n_ref": 17245 + }, + "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": 2154, + "IoU": 0.0, + "TN": 874006, + "TP": 0, + "n_pred": 2154, + "n_ref": 0 + }, + "5": { + "Dice": 0.641092727972297, + "FN": 17035, + "FP": 1621, + "IoU": 0.4717707684466844, + "TN": 840842, + "TP": 16662, + "n_pred": 18283, + "n_ref": 33697 + }, + "6": { + "Dice": 0.5880651402167584, + "FN": 15271, + "FP": 6660, + "IoU": 0.41649594253026473, + "TN": 838575, + "TP": 15654, + "n_pred": 22314, + "n_ref": 30925 + }, + "7": { + "Dice": 0.8968685341145652, + "FN": 14808, + "FP": 1491, + "IoU": 0.8130205345875875, + "TN": 788990, + "TP": 70871, + "n_pred": 72362, + "n_ref": 85679 + }, + "8": { + "Dice": 0.9652886398243197, + "FN": 1745, + "FP": 1606, + "IoU": 0.9329061968164981, + "TN": 826215, + "TP": 46594, + "n_pred": 48200, + "n_ref": 48339 + }, + "9": { + "Dice": 0.8930266520627966, + "FN": 327, + "FP": 552, + "IoU": 0.8067282321899736, + "TN": 871612, + "TP": 3669, + "n_pred": 4221, + "n_ref": 3996 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9272849312003579, + "FN": 4825, + "FP": 375, + "IoU": 0.8644279904056732, + "TN": 837804, + "TP": 33156, + "n_pred": 33531, + "n_ref": 37981 + }, + "10": { + "Dice": 0.7910682791635173, + "FN": 4031, + "FP": 2603, + "IoU": 0.6543531495857865, + "TN": 856967, + "TP": 12559, + "n_pred": 15162, + "n_ref": 16590 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 876157, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "12": { + "Dice": 0.7403741701870851, + "FN": 435, + "FP": 1716, + "IoU": 0.5877730931391337, + "TN": 870942, + "TP": 3067, + "n_pred": 4783, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 267, + "IoU": 0.0, + "TN": 875893, + "TP": 0, + "n_pred": 267, + "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": 0.8619652657694911, + "FN": 163, + "FP": 3509, + "IoU": 0.7574156041487745, + "TN": 861023, + "TP": 11465, + "n_pred": 14974, + "n_ref": 11628 + }, + "3": { + "Dice": 0.9037475794509625, + "FN": 3878, + "FP": 1192, + "IoU": 0.8243973399833749, + "TN": 847288, + "TP": 23802, + "n_pred": 24994, + "n_ref": 27680 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 876126, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9804924537109071, + "FN": 1190, + "FP": 816, + "IoU": 0.9617314332589328, + "TN": 823741, + "TP": 50413, + "n_pred": 51229, + "n_ref": 51603 + }, + "7": { + "Dice": 0.8500716569286738, + "FN": 2383, + "FP": 337, + "IoU": 0.7392388074010162, + "TN": 865729, + "TP": 7711, + "n_pred": 8048, + "n_ref": 10094 + }, + "8": { + "Dice": 0.970029091401123, + "FN": 477, + "FP": 409, + "IoU": 0.9418024172359433, + "TN": 860936, + "TP": 14338, + "n_pred": 14747, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.929761783048768, + "FN": 1236, + "FP": 138, + "IoU": 0.8687428353076041, + "TN": 1040924, + "TP": 9094, + "n_pred": 9232, + "n_ref": 10330 + }, + "10": { + "Dice": 0.5424349635796045, + "FN": 186, + "FP": 10807, + "IoU": 0.37215146496087725, + "TN": 1033883, + "TP": 6516, + "n_pred": 17323, + "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": 400, + "IoU": 0.0, + "TN": 1050992, + "TP": 0, + "n_pred": 400, + "n_ref": 0 + }, + "13": { + "Dice": 0.7450958843892521, + "FN": 8561, + "FP": 717, + "IoU": 0.5937472633330414, + "TN": 1028554, + "TP": 13560, + "n_pred": 14277, + "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": 0.0, + "FN": 0, + "FP": 698, + "IoU": 0.0, + "TN": 1050694, + "TP": 0, + "n_pred": 698, + "n_ref": 0 + }, + "3": { + "Dice": 0.5021538461538462, + "FN": 3174, + "FP": 4916, + "IoU": 0.3352506162695152, + "TN": 1039222, + "TP": 4080, + "n_pred": 8996, + "n_ref": 7254 + }, + "4": { + "Dice": 0.6072951904691867, + "FN": 3937, + "FP": 1403, + "IoU": 0.43605449361072973, + "TN": 1041923, + "TP": 4129, + "n_pred": 5532, + "n_ref": 8066 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9787234042553191, + "FN": 1054, + "FP": 2818, + "IoU": 0.9583333333333334, + "TN": 958464, + "TP": 89056, + "n_pred": 91874, + "n_ref": 90110 + }, + "7": { + "Dice": 0.5188669420626931, + "FN": 16405, + "FP": 11315, + "IoU": 0.3503175756439403, + "TN": 1008725, + "TP": 14947, + "n_pred": 26262, + "n_ref": 31352 + }, + "8": { + "Dice": 0.7247812166488794, + "FN": 20234, + "FP": 12001, + "IoU": 0.5683583288698447, + "TN": 976712, + "TP": 42445, + "n_pred": 54446, + "n_ref": 62679 + }, + "9": { + "Dice": 0.9553804302100569, + "FN": 955, + "FP": 636, + "IoU": 0.9145725945017182, + "TN": 1032768, + "TP": 17033, + "n_pred": 17669, + "n_ref": 17988 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0320.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": 0.9618397693773514, + "FN": 1921, + "FP": 2765, + "IoU": 0.926484892221769, + "TN": 812418, + "TP": 59056, + "n_pred": 61821, + "n_ref": 60977 + }, + "15": { + "Dice": 0.12214920757634326, + "FN": 61, + "FP": 2210, + "IoU": 0.06504734458624949, + "TN": 873731, + "TP": 158, + "n_pred": 2368, + "n_ref": 219 + }, + "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": 0.9881807850926148, + "FN": 363, + "FP": 3142, + "IoU": 0.9766376942970646, + "TN": 726132, + "TP": 146523, + "n_pred": 149665, + "n_ref": 146886 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 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": 0.5443268879970814, + "FN": 1822, + "FP": 1925, + "IoU": 0.37393483709273184, + "TN": 870175, + "TP": 2238, + "n_pred": 4163, + "n_ref": 4060 + }, + "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": 0.9407334889675427, + "FN": 2101, + "FP": 260, + "IoU": 0.8880989620361155, + "TN": 855061, + "TP": 18738, + "n_pred": 18998, + "n_ref": 20839 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 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": 46, + "IoU": 0.0, + "TN": 876114, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2193, + "IoU": 0.0, + "TN": 873967, + "TP": 0, + "n_pred": 2193, + "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": 0.7159171786952575, + "FN": 42978, + "FP": 529, + "IoU": 0.5575319339353999, + "TN": 777832, + "TP": 54821, + "n_pred": 55350, + "n_ref": 97799 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 31065, + "IoU": 0.0, + "TN": 845095, + "TP": 0, + "n_pred": 31065, + "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": 0.21464128843338215, + "FN": 0, + "FP": 21456, + "IoU": 0.12022306052156799, + "TN": 851772, + "TP": 2932, + "n_pred": 24388, + "n_ref": 2932 + }, + "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": 174, + "FP": 0, + "IoU": 0.0, + "TN": 875986, + "TP": 0, + "n_pred": 0, + "n_ref": 174 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7187367784829254, + "FN": 37135, + "FP": 93, + "IoU": 0.5609595018515461, + "TN": 616134, + "TP": 47566, + "n_pred": 47659, + "n_ref": 84701 + }, + "10": { + "Dice": 0.7068493150684931, + "FN": 74, + "FP": 247, + "IoU": 0.5466101694915254, + "TN": 700220, + "TP": 387, + "n_pred": 634, + "n_ref": 461 + }, + "11": { + "Dice": 0.6552309782608695, + "FN": 1648, + "FP": 382, + "IoU": 0.4872442535993938, + "TN": 696969, + "TP": 1929, + "n_pred": 2311, + "n_ref": 3577 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 700887, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "13": { + "Dice": 0.8279489105935387, + "FN": 38, + "FP": 191, + "IoU": 0.7064102564102565, + "TN": 700148, + "TP": 551, + "n_pred": 742, + "n_ref": 589 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 700896, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9621063785676441, + "FN": 902, + "FP": 743, + "IoU": 0.9269797585227273, + "TN": 678400, + "TP": 20883, + "n_pred": 21626, + "n_ref": 21785 + }, + "3": { + "Dice": 0.6549499859773769, + "FN": 183, + "FP": 3508, + "IoU": 0.4869335557408952, + "TN": 693734, + "TP": 3503, + "n_pred": 7011, + "n_ref": 3686 + }, + "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": 0.8381105308027844, + "FN": 1494, + "FP": 18065, + "IoU": 0.7213341311905169, + "TN": 630740, + "TP": 50629, + "n_pred": 68694, + "n_ref": 52123 + }, + "7": { + "Dice": 0.00020463707614545604, + "FN": 48774, + "FP": 83, + "IoU": 0.00010232900822725226, + "TN": 652066, + "TP": 5, + "n_pred": 88, + "n_ref": 48779 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8635848262010432, + "FN": 438, + "FP": 3773, + "IoU": 0.7599201824401368, + "TN": 683388, + "TP": 13329, + "n_pred": 17102, + "n_ref": 13767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 0.8562091503267973, + "FN": 533, + "FP": 1799, + "IoU": 0.7485714285714286, + "TN": 866885, + "TP": 6943, + "n_pred": 8742, + "n_ref": 7476 + }, + "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": 0.6063489905512881, + "FN": 5255, + "FP": 536, + "IoU": 0.43507950443859134, + "TN": 865909, + "TP": 4460, + "n_pred": 4996, + "n_ref": 9715 + }, + "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": 7, + "IoU": 0.0, + "TN": 876153, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "4": { + "Dice": 0.6842819843342036, + "FN": 1902, + "FP": 1121, + "IoU": 0.5200825527861566, + "TN": 869861, + "TP": 3276, + "n_pred": 4397, + "n_ref": 5178 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9842983874491981, + "FN": 1823, + "FP": 5363, + "IoU": 0.9690822336859949, + "TN": 643737, + "TP": 225237, + "n_pred": 230600, + "n_ref": 227060 + }, + "7": { + "Dice": 0.755406195207481, + "FN": 1021, + "FP": 653, + "IoU": 0.606949988260155, + "TN": 871901, + "TP": 2585, + "n_pred": 3238, + "n_ref": 3606 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9795096137945549, + "FN": 1054, + "FP": 309, + "IoU": 0.9598420789016234, + "TN": 666987, + "TP": 32578, + "n_pred": 32887, + "n_ref": 33632 + }, + "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": 25, + "IoU": 0.0, + "TN": 700903, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "7": { + "Dice": 0.8810209962947715, + "FN": 274, + "FP": 15, + "IoU": 0.7873436350257542, + "TN": 699569, + "TP": 1070, + "n_pred": 1085, + "n_ref": 1344 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5521222410865875, + "FN": 844, + "FP": 475, + "IoU": 0.38133208255159473, + "TN": 1049260, + "TP": 813, + "n_pred": 1288, + "n_ref": 1657 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 596, + "IoU": 0.0, + "TN": 1050796, + "TP": 0, + "n_pred": 596, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 70, + "IoU": 0.0, + "TN": 1051322, + "TP": 0, + "n_pred": 70, + "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": 0.5789473684210527, + "FN": 16, + "FP": 0, + "IoU": 0.4074074074074074, + "TN": 1051365, + "TP": 11, + "n_pred": 11, + "n_ref": 27 + }, + "6": { + "Dice": 0.8722866615368539, + "FN": 6031, + "FP": 20857, + "IoU": 0.7735003495884964, + "TN": 932681, + "TP": 91823, + "n_pred": 112680, + "n_ref": 97854 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 1051382, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "8": { + "Dice": 0.8804597701149425, + "FN": 46, + "FP": 58, + "IoU": 0.7864476386036962, + "TN": 1050905, + "TP": 383, + "n_pred": 441, + "n_ref": 429 + }, + "9": { + "Dice": 0.4529603279874593, + "FN": 18564, + "FP": 4119, + "IoU": 0.2927916692648251, + "TN": 1019318, + "TP": 9391, + "n_pred": 13510, + "n_ref": 27955 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0403.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": 18724, + "IoU": 0.0, + "TN": 857436, + "TP": 0, + "n_pred": 18724, + "n_ref": 0 + }, + "15": { + "Dice": 0.9285062675271142, + "FN": 5737, + "FP": 2727, + "IoU": 0.8665531485510674, + "TN": 812734, + "TP": 54962, + "n_pred": 57689, + "n_ref": 60699 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.43574467018919705, + "FN": 1863.6955555555555, + "FP": 1789.3444444444442, + "IoU": 0.37011223894914713, + "TN": 876859.22, + "TP": 7329.873333333335, + "n_pred": 9119.21777777778, + "n_ref": 9193.568888888887 + }, + "mean": { + "1": { + "Dice": 0.3653760752395188, + "FN": 3568.866666666667, + "FP": 969.5, + "IoU": 0.31987581141988664, + "TN": 877689.2, + "TP": 5614.566666666667, + "n_pred": 6584.066666666667, + "n_ref": 9183.433333333332 + }, + "10": { + "Dice": 0.3914770158605031, + "FN": 1882.7, + "FP": 1829.4, + "IoU": 0.29662454199438065, + "TN": 880341.9, + "TP": 3788.133333333333, + "n_pred": 5617.533333333334, + "n_ref": 5670.833333333333 + }, + "11": { + "Dice": 0.18897466386416084, + "FN": 227.23333333333332, + "FP": 174.0, + "IoU": 0.13217871884828983, + "TN": 887303.6666666666, + "TP": 137.23333333333332, + "n_pred": 311.23333333333335, + "n_ref": 364.46666666666664 + }, + "12": { + "Dice": 0.14523427911471848, + "FN": 338.76666666666665, + "FP": 90.03333333333333, + "IoU": 0.10038975533777594, + "TN": 887303.9, + "TP": 109.43333333333334, + "n_pred": 199.46666666666667, + "n_ref": 448.2 + }, + "13": { + "Dice": 0.342458258706657, + "FN": 1431.1666666666667, + "FP": 1173.8666666666666, + "IoU": 0.26837151056325836, + "TN": 882588.4333333333, + "TP": 2648.6666666666665, + "n_pred": 3822.5333333333333, + "n_ref": 4079.8333333333335 + }, + "14": { + "Dice": 0.37723495826966774, + "FN": 1863.9333333333334, + "FP": 1771.1, + "IoU": 0.29915421496889544, + "TN": 882257.7333333333, + "TP": 1949.3666666666666, + "n_pred": 3720.4666666666667, + "n_ref": 3813.3 + }, + "15": { + "Dice": 0.41605683062646476, + "FN": 329.1, + "FP": 1394.3666666666666, + "IoU": 0.34200638686173457, + "TN": 883445.1333333333, + "TP": 2673.5333333333333, + "n_pred": 4067.9, + "n_ref": 3002.633333333333 + }, + "2": { + "Dice": 0.47067976029865705, + "FN": 2244.5333333333333, + "FP": 1797.5, + "IoU": 0.41865823546537306, + "TN": 877589.4666666667, + "TP": 6210.633333333333, + "n_pred": 8008.133333333333, + "n_ref": 8455.166666666666 + }, + "3": { + "Dice": 0.3831540149130341, + "FN": 1499.6333333333334, + "FP": 2713.5666666666666, + "IoU": 0.33711220503903094, + "TN": 872307.8, + "TP": 11321.133333333333, + "n_pred": 14034.7, + "n_ref": 12820.766666666666 + }, + "4": { + "Dice": 0.4037553737566138, + "FN": 545.8, + "FP": 335.7, + "IoU": 0.34330269279300935, + "TN": 884956.9, + "TP": 2003.7333333333333, + "n_pred": 2339.4333333333334, + "n_ref": 2549.5333333333333 + }, + "5": { + "Dice": 0.48080029414400327, + "FN": 215.23333333333332, + "FP": 149.6, + "IoU": 0.4116083347248577, + "TN": 886529.5333333333, + "TP": 947.7666666666667, + "n_pred": 1097.3666666666666, + "n_ref": 1163.0 + }, + "6": { + "Dice": 0.7043892957641582, + "FN": 8747.633333333333, + "FP": 6229.266666666666, + "IoU": 0.6349783522505247, + "TN": 821556.3, + "TP": 51308.933333333334, + "n_pred": 57538.2, + "n_ref": 60056.566666666666 + }, + "7": { + "Dice": 0.39301257102350207, + "FN": 3746.733333333333, + "FP": 6002.666666666667, + "IoU": 0.3339161843278151, + "TN": 869381.6, + "TP": 8711.133333333333, + "n_pred": 14713.8, + "n_ref": 12457.866666666667 + }, + "8": { + "Dice": 0.7931496438499438, + "FN": 475.06666666666666, + "FP": 347.8666666666667, + "IoU": 0.7414645437307422, + "TN": 880236.8333333334, + "TP": 6782.366666666667, + "n_pred": 7130.233333333334, + "n_ref": 7257.433333333333 + }, + "9": { + "Dice": 0.6804170174063532, + "FN": 839.0333333333333, + "FP": 1861.7333333333333, + "IoU": 0.5720420959116318, + "TN": 879399.9, + "TP": 5741.466666666666, + "n_pred": 7603.2, + "n_ref": 6580.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 405, + "FP": 0, + "IoU": 0.0, + "TN": 875755, + "TP": 0, + "n_pred": 0, + "n_ref": 405 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 160, + "IoU": 0.0, + "TN": 876000, + "TP": 0, + "n_pred": 160, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 330, + "IoU": 0.0, + "TN": 875830, + "TP": 0, + "n_pred": 330, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 876085, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 479, + "FP": 5222, + "IoU": 0.0, + "TN": 870459, + "TP": 0, + "n_pred": 5222, + "n_ref": 479 + }, + "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": 0.5158798283261803, + "FN": 2225, + "FP": 1159, + "IoU": 0.3475997686524002, + "TN": 870973, + "TP": 1803, + "n_pred": 2962, + "n_ref": 4028 + }, + "6": { + "Dice": 0.8612635561632546, + "FN": 3217, + "FP": 11597, + "IoU": 0.7563326534640437, + "TN": 815364, + "TP": 45982, + "n_pred": 57579, + "n_ref": 49199 + }, + "7": { + "Dice": 0.45178024050931387, + "FN": 7621, + "FP": 1679, + "IoU": 0.29180627474870546, + "TN": 863028, + "TP": 3832, + "n_pred": 5511, + "n_ref": 11453 + }, + "8": { + "Dice": 0.9604717470191809, + "FN": 1812, + "FP": 628, + "IoU": 0.9239496322154345, + "TN": 844076, + "TP": 29644, + "n_pred": 30272, + "n_ref": 31456 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 734, + "IoU": 0.0, + "TN": 875426, + "TP": 0, + "n_pred": 734, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0006.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": 613, + "IoU": 0.0, + "TN": 875547, + "TP": 0, + "n_pred": 613, + "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": 544, + "IoU": 0.0, + "TN": 875616, + "TP": 0, + "n_pred": 544, + "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": 0.7857142857142857, + "FN": 0, + "FP": 6, + "IoU": 0.6470588235294118, + "TN": 876143, + "TP": 11, + "n_pred": 17, + "n_ref": 11 + }, + "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": 0.8301158301158301, + "FN": 448, + "FP": 168, + "IoU": 0.7095709570957096, + "TN": 874039, + "TP": 1505, + "n_pred": 1673, + "n_ref": 1953 + }, + "6": { + "Dice": 0.9476846165449178, + "FN": 6768, + "FP": 5371, + "IoU": 0.900570904355091, + "TN": 754073, + "TP": 109948, + "n_pred": 115319, + "n_ref": 116716 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 876091, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "8": { + "Dice": 0.8879042977403633, + "FN": 163, + "FP": 343, + "IoU": 0.798406374501992, + "TN": 873650, + "TP": 2004, + "n_pred": 2347, + "n_ref": 2167 + }, + "9": { + "Dice": 0.8482902494331066, + "FN": 3836, + "FP": 4527, + "IoU": 0.7365486391129032, + "TN": 844416, + "TP": 23381, + "n_pred": 27908, + "n_ref": 27217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0014.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": 8453, + "IoU": 0.0, + "TN": 1042939, + "TP": 0, + "n_pred": 8453, + "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": 0.4816472694717995, + "FN": 144, + "FP": 435, + "IoU": 0.31721698113207547, + "TN": 1050544, + "TP": 269, + "n_pred": 704, + "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": 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": 0.6886609370668145, + "FN": 2000, + "FP": 246, + "IoU": 0.5251585623678647, + "TN": 1046662, + "TP": 2484, + "n_pred": 2730, + "n_ref": 4484 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 1051344, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "6": { + "Dice": 0.9628005743523368, + "FN": 4256, + "FP": 4941, + "IoU": 0.928269482747863, + "TN": 923176, + "TP": 119019, + "n_pred": 123960, + "n_ref": 123275 + }, + "7": { + "Dice": 0.9126611570247933, + "FN": 687, + "FP": 1955, + "IoU": 0.8393530341724431, + "TN": 1034946, + "TP": 13804, + "n_pred": 15759, + "n_ref": 14491 + }, + "8": { + "Dice": 0.8768858616079954, + "FN": 3001, + "FP": 867, + "IoU": 0.7807629088023579, + "TN": 1033749, + "TP": 13775, + "n_pred": 14642, + "n_ref": 16776 + }, + "9": { + "Dice": 0.8095471872473143, + "FN": 3414, + "FP": 9776, + "IoU": 0.6800329912912695, + "TN": 1010169, + "TP": 28033, + "n_pred": 37809, + "n_ref": 31447 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 13579, + "IoU": 0.0, + "TN": 1037813, + "TP": 0, + "n_pred": 13579, + "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": 2377, + "IoU": 0.0, + "TN": 1049015, + "TP": 0, + "n_pred": 2377, + "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": 3922, + "IoU": 0.0, + "TN": 1047470, + "TP": 0, + "n_pred": 3922, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 1280, + "FP": 0, + "IoU": 0.0, + "TN": 1050112, + "TP": 0, + "n_pred": 0, + "n_ref": 1280 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 917, + "IoU": 0.0, + "TN": 1050475, + "TP": 0, + "n_pred": 917, + "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": 0, + "FP": 14, + "IoU": 0.0, + "TN": 1051378, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "6": { + "Dice": 0.8779887164432448, + "FN": 17158, + "FP": 381, + "IoU": 0.7825132681910619, + "TN": 970748, + "TP": 63105, + "n_pred": 63486, + "n_ref": 80263 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7866774979691308, + "FN": 1986, + "FP": 1953, + "IoU": 0.6483663631494376, + "TN": 1040190, + "TP": 7263, + "n_pred": 9216, + "n_ref": 9249 + }, + "9": { + "Dice": 0.6897182822406693, + "FN": 298, + "FP": 4449, + "IoU": 0.5263893045994213, + "TN": 1041369, + "TP": 5276, + "n_pred": 9725, + "n_ref": 5574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 0.5203516622595882, + "FN": 11170, + "FP": 10053, + "IoU": 0.3516725217656942, + "TN": 843425, + "TP": 11512, + "n_pred": 21565, + "n_ref": 22682 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.11247443762781185, + "FN": 33, + "FP": 835, + "IoU": 0.059588299024918745, + "TN": 875237, + "TP": 55, + "n_pred": 890, + "n_ref": 88 + }, + "13": { + "Dice": 0.6905372641343688, + "FN": 4668, + "FP": 4139, + "IoU": 0.5273439596414963, + "TN": 857527, + "TP": 9826, + "n_pred": 13965, + "n_ref": 14494 + }, + "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": 273, + "IoU": 0.0, + "TN": 875887, + "TP": 0, + "n_pred": 273, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7862102217936355, + "FN": 78, + "FP": 8790, + "IoU": 0.6477317867641217, + "TN": 850986, + "TP": 16306, + "n_pred": 25096, + "n_ref": 16384 + }, + "7": { + "Dice": 0.8561527980077996, + "FN": 8401, + "FP": 3845, + "IoU": 0.7484852841504241, + "TN": 827471, + "TP": 36443, + "n_pred": 40288, + "n_ref": 44844 + }, + "8": { + "Dice": 0.91900474139806, + "FN": 1917, + "FP": 1807, + "IoU": 0.8501468753772484, + "TN": 851309, + "TP": 21127, + "n_pred": 22934, + "n_ref": 23044 + }, + "9": { + "Dice": 0.932182226820306, + "FN": 1453, + "FP": 448, + "IoU": 0.8729787518374983, + "TN": 861194, + "TP": 13065, + "n_pred": 13513, + "n_ref": 14518 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 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": 395, + "IoU": 0.0, + "TN": 700533, + "TP": 0, + "n_pred": 395, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.8237147922001182, + "FN": 570, + "FP": 325, + "IoU": 0.7002679169457469, + "TN": 697942, + "TP": 2091, + "n_pred": 2416, + "n_ref": 2661 + }, + "2": { + "Dice": 0.7277856931258728, + "FN": 18853, + "FP": 444, + "IoU": 0.5720621826004036, + "TN": 655835, + "TP": 25796, + "n_pred": 26240, + "n_ref": 44649 + }, + "3": { + "Dice": 0.8501486538567418, + "FN": 2040, + "FP": 19734, + "IoU": 0.7393552711907013, + "TN": 617389, + "TP": 61765, + "n_pred": 81499, + "n_ref": 63805 + }, + "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": 17, + "IoU": 0.0, + "TN": 700911, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "6": { + "Dice": 0.3046594982078853, + "FN": 83, + "FP": 305, + "IoU": 0.17970401691331925, + "TN": 700455, + "TP": 85, + "n_pred": 390, + "n_ref": 168 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 812, + "IoU": 0.0, + "TN": 700116, + "TP": 0, + "n_pred": 812, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 700897, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "9": { + "Dice": 0.6385869565217391, + "FN": 70, + "FP": 196, + "IoU": 0.469061876247505, + "TN": 700427, + "TP": 235, + "n_pred": 431, + "n_ref": 305 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8603910868576625, + "FN": 392, + "FP": 1757, + "IoU": 0.7549880287310455, + "TN": 867389, + "TP": 6622, + "n_pred": 8379, + "n_ref": 7014 + }, + "10": { + "Dice": 0.3836726321727091, + "FN": 7374, + "FP": 4645, + "IoU": 0.23737309644670052, + "TN": 860400, + "TP": 3741, + "n_pred": 8386, + "n_ref": 11115 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.09420035149384885, + "FN": 2577, + "FP": 0, + "IoU": 0.04942825525636296, + "TN": 873449, + "TP": 134, + "n_pred": 134, + "n_ref": 2711 + }, + "13": { + "Dice": 0.7374534224042432, + "FN": 5026, + "FP": 2795, + "IoU": 0.5840999734113268, + "TN": 857355, + "TP": 10984, + "n_pred": 13779, + "n_ref": 16010 + }, + "14": { + "Dice": 0.9000613120784795, + "FN": 84, + "FP": 79, + "IoU": 0.8182831661092531, + "TN": 875263, + "TP": 734, + "n_pred": 813, + "n_ref": 818 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 8023, + "IoU": 0.0, + "TN": 868137, + "TP": 0, + "n_pred": 8023, + "n_ref": 0 + }, + "2": { + "Dice": 0.5916634289837376, + "FN": 27952, + "FP": 1476, + "IoU": 0.420115078426736, + "TN": 825412, + "TP": 21320, + "n_pred": 22796, + "n_ref": 49272 + }, + "3": { + "Dice": 0.6893848666303756, + "FN": 1849, + "FP": 26681, + "IoU": 0.5260009968433295, + "TN": 815970, + "TP": 31660, + "n_pred": 58341, + "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": 0.0, + "FN": 0, + "FP": 108, + "IoU": 0.0, + "TN": 876052, + "TP": 0, + "n_pred": 108, + "n_ref": 0 + }, + "7": { + "Dice": 0.9582481486529463, + "FN": 1059, + "FP": 779, + "IoU": 0.9198430004361099, + "TN": 853230, + "TP": 21092, + "n_pred": 21871, + "n_ref": 22151 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 876148, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "9": { + "Dice": 0.8033986311069152, + "FN": 269, + "FP": 564, + "IoU": 0.6714003944773176, + "TN": 873625, + "TP": 1702, + "n_pred": 2266, + "n_ref": 1971 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5256, + "IoU": 0.0, + "TN": 870904, + "TP": 0, + "n_pred": 5256, + "n_ref": 0 + }, + "10": { + "Dice": 0.7552482505831389, + "FN": 2253, + "FP": 685, + "IoU": 0.6067460848614643, + "TN": 868689, + "TP": 4533, + "n_pred": 5218, + "n_ref": 6786 + }, + "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": 37, + "IoU": 0.0, + "TN": 876123, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6577, + "IoU": 0.0, + "TN": 869583, + "TP": 0, + "n_pred": 6577, + "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": 0.922102887134291, + "FN": 4619, + "FP": 12360, + "IoU": 0.8554646599644173, + "TN": 758687, + "TP": 100494, + "n_pred": 112854, + "n_ref": 105113 + }, + "7": { + "Dice": 0.6713493270507152, + "FN": 72874, + "FP": 1896, + "IoU": 0.505286559303418, + "TN": 725022, + "TP": 76368, + "n_pred": 78264, + "n_ref": 149242 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 172, + "IoU": 0.0, + "TN": 875988, + "TP": 0, + "n_pred": 172, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.4201110425663171, + "FN": 1373, + "FP": 507, + "IoU": 0.2659117532213979, + "TN": 873599, + "TP": 681, + "n_pred": 1188, + "n_ref": 2054 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 85, + "IoU": 0.0, + "TN": 876075, + "TP": 0, + "n_pred": 85, + "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": 0.9459094811725746, + "FN": 75, + "FP": 366, + "IoU": 0.8973702583197579, + "TN": 871863, + "TP": 3856, + "n_pred": 4222, + "n_ref": 3931 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 115, + "IoU": 0.0, + "TN": 876045, + "TP": 0, + "n_pred": 115, + "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": 0.9713931449827297, + "FN": 2766, + "FP": 1110, + "IoU": 0.944377475460651, + "TN": 806476, + "TP": 65808, + "n_pred": 66918, + "n_ref": 68574 + }, + "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": 0.8469075013817012, + "FN": 1300, + "FP": 1747, + "IoU": 0.7344662309368192, + "TN": 864685, + "TP": 8428, + "n_pred": 10175, + "n_ref": 9728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7298906763843214, + "FN": 14661, + "FP": 534, + "IoU": 0.574667599720084, + "TN": 1015667, + "TP": 20530, + "n_pred": 21064, + "n_ref": 35191 + }, + "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": 929, + "IoU": 0.0, + "TN": 1050463, + "TP": 0, + "n_pred": 929, + "n_ref": 0 + }, + "12": { + "Dice": 0.6676891615541922, + "FN": 387, + "FP": 913, + "IoU": 0.501151189562548, + "TN": 1048786, + "TP": 1306, + "n_pred": 2219, + "n_ref": 1693 + }, + "13": { + "Dice": 0.06074461136512083, + "FN": 2876, + "FP": 0, + "IoU": 0.031323678006062644, + "TN": 1048423, + "TP": 93, + "n_pred": 93, + "n_ref": 2969 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 7032, + "IoU": 0.0, + "TN": 1044360, + "TP": 0, + "n_pred": 7032, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 910, + "IoU": 0.0, + "TN": 1050482, + "TP": 0, + "n_pred": 910, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 1051380, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "3": { + "Dice": 0.8813967489464178, + "FN": 151, + "FP": 46, + "IoU": 0.7879440258342304, + "TN": 1050463, + "TP": 732, + "n_pred": 778, + "n_ref": 883 + }, + "4": { + "Dice": 0.8603406326034063, + "FN": 1874, + "FP": 422, + "IoU": 0.7549103330486764, + "TN": 1042024, + "TP": 7072, + "n_pred": 7494, + "n_ref": 8946 + }, + "5": { + "Dice": 0.8115779120415906, + "FN": 1205, + "FP": 136, + "IoU": 0.682903759754079, + "TN": 1047163, + "TP": 2888, + "n_pred": 3024, + "n_ref": 4093 + }, + "6": { + "Dice": 0.2694077223225205, + "FN": 2826, + "FP": 9719, + "IoU": 0.15567371113205009, + "TN": 1036534, + "TP": 2313, + "n_pred": 12032, + "n_ref": 5139 + }, + "7": { + "Dice": 0.37149507298079226, + "FN": 1082, + "FP": 27811, + "IoU": 0.2281203248557384, + "TN": 1013960, + "TP": 8539, + "n_pred": 36350, + "n_ref": 9621 + }, + "8": { + "Dice": 0.9544475119520571, + "FN": 2278, + "FP": 428, + "IoU": 0.9128642730639188, + "TN": 1020337, + "TP": 28349, + "n_pred": 28777, + "n_ref": 30627 + }, + "9": { + "Dice": 0.7290076335877863, + "FN": 84, + "FP": 910, + "IoU": 0.5735735735735735, + "TN": 1049061, + "TP": 1337, + "n_pred": 2247, + "n_ref": 1421 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 0.49874686716791977, + "FN": 391, + "FP": 9, + "IoU": 0.332220367278798, + "TN": 875561, + "TP": 199, + "n_pred": 208, + "n_ref": 590 + }, + "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": 0.48980265873998846, + "FN": 8598, + "FP": 3760, + "IoU": 0.32433023510114817, + "TN": 857870, + "TP": 5932, + "n_pred": 9692, + "n_ref": 14530 + }, + "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": 11006, + "IoU": 0.0, + "TN": 865154, + "TP": 0, + "n_pred": 11006, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 876067, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "8": { + "Dice": 0.9507621099672812, + "FN": 88, + "FP": 1146, + "IoU": 0.9061454213568604, + "TN": 863012, + "TP": 11914, + "n_pred": 13060, + "n_ref": 12002 + }, + "9": { + "Dice": 0.7933357655356925, + "FN": 90, + "FP": 8407, + "IoU": 0.657461904377973, + "TN": 851354, + "TP": 16309, + "n_pred": 24716, + "n_ref": 16399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 0.7902157585688925, + "FN": 8441, + "FP": 3849, + "IoU": 0.6531873465586816, + "TN": 1015955, + "TP": 23147, + "n_pred": 26996, + "n_ref": 31588 + }, + "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": 0.80543980359854, + "FN": 5364, + "FP": 659, + "IoU": 0.674256354786371, + "TN": 1032902, + "TP": 12467, + "n_pred": 13126, + "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": 847, + "IoU": 0.0, + "TN": 1050545, + "TP": 0, + "n_pred": 847, + "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": 0.874909266876361, + "FN": 3612, + "FP": 7, + "IoU": 0.7776344086021505, + "TN": 1035117, + "TP": 12656, + "n_pred": 12663, + "n_ref": 16268 + }, + "7": { + "Dice": 0.8677846695765372, + "FN": 7416, + "FP": 1217, + "IoU": 0.766448436316416, + "TN": 1014428, + "TP": 28331, + "n_pred": 29548, + "n_ref": 35747 + }, + "8": { + "Dice": 0.9410480349344978, + "FN": 123, + "FP": 147, + "IoU": 0.8886597938144329, + "TN": 1048967, + "TP": 2155, + "n_pred": 2302, + "n_ref": 2278 + }, + "9": { + "Dice": 0.936501832910354, + "FN": 2256, + "FP": 221, + "IoU": 0.8805862218579762, + "TN": 1030649, + "TP": 18266, + "n_pred": 18487, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.2534013605442177, + "FN": 1707, + "FP": 49, + "IoU": 0.1450827653359299, + "TN": 698874, + "TP": 298, + "n_pred": 347, + "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": 0.9628681981932486, + "FN": 3309, + "FP": 1422, + "IoU": 0.9283952112121808, + "TN": 634857, + "TP": 61340, + "n_pred": 62762, + "n_ref": 64649 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 198, + "IoU": 0.0, + "TN": 700730, + "TP": 0, + "n_pred": 198, + "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": 0.9706741678931076, + "FN": 1520, + "FP": 2525, + "IoU": 0.9430193410246658, + "TN": 629939, + "TP": 66944, + "n_pred": 69469, + "n_ref": 68464 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 700907, + "TP": 0, + "n_pred": 21, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 0.6614801516058249, + "FN": 3384, + "FP": 10, + "IoU": 0.4941877794336811, + "TN": 869450, + "TP": 3316, + "n_pred": 3326, + "n_ref": 6700 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4182286389733198, + "FN": 54602, + "FP": 522, + "IoU": 0.26440524166644425, + "TN": 801222, + "TP": 19814, + "n_pred": 20336, + "n_ref": 74416 + }, + "10": { + "Dice": 0.7204977932132263, + "FN": 3076, + "FP": 787, + "IoU": 0.5631078941415969, + "TN": 867318, + "TP": 4979, + "n_pred": 5766, + "n_ref": 8055 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1123, + "IoU": 0.0, + "TN": 875037, + "TP": 0, + "n_pred": 1123, + "n_ref": 0 + }, + "12": { + "Dice": 0.02744948532215021, + "FN": 5100, + "FP": 2, + "IoU": 0.013915732508697333, + "TN": 870986, + "TP": 72, + "n_pred": 74, + "n_ref": 5172 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 514, + "IoU": 0.0, + "TN": 875646, + "TP": 0, + "n_pred": 514, + "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": 24343, + "IoU": 0.0, + "TN": 851817, + "TP": 0, + "n_pred": 24343, + "n_ref": 0 + }, + "3": { + "Dice": 0.8974372265649299, + "FN": 14617, + "FP": 5169, + "IoU": 0.8139556750759278, + "TN": 769809, + "TP": 86565, + "n_pred": 91734, + "n_ref": 101182 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3589, + "IoU": 0.0, + "TN": 872571, + "TP": 0, + "n_pred": 3589, + "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": 52744, + "IoU": 0.0, + "TN": 823416, + "TP": 0, + "n_pred": 52744, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1767, + "IoU": 0.0, + "TN": 874393, + "TP": 0, + "n_pred": 1767, + "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": 271, + "IoU": 0.0, + "TN": 875889, + "TP": 0, + "n_pred": 271, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 876156, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "10": { + "Dice": 0.849770600110112, + "FN": 5279, + "FP": 2907, + "IoU": 0.7387835854234476, + "TN": 844822, + "TP": 23152, + "n_pred": 26059, + "n_ref": 28431 + }, + "11": { + "Dice": 0.0, + "FN": 1452, + "FP": 569, + "IoU": 0.0, + "TN": 874139, + "TP": 0, + "n_pred": 569, + "n_ref": 1452 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.40808905051221783, + "FN": 7787, + "FP": 5560, + "IoU": 0.25635168263873415, + "TN": 858212, + "TP": 4601, + "n_pred": 10161, + "n_ref": 12388 + }, + "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": 0.7248777769334043, + "FN": 10241, + "FP": 620, + "IoU": 0.5684770948388891, + "TN": 850991, + "TP": 14308, + "n_pred": 14928, + "n_ref": 24549 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7691, + "IoU": 0.0, + "TN": 868469, + "TP": 0, + "n_pred": 7691, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 27, + "FP": 0, + "IoU": 0.0, + "TN": 876133, + "TP": 0, + "n_pred": 0, + "n_ref": 27 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8496355076001423, + "FN": 66723, + "FP": 5965, + "IoU": 0.7385793921956483, + "TN": 598110, + "TP": 205362, + "n_pred": 211327, + "n_ref": 272085 + }, + "7": { + "Dice": 0.7935548214174406, + "FN": 9152, + "FP": 4096, + "IoU": 0.6577628519762335, + "TN": 837450, + "TP": 25462, + "n_pred": 29558, + "n_ref": 34614 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.9925855225635236, + "FN": 158, + "FP": 479, + "IoU": 0.9852801848642403, + "TN": 657653, + "TP": 42638, + "n_pred": 43117, + "n_ref": 42796 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1595790294289612, + "FN": 21561, + "FP": 0, + "IoU": 0.08670789562860047, + "TN": 677320, + "TP": 2047, + "n_pred": 2047, + "n_ref": 23608 + }, + "10": { + "Dice": 0.6229088762054714, + "FN": 3719, + "FP": 113, + "IoU": 0.45233671573531514, + "TN": 693931, + "TP": 3165, + "n_pred": 3278, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6662209325648878, + "FN": 6226, + "FP": 18735, + "IoU": 0.49949871671478985, + "TN": 651056, + "TP": 24911, + "n_pred": 43646, + "n_ref": 31137 + }, + "15": { + "Dice": 0.6865565988632342, + "FN": 1815, + "FP": 13240, + "IoU": 0.52271502393558, + "TN": 669385, + "TP": 16488, + "n_pred": 29728, + "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": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 700897, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3701951219512195, + "FN": 1110, + "FP": 24712, + "IoU": 0.22714076202448297, + "TN": 667517, + "TP": 7589, + "n_pred": 32301, + "n_ref": 8699 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 39135, + "IoU": 0.0, + "TN": 661793, + "TP": 0, + "n_pred": 39135, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7899121819410043, + "FN": 9951, + "FP": 312, + "IoU": 0.6527726088574618, + "TN": 1021835, + "TP": 19294, + "n_pred": 19606, + "n_ref": 29245 + }, + "10": { + "Dice": 0.6263182026593306, + "FN": 1795, + "FP": 1465, + "IoU": 0.4559412550066756, + "TN": 1045400, + "TP": 2732, + "n_pred": 4197, + "n_ref": 4527 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 418, + "IoU": 0.0, + "TN": 1050974, + "TP": 0, + "n_pred": 418, + "n_ref": 0 + }, + "12": { + "Dice": 0.5505293551491819, + "FN": 2060, + "FP": 742, + "IoU": 0.3798140770252324, + "TN": 1046874, + "TP": 1716, + "n_pred": 2458, + "n_ref": 3776 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 809, + "IoU": 0.0, + "TN": 1050583, + "TP": 0, + "n_pred": 809, + "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": 11415, + "IoU": 0.0, + "TN": 1039977, + "TP": 0, + "n_pred": 11415, + "n_ref": 0 + }, + "3": { + "Dice": 0.428997668997669, + "FN": 12241, + "FP": 7, + "IoU": 0.27307258591014305, + "TN": 1034543, + "TP": 4601, + "n_pred": 4608, + "n_ref": 16842 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8551612530343313, + "FN": 558, + "FP": 695, + "IoU": 0.7469709208400647, + "TN": 1046440, + "TP": 3699, + "n_pred": 4394, + "n_ref": 4257 + }, + "6": { + "Dice": 0.7996705457250651, + "FN": 5557, + "FP": 9523, + "IoU": 0.6662092168754704, + "TN": 1006214, + "TP": 30098, + "n_pred": 39621, + "n_ref": 35655 + }, + "7": { + "Dice": 0.0, + "FN": 559, + "FP": 19, + "IoU": 0.0, + "TN": 1050814, + "TP": 0, + "n_pred": 19, + "n_ref": 559 + }, + "8": { + "Dice": 0.9625698015149002, + "FN": 73, + "FP": 604, + "IoU": 0.9278405457258581, + "TN": 1042010, + "TP": 8705, + "n_pred": 9309, + "n_ref": 8778 + }, + "9": { + "Dice": 0.8384183280096927, + "FN": 397, + "FP": 5471, + "IoU": 0.721790252228333, + "TN": 1030300, + "TP": 15224, + "n_pred": 20695, + "n_ref": 15621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.2506861848124428, + "FN": 1638, + "FP": 0, + "IoU": 0.14330543933054393, + "TN": 699016, + "TP": 274, + "n_pred": 274, + "n_ref": 1912 + }, + "11": { + "Dice": 0.6484944532488114, + "FN": 856, + "FP": 253, + "IoU": 0.4798311444652908, + "TN": 698796, + "TP": 1023, + "n_pred": 1276, + "n_ref": 1879 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 700904, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "13": { + "Dice": 0.7371730960963264, + "FN": 2117, + "FP": 1310, + "IoU": 0.5837483298918985, + "TN": 692695, + "TP": 4806, + "n_pred": 6116, + "n_ref": 6923 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9470676105734883, + "FN": 558, + "FP": 257, + "IoU": 0.8994571922033062, + "TN": 692822, + "TP": 7291, + "n_pred": 7548, + "n_ref": 7849 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 700863, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1115, + "FP": 0, + "IoU": 0.0, + "TN": 699813, + "TP": 0, + "n_pred": 0, + "n_ref": 1115 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9314100318350064, + "FN": 3577, + "FP": 5429, + "IoU": 0.8716252815235054, + "TN": 630774, + "TP": 61148, + "n_pred": 66577, + "n_ref": 64725 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9214479192317163, + "FN": 780, + "FP": 177, + "IoU": 0.854337899543379, + "TN": 694358, + "TP": 5613, + "n_pred": 5790, + "n_ref": 6393 + }, + "9": { + "Dice": 0.5975909746373739, + "FN": 3541, + "FP": 5947, + "IoU": 0.42611746204560574, + "TN": 684395, + "TP": 7045, + "n_pred": 12992, + "n_ref": 10586 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 876097, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3862, + "IoU": 0.0, + "TN": 872298, + "TP": 0, + "n_pred": 3862, + "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": 0.9293180205174527, + "FN": 3947, + "FP": 435, + "IoU": 0.8679683027509114, + "TN": 842971, + "TP": 28807, + "n_pred": 29242, + "n_ref": 32754 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3260, + "IoU": 0.0, + "TN": 872900, + "TP": 0, + "n_pred": 3260, + "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": 0.8354430379746836, + "FN": 8, + "FP": 5, + "IoU": 0.717391304347826, + "TN": 876114, + "TP": 33, + "n_pred": 38, + "n_ref": 41 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 60049, + "IoU": 0.0, + "TN": 816111, + "TP": 0, + "n_pred": 60049, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9737744982845326, + "FN": 1327, + "FP": 905, + "IoU": 0.9488893977558965, + "TN": 657258, + "TP": 41438, + "n_pred": 42343, + "n_ref": 42765 + }, + "10": { + "Dice": 0.020761245674740483, + "FN": 118, + "FP": 4976, + "IoU": 0.01048951048951049, + "TN": 695780, + "TP": 54, + "n_pred": 5030, + "n_ref": 172 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 700901, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7538267980708744, + "FN": 1976, + "FP": 372, + "IoU": 0.6049133434292445, + "TN": 694985, + "TP": 3595, + "n_pred": 3967, + "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": 0.9552368535419383, + "FN": 3970, + "FP": 459, + "IoU": 0.9143094841930116, + "TN": 649242, + "TP": 47257, + "n_pred": 47716, + "n_ref": 51227 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 10964, + "IoU": 0.0, + "TN": 689964, + "TP": 0, + "n_pred": 10964, + "n_ref": 0 + }, + "3": { + "Dice": 0.8192548273048681, + "FN": 11177, + "FP": 2115, + "IoU": 0.6938455868804128, + "TN": 657512, + "TP": 30124, + "n_pred": 32239, + "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": 0.9557306147667594, + "FN": 4130, + "FP": 4468, + "IoU": 0.9152146259207763, + "TN": 599519, + "TP": 92811, + "n_pred": 97279, + "n_ref": 96941 + }, + "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": 0.7038469897848294, + "FN": 2702, + "FP": 4111, + "IoU": 0.543027701388423, + "TN": 686019, + "TP": 8096, + "n_pred": 12207, + "n_ref": 10798 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3978, + "IoU": 0.0, + "TN": 1047414, + "TP": 0, + "n_pred": 3978, + "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": 0.9732904434848968, + "FN": 1000, + "FP": 1765, + "IoU": 0.9479705699715861, + "TN": 998249, + "TP": 50378, + "n_pred": 52143, + "n_ref": 51378 + }, + "4": { + "Dice": 0.7456212530856942, + "FN": 3548, + "FP": 780, + "IoU": 0.5944147690000937, + "TN": 1040721, + "TP": 6343, + "n_pred": 7123, + "n_ref": 9891 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9682669669362268, + "FN": 2243, + "FP": 5197, + "IoU": 0.9384859609088203, + "TN": 930444, + "TP": 113508, + "n_pred": 118705, + "n_ref": 115751 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 1051374, + "TP": 0, + "n_pred": 18, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6085430076067876, + "FN": 2310, + "FP": 366, + "IoU": 0.4373423044575273, + "TN": 696172, + "TP": 2080, + "n_pred": 2446, + "n_ref": 4390 + }, + "11": { + "Dice": 0.6930201786304995, + "FN": 951, + "FP": 905, + "IoU": 0.5302455074664641, + "TN": 696977, + "TP": 2095, + "n_pred": 3000, + "n_ref": 3046 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 700903, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "13": { + "Dice": 0.9010478474940032, + "FN": 1825, + "FP": 2094, + "IoU": 0.819915448947707, + "TN": 679166, + "TP": 17843, + "n_pred": 19937, + "n_ref": 19668 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9520725124758121, + "FN": 1087, + "FP": 1266, + "IoU": 0.9085290001554968, + "TN": 675204, + "TP": 23371, + "n_pred": 24637, + "n_ref": 24458 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7309725158562368, + "FN": 1945, + "FP": 91, + "IoU": 0.5760099958350687, + "TN": 696126, + "TP": 2766, + "n_pred": 2857, + "n_ref": 4711 + }, + "5": { + "Dice": 0.8849717754819469, + "FN": 763, + "FP": 1397, + "IoU": 0.7936765689177572, + "TN": 690459, + "TP": 8309, + "n_pred": 9706, + "n_ref": 9072 + }, + "6": { + "Dice": 0.9583941775027235, + "FN": 936, + "FP": 859, + "IoU": 0.9201121545240109, + "TN": 678459, + "TP": 20674, + "n_pred": 21533, + "n_ref": 21610 + }, + "7": { + "Dice": 0.8412667946257197, + "FN": 862, + "FP": 2446, + "IoU": 0.726022859035945, + "TN": 688854, + "TP": 8766, + "n_pred": 11212, + "n_ref": 9628 + }, + "8": { + "Dice": 0.9662233669527076, + "FN": 1058, + "FP": 1591, + "IoU": 0.9346539049780452, + "TN": 660390, + "TP": 37889, + "n_pred": 39480, + "n_ref": 38947 + }, + "9": { + "Dice": 0.7491138625880068, + "FN": 2032, + "FP": 3135, + "IoU": 0.5988665476282897, + "TN": 688047, + "TP": 7714, + "n_pred": 10849, + "n_ref": 9746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0273.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": 9, + "IoU": 0.0, + "TN": 1051383, + "TP": 0, + "n_pred": 9, + "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": 926, + "IoU": 0.0, + "TN": 1050466, + "TP": 0, + "n_pred": 926, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 1051282, + "TP": 0, + "n_pred": 110, + "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": 894, + "IoU": 0.0, + "TN": 1050498, + "TP": 0, + "n_pred": 894, + "n_ref": 0 + }, + "4": { + "Dice": 0.8997571312919663, + "FN": 1323, + "FP": 782, + "IoU": 0.8177804709141274, + "TN": 1039840, + "TP": 9447, + "n_pred": 10229, + "n_ref": 10770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9915208833936998, + "FN": 412, + "FP": 2231, + "IoU": 0.9831843486559567, + "TN": 894217, + "TP": 154532, + "n_pred": 156763, + "n_ref": 154944 + }, + "7": { + "Dice": 0.002443629901144063, + "FN": 3, + "FP": 8978, + "IoU": 0.0012233096085409252, + "TN": 1042400, + "TP": 11, + "n_pred": 8989, + "n_ref": 14 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 669, + "IoU": 0.0, + "TN": 1050723, + "TP": 0, + "n_pred": 669, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2768, + "IoU": 0.0, + "TN": 1048624, + "TP": 0, + "n_pred": 2768, + "n_ref": 0 + }, + "11": { + "Dice": 0.06369426751592357, + "FN": 478, + "FP": 110, + "IoU": 0.03289473684210526, + "TN": 1050784, + "TP": 20, + "n_pred": 130, + "n_ref": 498 + }, + "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": 187, + "IoU": 0.0, + "TN": 1051205, + "TP": 0, + "n_pred": 187, + "n_ref": 0 + }, + "14": { + "Dice": 0.34073054647628875, + "FN": 34014, + "FP": 477, + "IoU": 0.2053497373513962, + "TN": 1007988, + "TP": 8913, + "n_pred": 9390, + "n_ref": 42927 + }, + "15": { + "Dice": 0.6190273177450563, + "FN": 3330, + "FP": 8287, + "IoU": 0.44825457136072194, + "TN": 1030337, + "TP": 9438, + "n_pred": 17725, + "n_ref": 12768 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1051389, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4101, + "IoU": 0.0, + "TN": 1047291, + "TP": 0, + "n_pred": 4101, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2812, + "IoU": 0.0, + "TN": 1048580, + "TP": 0, + "n_pred": 2812, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.691119551977397, + "FN": 128412, + "FP": 153, + "IoU": 0.528023436381458, + "TN": 778995, + "TP": 143832, + "n_pred": 143985, + "n_ref": 272244 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 16491, + "IoU": 0.0, + "TN": 1034901, + "TP": 0, + "n_pred": 16491, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.19099156453923286, + "FN": 2493, + "FP": 2590, + "IoU": 0.10557803976772831, + "TN": 1045709, + "TP": 600, + "n_pred": 3190, + "n_ref": 3093 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9534378094459035, + "FN": 3277, + "FP": 1049, + "IoU": 0.9110187794392908, + "TN": 1178007, + "TP": 44291, + "n_pred": 45340, + "n_ref": 47568 + }, + "10": { + "Dice": 0.7903422203151999, + "FN": 8917, + "FP": 9162, + "IoU": 0.6533601763972774, + "TN": 1174469, + "TP": 34076, + "n_pred": 43238, + "n_ref": 42993 + }, + "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": 0, + "IoU": 0.0, + "TN": 1226618, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "13": { + "Dice": 0.7834033522456582, + "FN": 1900, + "FP": 3101, + "IoU": 0.6439302242791028, + "TN": 1212579, + "TP": 9044, + "n_pred": 12145, + "n_ref": 10944 + }, + "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": 0.9049586776859504, + "FN": 34, + "FP": 12, + "IoU": 0.8264150943396227, + "TN": 1226359, + "TP": 219, + "n_pred": 231, + "n_ref": 253 + }, + "3": { + "Dice": 0.9737078177356798, + "FN": 1914, + "FP": 2072, + "IoU": 0.9487627739571952, + "TN": 1148829, + "TP": 73809, + "n_pred": 75881, + "n_ref": 75723 + }, + "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": 96, + "IoU": 0.0, + "TN": 1226528, + "TP": 0, + "n_pred": 96, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1717, + "IoU": 0.0, + "TN": 1224907, + "TP": 0, + "n_pred": 1717, + "n_ref": 0 + }, + "7": { + "Dice": 0.8877618910131683, + "FN": 2578, + "FP": 6363, + "IoU": 0.7981761134060179, + "TN": 1182323, + "TP": 35360, + "n_pred": 41723, + "n_ref": 37938 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.921300516560316, + "FN": 799, + "FP": 1273, + "IoU": 0.8540845070422535, + "TN": 1212424, + "TP": 12128, + "n_pred": 13401, + "n_ref": 12927 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9608032825165961, + "FN": 890, + "FP": 285, + "IoU": 0.9245634309193631, + "TN": 685352, + "TP": 14401, + "n_pred": 14686, + "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": 17, + "IoU": 0.0, + "TN": 700736, + "TP": 0, + "n_pred": 17, + "n_ref": 175 + }, + "14": { + "Dice": 0.7941309699655342, + "FN": 10314, + "FP": 139, + "IoU": 0.6585549095185209, + "TN": 670314, + "TP": 20161, + "n_pred": 20300, + "n_ref": 30475 + }, + "15": { + "Dice": 0.6599759132878362, + "FN": 188, + "FP": 4894, + "IoU": 0.49251048532055125, + "TN": 690914, + "TP": 4932, + "n_pred": 9826, + "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": 0.9197120151752483, + "FN": 4542, + "FP": 1045, + "IoU": 0.8513581823502807, + "TN": 663341, + "TP": 32000, + "n_pred": 33045, + "n_ref": 36542 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9456234201399095, + "FN": 2257, + "FP": 5143, + "IoU": 0.8968554861730598, + "TN": 629184, + "TP": 64344, + "n_pred": 69487, + "n_ref": 66601 + }, + "7": { + "Dice": 0.9296137339055794, + "FN": 23, + "FP": 469, + "IoU": 0.8684843624699278, + "TN": 697187, + "TP": 3249, + "n_pred": 3718, + "n_ref": 3272 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 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": 0.03249071173599476, + "FN": 11, + "FP": 26551, + "IoU": 0.01651362559241706, + "TN": 849152, + "TP": 446, + "n_pred": 26997, + "n_ref": 457 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1771, + "IoU": 0.0, + "TN": 874389, + "TP": 0, + "n_pred": 1771, + "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": 0.9102963424401531, + "FN": 1258, + "FP": 758, + "IoU": 0.8353613719885667, + "TN": 863915, + "TP": 10229, + "n_pred": 10987, + "n_ref": 11487 + }, + "6": { + "Dice": 0.6842105263157895, + "FN": 3, + "FP": 33, + "IoU": 0.52, + "TN": 876085, + "TP": 39, + "n_pred": 72, + "n_ref": 42 + }, + "7": { + "Dice": 0.49517684887459806, + "FN": 85, + "FP": 72, + "IoU": 0.32905982905982906, + "TN": 875926, + "TP": 77, + "n_pred": 149, + "n_ref": 162 + }, + "8": { + "Dice": 0.976652123611324, + "FN": 973, + "FP": 702, + "IoU": 0.9543696197014275, + "TN": 839452, + "TP": 35033, + "n_pred": 35735, + "n_ref": 36006 + }, + "9": { + "Dice": 0.8991848278156712, + "FN": 137, + "FP": 1075, + "IoU": 0.8168354239081155, + "TN": 869543, + "TP": 5405, + "n_pred": 6480, + "n_ref": 5542 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.46500819239808594, + "FN": 1453.9044444444444, + "FP": 1197.951111111111, + "IoU": 0.392926282274794, + "TN": 915090.2222222221, + "TP": 5146.455555555555, + "n_pred": 6344.406666666668, + "n_ref": 6600.36 + }, + "mean": { + "1": { + "Dice": 0.6502687974041429, + "FN": 375.53333333333336, + "FP": 242.8, + "IoU": 0.5926805804024315, + "TN": 916974.9333333333, + "TP": 5295.266666666666, + "n_pred": 5538.066666666667, + "n_ref": 5670.8 + }, + "10": { + "Dice": 0.6007609681306039, + "FN": 1987.3333333333333, + "FP": 1908.8, + "IoU": 0.4721843468484052, + "TN": 913206.7, + "TP": 5785.7, + "n_pred": 7694.5, + "n_ref": 7773.033333333334 + }, + "11": { + "Dice": 0.16448456258239483, + "FN": 34.5, + "FP": 151.1, + "IoU": 0.11834204499525376, + "TN": 922624.8666666667, + "TP": 78.06666666666666, + "n_pred": 229.16666666666666, + "n_ref": 112.56666666666666 + }, + "12": { + "Dice": 0.23943428039107745, + "FN": 563.0333333333333, + "FP": 65.56666666666666, + "IoU": 0.17021497086729, + "TN": 922031.4666666667, + "TP": 228.46666666666667, + "n_pred": 294.03333333333336, + "n_ref": 791.5 + }, + "13": { + "Dice": 0.3506422284208593, + "FN": 3198.766666666667, + "FP": 1645.3666666666666, + "IoU": 0.25807060446093866, + "TN": 914470.5666666667, + "TP": 3573.8333333333335, + "n_pred": 5219.2, + "n_ref": 6772.6 + }, + "14": { + "Dice": 0.29156472198642586, + "FN": 149.26666666666668, + "FP": 605.4333333333333, + "IoU": 0.2591415810519056, + "TN": 920745.1, + "TP": 1388.7333333333333, + "n_pred": 1994.1666666666667, + "n_ref": 1538.0 + }, + "15": { + "Dice": 0.12100364026580876, + "FN": 335.4, + "FP": 561.5333333333333, + "IoU": 0.07729437382997847, + "TN": 921768.1, + "TP": 223.5, + "n_pred": 785.0333333333333, + "n_ref": 558.9 + }, + "2": { + "Dice": 0.515060668190081, + "FN": 1843.0666666666666, + "FP": 428.53333333333336, + "IoU": 0.4551595887407483, + "TN": 915545.7333333333, + "TP": 5071.2, + "n_pred": 5499.733333333334, + "n_ref": 6914.266666666666 + }, + "3": { + "Dice": 0.49301062180145006, + "FN": 734.7333333333333, + "FP": 1633.4, + "IoU": 0.4495779256104329, + "TN": 912464.4666666667, + "TP": 8055.933333333333, + "n_pred": 9689.333333333334, + "n_ref": 8790.666666666666 + }, + "4": { + "Dice": 0.453529872856144, + "FN": 1127.2, + "FP": 666.3, + "IoU": 0.37304679245547956, + "TN": 917894.7, + "TP": 3200.3333333333335, + "n_pred": 3866.633333333333, + "n_ref": 4327.533333333334 + }, + "5": { + "Dice": 0.5108039335663218, + "FN": 719.1333333333333, + "FP": 227.36666666666667, + "IoU": 0.4057414689273832, + "TN": 920566.7333333333, + "TP": 1375.3, + "n_pred": 1602.6666666666667, + "n_ref": 2094.4333333333334 + }, + "6": { + "Dice": 0.6437793884374993, + "FN": 1821.5666666666666, + "FP": 6242.333333333333, + "IoU": 0.5680297801537467, + "TN": 894298.1666666666, + "TP": 20526.466666666667, + "n_pred": 26768.8, + "n_ref": 22348.033333333333 + }, + "7": { + "Dice": 0.5608864915813655, + "FN": 7419.4, + "FP": 2225.9, + "IoU": 0.4708893837588168, + "TN": 902940.3333333334, + "TP": 10302.9, + "n_pred": 12528.8, + "n_ref": 17722.3 + }, + "8": { + "Dice": 0.7708417163120451, + "FN": 596.1, + "FP": 825.3, + "IoU": 0.7126825699017628, + "TN": 913064.8666666667, + "TP": 8402.266666666666, + "n_pred": 9227.566666666668, + "n_ref": 8998.366666666667 + }, + "9": { + "Dice": 0.6090509940450695, + "FN": 903.5333333333333, + "FP": 539.5333333333333, + "IoU": 0.5108382221173358, + "TN": 917756.6, + "TP": 3688.866666666667, + "n_pred": 4228.4, + "n_ref": 4592.4 + } + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.6337920489296636, + "FN": 1385, + "FP": 3405, + "IoU": 0.46390598768886404, + "TN": 867225, + "TP": 4145, + "n_pred": 7550, + "n_ref": 5530 + }, + "11": { + "Dice": 0.0, + "FN": 380, + "FP": 2, + "IoU": 0.0, + "TN": 875778, + "TP": 0, + "n_pred": 2, + "n_ref": 380 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 876148, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "13": { + "Dice": 0.6988323419255342, + "FN": 12357, + "FP": 5414, + "IoU": 0.5370809346427362, + "TN": 837771, + "TP": 20618, + "n_pred": 26032, + "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": 0.4451371571072319, + "FN": 2611, + "FP": 59, + "IoU": 0.2862870890136327, + "TN": 872419, + "TP": 1071, + "n_pred": 1130, + "n_ref": 3682 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2448, + "IoU": 0.0, + "TN": 873712, + "TP": 0, + "n_pred": 2448, + "n_ref": 0 + }, + "4": { + "Dice": 0.6986899563318777, + "FN": 178, + "FP": 98, + "IoU": 0.5369127516778524, + "TN": 875564, + "TP": 320, + "n_pred": 418, + "n_ref": 498 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 130, + "IoU": 0.0, + "TN": 876030, + "TP": 0, + "n_pred": 130, + "n_ref": 0 + }, + "6": { + "Dice": 0.8296131543410914, + "FN": 1896, + "FP": 249, + "IoU": 0.7088367042215284, + "TN": 868793, + "TP": 5222, + "n_pred": 5471, + "n_ref": 7118 + }, + "7": { + "Dice": 0.8612875536480686, + "FN": 1328, + "FP": 288, + "IoU": 0.756369666817428, + "TN": 869527, + "TP": 5017, + "n_pred": 5305, + "n_ref": 6345 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1621, + "IoU": 0.0, + "TN": 874539, + "TP": 0, + "n_pred": 1621, + "n_ref": 0 + }, + "9": { + "Dice": 0.9139575627798325, + "FN": 501, + "FP": 383, + "IoU": 0.8415486646352393, + "TN": 870581, + "TP": 4695, + "n_pred": 5078, + "n_ref": 5196 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.965232585673343, + "FN": 6507, + "FP": 2009, + "IoU": 0.9328014897931807, + "TN": 924663, + "TP": 118213, + "n_pred": 120222, + "n_ref": 124720 + }, + "10": { + "Dice": 0.5018644617380026, + "FN": 2826, + "FP": 9464, + "IoU": 0.33499269520047614, + "TN": 1032911, + "TP": 6191, + "n_pred": 15655, + "n_ref": 9017 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.05682859761686526, + "FN": 996, + "FP": 33, + "IoU": 0.029245283018867925, + "TN": 1050332, + "TP": 31, + "n_pred": 64, + "n_ref": 1027 + }, + "13": { + "Dice": 0.620026069439507, + "FN": 11916, + "FP": 4117, + "IoU": 0.44930274094937145, + "TN": 1022278, + "TP": 13081, + "n_pred": 17198, + "n_ref": 24997 + }, + "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": 0.8445672634066242, + "FN": 1253, + "FP": 2628, + "IoU": 0.7309532062391682, + "TN": 1036967, + "TP": 10544, + "n_pred": 13172, + "n_ref": 11797 + }, + "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": 8272, + "IoU": 0.0, + "TN": 1043120, + "TP": 0, + "n_pred": 8272, + "n_ref": 0 + }, + "7": { + "Dice": 0.8158240932155609, + "FN": 11530, + "FP": 230, + "IoU": 0.6889382637676559, + "TN": 1013586, + "TP": 26046, + "n_pred": 26276, + "n_ref": 37576 + }, + "8": { + "Dice": 0.939656093132543, + "FN": 629, + "FP": 501, + "IoU": 0.8861804995970991, + "TN": 1041464, + "TP": 8798, + "n_pred": 9299, + "n_ref": 9427 + }, + "9": { + "Dice": 0.9083827043304639, + "FN": 1195, + "FP": 1604, + "IoU": 0.832143928035982, + "TN": 1034717, + "TP": 13876, + "n_pred": 15480, + "n_ref": 15071 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 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": 0.05276679997171523, + "FN": 115672, + "FP": 4889, + "IoU": 0.027098346500536642, + "TN": 752241, + "TP": 3358, + "n_pred": 8247, + "n_ref": 119030 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 15, + "FP": 192, + "IoU": 0.0, + "TN": 1051185, + "TP": 0, + "n_pred": 192, + "n_ref": 15 + }, + "10": { + "Dice": 0.0, + "FN": 150, + "FP": 254, + "IoU": 0.0, + "TN": 1050988, + "TP": 0, + "n_pred": 254, + "n_ref": 150 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1960, + "IoU": 0.0, + "TN": 1049432, + "TP": 0, + "n_pred": 1960, + "n_ref": 0 + }, + "12": { + "Dice": 0.006932409012131715, + "FN": 2695, + "FP": 170, + "IoU": 0.0034782608695652175, + "TN": 1048517, + "TP": 10, + "n_pred": 180, + "n_ref": 2705 + }, + "13": { + "Dice": 0.3196280991735537, + "FN": 4000, + "FP": 2586, + "IoU": 0.19021271363580475, + "TN": 1043259, + "TP": 1547, + "n_pred": 4133, + "n_ref": 5547 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2827, + "IoU": 0.0, + "TN": 1048565, + "TP": 0, + "n_pred": 2827, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1116, + "IoU": 0.0, + "TN": 1050276, + "TP": 0, + "n_pred": 1116, + "n_ref": 0 + }, + "2": { + "Dice": 0.4149742153180111, + "FN": 27063, + "FP": 504, + "IoU": 0.2618091259640103, + "TN": 1014048, + "TP": 9777, + "n_pred": 10281, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 27361, + "IoU": 0.0, + "TN": 1024031, + "TP": 0, + "n_pred": 27361, + "n_ref": 0 + }, + "4": { + "Dice": 0.6052612402535889, + "FN": 4053, + "FP": 6781, + "IoU": 0.43396029258098223, + "TN": 1032252, + "TP": 8306, + "n_pred": 15087, + "n_ref": 12359 + }, + "5": { + "Dice": 0.5522475761433748, + "FN": 8494, + "FP": 650, + "IoU": 0.38145166745586145, + "TN": 1036609, + "TP": 5639, + "n_pred": 6289, + "n_ref": 14133 + }, + "6": { + "Dice": 0.47272093638089746, + "FN": 1020, + "FP": 86734, + "IoU": 0.30951837659629716, + "TN": 924301, + "TP": 39337, + "n_pred": 126071, + "n_ref": 40357 + }, + "7": { + "Dice": 0.47917951881554594, + "FN": 2899, + "FP": 3855, + "IoU": 0.3150796065307778, + "TN": 1041531, + "TP": 3107, + "n_pred": 6962, + "n_ref": 6006 + }, + "8": { + "Dice": 0.8849897327167399, + "FN": 3434, + "FP": 3455, + "IoU": 0.7937054560699527, + "TN": 1017998, + "TP": 26505, + "n_pred": 29960, + "n_ref": 29939 + }, + "9": { + "Dice": 0.8136046338927669, + "FN": 3018, + "FP": 2002, + "IoU": 0.685778668002003, + "TN": 1035416, + "TP": 10956, + "n_pred": 12958, + "n_ref": 13974 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.7859590344932612, + "FN": 2463, + "FP": 8781, + "IoU": 0.6473908680381335, + "TN": 844272, + "TP": 20644, + "n_pred": 29425, + "n_ref": 23107 + }, + "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": 0.6110200652775674, + "FN": 22346, + "FP": 5899, + "IoU": 0.43990560986733823, + "TN": 825731, + "TP": 22184, + "n_pred": 28083, + "n_ref": 44530 + }, + "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": 0.8647455730019112, + "FN": 7944, + "FP": 4865, + "IoU": 0.7617196219956842, + "TN": 822404, + "TP": 40947, + "n_pred": 45812, + "n_ref": 48891 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4349, + "IoU": 0.0, + "TN": 871811, + "TP": 0, + "n_pred": 4349, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 62, + "FP": 54, + "IoU": 0.0, + "TN": 876044, + "TP": 0, + "n_pred": 54, + "n_ref": 62 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9107294967460561, + "FN": 2545, + "FP": 2695, + "IoU": 0.8360912133629453, + "TN": 844191, + "TP": 26729, + "n_pred": 29424, + "n_ref": 29274 + }, + "7": { + "Dice": 0.2659405591321986, + "FN": 32150, + "FP": 1144, + "IoU": 0.15336300063572791, + "TN": 836835, + "TP": 6031, + "n_pred": 7175, + "n_ref": 38181 + }, + "8": { + "Dice": 0.0, + "FN": 12, + "FP": 12, + "IoU": 0.0, + "TN": 876136, + "TP": 0, + "n_pred": 12, + "n_ref": 12 + }, + "9": { + "Dice": 0.6057418988061398, + "FN": 2068, + "FP": 706, + "IoU": 0.4344546381243629, + "TN": 871255, + "TP": 2131, + "n_pred": 2837, + "n_ref": 4199 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 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": 0.9008573636374787, + "FN": 6952, + "FP": 1131, + "IoU": 0.8196000535642548, + "TN": 656122, + "TP": 36723, + "n_pred": 37854, + "n_ref": 43675 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 553, + "IoU": 0.0, + "TN": 700375, + "TP": 0, + "n_pred": 553, + "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": 0.9671758053541681, + "FN": 2448, + "FP": 1749, + "IoU": 0.9364379827351204, + "TN": 634898, + "TP": 61833, + "n_pred": 63582, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 0.8565145829218513, + "FN": 5872, + "FP": 5025, + "IoU": 0.7490384836830105, + "TN": 657507, + "TP": 32524, + "n_pred": 37549, + "n_ref": 38396 + }, + "11": { + "Dice": 0.19047619047619047, + "FN": 6, + "FP": 11, + "IoU": 0.10526315789473684, + "TN": 700909, + "TP": 2, + "n_pred": 13, + "n_ref": 8 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 404, + "IoU": 0.0, + "TN": 700524, + "TP": 0, + "n_pred": 404, + "n_ref": 0 + }, + "13": { + "Dice": 0.7917737789203085, + "FN": 1531, + "FP": 4706, + "IoU": 0.6553191489361702, + "TN": 682833, + "TP": 11858, + "n_pred": 16564, + "n_ref": 13389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.865884689381245, + "FN": 2319, + "FP": 2003, + "IoU": 0.7634891102112291, + "TN": 682654, + "TP": 13952, + "n_pred": 15955, + "n_ref": 16271 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9634239476889868, + "FN": 3729, + "FP": 2066, + "IoU": 0.9294291002971407, + "TN": 618812, + "TP": 76321, + "n_pred": 78387, + "n_ref": 80050 + }, + "7": { + "Dice": 0.9170170211029022, + "FN": 558, + "FP": 1475, + "IoU": 0.8467510930197497, + "TN": 687662, + "TP": 11233, + "n_pred": 12708, + "n_ref": 11791 + }, + "8": { + "Dice": 0.8513137557959815, + "FN": 212, + "FP": 269, + "IoU": 0.7411194833153929, + "TN": 699070, + "TP": 1377, + "n_pred": 1646, + "n_ref": 1589 + }, + "9": { + "Dice": 0.7201649948439112, + "FN": 1343, + "FP": 1642, + "IoU": 0.5627014356870789, + "TN": 694102, + "TP": 3841, + "n_pred": 5483, + "n_ref": 5184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9479856796016625, + "FN": 1417, + "FP": 1111, + "IoU": 0.901114805398005, + "TN": 1025827, + "TP": 23037, + "n_pred": 24148, + "n_ref": 24454 + }, + "10": { + "Dice": 0.6915425768198235, + "FN": 9725, + "FP": 6246, + "IoU": 0.5285174470095059, + "TN": 1017518, + "TP": 17903, + "n_pred": 24149, + "n_ref": 27628 + }, + "11": { + "Dice": 0.5748865355521936, + "FN": 244, + "FP": 37, + "IoU": 0.4033970276008493, + "TN": 1050921, + "TP": 190, + "n_pred": 227, + "n_ref": 434 + }, + "12": { + "Dice": 0.48845618915159944, + "FN": 1645, + "FP": 194, + "IoU": 0.3231505336768495, + "TN": 1048675, + "TP": 878, + "n_pred": 1072, + "n_ref": 2523 + }, + "13": { + "Dice": 0.5962006315026658, + "FN": 1040, + "FP": 6761, + "IoU": 0.42470501474926253, + "TN": 1037832, + "TP": 5759, + "n_pred": 12520, + "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": 0.9117647058823529, + "FN": 58, + "FP": 98, + "IoU": 0.8378378378378378, + "TN": 1050430, + "TP": 806, + "n_pred": 904, + "n_ref": 864 + }, + "3": { + "Dice": 0.9293859649122806, + "FN": 90, + "FP": 554, + "IoU": 0.8680868496517821, + "TN": 1046510, + "TP": 4238, + "n_pred": 4792, + "n_ref": 4328 + }, + "4": { + "Dice": 0.47474747474747475, + "FN": 97, + "FP": 7, + "IoU": 0.31125827814569534, + "TN": 1051241, + "TP": 47, + "n_pred": 54, + "n_ref": 144 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 1051360, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "6": { + "Dice": 0.40717029449423814, + "FN": 57, + "FP": 1795, + "IoU": 0.25562700964630225, + "TN": 1048904, + "TP": 636, + "n_pred": 2431, + "n_ref": 693 + }, + "7": { + "Dice": 0.9555304083546187, + "FN": 3068, + "FP": 3809, + "IoU": 0.9148475130322804, + "TN": 970631, + "TP": 73884, + "n_pred": 77693, + "n_ref": 76952 + }, + "8": { + "Dice": 0.9555587724377533, + "FN": 727, + "FP": 501, + "IoU": 0.9148995148995149, + "TN": 1036962, + "TP": 13202, + "n_pred": 13703, + "n_ref": 13929 + }, + "9": { + "Dice": 0.9027100936086667, + "FN": 1148, + "FP": 1627, + "IoU": 0.8226723752316442, + "TN": 1035743, + "TP": 12874, + "n_pred": 14501, + "n_ref": 14022 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.31239935587761675, + "FN": 159, + "FP": 268, + "IoU": 0.1851145038167939, + "TN": 875636, + "TP": 97, + "n_pred": 365, + "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": 0.11938409618224004, + "FN": 4134, + "FP": 41, + "IoU": 0.06348138178555406, + "TN": 871702, + "TP": 283, + "n_pred": 324, + "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": 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": 0.8842632617321717, + "FN": 906, + "FP": 4315, + "IoU": 0.7925375506635938, + "TN": 850994, + "TP": 19945, + "n_pred": 24260, + "n_ref": 20851 + }, + "5": { + "Dice": 0.8065553203167882, + "FN": 291, + "FP": 2176, + "IoU": 0.6758212877792379, + "TN": 868550, + "TP": 5143, + "n_pred": 7319, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9092049354181787, + "FN": 6686, + "FP": 6199, + "IoU": 0.8335249809429063, + "TN": 798761, + "TP": 64514, + "n_pred": 70713, + "n_ref": 71200 + }, + "7": { + "Dice": 0.8997887642709853, + "FN": 3564, + "FP": 4406, + "IoU": 0.8178327352517657, + "TN": 832409, + "TP": 35781, + "n_pred": 40187, + "n_ref": 39345 + }, + "8": { + "Dice": 0.9490082983445721, + "FN": 2121, + "FP": 1486, + "IoU": 0.9029645970085011, + "TN": 838988, + "TP": 33565, + "n_pred": 35051, + "n_ref": 35686 + }, + "9": { + "Dice": 0.36761053154495776, + "FN": 15, + "FP": 1258, + "IoU": 0.22519780888618382, + "TN": 874517, + "TP": 370, + "n_pred": 1628, + "n_ref": 385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7090301003344481, + "FN": 1447, + "FP": 4121, + "IoU": 0.5492227979274611, + "TN": 863808, + "TP": 6784, + "n_pred": 10905, + "n_ref": 8231 + }, + "11": { + "Dice": 0.7149983372131693, + "FN": 405, + "FP": 1309, + "IoU": 0.5564182194616977, + "TN": 872296, + "TP": 2150, + "n_pred": 3459, + "n_ref": 2555 + }, + "12": { + "Dice": 0.6899009900990098, + "FN": 1261, + "FP": 305, + "IoU": 0.526602176541717, + "TN": 872852, + "TP": 1742, + "n_pred": 2047, + "n_ref": 3003 + }, + "13": { + "Dice": 0.7157598499061913, + "FN": 2654, + "FP": 2194, + "IoU": 0.5573411249086925, + "TN": 865208, + "TP": 6104, + "n_pred": 8298, + "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": 0.9590069284064665, + "FN": 1289, + "FP": 841, + "IoU": 0.9212423738214087, + "TN": 849115, + "TP": 24915, + "n_pred": 25756, + "n_ref": 26204 + }, + "3": { + "Dice": 0.9261315750334639, + "FN": 647, + "FP": 2333, + "IoU": 0.8624255574534878, + "TN": 854499, + "TP": 18681, + "n_pred": 21014, + "n_ref": 19328 + }, + "4": { + "Dice": 0.7007610350076103, + "FN": 818, + "FP": 165, + "IoU": 0.5393626991565136, + "TN": 874026, + "TP": 1151, + "n_pred": 1316, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9482984048713063, + "FN": 1166, + "FP": 4370, + "IoU": 0.9016801051397719, + "TN": 819854, + "TP": 50770, + "n_pred": 55140, + "n_ref": 51936 + }, + "7": { + "Dice": 0.9330649575365927, + "FN": 3261, + "FP": 530, + "IoU": 0.8745283643344145, + "TN": 845946, + "TP": 26423, + "n_pred": 26953, + "n_ref": 29684 + }, + "8": { + "Dice": 0.9267736004564763, + "FN": 758, + "FP": 397, + "IoU": 0.8635396975425331, + "TN": 867696, + "TP": 7309, + "n_pred": 7706, + "n_ref": 8067 + }, + "9": { + "Dice": 0.8929984779299848, + "FN": 1683, + "FP": 2535, + "IoU": 0.8066822494156469, + "TN": 854341, + "TP": 17601, + "n_pred": 20136, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 0.7875637693714506, + "FN": 9726, + "FP": 3516, + "IoU": 0.6495712924738012, + "TN": 1013604, + "TP": 24546, + "n_pred": 28062, + "n_ref": 34272 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1857, + "FP": 12, + "IoU": 0.0, + "TN": 1049523, + "TP": 0, + "n_pred": 12, + "n_ref": 1857 + }, + "13": { + "Dice": 0.0, + "FN": 765, + "FP": 642, + "IoU": 0.0, + "TN": 1049985, + "TP": 0, + "n_pred": 642, + "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": 0.8304563726649327, + "FN": 915, + "FP": 2670, + "IoU": 0.7100687424181157, + "TN": 1039027, + "TP": 8780, + "n_pred": 11450, + "n_ref": 9695 + }, + "5": { + "Dice": 0.3614457831325301, + "FN": 387, + "FP": 37, + "IoU": 0.22058823529411764, + "TN": 1050848, + "TP": 120, + "n_pred": 157, + "n_ref": 507 + }, + "6": { + "Dice": 0.9146040816941972, + "FN": 6221, + "FP": 5106, + "IoU": 0.8426455879084241, + "TN": 979408, + "TP": 60657, + "n_pred": 65763, + "n_ref": 66878 + }, + "7": { + "Dice": 0.6870219513711834, + "FN": 4589, + "FP": 444, + "IoU": 0.5232547125130246, + "TN": 1040835, + "TP": 5524, + "n_pred": 5968, + "n_ref": 10113 + }, + "8": { + "Dice": 0.9231126058216398, + "FN": 764, + "FP": 3214, + "IoU": 0.8572043937109627, + "TN": 1023534, + "TP": 23880, + "n_pred": 27094, + "n_ref": 24644 + }, + "9": { + "Dice": 0.23300970873786409, + "FN": 84, + "FP": 311, + "IoU": 0.13186813186813187, + "TN": 1050937, + "TP": 60, + "n_pred": 371, + "n_ref": 144 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8901392195051576, + "FN": 1190, + "FP": 333, + "IoU": 0.8020278174964254, + "TN": 868467, + "TP": 6170, + "n_pred": 6503, + "n_ref": 7360 + }, + "10": { + "Dice": 0.8609191949534395, + "FN": 1600, + "FP": 252, + "IoU": 0.755801687763713, + "TN": 868576, + "TP": 5732, + "n_pred": 5984, + "n_ref": 7332 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1092, + "IoU": 0.0, + "TN": 875068, + "TP": 0, + "n_pred": 1092, + "n_ref": 0 + }, + "12": { + "Dice": 0.09155861338978566, + "FN": 3411, + "FP": 22, + "IoU": 0.04797559622850804, + "TN": 872554, + "TP": 173, + "n_pred": 195, + "n_ref": 3584 + }, + "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": 0.4842681258549932, + "FN": 2, + "FP": 375, + "IoU": 0.3194945848375451, + "TN": 875606, + "TP": 177, + "n_pred": 552, + "n_ref": 179 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 876150, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "3": { + "Dice": 0.9502767208578347, + "FN": 376, + "FP": 774, + "IoU": 0.905264025043249, + "TN": 864021, + "TP": 10989, + "n_pred": 11763, + "n_ref": 11365 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1184, + "IoU": 0.0, + "TN": 874976, + "TP": 0, + "n_pred": 1184, + "n_ref": 0 + }, + "5": { + "Dice": 0.6212970376301041, + "FN": 472, + "FP": 1, + "IoU": 0.45063879210220675, + "TN": 875299, + "TP": 388, + "n_pred": 389, + "n_ref": 860 + }, + "6": { + "Dice": 0.2447488584474886, + "FN": 816, + "FP": 838, + "IoU": 0.13943808532778357, + "TN": 874238, + "TP": 268, + "n_pred": 1106, + "n_ref": 1084 + }, + "7": { + "Dice": 0.9381988409638894, + "FN": 1639, + "FP": 2744, + "IoU": 0.8835918410708594, + "TN": 838508, + "TP": 33269, + "n_pred": 36013, + "n_ref": 34908 + }, + "8": { + "Dice": 0.9053260678502373, + "FN": 189, + "FP": 2504, + "IoU": 0.8270280685978547, + "TN": 860591, + "TP": 12876, + "n_pred": 15380, + "n_ref": 13065 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 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": 0.8843226788432268, + "FN": 2284, + "FP": 756, + "IoU": 0.7926330150068213, + "TN": 686268, + "TP": 11620, + "n_pred": 12376, + "n_ref": 13904 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1019, + "IoU": 0.0, + "TN": 699909, + "TP": 0, + "n_pred": 1019, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 0.5644318351500672, + "FN": 8753, + "FP": 5832, + "IoU": 0.3931766174329103, + "TN": 852125, + "TP": 9450, + "n_pred": 15282, + "n_ref": 18203 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 876102, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 876066, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "13": { + "Dice": 0.06795981021490372, + "FN": 12315, + "FP": 1043, + "IoU": 0.03517515348501264, + "TN": 862315, + "TP": 487, + "n_pred": 1530, + "n_ref": 12802 + }, + "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": 0.9340809968847352, + "FN": 752, + "FP": 306, + "IoU": 0.8763151741875146, + "TN": 867606, + "TP": 7496, + "n_pred": 7802, + "n_ref": 8248 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 876135, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "4": { + "Dice": 0.03492562136191444, + "FN": 10316, + "FP": 129, + "IoU": 0.017773180364867407, + "TN": 865526, + "TP": 189, + "n_pred": 318, + "n_ref": 10505 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8479789012449511, + "FN": 9933, + "FP": 4708, + "IoU": 0.7360793150067598, + "TN": 820685, + "TP": 40834, + "n_pred": 45542, + "n_ref": 50767 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 626, + "IoU": 0.0, + "TN": 875534, + "TP": 0, + "n_pred": 626, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1749, + "IoU": 0.0, + "TN": 874411, + "TP": 0, + "n_pred": 1749, + "n_ref": 0 + }, + "9": { + "Dice": 0.8299239660083332, + "FN": 6426, + "FP": 799, + "IoU": 0.7092906288979197, + "TN": 851307, + "TP": 17628, + "n_pred": 18427, + "n_ref": 24054 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0160.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": 647, + "IoU": 0.0, + "TN": 875513, + "TP": 0, + "n_pred": 647, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.811298395797591, + "FN": 6054, + "FP": 4615, + "IoU": 0.6825080347577669, + "TN": 1017788, + "TP": 22935, + "n_pred": 27550, + "n_ref": 28989 + }, + "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": 0.7591993530125354, + "FN": 3258, + "FP": 8652, + "IoU": 0.6118624735212644, + "TN": 1020707, + "TP": 18775, + "n_pred": 27427, + "n_ref": 22033 + }, + "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": 0.8533150220611869, + "FN": 9868, + "FP": 172, + "IoU": 0.7441581938180057, + "TN": 1012149, + "TP": 29203, + "n_pred": 29375, + "n_ref": 39071 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8926995409447653, + "FN": 2535, + "FP": 8334, + "IoU": 0.8061945009093827, + "TN": 995310, + "TP": 45213, + "n_pred": 53547, + "n_ref": 47748 + }, + "7": { + "Dice": 0.49178355444384636, + "FN": 12237, + "FP": 3814, + "IoU": 0.3260696141411597, + "TN": 1027575, + "TP": 7766, + "n_pred": 11580, + "n_ref": 20003 + }, + "8": { + "Dice": 0.8380202474690663, + "FN": 101, + "FP": 475, + "IoU": 0.7212003872216844, + "TN": 1049326, + "TP": 1490, + "n_pred": 1965, + "n_ref": 1591 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 320, + "IoU": 0.0, + "TN": 1051072, + "TP": 0, + "n_pred": 320, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6887340301974448, + "FN": 1360, + "FP": 248, + "IoU": 0.525243578387954, + "TN": 872773, + "TP": 1779, + "n_pred": 2027, + "n_ref": 3139 + }, + "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": 0.10599127381079068, + "FN": 8108, + "FP": 293, + "IoU": 0.05596134397123272, + "TN": 867261, + "TP": 498, + "n_pred": 791, + "n_ref": 8606 + }, + "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": 86, + "IoU": 0.0, + "TN": 876074, + "TP": 0, + "n_pred": 86, + "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": 39914, + "IoU": 0.0, + "TN": 836246, + "TP": 0, + "n_pred": 39914, + "n_ref": 0 + }, + "7": { + "Dice": 0.06876656790893497, + "FN": 303, + "FP": 11641, + "IoU": 0.035607589826402906, + "TN": 863775, + "TP": 441, + "n_pred": 12082, + "n_ref": 744 + }, + "8": { + "Dice": 0.9359127775561761, + "FN": 8, + "FP": 956, + "IoU": 0.8795451705610396, + "TN": 868157, + "TP": 7039, + "n_pred": 7995, + "n_ref": 7047 + }, + "9": { + "Dice": 0.7161572052401747, + "FN": 89, + "FP": 41, + "IoU": 0.5578231292517006, + "TN": 875866, + "TP": 164, + "n_pred": 205, + "n_ref": 253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.0449438202247191, + "FN": 170, + "FP": 0, + "IoU": 0.022988505747126436, + "TN": 1051218, + "TP": 4, + "n_pred": 4, + "n_ref": 174 + }, + "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": 4, + "IoU": 0.0, + "TN": 1051388, + "TP": 0, + "n_pred": 4, + "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": 17, + "IoU": 0.0, + "TN": 1051375, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "3": { + "Dice": 0.9533150355399449, + "FN": 3378, + "FP": 3919, + "IoU": 0.9107946210268949, + "TN": 969592, + "TP": 74503, + "n_pred": 78422, + "n_ref": 77881 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1146, + "IoU": 0.0, + "TN": 1050246, + "TP": 0, + "n_pred": 1146, + "n_ref": 0 + }, + "5": { + "Dice": 0.5056406124093473, + "FN": 2215, + "FP": 239, + "IoU": 0.33836613642491237, + "TN": 1047683, + "TP": 1255, + "n_pred": 1494, + "n_ref": 3470 + }, + "6": { + "Dice": 0.8668229966847255, + "FN": 7274, + "FP": 961, + "IoU": 0.7649493363779079, + "TN": 1016357, + "TP": 26800, + "n_pred": 27761, + "n_ref": 34074 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 699, + "IoU": 0.0, + "TN": 1050693, + "TP": 0, + "n_pred": 699, + "n_ref": 0 + }, + "8": { + "Dice": 0.8540377863233573, + "FN": 37, + "FP": 836, + "IoU": 0.7452582433615407, + "TN": 1047965, + "TP": 2554, + "n_pred": 3390, + "n_ref": 2591 + }, + "9": { + "Dice": 0.8207922342257711, + "FN": 2991, + "FP": 2732, + "IoU": 0.6960539593180732, + "TN": 1032563, + "TP": 13106, + "n_pred": 15838, + "n_ref": 16097 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6848920863309352, + "FN": 871, + "FP": 5, + "IoU": 0.5207877461706784, + "TN": 1049564, + "TP": 952, + "n_pred": 957, + "n_ref": 1823 + }, + "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": 45, + "IoU": 0.0, + "TN": 1051347, + "TP": 0, + "n_pred": 45, + "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": 0.0, + "FN": 0, + "FP": 789, + "IoU": 0.0, + "TN": 1050603, + "TP": 0, + "n_pred": 789, + "n_ref": 0 + }, + "2": { + "Dice": 0.8562649471740381, + "FN": 8514, + "FP": 982, + "IoU": 0.7486567322198989, + "TN": 1013611, + "TP": 28285, + "n_pred": 29267, + "n_ref": 36799 + }, + "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": 0.7578937592867756, + "FN": 3436, + "FP": 1778, + "IoU": 0.6101682242990655, + "TN": 1038017, + "TP": 8161, + "n_pred": 9939, + "n_ref": 11597 + }, + "6": { + "Dice": 0.41537424140256235, + "FN": 1725, + "FP": 9, + "IoU": 0.2621276595744681, + "TN": 1049042, + "TP": 616, + "n_pred": 625, + "n_ref": 2341 + }, + "7": { + "Dice": 0.8794782963113918, + "FN": 2462, + "FP": 495, + "IoU": 0.7848828750181871, + "TN": 1037646, + "TP": 10789, + "n_pred": 11284, + "n_ref": 13251 + }, + "8": { + "Dice": 0.9165199013737232, + "FN": 2013, + "FP": 1542, + "IoU": 0.8459037711313394, + "TN": 1028322, + "TP": 19515, + "n_pred": 21057, + "n_ref": 21528 + }, + "9": { + "Dice": 0.0, + "FN": 164, + "FP": 0, + "IoU": 0.0, + "TN": 1051228, + "TP": 0, + "n_pred": 0, + "n_ref": 164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 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": 0.9240174672489083, + "FN": 109, + "FP": 239, + "IoU": 0.8587662337662337, + "TN": 1048928, + "TP": 2116, + "n_pred": 2355, + "n_ref": 2225 + }, + "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": 0.9741581647697116, + "FN": 502, + "FP": 1689, + "IoU": 0.9496182855040471, + "TN": 1007904, + "TP": 41297, + "n_pred": 42986, + "n_ref": 41799 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 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": 1962, + "IoU": 0.0, + "TN": 1049430, + "TP": 0, + "n_pred": 1962, + "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": 0.910940170940171, + "FN": 692, + "FP": 350, + "IoU": 0.8364463977397583, + "TN": 1045021, + "TP": 5329, + "n_pred": 5679, + "n_ref": 6021 + }, + "6": { + "Dice": 0.9363484768373531, + "FN": 945, + "FP": 620, + "IoU": 0.8803150810645457, + "TN": 1038316, + "TP": 11511, + "n_pred": 12131, + "n_ref": 12456 + }, + "7": { + "Dice": 0.7855222659445982, + "FN": 10470, + "FP": 540, + "IoU": 0.6467984088284358, + "TN": 1020220, + "TP": 20162, + "n_pred": 20702, + "n_ref": 30632 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 371, + "FP": 0, + "IoU": 0.0, + "TN": 1051021, + "TP": 0, + "n_pred": 0, + "n_ref": 371 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 0.9510832932113625, + "FN": 1716, + "FP": 316, + "IoU": 0.906729092077481, + "TN": 679142, + "TP": 19754, + "n_pred": 20070, + "n_ref": 21470 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.2866593164277839, + "FN": 646, + "FP": 1, + "IoU": 0.16731016731016732, + "TN": 1050615, + "TP": 130, + "n_pred": 131, + "n_ref": 776 + }, + "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": 140, + "IoU": 0.0, + "TN": 1051252, + "TP": 0, + "n_pred": 140, + "n_ref": 0 + }, + "13": { + "Dice": 0.5138810932170459, + "FN": 8294, + "FP": 2965, + "IoU": 0.34578733294596165, + "TN": 1034182, + "TP": 5951, + "n_pred": 8916, + "n_ref": 14245 + }, + "14": { + "Dice": 0.8650656530753282, + "FN": 2194, + "FP": 7178, + "IoU": 0.7622164713046126, + "TN": 1011978, + "TP": 30042, + "n_pred": 37220, + "n_ref": 32236 + }, + "15": { + "Dice": 0.3627573560056681, + "FN": 10060, + "FP": 12875, + "IoU": 0.22156603197230423, + "TN": 1021929, + "TP": 6528, + "n_pred": 19403, + "n_ref": 16588 + }, + "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": 276, + "IoU": 0.0, + "TN": 1051116, + "TP": 0, + "n_pred": 276, + "n_ref": 0 + }, + "4": { + "Dice": 0.8546434193001574, + "FN": 4284, + "FP": 518, + "IoU": 0.746181087795338, + "TN": 1032473, + "TP": 14117, + "n_pred": 14635, + "n_ref": 18401 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9689930665540422, + "FN": 1878, + "FP": 765, + "IoU": 0.9398511640608999, + "TN": 1007451, + "TP": 41298, + "n_pred": 42063, + "n_ref": 43176 + }, + "7": { + "Dice": 0.0, + "FN": 3064, + "FP": 2721, + "IoU": 0.0, + "TN": 1045607, + "TP": 0, + "n_pred": 2721, + "n_ref": 3064 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 0.6976601614386431, + "FN": 4129, + "FP": 1789, + "IoU": 0.5356974737172446, + "TN": 863414, + "TP": 6828, + "n_pred": 8617, + "n_ref": 10957 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6134453781512605, + "FN": 2629, + "FP": 315, + "IoU": 0.44242424242424244, + "TN": 870880, + "TP": 2336, + "n_pred": 2651, + "n_ref": 4965 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3622, + "IoU": 0.0, + "TN": 872538, + "TP": 0, + "n_pred": 3622, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5301, + "IoU": 0.0, + "TN": 870859, + "TP": 0, + "n_pred": 5301, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 876135, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.952, + "FN": 164, + "FP": 484, + "IoU": 0.9083969465648855, + "TN": 869086, + "TP": 6426, + "n_pred": 6910, + "n_ref": 6590 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 661, + "IoU": 0.0, + "TN": 875499, + "TP": 0, + "n_pred": 661, + "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": 5568, + "IoU": 0.0, + "TN": 870592, + "TP": 0, + "n_pred": 5568, + "n_ref": 0 + }, + "7": { + "Dice": 0.7543962583608536, + "FN": 10446, + "FP": 4205, + "IoU": 0.6056470714900948, + "TN": 839008, + "TP": 22501, + "n_pred": 26706, + "n_ref": 32947 + }, + "8": { + "Dice": 0.9735068556820823, + "FN": 600, + "FP": 312, + "IoU": 0.9483812542449627, + "TN": 858492, + "TP": 16756, + "n_pred": 17068, + "n_ref": 17356 + }, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 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": 0.8427822562882692, + "FN": 2667, + "FP": 902, + "IoU": 0.7282832127902551, + "TN": 1038257, + "TP": 9566, + "n_pred": 10468, + "n_ref": 12233 + }, + "6": { + "Dice": 0.49622339208056765, + "FN": 1345, + "FP": 3057, + "IoU": 0.3299847792998478, + "TN": 1044822, + "TP": 2168, + "n_pred": 5225, + "n_ref": 3513 + }, + "7": { + "Dice": 0.7582577132486389, + "FN": 597, + "FP": 735, + "IoU": 0.6106401636948261, + "TN": 1047971, + "TP": 2089, + "n_pred": 2824, + "n_ref": 2686 + }, + "8": { + "Dice": 0.9524991626770691, + "FN": 749, + "FP": 1662, + "IoU": 0.9093063496840205, + "TN": 1024808, + "TP": 24173, + "n_pred": 25835, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 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": 3, + "IoU": 0.0, + "TN": 1051389, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7708446866485014, + "FN": 2920, + "FP": 444, + "IoU": 0.6271336732431834, + "TN": 1042370, + "TP": 5658, + "n_pred": 6102, + "n_ref": 8578 + }, + "6": { + "Dice": 0.0, + "FN": 200, + "FP": 1238, + "IoU": 0.0, + "TN": 1049954, + "TP": 0, + "n_pred": 1238, + "n_ref": 200 + }, + "7": { + "Dice": 0.5782285036141979, + "FN": 2504, + "FP": 17043, + "IoU": 0.4066958052570874, + "TN": 1018446, + "TP": 13399, + "n_pred": 30442, + "n_ref": 15903 + }, + "8": { + "Dice": 0.941209858103062, + "FN": 3278, + "FP": 658, + "IoU": 0.8889484524447705, + "TN": 1015949, + "TP": 31507, + "n_pred": 32165, + "n_ref": 34785 + }, + "9": { + "Dice": 0.8561948370827527, + "FN": 2153, + "FP": 14, + "IoU": 0.7485495474588072, + "TN": 1042774, + "TP": 6451, + "n_pred": 6465, + "n_ref": 8604 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.09275730622617535, + "FN": 869, + "FP": 3415, + "IoU": 0.04863424383744171, + "TN": 871657, + "TP": 219, + "n_pred": 3634, + "n_ref": 1088 + }, + "10": { + "Dice": 0.7567567567567568, + "FN": 1039, + "FP": 932, + "IoU": 0.6086956521739131, + "TN": 871123, + "TP": 3066, + "n_pred": 3998, + "n_ref": 4105 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 876141, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "12": { + "Dice": 0.4714207947740882, + "FN": 1765, + "FP": 177, + "IoU": 0.3084045584045584, + "TN": 873352, + "TP": 866, + "n_pred": 1043, + "n_ref": 2631 + }, + "13": { + "Dice": 0.0412614205717654, + "FN": 3245, + "FP": 8, + "IoU": 0.021065302437556426, + "TN": 872837, + "TP": 70, + "n_pred": 78, + "n_ref": 3315 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 139, + "IoU": 0.0, + "TN": 876021, + "TP": 0, + "n_pred": 139, + "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": 1165, + "IoU": 0.0, + "TN": 874995, + "TP": 0, + "n_pred": 1165, + "n_ref": 0 + }, + "3": { + "Dice": 0.7971628892874613, + "FN": 2222, + "FP": 266, + "IoU": 0.6627355293479734, + "TN": 868783, + "TP": 4889, + "n_pred": 5155, + "n_ref": 7111 + }, + "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": 82, + "IoU": 0.0, + "TN": 876078, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + }, + "6": { + "Dice": 0.5333333333333333, + "FN": 10, + "FP": 18, + "IoU": 0.36363636363636365, + "TN": 876116, + "TP": 16, + "n_pred": 34, + "n_ref": 26 + }, + "7": { + "Dice": 0.45977011494252873, + "FN": 47, + "FP": 0, + "IoU": 0.29850746268656714, + "TN": 876093, + "TP": 20, + "n_pred": 20, + "n_ref": 67 + }, + "8": { + "Dice": 0.8985470941883767, + "FN": 2251, + "FP": 2609, + "IoU": 0.8157834887423243, + "TN": 849778, + "TP": 21522, + "n_pred": 24131, + "n_ref": 23773 + }, + "9": { + "Dice": 0.7726180497345627, + "FN": 3857, + "FP": 212, + "IoU": 0.6294846111819341, + "TN": 865178, + "TP": 6913, + "n_pred": 7125, + "n_ref": 10770 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9708747044917257, + "FN": 397, + "FP": 219, + "IoU": 0.9433979601212901, + "TN": 1040509, + "TP": 10267, + "n_pred": 10486, + "n_ref": 10664 + }, + "10": { + "Dice": 0.8236279849183075, + "FN": 2116, + "FP": 2515, + "IoU": 0.7001424501424501, + "TN": 1035948, + "TP": 10813, + "n_pred": 13328, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.694102672889266, + "FN": 632, + "FP": 89, + "IoU": 0.5315139701104613, + "TN": 1049853, + "TP": 818, + "n_pred": 907, + "n_ref": 1450 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 414, + "IoU": 0.0, + "TN": 1050978, + "TP": 0, + "n_pred": 414, + "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": 0.9693704850361197, + "FN": 535, + "FP": 2433, + "IoU": 0.9405615412344295, + "TN": 1001458, + "TP": 46966, + "n_pred": 49399, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8794520547945206, + "FN": 194, + "FP": 422, + "IoU": 0.784841075794621, + "TN": 1048529, + "TP": 2247, + "n_pred": 2669, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.0, + "FN": 0, + "FP": 2636, + "IoU": 0.0, + "TN": 873524, + "TP": 0, + "n_pred": 2636, + "n_ref": 0 + }, + "3": { + "Dice": 0.9024086087797223, + "FN": 13377, + "FP": 553, + "IoU": 0.8221717261980749, + "TN": 797826, + "TP": 64404, + "n_pred": 64957, + "n_ref": 77781 + }, + "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": 22, + "IoU": 0.0, + "TN": 876138, + "TP": 0, + "n_pred": 22, + "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_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805143/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.4939992695794849, + "FN": 1627.3924444444444, + "FP": 1337.1222222222223, + "IoU": 0.4203147852799911, + "TN": 867235.5177777776, + "TP": 5959.967555555556, + "n_pred": 7297.089777777779, + "n_ref": 7587.359999999999 + }, + "mean": { + "1": { + "Dice": 0.4942478352064212, + "FN": 2233.6400000000003, + "FP": 563.3733333333333, + "IoU": 0.44157160426414704, + "TN": 868390.6200000001, + "TP": 4972.366666666667, + "n_pred": 5535.74, + "n_ref": 7206.006666666668 + }, + "10": { + "Dice": 0.5222068904629296, + "FN": 1614.6133333333332, + "FP": 1595.56, + "IoU": 0.4228291127486471, + "TN": 868743.1599999999, + "TP": 4206.666666666666, + "n_pred": 5802.2266666666665, + "n_ref": 5821.28 + }, + "11": { + "Dice": 0.39014686560218764, + "FN": 139.22, + "FP": 118.93333333333332, + "IoU": 0.29124189144880097, + "TN": 875720.3133333332, + "TP": 181.53333333333336, + "n_pred": 300.4666666666667, + "n_ref": 320.7533333333333 + }, + "12": { + "Dice": 0.260972086733946, + "FN": 276.9866666666667, + "FP": 112.46, + "IoU": 0.1930056399331787, + "TN": 875554.82, + "TP": 215.73333333333335, + "n_pred": 328.1933333333333, + "n_ref": 492.71999999999997 + }, + "13": { + "Dice": 0.3800358432973896, + "FN": 2098.28, + "FP": 1287.18, + "IoU": 0.2879343637312098, + "TN": 870118.4400000001, + "TP": 2656.1, + "n_pred": 3943.2799999999997, + "n_ref": 4754.38 + }, + "14": { + "Dice": 0.42061636099663885, + "FN": 1246.0666666666666, + "FP": 1080.0933333333332, + "IoU": 0.3600657398192294, + "TN": 870811.0533333333, + "TP": 3022.7866666666664, + "n_pred": 4102.88, + "n_ref": 4268.8533333333335 + }, + "15": { + "Dice": 0.35495669677264785, + "FN": 991.4666666666666, + "FP": 749.3399999999999, + "IoU": 0.2865495613683304, + "TN": 871593.54, + "TP": 2825.653333333333, + "n_pred": 3574.9933333333333, + "n_ref": 3817.1200000000003 + }, + "2": { + "Dice": 0.5460249938202429, + "FN": 1681.5666666666664, + "FP": 881.0333333333334, + "IoU": 0.48224478461148845, + "TN": 868434.9266666668, + "TP": 5162.473333333333, + "n_pred": 6043.506666666667, + "n_ref": 6844.039999999999 + }, + "3": { + "Dice": 0.46054735347898834, + "FN": 1894.5866666666668, + "FP": 1901.64, + "IoU": 0.4129069514366746, + "TN": 865761.2066666667, + "TP": 6602.5666666666675, + "n_pred": 8504.206666666667, + "n_ref": 8497.153333333332 + }, + "4": { + "Dice": 0.39459426655961594, + "FN": 784.54, + "FP": 539.5866666666667, + "IoU": 0.33356533430661306, + "TN": 873031.7733333332, + "TP": 1804.1, + "n_pred": 2343.686666666667, + "n_ref": 2588.6400000000003 + }, + "5": { + "Dice": 0.5421215766347147, + "FN": 482.5533333333334, + "FP": 218.2133333333333, + "IoU": 0.4443846962954492, + "TN": 874332.14, + "TP": 1127.0933333333335, + "n_pred": 1345.3066666666668, + "n_ref": 1609.6466666666668 + }, + "6": { + "Dice": 0.7241964427304062, + "FN": 4418.82, + "FP": 6522.1, + "IoU": 0.6547059696713844, + "TN": 828377.52, + "TP": 36841.56, + "n_pred": 43363.659999999996, + "n_ref": 41260.38 + }, + "7": { + "Dice": 0.4707019345901675, + "FN": 4360.553333333332, + "FP": 3031.546666666666, + "IoU": 0.3966312346164731, + "TN": 860236.2266666668, + "TP": 8531.673333333334, + "n_pred": 11563.220000000001, + "n_ref": 12892.226666666666 + }, + "8": { + "Dice": 0.8161541637706307, + "FN": 1280.3666666666666, + "FP": 654.2666666666668, + "IoU": 0.7527995333527608, + "TN": 866936.18, + "TP": 7289.1866666666665, + "n_pred": 7943.453333333334, + "n_ref": 8569.553333333333 + }, + "9": { + "Dice": 0.6324657330353469, + "FN": 907.6266666666667, + "FP": 801.5066666666667, + "IoU": 0.544285361595479, + "TN": 870490.8466666667, + "TP": 3960.0199999999995, + "n_pred": 4761.526666666667, + "n_ref": 4867.646666666667 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_002/summary.json b/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_002/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e2a663ea6dff64250b8908300ed7c864a71caedb --- /dev/null +++ b/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_002/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7335464004784583, + "FN": 30498.072, + "FP": 30854.523999999998, + "IoU": 0.61850013129486, + "TN": 96239515.78533334, + "TP": 156092.4586666667, + "n_pred": 186946.98266666665, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8797946276979153, + "FN": 19592.24, + "FP": 23350.26, + "IoU": 0.8058730572208416, + "TN": 96239322.44, + "TP": 174695.9, + "n_pred": 198046.16, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.68947800980108, + "FN": 20118.6, + "FP": 24795.64, + "IoU": 0.5499461422132421, + "TN": 96357942.64, + "TP": 54103.96, + "n_pred": 78899.6, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6414189438404385, + "FN": 1470.6, + "FP": 743.04, + "IoU": 0.49136249688345507, + "TN": 96452517.42, + "TP": 2229.78, + "n_pred": 2972.82, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.5924727790069501, + "FN": 2007.46, + "FP": 847.2, + "IoU": 0.43771663122657545, + "TN": 96451876.98, + "TP": 2229.2, + "n_pred": 3076.4, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.600932253517957, + "FN": 23937.12, + "FP": 17189.84, + "IoU": 0.4526880706019135, + "TN": 96381912.86, + "TP": 33921.02, + "n_pred": 51110.86, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6979878467666899, + "FN": 55271.74, + "FP": 19140.0, + "IoU": 0.594248117668088, + "TN": 96299462.7, + "TP": 83086.4, + "n_pred": 102226.4, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.5838810744550457, + "FN": 14789.4, + "FP": 33376.22, + "IoU": 0.4625821382068559, + "TN": 96369537.58, + "TP": 39257.64, + "n_pred": 72633.86, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.8208162873451117, + "FN": 34170.68, + "FP": 18512.62, + "IoU": 0.7215182691264269, + "TN": 96281606.52, + "TP": 122671.02, + "n_pred": 141183.64, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8262152905245437, + "FN": 22987.52, + "FP": 37463.2, + "IoU": 0.7219553318667054, + "TN": 96256095.06, + "TP": 140415.06, + "n_pred": 177878.26, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6484219984939854, + "FN": 7907.82, + "FP": 7466.4, + "IoU": 0.5430480338674253, + "TN": 96422916.94, + "TP": 18669.68, + "n_pred": 26136.08, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.6781535696366597, + "FN": 7733.32, + "FP": 2924.78, + "IoU": 0.532907732323809, + "TN": 96436883.9, + "TP": 9418.84, + "n_pred": 12343.62, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9101452160702976, + "FN": 88963.32, + "FP": 179939.4, + "IoU": 0.8426055016449555, + "TN": 94917797.82, + "TP": 1270260.3, + "n_pred": 1450199.7, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.6776519451898564, + "FN": 129053.46, + "FP": 76998.12, + "IoU": 0.5446930623998634, + "TN": 96041038.06, + "TP": 209871.2, + "n_pred": 286869.32, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.906772961982919, + "FN": 16516.24, + "FP": 11387.98, + "IoU": 0.8320075083625152, + "TN": 96313203.68, + "TP": 115852.94, + "n_pred": 127240.92, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8490532028474242, + "FN": 12951.56, + "FP": 8683.16, + "IoU": 0.7443498758102287, + "TN": 96370622.18, + "TP": 64703.94, + "n_pred": 73387.1, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8832216641536941, + "FN": 4238, + "FP": 19152, + "IoU": 0.7908656855206452, + "TN": 119481478, + "TP": 88452, + "n_pred": 107604, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7202125183768228, + "FN": 11894, + "FP": 37397, + "IoU": 0.5627594649256644, + "TN": 119480588, + "TP": 63441, + "n_pred": 100838, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7535976505139501, + "FN": 980, + "FP": 698, + "IoU": 0.6046182846371347, + "TN": 119589076, + "TP": 2566, + "n_pred": 3264, + "n_ref": 3546 + }, + "12": { + "Dice": 0.70200879591109, + "FN": 1512, + "FP": 995, + "IoU": 0.5408424908424908, + "TN": 119587860, + "TP": 2953, + "n_pred": 3948, + "n_ref": 4465 + }, + "13": { + "Dice": 0.40944335618674504, + "FN": 32691, + "FP": 25193, + "IoU": 0.257421423989737, + "TN": 119515370, + "TP": 20066, + "n_pred": 45259, + "n_ref": 52757 + }, + "14": { + "Dice": 0.3817612758275867, + "FN": 188693, + "FP": 1727, + "IoU": 0.23591159334221465, + "TN": 119344108, + "TP": 58792, + "n_pred": 60519, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 223324, + "IoU": 0.0, + "TN": 119337133, + "TP": 0, + "n_pred": 223324, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9543794141994117, + "FN": 5331, + "FP": 7620, + "IoU": 0.912739694646202, + "TN": 119444902, + "TP": 135467, + "n_pred": 143087, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9476882690350634, + "FN": 6481, + "FP": 11613, + "IoU": 0.9005775010852185, + "TN": 119411329, + "TP": 163897, + "n_pred": 175510, + "n_ref": 170378 + }, + "4": { + "Dice": 0.739466235988295, + "FN": 31460, + "FP": 1126, + "IoU": 0.5866294557909425, + "TN": 119514490, + "TP": 46244, + "n_pred": 47370, + "n_ref": 77704 + }, + "5": { + "Dice": 0.10905507246376811, + "FN": 59561, + "FP": 17283, + "IoU": 0.05767226262155567, + "TN": 119511773, + "TP": 4703, + "n_pred": 21986, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9653419343707456, + "FN": 29350, + "FP": 53411, + "IoU": 0.9330057595246672, + "TN": 118357975, + "TP": 1152584, + "n_pred": 1205995, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 202566, + "IoU": 0.0, + "TN": 119390754, + "TP": 0, + "n_pred": 202566, + "n_ref": 0 + }, + "8": { + "Dice": 0.8032700084575312, + "FN": 60459, + "FP": 50263, + "IoU": 0.671220755002717, + "TN": 119256553, + "TP": 226045, + "n_pred": 276308, + "n_ref": 286504 + }, + "9": { + "Dice": 0.839022114133816, + "FN": 17195, + "FP": 5575, + "IoU": 0.7226856982791168, + "TN": 119511211, + "TP": 59339, + "n_pred": 64914, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9058622898276448, + "FN": 16725, + "FP": 18990, + "IoU": 0.8279234701497931, + "TN": 72618107, + "TP": 171838, + "n_pred": 190828, + "n_ref": 188563 + }, + "10": { + "Dice": 0.6552929204826283, + "FN": 12104, + "FP": 47177, + "IoU": 0.4873127616148338, + "TN": 72710032, + "TP": 56347, + "n_pred": 103524, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6191792472889645, + "FN": 791, + "FP": 1000, + "IoU": 0.4484139205420388, + "TN": 72822413, + "TP": 1456, + "n_pred": 2456, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6948999819787349, + "FN": 946, + "FP": 747, + "IoU": 0.5324495995581331, + "TN": 72822039, + "TP": 1928, + "n_pred": 2675, + "n_ref": 2874 + }, + "13": { + "Dice": 0.6868465046344383, + "FN": 15466, + "FP": 16191, + "IoU": 0.5230511947449302, + "TN": 72759286, + "TP": 34717, + "n_pred": 50908, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8867094487752955, + "FN": 4830, + "FP": 13583, + "IoU": 0.7964762188988737, + "TN": 72735189, + "TP": 72058, + "n_pred": 85641, + "n_ref": 76888 + }, + "15": { + "Dice": 0.415469146238377, + "FN": 12008, + "FP": 73738, + "IoU": 0.2622032542011203, + "TN": 72709441, + "TP": 30473, + "n_pred": 104211, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9528420419064816, + "FN": 9196, + "FP": 3340, + "IoU": 0.9099315289942019, + "TN": 72686477, + "TP": 126647, + "n_pred": 129987, + "n_ref": 135843 + }, + "3": { + "Dice": 0.95449909600853, + "FN": 3610, + "FP": 8168, + "IoU": 0.9129586520341425, + "TN": 72690345, + "TP": 123537, + "n_pred": 131705, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8643853464132434, + "FN": 4453, + "FP": 2625, + "IoU": 0.7611607896068837, + "TN": 72796025, + "TP": 22557, + "n_pred": 25182, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7644961531244135, + "FN": 2528, + "FP": 1237, + "IoU": 0.6187727825030377, + "TN": 72815784, + "TP": 6111, + "n_pred": 7348, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9442114740267366, + "FN": 74094, + "FP": 59874, + "IoU": 0.8943187492555186, + "TN": 71557999, + "TP": 1133693, + "n_pred": 1193567, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.7097154947374608, + "FN": 93972, + "FP": 24568, + "IoU": 0.5500457394030723, + "TN": 72562211, + "TP": 144909, + "n_pred": 169477, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9255205711994677, + "FN": 3946, + "FP": 4785, + "IoU": 0.861366487241779, + "TN": 72762681, + "TP": 54248, + "n_pred": 59033, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8583109141741837, + "FN": 12901, + "FP": 8587, + "IoU": 0.7517904172249689, + "TN": 72739088, + "TP": 65084, + "n_pred": 73671, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9522446118455478, + "FN": 18916, + "FP": 5269, + "IoU": 0.9088424861482793, + "TN": 71544178, + "TP": 241125, + "n_pred": 246394, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8029385741480548, + "FN": 18850, + "FP": 17899, + "IoU": 0.6707580386500265, + "TN": 71697871, + "TP": 74868, + "n_pred": 92767, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6123188405797102, + "FN": 1510, + "FP": 844, + "IoU": 0.4412532637075718, + "TN": 71805275, + "TP": 1859, + "n_pred": 2703, + "n_ref": 3369 + }, + "12": { + "Dice": 0.5880427291523087, + "FN": 3096, + "FP": 1686, + "IoU": 0.41647345942647956, + "TN": 71801293, + "TP": 3413, + "n_pred": 5099, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7248304755323284, + "FN": 21946, + "FP": 9909, + "IoU": 0.568418913426365, + "TN": 71735678, + "TP": 41955, + "n_pred": 51864, + "n_ref": 63901 + }, + "14": { + "Dice": 0.4909586161998617, + "FN": 352113, + "FP": 530, + "IoU": 0.32534469993361403, + "TN": 71286787, + "TP": 170058, + "n_pred": 170588, + "n_ref": 522171 + }, + "15": { + "Dice": 0.751640842544032, + "FN": 70666, + "FP": 2025, + "IoU": 0.6021030390611315, + "TN": 71626800, + "TP": 109997, + "n_pred": 112022, + "n_ref": 180663 + }, + "2": { + "Dice": 0.914206328932312, + "FN": 16249, + "FP": 8268, + "IoU": 0.8419705817895863, + "TN": 71654346, + "TP": 130625, + "n_pred": 138893, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9259777326789511, + "FN": 13209, + "FP": 14256, + "IoU": 0.8621587846485087, + "TN": 71610237, + "TP": 171786, + "n_pred": 186042, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7073513513513513, + "FN": 889, + "FP": 9939, + "IoU": 0.5472108388391737, + "TN": 71785574, + "TP": 13086, + "n_pred": 23025, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8188732394366197, + "FN": 1622, + "FP": 2236, + "IoU": 0.6932983544001908, + "TN": 71796909, + "TP": 8721, + "n_pred": 10957, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9326751691356201, + "FN": 42066, + "FP": 132062, + "IoU": 0.8738437841648331, + "TN": 70429231, + "TP": 1206129, + "n_pred": 1338191, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.896372657724959, + "FN": 25759, + "FP": 22653, + "IoU": 0.8122059171505821, + "TN": 71551695, + "TP": 209381, + "n_pred": 232034, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9320244907158151, + "FN": 6797, + "FP": 4061, + "IoU": 0.8727021196773589, + "TN": 71724192, + "TP": 74438, + "n_pred": 78499, + "n_ref": 81235 + }, + "9": { + "Dice": 0.865583367823745, + "FN": 16004, + "FP": 6405, + "IoU": 0.7630206956356215, + "TN": 71714927, + "TP": 72152, + "n_pred": 78557, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9641349813467988, + "FN": 9512, + "FP": 5716, + "IoU": 0.9307534900641171, + "TN": 135225600, + "TP": 204682, + "n_pred": 210398, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7715958284140102, + "FN": 22395, + "FP": 14749, + "IoU": 0.6281286292098834, + "TN": 135345626, + "TP": 62740, + "n_pred": 77489, + "n_ref": 85135 + }, + "11": { + "Dice": 0.5356954920189441, + "FN": 2020, + "FP": 627, + "IoU": 0.3658361284139914, + "TN": 135441336, + "TP": 1527, + "n_pred": 2154, + "n_ref": 3547 + }, + "12": { + "Dice": 0.5217171717171717, + "FN": 3442, + "FP": 346, + "IoU": 0.3529210796036898, + "TN": 135439656, + "TP": 2066, + "n_pred": 2412, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7401218111277282, + "FN": 6426, + "FP": 17554, + "IoU": 0.5874550553099248, + "TN": 135387383, + "TP": 34147, + "n_pred": 51701, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9066630623886659, + "FN": 12208, + "FP": 14724, + "IoU": 0.8292622623447594, + "TN": 135287771, + "TP": 130807, + "n_pred": 145531, + "n_ref": 143015 + }, + "15": { + "Dice": 0.48598560540416275, + "FN": 23817, + "FP": 34317, + "IoU": 0.3209914034759858, + "TN": 135359894, + "TP": 27482, + "n_pred": 61799, + "n_ref": 51299 + }, + "2": { + "Dice": 0.80460206495082, + "FN": 25158, + "FP": 64396, + "IoU": 0.6730830306459562, + "TN": 135171575, + "TP": 184381, + "n_pred": 248777, + "n_ref": 209539 + }, + "3": { + "Dice": 0.7559876387519522, + "FN": 78496, + "FP": 17283, + "IoU": 0.6077010665661812, + "TN": 135201362, + "TP": 148369, + "n_pred": 165652, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8250536292130746, + "FN": 2803, + "FP": 11632, + "IoU": 0.7022053514327564, + "TN": 135397037, + "TP": 34038, + "n_pred": 45670, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5633662938814283, + "FN": 14997, + "FP": 5227, + "IoU": 0.3921433079859337, + "TN": 135412239, + "TP": 13047, + "n_pred": 18274, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9604811073172863, + "FN": 46734, + "FP": 86217, + "IoU": 0.9239669563277946, + "TN": 133696915, + "TP": 1615644, + "n_pred": 1701861, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.7971919068357615, + "FN": 36698, + "FP": 45867, + "IoU": 0.6627756425703631, + "TN": 135200673, + "TP": 162272, + "n_pred": 208139, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8687894814161892, + "FN": 53075, + "FP": 18377, + "IoU": 0.7680175061524775, + "TN": 135137504, + "TP": 236554, + "n_pred": 254931, + "n_ref": 289629 + }, + "9": { + "Dice": 0.837514312480483, + "FN": 21597, + "FP": 8062, + "IoU": 0.7204512893982808, + "TN": 135339414, + "TP": 76437, + "n_pred": 84499, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8421410078421072, + "FN": 31775, + "FP": 52367, + "IoU": 0.7273260505345436, + "TN": 105445424, + "TP": 224439, + "n_pred": 276806, + "n_ref": 256214 + }, + "10": { + "Dice": 0.4048017244583194, + "FN": 27809, + "FP": 68281, + "IoU": 0.25376263920600156, + "TN": 105625239, + "TP": 32676, + "n_pred": 100957, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6898104710076938, + "FN": 631, + "FP": 1022, + "IoU": 0.5264967058149528, + "TN": 105750514, + "TP": 1838, + "n_pred": 2860, + "n_ref": 2469 + }, + "12": { + "Dice": 0.5811051693404634, + "FN": 1959, + "FP": 1566, + "IoU": 0.40954773869346733, + "TN": 105748035, + "TP": 2445, + "n_pred": 4011, + "n_ref": 4404 + }, + "13": { + "Dice": 0.5193973663706983, + "FN": 47237, + "FP": 15064, + "IoU": 0.3508013254694371, + "TN": 105658039, + "TP": 33665, + "n_pred": 48729, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9328105050030183, + "FN": 22291, + "FP": 2863, + "IoU": 0.8740814160709638, + "TN": 105554241, + "TP": 174610, + "n_pred": 177473, + "n_ref": 196901 + }, + "15": { + "Dice": 0.7989175102736293, + "FN": 8005, + "FP": 2026, + "IoU": 0.6651645637225448, + "TN": 105724047, + "TP": 19927, + "n_pred": 21953, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9281295818839549, + "FN": 12677, + "FP": 9038, + "IoU": 0.8658971888740675, + "TN": 105592077, + "TP": 140213, + "n_pred": 149251, + "n_ref": 152890 + }, + "3": { + "Dice": 0.7793640168560069, + "FN": 7875, + "FP": 84746, + "IoU": 0.6384901212305722, + "TN": 105497799, + "TP": 163585, + "n_pred": 248331, + "n_ref": 171460 + }, + "4": { + "Dice": 0.632861313470301, + "FN": 17659, + "FP": 9253, + "IoU": 0.4629093739397689, + "TN": 105703898, + "TP": 23195, + "n_pred": 32448, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7330241109857507, + "FN": 3594, + "FP": 2795, + "IoU": 0.5785620052770448, + "TN": 105738845, + "TP": 8771, + "n_pred": 11566, + "n_ref": 12365 + }, + "6": { + "Dice": 0.915632682647579, + "FN": 94688, + "FP": 171031, + "IoU": 0.8443934707320186, + "TN": 104046371, + "TP": 1441915, + "n_pred": 1612946, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.7878623782012589, + "FN": 39961, + "FP": 83047, + "IoU": 0.6499776626288667, + "TN": 105402576, + "TP": 228421, + "n_pred": 311468, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8972613198953183, + "FN": 3469, + "FP": 16042, + "IoU": 0.8136663164931717, + "TN": 105649295, + "TP": 85199, + "n_pred": 101241, + "n_ref": 88668 + }, + "9": { + "Dice": 0.80689580249596, + "FN": 15388, + "FP": 13052, + "IoU": 0.6762995253758863, + "TN": 105666146, + "TP": 59419, + "n_pred": 72471, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9047773696470167, + "FN": 10874, + "FP": 40144, + "IoU": 0.826112741439074, + "TN": 96844483, + "TP": 242379, + "n_pred": 282523, + "n_ref": 253253 + }, + "10": { + "Dice": 0.7825633580254836, + "FN": 15013, + "FP": 39202, + "IoU": 0.6427959624710099, + "TN": 96986104, + "TP": 97561, + "n_pred": 136763, + "n_ref": 112574 + }, + "11": { + "Dice": 0.6493469619534356, + "FN": 1274, + "FP": 1196, + "IoU": 0.4807651881437881, + "TN": 97133123, + "TP": 2287, + "n_pred": 3483, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7596485374263152, + "FN": 1103, + "FP": 1058, + "IoU": 0.6124461979913917, + "TN": 97132304, + "TP": 3415, + "n_pred": 4473, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7359180545720854, + "FN": 11963, + "FP": 15262, + "IoU": 0.5821759081631087, + "TN": 97072721, + "TP": 37934, + "n_pred": 53196, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8675055114179943, + "FN": 55908, + "FP": 7798, + "IoU": 0.7660130094798044, + "TN": 96865617, + "TP": 208557, + "n_pred": 216355, + "n_ref": 264465 + }, + "15": { + "Dice": 0.19790048039855287, + "FN": 14030, + "FP": 53591, + "IoU": 0.10981662124981899, + "TN": 97061917, + "TP": 8342, + "n_pred": 61933, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9177402922567378, + "FN": 15944, + "FP": 5937, + "IoU": 0.8479852716409615, + "TN": 96993940, + "TP": 122059, + "n_pred": 127996, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9185421059425964, + "FN": 9041, + "FP": 17461, + "IoU": 0.8493554034696801, + "TN": 96961956, + "TP": 149422, + "n_pred": 166883, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9042932232687763, + "FN": 1862, + "FP": 3564, + "IoU": 0.8253058596265292, + "TN": 97106820, + "TP": 25634, + "n_pred": 29198, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8093174072726069, + "FN": 2403, + "FP": 3360, + "IoU": 0.6797087756349691, + "TN": 97119887, + "TP": 12230, + "n_pred": 15590, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8927060772131363, + "FN": 41884, + "FP": 308699, + "IoU": 0.8062051627325402, + "TN": 95328838, + "TP": 1458459, + "n_pred": 1767158, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.8930661614748273, + "FN": 32453, + "FP": 20662, + "IoU": 0.8067927191246653, + "TN": 96862968, + "TP": 221797, + "n_pred": 242459, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9315981798657303, + "FN": 7469, + "FP": 10239, + "IoU": 0.8719548790628728, + "TN": 96999585, + "TP": 120587, + "n_pred": 130826, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8304581008605434, + "FN": 7107, + "FP": 17993, + "IoU": 0.7100712693333949, + "TN": 97051307, + "TP": 61473, + "n_pred": 79466, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.949096456494184, + "FN": 4287, + "FP": 13865, + "IoU": 0.9031242328177869, + "TN": 130579418, + "TP": 169222, + "n_pred": 183087, + "n_ref": 173509 + }, + "10": { + "Dice": 0.828772254839193, + "FN": 16407, + "FP": 8733, + "IoU": 0.7076098207743571, + "TN": 130680811, + "TP": 60841, + "n_pred": 69574, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7472979927946475, + "FN": 1145, + "FP": 819, + "IoU": 0.5965488907148726, + "TN": 130761924, + "TP": 2904, + "n_pred": 3723, + "n_ref": 4049 + }, + "12": { + "Dice": 0.6429774334792859, + "FN": 1419, + "FP": 701, + "IoU": 0.47381484239265326, + "TN": 130762763, + "TP": 1909, + "n_pred": 2610, + "n_ref": 3328 + }, + "13": { + "Dice": 0.6620622384443535, + "FN": 19285, + "FP": 23675, + "IoU": 0.4948378448296136, + "TN": 130681750, + "TP": 42082, + "n_pred": 65757, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9450462737154733, + "FN": 7327, + "FP": 10362, + "IoU": 0.8958177502665072, + "TN": 130597003, + "TP": 152100, + "n_pred": 162462, + "n_ref": 159427 + }, + "15": { + "Dice": 0.6612868047982552, + "FN": 6050, + "FP": 17245, + "IoU": 0.4939719778429456, + "TN": 130720757, + "TP": 22740, + "n_pred": 39985, + "n_ref": 28790 + }, + "2": { + "Dice": 0.8035243527680572, + "FN": 11798, + "FP": 63774, + "IoU": 0.6715760196432063, + "TN": 130536687, + "TP": 154533, + "n_pred": 218307, + "n_ref": 166331 + }, + "3": { + "Dice": 0.7319942454427913, + "FN": 65561, + "FP": 8024, + "IoU": 0.5772799080855953, + "TN": 130592717, + "TP": 100490, + "n_pred": 108514, + "n_ref": 166051 + }, + "4": { + "Dice": 0.7018435010971164, + "FN": 9625, + "FP": 7632, + "IoU": 0.5406462947189097, + "TN": 130729224, + "TP": 20311, + "n_pred": 27943, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6303846299307893, + "FN": 14641, + "FP": 4905, + "IoU": 0.46026398630363946, + "TN": 130730578, + "TP": 16668, + "n_pred": 21573, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9585180009561284, + "FN": 33858, + "FP": 78944, + "IoU": 0.9203404397158012, + "TN": 129350741, + "TP": 1303249, + "n_pred": 1382193, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.806233666834093, + "FN": 57909, + "FP": 128420, + "IoU": 0.6753697473574541, + "TN": 130192819, + "TP": 387644, + "n_pred": 516064, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8574995153769303, + "FN": 28947, + "FP": 37948, + "IoU": 0.7505463034090825, + "TN": 130498626, + "TP": 201271, + "n_pred": 239219, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8776293442165835, + "FN": 15475, + "FP": 8662, + "IoU": 0.7819425246858371, + "TN": 130656101, + "TP": 86554, + "n_pred": 95216, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.796872568177495, + "FN": 16521, + "FP": 77449, + "IoU": 0.6623343023360272, + "TN": 71957715, + "TP": 184323, + "n_pred": 261772, + "n_ref": 200844 + }, + "10": { + "Dice": 0.4087811498368514, + "FN": 34350, + "FP": 47548, + "IoU": 0.25689813176543175, + "TN": 72125797, + "TP": 28313, + "n_pred": 75861, + "n_ref": 62663 + }, + "11": { + "Dice": 0.12102351313969571, + "FN": 2512, + "FP": 30, + "IoU": 0.06440927493559072, + "TN": 72233291, + "TP": 175, + "n_pred": 205, + "n_ref": 2687 + }, + "12": { + "Dice": 0.5094803370786517, + "FN": 2620, + "FP": 174, + "IoU": 0.3418138987043581, + "TN": 72231763, + "TP": 1451, + "n_pred": 1625, + "n_ref": 4071 + }, + "13": { + "Dice": 0.3740762879988911, + "FN": 48848, + "FP": 23403, + "IoU": 0.2300700120416449, + "TN": 72142167, + "TP": 21590, + "n_pred": 44993, + "n_ref": 70438 + }, + "14": { + "Dice": 0.2279210156448008, + "FN": 54061, + "FP": 79975, + "IoU": 0.1286178650370563, + "TN": 72082188, + "TP": 19784, + "n_pred": 99759, + "n_ref": 73845 + }, + "15": { + "Dice": 0.2657801528614926, + "FN": 6930, + "FP": 111228, + "IoU": 0.153256320587055, + "TN": 72096464, + "TP": 21386, + "n_pred": 132614, + "n_ref": 28316 + }, + "2": { + "Dice": 0.5993066519099624, + "FN": 72062, + "FP": 1795, + "IoU": 0.4278642807343714, + "TN": 72106918, + "TP": 55233, + "n_pred": 57028, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7450781814884512, + "FN": 10070, + "FP": 98167, + "IoU": 0.5937247806976387, + "TN": 71969595, + "TP": 158176, + "n_pred": 256343, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 31240, + "IoU": 0.0, + "TN": 72204768, + "TP": 0, + "n_pred": 31240, + "n_ref": 0 + }, + "5": { + "Dice": 0.7948818897637795, + "FN": 151, + "FP": 4017, + "IoU": 0.6595883698137863, + "TN": 72223764, + "TP": 8076, + "n_pred": 12093, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7250753852217211, + "FN": 336204, + "FP": 555288, + "IoU": 0.5687202026041502, + "TN": 70168923, + "TP": 1175593, + "n_pred": 1730881, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.5319535149623278, + "FN": 110825, + "FP": 291160, + "IoU": 0.3623546804437035, + "TN": 71605587, + "TP": 228436, + "n_pred": 519596, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9291340888459398, + "FN": 4121, + "FP": 5559, + "IoU": 0.8676474609642046, + "TN": 72162870, + "TP": 63458, + "n_pred": 69017, + "n_ref": 67579 + }, + "9": { + "Dice": 0.5618572058490544, + "FN": 26047, + "FP": 10718, + "IoU": 0.39068248864728694, + "TN": 72175670, + "TP": 23573, + "n_pred": 34291, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8717548549196704, + "FN": 10232, + "FP": 12941, + "IoU": 0.7726643972020837, + "TN": 52451187, + "TP": 78760, + "n_pred": 91701, + "n_ref": 88992 + }, + "10": { + "Dice": 0.09497166371873082, + "FN": 44553, + "FP": 5591, + "IoU": 0.0498531501657982, + "TN": 52500345, + "TP": 2631, + "n_pred": 8222, + "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": 0.001927246446639364, + "FN": 4062, + "FP": 81, + "IoU": 0.0009645526886906198, + "TN": 52548973, + "TP": 4, + "n_pred": 85, + "n_ref": 4066 + }, + "13": { + "Dice": 0.3420790812700759, + "FN": 15598, + "FP": 7547, + "IoU": 0.20633015568205199, + "TN": 52523958, + "TP": 6017, + "n_pred": 13564, + "n_ref": 21615 + }, + "14": { + "Dice": 0.3098006301682742, + "FN": 44579, + "FP": 5584, + "IoU": 0.18329235929079632, + "TN": 52491699, + "TP": 11258, + "n_pred": 16842, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 63317, + "IoU": 0.0, + "TN": 52464534, + "TP": 0, + "n_pred": 63317, + "n_ref": 25269 + }, + "2": { + "Dice": 0.6805454228815913, + "FN": 62782, + "FP": 5089, + "IoU": 0.5157778332679342, + "TN": 52412955, + "TP": 72294, + "n_pred": 77383, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7978047819317661, + "FN": 19600, + "FP": 42996, + "IoU": 0.6636233200242895, + "TN": 52367031, + "TP": 123493, + "n_pred": 166489, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 268, + "IoU": 0.0, + "TN": 52550972, + "TP": 0, + "n_pred": 268, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7528009192760701, + "FN": 1041, + "FP": 2401, + "IoU": 0.6035932281469538, + "TN": 52544437, + "TP": 5241, + "n_pred": 7642, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9027530151374648, + "FN": 93320, + "FP": 53076, + "IoU": 0.8227436735682286, + "TN": 51727220, + "TP": 679504, + "n_pred": 732580, + "n_ref": 772824 + }, + "7": { + "Dice": 0.37726410352040735, + "FN": 146533, + "FP": 7081, + "IoU": 0.23248644732568888, + "TN": 52352975, + "TP": 46531, + "n_pred": 53612, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8128932124941105, + "FN": 15537, + "FP": 4716, + "IoU": 0.6847683974598431, + "TN": 52488872, + "TP": 43995, + "n_pred": 48711, + "n_ref": 59532 + }, + "9": { + "Dice": 0.7497447213865227, + "FN": 23389, + "FP": 13128, + "IoU": 0.5996733100923063, + "TN": 52461902, + "TP": 54701, + "n_pred": 67829, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9433434398882293, + "FN": 16903, + "FP": 16228, + "IoU": 0.8927625829422237, + "TN": 143828300, + "TP": 275819, + "n_pred": 292047, + "n_ref": 292722 + }, + "10": { + "Dice": 0.7320573597039804, + "FN": 36355, + "FP": 8975, + "IoU": 0.5773584201987805, + "TN": 144029996, + "TP": 61924, + "n_pred": 70899, + "n_ref": 98279 + }, + "11": { + "Dice": 0.5394480352929106, + "FN": 3990, + "FP": 499, + "IoU": 0.3693453217195842, + "TN": 144130132, + "TP": 2629, + "n_pred": 3128, + "n_ref": 6619 + }, + "12": { + "Dice": 0.5311322845114115, + "FN": 3249, + "FP": 983, + "IoU": 0.36159300045255693, + "TN": 144130621, + "TP": 2397, + "n_pred": 3380, + "n_ref": 5646 + }, + "13": { + "Dice": 0.7869550643768362, + "FN": 24477, + "FP": 18743, + "IoU": 0.6487435388966548, + "TN": 144014206, + "TP": 79824, + "n_pred": 98567, + "n_ref": 104301 + }, + "14": { + "Dice": 0.8347101598776824, + "FN": 114744, + "FP": 2226, + "IoU": 0.7163111966976945, + "TN": 143724932, + "TP": 295348, + "n_pred": 297574, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8635455453637272, + "FN": 3649, + "FP": 2361, + "IoU": 0.759859351899948, + "TN": 144112223, + "TP": 19017, + "n_pred": 21378, + "n_ref": 22666 + }, + "2": { + "Dice": 0.8236939448318777, + "FN": 6991, + "FP": 49108, + "IoU": 0.7002377835368297, + "TN": 143950105, + "TP": 131046, + "n_pred": 180154, + "n_ref": 138037 + }, + "3": { + "Dice": 0.8033628580261017, + "FN": 54655, + "FP": 3865, + "IoU": 0.6713504285024318, + "TN": 143959188, + "TP": 119542, + "n_pred": 123407, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9260092066280001, + "FN": 3193, + "FP": 4474, + "IoU": 0.8622133563367119, + "TN": 144081606, + "TP": 47977, + "n_pred": 52451, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7105351554903382, + "FN": 12037, + "FP": 4336, + "IoU": 0.5510310409125809, + "TN": 144100782, + "TP": 20095, + "n_pred": 24431, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8641582532532647, + "FN": 38783, + "FP": 376152, + "IoU": 0.7608086740326078, + "TN": 142402509, + "TP": 1319806, + "n_pred": 1695958, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.8273482903533493, + "FN": 57800, + "FP": 22025, + "IoU": 0.7055362504887748, + "TN": 143866164, + "TP": 191261, + "n_pred": 213286, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8604880112956782, + "FN": 29834, + "FP": 34786, + "IoU": 0.7551373042367839, + "TN": 143873347, + "TP": 199283, + "n_pred": 234069, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8787588140434457, + "FN": 11086, + "FP": 11920, + "IoU": 0.7837375446512502, + "TN": 144030870, + "TP": 83374, + "n_pred": 95294, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9024973610016168, + "FN": 11386, + "FP": 32396, + "IoU": 0.8223190805493328, + "TN": 111532512, + "TP": 202626, + "n_pred": 235022, + "n_ref": 214012 + }, + "10": { + "Dice": 0.5938858371148794, + "FN": 21136, + "FP": 12872, + "IoU": 0.42235961544994394, + "TN": 111720046, + "TP": 24866, + "n_pred": 37738, + "n_ref": 46002 + }, + "11": { + "Dice": 0.6746107403876708, + "FN": 1672, + "FP": 376, + "IoU": 0.5089906497242868, + "TN": 111774749, + "TP": 2123, + "n_pred": 2499, + "n_ref": 3795 + }, + "12": { + "Dice": 0.4668831168831169, + "FN": 3222, + "FP": 62, + "IoU": 0.30453197797543413, + "TN": 111774198, + "TP": 1438, + "n_pred": 1500, + "n_ref": 4660 + }, + "13": { + "Dice": 0.5802625750070476, + "FN": 24126, + "FP": 17564, + "IoU": 0.4087111917965592, + "TN": 111708413, + "TP": 28817, + "n_pred": 46381, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8465576836858166, + "FN": 4174, + "FP": 27655, + "IoU": 0.7339401994466317, + "TN": 111659289, + "TP": 87802, + "n_pred": 115457, + "n_ref": 91976 + }, + "15": { + "Dice": 0.4206481096800997, + "FN": 6682, + "FP": 4474, + "IoU": 0.2663422333289491, + "TN": 111763714, + "TP": 4050, + "n_pred": 8524, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8652569375425895, + "FN": 45684, + "FP": 4343, + "IoU": 0.7625135294229345, + "TN": 111568268, + "TP": 160625, + "n_pred": 164968, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7379732387867602, + "FN": 2661, + "FP": 40499, + "IoU": 0.5847524485751121, + "TN": 111674982, + "TP": 60778, + "n_pred": 101277, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8722985141828006, + "FN": 3180, + "FP": 1358, + "IoU": 0.7735189898687428, + "TN": 111758883, + "TP": 15499, + "n_pred": 16857, + "n_ref": 18679 + }, + "5": { + "Dice": 0.6145956607495069, + "FN": 13173, + "FP": 3436, + "IoU": 0.44362186788154895, + "TN": 111749068, + "TP": 13243, + "n_pred": 16679, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9613060995507877, + "FN": 55845, + "FP": 39061, + "IoU": 0.9254950848705706, + "TN": 110505098, + "TP": 1178916, + "n_pred": 1217977, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.8130250020044996, + "FN": 66012, + "FP": 13274, + "IoU": 0.6849554568356473, + "TN": 111527254, + "TP": 172380, + "n_pred": 185654, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8496509271075745, + "FN": 50882, + "FP": 29230, + "IoU": 0.7386026964591028, + "TN": 111472444, + "TP": 226364, + "n_pred": 255594, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8241303522005753, + "FN": 19594, + "FP": 6332, + "IoU": 0.7008688027137104, + "TN": 111692249, + "TP": 60745, + "n_pred": 67077, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8475758718248166, + "FN": 27147, + "FP": 22580, + "IoU": 0.7354721678440719, + "TN": 198899891, + "TP": 138257, + "n_pred": 160837, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7055758125850926, + "FN": 18040, + "FP": 19588, + "IoU": 0.5450885570936348, + "TN": 199005160, + "TP": 45087, + "n_pred": 64675, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7470913814526149, + "FN": 1128, + "FP": 1111, + "IoU": 0.5962856112513524, + "TN": 199082329, + "TP": 3307, + "n_pred": 4418, + "n_ref": 4435 + }, + "12": { + "Dice": 0.6878922393999694, + "FN": 1088, + "FP": 951, + "IoU": 0.5242650489967335, + "TN": 199083589, + "TP": 2247, + "n_pred": 3198, + "n_ref": 3335 + }, + "13": { + "Dice": 0.33638761627099817, + "FN": 25902, + "FP": 12338, + "IoU": 0.2022031210882083, + "TN": 199039943, + "TP": 9692, + "n_pred": 22030, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5175351472336854, + "FN": 28450, + "FP": 6039, + "IoU": 0.34910449732953364, + "TN": 199034888, + "TP": 18498, + "n_pred": 24537, + "n_ref": 46948 + }, + "15": { + "Dice": 0.8042716686364464, + "FN": 43635, + "FP": 2570, + "IoU": 0.6726207346105884, + "TN": 198946739, + "TP": 94931, + "n_pred": 97501, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9188063045780323, + "FN": 9841, + "FP": 11321, + "IoU": 0.8498073087814676, + "TN": 198946976, + "TP": 119737, + "n_pred": 131058, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9376725442251016, + "FN": 8066, + "FP": 9318, + "IoU": 0.8826586747126204, + "TN": 198939726, + "TP": 130765, + "n_pred": 140083, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7792884178652536, + "FN": 4252, + "FP": 3037, + "IoU": 0.6383886491045294, + "TN": 199067718, + "TP": 12868, + "n_pred": 15905, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6495475666422108, + "FN": 8116, + "FP": 4781, + "IoU": 0.4809851503078595, + "TN": 199063026, + "TP": 11952, + "n_pred": 16733, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9280051781292804, + "FN": 75409, + "FP": 92102, + "IoU": 0.865680653671288, + "TN": 197840765, + "TP": 1079599, + "n_pred": 1171701, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.744412618248973, + "FN": 37667, + "FP": 43711, + "IoU": 0.5928799771871107, + "TN": 198887988, + "TP": 118509, + "n_pred": 162220, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9065242881072026, + "FN": 10116, + "FP": 12206, + "IoU": 0.8290301085316442, + "TN": 198957314, + "TP": 108239, + "n_pred": 120445, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8859152684229405, + "FN": 14485, + "FP": 8415, + "IoU": 0.7951955926807018, + "TN": 198976061, + "TP": 88914, + "n_pred": 97329, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8821482539910978, + "FN": 12746, + "FP": 33112, + "IoU": 0.7891460179229103, + "TN": 130857705, + "TP": 171629, + "n_pred": 204741, + "n_ref": 184375 + }, + "10": { + "Dice": 0.6903900500368719, + "FN": 12974, + "FP": 49583, + "IoU": 0.5271722699238118, + "TN": 130942888, + "TP": 69747, + "n_pred": 119330, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6442666666666667, + "FN": 1655, + "FP": 1013, + "IoU": 0.4752163650668765, + "TN": 131070108, + "TP": 2416, + "n_pred": 3429, + "n_ref": 4071 + }, + "12": { + "Dice": 0.6641480921798262, + "FN": 1119, + "FP": 2437, + "IoU": 0.4971719457013575, + "TN": 131068120, + "TP": 3516, + "n_pred": 5953, + "n_ref": 4635 + }, + "13": { + "Dice": 0.556086681491819, + "FN": 47522, + "FP": 20549, + "IoU": 0.3851246985285483, + "TN": 130964485, + "TP": 42636, + "n_pred": 63185, + "n_ref": 90158 + }, + "14": { + "Dice": 0.4494452915505547, + "FN": 18147, + "FP": 76092, + "IoU": 0.28986096982027804, + "TN": 130942487, + "TP": 38466, + "n_pred": 114558, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6154947129443409, + "FN": 2637, + "FP": 28526, + "IoU": 0.444559308439533, + "TN": 131019087, + "TP": 24942, + "n_pred": 53468, + "n_ref": 27579 + }, + "2": { + "Dice": 0.8826733737758115, + "FN": 24793, + "FP": 11219, + "IoU": 0.7899868785537251, + "TN": 130903717, + "TP": 135463, + "n_pred": 146682, + "n_ref": 160256 + }, + "3": { + "Dice": 0.6890839700506564, + "FN": 10237, + "FP": 152045, + "IoU": 0.525650731479181, + "TN": 130733077, + "TP": 179833, + "n_pred": 331878, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8600231440270607, + "FN": 15111, + "FP": 3759, + "IoU": 0.7544215827899895, + "TN": 130998353, + "TP": 57969, + "n_pred": 61728, + "n_ref": 73080 + }, + "5": { + "Dice": 0.6132241524450907, + "FN": 6686, + "FP": 3422, + "IoU": 0.44219413939628055, + "TN": 131057071, + "TP": 8013, + "n_pred": 11435, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8177102890601885, + "FN": 40506, + "FP": 595931, + "IoU": 0.691632754217394, + "TN": 129011299, + "TP": 1427456, + "n_pred": 2023387, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.5322950209364001, + "FN": 222411, + "FP": 752477, + "IoU": 0.3626716734830497, + "TN": 129545544, + "TP": 554760, + "n_pred": 1307237, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9171581449279829, + "FN": 9144, + "FP": 12361, + "IoU": 0.8469917750519396, + "TN": 130934644, + "TP": 119043, + "n_pred": 131404, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6985938594542876, + "FN": 24655, + "FP": 10627, + "IoU": 0.5367992648024157, + "TN": 130999022, + "TP": 40888, + "n_pred": 51515, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8494127150688768, + "FN": 6289, + "FP": 67904, + "IoU": 0.7382427445473854, + "TN": 101333758, + "TP": 209249, + "n_pred": 277153, + "n_ref": 215538 + }, + "10": { + "Dice": 0.7801160250839655, + "FN": 12608, + "FP": 6116, + "IoU": 0.6395001829068715, + "TN": 101565261, + "TP": 33215, + "n_pred": 39331, + "n_ref": 45823 + }, + "11": { + "Dice": 0.7777290661990355, + "FN": 1411, + "FP": 617, + "IoU": 0.6362984218077475, + "TN": 101611624, + "TP": 3548, + "n_pred": 4165, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7336973980083521, + "FN": 2064, + "FP": 423, + "IoU": 0.5794013191273465, + "TN": 101611287, + "TP": 3426, + "n_pred": 3849, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7598982824508815, + "FN": 6594, + "FP": 27208, + "IoU": 0.6127709297530128, + "TN": 101529908, + "TP": 53490, + "n_pred": 80698, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9090963580103543, + "FN": 1101, + "FP": 11032, + "IoU": 0.8333424905909178, + "TN": 101544398, + "TP": 60669, + "n_pred": 71701, + "n_ref": 61770 + }, + "15": { + "Dice": 0.6659849698164346, + "FN": 6237, + "FP": 20875, + "IoU": 0.4992334829426867, + "TN": 101563059, + "TP": 27029, + "n_pred": 47904, + "n_ref": 33266 + }, + "2": { + "Dice": 0.8784969172419305, + "FN": 29430, + "FP": 10102, + "IoU": 0.7833210008495711, + "TN": 101434755, + "TP": 142913, + "n_pred": 153015, + "n_ref": 172343 + }, + "3": { + "Dice": 0.8994583893091989, + "FN": 13961, + "FP": 21588, + "IoU": 0.8172870344671621, + "TN": 101422638, + "TP": 159013, + "n_pred": 180601, + "n_ref": 172974 + }, + "4": { + "Dice": 0.350554104873874, + "FN": 2184, + "FP": 49797, + "IoU": 0.21252840478715346, + "TN": 101551190, + "TP": 14029, + "n_pred": 63826, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7611417473034371, + "FN": 8425, + "FP": 5349, + "IoU": 0.6143896976483763, + "TN": 101581480, + "TP": 21946, + "n_pred": 27295, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8896668477125549, + "FN": 202816, + "FP": 127287, + "IoU": 0.8012611763232629, + "TN": 99956211, + "TP": 1330886, + "n_pred": 1458173, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8711508211162147, + "FN": 47089, + "FP": 65540, + "IoU": 0.7717158655132436, + "TN": 101123828, + "TP": 380743, + "n_pred": 446283, + "n_ref": 427832 + }, + "8": { + "Dice": 0.8981824998784939, + "FN": 37902, + "FP": 6091, + "IoU": 0.8151826412082257, + "TN": 101379165, + "TP": 194042, + "n_pred": 200133, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9102975627676168, + "FN": 5421, + "FP": 9474, + "IoU": 0.8353634273587408, + "TN": 101526728, + "TP": 75577, + "n_pred": 85051, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9483531418281724, + "FN": 17252, + "FP": 3915, + "IoU": 0.9017790853070012, + "TN": 118966708, + "TP": 194337, + "n_pred": 198252, + "n_ref": 211589 + }, + "10": { + "Dice": 0.6774735869629439, + "FN": 17683, + "FP": 42364, + "IoU": 0.5122571317174606, + "TN": 119059100, + "TP": 63065, + "n_pred": 105429, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6179903216623968, + "FN": 1867, + "FP": 817, + "IoU": 0.447167868177137, + "TN": 119177357, + "TP": 2171, + "n_pred": 2988, + "n_ref": 4038 + }, + "12": { + "Dice": 0.5963129626941501, + "FN": 2081, + "FP": 700, + "IoU": 0.4248190279214064, + "TN": 119177377, + "TP": 2054, + "n_pred": 2754, + "n_ref": 4135 + }, + "13": { + "Dice": 0.6647665720918235, + "FN": 7302, + "FP": 18692, + "IoU": 0.4978654355091081, + "TN": 119130445, + "TP": 25773, + "n_pred": 44465, + "n_ref": 33075 + }, + "14": { + "Dice": 0.03692948190789474, + "FN": 64430, + "FP": 10520, + "IoU": 0.018812101535601606, + "TN": 119105825, + "TP": 1437, + "n_pred": 11957, + "n_ref": 65867 + }, + "15": { + "Dice": 0.13629127010059858, + "FN": 10918, + "FP": 113317, + "IoU": 0.07312906137857457, + "TN": 119048175, + "TP": 9802, + "n_pred": 123119, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9161182676187354, + "FN": 21630, + "FP": 9841, + "IoU": 0.8452197691403502, + "TN": 118978885, + "TP": 171856, + "n_pred": 181697, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9113278304645254, + "FN": 13891, + "FP": 21742, + "IoU": 0.8371003282405757, + "TN": 118963470, + "TP": 183109, + "n_pred": 204851, + "n_ref": 197000 + }, + "4": { + "Dice": 0.7166473508123592, + "FN": 10564, + "FP": 15352, + "IoU": 0.5584181021997308, + "TN": 119123523, + "TP": 32773, + "n_pred": 48125, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8500438651460083, + "FN": 4157, + "FP": 629, + "IoU": 0.7391967740177647, + "TN": 119163861, + "TP": 13565, + "n_pred": 14194, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9344414287990849, + "FN": 47221, + "FP": 190150, + "IoU": 0.8769498496417165, + "TN": 117253153, + "TP": 1691688, + "n_pred": 1881838, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.8166621571211061, + "FN": 42582, + "FP": 71931, + "IoU": 0.6901344041649867, + "TN": 118812655, + "TP": 255044, + "n_pred": 326975, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9505236284693797, + "FN": 3790, + "FP": 4369, + "IoU": 0.90571227161892, + "TN": 119095679, + "TP": 78374, + "n_pred": 82743, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8865255342630681, + "FN": 14833, + "FP": 3263, + "IoU": 0.7961794918003244, + "TN": 119093428, + "TP": 70688, + "n_pred": 73951, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 76102, + "IoU": 0.0, + "TN": 61256378, + "TP": 0, + "n_pred": 76102, + "n_ref": 0 + }, + "10": { + "Dice": 0.6795466646383205, + "FN": 7626, + "FP": 17652, + "IoU": 0.5146313364055299, + "TN": 61280400, + "TP": 26802, + "n_pred": 44454, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7920438607675634, + "FN": 758, + "FP": 873, + "IoU": 0.6556892548026176, + "TN": 61327743, + "TP": 3106, + "n_pred": 3979, + "n_ref": 3864 + }, + "12": { + "Dice": 0.5364012661309958, + "FN": 2647, + "FP": 1161, + "IoU": 0.3664947596073865, + "TN": 61326469, + "TP": 2203, + "n_pred": 3364, + "n_ref": 4850 + }, + "13": { + "Dice": 0.4580631299320259, + "FN": 29245, + "FP": 26245, + "IoU": 0.29706996364373395, + "TN": 61253539, + "TP": 23451, + "n_pred": 49696, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8300743632207351, + "FN": 76852, + "FP": 2463, + "IoU": 0.7095103629884375, + "TN": 61059441, + "TP": 193724, + "n_pred": 196187, + "n_ref": 270576 + }, + "15": { + "Dice": 0.8122514506363913, + "FN": 20818, + "FP": 14968, + "IoU": 0.6838580868581928, + "TN": 61219284, + "TP": 77410, + "n_pred": 92378, + "n_ref": 98228 + }, + "2": { + "Dice": 0.6736854627646919, + "FN": 75997, + "FP": 6293, + "IoU": 0.507937931653063, + "TN": 61165245, + "TP": 84945, + "n_pred": 91238, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7402305993851082, + "FN": 4770, + "FP": 82173, + "IoU": 0.5875921410885219, + "TN": 61121662, + "TP": 123875, + "n_pred": 206048, + "n_ref": 128645 + }, + "4": { + "Dice": 0.8903477960992682, + "FN": 7335, + "FP": 1250, + "IoU": 0.8023665369828955, + "TN": 61289041, + "TP": 34854, + "n_pred": 36104, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7492469097330425, + "FN": 1359, + "FP": 3469, + "IoU": 0.5990366248650444, + "TN": 61320439, + "TP": 7213, + "n_pred": 10682, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9417135985345344, + "FN": 28326, + "FP": 117467, + "IoU": 0.8898475849547847, + "TN": 60008923, + "TP": 1177764, + "n_pred": 1295231, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.36347076193539757, + "FN": 153945, + "FP": 22168, + "IoU": 0.22209854457916473, + "TN": 61106085, + "TP": 50282, + "n_pred": 72450, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9244691261952767, + "FN": 3806, + "FP": 9006, + "IoU": 0.8595468049419529, + "TN": 61241261, + "TP": 78407, + "n_pred": 87413, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8608489868362669, + "FN": 5172, + "FP": 13644, + "IoU": 0.7556934742527721, + "TN": 61255462, + "TP": 58202, + "n_pred": 71846, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9594594980808638, + "FN": 9300, + "FP": 4885, + "IoU": 0.9220779934190649, + "TN": 148925459, + "TP": 167856, + "n_pred": 172741, + "n_ref": 177156 + }, + "10": { + "Dice": 0.789081442535923, + "FN": 10968, + "FP": 22088, + "IoU": 0.6516387395932132, + "TN": 149012610, + "TP": 61834, + "n_pred": 83922, + "n_ref": 72802 + }, + "11": { + "Dice": 0.7620572343406044, + "FN": 700, + "FP": 489, + "IoU": 0.6155835758163595, + "TN": 149104407, + "TP": 1904, + "n_pred": 2393, + "n_ref": 2604 + }, + "12": { + "Dice": 0.40691114245416077, + "FN": 1520, + "FP": 162, + "IoU": 0.25542275343072157, + "TN": 149105241, + "TP": 577, + "n_pred": 739, + "n_ref": 2097 + }, + "13": { + "Dice": 0.6163384089153702, + "FN": 39680, + "FP": 15954, + "IoU": 0.4454401371597173, + "TN": 149007179, + "TP": 44687, + "n_pred": 60641, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8978019651680926, + "FN": 6126, + "FP": 13667, + "IoU": 0.8145559480198252, + "TN": 149000767, + "TP": 86940, + "n_pred": 100607, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8231465500204219, + "FN": 6805, + "FP": 6618, + "IoU": 0.6994469447616488, + "TN": 149062839, + "TP": 31238, + "n_pred": 37856, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9196048121513543, + "FN": 20176, + "FP": 3748, + "IoU": 0.851174479944262, + "TN": 148946748, + "TP": 136828, + "n_pred": 140576, + "n_ref": 157004 + }, + "3": { + "Dice": 0.7280712861257953, + "FN": 14085, + "FP": 20277, + "IoU": 0.5724151661834427, + "TN": 149027137, + "TP": 46001, + "n_pred": 66278, + "n_ref": 60086 + }, + "4": { + "Dice": 0.901683567982672, + "FN": 2937, + "FP": 2056, + "IoU": 0.8209688407615906, + "TN": 149079611, + "TP": 22896, + "n_pred": 24952, + "n_ref": 25833 + }, + "5": { + "Dice": 0.3945896151167232, + "FN": 24935, + "FP": 2010, + "IoU": 0.24578738173878967, + "TN": 149071774, + "TP": 8781, + "n_pred": 10791, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9637327215484065, + "FN": 26885, + "FP": 54338, + "IoU": 0.9300040072561498, + "TN": 147947105, + "TP": 1079172, + "n_pred": 1133510, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.6474400547062846, + "FN": 128381, + "FP": 31445, + "IoU": 0.47867753067734803, + "TN": 148800922, + "TP": 146752, + "n_pred": 178197, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9134327424213979, + "FN": 24712, + "FP": 14022, + "IoU": 0.8406591824393534, + "TN": 148864411, + "TP": 204355, + "n_pred": 218377, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8501353118253413, + "FN": 17591, + "FP": 7052, + "IoU": 0.7393350892224373, + "TN": 149012961, + "TP": 69896, + "n_pred": 76948, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.692268524541625, + "FN": 206481, + "FP": 67901, + "IoU": 0.5293659574103138, + "TN": 100129795, + "TP": 308623, + "n_pred": 376524, + "n_ref": 515104 + }, + "10": { + "Dice": 0.34185259725738854, + "FN": 14776, + "FP": 76461, + "IoU": 0.20616538474924304, + "TN": 100597868, + "TP": 23695, + "n_pred": 100156, + "n_ref": 38471 + }, + "11": { + "Dice": 0.24145035022661723, + "FN": 2895, + "FP": 787, + "IoU": 0.1373008434864105, + "TN": 100708532, + "TP": 586, + "n_pred": 1373, + "n_ref": 3481 + }, + "12": { + "Dice": 0.39850152189182864, + "FN": 4171, + "FP": 967, + "IoU": 0.24883040935672515, + "TN": 100705960, + "TP": 1702, + "n_pred": 2669, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0014307750776866156, + "FN": 39123, + "FP": 5544, + "IoU": 0.0007158996845567015, + "TN": 100668101, + "TP": 32, + "n_pred": 5576, + "n_ref": 39155 + }, + "14": { + "Dice": 0.24128786249802892, + "FN": 128647, + "FP": 30134, + "IoU": 0.13719576805829517, + "TN": 100528771, + "TP": 25248, + "n_pred": 55382, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8648138989928869, + "FN": 1710, + "FP": 27539, + "IoU": 0.7618256585643907, + "TN": 100589995, + "TP": 93556, + "n_pred": 121095, + "n_ref": 95266 + }, + "2": { + "Dice": 0.10921073504174898, + "FN": 218010, + "FP": 29070, + "IoU": 0.057759337365478634, + "TN": 100450574, + "TP": 15146, + "n_pred": 44216, + "n_ref": 233156 + }, + "3": { + "Dice": 0.5537802197802197, + "FN": 47566, + "FP": 236676, + "IoU": 0.38291567253772624, + "TN": 100252179, + "TP": 176379, + "n_pred": 413055, + "n_ref": 223945 + }, + "4": { + "Dice": 0.3492176685263644, + "FN": 41002, + "FP": 21054, + "IoU": 0.21154676898838717, + "TN": 100634094, + "TP": 16650, + "n_pred": 37704, + "n_ref": 57652 + }, + "5": { + "Dice": 0.32757291241438746, + "FN": 12862, + "FP": 1963, + "IoU": 0.19586678238229552, + "TN": 100694364, + "TP": 3611, + "n_pred": 5574, + "n_ref": 16473 + }, + "6": { + "Dice": 0.5655784186758195, + "FN": 1025377, + "FP": 591796, + "IoU": 0.39429023241110744, + "TN": 98042919, + "TP": 1052708, + "n_pred": 1644504, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.5791521858423266, + "FN": 45649, + "FP": 138413, + "IoU": 0.40761028737315386, + "TN": 100402089, + "TP": 126649, + "n_pred": 265062, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9014980541289783, + "FN": 4540, + "FP": 17632, + "IoU": 0.8206613174582632, + "TN": 100589168, + "TP": 101460, + "n_pred": 119092, + "n_ref": 106000 + }, + "9": { + "Dice": 0.686382694560303, + "FN": 39156, + "FP": 18140, + "IoU": 0.5225134380599191, + "TN": 100592805, + "TP": 62699, + "n_pred": 80839, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.959641084140023, + "FN": 2542, + "FP": 3791, + "IoU": 0.9224134762633996, + "TN": 78869075, + "TP": 75292, + "n_pred": 79083, + "n_ref": 77834 + }, + "10": { + "Dice": 0.6068039469286327, + "FN": 18066, + "FP": 8991, + "IoU": 0.4355481381036821, + "TN": 78902765, + "TP": 20878, + "n_pred": 29869, + "n_ref": 38944 + }, + "11": { + "Dice": 0.3739104298166516, + "FN": 746, + "FP": 1337, + "IoU": 0.2299445471349353, + "TN": 78947995, + "TP": 622, + "n_pred": 1959, + "n_ref": 1368 + }, + "12": { + "Dice": 0.17063633131887665, + "FN": 2320, + "FP": 13, + "IoU": 0.09327633113097551, + "TN": 78948127, + "TP": 240, + "n_pred": 253, + "n_ref": 2560 + }, + "13": { + "Dice": 0.3178658651136577, + "FN": 47561, + "FP": 3273, + "IoU": 0.18896582532946168, + "TN": 78888022, + "TP": 11844, + "n_pred": 15117, + "n_ref": 59405 + }, + "14": { + "Dice": 0.32443599400343703, + "FN": 18396, + "FP": 18556, + "IoU": 0.1936279323513366, + "TN": 78904875, + "TP": 8873, + "n_pred": 27429, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8826545808747173, + "FN": 4296, + "FP": 10281, + "IoU": 0.789956772334294, + "TN": 78881300, + "TP": 54823, + "n_pred": 65104, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8741040290457117, + "FN": 20793, + "FP": 2058, + "IoU": 0.7763630491588291, + "TN": 78848521, + "TP": 79328, + "n_pred": 81386, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9259664871674109, + "FN": 3085, + "FP": 9962, + "IoU": 0.8621392871860438, + "TN": 78856061, + "TP": 81592, + "n_pred": 91554, + "n_ref": 84677 + }, + "4": { + "Dice": 0.887180228356699, + "FN": 1782, + "FP": 2121, + "IoU": 0.7972362200633799, + "TN": 78931451, + "TP": 15346, + "n_pred": 17467, + "n_ref": 17128 + }, + "5": { + "Dice": 0.3975293641150263, + "FN": 24983, + "FP": 4767, + "IoU": 0.2480727916087451, + "TN": 78911135, + "TP": 9815, + "n_pred": 14582, + "n_ref": 34798 + }, + "6": { + "Dice": 0.8900006174497029, + "FN": 87280, + "FP": 65930, + "IoU": 0.80180280407442, + "TN": 78177682, + "TP": 619808, + "n_pred": 685738, + "n_ref": 707088 + }, + "7": { + "Dice": 0.23496711179405486, + "FN": 621109, + "FP": 30100, + "IoU": 0.133123361816156, + "TN": 78199487, + "TP": 100004, + "n_pred": 130104, + "n_ref": 721113 + }, + "8": { + "Dice": 0.7726776438410552, + "FN": 120925, + "FP": 2747, + "IoU": 0.6295637327582334, + "TN": 78616845, + "TP": 210183, + "n_pred": 212930, + "n_ref": 331108 + }, + "9": { + "Dice": 0.6691700224883635, + "FN": 25060, + "FP": 6569, + "IoU": 0.5028215728500244, + "TN": 78887083, + "TP": 31988, + "n_pred": 38557, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9012297128589264, + "FN": 3824, + "FP": 27822, + "IoU": 0.8202166762298109, + "TN": 104828417, + "TP": 144377, + "n_pred": 172199, + "n_ref": 148201 + }, + "10": { + "Dice": 0.7494712214489123, + "FN": 23807, + "FP": 18597, + "IoU": 0.5993234496508585, + "TN": 104898609, + "TP": 63427, + "n_pred": 82024, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8319205618793897, + "FN": 896, + "FP": 492, + "IoU": 0.7122123159859008, + "TN": 104999617, + "TP": 3435, + "n_pred": 3927, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7264671130366286, + "FN": 1144, + "FP": 1634, + "IoU": 0.5704345136848616, + "TN": 104997973, + "TP": 3689, + "n_pred": 5323, + "n_ref": 4833 + }, + "13": { + "Dice": 0.7881039910766733, + "FN": 18114, + "FP": 13991, + "IoU": 0.6503066148198978, + "TN": 104912631, + "TP": 59704, + "n_pred": 73695, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9406754333532577, + "FN": 837, + "FP": 7897, + "IoU": 0.8879954859641699, + "TN": 104926461, + "TP": 69245, + "n_pred": 77142, + "n_ref": 70082 + }, + "15": { + "Dice": 0.6296950317376987, + "FN": 4569, + "FP": 18708, + "IoU": 0.4595291167456116, + "TN": 104961372, + "TP": 19791, + "n_pred": 38499, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8526684607012648, + "FN": 20720, + "FP": 31127, + "IoU": 0.7431752998112712, + "TN": 104802563, + "TP": 150030, + "n_pred": 181157, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8232013693335541, + "FN": 34271, + "FP": 16961, + "IoU": 0.6995261108243794, + "TN": 104833936, + "TP": 119272, + "n_pred": 136233, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2836, + "IoU": 0.0, + "TN": 105001604, + "TP": 0, + "n_pred": 2836, + "n_ref": 0 + }, + "5": { + "Dice": 0.6540679051889814, + "FN": 10681, + "FP": 9839, + "IoU": 0.4859590671108996, + "TN": 104964521, + "TP": 19399, + "n_pred": 29238, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9223188213305793, + "FN": 27585, + "FP": 175948, + "IoU": 0.8558364380728422, + "TN": 103592620, + "TP": 1208287, + "n_pred": 1384235, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8008408337506402, + "FN": 19794, + "FP": 84803, + "IoU": 0.6678353101827593, + "TN": 104689545, + "TP": 210298, + "n_pred": 295101, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9163839186035821, + "FN": 52207, + "FP": 5090, + "IoU": 0.8456721290280875, + "TN": 104633172, + "TP": 313971, + "n_pred": 319061, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9093261734545337, + "FN": 9224, + "FP": 7594, + "IoU": 0.8337287934511804, + "TN": 104903292, + "TP": 84330, + "n_pred": 91924, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8494283616530313, + "FN": 94182, + "FP": 20662, + "IoU": 0.7382663828507094, + "TN": 177237506, + "TP": 323938, + "n_pred": 344600, + "n_ref": 418120 + }, + "10": { + "Dice": 0.37390230251095286, + "FN": 52588, + "FP": 12292, + "IoU": 0.229938399819591, + "TN": 177592035, + "TP": 19373, + "n_pred": 31665, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7652582159624414, + "FN": 1320, + "FP": 780, + "IoU": 0.6197718631178707, + "TN": 177670765, + "TP": 3423, + "n_pred": 4203, + "n_ref": 4743 + }, + "12": { + "Dice": 0.6833283147646291, + "FN": 1794, + "FP": 1361, + "IoU": 0.5189815520658637, + "TN": 177669729, + "TP": 3404, + "n_pred": 4765, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8200156193451303, + "FN": 12508, + "FP": 15839, + "IoU": 0.6949376896752115, + "TN": 177583366, + "TP": 64575, + "n_pred": 80414, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9373202476835466, + "FN": 2753, + "FP": 7076, + "IoU": 0.8820345411120846, + "TN": 177592967, + "TP": 73492, + "n_pred": 80568, + "n_ref": 76245 + }, + "15": { + "Dice": 0.3864661505060819, + "FN": 3677, + "FP": 58212, + "IoU": 0.2395153659945196, + "TN": 177594907, + "TP": 19492, + "n_pred": 77704, + "n_ref": 23169 + }, + "2": { + "Dice": 0.7425252783216518, + "FN": 18111, + "FP": 117994, + "IoU": 0.5904892285473583, + "TN": 177343928, + "TP": 196255, + "n_pred": 314249, + "n_ref": 214366 + }, + "3": { + "Dice": 0.5394675882233837, + "FN": 128447, + "FP": 5748, + "IoU": 0.3693636538795919, + "TN": 177463495, + "TP": 78598, + "n_pred": 84346, + "n_ref": 207045 + }, + "4": { + "Dice": 0.7683962931067724, + "FN": 4542, + "FP": 13477, + "IoU": 0.6238989772490086, + "TN": 177628378, + "TP": 29891, + "n_pred": 43368, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6982678031344515, + "FN": 12134, + "FP": 4327, + "IoU": 0.5364143291652586, + "TN": 177640780, + "TP": 19047, + "n_pred": 23374, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8402411826994642, + "FN": 216581, + "FP": 387658, + "IoU": 0.7244964816522943, + "TN": 175483071, + "TP": 1588978, + "n_pred": 1976636, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.6917802724850859, + "FN": 40481, + "FP": 251535, + "IoU": 0.5287951694469456, + "TN": 177056566, + "TP": 327706, + "n_pred": 579241, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8275797396508113, + "FN": 31767, + "FP": 38102, + "IoU": 0.7058729430386408, + "TN": 177438741, + "TP": 167678, + "n_pred": 205780, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9257515529827849, + "FN": 12723, + "FP": 6927, + "IoU": 0.8617667128616753, + "TN": 177534137, + "TP": 122501, + "n_pred": 129428, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.945138570899021, + "FN": 13682, + "FP": 6446, + "IoU": 0.8959836285838312, + "TN": 193812027, + "TP": 173380, + "n_pred": 179826, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8872347746301181, + "FN": 9688, + "FP": 9976, + "IoU": 0.7973243181958731, + "TN": 193908513, + "TP": 77358, + "n_pred": 87334, + "n_ref": 87046 + }, + "11": { + "Dice": 0.7268328991440268, + "FN": 1159, + "FP": 309, + "IoU": 0.5708857059339374, + "TN": 194002114, + "TP": 1953, + "n_pred": 2262, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7808162704411158, + "FN": 1109, + "FP": 486, + "IoU": 0.6404418394950406, + "TN": 194001099, + "TP": 2841, + "n_pred": 3327, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7543434376190746, + "FN": 20354, + "FP": 9947, + "IoU": 0.6055789857336249, + "TN": 193928711, + "TP": 46523, + "n_pred": 56470, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8822358171066957, + "FN": 2571, + "FP": 17006, + "IoU": 0.7892861755715331, + "TN": 193912627, + "TP": 73331, + "n_pred": 90337, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7465893262607567, + "FN": 1402, + "FP": 11879, + "IoU": 0.5956462170802252, + "TN": 193972690, + "TP": 19564, + "n_pred": 31443, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9553191803472304, + "FN": 9480, + "FP": 2626, + "IoU": 0.9144603426956368, + "TN": 193864010, + "TP": 129419, + "n_pred": 132045, + "n_ref": 138899 + }, + "3": { + "Dice": 0.942987457240593, + "FN": 8851, + "FP": 6349, + "IoU": 0.8921251348435815, + "TN": 193864631, + "TP": 125704, + "n_pred": 132053, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9179603018215023, + "FN": 1929, + "FP": 1485, + "IoU": 0.8483610198098961, + "TN": 193983021, + "TP": 19100, + "n_pred": 20585, + "n_ref": 21029 + }, + "5": { + "Dice": 0.6195392833766179, + "FN": 12599, + "FP": 5420, + "IoU": 0.4487916794126644, + "TN": 193972845, + "TP": 14671, + "n_pred": 20091, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9373739434142524, + "FN": 34141, + "FP": 146387, + "IoU": 0.8821296425066647, + "TN": 192473954, + "TP": 1351053, + "n_pred": 1497440, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9016140478810332, + "FN": 45016, + "FP": 15428, + "IoU": 0.8208535862477772, + "TN": 193668135, + "TP": 276956, + "n_pred": 292384, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9087085716217987, + "FN": 26417, + "FP": 16779, + "IoU": 0.8326910190912576, + "TN": 193747354, + "TP": 214985, + "n_pred": 231764, + "n_ref": 241402 + }, + "9": { + "Dice": 0.9030003846647006, + "FN": 13907, + "FP": 4249, + "IoU": 0.823154695809713, + "TN": 193902869, + "TP": 84510, + "n_pred": 88759, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9185560933491628, + "FN": 3812, + "FP": 15808, + "IoU": 0.8493793230514122, + "TN": 99525539, + "TP": 110641, + "n_pred": 126449, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8447531250229916, + "FN": 14276, + "FP": 6825, + "IoU": 0.7312316902305439, + "TN": 99577290, + "TP": 57409, + "n_pred": 64234, + "n_ref": 71685 + }, + "11": { + "Dice": 0.6874458874458874, + "FN": 1657, + "FP": 148, + "IoU": 0.5237467018469657, + "TN": 99652010, + "TP": 1985, + "n_pred": 2133, + "n_ref": 3642 + }, + "12": { + "Dice": 0.44597800301919344, + "FN": 2534, + "FP": 35, + "IoU": 0.28698306966416876, + "TN": 99652197, + "TP": 1034, + "n_pred": 1069, + "n_ref": 3568 + }, + "13": { + "Dice": 0.6761412187991904, + "FN": 15363, + "FP": 13441, + "IoU": 0.510735154232912, + "TN": 99596928, + "TP": 30068, + "n_pred": 43509, + "n_ref": 45431 + }, + "14": { + "Dice": 0.19669731837658275, + "FN": 43926, + "FP": 39501, + "IoU": 0.10907615254001986, + "TN": 99562159, + "TP": 10214, + "n_pred": 49715, + "n_ref": 54140 + }, + "15": { + "Dice": 0.7255999485298849, + "FN": 15391, + "FP": 1669, + "IoU": 0.5693659127625202, + "TN": 99616184, + "TP": 22556, + "n_pred": 24225, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9516151821826595, + "FN": 6993, + "FP": 3965, + "IoU": 0.9076964545936976, + "TN": 99537083, + "TP": 107759, + "n_pred": 111724, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9538186442024954, + "FN": 3790, + "FP": 7832, + "IoU": 0.9117144354722313, + "TN": 99524159, + "TP": 120019, + "n_pred": 127851, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8831103957373592, + "FN": 2995, + "FP": 1217, + "IoU": 0.7906872732693933, + "TN": 99635677, + "TP": 15911, + "n_pred": 17128, + "n_ref": 18906 + }, + "5": { + "Dice": 0.7945188258218618, + "FN": 646, + "FP": 2623, + "IoU": 0.6590885389508813, + "TN": 99646211, + "TP": 6320, + "n_pred": 8943, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9641784838148835, + "FN": 53370, + "FP": 43281, + "IoU": 0.9308345779163855, + "TN": 98258411, + "TP": 1300738, + "n_pred": 1344019, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.891616138754214, + "FN": 17276, + "FP": 19118, + "IoU": 0.8044290159115701, + "TN": 99469709, + "TP": 149697, + "n_pred": 168815, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9596039936567846, + "FN": 3800, + "FP": 4377, + "IoU": 0.9223449415474031, + "TN": 99550501, + "TP": 97122, + "n_pred": 101499, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9259219030033129, + "FN": 10289, + "FP": 3351, + "IoU": 0.8620619912019012, + "TN": 99556915, + "TP": 85245, + "n_pred": 88596, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8854667470443754, + "FN": 91458, + "FP": 498, + "IoU": 0.7944731525023692, + "TN": 62636104, + "TP": 355460, + "n_pred": 355958, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8391627710852133, + "FN": 13132, + "FP": 8991, + "IoU": 0.7228944335888572, + "TN": 63003684, + "TP": 57713, + "n_pred": 66704, + "n_ref": 70845 + }, + "11": { + "Dice": 0.732992406632574, + "FN": 1180, + "FP": 543, + "IoU": 0.5785225048923679, + "TN": 63079432, + "TP": 2365, + "n_pred": 2908, + "n_ref": 3545 + }, + "12": { + "Dice": 0.6655433866891323, + "FN": 1527, + "FP": 458, + "IoU": 0.49873737373737376, + "TN": 63079560, + "TP": 1975, + "n_pred": 2433, + "n_ref": 3502 + }, + "13": { + "Dice": 0.5795006570302234, + "FN": 19636, + "FP": 18124, + "IoU": 0.40795559666975023, + "TN": 63019741, + "TP": 26019, + "n_pred": 44143, + "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": 0.9383250245414124, + "FN": 2100, + "FP": 13921, + "IoU": 0.8838157121826343, + "TN": 62945627, + "TP": 121872, + "n_pred": 135793, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9368711176930355, + "FN": 13717, + "FP": 1629, + "IoU": 0.881239455803371, + "TN": 62954302, + "TP": 113872, + "n_pred": 115501, + "n_ref": 127589 + }, + "4": { + "Dice": 0.3845350052246604, + "FN": 12325, + "FP": 5934, + "IoU": 0.23803363518758086, + "TN": 63059557, + "TP": 5704, + "n_pred": 11638, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5641237397198995, + "FN": 8757, + "FP": 3910, + "IoU": 0.39287768404907975, + "TN": 63062656, + "TP": 8197, + "n_pred": 12107, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9003275969623507, + "FN": 165573, + "FP": 47891, + "IoU": 0.8187234620741194, + "TN": 61905960, + "TP": 964096, + "n_pred": 1011987, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.6793113460520248, + "FN": 37338, + "FP": 75318, + "IoU": 0.5143614613643711, + "TN": 62851545, + "TP": 119319, + "n_pred": 194637, + "n_ref": 156657 + }, + "8": { + "Dice": 0.92529743942435, + "FN": 13071, + "FP": 2896, + "IoU": 0.8609800268166542, + "TN": 62968666, + "TP": 98887, + "n_pred": 101783, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8810646423688057, + "FN": 5516, + "FP": 4574, + "IoU": 0.7874133535596148, + "TN": 63036057, + "TP": 37373, + "n_pred": 41947, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9680224678738795, + "FN": 16067, + "FP": 3517, + "IoU": 0.9380266892821995, + "TN": 109292811, + "TP": 296423, + "n_pred": 299940, + "n_ref": 312490 + }, + "10": { + "Dice": 0.573895433021563, + "FN": 29269, + "FP": 57837, + "IoU": 0.4024217061708915, + "TN": 109463053, + "TP": 58659, + "n_pred": 116496, + "n_ref": 87928 + }, + "11": { + "Dice": 0.6878980891719745, + "FN": 1928, + "FP": 375, + "IoU": 0.5242718446601942, + "TN": 109603977, + "TP": 2538, + "n_pred": 2913, + "n_ref": 4466 + }, + "12": { + "Dice": 0.6488305030438962, + "FN": 2056, + "FP": 136, + "IoU": 0.48019919373962533, + "TN": 109604601, + "TP": 2025, + "n_pred": 2161, + "n_ref": 4081 + }, + "13": { + "Dice": 0.47075577255619977, + "FN": 50697, + "FP": 16942, + "IoU": 0.3078355727018757, + "TN": 109511097, + "TP": 30082, + "n_pred": 47024, + "n_ref": 80779 + }, + "14": { + "Dice": 0.6022475636760933, + "FN": 35179, + "FP": 46369, + "IoU": 0.43086854869665353, + "TN": 109465533, + "TP": 61737, + "n_pred": 108106, + "n_ref": 96916 + }, + "15": { + "Dice": 0.9125868147812707, + "FN": 4795, + "FP": 14122, + "IoU": 0.8392272847029227, + "TN": 109491155, + "TP": 98746, + "n_pred": 112868, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7831300230024689, + "FN": 74815, + "FP": 2307, + "IoU": 0.6435609701989203, + "TN": 109392450, + "TP": 139246, + "n_pred": 141553, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8576824104054139, + "FN": 13376, + "FP": 63720, + "IoU": 0.7508265811697861, + "TN": 109299411, + "TP": 232311, + "n_pred": 296031, + "n_ref": 245687 + }, + "4": { + "Dice": 0.5109699687380646, + "FN": 32229, + "FP": 2342, + "IoU": 0.343156254749962, + "TN": 109556186, + "TP": 18061, + "n_pred": 20403, + "n_ref": 50290 + }, + "5": { + "Dice": 0.6214542666745297, + "FN": 5283, + "FP": 1136, + "IoU": 0.4508042436687201, + "TN": 109597130, + "TP": 5269, + "n_pred": 6405, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7886808444179719, + "FN": 43542, + "FP": 603225, + "IoU": 0.6510925223823592, + "TN": 107755126, + "TP": 1206925, + "n_pred": 1810150, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.57368678102791, + "FN": 684652, + "FP": 78250, + "IoU": 0.40221654921024463, + "TN": 108332600, + "TP": 513316, + "n_pred": 591566, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8826936670751987, + "FN": 2632, + "FP": 20435, + "IoU": 0.7900193895478503, + "TN": 109498965, + "TP": 86786, + "n_pred": 107221, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7443703119146121, + "FN": 8510, + "FP": 23559, + "IoU": 0.5928263077704419, + "TN": 109530058, + "TP": 46691, + "n_pred": 70250, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8981965128803155, + "FN": 3320, + "FP": 9251, + "IoU": 0.8152057271377541, + "TN": 66999325, + "TP": 55456, + "n_pred": 64707, + "n_ref": 58776 + }, + "10": { + "Dice": 0.6559996594126287, + "FN": 32570, + "FP": 15911, + "IoU": 0.4880948609923237, + "TN": 66972645, + "TP": 46226, + "n_pred": 62137, + "n_ref": 78796 + }, + "11": { + "Dice": 0.35672100165367354, + "FN": 2371, + "FP": 352, + "IoU": 0.21707878090856814, + "TN": 67063874, + "TP": 755, + "n_pred": 1107, + "n_ref": 3126 + }, + "12": { + "Dice": 0.4856844305120167, + "FN": 2149, + "FP": 312, + "IoU": 0.32072867789125037, + "TN": 67063729, + "TP": 1162, + "n_pred": 1474, + "n_ref": 3311 + }, + "13": { + "Dice": 0.3229532710280374, + "FN": 29572, + "FP": 6650, + "IoU": 0.19257261318294286, + "TN": 67022491, + "TP": 8639, + "n_pred": 15289, + "n_ref": 38211 + }, + "14": { + "Dice": 0.592823712948518, + "FN": 41276, + "FP": 5704, + "IoU": 0.4212860310421286, + "TN": 66986172, + "TP": 34200, + "n_pred": 39904, + "n_ref": 75476 + }, + "15": { + "Dice": 0.16993869791262511, + "FN": 23697, + "FP": 51182, + "IoU": 0.092859565807327, + "TN": 66984808, + "TP": 7665, + "n_pred": 58847, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9526506213622778, + "FN": 9778, + "FP": 3767, + "IoU": 0.9095824571943527, + "TN": 66917547, + "TP": 136260, + "n_pred": 140027, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9552306686500981, + "FN": 9146, + "FP": 5029, + "IoU": 0.9142981517421508, + "TN": 66901953, + "TP": 151224, + "n_pred": 156253, + "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": 0.7197911868570551, + "FN": 1889, + "FP": 3586, + "IoU": 0.5622451427200768, + "TN": 67054845, + "TP": 7032, + "n_pred": 10618, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9365643948871465, + "FN": 82309, + "FP": 52824, + "IoU": 0.8806968568517665, + "TN": 65934666, + "TP": 997553, + "n_pred": 1050377, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.546288537929989, + "FN": 218282, + "FP": 3185, + "IoU": 0.37578883580659256, + "TN": 66712557, + "TP": 133328, + "n_pred": 136513, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8999714348125619, + "FN": 5374, + "FP": 12485, + "IoU": 0.8181346042220389, + "TN": 66969153, + "TP": 80340, + "n_pred": 92825, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8932042842107435, + "FN": 12421, + "FP": 3104, + "IoU": 0.8070181980906921, + "TN": 66986904, + "TP": 64923, + "n_pred": 68027, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7508833682150526, + "FN": 69714, + "FP": 3608, + "IoU": 0.6011315109479124, + "TN": 74335455, + "TP": 110503, + "n_pred": 114111, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7042690951202821, + "FN": 16012, + "FP": 17696, + "IoU": 0.5435303676619947, + "TN": 74445435, + "TP": 40137, + "n_pred": 57833, + "n_ref": 56149 + }, + "11": { + "Dice": 0.45265524023602133, + "FN": 1776, + "FP": 2120, + "IoU": 0.2925367713818776, + "TN": 74513773, + "TP": 1611, + "n_pred": 3731, + "n_ref": 3387 + }, + "12": { + "Dice": 0.6112469437652812, + "FN": 1201, + "FP": 71, + "IoU": 0.44014084507042256, + "TN": 74517008, + "TP": 1000, + "n_pred": 1071, + "n_ref": 2201 + }, + "13": { + "Dice": 0.43425217380758924, + "FN": 24986, + "FP": 21665, + "IoU": 0.277344899697932, + "TN": 74454725, + "TP": 17904, + "n_pred": 39569, + "n_ref": 42890 + }, + "14": { + "Dice": 0.7338311453691437, + "FN": 7553, + "FP": 10127, + "IoU": 0.5795681537144488, + "TN": 74477228, + "TP": 24372, + "n_pred": 34499, + "n_ref": 31925 + }, + "15": { + "Dice": 0.6841529456813085, + "FN": 5345, + "FP": 17751, + "IoU": 0.5199334857617959, + "TN": 74471170, + "TP": 25014, + "n_pred": 42765, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9458877834263794, + "FN": 4432, + "FP": 11183, + "IoU": 0.8973312030297651, + "TN": 74367189, + "TP": 136476, + "n_pred": 147659, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9320675529723892, + "FN": 11953, + "FP": 8992, + "IoU": 0.8727776326738867, + "TN": 74354647, + "TP": 143688, + "n_pred": 152680, + "n_ref": 155641 + }, + "4": { + "Dice": 0.16667732651103295, + "FN": 11975, + "FP": 1054, + "IoU": 0.09091543399385989, + "TN": 74504948, + "TP": 1303, + "n_pred": 2357, + "n_ref": 13278 + }, + "5": { + "Dice": 0.5837187789084182, + "FN": 4475, + "FP": 3625, + "IoU": 0.4121489222730242, + "TN": 74505501, + "TP": 5679, + "n_pred": 9304, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9377381118602146, + "FN": 101537, + "FP": 98235, + "IoU": 0.8827748809687274, + "TN": 72815106, + "TP": 1504402, + "n_pred": 1602637, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.2943338584180629, + "FN": 133278, + "FP": 29335, + "IoU": 0.17256240904511363, + "TN": 74322754, + "TP": 33913, + "n_pred": 63248, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9584055193560751, + "FN": 1867, + "FP": 3559, + "IoU": 0.9201330624981601, + "TN": 74451342, + "TP": 62512, + "n_pred": 66071, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9268227573549859, + "FN": 9532, + "FP": 3626, + "IoU": 0.8636250570042702, + "TN": 74422796, + "TP": 83326, + "n_pred": 86952, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.901839378412319, + "FN": 14339, + "FP": 44129, + "IoU": 0.8212272054596822, + "TN": 65724128, + "TP": 268584, + "n_pred": 312713, + "n_ref": 282923 + }, + "10": { + "Dice": 0.47208938110020415, + "FN": 49772, + "FP": 25734, + "IoU": 0.3089770928093569, + "TN": 65941913, + "TP": 33761, + "n_pred": 59495, + "n_ref": 83533 + }, + "11": { + "Dice": 0.6203346203346203, + "FN": 1709, + "FP": 651, + "IoU": 0.4496268656716418, + "TN": 66046892, + "TP": 1928, + "n_pred": 2579, + "n_ref": 3637 + }, + "12": { + "Dice": 0.5581395348837209, + "FN": 1646, + "FP": 539, + "IoU": 0.3870967741935484, + "TN": 66047615, + "TP": 1380, + "n_pred": 1919, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7232289257935673, + "FN": 13222, + "FP": 13110, + "IoU": 0.5664515279241307, + "TN": 65990444, + "TP": 34404, + "n_pred": 47514, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8577637033795861, + "FN": 839, + "FP": 18340, + "IoU": 0.7509511875235362, + "TN": 65974171, + "TP": 57830, + "n_pred": 76170, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8044556049191939, + "FN": 5855, + "FP": 3256, + "IoU": 0.6728780697975011, + "TN": 66023328, + "TP": 18741, + "n_pred": 21997, + "n_ref": 24596 + }, + "2": { + "Dice": 0.8640679351808288, + "FN": 31920, + "FP": 3328, + "IoU": 0.7606686719582827, + "TN": 65903903, + "TP": 112029, + "n_pred": 115357, + "n_ref": 143949 + }, + "3": { + "Dice": 0.8852773834941613, + "FN": 8389, + "FP": 30083, + "IoU": 0.7941683163019635, + "TN": 65864270, + "TP": 148438, + "n_pred": 178521, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8969814792313968, + "FN": 3690, + "FP": 2245, + "IoU": 0.8132061813489441, + "TN": 66019407, + "TP": 25838, + "n_pred": 28083, + "n_ref": 29528 + }, + "5": { + "Dice": 0.9101663212173298, + "FN": 977, + "FP": 800, + "IoU": 0.8351424065312181, + "TN": 66040401, + "TP": 9002, + "n_pred": 9802, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9292523657708672, + "FN": 41646, + "FP": 107855, + "IoU": 0.8678537650376106, + "TN": 64919850, + "TP": 981829, + "n_pred": 1089684, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.578463348241024, + "FN": 573304, + "FP": 14375, + "IoU": 0.4069281981053722, + "TN": 65060273, + "TP": 403228, + "n_pred": 417603, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9433992085250725, + "FN": 3702, + "FP": 5609, + "IoU": 0.8928624851853131, + "TN": 65964273, + "TP": 77596, + "n_pred": 83205, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8674746793742243, + "FN": 13471, + "FP": 3827, + "IoU": 0.765964931269618, + "TN": 65977268, + "TP": 56614, + "n_pred": 60441, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9763572765307023, + "FN": 4174, + "FP": 3065, + "IoU": 0.9538066887455252, + "TN": 113315829, + "TP": 149472, + "n_pred": 152537, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8315071277182592, + "FN": 8967, + "FP": 20050, + "IoU": 0.7116065039357558, + "TN": 113371924, + "TP": 71599, + "n_pred": 91649, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6990791896869245, + "FN": 1332, + "FP": 302, + "IoU": 0.5373725934314836, + "TN": 113469008, + "TP": 1898, + "n_pred": 2200, + "n_ref": 3230 + }, + "12": { + "Dice": 0.81455525606469, + "FN": 1061, + "FP": 315, + "IoU": 0.6871305138699408, + "TN": 113468142, + "TP": 3022, + "n_pred": 3337, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6234497329027686, + "FN": 30251, + "FP": 26070, + "IoU": 0.4529073494841956, + "TN": 113369594, + "TP": 46625, + "n_pred": 72695, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9178721056181153, + "FN": 39033, + "FP": 1153, + "IoU": 0.8482103736383277, + "TN": 113207792, + "TP": 224562, + "n_pred": 225715, + "n_ref": 263595 + }, + "15": { + "Dice": 0.4213160821965927, + "FN": 7490, + "FP": 32048, + "IoU": 0.2668780478759897, + "TN": 113418609, + "TP": 14393, + "n_pred": 46441, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9588267306477689, + "FN": 6400, + "FP": 3965, + "IoU": 0.9209098608959734, + "TN": 113341487, + "TP": 120688, + "n_pred": 124653, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9583447185777763, + "FN": 6314, + "FP": 3595, + "IoU": 0.9200209855119255, + "TN": 113348645, + "TP": 113986, + "n_pred": 117581, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8278858209172814, + "FN": 2698, + "FP": 9108, + "IoU": 0.706318407960199, + "TN": 113432340, + "TP": 28394, + "n_pred": 37502, + "n_ref": 31092 + }, + "5": { + "Dice": 0.5088075880758808, + "FN": 19308, + "FP": 6792, + "IoU": 0.34120854157201275, + "TN": 113432922, + "TP": 13518, + "n_pred": 20310, + "n_ref": 32826 + }, + "6": { + "Dice": 0.958591654022769, + "FN": 46526, + "FP": 48257, + "IoU": 0.9204762548001776, + "TN": 112280657, + "TP": 1097100, + "n_pred": 1145357, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.7932164693038756, + "FN": 58902, + "FP": 24061, + "IoU": 0.6572980564677696, + "TN": 113230455, + "TP": 159122, + "n_pred": 183183, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9077171559582564, + "FN": 33046, + "FP": 3864, + "IoU": 0.8310275684633626, + "TN": 113254102, + "TP": 181528, + "n_pred": 185392, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8884040796695805, + "FN": 16651, + "FP": 5856, + "IoU": 0.7992149516035506, + "TN": 113360445, + "TP": 89588, + "n_pred": 95444, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8106913396697286, + "FN": 5046, + "FP": 51998, + "IoU": 0.6816492359894188, + "TN": 75017542, + "TP": 122142, + "n_pred": 174140, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8143343551449452, + "FN": 23282, + "FP": 11726, + "IoU": 0.6868161852193128, + "TN": 75084947, + "TP": 76773, + "n_pred": 88499, + "n_ref": 100055 + }, + "11": { + "Dice": 0.6994517361687989, + "FN": 1439, + "FP": 370, + "IoU": 0.5378129790495657, + "TN": 75192814, + "TP": 2105, + "n_pred": 2475, + "n_ref": 3544 + }, + "12": { + "Dice": 0.5604651162790698, + "FN": 1660, + "FP": 608, + "IoU": 0.3893376413570275, + "TN": 75193014, + "TP": 1446, + "n_pred": 2054, + "n_ref": 3106 + }, + "13": { + "Dice": 0.6036003320190911, + "FN": 20355, + "FP": 25491, + "IoU": 0.4322547089200134, + "TN": 75115977, + "TP": 34905, + "n_pred": 60396, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9376454217371794, + "FN": 8735, + "FP": 7800, + "IoU": 0.8826106094167092, + "TN": 75055872, + "TP": 124321, + "n_pred": 132121, + "n_ref": 133056 + }, + "15": { + "Dice": 0.6894028271160298, + "FN": 31796, + "FP": 6063, + "IoU": 0.5260219092331768, + "TN": 75116853, + "TP": 42016, + "n_pred": 48079, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9053417825842898, + "FN": 6802, + "FP": 22371, + "IoU": 0.8270542971135206, + "TN": 75028045, + "TP": 139510, + "n_pred": 161881, + "n_ref": 146312 + }, + "3": { + "Dice": 0.8844666045696126, + "FN": 26447, + "FP": 5182, + "IoU": 0.7928642998880135, + "TN": 75044031, + "TP": 121068, + "n_pred": 126250, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8496944701942905, + "FN": 2506, + "FP": 5439, + "IoU": 0.7386685086507466, + "TN": 75166326, + "TP": 22457, + "n_pred": 27896, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8187900355871887, + "FN": 1949, + "FP": 597, + "IoU": 0.6931790792962159, + "TN": 75188430, + "TP": 5752, + "n_pred": 6349, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8999353302566213, + "FN": 31938, + "FP": 240390, + "IoU": 0.8180749323278937, + "TN": 73699804, + "TP": 1224596, + "n_pred": 1464986, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.8974911413094389, + "FN": 12890, + "FP": 18845, + "IoU": 0.8140443808999233, + "TN": 75026069, + "TP": 138924, + "n_pred": 157769, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9129118388841271, + "FN": 10716, + "FP": 3407, + "IoU": 0.8397771878474349, + "TN": 75108582, + "TP": 74023, + "n_pred": 77430, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8080960213498213, + "FN": 16067, + "FP": 12984, + "IoU": 0.67798751898201, + "TN": 75106511, + "TP": 61166, + "n_pred": 74150, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9686025650321974, + "FN": 8801, + "FP": 4622, + "IoU": 0.9391167092270639, + "TN": 86707401, + "TP": 207048, + "n_pred": 211670, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6937126524803878, + "FN": 11305, + "FP": 39490, + "IoU": 0.5310567034103288, + "TN": 86819554, + "TP": 57523, + "n_pred": 97013, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6780035335689046, + "FN": 1055, + "FP": 403, + "IoU": 0.5128633478115603, + "TN": 86924879, + "TP": 1535, + "n_pred": 1938, + "n_ref": 2590 + }, + "12": { + "Dice": 0.5919614424649281, + "FN": 1476, + "FP": 3265, + "IoU": 0.4204156479217604, + "TN": 86919692, + "TP": 3439, + "n_pred": 6704, + "n_ref": 4915 + }, + "13": { + "Dice": 0.6382947612974501, + "FN": 16073, + "FP": 28454, + "IoU": 0.4687466443953946, + "TN": 86844057, + "TP": 39288, + "n_pred": 67742, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8669054836042988, + "FN": 15639, + "FP": 5130, + "IoU": 0.7650778210116731, + "TN": 86839464, + "TP": 67639, + "n_pred": 72769, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8559387129446472, + "FN": 36735, + "FP": 5651, + "IoU": 0.7481580948759388, + "TN": 86759568, + "TP": 125918, + "n_pred": 131569, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9006812386618798, + "FN": 17722, + "FP": 5765, + "IoU": 0.8193085302806499, + "TN": 86797888, + "TP": 106497, + "n_pred": 112262, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9192944014825262, + "FN": 12601, + "FP": 15097, + "IoU": 0.850642767783961, + "TN": 86742424, + "TP": 157750, + "n_pred": 172847, + "n_ref": 170351 + }, + "4": { + "Dice": 0.6702409674440771, + "FN": 5271, + "FP": 5800, + "IoU": 0.5040318967834423, + "TN": 86905550, + "TP": 11251, + "n_pred": 17051, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8193818415969092, + "FN": 383, + "FP": 1861, + "IoU": 0.6940278156531224, + "TN": 86920538, + "TP": 5090, + "n_pred": 6951, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8658041809668591, + "FN": 35822, + "FP": 317102, + "IoU": 0.7633639327862488, + "TN": 85436451, + "TP": 1138497, + "n_pred": 1455599, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.5597829420395426, + "FN": 617073, + "FP": 21700, + "IoU": 0.3886795666982803, + "TN": 85882965, + "TP": 406134, + "n_pred": 427834, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9304450837705196, + "FN": 2157, + "FP": 5652, + "IoU": 0.8699367088607595, + "TN": 86867832, + "TP": 52231, + "n_pred": 57883, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8347026262885888, + "FN": 5295, + "FP": 12712, + "IoU": 0.7163001008318629, + "TN": 86864400, + "TP": 45465, + "n_pred": 58177, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5824618350420414, + "FN": 12021, + "FP": 97574, + "IoU": 0.4108967570967066, + "TN": 37563563, + "TP": 76442, + "n_pred": 174016, + "n_ref": 88463 + }, + "10": { + "Dice": 0.627672340992933, + "FN": 31000, + "FP": 2508, + "IoU": 0.45737789869154033, + "TN": 37687848, + "TP": 28244, + "n_pred": 30752, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8249601275917066, + "FN": 519, + "FP": 359, + "IoU": 0.7020699015948422, + "TN": 37746653, + "TP": 2069, + "n_pred": 2428, + "n_ref": 2588 + }, + "12": { + "Dice": 0.28226652675760755, + "FN": 2379, + "FP": 357, + "IoU": 0.16432498472816126, + "TN": 37746326, + "TP": 538, + "n_pred": 895, + "n_ref": 2917 + }, + "13": { + "Dice": 0.6901207450703002, + "FN": 17079, + "FP": 7892, + "IoU": 0.5268582905432291, + "TN": 37696823, + "TP": 27806, + "n_pred": 35698, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3425791633332473, + "FN": 33901, + "FP": 220843, + "IoU": 0.20669413329098116, + "TN": 37428483, + "TP": 66373, + "n_pred": 287216, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 20791, + "IoU": 0.0, + "TN": 37728809, + "TP": 0, + "n_pred": 20791, + "n_ref": 0 + }, + "2": { + "Dice": 0.5282791817087846, + "FN": 53698, + "FP": 29406, + "IoU": 0.3589533932951758, + "TN": 37619962, + "TP": 46534, + "n_pred": 75940, + "n_ref": 100232 + }, + "3": { + "Dice": 0.5777603557694257, + "FN": 45956, + "FP": 16519, + "IoU": 0.4062327738599859, + "TN": 37644382, + "TP": 42743, + "n_pred": 59262, + "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": 0.7782419340503066, + "FN": 1293, + "FP": 3697, + "IoU": 0.6369853048159465, + "TN": 37735854, + "TP": 8756, + "n_pred": 12453, + "n_ref": 10049 + }, + "6": { + "Dice": 0.8663700667988171, + "FN": 165817, + "FP": 12086, + "IoU": 0.7642441694815977, + "TN": 36994993, + "TP": 576704, + "n_pred": 588790, + "n_ref": 742521 + }, + "7": { + "Dice": 0.8218270408254054, + "FN": 91275, + "FP": 18866, + "IoU": 0.6975436283999945, + "TN": 37385445, + "TP": 254014, + "n_pred": 272880, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9391650099403579, + "FN": 3683, + "FP": 5956, + "IoU": 0.8853073463268366, + "TN": 37665558, + "TP": 74403, + "n_pred": 80359, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8433670406796878, + "FN": 9109, + "FP": 7852, + "IoU": 0.7291570189866343, + "TN": 37686977, + "TP": 45662, + "n_pred": 53514, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.876970302052861, + "FN": 9611, + "FP": 43254, + "IoU": 0.7808968041147385, + "TN": 75665409, + "TP": 188414, + "n_pred": 231668, + "n_ref": 198025 + }, + "10": { + "Dice": 0.894496090998426, + "FN": 11252, + "FP": 13012, + "IoU": 0.8091297404875593, + "TN": 75779565, + "TP": 102859, + "n_pred": 115871, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6788524391720131, + "FN": 1538, + "FP": 1115, + "IoU": 0.5138354407183434, + "TN": 75901231, + "TP": 2804, + "n_pred": 3919, + "n_ref": 4342 + }, + "12": { + "Dice": 0.6830880784815526, + "FN": 1381, + "FP": 1591, + "IoU": 0.5187044534412956, + "TN": 75900513, + "TP": 3203, + "n_pred": 4794, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7600187159351013, + "FN": 11451, + "FP": 7526, + "IoU": 0.6129275705223652, + "TN": 75857661, + "TP": 30050, + "n_pred": 37576, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9118276473105893, + "FN": 9702, + "FP": 12341, + "IoU": 0.8379441409782313, + "TN": 75770667, + "TP": 113978, + "n_pred": 126319, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7792772415803167, + "FN": 58931, + "FP": 13770, + "IoU": 0.6383736488939957, + "TN": 75705649, + "TP": 128338, + "n_pred": 142108, + "n_ref": 187269 + }, + "2": { + "Dice": 0.8923138266942089, + "FN": 31587, + "FP": 7303, + "IoU": 0.8055655547556195, + "TN": 75706672, + "TP": 161126, + "n_pred": 168429, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9226209471686792, + "FN": 9829, + "FP": 30664, + "IoU": 0.8563568641362185, + "TN": 75624788, + "TP": 241407, + "n_pred": 272071, + "n_ref": 251236 + }, + "4": { + "Dice": 0.8880669900891813, + "FN": 2444, + "FP": 4547, + "IoU": 0.7986695081211842, + "TN": 75871964, + "TP": 27733, + "n_pred": 32280, + "n_ref": 30177 + }, + "5": { + "Dice": 0.865180355452729, + "FN": 1402, + "FP": 1162, + "IoU": 0.7623945880826615, + "TN": 75895897, + "TP": 8227, + "n_pred": 9389, + "n_ref": 9629 + }, + "6": { + "Dice": 0.963322697807861, + "FN": 65712, + "FP": 59264, + "IoU": 0.9292406574069251, + "TN": 74140476, + "TP": 1641236, + "n_pred": 1700500, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.7301852528153125, + "FN": 54800, + "FP": 106999, + "IoU": 0.5750328970695999, + "TN": 75525955, + "TP": 218934, + "n_pred": 325933, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9514703736332633, + "FN": 3726, + "FP": 5253, + "IoU": 0.9074329896907216, + "TN": 75809688, + "TP": 88021, + "n_pred": 93274, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8545974960284969, + "FN": 16688, + "FP": 4089, + "IoU": 0.7461110771674712, + "TN": 75824853, + "TP": 61058, + "n_pred": 65147, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9656786764938474, + "FN": 3464, + "FP": 3046, + "IoU": 0.9336350847146615, + "TN": 61289656, + "TP": 91584, + "n_pred": 94630, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8677238407639604, + "FN": 10994, + "FP": 9451, + "IoU": 0.7663535381239714, + "TN": 61300246, + "TP": 67059, + "n_pred": 76510, + "n_ref": 78053 + }, + "11": { + "Dice": 0.7432762836185819, + "FN": 758, + "FP": 1027, + "IoU": 0.5914396887159533, + "TN": 61383381, + "TP": 2584, + "n_pred": 3611, + "n_ref": 3342 + }, + "12": { + "Dice": 0.7989672977624784, + "FN": 1048, + "FP": 120, + "IoU": 0.6652335912869017, + "TN": 61384261, + "TP": 2321, + "n_pred": 2441, + "n_ref": 3369 + }, + "13": { + "Dice": 0.6052164205612219, + "FN": 15601, + "FP": 15519, + "IoU": 0.433914213992069, + "TN": 61332776, + "TP": 23854, + "n_pred": 39373, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8962794186326262, + "FN": 3128, + "FP": 11530, + "IoU": 0.8120528272855494, + "TN": 61309760, + "TP": 63332, + "n_pred": 74862, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8820964675614449, + "FN": 3988, + "FP": 6369, + "IoU": 0.7890631364562118, + "TN": 61338650, + "TP": 38743, + "n_pred": 45112, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9641819571865443, + "FN": 7049, + "FP": 2321, + "IoU": 0.9308410525150386, + "TN": 61252265, + "TP": 126115, + "n_pred": 128436, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9671880521509476, + "FN": 3613, + "FP": 5208, + "IoU": 0.9364609444780592, + "TN": 61248922, + "TP": 130007, + "n_pred": 135215, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7344474262015126, + "FN": 6934, + "FP": 1774, + "IoU": 0.5803373493975904, + "TN": 61367000, + "TP": 12042, + "n_pred": 13816, + "n_ref": 18976 + }, + "5": { + "Dice": 0.5747681829686385, + "FN": 15205, + "FP": 3276, + "IoU": 0.40328048819863743, + "TN": 61356779, + "TP": 12490, + "n_pred": 15766, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9639337147067656, + "FN": 39702, + "FP": 31761, + "IoU": 0.930378421139287, + "TN": 60361301, + "TP": 954986, + "n_pred": 986747, + "n_ref": 994688 + }, + "7": { + "Dice": 0.727115470406327, + "FN": 60338, + "FP": 29581, + "IoU": 0.5712344313261745, + "TN": 61178034, + "TP": 119797, + "n_pred": 149378, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9077689313924787, + "FN": 29511, + "FP": 14544, + "IoU": 0.8311143653419306, + "TN": 61126893, + "TP": 216802, + "n_pred": 231346, + "n_ref": 246313 + }, + "9": { + "Dice": 0.8978325383184308, + "FN": 9981, + "FP": 5890, + "IoU": 0.8146062821965494, + "TN": 61302143, + "TP": 69736, + "n_pred": 75626, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9720369330621829, + "FN": 4598, + "FP": 5811, + "IoU": 0.9455951914281981, + "TN": 39557475, + "TP": 180916, + "n_pred": 186727, + "n_ref": 185514 + }, + "10": { + "Dice": 0.6154657195971255, + "FN": 18559, + "FP": 23018, + "IoU": 0.44452905811623245, + "TN": 39673950, + "TP": 33273, + "n_pred": 56291, + "n_ref": 51832 + }, + "11": { + "Dice": 0.8015227548018689, + "FN": 715, + "FP": 432, + "IoU": 0.6687842910771008, + "TN": 39745337, + "TP": 2316, + "n_pred": 2748, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8397305342315525, + "FN": 780, + "FP": 243, + "IoU": 0.7237375101269241, + "TN": 39745097, + "TP": 2680, + "n_pred": 2923, + "n_ref": 3460 + }, + "13": { + "Dice": 0.7739929889542959, + "FN": 8705, + "FP": 11797, + "IoU": 0.6313120414328873, + "TN": 39693192, + "TP": 35106, + "n_pred": 46903, + "n_ref": 43811 + }, + "14": { + "Dice": 0.3380949546653969, + "FN": 16292, + "FP": 50432, + "IoU": 0.20343819017489406, + "TN": 39665035, + "TP": 17041, + "n_pred": 67473, + "n_ref": 33333 + }, + "15": { + "Dice": 0.788896880030138, + "FN": 5646, + "FP": 19010, + "IoU": 0.6513870429545005, + "TN": 39678074, + "TP": 46070, + "n_pred": 65080, + "n_ref": 51716 + }, + "2": { + "Dice": 0.7656727973435645, + "FN": 6589, + "FP": 61510, + "IoU": 0.6203159062651583, + "TN": 39569443, + "TP": 111258, + "n_pred": 172768, + "n_ref": 117847 + }, + "3": { + "Dice": 0.6714104045120519, + "FN": 65111, + "FP": 2587, + "IoU": 0.5053557598164574, + "TN": 39611938, + "TP": 69164, + "n_pred": 71751, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8452191149222218, + "FN": 4158, + "FP": 3026, + "IoU": 0.7319302959065637, + "TN": 39722001, + "TP": 19615, + "n_pred": 22641, + "n_ref": 23773 + }, + "5": { + "Dice": 0.793851961709586, + "FN": 636, + "FP": 2422, + "IoU": 0.6581712497205455, + "TN": 39739854, + "TP": 5888, + "n_pred": 8310, + "n_ref": 6524 + }, + "6": { + "Dice": 0.8804483242953536, + "FN": 29383, + "FP": 214646, + "IoU": 0.7864293747237696, + "TN": 38606185, + "TP": 898586, + "n_pred": 1113232, + "n_ref": 927969 + }, + "7": { + "Dice": 0.5038314870518691, + "FN": 481840, + "FP": 11028, + "IoU": 0.336747821312649, + "TN": 39005692, + "TP": 250240, + "n_pred": 261268, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9628603048944634, + "FN": 1248, + "FP": 2477, + "IoU": 0.9283805348868509, + "TN": 39696789, + "TP": 48286, + "n_pred": 50763, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8928302054217134, + "FN": 1382, + "FP": 8280, + "IoU": 0.8064076619447395, + "TN": 39698891, + "TP": 40247, + "n_pred": 48527, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8820970231876374, + "FN": 12104, + "FP": 10579, + "IoU": 0.7890640256660623, + "TN": 101289073, + "TP": 84852, + "n_pred": 95431, + "n_ref": 96956 + }, + "10": { + "Dice": 0.7287522343308539, + "FN": 31836, + "FP": 5798, + "IoU": 0.5732574357346154, + "TN": 101308419, + "TP": 50555, + "n_pred": 56353, + "n_ref": 82391 + }, + "11": { + "Dice": 0.6709258013898229, + "FN": 2536, + "FP": 400, + "IoU": 0.5048068814302581, + "TN": 101390679, + "TP": 2993, + "n_pred": 3393, + "n_ref": 5529 + }, + "12": { + "Dice": 0.6263885740194967, + "FN": 2462, + "FP": 834, + "IoU": 0.45601584419871266, + "TN": 101390549, + "TP": 2763, + "n_pred": 3597, + "n_ref": 5225 + }, + "13": { + "Dice": 0.8811494391751747, + "FN": 6188, + "FP": 5616, + "IoU": 0.7875488202156189, + "TN": 101341047, + "TP": 43757, + "n_pred": 49373, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9690493244673601, + "FN": 8478, + "FP": 2195, + "IoU": 0.9399570197349175, + "TN": 101218852, + "TP": 167083, + "n_pred": 169278, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8016477675407513, + "FN": 8776, + "FP": 180, + "IoU": 0.6689583795372218, + "TN": 101369554, + "TP": 18098, + "n_pred": 18278, + "n_ref": 26874 + }, + "2": { + "Dice": 0.7371334863328081, + "FN": 9580, + "FP": 113206, + "IoU": 0.5836986556815678, + "TN": 101101663, + "TP": 172159, + "n_pred": 285365, + "n_ref": 181739 + }, + "3": { + "Dice": 0.4360833539277904, + "FN": 120415, + "FP": 522, + "IoU": 0.27884053477083803, + "TN": 101228910, + "TP": 46761, + "n_pred": 47283, + "n_ref": 167176 + }, + "4": { + "Dice": 0.6702788844621514, + "FN": 1734, + "FP": 6542, + "IoU": 0.5040747842761265, + "TN": 101379920, + "TP": 8412, + "n_pred": 14954, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7703503275420108, + "FN": 11469, + "FP": 4657, + "IoU": 0.6264795126583744, + "TN": 101353435, + "TP": 27047, + "n_pred": 31704, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9263852257152062, + "FN": 49224, + "FP": 233877, + "IoU": 0.8628655714358374, + "TN": 99332203, + "TP": 1781304, + "n_pred": 2015181, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.7267993236131299, + "FN": 185509, + "FP": 21617, + "IoU": 0.5708442801614467, + "TN": 100913972, + "TP": 275510, + "n_pred": 297127, + "n_ref": 461019 + }, + "8": { + "Dice": 0.8465989168346785, + "FN": 58991, + "FP": 12302, + "IoU": 0.7340021863958421, + "TN": 101128587, + "TP": 196728, + "n_pred": 209030, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9349116451519636, + "FN": 4164, + "FP": 7317, + "IoU": 0.877778487480838, + "TN": 101302672, + "TP": 82455, + "n_pred": 89772, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8755319009363206, + "FN": 16795, + "FP": 40127, + "IoU": 0.7786187101842705, + "TN": 73626382, + "TP": 200200, + "n_pred": 240327, + "n_ref": 216995 + }, + "10": { + "Dice": 0.13138801178961526, + "FN": 63337, + "FP": 101992, + "IoU": 0.07031315897499339, + "TN": 73705671, + "TP": 12504, + "n_pred": 114496, + "n_ref": 75841 + }, + "11": { + "Dice": 0.5994402239104358, + "FN": 2511, + "FP": 2498, + "IoU": 0.4280004567774352, + "TN": 73874747, + "TP": 3748, + "n_pred": 6246, + "n_ref": 6259 + }, + "12": { + "Dice": 0.5206680090015398, + "FN": 3343, + "FP": 704, + "IoU": 0.35196156925540434, + "TN": 73877259, + "TP": 2198, + "n_pred": 2902, + "n_ref": 5541 + }, + "13": { + "Dice": 0.013301845067719243, + "FN": 60442, + "FP": 57797, + "IoU": 0.0066954534762592825, + "TN": 73764468, + "TP": 797, + "n_pred": 58594, + "n_ref": 61239 + }, + "14": { + "Dice": 0.5902073520290997, + "FN": 48327, + "FP": 25014, + "IoU": 0.4186483401502901, + "TN": 73757348, + "TP": 52815, + "n_pred": 77829, + "n_ref": 101142 + }, + "15": { + "Dice": 0.841349601792697, + "FN": 43270, + "FP": 24201, + "IoU": 0.7261462155404748, + "TN": 73637128, + "TP": 178905, + "n_pred": 203106, + "n_ref": 222175 + }, + "2": { + "Dice": 0.48047570067496037, + "FN": 127054, + "FP": 11340, + "IoU": 0.3162013933494738, + "TN": 73681114, + "TP": 63996, + "n_pred": 75336, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6391122630940994, + "FN": 27504, + "FP": 153221, + "IoU": 0.46962893834812414, + "TN": 73542752, + "TP": 160027, + "n_pred": 313248, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 37030, + "IoU": 0.0, + "TN": 73798586, + "TP": 0, + "n_pred": 37030, + "n_ref": 47888 + }, + "5": { + "Dice": 0.6053231285204455, + "FN": 8089, + "FP": 1090, + "IoU": 0.4340239240350228, + "TN": 73867286, + "TP": 7039, + "n_pred": 8129, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7368324865144762, + "FN": 177317, + "FP": 911317, + "IoU": 0.5833212765908584, + "TN": 71270858, + "TP": 1524012, + "n_pred": 2435329, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.2967652895725669, + "FN": 113681, + "FP": 165551, + "IoU": 0.17423628567203903, + "TN": 73545354, + "TP": 58918, + "n_pred": 224469, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8776110474101401, + "FN": 9031, + "FP": 10609, + "IoU": 0.7819134760593408, + "TN": 73793448, + "TP": 70416, + "n_pred": 81025, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7811349747164069, + "FN": 12403, + "FP": 31182, + "IoU": 0.6408707761014477, + "TN": 73762141, + "TP": 77778, + "n_pred": 108960, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.951581445285327, + "FN": 6090, + "FP": 12355, + "IoU": 0.907635067126697, + "TN": 69296079, + "TP": 181252, + "n_pred": 193607, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7254066409827504, + "FN": 19553, + "FP": 16726, + "IoU": 0.5691278993812278, + "TN": 69411577, + "TP": 47920, + "n_pred": 64646, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7832412771116799, + "FN": 554, + "FP": 1055, + "IoU": 0.6437112488928255, + "TN": 69491260, + "TP": 2907, + "n_pred": 3962, + "n_ref": 3461 + }, + "12": { + "Dice": 0.6159965904247763, + "FN": 984, + "FP": 1719, + "IoU": 0.4450831451447341, + "TN": 69490905, + "TP": 2168, + "n_pred": 3887, + "n_ref": 3152 + }, + "13": { + "Dice": 0.692973171674663, + "FN": 23149, + "FP": 25294, + "IoU": 0.5301904724959268, + "TN": 69392664, + "TP": 54669, + "n_pred": 79963, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9293604356207934, + "FN": 13643, + "FP": 7243, + "IoU": 0.8680423053109086, + "TN": 69337498, + "TP": 137392, + "n_pred": 144635, + "n_ref": 151035 + }, + "15": { + "Dice": 0.7387723707481494, + "FN": 18598, + "FP": 34723, + "IoU": 0.5857565705140655, + "TN": 69367057, + "TP": 75398, + "n_pred": 110121, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9052984574111335, + "FN": 8421, + "FP": 21231, + "IoU": 0.8269819875015316, + "TN": 69324395, + "TP": 141729, + "n_pred": 162960, + "n_ref": 150150 + }, + "3": { + "Dice": 0.8977132495529756, + "FN": 29987, + "FP": 2505, + "IoU": 0.8144099066680375, + "TN": 69320702, + "TP": 142582, + "n_pred": 145087, + "n_ref": 172569 + }, + "4": { + "Dice": 0.544022074574302, + "FN": 14643, + "FP": 23034, + "IoU": 0.37364719964091564, + "TN": 69435623, + "TP": 22476, + "n_pred": 45510, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8572567102154669, + "FN": 4034, + "FP": 981, + "IoU": 0.7501743548869184, + "TN": 69475702, + "TP": 15059, + "n_pred": 16040, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9445187976080339, + "FN": 105611, + "FP": 52290, + "IoU": 0.894870316465641, + "TN": 67993812, + "TP": 1344063, + "n_pred": 1396353, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8543968550178925, + "FN": 29585, + "FP": 67009, + "IoU": 0.7458052631578947, + "TN": 69115776, + "TP": 283406, + "n_pred": 350415, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9033300285764274, + "FN": 11238, + "FP": 5338, + "IoU": 0.8237027110387883, + "TN": 69401753, + "TP": 77447, + "n_pred": 82785, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8667619881457033, + "FN": 11565, + "FP": 9588, + "IoU": 0.764854319285881, + "TN": 69405819, + "TP": 68804, + "n_pred": 78392, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8847414630189946, + "FN": 6059, + "FP": 45100, + "IoU": 0.7933061560900324, + "TN": 50586041, + "TP": 196352, + "n_pred": 241452, + "n_ref": 202411 + }, + "10": { + "Dice": 0.7988670586548114, + "FN": 20135, + "FP": 7915, + "IoU": 0.6650946212166438, + "TN": 50749797, + "TP": 55705, + "n_pred": 63620, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8329004329004329, + "FN": 1438, + "FP": 685, + "IoU": 0.7136498516320475, + "TN": 50826138, + "TP": 5291, + "n_pred": 5976, + "n_ref": 6729 + }, + "12": { + "Dice": 0.4482196881545264, + "FN": 4373, + "FP": 369, + "IoU": 0.28884223155368927, + "TN": 50826884, + "TP": 1926, + "n_pred": 2295, + "n_ref": 6299 + }, + "13": { + "Dice": 0.6421773354655406, + "FN": 6901, + "FP": 39193, + "IoU": 0.47294639590193926, + "TN": 50746096, + "TP": 41362, + "n_pred": 80555, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6622333554250025, + "FN": 21260, + "FP": 8809, + "IoU": 0.4950290531689786, + "TN": 50774006, + "TP": 29477, + "n_pred": 38286, + "n_ref": 50737 + }, + "15": { + "Dice": 0.6551397666216952, + "FN": 7077, + "FP": 22063, + "IoU": 0.48714338513525407, + "TN": 50776733, + "TP": 27679, + "n_pred": 49742, + "n_ref": 34756 + }, + "2": { + "Dice": 0.82882894041485, + "FN": 11321, + "FP": 71597, + "IoU": 0.7076924703966271, + "TN": 50549885, + "TP": 200749, + "n_pred": 272346, + "n_ref": 212070 + }, + "3": { + "Dice": 0.760428940028934, + "FN": 75670, + "FP": 4645, + "IoU": 0.6134613533545096, + "TN": 50625772, + "TP": 127465, + "n_pred": 132110, + "n_ref": 203135 + }, + "4": { + "Dice": 0.8001113714935382, + "FN": 723, + "FP": 7892, + "IoU": 0.6668213636539428, + "TN": 50807695, + "TP": 17242, + "n_pred": 25134, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8734628203654752, + "FN": 1444, + "FP": 1859, + "IoU": 0.7753519689859213, + "TN": 50818849, + "TP": 11400, + "n_pred": 13259, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8994401274607093, + "FN": 100839, + "FP": 367733, + "IoU": 0.8172568797965135, + "TN": 48269450, + "TP": 2095530, + "n_pred": 2463263, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.7164957003349789, + "FN": 18855, + "FP": 146942, + "IoU": 0.5582339697046402, + "TN": 50458247, + "TP": 209508, + "n_pred": 356450, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9567710716685003, + "FN": 4655, + "FP": 4225, + "IoU": 0.9171247515142466, + "TN": 50726403, + "TP": 98269, + "n_pred": 102494, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9002036477163645, + "FN": 14775, + "FP": 7473, + "IoU": 0.8185184883066456, + "TN": 50710961, + "TP": 100343, + "n_pred": 107816, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9102847064266163, + "FN": 23058, + "FP": 14176, + "IoU": 0.8353417739431918, + "TN": 76658731, + "TP": 188895, + "n_pred": 203071, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7330916943009177, + "FN": 12676, + "FP": 25395, + "IoU": 0.578646213781349, + "TN": 76794506, + "TP": 52283, + "n_pred": 77678, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7003994673768309, + "FN": 770, + "FP": 1030, + "IoU": 0.5389344262295082, + "TN": 76880956, + "TP": 2104, + "n_pred": 3134, + "n_ref": 2874 + }, + "12": { + "Dice": 0.7471647765176784, + "FN": 929, + "FP": 208, + "IoU": 0.5963791267305645, + "TN": 76882043, + "TP": 1680, + "n_pred": 1888, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5530202797961176, + "FN": 17286, + "FP": 23930, + "IoU": 0.3821893783820245, + "TN": 76818147, + "TP": 25497, + "n_pred": 49427, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8216114907986364, + "FN": 5231, + "FP": 27892, + "IoU": 0.6972331148709793, + "TN": 76775459, + "TP": 76278, + "n_pred": 104170, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6488458393609661, + "FN": 19383, + "FP": 2949, + "IoU": 0.48021599478633276, + "TN": 76841896, + "TP": 20632, + "n_pred": 23581, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9049197368481041, + "FN": 4654, + "FP": 16201, + "IoU": 0.82635014737964, + "TN": 76764762, + "TP": 99243, + "n_pred": 115444, + "n_ref": 103897 + }, + "3": { + "Dice": 0.8518699967170889, + "FN": 13077, + "FP": 16252, + "IoU": 0.7419630131442346, + "TN": 76771198, + "TP": 84333, + "n_pred": 100585, + "n_ref": 97410 + }, + "4": { + "Dice": 0.8815086063406897, + "FN": 2374, + "FP": 3677, + "IoU": 0.7881228334325432, + "TN": 76856301, + "TP": 22508, + "n_pred": 26185, + "n_ref": 24882 + }, + "5": { + "Dice": 0.9034738968910904, + "FN": 1893, + "FP": 1069, + "IoU": 0.8239419876367094, + "TN": 76868036, + "TP": 13862, + "n_pred": 14931, + "n_ref": 15755 + }, + "6": { + "Dice": 0.955856575775885, + "FN": 27596, + "FP": 74323, + "IoU": 0.9154456692443048, + "TN": 75679493, + "TP": 1103448, + "n_pred": 1177771, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7195688909586854, + "FN": 25958, + "FP": 79421, + "IoU": 0.5619739210315201, + "TN": 76644283, + "TP": 135198, + "n_pred": 214619, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9261425547637238, + "FN": 3360, + "FP": 8434, + "IoU": 0.8624445999533473, + "TN": 76799120, + "TP": 73946, + "n_pred": 82380, + "n_ref": 77306 + }, + "9": { + "Dice": 0.8858927168203813, + "FN": 16797, + "FP": 2516, + "IoU": 0.7951592545846017, + "TN": 76790577, + "TP": 74970, + "n_pred": 77486, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8264003643714029, + "FN": 14801, + "FP": 31318, + "IoU": 0.7041586749716148, + "TN": 130844041, + "TP": 109772, + "n_pred": 141090, + "n_ref": 124573 + }, + "10": { + "Dice": 0.6065055169334779, + "FN": 10016, + "FP": 51680, + "IoU": 0.43524070192140457, + "TN": 130890689, + "TP": 47547, + "n_pred": 99227, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7146980461811723, + "FN": 2349, + "FP": 221, + "IoU": 0.5560545862843324, + "TN": 130994143, + "TP": 3219, + "n_pred": 3440, + "n_ref": 5568 + }, + "12": { + "Dice": 0.6168625096491981, + "FN": 3706, + "FP": 761, + "IoU": 0.44598784571499445, + "TN": 130991869, + "TP": 3596, + "n_pred": 4357, + "n_ref": 7302 + }, + "13": { + "Dice": 0.5407986038277272, + "FN": 46190, + "FP": 8539, + "IoU": 0.37061272367634207, + "TN": 130912976, + "TP": 32227, + "n_pred": 40766, + "n_ref": 78417 + }, + "14": { + "Dice": 0.0006104967548939736, + "FN": 945835, + "FP": 3631, + "IoU": 0.0003053415824696027, + "TN": 130050176, + "TP": 290, + "n_pred": 3921, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 79899, + "IoU": 0.0, + "TN": 130894723, + "TP": 0, + "n_pred": 79899, + "n_ref": 25310 + }, + "2": { + "Dice": 0.5342562823961682, + "FN": 137429, + "FP": 4539, + "IoU": 0.36449501777129195, + "TN": 130776538, + "TP": 81426, + "n_pred": 85965, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7775938570813793, + "FN": 18329, + "FP": 133096, + "IoU": 0.6361174324801688, + "TN": 130583795, + "TP": 264712, + "n_pred": 397808, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 5001, + "IoU": 0.0, + "TN": 130992651, + "TP": 0, + "n_pred": 5001, + "n_ref": 2280 + }, + "5": { + "Dice": 0.6193599234385115, + "FN": 12717, + "FP": 806, + "IoU": 0.4486034658511723, + "TN": 130975407, + "TP": 11002, + "n_pred": 11808, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8820771844667785, + "FN": 62829, + "FP": 314218, + "IoU": 0.789032276835722, + "TN": 129212706, + "TP": 1410179, + "n_pred": 1724397, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.5108606274802221, + "FN": 104041, + "FP": 87505, + "IoU": 0.34305763242012266, + "TN": 130708360, + "TP": 100026, + "n_pred": 187531, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9409848682139206, + "FN": 4978, + "FP": 10205, + "IoU": 0.8885471415568018, + "TN": 130863704, + "TP": 121045, + "n_pred": 131250, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7574676086657441, + "FN": 10420, + "FP": 19549, + "IoU": 0.609615985827428, + "TN": 130923164, + "TP": 46799, + "n_pred": 66348, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9532648444694796, + "FN": 4109, + "FP": 1118, + "IoU": 0.9107029982062014, + "TN": 74368163, + "TP": 53308, + "n_pred": 54426, + "n_ref": 57417 + }, + "10": { + "Dice": 0.6803272178540227, + "FN": 31662, + "FP": 12613, + "IoU": 0.5155272026961965, + "TN": 74335310, + "TP": 47113, + "n_pred": 59726, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7029209213963429, + "FN": 908, + "FP": 343, + "IoU": 0.5419260344196265, + "TN": 74423967, + "TP": 1480, + "n_pred": 1823, + "n_ref": 2388 + }, + "12": { + "Dice": 0.5468060394889663, + "FN": 1280, + "FP": 671, + "IoU": 0.37627877237851665, + "TN": 74423570, + "TP": 1177, + "n_pred": 1848, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5074579518706739, + "FN": 63335, + "FP": 14298, + "IoU": 0.33999574920297554, + "TN": 74309073, + "TP": 39992, + "n_pred": 54290, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9006910328545887, + "FN": 27065, + "FP": 4652, + "IoU": 0.8193247392436214, + "TN": 74251151, + "TP": 143830, + "n_pred": 148482, + "n_ref": 170895 + }, + "15": { + "Dice": 0.33882257268159505, + "FN": 10552, + "FP": 34978, + "IoU": 0.20396531225959857, + "TN": 74369502, + "TP": 11666, + "n_pred": 46644, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9117503940642897, + "FN": 9141, + "FP": 12078, + "IoU": 0.8378136680144614, + "TN": 74295867, + "TP": 109612, + "n_pred": 121690, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9102767665574673, + "FN": 8794, + "FP": 15335, + "IoU": 0.835328401397685, + "TN": 74280170, + "TP": 122399, + "n_pred": 137734, + "n_ref": 131193 + }, + "4": { + "Dice": 0.6944699771274663, + "FN": 14216, + "FP": 77, + "IoU": 0.5319448537839342, + "TN": 74396161, + "TP": 16244, + "n_pred": 16321, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9652417723032238, + "FN": 15564, + "FP": 47238, + "IoU": 0.9328186492913556, + "TN": 73491885, + "TP": 872011, + "n_pred": 919249, + "n_ref": 887575 + }, + "7": { + "Dice": 0.670571253893433, + "FN": 57831, + "FP": 33232, + "IoU": 0.5044055620561104, + "TN": 74242953, + "TP": 92682, + "n_pred": 125914, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9106680870491554, + "FN": 1344, + "FP": 6874, + "IoU": 0.8359877060631461, + "TN": 74376592, + "TP": 41888, + "n_pred": 48762, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8263434907248707, + "FN": 6532, + "FP": 4917, + "IoU": 0.7040760939802011, + "TN": 74388009, + "TP": 27240, + "n_pred": 32157, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9738665222919954, + "FN": 3694, + "FP": 3643, + "IoU": 0.9490641748354669, + "TN": 106502644, + "TP": 136707, + "n_pred": 140350, + "n_ref": 140401 + }, + "10": { + "Dice": 0.812354360852197, + "FN": 21253, + "FP": 14823, + "IoU": 0.6840039941839077, + "TN": 106532522, + "TP": 78090, + "n_pred": 92913, + "n_ref": 99343 + }, + "11": { + "Dice": 0.5734660925726588, + "FN": 2520, + "FP": 650, + "IoU": 0.40199962271269574, + "TN": 106641387, + "TP": 2131, + "n_pred": 2781, + "n_ref": 4651 + }, + "12": { + "Dice": 0.6858368262013842, + "FN": 1952, + "FP": 1271, + "IoU": 0.5218810265539238, + "TN": 106639947, + "TP": 3518, + "n_pred": 4789, + "n_ref": 5470 + }, + "13": { + "Dice": 0.7390994963095254, + "FN": 14457, + "FP": 4242, + "IoU": 0.5861679760982627, + "TN": 106601503, + "TP": 26486, + "n_pred": 30728, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9308281896493251, + "FN": 1639, + "FP": 8559, + "IoU": 0.8706067449945442, + "TN": 106567874, + "TP": 68616, + "n_pred": 77175, + "n_ref": 70255 + }, + "15": { + "Dice": 0.22998621980707729, + "FN": 8870, + "FP": 109592, + "IoU": 0.12993470580890615, + "TN": 106510535, + "TP": 17691, + "n_pred": 127283, + "n_ref": 26561 + }, + "2": { + "Dice": 0.5785293863877645, + "FN": 109564, + "FP": 2787, + "IoU": 0.40699356064604664, + "TN": 106457228, + "TP": 77109, + "n_pred": 79896, + "n_ref": 186673 + }, + "3": { + "Dice": 0.6862367482125497, + "FN": 2971, + "FP": 131929, + "IoU": 0.5223443015923037, + "TN": 106364267, + "TP": 147521, + "n_pred": 279450, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8484330740524257, + "FN": 648, + "FP": 2723, + "IoU": 0.7367640168670936, + "TN": 106633882, + "TP": 9435, + "n_pred": 12158, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7841984147276911, + "FN": 1375, + "FP": 313, + "IoU": 0.6450052576235542, + "TN": 106641933, + "TP": 3067, + "n_pred": 3380, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9754825304913586, + "FN": 25627, + "FP": 37055, + "IoU": 0.952138503757481, + "TN": 105337034, + "TP": 1246972, + "n_pred": 1284027, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9152016258555509, + "FN": 40528, + "FP": 14382, + "IoU": 0.8436605803150705, + "TN": 106295465, + "TP": 296313, + "n_pred": 310695, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9476507414439277, + "FN": 3898, + "FP": 3519, + "IoU": 0.9005097250167673, + "TN": 106572138, + "TP": 67133, + "n_pred": 70652, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8764447961808237, + "FN": 16422, + "FP": 2937, + "IoU": 0.7800638483998137, + "TN": 106558667, + "TP": 68662, + "n_pred": 71599, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9583182384054487, + "FN": 9255, + "FP": 3401, + "IoU": 0.9199721774321035, + "TN": 107968783, + "TP": 145489, + "n_pred": 148890, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8268241043245604, + "FN": 6356, + "FP": 24971, + "IoU": 0.7047742008443908, + "TN": 108020816, + "TP": 74785, + "n_pred": 99756, + "n_ref": 81141 + }, + "11": { + "Dice": 0.6786978060863411, + "FN": 1119, + "FP": 697, + "IoU": 0.5136582753079807, + "TN": 108123194, + "TP": 1918, + "n_pred": 2615, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7421107087428868, + "FN": 1105, + "FP": 889, + "IoU": 0.5899650421550483, + "TN": 108122065, + "TP": 2869, + "n_pred": 3758, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7763468644939012, + "FN": 21539, + "FP": 10659, + "IoU": 0.6344501084229289, + "TN": 108038847, + "TP": 55883, + "n_pred": 66542, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7323891891891892, + "FN": 6020, + "FP": 18734, + "IoU": 0.5777713340269841, + "TN": 108068301, + "TP": 33873, + "n_pred": 52607, + "n_ref": 39893 + }, + "15": { + "Dice": 0.4036647116680631, + "FN": 5069, + "FP": 60411, + "IoU": 0.2528696287168253, + "TN": 108039286, + "TP": 22162, + "n_pred": 82573, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9320610729053679, + "FN": 21118, + "FP": 3560, + "IoU": 0.8727662689860691, + "TN": 107932970, + "TP": 169280, + "n_pred": 172840, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9443396063939455, + "FN": 8324, + "FP": 14299, + "IoU": 0.8945486750413686, + "TN": 107912393, + "TP": 191912, + "n_pred": 206211, + "n_ref": 200236 + }, + "4": { + "Dice": 0.8780771017185323, + "FN": 6842, + "FP": 508, + "IoU": 0.782653694887187, + "TN": 108093111, + "TP": 26467, + "n_pred": 26975, + "n_ref": 33309 + }, + "5": { + "Dice": 0.5168324407039021, + "FN": 2526, + "FP": 0, + "IoU": 0.34846530822801136, + "TN": 108123051, + "TP": 1351, + "n_pred": 1351, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9741365304492187, + "FN": 37380, + "FP": 39191, + "IoU": 0.9495771702210885, + "TN": 106608350, + "TP": 1442007, + "n_pred": 1481198, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.7847707068953482, + "FN": 37143, + "FP": 83114, + "IoU": 0.6457799456845107, + "TN": 107787430, + "TP": 219241, + "n_pred": 302355, + "n_ref": 256384 + }, + "8": { + "Dice": 0.932752449887368, + "FN": 2385, + "FP": 3496, + "IoU": 0.8739794715752031, + "TN": 108080261, + "TP": 40786, + "n_pred": 44282, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9096188505440225, + "FN": 7230, + "FP": 3602, + "IoU": 0.8342209978573615, + "TN": 108061588, + "TP": 54508, + "n_pred": 58110, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8149349935909174, + "FN": 13234, + "FP": 37298, + "IoU": 0.6876711312742984, + "TN": 62408369, + "TP": 111259, + "n_pred": 148557, + "n_ref": 124493 + }, + "10": { + "Dice": 0.7443575982422649, + "FN": 7482, + "FP": 28005, + "IoU": 0.5928101800323576, + "TN": 62483009, + "TP": 51664, + "n_pred": 79669, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6809848088004191, + "FN": 752, + "FP": 466, + "IoU": 0.5162827640984908, + "TN": 62567642, + "TP": 1300, + "n_pred": 1766, + "n_ref": 2052 + }, + "12": { + "Dice": 0.6024070492155599, + "FN": 1464, + "FP": 2236, + "IoU": 0.431031831462402, + "TN": 62563657, + "TP": 2803, + "n_pred": 5039, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7257228698193844, + "FN": 10549, + "FP": 13004, + "IoU": 0.569517299362126, + "TN": 62515447, + "TP": 31160, + "n_pred": 44164, + "n_ref": 41709 + }, + "14": { + "Dice": 0.6962830345465185, + "FN": 164647, + "FP": 924, + "IoU": 0.5340753039171544, + "TN": 62214800, + "TP": 189789, + "n_pred": 190713, + "n_ref": 354436 + }, + "15": { + "Dice": 0.5745089631283796, + "FN": 39757, + "FP": 36648, + "IoU": 0.40302530725776836, + "TN": 62442173, + "TP": 51582, + "n_pred": 88230, + "n_ref": 91339 + }, + "2": { + "Dice": 0.8227297333874679, + "FN": 45429, + "FP": 6965, + "IoU": 0.6988452496594377, + "TN": 62396183, + "TP": 121583, + "n_pred": 128548, + "n_ref": 167012 + }, + "3": { + "Dice": 0.874584481943275, + "FN": 10604, + "FP": 43763, + "IoU": 0.7771213990841672, + "TN": 62326229, + "TP": 189564, + "n_pred": 233327, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8480324809809913, + "FN": 2802, + "FP": 4609, + "IoU": 0.73616006265798, + "TN": 62542071, + "TP": 20678, + "n_pred": 25287, + "n_ref": 23480 + }, + "5": { + "Dice": 0.6621538461538462, + "FN": 3871, + "FP": 521, + "IoU": 0.49494020239190434, + "TN": 62561464, + "TP": 4304, + "n_pred": 4825, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9454038714975839, + "FN": 39306, + "FP": 124498, + "IoU": 0.8964605937252101, + "TN": 60988115, + "TP": 1418241, + "n_pred": 1542739, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.844573689373767, + "FN": 30710, + "FP": 26960, + "IoU": 0.7309628330308784, + "TN": 62355803, + "TP": 156687, + "n_pred": 183647, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8861814085858821, + "FN": 3644, + "FP": 13433, + "IoU": 0.7956245437246431, + "TN": 62486603, + "TP": 66480, + "n_pred": 79913, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8191935614260435, + "FN": 3996, + "FP": 16133, + "IoU": 0.6937577020797517, + "TN": 62504431, + "TP": 45600, + "n_pred": 61733, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9098772498886981, + "FN": 30353, + "FP": 19242, + "IoU": 0.8346557759626605, + "TN": 55081298, + "TP": 250355, + "n_pred": 269597, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8493765704826667, + "FN": 5246, + "FP": 20050, + "IoU": 0.738188141048862, + "TN": 55284629, + "TP": 71323, + "n_pred": 91373, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7013266403728935, + "FN": 1393, + "FP": 1106, + "IoU": 0.5400331308669244, + "TN": 55375815, + "TP": 2934, + "n_pred": 4040, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7380704794916233, + "FN": 1534, + "FP": 733, + "IoU": 0.5848745650979674, + "TN": 55375787, + "TP": 3194, + "n_pred": 3927, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7384601793365432, + "FN": 13076, + "FP": 16529, + "IoU": 0.5853641456582633, + "TN": 55309848, + "TP": 41795, + "n_pred": 58324, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9135073662445077, + "FN": 6827, + "FP": 9905, + "IoU": 0.8407856048567433, + "TN": 55276157, + "TP": 88359, + "n_pred": 98264, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8111771758545597, + "FN": 4979, + "FP": 33606, + "IoU": 0.6823364755279299, + "TN": 55259783, + "TP": 82880, + "n_pred": 116486, + "n_ref": 87859 + }, + "2": { + "Dice": 0.8147564926987323, + "FN": 56186, + "FP": 7103, + "IoU": 0.6874169634169832, + "TN": 55178777, + "TP": 139182, + "n_pred": 146285, + "n_ref": 195368 + }, + "3": { + "Dice": 0.8474972939765381, + "FN": 10069, + "FP": 52487, + "IoU": 0.7353538430297493, + "TN": 55144872, + "TP": 173820, + "n_pred": 226307, + "n_ref": 183889 + }, + "4": { + "Dice": 0.7508185985592666, + "FN": 2823, + "FP": 221, + "IoU": 0.6010484927916121, + "TN": 55373618, + "TP": 4586, + "n_pred": 4807, + "n_ref": 7409 + }, + "5": { + "Dice": 0.6323156751538554, + "FN": 3020, + "FP": 27, + "IoU": 0.4623257455443797, + "TN": 55375581, + "TP": 2620, + "n_pred": 2647, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9608014518900373, + "FN": 67023, + "FP": 49804, + "IoU": 0.9245600406558402, + "TN": 53832639, + "TP": 1431782, + "n_pred": 1481586, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.913928264604811, + "FN": 22064, + "FP": 6790, + "IoU": 0.8414989865031888, + "TN": 55199205, + "TP": 153189, + "n_pred": 159979, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9299827826514717, + "FN": 1680, + "FP": 5152, + "IoU": 0.8691288023906214, + "TN": 55329044, + "TP": 45372, + "n_pred": 50524, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8874363260108246, + "FN": 6317, + "FP": 4997, + "IoU": 0.7976499204120687, + "TN": 55325335, + "TP": 44599, + "n_pred": 49596, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9553648536698192, + "FN": 17156, + "FP": 8221, + "IoU": 0.9145440463362069, + "TN": 110849655, + "TP": 271583, + "n_pred": 279804, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8196321865753902, + "FN": 11634, + "FP": 19456, + "IoU": 0.6943871031160916, + "TN": 111044885, + "TP": 70640, + "n_pred": 90096, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7674690348212199, + "FN": 350, + "FP": 1640, + "IoU": 0.6226772847933257, + "TN": 111141341, + "TP": 3284, + "n_pred": 4924, + "n_ref": 3634 + }, + "12": { + "Dice": 0.81330436236002, + "FN": 671, + "FP": 446, + "IoU": 0.6853521126760563, + "TN": 111143065, + "TP": 2433, + "n_pred": 2879, + "n_ref": 3104 + }, + "13": { + "Dice": 0.7374111522674942, + "FN": 14715, + "FP": 19384, + "IoU": 0.584046939422772, + "TN": 111064637, + "TP": 47879, + "n_pred": 67263, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8889272886606845, + "FN": 5106, + "FP": 3893, + "IoU": 0.8000622097802662, + "TN": 111101606, + "TP": 36010, + "n_pred": 39903, + "n_ref": 41116 + }, + "15": { + "Dice": 0.25850088809946714, + "FN": 7172, + "FP": 97194, + "IoU": 0.1484358426214527, + "TN": 111024057, + "TP": 18192, + "n_pred": 115386, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9194902973038405, + "FN": 21058, + "FP": 2553, + "IoU": 0.8509782883110326, + "TN": 110988175, + "TP": 134829, + "n_pred": 137382, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9435062120481732, + "FN": 11648, + "FP": 16244, + "IoU": 0.8930541975805678, + "TN": 110885810, + "TP": 232913, + "n_pred": 249157, + "n_ref": 244561 + }, + "4": { + "Dice": 0.900515423864902, + "FN": 1454, + "FP": 2387, + "IoU": 0.8190341578327444, + "TN": 111125390, + "TP": 17384, + "n_pred": 19771, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8424583423501406, + "FN": 874, + "FP": 582, + "IoU": 0.7277995887081697, + "TN": 111141266, + "TP": 3893, + "n_pred": 4475, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9774042546617436, + "FN": 22545, + "FP": 50585, + "IoU": 0.9558070812610664, + "TN": 109491825, + "TP": 1581660, + "n_pred": 1632245, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.3698243139368101, + "FN": 285363, + "FP": 32727, + "IoU": 0.22686163037428267, + "TN": 110735188, + "TP": 93337, + "n_pred": 126064, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9322139684016008, + "FN": 4375, + "FP": 6703, + "IoU": 0.8730344290102232, + "TN": 111059363, + "TP": 76174, + "n_pred": 82877, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8946446865977461, + "FN": 7825, + "FP": 3487, + "IoU": 0.8093729461923459, + "TN": 111087274, + "TP": 48029, + "n_pred": 51516, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9634689382214766, + "FN": 9516, + "FP": 5095, + "IoU": 0.9295128469843598, + "TN": 96913739, + "TP": 192675, + "n_pred": 197770, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8774681737702048, + "FN": 9231, + "FP": 8970, + "IoU": 0.781686677621715, + "TN": 97037654, + "TP": 65170, + "n_pred": 74140, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7341115434500648, + "FN": 1082, + "FP": 968, + "IoU": 0.5799180327868853, + "TN": 97116145, + "TP": 2830, + "n_pred": 3798, + "n_ref": 3912 + }, + "12": { + "Dice": 0.6360401841774801, + "FN": 2244, + "FP": 1234, + "IoU": 0.4663188583704158, + "TN": 97114508, + "TP": 3039, + "n_pred": 4273, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8137730561713162, + "FN": 12458, + "FP": 5352, + "IoU": 0.6860180173827195, + "TN": 97064302, + "TP": 38913, + "n_pred": 44265, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9103128711329167, + "FN": 16416, + "FP": 6617, + "IoU": 0.8353892112861268, + "TN": 96981101, + "TP": 116891, + "n_pred": 123508, + "n_ref": 133307 + }, + "15": { + "Dice": 0.9055473330676838, + "FN": 4868, + "FP": 8406, + "IoU": 0.8273974383980235, + "TN": 97044120, + "TP": 63631, + "n_pred": 72037, + "n_ref": 68499 + }, + "2": { + "Dice": 0.7145634178127571, + "FN": 69248, + "FP": 9162, + "IoU": 0.5558916151249462, + "TN": 96944469, + "TP": 98146, + "n_pred": 107308, + "n_ref": 167394 + }, + "3": { + "Dice": 0.8357249744034024, + "FN": 7620, + "FP": 75812, + "IoU": 0.71780718131883, + "TN": 96825369, + "TP": 212224, + "n_pred": 288036, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8404521943155762, + "FN": 1472, + "FP": 4512, + "IoU": 0.724810301218671, + "TN": 97099280, + "TP": 15761, + "n_pred": 20273, + "n_ref": 17233 + }, + "5": { + "Dice": 0.5812565043544942, + "FN": 7152, + "FP": 493, + "IoU": 0.40969809281136593, + "TN": 97108074, + "TP": 5306, + "n_pred": 5799, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9461867473523491, + "FN": 31288, + "FP": 145747, + "IoU": 0.8978694706819298, + "TN": 95387606, + "TP": 1556384, + "n_pred": 1702131, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.884416261463453, + "FN": 57026, + "FP": 13478, + "IoU": 0.7927833930455587, + "TN": 96780782, + "TP": 269739, + "n_pred": 283217, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9525641472858559, + "FN": 4532, + "FP": 4987, + "IoU": 0.9094248061277892, + "TN": 97015930, + "TP": 95576, + "n_pred": 100563, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9280060390380676, + "FN": 9391, + "FP": 3961, + "IoU": 0.8656821519827776, + "TN": 97021619, + "TP": 86054, + "n_pred": 90015, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9602466119568168, + "FN": 13195, + "FP": 2035, + "IoU": 0.9235330444693254, + "TN": 78857234, + "TP": 183941, + "n_pred": 185976, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8291052494815736, + "FN": 11649, + "FP": 21892, + "IoU": 0.7080954535960454, + "TN": 78941501, + "TP": 81363, + "n_pred": 103255, + "n_ref": 93012 + }, + "11": { + "Dice": 0.596395412342982, + "FN": 1371, + "FP": 846, + "IoU": 0.42490272373540855, + "TN": 79052550, + "TP": 1638, + "n_pred": 2484, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5250544662309368, + "FN": 1558, + "FP": 1058, + "IoU": 0.3559822747415066, + "TN": 79052343, + "TP": 1446, + "n_pred": 2504, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7271161986145764, + "FN": 19867, + "FP": 14366, + "IoU": 0.5712353302188099, + "TN": 78976564, + "TP": 45608, + "n_pred": 59974, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6112397155208479, + "FN": 15962, + "FP": 11916, + "IoU": 0.44013334939952603, + "TN": 79006611, + "TP": 21916, + "n_pred": 33832, + "n_ref": 37878 + }, + "15": { + "Dice": 0.5650749013033367, + "FN": 12410, + "FP": 27801, + "IoU": 0.39380097387424057, + "TN": 78990072, + "TP": 26122, + "n_pred": 53923, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9267419586905081, + "FN": 5826, + "FP": 11078, + "IoU": 0.8634847567131032, + "TN": 78932580, + "TP": 106921, + "n_pred": 117999, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9215084829894742, + "FN": 12777, + "FP": 5724, + "IoU": 0.8544420317220544, + "TN": 78929301, + "TP": 108603, + "n_pred": 114327, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8112839157072645, + "FN": 2457, + "FP": 346, + "IoU": 0.682487539646579, + "TN": 79047577, + "TP": 6025, + "n_pred": 6371, + "n_ref": 8482 + }, + "5": { + "Dice": 0.7207054844165257, + "FN": 1975, + "FP": 337, + "IoU": 0.5633616619452313, + "TN": 79051110, + "TP": 2983, + "n_pred": 3320, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9705347293747677, + "FN": 44668, + "FP": 32688, + "IoU": 0.942756163872654, + "TN": 77705063, + "TP": 1273986, + "n_pred": 1306674, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.8208846650240526, + "FN": 141637, + "FP": 3390, + "IoU": 0.6961869129119567, + "TN": 78579049, + "TP": 332329, + "n_pred": 335719, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9138403202022329, + "FN": 1161, + "FP": 4565, + "IoU": 0.8413498836307215, + "TN": 79020313, + "TP": 30366, + "n_pred": 34931, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9155472609824729, + "FN": 8007, + "FP": 3668, + "IoU": 0.8442481890099921, + "TN": 78981446, + "TP": 63284, + "n_pred": 66952, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9433863934856843, + "FN": 8954, + "FP": 17987, + "IoU": 0.8928395277795456, + "TN": 122460532, + "TP": 224467, + "n_pred": 242454, + "n_ref": 233421 + }, + "10": { + "Dice": 0.7980406652816957, + "FN": 13784, + "FP": 35115, + "IoU": 0.6639498044821354, + "TN": 122566429, + "TP": 96612, + "n_pred": 131727, + "n_ref": 110396 + }, + "11": { + "Dice": 0.44789644012944985, + "FN": 2798, + "FP": 614, + "IoU": 0.2885738115095913, + "TN": 122707144, + "TP": 1384, + "n_pred": 1998, + "n_ref": 4182 + }, + "12": { + "Dice": 0.38731617647058825, + "FN": 4183, + "FP": 2483, + "IoU": 0.24016869941867092, + "TN": 122703167, + "TP": 2107, + "n_pred": 4590, + "n_ref": 6290 + }, + "13": { + "Dice": 0.42098532134608413, + "FN": 31745, + "FP": 28923, + "IoU": 0.26661267120389737, + "TN": 122629217, + "TP": 22055, + "n_pred": 50978, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8523035655813077, + "FN": 12690, + "FP": 20237, + "IoU": 0.7426210799487227, + "TN": 122584008, + "TP": 95005, + "n_pred": 115242, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8946385052802599, + "FN": 7037, + "FP": 3339, + "IoU": 0.809362827956199, + "TN": 122657512, + "TP": 44052, + "n_pred": 47391, + "n_ref": 51089 + }, + "2": { + "Dice": 0.7108650697518042, + "FN": 59767, + "FP": 3012, + "IoU": 0.551427979393082, + "TN": 122571987, + "TP": 77174, + "n_pred": 80186, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7727351313969572, + "FN": 2856, + "FP": 81272, + "IoU": 0.6296400648024231, + "TN": 122484788, + "TP": 143024, + "n_pred": 224296, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7004060612062989, + "FN": 12435, + "FP": 32940, + "IoU": 0.5389422344154855, + "TN": 122613525, + "TP": 53040, + "n_pred": 85980, + "n_ref": 65475 + }, + "5": { + "Dice": 0.49148072173148577, + "FN": 11339, + "FP": 808, + "IoU": 0.3258034078925459, + "TN": 122693923, + "TP": 5870, + "n_pred": 6678, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9381685052006894, + "FN": 39519, + "FP": 180780, + "IoU": 0.8835380282047541, + "TN": 120820344, + "TP": 1671297, + "n_pred": 1852077, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.6325709148266573, + "FN": 189448, + "FP": 248253, + "IoU": 0.462598698305784, + "TN": 121897463, + "TP": 376776, + "n_pred": 625029, + "n_ref": 566224 + }, + "8": { + "Dice": 0.894377580331312, + "FN": 6145, + "FP": 24632, + "IoU": 0.8089358215070586, + "TN": 122550858, + "TP": 130305, + "n_pred": 154937, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8945115622816597, + "FN": 8812, + "FP": 6739, + "IoU": 0.8091550592133522, + "TN": 122630455, + "TP": 65934, + "n_pred": 72673, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_002/summary_cross_val.json b/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_002/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..98fd3dcc6db5d71a45c869b0408fb6444ae15a6d --- /dev/null +++ b/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_002/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.446049082772119, + "FN": 2033.102222222222, + "FP": 1543.7066666666667, + "IoU": 0.38216609903102866, + "TN": 1175195.308888889, + "TP": 6964.415555555554, + "n_pred": 8508.12222222222, + "n_ref": 8997.517777777777 + }, + "mean": { + "1": { + "Dice": 0.3300482686143622, + "FN": 4643.366666666667, + "FP": 964.0, + "IoU": 0.28510984474034506, + "TN": 1172011.2, + "TP": 8117.966666666666, + "n_pred": 9081.966666666667, + "n_ref": 12761.333333333334 + }, + "10": { + "Dice": 0.5658820801499059, + "FN": 1521.3666666666666, + "FP": 1149.9, + "IoU": 0.46009200054704297, + "TN": 1179232.1, + "TP": 3833.1666666666665, + "n_pred": 4983.066666666667, + "n_ref": 5354.533333333334 + }, + "11": { + "Dice": 0.2564903726542351, + "FN": 110.1, + "FP": 61.93333333333333, + "IoU": 0.19556217071111343, + "TN": 1185398.5333333334, + "TP": 165.96666666666667, + "n_pred": 227.9, + "n_ref": 276.06666666666666 + }, + "12": { + "Dice": 0.27343207168614775, + "FN": 437.7, + "FP": 172.9, + "IoU": 0.18460678809156372, + "TN": 1184898.6333333333, + "TP": 227.3, + "n_pred": 400.2, + "n_ref": 665.0 + }, + "13": { + "Dice": 0.3232310214211351, + "FN": 849.6, + "FP": 927.9333333333333, + "IoU": 0.25529974742572287, + "TN": 1181369.7333333334, + "TP": 2589.266666666667, + "n_pred": 3517.2, + "n_ref": 3438.866666666667 + }, + "14": { + "Dice": 0.3691951667267031, + "FN": 1695.0666666666666, + "FP": 185.83333333333334, + "IoU": 0.34327806477637823, + "TN": 1181476.0, + "TP": 2379.633333333333, + "n_pred": 2565.4666666666667, + "n_ref": 4074.7 + }, + "15": { + "Dice": 0.05079663441854474, + "FN": 4.666666666666667, + "FP": 544.9, + "IoU": 0.028299335384123343, + "TN": 1185178.3666666667, + "TP": 8.6, + "n_pred": 553.5, + "n_ref": 13.266666666666667 + }, + "2": { + "Dice": 0.4524939141360119, + "FN": 1070.9, + "FP": 2453.0666666666666, + "IoU": 0.4051104707613589, + "TN": 1177129.2666666666, + "TP": 5083.3, + "n_pred": 7536.366666666667, + "n_ref": 6154.2 + }, + "3": { + "Dice": 0.576408327603047, + "FN": 2795.6, + "FP": 1479.4, + "IoU": 0.5052894724548972, + "TN": 1172656.9666666666, + "TP": 8804.566666666668, + "n_pred": 10283.966666666667, + "n_ref": 11600.166666666666 + }, + "4": { + "Dice": 0.3519187524724341, + "FN": 1066.8333333333333, + "FP": 400.3, + "IoU": 0.29589858523966556, + "TN": 1182587.7, + "TP": 1681.7, + "n_pred": 2082.0, + "n_ref": 2748.5333333333333 + }, + "5": { + "Dice": 0.6095089413560231, + "FN": 868.4, + "FP": 272.6333333333333, + "IoU": 0.5015894524838098, + "TN": 1183136.3333333333, + "TP": 1459.1666666666667, + "n_pred": 1731.8, + "n_ref": 2327.5666666666666 + }, + "6": { + "Dice": 0.6962146290071806, + "FN": 7923.933333333333, + "FP": 7615.566666666667, + "IoU": 0.6362228653949605, + "TN": 1124460.0333333334, + "TP": 45737.0, + "n_pred": 53352.566666666666, + "n_ref": 53660.933333333334 + }, + "7": { + "Dice": 0.4216963787135657, + "FN": 6494.433333333333, + "FP": 5403.2, + "IoU": 0.3520785105085381, + "TN": 1161350.9666666666, + "TP": 12487.933333333332, + "n_pred": 17891.133333333335, + "n_ref": 18982.366666666665 + }, + "8": { + "Dice": 0.8034076473496895, + "FN": 556.2, + "FP": 745.1666666666666, + "IoU": 0.7515676665191664, + "TN": 1175475.6, + "TP": 8959.566666666668, + "n_pred": 9704.733333333334, + "n_ref": 9515.766666666666 + }, + "9": { + "Dice": 0.6100120352728011, + "FN": 458.3666666666667, + "FP": 778.8666666666667, + "IoU": 0.532486510426743, + "TN": 1181568.2, + "TP": 2931.1, + "n_pred": 3709.9666666666667, + "n_ref": 3389.4666666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 1226591, + "TP": 0, + "n_pred": 33, + "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": 0.6470588235294118, + "FN": 0, + "FP": 12, + "IoU": 0.4782608695652174, + "TN": 1226601, + "TP": 11, + "n_pred": 23, + "n_ref": 11 + }, + "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": 0.8471190781049937, + "FN": 299, + "FP": 298, + "IoU": 0.7347845402043536, + "TN": 1224373, + "TP": 1654, + "n_pred": 1952, + "n_ref": 1953 + }, + "6": { + "Dice": 0.9446907017619068, + "FN": 9173, + "FP": 3729, + "IoU": 0.8951789805501844, + "TN": 1103538, + "TP": 110184, + "n_pred": 113913, + "n_ref": 119357 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 119, + "IoU": 0.0, + "TN": 1226505, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "8": { + "Dice": 0.8662207357859532, + "FN": 95, + "FP": 545, + "IoU": 0.7640117994100295, + "TN": 1223912, + "TP": 2072, + "n_pred": 2617, + "n_ref": 2167 + }, + "9": { + "Dice": 0.8502051619091604, + "FN": 3285, + "FP": 5148, + "IoU": 0.7394407539008188, + "TN": 1194259, + "TP": 23932, + "n_pred": 29080, + "n_ref": 27217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 1051349, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "10": { + "Dice": 0.6632632223810496, + "FN": 658, + "FP": 4289, + "IoU": 0.4961808738160709, + "TN": 1041573, + "TP": 4872, + "n_pred": 9161, + "n_ref": 5530 + }, + "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": 0.77146966486754, + "FN": 8033, + "FP": 6744, + "IoU": 0.627961429038999, + "TN": 1011673, + "TP": 24942, + "n_pred": 31686, + "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": 0.7781806716064954, + "FN": 1214, + "FP": 193, + "IoU": 0.6369032258064516, + "TN": 1047517, + "TP": 2468, + "n_pred": 2661, + "n_ref": 3682 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1139, + "IoU": 0.0, + "TN": 1050253, + "TP": 0, + "n_pred": 1139, + "n_ref": 0 + }, + "4": { + "Dice": 0.5687303252885625, + "FN": 227, + "FP": 184, + "IoU": 0.3973607038123167, + "TN": 1050710, + "TP": 271, + "n_pred": 455, + "n_ref": 498 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8641180626422796, + "FN": 1614, + "FP": 117, + "IoU": 0.7607463718037318, + "TN": 1044157, + "TP": 5504, + "n_pred": 5621, + "n_ref": 7118 + }, + "7": { + "Dice": 0.6921988682295878, + "FN": 2920, + "FP": 126, + "IoU": 0.5292845000772678, + "TN": 1044921, + "TP": 3425, + "n_pred": 3551, + "n_ref": 6345 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8905068608232988, + "FN": 426, + "FP": 747, + "IoU": 0.8026249369005553, + "TN": 1045449, + "TP": 4770, + "n_pred": 5517, + "n_ref": 5196 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0038.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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9726856243314699, + "FN": 4231, + "FP": 2536, + "IoU": 0.9468237254039102, + "TN": 1274600, + "TP": 120489, + "n_pred": 123025, + "n_ref": 124720 + }, + "10": { + "Dice": 0.8249086838694474, + "FN": 2016, + "FP": 956, + "IoU": 0.7019953875463752, + "TN": 1391883, + "TP": 7001, + "n_pred": 7957, + "n_ref": 9017 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6302314130969966, + "FN": 387, + "FP": 364, + "IoU": 0.46010064701653486, + "TN": 1400465, + "TP": 640, + "n_pred": 1004, + "n_ref": 1027 + }, + "13": { + "Dice": 0.8538856839079328, + "FN": 3313, + "FP": 4108, + "IoU": 0.7450266277271946, + "TN": 1372751, + "TP": 21684, + "n_pred": 25792, + "n_ref": 24997 + }, + "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": 0.9158074884167466, + "FN": 827, + "FP": 1190, + "IoU": 0.8446908446908447, + "TN": 1388869, + "TP": 10970, + "n_pred": 12160, + "n_ref": 11797 + }, + "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": 65, + "IoU": 0.0, + "TN": 1401791, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "7": { + "Dice": 0.9675543604373404, + "FN": 2134, + "FP": 243, + "IoU": 0.937147994394352, + "TN": 1364037, + "TP": 35442, + "n_pred": 35685, + "n_ref": 37576 + }, + "8": { + "Dice": 0.9388429752066115, + "FN": 339, + "FP": 845, + "IoU": 0.8847352024922118, + "TN": 1391584, + "TP": 9088, + "n_pred": 9933, + "n_ref": 9427 + }, + "9": { + "Dice": 0.9057171193652622, + "FN": 916, + "FP": 2031, + "IoU": 0.8276809729856157, + "TN": 1384754, + "TP": 14155, + "n_pred": 16186, + "n_ref": 15071 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0048.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": 1, + "IoU": 0.0, + "TN": 1226623, + "TP": 0, + "n_pred": 1, + "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": 90, + "IoU": 0.0, + "TN": 1226534, + "TP": 0, + "n_pred": 90, + "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": 0.9194858611825193, + "FN": 1051, + "FP": 515, + "IoU": 0.850970688998858, + "TN": 1216116, + "TP": 8942, + "n_pred": 9457, + "n_ref": 9993 + }, + "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": 0.6903697283668525, + "FN": 57152, + "FP": 5724, + "IoU": 0.5271485726318322, + "TN": 1093652, + "TP": 70096, + "n_pred": 75820, + "n_ref": 127248 + }, + "8": { + "Dice": 0.8250409371457362, + "FN": 144, + "FP": 1245, + "IoU": 0.7021869639794168, + "TN": 1221960, + "TP": 3275, + "n_pred": 4520, + "n_ref": 3419 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 1401824, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "10": { + "Dice": 0.44264594798748247, + "FN": 4645, + "FP": 520, + "IoU": 0.28422949002217296, + "TN": 1394640, + "TP": 2051, + "n_pred": 2571, + "n_ref": 6696 + }, + "11": { + "Dice": 0.7441489361702127, + "FN": 468, + "FP": 494, + "IoU": 0.5925455315544261, + "TN": 1399495, + "TP": 1399, + "n_pred": 1893, + "n_ref": 1867 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 1401833, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "13": { + "Dice": 0.5122752420470262, + "FN": 5516, + "FP": 126, + "IoU": 0.34433468913422427, + "TN": 1393251, + "TP": 2963, + "n_pred": 3089, + "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": 0.9508216635734773, + "FN": 3496, + "FP": 3791, + "IoU": 0.906253618247546, + "TN": 1324125, + "TP": 70444, + "n_pred": 74235, + "n_ref": 73940 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 1401833, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8843004129628333, + "FN": 625, + "FP": 1028, + "IoU": 0.7925972396486826, + "TN": 1393886, + "TP": 6317, + "n_pred": 7345, + "n_ref": 6942 + }, + "6": { + "Dice": 0.804421909342154, + "FN": 4198, + "FP": 40739, + "IoU": 0.6728309222357318, + "TN": 1264505, + "TP": 92414, + "n_pred": 133153, + "n_ref": 96612 + }, + "7": { + "Dice": 0.5705806753125365, + "FN": 71555, + "FP": 1953, + "IoU": 0.39916955469822796, + "TN": 1279512, + "TP": 48836, + "n_pred": 50789, + "n_ref": 120391 + }, + "8": { + "Dice": 0.948823948681397, + "FN": 221, + "FP": 856, + "IoU": 0.9026308652020613, + "TN": 1390795, + "TP": 9984, + "n_pred": 10840, + "n_ref": 10205 + }, + "9": { + "Dice": 0.7175470008952551, + "FN": 1200, + "FP": 62, + "IoU": 0.5595113438045375, + "TN": 1398991, + "TP": 1603, + "n_pred": 1665, + "n_ref": 2803 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 133, + "IoU": 0.0, + "TN": 1226491, + "TP": 0, + "n_pred": 133, + "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": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1226618, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "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": 0.7337278106508875, + "FN": 26467, + "FP": 578, + "IoU": 0.5794392523364486, + "TN": 1162317, + "TP": 37262, + "n_pred": 37840, + "n_ref": 63729 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 22746, + "IoU": 0.0, + "TN": 1203878, + "TP": 0, + "n_pred": 22746, + "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": 0.9235786690171882, + "FN": 1343, + "FP": 391, + "IoU": 0.8580085162135604, + "TN": 1214412, + "TP": 10478, + "n_pred": 10869, + "n_ref": 11821 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 352, + "IoU": 0.0, + "TN": 1226272, + "TP": 0, + "n_pred": 352, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.7440120487781179, + "FN": 11301, + "FP": 4506, + "IoU": 0.59237196348445, + "TN": 1187846, + "TP": 22971, + "n_pred": 27477, + "n_ref": 34272 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3742690058479532, + "FN": 1377, + "FP": 228, + "IoU": 0.2302158273381295, + "TN": 1224539, + "TP": 480, + "n_pred": 708, + "n_ref": 1857 + }, + "13": { + "Dice": 0.0, + "FN": 765, + "FP": 923, + "IoU": 0.0, + "TN": 1224936, + "TP": 0, + "n_pred": 923, + "n_ref": 765 + }, + "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": 0.6846846846846847, + "FN": 0, + "FP": 35, + "IoU": 0.5205479452054794, + "TN": 1226551, + "TP": 38, + "n_pred": 73, + "n_ref": 38 + }, + "4": { + "Dice": 0.79527352297593, + "FN": 609, + "FP": 4069, + "IoU": 0.6601278698052891, + "TN": 1212860, + "TP": 9086, + "n_pred": 13155, + "n_ref": 9695 + }, + "5": { + "Dice": 0.6305418719211823, + "FN": 187, + "FP": 188, + "IoU": 0.460431654676259, + "TN": 1225929, + "TP": 320, + "n_pred": 508, + "n_ref": 507 + }, + "6": { + "Dice": 0.8991351836498749, + "FN": 7772, + "FP": 5489, + "IoU": 0.8167534926140367, + "TN": 1154257, + "TP": 59106, + "n_pred": 64595, + "n_ref": 66878 + }, + "7": { + "Dice": 0.6119203527996793, + "FN": 5534, + "FP": 274, + "IoU": 0.4408395109271204, + "TN": 1216237, + "TP": 4579, + "n_pred": 4853, + "n_ref": 10113 + }, + "8": { + "Dice": 0.9326761288279193, + "FN": 1086, + "FP": 2315, + "IoU": 0.8738454690455878, + "TN": 1199665, + "TP": 23558, + "n_pred": 25873, + "n_ref": 24644 + }, + "9": { + "Dice": 0.0, + "FN": 144, + "FP": 0, + "IoU": 0.0, + "TN": 1226480, + "TP": 0, + "n_pred": 0, + "n_ref": 144 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8720430758061589, + "FN": 153, + "FP": 1962, + "IoU": 0.7731173567903883, + "TN": 1042070, + "TP": 7207, + "n_pred": 9169, + "n_ref": 7360 + }, + "10": { + "Dice": 0.8874286472852781, + "FN": 647, + "FP": 1049, + "IoU": 0.7976375134232192, + "TN": 1043011, + "TP": 6685, + "n_pred": 7734, + "n_ref": 7332 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 1051381, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "12": { + "Dice": 0.4634242783708976, + "FN": 2412, + "FP": 302, + "IoU": 0.30159547092125577, + "TN": 1047506, + "TP": 1172, + "n_pred": 1474, + "n_ref": 3584 + }, + "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": 0.23962516733601072, + "FN": 0, + "FP": 1136, + "IoU": 0.1361216730038023, + "TN": 1050077, + "TP": 179, + "n_pred": 1315, + "n_ref": 179 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 1051379, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "3": { + "Dice": 0.9446394104228812, + "FN": 598, + "FP": 664, + "IoU": 0.8950868733893091, + "TN": 1039363, + "TP": 10767, + "n_pred": 11431, + "n_ref": 11365 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.734020618556701, + "FN": 326, + "FP": 61, + "IoU": 0.5798045602605864, + "TN": 1050471, + "TP": 534, + "n_pred": 595, + "n_ref": 860 + }, + "6": { + "Dice": 0.42007168458781363, + "FN": 791, + "FP": 18, + "IoU": 0.2658802177858439, + "TN": 1050290, + "TP": 293, + "n_pred": 311, + "n_ref": 1084 + }, + "7": { + "Dice": 0.9183272272361719, + "FN": 4077, + "FP": 1407, + "IoU": 0.8489880214787278, + "TN": 1015077, + "TP": 30831, + "n_pred": 32238, + "n_ref": 34908 + }, + "8": { + "Dice": 0.9024271507058905, + "FN": 89, + "FP": 2717, + "IoU": 0.8222025091876821, + "TN": 1035610, + "TP": 12976, + "n_pred": 15693, + "n_ref": 13065 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 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": 0.8955526365171702, + "FN": 1973, + "FP": 810, + "IoU": 0.8108604050564089, + "TN": 1036678, + "TP": 11931, + "n_pred": 12741, + "n_ref": 13904 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1448, + "IoU": 0.0, + "TN": 1049944, + "TP": 0, + "n_pred": 1448, + "n_ref": 0 + }, + "2": { + "Dice": 0.9629746835443038, + "FN": 30, + "FP": 204, + "IoU": 0.9285932255111382, + "TN": 1048115, + "TP": 3043, + "n_pred": 3247, + "n_ref": 3073 + }, + "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": 0.9816142100342786, + "FN": 114, + "FP": 181, + "IoU": 0.9638922888616891, + "TN": 1043222, + "TP": 7875, + "n_pred": 8056, + "n_ref": 7989 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6701361088871097, + "FN": 1639, + "FP": 833, + "IoU": 0.5039133052378085, + "TN": 871177, + "TP": 2511, + "n_pred": 3344, + "n_ref": 4150 + }, + "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": 0.9656300154437816, + "FN": 159, + "FP": 976, + "IoU": 0.9335441185081094, + "TN": 859081, + "TP": 15944, + "n_pred": 16920, + "n_ref": 16103 + }, + "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": 0.9787174159582129, + "FN": 2089, + "FP": 482, + "IoU": 0.9583218506330345, + "TN": 814473, + "TP": 59116, + "n_pred": 59598, + "n_ref": 61205 + }, + "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": 0.9547601292567736, + "FN": 619, + "FP": 837, + "IoU": 0.9134363852556481, + "TN": 859340, + "TP": 15364, + "n_pred": 16201, + "n_ref": 15983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0119.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": 0.7917620137299771, + "FN": 9, + "FP": 173, + "IoU": 0.6553030303030303, + "TN": 1226096, + "TP": 346, + "n_pred": 519, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48771555627100227, + "FN": 50178, + "FP": 740, + "IoU": 0.32250252807493746, + "TN": 976236, + "TP": 24238, + "n_pred": 24978, + "n_ref": 74416 + }, + "10": { + "Dice": 0.3112824252526305, + "FN": 6561, + "FP": 50, + "IoU": 0.18433066008636645, + "TN": 1043287, + "TP": 1494, + "n_pred": 1544, + "n_ref": 8055 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.25467604369295227, + "FN": 4321, + "FP": 660, + "IoU": 0.14591906721536352, + "TN": 1045560, + "TP": 851, + "n_pred": 1511, + "n_ref": 5172 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1793, + "IoU": 0.0, + "TN": 1049599, + "TP": 0, + "n_pred": 1793, + "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": 31689, + "IoU": 0.0, + "TN": 1019703, + "TP": 0, + "n_pred": 31689, + "n_ref": 0 + }, + "3": { + "Dice": 0.8290137981770906, + "FN": 27372, + "FP": 3075, + "IoU": 0.7079620553056389, + "TN": 947135, + "TP": 73810, + "n_pred": 76885, + "n_ref": 101182 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 568, + "IoU": 0.0, + "TN": 1050824, + "TP": 0, + "n_pred": 568, + "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": 45695, + "IoU": 0.0, + "TN": 1005697, + "TP": 0, + "n_pred": 45695, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1379, + "IoU": 0.0, + "TN": 1050013, + "TP": 0, + "n_pred": 1379, + "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": 212, + "IoU": 0.0, + "TN": 1051180, + "TP": 0, + "n_pred": 212, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 1051360, + "TP": 0, + "n_pred": 32, + "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": 0, + "FP": 71, + "IoU": 0.0, + "TN": 1051321, + "TP": 0, + "n_pred": 71, + "n_ref": 0 + }, + "6": { + "Dice": 0.99151262570094, + "FN": 448, + "FP": 277, + "IoU": 0.9831681099528707, + "TN": 1008319, + "TP": 42348, + "n_pred": 42625, + "n_ref": 42796 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.23778801843317973, + "FN": 1654, + "FP": 0, + "IoU": 0.13493723849372385, + "TN": 1049480, + "TP": 258, + "n_pred": 258, + "n_ref": 1912 + }, + "11": { + "Dice": 0.6376379361765583, + "FN": 810, + "FP": 405, + "IoU": 0.4680385288966725, + "TN": 1049108, + "TP": 1069, + "n_pred": 1474, + "n_ref": 1879 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 182, + "IoU": 0.0, + "TN": 1051210, + "TP": 0, + "n_pred": 182, + "n_ref": 0 + }, + "13": { + "Dice": 0.7715910791797636, + "FN": 1768, + "FP": 1284, + "IoU": 0.6281223345924211, + "TN": 1043185, + "TP": 5155, + "n_pred": 6439, + "n_ref": 6923 + }, + "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": 0.943162201905249, + "FN": 473, + "FP": 416, + "IoU": 0.8924379915305505, + "TN": 1043127, + "TP": 7376, + "n_pred": 7792, + "n_ref": 7849 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1115, + "FP": 0, + "IoU": 0.0, + "TN": 1050277, + "TP": 0, + "n_pred": 0, + "n_ref": 1115 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9247286611507259, + "FN": 1634, + "FP": 8637, + "IoU": 0.8599956380687549, + "TN": 978030, + "TP": 63091, + "n_pred": 71728, + "n_ref": 64725 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9469554300062775, + "FN": 359, + "FP": 317, + "IoU": 0.8992548435171386, + "TN": 1044682, + "TP": 6034, + "n_pred": 6351, + "n_ref": 6393 + }, + "9": { + "Dice": 0.5283350568769389, + "FN": 5477, + "FP": 3645, + "IoU": 0.3590049891082847, + "TN": 1037161, + "TP": 5109, + "n_pred": 8754, + "n_ref": 10586 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.039014373716632446, + "FN": 1647, + "FP": 225, + "IoU": 0.019895287958115182, + "TN": 1399946, + "TP": 38, + "n_pred": 263, + "n_ref": 1685 + }, + "10": { + "Dice": 0.5628900624099856, + "FN": 6346, + "FP": 8222, + "IoU": 0.3916819776181727, + "TN": 1377908, + "TP": 9380, + "n_pred": 17602, + "n_ref": 15726 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 467, + "FP": 48, + "IoU": 0.0, + "TN": 1401341, + "TP": 0, + "n_pred": 48, + "n_ref": 467 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3537, + "IoU": 0.0, + "TN": 1398319, + "TP": 0, + "n_pred": 3537, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 47360, + "FP": 0, + "IoU": 0.0, + "TN": 1354496, + "TP": 0, + "n_pred": 0, + "n_ref": 47360 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.2852390340068999, + "FN": 71, + "FP": 11531, + "IoU": 0.16634332111805705, + "TN": 1387939, + "TP": 2315, + "n_pred": 13846, + "n_ref": 2386 + }, + "3": { + "Dice": 0.40648697776136783, + "FN": 20135, + "FP": 762, + "IoU": 0.25508858232631093, + "TN": 1373803, + "TP": 7156, + "n_pred": 7918, + "n_ref": 27291 + }, + "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": 0.10011918951132301, + "FN": 76, + "FP": 679, + "IoU": 0.05269761606022585, + "TN": 1401059, + "TP": 42, + "n_pred": 721, + "n_ref": 118 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 24964, + "IoU": 0.0, + "TN": 1376892, + "TP": 0, + "n_pred": 24964, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.1645123384253819, + "FN": 93, + "FP": 7017, + "IoU": 0.08962868117797695, + "TN": 1394046, + "TP": 700, + "n_pred": 7717, + "n_ref": 793 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9147727272727273, + "FN": 22, + "FP": 98, + "IoU": 0.8429319371727748, + "TN": 1225860, + "TP": 644, + "n_pred": 742, + "n_ref": 666 + }, + "10": { + "Dice": 0.9163247460819264, + "FN": 2267, + "FP": 221, + "IoU": 0.8455713487679225, + "TN": 1210513, + "TP": 13623, + "n_pred": 13844, + "n_ref": 15890 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.46918986549890523, + "FN": 117, + "FP": 1580, + "IoU": 0.3064977523498161, + "TN": 1224177, + "TP": 750, + "n_pred": 2330, + "n_ref": 867 + }, + "13": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 1226612, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "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": 88, + "IoU": 0.0, + "TN": 1226536, + "TP": 0, + "n_pred": 88, + "n_ref": 0 + }, + "3": { + "Dice": 0.9710640658223167, + "FN": 704, + "FP": 2113, + "IoU": 0.9437556154537287, + "TN": 1176539, + "TP": 47268, + "n_pred": 49381, + "n_ref": 47972 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2137, + "IoU": 0.0, + "TN": 1224487, + "TP": 0, + "n_pred": 2137, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 693, + "IoU": 0.0, + "TN": 1225931, + "TP": 0, + "n_pred": 693, + "n_ref": 0 + }, + "6": { + "Dice": 0.5272639943858519, + "FN": 163471, + "FP": 896, + "IoU": 0.35801663867515526, + "TN": 970594, + "TP": 91663, + "n_pred": 92559, + "n_ref": 255134 + }, + "7": { + "Dice": 0.9075470084425818, + "FN": 4409, + "FP": 3158, + "IoU": 0.8307423893350034, + "TN": 1181917, + "TP": 37140, + "n_pred": 40298, + "n_ref": 41549 + }, + "8": { + "Dice": 0.8640877690550068, + "FN": 8310, + "FP": 6977, + "IoU": 0.7606994145455684, + "TN": 1162742, + "TP": 48595, + "n_pred": 55572, + "n_ref": 56905 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 181, + "IoU": 0.0, + "TN": 1226443, + "TP": 0, + "n_pred": 181, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 0.8646722249468693, + "FN": 589, + "FP": 3550, + "IoU": 0.761605805782744, + "TN": 1034030, + "TP": 13223, + "n_pred": 16773, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.13903133903133902, + "FN": 3022, + "FP": 0, + "IoU": 0.0747091243110839, + "TN": 1048126, + "TP": 244, + "n_pred": 244, + "n_ref": 3266 + }, + "13": { + "Dice": 0.1339712918660287, + "FN": 53, + "FP": 128, + "IoU": 0.07179487179487179, + "TN": 1051197, + "TP": 14, + "n_pred": 142, + "n_ref": 67 + }, + "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": 0.956797935432641, + "FN": 323, + "FP": 1418, + "IoU": 0.917174119885823, + "TN": 1030372, + "TP": 19279, + "n_pred": 20697, + "n_ref": 19602 + }, + "4": { + "Dice": 0.9461640254333021, + "FN": 1442, + "FP": 1894, + "IoU": 0.8978285504272457, + "TN": 1018741, + "TP": 29315, + "n_pred": 31209, + "n_ref": 30757 + }, + "5": { + "Dice": 0.8478974684885076, + "FN": 1336, + "FP": 1536, + "IoU": 0.7359566056817137, + "TN": 1040515, + "TP": 8005, + "n_pred": 9541, + "n_ref": 9341 + }, + "6": { + "Dice": 0.9644930842453296, + "FN": 3434, + "FP": 2247, + "IoU": 0.9314211905020582, + "TN": 968553, + "TP": 77158, + "n_pred": 79405, + "n_ref": 80592 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 175, + "IoU": 0.0, + "TN": 1051217, + "TP": 0, + "n_pred": 175, + "n_ref": 0 + }, + "8": { + "Dice": 0.9698519342690859, + "FN": 583, + "FP": 2235, + "IoU": 0.9414684806314259, + "TN": 1003247, + "TP": 45327, + "n_pred": 47562, + "n_ref": 45910 + }, + "9": { + "Dice": 0.8273894436519258, + "FN": 108, + "FP": 13, + "IoU": 0.7055961070559611, + "TN": 1050981, + "TP": 290, + "n_pred": 303, + "n_ref": 398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 1226598, + "TP": 0, + "n_pred": 26, + "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": 0.9411505400044082, + "FN": 90, + "FP": 177, + "IoU": 0.888842631140716, + "TN": 1224222, + "TP": 2135, + "n_pred": 2312, + "n_ref": 2225 + }, + "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": 0.969683496168022, + "FN": 362, + "FP": 2229, + "IoU": 0.9411510856727537, + "TN": 1182596, + "TP": 41437, + "n_pred": 43666, + "n_ref": 41799 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 1226545, + "TP": 0, + "n_pred": 79, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 9, + "FP": 1240, + "IoU": 0.0, + "TN": 1225375, + "TP": 0, + "n_pred": 1240, + "n_ref": 9 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 117, + "IoU": 0.0, + "TN": 1226507, + "TP": 0, + "n_pred": 117, + "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": 0.6549618320610687, + "FN": 272, + "FP": 1536, + "IoU": 0.4869466515323496, + "TN": 1223100, + "TP": 1716, + "n_pred": 3252, + "n_ref": 1988 + }, + "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": 1257, + "IoU": 0.0, + "TN": 1225367, + "TP": 0, + "n_pred": 1257, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 1226573, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.005267376617428146, + "FN": 25253, + "FP": 808, + "IoU": 0.002640642939150402, + "TN": 1200494, + "TP": 69, + "n_pred": 877, + "n_ref": 25322 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7769034785170806, + "FN": 2622, + "FP": 23122, + "IoU": 0.6351939236775355, + "TN": 1156055, + "TP": 44825, + "n_pred": 67947, + "n_ref": 47447 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 19826, + "IoU": 0.0, + "TN": 1206798, + "TP": 0, + "n_pred": 19826, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 159, + "IoU": 0.0, + "TN": 1401697, + "TP": 0, + "n_pred": 159, + "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": 15750, + "IoU": 0.0, + "TN": 1386106, + "TP": 0, + "n_pred": 15750, + "n_ref": 0 + }, + "3": { + "Dice": 0.7848699763593381, + "FN": 17514, + "FP": 1050, + "IoU": 0.6459143968871596, + "TN": 1349428, + "TP": 33864, + "n_pred": 34914, + "n_ref": 51378 + }, + "4": { + "Dice": 0.8822078807912273, + "FN": 1484, + "FP": 761, + "IoU": 0.7892414570033797, + "TN": 1391204, + "TP": 8407, + "n_pred": 9168, + "n_ref": 9891 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9771999438610817, + "FN": 866, + "FP": 4495, + "IoU": 0.9554163963874058, + "TN": 1281610, + "TP": 114885, + "n_pred": 119380, + "n_ref": 115751 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4828322905539448, + "FN": 2688, + "FP": 10868, + "IoU": 0.31824582578957955, + "TN": 1206740, + "TP": 6328, + "n_pred": 17196, + "n_ref": 9016 + }, + "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": 0.8209427315041016, + "FN": 1283, + "FP": 5680, + "IoU": 0.6962704471101417, + "TN": 1203699, + "TP": 15962, + "n_pred": 21642, + "n_ref": 17245 + }, + "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": 246, + "IoU": 0.0, + "TN": 1226378, + "TP": 0, + "n_pred": 246, + "n_ref": 0 + }, + "5": { + "Dice": 0.5563464325291961, + "FN": 20644, + "FP": 174, + "IoU": 0.385373918691506, + "TN": 1192753, + "TP": 13053, + "n_pred": 13227, + "n_ref": 33697 + }, + "6": { + "Dice": 0.251960245717425, + "FN": 25880, + "FP": 4076, + "IoU": 0.14413873889317447, + "TN": 1191623, + "TP": 5045, + "n_pred": 9121, + "n_ref": 30925 + }, + "7": { + "Dice": 0.8396827663192327, + "FN": 20989, + "FP": 3713, + "IoU": 0.723666547342044, + "TN": 1137232, + "TP": 64690, + "n_pred": 68403, + "n_ref": 85679 + }, + "8": { + "Dice": 0.9603366128333642, + "FN": 1779, + "FP": 2067, + "IoU": 0.923699559576241, + "TN": 1176218, + "TP": 46560, + "n_pred": 48627, + "n_ref": 48339 + }, + "9": { + "Dice": 0.8793621748791007, + "FN": 632, + "FP": 291, + "IoU": 0.7846979239561465, + "TN": 1222337, + "TP": 3364, + "n_pred": 3655, + "n_ref": 3996 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9120310335272929, + "FN": 499, + "FP": 7438, + "IoU": 0.8382877284488907, + "TN": 1177543, + "TP": 41144, + "n_pred": 48582, + "n_ref": 41643 + }, + "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": 6, + "IoU": 0.0, + "TN": 1226618, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 9628, + "IoU": 0.0, + "TN": 1216996, + "TP": 0, + "n_pred": 9628, + "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": 0.7796009696065634, + "FN": 1682, + "FP": 682, + "IoU": 0.6388082505729564, + "TN": 1220079, + "TP": 4181, + "n_pred": 4863, + "n_ref": 5863 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1316, + "IoU": 0.0, + "TN": 1225308, + "TP": 0, + "n_pred": 1316, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9708306911857958, + "FN": 1318, + "FP": 154, + "IoU": 0.9433148490449784, + "TN": 1200656, + "TP": 24496, + "n_pred": 24650, + "n_ref": 25814 + }, + "9": { + "Dice": 0.921931503935333, + "FN": 60, + "FP": 307, + "IoU": 0.8551696921862668, + "TN": 1224090, + "TP": 2167, + "n_pred": 2474, + "n_ref": 2227 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9479159719906636, + "FN": 2446, + "FP": 1459, + "IoU": 0.9009888438133874, + "TN": 1187184, + "TP": 35535, + "n_pred": 36994, + "n_ref": 37981 + }, + "10": { + "Dice": 0.8437288344313774, + "FN": 2887, + "FP": 2189, + "IoU": 0.7296980669897226, + "TN": 1207845, + "TP": 13703, + "n_pred": 15892, + "n_ref": 16590 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1226623, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": 0.6769308430085815, + "FN": 820, + "FP": 1740, + "IoU": 0.5116367798550172, + "TN": 1221382, + "TP": 2682, + "n_pred": 4422, + "n_ref": 3502 + }, + "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": 0.9369450101832993, + "FN": 127, + "FP": 1421, + "IoU": 0.8813702199402254, + "TN": 1213575, + "TP": 11501, + "n_pred": 12922, + "n_ref": 11628 + }, + "3": { + "Dice": 0.9473722037552781, + "FN": 1317, + "FP": 1612, + "IoU": 0.900006827802813, + "TN": 1197332, + "TP": 26363, + "n_pred": 27975, + "n_ref": 27680 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 1226610, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9472269269027072, + "FN": 3522, + "FP": 10219, + "IoU": 0.8997446373850868, + "TN": 1089564, + "TP": 123319, + "n_pred": 133538, + "n_ref": 126841 + }, + "7": { + "Dice": 0.8542272564926782, + "FN": 1723, + "FP": 1134, + "IoU": 0.7455468471677948, + "TN": 1215396, + "TP": 8371, + "n_pred": 9505, + "n_ref": 10094 + }, + "8": { + "Dice": 0.9612759437247528, + "FN": 1013, + "FP": 99, + "IoU": 0.9254391846587099, + "TN": 1211710, + "TP": 13802, + "n_pred": 13901, + "n_ref": 14815 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 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": 0.9504231971163453, + "FN": 1519, + "FP": 4684, + "IoU": 0.9055299188254824, + "TN": 1160963, + "TP": 59458, + "n_pred": 64142, + "n_ref": 60977 + }, + "15": { + "Dice": 0.06515463917525773, + "FN": 140, + "FP": 2127, + "IoU": 0.033674339300937765, + "TN": 1224278, + "TP": 79, + "n_pred": 2206, + "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": 0.9874974324783907, + "FN": 253, + "FP": 3460, + "IoU": 0.975303632953321, + "TN": 1076278, + "TP": 146633, + "n_pred": 150093, + "n_ref": 146886 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.16640363613408243, + "FN": 77428, + "FP": 1802, + "IoU": 0.0907525993252083, + "TN": 1139486, + "TP": 7908, + "n_pred": 9710, + "n_ref": 85336 + }, + "10": { + "Dice": 0.7892107892107892, + "FN": 518, + "FP": 326, + "IoU": 0.6518151815181518, + "TN": 1224200, + "TP": 1580, + "n_pred": 1906, + "n_ref": 2098 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 114, + "IoU": 0.0, + "TN": 1226510, + "TP": 0, + "n_pred": 114, + "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": 390, + "IoU": 0.0, + "TN": 1226234, + "TP": 0, + "n_pred": 390, + "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": 5654, + "IoU": 0.0, + "TN": 1220970, + "TP": 0, + "n_pred": 5654, + "n_ref": 0 + }, + "3": { + "Dice": 0.7720510995899834, + "FN": 13450, + "FP": 4, + "IoU": 0.6287322699928252, + "TN": 1190386, + "TP": 22784, + "n_pred": 22788, + "n_ref": 36234 + }, + "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": 61404, + "IoU": 0.0, + "TN": 1165220, + "TP": 0, + "n_pred": 61404, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 1840, + "FP": 1027, + "IoU": 0.0, + "TN": 1223757, + "TP": 0, + "n_pred": 1027, + "n_ref": 1840 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1522, + "IoU": 0.0, + "TN": 1225102, + "TP": 0, + "n_pred": 1522, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.14545454545454545, + "FN": 0, + "FP": 94, + "IoU": 0.0784313725490196, + "TN": 1051290, + "TP": 8, + "n_pred": 102, + "n_ref": 8 + }, + "10": { + "Dice": 0.703821553691383, + "FN": 5281, + "FP": 3934, + "IoU": 0.5429974211465979, + "TN": 1031228, + "TP": 10949, + "n_pred": 14883, + "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": 60, + "IoU": 0.0, + "TN": 1051124, + "TP": 0, + "n_pred": 60, + "n_ref": 208 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 1051334, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 1051317, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 751, + "IoU": 0.0, + "TN": 1050641, + "TP": 0, + "n_pred": 751, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 998, + "IoU": 0.0, + "TN": 1050394, + "TP": 0, + "n_pred": 998, + "n_ref": 0 + }, + "3": { + "Dice": 0.39100538933283774, + "FN": 309, + "FP": 6245, + "IoU": 0.243012243012243, + "TN": 1042734, + "TP": 2104, + "n_pred": 8349, + "n_ref": 2413 + }, + "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": 0.9595455866896259, + "FN": 1901, + "FP": 1717, + "IoU": 0.9222370287581138, + "TN": 1004866, + "TP": 42908, + "n_pred": 44625, + "n_ref": 44809 + }, + "7": { + "Dice": 0.7370825253178195, + "FN": 21706, + "FP": 27102, + "IoU": 0.5836347505630246, + "TN": 934168, + "TP": 68416, + "n_pred": 95518, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 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": 0.0, + "FN": 0, + "FP": 1779, + "IoU": 0.0, + "TN": 1224845, + "TP": 0, + "n_pred": 1779, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8152625613902531, + "FN": 953, + "FP": 3448, + "IoU": 0.6881377551020408, + "TN": 1212512, + "TP": 9711, + "n_pred": 13159, + "n_ref": 10664 + }, + "6": { + "Dice": 0.831195530726257, + "FN": 3227, + "FP": 550, + "IoU": 0.711150198837565, + "TN": 1213548, + "TP": 9299, + "n_pred": 9849, + "n_ref": 12526 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 56545, + "IoU": 0.0, + "TN": 1170079, + "TP": 0, + "n_pred": 56545, + "n_ref": 0 + }, + "8": { + "Dice": 0.9637444528175501, + "FN": 1350, + "FP": 382, + "IoU": 0.9300258564964448, + "TN": 1201872, + "TP": 23020, + "n_pred": 23402, + "n_ref": 24370 + }, + "9": { + "Dice": 0.8999017038007864, + "FN": 791, + "FP": 2875, + "IoU": 0.8180193596425912, + "TN": 1206479, + "TP": 16479, + "n_pred": 19354, + "n_ref": 17270 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.828018157788887, + "FN": 271, + "FP": 2722, + "IoU": 0.70651108060404, + "TN": 1216426, + "TP": 7205, + "n_pred": 9927, + "n_ref": 7476 + }, + "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": 0.6525988173046997, + "FN": 4473, + "FP": 1108, + "IoU": 0.48433890788136374, + "TN": 1215801, + "TP": 5242, + "n_pred": 6350, + "n_ref": 9715 + }, + "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": 5, + "IoU": 0.0, + "TN": 1226619, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "4": { + "Dice": 0.6734631460903252, + "FN": 1875, + "FP": 1328, + "IoU": 0.5076852136489395, + "TN": 1220118, + "TP": 3303, + "n_pred": 4631, + "n_ref": 5178 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9803549364154265, + "FN": 2919, + "FP": 6064, + "IoU": 0.9614668588390728, + "TN": 993500, + "TP": 224141, + "n_pred": 230205, + "n_ref": 227060 + }, + "7": { + "Dice": 0.6444368053168328, + "FN": 794, + "FP": 2309, + "IoU": 0.4754015215553677, + "TN": 1220709, + "TP": 2812, + "n_pred": 5121, + "n_ref": 3606 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0374.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": 1845, + "IoU": 0.0, + "TN": 1049547, + "TP": 0, + "n_pred": 1845, + "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": 333, + "IoU": 0.0, + "TN": 1051059, + "TP": 0, + "n_pred": 333, + "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": 50, + "IoU": 0.0, + "TN": 1051342, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "3": { + "Dice": 0.8520710059171598, + "FN": 268, + "FP": 7, + "IoU": 0.7422680412371134, + "TN": 1050325, + "TP": 792, + "n_pred": 799, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10566, + "IoU": 0.0, + "TN": 1040826, + "TP": 0, + "n_pred": 10566, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0387.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.5354411745105767, + "FN": 1847.5177777777778, + "FP": 1574.4, + "IoU": 0.4517862798818287, + "TN": 1169175.0155555557, + "TP": 7298.533333333332, + "n_pred": 8872.933333333332, + "n_ref": 9146.05111111111 + }, + "mean": { + "1": { + "Dice": 0.616501655443145, + "FN": 588.8, + "FP": 336.8, + "IoU": 0.5599820033893227, + "TN": 1176557.9333333333, + "TP": 2411.9333333333334, + "n_pred": 2748.733333333333, + "n_ref": 3000.733333333333 + }, + "10": { + "Dice": 0.5157467293494737, + "FN": 3124.5333333333333, + "FP": 2006.5333333333333, + "IoU": 0.40577295339525515, + "TN": 1168678.3333333333, + "TP": 6086.066666666667, + "n_pred": 8092.6, + "n_ref": 9210.6 + }, + "11": { + "Dice": 0.4583668472692983, + "FN": 184.33333333333334, + "FP": 164.73333333333332, + "IoU": 0.32203742336923885, + "TN": 1179356.9333333333, + "TP": 189.46666666666667, + "n_pred": 354.2, + "n_ref": 373.8 + }, + "12": { + "Dice": 0.2185383654316877, + "FN": 200.4, + "FP": 70.63333333333334, + "IoU": 0.15136297711845306, + "TN": 1179507.3666666667, + "TP": 117.06666666666666, + "n_pred": 187.7, + "n_ref": 317.46666666666664 + }, + "13": { + "Dice": 0.48429532666682373, + "FN": 2721.0333333333333, + "FP": 1359.1, + "IoU": 0.35291783081154177, + "TN": 1172677.5666666667, + "TP": 3137.766666666667, + "n_pred": 4496.866666666667, + "n_ref": 5858.8 + }, + "14": { + "Dice": 0.35520765292477385, + "FN": 281.76666666666665, + "FP": 2241.3, + "IoU": 0.2974420738242101, + "TN": 1174178.9333333333, + "TP": 3193.4666666666667, + "n_pred": 5434.766666666666, + "n_ref": 3475.233333333333 + }, + "15": { + "Dice": 0.5188656224171222, + "FN": 788.1666666666666, + "FP": 2057.633333333333, + "IoU": 0.43016685020979795, + "TN": 1172625.3, + "TP": 4424.366666666667, + "n_pred": 6482.0, + "n_ref": 5212.533333333334 + }, + "2": { + "Dice": 0.6317963499937099, + "FN": 705.5333333333333, + "FP": 501.5, + "IoU": 0.5665040967391399, + "TN": 1173298.0333333334, + "TP": 5390.4, + "n_pred": 5891.9, + "n_ref": 6095.933333333333 + }, + "3": { + "Dice": 0.524011697949109, + "FN": 5921.033333333334, + "FP": 908.0, + "IoU": 0.4618521867261016, + "TN": 1166054.4666666666, + "TP": 7011.966666666666, + "n_pred": 7919.966666666666, + "n_ref": 12933.0 + }, + "4": { + "Dice": 0.33238050308669365, + "FN": 350.3666666666667, + "FP": 457.46666666666664, + "IoU": 0.27695167361701145, + "TN": 1177776.4333333333, + "TP": 1311.2, + "n_pred": 1768.6666666666667, + "n_ref": 1661.5666666666666 + }, + "5": { + "Dice": 0.5007597023379542, + "FN": 336.5, + "FP": 226.5, + "IoU": 0.4085961109280017, + "TN": 1178185.4666666666, + "TP": 1147.0, + "n_pred": 1373.5, + "n_ref": 1483.5 + }, + "6": { + "Dice": 0.7863386349969367, + "FN": 3929.866666666667, + "FP": 9085.466666666667, + "IoU": 0.7104523648173655, + "TN": 1114994.0333333334, + "TP": 51886.1, + "n_pred": 60971.566666666666, + "n_ref": 55815.96666666667 + }, + "7": { + "Dice": 0.5756075625762435, + "FN": 6844.933333333333, + "FP": 3062.3333333333335, + "IoU": 0.46753212987630594, + "TN": 1158300.7, + "TP": 11687.5, + "n_pred": 14749.833333333334, + "n_ref": 18532.433333333334 + }, + "8": { + "Dice": 0.8322391775252084, + "FN": 1442.0666666666666, + "FP": 636.9, + "IoU": 0.7637366487939137, + "TN": 1169975.7333333334, + "TP": 7840.766666666666, + "n_pred": 8477.666666666666, + "n_ref": 9282.833333333334 + }, + "9": { + "Dice": 0.6809617896904699, + "FN": 293.43333333333334, + "FP": 501.1, + "IoU": 0.6014868746117704, + "TN": 1175458.0, + "TP": 3642.9333333333334, + "n_pred": 4144.033333333334, + "n_ref": 3936.366666666667 + } + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6925110132158591, + "FN": 165, + "FP": 184, + "IoU": 0.5296495956873315, + "TN": 1225882, + "TP": 393, + "n_pred": 577, + "n_ref": 558 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 1226571, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "13": { + "Dice": 0.06451612903225806, + "FN": 29, + "FP": 0, + "IoU": 0.03333333333333333, + "TN": 1226594, + "TP": 1, + "n_pred": 1, + "n_ref": 30 + }, + "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": 0.8299001911233808, + "FN": 288, + "FP": 513, + "IoU": 0.7092558983666062, + "TN": 1223869, + "TP": 1954, + "n_pred": 2467, + "n_ref": 2242 + }, + "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": 0.5882352941176471, + "FN": 22, + "FP": 6, + "IoU": 0.4166666666666667, + "TN": 1226576, + "TP": 20, + "n_pred": 26, + "n_ref": 42 + }, + "6": { + "Dice": 0.9604976046803049, + "FN": 17254, + "FP": 3583, + "IoU": 0.9239974905347933, + "TN": 952462, + "TP": 253325, + "n_pred": 256908, + "n_ref": 270579 + }, + "7": { + "Dice": 0.5777777777777777, + "FN": 57, + "FP": 0, + "IoU": 0.40625, + "TN": 1226528, + "TP": 39, + "n_pred": 39, + "n_ref": 96 + }, + "8": { + "Dice": 0.9452535448209565, + "FN": 2072, + "FP": 206, + "IoU": 0.8961903025884068, + "TN": 1204680, + "TP": 19666, + "n_pred": 19872, + "n_ref": 21738 + }, + "9": { + "Dice": 0.8718518518518519, + "FN": 1287, + "FP": 2173, + "IoU": 0.7728168089297439, + "TN": 1211394, + "TP": 11770, + "n_pred": 13943, + "n_ref": 13057 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7575757575757576, + "FN": 23, + "FP": 9, + "IoU": 0.6097560975609756, + "TN": 1051310, + "TP": 50, + "n_pred": 59, + "n_ref": 73 + }, + "10": { + "Dice": 0.7886666666666666, + "FN": 175, + "FP": 459, + "IoU": 0.651073197578426, + "TN": 1049575, + "TP": 1183, + "n_pred": 1642, + "n_ref": 1358 + }, + "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": 47, + "IoU": 0.0, + "TN": 1051345, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5523809523809524, + "FN": 6, + "FP": 2532, + "IoU": 0.3815789473684211, + "TN": 1047288, + "TP": 1566, + "n_pred": 4098, + "n_ref": 1572 + }, + "15": { + "Dice": 0.8074400299850075, + "FN": 10220, + "FP": 2110, + "IoU": 0.6770645085251826, + "TN": 1013211, + "TP": 25851, + "n_pred": 27961, + "n_ref": 36071 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9121561668145519, + "FN": 98, + "FP": 1, + "IoU": 0.8384991843393148, + "TN": 1050779, + "TP": 514, + "n_pred": 515, + "n_ref": 612 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.676214108472173, + "FN": 1813, + "FP": 2754, + "IoU": 0.5108183376178235, + "TN": 1042056, + "TP": 4769, + "n_pred": 7523, + "n_ref": 6582 + }, + "6": { + "Dice": 0.824654622741764, + "FN": 4109, + "FP": 2821, + "IoU": 0.701627486437613, + "TN": 1028166, + "TP": 16296, + "n_pred": 19117, + "n_ref": 20405 + }, + "7": { + "Dice": 0.7809193408499566, + "FN": 626, + "FP": 1900, + "IoU": 0.6405805350028457, + "TN": 1044364, + "TP": 4502, + "n_pred": 6402, + "n_ref": 5128 + }, + "8": { + "Dice": 0.9333980818259074, + "FN": 372, + "FP": 2371, + "IoU": 0.8751138226188309, + "TN": 1029428, + "TP": 19221, + "n_pred": 21592, + "n_ref": 19593 + }, + "9": { + "Dice": 0.8549295774647887, + "FN": 118, + "FP": 294, + "IoU": 0.7466174661746617, + "TN": 1049766, + "TP": 1214, + "n_pred": 1508, + "n_ref": 1332 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 304, + "IoU": 0.0, + "TN": 1226320, + "TP": 0, + "n_pred": 304, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5547201336675021, + "FN": 954, + "FP": 645, + "IoU": 0.3838150289017341, + "TN": 1224029, + "TP": 996, + "n_pred": 1641, + "n_ref": 1950 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 111, + "IoU": 0.0, + "TN": 1226513, + "TP": 0, + "n_pred": 111, + "n_ref": 0 + }, + "13": { + "Dice": 0.6567164179104478, + "FN": 138, + "FP": 23, + "IoU": 0.4888888888888889, + "TN": 1226309, + "TP": 154, + "n_pred": 177, + "n_ref": 292 + }, + "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": 0.891969116663627, + "FN": 2449, + "FP": 1105, + "IoU": 0.8050038406671788, + "TN": 1208398, + "TP": 14672, + "n_pred": 15777, + "n_ref": 17121 + }, + "3": { + "Dice": 0.0, + "FN": 159625, + "FP": 0, + "IoU": 0.0, + "TN": 1066999, + "TP": 0, + "n_pred": 0, + "n_ref": 159625 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2671, + "IoU": 0.0, + "TN": 1223953, + "TP": 0, + "n_pred": 2671, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3978110401372867, + "FN": 2337, + "FP": 155572, + "IoU": 0.24829221153251105, + "TN": 1016557, + "TP": 52158, + "n_pred": 207730, + "n_ref": 54495 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 161, + "IoU": 0.0, + "TN": 1226463, + "TP": 0, + "n_pred": 161, + "n_ref": 0 + }, + "8": { + "Dice": 0.9085217391304348, + "FN": 322, + "FP": 204, + "IoU": 0.8323773103887827, + "TN": 1223486, + "TP": 2612, + "n_pred": 2816, + "n_ref": 2934 + }, + "9": { + "Dice": 0.39713774597495527, + "FN": 322, + "FP": 15, + "IoU": 0.24776785714285715, + "TN": 1226176, + "TP": 111, + "n_pred": 126, + "n_ref": 433 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 0.53534719667626, + "FN": 10312, + "FP": 11161, + "IoU": 0.3655113317377301, + "TN": 1017549, + "TP": 12370, + "n_pred": 23531, + "n_ref": 22682 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.19081272084805653, + "FN": 61, + "FP": 168, + "IoU": 0.10546875, + "TN": 1051136, + "TP": 27, + "n_pred": 195, + "n_ref": 88 + }, + "13": { + "Dice": 0.6931001982514868, + "FN": 3831, + "FP": 5612, + "IoU": 0.5303392022281906, + "TN": 1031286, + "TP": 10663, + "n_pred": 16275, + "n_ref": 14494 + }, + "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": 0.7595060577819198, + "FN": 85, + "FP": 10237, + "IoU": 0.6122609969572893, + "TN": 1024771, + "TP": 16299, + "n_pred": 26536, + "n_ref": 16384 + }, + "7": { + "Dice": 0.8248427432981936, + "FN": 7013, + "FP": 9054, + "IoU": 0.7018998849679023, + "TN": 997494, + "TP": 37831, + "n_pred": 46885, + "n_ref": 44844 + }, + "8": { + "Dice": 0.9255976599441378, + "FN": 2001, + "FP": 1382, + "IoU": 0.861500040939982, + "TN": 1026966, + "TP": 21043, + "n_pred": 22425, + "n_ref": 23044 + }, + "9": { + "Dice": 0.9350943663468008, + "FN": 1314, + "FP": 519, + "IoU": 0.8781006849770566, + "TN": 1036355, + "TP": 13204, + "n_pred": 13723, + "n_ref": 14518 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0019.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": 0.9413222321340073, + "FN": 1268, + "FP": 1100, + "IoU": 0.8891489560902537, + "TN": 1205262, + "TP": 18994, + "n_pred": 20094, + "n_ref": 20262 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2505, + "IoU": 0.0, + "TN": 1224119, + "TP": 0, + "n_pred": 2505, + "n_ref": 0 + }, + "10": { + "Dice": 0.5764751253374469, + "FN": 4939, + "FP": 6043, + "IoU": 0.40496315561335067, + "TN": 1208168, + "TP": 7474, + "n_pred": 13517, + "n_ref": 12413 + }, + "11": { + "Dice": 0.5319148936170213, + "FN": 394, + "FP": 2, + "IoU": 0.36231884057971014, + "TN": 1226003, + "TP": 225, + "n_pred": 227, + "n_ref": 619 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6093147751605996, + "FN": 2819, + "FP": 4479, + "IoU": 0.43813996458541843, + "TN": 1213635, + "TP": 5691, + "n_pred": 10170, + "n_ref": 8510 + }, + "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": 0.9303955933900852, + "FN": 2636, + "FP": 3341, + "IoU": 0.8698501872659176, + "TN": 1180700, + "TP": 39947, + "n_pred": 43288, + "n_ref": 42583 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1087, + "IoU": 0.0, + "TN": 1225537, + "TP": 0, + "n_pred": 1087, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 540, + "IoU": 0.0, + "TN": 1226084, + "TP": 0, + "n_pred": 540, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9414637322568042, + "FN": 8663, + "FP": 11115, + "IoU": 0.8894014885895306, + "TN": 1047797, + "TP": 159049, + "n_pred": 170164, + "n_ref": 167712 + }, + "7": { + "Dice": 0.7799899479563547, + "FN": 53024, + "FP": 1256, + "IoU": 0.639330755225983, + "TN": 1076126, + "TP": 96218, + "n_pred": 97474, + "n_ref": 149242 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8817117480823576, + "FN": 262, + "FP": 617, + "IoU": 0.7884476534296029, + "TN": 1222469, + "TP": 3276, + "n_pred": 3893, + "n_ref": 3538 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0043.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": 2975, + "FP": 0, + "IoU": 0.0, + "TN": 1048417, + "TP": 0, + "n_pred": 0, + "n_ref": 2975 + }, + "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": 0.3591098748261474, + "FN": 4547, + "FP": 61, + "IoU": 0.21885065265299203, + "TN": 1045493, + "TP": 1291, + "n_pred": 1352, + "n_ref": 5838 + }, + "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": 1068, + "IoU": 0.0, + "TN": 1050324, + "TP": 0, + "n_pred": 1068, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9255946010347209, + "FN": 2056, + "FP": 16367, + "IoU": 0.86149474111553, + "TN": 918379, + "TP": 114590, + "n_pred": 130957, + "n_ref": 116646 + }, + "7": { + "Dice": 0.25195913103858747, + "FN": 12652, + "FP": 2430, + "IoU": 0.14413800930654863, + "TN": 1033770, + "TP": 2540, + "n_pred": 4970, + "n_ref": 15192 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 97, + "IoU": 0.0, + "TN": 1051295, + "TP": 0, + "n_pred": 97, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1051391, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5578905630452022, + "FN": 647, + "FP": 1583, + "IoU": 0.3868572999725048, + "TN": 1222987, + "TP": 1407, + "n_pred": 2990, + "n_ref": 2054 + }, + "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": 0.936776708490681, + "FN": 86, + "FP": 433, + "IoU": 0.8810724106324473, + "TN": 1222260, + "TP": 3845, + "n_pred": 4278, + "n_ref": 3931 + }, + "3": { + "Dice": 0.7628865979381443, + "FN": 17, + "FP": 6, + "IoU": 0.6166666666666667, + "TN": 1226564, + "TP": 37, + "n_pred": 43, + "n_ref": 54 + }, + "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": 0.9620645741254027, + "FN": 4361, + "FP": 703, + "IoU": 0.9269021464555336, + "TN": 1157347, + "TP": 64213, + "n_pred": 64916, + "n_ref": 68574 + }, + "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": 0.8309532640949555, + "FN": 767, + "FP": 2879, + "IoU": 0.7107955897517252, + "TN": 1214017, + "TP": 8961, + "n_pred": 11840, + "n_ref": 9728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5916, + "IoU": 0.0, + "TN": 870244, + "TP": 0, + "n_pred": 5916, + "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": 15, + "IoU": 0.0, + "TN": 876145, + "TP": 0, + "n_pred": 15, + "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": 3, + "IoU": 0.0, + "TN": 876157, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "7": { + "Dice": 0.15882377604785397, + "FN": 60032, + "FP": 155, + "IoU": 0.08626212634167818, + "TN": 810291, + "TP": 5682, + "n_pred": 5837, + "n_ref": 65714 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.7417218543046358, + "FN": 5490, + "FP": 4494, + "IoU": 0.5894736842105263, + "TN": 1202304, + "TP": 14336, + "n_pred": 18830, + "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": 0.2532777115613826, + "FN": 1079, + "FP": 3933, + "IoU": 0.14500170590242237, + "TN": 1220762, + "TP": 850, + "n_pred": 4783, + "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": 0.8855097697813891, + "FN": 1904, + "FP": 1055, + "IoU": 0.7945424246632412, + "TN": 1212222, + "TP": 11443, + "n_pred": 12498, + "n_ref": 13347 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1226622, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "6": { + "Dice": 0.9815204639436877, + "FN": 2420, + "FP": 4243, + "IoU": 0.963711522122737, + "TN": 1043012, + "TP": 176949, + "n_pred": 181192, + "n_ref": 179369 + }, + "7": { + "Dice": 0.9168544564457223, + "FN": 2713, + "FP": 1567, + "IoU": 0.8464739220891025, + "TN": 1198746, + "TP": 23598, + "n_pred": 25165, + "n_ref": 26311 + }, + "8": { + "Dice": 0.5228758169934641, + "FN": 137, + "FP": 9, + "IoU": 0.35398230088495575, + "TN": 1226398, + "TP": 80, + "n_pred": 89, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6695197337137423, + "FN": 3303, + "FP": 1562, + "IoU": 0.503216583273767, + "TN": 1216831, + "TP": 4928, + "n_pred": 6490, + "n_ref": 8231 + }, + "11": { + "Dice": 0.6854352197644356, + "FN": 169, + "FP": 2021, + "IoU": 0.521416083916084, + "TN": 1222048, + "TP": 2386, + "n_pred": 4407, + "n_ref": 2555 + }, + "12": { + "Dice": 0.6219839142091153, + "FN": 1379, + "FP": 595, + "IoU": 0.45136186770428016, + "TN": 1223026, + "TP": 1624, + "n_pred": 2219, + "n_ref": 3003 + }, + "13": { + "Dice": 0.7195885804707589, + "FN": 3301, + "FP": 952, + "IoU": 0.5619979402677652, + "TN": 1216914, + "TP": 5457, + "n_pred": 6409, + "n_ref": 8758 + }, + "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": 0.9533170471028323, + "FN": 1229, + "FP": 1217, + "IoU": 0.9107982932788738, + "TN": 1199203, + "TP": 24975, + "n_pred": 26192, + "n_ref": 26204 + }, + "3": { + "Dice": 0.9366195395588497, + "FN": 878, + "FP": 1619, + "IoU": 0.8807943858309065, + "TN": 1205677, + "TP": 18450, + "n_pred": 20069, + "n_ref": 19328 + }, + "4": { + "Dice": 0.6535703149360773, + "FN": 921, + "FP": 190, + "IoU": 0.4854099119962946, + "TN": 1224465, + "TP": 1048, + "n_pred": 1238, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9568067691310852, + "FN": 1729, + "FP": 2804, + "IoU": 0.9171903544026306, + "TN": 1171884, + "TP": 50207, + "n_pred": 53011, + "n_ref": 51936 + }, + "7": { + "Dice": 0.9392961100820323, + "FN": 3062, + "FP": 379, + "IoU": 0.8855403652330107, + "TN": 1196561, + "TP": 26622, + "n_pred": 27001, + "n_ref": 29684 + }, + "8": { + "Dice": 0.9296444667000501, + "FN": 641, + "FP": 483, + "IoU": 0.8685380116959064, + "TN": 1218074, + "TP": 7426, + "n_pred": 7909, + "n_ref": 8067 + }, + "9": { + "Dice": 0.8892386198345137, + "FN": 638, + "FP": 4007, + "IoU": 0.8005667425185694, + "TN": 1203333, + "TP": 18646, + "n_pred": 22653, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9718543046357616, + "FN": 707, + "FP": 211, + "IoU": 0.9452495974235104, + "TN": 1034625, + "TP": 15849, + "n_pred": 16060, + "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": 0.3835616438356164, + "FN": 45, + "FP": 0, + "IoU": 0.23728813559322035, + "TN": 1051333, + "TP": 14, + "n_pred": 14, + "n_ref": 59 + }, + "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": 0.9651424587101273, + "FN": 3774, + "FP": 2775, + "IoU": 0.9326331598329459, + "TN": 954178, + "TP": 90665, + "n_pred": 93440, + "n_ref": 94439 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.42595423330519494, + "FN": 22253, + "FP": 2908, + "IoU": 0.2706110853432282, + "TN": 1192128, + "TP": 9335, + "n_pred": 12243, + "n_ref": 31588 + }, + "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": 0.6155756608124889, + "FN": 9156, + "FP": 1679, + "IoU": 0.44464377242439773, + "TN": 1207114, + "TP": 8675, + "n_pred": 10354, + "n_ref": 17831 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 1226583, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "15": { + "Dice": 0.2369581190301249, + "FN": 318, + "FP": 16298, + "IoU": 0.13440300062513025, + "TN": 1207428, + "TP": 2580, + "n_pred": 18878, + "n_ref": 2898 + }, + "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": 0.7434927010118174, + "FN": 6642, + "FP": 0, + "IoU": 0.5917137939513155, + "TN": 1210356, + "TP": 9626, + "n_pred": 9626, + "n_ref": 16268 + }, + "7": { + "Dice": 0.49917091702873456, + "FN": 23856, + "FP": 5, + "IoU": 0.3325967778026404, + "TN": 1190872, + "TP": 11891, + "n_pred": 11896, + "n_ref": 35747 + }, + "8": { + "Dice": 0.9185653056620798, + "FN": 242, + "FP": 119, + "IoU": 0.8493950771798081, + "TN": 1224227, + "TP": 2036, + "n_pred": 2155, + "n_ref": 2278 + }, + "9": { + "Dice": 0.939851136592235, + "FN": 1834, + "FP": 558, + "IoU": 0.886527514231499, + "TN": 1205544, + "TP": 18688, + "n_pred": 19246, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.2244629548443665, + "FN": 1749, + "FP": 20, + "IoU": 0.12641975308641976, + "TN": 1049367, + "TP": 256, + "n_pred": 276, + "n_ref": 2005 + }, + "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": 0.9568697409342785, + "FN": 4038, + "FP": 1426, + "IoU": 0.9173060915626182, + "TN": 985317, + "TP": 60611, + "n_pred": 62037, + "n_ref": 64649 + }, + "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": 0.9734354545914788, + "FN": 1167, + "FP": 2506, + "IoU": 0.9482457376356207, + "TN": 980422, + "TP": 67297, + "n_pred": 69803, + "n_ref": 68464 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9312995151945134, + "FN": 416, + "FP": 165, + "IoU": 0.8714317326842221, + "TN": 1046873, + "TP": 3938, + "n_pred": 4103, + "n_ref": 4354 + }, + "10": { + "Dice": 0.763525258498647, + "FN": 17955, + "FP": 8437, + "IoU": 0.6175017029232308, + "TN": 982393, + "TP": 42607, + "n_pred": 51044, + "n_ref": 60562 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.21471389645776567, + "FN": 2879, + "FP": 3, + "IoU": 0.12026862026862027, + "TN": 1048116, + "TP": 394, + "n_pred": 397, + "n_ref": 3273 + }, + "13": { + "Dice": 0.12458249832999332, + "FN": 305, + "FP": 4937, + "IoU": 0.06642920747996438, + "TN": 1045777, + "TP": 373, + "n_pred": 5310, + "n_ref": 678 + }, + "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": 12672, + "IoU": 0.0, + "TN": 1038720, + "TP": 0, + "n_pred": 12672, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 769, + "IoU": 0.0, + "TN": 1050623, + "TP": 0, + "n_pred": 769, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.827143751303985, + "FN": 202, + "FP": 3112, + "IoU": 0.7052388152628302, + "TN": 1040149, + "TP": 7929, + "n_pred": 11041, + "n_ref": 8131 + }, + "7": { + "Dice": 0.7208102157639806, + "FN": 4905, + "FP": 10946, + "IoU": 0.5634896593506458, + "TN": 1015079, + "TP": 20462, + "n_pred": 31408, + "n_ref": 25367 + }, + "8": { + "Dice": 0.9424554394591272, + "FN": 1216, + "FP": 282, + "IoU": 0.8911732655285144, + "TN": 1037627, + "TP": 12267, + "n_pred": 12549, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.6550755597752986, + "FN": 11872, + "FP": 5566, + "IoU": 0.48707238874018294, + "TN": 1017395, + "TP": 16559, + "n_pred": 22125, + "n_ref": 28431 + }, + "11": { + "Dice": 0.0, + "FN": 1452, + "FP": 429, + "IoU": 0.0, + "TN": 1049511, + "TP": 0, + "n_pred": 429, + "n_ref": 1452 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 113, + "IoU": 0.0, + "TN": 1051279, + "TP": 0, + "n_pred": 113, + "n_ref": 0 + }, + "13": { + "Dice": 0.4458152863455397, + "FN": 7293, + "FP": 5374, + "IoU": 0.2868483278910033, + "TN": 1033630, + "TP": 5095, + "n_pred": 10469, + "n_ref": 12388 + }, + "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": 0.711814112558467, + "FN": 10396, + "FP": 1064, + "IoU": 0.5525709600593449, + "TN": 1025779, + "TP": 14153, + "n_pred": 15217, + "n_ref": 24549 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 1051358, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 27, + "FP": 1, + "IoU": 0.0, + "TN": 1051364, + "TP": 0, + "n_pred": 1, + "n_ref": 27 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9078515011922933, + "FN": 42352, + "FP": 4677, + "IoU": 0.8312528032436893, + "TN": 772697, + "TP": 231666, + "n_pred": 236343, + "n_ref": 274018 + }, + "7": { + "Dice": 0.6951008833403957, + "FN": 13289, + "FP": 5419, + "IoU": 0.5326855344340918, + "TN": 1011359, + "TP": 21325, + "n_pred": 26744, + "n_ref": 34614 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7040035123343303, + "FN": 10780, + "FP": 7, + "IoU": 0.5432140588608935, + "TN": 852545, + "TP": 12828, + "n_pred": 12835, + "n_ref": 23608 + }, + "10": { + "Dice": 0.5651049746612886, + "FN": 4152, + "FP": 53, + "IoU": 0.39383018595934843, + "TN": 869223, + "TP": 2732, + "n_pred": 2785, + "n_ref": 6884 + }, + "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": 0.7120034109149278, + "FN": 2748, + "FP": 20218, + "IoU": 0.5527991432187713, + "TN": 824805, + "TP": 28389, + "n_pred": 48607, + "n_ref": 31137 + }, + "15": { + "Dice": 0.8158320742499461, + "FN": 3184, + "FP": 3642, + "IoU": 0.6889496468443836, + "TN": 854215, + "TP": 15119, + "n_pred": 18761, + "n_ref": 18303 + }, + "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": 592, + "IoU": 0.0, + "TN": 875568, + "TP": 0, + "n_pred": 592, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5127039315324953, + "FN": 4865, + "FP": 2423, + "IoU": 0.34472217227117424, + "TN": 865038, + "TP": 3834, + "n_pred": 6257, + "n_ref": 8699 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 23519, + "IoU": 0.0, + "TN": 852641, + "TP": 0, + "n_pred": 23519, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5214650255178626, + "FN": 1402, + "FP": 1786, + "IoU": 0.35269035532994925, + "TN": 1221699, + "TP": 1737, + "n_pred": 3523, + "n_ref": 3139 + }, + "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": 0.15664526172407084, + "FN": 7801, + "FP": 867, + "IoU": 0.0849783595481896, + "TN": 1217151, + "TP": 805, + "n_pred": 1672, + "n_ref": 8606 + }, + "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": 14, + "IoU": 0.0, + "TN": 1226610, + "TP": 0, + "n_pred": 14, + "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": 41456, + "IoU": 0.0, + "TN": 1185168, + "TP": 0, + "n_pred": 41456, + "n_ref": 0 + }, + "7": { + "Dice": 0.07660585727266372, + "FN": 196, + "FP": 13015, + "IoU": 0.03982847590667926, + "TN": 1212865, + "TP": 548, + "n_pred": 13563, + "n_ref": 744 + }, + "8": { + "Dice": 0.9307834833245103, + "FN": 14, + "FP": 1032, + "IoU": 0.8705285307587572, + "TN": 1218545, + "TP": 7033, + "n_pred": 8065, + "n_ref": 7047 + }, + "9": { + "Dice": 0.7775467775467776, + "FN": 66, + "FP": 41, + "IoU": 0.6360544217687075, + "TN": 1226330, + "TP": 187, + "n_pred": 228, + "n_ref": 253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.0, + "FN": 145, + "FP": 1508, + "IoU": 0.0, + "TN": 1049739, + "TP": 0, + "n_pred": 1508, + "n_ref": 145 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6869070208728653, + "FN": 140, + "FP": 25, + "IoU": 0.523121387283237, + "TN": 1051046, + "TP": 181, + "n_pred": 206, + "n_ref": 321 + }, + "13": { + "Dice": 0.7294125233765396, + "FN": 7728, + "FP": 664, + "IoU": 0.5740750139572653, + "TN": 1031689, + "TP": 11311, + "n_pred": 11975, + "n_ref": 19039 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 314, + "IoU": 0.0, + "TN": 1051078, + "TP": 0, + "n_pred": 314, + "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": 2407, + "IoU": 0.0, + "TN": 1048985, + "TP": 0, + "n_pred": 2407, + "n_ref": 0 + }, + "3": { + "Dice": 0.44551453540217584, + "FN": 3079, + "FP": 30, + "IoU": 0.28659935750344195, + "TN": 1047034, + "TP": 1249, + "n_pred": 1279, + "n_ref": 4328 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 617, + "IoU": 0.0, + "TN": 1050775, + "TP": 0, + "n_pred": 617, + "n_ref": 0 + }, + "5": { + "Dice": 0.716044142614601, + "FN": 3104, + "FP": 910, + "IoU": 0.5576859504132231, + "TN": 1042317, + "TP": 5061, + "n_pred": 5971, + "n_ref": 8165 + }, + "6": { + "Dice": 0.8638793694311172, + "FN": 1623, + "FP": 363, + "IoU": 0.7603764478764479, + "TN": 1043104, + "TP": 6302, + "n_pred": 6665, + "n_ref": 7925 + }, + "7": { + "Dice": 0.9069413491330108, + "FN": 388, + "FP": 3036, + "IoU": 0.8297279824954, + "TN": 1031283, + "TP": 16685, + "n_pred": 19721, + "n_ref": 17073 + }, + "8": { + "Dice": 0.9605434022575168, + "FN": 1200, + "FP": 380, + "IoU": 0.9240822602344801, + "TN": 1030580, + "TP": 19232, + "n_pred": 19612, + "n_ref": 20432 + }, + "9": { + "Dice": 0.7971298108284409, + "FN": 281, + "FP": 30, + "IoU": 0.6626898047722343, + "TN": 1050470, + "TP": 611, + "n_pred": 641, + "n_ref": 892 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0217.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": 0.7387173396674585, + "FN": 44, + "FP": 1056, + "IoU": 0.5856873822975518, + "TN": 1223969, + "TP": 1555, + "n_pred": 2611, + "n_ref": 1599 + }, + "3": { + "Dice": 0.8382714603583558, + "FN": 1353, + "FP": 28, + "IoU": 0.7215725806451613, + "TN": 1221664, + "TP": 3579, + "n_pred": 3607, + "n_ref": 4932 + }, + "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": 0.9083832335329342, + "FN": 222, + "FP": 1308, + "IoU": 0.832144816236972, + "TN": 1217509, + "TP": 7585, + "n_pred": 8893, + "n_ref": 7807 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8735291663189518, + "FN": 1473, + "FP": 4589, + "IoU": 0.7754565322072823, + "TN": 1374859, + "TP": 20935, + "n_pred": 25524, + "n_ref": 22408 + }, + "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": 0.5851998621640249, + "FN": 6612, + "FP": 3018, + "IoU": 0.4136272301041223, + "TN": 1385433, + "TP": 6793, + "n_pred": 9811, + "n_ref": 13405 + }, + "14": { + "Dice": 0.7814645037170748, + "FN": 2058, + "FP": 7143, + "IoU": 0.6413145173865585, + "TN": 1376204, + "TP": 16451, + "n_pred": 23594, + "n_ref": 18509 + }, + "15": { + "Dice": 0.8190127143568164, + "FN": 3563, + "FP": 4437, + "IoU": 0.6934983333971878, + "TN": 1375755, + "TP": 18101, + "n_pred": 22538, + "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": 0.7482105263157894, + "FN": 1504, + "FP": 2084, + "IoU": 0.5977127480659267, + "TN": 1392937, + "TP": 5331, + "n_pred": 7415, + "n_ref": 6835 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9429092969094228, + "FN": 577, + "FP": 3051, + "IoU": 0.8919852328212456, + "TN": 1368268, + "TP": 29960, + "n_pred": 33011, + "n_ref": 30537 + }, + "7": { + "Dice": 0.8266461892877711, + "FN": 10920, + "FP": 819, + "IoU": 0.7045157068062827, + "TN": 1362128, + "TP": 27989, + "n_pred": 28808, + "n_ref": 38909 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9073959347434877, + "FN": 3897, + "FP": 2381, + "IoU": 0.8304892536991035, + "TN": 1014356, + "TP": 30758, + "n_pred": 33139, + "n_ref": 34655 + }, + "11": { + "Dice": 0.42, + "FN": 0, + "FP": 58, + "IoU": 0.26582278481012656, + "TN": 1051313, + "TP": 21, + "n_pred": 79, + "n_ref": 21 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6143277002204262, + "FN": 9433, + "FP": 1065, + "IoU": 0.4433427010976192, + "TN": 1032533, + "TP": 8361, + "n_pred": 9426, + "n_ref": 17794 + }, + "14": { + "Dice": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 1051308, + "TP": 0, + "n_pred": 0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.77526395173454, + "FN": 149, + "FP": 0, + "IoU": 0.6330049261083743, + "TN": 1050986, + "TP": 257, + "n_pred": 257, + "n_ref": 406 + }, + "4": { + "Dice": 0.8688372093023256, + "FN": 268, + "FP": 14, + "IoU": 0.7680921052631579, + "TN": 1050176, + "TP": 934, + "n_pred": 948, + "n_ref": 1202 + }, + "5": { + "Dice": 0.7735667564447865, + "FN": 1975, + "FP": 379, + "IoU": 0.6307450980392156, + "TN": 1045017, + "TP": 4021, + "n_pred": 4400, + "n_ref": 5996 + }, + "6": { + "Dice": 0.9654602937600036, + "FN": 4639, + "FP": 1468, + "IoU": 0.9332269104188762, + "TN": 959933, + "TP": 85352, + "n_pred": 86820, + "n_ref": 89991 + }, + "7": { + "Dice": 0.8171206225680934, + "FN": 535, + "FP": 3836, + "IoU": 0.6907894736842105, + "TN": 1037256, + "TP": 9765, + "n_pred": 13601, + "n_ref": 10300 + }, + "8": { + "Dice": 0.9675743859909476, + "FN": 283, + "FP": 154, + "IoU": 0.9371855684921662, + "TN": 1044435, + "TP": 6520, + "n_pred": 6674, + "n_ref": 6803 + }, + "9": { + "Dice": 0.8745475412730643, + "FN": 1094, + "FP": 1748, + "IoU": 0.7770630687166614, + "TN": 1038644, + "TP": 9906, + "n_pred": 11654, + "n_ref": 11000 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.12960235640648013, + "FN": 688, + "FP": 494, + "IoU": 0.06929133858267716, + "TN": 1400586, + "TP": 88, + "n_pred": 582, + "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": 0.7911522275936425, + "FN": 2871, + "FP": 3134, + "IoU": 0.6544680361355659, + "TN": 1384477, + "TP": 11374, + "n_pred": 14508, + "n_ref": 14245 + }, + "14": { + "Dice": 0.8807813004076605, + "FN": 2204, + "FP": 5926, + "IoU": 0.7869608511084325, + "TN": 1363694, + "TP": 30032, + "n_pred": 35958, + "n_ref": 32236 + }, + "15": { + "Dice": 0.5334218925850076, + "FN": 2132, + "FP": 23157, + "IoU": 0.3637187067555667, + "TN": 1362111, + "TP": 14456, + "n_pred": 37613, + "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": 0.8791070500369327, + "FN": 2334, + "FP": 2085, + "IoU": 0.7842917114126721, + "TN": 1381370, + "TP": 16067, + "n_pred": 18152, + "n_ref": 18401 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9586242165479347, + "FN": 2874, + "FP": 605, + "IoU": 0.9205363057033873, + "TN": 1358075, + "TP": 40302, + "n_pred": 40907, + "n_ref": 43176 + }, + "7": { + "Dice": 0.4959318093762108, + "FN": 1784, + "FP": 818, + "IoU": 0.3297269448737764, + "TN": 1397974, + "TP": 1280, + "n_pred": 2098, + "n_ref": 3064 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9410870006083959, + "FN": 1049, + "FP": 113, + "IoU": 0.8887292923489418, + "TN": 1216181, + "TP": 9281, + "n_pred": 9394, + "n_ref": 10330 + }, + "10": { + "Dice": 0.8115437243438238, + "FN": 178, + "FP": 2852, + "IoU": 0.682855348545112, + "TN": 1217070, + "TP": 6524, + "n_pred": 9376, + "n_ref": 6702 + }, + "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": 337, + "IoU": 0.0, + "TN": 1226287, + "TP": 0, + "n_pred": 337, + "n_ref": 0 + }, + "13": { + "Dice": 0.5902437501950626, + "FN": 12665, + "FP": 464, + "IoU": 0.418684967899048, + "TN": 1204039, + "TP": 9456, + "n_pred": 9920, + "n_ref": 22121 + }, + "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": 1328, + "IoU": 0.0, + "TN": 1225296, + "TP": 0, + "n_pred": 1328, + "n_ref": 0 + }, + "3": { + "Dice": 0.3109673536933955, + "FN": 5187, + "FP": 3973, + "IoU": 0.18410973545916096, + "TN": 1215397, + "TP": 2067, + "n_pred": 6040, + "n_ref": 7254 + }, + "4": { + "Dice": 0.618092172841197, + "FN": 3553, + "FP": 2024, + "IoU": 0.44727452923686817, + "TN": 1216534, + "TP": 4513, + "n_pred": 6537, + "n_ref": 8066 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 1226612, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "6": { + "Dice": 0.9822249446771407, + "FN": 1116, + "FP": 2105, + "IoU": 0.9650707585533806, + "TN": 1134409, + "TP": 88994, + "n_pred": 91099, + "n_ref": 90110 + }, + "7": { + "Dice": 0.769436082058285, + "FN": 6560, + "FP": 8298, + "IoU": 0.6252711223203027, + "TN": 1186974, + "TP": 24792, + "n_pred": 33090, + "n_ref": 31352 + }, + "8": { + "Dice": 0.7502266703863858, + "FN": 19652, + "FP": 8998, + "IoU": 0.6002901907166873, + "TN": 1154947, + "TP": 43027, + "n_pred": 52025, + "n_ref": 62679 + }, + "9": { + "Dice": 0.9551042961735047, + "FN": 703, + "FP": 922, + "IoU": 0.9140666314119513, + "TN": 1207714, + "TP": 17285, + "n_pred": 18207, + "n_ref": 17988 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 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": 56, + "IoU": 0.0, + "TN": 1401800, + "TP": 0, + "n_pred": 56, + "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": 0.8533322322239656, + "FN": 1900, + "FP": 1652, + "IoU": 0.7441843716240547, + "TN": 1387971, + "TP": 10333, + "n_pred": 11985, + "n_ref": 12233 + }, + "6": { + "Dice": 0.6283033620015637, + "FN": 1504, + "FP": 873, + "IoU": 0.4580483356133151, + "TN": 1397470, + "TP": 2009, + "n_pred": 2882, + "n_ref": 3513 + }, + "7": { + "Dice": 0.6447178002894356, + "FN": 904, + "FP": 1060, + "IoU": 0.47570742124933263, + "TN": 1398110, + "TP": 1782, + "n_pred": 2842, + "n_ref": 2686 + }, + "8": { + "Dice": 0.9535489388167613, + "FN": 391, + "FP": 1999, + "IoU": 0.9112217228186175, + "TN": 1374935, + "TP": 24531, + "n_pred": 26530, + "n_ref": 24922 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 0.0, + "FN": 0, + "FP": 3439, + "IoU": 0.0, + "TN": 1573649, + "TP": 0, + "n_pred": 3439, + "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": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1577085, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": 0.7087374220279561, + "FN": 2023, + "FP": 4374, + "IoU": 0.5488716502115656, + "TN": 1562908, + "TP": 7783, + "n_pred": 12157, + "n_ref": 9806 + }, + "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": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 1577009, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "6": { + "Dice": 0.9327731092436975, + "FN": 32, + "FP": 16, + "IoU": 0.8740157480314961, + "TN": 1576707, + "TP": 333, + "n_pred": 349, + "n_ref": 365 + }, + "7": { + "Dice": 0.14596554850407978, + "FN": 1, + "FP": 1883, + "IoU": 0.07872860635696821, + "TN": 1575043, + "TP": 161, + "n_pred": 2044, + "n_ref": 162 + }, + "8": { + "Dice": 0.9441340782122905, + "FN": 223, + "FP": 197, + "IoU": 0.8941798941798942, + "TN": 1573119, + "TP": 3549, + "n_pred": 3746, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8923744959900749, + "FN": 4297, + "FP": 561, + "IoU": 0.8056644531562525, + "TN": 1201626, + "TP": 20140, + "n_pred": 20701, + "n_ref": 24437 + }, + "10": { + "Dice": 0.0, + "FN": 614, + "FP": 0, + "IoU": 0.0, + "TN": 1226010, + "TP": 0, + "n_pred": 0, + "n_ref": 614 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.2761609907120743, + "FN": 1067, + "FP": 102, + "IoU": 0.16020114942528735, + "TN": 1225232, + "TP": 223, + "n_pred": 325, + "n_ref": 1290 + }, + "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": 0.9568545581071677, + "FN": 1386, + "FP": 2954, + "IoU": 0.9172781854569713, + "TN": 1174159, + "TP": 48125, + "n_pred": 51079, + "n_ref": 49511 + }, + "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": 0.9464785043056875, + "FN": 7067, + "FP": 1106, + "IoU": 0.8983950571240319, + "TN": 1146185, + "TP": 72266, + "n_pred": 73372, + "n_ref": 79333 + }, + "7": { + "Dice": 0.8743121155940085, + "FN": 2286, + "FP": 1985, + "IoU": 0.7766914148279829, + "TN": 1207498, + "TP": 14855, + "n_pred": 16840, + "n_ref": 17141 + }, + "8": { + "Dice": 0.6448620174542024, + "FN": 13167, + "FP": 384, + "IoU": 0.47586446971455093, + "TN": 1200770, + "TP": 12303, + "n_pred": 12687, + "n_ref": 25470 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1226620, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9668219680926161, + "FN": 392, + "FP": 313, + "IoU": 0.9357748018584313, + "TN": 1390879, + "TP": 10272, + "n_pred": 10585, + "n_ref": 10664 + }, + "10": { + "Dice": 0.8342610473702147, + "FN": 1913, + "FP": 2464, + "IoU": 0.7156499707659326, + "TN": 1386463, + "TP": 11016, + "n_pred": 13480, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6853969291081345, + "FN": 401, + "FP": 562, + "IoU": 0.5213717693836978, + "TN": 1399844, + "TP": 1049, + "n_pred": 1611, + "n_ref": 1450 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 137, + "IoU": 0.0, + "TN": 1401719, + "TP": 0, + "n_pred": 137, + "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": 1155, + "IoU": 0.0, + "TN": 1400701, + "TP": 0, + "n_pred": 1155, + "n_ref": 0 + }, + "3": { + "Dice": 0.9564988469193265, + "FN": 2085, + "FP": 2046, + "IoU": 0.9166246190485802, + "TN": 1352309, + "TP": 45416, + "n_pred": 47462, + "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": 0.8512691420180407, + "FN": 412, + "FP": 297, + "IoU": 0.7410518626734843, + "TN": 1399118, + "TP": 2029, + "n_pred": 2326, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 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": 0.03933178261788962, + "FN": 85, + "FP": 18087, + "IoU": 0.020060396893874028, + "TN": 1032848, + "TP": 372, + "n_pred": 18459, + "n_ref": 457 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 8708, + "IoU": 0.0, + "TN": 1042684, + "TP": 0, + "n_pred": 8708, + "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": 0.8994447871684146, + "FN": 1281, + "FP": 1001, + "IoU": 0.8172645739910314, + "TN": 1038904, + "TP": 10206, + "n_pred": 11207, + "n_ref": 11487 + }, + "6": { + "Dice": 0.6412213740458015, + "FN": 0, + "FP": 47, + "IoU": 0.47191011235955055, + "TN": 1051303, + "TP": 42, + "n_pred": 89, + "n_ref": 42 + }, + "7": { + "Dice": 0.2600896860986547, + "FN": 133, + "FP": 32, + "IoU": 0.14948453608247422, + "TN": 1051198, + "TP": 29, + "n_pred": 61, + "n_ref": 162 + }, + "8": { + "Dice": 0.9700809869497713, + "FN": 1329, + "FP": 810, + "IoU": 0.9419002607561929, + "TN": 1014576, + "TP": 34677, + "n_pred": 35487, + "n_ref": 36006 + }, + "9": { + "Dice": 0.8902918989832732, + "FN": 113, + "FP": 1225, + "IoU": 0.8022757499630561, + "TN": 1044625, + "TP": 5429, + "n_pred": 6654, + "n_ref": 5542 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 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": 11822, + "IoU": 0.0, + "TN": 1214802, + "TP": 0, + "n_pred": 11822, + "n_ref": 0 + }, + "15": { + "Dice": 0.9382601491300746, + "FN": 4075, + "FP": 3377, + "IoU": 0.883700605530932, + "TN": 1162548, + "TP": 56624, + "n_pred": 60001, + "n_ref": 60699 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.46845934337543754, + "FN": 1375.2755555555557, + "FP": 1454.4022222222222, + "IoU": 0.39261588264185626, + "TN": 1159210.2066666668, + "TP": 6173.44888888889, + "n_pred": 7627.851111111112, + "n_ref": 7548.724444444443 + }, + "mean": { + "1": { + "Dice": 0.37703409723587905, + "FN": 1519.2666666666667, + "FP": 2278.5333333333333, + "IoU": 0.3232877441085543, + "TN": 1159332.2333333334, + "TP": 5083.3, + "n_pred": 7361.833333333333, + "n_ref": 6602.566666666667 + }, + "10": { + "Dice": 0.5003182951336101, + "FN": 1323.3333333333333, + "FP": 2214.9333333333334, + "IoU": 0.41375362552383477, + "TN": 1159111.9666666666, + "TP": 5563.1, + "n_pred": 7778.033333333334, + "n_ref": 6886.433333333333 + }, + "11": { + "Dice": 0.26966972210657064, + "FN": 36.766666666666666, + "FP": 67.46666666666667, + "IoU": 0.2013920598290241, + "TN": 1167990.9333333333, + "TP": 118.16666666666667, + "n_pred": 185.63333333333333, + "n_ref": 154.93333333333334 + }, + "12": { + "Dice": 0.328160775791969, + "FN": 415.26666666666665, + "FP": 46.5, + "IoU": 0.23887182249074623, + "TN": 1167424.5, + "TP": 327.06666666666666, + "n_pred": 373.56666666666666, + "n_ref": 742.3333333333334 + }, + "13": { + "Dice": 0.3462692617135326, + "FN": 2485.1666666666665, + "FP": 1535.1666666666667, + "IoU": 0.26151163382632586, + "TN": 1160649.9666666666, + "TP": 3543.0333333333333, + "n_pred": 5078.2, + "n_ref": 6028.2 + }, + "14": { + "Dice": 0.5050228885486538, + "FN": 588.6333333333333, + "FP": 103.6, + "IoU": 0.42578833726936127, + "TN": 1166260.5333333334, + "TP": 1260.5666666666666, + "n_pred": 1364.1666666666667, + "n_ref": 1849.2 + }, + "15": { + "Dice": 0.47761500503005916, + "FN": 390.76666666666665, + "FP": 1916.9333333333334, + "IoU": 0.40306233055824003, + "TN": 1163136.7, + "TP": 2768.9333333333334, + "n_pred": 4685.866666666667, + "n_ref": 3159.7 + }, + "2": { + "Dice": 0.4860720148523984, + "FN": 2569.0, + "FP": 918.8666666666667, + "IoU": 0.4225318711716064, + "TN": 1158271.7666666666, + "TP": 6453.7, + "n_pred": 7372.566666666667, + "n_ref": 9022.7 + }, + "3": { + "Dice": 0.3109182660779591, + "FN": 664.1, + "FP": 2552.6666666666665, + "IoU": 0.2705532192152838, + "TN": 1162306.1, + "TP": 2690.4666666666667, + "n_pred": 5243.133333333333, + "n_ref": 3354.5666666666666 + }, + "4": { + "Dice": 0.23259409569352116, + "FN": 547.3333333333334, + "FP": 400.1, + "IoU": 0.18505223990669328, + "TN": 1166270.8, + "TP": 995.1, + "n_pred": 1395.2, + "n_ref": 1542.4333333333334 + }, + "5": { + "Dice": 0.5756600701774408, + "FN": 449.56666666666666, + "FP": 99.46666666666667, + "IoU": 0.45301892334129085, + "TN": 1166866.6333333333, + "TP": 797.6666666666666, + "n_pred": 897.1333333333333, + "n_ref": 1247.2333333333333 + }, + "6": { + "Dice": 0.6970667929928768, + "FN": 3186.8333333333335, + "FP": 4272.433333333333, + "IoU": 0.6430614995393145, + "TN": 1119396.0666666667, + "TP": 41358.0, + "n_pred": 45630.433333333334, + "n_ref": 44544.833333333336 + }, + "7": { + "Dice": 0.49517006526195584, + "FN": 3421.9, + "FP": 3121.0, + "IoU": 0.4063028091621017, + "TN": 1153857.0666666667, + "TP": 7813.366666666667, + "n_pred": 10934.366666666667, + "n_ref": 11235.266666666666 + }, + "8": { + "Dice": 0.7746194824001693, + "FN": 1920.8666666666666, + "FP": 984.5333333333333, + "IoU": 0.7023527125814116, + "TN": 1156342.1666666667, + "TP": 8965.766666666666, + "n_pred": 9950.3, + "n_ref": 10886.633333333333 + }, + "9": { + "Dice": 0.6506993176149671, + "FN": 1110.3333333333333, + "FP": 1303.8333333333333, + "IoU": 0.5386974111040549, + "TN": 1160935.6666666667, + "TP": 4863.5, + "n_pred": 6167.333333333333, + "n_ref": 5973.833333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.3659742828882295, + "FN": 220, + "FP": 421, + "IoU": 0.22397094430992737, + "TN": 1050566, + "TP": 185, + "n_pred": 606, + "n_ref": 405 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1257, + "IoU": 0.0, + "TN": 1050135, + "TP": 0, + "n_pred": 1257, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 76, + "IoU": 0.0, + "TN": 1051316, + "TP": 0, + "n_pred": 76, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 1051360, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 479, + "FP": 5011, + "IoU": 0.0, + "TN": 1045902, + "TP": 0, + "n_pred": 5011, + "n_ref": 479 + }, + "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": 271, + "IoU": 0.0, + "TN": 1051121, + "TP": 0, + "n_pred": 271, + "n_ref": 0 + }, + "5": { + "Dice": 0.3789590664937951, + "FN": 3005, + "FP": 348, + "IoU": 0.23377513711151737, + "TN": 1047016, + "TP": 1023, + "n_pred": 1371, + "n_ref": 4028 + }, + "6": { + "Dice": 0.9444438695791642, + "FN": 3563, + "FP": 1806, + "IoU": 0.8947358102146848, + "TN": 1000387, + "TP": 45636, + "n_pred": 47442, + "n_ref": 49199 + }, + "7": { + "Dice": 0.4647214361924201, + "FN": 6444, + "FP": 5095, + "IoU": 0.3026951897510273, + "TN": 1034844, + "TP": 5009, + "n_pred": 10104, + "n_ref": 11453 + }, + "8": { + "Dice": 0.9623472668810289, + "FN": 1527, + "FP": 815, + "IoU": 0.9274271017322054, + "TN": 1019121, + "TP": 29929, + "n_pred": 30744, + "n_ref": 31456 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9710849818228645, + "FN": 697, + "FP": 2222, + "IoU": 0.9437951285260422, + "TN": 1174689, + "TP": 49016, + "n_pred": 51238, + "n_ref": 49713 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1253, + "IoU": 0.0, + "TN": 1225371, + "TP": 0, + "n_pred": 1253, + "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": 0.9156699931439019, + "FN": 4222, + "FP": 206, + "IoU": 0.8444569341014473, + "TN": 1198156, + "TP": 24040, + "n_pred": 24246, + "n_ref": 28262 + }, + "8": { + "Dice": 0.7935517420696828, + "FN": 62, + "FP": 732, + "IoU": 0.6577586206896552, + "TN": 1224304, + "TP": 1526, + "n_pred": 2258, + "n_ref": 1588 + }, + "9": { + "Dice": 0.5263888888888889, + "FN": 656, + "FP": 26, + "IoU": 0.35721017907634306, + "TN": 1225563, + "TP": 379, + "n_pred": 405, + "n_ref": 1035 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7012607345148912, + "FN": 2064, + "FP": 1206, + "IoU": 0.539954980303883, + "TN": 869052, + "TP": 3838, + "n_pred": 5044, + "n_ref": 5902 + }, + "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": 10, + "IoU": 0.0, + "TN": 876150, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 2980, + "FP": 0, + "IoU": 0.0, + "TN": 873180, + "TP": 0, + "n_pred": 0, + "n_ref": 2980 + }, + "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": 0.6649093904448106, + "FN": 993, + "FP": 24, + "IoU": 0.4980256663376111, + "TN": 874134, + "TP": 1009, + "n_pred": 1033, + "n_ref": 2002 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2946, + "IoU": 0.0, + "TN": 873214, + "TP": 0, + "n_pred": 2946, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6173945502053005, + "FN": 2768, + "FP": 307, + "IoU": 0.44654427645788336, + "TN": 870604, + "TP": 2481, + "n_pred": 2788, + "n_ref": 5249 + }, + "6": { + "Dice": 0.9910816373199177, + "FN": 2047, + "FP": 1034, + "IoU": 0.9823209428830463, + "TN": 701886, + "TP": 171193, + "n_pred": 172227, + "n_ref": 173240 + }, + "7": { + "Dice": 0.7766804417361257, + "FN": 9132, + "FP": 433, + "IoU": 0.6348957935720284, + "TN": 849962, + "TP": 16633, + "n_pred": 17066, + "n_ref": 25765 + }, + "8": { + "Dice": 0.8053584718432151, + "FN": 13661, + "FP": 2031, + "IoU": 0.6741423706287898, + "TN": 828004, + "TP": 32464, + "n_pred": 34495, + "n_ref": 46125 + }, + "9": { + "Dice": 0.05302295505981248, + "FN": 5525, + "FP": 333, + "IoU": 0.02723347725008303, + "TN": 870138, + "TP": 164, + "n_pred": 497, + "n_ref": 5689 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0016.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": 0, + "FP": 1270, + "IoU": 0.0, + "TN": 1400586, + "TP": 0, + "n_pred": 1270, + "n_ref": 0 + }, + "14": { + "Dice": 0.26720647773279355, + "FN": 138, + "FP": 43, + "IoU": 0.1542056074766355, + "TN": 1401642, + "TP": 33, + "n_pred": 76, + "n_ref": 171 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 8753, + "IoU": 0.0, + "TN": 1393103, + "TP": 0, + "n_pred": 8753, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 1280, + "FP": 0, + "IoU": 0.0, + "TN": 1400576, + "TP": 0, + "n_pred": 0, + "n_ref": 1280 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 901, + "IoU": 0.0, + "TN": 1400955, + "TP": 0, + "n_pred": 901, + "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": 0.9774250038069133, + "FN": 3238, + "FP": 320, + "IoU": 0.9558467666877629, + "TN": 1321273, + "TP": 77025, + "n_pred": 77345, + "n_ref": 80263 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7532227143518212, + "FN": 3552, + "FP": 181, + "IoU": 0.604135737009544, + "TN": 1392426, + "TP": 5697, + "n_pred": 5878, + "n_ref": 9249 + }, + "9": { + "Dice": 0.704876890727803, + "FN": 378, + "FP": 3973, + "IoU": 0.544254739708809, + "TN": 1392309, + "TP": 5196, + "n_pred": 9169, + "n_ref": 5574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.7681394310948254, + "FN": 4925, + "FP": 4946, + "IoU": 0.6235603691556708, + "TN": 1025170, + "TP": 16351, + "n_pred": 21297, + "n_ref": 21276 + }, + "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": 0.004857316332726169, + "FN": 271, + "FP": 1368, + "IoU": 0.002434570906877663, + "TN": 1049749, + "TP": 4, + "n_pred": 1372, + "n_ref": 275 + }, + "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": 0.97491269905063, + "FN": 1696, + "FP": 1113, + "IoU": 0.951053337747652, + "TN": 994003, + "TP": 54580, + "n_pred": 55693, + "n_ref": 56276 + }, + "7": { + "Dice": 0.5868225122087903, + "FN": 20032, + "FP": 612, + "IoU": 0.41525039655563106, + "TN": 1016088, + "TP": 14660, + "n_pred": 15272, + "n_ref": 34692 + }, + "8": { + "Dice": 0.9208435207823961, + "FN": 149, + "FP": 369, + "IoU": 0.8532993486264514, + "TN": 1047861, + "TP": 3013, + "n_pred": 3382, + "n_ref": 3162 + }, + "9": { + "Dice": 0.8284993694829761, + "FN": 34, + "FP": 238, + "IoU": 0.7072120559741658, + "TN": 1050463, + "TP": 657, + "n_pred": 895, + "n_ref": 691 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 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": 0.0447313811390362, + "FN": 24858, + "FP": 0, + "IoU": 0.022877358490566036, + "TN": 1025952, + "TP": 582, + "n_pred": 582, + "n_ref": 25440 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 25693, + "IoU": 0.0, + "TN": 1025699, + "TP": 0, + "n_pred": 25693, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6627865052794232, + "FN": 580, + "FP": 5967, + "IoU": 0.49564748478545567, + "TN": 1213643, + "TP": 6434, + "n_pred": 12401, + "n_ref": 7014 + }, + "10": { + "Dice": 0.4943253467843632, + "FN": 6215, + "FP": 3810, + "IoU": 0.32830820770519265, + "TN": 1211699, + "TP": 4900, + "n_pred": 8710, + "n_ref": 11115 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.23012820512820512, + "FN": 2352, + "FP": 50, + "IoU": 0.13002535313292285, + "TN": 1223863, + "TP": 359, + "n_pred": 409, + "n_ref": 2711 + }, + "13": { + "Dice": 0.5769171304885591, + "FN": 8547, + "FP": 2399, + "IoU": 0.4053995328371992, + "TN": 1208215, + "TP": 7463, + "n_pred": 9862, + "n_ref": 16010 + }, + "14": { + "Dice": 0.9230622496343868, + "FN": 2015, + "FP": 405, + "IoU": 0.8571175532857058, + "TN": 1209687, + "TP": 14517, + "n_pred": 14922, + "n_ref": 16532 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 28418, + "IoU": 0.0, + "TN": 1198206, + "TP": 0, + "n_pred": 28418, + "n_ref": 0 + }, + "2": { + "Dice": 0.6732651963421195, + "FN": 21111, + "FP": 6222, + "IoU": 0.5074602659747, + "TN": 1171130, + "TP": 28161, + "n_pred": 34383, + "n_ref": 49272 + }, + "3": { + "Dice": 0.7288880509962413, + "FN": 2579, + "FP": 20430, + "IoU": 0.5734255362539165, + "TN": 1172685, + "TP": 30930, + "n_pred": 51360, + "n_ref": 33509 + }, + "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": 265, + "IoU": 0.0, + "TN": 1226359, + "TP": 0, + "n_pred": 265, + "n_ref": 0 + }, + "7": { + "Dice": 0.9604522318814468, + "FN": 828, + "FP": 928, + "IoU": 0.9239135144503662, + "TN": 1203545, + "TP": 21323, + "n_pred": 22251, + "n_ref": 22151 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8059483178937104, + "FN": 318, + "FP": 478, + "IoU": 0.6749693752552062, + "TN": 1224175, + "TP": 1653, + "n_pred": 2131, + "n_ref": 1971 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 8627, + "IoU": 0.0, + "TN": 1042765, + "TP": 0, + "n_pred": 8627, + "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": 0.39968797230754227, + "FN": 3871, + "FP": 8442, + "IoU": 0.24975627589568608, + "TN": 1034980, + "TP": 4099, + "n_pred": 12541, + "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": 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": 1524, + "IoU": 0.0, + "TN": 1049868, + "TP": 0, + "n_pred": 1524, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1181, + "IoU": 0.0, + "TN": 1050211, + "TP": 0, + "n_pred": 1181, + "n_ref": 0 + }, + "8": { + "Dice": 0.7810972545795075, + "FN": 721, + "FP": 8863, + "IoU": 0.6408199977513773, + "TN": 1024709, + "TP": 17099, + "n_pred": 25962, + "n_ref": 17820 + }, + "9": { + "Dice": 0.16909620991253643, + "FN": 155, + "FP": 130, + "IoU": 0.09235668789808917, + "TN": 1051078, + "TP": 29, + "n_pred": 159, + "n_ref": 184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 0.8266771185741398, + "FN": 3070, + "FP": 5332, + "IoU": 0.7045606385597243, + "TN": 1198185, + "TP": 20037, + "n_pred": 25369, + "n_ref": 23107 + }, + "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": 0.7496867010877738, + "FN": 14619, + "FP": 5355, + "IoU": 0.599599077879122, + "TN": 1176739, + "TP": 29911, + "n_pred": 35266, + "n_ref": 44530 + }, + "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": 0.8590659851809694, + "FN": 9645, + "FP": 3232, + "IoU": 0.7529497534677589, + "TN": 1174501, + "TP": 39246, + "n_pred": 42478, + "n_ref": 48891 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4878, + "IoU": 0.0, + "TN": 1221746, + "TP": 0, + "n_pred": 4878, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 62, + "FP": 1156, + "IoU": 0.0, + "TN": 1225406, + "TP": 0, + "n_pred": 1156, + "n_ref": 62 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8932249702234989, + "FN": 3776, + "FP": 2320, + "IoU": 0.8070519718933975, + "TN": 1195030, + "TP": 25498, + "n_pred": 27818, + "n_ref": 29274 + }, + "7": { + "Dice": 0.536252370280986, + "FN": 22627, + "FP": 4275, + "IoU": 0.36635575654795555, + "TN": 1184168, + "TP": 15554, + "n_pred": 19829, + "n_ref": 38181 + }, + "8": { + "Dice": 0.0, + "FN": 12, + "FP": 10, + "IoU": 0.0, + "TN": 1226602, + "TP": 0, + "n_pred": 10, + "n_ref": 12 + }, + "9": { + "Dice": 0.6831238779174147, + "FN": 1155, + "FP": 1669, + "IoU": 0.5187457396046353, + "TN": 1220756, + "TP": 3044, + "n_pred": 4713, + "n_ref": 4199 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0057.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": 0.8718716577540107, + "FN": 9029, + "FP": 1154, + "IoU": 0.7728479332574896, + "TN": 831331, + "TP": 34646, + "n_pred": 35800, + "n_ref": 43675 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1232, + "IoU": 0.0, + "TN": 874928, + "TP": 0, + "n_pred": 1232, + "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": 0.963912548573223, + "FN": 2887, + "FP": 1710, + "IoU": 0.9303389856192511, + "TN": 810169, + "TP": 61394, + "n_pred": 63104, + "n_ref": 64281 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8896743246654885, + "FN": 776, + "FP": 1409, + "IoU": 0.8012733060482037, + "TN": 1566093, + "TP": 8810, + "n_pred": 10219, + "n_ref": 9586 + }, + "11": { + "Dice": 0.7419049422457867, + "FN": 511, + "FP": 852, + "IoU": 0.5897049969897652, + "TN": 1573766, + "TP": 1959, + "n_pred": 2811, + "n_ref": 2470 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8046244188891608, + "FN": 844, + "FP": 5544, + "IoU": 0.6731143178794392, + "TN": 1557546, + "TP": 13154, + "n_pred": 18698, + "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": 0.9060887512899897, + "FN": 439, + "FP": 198, + "IoU": 0.8283018867924529, + "TN": 1573378, + "TP": 3073, + "n_pred": 3271, + "n_ref": 3512 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 251, + "IoU": 0.0, + "TN": 1576837, + "TP": 0, + "n_pred": 251, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 1577057, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "5": { + "Dice": 0.8254592183838536, + "FN": 3326, + "FP": 1292, + "IoU": 0.7027931522718497, + "TN": 1561550, + "TP": 10920, + "n_pred": 12212, + "n_ref": 14246 + }, + "6": { + "Dice": 0.889283679794537, + "FN": 4872, + "FP": 6595, + "IoU": 0.8006397885915958, + "TN": 1519569, + "TP": 46052, + "n_pred": 52647, + "n_ref": 50924 + }, + "7": { + "Dice": 0.8266045776040065, + "FN": 1874, + "FP": 2073, + "IoU": 0.7044552602021714, + "TN": 1563733, + "TP": 9408, + "n_pred": 11481, + "n_ref": 11282 + }, + "8": { + "Dice": 0.9329613794956496, + "FN": 3011, + "FP": 5472, + "IoU": 0.8743464028084312, + "TN": 1509577, + "TP": 59028, + "n_pred": 64500, + "n_ref": 62039 + }, + "9": { + "Dice": 0.7788291731463666, + "FN": 8727, + "FP": 8055, + "IoU": 0.6377725016188215, + "TN": 1530758, + "TP": 29548, + "n_pred": 37603, + "n_ref": 38275 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 102, + "FP": 1, + "IoU": 0.0, + "TN": 1051289, + "TP": 0, + "n_pred": 1, + "n_ref": 102 + }, + "10": { + "Dice": 0.8265984254024624, + "FN": 6741, + "FP": 6540, + "IoU": 0.7044463236603169, + "TN": 1006456, + "TP": 31655, + "n_pred": 38195, + "n_ref": 38396 + }, + "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": 0.8762973557780467, + "FN": 1442, + "FP": 1931, + "IoU": 0.7798302872062663, + "TN": 1036072, + "TP": 11947, + "n_pred": 13878, + "n_ref": 13389 + }, + "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": 0.8857151305479168, + "FN": 1294, + "FP": 2571, + "IoU": 0.7948731557159537, + "TN": 1032550, + "TP": 14977, + "n_pred": 17548, + "n_ref": 16271 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9657224047597904, + "FN": 3925, + "FP": 1479, + "IoU": 0.933716836953722, + "TN": 969863, + "TP": 76125, + "n_pred": 77604, + "n_ref": 80050 + }, + "7": { + "Dice": 0.8541487973149356, + "FN": 339, + "FP": 3572, + "IoU": 0.745427325392176, + "TN": 1036029, + "TP": 11452, + "n_pred": 15024, + "n_ref": 11791 + }, + "8": { + "Dice": 0.8233236151603499, + "FN": 177, + "FP": 429, + "IoU": 0.6997026759167493, + "TN": 1049374, + "TP": 1412, + "n_pred": 1841, + "n_ref": 1589 + }, + "9": { + "Dice": 0.7698761096478393, + "FN": 1238, + "FP": 1121, + "IoU": 0.6258524980174465, + "TN": 1045087, + "TP": 3946, + "n_pred": 5067, + "n_ref": 5184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 437, + "FP": 430, + "IoU": 0.0, + "TN": 1225757, + "TP": 0, + "n_pred": 430, + "n_ref": 437 + }, + "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": 0, + "FP": 9, + "IoU": 0.0, + "TN": 1226615, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 228, + "IoU": 0.0, + "TN": 1226396, + "TP": 0, + "n_pred": 228, + "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": 60, + "IoU": 0.0, + "TN": 1226564, + "TP": 0, + "n_pred": 60, + "n_ref": 0 + }, + "3": { + "Dice": 0.9473376243417203, + "FN": 232, + "FP": 308, + "IoU": 0.8999444135630906, + "TN": 1221227, + "TP": 4857, + "n_pred": 5165, + "n_ref": 5089 + }, + "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": 5, + "IoU": 0.0, + "TN": 1226619, + "TP": 0, + "n_pred": 5, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9822534360368524, + "FN": 409, + "FP": 61, + "IoU": 0.9651257698300809, + "TN": 1213147, + "TP": 13007, + "n_pred": 13068, + "n_ref": 13416 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.46153846153846156, + "FN": 5, + "FP": 2, + "IoU": 0.3, + "TN": 1226614, + "TP": 3, + "n_pred": 5, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7092198581560284, + "FN": 73, + "FP": 50, + "IoU": 0.5494505494505495, + "TN": 1226351, + "TP": 150, + "n_pred": 200, + "n_ref": 223 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1226619, + "TP": 0, + "n_pred": 5, + "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": 0.6961325966850829, + "FN": 18, + "FP": 147, + "IoU": 0.5338983050847458, + "TN": 1226270, + "TP": 189, + "n_pred": 336, + "n_ref": 207 + }, + "6": { + "Dice": 0.9687705681955802, + "FN": 1629, + "FP": 4302, + "IoU": 0.9394326212164535, + "TN": 1128700, + "TP": 91993, + "n_pred": 96295, + "n_ref": 93622 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7860244611768455, + "FN": 1403, + "FP": 3968, + "IoU": 0.6474796534523497, + "TN": 1211388, + "TP": 9865, + "n_pred": 13833, + "n_ref": 11268 + }, + "9": { + "Dice": 0.8034202768631372, + "FN": 10825, + "FP": 578, + "IoU": 0.6714306295922777, + "TN": 1191919, + "TP": 23302, + "n_pred": 23880, + "n_ref": 34127 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.6371383273880301, + "FN": 9312, + "FP": 1674, + "IoU": 0.46750036353060925, + "TN": 1030761, + "TP": 9645, + "n_pred": 11319, + "n_ref": 18957 + }, + "15": { + "Dice": 0.6587736789631107, + "FN": 682, + "FP": 2056, + "IoU": 0.49117264448987175, + "TN": 1046011, + "TP": 2643, + "n_pred": 4699, + "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": 0.30332025643479094, + "FN": 1764, + "FP": 5517, + "IoU": 0.17877284006316263, + "TN": 1042526, + "TP": 1585, + "n_pred": 7102, + "n_ref": 3349 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7958952488838542, + "FN": 645, + "FP": 2418, + "IoU": 0.6609850581073603, + "TN": 1042357, + "TP": 5972, + "n_pred": 8390, + "n_ref": 6617 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 0.7093235831809872, + "FN": 202, + "FP": 116, + "IoU": 0.5495750708215298, + "TN": 1225918, + "TP": 388, + "n_pred": 504, + "n_ref": 590 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 154, + "IoU": 0.0, + "TN": 1226470, + "TP": 0, + "n_pred": 154, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6615802140406575, + "FN": 10982, + "FP": 2236, + "IoU": 0.494299487336445, + "TN": 1200486, + "TP": 12920, + "n_pred": 15156, + "n_ref": 23902 + }, + "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": 31, + "FP": 9, + "IoU": 0.0, + "TN": 1226584, + "TP": 0, + "n_pred": 9, + "n_ref": 31 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1226619, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "6": { + "Dice": 0.8803394483128013, + "FN": 1060, + "FP": 13238, + "IoU": 0.7862556620274169, + "TN": 1159731, + "TP": 52595, + "n_pred": 65833, + "n_ref": 53655 + }, + "7": { + "Dice": 0.8106046580516163, + "FN": 593, + "FP": 4522, + "IoU": 0.6815266795342756, + "TN": 1210563, + "TP": 10946, + "n_pred": 15468, + "n_ref": 11539 + }, + "8": { + "Dice": 0.9527562221060673, + "FN": 154, + "FP": 1021, + "IoU": 0.9097750134377639, + "TN": 1213601, + "TP": 11848, + "n_pred": 12869, + "n_ref": 12002 + }, + "9": { + "Dice": 0.7889333397599653, + "FN": 31, + "FP": 8727, + "IoU": 0.6514367587359707, + "TN": 1201498, + "TP": 16368, + "n_pred": 25095, + "n_ref": 16399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0156.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": 568, + "IoU": 0.0, + "TN": 1050824, + "TP": 0, + "n_pred": 568, + "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": 4, + "IoU": 0.0, + "TN": 1051388, + "TP": 0, + "n_pred": 4, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0984021002819823, + "FN": 27727, + "FP": 90, + "IoU": 0.05174705982614624, + "TN": 1197289, + "TP": 1518, + "n_pred": 1608, + "n_ref": 29245 + }, + "10": { + "Dice": 0.723455549974887, + "FN": 926, + "FP": 1827, + "IoU": 0.5667296191375512, + "TN": 1220270, + "TP": 3601, + "n_pred": 5428, + "n_ref": 4527 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 1226566, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "12": { + "Dice": 0.4147046674927716, + "FN": 2772, + "FP": 62, + "IoU": 0.26159458051068263, + "TN": 1222786, + "TP": 1004, + "n_pred": 1066, + "n_ref": 3776 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 120, + "IoU": 0.0, + "TN": 1226504, + "TP": 0, + "n_pred": 120, + "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": 12657, + "IoU": 0.0, + "TN": 1213967, + "TP": 0, + "n_pred": 12657, + "n_ref": 0 + }, + "3": { + "Dice": 0.3357354392892399, + "FN": 13441, + "FP": 17, + "IoU": 0.20173201257488582, + "TN": 1209765, + "TP": 3401, + "n_pred": 3418, + "n_ref": 16842 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8644357596482658, + "FN": 718, + "FP": 392, + "IoU": 0.7612389761238976, + "TN": 1221975, + "TP": 3539, + "n_pred": 3931, + "n_ref": 4257 + }, + "6": { + "Dice": 0.6303209404402338, + "FN": 6647, + "FP": 27379, + "IoU": 0.4601960846527271, + "TN": 1163590, + "TP": 29008, + "n_pred": 56387, + "n_ref": 35655 + }, + "7": { + "Dice": 0.12416107382550336, + "FN": 522, + "FP": 0, + "IoU": 0.06618962432915922, + "TN": 1226065, + "TP": 37, + "n_pred": 37, + "n_ref": 559 + }, + "8": { + "Dice": 0.9627031841460699, + "FN": 131, + "FP": 539, + "IoU": 0.9280884404851347, + "TN": 1217307, + "TP": 8647, + "n_pred": 9186, + "n_ref": 8778 + }, + "9": { + "Dice": 0.8638332274643414, + "FN": 662, + "FP": 4054, + "IoU": 0.7603049555273189, + "TN": 1206949, + "TP": 14959, + "n_pred": 19013, + "n_ref": 15621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 0.6775510204081633, + "FN": 6323, + "FP": 12637, + "IoU": 0.5123456790123457, + "TN": 1362976, + "TP": 19920, + "n_pred": 32557, + "n_ref": 26243 + }, + "11": { + "Dice": 0.6842446509617462, + "FN": 579, + "FP": 882, + "IoU": 0.5200394218134035, + "TN": 1398812, + "TP": 1583, + "n_pred": 2465, + "n_ref": 2162 + }, + "12": { + "Dice": 0.6841437632135307, + "FN": 1359, + "FP": 135, + "IoU": 0.5199228791773779, + "TN": 1398744, + "TP": 1618, + "n_pred": 1753, + "n_ref": 2977 + }, + "13": { + "Dice": 0.0997191011235955, + "FN": 2634, + "FP": 5058, + "IoU": 0.0524759793052476, + "TN": 1393738, + "TP": 426, + "n_pred": 5484, + "n_ref": 3060 + }, + "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": 0.966031319202784, + "FN": 906, + "FP": 812, + "IoU": 0.9342945653421043, + "TN": 1375709, + "TP": 24429, + "n_pred": 25241, + "n_ref": 25335 + }, + "3": { + "Dice": 0.95005359056806, + "FN": 932, + "FP": 699, + "IoU": 0.9048591261739486, + "TN": 1384713, + "TP": 15512, + "n_pred": 16211, + "n_ref": 16444 + }, + "4": { + "Dice": 0.0, + "FN": 1709, + "FP": 0, + "IoU": 0.0, + "TN": 1400147, + "TP": 0, + "n_pred": 0, + "n_ref": 1709 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6647162014884924, + "FN": 50941, + "FP": 6588, + "IoU": 0.49780893187611297, + "TN": 1287300, + "TP": 57027, + "n_pred": 63615, + "n_ref": 107968 + }, + "7": { + "Dice": 0.06310950792460057, + "FN": 19421, + "FP": 39278, + "IoU": 0.03258289933416837, + "TN": 1341180, + "TP": 1977, + "n_pred": 41255, + "n_ref": 21398 + }, + "8": { + "Dice": 0.9605762231332133, + "FN": 781, + "FP": 248, + "IoU": 0.9241430151124217, + "TN": 1388291, + "TP": 12536, + "n_pred": 12784, + "n_ref": 13317 + }, + "9": { + "Dice": 0.8852677975156938, + "FN": 1953, + "FP": 2342, + "IoU": 0.7941528876108316, + "TN": 1380991, + "TP": 16570, + "n_pred": 18912, + "n_ref": 18523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 22, + "FP": 0, + "IoU": 0.0, + "TN": 1051370, + "TP": 0, + "n_pred": 0, + "n_ref": 22 + }, + "10": { + "Dice": 0.7049687864792163, + "FN": 494, + "FP": 5319, + "IoU": 0.5443643204263992, + "TN": 1038634, + "TP": 6945, + "n_pred": 12264, + "n_ref": 7439 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6751029120292728, + "FN": 2013, + "FP": 118, + "IoU": 0.5095512082853855, + "TN": 1047047, + "TP": 2214, + "n_pred": 2332, + "n_ref": 4227 + }, + "13": { + "Dice": 0.23399113975030206, + "FN": 3107, + "FP": 697, + "IoU": 0.13249714937286203, + "TN": 1047007, + "TP": 581, + "n_pred": 1278, + "n_ref": 3688 + }, + "14": { + "Dice": 0.9200394866732478, + "FN": 67, + "FP": 14, + "IoU": 0.8519195612431444, + "TN": 1050845, + "TP": 466, + "n_pred": 480, + "n_ref": 533 + }, + "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": 763, + "IoU": 0.0, + "TN": 1050629, + "TP": 0, + "n_pred": 763, + "n_ref": 0 + }, + "3": { + "Dice": 0.15482502651113467, + "FN": 788, + "FP": 9, + "IoU": 0.0839080459770115, + "TN": 1050522, + "TP": 73, + "n_pred": 82, + "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": 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": 0.9541082164328657, + "FN": 105, + "FP": 353, + "IoU": 0.9122437248515041, + "TN": 1046173, + "TP": 4761, + "n_pred": 5114, + "n_ref": 4866 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 1051341, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 0.0, + "FN": 0, + "FP": 346, + "IoU": 0.0, + "TN": 1226278, + "TP": 0, + "n_pred": 346, + "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": 0.8362779740871613, + "FN": 2069, + "FP": 1267, + "IoU": 0.7186234817813765, + "TN": 1214768, + "TP": 8520, + "n_pred": 9787, + "n_ref": 10589 + }, + "14": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 1226621, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "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": 0.4042486330211803, + "FN": 9347, + "FP": 132, + "IoU": 0.25332808192201656, + "TN": 1213929, + "TP": 3216, + "n_pred": 3348, + "n_ref": 12563 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9517557980087045, + "FN": 1326, + "FP": 6766, + "IoU": 0.9079523609104663, + "TN": 1138713, + "TP": 79819, + "n_pred": 86585, + "n_ref": 81145 + }, + "7": { + "Dice": 0.5275701878408402, + "FN": 1312, + "FP": 3366, + "IoU": 0.35829903978052124, + "TN": 1219334, + "TP": 2612, + "n_pred": 5978, + "n_ref": 3924 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6304, + "IoU": 0.0, + "TN": 1220320, + "TP": 0, + "n_pred": 6304, + "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": 0.0, + "FN": 0, + "FP": 723, + "IoU": 0.0, + "TN": 1225901, + "TP": 0, + "n_pred": 723, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.8837209302325582, + "FN": 118, + "FP": 17, + "IoU": 0.7916666666666666, + "TN": 1225976, + "TP": 513, + "n_pred": 530, + "n_ref": 631 + }, + "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": 0.4048764837985242, + "FN": 1741, + "FP": 114, + "IoU": 0.25382139983909896, + "TN": 1224138, + "TP": 631, + "n_pred": 745, + "n_ref": 2372 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 468, + "IoU": 0.0, + "TN": 1226156, + "TP": 0, + "n_pred": 468, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 896, + "IoU": 0.0, + "TN": 1225728, + "TP": 0, + "n_pred": 896, + "n_ref": 0 + }, + "8": { + "Dice": 0.30988553102834804, + "FN": 29291, + "FP": 190, + "IoU": 0.18335180055401662, + "TN": 1190524, + "TP": 6619, + "n_pred": 6809, + "n_ref": 35910 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1, + "FP": 16, + "IoU": 0.0, + "TN": 1051375, + "TP": 0, + "n_pred": 16, + "n_ref": 1 + }, + "10": { + "Dice": 0.8753045644052195, + "FN": 2952, + "FP": 1654, + "IoU": 0.778259195070287, + "TN": 1030620, + "TP": 16166, + "n_pred": 17820, + "n_ref": 19118 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7736015084852295, + "FN": 1372, + "FP": 429, + "IoU": 0.6307913079130791, + "TN": 1046514, + "TP": 3077, + "n_pred": 3506, + "n_ref": 4449 + }, + "13": { + "Dice": 0.5379274877860633, + "FN": 151, + "FP": 1646, + "IoU": 0.3679212099894478, + "TN": 1048549, + "TP": 1046, + "n_pred": 2692, + "n_ref": 1197 + }, + "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": 0.9340231523074858, + "FN": 6060, + "FP": 329, + "IoU": 0.8762133570999554, + "TN": 999779, + "TP": 45224, + "n_pred": 45553, + "n_ref": 51284 + }, + "3": { + "Dice": 0.8778312267513194, + "FN": 1452, + "FP": 4821, + "IoU": 0.7822631030892051, + "TN": 1022582, + "TP": 22537, + "n_pred": 27358, + "n_ref": 23989 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 1051379, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0048484848484848485, + "FN": 3, + "FP": 818, + "IoU": 0.002430133657351154, + "TN": 1050569, + "TP": 2, + "n_pred": 820, + "n_ref": 5 + }, + "7": { + "Dice": 0.706881668450675, + "FN": 2279, + "FP": 6210, + "IoU": 0.546648865153538, + "TN": 1032667, + "TP": 10236, + "n_pred": 16446, + "n_ref": 12515 + }, + "8": { + "Dice": 0.969570707070707, + "FN": 217, + "FP": 265, + "IoU": 0.9409386104644039, + "TN": 1043231, + "TP": 7679, + "n_pred": 7944, + "n_ref": 7896 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5200547957785822, + "FN": 11801, + "FP": 50912, + "IoU": 0.3514013858723756, + "TN": 954702, + "TP": 33977, + "n_pred": 84889, + "n_ref": 45778 + }, + "10": { + "Dice": 0.7933565267121002, + "FN": 3338, + "FP": 5334, + "IoU": 0.6574904222125676, + "TN": 1026073, + "TP": 16647, + "n_pred": 21981, + "n_ref": 19985 + }, + "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": 0.23481368044920878, + "FN": 3588, + "FP": 909, + "IoU": 0.13302486986697512, + "TN": 1046205, + "TP": 690, + "n_pred": 1599, + "n_ref": 4278 + }, + "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": 10976, + "IoU": 0.0, + "TN": 1040416, + "TP": 0, + "n_pred": 10976, + "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": 0.04417433897228899, + "FN": 6, + "FP": 42144, + "IoU": 0.02258603098042853, + "TN": 1008268, + "TP": 974, + "n_pred": 43118, + "n_ref": 980 + }, + "7": { + "Dice": 0.8021215830273358, + "FN": 5452, + "FP": 368, + "IoU": 0.6696185286103542, + "TN": 1033776, + "TP": 11796, + "n_pred": 12164, + "n_ref": 17248 + }, + "8": { + "Dice": 0.9146151449049548, + "FN": 1685, + "FP": 1055, + "IoU": 0.8426643697961528, + "TN": 1033977, + "TP": 14675, + "n_pred": 15730, + "n_ref": 16360 + }, + "9": { + "Dice": 0.8890992696781174, + "FN": 852, + "FP": 1608, + "IoU": 0.8003408814219625, + "TN": 1039071, + "TP": 9861, + "n_pred": 11469, + "n_ref": 10713 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 116, + "IoU": 0.0, + "TN": 1401740, + "TP": 0, + "n_pred": 116, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 201, + "IoU": 0.0, + "TN": 1401655, + "TP": 0, + "n_pred": 201, + "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": 1183, + "IoU": 0.0, + "TN": 1400673, + "TP": 0, + "n_pred": 1183, + "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": 95, + "IoU": 0.0, + "TN": 1401761, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9005082831325302, + "FN": 1203, + "FP": 911, + "IoU": 0.8190223439773991, + "TN": 1390175, + "TP": 9567, + "n_pred": 10478, + "n_ref": 10770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9920833815270335, + "FN": 554, + "FP": 1910, + "IoU": 0.9842911242301758, + "TN": 1245002, + "TP": 154390, + "n_pred": 156300, + "n_ref": 154944 + }, + "7": { + "Dice": 0.000739137321155166, + "FN": 7, + "FP": 18920, + "IoU": 0.00036970529206718073, + "TN": 1382922, + "TP": 7, + "n_pred": 18927, + "n_ref": 14 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8564155053407868, + "FN": 3639, + "FP": 1832, + "IoU": 0.7488869509340432, + "TN": 1204837, + "TP": 16316, + "n_pred": 18148, + "n_ref": 19955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5039267015706806, + "FN": 2590, + "FP": 442, + "IoU": 0.336832895888014, + "TN": 1222052, + "TP": 1540, + "n_pred": 1982, + "n_ref": 4130 + }, + "13": { + "Dice": 0.3148936170212766, + "FN": 1145, + "FP": 465, + "IoU": 0.18686868686868688, + "TN": 1224644, + "TP": 370, + "n_pred": 835, + "n_ref": 1515 + }, + "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": 0.9199393688852143, + "FN": 493, + "FP": 88, + "IoU": 0.8517478948711406, + "TN": 1222705, + "TP": 3338, + "n_pred": 3426, + "n_ref": 3831 + }, + "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": 0.9633209376996543, + "FN": 676, + "FP": 1563, + "IoU": 0.9292373818779431, + "TN": 1194983, + "TP": 29402, + "n_pred": 30965, + "n_ref": 30078 + }, + "7": { + "Dice": 0.9590258269704357, + "FN": 5022, + "FP": 1600, + "IoU": 0.9212772533821536, + "TN": 1142506, + "TP": 77496, + "n_pred": 79096, + "n_ref": 82518 + }, + "8": { + "Dice": 0.9536261273280324, + "FN": 454, + "FP": 415, + "IoU": 0.9113627090983272, + "TN": 1216820, + "TP": 8935, + "n_pred": 9350, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8605757196495619, + "FN": 99, + "FP": 1572, + "IoU": 0.7552724077328646, + "TN": 1395028, + "TP": 5157, + "n_pred": 6729, + "n_ref": 5256 + }, + "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": 108, + "IoU": 0.0, + "TN": 1401748, + "TP": 0, + "n_pred": 108, + "n_ref": 0 + }, + "13": { + "Dice": 0.6152142877953559, + "FN": 13058, + "FP": 149, + "IoU": 0.44426677887649907, + "TN": 1378091, + "TP": 10558, + "n_pred": 10707, + "n_ref": 23616 + }, + "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": 0.922170142299812, + "FN": 778, + "FP": 1995, + "IoU": 0.8555804385188271, + "TN": 1382655, + "TP": 16428, + "n_pred": 18423, + "n_ref": 17206 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1272, + "IoU": 0.0, + "TN": 1400584, + "TP": 0, + "n_pred": 1272, + "n_ref": 0 + }, + "4": { + "Dice": 0.29733684518583553, + "FN": 1010, + "FP": 1391, + "IoU": 0.17463045720178755, + "TN": 1398947, + "TP": 508, + "n_pred": 1899, + "n_ref": 1518 + }, + "5": { + "Dice": 0.8180228862047044, + "FN": 1911, + "FP": 379, + "IoU": 0.6920801398413339, + "TN": 1394419, + "TP": 5147, + "n_pred": 5526, + "n_ref": 7058 + }, + "6": { + "Dice": 0.9772978661712433, + "FN": 6043, + "FP": 2413, + "IoU": 0.9556036247939265, + "TN": 1211390, + "TP": 182010, + "n_pred": 184423, + "n_ref": 188053 + }, + "7": { + "Dice": 0.48300536672629696, + "FN": 2530, + "FP": 71, + "IoU": 0.31839622641509435, + "TN": 1398040, + "TP": 1215, + "n_pred": 1286, + "n_ref": 3745 + }, + "8": { + "Dice": 0.9558178655126307, + "FN": 533, + "FP": 2540, + "IoU": 0.915374659212954, + "TN": 1365543, + "TP": 33240, + "n_pred": 35780, + "n_ref": 33773 + }, + "9": { + "Dice": 0.8609733778808708, + "FN": 801, + "FP": 5732, + "IoU": 0.7558852103729168, + "TN": 1375094, + "TP": 20229, + "n_pred": 25961, + "n_ref": 21030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0371.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": 0.7877136784121187, + "FN": 6124, + "FP": 967, + "IoU": 0.6497752753494345, + "TN": 1206377, + "TP": 13156, + "n_pred": 14123, + "n_ref": 19280 + }, + "15": { + "Dice": 0.845580415954627, + "FN": 10923, + "FP": 18264, + "IoU": 0.7324723416346621, + "TN": 1117525, + "TP": 79912, + "n_pred": 98176, + "n_ref": 90835 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9766605246994823, + "FN": 1518, + "FP": 610, + "IoU": 0.9543856640658492, + "TN": 1004740, + "TP": 44524, + "n_pred": 45134, + "n_ref": 46042 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1868, + "IoU": 0.0, + "TN": 1049524, + "TP": 0, + "n_pred": 1868, + "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": 0.6547540260313258, + "FN": 4695, + "FP": 0, + "IoU": 0.4867169563791407, + "TN": 1042245, + "TP": 4452, + "n_pred": 4452, + "n_ref": 9147 + }, + "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": 0.4489232468249586, + "FN": 1971, + "FP": 25, + "IoU": 0.2894268422926308, + "TN": 1048583, + "TP": 813, + "n_pred": 838, + "n_ref": 2784 + }, + "3": { + "Dice": 0.06008192990441511, + "FN": 6, + "FP": 2059, + "IoU": 0.030971374941342094, + "TN": 1049261, + "TP": 66, + "n_pred": 2125, + "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": 0.5590062111801242, + "FN": 71, + "FP": 0, + "IoU": 0.3879310344827586, + "TN": 1051276, + "TP": 45, + "n_pred": 45, + "n_ref": 116 + }, + "7": { + "Dice": 0.0, + "FN": 21, + "FP": 19, + "IoU": 0.0, + "TN": 1051352, + "TP": 0, + "n_pred": 19, + "n_ref": 21 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 1051352, + "TP": 0, + "n_pred": 40, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0392.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.5430605042301442, + "FN": 1353.0666666666666, + "FP": 1263.3555555555554, + "IoU": 0.4577581652260433, + "TN": 1118149.0111111111, + "TP": 6560.433333333333, + "n_pred": 7823.788888888888, + "n_ref": 7913.500000000001 + }, + "mean": { + "1": { + "Dice": 0.43816560594687604, + "FN": 593.0, + "FP": 699.9333333333333, + "IoU": 0.38277899856901687, + "TN": 1123240.4666666666, + "TP": 2792.4666666666667, + "n_pred": 3492.4, + "n_ref": 3385.4666666666667 + }, + "10": { + "Dice": 0.4588329098142485, + "FN": 1192.0666666666666, + "FP": 973.7333333333333, + "IoU": 0.35790594898442496, + "TN": 1123354.5, + "TP": 1805.5666666666666, + "n_pred": 2779.3, + "n_ref": 2997.633333333333 + }, + "11": { + "Dice": 0.6619285771632268, + "FN": 264.96666666666664, + "FP": 103.7, + "IoU": 0.5008557956663839, + "TN": 1126570.8, + "TP": 386.4, + "n_pred": 490.1, + "n_ref": 651.3666666666667 + }, + "12": { + "Dice": 0.22580571534505162, + "FN": 154.43333333333334, + "FP": 119.56666666666666, + "IoU": 0.16220620874644887, + "TN": 1126932.8333333333, + "TP": 119.03333333333333, + "n_pred": 238.6, + "n_ref": 273.46666666666664 + }, + "13": { + "Dice": 0.3993066653676783, + "FN": 1743.1333333333334, + "FP": 1696.6, + "IoU": 0.2900978710505034, + "TN": 1121116.7666666666, + "TP": 2769.366666666667, + "n_pred": 4465.966666666666, + "n_ref": 4512.5 + }, + "14": { + "Dice": 0.4202542381287454, + "FN": 1151.9, + "FP": 1358.7333333333333, + "IoU": 0.36014679246694725, + "TN": 1118480.6333333333, + "TP": 6334.6, + "n_pred": 7693.333333333333, + "n_ref": 7486.5 + }, + "15": { + "Dice": 0.4517665004471895, + "FN": 3566.266666666667, + "FP": 98.06666666666666, + "IoU": 0.3696378599665051, + "TN": 1118666.7, + "TP": 4994.833333333333, + "n_pred": 5092.9, + "n_ref": 8561.1 + }, + "2": { + "Dice": 0.6882742229165285, + "FN": 337.46666666666664, + "FP": 1243.5666666666666, + "IoU": 0.6524465640738945, + "TN": 1120123.4, + "TP": 5621.433333333333, + "n_pred": 6865.0, + "n_ref": 5958.9 + }, + "3": { + "Dice": 0.5187304984779102, + "FN": 1360.6, + "FP": 245.86666666666667, + "IoU": 0.4610071563323471, + "TN": 1122617.0666666667, + "TP": 3102.3333333333335, + "n_pred": 3348.2, + "n_ref": 4462.933333333333 + }, + "4": { + "Dice": 0.6119965631301777, + "FN": 1332.9, + "FP": 588.3, + "IoU": 0.5007353423565211, + "TN": 1121626.0333333334, + "TP": 3778.633333333333, + "n_pred": 4366.933333333333, + "n_ref": 5111.533333333334 + }, + "5": { + "Dice": 0.5922683902319417, + "FN": 394.43333333333334, + "FP": 355.8666666666667, + "IoU": 0.4830794289360128, + "TN": 1125277.5, + "TP": 1298.0666666666666, + "n_pred": 1653.9333333333334, + "n_ref": 1692.5 + }, + "6": { + "Dice": 0.7379143169320834, + "FN": 2314.633333333333, + "FP": 4476.2, + "IoU": 0.6829415733695956, + "TN": 1074204.8, + "TP": 46330.23333333333, + "n_pred": 50806.433333333334, + "n_ref": 48644.86666666667 + }, + "7": { + "Dice": 0.5271131551629243, + "FN": 3239.4333333333334, + "FP": 5431.833333333333, + "IoU": 0.4376719948259825, + "TN": 1110349.6, + "TP": 8305.0, + "n_pred": 13736.833333333334, + "n_ref": 11544.433333333332 + }, + "8": { + "Dice": 0.7548596880885632, + "FN": 781.0333333333333, + "FP": 989.5, + "IoU": 0.6704926858443622, + "TN": 1119730.3333333333, + "TP": 5825.0, + "n_pred": 6814.5, + "n_ref": 6606.033333333334 + }, + "9": { + "Dice": 0.6586905162990172, + "FN": 1869.7333333333333, + "FP": 568.8666666666667, + "IoU": 0.5543682572017029, + "TN": 1119943.7333333334, + "TP": 4943.533333333334, + "n_pred": 5512.4, + "n_ref": 6813.266666666666 + } + }, + "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": 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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 0.0, + "FN": 0, + "FP": 5139, + "IoU": 0.0, + "TN": 1221485, + "TP": 0, + "n_pred": 5139, + "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": 0.48476454293628807, + "FN": 238, + "FP": 134, + "IoU": 0.31992687385740404, + "TN": 1226077, + "TP": 175, + "n_pred": 309, + "n_ref": 413 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 510, + "IoU": 0.0, + "TN": 1226114, + "TP": 0, + "n_pred": 510, + "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": 0.6193904487640989, + "FN": 1903, + "FP": 1269, + "IoU": 0.4486354945245959, + "TN": 1220871, + "TP": 2581, + "n_pred": 3850, + "n_ref": 4484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9714715386022313, + "FN": 3767, + "FP": 3252, + "IoU": 0.9445256743619939, + "TN": 1100097, + "TP": 119508, + "n_pred": 122760, + "n_ref": 123275 + }, + "7": { + "Dice": 0.7105875592587272, + "FN": 2125, + "FP": 7948, + "IoU": 0.551094077276171, + "TN": 1204185, + "TP": 12366, + "n_pred": 20314, + "n_ref": 14491 + }, + "8": { + "Dice": 0.7022116903633492, + "FN": 1663, + "FP": 11155, + "IoU": 0.5410833840535606, + "TN": 1198693, + "TP": 15113, + "n_pred": 26268, + "n_ref": 16776 + }, + "9": { + "Dice": 0.8693998309382924, + "FN": 2649, + "FP": 6003, + "IoU": 0.7689719626168224, + "TN": 1189174, + "TP": 28798, + "n_pred": 34801, + "n_ref": 31447 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0015.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": 0.8906475744052397, + "FN": 4596, + "FP": 2216, + "IoU": 0.8028535872427864, + "TN": 1192071, + "TP": 27741, + "n_pred": 29957, + "n_ref": 32337 + }, + "15": { + "Dice": 0.8357342381210056, + "FN": 21697, + "FP": 767, + "IoU": 0.7178208494014496, + "TN": 1147015, + "TP": 57145, + "n_pred": 57912, + "n_ref": 78842 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1062937062937063, + "FN": 1915, + "FP": 2, + "IoU": 0.056129985228951254, + "TN": 1224593, + "TP": 114, + "n_pred": 116, + "n_ref": 2029 + }, + "10": { + "Dice": 0.7123903755340679, + "FN": 437, + "FP": 842, + "IoU": 0.5532658050995459, + "TN": 1223761, + "TP": 1584, + "n_pred": 2426, + "n_ref": 2021 + }, + "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": 7, + "IoU": 0.0, + "TN": 1226617, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "14": { + "Dice": 0.4558211256746338, + "FN": 670, + "FP": 2859, + "IoU": 0.2951867385660076, + "TN": 1221617, + "TP": 1478, + "n_pred": 4337, + "n_ref": 2148 + }, + "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": 332, + "IoU": 0.0, + "TN": 1226292, + "TP": 0, + "n_pred": 332, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1226622, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "5": { + "Dice": 0.03188405797101449, + "FN": 668, + "FP": 0, + "IoU": 0.016200294550810016, + "TN": 1225945, + "TP": 11, + "n_pred": 11, + "n_ref": 679 + }, + "6": { + "Dice": 0.9625981296061602, + "FN": 2187, + "FP": 4040, + "IoU": 0.9278931888186387, + "TN": 1140266, + "TP": 80131, + "n_pred": 84171, + "n_ref": 82318 + }, + "7": { + "Dice": 0.3492018080906334, + "FN": 67198, + "FP": 1046, + "IoU": 0.21153512876503414, + "TN": 1140071, + "TP": 18309, + "n_pred": 19355, + "n_ref": 85507 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5205660626901204, + "FN": 7246, + "FP": 4, + "IoU": 0.351868406937243, + "TN": 1215438, + "TP": 3936, + "n_pred": 3940, + "n_ref": 11182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 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": 63, + "IoU": 0.0, + "TN": 876097, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 152, + "IoU": 0.0, + "TN": 876008, + "TP": 0, + "n_pred": 152, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8502055498458376, + "FN": 8719, + "FP": 609, + "IoU": 0.7394413407821229, + "TN": 1366056, + "TP": 26472, + "n_pred": 27081, + "n_ref": 35191 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 1401845, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7680751173708921, + "FN": 466, + "FP": 275, + "IoU": 0.6234756097560976, + "TN": 1399888, + "TP": 1227, + "n_pred": 1502, + "n_ref": 1693 + }, + "13": { + "Dice": 0.36957715540911584, + "FN": 2296, + "FP": 0, + "IoU": 0.22667564836645335, + "TN": 1398887, + "TP": 673, + "n_pred": 673, + "n_ref": 2969 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 86, + "IoU": 0.0, + "TN": 1401770, + "TP": 0, + "n_pred": 86, + "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": 0.8821788040260509, + "FN": 138, + "FP": 61, + "IoU": 0.7891949152542372, + "TN": 1400912, + "TP": 745, + "n_pred": 806, + "n_ref": 883 + }, + "4": { + "Dice": 0.7897919851133116, + "FN": 3004, + "FP": 159, + "IoU": 0.6526084568918177, + "TN": 1392751, + "TP": 5942, + "n_pred": 6101, + "n_ref": 8946 + }, + "5": { + "Dice": 0.7807892149978936, + "FN": 1313, + "FP": 248, + "IoU": 0.6404054365353605, + "TN": 1397515, + "TP": 2780, + "n_pred": 3028, + "n_ref": 4093 + }, + "6": { + "Dice": 0.3219297441071265, + "FN": 3384, + "FP": 4009, + "IoU": 0.19184521206821162, + "TN": 1392708, + "TP": 1755, + "n_pred": 5764, + "n_ref": 5139 + }, + "7": { + "Dice": 0.4434194033592379, + "FN": 777, + "FP": 21425, + "IoU": 0.28486761579591574, + "TN": 1370810, + "TP": 8844, + "n_pred": 30269, + "n_ref": 9621 + }, + "8": { + "Dice": 0.9592350109117563, + "FN": 1837, + "FP": 610, + "IoU": 0.9216634119793834, + "TN": 1370619, + "TP": 28790, + "n_pred": 29400, + "n_ref": 30627 + }, + "9": { + "Dice": 0.8222151292690711, + "FN": 133, + "FP": 424, + "IoU": 0.6981029810298103, + "TN": 1400011, + "TP": 1288, + "n_pred": 1712, + "n_ref": 1421 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0083.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": 45, + "IoU": 0.0, + "TN": 1051347, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "7": { + "Dice": 0.707774798927614, + "FN": 414, + "FP": 22, + "IoU": 0.5477178423236515, + "TN": 1050428, + "TP": 528, + "n_pred": 550, + "n_ref": 942 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0103.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": 0.6314271984622778, + "FN": 1467, + "FP": 67, + "IoU": 0.461376404494382, + "TN": 1048544, + "TP": 1314, + "n_pred": 1381, + "n_ref": 2781 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 1051336, + "TP": 0, + "n_pred": 56, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5185185185185185, + "FN": 39, + "FP": 0, + "IoU": 0.35, + "TN": 1051332, + "TP": 21, + "n_pred": 21, + "n_ref": 60 + }, + "10": { + "Dice": 0.8212518614593841, + "FN": 5146, + "FP": 2296, + "IoU": 0.6967152987203521, + "TN": 1026854, + "TP": 17096, + "n_pred": 19392, + "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": 0.572594273574429, + "FN": 17466, + "FP": 238, + "IoU": 0.4011433210431959, + "TN": 1021829, + "TP": 11859, + "n_pred": 12097, + "n_ref": 29325 + }, + "14": { + "Dice": 0.8761143726897151, + "FN": 2643, + "FP": 1915, + "IoU": 0.7795405078597339, + "TN": 1030717, + "TP": 16117, + "n_pred": 18032, + "n_ref": 18760 + }, + "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": 0.5345207405671432, + "FN": 2051, + "FP": 7880, + "IoU": 0.3647412524787309, + "TN": 1035759, + "TP": 5702, + "n_pred": 13582, + "n_ref": 7753 + }, + "7": { + "Dice": 0.974334492985398, + "FN": 322, + "FP": 3979, + "IoU": 0.9499534558994648, + "TN": 965452, + "TP": 81639, + "n_pred": 85618, + "n_ref": 81961 + }, + "8": { + "Dice": 0.47761194029850745, + "FN": 31, + "FP": 389, + "IoU": 0.3137254901960784, + "TN": 1050780, + "TP": 192, + "n_pred": 581, + "n_ref": 223 + }, + "9": { + "Dice": 0.5584685024519049, + "FN": 4680, + "FP": 2, + "IoU": 0.3874133193772079, + "TN": 1043749, + "TP": 2961, + "n_pred": 2963, + "n_ref": 7641 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.114883621610079, + "FN": 4136, + "FP": 9, + "IoU": 0.06094245582238333, + "TN": 1222210, + "TP": 269, + "n_pred": 278, + "n_ref": 4405 + }, + "10": { + "Dice": 0.5804231894030621, + "FN": 2683, + "FP": 4634, + "IoU": 0.40887057682985944, + "TN": 1214246, + "TP": 5061, + "n_pred": 9695, + "n_ref": 7744 + }, + "11": { + "Dice": 0.6886873920552677, + "FN": 1006, + "FP": 436, + "IoU": 0.5251893315772144, + "TN": 1223587, + "TP": 1595, + "n_pred": 2031, + "n_ref": 2601 + }, + "12": { + "Dice": 0.3600616808018504, + "FN": 2619, + "FP": 701, + "IoU": 0.21955806299952985, + "TN": 1222370, + "TP": 934, + "n_pred": 1635, + "n_ref": 3553 + }, + "13": { + "Dice": 0.534399362658624, + "FN": 959, + "FP": 15405, + "IoU": 0.3646282275286352, + "TN": 1200869, + "TP": 9391, + "n_pred": 24796, + "n_ref": 10350 + }, + "14": { + "Dice": 0.9159433126660762, + "FN": 7158, + "FP": 2332, + "IoU": 0.8449219707492442, + "TN": 1165429, + "TP": 51705, + "n_pred": 54037, + "n_ref": 58863 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.13070486164587505, + "FN": 168, + "FP": 16765, + "IoU": 0.0699220037350324, + "TN": 1208418, + "TP": 1273, + "n_pred": 18038, + "n_ref": 1441 + }, + "3": { + "Dice": 0.10602921646746348, + "FN": 16590, + "FP": 239, + "IoU": 0.055982498457396085, + "TN": 1208797, + "TP": 998, + "n_pred": 1237, + "n_ref": 17588 + }, + "4": { + "Dice": 0.742180534255858, + "FN": 1911, + "FP": 5318, + "IoU": 0.5900533061131904, + "TN": 1208990, + "TP": 10405, + "n_pred": 15723, + "n_ref": 12316 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9483713452033585, + "FN": 2320, + "FP": 8951, + "IoU": 0.9018120045300113, + "TN": 1111834, + "TP": 103519, + "n_pred": 112470, + "n_ref": 105839 + }, + "7": { + "Dice": 0.2857142857142857, + "FN": 2711, + "FP": 69, + "IoU": 0.16666666666666666, + "TN": 1223288, + "TP": 556, + "n_pred": 625, + "n_ref": 3267 + }, + "8": { + "Dice": 0.8572513768437044, + "FN": 9, + "FP": 2246, + "IoU": 0.750166186572125, + "TN": 1217598, + "TP": 6771, + "n_pred": 9017, + "n_ref": 6780 + }, + "9": { + "Dice": 0.7641965877259995, + "FN": 1359, + "FP": 493, + "IoU": 0.6183803832680816, + "TN": 1221771, + "TP": 3001, + "n_pred": 3494, + "n_ref": 4360 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 18996, + "IoU": 0.0, + "TN": 1032396, + "TP": 0, + "n_pred": 18996, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 1051363, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "11": { + "Dice": 0.6968287526427062, + "FN": 1195, + "FP": 239, + "IoU": 0.5347177157689812, + "TN": 1048310, + "TP": 1648, + "n_pred": 1887, + "n_ref": 2843 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 280, + "IoU": 0.0, + "TN": 1051112, + "TP": 0, + "n_pred": 280, + "n_ref": 0 + }, + "13": { + "Dice": 0.5632940740053788, + "FN": 2303, + "FP": 7115, + "IoU": 0.39207332816937773, + "TN": 1035900, + "TP": 6074, + "n_pred": 13189, + "n_ref": 8377 + }, + "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": 0.9616358325219084, + "FN": 189, + "FP": 599, + "IoU": 0.9261065266316579, + "TN": 1040728, + "TP": 9876, + "n_pred": 10475, + "n_ref": 10065 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4133789306864626, + "FN": 7006, + "FP": 27, + "IoU": 0.26054042687414575, + "TN": 1041881, + "TP": 2478, + "n_pred": 2505, + "n_ref": 9484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8770266664573949, + "FN": 21763, + "FP": 1742, + "IoU": 0.7809861910885, + "TN": 944070, + "TP": 83817, + "n_pred": 85559, + "n_ref": 105580 + }, + "7": { + "Dice": 0.0024468573176326656, + "FN": 22, + "FP": 6501, + "IoU": 0.0012249272699433472, + "TN": 1044861, + "TP": 8, + "n_pred": 6509, + "n_ref": 30 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9534809678788736, + "FN": 984, + "FP": 1646, + "IoU": 0.9110975898319981, + "TN": 1021809, + "TP": 26953, + "n_pred": 28599, + "n_ref": 27937 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6865065436494008, + "FN": 4512, + "FP": 7992, + "IoU": 0.5226569956098492, + "TN": 1200429, + "TP": 13691, + "n_pred": 21683, + "n_ref": 18203 + }, + "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": 0.23544051767048282, + "FN": 9964, + "FP": 8468, + "IoU": 0.13342736248236953, + "TN": 1205354, + "TP": 2838, + "n_pred": 11306, + "n_ref": 12802 + }, + "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": 0.9081554878048781, + "FN": 1099, + "FP": 347, + "IoU": 0.8317626527050611, + "TN": 1218029, + "TP": 7149, + "n_pred": 7496, + "n_ref": 8248 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4726335272342676, + "FN": 6930, + "FP": 1048, + "IoU": 0.3094434346057301, + "TN": 1215071, + "TP": 3575, + "n_pred": 4623, + "n_ref": 10505 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8596846286215218, + "FN": 11050, + "FP": 1915, + "IoU": 0.7539007630689799, + "TN": 1173942, + "TP": 39717, + "n_pred": 41632, + "n_ref": 50767 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 1226552, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "9": { + "Dice": 0.91232985552094, + "FN": 2237, + "FP": 1956, + "IoU": 0.8387927720107651, + "TN": 1200614, + "TP": 21817, + "n_pred": 23773, + "n_ref": 24054 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.7529024966608445, + "FN": 1176, + "FP": 1229, + "IoU": 0.6037238424781677, + "TN": 1045323, + "TP": 3664, + "n_pred": 4893, + "n_ref": 4840 + }, + "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": 0.5840646651270208, + "FN": 11269, + "FP": 10343, + "IoU": 0.4124938835426521, + "TN": 1014606, + "TP": 15174, + "n_pred": 25517, + "n_ref": 26443 + }, + "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": 4691, + "IoU": 0.0, + "TN": 1046701, + "TP": 0, + "n_pred": 4691, + "n_ref": 0 + }, + "3": { + "Dice": 0.8729792568953727, + "FN": 11507, + "FP": 2424, + "IoU": 0.7745902302477226, + "TN": 989589, + "TP": 47872, + "n_pred": 50296, + "n_ref": 59379 + }, + "4": { + "Dice": 0.7580029441852342, + "FN": 3877, + "FP": 5822, + "IoU": 0.6103097754027884, + "TN": 1026503, + "TP": 15190, + "n_pred": 21012, + "n_ref": 19067 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9394706734802837, + "FN": 596, + "FP": 15276, + "IoU": 0.8858507256591344, + "TN": 912346, + "TP": 123174, + "n_pred": 138450, + "n_ref": 123770 + }, + "7": { + "Dice": 0.8800853955558229, + "FN": 4391, + "FP": 3585, + "IoU": 0.7858504497247952, + "TN": 1014147, + "TP": 29269, + "n_pred": 32854, + "n_ref": 33660 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 876092, + "TP": 0, + "n_pred": 68, + "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": 0.9325842696629213, + "FN": 2, + "FP": 10, + "IoU": 0.8736842105263158, + "TN": 876065, + "TP": 83, + "n_pred": 93, + "n_ref": 85 + }, + "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": 3190, + "IoU": 0.0, + "TN": 872970, + "TP": 0, + "n_pred": 3190, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 1051313, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6999781802312895, + "FN": 1083, + "FP": 292, + "IoU": 0.5384357166834508, + "TN": 1048413, + "TP": 1604, + "n_pred": 1896, + "n_ref": 2687 + }, + "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": 0.9806080556974478, + "FN": 983, + "FP": 42, + "IoU": 0.9619538992613489, + "TN": 1024451, + "TP": 25916, + "n_pred": 25958, + "n_ref": 26899 + }, + "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": 0.9734506338538708, + "FN": 1593, + "FP": 1117, + "IoU": 0.9482745457321728, + "TN": 999000, + "TP": 49682, + "n_pred": 50799, + "n_ref": 51275 + }, + "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": 177, + "IoU": 0.0, + "TN": 1051215, + "TP": 0, + "n_pred": 177, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.5541013824884793, + "FN": 1324, + "FP": 1095, + "IoU": 0.3832228454869964, + "TN": 1047470, + "TP": 1503, + "n_pred": 2598, + "n_ref": 2827 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 126, + "IoU": 0.0, + "TN": 1051266, + "TP": 0, + "n_pred": 126, + "n_ref": 0 + }, + "13": { + "Dice": 0.23032629558541268, + "FN": 401, + "FP": 0, + "IoU": 0.1301518438177874, + "TN": 1050931, + "TP": 60, + "n_pred": 60, + "n_ref": 461 + }, + "14": { + "Dice": 0.7615952732644018, + "FN": 91, + "FP": 4751, + "IoU": 0.6149809160305344, + "TN": 1038816, + "TP": 7734, + "n_pred": 12485, + "n_ref": 7825 + }, + "15": { + "Dice": 0.1887117975681893, + "FN": 19750, + "FP": 0, + "IoU": 0.10418651063636776, + "TN": 1029345, + "TP": 2297, + "n_pred": 2297, + "n_ref": 22047 + }, + "2": { + "Dice": 0.9677555677640198, + "FN": 1110, + "FP": 416, + "IoU": 0.9375255874887415, + "TN": 1026966, + "TP": 22900, + "n_pred": 23316, + "n_ref": 24010 + }, + "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": 28, + "IoU": 0.0, + "TN": 1051364, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 149, + "IoU": 0.0, + "TN": 1051243, + "TP": 0, + "n_pred": 149, + "n_ref": 0 + }, + "6": { + "Dice": 0.9783212150183243, + "FN": 1104, + "FP": 1481, + "IoU": 0.9575624250980908, + "TN": 990479, + "TP": 58328, + "n_pred": 59809, + "n_ref": 59432 + }, + "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": 0.9481498401096391, + "FN": 350, + "FP": 104, + "IoU": 0.9014115092290989, + "TN": 1046787, + "TP": 4151, + "n_pred": 4255, + "n_ref": 4501 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 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": 8116, + "IoU": 0.0, + "TN": 868044, + "TP": 0, + "n_pred": 8116, + "n_ref": 0 + }, + "15": { + "Dice": 0.08693361433087461, + "FN": 10398, + "FP": 0, + "IoU": 0.04544202698980997, + "TN": 865267, + "TP": 495, + "n_pred": 495, + "n_ref": 10893 + }, + "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": 0.9605377167228891, + "FN": 953, + "FP": 3738, + "IoU": 0.924071736104367, + "TN": 814378, + "TP": 57091, + "n_pred": 60829, + "n_ref": 58044 + }, + "7": { + "Dice": 0.935725682632387, + "FN": 84, + "FP": 2051, + "IoU": 0.879214754469337, + "TN": 858484, + "TP": 15541, + "n_pred": 17592, + "n_ref": 15625 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8639852625115136, + "FN": 416, + "FP": 27, + "IoU": 0.7605405405405405, + "TN": 1224774, + "TP": 1407, + "n_pred": 1434, + "n_ref": 1823 + }, + "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": 0.958537056987376, + "FN": 2099, + "FP": 903, + "IoU": 0.9203755768924725, + "TN": 1188922, + "TP": 34700, + "n_pred": 35603, + "n_ref": 36799 + }, + "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": 0.7285185692750445, + "FN": 3623, + "FP": 2320, + "IoU": 0.5729683121362362, + "TN": 1212707, + "TP": 7974, + "n_pred": 10294, + "n_ref": 11597 + }, + "6": { + "Dice": 0.9800783587907197, + "FN": 1354, + "FP": 2607, + "IoU": 0.9609349573450368, + "TN": 1125229, + "TP": 97434, + "n_pred": 100041, + "n_ref": 98788 + }, + "7": { + "Dice": 0.896119021677875, + "FN": 1325, + "FP": 1440, + "IoU": 0.8117895310053774, + "TN": 1211933, + "TP": 11926, + "n_pred": 13366, + "n_ref": 13251 + }, + "8": { + "Dice": 0.87441256769458, + "FN": 1991, + "FP": 3621, + "IoU": 0.7768499741540419, + "TN": 1201475, + "TP": 19537, + "n_pred": 23158, + "n_ref": 21528 + }, + "9": { + "Dice": 0.0, + "FN": 164, + "FP": 0, + "IoU": 0.0, + "TN": 1226460, + "TP": 0, + "n_pred": 0, + "n_ref": 164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 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": 0.941652205753586, + "FN": 3180, + "FP": 485, + "IoU": 0.8897379584223352, + "TN": 1018153, + "TP": 29574, + "n_pred": 30059, + "n_ref": 32754 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1603, + "IoU": 0.0, + "TN": 1049789, + "TP": 0, + "n_pred": 1603, + "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": 0.5233555441653853, + "FN": 131, + "FP": 13818, + "IoU": 0.35442217799787107, + "TN": 1029785, + "TP": 7658, + "n_pred": 21476, + "n_ref": 7789 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 59158, + "IoU": 0.0, + "TN": 992234, + "TP": 0, + "n_pred": 59158, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9705851245108293, + "FN": 1470, + "FP": 1033, + "IoU": 0.9428512717475683, + "TN": 1007594, + "TP": 41295, + "n_pred": 42328, + "n_ref": 42765 + }, + "10": { + "Dice": 0.014236902050113895, + "FN": 147, + "FP": 3315, + "IoU": 0.007169486664754803, + "TN": 1047905, + "TP": 25, + "n_pred": 3340, + "n_ref": 172 + }, + "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": 0.7241770715096482, + "FN": 2381, + "FP": 49, + "IoU": 0.5676156583629893, + "TN": 1045772, + "TP": 3190, + "n_pred": 3239, + "n_ref": 5571 + }, + "14": { + "Dice": 0.0, + "FN": 1885, + "FP": 0, + "IoU": 0.0, + "TN": 1049507, + "TP": 0, + "n_pred": 0, + "n_ref": 1885 + }, + "15": { + "Dice": 0.9435391182989902, + "FN": 5254, + "FP": 248, + "IoU": 0.8931131617289947, + "TN": 999917, + "TP": 45973, + "n_pred": 46221, + "n_ref": 51227 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 11069, + "IoU": 0.0, + "TN": 1040323, + "TP": 0, + "n_pred": 11069, + "n_ref": 0 + }, + "3": { + "Dice": 0.8020259733090437, + "FN": 12244, + "FP": 2101, + "IoU": 0.669485277176167, + "TN": 1007990, + "TP": 29057, + "n_pred": 31158, + "n_ref": 41301 + }, + "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": 0.9712784199161691, + "FN": 1785, + "FP": 9069, + "IoU": 0.9441606346364576, + "TN": 857013, + "TP": 183525, + "n_pred": 192594, + "n_ref": 185310 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1051385, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6667872212176009, + "FN": 5267, + "FP": 261, + "IoU": 0.500135636133466, + "TN": 1040333, + "TP": 5531, + "n_pred": 5792, + "n_ref": 10798 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0237.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": 862, + "IoU": 0.0, + "TN": 1400994, + "TP": 0, + "n_pred": 862, + "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": 0.9231564438318401, + "FN": 663, + "FP": 229, + "IoU": 0.85728, + "TN": 1395606, + "TP": 5358, + "n_pred": 5587, + "n_ref": 6021 + }, + "6": { + "Dice": 0.907349573183427, + "FN": 1561, + "FP": 664, + "IoU": 0.8304115853658537, + "TN": 1388736, + "TP": 10895, + "n_pred": 11559, + "n_ref": 12456 + }, + "7": { + "Dice": 0.8962777380100215, + "FN": 5590, + "FP": 206, + "IoU": 0.8120500680978014, + "TN": 1371018, + "TP": 25042, + "n_pred": 25248, + "n_ref": 30632 + }, + "8": { + "Dice": 0.4119448698315467, + "FN": 11931, + "FP": 1125, + "IoU": 0.25940212150433944, + "TN": 1384227, + "TP": 4573, + "n_pred": 5698, + "n_ref": 16504 + }, + "9": { + "Dice": 0.5910780669144982, + "FN": 212, + "FP": 8, + "IoU": 0.41952506596306066, + "TN": 1401477, + "TP": 159, + "n_pred": 167, + "n_ref": 371 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 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": 1905, + "IoU": 0.0, + "TN": 1049487, + "TP": 0, + "n_pred": 1905, + "n_ref": 0 + }, + "15": { + "Dice": 0.62248013180849, + "FN": 30959, + "FP": 203, + "IoU": 0.4518846850649922, + "TN": 994539, + "TP": 25691, + "n_pred": 25894, + "n_ref": 56650 + }, + "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": 0.9605755258581672, + "FN": 1308, + "FP": 347, + "IoU": 0.9241417243434019, + "TN": 1029575, + "TP": 20162, + "n_pred": 20509, + "n_ref": 21470 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7561316051844467, + "FN": 598, + "FP": 1848, + "IoU": 0.6078871433151651, + "TN": 1045154, + "TP": 3792, + "n_pred": 5640, + "n_ref": 4390 + }, + "11": { + "Dice": 0.7672240802675585, + "FN": 752, + "FP": 640, + "IoU": 0.6223548562126967, + "TN": 1047706, + "TP": 2294, + "n_pred": 2934, + "n_ref": 3046 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8861413452374981, + "FN": 2001, + "FP": 2539, + "IoU": 0.7955599585716215, + "TN": 1029185, + "TP": 17667, + "n_pred": 20206, + "n_ref": 19668 + }, + "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": 0.9527823937097232, + "FN": 950, + "FP": 1380, + "IoU": 0.9098227416982738, + "TN": 1025554, + "TP": 23508, + "n_pred": 24888, + "n_ref": 24458 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6023424428332403, + "FN": 2551, + "FP": 301, + "IoU": 0.4309656823623304, + "TN": 1046380, + "TP": 2160, + "n_pred": 2461, + "n_ref": 4711 + }, + "5": { + "Dice": 0.840427638091467, + "FN": 582, + "FP": 2642, + "IoU": 0.7247737749701212, + "TN": 1039678, + "TP": 8490, + "n_pred": 11132, + "n_ref": 9072 + }, + "6": { + "Dice": 0.9594299772547927, + "FN": 941, + "FP": 807, + "IoU": 0.9220234643351028, + "TN": 1028975, + "TP": 20669, + "n_pred": 21476, + "n_ref": 21610 + }, + "7": { + "Dice": 0.7012248047063362, + "FN": 2357, + "FP": 3839, + "IoU": 0.5399123784064751, + "TN": 1037925, + "TP": 7271, + "n_pred": 11110, + "n_ref": 9628 + }, + "8": { + "Dice": 0.9648107134993719, + "FN": 1700, + "FP": 1017, + "IoU": 0.9320138124311881, + "TN": 1011428, + "TP": 37247, + "n_pred": 38264, + "n_ref": 38947 + }, + "9": { + "Dice": 0.841691027659096, + "FN": 2260, + "FP": 556, + "IoU": 0.7266550184430208, + "TN": 1041090, + "TP": 7486, + "n_pred": 8042, + "n_ref": 9746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7862325581395349, + "FN": 297, + "FP": 852, + "IoU": 0.6477621091354997, + "TN": 1398594, + "TP": 2113, + "n_pred": 2965, + "n_ref": 2410 + }, + "11": { + "Dice": 0.7208371806709757, + "FN": 1538, + "FP": 276, + "IoU": 0.5635226179018287, + "TN": 1397700, + "TP": 2342, + "n_pred": 2618, + "n_ref": 3880 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.805979194020806, + "FN": 1172, + "FP": 6512, + "IoU": 0.675012688208425, + "TN": 1378212, + "TP": 15960, + "n_pred": 22472, + "n_ref": 17132 + }, + "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": 133, + "IoU": 0.0, + "TN": 1401723, + "TP": 0, + "n_pred": 133, + "n_ref": 0 + }, + "2": { + "Dice": 0.9697324598323757, + "FN": 332, + "FP": 495, + "IoU": 0.9412433392539965, + "TN": 1387781, + "TP": 13248, + "n_pred": 13743, + "n_ref": 13580 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8527303301177095, + "FN": 2719, + "FP": 609, + "IoU": 0.743269304944843, + "TN": 1388893, + "TP": 9635, + "n_pred": 10244, + "n_ref": 12354 + }, + "5": { + "Dice": 0.820342730790492, + "FN": 712, + "FP": 1888, + "IoU": 0.6954076850984068, + "TN": 1393320, + "TP": 5936, + "n_pred": 7824, + "n_ref": 6648 + }, + "6": { + "Dice": 0.937638019874862, + "FN": 4900, + "FP": 11366, + "IoU": 0.8825974925838512, + "TN": 1263307, + "TP": 122283, + "n_pred": 133649, + "n_ref": 127183 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 4189, + "IoU": 0.0, + "TN": 1397666, + "TP": 0, + "n_pred": 4189, + "n_ref": 1 + }, + "8": { + "Dice": 0.9656488549618321, + "FN": 261, + "FP": 45, + "IoU": 0.933579335793358, + "TN": 1397249, + "TP": 4301, + "n_pred": 4346, + "n_ref": 4562 + }, + "9": { + "Dice": 0.8667042788846988, + "FN": 5029, + "FP": 3949, + "IoU": 0.7647644500340617, + "TN": 1363690, + "TP": 29188, + "n_pred": 33137, + "n_ref": 34217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 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": 0.25, + "FN": 4, + "FP": 32, + "IoU": 0.14285714285714285, + "TN": 1051350, + "TP": 6, + "n_pred": 38, + "n_ref": 10 + }, + "14": { + "Dice": 0.8608368466385602, + "FN": 14237, + "FP": 1112, + "IoU": 0.7556747636178409, + "TN": 988570, + "TP": 47473, + "n_pred": 48585, + "n_ref": 61710 + }, + "15": { + "Dice": 0.8972361664070163, + "FN": 1594, + "FP": 187, + "IoU": 0.8136249476768522, + "TN": 1041836, + "TP": 7775, + "n_pred": 7962, + "n_ref": 9369 + }, + "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": 0.8980337319140436, + "FN": 1432, + "FP": 2141, + "IoU": 0.8149375874035324, + "TN": 1032085, + "TP": 15734, + "n_pred": 17875, + "n_ref": 17166 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.951796211626388, + "FN": 1484, + "FP": 2944, + "IoU": 0.9080259222333001, + "TN": 1003248, + "TP": 43716, + "n_pred": 46660, + "n_ref": 45200 + }, + "7": { + "Dice": 0.8998232174425457, + "FN": 142, + "FP": 1218, + "IoU": 0.8178896625602571, + "TN": 1043924, + "TP": 6108, + "n_pred": 7326, + "n_ref": 6250 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0336.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": 0.5749823035696228, + "FN": 1217, + "FP": 2986, + "IoU": 0.40349134260573377, + "TN": 1219578, + "TP": 2843, + "n_pred": 5829, + "n_ref": 4060 + }, + "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": 0.8173877129581828, + "FN": 1048, + "FP": 7795, + "IoU": 0.6911713347768387, + "TN": 1197990, + "TP": 19791, + "n_pred": 27586, + "n_ref": 20839 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9571842761782753, + "FN": 1095, + "FP": 175, + "IoU": 0.9178843915686021, + "TN": 860694, + "TP": 14196, + "n_pred": 14371, + "n_ref": 15291 + }, + "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": 0.14814814814814814, + "FN": 161, + "FP": 0, + "IoU": 0.08, + "TN": 875985, + "TP": 14, + "n_pred": 14, + "n_ref": 175 + }, + "14": { + "Dice": 0.92725239724867, + "FN": 3109, + "FP": 1185, + "IoU": 0.8643714466203412, + "TN": 844500, + "TP": 27366, + "n_pred": 28551, + "n_ref": 30475 + }, + "15": { + "Dice": 0.8304458960522578, + "FN": 734, + "FP": 1057, + "IoU": 0.7100534239922293, + "TN": 869983, + "TP": 4386, + "n_pred": 5443, + "n_ref": 5120 + }, + "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": 0.9074735178790894, + "FN": 5530, + "FP": 794, + "IoU": 0.8306192414827512, + "TN": 838824, + "TP": 31012, + "n_pred": 31806, + "n_ref": 36542 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9753999863963059, + "FN": 2070, + "FP": 1185, + "IoU": 0.9519812350632874, + "TN": 808374, + "TP": 64531, + "n_pred": 65716, + "n_ref": 66601 + }, + "7": { + "Dice": 0.7804001437642266, + "FN": 15, + "FP": 1818, + "IoU": 0.6398821218074656, + "TN": 871070, + "TP": 3257, + "n_pred": 5075, + "n_ref": 3272 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.39591938569012836, + "FN": 20766, + "FP": 1025, + "IoU": 0.246820129959906, + "TN": 1197692, + "TP": 7141, + "n_pred": 8166, + "n_ref": 27907 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4525032092426187, + "FN": 1548, + "FP": 1864, + "IoU": 0.2924097884695147, + "TN": 1221802, + "TP": 1410, + "n_pred": 3274, + "n_ref": 2958 + }, + "13": { + "Dice": 0.0, + "FN": 1679, + "FP": 0, + "IoU": 0.0, + "TN": 1224945, + "TP": 0, + "n_pred": 0, + "n_ref": 1679 + }, + "14": { + "Dice": 0.6156026693438847, + "FN": 168, + "FP": 12850, + "IoU": 0.44467195631772033, + "TN": 1203182, + "TP": 10424, + "n_pred": 23274, + "n_ref": 10592 + }, + "15": { + "Dice": 0.3846898443171735, + "FN": 15135, + "FP": 121, + "IoU": 0.23815230961298378, + "TN": 1206599, + "TP": 4769, + "n_pred": 4890, + "n_ref": 19904 + }, + "2": { + "Dice": 0.9316909294512878, + "FN": 12, + "FP": 49, + "IoU": 0.8721174004192872, + "TN": 1226147, + "TP": 416, + "n_pred": 465, + "n_ref": 428 + }, + "3": { + "Dice": 0.9679002386474405, + "FN": 339, + "FP": 616, + "IoU": 0.9377971731909073, + "TN": 1211271, + "TP": 14398, + "n_pred": 15014, + "n_ref": 14737 + }, + "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": 0.039755351681957186, + "FN": 33, + "FP": 7503, + "IoU": 0.0202808112324493, + "TN": 1218932, + "TP": 156, + "n_pred": 7659, + "n_ref": 189 + }, + "7": { + "Dice": 0.6469295906831901, + "FN": 7078, + "FP": 9475, + "IoU": 0.4781196796771549, + "TN": 1194906, + "TP": 15165, + "n_pred": 24640, + "n_ref": 22243 + }, + "8": { + "Dice": 0.9388580090955028, + "FN": 607, + "FP": 119, + "IoU": 0.8847619047619047, + "TN": 1220324, + "TP": 5574, + "n_pred": 5693, + "n_ref": 6181 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0379.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": 7, + "IoU": 0.0, + "TN": 1226617, + "TP": 0, + "n_pred": 7, + "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": 0.7736033519553073, + "FN": 3039, + "FP": 203, + "IoU": 0.6307937592529325, + "TN": 1217843, + "TP": 5539, + "n_pred": 5742, + "n_ref": 8578 + }, + "6": { + "Dice": 0.0430672268907563, + "FN": 159, + "FP": 1663, + "IoU": 0.02200751476113795, + "TN": 1224761, + "TP": 41, + "n_pred": 1704, + "n_ref": 200 + }, + "7": { + "Dice": 0.4321983031325536, + "FN": 2582, + "FP": 32419, + "IoU": 0.27567153677414014, + "TN": 1178302, + "TP": 13321, + "n_pred": 45740, + "n_ref": 15903 + }, + "8": { + "Dice": 0.945320118179569, + "FN": 2309, + "FP": 1448, + "IoU": 0.8963099936521955, + "TN": 1190391, + "TP": 32476, + "n_pred": 33924, + "n_ref": 34785 + }, + "9": { + "Dice": 0.8673383165420865, + "FN": 1932, + "FP": 109, + "IoU": 0.7657523241133938, + "TN": 1217911, + "TP": 6672, + "n_pred": 6781, + "n_ref": 8604 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0398.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": 0.5058430717863105, + "FN": 1051, + "FP": 133, + "IoU": 0.33854748603351953, + "TN": 1400066, + "TP": 606, + "n_pred": 739, + "n_ref": 1657 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 339, + "IoU": 0.0, + "TN": 1401517, + "TP": 0, + "n_pred": 339, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 1401800, + "TP": 0, + "n_pred": 56, + "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": 0.8999969277089926, + "FN": 3124, + "FP": 131, + "IoU": 0.8181767400290471, + "TN": 1383954, + "TP": 14647, + "n_pred": 14778, + "n_ref": 17771 + }, + "5": { + "Dice": 0.4489795918367347, + "FN": 16, + "FP": 11, + "IoU": 0.2894736842105263, + "TN": 1401818, + "TP": 11, + "n_pred": 22, + "n_ref": 27 + }, + "6": { + "Dice": 0.8707506954228532, + "FN": 2945, + "FP": 25677, + "IoU": 0.7710880953333067, + "TN": 1276821, + "TP": 96413, + "n_pred": 122090, + "n_ref": 99358 + }, + "7": { + "Dice": 0.0, + "FN": 49, + "FP": 2560, + "IoU": 0.0, + "TN": 1399247, + "TP": 0, + "n_pred": 2560, + "n_ref": 49 + }, + "8": { + "Dice": 0.8984830805134189, + "FN": 44, + "FP": 43, + "IoU": 0.815677966101695, + "TN": 1401384, + "TP": 385, + "n_pred": 428, + "n_ref": 429 + }, + "9": { + "Dice": 0.35664257298145347, + "FN": 21590, + "FP": 1374, + "IoU": 0.21702069623921716, + "TN": 1372527, + "TP": 6365, + "n_pred": 7739, + "n_ref": 27955 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.47042333573727224, + "FN": 2367.8777777777777, + "FP": 2099.7022222222217, + "IoU": 0.3926139758509416, + "TN": 1169429.48, + "TP": 5998.406666666665, + "n_pred": 8098.108888888888, + "n_ref": 8366.284444444444 + }, + "mean": { + "1": { + "Dice": 0.46145557063660736, + "FN": 6916.4, + "FP": 767.6666666666666, + "IoU": 0.41871327266409614, + "TN": 1165109.4, + "TP": 7102.0, + "n_pred": 7869.666666666667, + "n_ref": 14018.4 + }, + "10": { + "Dice": 0.5700079661760138, + "FN": 1777.4333333333334, + "FP": 2029.7666666666667, + "IoU": 0.45228645891459124, + "TN": 1170726.0666666667, + "TP": 5362.2, + "n_pred": 7391.966666666666, + "n_ref": 7139.633333333333 + }, + "11": { + "Dice": 0.1584936830519268, + "FN": 147.0, + "FP": 85.1, + "IoU": 0.1184773915291064, + "TN": 1179623.5333333334, + "TP": 39.833333333333336, + "n_pred": 124.93333333333334, + "n_ref": 186.83333333333334 + }, + "12": { + "Dice": 0.24316906425635765, + "FN": 218.93333333333334, + "FP": 171.06666666666666, + "IoU": 0.18069894144221935, + "TN": 1179259.0666666667, + "TP": 246.4, + "n_pred": 417.46666666666664, + "n_ref": 465.3333333333333 + }, + "13": { + "Dice": 0.47360415114662285, + "FN": 2743.133333333333, + "FP": 2195.5666666666666, + "IoU": 0.3619855835933815, + "TN": 1171171.6333333333, + "TP": 3785.133333333333, + "n_pred": 5980.7, + "n_ref": 6528.266666666666 + }, + "14": { + "Dice": 0.5004251632329821, + "FN": 2867.233333333333, + "FP": 2853.733333333333, + "IoU": 0.41776962250643, + "TN": 1168112.3666666667, + "TP": 6062.133333333333, + "n_pred": 8915.866666666667, + "n_ref": 8929.366666666667 + }, + "15": { + "Dice": 0.35612830899904757, + "FN": 1826.0, + "FP": 1863.1, + "IoU": 0.2768813019288781, + "TN": 1172849.2333333334, + "TP": 3357.133333333333, + "n_pred": 5220.233333333334, + "n_ref": 5183.133333333333 + }, + "2": { + "Dice": 0.40877282200058757, + "FN": 3697.133333333333, + "FP": 484.93333333333334, + "IoU": 0.3369599687375772, + "TN": 1169991.9333333333, + "TP": 5721.466666666666, + "n_pred": 6206.4, + "n_ref": 9418.6 + }, + "3": { + "Dice": 0.48373434480170097, + "FN": 1304.2333333333333, + "FP": 3429.2, + "IoU": 0.4373765142484557, + "TN": 1165479.2333333334, + "TP": 9682.8, + "n_pred": 13112.0, + "n_ref": 10987.033333333333 + }, + "4": { + "Dice": 0.5124021510456386, + "FN": 644.9666666666667, + "FP": 512.4333333333333, + "IoU": 0.43035667239579595, + "TN": 1176533.2333333334, + "TP": 2204.8333333333335, + "n_pred": 2717.266666666667, + "n_ref": 2849.8 + }, + "5": { + "Dice": 0.5488213843485693, + "FN": 534.1666666666666, + "FP": 218.26666666666668, + "IoU": 0.41951535394656014, + "TN": 1178378.3666666667, + "TP": 764.6666666666666, + "n_pred": 982.9333333333333, + "n_ref": 1298.8333333333333 + }, + "6": { + "Dice": 0.5782627951897199, + "FN": 6198.3, + "FP": 12276.066666666668, + "IoU": 0.4978760472088469, + "TN": 1138021.2, + "TP": 23399.9, + "n_pred": 35675.96666666667, + "n_ref": 29598.2 + }, + "7": { + "Dice": 0.3945817550935508, + "FN": 4037.733333333333, + "FP": 2354.8333333333335, + "IoU": 0.3344095506131228, + "TN": 1162738.1, + "TP": 10764.8, + "n_pred": 13119.633333333333, + "n_ref": 14802.533333333333 + }, + "8": { + "Dice": 0.709154765646931, + "FN": 1808.4666666666667, + "FP": 666.1333333333333, + "IoU": 0.6506972568027233, + "TN": 1170174.9, + "TP": 7245.966666666666, + "n_pred": 7912.1, + "n_ref": 9054.433333333332 + }, + "9": { + "Dice": 0.657336110432828, + "FN": 797.0333333333333, + "FP": 1587.6666666666667, + "IoU": 0.5552057012323389, + "TN": 1173273.9333333333, + "TP": 4236.833333333333, + "n_pred": 5824.5, + "n_ref": 5033.866666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1051386, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "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": 6, + "IoU": 0.0, + "TN": 1051386, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "3": { + "Dice": 0.35789473684210527, + "FN": 37, + "FP": 24, + "IoU": 0.21794871794871795, + "TN": 1051314, + "TP": 17, + "n_pred": 41, + "n_ref": 54 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6874198437682173, + "FN": 4806, + "FP": 556, + "IoU": 0.5237164682892166, + "TN": 1040134, + "TP": 5896, + "n_pred": 6452, + "n_ref": 10702 + }, + "6": { + "Dice": 0.8644198045888681, + "FN": 2055, + "FP": 1650, + "IoU": 0.7612142304717711, + "TN": 1035876, + "TP": 11811, + "n_pred": 13461, + "n_ref": 13866 + }, + "7": { + "Dice": 0.4381846635367762, + "FN": 0, + "FP": 718, + "IoU": 0.280561122244489, + "TN": 1050394, + "TP": 280, + "n_pred": 998, + "n_ref": 280 + }, + "8": { + "Dice": 0.9583663860385373, + "FN": 1259, + "FP": 368, + "IoU": 0.9200609246794085, + "TN": 1031039, + "TP": 18726, + "n_pred": 19094, + "n_ref": 19985 + }, + "9": { + "Dice": 0.6843906291129245, + "FN": 6442, + "FP": 752, + "IoU": 0.5202080832332934, + "TN": 1036398, + "TP": 7800, + "n_pred": 8552, + "n_ref": 14242 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8731586206896552, + "FN": 1799, + "FP": 500, + "IoU": 0.7748726987857423, + "TN": 1216412, + "TP": 7913, + "n_pred": 8413, + "n_ref": 9712 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 1226609, + "TP": 0, + "n_pred": 15, + "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": 6, + "FP": 1806, + "IoU": 0.0, + "TN": 1224812, + "TP": 0, + "n_pred": 1806, + "n_ref": 6 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 1226597, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "8": { + "Dice": 0.34419672616843194, + "FN": 34643, + "FP": 773, + "IoU": 0.20787295906955938, + "TN": 1181914, + "TP": 9294, + "n_pred": 10067, + "n_ref": 43937 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 1051366, + "TP": 0, + "n_pred": 26, + "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": 136, + "FP": 2, + "IoU": 0.0, + "TN": 1051254, + "TP": 0, + "n_pred": 2, + "n_ref": 136 + }, + "15": { + "Dice": 0.09804648207951717, + "FN": 1735, + "FP": 15302, + "IoU": 0.05155040917441407, + "TN": 1033429, + "TP": 926, + "n_pred": 16228, + "n_ref": 2661 + }, + "2": { + "Dice": 0.8665567124529442, + "FN": 10235, + "FP": 364, + "IoU": 0.7645346899784506, + "TN": 1006379, + "TP": 34414, + "n_pred": 34778, + "n_ref": 44649 + }, + "3": { + "Dice": 0.8978755735653418, + "FN": 3536, + "FP": 10174, + "IoU": 0.81467713810676, + "TN": 977413, + "TP": 60269, + "n_pred": 70443, + "n_ref": 63805 + }, + "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": 0.34011090573012936, + "FN": 76, + "FP": 281, + "IoU": 0.20489977728285078, + "TN": 1050943, + "TP": 92, + "n_pred": 373, + "n_ref": 168 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4490, + "IoU": 0.0, + "TN": 1046902, + "TP": 0, + "n_pred": 4490, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 1051361, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "9": { + "Dice": 0.7325102880658436, + "FN": 38, + "FP": 157, + "IoU": 0.577922077922078, + "TN": 1050930, + "TP": 267, + "n_pred": 424, + "n_ref": 305 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 15, + "FP": 1036, + "IoU": 0.0, + "TN": 1400805, + "TP": 0, + "n_pred": 1036, + "n_ref": 15 + }, + "10": { + "Dice": 0.0, + "FN": 150, + "FP": 131, + "IoU": 0.0, + "TN": 1401575, + "TP": 0, + "n_pred": 131, + "n_ref": 150 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1837, + "IoU": 0.0, + "TN": 1400019, + "TP": 0, + "n_pred": 1837, + "n_ref": 0 + }, + "12": { + "Dice": 0.03986013986013986, + "FN": 2648, + "FP": 98, + "IoU": 0.02033535497681056, + "TN": 1399053, + "TP": 57, + "n_pred": 155, + "n_ref": 2705 + }, + "13": { + "Dice": 0.3599841678210964, + "FN": 3728, + "FP": 2740, + "IoU": 0.2195004223482563, + "TN": 1393569, + "TP": 1819, + "n_pred": 4559, + "n_ref": 5547 + }, + "14": { + "Dice": 0.06467504579043769, + "FN": 2522, + "FP": 27096, + "IoU": 0.0334181841916324, + "TN": 1371214, + "TP": 1024, + "n_pred": 28120, + "n_ref": 3546 + }, + "15": { + "Dice": 0.700445589361554, + "FN": 2127, + "FP": 15083, + "IoU": 0.5389890439581045, + "TN": 1364525, + "TP": 20121, + "n_pred": 35204, + "n_ref": 22248 + }, + "2": { + "Dice": 0.4265622368199427, + "FN": 26710, + "FP": 526, + "IoU": 0.27110207140180914, + "TN": 1364490, + "TP": 10130, + "n_pred": 10656, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 27176, + "IoU": 0.0, + "TN": 1374680, + "TP": 0, + "n_pred": 27176, + "n_ref": 0 + }, + "4": { + "Dice": 0.6211321614336156, + "FN": 4179, + "FP": 5800, + "IoU": 0.45046533399416266, + "TN": 1383697, + "TP": 8180, + "n_pred": 13980, + "n_ref": 12359 + }, + "5": { + "Dice": 0.5823842762674504, + "FN": 7792, + "FP": 1302, + "IoU": 0.41081956592160673, + "TN": 1386421, + "TP": 6341, + "n_pred": 7643, + "n_ref": 14133 + }, + "6": { + "Dice": 0.6940088808714355, + "FN": 346, + "FP": 34936, + "IoU": 0.5314039817778545, + "TN": 1326563, + "TP": 40011, + "n_pred": 74947, + "n_ref": 40357 + }, + "7": { + "Dice": 0.5402935231566921, + "FN": 2932, + "FP": 2299, + "IoU": 0.37013847080072243, + "TN": 1393551, + "TP": 3074, + "n_pred": 5373, + "n_ref": 6006 + }, + "8": { + "Dice": 0.9034178315831717, + "FN": 2925, + "FP": 2851, + "IoU": 0.8238487343702349, + "TN": 1369066, + "TP": 27014, + "n_pred": 29865, + "n_ref": 29939 + }, + "9": { + "Dice": 0.7941153454886923, + "FN": 3826, + "FP": 1436, + "IoU": 0.6585334198572356, + "TN": 1386446, + "TP": 10148, + "n_pred": 11584, + "n_ref": 13974 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9184232971853296, + "FN": 3075, + "FP": 2281, + "IoU": 0.8491522559567397, + "TN": 1191118, + "TP": 30150, + "n_pred": 32431, + "n_ref": 33225 + }, + "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": 0.8989176151653477, + "FN": 3902, + "FP": 1169, + "IoU": 0.816394511025019, + "TN": 1199005, + "TP": 22548, + "n_pred": 23717, + "n_ref": 26450 + }, + "15": { + "Dice": 0.8660711331679074, + "FN": 3037, + "FP": 5059, + "IoU": 0.7637790680710763, + "TN": 1192351, + "TP": 26177, + "n_pred": 31236, + "n_ref": 29214 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9655767571195705, + "FN": 402, + "FP": 316, + "IoU": 0.9334445680385614, + "TN": 1215836, + "TP": 10070, + "n_pred": 10386, + "n_ref": 10472 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9420820812579755, + "FN": 1568, + "FP": 1246, + "IoU": 0.8905058365758755, + "TN": 1376156, + "TP": 22886, + "n_pred": 24132, + "n_ref": 24454 + }, + "10": { + "Dice": 0.6807937850934543, + "FN": 9926, + "FP": 6674, + "IoU": 0.5160632033117603, + "TN": 1367554, + "TP": 17702, + "n_pred": 24376, + "n_ref": 27628 + }, + "11": { + "Dice": 0.8009592326139089, + "FN": 100, + "FP": 66, + "IoU": 0.668, + "TN": 1401356, + "TP": 334, + "n_pred": 400, + "n_ref": 434 + }, + "12": { + "Dice": 0.645842498900132, + "FN": 1055, + "FP": 555, + "IoU": 0.47693307342430147, + "TN": 1398778, + "TP": 1468, + "n_pred": 2023, + "n_ref": 2523 + }, + "13": { + "Dice": 0.5589594549525942, + "FN": 933, + "FP": 8324, + "IoU": 0.38788600145473784, + "TN": 1386733, + "TP": 5866, + "n_pred": 14190, + "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": 0.9083619702176403, + "FN": 71, + "FP": 89, + "IoU": 0.832109129066107, + "TN": 1400903, + "TP": 793, + "n_pred": 882, + "n_ref": 864 + }, + "3": { + "Dice": 0.9405696344471854, + "FN": 134, + "FP": 396, + "IoU": 0.8878069432684166, + "TN": 1397132, + "TP": 4194, + "n_pred": 4590, + "n_ref": 4328 + }, + "4": { + "Dice": 0.5423728813559322, + "FN": 80, + "FP": 28, + "IoU": 0.37209302325581395, + "TN": 1401684, + "TP": 64, + "n_pred": 92, + "n_ref": 144 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.31475239823697176, + "FN": 86, + "FP": 2557, + "IoU": 0.18676923076923077, + "TN": 1398606, + "TP": 607, + "n_pred": 3164, + "n_ref": 693 + }, + "7": { + "Dice": 0.948510830030234, + "FN": 4325, + "FP": 3560, + "IoU": 0.9020642885532592, + "TN": 1321344, + "TP": 72627, + "n_pred": 76187, + "n_ref": 76952 + }, + "8": { + "Dice": 0.9580561180214059, + "FN": 681, + "FP": 479, + "IoU": 0.9194891726818434, + "TN": 1387448, + "TP": 13248, + "n_pred": 13727, + "n_ref": 13929 + }, + "9": { + "Dice": 0.8998846910398155, + "FN": 755, + "FP": 2197, + "IoU": 0.8179912448363031, + "TN": 1385637, + "TP": 13267, + "n_pred": 15464, + "n_ref": 14022 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7308868501529052, + "FN": 547, + "FP": 157, + "IoU": 0.5759036144578313, + "TN": 1224964, + "TP": 956, + "n_pred": 1113, + "n_ref": 1503 + }, + "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": 46, + "IoU": 0.0, + "TN": 1226578, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "13": { + "Dice": 0.7452993978796498, + "FN": 4017, + "FP": 2878, + "IoU": 0.5940057704763587, + "TN": 1209641, + "TP": 10088, + "n_pred": 12966, + "n_ref": 14105 + }, + "14": { + "Dice": 0.708707027684819, + "FN": 23723, + "FP": 214, + "IoU": 0.5488351930036188, + "TN": 1173568, + "TP": 29119, + "n_pred": 29333, + "n_ref": 52842 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1496, + "IoU": 0.0, + "TN": 1225128, + "TP": 0, + "n_pred": 1496, + "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": 4, + "IoU": 0.0, + "TN": 1226620, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "4": { + "Dice": 0.8811818715867801, + "FN": 601, + "FP": 4860, + "IoU": 0.787600637859282, + "TN": 1200913, + "TP": 20250, + "n_pred": 25110, + "n_ref": 20851 + }, + "5": { + "Dice": 0.768746338605741, + "FN": 185, + "FP": 2973, + "IoU": 0.6243606518377542, + "TN": 1218217, + "TP": 5249, + "n_pred": 8222, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9528740688391949, + "FN": 5132, + "FP": 1403, + "IoU": 0.909989945319064, + "TN": 1154021, + "TP": 66068, + "n_pred": 67471, + "n_ref": 71200 + }, + "7": { + "Dice": 0.8345556588506697, + "FN": 2988, + "FP": 11427, + "IoU": 0.7160836681635547, + "TN": 1175852, + "TP": 36357, + "n_pred": 47784, + "n_ref": 39345 + }, + "8": { + "Dice": 0.8828432266298544, + "FN": 1791, + "FP": 7205, + "IoU": 0.7902590287006598, + "TN": 1183733, + "TP": 33895, + "n_pred": 41100, + "n_ref": 35686 + }, + "9": { + "Dice": 0.7034233048057933, + "FN": 1094, + "FP": 708, + "IoU": 0.5425234831175425, + "TN": 1222685, + "TP": 2137, + "n_pred": 2845, + "n_ref": 3231 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0084.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": 0.5267857142857143, + "FN": 634, + "FP": 108, + "IoU": 0.3575757575757576, + "TN": 875005, + "TP": 413, + "n_pred": 521, + "n_ref": 1047 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 665, + "IoU": 0.0, + "TN": 875495, + "TP": 0, + "n_pred": 665, + "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": 0.9545176778699258, + "FN": 1266, + "FP": 818, + "IoU": 0.9129926519706079, + "TN": 852208, + "TP": 21868, + "n_pred": 22686, + "n_ref": 23134 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 0.8485522858022208, + "FN": 982, + "FP": 5415, + "IoU": 0.7369438276174027, + "TN": 1202306, + "TP": 17921, + "n_pred": 23336, + "n_ref": 18903 + }, + "11": { + "Dice": 0.0, + "FN": 860, + "FP": 24, + "IoU": 0.0, + "TN": 1225740, + "TP": 0, + "n_pred": 24, + "n_ref": 860 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4048181388757676, + "FN": 12121, + "FP": 13079, + "IoU": 0.25377554042049155, + "TN": 1192854, + "TP": 8570, + "n_pred": 21649, + "n_ref": 20691 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.7938931297709924, + "FN": 3, + "FP": 78, + "IoU": 0.6582278481012658, + "TN": 1226387, + "TP": 156, + "n_pred": 234, + "n_ref": 159 + }, + "2": { + "Dice": 0.8503102639042861, + "FN": 9413, + "FP": 984, + "IoU": 0.7395997695794826, + "TN": 1186697, + "TP": 29530, + "n_pred": 30514, + "n_ref": 38943 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7307, + "IoU": 0.0, + "TN": 1219317, + "TP": 0, + "n_pred": 7307, + "n_ref": 0 + }, + "4": { + "Dice": 0.9190551181102362, + "FN": 185, + "FP": 329, + "IoU": 0.8502331002331003, + "TN": 1223192, + "TP": 2918, + "n_pred": 3247, + "n_ref": 3103 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9503539938322547, + "FN": 1067, + "FP": 1219, + "IoU": 0.9054042870148142, + "TN": 1202458, + "TP": 21880, + "n_pred": 23099, + "n_ref": 22947 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1226623, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7414187643020596, + "FN": 1790, + "FP": 1261, + "IoU": 0.5890909090909091, + "TN": 1219199, + "TP": 4374, + "n_pred": 5635, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 127101, + "FP": 0, + "IoU": 0.0, + "TN": 924291, + "TP": 0, + "n_pred": 0, + "n_ref": 127101 + }, + "10": { + "Dice": 0.8615984405458089, + "FN": 189, + "FP": 166, + "IoU": 0.7568493150684932, + "TN": 1049932, + "TP": 1105, + "n_pred": 1271, + "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": 0.8901585487787459, + "FN": 638, + "FP": 131, + "IoU": 0.8020592020592021, + "TN": 1047507, + "TP": 3116, + "n_pred": 3247, + "n_ref": 3754 + }, + "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": 0.956801412625339, + "FN": 372, + "FP": 313, + "IoU": 0.9171805102164188, + "TN": 1043121, + "TP": 7586, + "n_pred": 7899, + "n_ref": 7958 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.389285001542118, + "FN": 4629, + "FP": 130019, + "IoU": 0.24168459467678896, + "TN": 873830, + "TP": 42914, + "n_pred": 172933, + "n_ref": 47543 + }, + "7": { + "Dice": 0.9085408359590664, + "FN": 1436, + "FP": 5124, + "IoU": 0.8324093707687198, + "TN": 1012249, + "TP": 32583, + "n_pred": 37707, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 105, + "IoU": 0.0, + "TN": 1051287, + "TP": 0, + "n_pred": 105, + "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": 0.8387220569893504, + "FN": 1123, + "FP": 558, + "IoU": 0.7222405816259088, + "TN": 1045340, + "TP": 4371, + "n_pred": 4929, + "n_ref": 5494 + }, + "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": 2050, + "IoU": 0.0, + "TN": 1049342, + "TP": 0, + "n_pred": 2050, + "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": 0.39285714285714285, + "FN": 1513, + "FP": 17, + "IoU": 0.24444444444444444, + "TN": 1049367, + "TP": 495, + "n_pred": 512, + "n_ref": 2008 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9726106450037733, + "FN": 2744, + "FP": 1575, + "IoU": 0.9466816453508469, + "TN": 970388, + "TP": 76685, + "n_pred": 78260, + "n_ref": 79429 + }, + "7": { + "Dice": 0.02950423216444982, + "FN": 4, + "FP": 16048, + "IoU": 0.014972999509081984, + "TN": 1035096, + "TP": 244, + "n_pred": 16292, + "n_ref": 248 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.7426002248032971, + "FN": 2736, + "FP": 12, + "IoU": 0.5905840286054828, + "TN": 1044680, + "TP": 3964, + "n_pred": 3976, + "n_ref": 6700 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 0.8189166932759693, + "FN": 4625, + "FP": 6150, + "IoU": 0.6933606534050485, + "TN": 1191485, + "TP": 24364, + "n_pred": 30514, + "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": 0.791957883271308, + "FN": 4583, + "FP": 4585, + "IoU": 0.6555714178375536, + "TN": 1200006, + "TP": 17450, + "n_pred": 22035, + "n_ref": 22033 + }, + "14": { + "Dice": 0.0, + "FN": 3, + "FP": 547, + "IoU": 0.0, + "TN": 1226074, + "TP": 0, + "n_pred": 547, + "n_ref": 3 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 411, + "IoU": 0.0, + "TN": 1226213, + "TP": 0, + "n_pred": 411, + "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": 0.8106209224873397, + "FN": 12419, + "FP": 34, + "IoU": 0.6815496739547372, + "TN": 1187519, + "TP": 26652, + "n_pred": 26686, + "n_ref": 39071 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8665813634198507, + "FN": 1356, + "FP": 12929, + "IoU": 0.7645730672248133, + "TN": 1165947, + "TP": 46392, + "n_pred": 59321, + "n_ref": 47748 + }, + "7": { + "Dice": 0.6619522731948159, + "FN": 7132, + "FP": 6014, + "IoU": 0.4947149940423569, + "TN": 1200607, + "TP": 12871, + "n_pred": 18885, + "n_ref": 20003 + }, + "8": { + "Dice": 0.874251497005988, + "FN": 58, + "FP": 383, + "IoU": 0.776595744680851, + "TN": 1224650, + "TP": 1533, + "n_pred": 1916, + "n_ref": 1591 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 184, + "IoU": 0.0, + "TN": 1226440, + "TP": 0, + "n_pred": 184, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.47058823529411764, + "FN": 118, + "FP": 8, + "IoU": 0.3076923076923077, + "TN": 1226442, + "TP": 56, + "n_pred": 64, + "n_ref": 174 + }, + "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": 907, + "IoU": 0.0, + "TN": 1225717, + "TP": 0, + "n_pred": 907, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 541, + "IoU": 0.0, + "TN": 1226083, + "TP": 0, + "n_pred": 541, + "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": 5338, + "IoU": 0.0, + "TN": 1221286, + "TP": 0, + "n_pred": 5338, + "n_ref": 0 + }, + "3": { + "Dice": 0.9105913989177447, + "FN": 9140, + "FP": 4359, + "IoU": 0.8358584630350194, + "TN": 1144384, + "TP": 68741, + "n_pred": 73100, + "n_ref": 77881 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4588782974950122, + "FN": 2435, + "FP": 6, + "IoU": 0.2977560414269275, + "TN": 1223148, + "TP": 1035, + "n_pred": 1041, + "n_ref": 3470 + }, + "6": { + "Dice": 0.8876000316932098, + "FN": 6068, + "FP": 1025, + "IoU": 0.797914470497735, + "TN": 1191525, + "TP": 28006, + "n_pred": 29031, + "n_ref": 34074 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1366, + "IoU": 0.0, + "TN": 1225258, + "TP": 0, + "n_pred": 1366, + "n_ref": 0 + }, + "8": { + "Dice": 0.9747737338725208, + "FN": 60, + "FP": 71, + "IoU": 0.9507888805409467, + "TN": 1223962, + "TP": 2531, + "n_pred": 2602, + "n_ref": 2591 + }, + "9": { + "Dice": 0.783554448110984, + "FN": 4462, + "FP": 1966, + "IoU": 0.6441344184244034, + "TN": 1208561, + "TP": 11635, + "n_pred": 13601, + "n_ref": 16097 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 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": 0.8770954810495627, + "FN": 2447, + "FP": 251, + "IoU": 0.7810953346855983, + "TN": 1039067, + "TP": 9627, + "n_pred": 9878, + "n_ref": 12074 + }, + "15": { + "Dice": 0.4101161995898838, + "FN": 14531, + "FP": 140, + "IoU": 0.2579535683576956, + "TN": 1031621, + "TP": 5100, + "n_pred": 5240, + "n_ref": 19631 + }, + "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": 1609, + "FP": 0, + "IoU": 0.0, + "TN": 1049783, + "TP": 0, + "n_pred": 0, + "n_ref": 1609 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0214.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": 0.6933672747843304, + "FN": 5267, + "FP": 5574, + "IoU": 0.5306520045025543, + "TN": 1203526, + "TP": 12257, + "n_pred": 17831, + "n_ref": 17524 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6334117647058823, + "FN": 457, + "FP": 322, + "IoU": 0.4634986225895317, + "TN": 1225172, + "TP": 673, + "n_pred": 995, + "n_ref": 1130 + }, + "13": { + "Dice": 0.6658615578854916, + "FN": 5651, + "FP": 436, + "IoU": 0.4990947992100066, + "TN": 1214472, + "TP": 6065, + "n_pred": 6501, + "n_ref": 11716 + }, + "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": 0.9007352941176471, + "FN": 28, + "FP": 26, + "IoU": 0.8193979933110368, + "TN": 1226325, + "TP": 245, + "n_pred": 271, + "n_ref": 273 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7954995499549955, + "FN": 807, + "FP": 1465, + "IoU": 0.6604393962038559, + "TN": 1219933, + "TP": 4419, + "n_pred": 5884, + "n_ref": 5226 + }, + "6": { + "Dice": 0.9303961161915518, + "FN": 12466, + "FP": 2201, + "IoU": 0.8698511012121319, + "TN": 1113930, + "TP": 98027, + "n_pred": 100228, + "n_ref": 110493 + }, + "7": { + "Dice": 0.9217604588331842, + "FN": 4348, + "FP": 4137, + "IoU": 0.8548753997981767, + "TN": 1168157, + "TP": 49982, + "n_pred": 54119, + "n_ref": 54330 + }, + "8": { + "Dice": 0.9434963974213121, + "FN": 659, + "FP": 3513, + "IoU": 0.8930366116295765, + "TN": 1187620, + "TP": 34832, + "n_pred": 38345, + "n_ref": 35491 + }, + "9": { + "Dice": 0.9340480390826436, + "FN": 455, + "FP": 517, + "IoU": 0.876257161043921, + "TN": 1218769, + "TP": 6883, + "n_pred": 7400, + "n_ref": 7338 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9559076961876339, + "FN": 150, + "FP": 899, + "IoU": 0.9155394524959742, + "TN": 1038972, + "TP": 11371, + "n_pred": 12270, + "n_ref": 11521 + }, + "10": { + "Dice": 0.42811755361397935, + "FN": 7613, + "FP": 3907, + "IoU": 0.27235977766548763, + "TN": 1035560, + "TP": 4312, + "n_pred": 8219, + "n_ref": 11925 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 107, + "IoU": 0.0, + "TN": 1051285, + "TP": 0, + "n_pred": 107, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7257413997627521, + "FN": 5894, + "FP": 5666, + "IoU": 0.5695401228821448, + "TN": 1024537, + "TP": 15295, + "n_pred": 20961, + "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": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 1051370, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "7": { + "Dice": 0.7292992442610843, + "FN": 35843, + "FP": 442, + "IoU": 0.5739346899475124, + "TN": 966229, + "TP": 48878, + "n_pred": 49320, + "n_ref": 84721 + }, + "8": { + "Dice": 0.939616798916199, + "FN": 463, + "FP": 785, + "IoU": 0.8861106041248403, + "TN": 1040434, + "TP": 9710, + "n_pred": 10495, + "n_ref": 10173 + }, + "9": { + "Dice": 0.9373494550571176, + "FN": 887, + "FP": 1740, + "IoU": 0.8820862695812199, + "TN": 1029113, + "TP": 19652, + "n_pred": 21392, + "n_ref": 20539 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.625547130263239, + "FN": 5842, + "FP": 6306, + "IoU": 0.45512446736936535, + "TN": 1204329, + "TP": 10147, + "n_pred": 16453, + "n_ref": 15989 + }, + "11": { + "Dice": 0.6057692307692307, + "FN": 110, + "FP": 54, + "IoU": 0.43448275862068964, + "TN": 1226334, + "TP": 126, + "n_pred": 180, + "n_ref": 236 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6700531189225276, + "FN": 15198, + "FP": 7536, + "IoU": 0.5038194596010301, + "TN": 1180806, + "TP": 23084, + "n_pred": 30620, + "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": 0.13489550348321722, + "FN": 2720, + "FP": 12, + "IoU": 0.07232597623089983, + "TN": 1223679, + "TP": 213, + "n_pred": 225, + "n_ref": 2933 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1322, + "IoU": 0.0, + "TN": 1225302, + "TP": 0, + "n_pred": 1322, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1992, + "IoU": 0.0, + "TN": 1224632, + "TP": 0, + "n_pred": 1992, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9390618482423875, + "FN": 1749, + "FP": 1465, + "IoU": 0.8851240260204446, + "TN": 1198646, + "TP": 24764, + "n_pred": 26229, + "n_ref": 26513 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8333005313914583, + "FN": 4232, + "FP": 850, + "IoU": 0.7142375168690959, + "TN": 1208840, + "TP": 12702, + "n_pred": 13552, + "n_ref": 16934 + }, + "9": { + "Dice": 0.7589419166463902, + "FN": 468, + "FP": 6467, + "IoU": 0.6115281200985884, + "TN": 1208772, + "TP": 10917, + "n_pred": 17384, + "n_ref": 11385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.97096695949295, + "FN": 381, + "FP": 2372, + "IoU": 0.943572189882758, + "TN": 1002604, + "TP": 46035, + "n_pred": 48407, + "n_ref": 46416 + }, + "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": 0.9302640783490731, + "FN": 4936, + "FP": 1444, + "IoU": 0.8696203049004781, + "TN": 1002458, + "TP": 42554, + "n_pred": 43998, + "n_ref": 47490 + }, + "15": { + "Dice": 0.895025375200152, + "FN": 4643, + "FP": 3093, + "IoU": 0.8099963158541078, + "TN": 1010677, + "TP": 32979, + "n_pred": 36072, + "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": 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": 0.9018504490855968, + "FN": 2161, + "FP": 560, + "IoU": 0.8212455656286953, + "TN": 1036170, + "TP": 12501, + "n_pred": 13061, + "n_ref": 14662 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9186516853932585, + "FN": 91, + "FP": 90, + "IoU": 0.8495428096425602, + "TN": 1400653, + "TP": 1022, + "n_pred": 1112, + "n_ref": 1113 + }, + "10": { + "Dice": 0.881837796674705, + "FN": 4941, + "FP": 1576, + "IoU": 0.7886492622020431, + "TN": 1371021, + "TP": 24318, + "n_pred": 25894, + "n_ref": 29259 + }, + "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": 41, + "IoU": 0.0, + "TN": 1401815, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "13": { + "Dice": 0.0052103120759837175, + "FN": 18137, + "FP": 192, + "IoU": 0.0026119606029275724, + "TN": 1383479, + "TP": 48, + "n_pred": 240, + "n_ref": 18185 + }, + "14": { + "Dice": 0.27143931299220386, + "FN": 21448, + "FP": 15372, + "IoU": 0.15703198333295176, + "TN": 1358177, + "TP": 6859, + "n_pred": 22231, + "n_ref": 28307 + }, + "15": { + "Dice": 0.25399001272887495, + "FN": 21488, + "FP": 1369, + "IoU": 0.14546882009869896, + "TN": 1375108, + "TP": 3891, + "n_pred": 5260, + "n_ref": 25379 + }, + "2": { + "Dice": 0.640770036479214, + "FN": 19703, + "FP": 189, + "IoU": 0.47142135891371933, + "TN": 1364223, + "TP": 17741, + "n_pred": 17930, + "n_ref": 37444 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 17914, + "IoU": 0.0, + "TN": 1383942, + "TP": 0, + "n_pred": 17914, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 1401811, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9402671235543787, + "FN": 2190, + "FP": 878, + "IoU": 0.8872680507073305, + "TN": 1374641, + "TP": 24147, + "n_pred": 25025, + "n_ref": 26337 + }, + "7": { + "Dice": 0.7454948301329395, + "FN": 441, + "FP": 3005, + "IoU": 0.5942540916048511, + "TN": 1393363, + "TP": 5047, + "n_pred": 8052, + "n_ref": 5488 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1401854, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 1401826, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 540, + "IoU": 0.0, + "TN": 1401316, + "TP": 0, + "n_pred": 540, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4785, + "IoU": 0.0, + "TN": 1397071, + "TP": 0, + "n_pred": 4785, + "n_ref": 0 + }, + "11": { + "Dice": 0.007633587786259542, + "FN": 496, + "FP": 24, + "IoU": 0.0038314176245210726, + "TN": 1401334, + "TP": 2, + "n_pred": 26, + "n_ref": 498 + }, + "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": 4, + "IoU": 0.0, + "TN": 1401852, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "14": { + "Dice": 0.7280095174362406, + "FN": 13554, + "FP": 8394, + "IoU": 0.5723388086748115, + "TN": 1350535, + "TP": 29373, + "n_pred": 37767, + "n_ref": 42927 + }, + "15": { + "Dice": 0.5846906017141342, + "FN": 2842, + "FP": 11259, + "IoU": 0.41311857493652976, + "TN": 1377829, + "TP": 9926, + "n_pred": 21185, + "n_ref": 12768 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 444, + "IoU": 0.0, + "TN": 1401412, + "TP": 0, + "n_pred": 444, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 285, + "IoU": 0.0, + "TN": 1401571, + "TP": 0, + "n_pred": 285, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1955, + "IoU": 0.0, + "TN": 1399901, + "TP": 0, + "n_pred": 1955, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.652959071818305, + "FN": 139708, + "FP": 1175, + "IoU": 0.4847358815590723, + "TN": 1128437, + "TP": 132536, + "n_pred": 133711, + "n_ref": 272244 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4978, + "IoU": 0.0, + "TN": 1396878, + "TP": 0, + "n_pred": 4978, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.2808937528499772, + "FN": 1245, + "FP": 8217, + "IoU": 0.16339522546419097, + "TN": 1390546, + "TP": 1848, + "n_pred": 10065, + "n_ref": 3093 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6878580481622306, + "FN": 4173, + "FP": 1984, + "IoU": 0.5242253303454139, + "TN": 1213683, + "TP": 6784, + "n_pred": 8768, + "n_ref": 10957 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 205, + "IoU": 0.0, + "TN": 1226419, + "TP": 0, + "n_pred": 205, + "n_ref": 0 + }, + "12": { + "Dice": 0.7072469718743585, + "FN": 1520, + "FP": 1332, + "IoU": 0.5470859139272669, + "TN": 1220327, + "TP": 3445, + "n_pred": 4777, + "n_ref": 4965 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 7152, + "IoU": 0.0, + "TN": 1219472, + "TP": 0, + "n_pred": 7152, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 21373, + "IoU": 0.0, + "TN": 1205251, + "TP": 0, + "n_pred": 21373, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 295, + "IoU": 0.0, + "TN": 1226329, + "TP": 0, + "n_pred": 295, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9405287939152481, + "FN": 98, + "FP": 723, + "IoU": 0.8877341720224258, + "TN": 1219311, + "TP": 6492, + "n_pred": 7215, + "n_ref": 6590 + }, + "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": 5707, + "IoU": 0.0, + "TN": 1220917, + "TP": 0, + "n_pred": 5707, + "n_ref": 0 + }, + "7": { + "Dice": 0.8141078419841044, + "FN": 8722, + "FP": 2341, + "IoU": 0.6864939922919973, + "TN": 1191336, + "TP": 24225, + "n_pred": 26566, + "n_ref": 32947 + }, + "8": { + "Dice": 0.9691771799900477, + "FN": 801, + "FP": 252, + "IoU": 0.9401976374375284, + "TN": 1209016, + "TP": 16555, + "n_pred": 16807, + "n_ref": 17356 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.37547642382663615, + "FN": 611, + "FP": 5124, + "IoU": 0.2311301783080842, + "TN": 1219165, + "TP": 1724, + "n_pred": 6848, + "n_ref": 2335 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 1226599, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 788, + "IoU": 0.0, + "TN": 1225836, + "TP": 0, + "n_pred": 788, + "n_ref": 0 + }, + "13": { + "Dice": 0.7084982845077857, + "FN": 2467, + "FP": 6369, + "IoU": 0.5485848574639829, + "TN": 1207050, + "TP": 10738, + "n_pred": 17107, + "n_ref": 13205 + }, + "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": 0.7336170978859112, + "FN": 40750, + "FP": 680, + "IoU": 0.5793011708079895, + "TN": 1128145, + "TP": 57049, + "n_pred": 57729, + "n_ref": 97799 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 30946, + "IoU": 0.0, + "TN": 1195678, + "TP": 0, + "n_pred": 30946, + "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": 0.16848154000861945, + "FN": 0, + "FP": 28941, + "IoU": 0.09199008565243309, + "TN": 1194751, + "TP": 2932, + "n_pred": 31873, + "n_ref": 2932 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2070, + "IoU": 0.0, + "TN": 1224554, + "TP": 0, + "n_pred": 2070, + "n_ref": 0 + }, + "8": { + "Dice": 0.8256859971711457, + "FN": 5654, + "FP": 508, + "IoU": 0.7031219888225092, + "TN": 1205868, + "TP": 14594, + "n_pred": 15102, + "n_ref": 20248 + }, + "9": { + "Dice": 0.2783796765757592, + "FN": 554, + "FP": 12967, + "IoU": 0.16169632339264678, + "TN": 1210495, + "TP": 2608, + "n_pred": 15575, + "n_ref": 3162 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.46780504839763964, + "FN": 58579, + "FP": 856, + "IoU": 0.3053169232207768, + "TN": 965835, + "TP": 26122, + "n_pred": 26978, + "n_ref": 84701 + }, + "10": { + "Dice": 0.4996953077391834, + "FN": 51, + "FP": 770, + "IoU": 0.3330625507717303, + "TN": 1050161, + "TP": 410, + "n_pred": 1180, + "n_ref": 461 + }, + "11": { + "Dice": 0.3290684624017957, + "FN": 2844, + "FP": 145, + "IoU": 0.1969371305749597, + "TN": 1047670, + "TP": 733, + "n_pred": 878, + "n_ref": 3577 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1051390, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": 0.28337743565070966, + "FN": 0, + "FP": 2979, + "IoU": 0.16507847533632286, + "TN": 1047824, + "TP": 589, + "n_pred": 3568, + "n_ref": 589 + }, + "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": 9, + "IoU": 0.0, + "TN": 1051383, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "2": { + "Dice": 0.959736871951911, + "FN": 630, + "FP": 1145, + "IoU": 0.9225904928041867, + "TN": 1028462, + "TP": 21155, + "n_pred": 22300, + "n_ref": 21785 + }, + "3": { + "Dice": 0.9270159693810215, + "FN": 174, + "FP": 379, + "IoU": 0.863960639606396, + "TN": 1047327, + "TP": 3512, + "n_pred": 3891, + "n_ref": 3686 + }, + "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": 0.4408914685943888, + "FN": 2142, + "FP": 124623, + "IoU": 0.2827843345818293, + "TN": 874646, + "TP": 49981, + "n_pred": 174604, + "n_ref": 52123 + }, + "7": { + "Dice": 0.0, + "FN": 48779, + "FP": 193, + "IoU": 0.0, + "TN": 1002420, + "TP": 0, + "n_pred": 193, + "n_ref": 48779 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1051391, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "9": { + "Dice": 0.7692351500654935, + "FN": 260, + "FP": 7844, + "IoU": 0.6250057840914349, + "TN": 1029781, + "TP": 13507, + "n_pred": 21351, + "n_ref": 13767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.7833936555248031, + "FN": 10610, + "FP": 9738, + "IoU": 0.6439171216575669, + "TN": 994248, + "TP": 36796, + "n_pred": 46534, + "n_ref": 47406 + }, + "15": { + "Dice": 0.3835178023736498, + "FN": 4374, + "FP": 249, + "IoU": 0.23725457845240058, + "TN": 1045331, + "TP": 1438, + "n_pred": 1687, + "n_ref": 5812 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.5831183192038334, + "FN": 1116, + "FP": 15, + "IoU": 0.41155046826222685, + "TN": 1049470, + "TP": 791, + "n_pred": 806, + "n_ref": 1907 + }, + "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": 0.6853779990946129, + "FN": 694, + "FP": 1, + "IoU": 0.5213498622589532, + "TN": 1049940, + "TP": 757, + "n_pred": 758, + "n_ref": 1451 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 1051326, + "TP": 0, + "n_pred": 66, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9710901760909072, + "FN": 1079, + "FP": 1689, + "IoU": 0.9438049414296446, + "TN": 1527831, + "TP": 46489, + "n_pred": 48178, + "n_ref": 47568 + }, + "10": { + "Dice": 0.7843368402322116, + "FN": 7730, + "FP": 11662, + "IoU": 0.6451925715853993, + "TN": 1522433, + "TP": 35263, + "n_pred": 46925, + "n_ref": 42993 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 27, + "IoU": 0.0, + "TN": 1577055, + "TP": 0, + "n_pred": 27, + "n_ref": 6 + }, + "13": { + "Dice": 0.6088206602659547, + "FN": 5015, + "FP": 2604, + "IoU": 0.4376291703572483, + "TN": 1563540, + "TP": 5929, + "n_pred": 8533, + "n_ref": 10944 + }, + "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": 0.08399592252803262, + "FN": 47, + "FP": 4446, + "IoU": 0.043839114705256435, + "TN": 1572389, + "TP": 206, + "n_pred": 4652, + "n_ref": 253 + }, + "3": { + "Dice": 0.9231126727834775, + "FN": 10176, + "FP": 743, + "IoU": 0.8572045091936286, + "TN": 1500622, + "TP": 65547, + "n_pred": 66290, + "n_ref": 75723 + }, + "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": 414, + "IoU": 0.0, + "TN": 1576674, + "TP": 0, + "n_pred": 414, + "n_ref": 0 + }, + "7": { + "Dice": 0.9429465098784495, + "FN": 2214, + "FP": 2109, + "IoU": 0.8920518390890704, + "TN": 1537041, + "TP": 35724, + "n_pred": 37833, + "n_ref": 37938 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9520974082980267, + "FN": 455, + "FP": 800, + "IoU": 0.9085743425366067, + "TN": 1563361, + "TP": 12472, + "n_pred": 13272, + "n_ref": 12927 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7579507895703268, + "FN": 12993, + "FP": 189, + "IoU": 0.6102421572395849, + "TN": 1017571, + "TP": 20639, + "n_pred": 20828, + "n_ref": 33632 + }, + "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": 12062, + "IoU": 0.0, + "TN": 1039330, + "TP": 0, + "n_pred": 12062, + "n_ref": 0 + }, + "7": { + "Dice": 0.8690969345484673, + "FN": 295, + "FP": 21, + "IoU": 0.7684981684981685, + "TN": 1050027, + "TP": 1049, + "n_pred": 1070, + "n_ref": 1344 + }, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.06870834655664869, + "FN": 655, + "FP": 11083, + "IoU": 0.035576370059978636, + "TN": 1214453, + "TP": 433, + "n_pred": 11516, + "n_ref": 1088 + }, + "10": { + "Dice": 0.872570725707257, + "FN": 558, + "FP": 478, + "IoU": 0.7739471961597207, + "TN": 1222041, + "TP": 3547, + "n_pred": 4025, + "n_ref": 4105 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 1226573, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "12": { + "Dice": 0.6484983314794216, + "FN": 882, + "FP": 1014, + "IoU": 0.47983539094650207, + "TN": 1222979, + "TP": 1749, + "n_pred": 2763, + "n_ref": 2631 + }, + "13": { + "Dice": 0.2674123029994916, + "FN": 2789, + "FP": 93, + "IoU": 0.15434272300469484, + "TN": 1223216, + "TP": 526, + "n_pred": 619, + "n_ref": 3315 + }, + "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": 217, + "IoU": 0.0, + "TN": 1226407, + "TP": 0, + "n_pred": 217, + "n_ref": 0 + }, + "3": { + "Dice": 0.9034891781560502, + "FN": 1246, + "FP": 7, + "IoU": 0.8239674065748805, + "TN": 1219506, + "TP": 5865, + "n_pred": 5872, + "n_ref": 7111 + }, + "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": 246, + "IoU": 0.0, + "TN": 1226378, + "TP": 0, + "n_pred": 246, + "n_ref": 0 + }, + "6": { + "Dice": 0.6101694915254238, + "FN": 8, + "FP": 15, + "IoU": 0.43902439024390244, + "TN": 1226583, + "TP": 18, + "n_pred": 33, + "n_ref": 26 + }, + "7": { + "Dice": 0.08571428571428572, + "FN": 64, + "FP": 0, + "IoU": 0.04477611940298507, + "TN": 1226557, + "TP": 3, + "n_pred": 3, + "n_ref": 67 + }, + "8": { + "Dice": 0.9392938261408218, + "FN": 1028, + "FP": 1912, + "IoU": 0.8855363052365194, + "TN": 1200939, + "TP": 22745, + "n_pred": 24657, + "n_ref": 23773 + }, + "9": { + "Dice": 0.9244710078565576, + "FN": 1180, + "FP": 387, + "IoU": 0.8595500582593887, + "TN": 1215467, + "TP": 9590, + "n_pred": 9977, + "n_ref": 10770 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0400.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": 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": 0.9079129123864951, + "FN": 13040, + "FP": 93, + "IoU": 0.8313557798495005, + "TN": 1148750, + "TP": 64741, + "n_pred": 64834, + "n_ref": 77781 + }, + "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": 209, + "IoU": 0.0, + "TN": 1226415, + "TP": 0, + "n_pred": 209, + "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_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806265/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.4926866881251099, + "FN": 1795.368, + "FP": 1587.1133333333332, + "IoU": 0.41538808052633974, + "TN": 1158231.8044444446, + "TP": 6599.047555555555, + "n_pred": 8186.160888888888, + "n_ref": 8394.415555555555 + }, + "mean": { + "1": { + "Dice": 0.44464103957537393, + "FN": 2852.1666666666665, + "FP": 1009.3866666666667, + "IoU": 0.393974372694267, + "TN": 1159250.2466666666, + "TP": 5101.533333333334, + "n_pred": 6110.92, + "n_ref": 7953.7 + }, + "10": { + "Dice": 0.5221575961246504, + "FN": 1787.7466666666667, + "FP": 1674.9733333333334, + "IoU": 0.4179621974730298, + "TN": 1160220.5933333333, + "TP": 4530.02, + "n_pred": 6204.993333333334, + "n_ref": 6317.766666666667 + }, + "11": { + "Dice": 0.3609898404490516, + "FN": 148.63333333333333, + "FP": 96.58666666666666, + "IoU": 0.26766496822097335, + "TN": 1167788.1466666667, + "TP": 179.96666666666667, + "n_pred": 276.5533333333334, + "n_ref": 328.59999999999997 + }, + "12": { + "Dice": 0.2578211985022428, + "FN": 285.3466666666667, + "FP": 116.13333333333335, + "IoU": 0.18354934757788624, + "TN": 1167604.48, + "TP": 207.37333333333336, + "n_pred": 323.50666666666666, + "n_ref": 492.7200000000001 + }, + "13": { + "Dice": 0.4053412852631585, + "FN": 2108.413333333333, + "FP": 1542.8733333333332, + "IoU": 0.30436253334149505, + "TN": 1161397.1333333333, + "TP": 3164.9133333333334, + "n_pred": 4707.786666666667, + "n_ref": 5273.326666666667 + }, + "14": { + "Dice": 0.4300210219123716, + "FN": 1316.92, + "FP": 1348.64, + "IoU": 0.36888497816866533, + "TN": 1161701.6933333334, + "TP": 3846.0800000000004, + "n_pred": 5194.719999999999, + "n_ref": 5163.0 + }, + "15": { + "Dice": 0.3710344142623927, + "FN": 1315.1733333333334, + "FP": 1296.1266666666666, + "IoU": 0.30160953560950887, + "TN": 1162491.2600000002, + "TP": 3110.7733333333335, + "n_pred": 4406.9, + "n_ref": 4425.946666666666 + }, + "2": { + "Dice": 0.5334818647798473, + "FN": 1676.0066666666667, + "FP": 1120.3866666666668, + "IoU": 0.4767105942967153, + "TN": 1159762.8800000001, + "TP": 5654.06, + "n_pred": 6774.446666666666, + "n_ref": 7330.0666666666675 + }, + "3": { + "Dice": 0.4827606269819452, + "FN": 2409.1133333333337, + "FP": 1723.0266666666666, + "IoU": 0.4272157097954171, + "TN": 1157822.7666666666, + "TP": 6258.426666666666, + "n_pred": 7981.453333333333, + "n_ref": 8667.539999999999 + }, + "4": { + "Dice": 0.40825841308569305, + "FN": 788.48, + "FP": 471.71999999999997, + "IoU": 0.33779890270313745, + "TN": 1164958.84, + "TP": 1994.2933333333335, + "n_pred": 2466.0133333333333, + "n_ref": 2782.7733333333335 + }, + "5": { + "Dice": 0.5654036976903858, + "FN": 516.6133333333333, + "FP": 234.54666666666668, + "IoU": 0.453159853927135, + "TN": 1166368.86, + "TP": 1093.3133333333333, + "n_pred": 1327.8600000000001, + "n_ref": 1609.9266666666667 + }, + "6": { + "Dice": 0.6991594338237596, + "FN": 4710.713333333333, + "FP": 7545.146666666667, + "IoU": 0.6341108700660165, + "TN": 1114215.2266666668, + "TP": 41742.246666666666, + "n_pred": 49287.39333333333, + "n_ref": 46452.96000000001 + }, + "7": { + "Dice": 0.482833783361648, + "FN": 4807.6866666666665, + "FP": 3874.6399999999994, + "IoU": 0.3995989989972102, + "TN": 1149319.2866666666, + "TP": 10211.720000000001, + "n_pred": 14086.36, + "n_ref": 15019.406666666666 + }, + "8": { + "Dice": 0.7748561522021122, + "FN": 1301.7266666666667, + "FP": 804.4466666666666, + "IoU": 0.7077693941083154, + "TN": 1158339.7466666666, + "TP": 7767.413333333333, + "n_pred": 8571.859999999999, + "n_ref": 9069.14 + }, + "9": { + "Dice": 0.6515399538620168, + "FN": 905.78, + "FP": 948.0666666666668, + "IoU": 0.556448950915322, + "TN": 1162235.9066666667, + "TP": 4123.58, + "n_pred": 5071.646666666666, + "n_ref": 5029.360000000001 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_003/summary.json b/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_003/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f9a6f68d37ea194a6f72a7cf67127e3d62b4c207 --- /dev/null +++ b/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_003/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7338834965456382, + "FN": 30013.145333333334, + "FP": 31053.27333333333, + "IoU": 0.6173705157043573, + "TN": 96239317.036, + "TP": 156577.38533333328, + "n_pred": 187630.65866666666, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8643686635297372, + "FN": 28570.06, + "FP": 21247.54, + "IoU": 0.7851252936959245, + "TN": 96241425.16, + "TP": 165718.08, + "n_pred": 186965.62, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.6996445014735143, + "FN": 18854.72, + "FP": 25665.42, + "IoU": 0.5591661902827257, + "TN": 96357072.86, + "TP": 55367.84, + "n_pred": 81033.26, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6424800041319209, + "FN": 1451.3, + "FP": 817.54, + "IoU": 0.4904415345712218, + "TN": 96452442.92, + "TP": 2249.08, + "n_pred": 3066.62, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.5928652504704156, + "FN": 2001.2, + "FP": 907.14, + "IoU": 0.4375418192978662, + "TN": 96451817.04, + "TP": 2235.46, + "n_pred": 3142.6, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.597585827018328, + "FN": 24476.26, + "FP": 16101.16, + "IoU": 0.4490868500934056, + "TN": 96383001.54, + "TP": 33381.88, + "n_pred": 49483.04, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7032466137873035, + "FN": 52040.22, + "FP": 21129.42, + "IoU": 0.600308854148451, + "TN": 96297473.28, + "TP": 86317.92, + "n_pred": 107447.34, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.5865930261201997, + "FN": 16271.2, + "FP": 28855.08, + "IoU": 0.46166249258135095, + "TN": 96374058.72, + "TP": 37775.84, + "n_pred": 66630.92, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.8047654444510545, + "FN": 33371.88, + "FP": 25370.92, + "IoU": 0.6964407894301172, + "TN": 96274748.22, + "TP": 123469.82, + "n_pred": 148840.74, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8007599770697565, + "FN": 29236.8, + "FP": 36344.72, + "IoU": 0.6859048393414027, + "TN": 96257213.54, + "TP": 134165.78, + "n_pred": 170510.5, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6652823126423898, + "FN": 7478.42, + "FP": 6779.14, + "IoU": 0.5636139061519738, + "TN": 96423604.2, + "TP": 19099.08, + "n_pred": 25878.22, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.6790629155056057, + "FN": 7698.92, + "FP": 3144.04, + "IoU": 0.5347568776335665, + "TN": 96436664.64, + "TP": 9453.24, + "n_pred": 12597.28, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9118377868079071, + "FN": 85198.36, + "FP": 182063.86, + "IoU": 0.8462829118328689, + "TN": 94915673.36, + "TP": 1274025.26, + "n_pred": 1456089.12, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.7071458511601892, + "FN": 112561.3, + "FP": 79070.7, + "IoU": 0.5773050819350926, + "TN": 96038965.48, + "TP": 226363.36, + "n_pred": 305434.06, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9101103552495549, + "FN": 17359.56, + "FP": 9491.96, + "IoU": 0.8376406401737235, + "TN": 96315099.7, + "TP": 115009.62, + "n_pred": 124501.58, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8425039187666948, + "FN": 13626.98, + "FP": 8810.46, + "IoU": 0.7352796543956686, + "TN": 96370494.88, + "TP": 64028.52, + "n_pred": 72838.98, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.916190149732787, + "FN": 4487, + "FP": 11650, + "IoU": 0.8453421506612996, + "TN": 119488980, + "TP": 88203, + "n_pred": 99853, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7288914417001723, + "FN": 14423, + "FP": 30889, + "IoU": 0.5734297333935834, + "TN": 119487096, + "TP": 60912, + "n_pred": 91801, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7554831061055127, + "FN": 997, + "FP": 653, + "IoU": 0.6070492974517743, + "TN": 119589121, + "TP": 2549, + "n_pred": 3202, + "n_ref": 3546 + }, + "12": { + "Dice": 0.6856377636424507, + "FN": 1393, + "FP": 1424, + "IoU": 0.521650534895568, + "TN": 119587431, + "TP": 3072, + "n_pred": 4496, + "n_ref": 4465 + }, + "13": { + "Dice": 0.46641728103511576, + "FN": 29254, + "FP": 24521, + "IoU": 0.3041357177980797, + "TN": 119516042, + "TP": 23503, + "n_pred": 48024, + "n_ref": 52757 + }, + "14": { + "Dice": 0.3975940678454922, + "FN": 185448, + "FP": 2540, + "IoU": 0.24812318768123187, + "TN": 119343295, + "TP": 62037, + "n_pred": 64577, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 200814, + "IoU": 0.0, + "TN": 119359643, + "TP": 0, + "n_pred": 200814, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9516853264084051, + "FN": 4835, + "FP": 8970, + "IoU": 0.9078241012766413, + "TN": 119443552, + "TP": 135963, + "n_pred": 144933, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9488872287565802, + "FN": 6527, + "FP": 11125, + "IoU": 0.9027454091667906, + "TN": 119411817, + "TP": 163851, + "n_pred": 174976, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7671692576637322, + "FN": 28553, + "FP": 1281, + "IoU": 0.6222827119073242, + "TN": 119514335, + "TP": 49151, + "n_pred": 50432, + "n_ref": 77704 + }, + "5": { + "Dice": 0.1369273319355846, + "FN": 58125, + "FP": 19265, + "IoU": 0.07349543272396414, + "TN": 119509791, + "TP": 6139, + "n_pred": 25404, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9596918884816013, + "FN": 32714, + "FP": 63823, + "IoU": 0.9225073589793193, + "TN": 118347563, + "TP": 1149220, + "n_pred": 1213043, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 232863, + "IoU": 0.0, + "TN": 119360457, + "TP": 0, + "n_pred": 232863, + "n_ref": 0 + }, + "8": { + "Dice": 0.7909756961151915, + "FN": 68695, + "FP": 46422, + "IoU": 0.6542264647399122, + "TN": 119260394, + "TP": 217809, + "n_pred": 264231, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8285208419856172, + "FN": 19678, + "FP": 3857, + "IoU": 0.7072433481359853, + "TN": 119512929, + "TP": 56856, + "n_pred": 60713, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9048201614876438, + "FN": 18455, + "FP": 17333, + "IoU": 0.8261840929401251, + "TN": 72619764, + "TP": 170108, + "n_pred": 187441, + "n_ref": 188563 + }, + "10": { + "Dice": 0.669899622562137, + "FN": 11123, + "FP": 45375, + "IoU": 0.5036459156958867, + "TN": 72711834, + "TP": 57328, + "n_pred": 102703, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6137184115523465, + "FN": 717, + "FP": 1209, + "IoU": 0.4427083333333333, + "TN": 72822204, + "TP": 1530, + "n_pred": 2739, + "n_ref": 2247 + }, + "12": { + "Dice": 0.7035175879396985, + "FN": 844, + "FP": 867, + "IoU": 0.5426356589147286, + "TN": 72821919, + "TP": 2030, + "n_pred": 2897, + "n_ref": 2874 + }, + "13": { + "Dice": 0.7047040787509582, + "FN": 15248, + "FP": 14030, + "IoU": 0.5440487128774547, + "TN": 72761447, + "TP": 34935, + "n_pred": 48965, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8688211318198861, + "FN": 5053, + "FP": 16639, + "IoU": 0.768066975311942, + "TN": 72732133, + "TP": 71835, + "n_pred": 88474, + "n_ref": 76888 + }, + "15": { + "Dice": 0.5105260731246254, + "FN": 14799, + "FP": 38282, + "IoU": 0.34275596498396543, + "TN": 72744897, + "TP": 27682, + "n_pred": 65964, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9284699264451431, + "FN": 9741, + "FP": 9689, + "IoU": 0.8664898441579859, + "TN": 72680128, + "TP": 126102, + "n_pred": 135791, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9276820357276505, + "FN": 9394, + "FP": 8965, + "IoU": 0.8651184318796286, + "TN": 72689548, + "TP": 117753, + "n_pred": 126718, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8536771659271114, + "FN": 3539, + "FP": 4507, + "IoU": 0.7447092045562712, + "TN": 72794143, + "TP": 23471, + "n_pred": 27978, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7891292152340584, + "FN": 2309, + "FP": 1074, + "IoU": 0.6517039019870277, + "TN": 72815947, + "TP": 6330, + "n_pred": 7404, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9402732531271369, + "FN": 54146, + "FP": 92414, + "IoU": 0.8872789668674305, + "TN": 71525459, + "TP": 1153641, + "n_pred": 1246055, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.6872664420978262, + "FN": 102694, + "FP": 21247, + "IoU": 0.5235384118587773, + "TN": 72565532, + "TP": 136187, + "n_pred": 157434, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9246824425638993, + "FN": 4543, + "FP": 4197, + "IoU": 0.8599156929685371, + "TN": 72763269, + "TP": 53651, + "n_pred": 57848, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8498390583070674, + "FN": 14488, + "FP": 7951, + "IoU": 0.7388870787562838, + "TN": 72739724, + "TP": 63497, + "n_pred": 71448, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9411538379325823, + "FN": 17876, + "FP": 12407, + "IoU": 0.8888485142118863, + "TN": 71537040, + "TP": 242165, + "n_pred": 254572, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8081597641066881, + "FN": 18347, + "FP": 17436, + "IoU": 0.6780772621767998, + "TN": 71698334, + "TP": 75371, + "n_pred": 92807, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6196623634558094, + "FN": 1497, + "FP": 801, + "IoU": 0.4489208633093525, + "TN": 71805318, + "TP": 1872, + "n_pred": 2673, + "n_ref": 3369 + }, + "12": { + "Dice": 0.5447477692375652, + "FN": 3426, + "FP": 1727, + "IoU": 0.3743322000971345, + "TN": 71801252, + "TP": 3083, + "n_pred": 4810, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7124328234807772, + "FN": 22540, + "FP": 10850, + "IoU": 0.5533170124814384, + "TN": 71734737, + "TP": 41361, + "n_pred": 52211, + "n_ref": 63901 + }, + "14": { + "Dice": 0.5418694923681825, + "FN": 327645, + "FP": 1284, + "IoU": 0.3716193369057512, + "TN": 71286033, + "TP": 194526, + "n_pred": 195810, + "n_ref": 522171 + }, + "15": { + "Dice": 0.5982995265684984, + "FN": 100478, + "FP": 7195, + "IoU": 0.4268383566310724, + "TN": 71621630, + "TP": 80185, + "n_pred": 87380, + "n_ref": 180663 + }, + "2": { + "Dice": 0.8821741462542464, + "FN": 8722, + "FP": 28182, + "IoU": 0.7891874600127959, + "TN": 71634432, + "TP": 138152, + "n_pred": 166334, + "n_ref": 146874 + }, + "3": { + "Dice": 0.8779597596268526, + "FN": 32248, + "FP": 10217, + "IoU": 0.7824672663565765, + "TN": 71614276, + "TP": 152747, + "n_pred": 162964, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7179641209076264, + "FN": 828, + "FP": 9501, + "IoU": 0.5600187425455785, + "TN": 71786012, + "TP": 13147, + "n_pred": 22648, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8209885219020848, + "FN": 1581, + "FP": 2240, + "IoU": 0.6963363267901136, + "TN": 71796905, + "TP": 8762, + "n_pred": 11002, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9438451899600832, + "FN": 42639, + "FP": 100812, + "IoU": 0.8936617823332274, + "TN": 70460481, + "TP": 1205556, + "n_pred": 1306368, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9111930478068386, + "FN": 18410, + "FP": 23836, + "IoU": 0.8368729148646978, + "TN": 71550512, + "TP": 216730, + "n_pred": 240566, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9304464167938643, + "FN": 7171, + "FP": 3902, + "IoU": 0.8699390394305648, + "TN": 71724351, + "TP": 74064, + "n_pred": 77966, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8643255755531232, + "FN": 15904, + "FP": 6779, + "IoU": 0.7610680992257861, + "TN": 71714553, + "TP": 72252, + "n_pred": 79031, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9296736667976463, + "FN": 22552, + "FP": 6442, + "IoU": 0.8685889881977555, + "TN": 135224874, + "TP": 191642, + "n_pred": 198084, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7925804975198228, + "FN": 21062, + "FP": 12474, + "IoU": 0.6564251247323505, + "TN": 135347901, + "TP": 64073, + "n_pred": 76547, + "n_ref": 85135 + }, + "11": { + "Dice": 0.5635397015949237, + "FN": 1904, + "FP": 641, + "IoU": 0.3923113658070678, + "TN": 135441322, + "TP": 1643, + "n_pred": 2284, + "n_ref": 3547 + }, + "12": { + "Dice": 0.5404151404151404, + "FN": 3295, + "FP": 469, + "IoU": 0.37025263510122136, + "TN": 135439533, + "TP": 2213, + "n_pred": 2682, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7537155462465741, + "FN": 6747, + "FP": 15359, + "IoU": 0.6047700779517986, + "TN": 135389578, + "TP": 33826, + "n_pred": 49185, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9094124233610531, + "FN": 9817, + "FP": 16719, + "IoU": 0.8338738152177996, + "TN": 135285776, + "TP": 133198, + "n_pred": 149917, + "n_ref": 143015 + }, + "15": { + "Dice": 0.5909748306610203, + "FN": 22900, + "FP": 16411, + "IoU": 0.419421060404667, + "TN": 135377800, + "TP": 28399, + "n_pred": 44810, + "n_ref": 51299 + }, + "2": { + "Dice": 0.7913912265893345, + "FN": 20148, + "FP": 79698, + "IoU": 0.6547952025501579, + "TN": 135156273, + "TP": 189391, + "n_pred": 269089, + "n_ref": 209539 + }, + "3": { + "Dice": 0.733907118053284, + "FN": 86637, + "FP": 15048, + "IoU": 0.5796629366755817, + "TN": 135203597, + "TP": 140228, + "n_pred": 155276, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8744856753417154, + "FN": 2517, + "FP": 7336, + "IoU": 0.7769653892296896, + "TN": 135401333, + "TP": 34324, + "n_pred": 41660, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5673151915010223, + "FN": 14587, + "FP": 5940, + "IoU": 0.395980461393597, + "TN": 135411526, + "TP": 13457, + "n_pred": 19397, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9606167905689209, + "FN": 51171, + "FP": 80941, + "IoU": 0.9242181149864138, + "TN": 133702191, + "TP": 1611207, + "n_pred": 1692148, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.783936908575853, + "FN": 29885, + "FP": 63319, + "IoU": 0.6446515103568964, + "TN": 135183221, + "TP": 169085, + "n_pred": 232404, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8660019046552014, + "FN": 57744, + "FP": 14016, + "IoU": 0.7636713925801512, + "TN": 135141865, + "TP": 231885, + "n_pred": 245901, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8432758809968164, + "FN": 21220, + "FP": 7332, + "IoU": 0.7290207467304444, + "TN": 135340144, + "TP": 76814, + "n_pred": 84146, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.834368720778648, + "FN": 43402, + "FP": 41089, + "IoU": 0.7158084513106158, + "TN": 105456702, + "TP": 212812, + "n_pred": 253901, + "n_ref": 256214 + }, + "10": { + "Dice": 0.354270260303021, + "FN": 31666, + "FP": 73391, + "IoU": 0.21526636589082435, + "TN": 105620129, + "TP": 28819, + "n_pred": 102210, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6943231441048034, + "FN": 561, + "FP": 1119, + "IoU": 0.5317725752508361, + "TN": 105750417, + "TP": 1908, + "n_pred": 3027, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6207966890843248, + "FN": 2004, + "FP": 928, + "IoU": 0.450112528132033, + "TN": 105748673, + "TP": 2400, + "n_pred": 3328, + "n_ref": 4404 + }, + "13": { + "Dice": 0.4850638350617692, + "FN": 51552, + "FP": 10763, + "IoU": 0.32018763977526865, + "TN": 105662340, + "TP": 29350, + "n_pred": 40113, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9450642003143971, + "FN": 16243, + "FP": 4760, + "IoU": 0.8958499660321034, + "TN": 105552344, + "TP": 180658, + "n_pred": 185418, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8029034945063662, + "FN": 7690, + "FP": 2248, + "IoU": 0.6707090788601723, + "TN": 105723825, + "TP": 20242, + "n_pred": 22490, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9157555968900962, + "FN": 16023, + "FP": 9159, + "IoU": 0.8446025584853963, + "TN": 105591956, + "TP": 136867, + "n_pred": 146026, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8042172385415589, + "FN": 8261, + "FP": 71199, + "IoU": 0.6725445996233398, + "TN": 105511346, + "TP": 163199, + "n_pred": 234398, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6832393026091851, + "FN": 15362, + "FP": 8275, + "IoU": 0.5188788699139001, + "TN": 105704876, + "TP": 25492, + "n_pred": 33767, + "n_ref": 40854 + }, + "5": { + "Dice": 0.737798345974204, + "FN": 3756, + "FP": 2363, + "IoU": 0.5845328625746876, + "TN": 105739277, + "TP": 8609, + "n_pred": 10972, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9275121504355822, + "FN": 89755, + "FP": 136396, + "IoU": 0.8648229915259962, + "TN": 104081006, + "TP": 1446848, + "n_pred": 1583244, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8076642323258978, + "FN": 32708, + "FP": 79538, + "IoU": 0.6773798574384916, + "TN": 105406085, + "TP": 235674, + "n_pred": 315212, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9010645226731584, + "FN": 4277, + "FP": 14255, + "IoU": 0.8199430642324845, + "TN": 105651082, + "TP": 84391, + "n_pred": 98646, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8059893540653655, + "FN": 15300, + "FP": 13348, + "IoU": 0.6750269411831433, + "TN": 105665850, + "TP": 59507, + "n_pred": 72855, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9029519713584472, + "FN": 12647, + "FP": 39073, + "IoU": 0.8230742390345026, + "TN": 96845554, + "TP": 240606, + "n_pred": 279679, + "n_ref": 253253 + }, + "10": { + "Dice": 0.785671337498457, + "FN": 13920, + "FP": 39905, + "IoU": 0.6470005705703736, + "TN": 96985401, + "TP": 98654, + "n_pred": 138559, + "n_ref": 112574 + }, + "11": { + "Dice": 0.6454363757495003, + "FN": 1139, + "FP": 1522, + "IoU": 0.47649026165650205, + "TN": 97132797, + "TP": 2422, + "n_pred": 3944, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7519187625457551, + "FN": 1334, + "FP": 767, + "IoU": 0.6024597918637654, + "TN": 97132595, + "TP": 3184, + "n_pred": 3951, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7336178264854584, + "FN": 12678, + "FP": 14351, + "IoU": 0.5793020794421616, + "TN": 97073632, + "TP": 37219, + "n_pred": 51570, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8401145399772197, + "FN": 67162, + "FP": 7937, + "IoU": 0.7243081915698123, + "TN": 96865478, + "TP": 197303, + "n_pred": 205240, + "n_ref": 264465 + }, + "15": { + "Dice": 0.2095947668149046, + "FN": 10613, + "FP": 78076, + "IoU": 0.11706554635234151, + "TN": 97037432, + "TP": 11759, + "n_pred": 89835, + "n_ref": 22372 + }, + "2": { + "Dice": 0.8711022808801848, + "FN": 27515, + "FP": 5183, + "IoU": 0.7716396854441077, + "TN": 96994694, + "TP": 110488, + "n_pred": 115671, + "n_ref": 138003 + }, + "3": { + "Dice": 0.887452237373463, + "FN": 11445, + "FP": 25845, + "IoU": 0.7976756299238231, + "TN": 96953572, + "TP": 147018, + "n_pred": 172863, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9022858667615405, + "FN": 2135, + "FP": 3358, + "IoU": 0.8219679782200039, + "TN": 97107026, + "TP": 25361, + "n_pred": 28719, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8132411397267595, + "FN": 2460, + "FP": 3131, + "IoU": 0.6852623283044359, + "TN": 97120116, + "TP": 12173, + "n_pred": 15304, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8965809753675182, + "FN": 52345, + "FP": 281703, + "IoU": 0.8125480487035688, + "TN": 95355834, + "TP": 1447998, + "n_pred": 1729701, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.8985121456478512, + "FN": 29449, + "FP": 21334, + "IoU": 0.8157258766836971, + "TN": 96862296, + "TP": 224801, + "n_pred": 246135, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9330095467893539, + "FN": 7799, + "FP": 9470, + "IoU": 0.8744310166804823, + "TN": 97000354, + "TP": 120257, + "n_pred": 129727, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8268802124618063, + "FN": 7555, + "FP": 17998, + "IoU": 0.7048557370232622, + "TN": 97051302, + "TP": 61025, + "n_pred": 79023, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9502879617525543, + "FN": 5949, + "FP": 11582, + "IoU": 0.9052844276599078, + "TN": 130581701, + "TP": 167560, + "n_pred": 179142, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8424864784365755, + "FN": 15019, + "FP": 8250, + "IoU": 0.7278415869377062, + "TN": 130681294, + "TP": 62229, + "n_pred": 70479, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7488942246935423, + "FN": 1086, + "FP": 901, + "IoU": 0.5985858585858586, + "TN": 130761842, + "TP": 2963, + "n_pred": 3864, + "n_ref": 4049 + }, + "12": { + "Dice": 0.6665479793484066, + "FN": 1456, + "FP": 417, + "IoU": 0.4998664886515354, + "TN": 130763047, + "TP": 1872, + "n_pred": 2289, + "n_ref": 3328 + }, + "13": { + "Dice": 0.6508772882829051, + "FN": 19430, + "FP": 25559, + "IoU": 0.4824448381381865, + "TN": 130679866, + "TP": 41937, + "n_pred": 67496, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9486520665015568, + "FN": 6020, + "FP": 10587, + "IoU": 0.9023198089569094, + "TN": 130596778, + "TP": 153407, + "n_pred": 163994, + "n_ref": 159427 + }, + "15": { + "Dice": 0.756083566775794, + "FN": 6388, + "FP": 8066, + "IoU": 0.6078250488387237, + "TN": 130729936, + "TP": 22402, + "n_pred": 30468, + "n_ref": 28790 + }, + "2": { + "Dice": 0.7451808857211956, + "FN": 9188, + "FP": 98284, + "IoU": 0.5938552236267786, + "TN": 130502177, + "TP": 157143, + "n_pred": 255427, + "n_ref": 166331 + }, + "3": { + "Dice": 0.506155052135109, + "FN": 108261, + "FP": 4508, + "IoU": 0.33882703346056203, + "TN": 130596233, + "TP": 57790, + "n_pred": 62298, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6491815407380006, + "FN": 12387, + "FP": 6580, + "IoU": 0.4805838536531931, + "TN": 130730276, + "TP": 17549, + "n_pred": 24129, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6400057853630315, + "FN": 13609, + "FP": 6303, + "IoU": 0.47059449111985535, + "TN": 130729180, + "TP": 17700, + "n_pred": 24003, + "n_ref": 31309 + }, + "6": { + "Dice": 0.959476376385172, + "FN": 32234, + "FP": 77989, + "IoU": 0.9221091713919055, + "TN": 129351696, + "TP": 1304873, + "n_pred": 1382862, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.8422594625089753, + "FN": 51416, + "FP": 96214, + "IoU": 0.727502782561507, + "TN": 130225025, + "TP": 394137, + "n_pred": 490351, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8783374286929869, + "FN": 27900, + "FP": 28148, + "IoU": 0.7830674314731815, + "TN": 130508426, + "TP": 202318, + "n_pred": 230466, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8771640059378752, + "FN": 15463, + "FP": 8782, + "IoU": 0.7812040320906769, + "TN": 130655981, + "TP": 86566, + "n_pred": 95348, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7917170726881063, + "FN": 24797, + "FP": 67831, + "IoU": 0.6552414627337861, + "TN": 71967333, + "TP": 176047, + "n_pred": 243878, + "n_ref": 200844 + }, + "10": { + "Dice": 0.48061264849088253, + "FN": 27424, + "FP": 48740, + "IoU": 0.3163200272883136, + "TN": 72124605, + "TP": 35239, + "n_pred": 83979, + "n_ref": 62663 + }, + "11": { + "Dice": 0.48702702702702705, + "FN": 1786, + "FP": 112, + "IoU": 0.3219006788138621, + "TN": 72233209, + "TP": 901, + "n_pred": 1013, + "n_ref": 2687 + }, + "12": { + "Dice": 0.5639419907712591, + "FN": 2360, + "FP": 286, + "IoU": 0.39270140004590315, + "TN": 72231651, + "TP": 1711, + "n_pred": 1997, + "n_ref": 4071 + }, + "13": { + "Dice": 0.38681077581555945, + "FN": 48929, + "FP": 19265, + "IoU": 0.23978016342820196, + "TN": 72146305, + "TP": 21509, + "n_pred": 40774, + "n_ref": 70438 + }, + "14": { + "Dice": 0.3157068688051953, + "FN": 46086, + "FP": 74249, + "IoU": 0.18744175996326656, + "TN": 72087914, + "TP": 27759, + "n_pred": 102008, + "n_ref": 73845 + }, + "15": { + "Dice": 0.2573737652828625, + "FN": 7823, + "FP": 110438, + "IoU": 0.14769303947994292, + "TN": 72097254, + "TP": 20493, + "n_pred": 130931, + "n_ref": 28316 + }, + "2": { + "Dice": 0.47214391035092895, + "FN": 87269, + "FP": 2229, + "IoU": 0.3090238102591026, + "TN": 72106484, + "TP": 40026, + "n_pred": 42255, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7406737624096084, + "FN": 8923, + "FP": 102642, + "IoU": 0.5881508224801394, + "TN": 71965120, + "TP": 159323, + "n_pred": 261965, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 28681, + "IoU": 0.0, + "TN": 72207327, + "TP": 0, + "n_pred": 28681, + "n_ref": 0 + }, + "5": { + "Dice": 0.8399577167019028, + "FN": 281, + "FP": 2747, + "IoU": 0.7240750865682523, + "TN": 72225034, + "TP": 7946, + "n_pred": 10693, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7668219496401613, + "FN": 225143, + "FP": 557358, + "IoU": 0.6218258177855212, + "TN": 70166853, + "TP": 1286654, + "n_pred": 1844012, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.5522572742022106, + "FN": 94011, + "FP": 303662, + "IoU": 0.381460921447825, + "TN": 71593085, + "TP": 245250, + "n_pred": 548912, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9301427792594339, + "FN": 4453, + "FP": 5029, + "IoU": 0.8694083296606434, + "TN": 72163400, + "TP": 63126, + "n_pred": 68155, + "n_ref": 67579 + }, + "9": { + "Dice": 0.5432677030987043, + "FN": 26539, + "FP": 12270, + "IoU": 0.37293585393439976, + "TN": 72174118, + "TP": 23081, + "n_pred": 35351, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8467881219009415, + "FN": 12997, + "FP": 14503, + "IoU": 0.7342866805159669, + "TN": 52449625, + "TP": 75995, + "n_pred": 90498, + "n_ref": 88992 + }, + "10": { + "Dice": 0.23500581230952905, + "FN": 39704, + "FP": 8994, + "IoU": 0.13314820748335648, + "TN": 52496942, + "TP": 7480, + "n_pred": 16474, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 217, + "IoU": 0.0, + "TN": 52550861, + "TP": 0, + "n_pred": 217, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 1004, + "IoU": 0.0, + "TN": 52548050, + "TP": 0, + "n_pred": 1004, + "n_ref": 4066 + }, + "13": { + "Dice": 0.4122795558458524, + "FN": 13725, + "FP": 8770, + "IoU": 0.25966759914431464, + "TN": 52522735, + "TP": 7890, + "n_pred": 16660, + "n_ref": 21615 + }, + "14": { + "Dice": 0.3288967839435798, + "FN": 43432, + "FP": 7192, + "IoU": 0.19681416490821685, + "TN": 52490091, + "TP": 12405, + "n_pred": 19597, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 54697, + "IoU": 0.0, + "TN": 52473154, + "TP": 0, + "n_pred": 54697, + "n_ref": 25269 + }, + "2": { + "Dice": 0.7413397865659173, + "FN": 45011, + "FP": 17838, + "IoU": 0.5889911976666623, + "TN": 52400206, + "TP": 90065, + "n_pred": 107903, + "n_ref": 135076 + }, + "3": { + "Dice": 0.8025085772227856, + "FN": 27543, + "FP": 29329, + "IoU": 0.6701581004744174, + "TN": 52380698, + "TP": 115550, + "n_pred": 144879, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 408, + "IoU": 0.0, + "TN": 52550832, + "TP": 0, + "n_pred": 408, + "n_ref": 1880 + }, + "5": { + "Dice": 0.750177129091682, + "FN": 988, + "FP": 2538, + "IoU": 0.6002267573696145, + "TN": 52544300, + "TP": 5294, + "n_pred": 7832, + "n_ref": 6282 + }, + "6": { + "Dice": 0.922232148526008, + "FN": 53820, + "FP": 67441, + "IoU": 0.8556871939209654, + "TN": 51712855, + "TP": 719004, + "n_pred": 786445, + "n_ref": 772824 + }, + "7": { + "Dice": 0.421166160568952, + "FN": 140151, + "FP": 5292, + "IoU": 0.2667577486942669, + "TN": 52354764, + "TP": 52913, + "n_pred": 58205, + "n_ref": 193064 + }, + "8": { + "Dice": 0.7856108614302638, + "FN": 17754, + "FP": 5048, + "IoU": 0.6469185506348715, + "TN": 52488540, + "TP": 41778, + "n_pred": 46826, + "n_ref": 59532 + }, + "9": { + "Dice": 0.7243882764183921, + "FN": 24210, + "FP": 16790, + "IoU": 0.5678752107925801, + "TN": 52458240, + "TP": 53880, + "n_pred": 70670, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9325540736992942, + "FN": 23620, + "FP": 15305, + "IoU": 0.8736312076538745, + "TN": 143829223, + "TP": 269102, + "n_pred": 284407, + "n_ref": 292722 + }, + "10": { + "Dice": 0.78106229065218, + "FN": 28907, + "FP": 9984, + "IoU": 0.6407729325808448, + "TN": 144028987, + "TP": 69372, + "n_pred": 79356, + "n_ref": 98279 + }, + "11": { + "Dice": 0.5806195393169182, + "FN": 3695, + "FP": 529, + "IoU": 0.40906547285954115, + "TN": 144130102, + "TP": 2924, + "n_pred": 3453, + "n_ref": 6619 + }, + "12": { + "Dice": 0.5162743552201825, + "FN": 3354, + "FP": 941, + "IoU": 0.34795809928647337, + "TN": 144130663, + "TP": 2292, + "n_pred": 3233, + "n_ref": 5646 + }, + "13": { + "Dice": 0.7787240785121512, + "FN": 25667, + "FP": 19021, + "IoU": 0.6376315661439159, + "TN": 144013928, + "TP": 78634, + "n_pred": 97655, + "n_ref": 104301 + }, + "14": { + "Dice": 0.8724308962122903, + "FN": 89608, + "FP": 4116, + "IoU": 0.7737272095179234, + "TN": 143723042, + "TP": 320484, + "n_pred": 324600, + "n_ref": 410092 + }, + "15": { + "Dice": 0.5714951094550536, + "FN": 4261, + "FP": 23339, + "IoU": 0.4000652103032279, + "TN": 144091245, + "TP": 18405, + "n_pred": 41744, + "n_ref": 22666 + }, + "2": { + "Dice": 0.7105093768247803, + "FN": 7234, + "FP": 99355, + "IoU": 0.551000033699535, + "TN": 143899858, + "TP": 130803, + "n_pred": 230158, + "n_ref": 138037 + }, + "3": { + "Dice": 0.5560770932482184, + "FN": 106077, + "FP": 2685, + "IoU": 0.3851155007292998, + "TN": 143960368, + "TP": 68120, + "n_pred": 70805, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9242428602948936, + "FN": 2998, + "FP": 4899, + "IoU": 0.8591556831760866, + "TN": 144081181, + "TP": 48172, + "n_pred": 53071, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7202458176852168, + "FN": 11036, + "FP": 5352, + "IoU": 0.5628001280546366, + "TN": 144099766, + "TP": 21096, + "n_pred": 26448, + "n_ref": 32132 + }, + "6": { + "Dice": 0.861776628872135, + "FN": 37273, + "FP": 386588, + "IoU": 0.7571243489915349, + "TN": 142392073, + "TP": 1321316, + "n_pred": 1707904, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.8659414107776399, + "FN": 28294, + "FP": 40061, + "IoU": 0.7635773133832776, + "TN": 143848128, + "TP": 220767, + "n_pred": 260828, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8545743060798792, + "FN": 28780, + "FP": 39404, + "IoU": 0.7460757259208777, + "TN": 143868729, + "TP": 200337, + "n_pred": 239741, + "n_ref": 229117 + }, + "9": { + "Dice": 0.879083678951214, + "FN": 10842, + "FP": 12161, + "IoU": 0.7842545089616492, + "TN": 144030629, + "TP": 83618, + "n_pred": 95779, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.910894766281911, + "FN": 12896, + "FP": 26451, + "IoU": 0.8363698365237063, + "TN": 111538457, + "TP": 201116, + "n_pred": 227567, + "n_ref": 214012 + }, + "10": { + "Dice": 0.5987905200274214, + "FN": 21545, + "FP": 11229, + "IoU": 0.4273383306250109, + "TN": 111721689, + "TP": 24457, + "n_pred": 35686, + "n_ref": 46002 + }, + "11": { + "Dice": 0.681238034460753, + "FN": 1660, + "FP": 338, + "IoU": 0.5165739172513912, + "TN": 111774787, + "TP": 2135, + "n_pred": 2473, + "n_ref": 3795 + }, + "12": { + "Dice": 0.5900549291702805, + "FN": 2619, + "FP": 217, + "IoU": 0.4184949764199303, + "TN": 111774043, + "TP": 2041, + "n_pred": 2258, + "n_ref": 4660 + }, + "13": { + "Dice": 0.5258128732581288, + "FN": 27190, + "FP": 19259, + "IoU": 0.35667987036370186, + "TN": 111706718, + "TP": 25753, + "n_pred": 45012, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8396741853440666, + "FN": 3992, + "FP": 29607, + "IoU": 0.7236538002845793, + "TN": 111657337, + "TP": 87984, + "n_pred": 117591, + "n_ref": 91976 + }, + "15": { + "Dice": 0.4805770708922131, + "FN": 6668, + "FP": 2117, + "IoU": 0.3162892053856331, + "TN": 111766071, + "TP": 4064, + "n_pred": 6181, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8915020193299341, + "FN": 36448, + "FP": 4897, + "IoU": 0.8042432506652273, + "TN": 111567714, + "TP": 169861, + "n_pred": 174758, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7729748759801568, + "FN": 3060, + "FP": 32407, + "IoU": 0.629958475053732, + "TN": 111683074, + "TP": 60379, + "n_pred": 92786, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8733603238866396, + "FN": 2500, + "FP": 2192, + "IoU": 0.7751904556561736, + "TN": 111758049, + "TP": 16179, + "n_pred": 18371, + "n_ref": 18679 + }, + "5": { + "Dice": 0.5745858902782264, + "FN": 13963, + "FP": 4477, + "IoU": 0.40310102612242255, + "TN": 111748027, + "TP": 12453, + "n_pred": 16930, + "n_ref": 26416 + }, + "6": { + "Dice": 0.964455114303924, + "FN": 50644, + "FP": 36637, + "IoU": 0.9313503717954567, + "TN": 110507522, + "TP": 1184117, + "n_pred": 1220754, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.8478926415168452, + "FN": 54911, + "FP": 10920, + "IoU": 0.7359493325632139, + "TN": 111529608, + "TP": 183481, + "n_pred": 194401, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8508240273257351, + "FN": 55306, + "FP": 22520, + "IoU": 0.7403774944456676, + "TN": 111479154, + "TP": 221940, + "n_pred": 244460, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8173303219592922, + "FN": 20085, + "FP": 6848, + "IoU": 0.6910892678954431, + "TN": 111691733, + "TP": 60254, + "n_pred": 67102, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8675242036227357, + "FN": 32069, + "FP": 8653, + "IoU": 0.7660421586032162, + "TN": 198913818, + "TP": 133335, + "n_pred": 141988, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7116782112042775, + "FN": 19204, + "FP": 16385, + "IoU": 0.55240718382131, + "TN": 199008363, + "TP": 43923, + "n_pred": 60308, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7218833861917541, + "FN": 1476, + "FP": 804, + "IoU": 0.5648024432143539, + "TN": 199082636, + "TP": 2959, + "n_pred": 3763, + "n_ref": 4435 + }, + "12": { + "Dice": 0.6945843828715366, + "FN": 1129, + "FP": 811, + "IoU": 0.5320791123974915, + "TN": 199083729, + "TP": 2206, + "n_pred": 3017, + "n_ref": 3335 + }, + "13": { + "Dice": 0.2763460112491635, + "FN": 27954, + "FP": 12059, + "IoU": 0.16032568778460957, + "TN": 199040222, + "TP": 7640, + "n_pred": 19699, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5712853544530633, + "FN": 24154, + "FP": 10057, + "IoU": 0.3998596614332076, + "TN": 199030870, + "TP": 22794, + "n_pred": 32851, + "n_ref": 46948 + }, + "15": { + "Dice": 0.7853469990445583, + "FN": 48149, + "FP": 1277, + "IoU": 0.6465607860243273, + "TN": 198948032, + "TP": 90417, + "n_pred": 91694, + "n_ref": 138566 + }, + "2": { + "Dice": 0.924002478547421, + "FN": 6554, + "FP": 13683, + "IoU": 0.8587403410558352, + "TN": 198944614, + "TP": 123024, + "n_pred": 136707, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9452695578446967, + "FN": 8389, + "FP": 6716, + "IoU": 0.8962190907404481, + "TN": 198942328, + "TP": 130442, + "n_pred": 137158, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8031535132453069, + "FN": 2552, + "FP": 4589, + "IoU": 0.6710580865079, + "TN": 199066166, + "TP": 14568, + "n_pred": 19157, + "n_ref": 17120 + }, + "5": { + "Dice": 0.66387902695595, + "FN": 7446, + "FP": 5335, + "IoU": 0.4968704483722395, + "TN": 199062472, + "TP": 12622, + "n_pred": 17957, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9364128114785955, + "FN": 52712, + "FP": 96991, + "IoU": 0.8804288182338804, + "TN": 197835876, + "TP": 1102296, + "n_pred": 1199287, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8006419223114519, + "FN": 35691, + "FP": 24310, + "IoU": 0.6675587026140531, + "TN": 198907389, + "TP": 120485, + "n_pred": 144795, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9096897209221703, + "FN": 10771, + "FP": 10590, + "IoU": 0.8343402225755167, + "TN": 198958930, + "TP": 107584, + "n_pred": 118174, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8788906039835417, + "FN": 14860, + "FP": 9541, + "IoU": 0.7839472286169648, + "TN": 198974935, + "TP": 88539, + "n_pred": 98080, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8748195609979975, + "FN": 13776, + "FP": 35047, + "IoU": 0.7774926853278158, + "TN": 130855770, + "TP": 170599, + "n_pred": 205646, + "n_ref": 184375 + }, + "10": { + "Dice": 0.6720566955907143, + "FN": 12357, + "FP": 56314, + "IoU": 0.5060883950084512, + "TN": 130936157, + "TP": 70364, + "n_pred": 126678, + "n_ref": 82721 + }, + "11": { + "Dice": 0.669587440671778, + "FN": 1320, + "FP": 1395, + "IoU": 0.5032930845225028, + "TN": 131069726, + "TP": 2751, + "n_pred": 4146, + "n_ref": 4071 + }, + "12": { + "Dice": 0.6769570011025359, + "FN": 951, + "FP": 2565, + "IoU": 0.5116666666666667, + "TN": 131067992, + "TP": 3684, + "n_pred": 6249, + "n_ref": 4635 + }, + "13": { + "Dice": 0.5747571312458877, + "FN": 45608, + "FP": 20314, + "IoU": 0.4032696067781881, + "TN": 130964720, + "TP": 44550, + "n_pred": 64864, + "n_ref": 90158 + }, + "14": { + "Dice": 0.407945947252641, + "FN": 22862, + "FP": 75104, + "IoU": 0.2562387542989895, + "TN": 130943475, + "TP": 33751, + "n_pred": 108855, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6198661298565321, + "FN": 2714, + "FP": 27783, + "IoU": 0.449134785593006, + "TN": 131019830, + "TP": 24865, + "n_pred": 52648, + "n_ref": 27579 + }, + "2": { + "Dice": 0.8386498503721166, + "FN": 36808, + "FP": 10693, + "IoU": 0.7221335018046318, + "TN": 130904243, + "TP": 123448, + "n_pred": 134141, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7237902206255676, + "FN": 11161, + "FP": 125388, + "IoU": 0.5671404751187162, + "TN": 130759734, + "TP": 178909, + "n_pred": 304297, + "n_ref": 190070 + }, + "4": { + "Dice": 0.863072343807403, + "FN": 15523, + "FP": 2740, + "IoU": 0.7591268794513321, + "TN": 130999372, + "TP": 57557, + "n_pred": 60297, + "n_ref": 73080 + }, + "5": { + "Dice": 0.6414511465800625, + "FN": 6601, + "FP": 2452, + "IoU": 0.4721590577808874, + "TN": 131058041, + "TP": 8098, + "n_pred": 10550, + "n_ref": 14699 + }, + "6": { + "Dice": 0.81824358049627, + "FN": 42569, + "FP": 590676, + "IoU": 0.6923961376405177, + "TN": 129016554, + "TP": 1425393, + "n_pred": 2016069, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.5402820647886183, + "FN": 210484, + "FP": 753887, + "IoU": 0.3701277156058098, + "TN": 129544134, + "TP": 566687, + "n_pred": 1320574, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9177481115934776, + "FN": 9909, + "FP": 11292, + "IoU": 0.8479986234486911, + "TN": 130935713, + "TP": 118278, + "n_pred": 129570, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6713528200184057, + "FN": 27244, + "FP": 10253, + "IoU": 0.5052905166499552, + "TN": 130999396, + "TP": 38299, + "n_pred": 48552, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8343494486478673, + "FN": 7727, + "FP": 74790, + "IoU": 0.7157800832162244, + "TN": 101326872, + "TP": 207811, + "n_pred": 282601, + "n_ref": 215538 + }, + "10": { + "Dice": 0.7798615018891326, + "FN": 11869, + "FP": 7300, + "IoU": 0.6391581800726616, + "TN": 101564077, + "TP": 33954, + "n_pred": 41254, + "n_ref": 45823 + }, + "11": { + "Dice": 0.7650769060528937, + "FN": 1502, + "FP": 621, + "IoU": 0.6195340501792115, + "TN": 101611620, + "TP": 3457, + "n_pred": 4078, + "n_ref": 4959 + }, + "12": { + "Dice": 0.6958223040626079, + "FN": 2467, + "FP": 176, + "IoU": 0.5335333568655136, + "TN": 101611534, + "TP": 3023, + "n_pred": 3199, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7546436930431751, + "FN": 7045, + "FP": 27444, + "IoU": 0.6059660908509277, + "TN": 101529672, + "TP": 53039, + "n_pred": 80483, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9054573290822204, + "FN": 854, + "FP": 11867, + "IoU": 0.8272471719380203, + "TN": 101543563, + "TP": 60916, + "n_pred": 72783, + "n_ref": 61770 + }, + "15": { + "Dice": 0.6819776881579637, + "FN": 7224, + "FP": 17064, + "IoU": 0.5174249950327836, + "TN": 101566870, + "TP": 26042, + "n_pred": 43106, + "n_ref": 33266 + }, + "2": { + "Dice": 0.8564064139067885, + "FN": 29473, + "FP": 18437, + "IoU": 0.7488730474892547, + "TN": 101426420, + "TP": 142870, + "n_pred": 161307, + "n_ref": 172343 + }, + "3": { + "Dice": 0.8672564312842793, + "FN": 23864, + "FP": 21782, + "IoU": 0.765624679085625, + "TN": 101422444, + "TP": 149110, + "n_pred": 170892, + "n_ref": 172974 + }, + "4": { + "Dice": 0.3495258652050542, + "FN": 1801, + "FP": 51841, + "IoU": 0.21177300379110706, + "TN": 101549146, + "TP": 14412, + "n_pred": 66253, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7214271516597098, + "FN": 8594, + "FP": 8224, + "IoU": 0.5642440730664594, + "TN": 101578605, + "TP": 21777, + "n_pred": 30001, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8972753773487696, + "FN": 183980, + "FP": 125066, + "IoU": 0.8136894369797344, + "TN": 99958432, + "TP": 1349722, + "n_pred": 1474788, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.873098752950623, + "FN": 39644, + "FP": 73199, + "IoU": 0.7747784069249208, + "TN": 101116169, + "TP": 388188, + "n_pred": 461387, + "n_ref": 427832 + }, + "8": { + "Dice": 0.8956872423735533, + "FN": 41052, + "FP": 3411, + "IoU": 0.8110811327568992, + "TN": 101381845, + "TP": 190892, + "n_pred": 194303, + "n_ref": 231944 + }, + "9": { + "Dice": 0.899967341211762, + "FN": 6595, + "FP": 9945, + "IoU": 0.818127838316308, + "TN": 101526257, + "TP": 74403, + "n_pred": 84348, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9463478265101994, + "FN": 17159, + "FP": 4887, + "IoU": 0.8981596112271106, + "TN": 118965736, + "TP": 194430, + "n_pred": 199317, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7037594463110367, + "FN": 14349, + "FP": 41551, + "IoU": 0.5429234907889681, + "TN": 119059913, + "TP": 66399, + "n_pred": 107950, + "n_ref": 80748 + }, + "11": { + "Dice": 0.592452280343873, + "FN": 2005, + "FP": 792, + "IoU": 0.4209109730848861, + "TN": 119177382, + "TP": 2033, + "n_pred": 2825, + "n_ref": 4038 + }, + "12": { + "Dice": 0.5883849088596863, + "FN": 2053, + "FP": 860, + "IoU": 0.4168168168168168, + "TN": 119177217, + "TP": 2082, + "n_pred": 2942, + "n_ref": 4135 + }, + "13": { + "Dice": 0.6238172408385174, + "FN": 9209, + "FP": 19575, + "IoU": 0.45329534662868, + "TN": 119129562, + "TP": 23866, + "n_pred": 43441, + "n_ref": 33075 + }, + "14": { + "Dice": 0.010253800648813689, + "FN": 65464, + "FP": 12335, + "IoU": 0.005153320886933838, + "TN": 119104010, + "TP": 403, + "n_pred": 12738, + "n_ref": 65867 + }, + "15": { + "Dice": 0.108413598221824, + "FN": 14428, + "FP": 89062, + "IoU": 0.05731358510502633, + "TN": 119072430, + "TP": 6292, + "n_pred": 95354, + "n_ref": 20720 + }, + "2": { + "Dice": 0.8963724235731343, + "FN": 28510, + "FP": 9635, + "IoU": 0.812205532662797, + "TN": 118979091, + "TP": 164976, + "n_pred": 174611, + "n_ref": 193486 + }, + "3": { + "Dice": 0.8921918896916904, + "FN": 12331, + "FP": 32298, + "IoU": 0.8053668152360683, + "TN": 118952914, + "TP": 184669, + "n_pred": 216967, + "n_ref": 197000 + }, + "4": { + "Dice": 0.7882033687582933, + "FN": 10370, + "FP": 7347, + "IoU": 0.650441954068345, + "TN": 119131528, + "TP": 32967, + "n_pred": 40314, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8464153081135519, + "FN": 4275, + "FP": 605, + "IoU": 0.7337261963223659, + "TN": 119163885, + "TP": 13447, + "n_pred": 14052, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9443851520381877, + "FN": 50142, + "FP": 148761, + "IoU": 0.8946304173928705, + "TN": 117294542, + "TP": 1688767, + "n_pred": 1837528, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.8501867768963508, + "FN": 30658, + "FP": 63428, + "IoU": 0.7394129410005151, + "TN": 118821158, + "TP": 266968, + "n_pred": 330396, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9502223742730072, + "FN": 4394, + "FP": 3754, + "IoU": 0.9051653902558253, + "TN": 119096294, + "TP": 77770, + "n_pred": 81524, + "n_ref": 82164 + }, + "9": { + "Dice": 0.871172987274789, + "FN": 16376, + "FP": 4074, + "IoU": 0.7717506557285563, + "TN": 119092617, + "TP": 69145, + "n_pred": 73219, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 61324, + "IoU": 0.0, + "TN": 61271156, + "TP": 0, + "n_pred": 61324, + "n_ref": 0 + }, + "10": { + "Dice": 0.7050138960500006, + "FN": 6397, + "FP": 17060, + "IoU": 0.5444181168427594, + "TN": 61280992, + "TP": 28031, + "n_pred": 45091, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7818889970788705, + "FN": 652, + "FP": 1140, + "IoU": 0.6418864908073542, + "TN": 61327476, + "TP": 3212, + "n_pred": 4352, + "n_ref": 3864 + }, + "12": { + "Dice": 0.4668752550673378, + "FN": 3134, + "FP": 785, + "IoU": 0.30452528837622006, + "TN": 61326845, + "TP": 1716, + "n_pred": 2501, + "n_ref": 4850 + }, + "13": { + "Dice": 0.47961387534095173, + "FN": 29046, + "FP": 22275, + "IoU": 0.315455309386296, + "TN": 61257509, + "TP": 23650, + "n_pred": 45925, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9037480378713161, + "FN": 42869, + "FP": 5634, + "IoU": 0.8243981028927265, + "TN": 61056270, + "TP": 227707, + "n_pred": 233341, + "n_ref": 270576 + }, + "15": { + "Dice": 0.7604123617959591, + "FN": 31068, + "FP": 11253, + "IoU": 0.6134397749381171, + "TN": 61222999, + "TP": 67160, + "n_pred": 78413, + "n_ref": 98228 + }, + "2": { + "Dice": 0.6615481606707598, + "FN": 78569, + "FP": 5716, + "IoU": 0.49426370171248907, + "TN": 61165822, + "TP": 82373, + "n_pred": 88089, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7370532803887868, + "FN": 4282, + "FP": 84452, + "IoU": 0.5835980797477205, + "TN": 61119383, + "TP": 124363, + "n_pred": 208815, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9010735807970831, + "FN": 6602, + "FP": 1212, + "IoU": 0.8199580654823622, + "TN": 61289079, + "TP": 35587, + "n_pred": 36799, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7631037404672558, + "FN": 2268, + "FP": 1646, + "IoU": 0.6169504795458994, + "TN": 61322262, + "TP": 6304, + "n_pred": 7950, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9315678964734113, + "FN": 32130, + "FP": 140346, + "IoU": 0.8719018208069303, + "TN": 59986044, + "TP": 1173960, + "n_pred": 1314306, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.4175691507600869, + "FN": 145774, + "FP": 17288, + "IoU": 0.26387829266641083, + "TN": 61110965, + "TP": 58453, + "n_pred": 75741, + "n_ref": 204227 + }, + "8": { + "Dice": 0.906630486494106, + "FN": 5032, + "FP": 10865, + "IoU": 0.8292077612325147, + "TN": 61239402, + "TP": 77181, + "n_pred": 88046, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8405424963234436, + "FN": 9362, + "FP": 11131, + "IoU": 0.7249446345882826, + "TN": 61257975, + "TP": 54012, + "n_pred": 65143, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9576473574304603, + "FN": 11144, + "FP": 3540, + "IoU": 0.9187364413158011, + "TN": 148926804, + "TP": 166012, + "n_pred": 169552, + "n_ref": 177156 + }, + "10": { + "Dice": 0.7723424333893303, + "FN": 15103, + "FP": 18912, + "IoU": 0.6291187823015025, + "TN": 149015786, + "TP": 57699, + "n_pred": 76611, + "n_ref": 72802 + }, + "11": { + "Dice": 0.7618672444356903, + "FN": 670, + "FP": 539, + "IoU": 0.6153356665606109, + "TN": 149104357, + "TP": 1934, + "n_pred": 2473, + "n_ref": 2604 + }, + "12": { + "Dice": 0.3276203032300593, + "FN": 1600, + "FP": 440, + "IoU": 0.19590067008277492, + "TN": 149104963, + "TP": 497, + "n_pred": 937, + "n_ref": 2097 + }, + "13": { + "Dice": 0.6196844565926295, + "FN": 42085, + "FP": 9814, + "IoU": 0.4489440545332923, + "TN": 149013319, + "TP": 42282, + "n_pred": 52096, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9021825275864171, + "FN": 4275, + "FP": 14979, + "IoU": 0.8217964736915174, + "TN": 148999455, + "TP": 88791, + "n_pred": 103770, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8260875617735087, + "FN": 8372, + "FP": 4121, + "IoU": 0.7037045821079594, + "TN": 149065336, + "TP": 29671, + "n_pred": 33792, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9377167838326901, + "FN": 10610, + "FP": 8837, + "IoU": 0.8827370794918024, + "TN": 148941659, + "TP": 146394, + "n_pred": 155231, + "n_ref": 157004 + }, + "3": { + "Dice": 0.5827356078088941, + "FN": 32057, + "FP": 8083, + "IoU": 0.41116929982836775, + "TN": 149039331, + "TP": 28029, + "n_pred": 36112, + "n_ref": 60086 + }, + "4": { + "Dice": 0.8970627554333295, + "FN": 2347, + "FP": 3043, + "IoU": 0.8133397977559219, + "TN": 149078624, + "TP": 23486, + "n_pred": 26529, + "n_ref": 25833 + }, + "5": { + "Dice": 0.3636029665005855, + "FN": 25798, + "FP": 1919, + "IoU": 0.22219727795706468, + "TN": 149071865, + "TP": 7918, + "n_pred": 9837, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9633291635273601, + "FN": 31406, + "FP": 50411, + "IoU": 0.9292526900874041, + "TN": 147951032, + "TP": 1074651, + "n_pred": 1125062, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.6297060796455787, + "FN": 129158, + "FP": 42521, + "IoU": 0.45954088410660654, + "TN": 148789846, + "TP": 145975, + "n_pred": 188496, + "n_ref": 275133 + }, + "8": { + "Dice": 0.8909485415476597, + "FN": 31766, + "FP": 16533, + "IoU": 0.8033428338762215, + "TN": 148861900, + "TP": 197301, + "n_pred": 213834, + "n_ref": 229067 + }, + "9": { + "Dice": 0.86207635813472, + "FN": 17117, + "FP": 5400, + "IoU": 0.7575871758157762, + "TN": 149014613, + "TP": 70370, + "n_pred": 75770, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5290892793307118, + "FN": 316777, + "FP": 36261, + "IoU": 0.35970183091055835, + "TN": 100161435, + "TP": 198327, + "n_pred": 234588, + "n_ref": 515104 + }, + "10": { + "Dice": 0.35933993399339936, + "FN": 15334, + "FP": 67167, + "IoU": 0.21902156420984872, + "TN": 100607162, + "TP": 23137, + "n_pred": 90304, + "n_ref": 38471 + }, + "11": { + "Dice": 0.2693754702784048, + "FN": 2586, + "FP": 2269, + "IoU": 0.15565217391304348, + "TN": 100707050, + "TP": 895, + "n_pred": 3164, + "n_ref": 3481 + }, + "12": { + "Dice": 0.3893333333333333, + "FN": 3829, + "FP": 2583, + "IoU": 0.24172185430463577, + "TN": 100704344, + "TP": 2044, + "n_pred": 4627, + "n_ref": 5873 + }, + "13": { + "Dice": 0.004671201814058957, + "FN": 39052, + "FP": 4842, + "IoU": 0.002341068709230175, + "TN": 100668803, + "TP": 103, + "n_pred": 4945, + "n_ref": 39155 + }, + "14": { + "Dice": 0.22846036025545713, + "FN": 128389, + "FP": 43885, + "IoU": 0.1289614723430074, + "TN": 100515020, + "TP": 25506, + "n_pred": 69391, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8813753962378756, + "FN": 2399, + "FP": 22599, + "IoU": 0.7879098969159631, + "TN": 100594935, + "TP": 92867, + "n_pred": 115466, + "n_ref": 95266 + }, + "2": { + "Dice": 0.149673354335931, + "FN": 210589, + "FP": 45827, + "IoU": 0.08089023345508507, + "TN": 100433817, + "TP": 22567, + "n_pred": 68394, + "n_ref": 233156 + }, + "3": { + "Dice": 0.538664202249303, + "FN": 51998, + "FP": 242528, + "IoU": 0.3686108306375717, + "TN": 100246327, + "TP": 171947, + "n_pred": 414475, + "n_ref": 223945 + }, + "4": { + "Dice": 0.43098529734474433, + "FN": 37030, + "FP": 17423, + "IoU": 0.2746853146853147, + "TN": 100637725, + "TP": 20622, + "n_pred": 38045, + "n_ref": 57652 + }, + "5": { + "Dice": 0.3079783783783784, + "FN": 12912, + "FP": 3091, + "IoU": 0.18201799223062767, + "TN": 100693236, + "TP": 3561, + "n_pred": 6652, + "n_ref": 16473 + }, + "6": { + "Dice": 0.5017265465565414, + "FN": 1161547, + "FP": 658913, + "IoU": 0.3348698099158275, + "TN": 97975802, + "TP": 916538, + "n_pred": 1575451, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.5744344762819764, + "FN": 39564, + "FP": 157106, + "IoU": 0.4029519981542422, + "TN": 100383396, + "TP": 132734, + "n_pred": 289840, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9134438638406265, + "FN": 4874, + "FP": 14291, + "IoU": 0.8406780224621958, + "TN": 100592509, + "TP": 101126, + "n_pred": 115417, + "n_ref": 106000 + }, + "9": { + "Dice": 0.6488473375529876, + "FN": 45986, + "FP": 14486, + "IoU": 0.48021763608702006, + "TN": 100596459, + "TP": 55869, + "n_pred": 70355, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9584218079338177, + "FN": 4036, + "FP": 2367, + "IoU": 0.9201630902357826, + "TN": 78870499, + "TP": 73798, + "n_pred": 76165, + "n_ref": 77834 + }, + "10": { + "Dice": 0.5942501438201584, + "FN": 18801, + "FP": 8706, + "IoU": 0.4227282266526758, + "TN": 78903050, + "TP": 20143, + "n_pred": 28849, + "n_ref": 38944 + }, + "11": { + "Dice": 0.29359980965976684, + "FN": 751, + "FP": 2218, + "IoU": 0.1720580033463469, + "TN": 78947114, + "TP": 617, + "n_pred": 2835, + "n_ref": 1368 + }, + "12": { + "Dice": 0.20763148848401514, + "FN": 2258, + "FP": 47, + "IoU": 0.11584196394322976, + "TN": 78948093, + "TP": 302, + "n_pred": 349, + "n_ref": 2560 + }, + "13": { + "Dice": 0.29631213826474007, + "FN": 48321, + "FP": 4324, + "IoU": 0.17392395926501278, + "TN": 78886971, + "TP": 11084, + "n_pred": 15408, + "n_ref": 59405 + }, + "14": { + "Dice": 0.3502761366555356, + "FN": 16360, + "FP": 24110, + "IoU": 0.21232410128651782, + "TN": 78899321, + "TP": 10909, + "n_pred": 35019, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8857091046965926, + "FN": 5391, + "FP": 8475, + "IoU": 0.7948634494185874, + "TN": 78883106, + "TP": 53728, + "n_pred": 62203, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8636532480276763, + "FN": 22232, + "FP": 2361, + "IoU": 0.7600261509338225, + "TN": 78848218, + "TP": 77889, + "n_pred": 80250, + "n_ref": 100121 + }, + "3": { + "Dice": 0.919165030668042, + "FN": 1806, + "FP": 12770, + "IoU": 0.8504212546307224, + "TN": 78853253, + "TP": 82871, + "n_pred": 95641, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8564585661823407, + "FN": 1036, + "FP": 4358, + "IoU": 0.7489528064786373, + "TN": 78929214, + "TP": 16092, + "n_pred": 20450, + "n_ref": 17128 + }, + "5": { + "Dice": 0.3997836533460922, + "FN": 25189, + "FP": 3664, + "IoU": 0.24983100202797567, + "TN": 78912238, + "TP": 9609, + "n_pred": 13273, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9244060505683713, + "FN": 52945, + "FP": 54041, + "IoU": 0.8594377562804728, + "TN": 78189571, + "TP": 654143, + "n_pred": 708184, + "n_ref": 707088 + }, + "7": { + "Dice": 0.41357013490179034, + "FN": 525076, + "FP": 30873, + "IoU": 0.26069235331508833, + "TN": 78198714, + "TP": 196037, + "n_pred": 226910, + "n_ref": 721113 + }, + "8": { + "Dice": 0.7914783568896651, + "FN": 111060, + "FP": 4887, + "IoU": 0.6549145076563639, + "TN": 78614705, + "TP": 220048, + "n_pred": 224935, + "n_ref": 331108 + }, + "9": { + "Dice": 0.6700337058341929, + "FN": 25540, + "FP": 5493, + "IoU": 0.5037975088342047, + "TN": 78888159, + "TP": 31508, + "n_pred": 37001, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8719439963513146, + "FN": 5772, + "FP": 36063, + "IoU": 0.7729616202839404, + "TN": 104820176, + "TP": 142429, + "n_pred": 178492, + "n_ref": 148201 + }, + "10": { + "Dice": 0.7489305387066629, + "FN": 22720, + "FP": 20535, + "IoU": 0.5986322597407417, + "TN": 104896671, + "TP": 64514, + "n_pred": 85049, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8432566811684276, + "FN": 939, + "FP": 322, + "IoU": 0.7289920481409843, + "TN": 104999787, + "TP": 3392, + "n_pred": 3714, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7311763531056521, + "FN": 1172, + "FP": 1520, + "IoU": 0.5762631827483079, + "TN": 104998087, + "TP": 3661, + "n_pred": 5181, + "n_ref": 4833 + }, + "13": { + "Dice": 0.803052057267096, + "FN": 19090, + "FP": 9716, + "IoU": 0.6709164438960861, + "TN": 104916906, + "TP": 58728, + "n_pred": 68444, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9401675688909442, + "FN": 959, + "FP": 7839, + "IoU": 0.887090771422338, + "TN": 104926519, + "TP": 69123, + "n_pred": 76962, + "n_ref": 70082 + }, + "15": { + "Dice": 0.6260018768364537, + "FN": 4014, + "FP": 20297, + "IoU": 0.4556060639989251, + "TN": 104959783, + "TP": 20346, + "n_pred": 40643, + "n_ref": 24360 + }, + "2": { + "Dice": 0.810340083718669, + "FN": 19075, + "FP": 51924, + "IoU": 0.6811527165273, + "TN": 104781766, + "TP": 151675, + "n_pred": 203599, + "n_ref": 170750 + }, + "3": { + "Dice": 0.7179290207821363, + "FN": 57282, + "FP": 18359, + "IoU": 0.5599760328559296, + "TN": 104832538, + "TP": 96261, + "n_pred": 114620, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3799, + "IoU": 0.0, + "TN": 105000641, + "TP": 0, + "n_pred": 3799, + "n_ref": 0 + }, + "5": { + "Dice": 0.6440634140823219, + "FN": 10153, + "FP": 11872, + "IoU": 0.47499523264683446, + "TN": 104962488, + "TP": 19927, + "n_pred": 31799, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9297353505233652, + "FN": 27038, + "FP": 155677, + "IoU": 0.8686966826177159, + "TN": 103612891, + "TP": 1208834, + "n_pred": 1364511, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8073715882630422, + "FN": 15292, + "FP": 87205, + "IoU": 0.6769682663246107, + "TN": 104687143, + "TP": 214800, + "n_pred": 302005, + "n_ref": 230092 + }, + "8": { + "Dice": 0.8997628510311213, + "FN": 64169, + "FP": 3121, + "IoU": 0.8177899209041996, + "TN": 104635141, + "TP": 302009, + "n_pred": 305130, + "n_ref": 366178 + }, + "9": { + "Dice": 0.8810607876028437, + "FN": 10829, + "FP": 11506, + "IoU": 0.787407195888064, + "TN": 104899380, + "TP": 82725, + "n_pred": 94231, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5364256542471879, + "FN": 253543, + "FP": 30909, + "IoU": 0.3665175300481706, + "TN": 177227259, + "TP": 164577, + "n_pred": 195486, + "n_ref": 418120 + }, + "10": { + "Dice": 0.37652592033190263, + "FN": 52267, + "FP": 12954, + "IoU": 0.23192604369074957, + "TN": 177591373, + "TP": 19694, + "n_pred": 32648, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7616226071103008, + "FN": 1401, + "FP": 691, + "IoU": 0.6150165623849835, + "TN": 177670854, + "TP": 3342, + "n_pred": 4033, + "n_ref": 4743 + }, + "12": { + "Dice": 0.6334206390780514, + "FN": 2175, + "FP": 1324, + "IoU": 0.463508126341613, + "TN": 177669766, + "TP": 3023, + "n_pred": 4347, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8140194729531346, + "FN": 15257, + "FP": 12994, + "IoU": 0.68636832931825, + "TN": 177586211, + "TP": 61826, + "n_pred": 74820, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9333527597063239, + "FN": 2575, + "FP": 7946, + "IoU": 0.8750341485431935, + "TN": 177592097, + "TP": 73670, + "n_pred": 81616, + "n_ref": 76245 + }, + "15": { + "Dice": 0.5440270893922636, + "FN": 3247, + "FP": 30148, + "IoU": 0.3736519309038393, + "TN": 177622971, + "TP": 19922, + "n_pred": 50070, + "n_ref": 23169 + }, + "2": { + "Dice": 0.7311076860546046, + "FN": 11106, + "FP": 138407, + "IoU": 0.5761778820941512, + "TN": 177323515, + "TP": 203260, + "n_pred": 341667, + "n_ref": 214366 + }, + "3": { + "Dice": 0.4388486235257429, + "FN": 148645, + "FP": 706, + "IoU": 0.281105746783409, + "TN": 177468537, + "TP": 58400, + "n_pred": 59106, + "n_ref": 207045 + }, + "4": { + "Dice": 0.7805295519479665, + "FN": 4792, + "FP": 11877, + "IoU": 0.640056143381559, + "TN": 177629978, + "TP": 29641, + "n_pred": 41518, + "n_ref": 34433 + }, + "5": { + "Dice": 0.681032304638152, + "FN": 12313, + "FP": 5361, + "IoU": 0.5163373652235783, + "TN": 177639746, + "TP": 18868, + "n_pred": 24229, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8209790882483402, + "FN": 192535, + "FP": 510930, + "IoU": 0.6963227539608433, + "TN": 175359799, + "TP": 1613024, + "n_pred": 2123954, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.7185281984267302, + "FN": 31683, + "FP": 231957, + "IoU": 0.5607054306966328, + "TN": 177076144, + "TP": 336504, + "n_pred": 568461, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8573148352051677, + "FN": 24257, + "FP": 34057, + "IoU": 0.7502633810417041, + "TN": 177442786, + "TP": 175188, + "n_pred": 209245, + "n_ref": 199445 + }, + "9": { + "Dice": 0.8989618483892976, + "FN": 13345, + "FP": 14052, + "IoU": 0.8164674830515287, + "TN": 177527012, + "TP": 121879, + "n_pred": 135931, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9424017561675256, + "FN": 14913, + "FP": 6130, + "IoU": 0.8910772702803429, + "TN": 193812343, + "TP": 172149, + "n_pred": 178279, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8944138002510392, + "FN": 9376, + "FP": 8962, + "IoU": 0.8089950837430214, + "TN": 193909527, + "TP": 77670, + "n_pred": 86632, + "n_ref": 87046 + }, + "11": { + "Dice": 0.7250788936328197, + "FN": 1159, + "FP": 322, + "IoU": 0.5687245195107746, + "TN": 194002101, + "TP": 1953, + "n_pred": 2275, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7580442958629335, + "FN": 1229, + "FP": 508, + "IoU": 0.6103633916554508, + "TN": 194001077, + "TP": 2721, + "n_pred": 3229, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7664528754787369, + "FN": 16746, + "FP": 13805, + "IoU": 0.6213405716268808, + "TN": 193924853, + "TP": 50131, + "n_pred": 63936, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8708133405819368, + "FN": 2219, + "FP": 19643, + "IoU": 0.771186351980742, + "TN": 193909990, + "TP": 73683, + "n_pred": 93326, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7259475757968146, + "FN": 1344, + "FP": 13471, + "IoU": 0.5697941167929843, + "TN": 193971098, + "TP": 19622, + "n_pred": 33093, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9458286212007333, + "FN": 4248, + "FP": 11176, + "IoU": 0.8972247209728469, + "TN": 193855460, + "TP": 134651, + "n_pred": 145827, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9328167151951456, + "FN": 12495, + "FP": 5087, + "IoU": 0.8740923217943026, + "TN": 193865893, + "TP": 122060, + "n_pred": 127147, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9145808875322846, + "FN": 1553, + "FP": 2085, + "IoU": 0.8426062126849528, + "TN": 193982421, + "TP": 19476, + "n_pred": 21561, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5313380205981638, + "FN": 14914, + "FP": 6883, + "IoU": 0.3617837378853981, + "TN": 193971382, + "TP": 12356, + "n_pred": 19239, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9321914212609762, + "FN": 32079, + "FP": 164775, + "IoU": 0.8729948792524238, + "TN": 192455566, + "TP": 1353115, + "n_pred": 1517890, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.890571863915594, + "FN": 35870, + "FP": 34439, + "IoU": 0.8027305554542368, + "TN": 193649124, + "TP": 286102, + "n_pred": 320541, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9265859944506557, + "FN": 25507, + "FP": 8704, + "IoU": 0.8632139972651596, + "TN": 193755429, + "TP": 215895, + "n_pred": 224599, + "n_ref": 241402 + }, + "9": { + "Dice": 0.9072122513812884, + "FN": 12460, + "FP": 5123, + "IoU": 0.8301815723391925, + "TN": 193901995, + "TP": 85957, + "n_pred": 91080, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9376137161813366, + "FN": 3658, + "FP": 11086, + "IoU": 0.8825544253180286, + "TN": 99530261, + "TP": 110795, + "n_pred": 121881, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8450534902858778, + "FN": 12639, + "FP": 9014, + "IoU": 0.7316819291441033, + "TN": 99575101, + "TP": 59046, + "n_pred": 68060, + "n_ref": 71685 + }, + "11": { + "Dice": 0.6260519575557995, + "FN": 1931, + "FP": 113, + "IoU": 0.455659121171771, + "TN": 99652045, + "TP": 1711, + "n_pred": 1824, + "n_ref": 3642 + }, + "12": { + "Dice": 0.4564333119246414, + "FN": 2502, + "FP": 37, + "IoU": 0.2957004160887656, + "TN": 99652195, + "TP": 1066, + "n_pred": 1103, + "n_ref": 3568 + }, + "13": { + "Dice": 0.6718027384807681, + "FN": 15870, + "FP": 13013, + "IoU": 0.5058004243378277, + "TN": 99597356, + "TP": 29561, + "n_pred": 42574, + "n_ref": 45431 + }, + "14": { + "Dice": 0.256456805363929, + "FN": 43545, + "FP": 17891, + "IoU": 0.14708944759895046, + "TN": 99583769, + "TP": 10595, + "n_pred": 28486, + "n_ref": 54140 + }, + "15": { + "Dice": 0.5770649515599454, + "FN": 16593, + "FP": 14708, + "IoU": 0.40554553223815404, + "TN": 99603145, + "TP": 21354, + "n_pred": 36062, + "n_ref": 37947 + }, + "2": { + "Dice": 0.946410993073651, + "FN": 8515, + "FP": 3516, + "IoU": 0.8982734129265736, + "TN": 99537532, + "TP": 106237, + "n_pred": 109753, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9513896092496987, + "FN": 4578, + "FP": 7606, + "IoU": 0.9072860784537534, + "TN": 99524385, + "TP": 119231, + "n_pred": 126837, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8727222144943664, + "FN": 3221, + "FP": 1354, + "IoU": 0.7741855873642646, + "TN": 99635540, + "TP": 15685, + "n_pred": 17039, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8156153795768651, + "FN": 740, + "FP": 2075, + "IoU": 0.6886406370976662, + "TN": 99646759, + "TP": 6226, + "n_pred": 8301, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9655184901867311, + "FN": 47747, + "FP": 45561, + "IoU": 0.9333356672184638, + "TN": 98256131, + "TP": 1306361, + "n_pred": 1351922, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8896194284021917, + "FN": 16783, + "FP": 20487, + "IoU": 0.8011842526405634, + "TN": 99468340, + "TP": 150190, + "n_pred": 170677, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9580480047706604, + "FN": 4528, + "FP": 3914, + "IoU": 0.9194742264107749, + "TN": 99550964, + "TP": 96394, + "n_pred": 100308, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9273974445191661, + "FN": 9344, + "FP": 4151, + "IoU": 0.864623564227316, + "TN": 99556115, + "TP": 86190, + "n_pred": 90341, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8499590859400792, + "FN": 116088, + "FP": 713, + "IoU": 0.7390685631692175, + "TN": 62635889, + "TP": 330830, + "n_pred": 331543, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8510629079775865, + "FN": 11914, + "FP": 8712, + "IoU": 0.7407393441180538, + "TN": 63003963, + "TP": 58931, + "n_pred": 67643, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7392657125077785, + "FN": 1169, + "FP": 507, + "IoU": 0.5863770977295163, + "TN": 63079468, + "TP": 2376, + "n_pred": 2883, + "n_ref": 3545 + }, + "12": { + "Dice": 0.7067530064754857, + "FN": 1210, + "FP": 692, + "IoU": 0.5464949928469242, + "TN": 63079326, + "TP": 2292, + "n_pred": 2984, + "n_ref": 3502 + }, + "13": { + "Dice": 0.5476877511242745, + "FN": 20506, + "FP": 21033, + "IoU": 0.3771143234165067, + "TN": 63016832, + "TP": 25149, + "n_pred": 46182, + "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": 0.8058861746790273, + "FN": 1792, + "FP": 57067, + "IoU": 0.6748822077011031, + "TN": 62902481, + "TP": 122180, + "n_pred": 179247, + "n_ref": 123972 + }, + "3": { + "Dice": 0.710276806877988, + "FN": 56871, + "FP": 821, + "IoU": 0.5507203488824858, + "TN": 62955110, + "TP": 70718, + "n_pred": 71539, + "n_ref": 127589 + }, + "4": { + "Dice": 0.3489479130734736, + "FN": 12971, + "FP": 5903, + "IoU": 0.2113488216613739, + "TN": 63059588, + "TP": 5058, + "n_pred": 10961, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5593489060353029, + "FN": 9016, + "FP": 3491, + "IoU": 0.38826118855465885, + "TN": 63063075, + "TP": 7938, + "n_pred": 11429, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8721622907944535, + "FN": 174933, + "FP": 104949, + "IoU": 0.7733047792920563, + "TN": 61848902, + "TP": 954736, + "n_pred": 1059685, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.7290815038745746, + "FN": 31006, + "FP": 62375, + "IoU": 0.5736650352459914, + "TN": 62864488, + "TP": 125651, + "n_pred": 188026, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9097101310628528, + "FN": 16866, + "FP": 2010, + "IoU": 0.8343745612803594, + "TN": 62969552, + "TP": 95092, + "n_pred": 97102, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8679550084991983, + "FN": 6891, + "FP": 4062, + "IoU": 0.7667142339886265, + "TN": 63036569, + "TP": 35998, + "n_pred": 40060, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9492424862281609, + "FN": 28255, + "FP": 2142, + "IoU": 0.9033887207912736, + "TN": 109294186, + "TP": 284235, + "n_pred": 286377, + "n_ref": 312490 + }, + "10": { + "Dice": 0.5559760778362939, + "FN": 25642, + "FP": 73846, + "IoU": 0.3850186062037163, + "TN": 109447044, + "TP": 62286, + "n_pred": 136132, + "n_ref": 87928 + }, + "11": { + "Dice": 0.6925823086076953, + "FN": 1847, + "FP": 478, + "IoU": 0.5297330097087378, + "TN": 109603874, + "TP": 2619, + "n_pred": 3097, + "n_ref": 4466 + }, + "12": { + "Dice": 0.5666270582244101, + "FN": 2412, + "FP": 141, + "IoU": 0.39531027948839415, + "TN": 109604596, + "TP": 1669, + "n_pred": 1810, + "n_ref": 4081 + }, + "13": { + "Dice": 0.5620511645556932, + "FN": 41529, + "FP": 19638, + "IoU": 0.3908700718005915, + "TN": 109508401, + "TP": 39250, + "n_pred": 58888, + "n_ref": 80779 + }, + "14": { + "Dice": 0.5680329904135, + "FN": 38581, + "FP": 50142, + "IoU": 0.3966802214092399, + "TN": 109461760, + "TP": 58335, + "n_pred": 108477, + "n_ref": 96916 + }, + "15": { + "Dice": 0.9058415225305091, + "FN": 7491, + "FP": 12477, + "IoU": 0.8278887758796049, + "TN": 109492800, + "TP": 96050, + "n_pred": 108527, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7722023708241166, + "FN": 77914, + "FP": 2412, + "IoU": 0.6289329385188915, + "TN": 109392345, + "TP": 136147, + "n_pred": 138559, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8519899456907245, + "FN": 11469, + "FP": 69909, + "IoU": 0.7421450208494405, + "TN": 109293222, + "TP": 234218, + "n_pred": 304127, + "n_ref": 245687 + }, + "4": { + "Dice": 0.5215022699133306, + "FN": 31336, + "FP": 3446, + "IoU": 0.3527244305493524, + "TN": 109555082, + "TP": 18954, + "n_pred": 22400, + "n_ref": 50290 + }, + "5": { + "Dice": 0.5785944872113236, + "FN": 5892, + "FP": 896, + "IoU": 0.40705800139762405, + "TN": 109597370, + "TP": 4660, + "n_pred": 5556, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7921258781036742, + "FN": 45899, + "FP": 586320, + "IoU": 0.6558016797810524, + "TN": 107772031, + "TP": 1204568, + "n_pred": 1790888, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.6307725247587495, + "FN": 613181, + "FP": 71438, + "IoU": 0.460677671288776, + "TN": 108339412, + "TP": 584787, + "n_pred": 656225, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9453618845556552, + "FN": 2976, + "FP": 7016, + "IoU": 0.8963850923947985, + "TN": 109512384, + "TP": 86442, + "n_pred": 93458, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7177193140277562, + "FN": 11320, + "FP": 23197, + "IoU": 0.5597209112477359, + "TN": 109530420, + "TP": 43881, + "n_pred": 67078, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9091240997046035, + "FN": 3994, + "FP": 6958, + "IoU": 0.8333891137006724, + "TN": 67001618, + "TP": 54782, + "n_pred": 61740, + "n_ref": 58776 + }, + "10": { + "Dice": 0.6663441357475721, + "FN": 31967, + "FP": 14930, + "IoU": 0.49963724046689284, + "TN": 66973626, + "TP": 46829, + "n_pred": 61759, + "n_ref": 78796 + }, + "11": { + "Dice": 0.2795079822036116, + "FN": 2592, + "FP": 161, + "IoU": 0.16245816854274414, + "TN": 67064065, + "TP": 534, + "n_pred": 695, + "n_ref": 3126 + }, + "12": { + "Dice": 0.6021793156184286, + "FN": 1736, + "FP": 345, + "IoU": 0.4307986870897155, + "TN": 67063696, + "TP": 1575, + "n_pred": 1920, + "n_ref": 3311 + }, + "13": { + "Dice": 0.3080874825500233, + "FN": 29935, + "FP": 7238, + "IoU": 0.1820942154942903, + "TN": 67021903, + "TP": 8276, + "n_pred": 15514, + "n_ref": 38211 + }, + "14": { + "Dice": 0.6322411620902272, + "FN": 37588, + "FP": 6489, + "IoU": 0.4622460806441774, + "TN": 66985387, + "TP": 37888, + "n_pred": 44377, + "n_ref": 75476 + }, + "15": { + "Dice": 0.13379058174261607, + "FN": 25471, + "FP": 50810, + "IoU": 0.07169108698826851, + "TN": 66985180, + "TP": 5891, + "n_pred": 56701, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9511574602288014, + "FN": 6400, + "FP": 7941, + "IoU": 0.9068639230024873, + "TN": 66913373, + "TP": 139638, + "n_pred": 147579, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9530797193553308, + "FN": 10401, + "FP": 4365, + "IoU": 0.9103651318784715, + "TN": 66902617, + "TP": 149969, + "n_pred": 154334, + "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": 0.698955653095202, + "FN": 1994, + "FP": 3973, + "IoU": 0.5372266170311772, + "TN": 67054458, + "TP": 6927, + "n_pred": 10900, + "n_ref": 8921 + }, + "6": { + "Dice": 0.959162821019323, + "FN": 52895, + "FP": 34553, + "IoU": 0.9215301301579752, + "TN": 65952937, + "TP": 1026967, + "n_pred": 1061520, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.5848074921956296, + "FN": 203523, + "FP": 6750, + "IoU": 0.41323529411764703, + "TN": 66708992, + "TP": 148087, + "n_pred": 154837, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9133223655926306, + "FN": 6049, + "FP": 9072, + "IoU": 0.8404722216361066, + "TN": 66972566, + "TP": 79665, + "n_pred": 88737, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9042938859906273, + "FN": 10868, + "FP": 3203, + "IoU": 0.8253069636361379, + "TN": 66986805, + "TP": 66476, + "n_pred": 69679, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7451935174543155, + "FN": 70643, + "FP": 4291, + "IoU": 0.5938712684544843, + "TN": 74334772, + "TP": 109574, + "n_pred": 113865, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7210697942071083, + "FN": 16678, + "FP": 13859, + "IoU": 0.5638069934864587, + "TN": 74449272, + "TP": 39471, + "n_pred": 53330, + "n_ref": 56149 + }, + "11": { + "Dice": 0.48220958570268074, + "FN": 1903, + "FP": 1284, + "IoU": 0.3177049882252194, + "TN": 74514609, + "TP": 1484, + "n_pred": 2768, + "n_ref": 3387 + }, + "12": { + "Dice": 0.5911207699472214, + "FN": 1249, + "FP": 68, + "IoU": 0.41956809167033937, + "TN": 74517011, + "TP": 952, + "n_pred": 1020, + "n_ref": 2201 + }, + "13": { + "Dice": 0.46275937386239535, + "FN": 23822, + "FP": 20452, + "IoU": 0.3010324902908023, + "TN": 74455938, + "TP": 19068, + "n_pred": 39520, + "n_ref": 42890 + }, + "14": { + "Dice": 0.6111376605852753, + "FN": 10185, + "FP": 17481, + "IoU": 0.4400275270210096, + "TN": 74469874, + "TP": 21740, + "n_pred": 39221, + "n_ref": 31925 + }, + "15": { + "Dice": 0.8091982390608324, + "FN": 6096, + "FP": 5346, + "IoU": 0.67954068057695, + "TN": 74483575, + "TP": 24263, + "n_pred": 29609, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9102106243684396, + "FN": 2642, + "FP": 24637, + "IoU": 0.835217010480534, + "TN": 74353735, + "TP": 138266, + "n_pred": 162903, + "n_ref": 140908 + }, + "3": { + "Dice": 0.8939119135919439, + "FN": 23553, + "FP": 7799, + "IoU": 0.8081742535487029, + "TN": 74355840, + "TP": 132088, + "n_pred": 139887, + "n_ref": 155641 + }, + "4": { + "Dice": 0.28890008819453195, + "FN": 10985, + "FP": 303, + "IoU": 0.16883881893822253, + "TN": 74505699, + "TP": 2293, + "n_pred": 2596, + "n_ref": 13278 + }, + "5": { + "Dice": 0.649968076224154, + "FN": 3537, + "FP": 3590, + "IoU": 0.4814464493597206, + "TN": 74505536, + "TP": 6617, + "n_pred": 10207, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9418923451380534, + "FN": 75444, + "FP": 113396, + "IoU": 0.8901668377599479, + "TN": 72799945, + "TP": 1530495, + "n_pred": 1643891, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.308246448264914, + "FN": 124958, + "FP": 64597, + "IoU": 0.18220529104181407, + "TN": 74287492, + "TP": 42233, + "n_pred": 106830, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9599314301599191, + "FN": 2222, + "FP": 2967, + "IoU": 0.922950138092834, + "TN": 74451934, + "TP": 62157, + "n_pred": 65124, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9204463804562601, + "FN": 10872, + "FP": 3300, + "IoU": 0.852617566921109, + "TN": 74423122, + "TP": 81986, + "n_pred": 85286, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8884956284089145, + "FN": 16827, + "FP": 49962, + "IoU": 0.7993631434279106, + "TN": 65718295, + "TP": 266096, + "n_pred": 316058, + "n_ref": 282923 + }, + "10": { + "Dice": 0.5637214907050598, + "FN": 38623, + "FP": 30891, + "IoU": 0.3924875900160805, + "TN": 65936756, + "TP": 44910, + "n_pred": 75801, + "n_ref": 83533 + }, + "11": { + "Dice": 0.642154491211095, + "FN": 1646, + "FP": 573, + "IoU": 0.47292161520190024, + "TN": 66046970, + "TP": 1991, + "n_pred": 2564, + "n_ref": 3637 + }, + "12": { + "Dice": 0.6524767801857585, + "FN": 1340, + "FP": 456, + "IoU": 0.4842044801838024, + "TN": 66047698, + "TP": 1686, + "n_pred": 2142, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7401316523485441, + "FN": 14457, + "FP": 8835, + "IoU": 0.5874674554117001, + "TN": 65994719, + "TP": 33169, + "n_pred": 42004, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8555642091960441, + "FN": 447, + "FP": 19211, + "IoU": 0.7475860297894196, + "TN": 65973300, + "TP": 58222, + "n_pred": 77433, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7811974882815955, + "FN": 6930, + "FP": 2966, + "IoU": 0.6409549379580582, + "TN": 66023618, + "TP": 17666, + "n_pred": 20632, + "n_ref": 24596 + }, + "2": { + "Dice": 0.7920953767688063, + "FN": 45486, + "FP": 6202, + "IoU": 0.6557598683991449, + "TN": 65901029, + "TP": 98463, + "n_pred": 104665, + "n_ref": 143949 + }, + "3": { + "Dice": 0.8480503266282353, + "FN": 7730, + "FP": 45699, + "IoU": 0.7361869587114741, + "TN": 65848654, + "TP": 149097, + "n_pred": 194796, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8953413079780527, + "FN": 3256, + "FP": 2886, + "IoU": 0.81051397544271, + "TN": 66018766, + "TP": 26272, + "n_pred": 29158, + "n_ref": 29528 + }, + "5": { + "Dice": 0.9003858651502843, + "FN": 1112, + "FP": 850, + "IoU": 0.8188198356265584, + "TN": 66040351, + "TP": 8867, + "n_pred": 9717, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8915977043593442, + "FN": 35340, + "FP": 204939, + "IoU": 0.8043990055469898, + "TN": 64822766, + "TP": 988135, + "n_pred": 1193074, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.6210316727963836, + "FN": 530662, + "FP": 13499, + "IoU": 0.4503596352033421, + "TN": 65061149, + "TP": 445870, + "n_pred": 459369, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9476083985588272, + "FN": 5025, + "FP": 3409, + "IoU": 0.900433258172288, + "TN": 65966473, + "TP": 76273, + "n_pred": 79682, + "n_ref": 81298 + }, + "9": { + "Dice": 0.9012851942649135, + "FN": 9424, + "FP": 3864, + "IoU": 0.8203085910559981, + "TN": 65977231, + "TP": 60661, + "n_pred": 64525, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9686169899770511, + "FN": 5497, + "FP": 4103, + "IoU": 0.9391438297548638, + "TN": 113314791, + "TP": 148149, + "n_pred": 152252, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8446186369115909, + "FN": 8050, + "FP": 18631, + "IoU": 0.731030172283436, + "TN": 113373343, + "TP": 72516, + "n_pred": 91147, + "n_ref": 80566 + }, + "11": { + "Dice": 0.690576395242452, + "FN": 1343, + "FP": 348, + "IoU": 0.5273896031302403, + "TN": 113468962, + "TP": 1887, + "n_pred": 2235, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8087154123780244, + "FN": 1058, + "FP": 373, + "IoU": 0.6788599640933572, + "TN": 113468084, + "TP": 3025, + "n_pred": 3398, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6322009054234606, + "FN": 28139, + "FP": 28569, + "IoU": 0.46220304424107356, + "TN": 113367095, + "TP": 48737, + "n_pred": 77306, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9087139467182034, + "FN": 40722, + "FP": 4056, + "IoU": 0.8327000459553673, + "TN": 113204889, + "TP": 222873, + "n_pred": 226929, + "n_ref": 263595 + }, + "15": { + "Dice": 0.3441912785409985, + "FN": 7502, + "FP": 47300, + "IoU": 0.2078689851553127, + "TN": 113403357, + "TP": 14381, + "n_pred": 61681, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9145456037847075, + "FN": 4527, + "FP": 18377, + "IoU": 0.8425463169834668, + "TN": 113327075, + "TP": 122561, + "n_pred": 140938, + "n_ref": 127088 + }, + "3": { + "Dice": 0.8911189386353884, + "FN": 20623, + "FP": 3735, + "IoU": 0.8036199459829887, + "TN": 113348505, + "TP": 99677, + "n_pred": 103412, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7844513356183015, + "FN": 2254, + "FP": 13594, + "IoU": 0.6453475361410733, + "TN": 113427854, + "TP": 28838, + "n_pred": 42432, + "n_ref": 31092 + }, + "5": { + "Dice": 0.5507630579637458, + "FN": 17452, + "FP": 7628, + "IoU": 0.3800365847629406, + "TN": 113432086, + "TP": 15374, + "n_pred": 23002, + "n_ref": 32826 + }, + "6": { + "Dice": 0.955254376700789, + "FN": 49630, + "FP": 52859, + "IoU": 0.9143415922472911, + "TN": 112276055, + "TP": 1093996, + "n_pred": 1146855, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.8179641282034138, + "FN": 52866, + "FP": 20645, + "IoU": 0.6919960279717936, + "TN": 113233871, + "TP": 165158, + "n_pred": 185803, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9025529422457409, + "FN": 35827, + "FP": 2771, + "IoU": 0.8224113736225817, + "TN": 113255195, + "TP": 178747, + "n_pred": 181518, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8928534394643413, + "FN": 15830, + "FP": 5869, + "IoU": 0.8064455703428837, + "TN": 113360432, + "TP": 90409, + "n_pred": 96278, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8154306418907689, + "FN": 4535, + "FP": 50989, + "IoU": 0.6883772877531893, + "TN": 75018551, + "TP": 122653, + "n_pred": 173642, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8084188371481189, + "FN": 23235, + "FP": 13175, + "IoU": 0.6784421089817186, + "TN": 75083498, + "TP": 76820, + "n_pred": 89995, + "n_ref": 100055 + }, + "11": { + "Dice": 0.6949296252331694, + "FN": 1495, + "FP": 304, + "IoU": 0.5324844074844075, + "TN": 75192880, + "TP": 2049, + "n_pred": 2353, + "n_ref": 3544 + }, + "12": { + "Dice": 0.519588444796201, + "FN": 1793, + "FP": 635, + "IoU": 0.3509756749532211, + "TN": 75192987, + "TP": 1313, + "n_pred": 1948, + "n_ref": 3106 + }, + "13": { + "Dice": 0.6093965406319505, + "FN": 22107, + "FP": 20393, + "IoU": 0.43822452513449567, + "TN": 75121075, + "TP": 33153, + "n_pred": 53546, + "n_ref": 55260 + }, + "14": { + "Dice": 0.935961762007866, + "FN": 7047, + "FP": 10196, + "IoU": 0.8796316979867645, + "TN": 75053476, + "TP": 126009, + "n_pred": 136205, + "n_ref": 133056 + }, + "15": { + "Dice": 0.6666666666666666, + "FN": 33393, + "FP": 7026, + "IoU": 0.5, + "TN": 75115890, + "TP": 40419, + "n_pred": 47445, + "n_ref": 73812 + }, + "2": { + "Dice": 0.8568113829286441, + "FN": 5253, + "FP": 41894, + "IoU": 0.7494925772823395, + "TN": 75008522, + "TP": 141059, + "n_pred": 182953, + "n_ref": 146312 + }, + "3": { + "Dice": 0.8121708693365981, + "FN": 44029, + "FP": 3837, + "IoU": 0.6837438553834769, + "TN": 75045376, + "TP": 103486, + "n_pred": 107323, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8929345302584739, + "FN": 1886, + "FP": 3648, + "IoU": 0.8065778896228724, + "TN": 75168117, + "TP": 23077, + "n_pred": 26725, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8303461485839376, + "FN": 1632, + "FP": 848, + "IoU": 0.7099075915311732, + "TN": 75188179, + "TP": 6069, + "n_pred": 6917, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9043388308730158, + "FN": 29126, + "FP": 230545, + "IoU": 0.8253818391625461, + "TN": 73709649, + "TP": 1227408, + "n_pred": 1457953, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9047421688881577, + "FN": 8829, + "FP": 21280, + "IoU": 0.826054051555802, + "TN": 75023634, + "TP": 142985, + "n_pred": 164265, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8968269430182063, + "FN": 13387, + "FP": 3030, + "IoU": 0.8129521812940788, + "TN": 75108959, + "TP": 71352, + "n_pred": 74382, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8074249371394764, + "FN": 17184, + "FP": 11460, + "IoU": 0.6770432841374179, + "TN": 75108035, + "TP": 60049, + "n_pred": 71509, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9629354780006948, + "FN": 12127, + "FP": 3556, + "IoU": 0.9285203163100203, + "TN": 86708467, + "TP": 203722, + "n_pred": 207278, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6650470345764585, + "FN": 11068, + "FP": 47114, + "IoU": 0.49818012454503113, + "TN": 86811930, + "TP": 57760, + "n_pred": 104874, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6340004600874166, + "FN": 1212, + "FP": 379, + "IoU": 0.4641293364769283, + "TN": 86924903, + "TP": 1378, + "n_pred": 1757, + "n_ref": 2590 + }, + "12": { + "Dice": 0.595006197981229, + "FN": 1555, + "FP": 3019, + "IoU": 0.4234938240483993, + "TN": 86919938, + "TP": 3360, + "n_pred": 6379, + "n_ref": 4915 + }, + "13": { + "Dice": 0.6120587349664346, + "FN": 20806, + "FP": 22998, + "IoU": 0.44098316721755, + "TN": 86849513, + "TP": 34555, + "n_pred": 57553, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8736283095135904, + "FN": 15090, + "FP": 4637, + "IoU": 0.7756128078257408, + "TN": 86839957, + "TP": 68188, + "n_pred": 72825, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8124818567245699, + "FN": 49300, + "FP": 3023, + "IoU": 0.6841847944180207, + "TN": 86762196, + "TP": 113353, + "n_pred": 116376, + "n_ref": 162653 + }, + "2": { + "Dice": 0.8884070528279177, + "FN": 20147, + "FP": 5998, + "IoU": 0.7992197639325127, + "TN": 86797655, + "TP": 104072, + "n_pred": 110070, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9085318013432694, + "FN": 12286, + "FP": 19541, + "IoU": 0.8323942030206644, + "TN": 86737980, + "TP": 158065, + "n_pred": 177606, + "n_ref": 170351 + }, + "4": { + "Dice": 0.6906555717980434, + "FN": 4238, + "FP": 6766, + "IoU": 0.5274819649604947, + "TN": 86904584, + "TP": 12284, + "n_pred": 19050, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8295814709467696, + "FN": 369, + "FP": 1728, + "IoU": 0.7087904457714206, + "TN": 86920671, + "TP": 5104, + "n_pred": 6832, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8419893683461925, + "FN": 37137, + "FP": 389678, + "IoU": 0.7270998601659722, + "TN": 85363875, + "TP": 1137182, + "n_pred": 1526860, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.6497715774140282, + "FN": 518930, + "FP": 24683, + "IoU": 0.48123085438357077, + "TN": 85879982, + "TP": 504277, + "n_pred": 528960, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9376008846637475, + "FN": 1820, + "FP": 5177, + "IoU": 0.8825316880718542, + "TN": 86868307, + "TP": 52568, + "n_pred": 57745, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8218068820545629, + "FN": 5801, + "FP": 13696, + "IoU": 0.6975145835919077, + "TN": 86863416, + "TP": 44959, + "n_pred": 58655, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6230376172387131, + "FN": 14329, + "FP": 75379, + "IoU": 0.45247250399775396, + "TN": 37585758, + "TP": 74134, + "n_pred": 149513, + "n_ref": 88463 + }, + "10": { + "Dice": 0.7129167623541202, + "FN": 25096, + "FP": 2406, + "IoU": 0.5539010543390105, + "TN": 37687950, + "TP": 34148, + "n_pred": 36554, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8145440554059253, + "FN": 471, + "FP": 493, + "IoU": 0.6871145731905226, + "TN": 37746519, + "TP": 2117, + "n_pred": 2610, + "n_ref": 2588 + }, + "12": { + "Dice": 0.3026027730479202, + "FN": 2295, + "FP": 572, + "IoU": 0.17827457724276297, + "TN": 37746111, + "TP": 622, + "n_pred": 1194, + "n_ref": 2917 + }, + "13": { + "Dice": 0.6951150065611924, + "FN": 16810, + "FP": 7818, + "IoU": 0.5327021232187921, + "TN": 37696897, + "TP": 28075, + "n_pred": 35893, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3090013653208504, + "FN": 30567, + "FP": 281195, + "IoU": 0.18273306612070706, + "TN": 37368131, + "TP": 69707, + "n_pred": 350902, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 31095, + "IoU": 0.0, + "TN": 37718505, + "TP": 0, + "n_pred": 31095, + "n_ref": 0 + }, + "2": { + "Dice": 0.5835199680688294, + "FN": 47602, + "FP": 27526, + "IoU": 0.4119507193287309, + "TN": 37621842, + "TP": 52630, + "n_pred": 80156, + "n_ref": 100232 + }, + "3": { + "Dice": 0.6909712731885429, + "FN": 39402, + "FP": 4693, + "IoU": 0.5278503512078122, + "TN": 37656208, + "TP": 49297, + "n_pred": 53990, + "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": 0.7813157776882081, + "FN": 1326, + "FP": 3557, + "IoU": 0.641114214317213, + "TN": 37735994, + "TP": 8723, + "n_pred": 12280, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9077066994738814, + "FN": 111324, + "FP": 17033, + "IoU": 0.8310100401024811, + "TN": 36990046, + "TP": 631197, + "n_pred": 648230, + "n_ref": 742521 + }, + "7": { + "Dice": 0.8384255225144512, + "FN": 72026, + "FP": 33296, + "IoU": 0.7218009165709154, + "TN": 37371015, + "TP": 273263, + "n_pred": 306559, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9481479584978846, + "FN": 4020, + "FP": 4081, + "IoU": 0.9014081078778585, + "TN": 37667433, + "TP": 74066, + "n_pred": 78147, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8389009649753072, + "FN": 8652, + "FP": 9061, + "IoU": 0.7225059531269583, + "TN": 37685768, + "TP": 46119, + "n_pred": 55180, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8728594374684909, + "FN": 11903, + "FP": 42318, + "IoU": 0.7744015844022917, + "TN": 75666345, + "TP": 186122, + "n_pred": 228440, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9043118519672501, + "FN": 9625, + "FP": 12487, + "IoU": 0.8253368931578698, + "TN": 75780090, + "TP": 104486, + "n_pred": 116973, + "n_ref": 114111 + }, + "11": { + "Dice": 0.688833746898263, + "FN": 1566, + "FP": 942, + "IoU": 0.5253595760787282, + "TN": 75901404, + "TP": 2776, + "n_pred": 3718, + "n_ref": 4342 + }, + "12": { + "Dice": 0.7168610816542949, + "FN": 1204, + "FP": 1466, + "IoU": 0.5586776859504132, + "TN": 75900638, + "TP": 3380, + "n_pred": 4846, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7595624976400549, + "FN": 11327, + "FP": 7776, + "IoU": 0.6123343547699738, + "TN": 75857411, + "TP": 30174, + "n_pred": 37950, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9082829971454256, + "FN": 8497, + "FP": 14765, + "IoU": 0.8319765972046661, + "TN": 75768243, + "TP": 115183, + "n_pred": 129948, + "n_ref": 123680 + }, + "15": { + "Dice": 0.8053221244647963, + "FN": 58711, + "FP": 3444, + "IoU": 0.6740914358224138, + "TN": 75715975, + "TP": 128558, + "n_pred": 132002, + "n_ref": 187269 + }, + "2": { + "Dice": 0.8751267897671552, + "FN": 36551, + "FP": 8015, + "IoU": 0.7779781594994221, + "TN": 75705960, + "TP": 156162, + "n_pred": 164177, + "n_ref": 192713 + }, + "3": { + "Dice": 0.910874637227565, + "FN": 11134, + "FP": 35852, + "IoU": 0.8363358970071895, + "TN": 75619600, + "TP": 240102, + "n_pred": 275954, + "n_ref": 251236 + }, + "4": { + "Dice": 0.8834909509865105, + "FN": 2571, + "FP": 4710, + "IoU": 0.7912976180239057, + "TN": 75871801, + "TP": 27606, + "n_pred": 32316, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8853272670871678, + "FN": 1067, + "FP": 1151, + "IoU": 0.7942486085343228, + "TN": 75895908, + "TP": 8562, + "n_pred": 9713, + "n_ref": 9629 + }, + "6": { + "Dice": 0.968534706307246, + "FN": 61701, + "FP": 45199, + "IoU": 0.938989137326948, + "TN": 74154541, + "TP": 1645247, + "n_pred": 1690446, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.7664969175422234, + "FN": 37876, + "FP": 105826, + "IoU": 0.6213984613763305, + "TN": 75527128, + "TP": 235858, + "n_pred": 341684, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9504299195704616, + "FN": 4479, + "FP": 4624, + "IoU": 0.9055421236679084, + "TN": 75810317, + "TP": 87268, + "n_pred": 91892, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8534249869167339, + "FN": 17408, + "FP": 3318, + "IoU": 0.7443254712326063, + "TN": 75825624, + "TP": 60338, + "n_pred": 63656, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9632458891337515, + "FN": 4133, + "FP": 2805, + "IoU": 0.9290977282249906, + "TN": 61289897, + "TP": 90915, + "n_pred": 93720, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8597983374384236, + "FN": 11030, + "FP": 10828, + "IoU": 0.7540756742160867, + "TN": 61298869, + "TP": 67023, + "n_pred": 77851, + "n_ref": 78053 + }, + "11": { + "Dice": 0.7358881408596583, + "FN": 500, + "FP": 1540, + "IoU": 0.5821384678410487, + "TN": 61382868, + "TP": 2842, + "n_pred": 4382, + "n_ref": 3342 + }, + "12": { + "Dice": 0.7844761466482589, + "FN": 812, + "FP": 593, + "IoU": 0.6453811206461383, + "TN": 61383788, + "TP": 2557, + "n_pred": 3150, + "n_ref": 3369 + }, + "13": { + "Dice": 0.6148322646477117, + "FN": 15052, + "FP": 15523, + "IoU": 0.4438684564734985, + "TN": 61332772, + "TP": 24403, + "n_pred": 39926, + "n_ref": 39455 + }, + "14": { + "Dice": 0.86034383371198, + "FN": 3029, + "FP": 17564, + "IoU": 0.7549152623060078, + "TN": 61303726, + "TP": 63431, + "n_pred": 80995, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8968072710323933, + "FN": 4249, + "FP": 4607, + "IoU": 0.8129198529722421, + "TN": 61340412, + "TP": 38482, + "n_pred": 43089, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9478959775768938, + "FN": 5499, + "FP": 8536, + "IoU": 0.9009527170077629, + "TN": 61246050, + "TP": 127665, + "n_pred": 136201, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9420714569452043, + "FN": 7926, + "FP": 7532, + "IoU": 0.8904868510541827, + "TN": 61246598, + "TP": 125694, + "n_pred": 133226, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7083051611449177, + "FN": 6405, + "FP": 3949, + "IoU": 0.5483533260632497, + "TN": 61364825, + "TP": 12571, + "n_pred": 16520, + "n_ref": 18976 + }, + "5": { + "Dice": 0.5671380184277222, + "FN": 15723, + "FP": 2552, + "IoU": 0.395807848712269, + "TN": 61357503, + "TP": 11972, + "n_pred": 14524, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9584177595296934, + "FN": 42764, + "FP": 39837, + "IoU": 0.920155626978565, + "TN": 60353225, + "TP": 951924, + "n_pred": 991761, + "n_ref": 994688 + }, + "7": { + "Dice": 0.7891208628888043, + "FN": 54591, + "FP": 12508, + "IoU": 0.6516925089414097, + "TN": 61195107, + "TP": 125544, + "n_pred": 138052, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9120421481579363, + "FN": 32347, + "FP": 8923, + "IoU": 0.8383065084862636, + "TN": 61132514, + "TP": 213966, + "n_pred": 222889, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9039195105092036, + "FN": 9101, + "FP": 5911, + "IoU": 0.8246835147381698, + "TN": 61302122, + "TP": 70616, + "n_pred": 76527, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9755546303455659, + "FN": 5092, + "FP": 3950, + "IoU": 0.952275894101254, + "TN": 39559336, + "TP": 180422, + "n_pred": 184372, + "n_ref": 185514 + }, + "10": { + "Dice": 0.6319960287016562, + "FN": 16821, + "FP": 23952, + "IoU": 0.461984059959886, + "TN": 39673016, + "TP": 35011, + "n_pred": 58963, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7856887298747763, + "FN": 835, + "FP": 363, + "IoU": 0.6470241602828521, + "TN": 39745406, + "TP": 2196, + "n_pred": 2559, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8527568922305765, + "FN": 738, + "FP": 202, + "IoU": 0.7433096668487166, + "TN": 39745138, + "TP": 2722, + "n_pred": 2924, + "n_ref": 3460 + }, + "13": { + "Dice": 0.7648799088359046, + "FN": 8908, + "FP": 12550, + "IoU": 0.6192757403168858, + "TN": 39692439, + "TP": 34903, + "n_pred": 47453, + "n_ref": 43811 + }, + "14": { + "Dice": 0.30356946732564527, + "FN": 19513, + "FP": 43897, + "IoU": 0.17894600543830116, + "TN": 39671570, + "TP": 13820, + "n_pred": 57717, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7820757525347155, + "FN": 7054, + "FP": 17836, + "IoU": 0.642138256268691, + "TN": 39679248, + "TP": 44662, + "n_pred": 62498, + "n_ref": 51716 + }, + "2": { + "Dice": 0.8135834891351001, + "FN": 6011, + "FP": 45239, + "IoU": 0.6857486234256772, + "TN": 39585714, + "TP": 111836, + "n_pred": 157075, + "n_ref": 117847 + }, + "3": { + "Dice": 0.7696950388502452, + "FN": 47301, + "FP": 4747, + "IoU": 0.6256132122973342, + "TN": 39609778, + "TP": 86974, + "n_pred": 91721, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8864985650754704, + "FN": 3540, + "FP": 1641, + "IoU": 0.7961359880380893, + "TN": 39723386, + "TP": 20233, + "n_pred": 21874, + "n_ref": 23773 + }, + "5": { + "Dice": 0.813653009051337, + "FN": 636, + "FP": 2061, + "IoU": 0.6858474082702388, + "TN": 39740215, + "TP": 5888, + "n_pred": 7949, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9152254210054598, + "FN": 26288, + "FP": 140752, + "IoU": 0.8437010220628209, + "TN": 38680079, + "TP": 901681, + "n_pred": 1042433, + "n_ref": 927969 + }, + "7": { + "Dice": 0.660822493116526, + "FN": 364515, + "FP": 12802, + "IoU": 0.49345399674042334, + "TN": 39003918, + "TP": 367565, + "n_pred": 380367, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9629813763410924, + "FN": 1110, + "FP": 2613, + "IoU": 0.9286056724260264, + "TN": 39696653, + "TP": 48424, + "n_pred": 51037, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8937493060952593, + "FN": 1379, + "FP": 8191, + "IoU": 0.8079084704937776, + "TN": 39698980, + "TP": 40250, + "n_pred": 48441, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8907343959481603, + "FN": 13243, + "FP": 7295, + "IoU": 0.8029946954945276, + "TN": 101292357, + "TP": 83713, + "n_pred": 91008, + "n_ref": 96956 + }, + "10": { + "Dice": 0.7364343322127801, + "FN": 31348, + "FP": 5188, + "IoU": 0.5828223660923281, + "TN": 101309029, + "TP": 51043, + "n_pred": 56231, + "n_ref": 82391 + }, + "11": { + "Dice": 0.6536068218483522, + "FN": 2693, + "FP": 313, + "IoU": 0.4854501882916809, + "TN": 101390766, + "TP": 2836, + "n_pred": 3149, + "n_ref": 5529 + }, + "12": { + "Dice": 0.5224166560224806, + "FN": 3180, + "FP": 559, + "IoU": 0.3535615491009682, + "TN": 101390824, + "TP": 2045, + "n_pred": 2604, + "n_ref": 5225 + }, + "13": { + "Dice": 0.8869828875228444, + "FN": 7235, + "FP": 3649, + "IoU": 0.7969175653991118, + "TN": 101343014, + "TP": 42710, + "n_pred": 46359, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9730924395216053, + "FN": 5390, + "FP": 4021, + "IoU": 0.9475949705427047, + "TN": 101217026, + "TP": 170171, + "n_pred": 174192, + "n_ref": 175561 + }, + "15": { + "Dice": 0.79961031809903, + "FN": 7996, + "FP": 1466, + "IoU": 0.6661256175017642, + "TN": 101368268, + "TP": 18878, + "n_pred": 20344, + "n_ref": 26874 + }, + "2": { + "Dice": 0.7779102303392771, + "FN": 9787, + "FP": 88396, + "IoU": 0.6365409887648769, + "TN": 101126473, + "TP": 171952, + "n_pred": 260348, + "n_ref": 181739 + }, + "3": { + "Dice": 0.5229053434036847, + "FN": 107912, + "FP": 232, + "IoU": 0.35400936633852625, + "TN": 101229200, + "TP": 59264, + "n_pred": 59496, + "n_ref": 167176 + }, + "4": { + "Dice": 0.808352486674165, + "FN": 1881, + "FP": 2038, + "IoU": 0.6783486539724228, + "TN": 101384424, + "TP": 8265, + "n_pred": 10303, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7540685643979643, + "FN": 11549, + "FP": 6041, + "IoU": 0.6052247682743452, + "TN": 101352051, + "TP": 26967, + "n_pred": 33008, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9361021058011086, + "FN": 44609, + "FP": 199203, + "IoU": 0.8798796490766511, + "TN": 99366877, + "TP": 1785919, + "n_pred": 1985122, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.763340818887847, + "FN": 165121, + "FP": 18354, + "IoU": 0.617260463146652, + "TN": 100917235, + "TP": 295898, + "n_pred": 314252, + "n_ref": 461019 + }, + "8": { + "Dice": 0.8546301462398967, + "FN": 55824, + "FP": 12179, + "IoU": 0.7461608522646679, + "TN": 101128710, + "TP": 199895, + "n_pred": 212074, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9336100063404231, + "FN": 5633, + "FP": 5885, + "IoU": 0.8754864654501427, + "TN": 101304104, + "TP": 80986, + "n_pred": 86871, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8866541196246732, + "FN": 20778, + "FP": 29389, + "IoU": 0.7963869407104357, + "TN": 73637120, + "TP": 196217, + "n_pred": 225606, + "n_ref": 216995 + }, + "10": { + "Dice": 0.19741375166247377, + "FN": 57361, + "FP": 92900, + "IoU": 0.10951695201521859, + "TN": 73714763, + "TP": 18480, + "n_pred": 111380, + "n_ref": 75841 + }, + "11": { + "Dice": 0.5627388286672386, + "FN": 2651, + "FP": 2956, + "IoU": 0.3915355398806294, + "TN": 73874289, + "TP": 3608, + "n_pred": 6564, + "n_ref": 6259 + }, + "12": { + "Dice": 0.5478540280009181, + "FN": 3154, + "FP": 786, + "IoU": 0.37727200885095624, + "TN": 73877177, + "TP": 2387, + "n_pred": 3173, + "n_ref": 5541 + }, + "13": { + "Dice": 0.009111388229615028, + "FN": 60786, + "FP": 37744, + "IoU": 0.004576543446854511, + "TN": 73784521, + "TP": 453, + "n_pred": 38197, + "n_ref": 61239 + }, + "14": { + "Dice": 0.5974368483949396, + "FN": 43150, + "FP": 35002, + "IoU": 0.42596074744388296, + "TN": 73747360, + "TP": 57992, + "n_pred": 92994, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8523435164845592, + "FN": 42524, + "FP": 19720, + "IoU": 0.7426817420781744, + "TN": 73641609, + "TP": 179651, + "n_pred": 199371, + "n_ref": 222175 + }, + "2": { + "Dice": 0.4458113069575418, + "FN": 132523, + "FP": 12987, + "IoU": 0.286845033008719, + "TN": 73679467, + "TP": 58527, + "n_pred": 71514, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6579202553139256, + "FN": 26732, + "FP": 140480, + "IoU": 0.4902244132056547, + "TN": 73555493, + "TP": 160799, + "n_pred": 301279, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 27104, + "IoU": 0.0, + "TN": 73808512, + "TP": 0, + "n_pred": 27104, + "n_ref": 47888 + }, + "5": { + "Dice": 0.5842521052174668, + "FN": 8398, + "FP": 1180, + "IoU": 0.41268089281334314, + "TN": 73867196, + "TP": 6730, + "n_pred": 7910, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7337278520869795, + "FN": 234439, + "FP": 830239, + "IoU": 0.5794393040202752, + "TN": 71351936, + "TP": 1466890, + "n_pred": 2297129, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.35761180768091616, + "FN": 100154, + "FP": 160116, + "IoU": 0.21773890567001788, + "TN": 73550789, + "TP": 72445, + "n_pred": 232561, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8760666904578551, + "FN": 9483, + "FP": 10312, + "IoU": 0.7794650118651054, + "TN": 73793745, + "TP": 69964, + "n_pred": 80276, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7971766046455193, + "FN": 14625, + "FP": 23822, + "IoU": 0.6627544889169583, + "TN": 73769501, + "TP": 75556, + "n_pred": 99378, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9570117704600793, + "FN": 7330, + "FP": 8842, + "IoU": 0.9175671818293031, + "TN": 69299592, + "TP": 180012, + "n_pred": 188854, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7270570225794106, + "FN": 19978, + "FP": 15682, + "IoU": 0.5711622872948109, + "TN": 69412621, + "TP": 47495, + "n_pred": 63177, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7652600335527164, + "FN": 496, + "FP": 1323, + "IoU": 0.6197742474916388, + "TN": 69490992, + "TP": 2965, + "n_pred": 4288, + "n_ref": 3461 + }, + "12": { + "Dice": 0.6005509641873278, + "FN": 1081, + "FP": 1674, + "IoU": 0.42913385826771655, + "TN": 69490950, + "TP": 2071, + "n_pred": 3745, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6900416905909079, + "FN": 22536, + "FP": 27128, + "IoU": 0.5267661463991005, + "TN": 69390830, + "TP": 55282, + "n_pred": 82410, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9333319926665528, + "FN": 11801, + "FP": 8090, + "IoU": 0.8749976433621367, + "TN": 69336651, + "TP": 139234, + "n_pred": 147324, + "n_ref": 151035 + }, + "15": { + "Dice": 0.7884857101646371, + "FN": 17464, + "FP": 23596, + "IoU": 0.6508265868426424, + "TN": 69378184, + "TP": 76532, + "n_pred": 100128, + "n_ref": 93996 + }, + "2": { + "Dice": 0.8374433403711852, + "FN": 8352, + "FP": 46697, + "IoU": 0.7203462587695012, + "TN": 69298929, + "TP": 141798, + "n_pred": 188495, + "n_ref": 150150 + }, + "3": { + "Dice": 0.8047391642697731, + "FN": 55199, + "FP": 1758, + "IoU": 0.6732749373304193, + "TN": 69321449, + "TP": 117370, + "n_pred": 119128, + "n_ref": 172569 + }, + "4": { + "Dice": 0.5617281354696722, + "FN": 17083, + "FP": 14182, + "IoU": 0.3905576889339389, + "TN": 69444475, + "TP": 20036, + "n_pred": 34218, + "n_ref": 37119 + }, + "5": { + "Dice": 0.876323150331816, + "FN": 3115, + "FP": 1395, + "IoU": 0.7798711440843421, + "TN": 69475288, + "TP": 15978, + "n_pred": 17373, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9550805749190304, + "FN": 94365, + "FP": 33121, + "IoU": 0.9140231791987429, + "TN": 68012981, + "TP": 1355309, + "n_pred": 1388430, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.852580992454892, + "FN": 23547, + "FP": 76548, + "IoU": 0.743042416805506, + "TN": 69106237, + "TP": 289444, + "n_pred": 365992, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9209525554970104, + "FN": 8284, + "FP": 5518, + "IoU": 0.8534866193221022, + "TN": 69401573, + "TP": 80401, + "n_pred": 85919, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8790553879390621, + "FN": 9569, + "FP": 9913, + "IoU": 0.7842094769721539, + "TN": 69405494, + "TP": 70800, + "n_pred": 80713, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8884790952240366, + "FN": 6799, + "FP": 42307, + "IoU": 0.7993363790158469, + "TN": 50588834, + "TP": 195612, + "n_pred": 237919, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8276935658586627, + "FN": 18151, + "FP": 5868, + "IoU": 0.7060385763939884, + "TN": 50751844, + "TP": 57689, + "n_pred": 63557, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8540218470705064, + "FN": 1139, + "FP": 772, + "IoU": 0.7452339688041595, + "TN": 50826051, + "TP": 5590, + "n_pred": 6362, + "n_ref": 6729 + }, + "12": { + "Dice": 0.5061756633119854, + "FN": 4086, + "FP": 232, + "IoU": 0.3388455060480784, + "TN": 50827021, + "TP": 2213, + "n_pred": 2445, + "n_ref": 6299 + }, + "13": { + "Dice": 0.6207400194741967, + "FN": 7463, + "FP": 42393, + "IoU": 0.4500529474055771, + "TN": 50742896, + "TP": 40800, + "n_pred": 83193, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6090214947485039, + "FN": 22701, + "FP": 13296, + "IoU": 0.4378367404307154, + "TN": 50769519, + "TP": 28036, + "n_pred": 41332, + "n_ref": 50737 + }, + "15": { + "Dice": 0.81634829235597, + "FN": 7961, + "FP": 4095, + "IoU": 0.6896862371624926, + "TN": 50794701, + "TP": 26795, + "n_pred": 30890, + "n_ref": 34756 + }, + "2": { + "Dice": 0.8373819551841005, + "FN": 8479, + "FP": 70595, + "IoU": 0.7202554260343517, + "TN": 50550887, + "TP": 203591, + "n_pred": 274186, + "n_ref": 212070 + }, + "3": { + "Dice": 0.7554869170012796, + "FN": 74723, + "FP": 8398, + "IoU": 0.6070542184907319, + "TN": 50622019, + "TP": 128412, + "n_pred": 136810, + "n_ref": 203135 + }, + "4": { + "Dice": 0.8618348807028052, + "FN": 699, + "FP": 4837, + "IoU": 0.7572142794491711, + "TN": 50810750, + "TP": 17266, + "n_pred": 22103, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8779723220429696, + "FN": 1361, + "FP": 1831, + "IoU": 0.7824872231686542, + "TN": 50818877, + "TP": 11483, + "n_pred": 13314, + "n_ref": 12844 + }, + "6": { + "Dice": 0.906894279122225, + "FN": 58670, + "FP": 380261, + "IoU": 0.8296491929380625, + "TN": 48256922, + "TP": 2137699, + "n_pred": 2517960, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.7535866840608612, + "FN": 11454, + "FP": 130399, + "IoU": 0.6046041665505265, + "TN": 50474790, + "TP": 216909, + "n_pred": 347308, + "n_ref": 228363 + }, + "8": { + "Dice": 0.955708891311118, + "FN": 4723, + "FP": 4379, + "IoU": 0.9151747854207245, + "TN": 50726249, + "TP": 98201, + "n_pred": 102580, + "n_ref": 102924 + }, + "9": { + "Dice": 0.8747313786195593, + "FN": 19055, + "FP": 8459, + "IoU": 0.7773533910031802, + "TN": 50709975, + "TP": 96063, + "n_pred": 104522, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9067201897992639, + "FN": 25831, + "FP": 12464, + "IoU": 0.8293578472219127, + "TN": 76660443, + "TP": 186122, + "n_pred": 198586, + "n_ref": 211953 + }, + "10": { + "Dice": 0.6911634131590122, + "FN": 11248, + "FP": 36752, + "IoU": 0.5280746428606542, + "TN": 76783149, + "TP": 53711, + "n_pred": 90463, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7034576733094873, + "FN": 809, + "FP": 932, + "IoU": 0.5425643720441409, + "TN": 76881054, + "TP": 2065, + "n_pred": 2997, + "n_ref": 2874 + }, + "12": { + "Dice": 0.7230453612947344, + "FN": 1023, + "FP": 192, + "IoU": 0.5662263477329526, + "TN": 76882059, + "TP": 1586, + "n_pred": 1778, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5274780536333126, + "FN": 18658, + "FP": 24565, + "IoU": 0.3582140523846291, + "TN": 76817512, + "TP": 24125, + "n_pred": 48690, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8253289178326019, + "FN": 3378, + "FP": 29693, + "IoU": 0.7026042697073793, + "TN": 76773658, + "TP": 78131, + "n_pred": 107824, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6229325576717776, + "FN": 19884, + "FP": 4487, + "IoU": 0.45236169160936585, + "TN": 76840358, + "TP": 20131, + "n_pred": 24618, + "n_ref": 40015 + }, + "2": { + "Dice": 0.8917376739584972, + "FN": 4738, + "FP": 19339, + "IoU": 0.8046268947385504, + "TN": 76761624, + "TP": 99159, + "n_pred": 118498, + "n_ref": 103897 + }, + "3": { + "Dice": 0.8530639505760561, + "FN": 15666, + "FP": 12494, + "IoU": 0.7437763866647256, + "TN": 76774956, + "TP": 81744, + "n_pred": 94238, + "n_ref": 97410 + }, + "4": { + "Dice": 0.8847693196073356, + "FN": 2665, + "FP": 3122, + "IoU": 0.7933509498643051, + "TN": 76856856, + "TP": 22217, + "n_pred": 25339, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8754271306771058, + "FN": 2561, + "FP": 1194, + "IoU": 0.7784530060770547, + "TN": 76867911, + "TP": 13194, + "n_pred": 14388, + "n_ref": 15755 + }, + "6": { + "Dice": 0.961566174567644, + "FN": 29406, + "FP": 58659, + "IoU": 0.9259773237522306, + "TN": 75695157, + "TP": 1101638, + "n_pred": 1160297, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7571979265021964, + "FN": 20416, + "FP": 69843, + "IoU": 0.6092667067822805, + "TN": 76653861, + "TP": 140740, + "n_pred": 210583, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9448154929214265, + "FN": 4028, + "FP": 4532, + "IoU": 0.8954031134680711, + "TN": 76803022, + "TP": 73278, + "n_pred": 77810, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9090416080123693, + "FN": 12984, + "FP": 2782, + "IoU": 0.8332504838760855, + "TN": 76790311, + "TP": 78783, + "n_pred": 81565, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7737096054818959, + "FN": 19622, + "FP": 41769, + "IoU": 0.6309350614998016, + "TN": 130833590, + "TP": 104951, + "n_pred": 146720, + "n_ref": 124573 + }, + "10": { + "Dice": 0.6047666335650447, + "FN": 9452, + "FP": 53432, + "IoU": 0.43345195729537367, + "TN": 130888937, + "TP": 48111, + "n_pred": 101543, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7561794324076899, + "FN": 1851, + "FP": 546, + "IoU": 0.6079489695780177, + "TN": 130993818, + "TP": 3717, + "n_pred": 4263, + "n_ref": 5568 + }, + "12": { + "Dice": 0.6085797584339858, + "FN": 3649, + "FP": 1050, + "IoU": 0.4373802681992337, + "TN": 130991580, + "TP": 3653, + "n_pred": 4703, + "n_ref": 7302 + }, + "13": { + "Dice": 0.4661456470419916, + "FN": 52352, + "FP": 7350, + "IoU": 0.3039047652360465, + "TN": 130914165, + "TP": 26065, + "n_pred": 33415, + "n_ref": 78417 + }, + "14": { + "Dice": 0.04102532357325987, + "FN": 926243, + "FP": 3248, + "IoU": 0.02094224293296734, + "TN": 130050559, + "TP": 19882, + "n_pred": 23130, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 71282, + "IoU": 0.0, + "TN": 130903340, + "TP": 0, + "n_pred": 71282, + "n_ref": 25310 + }, + "2": { + "Dice": 0.5388665362340507, + "FN": 135952, + "FP": 5936, + "IoU": 0.3688003523272729, + "TN": 130775141, + "TP": 82903, + "n_pred": 88839, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7783358570541269, + "FN": 15497, + "FP": 136892, + "IoU": 0.6371111582085713, + "TN": 130579999, + "TP": 267544, + "n_pred": 404436, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 10037, + "IoU": 0.0, + "TN": 130987615, + "TP": 0, + "n_pred": 10037, + "n_ref": 2280 + }, + "5": { + "Dice": 0.5827577084741777, + "FN": 13806, + "FP": 389, + "IoU": 0.4111913057906089, + "TN": 130975824, + "TP": 9913, + "n_pred": 10302, + "n_ref": 23719 + }, + "6": { + "Dice": 0.880597440945808, + "FN": 69278, + "FP": 311393, + "IoU": 0.7866673466334081, + "TN": 129215531, + "TP": 1403730, + "n_pred": 1715123, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.5634058960253941, + "FN": 85414, + "FP": 98479, + "IoU": 0.39218168476859716, + "TN": 130697386, + "TP": 118653, + "n_pred": 217132, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9435264597276257, + "FN": 6824, + "FP": 7445, + "IoU": 0.8930904786165972, + "TN": 130866464, + "TP": 119199, + "n_pred": 126644, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7287097106374215, + "FN": 14760, + "FP": 16854, + "IoU": 0.5732048114697663, + "TN": 130925859, + "TP": 42459, + "n_pred": 59313, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9331181148318377, + "FN": 6256, + "FP": 1078, + "IoU": 0.8746217625438072, + "TN": 74368203, + "TP": 51161, + "n_pred": 52239, + "n_ref": 57417 + }, + "10": { + "Dice": 0.6640644709180098, + "FN": 31394, + "FP": 16544, + "IoU": 0.4970782320418804, + "TN": 74331379, + "TP": 47381, + "n_pred": 63925, + "n_ref": 78775 + }, + "11": { + "Dice": 0.6884154460719041, + "FN": 837, + "FP": 567, + "IoU": 0.5248730964467005, + "TN": 74423743, + "TP": 1551, + "n_pred": 2118, + "n_ref": 2388 + }, + "12": { + "Dice": 0.5157974876284735, + "FN": 1102, + "FP": 1442, + "IoU": 0.3475250064119005, + "TN": 74422799, + "TP": 1355, + "n_pred": 2797, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5019802439979036, + "FN": 65493, + "FP": 9578, + "IoU": 0.335095877064789, + "TN": 74313793, + "TP": 37834, + "n_pred": 47412, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9218312391046228, + "FN": 18337, + "FP": 7536, + "IoU": 0.8549971697743105, + "TN": 74248267, + "TP": 152558, + "n_pred": 160094, + "n_ref": 170895 + }, + "15": { + "Dice": 0.35255883962780515, + "FN": 11912, + "FP": 25940, + "IoU": 0.21400390381660367, + "TN": 74378540, + "TP": 10306, + "n_pred": 36246, + "n_ref": 22218 + }, + "2": { + "Dice": 0.8753720534165248, + "FN": 8759, + "FP": 22561, + "IoU": 0.7783659085440933, + "TN": 74285384, + "TP": 109994, + "n_pred": 132555, + "n_ref": 118753 + }, + "3": { + "Dice": 0.8712801626999396, + "FN": 12309, + "FP": 22818, + "IoU": 0.7719188889105324, + "TN": 74272687, + "TP": 118884, + "n_pred": 141702, + "n_ref": 131193 + }, + "4": { + "Dice": 0.7488791048996244, + "FN": 11920, + "FP": 514, + "IoU": 0.59856653967844, + "TN": 74395724, + "TP": 18540, + "n_pred": 19054, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9632958053537699, + "FN": 19330, + "FP": 46835, + "IoU": 0.9291906122580024, + "TN": 73492288, + "TP": 868245, + "n_pred": 915080, + "n_ref": 887575 + }, + "7": { + "Dice": 0.7172881163089198, + "FN": 49644, + "FP": 29869, + "IoU": 0.5591965938951781, + "TN": 74246316, + "TP": 100869, + "n_pred": 130738, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9160229199685238, + "FN": 1907, + "FP": 5670, + "IoU": 0.8450574618625005, + "TN": 74377796, + "TP": 41325, + "n_pred": 46995, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8136806825106643, + "FN": 7067, + "FP": 5163, + "IoU": 0.6858867343007576, + "TN": 74387763, + "TP": 26705, + "n_pred": 31868, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9730997765499602, + "FN": 4964, + "FP": 2524, + "IoU": 0.9476088857792548, + "TN": 106503763, + "TP": 135437, + "n_pred": 137961, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8161367143981438, + "FN": 19493, + "FP": 16485, + "IoU": 0.6893842594191387, + "TN": 106530860, + "TP": 79850, + "n_pred": 96335, + "n_ref": 99343 + }, + "11": { + "Dice": 0.5519064848316171, + "FN": 2668, + "FP": 552, + "IoU": 0.3811262733038632, + "TN": 106641485, + "TP": 1983, + "n_pred": 2535, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7110982323964068, + "FN": 1789, + "FP": 1202, + "IoU": 0.5517086330935251, + "TN": 106640016, + "TP": 3681, + "n_pred": 4883, + "n_ref": 5470 + }, + "13": { + "Dice": 0.7236073493887709, + "FN": 16230, + "FP": 2649, + "IoU": 0.566915947880345, + "TN": 106603096, + "TP": 24713, + "n_pred": 27362, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9385804310409852, + "FN": 1817, + "FP": 7140, + "IoU": 0.8842690096259448, + "TN": 106569293, + "TP": 68438, + "n_pred": 75578, + "n_ref": 70255 + }, + "15": { + "Dice": 0.4224876770726942, + "FN": 7533, + "FP": 44487, + "IoU": 0.26781893930863643, + "TN": 106575640, + "TP": 19028, + "n_pred": 63515, + "n_ref": 26561 + }, + "2": { + "Dice": 0.5776440569371016, + "FN": 109589, + "FP": 3134, + "IoU": 0.40611779333744275, + "TN": 106456881, + "TP": 77084, + "n_pred": 80218, + "n_ref": 186673 + }, + "3": { + "Dice": 0.6894468095142632, + "FN": 4331, + "FP": 127342, + "IoU": 0.5260731227999453, + "TN": 106368854, + "TP": 146161, + "n_pred": 273503, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8513769751693002, + "FN": 654, + "FP": 2638, + "IoU": 0.741215313261536, + "TN": 106633967, + "TP": 9429, + "n_pred": 12067, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7734146651416952, + "FN": 1399, + "FP": 384, + "IoU": 0.6305428926647327, + "TN": 106641862, + "TP": 3043, + "n_pred": 3427, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9745434827327747, + "FN": 36107, + "FP": 28491, + "IoU": 0.9503508596638204, + "TN": 105345598, + "TP": 1236492, + "n_pred": 1264983, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9149287950603915, + "FN": 37743, + "FP": 17878, + "IoU": 0.8431970094638291, + "TN": 106291969, + "TP": 299098, + "n_pred": 316976, + "n_ref": 336841 + }, + "8": { + "Dice": 0.94440309352161, + "FN": 4418, + "FP": 3425, + "IoU": 0.8946626195336843, + "TN": 106572232, + "TP": 66613, + "n_pred": 70038, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8826219801491659, + "FN": 15322, + "FP": 3233, + "IoU": 0.7899045483881926, + "TN": 106558371, + "TP": 69762, + "n_pred": 72995, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9410151613295674, + "FN": 11649, + "FP": 6290, + "IoU": 0.8886011649713725, + "TN": 107965894, + "TP": 143095, + "n_pred": 149385, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8152263079946926, + "FN": 7105, + "FP": 26456, + "IoU": 0.6880860990548063, + "TN": 108019331, + "TP": 74036, + "n_pred": 100492, + "n_ref": 81141 + }, + "11": { + "Dice": 0.685907714234812, + "FN": 1112, + "FP": 651, + "IoU": 0.5219631236442517, + "TN": 108123240, + "TP": 1925, + "n_pred": 2576, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7424968474148802, + "FN": 1030, + "FP": 1012, + "IoU": 0.5904532691536302, + "TN": 108121942, + "TP": 2944, + "n_pred": 3956, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7794273741091491, + "FN": 20880, + "FP": 11122, + "IoU": 0.6385751716660644, + "TN": 108038384, + "TP": 56542, + "n_pred": 67664, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7755426832835995, + "FN": 6756, + "FP": 12425, + "IoU": 0.6333766581291334, + "TN": 108074610, + "TP": 33137, + "n_pred": 45562, + "n_ref": 39893 + }, + "15": { + "Dice": 0.451055799977438, + "FN": 5240, + "FP": 48287, + "IoU": 0.29120209751317566, + "TN": 108051410, + "TP": 21991, + "n_pred": 70278, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9224207690858099, + "FN": 23973, + "FP": 4021, + "IoU": 0.8560120152865718, + "TN": 107932509, + "TP": 166425, + "n_pred": 170446, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9293714230518462, + "FN": 7805, + "FP": 21443, + "IoU": 0.8680614762787634, + "TN": 107905249, + "TP": 192431, + "n_pred": 213874, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9223798144067533, + "FN": 3589, + "FP": 1413, + "IoU": 0.8559414780254594, + "TN": 108092206, + "TP": 29720, + "n_pred": 31133, + "n_ref": 33309 + }, + "5": { + "Dice": 0.6298712749074238, + "FN": 2091, + "FP": 8, + "IoU": 0.4597168597168597, + "TN": 108123043, + "TP": 1786, + "n_pred": 1794, + "n_ref": 3877 + }, + "6": { + "Dice": 0.971823705638008, + "FN": 47690, + "FP": 35329, + "IoU": 0.9451917059039451, + "TN": 106612212, + "TP": 1431697, + "n_pred": 1467026, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.821068771489984, + "FN": 24515, + "FP": 76545, + "IoU": 0.6964517960285826, + "TN": 107793999, + "TP": 231869, + "n_pred": 308414, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9343651608289988, + "FN": 2663, + "FP": 3028, + "IoU": 0.8768155154873483, + "TN": 108080729, + "TP": 40508, + "n_pred": 43536, + "n_ref": 43171 + }, + "9": { + "Dice": 0.8981101688517578, + "FN": 8203, + "FP": 3944, + "IoU": 0.8150634877135288, + "TN": 108061246, + "TP": 53535, + "n_pred": 57479, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7685764496417955, + "FN": 24560, + "FP": 35621, + "IoU": 0.6241365527061968, + "TN": 62410046, + "TP": 99933, + "n_pred": 135554, + "n_ref": 124493 + }, + "10": { + "Dice": 0.7366587936686996, + "FN": 6904, + "FP": 30447, + "IoU": 0.5831035906823078, + "TN": 62480567, + "TP": 52242, + "n_pred": 82689, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6696664902064584, + "FN": 787, + "FP": 461, + "IoU": 0.5033824114604059, + "TN": 62567647, + "TP": 1265, + "n_pred": 1726, + "n_ref": 2052 + }, + "12": { + "Dice": 0.5865194291071987, + "FN": 1452, + "FP": 2517, + "IoU": 0.4149469339622642, + "TN": 62563376, + "TP": 2815, + "n_pred": 5332, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7348376245894053, + "FN": 9159, + "FP": 14332, + "IoU": 0.5808247533056156, + "TN": 62514119, + "TP": 32550, + "n_pred": 46882, + "n_ref": 41709 + }, + "14": { + "Dice": 0.7465592622270957, + "FN": 142016, + "FP": 2208, + "IoU": 0.5956079451778243, + "TN": 62213516, + "TP": 212420, + "n_pred": 214628, + "n_ref": 354436 + }, + "15": { + "Dice": 0.5607574137346444, + "FN": 37589, + "FP": 46616, + "IoU": 0.3896198035591316, + "TN": 62432205, + "TP": 53750, + "n_pred": 100366, + "n_ref": 91339 + }, + "2": { + "Dice": 0.8055772102057265, + "FN": 45075, + "FP": 13783, + "IoU": 0.6744489615310157, + "TN": 62389365, + "TP": 121937, + "n_pred": 135720, + "n_ref": 167012 + }, + "3": { + "Dice": 0.871432628791835, + "FN": 9936, + "FP": 46196, + "IoU": 0.7721582698770925, + "TN": 62323796, + "TP": 190232, + "n_pred": 236428, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8615510037705085, + "FN": 2344, + "FP": 4449, + "IoU": 0.7567761108525188, + "TN": 62542231, + "TP": 21136, + "n_pred": 25585, + "n_ref": 23480 + }, + "5": { + "Dice": 0.5849026235313053, + "FN": 4541, + "FP": 617, + "IoU": 0.41333030027297546, + "TN": 62561368, + "TP": 3634, + "n_pred": 4251, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9400085777790447, + "FN": 39498, + "FP": 141502, + "IoU": 0.8868077213393711, + "TN": 60971111, + "TP": 1418049, + "n_pred": 1559551, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8597366107738188, + "FN": 30425, + "FP": 20794, + "IoU": 0.7539807196276496, + "TN": 62361969, + "TP": 156972, + "n_pred": 177766, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9151707240927631, + "FN": 2702, + "FP": 9797, + "IoU": 0.8436080629621752, + "TN": 62490239, + "TP": 67422, + "n_pred": 77219, + "n_ref": 70124 + }, + "9": { + "Dice": 0.831232, + "FN": 4138, + "FP": 14321, + "IoU": 0.7112035921585806, + "TN": 62506243, + "TP": 45458, + "n_pred": 59779, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.862576227666631, + "FN": 54958, + "FP": 16974, + "IoU": 0.7583595917791469, + "TN": 55083566, + "TP": 225750, + "n_pred": 242724, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8452769494470403, + "FN": 4570, + "FP": 21788, + "IoU": 0.7320170399666521, + "TN": 55282891, + "TP": 71999, + "n_pred": 93787, + "n_ref": 76569 + }, + "11": { + "Dice": 0.672813356591079, + "FN": 1627, + "FP": 999, + "IoU": 0.5069470521967706, + "TN": 55375922, + "TP": 2700, + "n_pred": 3699, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7515513675017237, + "FN": 1458, + "FP": 704, + "IoU": 0.6019882179675994, + "TN": 55375816, + "TP": 3270, + "n_pred": 3974, + "n_ref": 4728 + }, + "13": { + "Dice": 0.6880720720720721, + "FN": 16683, + "FP": 17941, + "IoU": 0.5244739878042081, + "TN": 55308436, + "TP": 38188, + "n_pred": 56129, + "n_ref": 54871 + }, + "14": { + "Dice": 0.941552310210248, + "FN": 5441, + "FP": 5701, + "IoU": 0.8895596062921883, + "TN": 55280361, + "TP": 89745, + "n_pred": 95446, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7959393534741142, + "FN": 6200, + "FP": 35671, + "IoU": 0.6610458997814296, + "TN": 55257718, + "TP": 81659, + "n_pred": 117330, + "n_ref": 87859 + }, + "2": { + "Dice": 0.8636684862750336, + "FN": 40159, + "FP": 8841, + "IoU": 0.7600497529491844, + "TN": 55177039, + "TP": 155209, + "n_pred": 164050, + "n_ref": 195368 + }, + "3": { + "Dice": 0.879089005770311, + "FN": 11737, + "FP": 35619, + "IoU": 0.7842629881371066, + "TN": 55161740, + "TP": 172152, + "n_pred": 207771, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8163105580339672, + "FN": 2194, + "FP": 153, + "IoU": 0.689632372388257, + "TN": 55373686, + "TP": 5215, + "n_pred": 5368, + "n_ref": 7409 + }, + "5": { + "Dice": 0.522273024167211, + "FN": 3641, + "FP": 16, + "IoU": 0.35342998585572843, + "TN": 55375592, + "TP": 1999, + "n_pred": 2015, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9528724594607423, + "FN": 63447, + "FP": 78534, + "IoU": 0.9099870097677164, + "TN": 53803909, + "TP": 1435358, + "n_pred": 1513892, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9100315277435228, + "FN": 22127, + "FP": 8150, + "IoU": 0.8349154593981559, + "TN": 55197845, + "TP": 153126, + "n_pred": 161276, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9313418749935887, + "FN": 1657, + "FP": 5036, + "IoU": 0.8715059130701889, + "TN": 55329160, + "TP": 45395, + "n_pred": 50431, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8795340696481381, + "FN": 7197, + "FP": 4779, + "IoU": 0.7849717209803393, + "TN": 55325553, + "TP": 43719, + "n_pred": 48498, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9508462678976886, + "FN": 23238, + "FP": 4212, + "IoU": 0.9062983229277252, + "TN": 110853664, + "TP": 265501, + "n_pred": 269713, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8166719788725981, + "FN": 10531, + "FP": 21679, + "IoU": 0.6901484324646715, + "TN": 111042662, + "TP": 71743, + "n_pred": 93422, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7542627883650953, + "FN": 250, + "FP": 1955, + "IoU": 0.605475040257649, + "TN": 111141026, + "TP": 3384, + "n_pred": 5339, + "n_ref": 3634 + }, + "12": { + "Dice": 0.7979983319432861, + "FN": 712, + "FP": 499, + "IoU": 0.6638912017762976, + "TN": 111143012, + "TP": 2392, + "n_pred": 2891, + "n_ref": 3104 + }, + "13": { + "Dice": 0.6955291238000535, + "FN": 17129, + "FP": 22676, + "IoU": 0.5331886947343731, + "TN": 111061345, + "TP": 45465, + "n_pred": 68141, + "n_ref": 62594 + }, + "14": { + "Dice": 0.860584579031181, + "FN": 7610, + "FP": 3246, + "IoU": 0.7552860556331996, + "TN": 111102253, + "TP": 33506, + "n_pred": 36752, + "n_ref": 41116 + }, + "15": { + "Dice": 0.33261553473191907, + "FN": 5593, + "FP": 73747, + "IoU": 0.1994834074926093, + "TN": 111047504, + "TP": 19771, + "n_pred": 93518, + "n_ref": 25364 + }, + "2": { + "Dice": 0.91350531107739, + "FN": 14116, + "FP": 12731, + "IoU": 0.840782122905028, + "TN": 110977997, + "TP": 141771, + "n_pred": 154502, + "n_ref": 155887 + }, + "3": { + "Dice": 0.924368815630587, + "FN": 27925, + "FP": 7525, + "IoU": 0.8593733884467999, + "TN": 110894529, + "TP": 216636, + "n_pred": 224161, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9027473542529888, + "FN": 1735, + "FP": 1950, + "IoU": 0.8227342697710217, + "TN": 111125827, + "TP": 17103, + "n_pred": 19053, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8468135924438172, + "FN": 867, + "FP": 544, + "IoU": 0.7343249858783657, + "TN": 111141304, + "TP": 3900, + "n_pred": 4444, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9757546316811502, + "FN": 25394, + "FP": 53066, + "IoU": 0.9526571091873327, + "TN": 109489344, + "TP": 1578811, + "n_pred": 1631877, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.34901445562537803, + "FN": 283199, + "FP": 73060, + "IoU": 0.211397644767133, + "TN": 110694855, + "TP": 95501, + "n_pred": 168561, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9172560456920646, + "FN": 5068, + "FP": 8550, + "IoU": 0.8471587784374685, + "TN": 111057516, + "TP": 75481, + "n_pred": 84031, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8976467516968748, + "FN": 7715, + "FP": 3263, + "IoU": 0.814300455029856, + "TN": 111087498, + "TP": 48139, + "n_pred": 51402, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9600573096258479, + "FN": 11887, + "FP": 3948, + "IoU": 0.9231829008581588, + "TN": 96914886, + "TP": 190304, + "n_pred": 194252, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8738087128421924, + "FN": 8982, + "FP": 9913, + "IoU": 0.7758972412647959, + "TN": 97036711, + "TP": 65419, + "n_pred": 75332, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7214525891055817, + "FN": 1230, + "FP": 841, + "IoU": 0.564275194613928, + "TN": 97116272, + "TP": 2682, + "n_pred": 3523, + "n_ref": 3912 + }, + "12": { + "Dice": 0.6100813008130082, + "FN": 2469, + "FP": 1128, + "IoU": 0.43893308376228357, + "TN": 97114614, + "TP": 2814, + "n_pred": 3942, + "n_ref": 5283 + }, + "13": { + "Dice": 0.813280770550973, + "FN": 12277, + "FP": 5674, + "IoU": 0.6853186081163993, + "TN": 97063980, + "TP": 39094, + "n_pred": 44768, + "n_ref": 51371 + }, + "14": { + "Dice": 0.911123286825534, + "FN": 15240, + "FP": 7794, + "IoU": 0.8367552320678096, + "TN": 96979924, + "TP": 118067, + "n_pred": 125861, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8843861740166865, + "FN": 4687, + "FP": 11997, + "IoU": 0.7927350427350427, + "TN": 97040529, + "TP": 63812, + "n_pred": 75809, + "n_ref": 68499 + }, + "2": { + "Dice": 0.7600083424947595, + "FN": 59895, + "FP": 7996, + "IoU": 0.6129140771993842, + "TN": 96945635, + "TP": 107499, + "n_pred": 115495, + "n_ref": 167394 + }, + "3": { + "Dice": 0.8540827276224413, + "FN": 8924, + "FP": 63146, + "IoU": 0.7453266899890455, + "TN": 96838035, + "TP": 210920, + "n_pred": 274066, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8917416470857928, + "FN": 1673, + "FP": 2105, + "IoU": 0.8046333643603268, + "TN": 97101687, + "TP": 15560, + "n_pred": 17665, + "n_ref": 17233 + }, + "5": { + "Dice": 0.6709555156592859, + "FN": 5731, + "FP": 867, + "IoU": 0.5048405253283302, + "TN": 97107700, + "TP": 6727, + "n_pred": 7594, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9485352862646281, + "FN": 34150, + "FP": 134429, + "IoU": 0.9021085290584002, + "TN": 95398924, + "TP": 1553522, + "n_pred": 1687951, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9139251801201751, + "FN": 37929, + "FP": 16477, + "IoU": 0.8414937565915593, + "TN": 96777783, + "TP": 288836, + "n_pred": 305313, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9508950615744505, + "FN": 4786, + "FP": 5059, + "IoU": 0.9063869845103502, + "TN": 97015858, + "TP": 95322, + "n_pred": 100381, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9155577998506589, + "FN": 10229, + "FP": 5490, + "IoU": 0.8442661118541636, + "TN": 97020090, + "TP": 85216, + "n_pred": 90706, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9561269303446928, + "FN": 13715, + "FP": 3118, + "IoU": 0.915941753972455, + "TN": 78856151, + "TP": 183421, + "n_pred": 186539, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8293352757626168, + "FN": 8759, + "FP": 25917, + "IoU": 0.7084310807288382, + "TN": 78937476, + "TP": 84253, + "n_pred": 110170, + "n_ref": 93012 + }, + "11": { + "Dice": 0.5955180014695077, + "FN": 1388, + "FP": 814, + "IoU": 0.4240125555846194, + "TN": 79052582, + "TP": 1621, + "n_pred": 2435, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5044418694476632, + "FN": 1698, + "FP": 868, + "IoU": 0.33729338842975204, + "TN": 79052533, + "TP": 1306, + "n_pred": 2174, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7313571475131999, + "FN": 20596, + "FP": 12374, + "IoU": 0.5764878161569191, + "TN": 78978556, + "TP": 44879, + "n_pred": 57253, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6082437512365627, + "FN": 14821, + "FP": 14880, + "IoU": 0.43703324614276506, + "TN": 79003647, + "TP": 23057, + "n_pred": 37937, + "n_ref": 37878 + }, + "15": { + "Dice": 0.4961230680041823, + "FN": 14570, + "FP": 34103, + "IoU": 0.3298960556205686, + "TN": 78983770, + "TP": 23962, + "n_pred": 58065, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9303553071467445, + "FN": 5050, + "FP": 11074, + "IoU": 0.8697797627219939, + "TN": 78932584, + "TP": 107697, + "n_pred": 118771, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9087026335308549, + "FN": 9894, + "FP": 12508, + "IoU": 0.8326810468451242, + "TN": 78922517, + "TP": 111486, + "n_pred": 123994, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8167636171337916, + "FN": 2304, + "FP": 468, + "IoU": 0.6902793296089386, + "TN": 79047455, + "TP": 6178, + "n_pred": 6646, + "n_ref": 8482 + }, + "5": { + "Dice": 0.7510704779539406, + "FN": 1713, + "FP": 438, + "IoU": 0.6013713862120089, + "TN": 79051009, + "TP": 3245, + "n_pred": 3683, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9722604834776457, + "FN": 48805, + "FP": 23655, + "IoU": 0.946018390698416, + "TN": 77714096, + "TP": 1269849, + "n_pred": 1293504, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.8493019528044268, + "FN": 120033, + "FP": 5569, + "IoU": 0.7380754272368023, + "TN": 78576870, + "TP": 353933, + "n_pred": 359502, + "n_ref": 473966 + }, + "8": { + "Dice": 0.916640310848055, + "FN": 1095, + "FP": 4440, + "IoU": 0.8461089331887564, + "TN": 79020438, + "TP": 30432, + "n_pred": 34872, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9117453540567018, + "FN": 8934, + "FP": 3138, + "IoU": 0.8378051565921886, + "TN": 78981976, + "TP": 62357, + "n_pred": 65495, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9280271484379057, + "FN": 9998, + "FP": 24657, + "IoU": 0.8657188911879354, + "TN": 122453862, + "TP": 223423, + "n_pred": 248080, + "n_ref": 233421 + }, + "10": { + "Dice": 0.774578569732675, + "FN": 14155, + "FP": 41862, + "IoU": 0.6320915813947379, + "TN": 122559682, + "TP": 96241, + "n_pred": 138103, + "n_ref": 110396 + }, + "11": { + "Dice": 0.40692786278796034, + "FN": 2972, + "FP": 555, + "IoU": 0.2554359299134473, + "TN": 122707203, + "TP": 1210, + "n_pred": 1765, + "n_ref": 4182 + }, + "12": { + "Dice": 0.4053548024714473, + "FN": 4125, + "FP": 2227, + "IoU": 0.2541974873781848, + "TN": 122703423, + "TP": 2165, + "n_pred": 4392, + "n_ref": 6290 + }, + "13": { + "Dice": 0.4063078199102529, + "FN": 34695, + "FP": 21137, + "IoU": 0.25494748922428173, + "TN": 122637003, + "TP": 19105, + "n_pred": 40242, + "n_ref": 53800 + }, + "14": { + "Dice": 0.9207151870104516, + "FN": 11013, + "FP": 5638, + "IoU": 0.8530789796440578, + "TN": 122598607, + "TP": 96682, + "n_pred": 102320, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8297827054430061, + "FN": 8205, + "FP": 9389, + "IoU": 0.7090842951155792, + "TN": 122651462, + "TP": 42884, + "n_pred": 52273, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6861627923362001, + "FN": 63900, + "FP": 2915, + "IoU": 0.5222586088548221, + "TN": 122572084, + "TP": 73041, + "n_pred": 75956, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7494252631966138, + "FN": 3261, + "FP": 92110, + "IoU": 0.599264674986344, + "TN": 122473950, + "TP": 142619, + "n_pred": 234729, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7316789819930566, + "FN": 11311, + "FP": 28415, + "IoU": 0.5768878474810949, + "TN": 122618050, + "TP": 54164, + "n_pred": 82579, + "n_ref": 65475 + }, + "5": { + "Dice": 0.5285403910724866, + "FN": 10519, + "FP": 1416, + "IoU": 0.3591946308724832, + "TN": 122693315, + "TP": 6690, + "n_pred": 8106, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9413648845384999, + "FN": 43535, + "FP": 164166, + "IoU": 0.8892250698940043, + "TN": 120836958, + "TP": 1667281, + "n_pred": 1831447, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.6493195464399624, + "FN": 165775, + "FP": 266769, + "IoU": 0.4807351322280019, + "TN": 121878947, + "TP": 400449, + "n_pred": 667218, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9339756366069694, + "FN": 6647, + "FP": 11705, + "IoU": 0.8761297290000337, + "TN": 122563785, + "TP": 129803, + "n_pred": 141508, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8313817330210773, + "FN": 10846, + "FP": 15074, + "IoU": 0.7114228456913828, + "TN": 122622120, + "TP": 63900, + "n_pred": 78974, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_003/summary_cross_val.json b/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_003/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..7098bba2ba8ffed6a02891b703d49f24cd4036e8 --- /dev/null +++ b/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_003/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.5327407290140304, + "FN": 2049.888888888889, + "FP": 1607.6844444444448, + "IoU": 0.45125021606917254, + "TN": 1419648.2488888889, + "TP": 7755.51111111111, + "n_pred": 9363.195555555552, + "n_ref": 9805.4 + }, + "mean": { + "1": { + "Dice": 0.5681300651920174, + "FN": 1310.2333333333333, + "FP": 213.03333333333333, + "IoU": 0.5062347185860717, + "TN": 1424927.1666666667, + "TP": 4610.9, + "n_pred": 4823.933333333333, + "n_ref": 5921.133333333333 + }, + "10": { + "Dice": 0.5794304868637034, + "FN": 1374.1333333333334, + "FP": 1865.1333333333334, + "IoU": 0.4568509483064996, + "TN": 1423721.8666666667, + "TP": 4100.2, + "n_pred": 5965.333333333333, + "n_ref": 5474.333333333333 + }, + "11": { + "Dice": 0.40605972358748604, + "FN": 79.7, + "FP": 255.13333333333333, + "IoU": 0.2962248645335778, + "TN": 1430442.4, + "TP": 284.1, + "n_pred": 539.2333333333333, + "n_ref": 363.8 + }, + "12": { + "Dice": 0.09641590396632206, + "FN": 94.43333333333334, + "FP": 67.46666666666667, + "IoU": 0.06732043157149259, + "TN": 1430828.9666666666, + "TP": 70.46666666666667, + "n_pred": 137.93333333333334, + "n_ref": 164.9 + }, + "13": { + "Dice": 0.5044229442258078, + "FN": 2190.5, + "FP": 1943.6333333333334, + "IoU": 0.38203960283449073, + "TN": 1422370.9333333333, + "TP": 4556.266666666666, + "n_pred": 6499.9, + "n_ref": 6746.766666666666 + }, + "14": { + "Dice": 0.4902286116042062, + "FN": 7134.333333333333, + "FP": 1192.3666666666666, + "IoU": 0.3965248263870845, + "TN": 1415281.0666666667, + "TP": 7453.566666666667, + "n_pred": 8645.933333333332, + "n_ref": 14587.9 + }, + "15": { + "Dice": 0.6301011367751259, + "FN": 2579.4666666666667, + "FP": 1137.0, + "IoU": 0.5197494671943441, + "TN": 1421099.4333333333, + "TP": 6245.433333333333, + "n_pred": 7382.433333333333, + "n_ref": 8824.9 + }, + "2": { + "Dice": 0.5841005767820467, + "FN": 815.6, + "FP": 435.56666666666666, + "IoU": 0.5296085301279229, + "TN": 1422603.8666666667, + "TP": 7206.3, + "n_pred": 7641.866666666667, + "n_ref": 8021.9 + }, + "3": { + "Dice": 0.530932295989521, + "FN": 6009.066666666667, + "FP": 910.1333333333333, + "IoU": 0.4854630635245735, + "TN": 1415563.6333333333, + "TP": 8578.5, + "n_pred": 9488.633333333333, + "n_ref": 14587.566666666668 + }, + "4": { + "Dice": 0.4932769955884881, + "FN": 1911.6333333333334, + "FP": 1021.1333333333333, + "IoU": 0.4096826675447135, + "TN": 1423492.5, + "TP": 4636.066666666667, + "n_pred": 5657.2, + "n_ref": 6547.7 + }, + "5": { + "Dice": 0.3992764549795608, + "FN": 201.56666666666666, + "FP": 206.73333333333332, + "IoU": 0.31415637606204483, + "TN": 1430074.7, + "TP": 578.3333333333334, + "n_pred": 785.0666666666667, + "n_ref": 779.9 + }, + "6": { + "Dice": 0.879581190441387, + "FN": 2239.7, + "FP": 9388.933333333332, + "IoU": 0.8143150289049951, + "TN": 1371715.1333333333, + "TP": 47717.566666666666, + "n_pred": 57106.5, + "n_ref": 49957.26666666667 + }, + "7": { + "Dice": 0.5385057063555351, + "FN": 2965.4, + "FP": 4424.733333333334, + "IoU": 0.45760478877746547, + "TN": 1413157.6666666667, + "TP": 10513.533333333333, + "n_pred": 14938.266666666666, + "n_ref": 13478.933333333332 + }, + "8": { + "Dice": 0.6368598561588654, + "FN": 971.1333333333333, + "FP": 538.0666666666667, + "IoU": 0.5743707453876141, + "TN": 1423667.9666666666, + "TP": 5884.166666666667, + "n_pred": 6422.233333333334, + "n_ref": 6855.3 + }, + "9": { + "Dice": 0.653788986700382, + "FN": 871.4333333333333, + "FP": 516.2, + "IoU": 0.5586071812946978, + "TN": 1425776.4333333333, + "TP": 3897.266666666667, + "n_pred": 4413.466666666666, + "n_ref": 4768.7 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7288135593220338, + "FN": 30, + "FP": 2, + "IoU": 0.5733333333333334, + "TN": 1401781, + "TP": 43, + "n_pred": 45, + "n_ref": 73 + }, + "10": { + "Dice": 0.8902844477281123, + "FN": 153, + "FP": 144, + "IoU": 0.8022636484687083, + "TN": 1400354, + "TP": 1205, + "n_pred": 1349, + "n_ref": 1358 + }, + "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": 0.6297250859106529, + "FN": 106, + "FP": 1618, + "IoU": 0.45956112852664577, + "TN": 1398666, + "TP": 1466, + "n_pred": 3084, + "n_ref": 1572 + }, + "15": { + "Dice": 0.8249819102749638, + "FN": 8708, + "FP": 2902, + "IoU": 0.7021014548533601, + "TN": 1362883, + "TP": 27363, + "n_pred": 30265, + "n_ref": 36071 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1401848, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "3": { + "Dice": 0.9218884120171674, + "FN": 75, + "FP": 16, + "IoU": 0.8550955414012739, + "TN": 1401228, + "TP": 537, + "n_pred": 553, + "n_ref": 612 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7364431035816508, + "FN": 1822, + "FP": 1585, + "IoU": 0.5828333537406637, + "TN": 1393689, + "TP": 4760, + "n_pred": 6345, + "n_ref": 6582 + }, + "6": { + "Dice": 0.8764999360368427, + "FN": 3276, + "FP": 1551, + "IoU": 0.780151211513937, + "TN": 1379900, + "TP": 17129, + "n_pred": 18680, + "n_ref": 20405 + }, + "7": { + "Dice": 0.759367453454857, + "FN": 254, + "FP": 2835, + "IoU": 0.6120808740424463, + "TN": 1393893, + "TP": 4874, + "n_pred": 7709, + "n_ref": 5128 + }, + "8": { + "Dice": 0.9378065145785043, + "FN": 375, + "FP": 2174, + "IoU": 0.8828961271649745, + "TN": 1380089, + "TP": 19218, + "n_pred": 21392, + "n_ref": 19593 + }, + "9": { + "Dice": 0.8720123361603701, + "FN": 201, + "FP": 131, + "IoU": 0.773069036226931, + "TN": 1400393, + "TP": 1131, + "n_pred": 1262, + "n_ref": 1332 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0004.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": 0.4444444444444444, + "FN": 1154, + "FP": 836, + "IoU": 0.2857142857142857, + "TN": 1574302, + "TP": 796, + "n_pred": 1632, + "n_ref": 1950 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 1577044, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "13": { + "Dice": 0.2465753424657534, + "FN": 175, + "FP": 540, + "IoU": 0.140625, + "TN": 1576256, + "TP": 117, + "n_pred": 657, + "n_ref": 292 + }, + "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": 0.8831071595694899, + "FN": 2967, + "FP": 780, + "IoU": 0.7906820847997319, + "TN": 1559187, + "TP": 14154, + "n_pred": 14934, + "n_ref": 17121 + }, + "3": { + "Dice": 0.0, + "FN": 159625, + "FP": 0, + "IoU": 0.0, + "TN": 1417463, + "TP": 0, + "n_pred": 0, + "n_ref": 159625 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4033, + "IoU": 0.0, + "TN": 1573055, + "TP": 0, + "n_pred": 4033, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3918865636554356, + "FN": 1818, + "FP": 161666, + "IoU": 0.2436933581913481, + "TN": 1360927, + "TP": 52677, + "n_pred": 214343, + "n_ref": 54495 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 391, + "IoU": 0.0, + "TN": 1576697, + "TP": 0, + "n_pred": 391, + "n_ref": 0 + }, + "8": { + "Dice": 0.9043633125556545, + "FN": 395, + "FP": 142, + "IoU": 0.8254226267880365, + "TN": 1574012, + "TP": 2539, + "n_pred": 2681, + "n_ref": 2934 + }, + "9": { + "Dice": 0.3093220338983051, + "FN": 287, + "FP": 365, + "IoU": 0.18295739348370926, + "TN": 1576290, + "TP": 146, + "n_pred": 511, + "n_ref": 433 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1401850, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "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": 0.9538318720990201, + "FN": 3283, + "FP": 1193, + "IoU": 0.9117386074576539, + "TN": 1351143, + "TP": 46237, + "n_pred": 47430, + "n_ref": 49520 + }, + "3": { + "Dice": 0.0, + "FN": 54, + "FP": 452, + "IoU": 0.0, + "TN": 1401350, + "TP": 0, + "n_pred": 452, + "n_ref": 54 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7597805837300766, + "FN": 3361, + "FP": 1281, + "IoU": 0.6126178753233747, + "TN": 1389873, + "TP": 7341, + "n_pred": 8622, + "n_ref": 10702 + }, + "6": { + "Dice": 0.8708280775917908, + "FN": 1094, + "FP": 2695, + "IoU": 0.7712094680272931, + "TN": 1385295, + "TP": 12772, + "n_pred": 15467, + "n_ref": 13866 + }, + "7": { + "Dice": 0.08932844153772532, + "FN": 0, + "FP": 5709, + "IoU": 0.04675237936216397, + "TN": 1395867, + "TP": 280, + "n_pred": 5989, + "n_ref": 280 + }, + "8": { + "Dice": 0.9607380934276227, + "FN": 1033, + "FP": 516, + "IoU": 0.9244427101117019, + "TN": 1381355, + "TP": 18952, + "n_pred": 19468, + "n_ref": 19985 + }, + "9": { + "Dice": 0.8125747851626237, + "FN": 4793, + "FP": 376, + "IoU": 0.6843165994869915, + "TN": 1385482, + "TP": 11205, + "n_pred": 11581, + "n_ref": 15998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5924973656480506, + "FN": 8625, + "FP": 10711, + "IoU": 0.42095648788668283, + "TN": 1193231, + "TP": 14057, + "n_pred": 24768, + "n_ref": 22682 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.17543859649122806, + "FN": 58, + "FP": 224, + "IoU": 0.09615384615384616, + "TN": 1226312, + "TP": 30, + "n_pred": 254, + "n_ref": 88 + }, + "13": { + "Dice": 0.7395527289067091, + "FN": 3796, + "FP": 3739, + "IoU": 0.5867383315965558, + "TN": 1208391, + "TP": 10698, + "n_pred": 14437, + "n_ref": 14494 + }, + "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": 169, + "IoU": 0.0, + "TN": 1226455, + "TP": 0, + "n_pred": 169, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.820661636680209, + "FN": 123, + "FP": 6984, + "IoU": 0.6958661417322834, + "TN": 1203256, + "TP": 16261, + "n_pred": 23245, + "n_ref": 16384 + }, + "7": { + "Dice": 0.8253578909667126, + "FN": 6821, + "FP": 9270, + "IoU": 0.7026462652917914, + "TN": 1172510, + "TP": 38023, + "n_pred": 47293, + "n_ref": 44844 + }, + "8": { + "Dice": 0.9239047223255101, + "FN": 1924, + "FP": 1555, + "IoU": 0.8585714866457986, + "TN": 1202025, + "TP": 21120, + "n_pred": 22675, + "n_ref": 23044 + }, + "9": { + "Dice": 0.9465533262208762, + "FN": 766, + "FP": 787, + "IoU": 0.8985298921920941, + "TN": 1211319, + "TP": 13752, + "n_pred": 14539, + "n_ref": 14518 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.09252669039145907, + "FN": 74, + "FP": 436, + "IoU": 0.048507462686567165, + "TN": 1401320, + "TP": 26, + "n_pred": 462, + "n_ref": 100 + }, + "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": 0.42360109026775694, + "FN": 6468, + "FP": 722, + "IoU": 0.26871440195280716, + "TN": 1392024, + "TP": 2642, + "n_pred": 3364, + "n_ref": 9110 + }, + "14": { + "Dice": 0.6041427807077887, + "FN": 10323, + "FP": 35, + "IoU": 0.4328113021574855, + "TN": 1383594, + "TP": 7904, + "n_pred": 7939, + "n_ref": 18227 + }, + "15": { + "Dice": 0.7226570763697906, + "FN": 953, + "FP": 358, + "IoU": 0.5657502484266314, + "TN": 1398837, + "TP": 1708, + "n_pred": 2066, + "n_ref": 2661 + }, + "2": { + "Dice": 0.9287791215181761, + "FN": 5520, + "FP": 481, + "IoU": 0.8670285840904055, + "TN": 1356726, + "TP": 39129, + "n_pred": 39610, + "n_ref": 44649 + }, + "3": { + "Dice": 0.9319616659853749, + "FN": 2248, + "FP": 6740, + "IoU": 0.8725919625770785, + "TN": 1331311, + "TP": 61557, + "n_pred": 68297, + "n_ref": 63805 + }, + "4": { + "Dice": 0.6699304303014687, + "FN": 2387, + "FP": 175, + "IoU": 0.5036807438977141, + "TN": 1396694, + "TP": 2600, + "n_pred": 2775, + "n_ref": 4987 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9017837720252339, + "FN": 2180, + "FP": 1432, + "IoU": 0.8211349905912647, + "TN": 1381662, + "TP": 16582, + "n_pred": 18014, + "n_ref": 18762 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3119, + "IoU": 0.0, + "TN": 1398737, + "TP": 0, + "n_pred": 3119, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 184, + "IoU": 0.0, + "TN": 1401672, + "TP": 0, + "n_pred": 184, + "n_ref": 0 + }, + "9": { + "Dice": 0.6401766004415012, + "FN": 160, + "FP": 3, + "IoU": 0.4707792207792208, + "TN": 1401548, + "TP": 145, + "n_pred": 148, + "n_ref": 305 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6635280270707665, + "FN": 1020, + "FP": 3554, + "IoU": 0.49647732276530165, + "TN": 1392772, + "TP": 4510, + "n_pred": 8064, + "n_ref": 5530 + }, + "11": { + "Dice": 0.0, + "FN": 380, + "FP": 0, + "IoU": 0.0, + "TN": 1401476, + "TP": 0, + "n_pred": 0, + "n_ref": 380 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 1401787, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "13": { + "Dice": 0.7488516365238911, + "FN": 10885, + "FP": 3932, + "IoU": 0.5985314438995313, + "TN": 1364949, + "TP": 22090, + "n_pred": 26022, + "n_ref": 32975 + }, + "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": 0.7534292405486784, + "FN": 1430, + "FP": 44, + "IoU": 0.6044015029522276, + "TN": 1398130, + "TP": 2252, + "n_pred": 2296, + "n_ref": 3682 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1088, + "IoU": 0.0, + "TN": 1400768, + "TP": 0, + "n_pred": 1088, + "n_ref": 0 + }, + "4": { + "Dice": 0.707876370887338, + "FN": 143, + "FP": 150, + "IoU": 0.5478395061728395, + "TN": 1401208, + "TP": 355, + "n_pred": 505, + "n_ref": 498 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9339822540060919, + "FN": 2141, + "FP": 1847, + "IoU": 0.8761413752406981, + "TN": 1369658, + "TP": 28210, + "n_pred": 30057, + "n_ref": 30351 + }, + "7": { + "Dice": 0.7489312087057909, + "FN": 2491, + "FP": 93, + "IoU": 0.5986331158744952, + "TN": 1395418, + "TP": 3854, + "n_pred": 3947, + "n_ref": 6345 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1095, + "IoU": 0.0, + "TN": 1400761, + "TP": 0, + "n_pred": 1095, + "n_ref": 0 + }, + "9": { + "Dice": 0.9210156469596177, + "FN": 281, + "FP": 562, + "IoU": 0.8535949982632859, + "TN": 1396098, + "TP": 4915, + "n_pred": 5477, + "n_ref": 5196 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 2029, + "FP": 0, + "IoU": 0.0, + "TN": 1575059, + "TP": 0, + "n_pred": 0, + "n_ref": 2029 + }, + "10": { + "Dice": 0.7837453822108553, + "FN": 642, + "FP": 119, + "IoU": 0.6443925233644859, + "TN": 1574948, + "TP": 1379, + "n_pred": 1498, + "n_ref": 2021 + }, + "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": 0.2461046743907311, + "FN": 1840, + "FP": 47, + "IoU": 0.14031890660592256, + "TN": 1574893, + "TP": 308, + "n_pred": 355, + "n_ref": 2148 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 122, + "IoU": 0.0, + "TN": 1576966, + "TP": 0, + "n_pred": 122, + "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": 0.13717421124828533, + "FN": 629, + "FP": 0, + "IoU": 0.07363770250368189, + "TN": 1576409, + "TP": 50, + "n_pred": 50, + "n_ref": 679 + }, + "6": { + "Dice": 0.9670883916986971, + "FN": 2936, + "FP": 2467, + "IoU": 0.9362741050893436, + "TN": 1492303, + "TP": 79382, + "n_pred": 81849, + "n_ref": 82318 + }, + "7": { + "Dice": 0.8950646861523718, + "FN": 14523, + "FP": 2121, + "IoU": 0.8100607111882047, + "TN": 1489460, + "TP": 70984, + "n_pred": 73105, + "n_ref": 85507 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7789936702070593, + "FN": 3921, + "FP": 199, + "IoU": 0.6379931464721905, + "TN": 1565707, + "TP": 7261, + "n_pred": 7460, + "n_ref": 11182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 0.770178708474948, + "FN": 2264, + "FP": 8217, + "IoU": 0.6262525407410049, + "TN": 1549045, + "TP": 17562, + "n_pred": 25779, + "n_ref": 19826 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 1577048, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "13": { + "Dice": 0.40665651001992265, + "FN": 194, + "FP": 4869, + "IoU": 0.255222124154163, + "TN": 1570290, + "TP": 1735, + "n_pred": 6604, + "n_ref": 1929 + }, + "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": 0.8689990645463049, + "FN": 1735, + "FP": 1766, + "IoU": 0.7683451333289221, + "TN": 1561975, + "TP": 11612, + "n_pred": 13378, + "n_ref": 13347 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 1577068, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "6": { + "Dice": 0.9805435289974369, + "FN": 3963, + "FP": 2998, + "IoU": 0.9618297169992378, + "TN": 1394721, + "TP": 175406, + "n_pred": 178404, + "n_ref": 179369 + }, + "7": { + "Dice": 0.9061529373654224, + "FN": 2534, + "FP": 2391, + "IoU": 0.8284091700926765, + "TN": 1548386, + "TP": 23777, + "n_pred": 26168, + "n_ref": 26311 + }, + "8": { + "Dice": 0.5377049180327869, + "FN": 135, + "FP": 6, + "IoU": 0.36771300448430494, + "TN": 1576865, + "TP": 82, + "n_pred": 88, + "n_ref": 217 + }, + "9": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 1577084, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6937853107344633, + "FN": 267, + "FP": 4, + "IoU": 0.5311418685121108, + "TN": 1576510, + "TP": 307, + "n_pred": 311, + "n_ref": 574 + }, + "10": { + "Dice": 0.7655356462066336, + "FN": 499, + "FP": 116, + "IoU": 0.6201358863495985, + "TN": 1575469, + "TP": 1004, + "n_pred": 1120, + "n_ref": 1503 + }, + "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": 7, + "IoU": 0.0, + "TN": 1577081, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "13": { + "Dice": 0.8150848170475256, + "FN": 2477, + "FP": 2799, + "IoU": 0.6878845243729295, + "TN": 1560184, + "TP": 11628, + "n_pred": 14427, + "n_ref": 14105 + }, + "14": { + "Dice": 0.537591703899829, + "FN": 33350, + "FP": 182, + "IoU": 0.36760712130356066, + "TN": 1524064, + "TP": 19492, + "n_pred": 19674, + "n_ref": 52842 + }, + "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": 0.7797619047619048, + "FN": 136, + "FP": 12, + "IoU": 0.6390243902439025, + "TN": 1576678, + "TP": 262, + "n_pred": 274, + "n_ref": 398 + }, + "4": { + "Dice": 0.8669077835084641, + "FN": 597, + "FP": 5622, + "IoU": 0.7650814036943301, + "TN": 1550615, + "TP": 20254, + "n_pred": 25876, + "n_ref": 20851 + }, + "5": { + "Dice": 0.7622608313173521, + "FN": 235, + "FP": 3008, + "IoU": 0.6158493248045487, + "TN": 1568646, + "TP": 5199, + "n_pred": 8207, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9434452584751362, + "FN": 6941, + "FP": 763, + "IoU": 0.892944985617609, + "TN": 1505125, + "TP": 64259, + "n_pred": 65022, + "n_ref": 71200 + }, + "7": { + "Dice": 0.9050398986535021, + "FN": 4696, + "FP": 2575, + "IoU": 0.8265505725190839, + "TN": 1535168, + "TP": 34649, + "n_pred": 37224, + "n_ref": 39345 + }, + "8": { + "Dice": 0.9491698740253653, + "FN": 2270, + "FP": 1309, + "IoU": 0.9032571969185025, + "TN": 1540093, + "TP": 33416, + "n_pred": 34725, + "n_ref": 35686 + }, + "9": { + "Dice": 0.7421301582123634, + "FN": 956, + "FP": 625, + "IoU": 0.5899896265560166, + "TN": 1573232, + "TP": 2275, + "n_pred": 2900, + "n_ref": 3231 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7024711287718862, + "FN": 2574, + "FP": 2218, + "IoU": 0.5413915207196861, + "TN": 1391407, + "TP": 5657, + "n_pred": 7875, + "n_ref": 8231 + }, + "11": { + "Dice": 0.6727930938457254, + "FN": 139, + "FP": 2211, + "IoU": 0.5069240453210239, + "TN": 1397090, + "TP": 2416, + "n_pred": 4627, + "n_ref": 2555 + }, + "12": { + "Dice": 0.7168570439598477, + "FN": 932, + "FP": 704, + "IoU": 0.55867278122471, + "TN": 1398149, + "TP": 2071, + "n_pred": 2775, + "n_ref": 3003 + }, + "13": { + "Dice": 0.756158042651678, + "FN": 1897, + "FP": 2528, + "IoU": 0.6079213184476342, + "TN": 1390570, + "TP": 6861, + "n_pred": 9389, + "n_ref": 8758 + }, + "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": 0.9600395610247827, + "FN": 966, + "FP": 1135, + "IoU": 0.9231500786422328, + "TN": 1374517, + "TP": 25238, + "n_pred": 26373, + "n_ref": 26204 + }, + "3": { + "Dice": 0.9349843639665086, + "FN": 791, + "FP": 1787, + "IoU": 0.877906701397111, + "TN": 1380741, + "TP": 18537, + "n_pred": 20324, + "n_ref": 19328 + }, + "4": { + "Dice": 0.6793494937097269, + "FN": 862, + "FP": 183, + "IoU": 0.5144052044609665, + "TN": 1399704, + "TP": 1107, + "n_pred": 1290, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9545925102810306, + "FN": 1681, + "FP": 3100, + "IoU": 0.9131295879060978, + "TN": 1346820, + "TP": 50255, + "n_pred": 53355, + "n_ref": 51936 + }, + "7": { + "Dice": 0.9350378016607943, + "FN": 3279, + "FP": 390, + "IoU": 0.8780009310367759, + "TN": 1371782, + "TP": 26405, + "n_pred": 26795, + "n_ref": 29684 + }, + "8": { + "Dice": 0.9289810322011469, + "FN": 696, + "FP": 431, + "IoU": 0.8673805601317958, + "TN": 1393358, + "TP": 7371, + "n_pred": 7802, + "n_ref": 8067 + }, + "9": { + "Dice": 0.891416012879814, + "FN": 1843, + "FP": 2406, + "IoU": 0.8041032733978792, + "TN": 1380166, + "TP": 17441, + "n_pred": 19847, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9765382368315857, + "FN": 677, + "FP": 86, + "IoU": 0.9541521451748588, + "TN": 1385214, + "TP": 15879, + "n_pred": 15965, + "n_ref": 16556 + }, + "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": 0.3611111111111111, + "FN": 46, + "FP": 0, + "IoU": 0.22033898305084745, + "TN": 1401797, + "TP": 13, + "n_pred": 13, + "n_ref": 59 + }, + "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": 0.971038555710848, + "FN": 2034, + "FP": 3478, + "IoU": 0.9437074256768487, + "TN": 1303939, + "TP": 92405, + "n_pred": 95883, + "n_ref": 94439 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7335473515248796, + "FN": 308, + "FP": 24, + "IoU": 0.5792141951837769, + "TN": 1225835, + "TP": 457, + "n_pred": 481, + "n_ref": 765 + }, + "11": { + "Dice": 0.6788045977011494, + "FN": 459, + "FP": 3034, + "IoU": 0.5137806236080178, + "TN": 1219440, + "TP": 3691, + "n_pred": 6725, + "n_ref": 4150 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1226623, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.7943753912188143, + "FN": 642, + "FP": 8556, + "IoU": 0.6588911552011867, + "TN": 1199659, + "TP": 17767, + "n_pred": 26323, + "n_ref": 18409 + }, + "14": { + "Dice": 0.1737845483798839, + "FN": 84987, + "FP": 0, + "IoU": 0.09516103273888742, + "TN": 1132699, + "TP": 8938, + "n_pred": 8938, + "n_ref": 93925 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9558151211648741, + "FN": 691, + "FP": 2653, + "IoU": 0.9153696251866474, + "TN": 1187111, + "TP": 36169, + "n_pred": 38822, + "n_ref": 36860 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8514056224899599, + "FN": 805, + "FP": 490, + "IoU": 0.7412587412587412, + "TN": 1221619, + "TP": 3710, + "n_pred": 4200, + "n_ref": 4515 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9677981258991407, + "FN": 2908, + "FP": 1233, + "IoU": 0.9376054725168756, + "TN": 1160256, + "TP": 62227, + "n_pred": 63460, + "n_ref": 65135 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3640, + "IoU": 0.0, + "TN": 1222984, + "TP": 0, + "n_pred": 3640, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1226619, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "9": { + "Dice": 0.9050470984998256, + "FN": 2592, + "FP": 674, + "IoU": 0.8265625829748818, + "TN": 1207793, + "TP": 15565, + "n_pred": 16239, + "n_ref": 18157 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0119.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": 0.8939852877542189, + "FN": 7982, + "FP": 593, + "IoU": 0.8082942097026604, + "TN": 1357126, + "TP": 36155, + "n_pred": 36748, + "n_ref": 44137 + }, + "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": 199, + "IoU": 0.0, + "TN": 1401657, + "TP": 0, + "n_pred": 199, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9810299321501958, + "FN": 842, + "FP": 3377, + "IoU": 0.9627661921613965, + "TN": 1288545, + "TP": 109092, + "n_pred": 112469, + "n_ref": 109934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 253, + "IoU": 0.0, + "TN": 1401603, + "TP": 0, + "n_pred": 253, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1577087, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": 0.650443583656129, + "FN": 7792, + "FP": 3398, + "IoU": 0.48196842738762097, + "TN": 1555487, + "TP": 10411, + "n_pred": 13809, + "n_ref": 18203 + }, + "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": 0.3388364213106481, + "FN": 8102, + "FP": 10240, + "IoU": 0.20397534936203454, + "TN": 1554046, + "TP": 4700, + "n_pred": 14940, + "n_ref": 12802 + }, + "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": 0.9139681005316578, + "FN": 684, + "FP": 740, + "IoU": 0.8415665331553182, + "TN": 1568100, + "TP": 7564, + "n_pred": 8304, + "n_ref": 8248 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 374, + "IoU": 0.0, + "TN": 1576714, + "TP": 0, + "n_pred": 374, + "n_ref": 0 + }, + "4": { + "Dice": 0.0026618499857400894, + "FN": 10491, + "FP": 0, + "IoU": 0.0013326987148976678, + "TN": 1566583, + "TP": 14, + "n_pred": 14, + "n_ref": 10505 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8246784701009322, + "FN": 9056, + "FP": 8679, + "IoU": 0.7016620125828483, + "TN": 1517642, + "TP": 41711, + "n_pred": 50390, + "n_ref": 50767 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 70, + "IoU": 0.0, + "TN": 1577018, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8795203694680422, + "FN": 3296, + "FP": 2391, + "IoU": 0.7849498960105881, + "TN": 1550643, + "TP": 20758, + "n_pred": 23149, + "n_ref": 24054 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0160.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": 0.9947834611210307, + "FN": 175, + "FP": 272, + "IoU": 0.9896210643633324, + "TN": 1358788, + "TP": 42621, + "n_pred": 42893, + "n_ref": 42796 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 0.8317147968310759, + "FN": 2953, + "FP": 7583, + "IoU": 0.7119107513945094, + "TN": 1540516, + "TP": 26036, + "n_pred": 33619, + "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": 0.8399424868198963, + "FN": 1879, + "FP": 5802, + "IoU": 0.724052451948985, + "TN": 1549253, + "TP": 20154, + "n_pred": 25956, + "n_ref": 22033 + }, + "14": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 1577085, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "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": 2010, + "IoU": 0.0, + "TN": 1575078, + "TP": 0, + "n_pred": 2010, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7646287726834815, + "FN": 14864, + "FP": 39, + "IoU": 0.6189465609818461, + "TN": 1537978, + "TP": 24207, + "n_pred": 24246, + "n_ref": 39071 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9094086746362265, + "FN": 2289, + "FP": 6782, + "IoU": 0.8338675115840369, + "TN": 1522487, + "TP": 45530, + "n_pred": 52312, + "n_ref": 47819 + }, + "7": { + "Dice": 0.792115412083988, + "FN": 6139, + "FP": 1138, + "IoU": 0.655787332671113, + "TN": 1555947, + "TP": 13864, + "n_pred": 15002, + "n_ref": 20003 + }, + "8": { + "Dice": 0.8441127694859039, + "FN": 64, + "FP": 500, + "IoU": 0.7302725968436155, + "TN": 1574997, + "TP": 1527, + "n_pred": 2027, + "n_ref": 1591 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 227, + "IoU": 0.0, + "TN": 1576861, + "TP": 0, + "n_pred": 227, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.17012206936640187, + "FN": 21413, + "FP": 2, + "IoU": 0.0929690808979246, + "TN": 1203014, + "TP": 2195, + "n_pred": 2197, + "n_ref": 23608 + }, + "10": { + "Dice": 0.31055141215307497, + "FN": 5614, + "FP": 25, + "IoU": 0.18381820813431757, + "TN": 1219715, + "TP": 1270, + "n_pred": 1295, + "n_ref": 6884 + }, + "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": 0.7132768736559854, + "FN": 4270, + "FP": 17330, + "IoU": 0.5543359399178823, + "TN": 1178157, + "TP": 26867, + "n_pred": 44197, + "n_ref": 31137 + }, + "15": { + "Dice": 0.7564802610933283, + "FN": 6250, + "FP": 1510, + "IoU": 0.6083379599253016, + "TN": 1206811, + "TP": 12053, + "n_pred": 13563, + "n_ref": 18303 + }, + "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": 3805, + "IoU": 0.0, + "TN": 1222819, + "TP": 0, + "n_pred": 3805, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3847593651444835, + "FN": 1196, + "FP": 22799, + "IoU": 0.23820560035557814, + "TN": 1195126, + "TP": 7503, + "n_pred": 30302, + "n_ref": 8699 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 38140, + "IoU": 0.0, + "TN": 1188484, + "TP": 0, + "n_pred": 38140, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.2704658525554048, + "FN": 1613, + "FP": 0, + "IoU": 0.1563807531380753, + "TN": 1399944, + "TP": 299, + "n_pred": 299, + "n_ref": 1912 + }, + "11": { + "Dice": 0.6403162055335968, + "FN": 259, + "FP": 1561, + "IoU": 0.47093023255813954, + "TN": 1398416, + "TP": 1620, + "n_pred": 3181, + "n_ref": 1879 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 185, + "IoU": 0.0, + "TN": 1401671, + "TP": 0, + "n_pred": 185, + "n_ref": 0 + }, + "13": { + "Dice": 0.4751081162626974, + "FN": 4561, + "FP": 658, + "IoU": 0.31156839467088776, + "TN": 1394275, + "TP": 2362, + "n_pred": 3020, + "n_ref": 6923 + }, + "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": 0.9241756774796422, + "FN": 926, + "FP": 210, + "IoU": 0.8590395830748232, + "TN": 1393797, + "TP": 6923, + "n_pred": 7133, + "n_ref": 7849 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1115, + "FP": 0, + "IoU": 0.0, + "TN": 1400741, + "TP": 0, + "n_pred": 0, + "n_ref": 1115 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9345822338174941, + "FN": 2215, + "FP": 6536, + "IoU": 0.877197906288152, + "TN": 1330595, + "TP": 62510, + "n_pred": 69046, + "n_ref": 64725 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9361937935402154, + "FN": 480, + "FP": 326, + "IoU": 0.8800416728679863, + "TN": 1395137, + "TP": 5913, + "n_pred": 6239, + "n_ref": 6393 + }, + "9": { + "Dice": 0.4932089674357716, + "FN": 6065, + "FP": 3226, + "IoU": 0.3273240660295395, + "TN": 1388044, + "TP": 4521, + "n_pred": 7747, + "n_ref": 10586 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0012026458208057728, + "FN": 1683, + "FP": 1639, + "IoU": 0.0006016847172081829, + "TN": 1748996, + "TP": 2, + "n_pred": 1641, + "n_ref": 1685 + }, + "10": { + "Dice": 0.7465564738292011, + "FN": 4344, + "FP": 3384, + "IoU": 0.5956043956043956, + "TN": 1733210, + "TP": 11382, + "n_pred": 14766, + "n_ref": 15726 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 467, + "FP": 8, + "IoU": 0.0, + "TN": 1751845, + "TP": 0, + "n_pred": 8, + "n_ref": 467 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2258, + "IoU": 0.0, + "TN": 1750062, + "TP": 0, + "n_pred": 2258, + "n_ref": 0 + }, + "14": { + "Dice": 0.12305558307738036, + "FN": 44255, + "FP": 0, + "IoU": 0.0655616554054054, + "TN": 1704960, + "TP": 3105, + "n_pred": 3105, + "n_ref": 47360 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5943775100401606, + "FN": 18, + "FP": 3214, + "IoU": 0.4228571428571429, + "TN": 1746720, + "TP": 2368, + "n_pred": 5582, + "n_ref": 2386 + }, + "3": { + "Dice": 0.8235618999065342, + "FN": 7906, + "FP": 400, + "IoU": 0.7000469466613701, + "TN": 1724629, + "TP": 19385, + "n_pred": 19785, + "n_ref": 27291 + }, + "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": 0.5050113321581465, + "FN": 3705, + "FP": 15951, + "IoU": 0.3378027827375939, + "TN": 1722637, + "TP": 10027, + "n_pred": 25978, + "n_ref": 13732 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 14083, + "IoU": 0.0, + "TN": 1738237, + "TP": 0, + "n_pred": 14083, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 229, + "IoU": 0.0, + "TN": 1752091, + "TP": 0, + "n_pred": 229, + "n_ref": 0 + }, + "9": { + "Dice": 0.3104161876293401, + "FN": 118, + "FP": 2881, + "IoU": 0.18372346216657595, + "TN": 1748646, + "TP": 675, + "n_pred": 3556, + "n_ref": 793 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8805507745266782, + "FN": 234, + "FP": 113, + "IoU": 0.7865928659286593, + "TN": 1400230, + "TP": 1279, + "n_pred": 1392, + "n_ref": 1513 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4492, + "IoU": 0.0, + "TN": 1397364, + "TP": 0, + "n_pred": 4492, + "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": 0.6117291465513622, + "FN": 3331, + "FP": 5918, + "IoU": 0.4406410644088298, + "TN": 1385321, + "TP": 7286, + "n_pred": 13204, + "n_ref": 10617 + }, + "14": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 1401853, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 536, + "IoU": 0.0, + "TN": 1401320, + "TP": 0, + "n_pred": 536, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9466866604983569, + "FN": 474, + "FP": 1197, + "IoU": 0.8987702186950991, + "TN": 1385349, + "TP": 14836, + "n_pred": 16033, + "n_ref": 15310 + }, + "4": { + "Dice": 0.12282786276548344, + "FN": 11736, + "FP": 76, + "IoU": 0.06543239180314898, + "TN": 1389217, + "TP": 827, + "n_pred": 903, + "n_ref": 12563 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9432958515604357, + "FN": 821, + "FP": 8836, + "IoU": 0.8926773429946322, + "TN": 1311875, + "TP": 80324, + "n_pred": 89160, + "n_ref": 81145 + }, + "7": { + "Dice": 0.5762249802711816, + "FN": 18306, + "FP": 11229, + "IoU": 0.4047163156303537, + "TN": 1352241, + "TP": 20080, + "n_pred": 31309, + "n_ref": 38386 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8669649951904981, + "FN": 1678, + "FP": 4684, + "IoU": 0.76517053004577, + "TN": 1549996, + "TP": 20730, + "n_pred": 25414, + "n_ref": 22408 + }, + "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": 0.6621934854214957, + "FN": 5263, + "FP": 3044, + "IoU": 0.49498449753784424, + "TN": 1560639, + "TP": 8142, + "n_pred": 11186, + "n_ref": 13405 + }, + "14": { + "Dice": 0.8289491042452706, + "FN": 2800, + "FP": 3683, + "IoU": 0.7078677000720981, + "TN": 1554896, + "TP": 15709, + "n_pred": 19392, + "n_ref": 18509 + }, + "15": { + "Dice": 0.8108060926111814, + "FN": 3086, + "FP": 5584, + "IoU": 0.6818115091015854, + "TN": 1549840, + "TP": 18578, + "n_pred": 24162, + "n_ref": 21664 + }, + "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": 0.5617272327872969, + "FN": 2360, + "FP": 4623, + "IoU": 0.3905568161982894, + "TN": 1565630, + "TP": 4475, + "n_pred": 9098, + "n_ref": 6835 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.941790407514588, + "FN": 759, + "FP": 2922, + "IoU": 0.8899847574643593, + "TN": 1543629, + "TP": 29778, + "n_pred": 32700, + "n_ref": 30537 + }, + "7": { + "Dice": 0.7350399897215174, + "FN": 16025, + "FP": 473, + "IoU": 0.5810776496876746, + "TN": 1537706, + "TP": 22884, + "n_pred": 23357, + "n_ref": 38909 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0249.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": 0.4831716980376986, + "FN": 38540, + "FP": 203, + "IoU": 0.3185407981988637, + "TN": 1169771, + "TP": 18110, + "n_pred": 18313, + "n_ref": 56650 + }, + "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": 0.9390466781921462, + "FN": 2459, + "FP": 9, + "IoU": 0.8850970715582662, + "TN": 1205145, + "TP": 19011, + "n_pred": 19020, + "n_ref": 21470 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9579605880512981, + "FN": 477, + "FP": 3555, + "IoU": 0.9193132016569611, + "TN": 1351885, + "TP": 45939, + "n_pred": 49494, + "n_ref": 46416 + }, + "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": 0.9350010252204224, + "FN": 4170, + "FP": 1853, + "IoU": 0.8779360800924143, + "TN": 1352513, + "TP": 43320, + "n_pred": 45173, + "n_ref": 47490 + }, + "15": { + "Dice": 0.9127511207039681, + "FN": 4637, + "FP": 1669, + "IoU": 0.8395052302053906, + "TN": 1362565, + "TP": 32985, + "n_pred": 34654, + "n_ref": 37622 + }, + "2": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 1401855, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 1401847, + "TP": 0, + "n_pred": 9, + "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": 0.8933045356371491, + "FN": 2254, + "FP": 710, + "IoU": 0.8071818891491023, + "TN": 1386484, + "TP": 12408, + "n_pred": 13118, + "n_ref": 14662 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6818181818181818, + "FN": 371, + "FP": 7, + "IoU": 0.5172413793103449, + "TN": 1576305, + "TP": 405, + "n_pred": 412, + "n_ref": 776 + }, + "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": 107, + "IoU": 0.0, + "TN": 1576981, + "TP": 0, + "n_pred": 107, + "n_ref": 0 + }, + "13": { + "Dice": 0.7756198043110425, + "FN": 3702, + "FP": 2398, + "IoU": 0.6334795409481464, + "TN": 1560445, + "TP": 10543, + "n_pred": 12941, + "n_ref": 14245 + }, + "14": { + "Dice": 0.8607796793575762, + "FN": 2008, + "FP": 7770, + "IoU": 0.7555866620006999, + "TN": 1537082, + "TP": 30228, + "n_pred": 37998, + "n_ref": 32236 + }, + "15": { + "Dice": 0.6148385862750515, + "FN": 2123, + "FP": 16000, + "IoU": 0.4438750460292132, + "TN": 1544500, + "TP": 14465, + "n_pred": 30465, + "n_ref": 16588 + }, + "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": 0.8852190080384973, + "FN": 2213, + "FP": 1985, + "IoU": 0.7940743647601295, + "TN": 1556702, + "TP": 16188, + "n_pred": 18173, + "n_ref": 18401 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9577837670236363, + "FN": 3019, + "FP": 521, + "IoU": 0.9189875735176328, + "TN": 1533391, + "TP": 40157, + "n_pred": 40678, + "n_ref": 43176 + }, + "7": { + "Dice": 0.819047619047619, + "FN": 871, + "FP": 98, + "IoU": 0.6935483870967742, + "TN": 1573926, + "TP": 2193, + "n_pred": 2291, + "n_ref": 3064 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7342076388526046, + "FN": 4788, + "FP": 299, + "IoU": 0.5800379757285561, + "TN": 1389743, + "TP": 7026, + "n_pred": 7325, + "n_ref": 11814 + }, + "10": { + "Dice": 0.6563492063492063, + "FN": 86, + "FP": 6842, + "IoU": 0.4884819846426462, + "TN": 1388312, + "TP": 6616, + "n_pred": 13458, + "n_ref": 6702 + }, + "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": 383, + "IoU": 0.0, + "TN": 1401473, + "TP": 0, + "n_pred": 383, + "n_ref": 0 + }, + "13": { + "Dice": 0.6164175871778211, + "FN": 12160, + "FP": 237, + "IoU": 0.4455228553537883, + "TN": 1379498, + "TP": 9961, + "n_pred": 10198, + "n_ref": 22121 + }, + "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": 4, + "IoU": 0.0, + "TN": 1401852, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "3": { + "Dice": 0.16522040958000694, + "FN": 5826, + "FP": 8604, + "IoU": 0.09004918653045782, + "TN": 1385998, + "TP": 1428, + "n_pred": 10032, + "n_ref": 7254 + }, + "4": { + "Dice": 0.5696414194587229, + "FN": 3467, + "FP": 3482, + "IoU": 0.3982507793557326, + "TN": 1390308, + "TP": 4599, + "n_pred": 8081, + "n_ref": 8066 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 308, + "IoU": 0.0, + "TN": 1401548, + "TP": 0, + "n_pred": 308, + "n_ref": 0 + }, + "6": { + "Dice": 0.9563853422200809, + "FN": 786, + "FP": 7361, + "IoU": 0.9164161648079941, + "TN": 1304385, + "TP": 89324, + "n_pred": 96685, + "n_ref": 90110 + }, + "7": { + "Dice": 0.7524797659154665, + "FN": 10524, + "FP": 7917, + "IoU": 0.6031804097090722, + "TN": 1355384, + "TP": 28031, + "n_pred": 35948, + "n_ref": 38555 + }, + "8": { + "Dice": 0.8227471034488578, + "FN": 13930, + "FP": 7075, + "IoU": 0.6988703156808211, + "TN": 1332102, + "TP": 48749, + "n_pred": 55824, + "n_ref": 62679 + }, + "9": { + "Dice": 0.9582365940306022, + "FN": 860, + "FP": 633, + "IoU": 0.9198217066752591, + "TN": 1383235, + "TP": 17128, + "n_pred": 17761, + "n_ref": 17988 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 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": 0.3333333333333333, + "FN": 8, + "FP": 0, + "IoU": 0.2, + "TN": 1401846, + "TP": 2, + "n_pred": 2, + "n_ref": 10 + }, + "14": { + "Dice": 0.7850430658579366, + "FN": 21652, + "FP": 285, + "IoU": 0.6461488829744334, + "TN": 1339861, + "TP": 40058, + "n_pred": 40343, + "n_ref": 61710 + }, + "15": { + "Dice": 0.8492622704004817, + "FN": 2318, + "FP": 185, + "IoU": 0.7380154908938664, + "TN": 1392302, + "TP": 7051, + "n_pred": 7236, + "n_ref": 9369 + }, + "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": 0.878348900945243, + "FN": 1462, + "FP": 2888, + "IoU": 0.7830856686945248, + "TN": 1381802, + "TP": 15704, + "n_pred": 18592, + "n_ref": 17166 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.941920163586592, + "FN": 2361, + "FP": 2922, + "IoU": 0.8902165329786792, + "TN": 1353734, + "TP": 42839, + "n_pred": 45761, + "n_ref": 45200 + }, + "7": { + "Dice": 0.9086765168186105, + "FN": 469, + "FP": 693, + "IoU": 0.8326371885352153, + "TN": 1394913, + "TP": 5781, + "n_pred": 6474, + "n_ref": 6250 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9506193905060916, + "FN": 1363, + "FP": 84, + "IoU": 0.9058861788617886, + "TN": 1036017, + "TP": 13928, + "n_pred": 14012, + "n_ref": 15291 + }, + "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": 175, + "FP": 0, + "IoU": 0.0, + "TN": 1051217, + "TP": 0, + "n_pred": 0, + "n_ref": 175 + }, + "14": { + "Dice": 0.9159750493596351, + "FN": 4263, + "FP": 546, + "IoU": 0.8449759840108314, + "TN": 1020371, + "TP": 26212, + "n_pred": 26758, + "n_ref": 30475 + }, + "15": { + "Dice": 0.6893517160457612, + "FN": 420, + "FP": 3816, + "IoU": 0.5259623992837958, + "TN": 1042456, + "TP": 4700, + "n_pred": 8516, + "n_ref": 5120 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1051390, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9427391040735467, + "FN": 3112, + "FP": 949, + "IoU": 0.8916806700274733, + "TN": 1013901, + "TP": 33430, + "n_pred": 34379, + "n_ref": 36542 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9610045889509444, + "FN": 3256, + "FP": 2225, + "IoU": 0.9249363170725027, + "TN": 978374, + "TP": 67537, + "n_pred": 69762, + "n_ref": 70793 + }, + "7": { + "Dice": 0.8899903621093213, + "FN": 40, + "FP": 759, + "IoU": 0.8017861572810717, + "TN": 1047361, + "TP": 3232, + "n_pred": 3991, + "n_ref": 3272 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8912826650708159, + "FN": 4331, + "FP": 574, + "IoU": 0.8038862900323858, + "TN": 1552077, + "TP": 20106, + "n_pred": 20680, + "n_ref": 24437 + }, + "10": { + "Dice": 0.0, + "FN": 614, + "FP": 0, + "IoU": 0.0, + "TN": 1576474, + "TP": 0, + "n_pred": 0, + "n_ref": 614 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 1577076, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1290, + "FP": 292, + "IoU": 0.0, + "TN": 1575506, + "TP": 0, + "n_pred": 292, + "n_ref": 1290 + }, + "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": 0.9579482714265926, + "FN": 1103, + "FP": 3147, + "IoU": 0.9192905161608872, + "TN": 1524430, + "TP": 48408, + "n_pred": 51555, + "n_ref": 49511 + }, + "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": 0.9583027619912203, + "FN": 2273, + "FP": 4433, + "IoU": 0.9199436525559296, + "TN": 1493322, + "TP": 77060, + "n_pred": 81493, + "n_ref": 79333 + }, + "7": { + "Dice": 0.5343361335840334, + "FN": 1653, + "FP": 25342, + "IoU": 0.36456935715462657, + "TN": 1534605, + "TP": 15488, + "n_pred": 40830, + "n_ref": 17141 + }, + "8": { + "Dice": 0.8071757087614123, + "FN": 7832, + "FP": 595, + "IoU": 0.6766928831766738, + "TN": 1551023, + "TP": 17638, + "n_pred": 18233, + "n_ref": 25470 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9687380336054651, + "FN": 2009, + "FP": 32, + "IoU": 0.9393714353612167, + "TN": 1368192, + "TP": 31623, + "n_pred": 31655, + "n_ref": 33632 + }, + "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": 0.9920757112064903, + "FN": 664, + "FP": 597, + "IoU": 0.9842760237418325, + "TN": 1321660, + "TP": 78935, + "n_pred": 79532, + "n_ref": 79599 + }, + "7": { + "Dice": 0.8519458544839256, + "FN": 337, + "FP": 13, + "IoU": 0.74207811348563, + "TN": 1400499, + "TP": 1007, + "n_pred": 1020, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0391.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": 0, + "FP": 69, + "IoU": 0.0, + "TN": 1401787, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2422, + "IoU": 0.0, + "TN": 1399434, + "TP": 0, + "n_pred": 2422, + "n_ref": 0 + }, + "15": { + "Dice": 0.8969129094892851, + "FN": 10349, + "FP": 1225, + "IoU": 0.8130934694141205, + "TN": 1339932, + "TP": 50350, + "n_pred": 51575, + "n_ref": 60699 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.4796869657193744, + "FN": 1571.1933333333332, + "FP": 1881.0933333333335, + "IoU": 0.4029229062688342, + "TN": 1466562.9911111111, + "TP": 7774.588888888889, + "n_pred": 9655.68222222222, + "n_ref": 9345.782222222222 + }, + "mean": { + "1": { + "Dice": 0.4890335318481092, + "FN": 4341.4, + "FP": 1299.7666666666667, + "IoU": 0.4300885516710991, + "TN": 1464408.8333333333, + "TP": 7739.866666666667, + "n_pred": 9039.633333333333, + "n_ref": 12081.266666666666 + }, + "10": { + "Dice": 0.5342005992626717, + "FN": 1560.2666666666667, + "FP": 1120.0666666666666, + "IoU": 0.43630417780231295, + "TN": 1470557.4333333333, + "TP": 4552.1, + "n_pred": 5672.166666666667, + "n_ref": 6112.366666666667 + }, + "11": { + "Dice": 0.41151683282914714, + "FN": 164.93333333333334, + "FP": 111.16666666666667, + "IoU": 0.30905429297853726, + "TN": 1477340.7666666666, + "TP": 173.0, + "n_pred": 284.1666666666667, + "n_ref": 337.93333333333334 + }, + "12": { + "Dice": 0.3368928268151644, + "FN": 300.03333333333336, + "FP": 68.63333333333334, + "IoU": 0.24633435990601804, + "TN": 1477192.4333333333, + "TP": 228.76666666666668, + "n_pred": 297.4, + "n_ref": 528.8 + }, + "13": { + "Dice": 0.32131858286511206, + "FN": 1994.0666666666666, + "FP": 1457.0, + "IoU": 0.23070010844868943, + "TN": 1471901.2, + "TP": 2437.6, + "n_pred": 3894.6, + "n_ref": 4431.666666666667 + }, + "14": { + "Dice": 0.43137617016516433, + "FN": 387.4, + "FP": 1097.6333333333334, + "IoU": 0.38292857219521403, + "TN": 1471631.6666666667, + "TP": 4673.166666666667, + "n_pred": 5770.8, + "n_ref": 5060.566666666667 + }, + "15": { + "Dice": 0.15982853597038907, + "FN": 579.3, + "FP": 1084.2, + "IoU": 0.11406733340795255, + "TN": 1475741.6333333333, + "TP": 384.73333333333335, + "n_pred": 1468.9333333333334, + "n_ref": 964.0333333333333 + }, + "2": { + "Dice": 0.4911528856264141, + "FN": 1579.5, + "FP": 433.56666666666666, + "IoU": 0.4433688335358607, + "TN": 1470207.4666666666, + "TP": 5569.333333333333, + "n_pred": 6002.9, + "n_ref": 7148.833333333333 + }, + "3": { + "Dice": 0.33613650555418206, + "FN": 441.43333333333334, + "FP": 2070.9666666666667, + "IoU": 0.2949393681061508, + "TN": 1472549.8333333333, + "TP": 2727.633333333333, + "n_pred": 4798.6, + "n_ref": 3169.0666666666666 + }, + "4": { + "Dice": 0.30984346459620044, + "FN": 552.5, + "FP": 677.5333333333333, + "IoU": 0.24200564505545508, + "TN": 1474982.9, + "TP": 1576.9333333333334, + "n_pred": 2254.4666666666667, + "n_ref": 2129.4333333333334 + }, + "5": { + "Dice": 0.5804317534411697, + "FN": 1181.7333333333333, + "FP": 336.6666666666667, + "IoU": 0.44900300536827187, + "TN": 1474837.9, + "TP": 1433.5666666666666, + "n_pred": 1770.2333333333333, + "n_ref": 2615.3 + }, + "6": { + "Dice": 0.7049403535890233, + "FN": 4574.533333333334, + "FP": 10432.5, + "IoU": 0.6466339376328905, + "TN": 1405917.2666666666, + "TP": 56865.566666666666, + "n_pred": 67298.06666666667, + "n_ref": 61440.1 + }, + "7": { + "Dice": 0.48945936152483815, + "FN": 4429.133333333333, + "FP": 5272.433333333333, + "IoU": 0.4007409048024416, + "TN": 1454928.0666666667, + "TP": 13160.233333333334, + "n_pred": 18432.666666666668, + "n_ref": 17589.366666666665 + }, + "8": { + "Dice": 0.8254741758067735, + "FN": 756.0666666666667, + "FP": 1269.0333333333333, + "IoU": 0.7599913051007559, + "TN": 1465078.7333333334, + "TP": 10686.033333333333, + "n_pred": 11955.066666666668, + "n_ref": 11442.1 + }, + "9": { + "Dice": 0.7736989058962574, + "FN": 725.6, + "FP": 1485.2333333333333, + "IoU": 0.6576831980208634, + "TN": 1471168.7333333334, + "TP": 4410.3, + "n_pred": 5895.533333333334, + "n_ref": 5135.9 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9697623548741501, + "FN": 724, + "FP": 2331, + "IoU": 0.9412996695104142, + "TN": 1525044, + "TP": 48989, + "n_pred": 51320, + "n_ref": 49713 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 205, + "IoU": 0.0, + "TN": 1576883, + "TP": 0, + "n_pred": 205, + "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": 3135, + "IoU": 0.0, + "TN": 1573953, + "TP": 0, + "n_pred": 3135, + "n_ref": 0 + }, + "14": { + "Dice": 0.9042944785276074, + "FN": 1105, + "FP": 1703, + "IoU": 0.8253079507278835, + "TN": 1561014, + "TP": 13266, + "n_pred": 14969, + "n_ref": 14371 + }, + "15": { + "Dice": 0.7652635067948294, + "FN": 175, + "FP": 3366, + "IoU": 0.6197788038226135, + "TN": 1567775, + "TP": 5772, + "n_pred": 9138, + "n_ref": 5947 + }, + "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": 0.9193317242419671, + "FN": 3885, + "FP": 393, + "IoU": 0.8507066829523643, + "TN": 1548433, + "TP": 24377, + "n_pred": 24770, + "n_ref": 28262 + }, + "8": { + "Dice": 0.3987538940809969, + "FN": 52, + "FP": 4580, + "IoU": 0.2490272373540856, + "TN": 1570920, + "TP": 1536, + "n_pred": 6116, + "n_ref": 1588 + }, + "9": { + "Dice": 0.5, + "FN": 677, + "FP": 39, + "IoU": 0.3333333333333333, + "TN": 1576014, + "TP": 358, + "n_pred": 397, + "n_ref": 1035 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4214, + "IoU": 0.0, + "TN": 1572874, + "TP": 0, + "n_pred": 4214, + "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": 0.1337579617834395, + "FN": 140, + "FP": 3396, + "IoU": 0.07167235494880546, + "TN": 1573279, + "TP": 273, + "n_pred": 3669, + "n_ref": 413 + }, + "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": 0.574493132766514, + "FN": 2288, + "FP": 965, + "IoU": 0.40300972655533124, + "TN": 1571639, + "TP": 2196, + "n_pred": 3161, + "n_ref": 4484 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 271, + "IoU": 0.0, + "TN": 1576817, + "TP": 0, + "n_pred": 271, + "n_ref": 0 + }, + "6": { + "Dice": 0.968101559216352, + "FN": 4654, + "FP": 3163, + "IoU": 0.9381752321295813, + "TN": 1450650, + "TP": 118621, + "n_pred": 121784, + "n_ref": 123275 + }, + "7": { + "Dice": 0.6039680494717856, + "FN": 1599, + "FP": 15308, + "IoU": 0.43263196751568844, + "TN": 1547289, + "TP": 12892, + "n_pred": 28200, + "n_ref": 14491 + }, + "8": { + "Dice": 0.7916652572472347, + "FN": 5074, + "FP": 1085, + "IoU": 0.6551704831756341, + "TN": 1559227, + "TP": 11702, + "n_pred": 12787, + "n_ref": 16776 + }, + "9": { + "Dice": 0.7768776905197431, + "FN": 3204, + "FP": 13019, + "IoU": 0.6351594476678811, + "TN": 1532622, + "TP": 28243, + "n_pred": 41262, + "n_ref": 31447 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2805, + "IoU": 0.0, + "TN": 1574283, + "TP": 0, + "n_pred": 2805, + "n_ref": 0 + }, + "10": { + "Dice": 0.6995443326371749, + "FN": 5044, + "FP": 1286, + "IoU": 0.5379224760931455, + "TN": 1563389, + "TP": 7369, + "n_pred": 8655, + "n_ref": 12413 + }, + "11": { + "Dice": 0.6887550200803213, + "FN": 276, + "FP": 34, + "IoU": 0.5252679938744257, + "TN": 1576435, + "TP": 343, + "n_pred": 377, + "n_ref": 619 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6740596433388281, + "FN": 1763, + "FP": 4762, + "IoU": 0.5083634719710669, + "TN": 1563816, + "TP": 6747, + "n_pred": 11509, + "n_ref": 8510 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1577081, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.865644312199588, + "FN": 8545, + "FP": 2021, + "IoU": 0.7631154156577885, + "TN": 1532484, + "TP": 34038, + "n_pred": 36059, + "n_ref": 42583 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6119, + "IoU": 0.0, + "TN": 1570969, + "TP": 0, + "n_pred": 6119, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 995, + "IoU": 0.0, + "TN": 1576093, + "TP": 0, + "n_pred": 995, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9056596204377889, + "FN": 9683, + "FP": 23240, + "IoU": 0.8275849428128534, + "TN": 1386136, + "TP": 158029, + "n_pred": 181269, + "n_ref": 167712 + }, + "7": { + "Dice": 0.8029640090284857, + "FN": 48032, + "FP": 1639, + "IoU": 0.6707935392792996, + "TN": 1426207, + "TP": 101210, + "n_pred": 102849, + "n_ref": 149242 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8676034549439217, + "FN": 173, + "FP": 854, + "IoU": 0.7661657559198543, + "TN": 1572696, + "TP": 3365, + "n_pred": 4219, + "n_ref": 3538 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0043.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": 0.810824522054897, + "FN": 13308, + "FP": 862, + "IoU": 0.6818375732536992, + "TN": 1006855, + "TP": 30367, + "n_pred": 31229, + "n_ref": 43675 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 1051372, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1404, + "IoU": 0.0, + "TN": 1049988, + "TP": 0, + "n_pred": 1404, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9615447630193096, + "FN": 2658, + "FP": 2271, + "IoU": 0.9259376126938333, + "TN": 984840, + "TP": 61623, + "n_pred": 63894, + "n_ref": 64281 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 1051381, + "TP": 0, + "n_pred": 11, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8561824994489751, + "FN": 1817, + "FP": 793, + "IoU": 0.748530686964062, + "TN": 1917173, + "TP": 7769, + "n_pred": 8562, + "n_ref": 9586 + }, + "11": { + "Dice": 0.7833009708737864, + "FN": 453, + "FP": 663, + "IoU": 0.6437918927545484, + "TN": 1924419, + "TP": 2017, + "n_pred": 2680, + "n_ref": 2470 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8105247148288973, + "FN": 675, + "FP": 5554, + "IoU": 0.681413666121113, + "TN": 1908000, + "TP": 13323, + "n_pred": 18877, + "n_ref": 13998 + }, + "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": 0.9346060692406326, + "FN": 232, + "FP": 227, + "IoU": 0.8772399037175715, + "TN": 1923813, + "TP": 3280, + "n_pred": 3507, + "n_ref": 3512 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 299, + "IoU": 0.0, + "TN": 1927253, + "TP": 0, + "n_pred": 299, + "n_ref": 0 + }, + "5": { + "Dice": 0.813323782234957, + "FN": 2892, + "FP": 2320, + "IoU": 0.6853796933478208, + "TN": 1910986, + "TP": 11354, + "n_pred": 13674, + "n_ref": 14246 + }, + "6": { + "Dice": 0.8722262815828943, + "FN": 7619, + "FP": 5671, + "IoU": 0.7734053980324291, + "TN": 1868901, + "TP": 45361, + "n_pred": 51032, + "n_ref": 52980 + }, + "7": { + "Dice": 0.7762137981566465, + "FN": 1218, + "FP": 4585, + "IoU": 0.6342723892355203, + "TN": 1911685, + "TP": 10064, + "n_pred": 14649, + "n_ref": 11282 + }, + "8": { + "Dice": 0.903328639296823, + "FN": 3665, + "FP": 8829, + "IoU": 0.8237004007450471, + "TN": 1856684, + "TP": 58374, + "n_pred": 67203, + "n_ref": 62039 + }, + "9": { + "Dice": 0.699021559103119, + "FN": 13163, + "FP": 8462, + "IoU": 0.537304491088431, + "TN": 1880815, + "TP": 25112, + "n_pred": 33574, + "n_ref": 38275 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0059.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": 0.3823966696402022, + "FN": 1411, + "FP": 666, + "IoU": 0.2363970588235294, + "TN": 1574368, + "TP": 643, + "n_pred": 1309, + "n_ref": 2054 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 1577077, + "TP": 0, + "n_pred": 11, + "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": 0.9313725490196079, + "FN": 131, + "FP": 429, + "IoU": 0.8715596330275229, + "TN": 1572728, + "TP": 3800, + "n_pred": 4229, + "n_ref": 3931 + }, + "3": { + "Dice": 0.0, + "FN": 54, + "FP": 0, + "IoU": 0.0, + "TN": 1577034, + "TP": 0, + "n_pred": 0, + "n_ref": 54 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6268, + "IoU": 0.0, + "TN": 1570820, + "TP": 0, + "n_pred": 6268, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9741293785454453, + "FN": 11433, + "FP": 771, + "IoU": 0.9495635786550287, + "TN": 1335120, + "TP": 229764, + "n_pred": 230535, + "n_ref": 241197 + }, + "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": 0.8332080436008269, + "FN": 861, + "FP": 2689, + "IoU": 0.7141016348554401, + "TN": 1564671, + "TP": 8867, + "n_pred": 11556, + "n_ref": 9728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0064.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": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1577082, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "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": 0, + "FP": 14, + "IoU": 0.0, + "TN": 1577074, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 1577069, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "2": { + "Dice": 0.8140806063697981, + "FN": 19049, + "FP": 1359, + "IoU": 0.6864552605703048, + "TN": 1512000, + "TP": 44680, + "n_pred": 46039, + "n_ref": 63729 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 16053, + "IoU": 0.0, + "TN": 1561035, + "TP": 0, + "n_pred": 16053, + "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": 0.9304607508532423, + "FN": 916, + "FP": 714, + "IoU": 0.8699641005185481, + "TN": 1564553, + "TP": 10905, + "n_pred": 11619, + "n_ref": 11821 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 208, + "IoU": 0.0, + "TN": 1226416, + "TP": 0, + "n_pred": 208, + "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": 2878, + "IoU": 0.0, + "TN": 1223746, + "TP": 0, + "n_pred": 2878, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 1226559, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8445378151260504, + "FN": 1, + "FP": 443, + "IoU": 0.730909090909091, + "TN": 1224974, + "TP": 1206, + "n_pred": 1649, + "n_ref": 1207 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5720401125688691, + "FN": 20759, + "FP": 835, + "IoU": 0.40059956697940374, + "TN": 1716294, + "TP": 14432, + "n_pred": 15267, + "n_ref": 35191 + }, + "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": 0.7331613642877616, + "FN": 414, + "FP": 517, + "IoU": 0.5787330316742082, + "TN": 1750110, + "TP": 1279, + "n_pred": 1796, + "n_ref": 1693 + }, + "13": { + "Dice": 0.0, + "FN": 2969, + "FP": 0, + "IoU": 0.0, + "TN": 1749351, + "TP": 0, + "n_pred": 0, + "n_ref": 2969 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3953, + "IoU": 0.0, + "TN": 1748367, + "TP": 0, + "n_pred": 3953, + "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": 286, + "IoU": 0.0, + "TN": 1752034, + "TP": 0, + "n_pred": 286, + "n_ref": 0 + }, + "3": { + "Dice": 0.681210415200563, + "FN": 399, + "FP": 54, + "IoU": 0.5165421558164355, + "TN": 1751383, + "TP": 484, + "n_pred": 538, + "n_ref": 883 + }, + "4": { + "Dice": 0.5192276223204059, + "FN": 5773, + "FP": 103, + "IoU": 0.3506464802740634, + "TN": 1743271, + "TP": 3173, + "n_pred": 3276, + "n_ref": 8946 + }, + "5": { + "Dice": 0.6773727316524811, + "FN": 1984, + "FP": 25, + "IoU": 0.5121418164157358, + "TN": 1748202, + "TP": 2109, + "n_pred": 2134, + "n_ref": 4093 + }, + "6": { + "Dice": 0.16325761856330281, + "FN": 2972, + "FP": 19241, + "IoU": 0.08888433141919606, + "TN": 1727940, + "TP": 2167, + "n_pred": 21408, + "n_ref": 5139 + }, + "7": { + "Dice": 0.44069247852727905, + "FN": 1386, + "FP": 19517, + "IoU": 0.28262063285057315, + "TN": 1723182, + "TP": 8235, + "n_pred": 27752, + "n_ref": 9621 + }, + "8": { + "Dice": 0.9594734210964839, + "FN": 1838, + "FP": 594, + "IoU": 0.9221037122449633, + "TN": 1721099, + "TP": 28789, + "n_pred": 29383, + "n_ref": 30627 + }, + "9": { + "Dice": 0.6663252240717029, + "FN": 120, + "FP": 1183, + "IoU": 0.499615975422427, + "TN": 1749716, + "TP": 1301, + "n_pred": 2484, + "n_ref": 1421 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 0.7651376146788991, + "FN": 173, + "FP": 83, + "IoU": 0.6196136701337296, + "TN": 1576415, + "TP": 417, + "n_pred": 500, + "n_ref": 590 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 992, + "IoU": 0.0, + "TN": 1576096, + "TP": 0, + "n_pred": 992, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 1577022, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "13": { + "Dice": 0.3407443209279845, + "FN": 18262, + "FP": 3562, + "IoU": 0.20535974366443344, + "TN": 1549624, + "TP": 5640, + "n_pred": 9202, + "n_ref": 23902 + }, + "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": 0.2360248447204969, + "FN": 12, + "FP": 111, + "IoU": 0.13380281690140844, + "TN": 1576946, + "TP": 19, + "n_pred": 130, + "n_ref": 31 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9432682646763313, + "FN": 1081, + "FP": 5243, + "IoU": 0.8926279330367755, + "TN": 1518190, + "TP": 52574, + "n_pred": 57817, + "n_ref": 53655 + }, + "7": { + "Dice": 0.6590213149204444, + "FN": 563, + "FP": 10795, + "IoU": 0.4914480164771201, + "TN": 1554754, + "TP": 10976, + "n_pred": 21771, + "n_ref": 11539 + }, + "8": { + "Dice": 0.9498569612205976, + "FN": 49, + "FP": 1213, + "IoU": 0.9045024593265228, + "TN": 1563873, + "TP": 11953, + "n_pred": 13166, + "n_ref": 12002 + }, + "9": { + "Dice": 0.7990124181089273, + "FN": 56, + "FP": 8166, + "IoU": 0.6652961530633015, + "TN": 1552523, + "TP": 16343, + "n_pred": 24509, + "n_ref": 16399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 60, + "FP": 4, + "IoU": 0.0, + "TN": 1226560, + "TP": 0, + "n_pred": 4, + "n_ref": 60 + }, + "10": { + "Dice": 0.7828089802323521, + "FN": 6778, + "FP": 1803, + "IoU": 0.6431274693283426, + "TN": 1202579, + "TP": 15464, + "n_pred": 17267, + "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": 0.6899020956388058, + "FN": 12272, + "FP": 3058, + "IoU": 0.5266034647809036, + "TN": 1194241, + "TP": 17053, + "n_pred": 20111, + "n_ref": 29325 + }, + "14": { + "Dice": 0.8640429338103757, + "FN": 2338, + "FP": 2830, + "IoU": 0.7606299212598425, + "TN": 1205034, + "TP": 16422, + "n_pred": 19252, + "n_ref": 18760 + }, + "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": 0.42810508316493084, + "FN": 3622, + "FP": 7415, + "IoU": 0.2723496835443038, + "TN": 1211456, + "TP": 4131, + "n_pred": 11546, + "n_ref": 7753 + }, + "7": { + "Dice": 0.9661366872330327, + "FN": 535, + "FP": 5173, + "IoU": 0.9344917024353295, + "TN": 1139490, + "TP": 81426, + "n_pred": 86599, + "n_ref": 81961 + }, + "8": { + "Dice": 0.9432314410480349, + "FN": 7, + "FP": 19, + "IoU": 0.8925619834710744, + "TN": 1226382, + "TP": 216, + "n_pred": 235, + "n_ref": 223 + }, + "9": { + "Dice": 0.9114710743801653, + "FN": 748, + "FP": 591, + "IoU": 0.8373420796890184, + "TN": 1218392, + "TP": 6893, + "n_pred": 7484, + "n_ref": 7641 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0131.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": 0.8183079056865464, + "FN": 60, + "FP": 71, + "IoU": 0.6924882629107981, + "TN": 1576662, + "TP": 295, + "n_pred": 366, + "n_ref": 355 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8087995654535578, + "FN": 1376, + "FP": 32, + "IoU": 0.6789785681714546, + "TN": 1397470, + "TP": 2978, + "n_pred": 3010, + "n_ref": 4354 + }, + "10": { + "Dice": 0.7738937605241123, + "FN": 18509, + "FP": 6064, + "IoU": 0.6311800198120854, + "TN": 1335230, + "TP": 42053, + "n_pred": 48117, + "n_ref": 60562 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3107287449392713, + "FN": 2659, + "FP": 65, + "IoU": 0.18394248052726184, + "TN": 1398518, + "TP": 614, + "n_pred": 679, + "n_ref": 3273 + }, + "13": { + "Dice": 0.29096477794793263, + "FN": 108, + "FP": 2670, + "IoU": 0.17025089605734767, + "TN": 1398508, + "TP": 570, + "n_pred": 3240, + "n_ref": 678 + }, + "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": 0.0, + "FN": 0, + "FP": 15435, + "IoU": 0.0, + "TN": 1386421, + "TP": 0, + "n_pred": 15435, + "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": 0.9045404971011997, + "FN": 252, + "FP": 1411, + "IoU": 0.8257178788513938, + "TN": 1392314, + "TP": 7879, + "n_pred": 9290, + "n_ref": 8131 + }, + "7": { + "Dice": 0.7123404524200683, + "FN": 2820, + "FP": 15390, + "IoU": 0.5532055843168044, + "TN": 1361099, + "TP": 22547, + "n_pred": 37937, + "n_ref": 25367 + }, + "8": { + "Dice": 0.9275111913924449, + "FN": 1673, + "FP": 173, + "IoU": 0.864821323960164, + "TN": 1388200, + "TP": 11810, + "n_pred": 11983, + "n_ref": 13483 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0142.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": 0.462890625, + "FN": 3835, + "FP": 15, + "IoU": 0.301143583227446, + "TN": 1221115, + "TP": 1659, + "n_pred": 1674, + "n_ref": 5494 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1393, + "IoU": 0.0, + "TN": 1225231, + "TP": 0, + "n_pred": 1393, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4405, + "IoU": 0.0, + "TN": 1222219, + "TP": 0, + "n_pred": 4405, + "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": 0.4377880184331797, + "FN": 1438, + "FP": 26, + "IoU": 0.28023598820059, + "TN": 1224590, + "TP": 570, + "n_pred": 596, + "n_ref": 2008 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9750483743061062, + "FN": 2583, + "FP": 1350, + "IoU": 0.9513116032632244, + "TN": 1145845, + "TP": 76846, + "n_pred": 78196, + "n_ref": 79429 + }, + "7": { + "Dice": 0.02841176866626271, + "FN": 37, + "FP": 14394, + "IoU": 0.01441059964485726, + "TN": 1211982, + "TP": 211, + "n_pred": 14605, + "n_ref": 248 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0158.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": 0.8634517766497461, + "FN": 1597, + "FP": 17, + "IoU": 0.7597141581062975, + "TN": 1395139, + "TP": 5103, + "n_pred": 5120, + "n_ref": 6700 + }, + "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": 0.9911193604606603, + "FN": 209, + "FP": 2456, + "IoU": 0.9823950640119437, + "TN": 1250478, + "TP": 148713, + "n_pred": 151169, + "n_ref": 148922 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0159.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": 1750, + "IoU": 0.0, + "TN": 1400106, + "TP": 0, + "n_pred": 1750, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 186, + "IoU": 0.0, + "TN": 1401670, + "TP": 0, + "n_pred": 186, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0161.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": 0.27995642701525053, + "FN": 2313, + "FP": 331, + "IoU": 0.16276124129195693, + "TN": 1398698, + "TP": 514, + "n_pred": 845, + "n_ref": 2827 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 235, + "IoU": 0.0, + "TN": 1401621, + "TP": 0, + "n_pred": 235, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 461, + "FP": 0, + "IoU": 0.0, + "TN": 1401395, + "TP": 0, + "n_pred": 0, + "n_ref": 461 + }, + "14": { + "Dice": 0.7941530884895479, + "FN": 246, + "FP": 3683, + "IoU": 0.6585853319429962, + "TN": 1390348, + "TP": 7579, + "n_pred": 11262, + "n_ref": 7825 + }, + "15": { + "Dice": 0.405990617105738, + "FN": 16422, + "FP": 38, + "IoU": 0.25469775865972377, + "TN": 1379771, + "TP": 5625, + "n_pred": 5663, + "n_ref": 22047 + }, + "2": { + "Dice": 0.9663839406067896, + "FN": 710, + "FP": 911, + "IoU": 0.9349544560812166, + "TN": 1376935, + "TP": 23300, + "n_pred": 24211, + "n_ref": 24010 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 1401840, + "TP": 0, + "n_pred": 16, + "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": 0.9758214507129572, + "FN": 1981, + "FP": 866, + "IoU": 0.9527845036319612, + "TN": 1341558, + "TP": 57451, + "n_pred": 58317, + "n_ref": 59432 + }, + "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": 0.8955557815519171, + "FN": 98, + "FP": 929, + "IoU": 0.810865561694291, + "TN": 1396426, + "TP": 4403, + "n_pred": 5332, + "n_ref": 4501 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 0.7878110987014286, + "FN": 2613, + "FP": 10116, + "IoU": 0.6499078632525647, + "TN": 1540729, + "TP": 23630, + "n_pred": 33746, + "n_ref": 26243 + }, + "11": { + "Dice": 0.7462087421944692, + "FN": 489, + "FP": 649, + "IoU": 0.5951618641053006, + "TN": 1574277, + "TP": 1673, + "n_pred": 2322, + "n_ref": 2162 + }, + "12": { + "Dice": 0.6463634542175917, + "FN": 1364, + "FP": 401, + "IoU": 0.4775014801657786, + "TN": 1573710, + "TP": 1613, + "n_pred": 2014, + "n_ref": 2977 + }, + "13": { + "Dice": 0.36123567513702043, + "FN": 2335, + "FP": 229, + "IoU": 0.2204317421708726, + "TN": 1573799, + "TP": 725, + "n_pred": 954, + "n_ref": 3060 + }, + "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": 0.9613108242303873, + "FN": 1134, + "FP": 814, + "IoU": 0.9255038433592107, + "TN": 1550939, + "TP": 24201, + "n_pred": 25015, + "n_ref": 25335 + }, + "3": { + "Dice": 0.9349748773249493, + "FN": 534, + "FP": 1679, + "IoU": 0.8778899740661038, + "TN": 1558965, + "TP": 15910, + "n_pred": 17589, + "n_ref": 16444 + }, + "4": { + "Dice": 0.0, + "FN": 1709, + "FP": 1507, + "IoU": 0.0, + "TN": 1573872, + "TP": 0, + "n_pred": 1507, + "n_ref": 1709 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.698006223220321, + "FN": 45494, + "FP": 8565, + "IoU": 0.5361056524761226, + "TN": 1460555, + "TP": 62474, + "n_pred": 71039, + "n_ref": 107968 + }, + "7": { + "Dice": 0.07568214147161516, + "FN": 19057, + "FP": 38125, + "IoU": 0.039329334878954354, + "TN": 1517565, + "TP": 2341, + "n_pred": 40466, + "n_ref": 21398 + }, + "8": { + "Dice": 0.9616146230007616, + "FN": 691, + "FP": 317, + "IoU": 0.9260671849787296, + "TN": 1563454, + "TP": 12626, + "n_pred": 12943, + "n_ref": 13317 + }, + "9": { + "Dice": 0.8911169654960739, + "FN": 1103, + "FP": 3154, + "IoU": 0.8036167366332979, + "TN": 1555411, + "TP": 17420, + "n_pred": 20574, + "n_ref": 18523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 22, + "FP": 0, + "IoU": 0.0, + "TN": 1226602, + "TP": 0, + "n_pred": 0, + "n_ref": 22 + }, + "10": { + "Dice": 0.7812553641929393, + "FN": 612, + "FP": 3211, + "IoU": 0.6410328638497652, + "TN": 1215974, + "TP": 6827, + "n_pred": 10038, + "n_ref": 7439 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7763805358119191, + "FN": 1387, + "FP": 249, + "IoU": 0.6344950848972297, + "TN": 1222148, + "TP": 2840, + "n_pred": 3089, + "n_ref": 4227 + }, + "13": { + "Dice": 0.020397208803005905, + "FN": 3650, + "FP": 0, + "IoU": 0.010303687635574838, + "TN": 1222936, + "TP": 38, + "n_pred": 38, + "n_ref": 3688 + }, + "14": { + "Dice": 0.932114678540739, + "FN": 726, + "FP": 143, + "IoU": 0.8728602779809802, + "TN": 1219789, + "TP": 5966, + "n_pred": 6109, + "n_ref": 6692 + }, + "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": 89, + "IoU": 0.0, + "TN": 1226535, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "3": { + "Dice": 0.8887530562347188, + "FN": 134, + "FP": 48, + "IoU": 0.7997799779977998, + "TN": 1225715, + "TP": 727, + "n_pred": 775, + "n_ref": 861 + }, + "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": 0.9543136854986742, + "FN": 187, + "FP": 261, + "IoU": 0.91261946557441, + "TN": 1221497, + "TP": 4679, + "n_pred": 4940, + "n_ref": 4866 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 0.8759837355718783, + "FN": 455, + "FP": 3327, + "IoU": 0.7793336834121011, + "TN": 1384717, + "TP": 13357, + "n_pred": 16684, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.1542808703023453, + "FN": 2993, + "FP": 0, + "IoU": 0.08358848744641764, + "TN": 1398590, + "TP": 273, + "n_pred": 273, + "n_ref": 3266 + }, + "13": { + "Dice": 0.10469314079422383, + "FN": 38, + "FP": 458, + "IoU": 0.05523809523809524, + "TN": 1401331, + "TP": 29, + "n_pred": 487, + "n_ref": 67 + }, + "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": 26, + "IoU": 0.0, + "TN": 1401830, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "3": { + "Dice": 0.9554015858325621, + "FN": 504, + "FP": 1279, + "IoU": 0.9146113691872995, + "TN": 1380975, + "TP": 19098, + "n_pred": 20377, + "n_ref": 19602 + }, + "4": { + "Dice": 0.9359555746495457, + "FN": 1346, + "FP": 2679, + "IoU": 0.8796207680344539, + "TN": 1368420, + "TP": 29411, + "n_pred": 32090, + "n_ref": 30757 + }, + "5": { + "Dice": 0.8243279071000583, + "FN": 1568, + "FP": 1745, + "IoU": 0.701154609417283, + "TN": 1390770, + "TP": 7773, + "n_pred": 9518, + "n_ref": 9341 + }, + "6": { + "Dice": 0.9556284400211114, + "FN": 4545, + "FP": 2517, + "IoU": 0.9150272533660614, + "TN": 1318747, + "TP": 76047, + "n_pred": 78564, + "n_ref": 80592 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1152, + "IoU": 0.0, + "TN": 1400704, + "TP": 0, + "n_pred": 1152, + "n_ref": 0 + }, + "8": { + "Dice": 0.9625594484460948, + "FN": 675, + "FP": 2844, + "IoU": 0.9278213069696846, + "TN": 1353102, + "TP": 45235, + "n_pred": 48079, + "n_ref": 45910 + }, + "9": { + "Dice": 0.29583333333333334, + "FN": 185, + "FP": 829, + "IoU": 0.17359413202933985, + "TN": 1400629, + "TP": 213, + "n_pred": 1042, + "n_ref": 398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 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": 0.9429015774272383, + "FN": 103, + "FP": 154, + "IoU": 0.8919714165615805, + "TN": 1399477, + "TP": 2122, + "n_pred": 2276, + "n_ref": 2225 + }, + "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": 0.9735931351633244, + "FN": 727, + "FP": 1501, + "IoU": 0.9485450346420323, + "TN": 1358556, + "TP": 41072, + "n_pred": 42573, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8283600677493275, + "FN": 12521, + "FP": 1261, + "IoU": 0.7070090775739281, + "TN": 1354817, + "TP": 33257, + "n_pred": 34518, + "n_ref": 45778 + }, + "10": { + "Dice": 0.7422118856723178, + "FN": 7858, + "FP": 566, + "IoU": 0.5900929395163252, + "TN": 1381305, + "TP": 12127, + "n_pred": 12693, + "n_ref": 19985 + }, + "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": 0.2793914246196404, + "FN": 3066, + "FP": 3186, + "IoU": 0.16237942122186494, + "TN": 1394392, + "TP": 1212, + "n_pred": 4398, + "n_ref": 4278 + }, + "14": { + "Dice": 0.7046103440205944, + "FN": 735, + "FP": 5576, + "IoU": 0.5439369851134557, + "TN": 1388018, + "TP": 7527, + "n_pred": 13103, + "n_ref": 8262 + }, + "15": { + "Dice": 0.25405921680993315, + "FN": 575, + "FP": 206, + "IoU": 0.14551422319474835, + "TN": 1400942, + "TP": 133, + "n_pred": 339, + "n_ref": 708 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10516, + "IoU": 0.0, + "TN": 1391340, + "TP": 0, + "n_pred": 10516, + "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": 0.02010846634353164, + "FN": 3, + "FP": 95216, + "IoU": 0.010156347457274732, + "TN": 1305660, + "TP": 977, + "n_pred": 96193, + "n_ref": 980 + }, + "7": { + "Dice": 0.8162837837837837, + "FN": 5167, + "FP": 271, + "IoU": 0.6895941549175181, + "TN": 1384337, + "TP": 12081, + "n_pred": 12352, + "n_ref": 17248 + }, + "8": { + "Dice": 0.8322431180158081, + "FN": 4146, + "FP": 778, + "IoU": 0.7126852608239002, + "TN": 1384718, + "TP": 12214, + "n_pred": 12992, + "n_ref": 16360 + }, + "9": { + "Dice": 0.8865174388339406, + "FN": 495, + "FP": 2121, + "IoU": 0.7961664329125759, + "TN": 1389022, + "TP": 10218, + "n_pred": 12339, + "n_ref": 10713 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 1577079, + "TP": 0, + "n_pred": 9, + "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": 791, + "IoU": 0.0, + "TN": 1576297, + "TP": 0, + "n_pred": 791, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1553, + "IoU": 0.0, + "TN": 1575535, + "TP": 0, + "n_pred": 1553, + "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": 1696, + "IoU": 0.0, + "TN": 1575392, + "TP": 0, + "n_pred": 1696, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1881, + "IoU": 0.0, + "TN": 1575207, + "TP": 0, + "n_pred": 1881, + "n_ref": 0 + }, + "4": { + "Dice": 0.9127787189231262, + "FN": 802, + "FP": 1103, + "IoU": 0.8395519245346584, + "TN": 1565215, + "TP": 9968, + "n_pred": 11071, + "n_ref": 10770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9920065310530359, + "FN": 623, + "FP": 1864, + "IoU": 0.9841398398040916, + "TN": 1420280, + "TP": 154321, + "n_pred": 156185, + "n_ref": 154944 + }, + "7": { + "Dice": 0.0006602216458382457, + "FN": 7, + "FP": 21184, + "IoU": 0.00033021983205962826, + "TN": 1555890, + "TP": 7, + "n_pred": 21191, + "n_ref": 14 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.37129749675875134, + "FN": 5293, + "FP": 7315, + "IoU": 0.2279713428448962, + "TN": 1560757, + "TP": 3723, + "n_pred": 11038, + "n_ref": 9016 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1577085, + "TP": 0, + "n_pred": 3, + "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": 0.7323670646283977, + "FN": 621, + "FP": 11529, + "IoU": 0.577743796482936, + "TN": 1548314, + "TP": 16624, + "n_pred": 28153, + "n_ref": 17245 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1577084, + "TP": 0, + "n_pred": 4, + "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": 0.0, + "FN": 0, + "FP": 1090, + "IoU": 0.0, + "TN": 1575998, + "TP": 0, + "n_pred": 1090, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2440, + "IoU": 0.0, + "TN": 1574648, + "TP": 0, + "n_pred": 2440, + "n_ref": 0 + }, + "5": { + "Dice": 0.49995713673381914, + "FN": 22033, + "FP": 1299, + "IoU": 0.33329523374099895, + "TN": 1542092, + "TP": 11664, + "n_pred": 12963, + "n_ref": 33697 + }, + "6": { + "Dice": 0.3230322291329525, + "FN": 22641, + "FP": 12080, + "IoU": 0.192628764097198, + "TN": 1534083, + "TP": 8284, + "n_pred": 20364, + "n_ref": 30925 + }, + "7": { + "Dice": 0.887183869384193, + "FN": 12485, + "FP": 6130, + "IoU": 0.7972421004476685, + "TN": 1485279, + "TP": 73194, + "n_pred": 79324, + "n_ref": 85679 + }, + "8": { + "Dice": 0.9660896224954322, + "FN": 1545, + "FP": 1740, + "IoU": 0.9344036422452525, + "TN": 1527009, + "TP": 46794, + "n_pred": 48534, + "n_ref": 48339 + }, + "9": { + "Dice": 0.7490568194809649, + "FN": 720, + "FP": 1475, + "IoU": 0.5987936391884482, + "TN": 1571617, + "TP": 3276, + "n_pred": 4751, + "n_ref": 3996 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9218435027012083, + "FN": 1629, + "FP": 5156, + "IoU": 0.8550182696211458, + "TN": 1355057, + "TP": 40014, + "n_pred": 45170, + "n_ref": 41643 + }, + "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": 0.0, + "FN": 0, + "FP": 22646, + "IoU": 0.0, + "TN": 1379210, + "TP": 0, + "n_pred": 22646, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1401849, + "TP": 0, + "n_pred": 7, + "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": 0.5058252427184466, + "FN": 3779, + "FP": 293, + "IoU": 0.33853151397011044, + "TN": 1395700, + "TP": 2084, + "n_pred": 2377, + "n_ref": 5863 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 11703, + "IoU": 0.0, + "TN": 1390153, + "TP": 0, + "n_pred": 11703, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 222, + "IoU": 0.0, + "TN": 1401634, + "TP": 0, + "n_pred": 222, + "n_ref": 0 + }, + "8": { + "Dice": 0.9708979551516349, + "FN": 1243, + "FP": 230, + "IoU": 0.9434418676086622, + "TN": 1375812, + "TP": 24571, + "n_pred": 24801, + "n_ref": 25814 + }, + "9": { + "Dice": 0.9312714776632303, + "FN": 59, + "FP": 261, + "IoU": 0.8713826366559485, + "TN": 1399368, + "TP": 2168, + "n_pred": 2429, + "n_ref": 2227 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0297.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": 0.9515729433039377, + "FN": 1252, + "FP": 4827, + "IoU": 0.9076195975928515, + "TN": 1511284, + "TP": 59725, + "n_pred": 64552, + "n_ref": 60977 + }, + "15": { + "Dice": 0.013143483023001095, + "FN": 207, + "FP": 1595, + "IoU": 0.006615214994487321, + "TN": 1575274, + "TP": 12, + "n_pred": 1607, + "n_ref": 219 + }, + "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": 0.9876712051902206, + "FN": 283, + "FP": 3377, + "IoU": 0.9756427064546828, + "TN": 1426825, + "TP": 146603, + "n_pred": 149980, + "n_ref": 146886 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.005028375897179102, + "FN": 85095, + "FP": 10279, + "IoU": 0.0025205250222245464, + "TN": 1481473, + "TP": 241, + "n_pred": 10520, + "n_ref": 85336 + }, + "10": { + "Dice": 0.20552016985138005, + "FN": 1856, + "FP": 15, + "IoU": 0.11452910553715097, + "TN": 1574975, + "TP": 242, + "n_pred": 257, + "n_ref": 2098 + }, + "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": 134, + "IoU": 0.0, + "TN": 1576954, + "TP": 0, + "n_pred": 134, + "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": 2681, + "FP": 4095, + "IoU": 0.0, + "TN": 1570312, + "TP": 0, + "n_pred": 4095, + "n_ref": 2681 + }, + "3": { + "Dice": 0.8372510813537305, + "FN": 5941, + "FP": 5836, + "IoU": 0.7200618017589732, + "TN": 1535018, + "TP": 30293, + "n_pred": 36129, + "n_ref": 36234 + }, + "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": 0.27571021014987745, + "FN": 10268, + "FP": 79859, + "IoU": 0.15989783838703964, + "TN": 1469807, + "TP": 17154, + "n_pred": 97013, + "n_ref": 27422 + }, + "7": { + "Dice": 0.0, + "FN": 1840, + "FP": 2067, + "IoU": 0.0, + "TN": 1573181, + "TP": 0, + "n_pred": 2067, + "n_ref": 1840 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 139, + "IoU": 0.0, + "TN": 1576949, + "TP": 0, + "n_pred": 139, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9073111979831178, + "FN": 837, + "FP": 8244, + "IoU": 0.8303473013619295, + "TN": 1523561, + "TP": 44446, + "n_pred": 52690, + "n_ref": 45283 + }, + "10": { + "Dice": 0.4064724919093851, + "FN": 611, + "FP": 306, + "IoU": 0.2550771730300569, + "TN": 1575857, + "TP": 314, + "n_pred": 620, + "n_ref": 925 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4111204717775906, + "FN": 184, + "FP": 515, + "IoU": 0.25874867444326616, + "TN": 1576145, + "TP": 244, + "n_pred": 759, + "n_ref": 428 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8877784793000811, + "FN": 3623, + "FP": 2598, + "IoU": 0.7982029323991177, + "TN": 1546260, + "TP": 24607, + "n_pred": 27205, + "n_ref": 28230 + }, + "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": 14, + "IoU": 0.0, + "TN": 1577074, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "3": { + "Dice": 0.8288580702272057, + "FN": 5670, + "FP": 130, + "IoU": 0.7077349458301839, + "TN": 1557243, + "TP": 14045, + "n_pred": 14175, + "n_ref": 19715 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5203774758892461, + "FN": 1551, + "FP": 3074, + "IoU": 0.3516961031679282, + "TN": 1569954, + "TP": 2509, + "n_pred": 5583, + "n_ref": 4060 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 16288, + "IoU": 0.0, + "TN": 1560800, + "TP": 0, + "n_pred": 16288, + "n_ref": 0 + }, + "7": { + "Dice": 0.6597478853576415, + "FN": 33130, + "FP": 16, + "IoU": 0.49225655244251776, + "TN": 1511807, + "TP": 32135, + "n_pred": 32151, + "n_ref": 65265 + }, + "8": { + "Dice": 0.7294380068429709, + "FN": 1545, + "FP": 12768, + "IoU": 0.5741065849376618, + "TN": 1543481, + "TP": 19294, + "n_pred": 32062, + "n_ref": 20839 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 0.8703876547819053, + "FN": 482, + "FP": 1601, + "IoU": 0.7705188939076788, + "TN": 1568011, + "TP": 6994, + "n_pred": 8595, + "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": 0.746880366342301, + "FN": 3191, + "FP": 1231, + "IoU": 0.5960168097935319, + "TN": 1566142, + "TP": 6524, + "n_pred": 7755, + "n_ref": 9715 + }, + "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": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1577081, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "4": { + "Dice": 0.4116971279373368, + "FN": 3207, + "FP": 2426, + "IoU": 0.2592056812204103, + "TN": 1569484, + "TP": 1971, + "n_pred": 4397, + "n_ref": 5178 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9817633233123805, + "FN": 2543, + "FP": 5798, + "IoU": 0.9641798864544057, + "TN": 1344230, + "TP": 224517, + "n_pred": 230315, + "n_ref": 227060 + }, + "7": { + "Dice": 0.6651317472499361, + "FN": 1006, + "FP": 1612, + "IoU": 0.4982752012265236, + "TN": 1571870, + "TP": 2600, + "n_pred": 4212, + "n_ref": 3606 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9729932400392585, + "FN": 1926, + "FP": 523, + "IoU": 0.9474068506388919, + "TN": 1355291, + "TP": 44116, + "n_pred": 44639, + "n_ref": 46042 + }, + "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": 0.4572440546466521, + "FN": 6436, + "FP": 0, + "IoU": 0.2963813272111075, + "TN": 1392709, + "TP": 2711, + "n_pred": 2711, + "n_ref": 9147 + }, + "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": 0.6313217688736867, + "FN": 1492, + "FP": 17, + "IoU": 0.46126383434487683, + "TN": 1399055, + "TP": 1292, + "n_pred": 1309, + "n_ref": 2784 + }, + "3": { + "Dice": 0.07947019867549669, + "FN": 6, + "FP": 1523, + "IoU": 0.041379310344827586, + "TN": 1400261, + "TP": 66, + "n_pred": 1589, + "n_ref": 72 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8022697512003492, + "FN": 1645, + "FP": 1073, + "IoU": 0.6698250728862973, + "TN": 1393624, + "TP": 5514, + "n_pred": 6587, + "n_ref": 7159 + }, + "6": { + "Dice": 0.3093385214007782, + "FN": 386, + "FP": 324, + "IoU": 0.18296892980437285, + "TN": 1400987, + "TP": 159, + "n_pred": 483, + "n_ref": 545 + }, + "7": { + "Dice": 0.7754172989377845, + "FN": 107, + "FP": 189, + "IoU": 0.6332094175960347, + "TN": 1401049, + "TP": 511, + "n_pred": 700, + "n_ref": 618 + }, + "8": { + "Dice": 0.9566095480743836, + "FN": 292, + "FP": 2501, + "IoU": 0.9168279681963015, + "TN": 1368275, + "TP": 30788, + "n_pred": 33289, + "n_ref": 31080 + }, + "9": { + "Dice": 0.9026123073559952, + "FN": 106, + "FP": 785, + "IoU": 0.8225099601593625, + "TN": 1396836, + "TP": 4129, + "n_pred": 4914, + "n_ref": 4235 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0392.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.46328083624792715, + "FN": 2609.251111111111, + "FP": 2412.9755555555553, + "IoU": 0.3873353586696355, + "TN": 1483554.4577777782, + "TP": 6736.382222222222, + "n_pred": 9149.357777777777, + "n_ref": 9345.633333333333 + }, + "mean": { + "1": { + "Dice": 0.4130540652457595, + "FN": 7649.666666666667, + "FP": 299.7, + "IoU": 0.3552712930641687, + "TN": 1482812.3333333333, + "TP": 4551.366666666667, + "n_pred": 4851.066666666667, + "n_ref": 12201.033333333333 + }, + "10": { + "Dice": 0.4908411708353041, + "FN": 2120.8, + "FP": 2346.766666666667, + "IoU": 0.39127872128854113, + "TN": 1486804.1, + "TP": 4041.4, + "n_pred": 6388.166666666667, + "n_ref": 6162.2 + }, + "11": { + "Dice": 0.3515492573396883, + "FN": 151.66666666666666, + "FP": 78.03333333333333, + "IoU": 0.2663043246779646, + "TN": 1494900.3333333333, + "TP": 183.03333333333333, + "n_pred": 261.06666666666666, + "n_ref": 334.7 + }, + "12": { + "Dice": 0.37630458124771077, + "FN": 261.1, + "FP": 287.1333333333333, + "IoU": 0.273978105214864, + "TN": 1494358.6666666667, + "TP": 406.1666666666667, + "n_pred": 693.3, + "n_ref": 667.2666666666667 + }, + "13": { + "Dice": 0.35887853790047275, + "FN": 2983.866666666667, + "FP": 1446.8, + "IoU": 0.2606421215425286, + "TN": 1487910.1333333333, + "TP": 2972.266666666667, + "n_pred": 4419.066666666667, + "n_ref": 5956.133333333333 + }, + "14": { + "Dice": 0.4425198436524487, + "FN": 668.5, + "FP": 1947.1333333333334, + "IoU": 0.3775307426998369, + "TN": 1488042.5333333334, + "TP": 4654.9, + "n_pred": 6602.033333333334, + "n_ref": 5323.4 + }, + "15": { + "Dice": 0.4035818726223857, + "FN": 1363.9, + "FP": 1517.1333333333334, + "IoU": 0.32743176129158863, + "TN": 1487039.9333333333, + "TP": 5392.1, + "n_pred": 6909.233333333334, + "n_ref": 6756.0 + }, + "2": { + "Dice": 0.46612153941965706, + "FN": 1180.5666666666666, + "FP": 1985.2666666666667, + "IoU": 0.42184361772245094, + "TN": 1487413.9333333333, + "TP": 4733.3, + "n_pred": 6718.566666666667, + "n_ref": 5913.866666666667 + }, + "3": { + "Dice": 0.5924282372121595, + "FN": 2303.3333333333335, + "FP": 1719.8, + "IoU": 0.5181725544825972, + "TN": 1482899.3333333333, + "TP": 8390.6, + "n_pred": 10110.4, + "n_ref": 10693.933333333332 + }, + "4": { + "Dice": 0.3438626153958398, + "FN": 191.5, + "FP": 717.9666666666667, + "IoU": 0.2824227951904129, + "TN": 1493152.8333333333, + "TP": 1250.7666666666667, + "n_pred": 1968.7333333333333, + "n_ref": 1442.2666666666667 + }, + "5": { + "Dice": 0.2743471300657205, + "FN": 89.03333333333333, + "FP": 152.66666666666666, + "IoU": 0.2259448361282554, + "TN": 1494603.8333333333, + "TP": 467.53333333333336, + "n_pred": 620.2, + "n_ref": 556.5666666666667 + }, + "6": { + "Dice": 0.6934155773461792, + "FN": 14532.266666666666, + "FP": 14200.833333333334, + "IoU": 0.6146335915614762, + "TN": 1423341.4, + "TP": 43238.566666666666, + "n_pred": 57439.4, + "n_ref": 57770.833333333336 + }, + "7": { + "Dice": 0.40113408970570325, + "FN": 4036.266666666667, + "FP": 7388.033333333334, + "IoU": 0.3210783713431832, + "TN": 1473252.6333333333, + "TP": 10636.133333333333, + "n_pred": 18024.166666666668, + "n_ref": 14672.4 + }, + "8": { + "Dice": 0.7792770856610285, + "FN": 823.9, + "FP": 1032.2666666666667, + "IoU": 0.7084910036352587, + "TN": 1486874.6333333333, + "TP": 6582.266666666666, + "n_pred": 7614.533333333334, + "n_ref": 7406.166666666667 + }, + "9": { + "Dice": 0.5618969400688495, + "FN": 782.4, + "FP": 1075.1, + "IoU": 0.4650065402014049, + "TN": 1489910.2333333334, + "TP": 3545.3333333333335, + "n_pred": 4620.433333333333, + "n_ref": 4327.733333333334 + } + }, + "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": 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": 0.3475783475783476, + "FN": 110, + "FP": 119, + "IoU": 0.2103448275862069, + "TN": 1752030, + "TP": 61, + "n_pred": 180, + "n_ref": 171 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4873, + "IoU": 0.0, + "TN": 1747447, + "TP": 0, + "n_pred": 4873, + "n_ref": 0 + }, + "2": { + "Dice": 0.7217305801376598, + "FN": 546, + "FP": 20, + "IoU": 0.5646153846153846, + "TN": 1751020, + "TP": 734, + "n_pred": 754, + "n_ref": 1280 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 109, + "IoU": 0.0, + "TN": 1752211, + "TP": 0, + "n_pred": 109, + "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": 0.9789312283491396, + "FN": 2692, + "FP": 647, + "IoU": 0.9587319243604004, + "TN": 1671410, + "TP": 77571, + "n_pred": 78218, + "n_ref": 80263 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1441, + "IoU": 0.0, + "TN": 1750879, + "TP": 0, + "n_pred": 1441, + "n_ref": 0 + }, + "8": { + "Dice": 0.8214957547409629, + "FN": 1170, + "FP": 2341, + "IoU": 0.6970664365832614, + "TN": 1740730, + "TP": 8079, + "n_pred": 10420, + "n_ref": 9249 + }, + "9": { + "Dice": 0.6437093916125222, + "FN": 125, + "FP": 5907, + "IoU": 0.4746102255901054, + "TN": 1740839, + "TP": 5449, + "n_pred": 11356, + "n_ref": 5574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 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": 0.14444243629134285, + "FN": 23442, + "FP": 227, + "IoU": 0.07784314489422216, + "TN": 1376189, + "TP": 1998, + "n_pred": 2225, + "n_ref": 25440 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 22512, + "IoU": 0.0, + "TN": 1379344, + "TP": 0, + "n_pred": 22512, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.0, + "FN": 0, + "FP": 5962, + "IoU": 0.0, + "TN": 1220662, + "TP": 0, + "n_pred": 5962, + "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": 0, + "FP": 58, + "IoU": 0.0, + "TN": 1226566, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "13": { + "Dice": 0.26947898630568234, + "FN": 5402, + "FP": 8521, + "IoU": 0.155721302528652, + "TN": 1210133, + "TP": 2568, + "n_pred": 11089, + "n_ref": 7970 + }, + "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": 5082, + "IoU": 0.0, + "TN": 1221542, + "TP": 0, + "n_pred": 5082, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1187, + "IoU": 0.0, + "TN": 1225437, + "TP": 0, + "n_pred": 1187, + "n_ref": 0 + }, + "8": { + "Dice": 0.8526793639522203, + "FN": 1009, + "FP": 4800, + "IoU": 0.7431918656056588, + "TN": 1204004, + "TP": 16811, + "n_pred": 21611, + "n_ref": 17820 + }, + "9": { + "Dice": 0.01121172919361794, + "FN": 171, + "FP": 2122, + "IoU": 0.005637467476149176, + "TN": 1224318, + "TP": 13, + "n_pred": 2135, + "n_ref": 184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0044.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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1226620, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 2975, + "FP": 0, + "IoU": 0.0, + "TN": 1223649, + "TP": 0, + "n_pred": 0, + "n_ref": 2975 + }, + "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": 5838, + "FP": 0, + "IoU": 0.0, + "TN": 1220786, + "TP": 0, + "n_pred": 0, + "n_ref": 5838 + }, + "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": 469, + "IoU": 0.0, + "TN": 1226155, + "TP": 0, + "n_pred": 469, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9433090780935797, + "FN": 2890, + "FP": 10783, + "IoU": 0.8927010335167034, + "TN": 1099195, + "TP": 113756, + "n_pred": 124539, + "n_ref": 116646 + }, + "7": { + "Dice": 0.7237875288683603, + "FN": 5790, + "FP": 1386, + "IoU": 0.567137169743033, + "TN": 1210046, + "TP": 9402, + "n_pred": 10788, + "n_ref": 15192 + }, + "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": 3, + "IoU": 0.0, + "TN": 1226621, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.7925328638027972, + "FN": 3302, + "FP": 7067, + "IoU": 0.6563597799429973, + "TN": 1546914, + "TP": 19805, + "n_pred": 26872, + "n_ref": 23107 + }, + "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": 0.6344, + "FN": 23119, + "FP": 1559, + "IoU": 0.4645577035735208, + "TN": 1530999, + "TP": 21411, + "n_pred": 22970, + "n_ref": 44530 + }, + "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": 0.8752756470451691, + "FN": 7413, + "FP": 4408, + "IoU": 0.7782134749244827, + "TN": 1523789, + "TP": 41478, + "n_pred": 45886, + "n_ref": 48891 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3780, + "IoU": 0.0, + "TN": 1573308, + "TP": 0, + "n_pred": 3780, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 62, + "FP": 4980, + "IoU": 0.0, + "TN": 1572046, + "TP": 0, + "n_pred": 4980, + "n_ref": 62 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9059905304329925, + "FN": 2868, + "FP": 2612, + "IoU": 0.8281377407012482, + "TN": 1545202, + "TP": 26406, + "n_pred": 29018, + "n_ref": 29274 + }, + "7": { + "Dice": 0.32739584231864055, + "FN": 30590, + "FP": 600, + "IoU": 0.19574018204791005, + "TN": 1538307, + "TP": 7591, + "n_pred": 8191, + "n_ref": 38181 + }, + "8": { + "Dice": 0.0, + "FN": 12, + "FP": 10, + "IoU": 0.0, + "TN": 1577066, + "TP": 0, + "n_pred": 10, + "n_ref": 12 + }, + "9": { + "Dice": 0.6096701082850667, + "FN": 1778, + "FP": 1322, + "IoU": 0.4385075167542112, + "TN": 1571567, + "TP": 2421, + "n_pred": 3743, + "n_ref": 4199 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9452894533129694, + "FN": 1863, + "FP": 752, + "IoU": 0.8962548599539792, + "TN": 1551882, + "TP": 22591, + "n_pred": 23343, + "n_ref": 24454 + }, + "10": { + "Dice": 0.751207538205717, + "FN": 8654, + "FP": 3914, + "IoU": 0.6015471434912181, + "TN": 1545546, + "TP": 18974, + "n_pred": 22888, + "n_ref": 27628 + }, + "11": { + "Dice": 0.8043184885290149, + "FN": 136, + "FP": 9, + "IoU": 0.672686230248307, + "TN": 1576645, + "TP": 298, + "n_pred": 307, + "n_ref": 434 + }, + "12": { + "Dice": 0.700970435567592, + "FN": 970, + "FP": 355, + "IoU": 0.5396108408617095, + "TN": 1574210, + "TP": 1553, + "n_pred": 1908, + "n_ref": 2523 + }, + "13": { + "Dice": 0.7108686529584557, + "FN": 870, + "FP": 3953, + "IoU": 0.5514322916666666, + "TN": 1566336, + "TP": 5929, + "n_pred": 9882, + "n_ref": 6799 + }, + "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": 0.9049516220830962, + "FN": 69, + "FP": 98, + "IoU": 0.8264033264033264, + "TN": 1576126, + "TP": 795, + "n_pred": 893, + "n_ref": 864 + }, + "3": { + "Dice": 0.9384854541416833, + "FN": 102, + "FP": 452, + "IoU": 0.8841004184100418, + "TN": 1572308, + "TP": 4226, + "n_pred": 4678, + "n_ref": 4328 + }, + "4": { + "Dice": 0.56, + "FN": 81, + "FP": 18, + "IoU": 0.3888888888888889, + "TN": 1576926, + "TP": 63, + "n_pred": 81, + "n_ref": 144 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5893675527039414, + "FN": 50, + "FP": 846, + "IoU": 0.41780376868096164, + "TN": 1575549, + "TP": 643, + "n_pred": 1489, + "n_ref": 693 + }, + "7": { + "Dice": 0.9599001424668994, + "FN": 3511, + "FP": 2625, + "IoU": 0.9228922929992335, + "TN": 1497511, + "TP": 73441, + "n_pred": 76066, + "n_ref": 76952 + }, + "8": { + "Dice": 0.9530636006403725, + "FN": 832, + "FP": 458, + "IoU": 0.9103357197469938, + "TN": 1562701, + "TP": 13097, + "n_pred": 13555, + "n_ref": 13929 + }, + "9": { + "Dice": 0.9047335828989259, + "FN": 1092, + "FP": 1631, + "IoU": 0.8260397367916693, + "TN": 1561435, + "TP": 12930, + "n_pred": 14561, + "n_ref": 14022 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9751813669339443, + "FN": 646, + "FP": 4, + "IoU": 0.9515648286140089, + "TN": 1563668, + "TP": 12770, + "n_pred": 12774, + "n_ref": 13416 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6666666666666666, + "FN": 4, + "FP": 0, + "IoU": 0.5, + "TN": 1577080, + "TP": 4, + "n_pred": 4, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.22205773501110287, + "FN": 73, + "FP": 978, + "IoU": 0.12489592006661115, + "TN": 1575887, + "TP": 150, + "n_pred": 1128, + "n_ref": 223 + }, + "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": 0.0, + "FN": 0, + "FP": 132, + "IoU": 0.0, + "TN": 1576956, + "TP": 0, + "n_pred": 132, + "n_ref": 0 + }, + "5": { + "Dice": 0.4940047961630695, + "FN": 1, + "FP": 421, + "IoU": 0.32802547770700635, + "TN": 1576460, + "TP": 206, + "n_pred": 627, + "n_ref": 207 + }, + "6": { + "Dice": 0.9690420376541328, + "FN": 1438, + "FP": 4452, + "IoU": 0.9399433081142811, + "TN": 1479014, + "TP": 92184, + "n_pred": 96636, + "n_ref": 93622 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.854818878274851, + "FN": 2230, + "FP": 840, + "IoU": 0.7464486290056161, + "TN": 1564980, + "TP": 9038, + "n_pred": 9878, + "n_ref": 11268 + }, + "9": { + "Dice": 0.8561886115726954, + "FN": 8107, + "FP": 634, + "IoU": 0.7485400304939444, + "TN": 1542327, + "TP": 26020, + "n_pred": 26654, + "n_ref": 34127 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6041666666666666, + "FN": 114, + "FP": 0, + "IoU": 0.43283582089552236, + "TN": 1401655, + "TP": 87, + "n_pred": 87, + "n_ref": 201 + }, + "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": 0.9216142270861833, + "FN": 430, + "FP": 1862, + "IoU": 0.854623874159584, + "TN": 1386090, + "TP": 13474, + "n_pred": 15336, + "n_ref": 13904 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 316, + "IoU": 0.0, + "TN": 1401540, + "TP": 0, + "n_pred": 316, + "n_ref": 0 + }, + "2": { + "Dice": 0.9725091371365009, + "FN": 13, + "FP": 160, + "IoU": 0.9464893287967832, + "TN": 1398623, + "TP": 3060, + "n_pred": 3220, + "n_ref": 3073 + }, + "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": 0.9829355834015491, + "FN": 184, + "FP": 87, + "IoU": 0.9664437840515107, + "TN": 1393780, + "TP": 7805, + "n_pred": 7892, + "n_ref": 7989 + }, + "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": 57, + "IoU": 0.0, + "TN": 1401799, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "9": { + "Dice": 0.797382330732444, + "FN": 95, + "FP": 710, + "IoU": 0.6630389284219339, + "TN": 1399467, + "TP": 1584, + "n_pred": 2294, + "n_ref": 1679 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3187022900763359, + "FN": 3570, + "FP": 0, + "IoU": 0.18955732122587968, + "TN": 1572683, + "TP": 835, + "n_pred": 835, + "n_ref": 4405 + }, + "10": { + "Dice": 0.473652184495558, + "FN": 3852, + "FP": 4798, + "IoU": 0.3103173337585712, + "TN": 1564546, + "TP": 3892, + "n_pred": 8690, + "n_ref": 7744 + }, + "11": { + "Dice": 0.6900438321853475, + "FN": 948, + "FP": 537, + "IoU": 0.5267686424474187, + "TN": 1573950, + "TP": 1653, + "n_pred": 2190, + "n_ref": 2601 + }, + "12": { + "Dice": 0.6271229404309252, + "FN": 1079, + "FP": 1863, + "IoU": 0.45679468242245197, + "TN": 1571672, + "TP": 2474, + "n_pred": 4337, + "n_ref": 3553 + }, + "13": { + "Dice": 0.4234386944527537, + "FN": 3980, + "FP": 13367, + "IoU": 0.26858371632162586, + "TN": 1553371, + "TP": 6370, + "n_pred": 19737, + "n_ref": 10350 + }, + "14": { + "Dice": 0.9529963868931434, + "FN": 1495, + "FP": 4164, + "IoU": 0.9102130832817681, + "TN": 1514061, + "TP": 57368, + "n_pred": 61532, + "n_ref": 58863 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.21099261689909762, + "FN": 155, + "FP": 9463, + "IoU": 0.11793837123991197, + "TN": 1566184, + "TP": 1286, + "n_pred": 10749, + "n_ref": 1441 + }, + "3": { + "Dice": 0.6377498375816869, + "FN": 9244, + "FP": 235, + "IoU": 0.46815912023789485, + "TN": 1559265, + "TP": 8344, + "n_pred": 8579, + "n_ref": 17588 + }, + "4": { + "Dice": 0.7947336923997607, + "FN": 1028, + "FP": 4803, + "IoU": 0.6593843098311817, + "TN": 1559969, + "TP": 11288, + "n_pred": 16091, + "n_ref": 12316 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1577081, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "6": { + "Dice": 0.9463639940789597, + "FN": 4826, + "FP": 6624, + "IoU": 0.8981887376292648, + "TN": 1464625, + "TP": 101013, + "n_pred": 107637, + "n_ref": 105839 + }, + "7": { + "Dice": 0.032520325203252036, + "FN": 3213, + "FP": 0, + "IoU": 0.01652892561983471, + "TN": 1573821, + "TP": 54, + "n_pred": 54, + "n_ref": 3267 + }, + "8": { + "Dice": 0.8672486840415972, + "FN": 25, + "FP": 2043, + "IoU": 0.7656126034228721, + "TN": 1568265, + "TP": 6755, + "n_pred": 8798, + "n_ref": 6780 + }, + "9": { + "Dice": 0.7034611786716558, + "FN": 1728, + "FP": 491, + "IoU": 0.5425685425685426, + "TN": 1572237, + "TP": 2632, + "n_pred": 3123, + "n_ref": 4360 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0138.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": 0.8875587858059, + "FN": 256, + "FP": 7, + "IoU": 0.797847809377402, + "TN": 1225323, + "TP": 1038, + "n_pred": 1045, + "n_ref": 1294 + }, + "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": 0.7739407298554984, + "FN": 594, + "FP": 1252, + "IoU": 0.631242508989213, + "TN": 1221618, + "TP": 3160, + "n_pred": 4412, + "n_ref": 3754 + }, + "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": 0.9526235354049923, + "FN": 478, + "FP": 266, + "IoU": 0.9095330739299611, + "TN": 1218400, + "TP": 7480, + "n_pred": 7746, + "n_ref": 7958 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3978156664156457, + "FN": 3433, + "FP": 130108, + "IoU": 0.24829581595375202, + "TN": 1048973, + "TP": 44110, + "n_pred": 174218, + "n_ref": 47543 + }, + "7": { + "Dice": 0.8830677185365595, + "FN": 662, + "FP": 8172, + "IoU": 0.7906188523618781, + "TN": 1184433, + "TP": 33357, + "n_pred": 41529, + "n_ref": 34019 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.7709711437062602, + "FN": 819, + "FP": 1570, + "IoU": 0.6273010920436818, + "TN": 1220214, + "TP": 4021, + "n_pred": 5591, + "n_ref": 4840 + }, + "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": 0.6655071688184271, + "FN": 11520, + "FP": 3481, + "IoU": 0.498696698302366, + "TN": 1196700, + "TP": 14923, + "n_pred": 18404, + "n_ref": 26443 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 572, + "IoU": 0.0, + "TN": 1226052, + "TP": 0, + "n_pred": 572, + "n_ref": 0 + }, + "15": { + "Dice": 0.7207445211648154, + "FN": 2297, + "FP": 2354, + "IoU": 0.5634093682530743, + "TN": 1215971, + "TP": 6002, + "n_pred": 8356, + "n_ref": 8299 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 23164, + "IoU": 0.0, + "TN": 1203460, + "TP": 0, + "n_pred": 23164, + "n_ref": 0 + }, + "3": { + "Dice": 0.6754370705401409, + "FN": 28317, + "FP": 1535, + "IoU": 0.509932035328496, + "TN": 1165710, + "TP": 31062, + "n_pred": 32597, + "n_ref": 59379 + }, + "4": { + "Dice": 0.8018402002570868, + "FN": 1289, + "FP": 7498, + "IoU": 0.6692264257481649, + "TN": 1200059, + "TP": 17778, + "n_pred": 25276, + "n_ref": 19067 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9504515005983742, + "FN": 1464, + "FP": 11288, + "IoU": 0.905581305809356, + "TN": 1091566, + "TP": 122306, + "n_pred": 133594, + "n_ref": 123770 + }, + "7": { + "Dice": 0.8720433515977599, + "FN": 4774, + "FP": 3703, + "IoU": 0.7731177903273292, + "TN": 1189261, + "TP": 28886, + "n_pred": 32589, + "n_ref": 33660 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 82, + "IoU": 0.0, + "TN": 1226542, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7103046014257939, + "FN": 1043, + "FP": 298, + "IoU": 0.5507537688442211, + "TN": 1223639, + "TP": 1644, + "n_pred": 1942, + "n_ref": 2687 + }, + "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": 0.9831468046416587, + "FN": 677, + "FP": 222, + "IoU": 0.9668522547103721, + "TN": 1199503, + "TP": 26222, + "n_pred": 26444, + "n_ref": 26899 + }, + "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": 0.9778559421669889, + "FN": 956, + "FP": 1323, + "IoU": 0.9566713563253355, + "TN": 1174026, + "TP": 50319, + "n_pred": 51642, + "n_ref": 51275 + }, + "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": 0.0, + "FN": 0, + "FP": 324, + "IoU": 0.0, + "TN": 1226300, + "TP": 0, + "n_pred": 324, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7008752359704823, + "FN": 1097, + "FP": 646, + "IoU": 0.5394980184940554, + "TN": 1573303, + "TP": 2042, + "n_pred": 2688, + "n_ref": 3139 + }, + "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": 0.09608035811769844, + "FN": 8166, + "FP": 113, + "IoU": 0.05046450280995527, + "TN": 1568369, + "TP": 440, + "n_pred": 553, + "n_ref": 8606 + }, + "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": 0.0, + "FN": 0, + "FP": 14262, + "IoU": 0.0, + "TN": 1562826, + "TP": 0, + "n_pred": 14262, + "n_ref": 0 + }, + "7": { + "Dice": 0.019105153860675853, + "FN": 238, + "FP": 51720, + "IoU": 0.009644708752668497, + "TN": 1524624, + "TP": 506, + "n_pred": 52226, + "n_ref": 744 + }, + "8": { + "Dice": 0.9358676148069383, + "FN": 6, + "FP": 959, + "IoU": 0.879465400949288, + "TN": 1569082, + "TP": 7041, + "n_pred": 8000, + "n_ref": 7047 + }, + "9": { + "Dice": 0.6896551724137931, + "FN": 113, + "FP": 13, + "IoU": 0.5263157894736842, + "TN": 1576822, + "TP": 140, + "n_pred": 153, + "n_ref": 253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5228623348558519, + "FN": 18599, + "FP": 831, + "IoU": 0.3539699428115441, + "TN": 1547012, + "TP": 10646, + "n_pred": 11477, + "n_ref": 29245 + }, + "10": { + "Dice": 0.7653886010362694, + "FN": 834, + "FP": 1430, + "IoU": 0.6199429242907504, + "TN": 1571131, + "TP": 3693, + "n_pred": 5123, + "n_ref": 4527 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 546, + "IoU": 0.0, + "TN": 1576542, + "TP": 0, + "n_pred": 546, + "n_ref": 0 + }, + "12": { + "Dice": 0.574424701427323, + "FN": 1804, + "FP": 1118, + "IoU": 0.40294237842255826, + "TN": 1572194, + "TP": 1972, + "n_pred": 3090, + "n_ref": 3776 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 129, + "IoU": 0.0, + "TN": 1576959, + "TP": 0, + "n_pred": 129, + "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": 7929, + "IoU": 0.0, + "TN": 1569159, + "TP": 0, + "n_pred": 7929, + "n_ref": 0 + }, + "3": { + "Dice": 0.6617600506489395, + "FN": 8480, + "FP": 68, + "IoU": 0.4945002956830278, + "TN": 1560178, + "TP": 8362, + "n_pred": 8430, + "n_ref": 16842 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8440982365032998, + "FN": 356, + "FP": 1085, + "IoU": 0.7302508423811307, + "TN": 1571746, + "TP": 3901, + "n_pred": 4986, + "n_ref": 4257 + }, + "6": { + "Dice": 0.7158657603675722, + "FN": 5429, + "FP": 18565, + "IoU": 0.5574695684249354, + "TN": 1522868, + "TP": 30226, + "n_pred": 48791, + "n_ref": 35655 + }, + "7": { + "Dice": 0.21405750798722045, + "FN": 492, + "FP": 0, + "IoU": 0.11985688729874776, + "TN": 1576529, + "TP": 67, + "n_pred": 67, + "n_ref": 559 + }, + "8": { + "Dice": 0.9689801383619727, + "FN": 94, + "FP": 462, + "IoU": 0.9398268398268398, + "TN": 1567848, + "TP": 8684, + "n_pred": 9146, + "n_ref": 8778 + }, + "9": { + "Dice": 0.860213190051131, + "FN": 732, + "FP": 4107, + "IoU": 0.7547141119221411, + "TN": 1557360, + "TP": 14889, + "n_pred": 18996, + "n_ref": 15621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8900523560209425, + "FN": 71, + "FP": 76, + "IoU": 0.8018867924528302, + "TN": 1576346, + "TP": 595, + "n_pred": 671, + "n_ref": 666 + }, + "10": { + "Dice": 0.9377546996187722, + "FN": 1623, + "FP": 271, + "IoU": 0.8828042819132479, + "TN": 1560927, + "TP": 14267, + "n_pred": 14538, + "n_ref": 15890 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.43575418994413406, + "FN": 48, + "FP": 2073, + "IoU": 0.2785714285714286, + "TN": 1574148, + "TP": 819, + "n_pred": 2892, + "n_ref": 867 + }, + "13": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 1577076, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "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": 4276, + "IoU": 0.0, + "TN": 1572812, + "TP": 0, + "n_pred": 4276, + "n_ref": 0 + }, + "3": { + "Dice": 0.9688103896103896, + "FN": 1348, + "FP": 1654, + "IoU": 0.9395075162213355, + "TN": 1527462, + "TP": 46624, + "n_pred": 48278, + "n_ref": 47972 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 133, + "IoU": 0.0, + "TN": 1576955, + "TP": 0, + "n_pred": 133, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1609, + "IoU": 0.0, + "TN": 1575479, + "TP": 0, + "n_pred": 1609, + "n_ref": 0 + }, + "6": { + "Dice": 0.5747721924179391, + "FN": 152067, + "FP": 435, + "IoU": 0.40328443590576324, + "TN": 1321519, + "TP": 103067, + "n_pred": 103502, + "n_ref": 255134 + }, + "7": { + "Dice": 0.6146862685662322, + "FN": 992, + "FP": 49854, + "IoU": 0.4437162893996915, + "TN": 1485685, + "TP": 40557, + "n_pred": 90411, + "n_ref": 41549 + }, + "8": { + "Dice": 0.7748930862437634, + "FN": 13418, + "FP": 11848, + "IoU": 0.6325105813564499, + "TN": 1508335, + "TP": 43487, + "n_pred": 55335, + "n_ref": 56905 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 817, + "IoU": 0.0, + "TN": 1576271, + "TP": 0, + "n_pred": 817, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0197.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": 0.9279770202340218, + "FN": 1090, + "FP": 615, + "IoU": 0.8656316494601624, + "TN": 1389167, + "TP": 10984, + "n_pred": 11599, + "n_ref": 12074 + }, + "15": { + "Dice": 0.6805723686252599, + "FN": 8668, + "FP": 1623, + "IoU": 0.5158087889338477, + "TN": 1380602, + "TP": 10963, + "n_pred": 12586, + "n_ref": 19631 + }, + "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": 0.0, + "FN": 1609, + "FP": 0, + "IoU": 0.0, + "TN": 1400247, + "TP": 0, + "n_pred": 0, + "n_ref": 1609 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0214.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": 0.0, + "FN": 0, + "FP": 1664, + "IoU": 0.0, + "TN": 1400192, + "TP": 0, + "n_pred": 1664, + "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": 3773, + "IoU": 0.0, + "TN": 1398083, + "TP": 0, + "n_pred": 3773, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9511026187194587, + "FN": 2391, + "FP": 731, + "IoU": 0.9067642227863222, + "TN": 1368371, + "TP": 30363, + "n_pred": 31094, + "n_ref": 32754 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1742, + "IoU": 0.0, + "TN": 1400114, + "TP": 0, + "n_pred": 1742, + "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": 0.6296954419604116, + "FN": 170, + "FP": 8791, + "IoU": 0.4595295536791315, + "TN": 1385276, + "TP": 7619, + "n_pred": 16410, + "n_ref": 7789 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 35859, + "IoU": 0.0, + "TN": 1365997, + "TP": 0, + "n_pred": 35859, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.974259959014937, + "FN": 1641, + "FP": 532, + "IoU": 0.9498117652493244, + "TN": 1358559, + "TP": 41124, + "n_pred": 41656, + "n_ref": 42765 + }, + "10": { + "Dice": 0.03384253819036428, + "FN": 100, + "FP": 4011, + "IoU": 0.017212526894573272, + "TN": 1397673, + "TP": 72, + "n_pred": 4083, + "n_ref": 172 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1401855, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 1401846, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "13": { + "Dice": 0.7845917976236105, + "FN": 1477, + "FP": 771, + "IoU": 0.6455376852727847, + "TN": 1395514, + "TP": 4094, + "n_pred": 4865, + "n_ref": 5571 + }, + "14": { + "Dice": 0.0, + "FN": 1885, + "FP": 0, + "IoU": 0.0, + "TN": 1399971, + "TP": 0, + "n_pred": 0, + "n_ref": 1885 + }, + "15": { + "Dice": 0.9140279124678501, + "FN": 7871, + "FP": 285, + "IoU": 0.8416679608634882, + "TN": 1350344, + "TP": 43356, + "n_pred": 43641, + "n_ref": 51227 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3125, + "IoU": 0.0, + "TN": 1398731, + "TP": 0, + "n_pred": 3125, + "n_ref": 0 + }, + "3": { + "Dice": 0.9229745548641488, + "FN": 3849, + "FP": 2402, + "IoU": 0.8569663409834565, + "TN": 1358153, + "TP": 37452, + "n_pred": 39854, + "n_ref": 41301 + }, + "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": 0.9686398741342744, + "FN": 3073, + "FP": 8727, + "IoU": 0.9391868561150708, + "TN": 1207819, + "TP": 182237, + "n_pred": 190964, + "n_ref": 185310 + }, + "7": { + "Dice": 0.7094503113999459, + "FN": 256, + "FP": 2963, + "IoU": 0.5497272345782627, + "TN": 1394707, + "TP": 3930, + "n_pred": 6893, + "n_ref": 4186 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6242478403336312, + "FN": 5559, + "FP": 748, + "IoU": 0.45375021652520353, + "TN": 1390310, + "TP": 5239, + "n_pred": 5987, + "n_ref": 10798 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 0.73776878009877, + "FN": 3963, + "FP": 4586, + "IoU": 0.5844957472660997, + "TN": 1556513, + "TP": 12026, + "n_pred": 16612, + "n_ref": 15989 + }, + "11": { + "Dice": 0.6294642857142857, + "FN": 95, + "FP": 71, + "IoU": 0.4592833876221498, + "TN": 1576781, + "TP": 141, + "n_pred": 212, + "n_ref": 236 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6960613236943787, + "FN": 15944, + "FP": 3564, + "IoU": 0.5338144625531711, + "TN": 1535242, + "TP": 22338, + "n_pred": 25902, + "n_ref": 38282 + }, + "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": 0.9127094972067039, + "FN": 319, + "FP": 181, + "IoU": 0.8394348105330764, + "TN": 1573974, + "TP": 2614, + "n_pred": 2795, + "n_ref": 2933 + }, + "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": 2326, + "IoU": 0.0, + "TN": 1574762, + "TP": 0, + "n_pred": 2326, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9162556176696263, + "FN": 1436, + "FP": 3148, + "IoU": 0.8454536259735006, + "TN": 1547427, + "TP": 25077, + "n_pred": 28225, + "n_ref": 26513 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 1577045, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "8": { + "Dice": 0.8791797812334445, + "FN": 2828, + "FP": 1049, + "IoU": 0.7844074959684146, + "TN": 1559105, + "TP": 14106, + "n_pred": 15155, + "n_ref": 16934 + }, + "9": { + "Dice": 0.8039849219170705, + "FN": 934, + "FP": 4162, + "IoU": 0.6722197208464655, + "TN": 1561541, + "TP": 10451, + "n_pred": 14613, + "n_ref": 11385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.916744368319347, + "FN": 4061, + "FP": 2100, + "IoU": 0.8462862703026371, + "TN": 1361775, + "TP": 33920, + "n_pred": 36020, + "n_ref": 37981 + }, + "10": { + "Dice": 0.8384426732066217, + "FN": 2915, + "FP": 2355, + "IoU": 0.7218263394035366, + "TN": 1382911, + "TP": 13675, + "n_pred": 16030, + "n_ref": 16590 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 129, + "IoU": 0.0, + "TN": 1401727, + "TP": 0, + "n_pred": 129, + "n_ref": 0 + }, + "12": { + "Dice": 0.739276826233348, + "FN": 977, + "FP": 804, + "IoU": 0.5863910822108686, + "TN": 1397550, + "TP": 2525, + "n_pred": 3329, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1043, + "IoU": 0.0, + "TN": 1400813, + "TP": 0, + "n_pred": 1043, + "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": 0.9526683477326279, + "FN": 105, + "FP": 1040, + "IoU": 0.9096147773918535, + "TN": 1389188, + "TP": 11523, + "n_pred": 12563, + "n_ref": 11628 + }, + "3": { + "Dice": 0.9578185984889175, + "FN": 931, + "FP": 1425, + "IoU": 0.919051709328294, + "TN": 1372751, + "TP": 26749, + "n_pred": 28174, + "n_ref": 27680 + }, + "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": 24, + "IoU": 0.0, + "TN": 1401832, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "6": { + "Dice": 0.9673142298257653, + "FN": 4202, + "FP": 4086, + "IoU": 0.9366975490158638, + "TN": 1270929, + "TP": 122639, + "n_pred": 126725, + "n_ref": 126841 + }, + "7": { + "Dice": 0.8034823529411764, + "FN": 1557, + "FP": 2619, + "IoU": 0.6715173444505624, + "TN": 1389143, + "TP": 8537, + "n_pred": 11156, + "n_ref": 10094 + }, + "8": { + "Dice": 0.9730298198595515, + "FN": 474, + "FP": 321, + "IoU": 0.9474762156448203, + "TN": 1386720, + "TP": 14341, + "n_pred": 14662, + "n_ref": 14815 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3046480469957745, + "FN": 7834, + "FP": 12407, + "IoU": 0.17969604863221886, + "TN": 1727645, + "TP": 4434, + "n_pred": 16841, + "n_ref": 12268 + }, + "11": { + "Dice": 0.12903225806451613, + "FN": 460, + "FP": 53, + "IoU": 0.06896551724137931, + "TN": 1751769, + "TP": 38, + "n_pred": 91, + "n_ref": 498 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2297029702970297, + "FN": 4279, + "FP": 0, + "IoU": 0.1297539149888143, + "TN": 1747403, + "TP": 638, + "n_pred": 638, + "n_ref": 4917 + }, + "14": { + "Dice": 0.7203119008053177, + "FN": 9117, + "FP": 17139, + "IoU": 0.5628808310858057, + "TN": 1692254, + "TP": 33810, + "n_pred": 50949, + "n_ref": 42927 + }, + "15": { + "Dice": 0.5767191360595209, + "FN": 2381, + "FP": 12866, + "IoU": 0.40520402590309745, + "TN": 1726686, + "TP": 10387, + "n_pred": 23253, + "n_ref": 12768 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1752318, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.3294287258965579, + "FN": 2807, + "FP": 914, + "IoU": 0.19719525350593312, + "TN": 1747685, + "TP": 914, + "n_pred": 1828, + "n_ref": 3721 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.43106236475434523, + "FN": 244916, + "FP": 650, + "IoU": 0.2747479281971919, + "TN": 1413726, + "TP": 93028, + "n_pred": 93678, + "n_ref": 337944 + }, + "7": { + "Dice": 0.0, + "FN": 16101, + "FP": 17694, + "IoU": 0.0, + "TN": 1718525, + "TP": 0, + "n_pred": 17694, + "n_ref": 16101 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.22843433816626682, + "FN": 1998, + "FP": 5399, + "IoU": 0.1289448893075836, + "TN": 1743828, + "TP": 1095, + "n_pred": 6494, + "n_ref": 3093 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2725606359815687, + "FN": 71244, + "FP": 587, + "IoU": 0.15778304099052623, + "TN": 1316568, + "TP": 13457, + "n_pred": 14044, + "n_ref": 84701 + }, + "10": { + "Dice": 0.099933818663137, + "FN": 8, + "FP": 8152, + "IoU": 0.05259491466388018, + "TN": 1393243, + "TP": 453, + "n_pred": 8605, + "n_ref": 461 + }, + "11": { + "Dice": 0.5887609554906341, + "FN": 1864, + "FP": 529, + "IoU": 0.41719434973209935, + "TN": 1397750, + "TP": 1713, + "n_pred": 2242, + "n_ref": 3577 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 161, + "IoU": 0.0, + "TN": 1401695, + "TP": 0, + "n_pred": 161, + "n_ref": 0 + }, + "13": { + "Dice": 0.4965576592082616, + "FN": 12, + "FP": 1158, + "IoU": 0.3302804808242702, + "TN": 1400109, + "TP": 577, + "n_pred": 1735, + "n_ref": 589 + }, + "14": { + "Dice": 0.0, + "FN": 6, + "FP": 16781, + "IoU": 0.0, + "TN": 1385069, + "TP": 0, + "n_pred": 16781, + "n_ref": 6 + }, + "15": { + "Dice": 0.003691275167785235, + "FN": 5, + "FP": 5933, + "IoU": 0.0018490502605479913, + "TN": 1395907, + "TP": 11, + "n_pred": 5944, + "n_ref": 16 + }, + "2": { + "Dice": 0.961998702722047, + "FN": 280, + "FP": 1419, + "IoU": 0.926779865540424, + "TN": 1378652, + "TP": 21505, + "n_pred": 22924, + "n_ref": 21785 + }, + "3": { + "Dice": 0.32165936101947673, + "FN": 127, + "FP": 14884, + "IoU": 0.19165320409262251, + "TN": 1383286, + "TP": 3559, + "n_pred": 18443, + "n_ref": 3686 + }, + "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": 0.36518130125439324, + "FN": 1002, + "FP": 176732, + "IoU": 0.22337724760219352, + "TN": 1173001, + "TP": 51121, + "n_pred": 227853, + "n_ref": 52123 + }, + "7": { + "Dice": 0.731035364839803, + "FN": 20201, + "FP": 828, + "IoU": 0.5760880520894228, + "TN": 1352249, + "TP": 28578, + "n_pred": 29406, + "n_ref": 48779 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8870290161852347, + "FN": 148, + "FP": 3321, + "IoU": 0.7969920411985019, + "TN": 1384768, + "TP": 13619, + "n_pred": 16940, + "n_ref": 13767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 8, + "FP": 43, + "IoU": 0.0, + "TN": 1401805, + "TP": 0, + "n_pred": 43, + "n_ref": 8 + }, + "10": { + "Dice": 0.6941708480455925, + "FN": 5024, + "FP": 4850, + "IoU": 0.5315939278937382, + "TN": 1380776, + "TP": 11206, + "n_pred": 16056, + "n_ref": 16230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 208, + "FP": 0, + "IoU": 0.0, + "TN": 1401648, + "TP": 0, + "n_pred": 0, + "n_ref": 208 + }, + "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": 2, + "IoU": 0.0, + "TN": 1401854, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.8763769889840881, + "FN": 265, + "FP": 341, + "IoU": 0.7799564270152506, + "TN": 1399102, + "TP": 2148, + "n_pred": 2489, + "n_ref": 2413 + }, + "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": 0.9681813107067099, + "FN": 1449, + "FP": 1401, + "IoU": 0.9383250378705907, + "TN": 1355646, + "TP": 43360, + "n_pred": 44761, + "n_ref": 44809 + }, + "7": { + "Dice": 0.7230343235616453, + "FN": 21839, + "FP": 30474, + "IoU": 0.5662128097117649, + "TN": 1281260, + "TP": 68283, + "n_pred": 98757, + "n_ref": 90122 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0358.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": 0.0, + "FN": 0, + "FP": 52, + "IoU": 0.0, + "TN": 1577036, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 354, + "IoU": 0.0, + "TN": 1576734, + "TP": 0, + "n_pred": 354, + "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": 0.8566740078593945, + "FN": 2314, + "FP": 1005, + "IoU": 0.749282368937906, + "TN": 1563850, + "TP": 9919, + "n_pred": 10924, + "n_ref": 12233 + }, + "6": { + "Dice": 0.7444674965421854, + "FN": 1360, + "FP": 118, + "IoU": 0.5929496006609749, + "TN": 1573457, + "TP": 2153, + "n_pred": 2271, + "n_ref": 3513 + }, + "7": { + "Dice": 0.75493316359007, + "FN": 314, + "FP": 1226, + "IoU": 0.6063394683026585, + "TN": 1573176, + "TP": 2372, + "n_pred": 3598, + "n_ref": 2686 + }, + "8": { + "Dice": 0.9473276829598669, + "FN": 444, + "FP": 2278, + "IoU": 0.8999264705882353, + "TN": 1549888, + "TP": 24478, + "n_pred": 26756, + "n_ref": 24922 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 106, + "IoU": 0.0, + "TN": 1576982, + "TP": 0, + "n_pred": 106, + "n_ref": 0 + }, + "10": { + "Dice": 0.42063364855478974, + "FN": 20034, + "FP": 1654, + "IoU": 0.26633063834105747, + "TN": 1547527, + "TP": 7873, + "n_pred": 9527, + "n_ref": 27907 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 1577023, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "12": { + "Dice": 0.38615023474178406, + "FN": 1971, + "FP": 1167, + "IoU": 0.23927272727272728, + "TN": 1572963, + "TP": 987, + "n_pred": 2154, + "n_ref": 2958 + }, + "13": { + "Dice": 0.0, + "FN": 1679, + "FP": 0, + "IoU": 0.0, + "TN": 1575409, + "TP": 0, + "n_pred": 0, + "n_ref": 1679 + }, + "14": { + "Dice": 0.7519903860597867, + "FN": 580, + "FP": 6024, + "IoU": 0.6025517573423207, + "TN": 1560472, + "TP": 10012, + "n_pred": 16036, + "n_ref": 10592 + }, + "15": { + "Dice": 0.6834460305534685, + "FN": 8988, + "FP": 1124, + "IoU": 0.5191173673197641, + "TN": 1556060, + "TP": 10916, + "n_pred": 12040, + "n_ref": 19904 + }, + "2": { + "Dice": 0.7309027777777778, + "FN": 7, + "FP": 303, + "IoU": 0.5759233926128591, + "TN": 1576357, + "TP": 421, + "n_pred": 724, + "n_ref": 428 + }, + "3": { + "Dice": 0.9685042074532029, + "FN": 638, + "FP": 279, + "IoU": 0.9389318060735216, + "TN": 1562072, + "TP": 14099, + "n_pred": 14378, + "n_ref": 14737 + }, + "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": 0.01932491625869621, + "FN": 39, + "FP": 15185, + "IoU": 0.009756732145180174, + "TN": 1561714, + "TP": 150, + "n_pred": 15335, + "n_ref": 189 + }, + "7": { + "Dice": 0.6151756526543579, + "FN": 8882, + "FP": 7834, + "IoU": 0.4442264853542574, + "TN": 1547011, + "TP": 13361, + "n_pred": 21195, + "n_ref": 22243 + }, + "8": { + "Dice": 0.9433681073025335, + "FN": 484, + "FP": 200, + "IoU": 0.8928067700987306, + "TN": 1570707, + "TP": 5697, + "n_pred": 5897, + "n_ref": 6181 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0379.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": 519, + "IoU": 0.0, + "TN": 1927033, + "TP": 0, + "n_pred": 519, + "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": 0.6402829753421848, + "FN": 3561, + "FP": 3456, + "IoU": 0.4708942844216559, + "TN": 1914290, + "TP": 6245, + "n_pred": 9701, + "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": 448, + "IoU": 0.0, + "TN": 1927104, + "TP": 0, + "n_pred": 448, + "n_ref": 0 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 204, + "IoU": 0.0, + "TN": 1927348, + "TP": 0, + "n_pred": 204, + "n_ref": 0 + }, + "6": { + "Dice": 0.9327956989247311, + "FN": 18, + "FP": 32, + "IoU": 0.8740554156171285, + "TN": 1927155, + "TP": 347, + "n_pred": 379, + "n_ref": 365 + }, + "7": { + "Dice": 0.1844380403458213, + "FN": 2, + "FP": 1413, + "IoU": 0.10158730158730159, + "TN": 1925977, + "TP": 160, + "n_pred": 1573, + "n_ref": 162 + }, + "8": { + "Dice": 0.753152382987818, + "FN": 248, + "FP": 2062, + "IoU": 0.6040452519712033, + "TN": 1921718, + "TP": 3524, + "n_pred": 5586, + "n_ref": 3772 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0383.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": 0.6877698551725839, + "FN": 5342, + "FP": 7313, + "IoU": 0.5241228894821945, + "TN": 1550495, + "TP": 13938, + "n_pred": 21251, + "n_ref": 19280 + }, + "15": { + "Dice": 0.8601993548075426, + "FN": 10707, + "FP": 15338, + "IoU": 0.7546928126736553, + "TN": 1470915, + "TP": 80128, + "n_pred": 95466, + "n_ref": 90835 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.18904561274958784, + "FN": 572, + "FP": 3855, + "IoU": 0.1043900465304471, + "TN": 1572145, + "TP": 516, + "n_pred": 4371, + "n_ref": 1088 + }, + "10": { + "Dice": 0.6074420103092784, + "FN": 334, + "FP": 4540, + "IoU": 0.4362058993637941, + "TN": 1568443, + "TP": 3771, + "n_pred": 8311, + "n_ref": 4105 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 1576985, + "TP": 0, + "n_pred": 103, + "n_ref": 0 + }, + "12": { + "Dice": 0.6756510653797122, + "FN": 776, + "FP": 1005, + "IoU": 0.5101760176017601, + "TN": 1573452, + "TP": 1855, + "n_pred": 2860, + "n_ref": 2631 + }, + "13": { + "Dice": 0.17572316842389835, + "FN": 2990, + "FP": 59, + "IoU": 0.09632483698873741, + "TN": 1573714, + "TP": 325, + "n_pred": 384, + "n_ref": 3315 + }, + "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": 2784, + "IoU": 0.0, + "TN": 1574304, + "TP": 0, + "n_pred": 2784, + "n_ref": 0 + }, + "3": { + "Dice": 0.6338609112709832, + "FN": 3807, + "FP": 10, + "IoU": 0.4639797781210504, + "TN": 1569967, + "TP": 3304, + "n_pred": 3314, + "n_ref": 7111 + }, + "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": 225, + "IoU": 0.0, + "TN": 1576863, + "TP": 0, + "n_pred": 225, + "n_ref": 0 + }, + "6": { + "Dice": 0.45977011494252873, + "FN": 6, + "FP": 41, + "IoU": 0.29850746268656714, + "TN": 1577021, + "TP": 20, + "n_pred": 61, + "n_ref": 26 + }, + "7": { + "Dice": 0.057971014492753624, + "FN": 65, + "FP": 0, + "IoU": 0.029850746268656716, + "TN": 1577021, + "TP": 2, + "n_pred": 2, + "n_ref": 67 + }, + "8": { + "Dice": 0.9433284751705637, + "FN": 1443, + "FP": 1240, + "IoU": 0.8927357773957542, + "TN": 1552075, + "TP": 22330, + "n_pred": 23570, + "n_ref": 23773 + }, + "9": { + "Dice": 0.9323265691363851, + "FN": 892, + "FP": 542, + "IoU": 0.8732319660537482, + "TN": 1565776, + "TP": 9878, + "n_pred": 10420, + "n_ref": 10770 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0400.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": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1577084, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "3": { + "Dice": 0.9154143707908944, + "FN": 11992, + "FP": 166, + "IoU": 0.8440222202265643, + "TN": 1499141, + "TP": 65789, + "n_pred": 65955, + "n_ref": 77781 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.4153623328178996, + "FN": 2619.064444444444, + "FP": 1620.8733333333334, + "IoU": 0.3492232818601247, + "TN": 1449192.6555555554, + "TP": 6834.073333333334, + "n_pred": 8454.946666666667, + "n_ref": 9453.137777777778 + }, + "mean": { + "1": { + "Dice": 0.45507871249943654, + "FN": 330.1333333333333, + "FP": 646.6, + "IoU": 0.4004404194985965, + "TN": 1454705.6, + "TP": 4584.333333333333, + "n_pred": 5230.933333333333, + "n_ref": 4914.466666666666 + }, + "10": { + "Dice": 0.49201921149181, + "FN": 2134.1, + "FP": 1619.9, + "IoU": 0.39884606382721416, + "TN": 1451361.1333333333, + "TP": 5151.533333333334, + "n_pred": 6771.433333333333, + "n_ref": 7285.633333333333 + }, + "11": { + "Dice": 0.2507314616787042, + "FN": 93.3, + "FP": 112.93333333333334, + "IoU": 0.19079061833617803, + "TN": 1459923.1333333333, + "TP": 137.3, + "n_pred": 250.23333333333332, + "n_ref": 230.6 + }, + "12": { + "Dice": 0.20382964562229336, + "FN": 388.1, + "FP": 116.66666666666667, + "IoU": 0.14501223344153835, + "TN": 1459526.7666666666, + "TP": 235.13333333333333, + "n_pred": 351.8, + "n_ref": 623.2333333333333 + }, + "13": { + "Dice": 0.29434977264773493, + "FN": 1918.6333333333334, + "FP": 1151.9666666666667, + "IoU": 0.2213091524642291, + "TN": 1454820.2, + "TP": 2375.866666666667, + "n_pred": 3527.8333333333335, + "n_ref": 4294.5 + }, + "14": { + "Dice": 0.02790084503700634, + "FN": 942.6, + "FP": 3390.0333333333333, + "IoU": 0.014533603566099756, + "TN": 1455799.6333333333, + "TP": 134.4, + "n_pred": 3524.4333333333334, + "n_ref": 1077.0 + }, + "15": { + "Dice": 0.3432331725547928, + "FN": 1099.2333333333333, + "FP": 251.46666666666667, + "IoU": 0.2835929464398975, + "TN": 1458037.5333333334, + "TP": 878.4333333333333, + "n_pred": 1129.9, + "n_ref": 1977.6666666666667 + }, + "2": { + "Dice": 0.5025454181567184, + "FN": 3857.1, + "FP": 1408.0333333333333, + "IoU": 0.429170606098792, + "TN": 1445724.1, + "TP": 9277.433333333332, + "n_pred": 10685.466666666667, + "n_ref": 13134.533333333333 + }, + "3": { + "Dice": 0.46171749065235385, + "FN": 1179.9, + "FP": 3331.733333333333, + "IoU": 0.4252756907429581, + "TN": 1447814.5666666667, + "TP": 7940.466666666666, + "n_pred": 11272.2, + "n_ref": 9120.366666666667 + }, + "4": { + "Dice": 0.29963491376021184, + "FN": 1236.8666666666666, + "FP": 444.76666666666665, + "IoU": 0.23801097734320464, + "TN": 1457384.9, + "TP": 1200.1333333333334, + "n_pred": 1644.9, + "n_ref": 2437.0 + }, + "5": { + "Dice": 0.5476685016245322, + "FN": 1202.8666666666666, + "FP": 289.5, + "IoU": 0.4201956819425545, + "TN": 1457132.0666666667, + "TP": 1642.2333333333333, + "n_pred": 1931.7333333333333, + "n_ref": 2845.1 + }, + "6": { + "Dice": 0.6918335004820718, + "FN": 2120.9666666666667, + "FP": 7262.4, + "IoU": 0.6267948962015216, + "TN": 1409549.3333333333, + "TP": 41333.96666666667, + "n_pred": 48596.36666666667, + "n_ref": 43454.933333333334 + }, + "7": { + "Dice": 0.4190462708204892, + "FN": 18185.133333333335, + "FP": 2632.3333333333335, + "IoU": 0.3391860666718707, + "TN": 1427156.4333333333, + "TP": 12292.766666666666, + "n_pred": 14925.1, + "n_ref": 30477.9 + }, + "8": { + "Dice": 0.7765029485997285, + "FN": 3721.5, + "FP": 795.2333333333333, + "IoU": 0.714998211380756, + "TN": 1443584.3666666667, + "TP": 12165.566666666668, + "n_pred": 12960.8, + "n_ref": 15887.066666666668 + }, + "9": { + "Dice": 0.46434312664061056, + "FN": 875.5333333333333, + "FP": 859.5333333333333, + "IoU": 0.39019205994645856, + "TN": 1455370.0666666667, + "TP": 3161.5333333333333, + "n_pred": 4021.0666666666666, + "n_ref": 4037.0666666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.6427586206896552, + "FN": 172, + "FP": 87, + "IoU": 0.4735772357723577, + "TN": 1401364, + "TP": 233, + "n_pred": 320, + "n_ref": 405 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 332, + "IoU": 0.0, + "TN": 1401524, + "TP": 0, + "n_pred": 332, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 62, + "IoU": 0.0, + "TN": 1401794, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 1401834, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 479, + "FP": 905, + "IoU": 0.0, + "TN": 1400472, + "TP": 0, + "n_pred": 905, + "n_ref": 479 + }, + "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": 0.5152666754029616, + "FN": 2062, + "FP": 1637, + "IoU": 0.3470432480141218, + "TN": 1396191, + "TP": 1966, + "n_pred": 3603, + "n_ref": 4028 + }, + "6": { + "Dice": 0.9385840054826295, + "FN": 4689, + "FP": 1136, + "IoU": 0.8842753551206913, + "TN": 1351521, + "TP": 44510, + "n_pred": 45646, + "n_ref": 49199 + }, + "7": { + "Dice": 0.0799134839774603, + "FN": 10751, + "FP": 5414, + "IoU": 0.041619730835358984, + "TN": 1384989, + "TP": 702, + "n_pred": 6116, + "n_ref": 11453 + }, + "8": { + "Dice": 0.957004342006464, + "FN": 2142, + "FP": 492, + "IoU": 0.9175535244772756, + "TN": 1369908, + "TP": 29314, + "n_pred": 29806, + "n_ref": 31456 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 231, + "IoU": 0.0, + "TN": 1401625, + "TP": 0, + "n_pred": 231, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6861186337031536, + "FN": 1975, + "FP": 1618, + "IoU": 0.5222074468085106, + "TN": 1043872, + "TP": 3927, + "n_pred": 5545, + "n_ref": 5902 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 279, + "IoU": 0.0, + "TN": 1051113, + "TP": 0, + "n_pred": 279, + "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": 0.28607983623336747, + "FN": 2421, + "FP": 369, + "IoU": 0.16691549716333234, + "TN": 1048043, + "TP": 559, + "n_pred": 928, + "n_ref": 2980 + }, + "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": 0.6791773778920308, + "FN": 681, + "FP": 567, + "IoU": 0.514207862981705, + "TN": 1048823, + "TP": 1321, + "n_pred": 1888, + "n_ref": 2002 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1873, + "IoU": 0.0, + "TN": 1049519, + "TP": 0, + "n_pred": 1873, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5857238158772515, + "FN": 3054, + "FP": 51, + "IoU": 0.41415094339622643, + "TN": 1046092, + "TP": 2195, + "n_pred": 2246, + "n_ref": 5249 + }, + "6": { + "Dice": 0.9935897067031874, + "FN": 571, + "FP": 1657, + "IoU": 0.9872610736604973, + "TN": 876495, + "TP": 172669, + "n_pred": 174326, + "n_ref": 173240 + }, + "7": { + "Dice": 0.7990776887427802, + "FN": 8264, + "FP": 537, + "IoU": 0.6653866626112083, + "TN": 1025090, + "TP": 17501, + "n_pred": 18038, + "n_ref": 25765 + }, + "8": { + "Dice": 0.7986468708889306, + "FN": 14253, + "FP": 1818, + "IoU": 0.6647894374569802, + "TN": 1003449, + "TP": 31872, + "n_pred": 33690, + "n_ref": 46125 + }, + "9": { + "Dice": 0.020982355746304245, + "FN": 5579, + "FP": 4686, + "IoU": 0.010602409638554217, + "TN": 1041017, + "TP": 110, + "n_pred": 4796, + "n_ref": 5689 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8713378515395699, + "FN": 1548, + "FP": 863, + "IoU": 0.7720094562647755, + "TN": 1391281, + "TP": 8164, + "n_pred": 9027, + "n_ref": 9712 + }, + "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": 40, + "IoU": 0.0, + "TN": 1401816, + "TP": 0, + "n_pred": 40, + "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": 0.0, + "FN": 6, + "FP": 882, + "IoU": 0.0, + "TN": 1400968, + "TP": 0, + "n_pred": 882, + "n_ref": 6 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 1401821, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "8": { + "Dice": 0.31227512025148657, + "FN": 35692, + "FP": 624, + "IoU": 0.1850272659949283, + "TN": 1357295, + "TP": 8245, + "n_pred": 8869, + "n_ref": 43937 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 0.7304971555775415, + "FN": 6509, + "FP": 4387, + "IoU": 0.5754198651755446, + "TN": 1376193, + "TP": 14767, + "n_pred": 19154, + "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": 0.3397341211225997, + "FN": 160, + "FP": 287, + "IoU": 0.20462633451957296, + "TN": 1401294, + "TP": 115, + "n_pred": 402, + "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": 0.9704336984593463, + "FN": 1791, + "FP": 1529, + "IoU": 0.9425655220136666, + "TN": 1344051, + "TP": 54485, + "n_pred": 56014, + "n_ref": 56276 + }, + "7": { + "Dice": 0.6670910486603883, + "FN": 16877, + "FP": 904, + "IoU": 0.5004775817507585, + "TN": 1366260, + "TP": 17815, + "n_pred": 18719, + "n_ref": 34692 + }, + "8": { + "Dice": 0.9032352083940542, + "FN": 63, + "FP": 601, + "IoU": 0.8235450438479937, + "TN": 1398093, + "TP": 3099, + "n_pred": 3700, + "n_ref": 3162 + }, + "9": { + "Dice": 0.8459958932238193, + "FN": 73, + "FP": 152, + "IoU": 0.7330960854092526, + "TN": 1401013, + "TP": 618, + "n_pred": 770, + "n_ref": 691 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0027.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": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 1577044, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 303, + "IoU": 0.0, + "TN": 1576785, + "TP": 0, + "n_pred": 303, + "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": 1379, + "IoU": 0.0, + "TN": 1575709, + "TP": 0, + "n_pred": 1379, + "n_ref": 0 + }, + "3": { + "Dice": 0.9228486646884273, + "FN": 974, + "FP": 534, + "IoU": 0.8567493112947658, + "TN": 1566561, + "TP": 9019, + "n_pred": 9553, + "n_ref": 9993 + }, + "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": 210, + "IoU": 0.0, + "TN": 1576878, + "TP": 0, + "n_pred": 210, + "n_ref": 0 + }, + "7": { + "Dice": 0.10718311894782483, + "FN": 119832, + "FP": 3716, + "IoU": 0.05662624843468434, + "TN": 1446124, + "TP": 7416, + "n_pred": 11132, + "n_ref": 127248 + }, + "8": { + "Dice": 0.8804911323328786, + "FN": 192, + "FP": 684, + "IoU": 0.786497684621009, + "TN": 1572985, + "TP": 3227, + "n_pred": 3911, + "n_ref": 3419 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 15, + "FP": 253, + "IoU": 0.0, + "TN": 1752052, + "TP": 0, + "n_pred": 253, + "n_ref": 15 + }, + "10": { + "Dice": 0.0, + "FN": 150, + "FP": 284, + "IoU": 0.0, + "TN": 1751886, + "TP": 0, + "n_pred": 284, + "n_ref": 150 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1456, + "IoU": 0.0, + "TN": 1750864, + "TP": 0, + "n_pred": 1456, + "n_ref": 0 + }, + "12": { + "Dice": 0.03866745984533016, + "FN": 2640, + "FP": 592, + "IoU": 0.019714892326357293, + "TN": 1749023, + "TP": 65, + "n_pred": 657, + "n_ref": 2705 + }, + "13": { + "Dice": 0.38983723699880907, + "FN": 3583, + "FP": 2565, + "IoU": 0.24211045364891517, + "TN": 1744208, + "TP": 1964, + "n_pred": 4529, + "n_ref": 5547 + }, + "14": { + "Dice": 0.05851910828025478, + "FN": 1782, + "FP": 54978, + "IoU": 0.030141480418289932, + "TN": 1693796, + "TP": 1764, + "n_pred": 56742, + "n_ref": 3546 + }, + "15": { + "Dice": 0.895547758624447, + "FN": 1701, + "FP": 3092, + "IoU": 0.8108524072612471, + "TN": 1726980, + "TP": 20547, + "n_pred": 23639, + "n_ref": 22248 + }, + "2": { + "Dice": 0.4812359529340661, + "FN": 24100, + "FP": 3367, + "IoU": 0.31686024821548486, + "TN": 1712113, + "TP": 12740, + "n_pred": 16107, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 24979, + "IoU": 0.0, + "TN": 1727341, + "TP": 0, + "n_pred": 24979, + "n_ref": 0 + }, + "4": { + "Dice": 0.6218115232295703, + "FN": 5058, + "FP": 3823, + "IoU": 0.45118032381658635, + "TN": 1736138, + "TP": 7301, + "n_pred": 11124, + "n_ref": 12359 + }, + "5": { + "Dice": 0.4114622388859132, + "FN": 10292, + "FP": 696, + "IoU": 0.25901948883943626, + "TN": 1737491, + "TP": 3841, + "n_pred": 4537, + "n_ref": 14133 + }, + "6": { + "Dice": 0.8352570167139703, + "FN": 634, + "FP": 15038, + "IoU": 0.7171170195483836, + "TN": 1696919, + "TP": 39729, + "n_pred": 54767, + "n_ref": 40363 + }, + "7": { + "Dice": 0.5716985093428512, + "FN": 3283, + "FP": 797, + "IoU": 0.40026458915184476, + "TN": 1745517, + "TP": 2723, + "n_pred": 3520, + "n_ref": 6006 + }, + "8": { + "Dice": 0.8570491444814956, + "FN": 6422, + "FP": 1423, + "IoU": 0.7498565142529175, + "TN": 1720958, + "TP": 23517, + "n_pred": 24940, + "n_ref": 29939 + }, + "9": { + "Dice": 0.7946876169098391, + "FN": 3353, + "FP": 2135, + "IoU": 0.6593208765286486, + "TN": 1736211, + "TP": 10621, + "n_pred": 12756, + "n_ref": 13974 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.0, + "FN": 6696, + "FP": 228, + "IoU": 0.0, + "TN": 1570164, + "TP": 0, + "n_pred": 228, + "n_ref": 6696 + }, + "11": { + "Dice": 0.7607105538140021, + "FN": 411, + "FP": 505, + "IoU": 0.6138279932546374, + "TN": 1574716, + "TP": 1456, + "n_pred": 1961, + "n_ref": 1867 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 324, + "IoU": 0.0, + "TN": 1576764, + "TP": 0, + "n_pred": 324, + "n_ref": 0 + }, + "13": { + "Dice": 0.6726097615333185, + "FN": 3952, + "FP": 455, + "IoU": 0.5067159167226326, + "TN": 1568154, + "TP": 4527, + "n_pred": 4982, + "n_ref": 8479 + }, + "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": 432, + "IoU": 0.0, + "TN": 1576656, + "TP": 0, + "n_pred": 432, + "n_ref": 0 + }, + "2": { + "Dice": 0.9476049642435129, + "FN": 4572, + "FP": 3099, + "IoU": 0.9004270564259661, + "TN": 1500049, + "TP": 69368, + "n_pred": 72467, + "n_ref": 73940 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 678, + "IoU": 0.0, + "TN": 1576410, + "TP": 0, + "n_pred": 678, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 174, + "IoU": 0.0, + "TN": 1576914, + "TP": 0, + "n_pred": 174, + "n_ref": 0 + }, + "5": { + "Dice": 0.7892136681762042, + "FN": 1191, + "FP": 1881, + "IoU": 0.6518191091465488, + "TN": 1568265, + "TP": 5751, + "n_pred": 7632, + "n_ref": 6942 + }, + "6": { + "Dice": 0.6894903403254133, + "FN": 13385, + "FP": 61577, + "IoU": 0.5261238139187934, + "TN": 1418899, + "TP": 83227, + "n_pred": 144804, + "n_ref": 96612 + }, + "7": { + "Dice": 0.4093617077055165, + "FN": 89161, + "FP": 958, + "IoU": 0.2573568797435496, + "TN": 1455739, + "TP": 31230, + "n_pred": 32188, + "n_ref": 120391 + }, + "8": { + "Dice": 0.951183075514433, + "FN": 336, + "FP": 677, + "IoU": 0.9069104943944128, + "TN": 1566206, + "TP": 9869, + "n_pred": 10546, + "n_ref": 10205 + }, + "9": { + "Dice": 0.6521933751119069, + "FN": 1346, + "FP": 208, + "IoU": 0.4838923945533046, + "TN": 1574077, + "TP": 1457, + "n_pred": 1665, + "n_ref": 2803 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.22777369581190302, + "FN": 282, + "FP": 769, + "IoU": 0.1285240464344942, + "TN": 1575882, + "TP": 155, + "n_pred": 924, + "n_ref": 437 + }, + "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": 152, + "IoU": 0.0, + "TN": 1576936, + "TP": 0, + "n_pred": 152, + "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": 4898, + "IoU": 0.0, + "TN": 1572190, + "TP": 0, + "n_pred": 4898, + "n_ref": 0 + }, + "3": { + "Dice": 0.10829791166143042, + "FN": 4796, + "FP": 29, + "IoU": 0.057248925361469326, + "TN": 1571970, + "TP": 293, + "n_pred": 322, + "n_ref": 5089 + }, + "4": { + "Dice": 0.9348587810575494, + "FN": 1896, + "FP": 558, + "IoU": 0.8776852913323032, + "TN": 1557025, + "TP": 17609, + "n_pred": 18167, + "n_ref": 19505 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9866546432072578, + "FN": 1545, + "FP": 2362, + "IoU": 0.9736607925357639, + "TN": 1428754, + "TP": 144427, + "n_pred": 146789, + "n_ref": 145972 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 953, + "IoU": 0.0, + "TN": 1576135, + "TP": 0, + "n_pred": 953, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9546594432158464, + "FN": 1900, + "FP": 2385, + "IoU": 0.9132520851890842, + "TN": 1352460, + "TP": 45111, + "n_pred": 47496, + "n_ref": 47011 + }, + "10": { + "Dice": 0.738064597131109, + "FN": 10758, + "FP": 5932, + "IoU": 0.584867177395284, + "TN": 1361652, + "TP": 23514, + "n_pred": 29446, + "n_ref": 34272 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.16564705882352943, + "FN": 1681, + "FP": 92, + "IoU": 0.09030271934325294, + "TN": 1399907, + "TP": 176, + "n_pred": 268, + "n_ref": 1857 + }, + "13": { + "Dice": 0.0, + "FN": 765, + "FP": 1274, + "IoU": 0.0, + "TN": 1399817, + "TP": 0, + "n_pred": 1274, + "n_ref": 765 + }, + "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": 0.76, + "FN": 0, + "FP": 24, + "IoU": 0.6129032258064516, + "TN": 1401794, + "TP": 38, + "n_pred": 62, + "n_ref": 38 + }, + "4": { + "Dice": 0.8013550970126271, + "FN": 588, + "FP": 3927, + "IoU": 0.6685508735868448, + "TN": 1388234, + "TP": 9107, + "n_pred": 13034, + "n_ref": 9695 + }, + "5": { + "Dice": 0.5513513513513514, + "FN": 303, + "FP": 29, + "IoU": 0.3805970149253731, + "TN": 1401320, + "TP": 204, + "n_pred": 233, + "n_ref": 507 + }, + "6": { + "Dice": 0.8938478202853959, + "FN": 9939, + "FP": 3585, + "IoU": 0.8080694832749102, + "TN": 1331393, + "TP": 56939, + "n_pred": 60524, + "n_ref": 66878 + }, + "7": { + "Dice": 0.266324200913242, + "FN": 7780, + "FP": 5074, + "IoU": 0.15361822611443998, + "TN": 1386669, + "TP": 2333, + "n_pred": 7407, + "n_ref": 10113 + }, + "8": { + "Dice": 0.920431181907269, + "FN": 693, + "FP": 3448, + "IoU": 0.8525914851203189, + "TN": 1373764, + "TP": 23951, + "n_pred": 27399, + "n_ref": 24644 + }, + "9": { + "Dice": 0.12931034482758622, + "FN": 84, + "FP": 724, + "IoU": 0.06912442396313365, + "TN": 1400988, + "TP": 60, + "n_pred": 784, + "n_ref": 144 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 722, + "IoU": 0.0, + "TN": 1050670, + "TP": 0, + "n_pred": 722, + "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": 0.8229942100909843, + "FN": 52, + "FP": 376, + "IoU": 0.6992269852424455, + "TN": 1049969, + "TP": 995, + "n_pred": 1371, + "n_ref": 1047 + }, + "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": 0.937398464448648, + "FN": 2073, + "FP": 740, + "IoU": 0.8821730753120549, + "TN": 1027518, + "TP": 21061, + "n_pred": 21801, + "n_ref": 23134 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1051386, + "TP": 0, + "n_pred": 6, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 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": 0.025157232704402517, + "FN": 930, + "FP": 0, + "IoU": 0.012738853503184714, + "TN": 1225682, + "TP": 12, + "n_pred": 12, + "n_ref": 942 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8994663025940176, + "FN": 113, + "FP": 1507, + "IoU": 0.8173001014999436, + "TN": 1217757, + "TP": 7247, + "n_pred": 8754, + "n_ref": 7360 + }, + "10": { + "Dice": 0.9056774778274098, + "FN": 337, + "FP": 1120, + "IoU": 0.8276147657359205, + "TN": 1218172, + "TP": 6995, + "n_pred": 8115, + "n_ref": 7332 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5221308264786526, + "FN": 2251, + "FP": 189, + "IoU": 0.3532997614630268, + "TN": 1222851, + "TP": 1333, + "n_pred": 1522, + "n_ref": 3584 + }, + "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": 0.3290441176470588, + "FN": 0, + "FP": 730, + "IoU": 0.19691969196919692, + "TN": 1225715, + "TP": 179, + "n_pred": 909, + "n_ref": 179 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3044, + "IoU": 0.0, + "TN": 1223580, + "TP": 0, + "n_pred": 3044, + "n_ref": 0 + }, + "3": { + "Dice": 0.942927155268434, + "FN": 783, + "FP": 498, + "IoU": 0.8920171963247071, + "TN": 1214761, + "TP": 10582, + "n_pred": 11080, + "n_ref": 11365 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4702750665483585, + "FN": 595, + "FP": 2, + "IoU": 0.3074245939675174, + "TN": 1225762, + "TP": 265, + "n_pred": 267, + "n_ref": 860 + }, + "6": { + "Dice": 0.16896060749881348, + "FN": 906, + "FP": 845, + "IoU": 0.09227579056505962, + "TN": 1224695, + "TP": 178, + "n_pred": 1023, + "n_ref": 1084 + }, + "7": { + "Dice": 0.894880788664493, + "FN": 5951, + "FP": 852, + "IoU": 0.8097595078299776, + "TN": 1190864, + "TP": 28957, + "n_pred": 29809, + "n_ref": 34908 + }, + "8": { + "Dice": 0.9085021934405682, + "FN": 18, + "FP": 2610, + "IoU": 0.8323444976076555, + "TN": 1210949, + "TP": 13047, + "n_pred": 15657, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0109.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": 0.27407721680101826, + "FN": 1682, + "FP": 29, + "IoU": 0.15880039331366766, + "TN": 1399822, + "TP": 323, + "n_pred": 352, + "n_ref": 2005 + }, + "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": 0.9678453323743482, + "FN": 2749, + "FP": 1364, + "IoU": 0.9376940905579204, + "TN": 1335843, + "TP": 61900, + "n_pred": 63264, + "n_ref": 64649 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 1401838, + "TP": 0, + "n_pred": 18, + "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": 0.9743962151551974, + "FN": 704, + "FP": 2857, + "IoU": 0.950070806634792, + "TN": 1330535, + "TP": 67760, + "n_pred": 70617, + "n_ref": 68464 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8377920758550627, + "FN": 1430, + "FP": 7, + "IoU": 0.7208624708624709, + "TN": 1396708, + "TP": 3711, + "n_pred": 3718, + "n_ref": 5141 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 1401791, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.35071090047393366, + "FN": 137, + "FP": 0, + "IoU": 0.21264367816091953, + "TN": 1576914, + "TP": 37, + "n_pred": 37, + "n_ref": 174 + }, + "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": 822, + "IoU": 0.0, + "TN": 1576266, + "TP": 0, + "n_pred": 822, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 249, + "IoU": 0.0, + "TN": 1576839, + "TP": 0, + "n_pred": 249, + "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": 12218, + "IoU": 0.0, + "TN": 1564870, + "TP": 0, + "n_pred": 12218, + "n_ref": 0 + }, + "3": { + "Dice": 0.8689721208420643, + "FN": 15262, + "FP": 3622, + "IoU": 0.7683030072512669, + "TN": 1495585, + "TP": 62619, + "n_pred": 66241, + "n_ref": 77881 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4219827586206897, + "FN": 2491, + "FP": 191, + "IoU": 0.2674132750614586, + "TN": 1573427, + "TP": 979, + "n_pred": 1170, + "n_ref": 3470 + }, + "6": { + "Dice": 0.8489983088330948, + "FN": 7969, + "FP": 1317, + "IoU": 0.7376169082535108, + "TN": 1541697, + "TP": 26105, + "n_pred": 27422, + "n_ref": 34074 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 144, + "IoU": 0.0, + "TN": 1576944, + "TP": 0, + "n_pred": 144, + "n_ref": 0 + }, + "8": { + "Dice": 0.9714176098215999, + "FN": 59, + "FP": 90, + "IoU": 0.9444237224916077, + "TN": 1574407, + "TP": 2532, + "n_pred": 2622, + "n_ref": 2591 + }, + "9": { + "Dice": 0.6922691840091539, + "FN": 6417, + "FP": 2189, + "IoU": 0.5293667286448649, + "TN": 1558802, + "TP": 9680, + "n_pred": 11869, + "n_ref": 16097 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.20427359165729475, + "FN": 7671, + "FP": 112, + "IoU": 0.11375540879070827, + "TN": 1217842, + "TP": 999, + "n_pred": 1111, + "n_ref": 8670 + }, + "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": 337, + "IoU": 0.0, + "TN": 1226287, + "TP": 0, + "n_pred": 337, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4839, + "IoU": 0.0, + "TN": 1221785, + "TP": 0, + "n_pred": 4839, + "n_ref": 0 + }, + "15": { + "Dice": 0.6350056018921947, + "FN": 5792, + "FP": 72, + "IoU": 0.4652074783401733, + "TN": 1215659, + "TP": 5101, + "n_pred": 5173, + "n_ref": 10893 + }, + "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": 2123, + "IoU": 0.0, + "TN": 1224501, + "TP": 0, + "n_pred": 2123, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8125302203495199, + "FN": 1382, + "FP": 42042, + "IoU": 0.6842533884009074, + "TN": 1089096, + "TP": 94104, + "n_pred": 136146, + "n_ref": 95486 + }, + "7": { + "Dice": 0.42138797528451705, + "FN": 83617, + "FP": 475, + "IoU": 0.26693574398716796, + "TN": 1111911, + "TP": 30621, + "n_pred": 31096, + "n_ref": 114238 + }, + "8": { + "Dice": 0.8652467951953164, + "FN": 527, + "FP": 808, + "IoU": 0.7624977761964064, + "TN": 1221003, + "TP": 4286, + "n_pred": 5094, + "n_ref": 4813 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8033799155021124, + "FN": 587, + "FP": 18, + "IoU": 0.6713742531233026, + "TN": 1575247, + "TP": 1236, + "n_pred": 1254, + "n_ref": 1823 + }, + "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": 0, + "FP": 40, + "IoU": 0.0, + "TN": 1577048, + "TP": 0, + "n_pred": 40, + "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": 0.7361915139957774, + "FN": 15180, + "FP": 314, + "IoU": 0.5825182550588742, + "TN": 1539975, + "TP": 21619, + "n_pred": 21933, + "n_ref": 36799 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2862, + "IoU": 0.0, + "TN": 1574226, + "TP": 0, + "n_pred": 2862, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7155936637116698, + "FN": 4211, + "FP": 1660, + "IoU": 0.5571396243494003, + "TN": 1563831, + "TP": 7386, + "n_pred": 9046, + "n_ref": 11597 + }, + "6": { + "Dice": 0.9815568862275449, + "FN": 2485, + "FP": 1134, + "IoU": 0.9637817497648166, + "TN": 1477166, + "TP": 96303, + "n_pred": 97437, + "n_ref": 98788 + }, + "7": { + "Dice": 0.8178876628225338, + "FN": 3393, + "FP": 997, + "IoU": 0.6918865805727119, + "TN": 1562840, + "TP": 9858, + "n_pred": 10855, + "n_ref": 13251 + }, + "8": { + "Dice": 0.9028314650173946, + "FN": 2843, + "FP": 1179, + "IoU": 0.8228740036112212, + "TN": 1554381, + "TP": 18685, + "n_pred": 19864, + "n_ref": 21528 + }, + "9": { + "Dice": 0.0, + "FN": 164, + "FP": 0, + "IoU": 0.0, + "TN": 1576924, + "TP": 0, + "n_pred": 0, + "n_ref": 164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 1577074, + "TP": 0, + "n_pred": 14, + "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": 0.9548546691403834, + "FN": 55, + "FP": 91, + "IoU": 0.9136094674556213, + "TN": 1575398, + "TP": 1544, + "n_pred": 1635, + "n_ref": 1599 + }, + "3": { + "Dice": 0.962514121392626, + "FN": 246, + "FP": 119, + "IoU": 0.9277370817659869, + "TN": 1572037, + "TP": 4686, + "n_pred": 4805, + "n_ref": 4932 + }, + "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": 0.9022358089072708, + "FN": 281, + "FP": 1350, + "IoU": 0.8218848968002621, + "TN": 1567931, + "TP": 7526, + "n_pred": 8876, + "n_ref": 7807 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 9, + "FP": 26, + "IoU": 0.0, + "TN": 1401821, + "TP": 0, + "n_pred": 26, + "n_ref": 9 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 253, + "IoU": 0.0, + "TN": 1401603, + "TP": 0, + "n_pred": 253, + "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": 0.7039401276689412, + "FN": 389, + "FP": 956, + "IoU": 0.5431385869565217, + "TN": 1398912, + "TP": 1599, + "n_pred": 2555, + "n_ref": 1988 + }, + "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": 0.028439920667589717, + "FN": 24942, + "FP": 1021, + "IoU": 0.014425084462665603, + "TN": 1375513, + "TP": 380, + "n_pred": 1401, + "n_ref": 25322 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7020857749078904, + "FN": 1618, + "FP": 37275, + "IoU": 0.5409338778593518, + "TN": 1317134, + "TP": 45829, + "n_pred": 83104, + "n_ref": 47447 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9697, + "IoU": 0.0, + "TN": 1392159, + "TP": 0, + "n_pred": 9697, + "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": 66, + "IoU": 0.0, + "TN": 1401790, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6927, + "IoU": 0.0, + "TN": 1394929, + "TP": 0, + "n_pred": 6927, + "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": 77, + "IoU": 0.0, + "TN": 1401779, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.8862679022746419, + "FN": 105, + "FP": 30, + "IoU": 0.7957639939485628, + "TN": 1401195, + "TP": 526, + "n_pred": 556, + "n_ref": 631 + }, + "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": 0.01090146750524109, + "FN": 2359, + "FP": 0, + "IoU": 0.0054806070826306915, + "TN": 1399484, + "TP": 13, + "n_pred": 13, + "n_ref": 2372 + }, + "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": 0.0, + "FN": 35910, + "FP": 0, + "IoU": 0.0, + "TN": 1365946, + "TP": 0, + "n_pred": 0, + "n_ref": 35910 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.914207484027989, + "FN": 117, + "FP": 2139, + "IoU": 0.8419725413281031, + "TN": 1387580, + "TP": 12020, + "n_pred": 14159, + "n_ref": 12137 + }, + "10": { + "Dice": 0.6190922340204039, + "FN": 5978, + "FP": 1340, + "IoU": 0.4483226535996985, + "TN": 1388591, + "TP": 5947, + "n_pred": 7287, + "n_ref": 11925 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 1401769, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7820961326496382, + "FN": 4869, + "FP": 4225, + "IoU": 0.6421657354214213, + "TN": 1376442, + "TP": 16320, + "n_pred": 20545, + "n_ref": 21189 + }, + "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": 5122, + "IoU": 0.0, + "TN": 1396734, + "TP": 0, + "n_pred": 5122, + "n_ref": 0 + }, + "3": { + "Dice": 0.8670736402133862, + "FN": 7019, + "FP": 232, + "IoU": 0.7653398058252427, + "TN": 1370956, + "TP": 23649, + "n_pred": 23881, + "n_ref": 30668 + }, + "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": 0.4698967071848428, + "FN": 3034, + "FP": 6255, + "IoU": 0.30710129792630164, + "TN": 1388450, + "TP": 4117, + "n_pred": 10372, + "n_ref": 7151 + }, + "7": { + "Dice": 0.37195767195767193, + "FN": 173241, + "FP": 61, + "IoU": 0.2284692882677933, + "TN": 1177235, + "TP": 51319, + "n_pred": 51380, + "n_ref": 224560 + }, + "8": { + "Dice": 0.9440445340243785, + "FN": 337, + "FP": 829, + "IoU": 0.8940192692237775, + "TN": 1390854, + "TP": 9836, + "n_pred": 10665, + "n_ref": 10173 + }, + "9": { + "Dice": 0.9382018569543171, + "FN": 279, + "FP": 2390, + "IoU": 0.8835971913297571, + "TN": 1378927, + "TP": 20260, + "n_pred": 22650, + "n_ref": 20539 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 1226586, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "10": { + "Dice": 0.6435350545974079, + "FN": 1237, + "FP": 2256, + "IoU": 0.4744207041829672, + "TN": 1219978, + "TP": 3153, + "n_pred": 5409, + "n_ref": 4390 + }, + "11": { + "Dice": 0.7203324611359089, + "FN": 706, + "FP": 1111, + "IoU": 0.562905941784941, + "TN": 1222467, + "TP": 2340, + "n_pred": 3451, + "n_ref": 3046 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1226620, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "13": { + "Dice": 0.7778913551401869, + "FN": 3687, + "FP": 5439, + "IoU": 0.6365157127494324, + "TN": 1201517, + "TP": 15981, + "n_pred": 21420, + "n_ref": 19668 + }, + "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": 0.9520835445604785, + "FN": 982, + "FP": 1381, + "IoU": 0.9085490924571384, + "TN": 1200785, + "TP": 23476, + "n_pred": 24857, + "n_ref": 24458 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 1226604, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "4": { + "Dice": 0.4062947067238913, + "FN": 3433, + "FP": 302, + "IoU": 0.25493716337522443, + "TN": 1221611, + "TP": 1278, + "n_pred": 1580, + "n_ref": 4711 + }, + "5": { + "Dice": 0.8525270656868794, + "FN": 1473, + "FP": 1156, + "IoU": 0.742960500586625, + "TN": 1216396, + "TP": 7599, + "n_pred": 8755, + "n_ref": 9072 + }, + "6": { + "Dice": 0.9585466788244371, + "FN": 1111, + "FP": 662, + "IoU": 0.9203933189655172, + "TN": 1204352, + "TP": 20499, + "n_pred": 21161, + "n_ref": 21610 + }, + "7": { + "Dice": 0.7274905422446406, + "FN": 3859, + "FP": 463, + "IoU": 0.5716975522743039, + "TN": 1216533, + "TP": 5769, + "n_pred": 6232, + "n_ref": 9628 + }, + "8": { + "Dice": 0.957381115076051, + "FN": 1118, + "FP": 2250, + "IoU": 0.9182464742578343, + "TN": 1185427, + "TP": 37829, + "n_pred": 40079, + "n_ref": 38947 + }, + "9": { + "Dice": 0.716320246343341, + "FN": 4163, + "FP": 259, + "IoU": 0.5580209895052474, + "TN": 1216619, + "TP": 5583, + "n_pred": 5842, + "n_ref": 9746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9046296296296297, + "FN": 136, + "FP": 70, + "IoU": 0.8258664412510567, + "TN": 1575905, + "TP": 977, + "n_pred": 1047, + "n_ref": 1113 + }, + "10": { + "Dice": 0.807313696839191, + "FN": 8264, + "FP": 1758, + "IoU": 0.6768868684914724, + "TN": 1546071, + "TP": 20995, + "n_pred": 22753, + "n_ref": 29259 + }, + "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": 18185, + "FP": 351, + "IoU": 0.0, + "TN": 1558552, + "TP": 0, + "n_pred": 351, + "n_ref": 18185 + }, + "14": { + "Dice": 0.09930341441132808, + "FN": 26133, + "FP": 13304, + "IoU": 0.052245800389320134, + "TN": 1535477, + "TP": 2174, + "n_pred": 15478, + "n_ref": 28307 + }, + "15": { + "Dice": 0.0, + "FN": 25379, + "FP": 0, + "IoU": 0.0, + "TN": 1551709, + "TP": 0, + "n_pred": 0, + "n_ref": 25379 + }, + "2": { + "Dice": 0.7105647726295883, + "FN": 16779, + "FP": 56, + "IoU": 0.5510666666666667, + "TN": 1539588, + "TP": 20665, + "n_pred": 20721, + "n_ref": 37444 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8398, + "IoU": 0.0, + "TN": 1568690, + "TP": 0, + "n_pred": 8398, + "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": 0.950769524902017, + "FN": 1472, + "FP": 1103, + "IoU": 0.9061588921282799, + "TN": 1549648, + "TP": 24865, + "n_pred": 25968, + "n_ref": 26337 + }, + "7": { + "Dice": 0.8481825866441252, + "FN": 471, + "FP": 1325, + "IoU": 0.7363863202700719, + "TN": 1570275, + "TP": 5017, + "n_pred": 6342, + "n_ref": 5488 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 1576984, + "TP": 0, + "n_pred": 104, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 566, + "IoU": 0.0, + "TN": 1576522, + "TP": 0, + "n_pred": 566, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7030231179608772, + "FN": 1499, + "FP": 4, + "IoU": 0.5420475319926874, + "TN": 1573806, + "TP": 1779, + "n_pred": 1783, + "n_ref": 3278 + }, + "10": { + "Dice": 0.8562698917886696, + "FN": 3140, + "FP": 2505, + "IoU": 0.7486642920747997, + "TN": 1554628, + "TP": 16815, + "n_pred": 19320, + "n_ref": 19955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5705549610151353, + "FN": 2264, + "FP": 545, + "IoU": 0.399144385026738, + "TN": 1572413, + "TP": 1866, + "n_pred": 2411, + "n_ref": 4130 + }, + "13": { + "Dice": 0.43322475570032576, + "FN": 850, + "FP": 890, + "IoU": 0.2765072765072765, + "TN": 1574683, + "TP": 665, + "n_pred": 1555, + "n_ref": 1515 + }, + "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": 0.9188146106133701, + "FN": 498, + "FP": 91, + "IoU": 0.8498215196328404, + "TN": 1573166, + "TP": 3333, + "n_pred": 3424, + "n_ref": 3831 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1577082, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.968179032284782, + "FN": 854, + "FP": 1067, + "IoU": 0.9383207577460266, + "TN": 1545943, + "TP": 29224, + "n_pred": 30291, + "n_ref": 30078 + }, + "7": { + "Dice": 0.9711984304454586, + "FN": 2820, + "FP": 1907, + "IoU": 0.9440094758661534, + "TN": 1492663, + "TP": 79698, + "n_pred": 81605, + "n_ref": 82518 + }, + "8": { + "Dice": 0.9429013939081053, + "FN": 257, + "FP": 849, + "IoU": 0.8919710881031452, + "TN": 1566850, + "TP": 9132, + "n_pred": 9981, + "n_ref": 9389 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7015594038080468, + "FN": 2814, + "FP": 4114, + "IoU": 0.5403092031053016, + "TN": 1562017, + "TP": 8143, + "n_pred": 12257, + "n_ref": 10957 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.656934306569343, + "FN": 2265, + "FP": 555, + "IoU": 0.4891304347826087, + "TN": 1571568, + "TP": 2700, + "n_pred": 3255, + "n_ref": 4965 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 6205, + "IoU": 0.0, + "TN": 1570883, + "TP": 0, + "n_pred": 6205, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 9472, + "IoU": 0.0, + "TN": 1567616, + "TP": 0, + "n_pred": 9472, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1154, + "IoU": 0.0, + "TN": 1575934, + "TP": 0, + "n_pred": 1154, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9447082024687751, + "FN": 123, + "FP": 634, + "IoU": 0.8952104097452934, + "TN": 1569864, + "TP": 6467, + "n_pred": 7101, + "n_ref": 6590 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 1577064, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 97, + "IoU": 0.0, + "TN": 1576991, + "TP": 0, + "n_pred": 97, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2564, + "IoU": 0.0, + "TN": 1574524, + "TP": 0, + "n_pred": 2564, + "n_ref": 0 + }, + "7": { + "Dice": 0.9114681544047749, + "FN": 3703, + "FP": 1978, + "IoU": 0.8373371510379385, + "TN": 1542163, + "TP": 29244, + "n_pred": 31222, + "n_ref": 32947 + }, + "8": { + "Dice": 0.9608025999717394, + "FN": 357, + "FP": 1030, + "IoU": 0.9245621668660937, + "TN": 1558702, + "TP": 16999, + "n_pred": 18029, + "n_ref": 17356 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 1577052, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.22764598540145986, + "FN": 339, + "FP": 13205, + "IoU": 0.12844272844272844, + "TN": 1561548, + "TP": 1996, + "n_pred": 15201, + "n_ref": 2335 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 138, + "IoU": 0.0, + "TN": 1576950, + "TP": 0, + "n_pred": 138, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7384452390411866, + "FN": 2053, + "FP": 5847, + "IoU": 0.5853453705647701, + "TN": 1558036, + "TP": 11152, + "n_pred": 16999, + "n_ref": 13205 + }, + "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": 0.6668208973504076, + "FN": 48799, + "FP": 167, + "IoU": 0.5001735295918992, + "TN": 1479122, + "TP": 49000, + "n_pred": 49167, + "n_ref": 97799 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 51737, + "IoU": 0.0, + "TN": 1525351, + "TP": 0, + "n_pred": 51737, + "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": 0.1943459384217678, + "FN": 0, + "FP": 24309, + "IoU": 0.10763187841856026, + "TN": 1549847, + "TP": 2932, + "n_pred": 27241, + "n_ref": 2932 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9447, + "IoU": 0.0, + "TN": 1567641, + "TP": 0, + "n_pred": 9447, + "n_ref": 0 + }, + "8": { + "Dice": 0.894267243682214, + "FN": 3510, + "FP": 448, + "IoU": 0.808755315036722, + "TN": 1556392, + "TP": 16738, + "n_pred": 17186, + "n_ref": 20248 + }, + "9": { + "Dice": 0.5394763966192537, + "FN": 545, + "FP": 3923, + "IoU": 0.36937191249117857, + "TN": 1570003, + "TP": 2617, + "n_pred": 6540, + "n_ref": 3162 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9727049231997646, + "FN": 1276, + "FP": 1322, + "IoU": 0.9468602986295765, + "TN": 1878662, + "TP": 46292, + "n_pred": 47614, + "n_ref": 47568 + }, + "10": { + "Dice": 0.82683044033708, + "FN": 7720, + "FP": 7055, + "IoU": 0.7047834079283888, + "TN": 1877504, + "TP": 35273, + "n_pred": 42328, + "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": 8, + "IoU": 0.0, + "TN": 1927538, + "TP": 0, + "n_pred": 8, + "n_ref": 6 + }, + "13": { + "Dice": 0.8342065235761366, + "FN": 1072, + "FP": 2852, + "IoU": 0.7155697303566251, + "TN": 1913756, + "TP": 9872, + "n_pred": 12724, + "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": 0.275, + "FN": 33, + "FP": 1127, + "IoU": 0.15942028985507245, + "TN": 1926172, + "TP": 220, + "n_pred": 1347, + "n_ref": 253 + }, + "3": { + "Dice": 0.9641038161312419, + "FN": 4643, + "FP": 650, + "IoU": 0.9306954028256059, + "TN": 1851179, + "TP": 71080, + "n_pred": 71730, + "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": 0.0, + "FN": 0, + "FP": 62, + "IoU": 0.0, + "TN": 1927490, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "7": { + "Dice": 0.9374208468696658, + "FN": 3889, + "FP": 657, + "IoU": 0.8822127218551626, + "TN": 1888957, + "TP": 34049, + "n_pred": 34706, + "n_ref": 37938 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 513, + "IoU": 0.0, + "TN": 1927039, + "TP": 0, + "n_pred": 513, + "n_ref": 0 + }, + "9": { + "Dice": 0.9454518151443481, + "FN": 335, + "FP": 1118, + "IoU": 0.8965468138127447, + "TN": 1913507, + "TP": 12592, + "n_pred": 13710, + "n_ref": 12927 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 308, + "IoU": 0.0, + "TN": 1576780, + "TP": 0, + "n_pred": 308, + "n_ref": 0 + }, + "10": { + "Dice": 0.9186749706652225, + "FN": 167, + "FP": 734, + "IoU": 0.8495826377295492, + "TN": 1571098, + "TP": 5089, + "n_pred": 5823, + "n_ref": 5256 + }, + "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": 0.5176299085856592, + "FN": 15094, + "FP": 789, + "IoU": 0.3491907396025405, + "TN": 1552683, + "TP": 8522, + "n_pred": 9311, + "n_ref": 23616 + }, + "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": 0.8514442916093535, + "FN": 1731, + "FP": 3669, + "IoU": 0.7413173652694611, + "TN": 1556213, + "TP": 15475, + "n_pred": 19144, + "n_ref": 17206 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1536, + "IoU": 0.0, + "TN": 1575552, + "TP": 0, + "n_pred": 1536, + "n_ref": 0 + }, + "4": { + "Dice": 0.20358910891089108, + "FN": 1189, + "FP": 1385, + "IoU": 0.11333103685842232, + "TN": 1574185, + "TP": 329, + "n_pred": 1714, + "n_ref": 1518 + }, + "5": { + "Dice": 0.7511288641889545, + "FN": 2733, + "FP": 133, + "IoU": 0.6014462522597691, + "TN": 1569897, + "TP": 4325, + "n_pred": 4458, + "n_ref": 7058 + }, + "6": { + "Dice": 0.9758244359617904, + "FN": 6677, + "FP": 2310, + "IoU": 0.9527901955737197, + "TN": 1386725, + "TP": 181376, + "n_pred": 183686, + "n_ref": 188053 + }, + "7": { + "Dice": 0.263705759888966, + "FN": 3175, + "FP": 8, + "IoU": 0.1518784972022382, + "TN": 1573335, + "TP": 570, + "n_pred": 578, + "n_ref": 3745 + }, + "8": { + "Dice": 0.9573541708716589, + "FN": 571, + "FP": 2387, + "IoU": 0.9181969026548673, + "TN": 1540928, + "TP": 33202, + "n_pred": 35589, + "n_ref": 33773 + }, + "9": { + "Dice": 0.8559462562183766, + "FN": 899, + "FP": 5877, + "IoU": 0.7481696212881407, + "TN": 1550181, + "TP": 20131, + "n_pred": 26008, + "n_ref": 21030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 102, + "IoU": 0.0, + "TN": 1576986, + "TP": 0, + "n_pred": 102, + "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": 0.6897047201666786, + "FN": 3778, + "FP": 541, + "IoU": 0.5263735058668714, + "TN": 1567969, + "TP": 4800, + "n_pred": 5341, + "n_ref": 8578 + }, + "6": { + "Dice": 0.9086387273138347, + "FN": 475, + "FP": 3970, + "IoU": 0.8325737315906437, + "TN": 1550539, + "TP": 22104, + "n_pred": 26074, + "n_ref": 22579 + }, + "7": { + "Dice": 0.39950797054472315, + "FN": 3886, + "FP": 32239, + "IoU": 0.24961572016118982, + "TN": 1528946, + "TP": 12017, + "n_pred": 44256, + "n_ref": 15903 + }, + "8": { + "Dice": 0.941665411835567, + "FN": 3517, + "FP": 357, + "IoU": 0.8897615388993227, + "TN": 1541946, + "TP": 31268, + "n_pred": 31625, + "n_ref": 34785 + }, + "9": { + "Dice": 0.794732441471572, + "FN": 2901, + "FP": 45, + "IoU": 0.6593825875823794, + "TN": 1568439, + "TP": 5703, + "n_pred": 5748, + "n_ref": 8604 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9765933446136492, + "FN": 275, + "FP": 223, + "IoU": 0.9542573711766327, + "TN": 1566201, + "TP": 10389, + "n_pred": 10612, + "n_ref": 10664 + }, + "10": { + "Dice": 0.8182196182196182, + "FN": 2106, + "FP": 2703, + "IoU": 0.6923618219037871, + "TN": 1561456, + "TP": 10823, + "n_pred": 13526, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6958507803578227, + "FN": 536, + "FP": 263, + "IoU": 0.5335668417980152, + "TN": 1575375, + "TP": 914, + "n_pred": 1177, + "n_ref": 1450 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 1577062, + "TP": 0, + "n_pred": 26, + "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": 2, + "IoU": 0.0, + "TN": 1577086, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.97408956976732, + "FN": 1053, + "FP": 1418, + "IoU": 0.949487929025532, + "TN": 1528169, + "TP": 46448, + "n_pred": 47866, + "n_ref": 47501 + }, + "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": 0.8233539313871724, + "FN": 509, + "FP": 320, + "IoU": 0.6997464686707715, + "TN": 1574327, + "TP": 1932, + "n_pred": 2252, + "n_ref": 2441 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1401853, + "TP": 0, + "n_pred": 3, + "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": 6, + "IoU": 0.0, + "TN": 1401850, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "14": { + "Dice": 0.009582547530455171, + "FN": 363, + "FP": 19068, + "IoU": 0.004814340588988476, + "TN": 1382331, + "TP": 94, + "n_pred": 19162, + "n_ref": 457 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2034, + "IoU": 0.0, + "TN": 1399822, + "TP": 0, + "n_pred": 2034, + "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": 0.9022276666212967, + "FN": 1544, + "FP": 611, + "IoU": 0.8218713836997851, + "TN": 1389758, + "TP": 9943, + "n_pred": 10554, + "n_ref": 11487 + }, + "6": { + "Dice": 0.6172839506172839, + "FN": 28, + "FP": 34, + "IoU": 0.44642857142857145, + "TN": 1401744, + "TP": 50, + "n_pred": 84, + "n_ref": 78 + }, + "7": { + "Dice": 0.0, + "FN": 162, + "FP": 6, + "IoU": 0.0, + "TN": 1401688, + "TP": 0, + "n_pred": 6, + "n_ref": 162 + }, + "8": { + "Dice": 0.9715480819168199, + "FN": 1398, + "FP": 629, + "IoU": 0.9446703971611846, + "TN": 1365221, + "TP": 34608, + "n_pred": 35237, + "n_ref": 36006 + }, + "9": { + "Dice": 0.8969516235917826, + "FN": 128, + "FP": 1116, + "IoU": 0.8131571042355061, + "TN": 1395198, + "TP": 5414, + "n_pred": 6530, + "n_ref": 5542 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.523850269208178, + "FN": 1600.0777777777778, + "FP": 1223.926666666667, + "IoU": 0.44413632113634444, + "TN": 1426544.608888889, + "TP": 7533.786666666667, + "n_pred": 8757.713333333335, + "n_ref": 9133.864444444445 + }, + "mean": { + "1": { + "Dice": 0.2923513121660455, + "FN": 1586.5333333333333, + "FP": 293.5, + "IoU": 0.26364093572488057, + "TN": 1428626.3, + "TP": 6396.066666666667, + "n_pred": 6689.566666666667, + "n_ref": 7982.6 + }, + "10": { + "Dice": 0.4734741801130231, + "FN": 1870.1, + "FP": 1849.3333333333333, + "IoU": 0.38528987531303116, + "TN": 1427246.6333333333, + "TP": 5936.333333333333, + "n_pred": 7785.666666666667, + "n_ref": 7806.433333333333 + }, + "11": { + "Dice": 0.2047662709159465, + "FN": 397.46666666666664, + "FP": 51.86666666666667, + "IoU": 0.14788012591976335, + "TN": 1436325.2333333334, + "TP": 127.83333333333333, + "n_pred": 179.7, + "n_ref": 525.3 + }, + "12": { + "Dice": 0.3044427209093684, + "FN": 282.43333333333334, + "FP": 125.16666666666667, + "IoU": 0.2169158288395805, + "TN": 1436283.5666666667, + "TP": 211.23333333333332, + "n_pred": 336.4, + "n_ref": 493.6666666666667 + }, + "13": { + "Dice": 0.5189114482621926, + "FN": 2477.233333333333, + "FP": 1618.6333333333334, + "IoU": 0.41176018984972296, + "TN": 1428859.9666666666, + "TP": 3946.5666666666666, + "n_pred": 5565.2, + "n_ref": 6423.8 + }, + "14": { + "Dice": 0.6318011879123618, + "FN": 1344.6333333333334, + "FP": 348.9, + "IoU": 0.5495124188149438, + "TN": 1431146.1666666667, + "TP": 4062.7, + "n_pred": 4411.6, + "n_ref": 5407.333333333333 + }, + "15": { + "Dice": 0.36110904036652247, + "FN": 988.3333333333334, + "FP": 1023.4, + "IoU": 0.2859886256541285, + "TN": 1431772.8666666667, + "TP": 3117.8, + "n_pred": 4141.2, + "n_ref": 4106.133333333333 + }, + "2": { + "Dice": 0.6511838825670501, + "FN": 2253.0666666666666, + "FP": 373.6, + "IoU": 0.5602625505868907, + "TN": 1429202.8333333333, + "TP": 5072.9, + "n_pred": 5446.5, + "n_ref": 7325.966666666666 + }, + "3": { + "Dice": 0.5576721511715573, + "FN": 765.9333333333333, + "FP": 2147.2, + "IoU": 0.49049555292783736, + "TN": 1426745.1666666667, + "TP": 7244.1, + "n_pred": 9391.3, + "n_ref": 8010.033333333334 + }, + "4": { + "Dice": 0.6827704534943553, + "FN": 1154.2666666666667, + "FP": 460.2, + "IoU": 0.5721794745991113, + "TN": 1432951.9333333333, + "TP": 2336.0, + "n_pred": 2796.2, + "n_ref": 3490.266666666667 + }, + "5": { + "Dice": 0.6750947678767295, + "FN": 289.9, + "FP": 261.43333333333334, + "IoU": 0.5563097811643098, + "TN": 1435149.5666666667, + "TP": 1201.5, + "n_pred": 1462.9333333333334, + "n_ref": 1491.4 + }, + "6": { + "Dice": 0.6808220327633763, + "FN": 4485.766666666666, + "FP": 4165.1, + "IoU": 0.6215149534027504, + "TN": 1375490.2, + "TP": 52761.333333333336, + "n_pred": 56926.433333333334, + "n_ref": 57247.1 + }, + "7": { + "Dice": 0.42688429748206225, + "FN": 3695.9666666666667, + "FP": 4246.366666666667, + "IoU": 0.368522503768904, + "TN": 1419134.2333333334, + "TP": 9825.833333333334, + "n_pred": 14072.2, + "n_ref": 13521.8 + }, + "8": { + "Dice": 0.7124967995201236, + "FN": 681.6, + "FP": 347.5, + "IoU": 0.6413804323000062, + "TN": 1431161.7333333334, + "TP": 4711.566666666667, + "n_pred": 5059.066666666667, + "n_ref": 5393.166666666667 + }, + "9": { + "Dice": 0.6839734926019556, + "FN": 1727.9333333333334, + "FP": 1046.7, + "IoU": 0.5903915681793067, + "TN": 1428072.7333333334, + "TP": 6055.033333333334, + "n_pred": 7101.733333333334, + "n_ref": 7782.966666666666 + } + }, + "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": 0.6706081081081081, + "FN": 161, + "FP": 229, + "IoU": 0.5044472681067345, + "TN": 1401069, + "TP": 397, + "n_pred": 626, + "n_ref": 558 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 30, + "FP": 2, + "IoU": 0.0, + "TN": 1401824, + "TP": 0, + "n_pred": 2, + "n_ref": 30 + }, + "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": 0.8373468525559781, + "FN": 260, + "FP": 510, + "IoU": 0.720203488372093, + "TN": 1399104, + "TP": 1982, + "n_pred": 2492, + "n_ref": 2242 + }, + "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": 0.3137254901960784, + "FN": 34, + "FP": 1, + "IoU": 0.18604651162790697, + "TN": 1401813, + "TP": 8, + "n_pred": 9, + "n_ref": 42 + }, + "6": { + "Dice": 0.9741177786477266, + "FN": 9306, + "FP": 4578, + "IoU": 0.949541534469412, + "TN": 1126699, + "TP": 261273, + "n_pred": 265851, + "n_ref": 270579 + }, + "7": { + "Dice": 0.19047619047619047, + "FN": 84, + "FP": 18, + "IoU": 0.10526315789473684, + "TN": 1401742, + "TP": 12, + "n_pred": 30, + "n_ref": 96 + }, + "8": { + "Dice": 0.944360323983945, + "FN": 2092, + "FP": 223, + "IoU": 0.8945858567460498, + "TN": 1379895, + "TP": 19646, + "n_pred": 19869, + "n_ref": 21738 + }, + "9": { + "Dice": 0.8954396573444192, + "FN": 618, + "FP": 2287, + "IoU": 0.8106751824817519, + "TN": 1386512, + "TP": 12439, + "n_pred": 14726, + "n_ref": 13057 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0001.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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 1577078, + "TP": 0, + "n_pred": 10, + "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": 0.6875, + "FN": 0, + "FP": 10, + "IoU": 0.5238095238095238, + "TN": 1577067, + "TP": 11, + "n_pred": 21, + "n_ref": 11 + }, + "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": 0.8046109510086455, + "FN": 557, + "FP": 121, + "IoU": 0.6730954676952748, + "TN": 1575014, + "TP": 1396, + "n_pred": 1517, + "n_ref": 1953 + }, + "6": { + "Dice": 0.9466155185088171, + "FN": 7326, + "FP": 5310, + "IoU": 0.8986419822406891, + "TN": 1452421, + "TP": 112031, + "n_pred": 117341, + "n_ref": 119357 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 332, + "IoU": 0.0, + "TN": 1576756, + "TP": 0, + "n_pred": 332, + "n_ref": 0 + }, + "8": { + "Dice": 0.7416526767394143, + "FN": 179, + "FP": 1206, + "IoU": 0.589386302994367, + "TN": 1573715, + "TP": 1988, + "n_pred": 3194, + "n_ref": 2167 + }, + "9": { + "Dice": 0.8230509710951035, + "FN": 4651, + "FP": 5052, + "IoU": 0.699308934271282, + "TN": 1544819, + "TP": 22566, + "n_pred": 27618, + "n_ref": 27217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0014.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": 0.8980817907352627, + "FN": 2888, + "FP": 3796, + "IoU": 0.8150167436968976, + "TN": 1365723, + "TP": 29449, + "n_pred": 33245, + "n_ref": 32337 + }, + "15": { + "Dice": 0.8310273031998937, + "FN": 22564, + "FP": 322, + "IoU": 0.7109039462381891, + "TN": 1322692, + "TP": 56278, + "n_pred": 56600, + "n_ref": 78842 + }, + "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": 0.9531723750701853, + "FN": 147, + "FP": 270, + "IoU": 0.9105342201244369, + "TN": 1397195, + "TP": 4244, + "n_pred": 4514, + "n_ref": 4391 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0030.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": 0.8780127559583752, + "FN": 545, + "FP": 1272, + "IoU": 0.7825514600287219, + "TN": 1393500, + "TP": 6539, + "n_pred": 7811, + "n_ref": 7084 + }, + "14": { + "Dice": 0.9330322024005887, + "FN": 1878, + "FP": 761, + "IoU": 0.8744708176758788, + "TN": 1380833, + "TP": 18384, + "n_pred": 19145, + "n_ref": 20262 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9402067053188807, + "FN": 1814, + "FP": 558, + "IoU": 0.88716045858903, + "TN": 1380835, + "TP": 18649, + "n_pred": 19207, + "n_ref": 20463 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1706, + "IoU": 0.0, + "TN": 1400150, + "TP": 0, + "n_pred": 1706, + "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": 0.0, + "FN": 0, + "FP": 102, + "IoU": 0.0, + "TN": 1401754, + "TP": 0, + "n_pred": 102, + "n_ref": 0 + }, + "9": { + "Dice": 0.8259275237273511, + "FN": 1582, + "FP": 32, + "IoU": 0.7034723498070917, + "TN": 1396413, + "TP": 3829, + "n_pred": 3861, + "n_ref": 5411 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9013110502809394, + "FN": 758, + "FP": 612, + "IoU": 0.8203514293207448, + "TN": 1569462, + "TP": 6256, + "n_pred": 6868, + "n_ref": 7014 + }, + "10": { + "Dice": 0.5172540719609828, + "FN": 5494, + "FP": 4998, + "IoU": 0.3488487556631292, + "TN": 1560975, + "TP": 5621, + "n_pred": 10619, + "n_ref": 11115 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1577086, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "12": { + "Dice": 0.15286195286195287, + "FN": 2484, + "FP": 32, + "IoU": 0.08275610645278891, + "TN": 1574345, + "TP": 227, + "n_pred": 259, + "n_ref": 2711 + }, + "13": { + "Dice": 0.578976578976579, + "FN": 8186, + "FP": 3193, + "IoU": 0.4074363380721762, + "TN": 1557885, + "TP": 7824, + "n_pred": 11017, + "n_ref": 16010 + }, + "14": { + "Dice": 0.8958051420838972, + "FN": 2961, + "FP": 196, + "IoU": 0.8112745098039216, + "TN": 1560360, + "TP": 13571, + "n_pred": 13767, + "n_ref": 16532 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 1577077, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "2": { + "Dice": 0.694260809153179, + "FN": 26382, + "FP": 1783, + "IoU": 0.5316994496450127, + "TN": 1516945, + "TP": 31978, + "n_pred": 33761, + "n_ref": 58360 + }, + "3": { + "Dice": 0.695227479056298, + "FN": 3260, + "FP": 23261, + "IoU": 0.5328342434384358, + "TN": 1520318, + "TP": 30249, + "n_pred": 53510, + "n_ref": 33509 + }, + "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": 0.5522303783173348, + "FN": 149, + "FP": 644, + "IoU": 0.38143525741029644, + "TN": 1575806, + "TP": 489, + "n_pred": 1133, + "n_ref": 638 + }, + "7": { + "Dice": 0.9597011546298393, + "FN": 956, + "FP": 824, + "IoU": 0.9225244831338412, + "TN": 1554113, + "TP": 21195, + "n_pred": 22019, + "n_ref": 22151 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 127, + "IoU": 0.0, + "TN": 1576961, + "TP": 0, + "n_pred": 127, + "n_ref": 0 + }, + "9": { + "Dice": 0.7650586701434159, + "FN": 504, + "FP": 397, + "IoU": 0.6195101351351351, + "TN": 1574720, + "TP": 1467, + "n_pred": 1864, + "n_ref": 1971 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9361861672101037, + "FN": 13605, + "FP": 1543, + "IoU": 0.8800281951165424, + "TN": 1450825, + "TP": 111115, + "n_pred": 112658, + "n_ref": 124720 + }, + "10": { + "Dice": 0.6199529411764706, + "FN": 2430, + "FP": 5646, + "IoU": 0.4492259428493487, + "TN": 1562425, + "TP": 6587, + "n_pred": 12233, + "n_ref": 9017 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6020881670533643, + "FN": 508, + "FP": 178, + "IoU": 0.4307053941908714, + "TN": 1575883, + "TP": 519, + "n_pred": 697, + "n_ref": 1027 + }, + "13": { + "Dice": 0.7390313125203555, + "FN": 9113, + "FP": 2105, + "IoU": 0.5860822079551324, + "TN": 1549986, + "TP": 15884, + "n_pred": 17989, + "n_ref": 24997 + }, + "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": 0.9156990148815762, + "FN": 875, + "FP": 1136, + "IoU": 0.8445063017088069, + "TN": 1564155, + "TP": 10922, + "n_pred": 12058, + "n_ref": 11797 + }, + "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": 693, + "IoU": 0.0, + "TN": 1576395, + "TP": 0, + "n_pred": 693, + "n_ref": 0 + }, + "7": { + "Dice": 0.8928224881648975, + "FN": 7212, + "FP": 78, + "IoU": 0.8063950709088011, + "TN": 1539434, + "TP": 30364, + "n_pred": 30442, + "n_ref": 37576 + }, + "8": { + "Dice": 0.9397691942878221, + "FN": 510, + "FP": 633, + "IoU": 0.8863817097415507, + "TN": 1567028, + "TP": 8917, + "n_pred": 9550, + "n_ref": 9427 + }, + "9": { + "Dice": 0.9120276896452264, + "FN": 842, + "FP": 1903, + "IoU": 0.8382820784729587, + "TN": 1560114, + "TP": 14229, + "n_pred": 16132, + "n_ref": 15071 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 102, + "FP": 0, + "IoU": 0.0, + "TN": 1401754, + "TP": 0, + "n_pred": 0, + "n_ref": 102 + }, + "10": { + "Dice": 0.842233462164614, + "FN": 4510, + "FP": 8185, + "IoU": 0.7274639874626994, + "TN": 1355275, + "TP": 33886, + "n_pred": 42071, + "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": 0.8599197778463438, + "FN": 2241, + "FP": 1391, + "IoU": 0.7542625169147497, + "TN": 1387076, + "TP": 11148, + "n_pred": 12539, + "n_ref": 13389 + }, + "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": 0.8759339599903592, + "FN": 1734, + "FP": 2384, + "IoU": 0.7792548914500134, + "TN": 1383201, + "TP": 14537, + "n_pred": 16921, + "n_ref": 16271 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9648983632775067, + "FN": 4030, + "FP": 1501, + "IoU": 0.9321774104548074, + "TN": 1320305, + "TP": 76020, + "n_pred": 77521, + "n_ref": 80050 + }, + "7": { + "Dice": 0.8515115949653972, + "FN": 1271, + "FP": 2398, + "IoU": 0.7414194094016492, + "TN": 1387667, + "TP": 10520, + "n_pred": 12918, + "n_ref": 11791 + }, + "8": { + "Dice": 0.8344974187670817, + "FN": 215, + "FP": 330, + "IoU": 0.7159979155810318, + "TN": 1399937, + "TP": 1374, + "n_pred": 1704, + "n_ref": 1589 + }, + "9": { + "Dice": 0.7333080424886191, + "FN": 1318, + "FP": 1494, + "IoU": 0.5789158430667865, + "TN": 1395178, + "TP": 3866, + "n_pred": 5360, + "n_ref": 5184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2784, + "IoU": 0.0, + "TN": 1223840, + "TP": 0, + "n_pred": 2784, + "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": 0.0, + "FN": 0, + "FP": 269, + "IoU": 0.0, + "TN": 1226355, + "TP": 0, + "n_pred": 269, + "n_ref": 0 + }, + "7": { + "Dice": 0.3682502067365251, + "FN": 50796, + "FP": 389, + "IoU": 0.22567810840657762, + "TN": 1160521, + "TP": 14918, + "n_pred": 15307, + "n_ref": 65714 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9415195010145037, + "FN": 1903, + "FP": 1988, + "IoU": 0.8895010365490018, + "TN": 1541875, + "TP": 31322, + "n_pred": 33310, + "n_ref": 33225 + }, + "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": 0.8721338912133891, + "FN": 5606, + "FP": 506, + "IoU": 0.7732601276153732, + "TN": 1550132, + "TP": 20844, + "n_pred": 21350, + "n_ref": 26450 + }, + "15": { + "Dice": 0.8298083890864356, + "FN": 4594, + "FP": 5505, + "IoU": 0.7091218065036435, + "TN": 1542369, + "TP": 24620, + "n_pred": 30125, + "n_ref": 29214 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9675857814057235, + "FN": 278, + "FP": 405, + "IoU": 0.937206950445895, + "TN": 1566211, + "TP": 10194, + "n_pred": 10599, + "n_ref": 10472 + }, + "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": 142, + "IoU": 0.0, + "TN": 1576946, + "TP": 0, + "n_pred": 142, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0076.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": 1538, + "FP": 5, + "IoU": 0.0, + "TN": 1400313, + "TP": 0, + "n_pred": 5, + "n_ref": 1538 + }, + "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": 0.45996007984031934, + "FN": 13196, + "FP": 332, + "IoU": 0.2986676344030276, + "TN": 1382567, + "TP": 5761, + "n_pred": 6093, + "n_ref": 18957 + }, + "15": { + "Dice": 0.5275729566933223, + "FN": 785, + "FP": 3764, + "IoU": 0.35830159401890255, + "TN": 1394767, + "TP": 2540, + "n_pred": 6304, + "n_ref": 3325 + }, + "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": 0.3574007220216607, + "FN": 1864, + "FP": 3476, + "IoU": 0.2175824175824176, + "TN": 1395031, + "TP": 1485, + "n_pred": 4961, + "n_ref": 3349 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7345795530658223, + "FN": 585, + "FP": 3774, + "IoU": 0.580502357809643, + "TN": 1391465, + "TP": 6032, + "n_pred": 9806, + "n_ref": 6617 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 26894, + "IoU": 0.0, + "TN": 1374962, + "TP": 0, + "n_pred": 26894, + "n_ref": 0 + }, + "8": { + "Dice": 0.8217653843544338, + "FN": 2053, + "FP": 574, + "IoU": 0.697454796729241, + "TN": 1393173, + "TP": 6056, + "n_pred": 6630, + "n_ref": 8109 + }, + "9": { + "Dice": 0.0, + "FN": 254, + "FP": 1, + "IoU": 0.0, + "TN": 1401601, + "TP": 0, + "n_pred": 1, + "n_ref": 254 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8642686095684516, + "FN": 1940, + "FP": 3388, + "IoU": 0.7609797676192185, + "TN": 1379565, + "TP": 16963, + "n_pred": 20351, + "n_ref": 18903 + }, + "11": { + "Dice": 0.0, + "FN": 860, + "FP": 0, + "IoU": 0.0, + "TN": 1400996, + "TP": 0, + "n_pred": 0, + "n_ref": 860 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.43697264126821783, + "FN": 12146, + "FP": 9874, + "IoU": 0.2795681334860134, + "TN": 1371291, + "TP": 8545, + "n_pred": 18419, + "n_ref": 20691 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 159, + "FP": 0, + "IoU": 0.0, + "TN": 1401697, + "TP": 0, + "n_pred": 0, + "n_ref": 159 + }, + "2": { + "Dice": 0.9487146162044137, + "FN": 2445, + "FP": 1501, + "IoU": 0.9024329937691623, + "TN": 1361412, + "TP": 36498, + "n_pred": 37999, + "n_ref": 38943 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1106, + "IoU": 0.0, + "TN": 1400750, + "TP": 0, + "n_pred": 1106, + "n_ref": 0 + }, + "4": { + "Dice": 0.8814680112415275, + "FN": 437, + "FP": 280, + "IoU": 0.7880579367425362, + "TN": 1398473, + "TP": 2666, + "n_pred": 2946, + "n_ref": 3103 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9540280791886266, + "FN": 1406, + "FP": 670, + "IoU": 0.9120972181056018, + "TN": 1378239, + "TP": 21541, + "n_pred": 22211, + "n_ref": 22947 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 307, + "IoU": 0.0, + "TN": 1401549, + "TP": 0, + "n_pred": 307, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7779456193353474, + "FN": 1529, + "FP": 1117, + "IoU": 0.6365883807169345, + "TN": 1394575, + "TP": 4635, + "n_pred": 5752, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4821543556250575, + "FN": 21105, + "FP": 1413, + "IoU": 0.31765704069573647, + "TN": 1368855, + "TP": 10483, + "n_pred": 11896, + "n_ref": 31588 + }, + "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": 0.7144816912307854, + "FN": 7675, + "FP": 442, + "IoU": 0.5557926996114486, + "TN": 1383583, + "TP": 10156, + "n_pred": 10598, + "n_ref": 17831 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 571, + "IoU": 0.0, + "TN": 1401285, + "TP": 0, + "n_pred": 571, + "n_ref": 0 + }, + "15": { + "Dice": 0.28018257511160155, + "FN": 105, + "FP": 14246, + "IoU": 0.16291413905739618, + "TN": 1384712, + "TP": 2793, + "n_pred": 17039, + "n_ref": 2898 + }, + "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": 0.8564600028117532, + "FN": 4084, + "FP": 0, + "IoU": 0.7489550036882223, + "TN": 1385588, + "TP": 12184, + "n_pred": 12184, + "n_ref": 16268 + }, + "7": { + "Dice": 0.8247355467540299, + "FN": 10447, + "FP": 306, + "IoU": 0.7017446537042688, + "TN": 1365803, + "TP": 25300, + "n_pred": 25606, + "n_ref": 35747 + }, + "8": { + "Dice": 0.9044943820224719, + "FN": 346, + "FP": 62, + "IoU": 0.8256410256410256, + "TN": 1399516, + "TP": 1932, + "n_pred": 1994, + "n_ref": 2278 + }, + "9": { + "Dice": 0.9333130560413657, + "FN": 2111, + "FP": 520, + "IoU": 0.8749643570002852, + "TN": 1380814, + "TP": 18411, + "n_pred": 18931, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0124.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": 0.7498075442648191, + "FN": 833, + "FP": 467, + "IoU": 0.5997536945812808, + "TN": 1398608, + "TP": 1948, + "n_pred": 2415, + "n_ref": 2781 + }, + "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": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 1401781, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 0.0, + "FN": 0, + "FP": 3970, + "IoU": 0.0, + "TN": 1397886, + "TP": 0, + "n_pred": 3970, + "n_ref": 0 + }, + "11": { + "Dice": 0.14178373080692583, + "FN": 2626, + "FP": 1, + "IoU": 0.07630098452883263, + "TN": 1399012, + "TP": 217, + "n_pred": 218, + "n_ref": 2843 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 810, + "IoU": 0.0, + "TN": 1401046, + "TP": 0, + "n_pred": 810, + "n_ref": 0 + }, + "13": { + "Dice": 0.7103527231096332, + "FN": 1862, + "FP": 3451, + "IoU": 0.5508116334122422, + "TN": 1390028, + "TP": 6515, + "n_pred": 9966, + "n_ref": 8377 + }, + "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": 0.9578395181659219, + "FN": 205, + "FP": 663, + "IoU": 0.919090231170768, + "TN": 1391128, + "TP": 9860, + "n_pred": 10523, + "n_ref": 10065 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6560297321542996, + "FN": 4365, + "FP": 1003, + "IoU": 0.4881281586726423, + "TN": 1391369, + "TP": 5119, + "n_pred": 6122, + "n_ref": 9484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9770790865452359, + "FN": 1567, + "FP": 3313, + "IoU": 0.955185365450488, + "TN": 1292963, + "TP": 104013, + "n_pred": 107326, + "n_ref": 105580 + }, + "7": { + "Dice": 0.0027842227378190253, + "FN": 27, + "FP": 2122, + "IoU": 0.0013940520446096654, + "TN": 1399704, + "TP": 3, + "n_pred": 2125, + "n_ref": 30 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1401851, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "9": { + "Dice": 0.9257175113337685, + "FN": 1698, + "FP": 2513, + "IoU": 0.8617077175697865, + "TN": 1371406, + "TP": 26239, + "n_pred": 28752, + "n_ref": 27937 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0153.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": 41, + "IoU": 0.0, + "TN": 1401815, + "TP": 0, + "n_pred": 41, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 753, + "IoU": 0.0, + "TN": 1050639, + "TP": 0, + "n_pred": 753, + "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": 0.34951456310679613, + "FN": 67, + "FP": 0, + "IoU": 0.21176470588235294, + "TN": 1051307, + "TP": 18, + "n_pred": 18, + "n_ref": 85 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 1051348, + "TP": 0, + "n_pred": 44, + "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": 158, + "IoU": 0.0, + "TN": 1051234, + "TP": 0, + "n_pred": 158, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7291990274869994, + "FN": 31227, + "FP": 851, + "IoU": 0.5738105677122777, + "TN": 1151357, + "TP": 43189, + "n_pred": 44040, + "n_ref": 74416 + }, + "10": { + "Dice": 0.6706417699670485, + "FN": 3781, + "FP": 417, + "IoU": 0.5044853635505193, + "TN": 1218152, + "TP": 4274, + "n_pred": 4691, + "n_ref": 8055 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3980815347721823, + "FN": 3678, + "FP": 840, + "IoU": 0.24850299401197604, + "TN": 1220612, + "TP": 1494, + "n_pred": 2334, + "n_ref": 5172 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1321, + "IoU": 0.0, + "TN": 1225303, + "TP": 0, + "n_pred": 1321, + "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": 1870, + "IoU": 0.0, + "TN": 1224754, + "TP": 0, + "n_pred": 1870, + "n_ref": 0 + }, + "3": { + "Dice": 0.9369406491359427, + "FN": 7955, + "FP": 4594, + "IoU": 0.8813625018907881, + "TN": 1120848, + "TP": 93227, + "n_pred": 97821, + "n_ref": 101182 + }, + "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": 20245, + "IoU": 0.0, + "TN": 1206379, + "TP": 0, + "n_pred": 20245, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1711, + "IoU": 0.0, + "TN": 1224913, + "TP": 0, + "n_pred": 1711, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8358014283669217, + "FN": 2158, + "FP": 8165, + "IoU": 0.7179199912558749, + "TN": 1365260, + "TP": 26273, + "n_pred": 34438, + "n_ref": 28431 + }, + "11": { + "Dice": 0.0, + "FN": 1452, + "FP": 557, + "IoU": 0.0, + "TN": 1399847, + "TP": 0, + "n_pred": 557, + "n_ref": 1452 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 1401806, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "13": { + "Dice": 0.46576695194206713, + "FN": 6728, + "FP": 6256, + "IoU": 0.3035829221197168, + "TN": 1383212, + "TP": 5660, + "n_pred": 11916, + "n_ref": 12388 + }, + "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": 0.49148314880155736, + "FN": 16470, + "FP": 248, + "IoU": 0.325805540992862, + "TN": 1377059, + "TP": 8079, + "n_pred": 8327, + "n_ref": 24549 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8040, + "IoU": 0.0, + "TN": 1393816, + "TP": 0, + "n_pred": 8040, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 27, + "FP": 4864, + "IoU": 0.0, + "TN": 1396965, + "TP": 0, + "n_pred": 4864, + "n_ref": 27 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8810802962102512, + "FN": 59683, + "FP": 5018, + "IoU": 0.7874383597196989, + "TN": 1097469, + "TP": 239686, + "n_pred": 244704, + "n_ref": 299369 + }, + "7": { + "Dice": 0.5500451919676189, + "FN": 20617, + "FP": 2283, + "IoU": 0.3793533349594818, + "TN": 1364959, + "TP": 13997, + "n_pred": 16280, + "n_ref": 34614 + }, + "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": 2, + "IoU": 0.0, + "TN": 1401854, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0173.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": 145, + "FP": 891, + "IoU": 0.0, + "TN": 1400820, + "TP": 0, + "n_pred": 891, + "n_ref": 145 + }, + "11": { + "Dice": 0.039913232104121475, + "FN": 4388, + "FP": 38, + "IoU": 0.02036299247454626, + "TN": 1397338, + "TP": 92, + "n_pred": 130, + "n_ref": 4480 + }, + "12": { + "Dice": 0.5266524520255863, + "FN": 74, + "FP": 370, + "IoU": 0.35745296671490595, + "TN": 1401165, + "TP": 247, + "n_pred": 617, + "n_ref": 321 + }, + "13": { + "Dice": 0.763399354552933, + "FN": 6975, + "FP": 503, + "IoU": 0.6173370177054549, + "TN": 1382314, + "TP": 12064, + "n_pred": 12567, + "n_ref": 19039 + }, + "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": 0.8291571753986332, + "FN": 15, + "FP": 60, + "IoU": 0.708171206225681, + "TN": 1401599, + "TP": 182, + "n_pred": 242, + "n_ref": 197 + }, + "3": { + "Dice": 0.33089086000771306, + "FN": 3470, + "FP": 0, + "IoU": 0.19824399260628467, + "TN": 1397528, + "TP": 858, + "n_pred": 858, + "n_ref": 4328 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7823257629986334, + "FN": 2154, + "FP": 1191, + "IoU": 0.6424754168448055, + "TN": 1392500, + "TP": 6011, + "n_pred": 7202, + "n_ref": 8165 + }, + "6": { + "Dice": 0.961203062594834, + "FN": 1529, + "FP": 7369, + "IoU": 0.9253040974454975, + "TN": 1282733, + "TP": 110225, + "n_pred": 117594, + "n_ref": 111754 + }, + "7": { + "Dice": 0.9084356721093338, + "FN": 688, + "FP": 2615, + "IoU": 0.8322328321820398, + "TN": 1382168, + "TP": 16385, + "n_pred": 19000, + "n_ref": 17073 + }, + "8": { + "Dice": 0.9643050830744959, + "FN": 873, + "FP": 575, + "IoU": 0.9310705955157804, + "TN": 1380849, + "TP": 19559, + "n_pred": 20134, + "n_ref": 20432 + }, + "9": { + "Dice": 0.7970694594467665, + "FN": 4064, + "FP": 257, + "IoU": 0.6626063871320371, + "TN": 1389049, + "TP": 8486, + "n_pred": 8743, + "n_ref": 12550 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 0.750091722405667, + "FN": 4235, + "FP": 4620, + "IoU": 0.6001174132947977, + "TN": 1379712, + "TP": 13289, + "n_pred": 17909, + "n_ref": 17524 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5931495405179615, + "FN": 420, + "FP": 554, + "IoU": 0.42161520190023755, + "TN": 1400172, + "TP": 710, + "n_pred": 1264, + "n_ref": 1130 + }, + "13": { + "Dice": 0.8606811145510835, + "FN": 1430, + "FP": 1900, + "IoU": 0.7554347826086957, + "TN": 1388240, + "TP": 10286, + "n_pred": 12186, + "n_ref": 11716 + }, + "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": 0.8501026694045175, + "FN": 66, + "FP": 7, + "IoU": 0.7392857142857143, + "TN": 1401576, + "TP": 207, + "n_pred": 214, + "n_ref": 273 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8372220196864747, + "FN": 633, + "FP": 1153, + "IoU": 0.7200188117259758, + "TN": 1395477, + "TP": 4593, + "n_pred": 5746, + "n_ref": 5226 + }, + "6": { + "Dice": 0.9399417667792014, + "FN": 9289, + "FP": 3644, + "IoU": 0.8866888038059525, + "TN": 1287719, + "TP": 101204, + "n_pred": 104848, + "n_ref": 110493 + }, + "7": { + "Dice": 0.9195544898204813, + "FN": 4669, + "FP": 4020, + "IoU": 0.8510882604970008, + "TN": 1343506, + "TP": 49661, + "n_pred": 53681, + "n_ref": 54330 + }, + "8": { + "Dice": 0.9471139233511094, + "FN": 1214, + "FP": 2614, + "IoU": 0.8995407426846871, + "TN": 1363751, + "TP": 34277, + "n_pred": 36891, + "n_ref": 35491 + }, + "9": { + "Dice": 0.9287113994188797, + "FN": 466, + "FP": 589, + "IoU": 0.8669105588495017, + "TN": 1393929, + "TP": 6872, + "n_pred": 7461, + "n_ref": 7338 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 223, + "IoU": 0.0, + "TN": 1752097, + "TP": 0, + "n_pred": 223, + "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": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 1752302, + "TP": 0, + "n_pred": 18, + "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": 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": 0.79050736497545, + "FN": 1191, + "FP": 1369, + "IoU": 0.6535859269282814, + "TN": 1744930, + "TP": 4830, + "n_pred": 6199, + "n_ref": 6021 + }, + "6": { + "Dice": 0.7926829268292683, + "FN": 3486, + "FP": 1206, + "IoU": 0.6565656565656566, + "TN": 1738658, + "TP": 8970, + "n_pred": 10176, + "n_ref": 12456 + }, + "7": { + "Dice": 0.928174172544764, + "FN": 3262, + "FP": 974, + "IoU": 0.8659748149085617, + "TN": 1720714, + "TP": 27370, + "n_pred": 28344, + "n_ref": 30632 + }, + "8": { + "Dice": 0.5587312356882368, + "FN": 9916, + "FP": 490, + "IoU": 0.38766623514181475, + "TN": 1735326, + "TP": 6588, + "n_pred": 7078, + "n_ref": 16504 + }, + "9": { + "Dice": 0.0, + "FN": 371, + "FP": 0, + "IoU": 0.0, + "TN": 1751949, + "TP": 0, + "n_pred": 0, + "n_ref": 371 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1401853, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "10": { + "Dice": 0.9166835187057634, + "FN": 2924, + "FP": 2844, + "IoU": 0.8461825648683965, + "TN": 1364357, + "TP": 31731, + "n_pred": 34575, + "n_ref": 34655 + }, + "11": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 1401835, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5863902179691654, + "FN": 10073, + "FP": 819, + "IoU": 0.41481760060172995, + "TN": 1383243, + "TP": 7721, + "n_pred": 8540, + "n_ref": 17794 + }, + "14": { + "Dice": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 1401772, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "15": { + "Dice": 0.0, + "FN": 153, + "FP": 1337, + "IoU": 0.0, + "TN": 1400366, + "TP": 0, + "n_pred": 1337, + "n_ref": 153 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7789473684210526, + "FN": 147, + "FP": 0, + "IoU": 0.6379310344827587, + "TN": 1401450, + "TP": 259, + "n_pred": 259, + "n_ref": 406 + }, + "4": { + "Dice": 0.9101321585903084, + "FN": 169, + "FP": 35, + "IoU": 0.8350848827809216, + "TN": 1400619, + "TP": 1033, + "n_pred": 1068, + "n_ref": 1202 + }, + "5": { + "Dice": 0.7777221276169488, + "FN": 2114, + "FP": 105, + "IoU": 0.636289132929028, + "TN": 1395755, + "TP": 3882, + "n_pred": 3987, + "n_ref": 5996 + }, + "6": { + "Dice": 0.9518186381891202, + "FN": 6566, + "FP": 1880, + "IoU": 0.9080667457630809, + "TN": 1309985, + "TP": 83425, + "n_pred": 85305, + "n_ref": 89991 + }, + "7": { + "Dice": 0.7660386172531921, + "FN": 461, + "FP": 5549, + "IoU": 0.6207962647485645, + "TN": 1386007, + "TP": 9839, + "n_pred": 15388, + "n_ref": 10300 + }, + "8": { + "Dice": 0.968474525623786, + "FN": 321, + "FP": 101, + "IoU": 0.9388760139049827, + "TN": 1394952, + "TP": 6482, + "n_pred": 6583, + "n_ref": 6803 + }, + "9": { + "Dice": 0.8892786264826695, + "FN": 1366, + "FP": 1033, + "IoU": 0.8006315964431148, + "TN": 1389823, + "TP": 9634, + "n_pred": 10667, + "n_ref": 11000 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1577085, + "TP": 0, + "n_pred": 3, + "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": 0.0, + "FN": 0, + "FP": 3125, + "IoU": 0.0, + "TN": 1573963, + "TP": 0, + "n_pred": 3125, + "n_ref": 0 + }, + "3": { + "Dice": 0.9362604056807593, + "FN": 5659, + "FP": 566, + "IoU": 0.8801594024333899, + "TN": 1525144, + "TP": 45719, + "n_pred": 46285, + "n_ref": 51378 + }, + "4": { + "Dice": 0.7960251661080732, + "FN": 3122, + "FP": 347, + "IoU": 0.6611642899003711, + "TN": 1566850, + "TP": 6769, + "n_pred": 7116, + "n_ref": 9891 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9722011332295326, + "FN": 2422, + "FP": 4059, + "IoU": 0.9459060178616142, + "TN": 1457278, + "TP": 113329, + "n_pred": 117388, + "n_ref": 115751 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 767, + "IoU": 0.0, + "TN": 1576321, + "TP": 0, + "n_pred": 767, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1, + "FP": 35, + "IoU": 0.0, + "TN": 1401820, + "TP": 0, + "n_pred": 35, + "n_ref": 1 + }, + "10": { + "Dice": 0.8484007780860359, + "FN": 5811, + "FP": 3697, + "IoU": 0.7367153102760778, + "TN": 1365743, + "TP": 26605, + "n_pred": 30302, + "n_ref": 32416 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7715935618626367, + "FN": 1309, + "FP": 550, + "IoU": 0.628125625125025, + "TN": 1396857, + "TP": 3140, + "n_pred": 3690, + "n_ref": 4449 + }, + "13": { + "Dice": 0.7902852737085582, + "FN": 172, + "FP": 372, + "IoU": 0.6532823454429573, + "TN": 1400287, + "TP": 1025, + "n_pred": 1397, + "n_ref": 1197 + }, + "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": 0.760314506932357, + "FN": 19615, + "FP": 352, + "IoU": 0.6133124176930823, + "TN": 1350220, + "TP": 31669, + "n_pred": 32021, + "n_ref": 51284 + }, + "3": { + "Dice": 0.6949887446933873, + "FN": 988, + "FP": 19201, + "IoU": 0.5325538319055337, + "TN": 1358666, + "TP": 23001, + "n_pred": 42202, + "n_ref": 23989 + }, + "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": 0.8552261018889525, + "FN": 208, + "FP": 6115, + "IoU": 0.7470698827953118, + "TN": 1376857, + "TP": 18676, + "n_pred": 24791, + "n_ref": 18884 + }, + "7": { + "Dice": 0.8895348440495929, + "FN": 9878, + "FP": 6311, + "IoU": 0.8010470560764892, + "TN": 1320485, + "TP": 65182, + "n_pred": 71493, + "n_ref": 75060 + }, + "8": { + "Dice": 0.964188351920694, + "FN": 115, + "FP": 463, + "IoU": 0.9308529728436415, + "TN": 1393497, + "TP": 7781, + "n_pred": 8244, + "n_ref": 7896 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7015784038943798, + "FN": 32, + "FP": 1991, + "IoU": 0.5403317427857305, + "TN": 1572687, + "TP": 2378, + "n_pred": 4369, + "n_ref": 2410 + }, + "11": { + "Dice": 0.7291054178916422, + "FN": 1276, + "FP": 659, + "IoU": 0.573694646397885, + "TN": 1572549, + "TP": 2604, + "n_pred": 3263, + "n_ref": 3880 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7992227270239203, + "FN": 2531, + "FP": 4805, + "IoU": 0.6655878196654055, + "TN": 1555151, + "TP": 14601, + "n_pred": 19406, + "n_ref": 17132 + }, + "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": 1999, + "IoU": 0.0, + "TN": 1575089, + "TP": 0, + "n_pred": 1999, + "n_ref": 0 + }, + "2": { + "Dice": 0.9690525777339325, + "FN": 319, + "FP": 528, + "IoU": 0.9399631414800114, + "TN": 1562980, + "TP": 13261, + "n_pred": 13789, + "n_ref": 13580 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8641712141882674, + "FN": 2219, + "FP": 967, + "IoU": 0.7608287666091135, + "TN": 1563767, + "TP": 10135, + "n_pred": 11102, + "n_ref": 12354 + }, + "5": { + "Dice": 0.8319571200927133, + "FN": 905, + "FP": 1415, + "IoU": 0.7122659059903261, + "TN": 1569025, + "TP": 5743, + "n_pred": 7158, + "n_ref": 6648 + }, + "6": { + "Dice": 0.9263179289526577, + "FN": 4130, + "FP": 15446, + "IoU": 0.8627488098493293, + "TN": 1434459, + "TP": 123053, + "n_pred": 138499, + "n_ref": 127183 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 800, + "IoU": 0.0, + "TN": 1576287, + "TP": 0, + "n_pred": 800, + "n_ref": 1 + }, + "8": { + "Dice": 0.7382003983718715, + "FN": 300, + "FP": 2723, + "IoU": 0.5850377487989018, + "TN": 1569803, + "TP": 4262, + "n_pred": 6985, + "n_ref": 4562 + }, + "9": { + "Dice": 0.7741775335936982, + "FN": 10826, + "FP": 2820, + "IoU": 0.6315576315576316, + "TN": 1540051, + "TP": 23391, + "n_pred": 26211, + "n_ref": 34217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0274.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": 69, + "IoU": 0.0, + "TN": 1401787, + "TP": 0, + "n_pred": 69, + "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": 0.15691294806144843, + "FN": 4610, + "FP": 0, + "IoU": 0.08513593967056955, + "TN": 1396817, + "TP": 429, + "n_pred": 429, + "n_ref": 5039 + }, + "14": { + "Dice": 0.7895907473309609, + "FN": 13681, + "FP": 4293, + "IoU": 0.6523337008452774, + "TN": 1350157, + "TP": 33725, + "n_pred": 38018, + "n_ref": 47406 + }, + "15": { + "Dice": 0.7538006756756757, + "FN": 457, + "FP": 3041, + "IoU": 0.6048797017960014, + "TN": 1393003, + "TP": 5355, + "n_pred": 8396, + "n_ref": 5812 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9226477301547046, + "FN": 88, + "FP": 217, + "IoU": 0.8564030131826742, + "TN": 1399732, + "TP": 1819, + "n_pred": 2036, + "n_ref": 1907 + }, + "4": { + "Dice": 0.6771874672534842, + "FN": 15100, + "FP": 303, + "IoU": 0.5119300358059508, + "TN": 1370297, + "TP": 16156, + "n_pred": 16459, + "n_ref": 31256 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9176773855735295, + "FN": 2011, + "FP": 14340, + "IoU": 0.8478778631635748, + "TN": 1294370, + "TP": 91135, + "n_pred": 105475, + "n_ref": 93146 + }, + "7": { + "Dice": 0.7662744498777506, + "FN": 461, + "FP": 5657, + "IoU": 0.6211060878181706, + "TN": 1385709, + "TP": 10029, + "n_pred": 15686, + "n_ref": 10490 + }, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0351.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": 0.0, + "FN": 0, + "FP": 4118, + "IoU": 0.0, + "TN": 1572970, + "TP": 0, + "n_pred": 4118, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8478944338661826, + "FN": 1090, + "FP": 2345, + "IoU": 0.7359520332077792, + "TN": 1564079, + "TP": 9574, + "n_pred": 11919, + "n_ref": 10664 + }, + "6": { + "Dice": 0.7582650894752806, + "FN": 2526, + "FP": 3850, + "IoU": 0.6106497313141183, + "TN": 1560712, + "TP": 10000, + "n_pred": 13850, + "n_ref": 12526 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 46055, + "IoU": 0.0, + "TN": 1531033, + "TP": 0, + "n_pred": 46055, + "n_ref": 0 + }, + "8": { + "Dice": 0.9489138576779026, + "FN": 2201, + "FP": 186, + "IoU": 0.9027936145952109, + "TN": 1552532, + "TP": 22169, + "n_pred": 22355, + "n_ref": 24370 + }, + "9": { + "Dice": 0.8277796106895414, + "FN": 4725, + "FP": 495, + "IoU": 0.7061638052350127, + "TN": 1559323, + "TP": 12545, + "n_pred": 13040, + "n_ref": 17270 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0362.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": 5140, + "IoU": 0.0, + "TN": 1221484, + "TP": 0, + "n_pred": 5140, + "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": 10799, + "IoU": 0.0, + "TN": 1215825, + "TP": 0, + "n_pred": 10799, + "n_ref": 0 + }, + "14": { + "Dice": 0.8376068376068376, + "FN": 45, + "FP": 12, + "IoU": 0.7205882352941176, + "TN": 1226420, + "TP": 147, + "n_pred": 159, + "n_ref": 192 + }, + "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": 0.8934637159032424, + "FN": 192, + "FP": 15, + "IoU": 0.8074418604651162, + "TN": 1225549, + "TP": 868, + "n_pred": 883, + "n_ref": 1060 + }, + "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": 14370, + "IoU": 0.0, + "TN": 1212254, + "TP": 0, + "n_pred": 14370, + "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_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0387.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": 0.46625222024866786, + "FN": 1132, + "FP": 70, + "IoU": 0.3039953676896352, + "TN": 1750593, + "TP": 525, + "n_pred": 595, + "n_ref": 1657 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 353, + "IoU": 0.0, + "TN": 1751967, + "TP": 0, + "n_pred": 353, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 54, + "IoU": 0.0, + "TN": 1752266, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + }, + "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": 10, + "IoU": 0.0, + "TN": 1752310, + "TP": 0, + "n_pred": 10, + "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": 0.8093561033955745, + "FN": 5591, + "FP": 147, + "IoU": 0.6797633664471481, + "TN": 1734402, + "TP": 12180, + "n_pred": 12327, + "n_ref": 17771 + }, + "5": { + "Dice": 0.0898876404494382, + "FN": 19, + "FP": 143, + "IoU": 0.047058823529411764, + "TN": 1752150, + "TP": 8, + "n_pred": 151, + "n_ref": 27 + }, + "6": { + "Dice": 0.8317773866921468, + "FN": 14048, + "FP": 20459, + "IoU": 0.7120024704340786, + "TN": 1632503, + "TP": 85310, + "n_pred": 105769, + "n_ref": 99358 + }, + "7": { + "Dice": 0.0, + "FN": 49, + "FP": 2611, + "IoU": 0.0, + "TN": 1749660, + "TP": 0, + "n_pred": 2611, + "n_ref": 49 + }, + "8": { + "Dice": 0.8359788359788359, + "FN": 113, + "FP": 11, + "IoU": 0.7181818181818181, + "TN": 1751880, + "TP": 316, + "n_pred": 327, + "n_ref": 429 + }, + "9": { + "Dice": 0.5027174960490306, + "FN": 14913, + "FP": 10889, + "IoU": 0.33575326948820927, + "TN": 1713476, + "TP": 13042, + "n_pred": 23931, + "n_ref": 27955 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807425/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.4829842266014818, + "FN": 2089.8951111111114, + "FP": 1749.3106666666667, + "IoU": 0.4069736168008222, + "TN": 1449100.5924444445, + "TP": 7326.868444444444, + "n_pred": 9076.179111111109, + "n_ref": 9416.763555555557 + }, + "mean": { + "1": { + "Dice": 0.4435295373902736, + "FN": 3043.5933333333332, + "FP": 550.52, + "IoU": 0.39113518370896333, + "TN": 1451096.0466666666, + "TP": 5576.506666666666, + "n_pred": 6127.026666666667, + "n_ref": 8620.1 + }, + "10": { + "Dice": 0.5139931297133025, + "FN": 1811.8800000000003, + "FP": 1760.2400000000002, + "IoU": 0.41371395730751975, + "TN": 1451938.2333333332, + "TP": 4756.3133333333335, + "n_pred": 6516.553333333334, + "n_ref": 6568.193333333334 + }, + "11": { + "Dice": 0.32492470927019446, + "FN": 177.41333333333333, + "FP": 121.82666666666667, + "IoU": 0.2420508452892042, + "TN": 1459786.3733333333, + "TP": 181.05333333333334, + "n_pred": 302.88, + "n_ref": 358.46666666666664 + }, + "12": { + "Dice": 0.2635771357121718, + "FN": 265.22, + "FP": 133.01333333333332, + "IoU": 0.1899121917946987, + "TN": 1459638.0799999998, + "TP": 230.35333333333332, + "n_pred": 363.3666666666666, + "n_ref": 495.5733333333334 + }, + "13": { + "Dice": 0.399576257180264, + "FN": 2312.86, + "FP": 1523.6066666666666, + "IoU": 0.3012902350279322, + "TN": 1453172.4866666668, + "TP": 3257.713333333333, + "n_pred": 4781.32, + "n_ref": 5570.573333333333 + }, + "14": { + "Dice": 0.4047653316742375, + "FN": 2095.493333333333, + "FP": 1595.2133333333331, + "IoU": 0.3442060327326358, + "TN": 1452380.2133333334, + "TP": 4195.746666666667, + "n_pred": 5790.960000000001, + "n_ref": 6291.24 + }, + "15": { + "Dice": 0.37957075165784315, + "FN": 1322.0466666666666, + "FP": 1002.64, + "IoU": 0.30616602679758226, + "TN": 1454738.28, + "TP": 3203.7, + "n_pred": 4206.34, + "n_ref": 4525.746666666668 + }, + "2": { + "Dice": 0.5390208605103772, + "FN": 1937.1666666666665, + "FP": 927.2066666666667, + "IoU": 0.47685082761438335, + "TN": 1451030.44, + "TP": 6371.853333333334, + "n_pred": 7299.06, + "n_ref": 8309.02 + }, + "3": { + "Dice": 0.4957773361159547, + "FN": 2139.9333333333334, + "FP": 2035.9666666666665, + "IoU": 0.4428692459568234, + "TN": 1449114.5066666666, + "TP": 6976.26, + "n_pred": 9012.226666666666, + "n_ref": 9116.193333333333 + }, + "4": { + "Dice": 0.4258776885670191, + "FN": 1009.3533333333332, + "FP": 664.3199999999999, + "IoU": 0.3488603119465795, + "TN": 1456393.0133333332, + "TP": 2199.98, + "n_pred": 2864.3, + "n_ref": 3209.333333333333 + }, + "5": { + "Dice": 0.49536372159754255, + "FN": 593.02, + "FP": 249.4, + "IoU": 0.39312193613308727, + "TN": 1458359.613333333, + "TP": 1064.6333333333334, + "n_pred": 1314.0333333333333, + "n_ref": 1657.6533333333332 + }, + "6": { + "Dice": 0.7301185309244074, + "FN": 5590.6466666666665, + "FP": 9089.953333333335, + "IoU": 0.6647784815407267, + "TN": 1397202.6666666665, + "TP": 48383.40000000001, + "n_pred": 57473.35333333333, + "n_ref": 53974.04666666667 + }, + "7": { + "Dice": 0.4550059451777256, + "FN": 6662.38, + "FP": 4792.780000000001, + "IoU": 0.37742652707277297, + "TN": 1437525.8066666669, + "TP": 11285.7, + "n_pred": 16078.480000000001, + "n_ref": 17948.08 + }, + "8": { + "Dice": 0.7461221731493038, + "FN": 1390.8400000000001, + "FP": 796.4200000000001, + "IoU": 0.6798463395608783, + "TN": 1450073.4866666668, + "TP": 8005.92, + "n_pred": 8802.34, + "n_ref": 9396.76 + }, + "9": { + "Dice": 0.627540290381611, + "FN": 996.5799999999999, + "FP": 996.5533333333333, + "IoU": 0.5323761095285462, + "TN": 1454059.6400000001, + "TP": 4213.893333333333, + "n_pred": 5210.446666666667, + "n_ref": 5210.473333333333 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_004/summary.json b/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_004/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0a187a0628aa94a4c668408c6efbe03e79b21371 --- /dev/null +++ b/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_004/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7294250020553308, + "FN": 29197.754666666668, + "FP": 29676.13333333334, + "IoU": 0.6143153209257324, + "TN": 96240694.17599998, + "TP": 157392.776, + "n_pred": 187068.9093333333, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8591282967134076, + "FN": 26710.38, + "FP": 25350.44, + "IoU": 0.7784822495389758, + "TN": 96237322.26, + "TP": 167577.76, + "n_pred": 192928.2, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.691980238006451, + "FN": 18968.54, + "FP": 27032.36, + "IoU": 0.5496469974021029, + "TN": 96355705.92, + "TP": 55254.02, + "n_pred": 82286.38, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.5578728663580218, + "FN": 1958.38, + "FP": 477.32, + "IoU": 0.40973344786303406, + "TN": 96452783.14, + "TP": 1742.0, + "n_pred": 2219.32, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.5500097428130628, + "FN": 2315.34, + "FP": 605.86, + "IoU": 0.39759113012793373, + "TN": 96452118.32, + "TP": 1921.32, + "n_pred": 2527.18, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.5909519687553153, + "FN": 24284.9, + "FP": 18936.1, + "IoU": 0.44028124388096296, + "TN": 96380166.6, + "TP": 33573.24, + "n_pred": 52509.34, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7028300607695472, + "FN": 55852.56, + "FP": 18105.4, + "IoU": 0.5964358465632102, + "TN": 96300497.3, + "TP": 82505.58, + "n_pred": 100610.98, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.5989708735122913, + "FN": 15917.44, + "FP": 28563.32, + "IoU": 0.4723337588918881, + "TN": 96374350.48, + "TP": 38129.6, + "n_pred": 66692.92, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.8281558452218809, + "FN": 33354.06, + "FP": 17633.24, + "IoU": 0.7284911603565551, + "TN": 96282485.9, + "TP": 123487.64, + "n_pred": 141120.88, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8341482677112296, + "FN": 21578.48, + "FP": 35874.02, + "IoU": 0.7314962385760434, + "TN": 96257684.24, + "TP": 141824.1, + "n_pred": 177698.12, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6622518241125465, + "FN": 7180.52, + "FP": 8030.36, + "IoU": 0.5594081598999334, + "TN": 96422352.98, + "TP": 19396.98, + "n_pred": 27427.34, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.6625120200926717, + "FN": 7978.28, + "FP": 3144.04, + "IoU": 0.5177184912163634, + "TN": 96436664.64, + "TP": 9173.88, + "n_pred": 12317.92, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9146208289023139, + "FN": 90581.06, + "FP": 162804.64, + "IoU": 0.8509398654903008, + "TN": 94934932.58, + "TP": 1268642.56, + "n_pred": 1431447.2, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.7279251851325245, + "FN": 103713.62, + "FP": 79402.36, + "IoU": 0.5998289269105666, + "TN": 96038633.82, + "TP": 235211.04, + "n_pred": 314613.4, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9137176347718762, + "FN": 14260.68, + "FP": 10579.2, + "IoU": 0.8428647356894199, + "TN": 96314012.46, + "TP": 118108.5, + "n_pred": 128687.7, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8462993779568193, + "FN": 13312.08, + "FP": 8603.34, + "IoU": 0.7394775614786951, + "TN": 96370702.0, + "TP": 64343.42, + "n_pred": 72946.76, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9085366792394735, + "FN": 4169, + "FP": 13654, + "IoU": 0.8324023922365155, + "TN": 119486976, + "TP": 88521, + "n_pred": 102175, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7292576669204656, + "FN": 11642, + "FP": 35651, + "IoU": 0.5738831924747265, + "TN": 119482334, + "TP": 63693, + "n_pred": 99344, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7088366179275271, + "FN": 1316, + "FP": 516, + "IoU": 0.5489906450024619, + "TN": 119589258, + "TP": 2230, + "n_pred": 2746, + "n_ref": 3546 + }, + "12": { + "Dice": 0.6816113638885807, + "FN": 1394, + "FP": 1475, + "IoU": 0.517003367003367, + "TN": 119587380, + "TP": 3071, + "n_pred": 4546, + "n_ref": 4465 + }, + "13": { + "Dice": 0.49221102482590173, + "FN": 26358, + "FP": 28111, + "IoU": 0.3264455656130979, + "TN": 119512452, + "TP": 26399, + "n_pred": 54510, + "n_ref": 52757 + }, + "14": { + "Dice": 0.3762354448896109, + "FN": 189357, + "FP": 3385, + "IoU": 0.2317056642882768, + "TN": 119342450, + "TP": 58128, + "n_pred": 61513, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 166915, + "IoU": 0.0, + "TN": 119393542, + "TP": 0, + "n_pred": 166915, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9507403369324376, + "FN": 5636, + "FP": 8370, + "IoU": 0.9061058672101255, + "TN": 119444152, + "TP": 135162, + "n_pred": 143532, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9464050854888207, + "FN": 6313, + "FP": 12269, + "IoU": 0.8982627691667534, + "TN": 119410673, + "TP": 164065, + "n_pred": 176334, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8012833640521537, + "FN": 24883, + "FP": 1316, + "IoU": 0.6684510250569476, + "TN": 119514300, + "TP": 52821, + "n_pred": 54137, + "n_ref": 77704 + }, + "5": { + "Dice": 0.11198005480225325, + "FN": 59503, + "FP": 16008, + "IoU": 0.05931084313334662, + "TN": 119513048, + "TP": 4761, + "n_pred": 20769, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9634020915716364, + "FN": 28839, + "FP": 58769, + "IoU": 0.929388419307441, + "TN": 118352617, + "TP": 1153095, + "n_pred": 1211864, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 232463, + "IoU": 0.0, + "TN": 119360857, + "TP": 0, + "n_pred": 232463, + "n_ref": 0 + }, + "8": { + "Dice": 0.8229548186876171, + "FN": 51027, + "FP": 50291, + "IoU": 0.699170118321234, + "TN": 119256525, + "TP": 235477, + "n_pred": 285768, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8416412246411961, + "FN": 17540, + "FP": 4660, + "IoU": 0.7265807818311698, + "TN": 119512126, + "TP": 58994, + "n_pred": 63654, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9251753619171481, + "FN": 14989, + "FP": 13087, + "IoU": 0.8607686585668237, + "TN": 72624010, + "TP": 173574, + "n_pred": 186661, + "n_ref": 188563 + }, + "10": { + "Dice": 0.6545600651922946, + "FN": 10618, + "FP": 50424, + "IoU": 0.4865026288117771, + "TN": 72706785, + "TP": 57833, + "n_pred": 108257, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6105904404873477, + "FN": 944, + "FP": 718, + "IoU": 0.43946037099494095, + "TN": 72822695, + "TP": 1303, + "n_pred": 2021, + "n_ref": 2247 + }, + "12": { + "Dice": 0.7079276773296245, + "FN": 838, + "FP": 842, + "IoU": 0.5479009687836384, + "TN": 72821944, + "TP": 2036, + "n_pred": 2878, + "n_ref": 2874 + }, + "13": { + "Dice": 0.6815414265578706, + "FN": 14643, + "FP": 18570, + "IoU": 0.5169228979099094, + "TN": 72756907, + "TP": 35540, + "n_pred": 54110, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8756290524775221, + "FN": 3896, + "FP": 16839, + "IoU": 0.77877239216021, + "TN": 72731933, + "TP": 72992, + "n_pred": 89831, + "n_ref": 76888 + }, + "15": { + "Dice": 0.5230974127938045, + "FN": 10667, + "FP": 47342, + "IoU": 0.3541854536143304, + "TN": 72735837, + "TP": 31814, + "n_pred": 79156, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9412625075702462, + "FN": 12283, + "FP": 3138, + "IoU": 0.8890423870888826, + "TN": 72686679, + "TP": 123560, + "n_pred": 126698, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9437459142674736, + "FN": 3714, + "FP": 11001, + "IoU": 0.8934837999826273, + "TN": 72687512, + "TP": 123433, + "n_pred": 134434, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8600371747211896, + "FN": 3875, + "FP": 3655, + "IoU": 0.7544431762595794, + "TN": 72794995, + "TP": 23135, + "n_pred": 26790, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7354497354497355, + "FN": 2801, + "FP": 1399, + "IoU": 0.5815899581589958, + "TN": 72815622, + "TP": 5838, + "n_pred": 7237, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9396635979281439, + "FN": 52628, + "FP": 95719, + "IoU": 0.8861938495104741, + "TN": 71522154, + "TP": 1155159, + "n_pred": 1250878, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.7400195905105478, + "FN": 84006, + "FP": 24814, + "IoU": 0.5873262670888716, + "TN": 72561965, + "TP": 154875, + "n_pred": 179689, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9314750689545545, + "FN": 3991, + "FP": 3984, + "IoU": 0.8717392003602561, + "TN": 72763482, + "TP": 54203, + "n_pred": 58187, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8528931350129673, + "FN": 14021, + "FP": 8044, + "IoU": 0.7435167211056737, + "TN": 72739631, + "TP": 63964, + "n_pred": 72008, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.933170497936216, + "FN": 18585, + "FP": 15999, + "IoU": 0.8747138095928126, + "TN": 71533448, + "TP": 241456, + "n_pred": 257455, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7679656237411038, + "FN": 22230, + "FP": 20969, + "IoU": 0.6233313278749989, + "TN": 71694801, + "TP": 71488, + "n_pred": 92457, + "n_ref": 93718 + }, + "11": { + "Dice": 0.5465116279069767, + "FN": 1912, + "FP": 506, + "IoU": 0.376, + "TN": 71805613, + "TP": 1457, + "n_pred": 1963, + "n_ref": 3369 + }, + "12": { + "Dice": 0.4963169420664941, + "FN": 4016, + "FP": 1044, + "IoU": 0.3300675228386072, + "TN": 71801935, + "TP": 2493, + "n_pred": 3537, + "n_ref": 6509 + }, + "13": { + "Dice": 0.6917434577509949, + "FN": 24528, + "FP": 10563, + "IoU": 0.5287521486892995, + "TN": 71735024, + "TP": 39373, + "n_pred": 49936, + "n_ref": 63901 + }, + "14": { + "Dice": 0.44894779945876656, + "FN": 370872, + "FP": 546, + "IoU": 0.28944725348515543, + "TN": 71286771, + "TP": 151299, + "n_pred": 151845, + "n_ref": 522171 + }, + "15": { + "Dice": 0.45781232014120116, + "FN": 126971, + "FP": 204, + "IoU": 0.2968590179524181, + "TN": 71628621, + "TP": 53692, + "n_pred": 53896, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9147304606571282, + "FN": 15301, + "FP": 9229, + "IoU": 0.842860162841201, + "TN": 71653385, + "TP": 131573, + "n_pred": 140802, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9219894373294989, + "FN": 13475, + "FP": 15550, + "IoU": 0.8552693909097708, + "TN": 71608943, + "TP": 171520, + "n_pred": 187070, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7003818876159301, + "FN": 1137, + "FP": 9847, + "IoU": 0.5389136092687432, + "TN": 71785666, + "TP": 12838, + "n_pred": 22685, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8170663692136084, + "FN": 1553, + "FP": 2383, + "IoU": 0.6907119283356907, + "TN": 71796762, + "TP": 8790, + "n_pred": 11173, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9378250119884661, + "FN": 43495, + "FP": 116241, + "IoU": 0.8829289171496502, + "TN": 70445052, + "TP": 1204700, + "n_pred": 1320941, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9110872767791934, + "FN": 16828, + "FP": 25782, + "IoU": 0.8366944910739608, + "TN": 71548566, + "TP": 218312, + "n_pred": 244094, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9300719606110339, + "FN": 7564, + "FP": 3514, + "IoU": 0.8692845933285348, + "TN": 71724739, + "TP": 73671, + "n_pred": 77185, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8728115436099138, + "FN": 14149, + "FP": 7420, + "IoU": 0.7743261906754834, + "TN": 71713912, + "TP": 74007, + "n_pred": 81427, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9577634915953996, + "FN": 11208, + "FP": 6695, + "IoU": 0.9189502419767395, + "TN": 135224621, + "TP": 202986, + "n_pred": 209681, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7756625829535341, + "FN": 20207, + "FP": 17350, + "IoU": 0.633536615114407, + "TN": 135343025, + "TP": 64928, + "n_pred": 82278, + "n_ref": 85135 + }, + "11": { + "Dice": 0.3560589869630263, + "FN": 2714, + "FP": 299, + "IoU": 0.21658866354654185, + "TN": 135441664, + "TP": 833, + "n_pred": 1132, + "n_ref": 3547 + }, + "12": { + "Dice": 0.5825059101654846, + "FN": 3044, + "FP": 488, + "IoU": 0.4109406270847232, + "TN": 135439514, + "TP": 2464, + "n_pred": 2952, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7126342560480905, + "FN": 6668, + "FP": 20676, + "IoU": 0.5535600581233979, + "TN": 135384261, + "TP": 33905, + "n_pred": 54581, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9066033109792736, + "FN": 11747, + "FP": 15299, + "IoU": 0.8291622977121417, + "TN": 135287196, + "TP": 131268, + "n_pred": 146567, + "n_ref": 143015 + }, + "15": { + "Dice": 0.5671477419068343, + "FN": 19370, + "FP": 29367, + "IoU": 0.39581732080430415, + "TN": 135364844, + "TP": 31929, + "n_pred": 61296, + "n_ref": 51299 + }, + "2": { + "Dice": 0.8539337868844783, + "FN": 18061, + "FP": 47444, + "IoU": 0.745099870419444, + "TN": 135188527, + "TP": 191478, + "n_pred": 238922, + "n_ref": 209539 + }, + "3": { + "Dice": 0.7781970710401439, + "FN": 65086, + "FP": 27135, + "IoU": 0.6369251968503937, + "TN": 135191510, + "TP": 161779, + "n_pred": 188914, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8707177241211997, + "FN": 2745, + "FP": 7380, + "IoU": 0.771036385427738, + "TN": 135401289, + "TP": 34096, + "n_pred": 41476, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5643337990600787, + "FN": 14715, + "FP": 5865, + "IoU": 0.3930814827921791, + "TN": 135411601, + "TP": 13329, + "n_pred": 19194, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9618665340602863, + "FN": 47255, + "FP": 80809, + "IoU": 0.9265345599754932, + "TN": 133702323, + "TP": 1615123, + "n_pred": 1695932, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.7982530971270414, + "FN": 30537, + "FP": 54601, + "IoU": 0.6642439395672218, + "TN": 135191939, + "TP": 168433, + "n_pred": 223034, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8878529948140325, + "FN": 46692, + "FP": 14680, + "IoU": 0.798323414687045, + "TN": 135141201, + "TP": 242937, + "n_pred": 257617, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8403501686441881, + "FN": 21047, + "FP": 8205, + "IoU": 0.7246585528854752, + "TN": 135339271, + "TP": 76987, + "n_pred": 85192, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8003585852517953, + "FN": 39711, + "FP": 68298, + "IoU": 0.667164850606449, + "TN": 105429493, + "TP": 216503, + "n_pred": 284801, + "n_ref": 256214 + }, + "10": { + "Dice": 0.3686956311471941, + "FN": 29990, + "FP": 74441, + "IoU": 0.22601277737426442, + "TN": 105619079, + "TP": 30495, + "n_pred": 104936, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6642382686950932, + "FN": 919, + "FP": 648, + "IoU": 0.4972730189284568, + "TN": 105750888, + "TP": 1550, + "n_pred": 2198, + "n_ref": 2469 + }, + "12": { + "Dice": 0.5815140345903034, + "FN": 2353, + "FP": 599, + "IoU": 0.40995402758344995, + "TN": 105749002, + "TP": 2051, + "n_pred": 2650, + "n_ref": 4404 + }, + "13": { + "Dice": 0.4698239699509702, + "FN": 50382, + "FP": 18499, + "IoU": 0.3070391645959296, + "TN": 105654604, + "TP": 30520, + "n_pred": 49019, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9313957237920365, + "FN": 22153, + "FP": 3590, + "IoU": 0.8716002214563248, + "TN": 105553514, + "TP": 174748, + "n_pred": 178338, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8073999163063189, + "FN": 4779, + "FP": 6267, + "IoU": 0.6770080996520366, + "TN": 105719806, + "TP": 23153, + "n_pred": 29420, + "n_ref": 27932 + }, + "2": { + "Dice": 0.930027786799466, + "FN": 11144, + "FP": 10185, + "IoU": 0.8692074198988196, + "TN": 105590930, + "TP": 141746, + "n_pred": 151931, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8664785275424569, + "FN": 7657, + "FP": 42826, + "IoU": 0.7644129807826923, + "TN": 105539719, + "TP": 163803, + "n_pred": 206629, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6956962410206383, + "FN": 13398, + "FP": 10621, + "IoU": 0.5333851384167071, + "TN": 105702530, + "TP": 27456, + "n_pred": 38077, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7241538010961884, + "FN": 3711, + "FP": 2882, + "IoU": 0.5675870663081262, + "TN": 105738758, + "TP": 8654, + "n_pred": 11536, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9212969281069002, + "FN": 112172, + "FP": 131196, + "IoU": 0.8540783391763636, + "TN": 104086206, + "TP": 1424431, + "n_pred": 1555627, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.816039345578641, + "FN": 24476, + "FP": 85492, + "IoU": 0.6892453246070636, + "TN": 105400131, + "TP": 243906, + "n_pred": 329398, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9014646567311088, + "FN": 4409, + "FP": 14011, + "IoU": 0.8206059661664021, + "TN": 105651326, + "TP": 84259, + "n_pred": 98270, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7995975499493538, + "FN": 15997, + "FP": 13482, + "IoU": 0.666107895660841, + "TN": 105665716, + "TP": 58810, + "n_pred": 72292, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9204961425016573, + "FN": 13733, + "FP": 27642, + "IoU": 0.8527029673009487, + "TN": 96856985, + "TP": 239520, + "n_pred": 267162, + "n_ref": 253253 + }, + "10": { + "Dice": 0.790364095463061, + "FN": 15541, + "FP": 35933, + "IoU": 0.6533900758886787, + "TN": 96989373, + "TP": 97033, + "n_pred": 132966, + "n_ref": 112574 + }, + "11": { + "Dice": 0.6244740532959326, + "FN": 1780, + "FP": 362, + "IoU": 0.4539892939077237, + "TN": 97133957, + "TP": 1781, + "n_pred": 2143, + "n_ref": 3561 + }, + "12": { + "Dice": 0.739017448335602, + "FN": 1532, + "FP": 577, + "IoU": 0.5860647693817468, + "TN": 97132785, + "TP": 2986, + "n_pred": 3563, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7357540523230034, + "FN": 12563, + "FP": 14254, + "IoU": 0.5819706629670621, + "TN": 97073729, + "TP": 37334, + "n_pred": 51588, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8312318116899154, + "FN": 70948, + "FP": 7633, + "IoU": 0.7112033164521606, + "TN": 96865782, + "TP": 193517, + "n_pred": 201150, + "n_ref": 264465 + }, + "15": { + "Dice": 0.3033736515925897, + "FN": 8690, + "FP": 54145, + "IoU": 0.17880993766091197, + "TN": 97061363, + "TP": 13682, + "n_pred": 67827, + "n_ref": 22372 + }, + "2": { + "Dice": 0.92724661120527, + "FN": 12445, + "FP": 7258, + "IoU": 0.864361390875734, + "TN": 96992619, + "TP": 125558, + "n_pred": 132816, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9295489390698642, + "FN": 11136, + "FP": 11196, + "IoU": 0.8683712623556664, + "TN": 96968221, + "TP": 147327, + "n_pred": 158523, + "n_ref": 158463 + }, + "4": { + "Dice": 0.8958456177968374, + "FN": 2428, + "FP": 3401, + "IoU": 0.8113409068841635, + "TN": 97106983, + "TP": 25068, + "n_pred": 28469, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8092871201254295, + "FN": 2503, + "FP": 3214, + "IoU": 0.6796660503165798, + "TN": 97120033, + "TP": 12130, + "n_pred": 15344, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9151547561019855, + "FN": 49976, + "FP": 218955, + "IoU": 0.84358092663401, + "TN": 95418582, + "TP": 1450367, + "n_pred": 1669322, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9024676712285719, + "FN": 24507, + "FP": 25151, + "IoU": 0.8222697842885316, + "TN": 96858479, + "TP": 229743, + "n_pred": 254894, + "n_ref": 254250 + }, + "8": { + "Dice": 0.930930510327548, + "FN": 8417, + "FP": 9336, + "IoU": 0.8707857808314895, + "TN": 97000488, + "TP": 119639, + "n_pred": 128975, + "n_ref": 128056 + }, + "9": { + "Dice": 0.831940335137641, + "FN": 7563, + "FP": 17089, + "IoU": 0.7122413008206002, + "TN": 97052211, + "TP": 61017, + "n_pred": 78106, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9545913959673185, + "FN": 4448, + "FP": 11636, + "IoU": 0.9131275486780631, + "TN": 130581647, + "TP": 169061, + "n_pred": 180697, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8191452729846578, + "FN": 13018, + "FP": 15344, + "IoU": 0.6936884396060135, + "TN": 130674200, + "TP": 64230, + "n_pred": 79574, + "n_ref": 77248 + }, + "11": { + "Dice": 0.6982142857142857, + "FN": 1703, + "FP": 325, + "IoU": 0.5363511659807956, + "TN": 130762418, + "TP": 2346, + "n_pred": 2671, + "n_ref": 4049 + }, + "12": { + "Dice": 0.5999232834675873, + "FN": 1764, + "FP": 322, + "IoU": 0.4284931506849315, + "TN": 130763142, + "TP": 1564, + "n_pred": 1886, + "n_ref": 3328 + }, + "13": { + "Dice": 0.633373934226553, + "FN": 20807, + "FP": 26149, + "IoU": 0.46345811051693403, + "TN": 130679276, + "TP": 40560, + "n_pred": 66709, + "n_ref": 61367 + }, + "14": { + "Dice": 0.940299199886184, + "FN": 7414, + "FP": 11889, + "IoU": 0.8873251768661421, + "TN": 130595476, + "TP": 152013, + "n_pred": 163902, + "n_ref": 159427 + }, + "15": { + "Dice": 0.7742256964449773, + "FN": 3930, + "FP": 10569, + "IoU": 0.6316217383571737, + "TN": 130727433, + "TP": 24860, + "n_pred": 35429, + "n_ref": 28790 + }, + "2": { + "Dice": 0.8210823047025156, + "FN": 12539, + "FP": 54485, + "IoU": 0.6964712701978117, + "TN": 130545976, + "TP": 153792, + "n_pred": 208277, + "n_ref": 166331 + }, + "3": { + "Dice": 0.7524176627041111, + "FN": 61521, + "FP": 7270, + "IoU": 0.6031006052353726, + "TN": 130593471, + "TP": 104530, + "n_pred": 111800, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6455783197429277, + "FN": 12558, + "FP": 6523, + "IoU": 0.47664499849145614, + "TN": 130730333, + "TP": 17378, + "n_pred": 23901, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6452218913937332, + "FN": 13106, + "FP": 6912, + "IoU": 0.47625650820229715, + "TN": 130728571, + "TP": 18203, + "n_pred": 25115, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9597957923472793, + "FN": 29916, + "FP": 79596, + "IoU": 0.9226993942978874, + "TN": 129350089, + "TP": 1307191, + "n_pred": 1386787, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.8615498800038704, + "FN": 40432, + "FP": 89773, + "IoU": 0.7567743767349241, + "TN": 130231466, + "TP": 405121, + "n_pred": 494894, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8866009298777644, + "FN": 16357, + "FP": 38350, + "IoU": 0.7963011229930594, + "TN": 130498224, + "TP": 213861, + "n_pred": 252211, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8738987735360166, + "FN": 16026, + "FP": 8794, + "IoU": 0.7760392698266605, + "TN": 130655969, + "TP": 86003, + "n_pred": 94797, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7866517046998693, + "FN": 21382, + "FP": 75962, + "IoU": 0.6483313222979271, + "TN": 71959202, + "TP": 179462, + "n_pred": 255424, + "n_ref": 200844 + }, + "10": { + "Dice": 0.4335417574061907, + "FN": 33299, + "FP": 43434, + "IoU": 0.27676560128938615, + "TN": 72129911, + "TP": 29364, + "n_pred": 72798, + "n_ref": 62663 + }, + "11": { + "Dice": 0.02352076442484381, + "FN": 2655, + "FP": 2, + "IoU": 0.01190033469691335, + "TN": 72233319, + "TP": 32, + "n_pred": 34, + "n_ref": 2687 + }, + "12": { + "Dice": 0.49462750716332377, + "FN": 2690, + "FP": 132, + "IoU": 0.32857482750416367, + "TN": 72231805, + "TP": 1381, + "n_pred": 1513, + "n_ref": 4071 + }, + "13": { + "Dice": 0.4008348639171815, + "FN": 46432, + "FP": 25336, + "IoU": 0.2506525779439096, + "TN": 72140234, + "TP": 24006, + "n_pred": 49342, + "n_ref": 70438 + }, + "14": { + "Dice": 0.24885046900864446, + "FN": 54903, + "FP": 59449, + "IoU": 0.14210692154185484, + "TN": 72102714, + "TP": 18942, + "n_pred": 78391, + "n_ref": 73845 + }, + "15": { + "Dice": 0.300193733944406, + "FN": 10729, + "FP": 71268, + "IoU": 0.17660467544987146, + "TN": 72136424, + "TP": 17587, + "n_pred": 88855, + "n_ref": 28316 + }, + "2": { + "Dice": 0.6920667954015628, + "FN": 58125, + "FP": 3429, + "IoU": 0.5291300755790826, + "TN": 72105284, + "TP": 69170, + "n_pred": 72599, + "n_ref": 127295 + }, + "3": { + "Dice": 0.802819437012737, + "FN": 7707, + "FP": 71153, + "IoU": 0.6705917735663056, + "TN": 71996609, + "TP": 160539, + "n_pred": 231692, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 37091, + "IoU": 0.0, + "TN": 72198917, + "TP": 0, + "n_pred": 37091, + "n_ref": 0 + }, + "5": { + "Dice": 0.8098630690718003, + "FN": 213, + "FP": 3550, + "IoU": 0.6804788995499703, + "TN": 72224231, + "TP": 8014, + "n_pred": 11564, + "n_ref": 8227 + }, + "6": { + "Dice": 0.806843762309848, + "FN": 273619, + "FP": 319214, + "IoU": 0.676226412621224, + "TN": 70404997, + "TP": 1238178, + "n_pred": 1557392, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.5713781764874225, + "FN": 94684, + "FP": 272257, + "IoU": 0.3999506146998126, + "TN": 71624490, + "TP": 244577, + "n_pred": 516834, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9311525743977327, + "FN": 4499, + "FP": 4829, + "IoU": 0.8711744558612308, + "TN": 72163600, + "TP": 63080, + "n_pred": 67909, + "n_ref": 67579 + }, + "9": { + "Dice": 0.5834708897521502, + "FN": 26114, + "FP": 7447, + "IoU": 0.4119017996390208, + "TN": 72178941, + "TP": 23506, + "n_pred": 30953, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8623382120341286, + "FN": 11573, + "FP": 13145, + "IoU": 0.7579917170075486, + "TN": 52450983, + "TP": 77419, + "n_pred": 90564, + "n_ref": 88992 + }, + "10": { + "Dice": 0.13407112999383267, + "FN": 43271, + "FP": 7275, + "IoU": 0.0718522191006078, + "TN": 52498661, + "TP": 3913, + "n_pred": 11188, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0018709073900841909, + "FN": 2040, + "FP": 94, + "IoU": 0.0009363295880149813, + "TN": 52550984, + "TP": 2, + "n_pred": 96, + "n_ref": 2042 + }, + "12": { + "Dice": 0.001652892561983471, + "FN": 4062, + "FP": 770, + "IoU": 0.0008271298593879239, + "TN": 52548284, + "TP": 4, + "n_pred": 774, + "n_ref": 4066 + }, + "13": { + "Dice": 0.4434379663324345, + "FN": 13146, + "FP": 8113, + "IoU": 0.2848829386437029, + "TN": 52523392, + "TP": 8469, + "n_pred": 16582, + "n_ref": 21615 + }, + "14": { + "Dice": 0.3799568938667198, + "FN": 40588, + "FP": 9181, + "IoU": 0.23453505183180043, + "TN": 52488102, + "TP": 15249, + "n_pred": 24430, + "n_ref": 55837 + }, + "15": { + "Dice": 0.08050877070375288, + "FN": 21813, + "FP": 57129, + "IoU": 0.041942765601106824, + "TN": 52470722, + "TP": 3456, + "n_pred": 60585, + "n_ref": 25269 + }, + "2": { + "Dice": 0.6380426188683891, + "FN": 67692, + "FP": 8761, + "IoU": 0.46847473181448446, + "TN": 52409283, + "TP": 67384, + "n_pred": 76145, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7765921034696875, + "FN": 14899, + "FP": 58858, + "IoU": 0.6347777431159044, + "TN": 52351169, + "TP": 128194, + "n_pred": 187052, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 1504, + "IoU": 0.0, + "TN": 52549736, + "TP": 0, + "n_pred": 1504, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7192343404042568, + "FN": 1247, + "FP": 2684, + "IoU": 0.5615659156814633, + "TN": 52544154, + "TP": 5035, + "n_pred": 7719, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9130678748077643, + "FN": 69864, + "FP": 63992, + "IoU": 0.840041299401541, + "TN": 51716304, + "TP": 702960, + "n_pred": 766952, + "n_ref": 772824 + }, + "7": { + "Dice": 0.41826335736338194, + "FN": 139483, + "FP": 9562, + "IoU": 0.26443299477855753, + "TN": 52350494, + "TP": 53581, + "n_pred": 63143, + "n_ref": 193064 + }, + "8": { + "Dice": 0.821916025140392, + "FN": 15331, + "FP": 3823, + "IoU": 0.6976718491042538, + "TN": 52489765, + "TP": 44201, + "n_pred": 48024, + "n_ref": 59532 + }, + "9": { + "Dice": 0.7745686421605401, + "FN": 20270, + "FP": 13386, + "IoU": 0.6320783593510866, + "TN": 52461644, + "TP": 57820, + "n_pred": 71206, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9467892492845339, + "FN": 17141, + "FP": 13835, + "IoU": 0.8989551698379095, + "TN": 143830693, + "TP": 275581, + "n_pred": 289416, + "n_ref": 292722 + }, + "10": { + "Dice": 0.7661606667463517, + "FN": 27770, + "FP": 15270, + "IoU": 0.6209565914274895, + "TN": 144023701, + "TP": 70509, + "n_pred": 85779, + "n_ref": 98279 + }, + "11": { + "Dice": 0.44306560955992186, + "FN": 4691, + "FP": 156, + "IoU": 0.28457564575645755, + "TN": 144130475, + "TP": 1928, + "n_pred": 2084, + "n_ref": 6619 + }, + "12": { + "Dice": 0.503199810381607, + "FN": 3523, + "FP": 669, + "IoU": 0.33618368962787015, + "TN": 144130935, + "TP": 2123, + "n_pred": 2792, + "n_ref": 5646 + }, + "13": { + "Dice": 0.771349232763888, + "FN": 26662, + "FP": 19367, + "IoU": 0.6278018565837565, + "TN": 144013582, + "TP": 77639, + "n_pred": 97006, + "n_ref": 104301 + }, + "14": { + "Dice": 0.7684927483948677, + "FN": 152333, + "FP": 2966, + "IoU": 0.6240261658169071, + "TN": 143724192, + "TP": 257759, + "n_pred": 260725, + "n_ref": 410092 + }, + "15": { + "Dice": 0.7512681399144281, + "FN": 5634, + "FP": 5644, + "IoU": 0.6016248675379724, + "TN": 144108940, + "TP": 17032, + "n_pred": 22676, + "n_ref": 22666 + }, + "2": { + "Dice": 0.8554816897004361, + "FN": 6715, + "FP": 37654, + "IoU": 0.7474600292559095, + "TN": 143961559, + "TP": 131322, + "n_pred": 168976, + "n_ref": 138037 + }, + "3": { + "Dice": 0.8467364474098197, + "FN": 43673, + "FP": 3578, + "IoU": 0.7342089720151878, + "TN": 143959475, + "TP": 130524, + "n_pred": 134102, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9239689354107375, + "FN": 3283, + "FP": 4598, + "IoU": 0.858682398508105, + "TN": 144081482, + "TP": 47887, + "n_pred": 52485, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7267326396550846, + "FN": 10725, + "FP": 5374, + "IoU": 0.5707620114115075, + "TN": 144099744, + "TP": 21407, + "n_pred": 26781, + "n_ref": 32132 + }, + "6": { + "Dice": 0.864025718340997, + "FN": 37606, + "FP": 378168, + "IoU": 0.7606032392556932, + "TN": 142400493, + "TP": 1320983, + "n_pred": 1699151, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.8448928563082747, + "FN": 32128, + "FP": 47522, + "IoU": 0.7314411142917834, + "TN": 143840667, + "TP": 216933, + "n_pred": 264455, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8854567980855722, + "FN": 20429, + "FP": 33563, + "IoU": 0.7944571341556266, + "TN": 143874570, + "TP": 208688, + "n_pred": 242251, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8771792774009659, + "FN": 11367, + "FP": 11902, + "IoU": 0.7812282582125195, + "TN": 144030888, + "TP": 83093, + "n_pred": 94995, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9278052169432182, + "FN": 12354, + "FP": 19029, + "IoU": 0.8653327096948605, + "TN": 111545879, + "TP": 201658, + "n_pred": 220687, + "n_ref": 214012 + }, + "10": { + "Dice": 0.5873925834622138, + "FN": 20745, + "FP": 14738, + "IoU": 0.4158215344089562, + "TN": 111718180, + "TP": 25257, + "n_pred": 39995, + "n_ref": 46002 + }, + "11": { + "Dice": 0.5553706784987983, + "FN": 2293, + "FP": 112, + "IoU": 0.3844381878679294, + "TN": 111775013, + "TP": 1502, + "n_pred": 1614, + "n_ref": 3795 + }, + "12": { + "Dice": 0.4822489959839357, + "FN": 3159, + "FP": 64, + "IoU": 0.31773920406435224, + "TN": 111774196, + "TP": 1501, + "n_pred": 1565, + "n_ref": 4660 + }, + "13": { + "Dice": 0.5792039781667023, + "FN": 23125, + "FP": 20201, + "IoU": 0.40766159903751503, + "TN": 111705776, + "TP": 29818, + "n_pred": 50019, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8464068679463683, + "FN": 4229, + "FP": 27617, + "IoU": 0.7337135116603815, + "TN": 111659327, + "TP": 87747, + "n_pred": 115364, + "n_ref": 91976 + }, + "15": { + "Dice": 0.49113181667691436, + "FN": 5540, + "FP": 5219, + "IoU": 0.32549683405429125, + "TN": 111762969, + "TP": 5192, + "n_pred": 10411, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8793667860773845, + "FN": 41105, + "FP": 4221, + "IoU": 0.784705267657816, + "TN": 111568390, + "TP": 165204, + "n_pred": 169425, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7572871645391497, + "FN": 3165, + "FP": 35471, + "IoU": 0.6093822667071075, + "TN": 111680010, + "TP": 60274, + "n_pred": 95745, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8726688963210703, + "FN": 2371, + "FP": 2388, + "IoU": 0.7741016756063986, + "TN": 111757853, + "TP": 16308, + "n_pred": 18696, + "n_ref": 18679 + }, + "5": { + "Dice": 0.5274512649349393, + "FN": 15512, + "FP": 4026, + "IoU": 0.3581893436699297, + "TN": 111748478, + "TP": 10904, + "n_pred": 14930, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9669533473054595, + "FN": 39114, + "FP": 42611, + "IoU": 0.936020986838603, + "TN": 110501548, + "TP": 1195647, + "n_pred": 1238258, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.8375633591408249, + "FN": 54809, + "FP": 16399, + "IoU": 0.7205238803568415, + "TN": 111524129, + "TP": 183583, + "n_pred": 199982, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8507474744438328, + "FN": 50837, + "FP": 28604, + "IoU": 0.7402615661271865, + "TN": 111473070, + "TP": 226409, + "n_pred": 255013, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8192713750603335, + "FN": 20082, + "FP": 6503, + "IoU": 0.6938693259022132, + "TN": 111692078, + "TP": 60257, + "n_pred": 66760, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8004090917106029, + "FN": 29228, + "FP": 38686, + "IoU": 0.6672350433632221, + "TN": 198883785, + "TP": 136176, + "n_pred": 174862, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7034419722577205, + "FN": 21568, + "FP": 13473, + "IoU": 0.5425456919060052, + "TN": 199011275, + "TP": 41559, + "n_pred": 55032, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7088735053492763, + "FN": 1619, + "FP": 694, + "IoU": 0.5490348995905635, + "TN": 199082746, + "TP": 2816, + "n_pred": 3510, + "n_ref": 4435 + }, + "12": { + "Dice": 0.6562173458725182, + "FN": 1451, + "FP": 523, + "IoU": 0.48833592534992226, + "TN": 199084017, + "TP": 1884, + "n_pred": 2407, + "n_ref": 3335 + }, + "13": { + "Dice": 0.3136288707304536, + "FN": 26747, + "FP": 11976, + "IoU": 0.1859785579146521, + "TN": 199040305, + "TP": 8847, + "n_pred": 20823, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6166698207575225, + "FN": 24138, + "FP": 4220, + "IoU": 0.4457864290181363, + "TN": 199036707, + "TP": 22810, + "n_pred": 27030, + "n_ref": 46948 + }, + "15": { + "Dice": 0.793143343258188, + "FN": 45332, + "FP": 3300, + "IoU": 0.6571976372069418, + "TN": 198946009, + "TP": 93234, + "n_pred": 96534, + "n_ref": 138566 + }, + "2": { + "Dice": 0.8939443903460959, + "FN": 14366, + "FP": 12971, + "IoU": 0.8082273463861549, + "TN": 198945326, + "TP": 115212, + "n_pred": 128183, + "n_ref": 129578 + }, + "3": { + "Dice": 0.918338372460332, + "FN": 6554, + "FP": 16971, + "IoU": 0.8490070730799348, + "TN": 198932073, + "TP": 132277, + "n_pred": 149248, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7937317592616938, + "FN": 2026, + "FP": 5819, + "IoU": 0.6580060159553599, + "TN": 199064936, + "TP": 15094, + "n_pred": 20913, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6726912727826573, + "FN": 6818, + "FP": 6076, + "IoU": 0.5068084455324358, + "TN": 199061731, + "TP": 13250, + "n_pred": 19326, + "n_ref": 20068 + }, + "6": { + "Dice": 0.928436448991937, + "FN": 77564, + "FP": 88534, + "IoU": 0.8664315318662337, + "TN": 197844333, + "TP": 1077444, + "n_pred": 1165978, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8547358891501428, + "FN": 20220, + "FP": 25992, + "IoU": 0.7463220763251505, + "TN": 198905707, + "TP": 135956, + "n_pred": 161948, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9058468685248312, + "FN": 9936, + "FP": 12602, + "IoU": 0.8278977068808846, + "TN": 198956918, + "TP": 108419, + "n_pred": 121021, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8971708967185549, + "FN": 12163, + "FP": 8751, + "IoU": 0.8135176103432903, + "TN": 198975725, + "TP": 91236, + "n_pred": 99987, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8560655909970002, + "FN": 13295, + "FP": 44234, + "IoU": 0.7483519896417027, + "TN": 130846583, + "TP": 171080, + "n_pred": 215314, + "n_ref": 184375 + }, + "10": { + "Dice": 0.6316985009780149, + "FN": 12641, + "FP": 69077, + "IoU": 0.46166616160950735, + "TN": 130923394, + "TP": 70080, + "n_pred": 139157, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6125518672199171, + "FN": 1709, + "FP": 1279, + "IoU": 0.44149532710280376, + "TN": 131069842, + "TP": 2362, + "n_pred": 3641, + "n_ref": 4071 + }, + "12": { + "Dice": 0.665361183637946, + "FN": 1577, + "FP": 1499, + "IoU": 0.498532768177372, + "TN": 131069058, + "TP": 3058, + "n_pred": 4557, + "n_ref": 4635 + }, + "13": { + "Dice": 0.5409059083319868, + "FN": 49986, + "FP": 18206, + "IoU": 0.37071352109556677, + "TN": 130966828, + "TP": 40172, + "n_pred": 58378, + "n_ref": 90158 + }, + "14": { + "Dice": 0.47601525009009693, + "FN": 18969, + "FP": 63906, + "IoU": 0.3123490901849501, + "TN": 130954673, + "TP": 37644, + "n_pred": 101550, + "n_ref": 56613 + }, + "15": { + "Dice": 0.5115526182841706, + "FN": 2771, + "FP": 44604, + "IoU": 0.34368203039496836, + "TN": 131003009, + "TP": 24808, + "n_pred": 69412, + "n_ref": 27579 + }, + "2": { + "Dice": 0.8437101129935912, + "FN": 34663, + "FP": 11867, + "IoU": 0.7296700615257694, + "TN": 130903069, + "TP": 125593, + "n_pred": 137460, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7353849412953322, + "FN": 9558, + "FP": 120350, + "IoU": 0.5815089233941112, + "TN": 130764772, + "TP": 180512, + "n_pred": 300862, + "n_ref": 190070 + }, + "4": { + "Dice": 0.7907460866029681, + "FN": 24459, + "FP": 1274, + "IoU": 0.653912365172015, + "TN": 131000838, + "TP": 48621, + "n_pred": 49895, + "n_ref": 73080 + }, + "5": { + "Dice": 0.6037090315306559, + "FN": 6935, + "FP": 3258, + "IoU": 0.4323662081639472, + "TN": 131057235, + "TP": 7764, + "n_pred": 11022, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8452912859756875, + "FN": 45371, + "FP": 475366, + "IoU": 0.7320385441881144, + "TN": 129131864, + "TP": 1422591, + "n_pred": 1897957, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.5397370625944679, + "FN": 195471, + "FP": 796623, + "IoU": 0.3696163538557143, + "TN": 129501398, + "TP": 581700, + "n_pred": 1378323, + "n_ref": 777171 + }, + "8": { + "Dice": 0.919341827459366, + "FN": 9095, + "FP": 11802, + "IoU": 0.8507239854560001, + "TN": 130935203, + "TP": 119092, + "n_pred": 130894, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7163956036574615, + "FN": 22882, + "FP": 10895, + "IoU": 0.5581124571548183, + "TN": 130998754, + "TP": 42661, + "n_pred": 53556, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8614548324414323, + "FN": 6509, + "FP": 60726, + "IoU": 0.7566277184142705, + "TN": 101340936, + "TP": 209029, + "n_pred": 269755, + "n_ref": 215538 + }, + "10": { + "Dice": 0.745839104720445, + "FN": 11900, + "FP": 11220, + "IoU": 0.5946917237873184, + "TN": 101560157, + "TP": 33923, + "n_pred": 45143, + "n_ref": 45823 + }, + "11": { + "Dice": 0.6765913757700205, + "FN": 2323, + "FP": 197, + "IoU": 0.5112490302560124, + "TN": 101612044, + "TP": 2636, + "n_pred": 2833, + "n_ref": 4959 + }, + "12": { + "Dice": 0.6317073170731707, + "FN": 2900, + "FP": 120, + "IoU": 0.46167557932263814, + "TN": 101611590, + "TP": 2590, + "n_pred": 2710, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7405204874185436, + "FN": 6788, + "FP": 30562, + "IoU": 0.5879575491472321, + "TN": 101526554, + "TP": 53296, + "n_pred": 83858, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9006160347598358, + "FN": 1245, + "FP": 12113, + "IoU": 0.8192006280199775, + "TN": 101543317, + "TP": 60525, + "n_pred": 72638, + "n_ref": 61770 + }, + "15": { + "Dice": 0.6499391509771637, + "FN": 6029, + "FP": 23311, + "IoU": 0.48141470915743145, + "TN": 101560623, + "TP": 27237, + "n_pred": 50548, + "n_ref": 33266 + }, + "2": { + "Dice": 0.9089928826801844, + "FN": 21447, + "FP": 8768, + "IoU": 0.8331686093058953, + "TN": 101436089, + "TP": 150896, + "n_pred": 159664, + "n_ref": 172343 + }, + "3": { + "Dice": 0.9184736164442875, + "FN": 11758, + "FP": 16862, + "IoU": 0.8492382898923281, + "TN": 101427364, + "TP": 161216, + "n_pred": 178078, + "n_ref": 172974 + }, + "4": { + "Dice": 0.2596723629496637, + "FN": 2256, + "FP": 77327, + "IoU": 0.1492088945905495, + "TN": 101523660, + "TP": 13957, + "n_pred": 91284, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7177475503931258, + "FN": 9238, + "FP": 7383, + "IoU": 0.5597552577210362, + "TN": 101579446, + "TP": 21133, + "n_pred": 28516, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9168374195347463, + "FN": 149520, + "FP": 101587, + "IoU": 0.8464448791620319, + "TN": 99981911, + "TP": 1384182, + "n_pred": 1485769, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8657887235619406, + "FN": 48162, + "FP": 69548, + "IoU": 0.7633399010816679, + "TN": 101119820, + "TP": 379670, + "n_pred": 449218, + "n_ref": 427832 + }, + "8": { + "Dice": 0.912458400318308, + "FN": 33576, + "FP": 4487, + "IoU": 0.839010112887058, + "TN": 101380769, + "TP": 198368, + "n_pred": 202855, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9009499599414482, + "FN": 6216, + "FP": 10227, + "IoU": 0.8197533570841327, + "TN": 101525975, + "TP": 74782, + "n_pred": 85009, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9414725808954092, + "FN": 20447, + "FP": 3318, + "IoU": 0.8894172828246637, + "TN": 118967305, + "TP": 191142, + "n_pred": 194460, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7127380605514794, + "FN": 13478, + "FP": 40747, + "IoU": 0.5536853368451377, + "TN": 119060717, + "TP": 67270, + "n_pred": 108017, + "n_ref": 80748 + }, + "11": { + "Dice": 0.47444117137411196, + "FN": 2669, + "FP": 364, + "IoU": 0.3109950022716947, + "TN": 119177810, + "TP": 1369, + "n_pred": 1733, + "n_ref": 4038 + }, + "12": { + "Dice": 0.4289855072463768, + "FN": 2729, + "FP": 1014, + "IoU": 0.2730627306273063, + "TN": 119177063, + "TP": 1406, + "n_pred": 2420, + "n_ref": 4135 + }, + "13": { + "Dice": 0.6263760350706283, + "FN": 7356, + "FP": 23326, + "IoU": 0.4560025531462208, + "TN": 119125811, + "TP": 25719, + "n_pred": 49045, + "n_ref": 33075 + }, + "14": { + "Dice": 0.0016512857390169524, + "FN": 65805, + "FP": 9164, + "IoU": 0.0008263251189508337, + "TN": 119107181, + "TP": 62, + "n_pred": 9226, + "n_ref": 65867 + }, + "15": { + "Dice": 0.16192963815595302, + "FN": 9747, + "FP": 103835, + "IoU": 0.08809762755409258, + "TN": 119057657, + "TP": 10973, + "n_pred": 114808, + "n_ref": 20720 + }, + "2": { + "Dice": 0.901837611078775, + "FN": 25374, + "FP": 11223, + "IoU": 0.821224274457889, + "TN": 118977503, + "TP": 168112, + "n_pred": 179335, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9184531987709526, + "FN": 13167, + "FP": 19477, + "IoU": 0.8492033795738115, + "TN": 118965735, + "TP": 183833, + "n_pred": 203310, + "n_ref": 197000 + }, + "4": { + "Dice": 0.775189605502969, + "FN": 10374, + "FP": 8745, + "IoU": 0.6329058023885411, + "TN": 119130130, + "TP": 32963, + "n_pred": 41708, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8573892156560835, + "FN": 3801, + "FP": 830, + "IoU": 0.7503773178094006, + "TN": 119163660, + "TP": 13921, + "n_pred": 14751, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9504606544255895, + "FN": 53258, + "FP": 122459, + "IoU": 0.9055979258265964, + "TN": 117320844, + "TP": 1685651, + "n_pred": 1808110, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.855265683176171, + "FN": 30246, + "FP": 60250, + "IoU": 0.7471302909387609, + "TN": 118824336, + "TP": 267380, + "n_pred": 327630, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9469904156503314, + "FN": 5293, + "FP": 3313, + "IoU": 0.899317945178235, + "TN": 119096735, + "TP": 76871, + "n_pred": 80184, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8611938182333758, + "FN": 18707, + "FP": 2831, + "IoU": 0.7562250996015937, + "TN": 119093860, + "TP": 66814, + "n_pred": 69645, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 58388, + "IoU": 0.0, + "TN": 61274092, + "TP": 0, + "n_pred": 58388, + "n_ref": 0 + }, + "10": { + "Dice": 0.6821153643361806, + "FN": 8554, + "FP": 15562, + "IoU": 0.5175835167033407, + "TN": 61282490, + "TP": 25874, + "n_pred": 41436, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7418161895630736, + "FN": 1156, + "FP": 729, + "IoU": 0.5895928586980187, + "TN": 61327887, + "TP": 2708, + "n_pred": 3437, + "n_ref": 3864 + }, + "12": { + "Dice": 0.3676357483464082, + "FN": 3655, + "FP": 456, + "IoU": 0.2252167357708255, + "TN": 61327174, + "TP": 1195, + "n_pred": 1651, + "n_ref": 4850 + }, + "13": { + "Dice": 0.48135342059767844, + "FN": 29308, + "FP": 21092, + "IoU": 0.31696210765978206, + "TN": 61258692, + "TP": 23388, + "n_pred": 44480, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8720505750328795, + "FN": 57732, + "FP": 4726, + "IoU": 0.7731291454475449, + "TN": 61057178, + "TP": 212844, + "n_pred": 217570, + "n_ref": 270576 + }, + "15": { + "Dice": 0.7867765896661497, + "FN": 25937, + "FP": 13246, + "IoU": 0.6485009957478874, + "TN": 61221006, + "TP": 72291, + "n_pred": 85537, + "n_ref": 98228 + }, + "2": { + "Dice": 0.6983732770396126, + "FN": 70958, + "FP": 6770, + "IoU": 0.5365388284678496, + "TN": 61164768, + "TP": 89984, + "n_pred": 96754, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7645607472035244, + "FN": 4384, + "FP": 72146, + "IoU": 0.618857418908218, + "TN": 61131689, + "TP": 124261, + "n_pred": 196407, + "n_ref": 128645 + }, + "4": { + "Dice": 0.907911642617118, + "FN": 5444, + "FP": 2010, + "IoU": 0.8313536505350799, + "TN": 61288281, + "TP": 36745, + "n_pred": 38755, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7543709499938868, + "FN": 2402, + "FP": 1616, + "IoU": 0.6056144483706322, + "TN": 61322292, + "TP": 6170, + "n_pred": 7786, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9307129991749954, + "FN": 23809, + "FP": 152221, + "IoU": 0.8704052312025744, + "TN": 59974169, + "TP": 1182281, + "n_pred": 1334502, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.33039776408092253, + "FN": 159601, + "FP": 21282, + "IoU": 0.19789010638156349, + "TN": 61106971, + "TP": 44626, + "n_pred": 65908, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9210949883414219, + "FN": 6960, + "FP": 5933, + "IoU": 0.8537313094184649, + "TN": 61244334, + "TP": 75253, + "n_pred": 81186, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8510259782716124, + "FN": 7405, + "FP": 12190, + "IoU": 0.7406833942088825, + "TN": 61256916, + "TP": 55969, + "n_pred": 68159, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9408592486068668, + "FN": 14902, + "FP": 5496, + "IoU": 0.8883231500339444, + "TN": 148924848, + "TP": 162254, + "n_pred": 167750, + "n_ref": 177156 + }, + "10": { + "Dice": 0.7873049586406761, + "FN": 11269, + "FP": 21978, + "IoU": 0.6492192445663643, + "TN": 149012720, + "TP": 61533, + "n_pred": 83511, + "n_ref": 72802 + }, + "11": { + "Dice": 0.739062846990895, + "FN": 940, + "FP": 235, + "IoU": 0.5861218738992603, + "TN": 149104661, + "TP": 1664, + "n_pred": 1899, + "n_ref": 2604 + }, + "12": { + "Dice": 0.34971509971509973, + "FN": 1606, + "FP": 220, + "IoU": 0.21191195511437202, + "TN": 149105183, + "TP": 491, + "n_pred": 711, + "n_ref": 2097 + }, + "13": { + "Dice": 0.6448116033856982, + "FN": 37554, + "FP": 14019, + "IoU": 0.47580956640172384, + "TN": 149009114, + "TP": 46813, + "n_pred": 60832, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8985518881652232, + "FN": 3528, + "FP": 16690, + "IoU": 0.8157913918145705, + "TN": 148997744, + "TP": 89538, + "n_pred": 106228, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7957181557560296, + "FN": 7789, + "FP": 7745, + "IoU": 0.66074080545121, + "TN": 149061712, + "TP": 30254, + "n_pred": 37999, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9076051730515371, + "FN": 23277, + "FP": 3950, + "IoU": 0.8308398672912758, + "TN": 148946546, + "TP": 133727, + "n_pred": 137677, + "n_ref": 157004 + }, + "3": { + "Dice": 0.494374315088547, + "FN": 30537, + "FP": 29906, + "IoU": 0.32835140901413457, + "TN": 149017508, + "TP": 29549, + "n_pred": 59455, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9066351067027352, + "FN": 1702, + "FP": 3268, + "IoU": 0.8292154908766022, + "TN": 149078399, + "TP": 24131, + "n_pred": 27399, + "n_ref": 25833 + }, + "5": { + "Dice": 0.29397754338210275, + "FN": 27668, + "FP": 1382, + "IoU": 0.172317510969286, + "TN": 149072402, + "TP": 6048, + "n_pred": 7430, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9621722951606584, + "FN": 26657, + "FP": 58216, + "IoU": 0.9271021487228511, + "TN": 147943227, + "TP": 1079400, + "n_pred": 1137616, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.6802435456932976, + "FN": 107939, + "FP": 49244, + "IoU": 0.515431118729133, + "TN": 148783123, + "TP": 167194, + "n_pred": 216438, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9269305783913677, + "FN": 20192, + "FP": 12739, + "IoU": 0.8638123123495695, + "TN": 148865694, + "TP": 208875, + "n_pred": 221614, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8512068327540293, + "FN": 17325, + "FP": 7204, + "IoU": 0.7409574299563845, + "TN": 149012809, + "TP": 70162, + "n_pred": 77366, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4691916477257916, + "FN": 326119, + "FP": 101488, + "IoU": 0.30649927342553906, + "TN": 100096208, + "TP": 188985, + "n_pred": 290473, + "n_ref": 515104 + }, + "10": { + "Dice": 0.37027658745617453, + "FN": 15659, + "FP": 61933, + "IoU": 0.22720210350185252, + "TN": 100612396, + "TP": 22812, + "n_pred": 84745, + "n_ref": 38471 + }, + "11": { + "Dice": 0.19015985052937512, + "FN": 3023, + "FP": 878, + "IoU": 0.10506997017664602, + "TN": 100708441, + "TP": 458, + "n_pred": 1336, + "n_ref": 3481 + }, + "12": { + "Dice": 0.3329769033361848, + "FN": 4316, + "FP": 1922, + "IoU": 0.19974342527261066, + "TN": 100705005, + "TP": 1557, + "n_pred": 3479, + "n_ref": 5873 + }, + "13": { + "Dice": 0.024543273666728177, + "FN": 38490, + "FP": 14370, + "IoU": 0.012424100887435778, + "TN": 100659275, + "TP": 665, + "n_pred": 15035, + "n_ref": 39155 + }, + "14": { + "Dice": 0.23474925550923167, + "FN": 129261, + "FP": 31346, + "IoU": 0.1329835187674435, + "TN": 100527559, + "TP": 24634, + "n_pred": 55980, + "n_ref": 153895 + }, + "15": { + "Dice": 0.853802352140963, + "FN": 2377, + "FP": 29434, + "IoU": 0.7448997594226143, + "TN": 100588100, + "TP": 92889, + "n_pred": 122323, + "n_ref": 95266 + }, + "2": { + "Dice": 0.19742851751908547, + "FN": 200196, + "FP": 67777, + "IoU": 0.1095260406801514, + "TN": 100411867, + "TP": 32960, + "n_pred": 100737, + "n_ref": 233156 + }, + "3": { + "Dice": 0.4872736068078496, + "FN": 80909, + "FP": 220106, + "IoU": 0.3221161533247307, + "TN": 100268749, + "TP": 143036, + "n_pred": 363142, + "n_ref": 223945 + }, + "4": { + "Dice": 0.6022586100491316, + "FN": 20081, + "FP": 29544, + "IoU": 0.4308798568741685, + "TN": 100625604, + "TP": 37571, + "n_pred": 67115, + "n_ref": 57652 + }, + "5": { + "Dice": 0.27476951045318787, + "FN": 13299, + "FP": 3456, + "IoU": 0.15926539214210447, + "TN": 100692871, + "TP": 3174, + "n_pred": 6630, + "n_ref": 16473 + }, + "6": { + "Dice": 0.4841500346364118, + "FN": 1203757, + "FP": 659393, + "IoU": 0.3193917905458966, + "TN": 97975322, + "TP": 874328, + "n_pred": 1533721, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.560700410724131, + "FN": 41107, + "FP": 164465, + "IoU": 0.3895647681010087, + "TN": 100376037, + "TP": 131191, + "n_pred": 295656, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9072614229309515, + "FN": 5240, + "FP": 15359, + "IoU": 0.830263927685627, + "TN": 100591441, + "TP": 100760, + "n_pred": 116119, + "n_ref": 106000 + }, + "9": { + "Dice": 0.6915028999380596, + "FN": 40453, + "FP": 14333, + "IoU": 0.5284710985643957, + "TN": 100596612, + "TP": 61402, + "n_pred": 75735, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9338486416962719, + "FN": 3050, + "FP": 7545, + "IoU": 0.8759062532941355, + "TN": 78865321, + "TP": 74784, + "n_pred": 82329, + "n_ref": 77834 + }, + "10": { + "Dice": 0.624657886283328, + "FN": 14637, + "FP": 14574, + "IoU": 0.45418363914944504, + "TN": 78897182, + "TP": 24307, + "n_pred": 38881, + "n_ref": 38944 + }, + "11": { + "Dice": 0.24503496503496502, + "FN": 930, + "FP": 1769, + "IoU": 0.13962384443736053, + "TN": 78947563, + "TP": 438, + "n_pred": 2207, + "n_ref": 1368 + }, + "12": { + "Dice": 0.19778699861687413, + "FN": 2274, + "FP": 46, + "IoU": 0.10974673829623945, + "TN": 78948094, + "TP": 286, + "n_pred": 332, + "n_ref": 2560 + }, + "13": { + "Dice": 0.267541203303996, + "FN": 49024, + "FP": 7817, + "IoU": 0.15442860968135433, + "TN": 78883478, + "TP": 10381, + "n_pred": 18198, + "n_ref": 59405 + }, + "14": { + "Dice": 0.31401258877781146, + "FN": 17940, + "FP": 22820, + "IoU": 0.18624847770967679, + "TN": 78900611, + "TP": 9329, + "n_pred": 32149, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8783526261910387, + "FN": 3348, + "FP": 12100, + "IoU": 0.7830915907271936, + "TN": 78879481, + "TP": 55771, + "n_pred": 67871, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8432143418776538, + "FN": 25053, + "FP": 2863, + "IoU": 0.7289287656334965, + "TN": 78847716, + "TP": 75068, + "n_pred": 77931, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9031745599956476, + "FN": 1673, + "FP": 16124, + "IoU": 0.8234442118629776, + "TN": 78849899, + "TP": 83004, + "n_pred": 99128, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8306723862223012, + "FN": 765, + "FP": 5906, + "IoU": 0.7103846487800642, + "TN": 78927666, + "TP": 16363, + "n_pred": 22269, + "n_ref": 17128 + }, + "5": { + "Dice": 0.3109838578771756, + "FN": 27901, + "FP": 2661, + "IoU": 0.18412130596118423, + "TN": 78913241, + "TP": 6897, + "n_pred": 9558, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9319489515748611, + "FN": 52166, + "FP": 43479, + "IoU": 0.8725696706623126, + "TN": 78200133, + "TP": 654922, + "n_pred": 698401, + "n_ref": 707088 + }, + "7": { + "Dice": 0.5588280930683177, + "FN": 425788, + "FP": 40506, + "IoU": 0.38775949654617337, + "TN": 78189081, + "TP": 295325, + "n_pred": 335831, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8345705381230085, + "FN": 91976, + "FP": 2826, + "IoU": 0.7161055777488965, + "TN": 78616766, + "TP": 239132, + "n_pred": 241958, + "n_ref": 331108 + }, + "9": { + "Dice": 0.6885884995126912, + "FN": 24548, + "FP": 4848, + "IoU": 0.525074318211193, + "TN": 78888804, + "TP": 32500, + "n_pred": 37348, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8358641984299218, + "FN": 4727, + "FP": 51620, + "IoU": 0.71801262129606, + "TN": 104804619, + "TP": 143474, + "n_pred": 195094, + "n_ref": 148201 + }, + "10": { + "Dice": 0.7511831546217335, + "FN": 21522, + "FP": 22010, + "IoU": 0.6015158727252755, + "TN": 104895196, + "TP": 65712, + "n_pred": 87722, + "n_ref": 87234 + }, + "11": { + "Dice": 0.6960118168389956, + "FN": 1975, + "FP": 83, + "IoU": 0.5337562301767105, + "TN": 105000026, + "TP": 2356, + "n_pred": 2439, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7236418295039725, + "FN": 1463, + "FP": 1111, + "IoU": 0.5669582772543742, + "TN": 104998496, + "TP": 3370, + "n_pred": 4481, + "n_ref": 4833 + }, + "13": { + "Dice": 0.7917961550362568, + "FN": 18963, + "FP": 11989, + "IoU": 0.6553498056944336, + "TN": 104914633, + "TP": 58855, + "n_pred": 70844, + "n_ref": 77818 + }, + "14": { + "Dice": 0.929055349610124, + "FN": 1036, + "FP": 9509, + "IoU": 0.8675101456194796, + "TN": 104924849, + "TP": 69046, + "n_pred": 78555, + "n_ref": 70082 + }, + "15": { + "Dice": 0.664831444133667, + "FN": 1779, + "FP": 20989, + "IoU": 0.4979382125294935, + "TN": 104959091, + "TP": 22581, + "n_pred": 43570, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8284027658755468, + "FN": 23332, + "FP": 37741, + "IoU": 0.7070712884489019, + "TN": 104795949, + "TP": 147418, + "n_pred": 185159, + "n_ref": 170750 + }, + "3": { + "Dice": 0.7676470893952886, + "FN": 42765, + "FP": 24296, + "IoU": 0.6229117347713381, + "TN": 104826601, + "TP": 110778, + "n_pred": 135074, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3058, + "IoU": 0.0, + "TN": 105001382, + "TP": 0, + "n_pred": 3058, + "n_ref": 0 + }, + "5": { + "Dice": 0.6330988167572753, + "FN": 10283, + "FP": 12663, + "IoU": 0.4631635589453244, + "TN": 104961697, + "TP": 19797, + "n_pred": 32460, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9479413509433252, + "FN": 27789, + "FP": 104901, + "IoU": 0.9010347016236157, + "TN": 103663667, + "TP": 1208083, + "n_pred": 1312984, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8055335202916848, + "FN": 13799, + "FP": 90633, + "IoU": 0.6743877153324499, + "TN": 104683715, + "TP": 216293, + "n_pred": 306926, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9263469006413365, + "FN": 46171, + "FP": 4716, + "IoU": 0.862799074668234, + "TN": 104633546, + "TP": 320007, + "n_pred": 324723, + "n_ref": 366178 + }, + "9": { + "Dice": 0.887928876199202, + "FN": 10209, + "FP": 10830, + "IoU": 0.7984461220110362, + "TN": 104900056, + "TP": 83345, + "n_pred": 94175, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5911629914176655, + "FN": 223599, + "FP": 45455, + "IoU": 0.41961063474087257, + "TN": 177212713, + "TP": 194521, + "n_pred": 239976, + "n_ref": 418120 + }, + "10": { + "Dice": 0.4006513586420159, + "FN": 47603, + "FP": 25273, + "IoU": 0.2505090811855935, + "TN": 177579054, + "TP": 24358, + "n_pred": 49631, + "n_ref": 71961 + }, + "11": { + "Dice": 0.6135211267605634, + "FN": 2565, + "FP": 179, + "IoU": 0.44250304754164976, + "TN": 177671366, + "TP": 2178, + "n_pred": 2357, + "n_ref": 4743 + }, + "12": { + "Dice": 0.6238733252131546, + "FN": 2637, + "FP": 451, + "IoU": 0.453354576031156, + "TN": 177670639, + "TP": 2561, + "n_pred": 3012, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8174928828238817, + "FN": 15919, + "FP": 11391, + "IoU": 0.691321744241246, + "TN": 177587814, + "TP": 61164, + "n_pred": 72555, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9363543367622484, + "FN": 2560, + "FP": 7457, + "IoU": 0.8803254402523237, + "TN": 177592586, + "TP": 73685, + "n_pred": 81142, + "n_ref": 76245 + }, + "15": { + "Dice": 0.6520957631598822, + "FN": 1583, + "FP": 21450, + "IoU": 0.4837849346690872, + "TN": 177631669, + "TP": 21586, + "n_pred": 43036, + "n_ref": 23169 + }, + "2": { + "Dice": 0.7540820382884975, + "FN": 11392, + "FP": 120994, + "IoU": 0.6052421278625955, + "TN": 177340928, + "TP": 202974, + "n_pred": 323968, + "n_ref": 214366 + }, + "3": { + "Dice": 0.538146009805161, + "FN": 130427, + "FP": 1085, + "IoU": 0.3681256906740979, + "TN": 177468158, + "TP": 76618, + "n_pred": 77703, + "n_ref": 207045 + }, + "4": { + "Dice": 0.7691730055207131, + "FN": 6777, + "FP": 9822, + "IoU": 0.6249237374307988, + "TN": 177632033, + "TP": 27656, + "n_pred": 37478, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6939530062197651, + "FN": 11098, + "FP": 6616, + "IoU": 0.5313384660158214, + "TN": 177638491, + "TP": 20083, + "n_pred": 26699, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8301532784869798, + "FN": 215373, + "FP": 435321, + "IoU": 0.7096256827674842, + "TN": 175435408, + "TP": 1590186, + "n_pred": 2025507, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.7080692538525469, + "FN": 33363, + "FP": 242727, + "IoU": 0.5480705958612833, + "TN": 177065374, + "TP": 334824, + "n_pred": 577551, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8664127262319526, + "FN": 15545, + "FP": 41164, + "IoU": 0.7643105619490542, + "TN": 177435679, + "TP": 183900, + "n_pred": 225064, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9187807705626402, + "FN": 13175, + "FP": 8403, + "IoU": 0.8497636238311738, + "TN": 177532661, + "TP": 122049, + "n_pred": 130452, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9486203951025721, + "FN": 12153, + "FP": 6794, + "IoU": 0.9022625041267746, + "TN": 193811679, + "TP": 174909, + "n_pred": 181703, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8849801512395465, + "FN": 9689, + "FP": 10419, + "IoU": 0.7936900425793875, + "TN": 193908070, + "TP": 77357, + "n_pred": 87776, + "n_ref": 87046 + }, + "11": { + "Dice": 0.677320221266134, + "FN": 1459, + "FP": 116, + "IoU": 0.5120817843866171, + "TN": 194002307, + "TP": 1653, + "n_pred": 1769, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7617198335644938, + "FN": 1204, + "FP": 514, + "IoU": 0.6151433691756273, + "TN": 194001071, + "TP": 2746, + "n_pred": 3260, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7220329081881024, + "FN": 18673, + "FP": 18442, + "IoU": 0.5649855249123876, + "TN": 193920216, + "TP": 48204, + "n_pred": 66646, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8747981624591111, + "FN": 2492, + "FP": 18521, + "IoU": 0.7774588818402296, + "TN": 193911112, + "TP": 73410, + "n_pred": 91931, + "n_ref": 75902 + }, + "15": { + "Dice": 0.6681895120869008, + "FN": 636, + "FP": 19555, + "IoU": 0.5017151600404729, + "TN": 193965014, + "TP": 20330, + "n_pred": 39885, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9525827795245148, + "FN": 8318, + "FP": 4682, + "IoU": 0.909458772400248, + "TN": 193861954, + "TP": 130581, + "n_pred": 135263, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9472188582429354, + "FN": 5890, + "FP": 8449, + "IoU": 0.8997300774803502, + "TN": 193862531, + "TP": 128665, + "n_pred": 137114, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9124918672739102, + "FN": 1394, + "FP": 2372, + "IoU": 0.8390667065510021, + "TN": 193982134, + "TP": 19635, + "n_pred": 22007, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5037227815499883, + "FN": 16513, + "FP": 4683, + "IoU": 0.33665070572403216, + "TN": 193973582, + "TP": 10757, + "n_pred": 15440, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9356093358271732, + "FN": 28836, + "FP": 157859, + "IoU": 0.8790093405735253, + "TN": 192462482, + "TP": 1356358, + "n_pred": 1514217, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.8977612157380884, + "FN": 28778, + "FP": 38001, + "IoU": 0.8144888644426109, + "TN": 193645562, + "TP": 293194, + "n_pred": 331195, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9275372715495597, + "FN": 21597, + "FP": 12747, + "IoU": 0.8648666726998729, + "TN": 193751386, + "TP": 219805, + "n_pred": 232552, + "n_ref": 241402 + }, + "9": { + "Dice": 0.9095584902876295, + "FN": 12119, + "FP": 5043, + "IoU": 0.8341194664604679, + "TN": 193902075, + "TP": 86298, + "n_pred": 91341, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9306391048262525, + "FN": 3297, + "FP": 13272, + "IoU": 0.8702759835584263, + "TN": 99528075, + "TP": 111156, + "n_pred": 124428, + "n_ref": 114453 + }, + "10": { + "Dice": 0.844855447173581, + "FN": 14174, + "FP": 6948, + "IoU": 0.7313850419035265, + "TN": 99577167, + "TP": 57511, + "n_pred": 64459, + "n_ref": 71685 + }, + "11": { + "Dice": 0.5241215008933889, + "FN": 2322, + "FP": 75, + "IoU": 0.35512510088781274, + "TN": 99652083, + "TP": 1320, + "n_pred": 1395, + "n_ref": 3642 + }, + "12": { + "Dice": 0.3021651201522722, + "FN": 2933, + "FP": 0, + "IoU": 0.17797085201793722, + "TN": 99652232, + "TP": 635, + "n_pred": 635, + "n_ref": 3568 + }, + "13": { + "Dice": 0.6811293512418253, + "FN": 17362, + "FP": 8919, + "IoU": 0.5164489420423183, + "TN": 99601450, + "TP": 28069, + "n_pred": 36988, + "n_ref": 45431 + }, + "14": { + "Dice": 0.3857076251430509, + "FN": 35940, + "FP": 22032, + "IoU": 0.23893294123825026, + "TN": 99579628, + "TP": 18200, + "n_pred": 40232, + "n_ref": 54140 + }, + "15": { + "Dice": 0.702696713250876, + "FN": 12580, + "FP": 8885, + "IoU": 0.5416595490263068, + "TN": 99608968, + "TP": 25367, + "n_pred": 34252, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9489311477720134, + "FN": 7017, + "FP": 4579, + "IoU": 0.9028249155709749, + "TN": 99536469, + "TP": 107735, + "n_pred": 112314, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9532761736812917, + "FN": 4343, + "FP": 7368, + "IoU": 0.9107236786936734, + "TN": 99524623, + "TP": 119466, + "n_pred": 126834, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8713487322082427, + "FN": 3081, + "FP": 1592, + "IoU": 0.7720265391745537, + "TN": 99635302, + "TP": 15825, + "n_pred": 17417, + "n_ref": 18906 + }, + "5": { + "Dice": 0.7954981794107912, + "FN": 958, + "FP": 2131, + "IoU": 0.6604375068703968, + "TN": 99646703, + "TP": 6008, + "n_pred": 8139, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9629320716558042, + "FN": 49518, + "FP": 50922, + "IoU": 0.9285139819078596, + "TN": 98250770, + "TP": 1304590, + "n_pred": 1355512, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8989209860141115, + "FN": 16766, + "FP": 17014, + "IoU": 0.8164000717441994, + "TN": 99471813, + "TP": 150207, + "n_pred": 167221, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9606339137913036, + "FN": 4300, + "FP": 3619, + "IoU": 0.9242498158617193, + "TN": 99551259, + "TP": 96622, + "n_pred": 100241, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9216802750322304, + "FN": 9744, + "FP": 4836, + "IoU": 0.8547374713559829, + "TN": 99555430, + "TP": 85790, + "n_pred": 90626, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9050541397108882, + "FN": 76678, + "FP": 1003, + "IoU": 0.8265743289553292, + "TN": 62635599, + "TP": 370240, + "n_pred": 371243, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8353594476962329, + "FN": 12402, + "FP": 10635, + "IoU": 0.7172680412371134, + "TN": 63002040, + "TP": 58443, + "n_pred": 69078, + "n_ref": 70845 + }, + "11": { + "Dice": 0.627177700348432, + "FN": 1745, + "FP": 395, + "IoU": 0.45685279187817257, + "TN": 63079580, + "TP": 1800, + "n_pred": 2195, + "n_ref": 3545 + }, + "12": { + "Dice": 0.6722989439480097, + "FN": 1433, + "FP": 584, + "IoU": 0.5063631913852178, + "TN": 63079434, + "TP": 2069, + "n_pred": 2653, + "n_ref": 3502 + }, + "13": { + "Dice": 0.568368864650471, + "FN": 19861, + "FP": 19316, + "IoU": 0.39700789583044743, + "TN": 63018549, + "TP": 25794, + "n_pred": 45110, + "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": 0.9401847798717775, + "FN": 2620, + "FP": 12821, + "IoU": 0.8871214170315732, + "TN": 62946727, + "TP": 121352, + "n_pred": 134173, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9336617039796378, + "FN": 14425, + "FP": 1656, + "IoU": 0.8755773917753105, + "TN": 62954275, + "TP": 113164, + "n_pred": 114820, + "n_ref": 127589 + }, + "4": { + "Dice": 0.36478266379419594, + "FN": 12272, + "FP": 7778, + "IoU": 0.22307900957104662, + "TN": 63057713, + "TP": 5757, + "n_pred": 13535, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5511274996454404, + "FN": 9182, + "FP": 3478, + "IoU": 0.38038371182458885, + "TN": 63063088, + "TP": 7772, + "n_pred": 11250, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8784492948047268, + "FN": 171677, + "FP": 93437, + "IoU": 0.7832452788229312, + "TN": 61860414, + "TP": 957992, + "n_pred": 1051429, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.7669656438499869, + "FN": 10435, + "FP": 78421, + "IoU": 0.6220148206127328, + "TN": 62848442, + "TP": 146222, + "n_pred": 224643, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9177544276468065, + "FN": 14615, + "FP": 2832, + "IoU": 0.8480094084850597, + "TN": 62968730, + "TP": 97343, + "n_pred": 100175, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8749401389943351, + "FN": 5435, + "FP": 5272, + "IoU": 0.7776831876414526, + "TN": 63035359, + "TP": 37454, + "n_pred": 42726, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9355580095357248, + "FN": 25712, + "FP": 13795, + "IoU": 0.878918736687252, + "TN": 109282533, + "TP": 286778, + "n_pred": 300573, + "n_ref": 312490 + }, + "10": { + "Dice": 0.564622744868892, + "FN": 26086, + "FP": 69286, + "IoU": 0.39336191433332907, + "TN": 109451604, + "TP": 61842, + "n_pred": 131128, + "n_ref": 87928 + }, + "11": { + "Dice": 0.6130880579010857, + "FN": 2433, + "FP": 133, + "IoU": 0.4420526201348119, + "TN": 109604219, + "TP": 2033, + "n_pred": 2166, + "n_ref": 4466 + }, + "12": { + "Dice": 0.481949789261499, + "FN": 2766, + "FP": 61, + "IoU": 0.31747947851279573, + "TN": 109604676, + "TP": 1315, + "n_pred": 1376, + "n_ref": 4081 + }, + "13": { + "Dice": 0.4776728869374314, + "FN": 48142, + "FP": 23234, + "IoU": 0.3137780854316287, + "TN": 109504805, + "TP": 32637, + "n_pred": 55871, + "n_ref": 80779 + }, + "14": { + "Dice": 0.5503419674408465, + "FN": 42641, + "FP": 46050, + "IoU": 0.3796357175832016, + "TN": 109465852, + "TP": 54275, + "n_pred": 100325, + "n_ref": 96916 + }, + "15": { + "Dice": 0.9285145799572334, + "FN": 6709, + "FP": 8201, + "IoU": 0.8665676290025237, + "TN": 109497076, + "TP": 96832, + "n_pred": 105033, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7664964527727446, + "FN": 79117, + "FP": 3101, + "IoU": 0.6213978504526575, + "TN": 109391656, + "TP": 134944, + "n_pred": 138045, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8504410003266669, + "FN": 11382, + "FP": 71028, + "IoU": 0.7397976098384983, + "TN": 109292103, + "TP": 234305, + "n_pred": 305333, + "n_ref": 245687 + }, + "4": { + "Dice": 0.6063147195222667, + "FN": 26430, + "FP": 4555, + "IoU": 0.43504421551645545, + "TN": 109553973, + "TP": 23860, + "n_pred": 28415, + "n_ref": 50290 + }, + "5": { + "Dice": 0.563953488372093, + "FN": 5799, + "FP": 1551, + "IoU": 0.39271255060728744, + "TN": 109596715, + "TP": 4753, + "n_pred": 6304, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7890016499429119, + "FN": 48752, + "FP": 593984, + "IoU": 0.6515299132370553, + "TN": 107764367, + "TP": 1201715, + "n_pred": 1795699, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.6200796088326049, + "FN": 638011, + "FP": 48156, + "IoU": 0.4493589723013119, + "TN": 108362694, + "TP": 559957, + "n_pred": 608113, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9291120040018719, + "FN": 3051, + "FP": 10128, + "IoU": 0.8676089446085227, + "TN": 109509272, + "TP": 86367, + "n_pred": 96495, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7167056902168931, + "FN": 12194, + "FP": 21805, + "IoU": 0.5584889489130717, + "TN": 109531812, + "TP": 43007, + "n_pred": 64812, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8509783704342072, + "FN": 3479, + "FP": 15888, + "IoU": 0.7406112718311368, + "TN": 66992688, + "TP": 55297, + "n_pred": 71185, + "n_ref": 58776 + }, + "10": { + "Dice": 0.6375717238343245, + "FN": 36072, + "FP": 12501, + "IoU": 0.4679671840257621, + "TN": 66976055, + "TP": 42724, + "n_pred": 55225, + "n_ref": 78796 + }, + "11": { + "Dice": 0.15208034433285508, + "FN": 2861, + "FP": 94, + "IoU": 0.08229813664596274, + "TN": 67064132, + "TP": 265, + "n_pred": 359, + "n_ref": 3126 + }, + "12": { + "Dice": 0.3028732925105982, + "FN": 2668, + "FP": 292, + "IoU": 0.1784623924507355, + "TN": 67063749, + "TP": 643, + "n_pred": 935, + "n_ref": 3311 + }, + "13": { + "Dice": 0.45901586741324263, + "FN": 23906, + "FP": 9813, + "IoU": 0.29787189738464104, + "TN": 67019328, + "TP": 14305, + "n_pred": 24118, + "n_ref": 38211 + }, + "14": { + "Dice": 0.6908286540752084, + "FN": 30816, + "FP": 9158, + "IoU": 0.5276839095399012, + "TN": 66982718, + "TP": 44660, + "n_pred": 53818, + "n_ref": 75476 + }, + "15": { + "Dice": 0.19564459734448605, + "FN": 22661, + "FP": 48884, + "IoU": 0.10842908057722503, + "TN": 66987106, + "TP": 8701, + "n_pred": 57585, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9503214738985509, + "FN": 9760, + "FP": 4488, + "IoU": 0.9053452559690685, + "TN": 66916826, + "TP": 136278, + "n_pred": 140766, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9565013233159737, + "FN": 3521, + "FP": 10745, + "IoU": 0.91662916751892, + "TN": 66896237, + "TP": 156849, + "n_pred": 167594, + "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": 0.6665693998638265, + "FN": 2068, + "FP": 4788, + "IoU": 0.4998905828287986, + "TN": 67053643, + "TP": 6853, + "n_pred": 11641, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9422625848663244, + "FN": 89830, + "FP": 31499, + "IoU": 0.8908284526809921, + "TN": 65955991, + "TP": 990032, + "n_pred": 1021531, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.7210966232029422, + "FN": 146714, + "FP": 11784, + "IoU": 0.5638397992261842, + "TN": 66703958, + "TP": 204896, + "n_pred": 216680, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8975785340314136, + "FN": 6167, + "FP": 11987, + "IoU": 0.8141881864054615, + "TN": 66969651, + "TP": 79547, + "n_pred": 91534, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8949398024106728, + "FN": 12711, + "FP": 2464, + "IoU": 0.8098561547714515, + "TN": 66987544, + "TP": 64633, + "n_pred": 67097, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7635432416601964, + "FN": 68109, + "FP": 1327, + "IoU": 0.6175252280438902, + "TN": 74337736, + "TP": 112108, + "n_pred": 113435, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7004699306124968, + "FN": 16425, + "FP": 17548, + "IoU": 0.5390178704696257, + "TN": 74445583, + "TP": 39724, + "n_pred": 57272, + "n_ref": 56149 + }, + "11": { + "Dice": 0.38325082508250824, + "FN": 2458, + "FP": 532, + "IoU": 0.2370502679254912, + "TN": 74515361, + "TP": 929, + "n_pred": 1461, + "n_ref": 3387 + }, + "12": { + "Dice": 0.4554385964912281, + "FN": 1552, + "FP": 0, + "IoU": 0.2948659700136302, + "TN": 74517079, + "TP": 649, + "n_pred": 649, + "n_ref": 2201 + }, + "13": { + "Dice": 0.449657914741828, + "FN": 23666, + "FP": 23391, + "IoU": 0.2900378690725849, + "TN": 74452999, + "TP": 19224, + "n_pred": 42615, + "n_ref": 42890 + }, + "14": { + "Dice": 0.6873308067135896, + "FN": 9074, + "FP": 11716, + "IoU": 0.5236131161064137, + "TN": 74475639, + "TP": 22851, + "n_pred": 34567, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7907705497169379, + "FN": 3610, + "FP": 10545, + "IoU": 0.6539458243692549, + "TN": 74478376, + "TP": 26749, + "n_pred": 37294, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9510391498530443, + "FN": 4519, + "FP": 9524, + "IoU": 0.9066488513082323, + "TN": 74368848, + "TP": 136389, + "n_pred": 145913, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9211734248185385, + "FN": 10646, + "FP": 14169, + "IoU": 0.8538660856251105, + "TN": 74349470, + "TP": 144995, + "n_pred": 159164, + "n_ref": 155641 + }, + "4": { + "Dice": 0.23404808317089018, + "FN": 11477, + "FP": 311, + "IoU": 0.13253366693649274, + "TN": 74505691, + "TP": 1801, + "n_pred": 2112, + "n_ref": 13278 + }, + "5": { + "Dice": 0.6219938335046249, + "FN": 4102, + "FP": 3254, + "IoU": 0.4513723150357995, + "TN": 74505872, + "TP": 6052, + "n_pred": 9306, + "n_ref": 10154 + }, + "6": { + "Dice": 0.945506712737747, + "FN": 90400, + "FP": 84293, + "IoU": 0.8966455492500438, + "TN": 72829048, + "TP": 1515539, + "n_pred": 1599832, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.6438793206158409, + "FN": 69915, + "FP": 37689, + "IoU": 0.47479500195236235, + "TN": 74314400, + "TP": 97276, + "n_pred": 134965, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9603755839590497, + "FN": 2090, + "FP": 3050, + "IoU": 0.9237716709427695, + "TN": 74451851, + "TP": 62289, + "n_pred": 65339, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9203869548627477, + "FN": 10846, + "FP": 3342, + "IoU": 0.8525155925155925, + "TN": 74423080, + "TP": 82012, + "n_pred": 85354, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9016406475982334, + "FN": 16412, + "FP": 41735, + "IoU": 0.8208976831003703, + "TN": 65726522, + "TP": 266511, + "n_pred": 308246, + "n_ref": 282923 + }, + "10": { + "Dice": 0.5388260068439062, + "FN": 40546, + "FP": 33038, + "IoU": 0.36876238515582777, + "TN": 65934609, + "TP": 42987, + "n_pred": 76025, + "n_ref": 83533 + }, + "11": { + "Dice": 0.5897069335239457, + "FN": 1987, + "FP": 309, + "IoU": 0.41814495691839837, + "TN": 66047234, + "TP": 1650, + "n_pred": 1959, + "n_ref": 3637 + }, + "12": { + "Dice": 0.5060469528100545, + "FN": 1959, + "FP": 124, + "IoU": 0.3387301587301587, + "TN": 66048030, + "TP": 1067, + "n_pred": 1191, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7292685811355646, + "FN": 13711, + "FP": 11470, + "IoU": 0.5738967104372547, + "TN": 65992084, + "TP": 33915, + "n_pred": 45385, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8452418624846375, + "FN": 1242, + "FP": 19787, + "IoU": 0.7319644131742633, + "TN": 65972724, + "TP": 57427, + "n_pred": 77214, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7865435026838098, + "FN": 5693, + "FP": 4567, + "IoU": 0.6481843431745705, + "TN": 66022017, + "TP": 18903, + "n_pred": 23470, + "n_ref": 24596 + }, + "2": { + "Dice": 0.8440008088098052, + "FN": 35424, + "FP": 4694, + "IoU": 0.7301050167179081, + "TN": 65902537, + "TP": 108525, + "n_pred": 113219, + "n_ref": 143949 + }, + "3": { + "Dice": 0.8766366486128258, + "FN": 7353, + "FP": 34716, + "IoU": 0.7803678547375785, + "TN": 65859637, + "TP": 149474, + "n_pred": 184190, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8918835085300707, + "FN": 3650, + "FP": 2624, + "IoU": 0.8048643941278925, + "TN": 66019028, + "TP": 25878, + "n_pred": 28502, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8746772805507745, + "FN": 1848, + "FP": 482, + "IoU": 0.7772679476149508, + "TN": 66040719, + "TP": 8131, + "n_pred": 8613, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8861557032953173, + "FN": 39789, + "FP": 212959, + "IoU": 0.7955831043145044, + "TN": 64814746, + "TP": 983686, + "n_pred": 1196645, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.6237186161890073, + "FN": 528475, + "FP": 12139, + "IoU": 0.4531912031403773, + "TN": 65062509, + "TP": 448057, + "n_pred": 460196, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9433210859862402, + "FN": 4789, + "FP": 4405, + "IoU": 0.8927225418013371, + "TN": 65965477, + "TP": 76509, + "n_pred": 80914, + "n_ref": 81298 + }, + "9": { + "Dice": 0.874700294394367, + "FN": 12444, + "FP": 4070, + "IoU": 0.7773042950576495, + "TN": 65977025, + "TP": 57641, + "n_pred": 61711, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9727236471334332, + "FN": 4865, + "FP": 3479, + "IoU": 0.9468957836117741, + "TN": 113315415, + "TP": 148781, + "n_pred": 152260, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8327087548280302, + "FN": 8127, + "FP": 20979, + "IoU": 0.7133684573341869, + "TN": 113370995, + "TP": 72439, + "n_pred": 93418, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6104821802935011, + "FN": 1774, + "FP": 84, + "IoU": 0.43934821967410986, + "TN": 113469226, + "TP": 1456, + "n_pred": 1540, + "n_ref": 3230 + }, + "12": { + "Dice": 0.7799394725464764, + "FN": 1377, + "FP": 150, + "IoU": 0.6392629340892984, + "TN": 113468307, + "TP": 2706, + "n_pred": 2856, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6111652962491684, + "FN": 29566, + "FP": 30633, + "IoU": 0.4400561813429573, + "TN": 113365031, + "TP": 47310, + "n_pred": 77943, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8972569778633301, + "FN": 47313, + "FP": 2219, + "IoU": 0.8136591752127428, + "TN": 113206726, + "TP": 216282, + "n_pred": 218501, + "n_ref": 263595 + }, + "15": { + "Dice": 0.3807691862014624, + "FN": 5453, + "FP": 47986, + "IoU": 0.23515436030285247, + "TN": 113402671, + "TP": 16430, + "n_pred": 64416, + "n_ref": 21883 + }, + "2": { + "Dice": 0.937328792334546, + "FN": 6129, + "FP": 10046, + "IoU": 0.8820496740414485, + "TN": 113335406, + "TP": 120959, + "n_pred": 131005, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9255882902739196, + "FN": 13843, + "FP": 3274, + "IoU": 0.8614838072733747, + "TN": 113348966, + "TP": 106457, + "n_pred": 109731, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7690951666798221, + "FN": 1861, + "FP": 15691, + "IoU": 0.624820981980634, + "TN": 113425757, + "TP": 29231, + "n_pred": 44922, + "n_ref": 31092 + }, + "5": { + "Dice": 0.5167679670660427, + "FN": 19520, + "FP": 5365, + "IoU": 0.348406692676285, + "TN": 113434349, + "TP": 13306, + "n_pred": 18671, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9548790269376871, + "FN": 43613, + "FP": 60345, + "IoU": 0.9136540664185433, + "TN": 112268569, + "TP": 1100013, + "n_pred": 1160358, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.8503116599560976, + "FN": 36931, + "FP": 26828, + "IoU": 0.7396018819531799, + "TN": 113227688, + "TP": 181093, + "n_pred": 207921, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9198035047989048, + "FN": 26115, + "FP": 6748, + "IoU": 0.8515149872132006, + "TN": 113251218, + "TP": 188459, + "n_pred": 195207, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8832703825877241, + "FN": 17609, + "FP": 5817, + "IoU": 0.790943813807382, + "TN": 113360484, + "TP": 88630, + "n_pred": 94447, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8065418874362297, + "FN": 4269, + "FP": 54698, + "IoU": 0.6758024256952156, + "TN": 75014842, + "TP": 122919, + "n_pred": 177617, + "n_ref": 127188 + }, + "10": { + "Dice": 0.7908611599297012, + "FN": 25580, + "FP": 13809, + "IoU": 0.6540697674418605, + "TN": 75082864, + "TP": 74475, + "n_pred": 88284, + "n_ref": 100055 + }, + "11": { + "Dice": 0.6883365200764818, + "FN": 1564, + "FP": 229, + "IoU": 0.5247813411078717, + "TN": 75192955, + "TP": 1980, + "n_pred": 2209, + "n_ref": 3544 + }, + "12": { + "Dice": 0.5241871530531325, + "FN": 1784, + "FP": 616, + "IoU": 0.35518538420204193, + "TN": 75193006, + "TP": 1322, + "n_pred": 1938, + "n_ref": 3106 + }, + "13": { + "Dice": 0.5586363184933053, + "FN": 24323, + "FP": 24562, + "IoU": 0.3875748540502618, + "TN": 75116906, + "TP": 30937, + "n_pred": 55499, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9438121047877145, + "FN": 7680, + "FP": 7248, + "IoU": 0.8936024632227164, + "TN": 75056424, + "TP": 125376, + "n_pred": 132624, + "n_ref": 133056 + }, + "15": { + "Dice": 0.7028501520962835, + "FN": 31298, + "FP": 4650, + "IoU": 0.5418419107338585, + "TN": 75118266, + "TP": 42514, + "n_pred": 47164, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9114702709437946, + "FN": 7326, + "FP": 19673, + "IoU": 0.8373407235593577, + "TN": 75030743, + "TP": 138986, + "n_pred": 158659, + "n_ref": 146312 + }, + "3": { + "Dice": 0.8961806423952267, + "FN": 22099, + "FP": 6959, + "IoU": 0.8118906741587582, + "TN": 75042254, + "TP": 125416, + "n_pred": 132375, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8866595517609391, + "FN": 2116, + "FP": 3725, + "IoU": 0.7963957055214724, + "TN": 75168040, + "TP": 22847, + "n_pred": 26572, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8272606382978723, + "FN": 1480, + "FP": 1118, + "IoU": 0.7054087765052727, + "TN": 75187909, + "TP": 6221, + "n_pred": 7339, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9057042901424632, + "FN": 29926, + "FP": 225486, + "IoU": 0.827659545755118, + "TN": 73714708, + "TP": 1226608, + "n_pred": 1452094, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.8974826179268213, + "FN": 8727, + "FP": 23962, + "IoU": 0.814030356817768, + "TN": 75020952, + "TP": 143087, + "n_pred": 167049, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8937059118586386, + "FN": 14361, + "FP": 2380, + "IoU": 0.8078375555274969, + "TN": 75109609, + "TP": 70378, + "n_pred": 72758, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8086230931349555, + "FN": 16036, + "FP": 12931, + "IoU": 0.67872987001464, + "TN": 75106564, + "TP": 61197, + "n_pred": 74128, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9668493279003325, + "FN": 9417, + "FP": 4739, + "IoU": 0.9358260648811358, + "TN": 86707284, + "TP": 206432, + "n_pred": 211171, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6709809062275712, + "FN": 12268, + "FP": 43201, + "IoU": 0.5048692749198869, + "TN": 86815843, + "TP": 56560, + "n_pred": 99761, + "n_ref": 68828 + }, + "11": { + "Dice": 0.4675105485232067, + "FN": 1759, + "FP": 134, + "IoU": 0.30506607929515417, + "TN": 86925148, + "TP": 831, + "n_pred": 965, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6077998528329654, + "FN": 2024, + "FP": 1707, + "IoU": 0.4365750528541226, + "TN": 86921250, + "TP": 2891, + "n_pred": 4598, + "n_ref": 4915 + }, + "13": { + "Dice": 0.567248724682063, + "FN": 19611, + "FP": 34936, + "IoU": 0.3959157004108664, + "TN": 86837575, + "TP": 35750, + "n_pred": 70686, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8606967696148631, + "FN": 15363, + "FP": 6621, + "IoU": 0.755458903881022, + "TN": 86837973, + "TP": 67915, + "n_pred": 74536, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8483974614486103, + "FN": 40267, + "FP": 3472, + "IoU": 0.7367103085026335, + "TN": 86761747, + "TP": 122386, + "n_pred": 125858, + "n_ref": 162653 + }, + "2": { + "Dice": 0.8950614413675618, + "FN": 18348, + "FP": 6477, + "IoU": 0.8100553957274897, + "TN": 86797176, + "TP": 105871, + "n_pred": 112348, + "n_ref": 124219 + }, + "3": { + "Dice": 0.905399206635413, + "FN": 13434, + "FP": 19357, + "IoU": 0.8271501465409998, + "TN": 86738164, + "TP": 156917, + "n_pred": 176274, + "n_ref": 170351 + }, + "4": { + "Dice": 0.6236639883857725, + "FN": 4064, + "FP": 10971, + "IoU": 0.45313352489724656, + "TN": 86900379, + "TP": 12458, + "n_pred": 23429, + "n_ref": 16522 + }, + "5": { + "Dice": 0.7928890306122449, + "FN": 500, + "FP": 2098, + "IoU": 0.6568485008585392, + "TN": 86920301, + "TP": 4973, + "n_pred": 7071, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8462876411327571, + "FN": 36016, + "FP": 377487, + "IoU": 0.7335343464324793, + "TN": 85376066, + "TP": 1138303, + "n_pred": 1515790, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.6203931762323565, + "FN": 552314, + "FP": 23947, + "IoU": 0.44968839349322065, + "TN": 85880718, + "TP": 470893, + "n_pred": 494840, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9328794732834684, + "FN": 2317, + "FP": 5176, + "IoU": 0.8742025384460412, + "TN": 86868308, + "TP": 52071, + "n_pred": 57247, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8250352787929225, + "FN": 5157, + "FP": 14185, + "IoU": 0.7021787666487027, + "TN": 86862927, + "TP": 45603, + "n_pred": 59788, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6237771448066838, + "FN": 9844, + "FP": 84992, + "IoU": 0.4532530051021879, + "TN": 37576145, + "TP": 78619, + "n_pred": 163611, + "n_ref": 88463 + }, + "10": { + "Dice": 0.6543937514734673, + "FN": 27323, + "FP": 6394, + "IoU": 0.4863189006368262, + "TN": 37683962, + "TP": 31921, + "n_pred": 38315, + "n_ref": 59244 + }, + "11": { + "Dice": 0.7650107991360691, + "FN": 817, + "FP": 271, + "IoU": 0.6194473592165093, + "TN": 37746741, + "TP": 1771, + "n_pred": 2042, + "n_ref": 2588 + }, + "12": { + "Dice": 0.3856998992950655, + "FN": 2151, + "FP": 289, + "IoU": 0.23892701185277604, + "TN": 37746394, + "TP": 766, + "n_pred": 1055, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7041133537574338, + "FN": 13628, + "FP": 12642, + "IoU": 0.5433448641507466, + "TN": 37692073, + "TP": 31257, + "n_pred": 43899, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3857984691899556, + "FN": 30615, + "FP": 191183, + "IoU": 0.23900266591641306, + "TN": 37458143, + "TP": 69659, + "n_pred": 260842, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 30984, + "IoU": 0.0, + "TN": 37718616, + "TP": 0, + "n_pred": 30984, + "n_ref": 0 + }, + "2": { + "Dice": 0.568580600004827, + "FN": 53116, + "FP": 18384, + "IoU": 0.3972145410399946, + "TN": 37630984, + "TP": 47116, + "n_pred": 65500, + "n_ref": 100232 + }, + "3": { + "Dice": 0.6468992444602201, + "FN": 37669, + "FP": 18039, + "IoU": 0.4780865296333077, + "TN": 37642862, + "TP": 51030, + "n_pred": 69069, + "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": 0.8100969418817028, + "FN": 1400, + "FP": 2655, + "IoU": 0.68080919395466, + "TN": 37736896, + "TP": 8649, + "n_pred": 11304, + "n_ref": 10049 + }, + "6": { + "Dice": 0.8822715348767567, + "FN": 147394, + "FP": 11431, + "IoU": 0.7893433534230296, + "TN": 36995648, + "TP": 595127, + "n_pred": 606558, + "n_ref": 742521 + }, + "7": { + "Dice": 0.810761154855643, + "FN": 73457, + "FP": 53439, + "IoU": 0.6817479585080556, + "TN": 37350872, + "TP": 271832, + "n_pred": 325271, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9457766585907146, + "FN": 3721, + "FP": 4806, + "IoU": 0.897131206871592, + "TN": 37666708, + "TP": 74365, + "n_pred": 79171, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8301945411515301, + "FN": 9344, + "FP": 9239, + "IoU": 0.7096859865645992, + "TN": 37685590, + "TP": 45427, + "n_pred": 54666, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9034186664335426, + "FN": 12012, + "FP": 27760, + "IoU": 0.8238501229045331, + "TN": 75680903, + "TP": 186013, + "n_pred": 213773, + "n_ref": 198025 + }, + "10": { + "Dice": 0.8936272580151337, + "FN": 11956, + "FP": 12364, + "IoU": 0.8077090334058115, + "TN": 75780213, + "TP": 102155, + "n_pred": 114519, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6358171396616804, + "FN": 2068, + "FP": 537, + "IoU": 0.4660791145726583, + "TN": 75901809, + "TP": 2274, + "n_pred": 2811, + "n_ref": 4342 + }, + "12": { + "Dice": 0.683927370544721, + "FN": 1533, + "FP": 1287, + "IoU": 0.5196729688298416, + "TN": 75900817, + "TP": 3051, + "n_pred": 4338, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7357488918668178, + "FN": 12951, + "FP": 7557, + "IoU": 0.5819642056341473, + "TN": 75857630, + "TP": 28550, + "n_pred": 36107, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9137552918872457, + "FN": 9933, + "FP": 11539, + "IoU": 0.8412057477129693, + "TN": 75771469, + "TP": 113747, + "n_pred": 125286, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7296850848154758, + "FN": 77277, + "FP": 4217, + "IoU": 0.5744127508016252, + "TN": 75715202, + "TP": 109992, + "n_pred": 114209, + "n_ref": 187269 + }, + "2": { + "Dice": 0.8757767093182807, + "FN": 35702, + "FP": 8840, + "IoU": 0.7790060182681479, + "TN": 75705135, + "TP": 157011, + "n_pred": 165851, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9117687429137655, + "FN": 8778, + "FP": 38147, + "IoU": 0.8378446556985034, + "TN": 75617305, + "TP": 242458, + "n_pred": 280605, + "n_ref": 251236 + }, + "4": { + "Dice": 0.8607029249747847, + "FN": 2443, + "FP": 6534, + "IoU": 0.755468388221514, + "TN": 75869977, + "TP": 27734, + "n_pred": 34268, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8694411899546636, + "FN": 1095, + "FP": 1468, + "IoU": 0.7690366765792557, + "TN": 75895591, + "TP": 8534, + "n_pred": 10002, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9670899483422782, + "FN": 72595, + "FP": 38639, + "IoU": 0.9362770231446499, + "TN": 74161101, + "TP": 1634353, + "n_pred": 1672992, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.7910774875957032, + "FN": 43269, + "FP": 78462, + "IoU": 0.6543657508887097, + "TN": 75554492, + "TP": 230465, + "n_pred": 308927, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9440389828462307, + "FN": 5729, + "FP": 4469, + "IoU": 0.8940093123804772, + "TN": 75810472, + "TP": 86018, + "n_pred": 90487, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8440812846383402, + "FN": 18348, + "FP": 3596, + "IoU": 0.7302254677780237, + "TN": 75825346, + "TP": 59398, + "n_pred": 62994, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9682605067756689, + "FN": 3376, + "FP": 2634, + "IoU": 0.9384738232222928, + "TN": 61290068, + "TP": 91672, + "n_pred": 94306, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8404339936864607, + "FN": 10430, + "FP": 15248, + "IoU": 0.7247832284755791, + "TN": 61294449, + "TP": 67623, + "n_pred": 82871, + "n_ref": 78053 + }, + "11": { + "Dice": 0.7591785936527692, + "FN": 902, + "FP": 646, + "IoU": 0.6118355065195586, + "TN": 61383762, + "TP": 2440, + "n_pred": 3086, + "n_ref": 3342 + }, + "12": { + "Dice": 0.7835016835016835, + "FN": 1042, + "FP": 244, + "IoU": 0.6440631054525325, + "TN": 61384137, + "TP": 2327, + "n_pred": 2571, + "n_ref": 3369 + }, + "13": { + "Dice": 0.6010684615565649, + "FN": 13915, + "FP": 19987, + "IoU": 0.42966252817872885, + "TN": 61328308, + "TP": 25540, + "n_pred": 45527, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8792312971859986, + "FN": 2408, + "FP": 15188, + "IoU": 0.7844895159709975, + "TN": 61306102, + "TP": 64052, + "n_pred": 79240, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9109711619056249, + "FN": 2518, + "FP": 5342, + "IoU": 0.8364986582905165, + "TN": 61339677, + "TP": 40213, + "n_pred": 45555, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9627273630851804, + "FN": 7246, + "FP": 2504, + "IoU": 0.9281333844384821, + "TN": 61252082, + "TP": 125918, + "n_pred": 128422, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9643362090287237, + "FN": 3005, + "FP": 6656, + "IoU": 0.9311286321252388, + "TN": 61247474, + "TP": 130615, + "n_pred": 137271, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7250533301730268, + "FN": 6740, + "FP": 2540, + "IoU": 0.568693065625581, + "TN": 61366234, + "TP": 12236, + "n_pred": 14776, + "n_ref": 18976 + }, + "5": { + "Dice": 0.48356830574249643, + "FN": 17851, + "FP": 3175, + "IoU": 0.3188856494978944, + "TN": 61356880, + "TP": 9844, + "n_pred": 13019, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9619897314109934, + "FN": 37906, + "FP": 37703, + "IoU": 0.9267632127750048, + "TN": 60355359, + "TP": 956782, + "n_pred": 994485, + "n_ref": 994688 + }, + "7": { + "Dice": 0.8184969852285179, + "FN": 43437, + "FP": 17189, + "IoU": 0.6927591169852628, + "TN": 61190426, + "TP": 136698, + "n_pred": 153887, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9367303376936128, + "FN": 23818, + "FP": 6238, + "IoU": 0.8809903742214443, + "TN": 61135199, + "TP": 222495, + "n_pred": 228733, + "n_ref": 246313 + }, + "9": { + "Dice": 0.8949213138825933, + "FN": 9629, + "FP": 6830, + "IoU": 0.8098258749581152, + "TN": 61301203, + "TP": 70088, + "n_pred": 76918, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9711755354572601, + "FN": 4685, + "FP": 6049, + "IoU": 0.9439662147700757, + "TN": 39557237, + "TP": 180829, + "n_pred": 186878, + "n_ref": 185514 + }, + "10": { + "Dice": 0.6101611027246405, + "FN": 14848, + "FP": 32411, + "IoU": 0.43901570456892564, + "TN": 39664557, + "TP": 36984, + "n_pred": 69395, + "n_ref": 51832 + }, + "11": { + "Dice": 0.8125408229915089, + "FN": 543, + "FP": 605, + "IoU": 0.6842684268426843, + "TN": 39745164, + "TP": 2488, + "n_pred": 3093, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8031762121980064, + "FN": 1083, + "FP": 82, + "IoU": 0.6710897797854319, + "TN": 39745258, + "TP": 2377, + "n_pred": 2459, + "n_ref": 3460 + }, + "13": { + "Dice": 0.7274885762924469, + "FN": 11333, + "FP": 12999, + "IoU": 0.57169512409787, + "TN": 39691990, + "TP": 32478, + "n_pred": 45477, + "n_ref": 43811 + }, + "14": { + "Dice": 0.34887946698970324, + "FN": 17493, + "FP": 41632, + "IoU": 0.21129860601614087, + "TN": 39673835, + "TP": 15840, + "n_pred": 57472, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7526285998524896, + "FN": 7837, + "FP": 21007, + "IoU": 0.6033716980872627, + "TN": 39676077, + "TP": 43879, + "n_pred": 64886, + "n_ref": 51716 + }, + "2": { + "Dice": 0.8714638846488223, + "FN": 9087, + "FP": 22996, + "IoU": 0.7722073514480663, + "TN": 39607957, + "TP": 108760, + "n_pred": 131756, + "n_ref": 117847 + }, + "3": { + "Dice": 0.868924678549683, + "FN": 25102, + "FP": 7835, + "IoU": 0.7682288368165505, + "TN": 39606690, + "TP": 109173, + "n_pred": 117008, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8595437110613484, + "FN": 4389, + "FP": 1946, + "IoU": 0.7536840468136398, + "TN": 39723081, + "TP": 19384, + "n_pred": 21330, + "n_ref": 23773 + }, + "5": { + "Dice": 0.7920725108225108, + "FN": 669, + "FP": 2405, + "IoU": 0.6557285250307985, + "TN": 39739871, + "TP": 5855, + "n_pred": 8260, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9293166610285564, + "FN": 26911, + "FP": 110157, + "IoU": 0.8679659309178269, + "TN": 38710674, + "TP": 901058, + "n_pred": 1011215, + "n_ref": 927969 + }, + "7": { + "Dice": 0.7776720975131927, + "FN": 253354, + "FP": 20371, + "IoU": 0.6362221593166864, + "TN": 38996349, + "TP": 478726, + "n_pred": 499097, + "n_ref": 732080 + }, + "8": { + "Dice": 0.956222292590247, + "FN": 1218, + "FP": 3206, + "IoU": 0.9161167993932499, + "TN": 39696060, + "TP": 48316, + "n_pred": 51522, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8785744888879123, + "FN": 1642, + "FP": 9411, + "IoU": 0.7834443573667712, + "TN": 39697760, + "TP": 39987, + "n_pred": 49398, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8227538306763659, + "FN": 11903, + "FP": 24743, + "IoU": 0.6988800236649438, + "TN": 101274909, + "TP": 85053, + "n_pred": 109796, + "n_ref": 96956 + }, + "10": { + "Dice": 0.7420477717283095, + "FN": 28351, + "FP": 9220, + "IoU": 0.5898854941000535, + "TN": 101304997, + "TP": 54040, + "n_pred": 63260, + "n_ref": 82391 + }, + "11": { + "Dice": 0.5211212001579155, + "FN": 3549, + "FP": 90, + "IoU": 0.3523758675920982, + "TN": 101390989, + "TP": 1980, + "n_pred": 2070, + "n_ref": 5529 + }, + "12": { + "Dice": 0.5444998687319507, + "FN": 3151, + "FP": 319, + "IoU": 0.3740981240981241, + "TN": 101391064, + "TP": 2074, + "n_pred": 2393, + "n_ref": 5225 + }, + "13": { + "Dice": 0.8788903582713332, + "FN": 6414, + "FP": 5583, + "IoU": 0.7839468376314652, + "TN": 101341080, + "TP": 43531, + "n_pred": 49114, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9663876634291583, + "FN": 7109, + "FP": 4609, + "IoU": 0.9349614253205306, + "TN": 101216438, + "TP": 168452, + "n_pred": 173061, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8117709437963945, + "FN": 6971, + "FP": 2259, + "IoU": 0.6831771530566711, + "TN": 101367475, + "TP": 19903, + "n_pred": 22162, + "n_ref": 26874 + }, + "2": { + "Dice": 0.7922400378084907, + "FN": 9916, + "FP": 80203, + "IoU": 0.6559581892174604, + "TN": 101134666, + "TP": 171823, + "n_pred": 252026, + "n_ref": 181739 + }, + "3": { + "Dice": 0.6247056566967437, + "FN": 90638, + "FP": 1323, + "IoU": 0.4542341497575653, + "TN": 101228109, + "TP": 76538, + "n_pred": 77861, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8119745745335247, + "FN": 2226, + "FP": 1442, + "IoU": 0.6834656541249569, + "TN": 101385020, + "TP": 7920, + "n_pred": 9362, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7607514528990404, + "FN": 10372, + "FP": 7330, + "IoU": 0.6138812546350827, + "TN": 101350762, + "TP": 28144, + "n_pred": 35474, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9488292252134174, + "FN": 54008, + "FP": 137609, + "IoU": 0.9026404157840638, + "TN": 99428471, + "TP": 1776520, + "n_pred": 1914129, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.7635591908349675, + "FN": 165094, + "FP": 18176, + "IoU": 0.6175460929266792, + "TN": 100917413, + "TP": 295925, + "n_pred": 314101, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9054045525522346, + "FN": 33353, + "FP": 13112, + "IoU": 0.8271590701965175, + "TN": 101127777, + "TP": 222366, + "n_pred": 235478, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9356713164529586, + "FN": 4417, + "FP": 6886, + "IoU": 0.8791187637024758, + "TN": 101303103, + "TP": 82202, + "n_pred": 89088, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8695143441511107, + "FN": 32701, + "FP": 22612, + "IoU": 0.7691511516775387, + "TN": 73643897, + "TP": 184294, + "n_pred": 206906, + "n_ref": 216995 + }, + "10": { + "Dice": 0.2517564570365601, + "FN": 49450, + "FP": 107423, + "IoU": 0.14400536930330016, + "TN": 73700240, + "TP": 26391, + "n_pred": 133814, + "n_ref": 75841 + }, + "11": { + "Dice": 0.4559660560902411, + "FN": 4056, + "FP": 1201, + "IoU": 0.2953083109919571, + "TN": 73876044, + "TP": 2203, + "n_pred": 3404, + "n_ref": 6259 + }, + "12": { + "Dice": 0.4596256684491979, + "FN": 3822, + "FP": 220, + "IoU": 0.29838569692761674, + "TN": 73877743, + "TP": 1719, + "n_pred": 1939, + "n_ref": 5541 + }, + "13": { + "Dice": 0.006684202940328625, + "FN": 60868, + "FP": 49398, + "IoU": 0.0033533085676581975, + "TN": 73772867, + "TP": 371, + "n_pred": 49769, + "n_ref": 61239 + }, + "14": { + "Dice": 0.5809725062999334, + "FN": 49730, + "FP": 24432, + "IoU": 0.4094159619029417, + "TN": 73757930, + "TP": 51412, + "n_pred": 75844, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8482820073626549, + "FN": 44630, + "FP": 18879, + "IoU": 0.7365362118031644, + "TN": 73642450, + "TP": 177545, + "n_pred": 196424, + "n_ref": 222175 + }, + "2": { + "Dice": 0.49964781150433757, + "FN": 122598, + "FP": 14499, + "IoU": 0.33302035037874184, + "TN": 73677955, + "TP": 68452, + "n_pred": 82951, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6805869970581483, + "FN": 28943, + "FP": 119914, + "IoU": 0.5158255948218381, + "TN": 73576059, + "TP": 158588, + "n_pred": 278502, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 28521, + "IoU": 0.0, + "TN": 73807095, + "TP": 0, + "n_pred": 28521, + "n_ref": 47888 + }, + "5": { + "Dice": 0.5174024546620261, + "FN": 9479, + "FP": 1059, + "IoU": 0.34898375239389634, + "TN": 73867317, + "TP": 5649, + "n_pred": 6708, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7321199349139288, + "FN": 279745, + "FP": 760560, + "IoU": 0.5774362694662514, + "TN": 71421615, + "TP": 1421584, + "n_pred": 2182144, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.35693679132074546, + "FN": 99725, + "FP": 162857, + "IoU": 0.21723862443956882, + "TN": 73548048, + "TP": 72874, + "n_pred": 235731, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8630709560807842, + "FN": 10687, + "FP": 11131, + "IoU": 0.7591247322749454, + "TN": 73792926, + "TP": 68760, + "n_pred": 79891, + "n_ref": 79447 + }, + "9": { + "Dice": 0.8059046005042781, + "FN": 12192, + "FP": 25374, + "IoU": 0.6749080524425598, + "TN": 73767949, + "TP": 77989, + "n_pred": 103363, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9535451802259677, + "FN": 8168, + "FP": 9290, + "IoU": 0.9112148582122951, + "TN": 69299144, + "TP": 179174, + "n_pred": 188464, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7331502408716402, + "FN": 18621, + "FP": 16941, + "IoU": 0.5787191698059564, + "TN": 69411362, + "TP": 48852, + "n_pred": 65793, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7678571428571429, + "FN": 1010, + "FP": 472, + "IoU": 0.6231884057971014, + "TN": 69491843, + "TP": 2451, + "n_pred": 2923, + "n_ref": 3461 + }, + "12": { + "Dice": 0.6023794614902943, + "FN": 1228, + "FP": 1312, + "IoU": 0.43100358422939067, + "TN": 69491312, + "TP": 1924, + "n_pred": 3236, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6820473916729886, + "FN": 24324, + "FP": 25551, + "IoU": 0.5175052481885285, + "TN": 69392407, + "TP": 53494, + "n_pred": 79045, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9242973785404035, + "FN": 15588, + "FP": 6599, + "IoU": 0.8592499080147684, + "TN": 69338142, + "TP": 135447, + "n_pred": 142046, + "n_ref": 151035 + }, + "15": { + "Dice": 0.773582123300465, + "FN": 15308, + "FP": 30754, + "IoU": 0.6307655310621243, + "TN": 69371026, + "TP": 78688, + "n_pred": 109442, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9183861808617025, + "FN": 7346, + "FP": 18035, + "IoU": 0.8490888010226834, + "TN": 69327591, + "TP": 142804, + "n_pred": 160839, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9153293468687711, + "FN": 24471, + "FP": 2928, + "IoU": 0.8438776731226175, + "TN": 69320279, + "TP": 148098, + "n_pred": 151026, + "n_ref": 172569 + }, + "4": { + "Dice": 0.5481735460899381, + "FN": 16335, + "FP": 17927, + "IoU": 0.377575118991389, + "TN": 69440730, + "TP": 20784, + "n_pred": 38711, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8642413487133984, + "FN": 3509, + "FP": 1387, + "IoU": 0.7609375, + "TN": 69475296, + "TP": 15584, + "n_pred": 16971, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9528368310994569, + "FN": 100458, + "FP": 33108, + "IoU": 0.9099220249503973, + "TN": 68012994, + "TP": 1349216, + "n_pred": 1382324, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8566145516628467, + "FN": 19974, + "FP": 78120, + "IoU": 0.7491914060202858, + "TN": 69104665, + "TP": 293017, + "n_pred": 371137, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9053452752708098, + "FN": 9537, + "FP": 7013, + "IoU": 0.8270601266484148, + "TN": 69400078, + "TP": 79148, + "n_pred": 86161, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8525904955264535, + "FN": 12759, + "FP": 10620, + "IoU": 0.74305685302619, + "TN": 69404787, + "TP": 67610, + "n_pred": 78230, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8859626601806184, + "FN": 5714, + "FP": 44922, + "IoU": 0.7952719612829667, + "TN": 50586219, + "TP": 196697, + "n_pred": 241619, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8260977391700683, + "FN": 14216, + "FP": 11729, + "IoU": 0.703719352738983, + "TN": 50745983, + "TP": 61624, + "n_pred": 73353, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8189867191342843, + "FN": 1734, + "FP": 474, + "IoU": 0.6934610578925448, + "TN": 50826349, + "TP": 4995, + "n_pred": 5469, + "n_ref": 6729 + }, + "12": { + "Dice": 0.3852418558736426, + "FN": 4738, + "FP": 244, + "IoU": 0.23857557695246828, + "TN": 50827009, + "TP": 1561, + "n_pred": 1805, + "n_ref": 6299 + }, + "13": { + "Dice": 0.5877597638577807, + "FN": 8638, + "FP": 46946, + "IoU": 0.4161896459368337, + "TN": 50738343, + "TP": 39625, + "n_pred": 86571, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6160964760318756, + "FN": 23175, + "FP": 11174, + "IoU": 0.4451874464957762, + "TN": 50771641, + "TP": 27562, + "n_pred": 38736, + "n_ref": 50737 + }, + "15": { + "Dice": 0.8195645782722392, + "FN": 8273, + "FP": 3388, + "IoU": 0.6942900587248322, + "TN": 50795408, + "TP": 26483, + "n_pred": 29871, + "n_ref": 34756 + }, + "2": { + "Dice": 0.8692135446630409, + "FN": 8857, + "FP": 52296, + "IoU": 0.7686805413706755, + "TN": 50569186, + "TP": 203213, + "n_pred": 255509, + "n_ref": 212070 + }, + "3": { + "Dice": 0.8305352055352055, + "FN": 56210, + "FP": 3748, + "IoU": 0.710184017053117, + "TN": 50626669, + "TP": 146925, + "n_pred": 150673, + "n_ref": 203135 + }, + "4": { + "Dice": 0.90006746727837, + "FN": 1289, + "FP": 2414, + "IoU": 0.8182933411845528, + "TN": 50813173, + "TP": 16676, + "n_pred": 19090, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8694399150582078, + "FN": 1380, + "FP": 2063, + "IoU": 0.7690346816931642, + "TN": 50818645, + "TP": 11464, + "n_pred": 13527, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9070083816163116, + "FN": 71208, + "FP": 364559, + "IoU": 0.8298401985530245, + "TN": 48272624, + "TP": 2125161, + "n_pred": 2489720, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.7485018411526674, + "FN": 12592, + "FP": 132407, + "IoU": 0.5980846522715303, + "TN": 50472782, + "TP": 215771, + "n_pred": 348178, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9621837015425133, + "FN": 4648, + "FP": 3077, + "IoU": 0.9271233290251979, + "TN": 50727551, + "TP": 98276, + "n_pred": 101353, + "n_ref": 102924 + }, + "9": { + "Dice": 0.8813718836251754, + "FN": 17722, + "FP": 8496, + "IoU": 0.7879042826864271, + "TN": 50709938, + "TP": 97396, + "n_pred": 105892, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8947356493756657, + "FN": 34284, + "FP": 7521, + "IoU": 0.8095218568030838, + "TN": 76665386, + "TP": 177669, + "n_pred": 185190, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7189241461836549, + "FN": 13291, + "FP": 27110, + "IoU": 0.561187804798575, + "TN": 76792791, + "TP": 51668, + "n_pred": 78778, + "n_ref": 64959 + }, + "11": { + "Dice": 0.6724924012158054, + "FN": 1104, + "FP": 620, + "IoU": 0.5065827132226675, + "TN": 76881366, + "TP": 1770, + "n_pred": 2390, + "n_ref": 2874 + }, + "12": { + "Dice": 0.6694437637833864, + "FN": 1243, + "FP": 106, + "IoU": 0.5031307550644567, + "TN": 76882145, + "TP": 1366, + "n_pred": 1472, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5165917435915034, + "FN": 20202, + "FP": 22059, + "IoU": 0.34824650689368003, + "TN": 76820018, + "TP": 22581, + "n_pred": 44640, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8544678977350909, + "FN": 3887, + "FP": 22554, + "IoU": 0.7459135331481891, + "TN": 76780797, + "TP": 77622, + "n_pred": 100176, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6955597652820773, + "FN": 17434, + "FP": 2333, + "IoU": 0.5332247095494475, + "TN": 76842512, + "TP": 22581, + "n_pred": 24914, + "n_ref": 40015 + }, + "2": { + "Dice": 0.884191151834098, + "FN": 4937, + "FP": 20986, + "IoU": 0.7924217067174876, + "TN": 76759977, + "TP": 98960, + "n_pred": 119946, + "n_ref": 103897 + }, + "3": { + "Dice": 0.8646716946449329, + "FN": 17443, + "FP": 7588, + "IoU": 0.7616049829520563, + "TN": 76779862, + "TP": 79967, + "n_pred": 87555, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9174502355895967, + "FN": 2782, + "FP": 1195, + "IoU": 0.8474901253978602, + "TN": 76858783, + "TP": 22100, + "n_pred": 23295, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8874103404628217, + "FN": 2084, + "FP": 1385, + "IoU": 0.797607934655776, + "TN": 76867720, + "TP": 13671, + "n_pred": 15056, + "n_ref": 15755 + }, + "6": { + "Dice": 0.956822473641955, + "FN": 31034, + "FP": 68244, + "IoU": 0.917219216735263, + "TN": 75685572, + "TP": 1100010, + "n_pred": 1168254, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7634524862662866, + "FN": 21348, + "FP": 65288, + "IoU": 0.6174065111020827, + "TN": 76658416, + "TP": 139808, + "n_pred": 205096, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9418603900088491, + "FN": 4398, + "FP": 4603, + "IoU": 0.8901097559486747, + "TN": 76802951, + "TP": 72908, + "n_pred": 77511, + "n_ref": 77306 + }, + "9": { + "Dice": 0.8956856343283582, + "FN": 14953, + "FP": 2939, + "IoU": 0.8110784955546639, + "TN": 76790154, + "TP": 76814, + "n_pred": 79753, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6739435729165973, + "FN": 23315, + "FP": 74663, + "IoU": 0.5082314441165251, + "TN": 130800696, + "TP": 101258, + "n_pred": 175921, + "n_ref": 124573 + }, + "10": { + "Dice": 0.6274987778172151, + "FN": 10713, + "FP": 44910, + "IoU": 0.4571936022171694, + "TN": 130897459, + "TP": 46850, + "n_pred": 91760, + "n_ref": 57563 + }, + "11": { + "Dice": 0.6805404227500544, + "FN": 2445, + "FP": 487, + "IoU": 0.5157720891824938, + "TN": 130993877, + "TP": 3123, + "n_pred": 3610, + "n_ref": 5568 + }, + "12": { + "Dice": 0.5295852534562212, + "FN": 4429, + "FP": 675, + "IoU": 0.36016046132631313, + "TN": 130991955, + "TP": 2873, + "n_pred": 3548, + "n_ref": 7302 + }, + "13": { + "Dice": 0.4347454933478636, + "FN": 54481, + "FP": 7762, + "IoU": 0.27774747908423164, + "TN": 130913753, + "TP": 23936, + "n_pred": 31698, + "n_ref": 78417 + }, + "14": { + "Dice": 0.004354584602457725, + "FN": 944052, + "FP": 3902, + "IoU": 0.0021820432471919217, + "TN": 130049905, + "TP": 2073, + "n_pred": 5975, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 107245, + "IoU": 0.0, + "TN": 130867377, + "TP": 0, + "n_pred": 107245, + "n_ref": 25310 + }, + "2": { + "Dice": 0.5391661351266468, + "FN": 135594, + "FP": 6735, + "IoU": 0.36908107628884257, + "TN": 130774342, + "TP": 83261, + "n_pred": 89996, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7564711724656717, + "FN": 25601, + "FP": 140153, + "IoU": 0.6083262050029065, + "TN": 130576738, + "TP": 257440, + "n_pred": 397593, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 6269, + "IoU": 0.0, + "TN": 130991383, + "TP": 0, + "n_pred": 6269, + "n_ref": 2280 + }, + "5": { + "Dice": 0.6051692131943452, + "FN": 13124, + "FP": 701, + "IoU": 0.43386568386568386, + "TN": 130975512, + "TP": 10595, + "n_pred": 11296, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8963447859657615, + "FN": 65731, + "FP": 259750, + "IoU": 0.8121601516195568, + "TN": 129267174, + "TP": 1407277, + "n_pred": 1667027, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.6158934186300207, + "FN": 79295, + "FP": 76335, + "IoU": 0.44497542813532, + "TN": 130719530, + "TP": 124772, + "n_pred": 201107, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9380555467687344, + "FN": 7404, + "FP": 8262, + "IoU": 0.8833376773280709, + "TN": 130865647, + "TP": 118619, + "n_pred": 126881, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7275258171441497, + "FN": 15407, + "FP": 15912, + "IoU": 0.5717411220959647, + "TN": 130926801, + "TP": 41812, + "n_pred": 57724, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9471627437915323, + "FN": 4822, + "FP": 1046, + "IoU": 0.899628825068847, + "TN": 74368235, + "TP": 52595, + "n_pred": 53641, + "n_ref": 57417 + }, + "10": { + "Dice": 0.6715485945441344, + "FN": 30217, + "FP": 17282, + "IoU": 0.5055123520409757, + "TN": 74330641, + "TP": 48558, + "n_pred": 65840, + "n_ref": 78775 + }, + "11": { + "Dice": 0.6514373716632443, + "FN": 1119, + "FP": 239, + "IoU": 0.4830605253140464, + "TN": 74424071, + "TP": 1269, + "n_pred": 1508, + "n_ref": 2388 + }, + "12": { + "Dice": 0.4705087798289059, + "FN": 1412, + "FP": 940, + "IoU": 0.3076243744480424, + "TN": 74423301, + "TP": 1045, + "n_pred": 1985, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5191775804801657, + "FN": 62218, + "FP": 13926, + "IoU": 0.35060083750522375, + "TN": 74309445, + "TP": 41109, + "n_pred": 55035, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9225400667804765, + "FN": 17692, + "FP": 8035, + "IoU": 0.8562175152294194, + "TN": 74247768, + "TP": 153203, + "n_pred": 161238, + "n_ref": 170895 + }, + "15": { + "Dice": 0.307253629724461, + "FN": 11658, + "FP": 35960, + "IoU": 0.18151191171920658, + "TN": 74368520, + "TP": 10560, + "n_pred": 46520, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9049046400383672, + "FN": 9317, + "FP": 13684, + "IoU": 0.826324969608191, + "TN": 74294261, + "TP": 109436, + "n_pred": 123120, + "n_ref": 118753 + }, + "3": { + "Dice": 0.8964553423961377, + "FN": 7713, + "FP": 20812, + "IoU": 0.8123416992862077, + "TN": 74274693, + "TP": 123480, + "n_pred": 144292, + "n_ref": 131193 + }, + "4": { + "Dice": 0.7503383633315153, + "FN": 11888, + "FP": 471, + "IoU": 0.6004332223335812, + "TN": 74395767, + "TP": 18572, + "n_pred": 19043, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.963677526228603, + "FN": 14965, + "FP": 50815, + "IoU": 0.9299012137810505, + "TN": 73488308, + "TP": 872610, + "n_pred": 923425, + "n_ref": 887575 + }, + "7": { + "Dice": 0.7553906328352221, + "FN": 37533, + "FP": 35637, + "IoU": 0.6069298952457696, + "TN": 74240548, + "TP": 112980, + "n_pred": 148617, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9251790658312129, + "FN": 1963, + "FP": 4712, + "IoU": 0.8607750709160688, + "TN": 74378754, + "TP": 41269, + "n_pred": 45981, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8226037858101541, + "FN": 7111, + "FP": 4388, + "IoU": 0.6986635220125786, + "TN": 74388538, + "TP": 26661, + "n_pred": 31049, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9729733603766959, + "FN": 4643, + "FP": 2899, + "IoU": 0.9473691556175855, + "TN": 106503388, + "TP": 135758, + "n_pred": 138657, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8049001169115031, + "FN": 20169, + "FP": 18213, + "IoU": 0.6735002892238593, + "TN": 106529132, + "TP": 79174, + "n_pred": 97387, + "n_ref": 99343 + }, + "11": { + "Dice": 0.38824694618686034, + "FN": 3475, + "FP": 231, + "IoU": 0.24088488324457188, + "TN": 106641806, + "TP": 1176, + "n_pred": 1407, + "n_ref": 4651 + }, + "12": { + "Dice": 0.6971080669710806, + "FN": 2264, + "FP": 522, + "IoU": 0.5350467289719626, + "TN": 106640696, + "TP": 3206, + "n_pred": 3728, + "n_ref": 5470 + }, + "13": { + "Dice": 0.6984746313810312, + "FN": 16239, + "FP": 5090, + "IoU": 0.5366584841309495, + "TN": 106600655, + "TP": 24704, + "n_pred": 29794, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9301749370362807, + "FN": 1929, + "FP": 8329, + "IoU": 0.8694645220401099, + "TN": 106568104, + "TP": 68326, + "n_pred": 76655, + "n_ref": 70255 + }, + "15": { + "Dice": 0.39862458086761593, + "FN": 5578, + "FP": 57733, + "IoU": 0.2489263767290673, + "TN": 106562394, + "TP": 20983, + "n_pred": 78716, + "n_ref": 26561 + }, + "2": { + "Dice": 0.6251886561929539, + "FN": 99683, + "FP": 4621, + "IoU": 0.45474505211872823, + "TN": 106455394, + "TP": 86990, + "n_pred": 91611, + "n_ref": 186673 + }, + "3": { + "Dice": 0.7023788731754117, + "FN": 3705, + "FP": 120692, + "IoU": 0.5412819340374063, + "TN": 106375504, + "TP": 146787, + "n_pred": 267479, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8340009684377339, + "FN": 610, + "FP": 3161, + "IoU": 0.7152672908486862, + "TN": 106633444, + "TP": 9473, + "n_pred": 12634, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7773135839979745, + "FN": 1372, + "FP": 387, + "IoU": 0.6357423897287223, + "TN": 106641859, + "TP": 3070, + "n_pred": 3457, + "n_ref": 4442 + }, + "6": { + "Dice": 0.974817405236239, + "FN": 33822, + "FP": 30181, + "IoU": 0.9508719814550423, + "TN": 105343908, + "TP": 1238777, + "n_pred": 1268958, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9178177202565788, + "FN": 33142, + "FP": 21245, + "IoU": 0.8481174913288987, + "TN": 106288602, + "TP": 303699, + "n_pred": 324944, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9337544436512571, + "FN": 6284, + "FP": 2903, + "IoU": 0.8757405253334055, + "TN": 106572754, + "TP": 64747, + "n_pred": 67650, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8792993431341883, + "FN": 14806, + "FP": 4488, + "IoU": 0.7845978654043675, + "TN": 106557116, + "TP": 70278, + "n_pred": 74766, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9515352964040155, + "FN": 12754, + "FP": 1710, + "IoU": 0.907551101282166, + "TN": 107970474, + "TP": 141990, + "n_pred": 143700, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8295011625686589, + "FN": 7293, + "FP": 23065, + "IoU": 0.7086732049977928, + "TN": 108022722, + "TP": 73848, + "n_pred": 96913, + "n_ref": 81141 + }, + "11": { + "Dice": 0.5739559761365974, + "FN": 1642, + "FP": 429, + "IoU": 0.4024812463935372, + "TN": 108123462, + "TP": 1395, + "n_pred": 1824, + "n_ref": 3037 + }, + "12": { + "Dice": 0.742447516641065, + "FN": 1074, + "FP": 938, + "IoU": 0.5903908794788274, + "TN": 108122016, + "TP": 2900, + "n_pred": 3838, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7797586357427513, + "FN": 22049, + "FP": 9231, + "IoU": 0.6390199993075831, + "TN": 108040275, + "TP": 55373, + "n_pred": 64604, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7671196552867087, + "FN": 5177, + "FP": 15901, + "IoU": 0.6222174427357781, + "TN": 108071134, + "TP": 34716, + "n_pred": 50617, + "n_ref": 39893 + }, + "15": { + "Dice": 0.4303244372154798, + "FN": 4875, + "FP": 54316, + "IoU": 0.2741486504715072, + "TN": 108045381, + "TP": 22356, + "n_pred": 76672, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9336239513077809, + "FN": 20133, + "FP": 4077, + "IoU": 0.8755109911299653, + "TN": 107932453, + "TP": 170265, + "n_pred": 174342, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9426120753860799, + "FN": 9128, + "FP": 14142, + "IoU": 0.8914534140630102, + "TN": 107912550, + "TP": 191108, + "n_pred": 205250, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9270861335568241, + "FN": 3995, + "FP": 616, + "IoU": 0.8640825350036846, + "TN": 108093003, + "TP": 29314, + "n_pred": 29930, + "n_ref": 33309 + }, + "5": { + "Dice": 0.5202290076335878, + "FN": 2514, + "FP": 0, + "IoU": 0.35156048491101366, + "TN": 108123051, + "TP": 1363, + "n_pred": 1363, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9735773192621489, + "FN": 45459, + "FP": 32374, + "IoU": 0.9485150099784291, + "TN": 106615167, + "TP": 1433928, + "n_pred": 1466302, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.8319044664902137, + "FN": 22383, + "FP": 72182, + "IoU": 0.7121887231180342, + "TN": 107798362, + "TP": 234001, + "n_pred": 306183, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9354313242990331, + "FN": 2686, + "FP": 2903, + "IoU": 0.8786951425966922, + "TN": 108080854, + "TP": 40485, + "n_pred": 43388, + "n_ref": 43171 + }, + "9": { + "Dice": 0.899286638020942, + "FN": 7846, + "FP": 4225, + "IoU": 0.8170034716431939, + "TN": 108060965, + "TP": 53892, + "n_pred": 58117, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.712478238384923, + "FN": 34253, + "FP": 38580, + "IoU": 0.5533718028122374, + "TN": 62407087, + "TP": 90240, + "n_pred": 128820, + "n_ref": 124493 + }, + "10": { + "Dice": 0.7607214312639545, + "FN": 6676, + "FP": 26332, + "IoU": 0.6138421582161492, + "TN": 62484682, + "TP": 52470, + "n_pred": 78802, + "n_ref": 59146 + }, + "11": { + "Dice": 0.5923942153186931, + "FN": 946, + "FP": 576, + "IoU": 0.4208523592085236, + "TN": 62567532, + "TP": 1106, + "n_pred": 1682, + "n_ref": 2052 + }, + "12": { + "Dice": 0.6187050359712231, + "FN": 1687, + "FP": 1493, + "IoU": 0.4479166666666667, + "TN": 62564400, + "TP": 2580, + "n_pred": 4073, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7000464193779803, + "FN": 8531, + "FP": 19901, + "IoU": 0.5385164745982794, + "TN": 62508550, + "TP": 33178, + "n_pred": 53079, + "n_ref": 41709 + }, + "14": { + "Dice": 0.6909546073703199, + "FN": 166752, + "FP": 1140, + "IoU": 0.5278308997232659, + "TN": 62214584, + "TP": 187684, + "n_pred": 188824, + "n_ref": 354436 + }, + "15": { + "Dice": 0.5513323886867123, + "FN": 47177, + "FP": 24700, + "IoU": 0.3805789432863089, + "TN": 62454121, + "TP": 44162, + "n_pred": 68862, + "n_ref": 91339 + }, + "2": { + "Dice": 0.8451143313826766, + "FN": 39060, + "FP": 7840, + "IoU": 0.7317731567268319, + "TN": 62395308, + "TP": 127952, + "n_pred": 135792, + "n_ref": 167012 + }, + "3": { + "Dice": 0.8804051803066343, + "FN": 11215, + "FP": 40120, + "IoU": 0.7863605340258356, + "TN": 62329872, + "TP": 188953, + "n_pred": 229073, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8494818292124997, + "FN": 2127, + "FP": 5440, + "IoU": 0.7383471645919779, + "TN": 62541240, + "TP": 21353, + "n_pred": 26793, + "n_ref": 23480 + }, + "5": { + "Dice": 0.6546712802768166, + "FN": 3918, + "FP": 573, + "IoU": 0.48662551440329216, + "TN": 62561412, + "TP": 4257, + "n_pred": 4830, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9448003410544266, + "FN": 44728, + "FP": 120359, + "IoU": 0.8953758969165464, + "TN": 60992254, + "TP": 1412819, + "n_pred": 1533178, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.844320738765689, + "FN": 25108, + "FP": 34739, + "IoU": 0.7305839665790327, + "TN": 62348024, + "TP": 162289, + "n_pred": 197028, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8911017967269135, + "FN": 3368, + "FP": 12948, + "IoU": 0.803592064714946, + "TN": 62487088, + "TP": 66756, + "n_pred": 79704, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8218426200999928, + "FN": 4227, + "FP": 15443, + "IoU": 0.6975660757391718, + "TN": 62505121, + "TP": 45369, + "n_pred": 60812, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8815441316331162, + "FN": 46662, + "FP": 16237, + "IoU": 0.7881796292242671, + "TN": 55084303, + "TP": 234046, + "n_pred": 250283, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8398395401748293, + "FN": 6434, + "FP": 20316, + "IoU": 0.7238994684419673, + "TN": 55284363, + "TP": 70135, + "n_pred": 90451, + "n_ref": 76569 + }, + "11": { + "Dice": 0.6368879946344735, + "FN": 1953, + "FP": 754, + "IoU": 0.46723086006691594, + "TN": 55376167, + "TP": 2374, + "n_pred": 3128, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7377309998776159, + "FN": 1714, + "FP": 429, + "IoU": 0.584448322668218, + "TN": 55376091, + "TP": 3014, + "n_pred": 3443, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7216332593568466, + "FN": 14063, + "FP": 17420, + "IoU": 0.5644962720117304, + "TN": 55308957, + "TP": 40808, + "n_pred": 58228, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9256748922175256, + "FN": 7370, + "FP": 6732, + "IoU": 0.8616338625169254, + "TN": 55279330, + "TP": 87816, + "n_pred": 94548, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8198965546423469, + "FN": 5509, + "FP": 30670, + "IoU": 0.6947666815715985, + "TN": 55262719, + "TP": 82350, + "n_pred": 113020, + "n_ref": 87859 + }, + "2": { + "Dice": 0.7975362004334242, + "FN": 61226, + "FP": 6881, + "IoU": 0.663251734248377, + "TN": 55178999, + "TP": 134142, + "n_pred": 141023, + "n_ref": 195368 + }, + "3": { + "Dice": 0.8347627852046892, + "FN": 11422, + "FP": 56856, + "IoU": 0.7163887100458992, + "TN": 55140503, + "TP": 172467, + "n_pred": 229323, + "n_ref": 183889 + }, + "4": { + "Dice": 0.7694202660535392, + "FN": 2724, + "FP": 84, + "IoU": 0.6252502335513146, + "TN": 55373755, + "TP": 4685, + "n_pred": 4769, + "n_ref": 7409 + }, + "5": { + "Dice": 0.7163387132434225, + "FN": 2400, + "FP": 166, + "IoU": 0.5580434033758181, + "TN": 55375442, + "TP": 3240, + "n_pred": 3406, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9548609838761151, + "FN": 65615, + "FP": 69887, + "IoU": 0.9136210294946363, + "TN": 53812556, + "TP": 1433190, + "n_pred": 1503077, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9167214609470206, + "FN": 18407, + "FP": 10090, + "IoU": 0.8462472281122028, + "TN": 55195905, + "TP": 156846, + "n_pred": 166936, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9301340427708994, + "FN": 1601, + "FP": 5227, + "IoU": 0.8693930641366514, + "TN": 55328969, + "TP": 45451, + "n_pred": 50678, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8769194793047003, + "FN": 5916, + "FP": 6716, + "IoU": 0.7808162132148806, + "TN": 55323616, + "TP": 45000, + "n_pred": 51716, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.959451598757864, + "FN": 20709, + "FP": 1946, + "IoU": 0.9220634019643257, + "TN": 110855930, + "TP": 268030, + "n_pred": 269976, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8128065535776775, + "FN": 11431, + "FP": 21200, + "IoU": 0.6846454181726811, + "TN": 111043141, + "TP": 70843, + "n_pred": 92043, + "n_ref": 82274 + }, + "11": { + "Dice": 0.775974875686993, + "FN": 669, + "FP": 1043, + "IoU": 0.6339533889245242, + "TN": 111141938, + "TP": 2965, + "n_pred": 4008, + "n_ref": 3634 + }, + "12": { + "Dice": 0.7947675446349656, + "FN": 856, + "FP": 305, + "IoU": 0.6594309181578175, + "TN": 111143206, + "TP": 2248, + "n_pred": 2553, + "n_ref": 3104 + }, + "13": { + "Dice": 0.6710932042534276, + "FN": 15040, + "FP": 31573, + "IoU": 0.504996442490469, + "TN": 111052448, + "TP": 47554, + "n_pred": 79127, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8702402581727166, + "FN": 6869, + "FP": 3344, + "IoU": 0.7702878992352676, + "TN": 111102155, + "TP": 34247, + "n_pred": 37591, + "n_ref": 41116 + }, + "15": { + "Dice": 0.41860067286308944, + "FN": 3341, + "FP": 57835, + "IoU": 0.26470270075361485, + "TN": 111063416, + "TP": 22023, + "n_pred": 79858, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9140317975231047, + "FN": 20640, + "FP": 4801, + "IoU": 0.8416745494374192, + "TN": 110985927, + "TP": 135247, + "n_pred": 140048, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9265652234971459, + "FN": 20234, + "FP": 15324, + "IoU": 0.8631779440906555, + "TN": 110886730, + "TP": 224327, + "n_pred": 239651, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9004242836938872, + "FN": 1648, + "FP": 2154, + "IoU": 0.8188833841463414, + "TN": 111125623, + "TP": 17190, + "n_pred": 19344, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8357848518111964, + "FN": 960, + "FP": 536, + "IoU": 0.7178955308316047, + "TN": 111141312, + "TP": 3807, + "n_pred": 4343, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9769779775903641, + "FN": 24797, + "FP": 49639, + "IoU": 0.9549921274316078, + "TN": 109492771, + "TP": 1579408, + "n_pred": 1629047, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.3870306551431716, + "FN": 271448, + "FP": 68278, + "IoU": 0.23994916975779568, + "TN": 110699637, + "TP": 107252, + "n_pred": 175530, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9062993497096811, + "FN": 5081, + "FP": 10524, + "IoU": 0.8286539369516761, + "TN": 111055542, + "TP": 75468, + "n_pred": 85992, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8998572678300106, + "FN": 6994, + "FP": 3881, + "IoU": 0.8179459278479954, + "TN": 111086880, + "TP": 48860, + "n_pred": 52741, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9615884635385415, + "FN": 9881, + "FP": 5483, + "IoU": 0.9260186638674076, + "TN": 96913351, + "TP": 192310, + "n_pred": 197793, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8629177266612501, + "FN": 9614, + "FP": 10970, + "IoU": 0.7588876784856684, + "TN": 97035654, + "TP": 64787, + "n_pred": 75757, + "n_ref": 74401 + }, + "11": { + "Dice": 0.5176093916755603, + "FN": 1972, + "FP": 1644, + "IoU": 0.3491720662347012, + "TN": 97115469, + "TP": 1940, + "n_pred": 3584, + "n_ref": 3912 + }, + "12": { + "Dice": 0.6171883892999431, + "FN": 2572, + "FP": 791, + "IoU": 0.44632861376358246, + "TN": 97114951, + "TP": 2711, + "n_pred": 3502, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8184911392405063, + "FN": 10958, + "FP": 6966, + "IoU": 0.6927507413819702, + "TN": 97062688, + "TP": 40413, + "n_pred": 47379, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9179091833276856, + "FN": 14122, + "FP": 7196, + "IoU": 0.8482737023408753, + "TN": 96980522, + "TP": 119185, + "n_pred": 126381, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8733555370524563, + "FN": 5565, + "FP": 12687, + "IoU": 0.7751829133101766, + "TN": 97039839, + "TP": 62934, + "n_pred": 75621, + "n_ref": 68499 + }, + "2": { + "Dice": 0.6932195487234554, + "FN": 69266, + "FP": 17586, + "IoU": 0.5304789706995351, + "TN": 96936045, + "TP": 98128, + "n_pred": 115714, + "n_ref": 167394 + }, + "3": { + "Dice": 0.8311663341122366, + "FN": 8025, + "FP": 78028, + "IoU": 0.7111074555513778, + "TN": 96823153, + "TP": 211819, + "n_pred": 289847, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8866189989785496, + "FN": 1609, + "FP": 2387, + "IoU": 0.7963302752293578, + "TN": 97101405, + "TP": 15624, + "n_pred": 18011, + "n_ref": 17233 + }, + "5": { + "Dice": 0.5618180850497632, + "FN": 7180, + "FP": 1053, + "IoU": 0.39064465990674263, + "TN": 97107514, + "TP": 5278, + "n_pred": 6331, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9587997498499935, + "FN": 36881, + "FP": 96396, + "IoU": 0.9208600840346114, + "TN": 95436957, + "TP": 1550791, + "n_pred": 1647187, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9143093950509902, + "FN": 36640, + "FP": 17742, + "IoU": 0.842145442618002, + "TN": 96776518, + "TP": 290125, + "n_pred": 307867, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9461439685776871, + "FN": 6163, + "FP": 4532, + "IoU": 0.8977924311926605, + "TN": 97016385, + "TP": 93945, + "n_pred": 98477, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9140803057617246, + "FN": 11021, + "FP": 4850, + "IoU": 0.8417568173887033, + "TN": 97020730, + "TP": 84424, + "n_pred": 89274, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9607500084238574, + "FN": 11803, + "FP": 3340, + "IoU": 0.924464773838265, + "TN": 78855929, + "TP": 185333, + "n_pred": 188673, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8183581779594483, + "FN": 12229, + "FP": 23632, + "IoU": 0.6925602688522341, + "TN": 78939761, + "TP": 80783, + "n_pred": 104415, + "n_ref": 93012 + }, + "11": { + "Dice": 0.49980087614496216, + "FN": 1754, + "FP": 758, + "IoU": 0.33315635784443853, + "TN": 79052638, + "TP": 1255, + "n_pred": 2013, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5090343889644453, + "FN": 1694, + "FP": 833, + "IoU": 0.3414125618973156, + "TN": 79052568, + "TP": 1310, + "n_pred": 2143, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7171400712904206, + "FN": 20610, + "FP": 14782, + "IoU": 0.5590166589830171, + "TN": 78976148, + "TP": 44865, + "n_pred": 59647, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6237008972031468, + "FN": 14173, + "FP": 14431, + "IoU": 0.45317249421705635, + "TN": 79004096, + "TP": 23705, + "n_pred": 38136, + "n_ref": 37878 + }, + "15": { + "Dice": 0.5313887538486469, + "FN": 13938, + "FP": 29439, + "IoU": 0.3618307807741537, + "TN": 78988434, + "TP": 24594, + "n_pred": 54033, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9266505148394912, + "FN": 5654, + "FP": 11300, + "IoU": 0.8633259974042097, + "TN": 78932358, + "TP": 107093, + "n_pred": 118393, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9212015136014594, + "FN": 9273, + "FP": 9906, + "IoU": 0.8539143549197934, + "TN": 78925119, + "TP": 112107, + "n_pred": 122013, + "n_ref": 121380 + }, + "4": { + "Dice": 0.807752678632362, + "FN": 2564, + "FP": 253, + "IoU": 0.6775042930738409, + "TN": 79047670, + "TP": 5918, + "n_pred": 6171, + "n_ref": 8482 + }, + "5": { + "Dice": 0.6834801496319537, + "FN": 2126, + "FP": 497, + "IoU": 0.5191567369385884, + "TN": 79050950, + "TP": 2832, + "n_pred": 3329, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9722710438707237, + "FN": 46046, + "FP": 26543, + "IoU": 0.9460383869425817, + "TN": 77711208, + "TP": 1272608, + "n_pred": 1299151, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.8446785806984993, + "FN": 122502, + "FP": 6754, + "IoU": 0.7311199866866367, + "TN": 78575685, + "TP": 351464, + "n_pred": 358218, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9212026719249171, + "FN": 1394, + "FP": 3761, + "IoU": 0.8539163454998866, + "TN": 79021117, + "TP": 30133, + "n_pred": 33894, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9111217627492847, + "FN": 8563, + "FP": 3675, + "IoU": 0.8367526612064136, + "TN": 78981439, + "TP": 62728, + "n_pred": 66403, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9056897707305586, + "FN": 8430, + "FP": 38427, + "IoU": 0.8276352961949325, + "TN": 122440092, + "TP": 224991, + "n_pred": 263418, + "n_ref": 233421 + }, + "10": { + "Dice": 0.7623670602009952, + "FN": 16634, + "FP": 41818, + "IoU": 0.6159880168709843, + "TN": 122559726, + "TP": 93762, + "n_pred": 135580, + "n_ref": 110396 + }, + "11": { + "Dice": 0.10393258426966293, + "FN": 3923, + "FP": 543, + "IoU": 0.054814814814814816, + "TN": 122707215, + "TP": 259, + "n_pred": 802, + "n_ref": 4182 + }, + "12": { + "Dice": 0.22304924947277013, + "FN": 5391, + "FP": 872, + "IoU": 0.12552359676068137, + "TN": 122704778, + "TP": 899, + "n_pred": 1771, + "n_ref": 6290 + }, + "13": { + "Dice": 0.3615705425251301, + "FN": 33513, + "FP": 38129, + "IoU": 0.22068117786552666, + "TN": 122620011, + "TP": 20287, + "n_pred": 58416, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8463268102448793, + "FN": 11339, + "FP": 23653, + "IoU": 0.7335932027895362, + "TN": 122580592, + "TP": 96356, + "n_pred": 120009, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8680748456790124, + "FN": 6088, + "FP": 7590, + "IoU": 0.7669012764362038, + "TN": 122653261, + "TP": 45001, + "n_pred": 52591, + "n_ref": 51089 + }, + "2": { + "Dice": 0.7071393090991195, + "FN": 58643, + "FP": 6211, + "IoU": 0.5469570805856712, + "TN": 122568788, + "TP": 78298, + "n_pred": 84509, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7735155902367025, + "FN": 3335, + "FP": 80139, + "IoU": 0.6306770669722457, + "TN": 122485921, + "TP": 142545, + "n_pred": 222684, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7020448864717344, + "FN": 11969, + "FP": 33448, + "IoU": 0.5408853350585809, + "TN": 122613017, + "TP": 53506, + "n_pred": 86954, + "n_ref": 65475 + }, + "5": { + "Dice": 0.53593470037826, + "FN": 10479, + "FP": 1176, + "IoU": 0.3660592874626054, + "TN": 122693555, + "TP": 6730, + "n_pred": 7906, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9518411449207883, + "FN": 41645, + "FP": 127260, + "IoU": 0.9081077169823228, + "TN": 120873864, + "TP": 1669171, + "n_pred": 1796431, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.6796955760989961, + "FN": 152321, + "FP": 237780, + "IoU": 0.5148021651633574, + "TN": 121907936, + "TP": 413903, + "n_pred": 651683, + "n_ref": 566224 + }, + "8": { + "Dice": 0.867366191566156, + "FN": 7042, + "FP": 32535, + "IoU": 0.7657957806905938, + "TN": 122542955, + "TP": 129408, + "n_pred": 161943, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8812288675794024, + "FN": 11153, + "FP": 5989, + "IoU": 0.7876757292376293, + "TN": 122631205, + "TP": 63593, + "n_pred": 69582, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_004/summary_cross_val.json b/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_004/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..884ddc4c9524bf924a46f155dcd6477dff72ad18 --- /dev/null +++ b/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_004/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.5257766393981707, + "FN": 2131.8177777777773, + "FP": 1596.0444444444443, + "IoU": 0.4484514178476578, + "TN": 1722268.48, + "TP": 8800.45777777778, + "n_pred": 10396.50222222222, + "n_ref": 10932.275555555554 + }, + "mean": { + "1": { + "Dice": 0.6399537068431954, + "FN": 7751.2, + "FP": 437.23333333333335, + "IoU": 0.5567182127583918, + "TN": 1717867.7666666666, + "TP": 8740.6, + "n_pred": 9177.833333333334, + "n_ref": 16491.8 + }, + "10": { + "Dice": 0.7569399622874219, + "FN": 1599.5333333333333, + "FP": 1647.2666666666667, + "IoU": 0.6433497002508765, + "TN": 1723621.3333333333, + "TP": 7928.666666666667, + "n_pred": 9575.933333333332, + "n_ref": 9528.2 + }, + "11": { + "Dice": 0.2535213819185599, + "FN": 114.0, + "FP": 118.03333333333333, + "IoU": 0.189766448268382, + "TN": 1734511.0333333334, + "TP": 53.733333333333334, + "n_pred": 171.76666666666668, + "n_ref": 167.73333333333332 + }, + "12": { + "Dice": 0.2558422739567301, + "FN": 400.8333333333333, + "FP": 97.5, + "IoU": 0.17045185099128368, + "TN": 1734077.0333333334, + "TP": 221.43333333333334, + "n_pred": 318.93333333333334, + "n_ref": 622.2666666666667 + }, + "13": { + "Dice": 0.4048413930759252, + "FN": 3248.5666666666666, + "FP": 1606.1, + "IoU": 0.2969890905406358, + "TN": 1726555.2666666666, + "TP": 3386.866666666667, + "n_pred": 4992.966666666666, + "n_ref": 6635.433333333333 + }, + "14": { + "Dice": 0.3040511645283759, + "FN": 1922.2666666666667, + "FP": 1240.1333333333334, + "IoU": 0.2747452512492237, + "TN": 1727681.5, + "TP": 3952.9, + "n_pred": 5193.033333333334, + "n_ref": 5875.166666666667 + }, + "15": { + "Dice": 0.5364196242562504, + "FN": 1373.0, + "FP": 1245.9666666666667, + "IoU": 0.42825641983435886, + "TN": 1726081.3333333333, + "TP": 6096.5, + "n_pred": 7342.466666666666, + "n_ref": 7469.5 + }, + "2": { + "Dice": 0.5386789309965528, + "FN": 3433.3333333333335, + "FP": 544.9333333333333, + "IoU": 0.4695811821827328, + "TN": 1724667.4333333333, + "TP": 6151.1, + "n_pred": 6696.033333333334, + "n_ref": 9584.433333333332 + }, + "3": { + "Dice": 0.45587772647429936, + "FN": 847.2333333333333, + "FP": 1554.5, + "IoU": 0.3987055131137078, + "TN": 1723908.8666666667, + "TP": 8486.2, + "n_pred": 10040.7, + "n_ref": 9333.433333333332 + }, + "4": { + "Dice": 0.43273714320866025, + "FN": 386.76666666666665, + "FP": 1117.0666666666666, + "IoU": 0.3855085202652002, + "TN": 1729457.8333333333, + "TP": 3835.133333333333, + "n_pred": 4952.2, + "n_ref": 4221.9 + }, + "5": { + "Dice": 0.6427085849971846, + "FN": 338.56666666666666, + "FP": 118.93333333333334, + "IoU": 0.5173325620476471, + "TN": 1733570.2333333334, + "TP": 769.0666666666667, + "n_pred": 888.0, + "n_ref": 1107.6333333333334 + }, + "6": { + "Dice": 0.7736180087432277, + "FN": 5346.766666666666, + "FP": 8715.033333333333, + "IoU": 0.7184972698644623, + "TN": 1658746.4666666666, + "TP": 61988.53333333333, + "n_pred": 70703.56666666667, + "n_ref": 67335.3 + }, + "7": { + "Dice": 0.4447645693943272, + "FN": 3889.6, + "FP": 4302.966666666666, + "IoU": 0.3783416646803511, + "TN": 1716411.1333333333, + "TP": 10193.1, + "n_pred": 14496.066666666668, + "n_ref": 14082.7 + }, + "8": { + "Dice": 0.7758850089678098, + "FN": 617.6666666666666, + "FP": 504.8, + "IoU": 0.7261637591109799, + "TN": 1726970.2333333334, + "TP": 6704.1, + "n_pred": 7208.9, + "n_ref": 7321.766666666666 + }, + "9": { + "Dice": 0.6708101113240391, + "FN": 707.9333333333333, + "FP": 690.2, + "IoU": 0.5723638225566338, + "TN": 1729899.7333333334, + "TP": 3498.9333333333334, + "n_pred": 4189.133333333333, + "n_ref": 4206.866666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7443136776632722, + "FN": 3609, + "FP": 584, + "IoU": 0.5927544677544677, + "TN": 1742024, + "TP": 6103, + "n_pred": 6687, + "n_ref": 9712 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 864, + "IoU": 0.0, + "TN": 1751456, + "TP": 0, + "n_pred": 864, + "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": 0.0, + "FN": 0, + "FP": 291, + "IoU": 0.0, + "TN": 1752029, + "TP": 0, + "n_pred": 291, + "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": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 1752271, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "6": { + "Dice": 0.9547902192290753, + "FN": 918, + "FP": 5446, + "IoU": 0.9134914701284578, + "TN": 1678755, + "TP": 67201, + "n_pred": 72647, + "n_ref": 68119 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8581598013882555, + "FN": 10062, + "FP": 1136, + "IoU": 0.7515585827435494, + "TN": 1707247, + "TP": 33875, + "n_pred": 35011, + "n_ref": 43937 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0021.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": 0.9154299861647127, + "FN": 908, + "FP": 4899, + "IoU": 0.8440487700075197, + "TN": 1715084, + "TP": 31429, + "n_pred": 36328, + "n_ref": 32337 + }, + "15": { + "Dice": 0.83356226265416, + "FN": 22101, + "FP": 558, + "IoU": 0.7146221662468514, + "TN": 1672920, + "TP": 56741, + "n_pred": 57299, + "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": 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": 0.9428056743976582, + "FN": 204, + "FP": 304, + "IoU": 0.8917997870074548, + "TN": 1747625, + "TP": 4187, + "n_pred": 4491, + "n_ref": 4391 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8301732486818035, + "FN": 3820, + "FP": 4071, + "IoU": 0.7096548679078667, + "TN": 1725142, + "TP": 19287, + "n_pred": 23358, + "n_ref": 23107 + }, + "11": { + "Dice": 0.5498652291105122, + "FN": 325, + "FP": 176, + "IoU": 0.379182156133829, + "TN": 1751513, + "TP": 306, + "n_pred": 482, + "n_ref": 631 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7435783764049338, + "FN": 16016, + "FP": 3650, + "IoU": 0.5918223329182233, + "TN": 1704140, + "TP": 28514, + "n_pred": 32164, + "n_ref": 44530 + }, + "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": 0.8684834643594361, + "FN": 9342, + "FP": 2636, + "IoU": 0.7675393483028315, + "TN": 1700793, + "TP": 39549, + "n_pred": 42185, + "n_ref": 48891 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3097, + "IoU": 0.0, + "TN": 1749223, + "TP": 0, + "n_pred": 3097, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 62, + "FP": 2593, + "IoU": 0.0, + "TN": 1749665, + "TP": 0, + "n_pred": 2593, + "n_ref": 62 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9465411314130695, + "FN": 3189, + "FP": 3511, + "IoU": 0.8985079148678331, + "TN": 1686305, + "TP": 59315, + "n_pred": 62826, + "n_ref": 62504 + }, + "7": { + "Dice": 0.30526725480020755, + "FN": 31122, + "FP": 1008, + "IoU": 0.1801270764755416, + "TN": 1713131, + "TP": 7059, + "n_pred": 8067, + "n_ref": 38181 + }, + "8": { + "Dice": 0.0, + "FN": 12, + "FP": 22, + "IoU": 0.0, + "TN": 1752286, + "TP": 0, + "n_pred": 22, + "n_ref": 12 + }, + "9": { + "Dice": 0.6120396793042533, + "FN": 1947, + "FP": 908, + "IoU": 0.4409633835911494, + "TN": 1747213, + "TP": 2252, + "n_pred": 3160, + "n_ref": 4199 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6901276105604559, + "FN": 30469, + "FP": 200, + "IoU": 0.526866293330865, + "TN": 1337035, + "TP": 34152, + "n_pred": 34352, + "n_ref": 64621 + }, + "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": 327, + "IoU": 0.0, + "TN": 1401529, + "TP": 0, + "n_pred": 327, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5955152399378351, + "FN": 24899, + "FP": 607, + "IoU": 0.42400975565692606, + "TN": 1357574, + "TP": 18776, + "n_pred": 19383, + "n_ref": 43675 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1401854, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1119, + "IoU": 0.0, + "TN": 1400737, + "TP": 0, + "n_pred": 1119, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8946186684786622, + "FN": 4128, + "FP": 10140, + "IoU": 0.8093303577394395, + "TN": 1327025, + "TP": 60563, + "n_pred": 70703, + "n_ref": 64691 + }, + "7": { + "Dice": 0.3886685552407932, + "FN": 7, + "FP": 1072, + "IoU": 0.24120956399437413, + "TN": 1400434, + "TP": 343, + "n_pred": 1415, + "n_ref": 350 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0058.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": 0.49211841599384853, + "FN": 774, + "FP": 1868, + "IoU": 0.3263640999490056, + "TN": 1923630, + "TP": 1280, + "n_pred": 3148, + "n_ref": 2054 + }, + "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": 0.938671209540034, + "FN": 74, + "FP": 430, + "IoU": 0.884430176565008, + "TN": 1923191, + "TP": 3857, + "n_pred": 4287, + "n_ref": 3931 + }, + "3": { + "Dice": 0.7010309278350515, + "FN": 20, + "FP": 9, + "IoU": 0.5396825396825397, + "TN": 1927489, + "TP": 34, + "n_pred": 43, + "n_ref": 54 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2700, + "IoU": 0.0, + "TN": 1924852, + "TP": 0, + "n_pred": 2700, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9659573922190768, + "FN": 15304, + "FP": 618, + "IoU": 0.9341562764923599, + "TN": 1685737, + "TP": 225893, + "n_pred": 226511, + "n_ref": 241197 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 192, + "IoU": 0.0, + "TN": 1927360, + "TP": 0, + "n_pred": 192, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8303668382040508, + "FN": 934, + "FP": 2659, + "IoU": 0.7099378380560265, + "TN": 1915165, + "TP": 8794, + "n_pred": 11453, + "n_ref": 9728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1927546, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "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": 0.8804723452287923, + "FN": 13027, + "FP": 739, + "IoU": 0.7864677049078612, + "TN": 1863084, + "TP": 50702, + "n_pred": 51441, + "n_ref": 63729 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4767, + "IoU": 0.0, + "TN": 1922785, + "TP": 0, + "n_pred": 4767, + "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": 0.9313244269921892, + "FN": 911, + "FP": 698, + "IoU": 0.8714753574566658, + "TN": 1915033, + "TP": 10910, + "n_pred": 11608, + "n_ref": 11821 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 291, + "IoU": 0.0, + "TN": 1927261, + "TP": 0, + "n_pred": 291, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9459602034141503, + "FN": 2181, + "FP": 2941, + "IoU": 0.8974615631005766, + "TN": 1702368, + "TP": 44830, + "n_pred": 47771, + "n_ref": 47011 + }, + "10": { + "Dice": 0.8634010721472128, + "FN": 6167, + "FP": 2726, + "IoU": 0.7596356559814044, + "TN": 1715322, + "TP": 28105, + "n_pred": 30831, + "n_ref": 34272 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.17943292424883622, + "FN": 1645, + "FP": 294, + "IoU": 0.09855880985588099, + "TN": 1750169, + "TP": 212, + "n_pred": 506, + "n_ref": 1857 + }, + "13": { + "Dice": 0.0, + "FN": 765, + "FP": 210, + "IoU": 0.0, + "TN": 1751345, + "TP": 0, + "n_pred": 210, + "n_ref": 765 + }, + "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": 0.8085106382978723, + "FN": 0, + "FP": 18, + "IoU": 0.6785714285714286, + "TN": 1752264, + "TP": 38, + "n_pred": 56, + "n_ref": 38 + }, + "4": { + "Dice": 0.8260409477800782, + "FN": 718, + "FP": 3063, + "IoU": 0.703636933688666, + "TN": 1739562, + "TP": 8977, + "n_pred": 12040, + "n_ref": 9695 + }, + "5": { + "Dice": 0.6471163245356794, + "FN": 176, + "FP": 185, + "IoU": 0.47832369942196534, + "TN": 1751628, + "TP": 331, + "n_pred": 516, + "n_ref": 507 + }, + "6": { + "Dice": 0.9094729689770804, + "FN": 7851, + "FP": 6538, + "IoU": 0.8339756311441362, + "TN": 1665652, + "TP": 72279, + "n_pred": 78817, + "n_ref": 80130 + }, + "7": { + "Dice": 0.48484575139815983, + "FN": 4738, + "FP": 6684, + "IoU": 0.319997618622373, + "TN": 1735523, + "TP": 5375, + "n_pred": 12059, + "n_ref": 10113 + }, + "8": { + "Dice": 0.9314215196568137, + "FN": 869, + "FP": 2632, + "IoU": 0.8716454025516938, + "TN": 1725044, + "TP": 23775, + "n_pred": 26407, + "n_ref": 24644 + }, + "9": { + "Dice": 0.0, + "FN": 144, + "FP": 0, + "IoU": 0.0, + "TN": 1752176, + "TP": 0, + "n_pred": 0, + "n_ref": 144 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9772667095358778, + "FN": 498, + "FP": 103, + "IoU": 0.9555440491160588, + "TN": 1738801, + "TP": 12918, + "n_pred": 13021, + "n_ref": 13416 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 1752309, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "11": { + "Dice": 0.7272727272727273, + "FN": 0, + "FP": 6, + "IoU": 0.5714285714285714, + "TN": 1752306, + "TP": 8, + "n_pred": 14, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2423112767940354, + "FN": 93, + "FP": 720, + "IoU": 0.1378579003181336, + "TN": 1751377, + "TP": 130, + "n_pred": 850, + "n_ref": 223 + }, + "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": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 1752255, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "5": { + "Dice": 0.7515151515151515, + "FN": 21, + "FP": 102, + "IoU": 0.6019417475728155, + "TN": 1752011, + "TP": 186, + "n_pred": 288, + "n_ref": 207 + }, + "6": { + "Dice": 0.9746499904658826, + "FN": 1978, + "FP": 7461, + "IoU": 0.9505534514099522, + "TN": 1561427, + "TP": 181454, + "n_pred": 188915, + "n_ref": 183432 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.6379878416631862, + "FN": 4394, + "FP": 3407, + "IoU": 0.46841567291311753, + "TN": 1737645, + "TP": 6874, + "n_pred": 10281, + "n_ref": 11268 + }, + "9": { + "Dice": 0.7670350069173248, + "FN": 12227, + "FP": 1076, + "IoU": 0.6221060705053546, + "TN": 1717117, + "TP": 21900, + "n_pred": 22976, + "n_ref": 34127 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5323168710639709, + "FN": 2822, + "FP": 0, + "IoU": 0.3626919602529359, + "TN": 1747892, + "TP": 1606, + "n_pred": 1606, + "n_ref": 4428 + }, + "10": { + "Dice": 0.837939288434338, + "FN": 3500, + "FP": 2458, + "IoU": 0.7210804737605917, + "TN": 1730959, + "TP": 15403, + "n_pred": 17861, + "n_ref": 18903 + }, + "11": { + "Dice": 0.0, + "FN": 860, + "FP": 10, + "IoU": 0.0, + "TN": 1751450, + "TP": 0, + "n_pred": 10, + "n_ref": 860 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4198966969052476, + "FN": 11017, + "FP": 15713, + "IoU": 0.2657400285682892, + "TN": 1715916, + "TP": 9674, + "n_pred": 25387, + "n_ref": 20691 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.4857142857142857, + "FN": 108, + "FP": 0, + "IoU": 0.32075471698113206, + "TN": 1752161, + "TP": 51, + "n_pred": 51, + "n_ref": 159 + }, + "2": { + "Dice": 0.9574623893521076, + "FN": 1680, + "FP": 1631, + "IoU": 0.9183960171538423, + "TN": 1711746, + "TP": 37263, + "n_pred": 38894, + "n_ref": 38943 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 812, + "IoU": 0.0, + "TN": 1751508, + "TP": 0, + "n_pred": 812, + "n_ref": 0 + }, + "4": { + "Dice": 0.894520322527563, + "FN": 385, + "FP": 256, + "IoU": 0.8091693956534683, + "TN": 1748961, + "TP": 2718, + "n_pred": 2974, + "n_ref": 3103 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.917875422091023, + "FN": 1896, + "FP": 1971, + "IoU": 0.8482160379950544, + "TN": 1726843, + "TP": 21610, + "n_pred": 23581, + "n_ref": 23506 + }, + "7": { + "Dice": 0.7656815694198872, + "FN": 7591, + "FP": 758, + "IoU": 0.6203274215552523, + "TN": 1730330, + "TP": 13641, + "n_pred": 14399, + "n_ref": 21232 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8889919604205319, + "FN": 414, + "FP": 1022, + "IoU": 0.8001669913721124, + "TN": 1745134, + "TP": 5750, + "n_pred": 6772, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8004292908445472, + "FN": 7349, + "FP": 4738, + "IoU": 0.6672631173264328, + "TN": 1715994, + "TP": 24239, + "n_pred": 28977, + "n_ref": 31588 + }, + "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": 0.7771697675189865, + "FN": 6114, + "FP": 605, + "IoU": 0.6355500108483402, + "TN": 1733884, + "TP": 11717, + "n_pred": 12322, + "n_ref": 17831 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.4083135209755349, + "FN": 236, + "FP": 7479, + "IoU": 0.25652886190613855, + "TN": 1741943, + "TP": 2662, + "n_pred": 10141, + "n_ref": 2898 + }, + "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": 0.9323890091153518, + "FN": 2050, + "FP": 12, + "IoU": 0.8733415233415234, + "TN": 1736040, + "TP": 14218, + "n_pred": 14230, + "n_ref": 16268 + }, + "7": { + "Dice": 0.8882299620519596, + "FN": 6840, + "FP": 435, + "IoU": 0.7989331711900945, + "TN": 1716138, + "TP": 28907, + "n_pred": 29342, + "n_ref": 35747 + }, + "8": { + "Dice": 0.9260004471272076, + "FN": 207, + "FP": 124, + "IoU": 0.8621981681931724, + "TN": 1749918, + "TP": 2071, + "n_pred": 2195, + "n_ref": 2278 + }, + "9": { + "Dice": 0.9329855537720706, + "FN": 1922, + "FP": 750, + "IoU": 0.874388867995487, + "TN": 1731048, + "TP": 18600, + "n_pred": 19350, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 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": 0.6306478603872818, + "FN": 1462, + "FP": 83, + "IoU": 0.46054469273743015, + "TN": 1574224, + "TP": 1319, + "n_pred": 1402, + "n_ref": 2781 + }, + "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": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 1577013, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 127101, + "FP": 0, + "IoU": 0.0, + "TN": 1274755, + "TP": 0, + "n_pred": 0, + "n_ref": 127101 + }, + "10": { + "Dice": 0.9080645161290323, + "FN": 168, + "FP": 60, + "IoU": 0.8316100443131462, + "TN": 1400502, + "TP": 1126, + "n_pred": 1186, + "n_ref": 1294 + }, + "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": 0.8987041939529051, + "FN": 529, + "FP": 198, + "IoU": 0.8160425101214575, + "TN": 1397904, + "TP": 3225, + "n_pred": 3423, + "n_ref": 3754 + }, + "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": 0.9092311343141908, + "FN": 295, + "FP": 1235, + "IoU": 0.8335690199064506, + "TN": 1392663, + "TP": 7663, + "n_pred": 8898, + "n_ref": 7958 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4013256924375678, + "FN": 2618, + "FP": 131415, + "IoU": 0.2510365560634339, + "TN": 1222898, + "TP": 44925, + "n_pred": 176340, + "n_ref": 47543 + }, + "7": { + "Dice": 0.9465831617979824, + "FN": 1599, + "FP": 2060, + "IoU": 0.8985836636270407, + "TN": 1365777, + "TP": 32420, + "n_pred": 34480, + "n_ref": 34019 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8681218735788995, + "FN": 1074, + "FP": 666, + "IoU": 0.7669746886299719, + "TN": 1744853, + "TP": 5727, + "n_pred": 6393, + "n_ref": 6801 + }, + "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": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1752319, + "TP": 0, + "n_pred": 1, + "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": 0.44219279549980783, + "FN": 31481, + "FP": 449, + "IoU": 0.2838559188983089, + "TN": 1707734, + "TP": 12656, + "n_pred": 13105, + "n_ref": 44137 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1423, + "IoU": 0.0, + "TN": 1750897, + "TP": 0, + "n_pred": 1423, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1417, + "IoU": 0.0, + "TN": 1750903, + "TP": 0, + "n_pred": 1417, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.970879487521687, + "FN": 812, + "FP": 5734, + "IoU": 0.9434069924266003, + "TN": 1636652, + "TP": 109122, + "n_pred": 114856, + "n_ref": 109934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 155, + "IoU": 0.0, + "TN": 1752165, + "TP": 0, + "n_pred": 155, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7225201072386059, + "FN": 1606, + "FP": 878, + "IoU": 0.565582371458552, + "TN": 1571370, + "TP": 3234, + "n_pred": 4112, + "n_ref": 4840 + }, + "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": 0.6296205530368011, + "FN": 11028, + "FP": 7108, + "IoU": 0.45944979285267207, + "TN": 1543537, + "TP": 15415, + "n_pred": 22523, + "n_ref": 26443 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 680, + "IoU": 0.0, + "TN": 1576408, + "TP": 0, + "n_pred": 680, + "n_ref": 0 + }, + "15": { + "Dice": 0.6687673304764306, + "FN": 340, + "FP": 7544, + "IoU": 0.5023669759515244, + "TN": 1561245, + "TP": 7959, + "n_pred": 15503, + "n_ref": 8299 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9231199377899713, + "FN": 6553, + "FP": 2246, + "IoU": 0.8572170385395538, + "TN": 1515463, + "TP": 52826, + "n_pred": 55072, + "n_ref": 59379 + }, + "4": { + "Dice": 0.7760177300828182, + "FN": 2435, + "FP": 7166, + "IoU": 0.6340105973392293, + "TN": 1550855, + "TP": 16632, + "n_pred": 23798, + "n_ref": 19067 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9613401960359622, + "FN": 1712, + "FP": 8105, + "IoU": 0.9255582938388626, + "TN": 1445213, + "TP": 122058, + "n_pred": 130163, + "n_ref": 123770 + }, + "7": { + "Dice": 0.8578978940030155, + "FN": 7202, + "FP": 1563, + "IoU": 0.7511569145160832, + "TN": 1541865, + "TP": 26458, + "n_pred": 28021, + "n_ref": 33660 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 196, + "IoU": 0.0, + "TN": 1401660, + "TP": 0, + "n_pred": 196, + "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": 102, + "IoU": 0.0, + "TN": 1401754, + "TP": 0, + "n_pred": 102, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8947368421052632, + "FN": 0, + "FP": 20, + "IoU": 0.8095238095238095, + "TN": 1401751, + "TP": 85, + "n_pred": 105, + "n_ref": 85 + }, + "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": 9, + "IoU": 0.0, + "TN": 1401847, + "TP": 0, + "n_pred": 9, + "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": 4741, + "IoU": 0.0, + "TN": 1397115, + "TP": 0, + "n_pred": 4741, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4649, + "IoU": 0.0, + "TN": 1397207, + "TP": 0, + "n_pred": 4649, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6651926608776279, + "FN": 37110, + "FP": 444, + "IoU": 0.4983435746727224, + "TN": 1502228, + "TP": 37306, + "n_pred": 37750, + "n_ref": 74416 + }, + "10": { + "Dice": 0.5875537901357166, + "FN": 4505, + "FP": 479, + "IoU": 0.4159831263182564, + "TN": 1568554, + "TP": 3550, + "n_pred": 4029, + "n_ref": 8055 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.46012781328146707, + "FN": 3516, + "FP": 370, + "IoU": 0.29880909418982315, + "TN": 1571546, + "TP": 1656, + "n_pred": 2026, + "n_ref": 5172 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1530, + "IoU": 0.0, + "TN": 1575558, + "TP": 0, + "n_pred": 1530, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 11425, + "IoU": 0.0, + "TN": 1565663, + "TP": 0, + "n_pred": 11425, + "n_ref": 0 + }, + "15": { + "Dice": 0.22744128553770088, + "FN": 5020, + "FP": 605, + "IoU": 0.12831241283124128, + "TN": 1570635, + "TP": 828, + "n_pred": 1433, + "n_ref": 5848 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 169, + "IoU": 0.0, + "TN": 1576919, + "TP": 0, + "n_pred": 169, + "n_ref": 0 + }, + "3": { + "Dice": 0.9280347465268015, + "FN": 5458, + "FP": 9388, + "IoU": 0.8657321154020078, + "TN": 1466518, + "TP": 95724, + "n_pred": 105112, + "n_ref": 101182 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 170, + "IoU": 0.0, + "TN": 1576918, + "TP": 0, + "n_pred": 170, + "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": 26241, + "IoU": 0.0, + "TN": 1550847, + "TP": 0, + "n_pred": 26241, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 392, + "IoU": 0.0, + "TN": 1576696, + "TP": 0, + "n_pred": 392, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8491496298199689, + "FN": 1994, + "FP": 7399, + "IoU": 0.7378453809656712, + "TN": 1541258, + "TP": 26437, + "n_pred": 33836, + "n_ref": 28431 + }, + "11": { + "Dice": 0.0, + "FN": 1452, + "FP": 94, + "IoU": 0.0, + "TN": 1575542, + "TP": 0, + "n_pred": 94, + "n_ref": 1452 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 1577073, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "13": { + "Dice": 0.2992534660504799, + "FN": 8179, + "FP": 11533, + "IoU": 0.1759541825174533, + "TN": 1553167, + "TP": 4209, + "n_pred": 15742, + "n_ref": 12388 + }, + "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": 0.19572553430821146, + "FN": 21852, + "FP": 313, + "IoU": 0.1084788029925187, + "TN": 1552226, + "TP": 2697, + "n_pred": 3010, + "n_ref": 24549 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7382, + "IoU": 0.0, + "TN": 1569706, + "TP": 0, + "n_pred": 7382, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 27, + "FP": 1443, + "IoU": 0.0, + "TN": 1575618, + "TP": 0, + "n_pred": 1443, + "n_ref": 27 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8293178308238838, + "FN": 82961, + "FP": 6117, + "IoU": 0.7084056225162528, + "TN": 1271602, + "TP": 216408, + "n_pred": 222525, + "n_ref": 299369 + }, + "7": { + "Dice": 0.04696824578206734, + "FN": 33339, + "FP": 18403, + "IoU": 0.02404888997868608, + "TN": 1524071, + "TP": 1275, + "n_pred": 19678, + "n_ref": 34614 + }, + "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": 78, + "IoU": 0.0, + "TN": 1577010, + "TP": 0, + "n_pred": 78, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.656089287668235, + "FN": 1267, + "FP": 1876, + "IoU": 0.4881941051945937, + "TN": 1921411, + "TP": 2998, + "n_pred": 4874, + "n_ref": 4265 + }, + "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": 0.5409739036857681, + "FN": 7839, + "FP": 692, + "IoU": 0.37077740079657767, + "TN": 1913994, + "TP": 5027, + "n_pred": 5719, + "n_ref": 12866 + }, + "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": 4920, + "IoU": 0.0, + "TN": 1922632, + "TP": 0, + "n_pred": 4920, + "n_ref": 0 + }, + "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": 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": 0.6352765321375187, + "FN": 38, + "FP": 450, + "IoU": 0.4654983570646221, + "TN": 1926639, + "TP": 425, + "n_pred": 875, + "n_ref": 463 + }, + "7": { + "Dice": 0.02029955018042214, + "FN": 128, + "FP": 59331, + "IoU": 0.010253849354972951, + "TN": 1867477, + "TP": 616, + "n_pred": 59947, + "n_ref": 744 + }, + "8": { + "Dice": 0.9569391113549095, + "FN": 69, + "FP": 559, + "IoU": 0.9174336050486458, + "TN": 1919946, + "TP": 6978, + "n_pred": 7537, + "n_ref": 7047 + }, + "9": { + "Dice": 0.7706422018348624, + "FN": 85, + "FP": 15, + "IoU": 0.6268656716417911, + "TN": 1927284, + "TP": 168, + "n_pred": 183, + "n_ref": 253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4528920616502283, + "FN": 21207, + "FP": 482, + "IoU": 0.2927346246657536, + "TN": 1896886, + "TP": 8977, + "n_pred": 9459, + "n_ref": 30184 + }, + "10": { + "Dice": 0.8595201238390093, + "FN": 1511, + "FP": 4297, + "IoU": 0.7536477774007465, + "TN": 1903976, + "TP": 17768, + "n_pred": 22065, + "n_ref": 19279 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 324, + "IoU": 0.0, + "TN": 1927228, + "TP": 0, + "n_pred": 324, + "n_ref": 0 + }, + "12": { + "Dice": 0.537379718726869, + "FN": 2324, + "FP": 176, + "IoU": 0.3674089068825911, + "TN": 1923600, + "TP": 1452, + "n_pred": 1628, + "n_ref": 3776 + }, + "13": { + "Dice": 0.6171658696199346, + "FN": 548, + "FP": 2494, + "IoU": 0.446305060065526, + "TN": 1922058, + "TP": 2452, + "n_pred": 4946, + "n_ref": 3000 + }, + "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": 5708, + "IoU": 0.0, + "TN": 1921844, + "TP": 0, + "n_pred": 5708, + "n_ref": 0 + }, + "3": { + "Dice": 0.7609203798392987, + "FN": 6425, + "FP": 121, + "IoU": 0.6141012792548488, + "TN": 1910589, + "TP": 10417, + "n_pred": 10538, + "n_ref": 16842 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8245505269683819, + "FN": 932, + "FP": 483, + "IoU": 0.7014767932489452, + "TN": 1922812, + "TP": 3325, + "n_pred": 3808, + "n_ref": 4257 + }, + "6": { + "Dice": 0.7253137842941242, + "FN": 9477, + "FP": 20199, + "IoU": 0.5690135935866155, + "TN": 1858696, + "TP": 39180, + "n_pred": 59379, + "n_ref": 48657 + }, + "7": { + "Dice": 0.9060653596577912, + "FN": 9520, + "FP": 4073, + "IoU": 0.8282627921667719, + "TN": 1848402, + "TP": 65557, + "n_pred": 69630, + "n_ref": 75077 + }, + "8": { + "Dice": 0.9590195752232019, + "FN": 131, + "FP": 608, + "IoU": 0.9212657148945238, + "TN": 1918166, + "TP": 8647, + "n_pred": 9255, + "n_ref": 8778 + }, + "9": { + "Dice": 0.8443024980038781, + "FN": 817, + "FP": 4643, + "IoU": 0.7305566521910778, + "TN": 1907288, + "TP": 14804, + "n_pred": 19447, + "n_ref": 15621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.03364670954972786, + "FN": 1651, + "FP": 302, + "IoU": 0.017111222949169603, + "TN": 2100797, + "TP": 34, + "n_pred": 336, + "n_ref": 1685 + }, + "10": { + "Dice": 0.6081178498667921, + "FN": 6025, + "FP": 6478, + "IoU": 0.43690326067375246, + "TN": 2080580, + "TP": 9701, + "n_pred": 16179, + "n_ref": 15726 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0966183574879227, + "FN": 437, + "FP": 124, + "IoU": 0.050761421319796954, + "TN": 2102193, + "TP": 30, + "n_pred": 154, + "n_ref": 467 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 182, + "IoU": 0.0, + "TN": 2102602, + "TP": 0, + "n_pred": 182, + "n_ref": 0 + }, + "14": { + "Dice": 0.061836262814347974, + "FN": 45849, + "FP": 0, + "IoU": 0.03190456081081081, + "TN": 2055424, + "TP": 1511, + "n_pred": 1511, + "n_ref": 47360 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8355251306070978, + "FN": 67, + "FP": 846, + "IoU": 0.7175123762376238, + "TN": 2099552, + "TP": 2319, + "n_pred": 3165, + "n_ref": 2386 + }, + "3": { + "Dice": 0.7447591081780617, + "FN": 2689, + "FP": 14174, + "IoU": 0.5933196671891957, + "TN": 2061319, + "TP": 24602, + "n_pred": 38776, + "n_ref": 27291 + }, + "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": 0.8423168018373646, + "FN": 1996, + "FP": 2398, + "IoU": 0.727588344699318, + "TN": 2086654, + "TP": 11736, + "n_pred": 14134, + "n_ref": 13732 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 14933, + "IoU": 0.0, + "TN": 2087851, + "TP": 0, + "n_pred": 14933, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 365, + "IoU": 0.0, + "TN": 2102419, + "TP": 0, + "n_pred": 365, + "n_ref": 0 + }, + "9": { + "Dice": 0.3356149260322367, + "FN": 33, + "FP": 2976, + "IoU": 0.20164499867338817, + "TN": 2099015, + "TP": 760, + "n_pred": 3736, + "n_ref": 793 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8369744571315425, + "FN": 1131, + "FP": 3809, + "IoU": 0.7196526871346689, + "TN": 1734699, + "TP": 12681, + "n_pred": 16490, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.36976047904191617, + "FN": 2525, + "FP": 1, + "IoU": 0.22681359044995408, + "TN": 1749053, + "TP": 741, + "n_pred": 742, + "n_ref": 3266 + }, + "13": { + "Dice": 0.0, + "FN": 67, + "FP": 2, + "IoU": 0.0, + "TN": 1752251, + "TP": 0, + "n_pred": 2, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9536610723303134, + "FN": 339, + "FP": 1533, + "IoU": 0.9114265436479773, + "TN": 1731185, + "TP": 19263, + "n_pred": 20796, + "n_ref": 19602 + }, + "4": { + "Dice": 0.9459744559308005, + "FN": 1612, + "FP": 1717, + "IoU": 0.8974872205456673, + "TN": 1719846, + "TP": 29145, + "n_pred": 30862, + "n_ref": 30757 + }, + "5": { + "Dice": 0.8569219668075456, + "FN": 1028, + "FP": 1748, + "IoU": 0.7496618270358012, + "TN": 1741231, + "TP": 8313, + "n_pred": 10061, + "n_ref": 9341 + }, + "6": { + "Dice": 0.953157961621553, + "FN": 5588, + "FP": 1784, + "IoU": 0.9105079149266777, + "TN": 1669944, + "TP": 75004, + "n_pred": 76788, + "n_ref": 80592 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9606047113203147, + "FN": 605, + "FP": 3111, + "IoU": 0.9241957528406193, + "TN": 1703299, + "TP": 45305, + "n_pred": 48416, + "n_ref": 45910 + }, + "9": { + "Dice": 0.716323296354992, + "FN": 172, + "FP": 7, + "IoU": 0.5580246913580247, + "TN": 1751915, + "TP": 226, + "n_pred": 233, + "n_ref": 398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8825942327707598, + "FN": 784, + "FP": 4969, + "IoU": 0.7898601015450926, + "TN": 1900175, + "TP": 21624, + "n_pred": 26593, + "n_ref": 22408 + }, + "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": 0.6052631578947368, + "FN": 6827, + "FP": 1753, + "IoU": 0.4339622641509434, + "TN": 1912394, + "TP": 6578, + "n_pred": 8331, + "n_ref": 13405 + }, + "14": { + "Dice": 0.8114894980627494, + "FN": 4581, + "FP": 1890, + "IoU": 0.682778567576842, + "TN": 1907153, + "TP": 13928, + "n_pred": 15818, + "n_ref": 18509 + }, + "15": { + "Dice": 0.7911231438181967, + "FN": 2378, + "FP": 7806, + "IoU": 0.6544282321004411, + "TN": 1898082, + "TP": 19286, + "n_pred": 27092, + "n_ref": 21664 + }, + "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": 0.6644733110216121, + "FN": 978, + "FP": 4937, + "IoU": 0.4975365273530411, + "TN": 1915780, + "TP": 5857, + "n_pred": 10794, + "n_ref": 6835 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9461183753395237, + "FN": 581, + "FP": 2831, + "IoU": 0.8977463438024454, + "TN": 1894184, + "TP": 29956, + "n_pred": 32787, + "n_ref": 30537 + }, + "7": { + "Dice": 0.8342976298863403, + "FN": 10502, + "FP": 782, + "IoU": 0.7157038119472928, + "TN": 1887861, + "TP": 28407, + "n_pred": 29189, + "n_ref": 38909 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9181514155567088, + "FN": 2808, + "FP": 2870, + "IoU": 0.8486875416389074, + "TN": 1714795, + "TP": 31847, + "n_pred": 34717, + "n_ref": 34655 + }, + "11": { + "Dice": 0.7659574468085106, + "FN": 3, + "FP": 8, + "IoU": 0.6206896551724138, + "TN": 1752291, + "TP": 18, + "n_pred": 26, + "n_ref": 21 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4910956093557653, + "FN": 11810, + "FP": 592, + "IoU": 0.32546502773849667, + "TN": 1733934, + "TP": 5984, + "n_pred": 6576, + "n_ref": 17794 + }, + "14": { + "Dice": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 1752236, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "15": { + "Dice": 0.3, + "FN": 126, + "FP": 0, + "IoU": 0.17647058823529413, + "TN": 1752167, + "TP": 27, + "n_pred": 27, + "n_ref": 153 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.5018450184501845, + "FN": 270, + "FP": 0, + "IoU": 0.33497536945812806, + "TN": 1751914, + "TP": 136, + "n_pred": 136, + "n_ref": 406 + }, + "4": { + "Dice": 0.869986778316439, + "FN": 215, + "FP": 80, + "IoU": 0.7698907956318253, + "TN": 1751038, + "TP": 987, + "n_pred": 1067, + "n_ref": 1202 + }, + "5": { + "Dice": 0.6857266156003884, + "FN": 2818, + "FP": 95, + "IoU": 0.5217534066655721, + "TN": 1746229, + "TP": 3178, + "n_pred": 3273, + "n_ref": 5996 + }, + "6": { + "Dice": 0.9505826462640068, + "FN": 7152, + "FP": 1461, + "IoU": 0.9058194462668941, + "TN": 1660868, + "TP": 82839, + "n_pred": 84300, + "n_ref": 89991 + }, + "7": { + "Dice": 0.7169058110194705, + "FN": 782, + "FP": 6735, + "IoU": 0.558732022307015, + "TN": 1735285, + "TP": 9518, + "n_pred": 16253, + "n_ref": 10300 + }, + "8": { + "Dice": 0.9703758290346353, + "FN": 219, + "FP": 183, + "IoU": 0.9424563412539364, + "TN": 1745334, + "TP": 6584, + "n_pred": 6767, + "n_ref": 6803 + }, + "9": { + "Dice": 0.8885044388800364, + "FN": 1242, + "FP": 1207, + "IoU": 0.7993774064061604, + "TN": 1740113, + "TP": 9758, + "n_pred": 10965, + "n_ref": 11000 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0263.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": 0.0, + "FN": 0, + "FP": 978, + "IoU": 0.0, + "TN": 1751342, + "TP": 0, + "n_pred": 978, + "n_ref": 0 + }, + "3": { + "Dice": 0.9600263233989091, + "FN": 3237, + "FP": 772, + "IoU": 0.9231255992329818, + "TN": 1700170, + "TP": 48141, + "n_pred": 48913, + "n_ref": 51378 + }, + "4": { + "Dice": 0.9362747660620001, + "FN": 936, + "FP": 283, + "IoU": 0.8801847847454295, + "TN": 1742146, + "TP": 8955, + "n_pred": 9238, + "n_ref": 9891 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9775816431617202, + "FN": 892, + "FP": 4376, + "IoU": 0.9561464117142691, + "TN": 1632193, + "TP": 114859, + "n_pred": 119235, + "n_ref": 115751 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1759, + "IoU": 0.0, + "TN": 1750561, + "TP": 0, + "n_pred": 1759, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9700247302769247, + "FN": 1626, + "FP": 1683, + "IoU": 0.9417941952506597, + "TN": 1695470, + "TP": 53541, + "n_pred": 55224, + "n_ref": 55167 + }, + "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": 0.9233571617685994, + "FN": 3896, + "FP": 3341, + "IoU": 0.8576262516967992, + "TN": 1701489, + "TP": 43594, + "n_pred": 46935, + "n_ref": 47490 + }, + "15": { + "Dice": 0.9097895356932469, + "FN": 3645, + "FP": 3093, + "IoU": 0.8345081665233943, + "TN": 1711605, + "TP": 33977, + "n_pred": 37070, + "n_ref": 37622 + }, + "2": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 1752319, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 1752311, + "TP": 0, + "n_pred": 9, + "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": 0.9633351077987756, + "FN": 185, + "FP": 917, + "IoU": 0.9292637524873226, + "TN": 1736741, + "TP": 14477, + "n_pred": 15394, + "n_ref": 14662 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9256679345584529, + "FN": 1245, + "FP": 5243, + "IoU": 0.8616218060828392, + "TN": 1705434, + "TP": 40398, + "n_pred": 45641, + "n_ref": 41643 + }, + "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": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 1752276, + "TP": 0, + "n_pred": 44, + "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": 0.5444119368051492, + "FN": 3537, + "FP": 356, + "IoU": 0.37401511497025247, + "TN": 1746101, + "TP": 2326, + "n_pred": 2682, + "n_ref": 5863 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 174, + "IoU": 0.0, + "TN": 1752146, + "TP": 0, + "n_pred": 174, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9762791609488336, + "FN": 914, + "FP": 296, + "IoU": 0.9536576024511682, + "TN": 1726210, + "TP": 24900, + "n_pred": 25196, + "n_ref": 25814 + }, + "9": { + "Dice": 0.943649373881932, + "FN": 117, + "FP": 135, + "IoU": 0.8933107535986452, + "TN": 1749958, + "TP": 2110, + "n_pred": 2245, + "n_ref": 2227 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.836852207293666, + "FN": 880, + "FP": 55, + "IoU": 0.7194719471947195, + "TN": 1924219, + "TP": 2398, + "n_pred": 2453, + "n_ref": 3278 + }, + "10": { + "Dice": 0.8261650696864111, + "FN": 4780, + "FP": 1606, + "IoU": 0.7038170771300033, + "TN": 1905991, + "TP": 15175, + "n_pred": 16781, + "n_ref": 19955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6592611728235598, + "FN": 1578, + "FP": 1060, + "IoU": 0.49171483622350676, + "TN": 1922362, + "TP": 2552, + "n_pred": 3612, + "n_ref": 4130 + }, + "13": { + "Dice": 0.529431108188096, + "FN": 710, + "FP": 721, + "IoU": 0.36001788908765653, + "TN": 1925316, + "TP": 805, + "n_pred": 1526, + "n_ref": 1515 + }, + "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": 0.9238909238909239, + "FN": 426, + "FP": 135, + "IoU": 0.8585476550680786, + "TN": 1923586, + "TP": 3405, + "n_pred": 3540, + "n_ref": 3831 + }, + "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": 0.9674079187416794, + "FN": 648, + "FP": 1335, + "IoU": 0.936873269028746, + "TN": 1896139, + "TP": 29430, + "n_pred": 30765, + "n_ref": 30078 + }, + "7": { + "Dice": 0.970168705668967, + "FN": 1750, + "FP": 3217, + "IoU": 0.9420656674636962, + "TN": 1841817, + "TP": 80768, + "n_pred": 83985, + "n_ref": 82518 + }, + "8": { + "Dice": 0.9504259033913549, + "FN": 407, + "FP": 530, + "IoU": 0.9055348321403367, + "TN": 1917633, + "TP": 8982, + "n_pred": 9512, + "n_ref": 9389 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8811359789354899, + "FN": 571, + "FP": 693, + "IoU": 0.7875273155152126, + "TN": 1921603, + "TP": 4685, + "n_pred": 5378, + "n_ref": 5256 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 191, + "IoU": 0.0, + "TN": 1927361, + "TP": 0, + "n_pred": 191, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 884, + "IoU": 0.0, + "TN": 1926668, + "TP": 0, + "n_pred": 884, + "n_ref": 0 + }, + "13": { + "Dice": 0.4926810959589641, + "FN": 15740, + "FP": 480, + "IoU": 0.32685922974767595, + "TN": 1903456, + "TP": 7876, + "n_pred": 8356, + "n_ref": 23616 + }, + "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": 0.9327200830131531, + "FN": 577, + "FP": 1822, + "IoU": 0.8739226403195292, + "TN": 1908524, + "TP": 16629, + "n_pred": 18451, + "n_ref": 17206 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 747, + "IoU": 0.0, + "TN": 1926805, + "TP": 0, + "n_pred": 747, + "n_ref": 0 + }, + "4": { + "Dice": 0.016396302110587825, + "FN": 1471, + "FP": 4168, + "IoU": 0.008265916285613788, + "TN": 1921866, + "TP": 47, + "n_pred": 4215, + "n_ref": 1518 + }, + "5": { + "Dice": 0.8314261577451809, + "FN": 1645, + "FP": 550, + "IoU": 0.7114879074658255, + "TN": 1919944, + "TP": 5413, + "n_pred": 5963, + "n_ref": 7058 + }, + "6": { + "Dice": 0.9774416781914822, + "FN": 5354, + "FP": 3079, + "IoU": 0.9558786597743968, + "TN": 1736420, + "TP": 182699, + "n_pred": 185778, + "n_ref": 188053 + }, + "7": { + "Dice": 0.725161718361254, + "FN": 1559, + "FP": 98, + "IoU": 0.5688264376788967, + "TN": 1923709, + "TP": 2186, + "n_pred": 2284, + "n_ref": 3745 + }, + "8": { + "Dice": 0.9592912154728126, + "FN": 641, + "FP": 2171, + "IoU": 0.9217671934119742, + "TN": 1891608, + "TP": 33132, + "n_pred": 35303, + "n_ref": 33773 + }, + "9": { + "Dice": 0.8608857849303778, + "FN": 1184, + "FP": 5230, + "IoU": 0.7557501904036558, + "TN": 1901292, + "TP": 19846, + "n_pred": 25076, + "n_ref": 21030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9569223526246763, + "FN": 1063, + "FP": 218, + "IoU": 0.917402798375137, + "TN": 1386347, + "TP": 14228, + "n_pred": 14446, + "n_ref": 15291 + }, + "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": 175, + "FP": 0, + "IoU": 0.0, + "TN": 1401681, + "TP": 0, + "n_pred": 0, + "n_ref": 175 + }, + "14": { + "Dice": 0.9365010655301013, + "FN": 2350, + "FP": 1464, + "IoU": 0.8805848648987131, + "TN": 1369917, + "TP": 28125, + "n_pred": 29589, + "n_ref": 30475 + }, + "15": { + "Dice": 0.789825282631038, + "FN": 509, + "FP": 1945, + "IoU": 0.6526539278131634, + "TN": 1394791, + "TP": 4611, + "n_pred": 6556, + "n_ref": 5120 + }, + "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": 0.9503528296097955, + "FN": 2469, + "FP": 1091, + "IoU": 0.9054021736242128, + "TN": 1364223, + "TP": 34073, + "n_pred": 35164, + "n_ref": 36542 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9631016939676861, + "FN": 1885, + "FP": 3395, + "IoU": 0.9288294602900738, + "TN": 1327668, + "TP": 68908, + "n_pred": 72303, + "n_ref": 70793 + }, + "7": { + "Dice": 0.9277793574068809, + "FN": 9, + "FP": 499, + "IoU": 0.8652877220896315, + "TN": 1398085, + "TP": 3263, + "n_pred": 3762, + "n_ref": 3272 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 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": 0.0, + "FN": 0, + "FP": 12785, + "IoU": 0.0, + "TN": 1739535, + "TP": 0, + "n_pred": 12785, + "n_ref": 0 + }, + "15": { + "Dice": 0.9282706074433792, + "FN": 5265, + "FP": 3302, + "IoU": 0.8661427165200544, + "TN": 1688319, + "TP": 55434, + "n_pred": 58736, + "n_ref": 60699 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.473657073005573, + "FN": 2241.9711111111114, + "FP": 1869.491111111111, + "IoU": 0.39526518424964646, + "TN": 1804984.7355555557, + "TP": 7475.535555555555, + "n_pred": 9345.026666666665, + "n_ref": 9717.506666666664 + }, + "mean": { + "1": { + "Dice": 0.36199404337357777, + "FN": 148.86666666666667, + "FP": 185.03333333333333, + "IoU": 0.30890040557603665, + "TN": 1815312.9666666666, + "TP": 924.8666666666667, + "n_pred": 1109.9, + "n_ref": 1073.7333333333333 + }, + "10": { + "Dice": 0.43439608282681386, + "FN": 2743.0333333333333, + "FP": 2412.4333333333334, + "IoU": 0.33724812322692843, + "TN": 1806508.6, + "TP": 4907.666666666667, + "n_pred": 7320.1, + "n_ref": 7650.7 + }, + "11": { + "Dice": 0.3809029052299253, + "FN": 164.4, + "FP": 122.23333333333333, + "IoU": 0.28373074515572566, + "TN": 1816070.9666666666, + "TP": 214.13333333333333, + "n_pred": 336.3666666666667, + "n_ref": 378.53333333333336 + }, + "12": { + "Dice": 0.15783930724786183, + "FN": 207.5, + "FP": 149.26666666666668, + "IoU": 0.1098514901806222, + "TN": 1816099.5333333334, + "TP": 115.43333333333334, + "n_pred": 264.7, + "n_ref": 322.93333333333334 + }, + "13": { + "Dice": 0.5224117583948702, + "FN": 1876.9, + "FP": 1898.1, + "IoU": 0.3957877468819327, + "TN": 1808818.9666666666, + "TP": 3977.766666666667, + "n_pred": 5875.866666666667, + "n_ref": 5854.666666666667 + }, + "14": { + "Dice": 0.4946159802926269, + "FN": 1243.5333333333333, + "FP": 869.0666666666667, + "IoU": 0.4210541614638279, + "TN": 1810141.1666666667, + "TP": 4317.966666666666, + "n_pred": 5187.033333333334, + "n_ref": 5561.5 + }, + "15": { + "Dice": 0.16738500870243272, + "FN": 414.06666666666666, + "FP": 2004.2666666666667, + "IoU": 0.12255302910971369, + "TN": 1813197.4, + "TP": 956.0, + "n_pred": 2960.266666666667, + "n_ref": 1370.0666666666666 + }, + "2": { + "Dice": 0.5407667286251356, + "FN": 2089.1666666666665, + "FP": 928.4, + "IoU": 0.4829271670660224, + "TN": 1806093.4666666666, + "TP": 7460.7, + "n_pred": 8389.1, + "n_ref": 9549.866666666667 + }, + "3": { + "Dice": 0.31085704366426964, + "FN": 6202.233333333334, + "FP": 1904.9, + "IoU": 0.2748411304212688, + "TN": 1801999.5333333334, + "TP": 6465.066666666667, + "n_pred": 8369.966666666667, + "n_ref": 12667.3 + }, + "4": { + "Dice": 0.46886671471246527, + "FN": 1435.4333333333334, + "FP": 1282.7333333333333, + "IoU": 0.3748329221539713, + "TN": 1811684.5666666667, + "TP": 2169.0, + "n_pred": 3451.733333333333, + "n_ref": 3604.4333333333334 + }, + "5": { + "Dice": 0.4656666077594657, + "FN": 597.3666666666667, + "FP": 319.56666666666666, + "IoU": 0.3789851757048863, + "TN": 1814212.5, + "TP": 1442.3, + "n_pred": 1761.8666666666666, + "n_ref": 2039.6666666666667 + }, + "6": { + "Dice": 0.8615458269077937, + "FN": 6394.8, + "FP": 11798.266666666666, + "IoU": 0.7827437230746804, + "TN": 1742172.4333333333, + "TP": 56206.23333333333, + "n_pred": 68004.5, + "n_ref": 62601.03333333333 + }, + "7": { + "Dice": 0.4732847684604107, + "FN": 7899.433333333333, + "FP": 2555.4, + "IoU": 0.3830572565452533, + "TN": 1794937.5333333334, + "TP": 11179.366666666667, + "n_pred": 13734.766666666666, + "n_ref": 19078.8 + }, + "8": { + "Dice": 0.8048851377755557, + "FN": 1121.1666666666667, + "FP": 939.8666666666667, + "IoU": 0.7252730941229887, + "TN": 1806614.1666666667, + "TP": 7896.533333333334, + "n_pred": 8836.4, + "n_ref": 9017.7 + }, + "9": { + "Dice": 0.6594381811103887, + "FN": 1091.6666666666667, + "FP": 672.8333333333334, + "IoU": 0.5471915930608372, + "TN": 1810907.2333333334, + "TP": 3900.0, + "n_pred": 4572.833333333333, + "n_ref": 4991.666666666667 + } + }, + "metric_per_case": [ + { + "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": 0.49173445289950146, + "FN": 1013, + "FP": 924, + "IoU": 0.32602644398051495, + "TN": 1924678, + "TP": 937, + "n_pred": 1861, + "n_ref": 1950 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 1927529, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "13": { + "Dice": 0.44562334217506633, + "FN": 208, + "FP": 1, + "IoU": 0.28668941979522183, + "TN": 1927259, + "TP": 84, + "n_pred": 85, + "n_ref": 292 + }, + "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": 0.896505783322231, + "FN": 2317, + "FP": 1101, + "IoU": 0.8124245417627044, + "TN": 1909330, + "TP": 14804, + "n_pred": 15905, + "n_ref": 17121 + }, + "3": { + "Dice": 0.0, + "FN": 159625, + "FP": 0, + "IoU": 0.0, + "TN": 1767927, + "TP": 0, + "n_pred": 0, + "n_ref": 159625 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2152, + "IoU": 0.0, + "TN": 1925400, + "TP": 0, + "n_pred": 2152, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.367982536184072, + "FN": 2070, + "FP": 178012, + "IoU": 0.22547708241042205, + "TN": 1695045, + "TP": 52425, + "n_pred": 230437, + "n_ref": 54495 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9102005231037489, + "FN": 324, + "FP": 191, + "IoU": 0.8352, + "TN": 1924427, + "TP": 2610, + "n_pred": 2801, + "n_ref": 2934 + }, + "9": { + "Dice": 0.4, + "FN": 318, + "FP": 27, + "IoU": 0.25, + "TN": 1927092, + "TP": 115, + "n_pred": 142, + "n_ref": 433 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0005.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": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 1752308, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1752319, + "TP": 0, + "n_pred": 1, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1752314, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 1752307, + "TP": 0, + "n_pred": 13, + "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": 0.9546717894220551, + "FN": 2806, + "FP": 1630, + "IoU": 0.9132746823069404, + "TN": 1701170, + "TP": 46714, + "n_pred": 48344, + "n_ref": 49520 + }, + "3": { + "Dice": 0.21138211382113822, + "FN": 28, + "FP": 166, + "IoU": 0.11818181818181818, + "TN": 1752100, + "TP": 26, + "n_pred": 192, + "n_ref": 54 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7295652173913043, + "FN": 3990, + "FP": 986, + "IoU": 0.5742642026009582, + "TN": 1740632, + "TP": 6712, + "n_pred": 7698, + "n_ref": 10702 + }, + "6": { + "Dice": 0.8860511492845398, + "FN": 1203, + "FP": 2054, + "IoU": 0.7954145728643216, + "TN": 1736400, + "TP": 12663, + "n_pred": 14717, + "n_ref": 13866 + }, + "7": { + "Dice": 0.39886039886039887, + "FN": 0, + "FP": 844, + "IoU": 0.2491103202846975, + "TN": 1751196, + "TP": 280, + "n_pred": 1124, + "n_ref": 280 + }, + "8": { + "Dice": 0.9567848990792747, + "FN": 1332, + "FP": 353, + "IoU": 0.9171501622578425, + "TN": 1731982, + "TP": 18653, + "n_pred": 19006, + "n_ref": 19985 + }, + "9": { + "Dice": 0.8339635854341737, + "FN": 4089, + "FP": 653, + "IoU": 0.7152122995615879, + "TN": 1735669, + "TP": 11909, + "n_pred": 12562, + "n_ref": 15998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 751, + "IoU": 0.0, + "TN": 2102033, + "TP": 0, + "n_pred": 751, + "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": 63, + "IoU": 0.0, + "TN": 2102721, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "14": { + "Dice": 0.14678899082568808, + "FN": 155, + "FP": 31, + "IoU": 0.07920792079207921, + "TN": 2102582, + "TP": 16, + "n_pred": 47, + "n_ref": 171 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 855, + "IoU": 0.0, + "TN": 2101929, + "TP": 0, + "n_pred": 855, + "n_ref": 0 + }, + "2": { + "Dice": 0.27841291190316075, + "FN": 1073, + "FP": 0, + "IoU": 0.16171875, + "TN": 2101504, + "TP": 207, + "n_pred": 207, + "n_ref": 1280 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 844, + "IoU": 0.0, + "TN": 2101940, + "TP": 0, + "n_pred": 844, + "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": 0.966389226596839, + "FN": 4823, + "FP": 568, + "IoU": 0.9349643516340342, + "TN": 2019891, + "TP": 77502, + "n_pred": 78070, + "n_ref": 82325 + }, + "7": { + "Dice": 0.8093744554800488, + "FN": 2157, + "FP": 31, + "IoU": 0.6797892580125859, + "TN": 2095951, + "TP": 4645, + "n_pred": 4676, + "n_ref": 6802 + }, + "8": { + "Dice": 0.8147971644725085, + "FN": 2410, + "FP": 699, + "IoU": 0.6874748693204664, + "TN": 2092836, + "TP": 6839, + "n_pred": 7538, + "n_ref": 9249 + }, + "9": { + "Dice": 0.6465839257741897, + "FN": 208, + "FP": 5658, + "IoU": 0.47774216524216523, + "TN": 2091552, + "TP": 5366, + "n_pred": 11024, + "n_ref": 5574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.019433198380566803, + "FN": 519, + "FP": 692, + "IoU": 0.009811937857726901, + "TN": 1751097, + "TP": 12, + "n_pred": 704, + "n_ref": 531 + }, + "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": 718, + "IoU": 0.0, + "TN": 1751602, + "TP": 0, + "n_pred": 718, + "n_ref": 0 + }, + "13": { + "Dice": 0.29952851992234447, + "FN": 7490, + "FP": 87, + "IoU": 0.17614439491138414, + "TN": 1743123, + "TP": 1620, + "n_pred": 1707, + "n_ref": 9110 + }, + "14": { + "Dice": 0.832779623477298, + "FN": 5067, + "FP": 218, + "IoU": 0.713472485768501, + "TN": 1733875, + "TP": 13160, + "n_pred": 13378, + "n_ref": 18227 + }, + "15": { + "Dice": 0.11025274201239867, + "FN": 1505, + "FP": 17153, + "IoU": 0.058342586050267486, + "TN": 1732506, + "TP": 1156, + "n_pred": 18309, + "n_ref": 2661 + }, + "2": { + "Dice": 0.8798939265588744, + "FN": 8814, + "FP": 969, + "IoU": 0.7855451795343943, + "TN": 1706702, + "TP": 35835, + "n_pred": 36804, + "n_ref": 44649 + }, + "3": { + "Dice": 0.8977177906925679, + "FN": 2481, + "FP": 11493, + "IoU": 0.8144173816037611, + "TN": 1677022, + "TP": 61324, + "n_pred": 72817, + "n_ref": 63805 + }, + "4": { + "Dice": 0.7648731408573928, + "FN": 1490, + "FP": 660, + "IoU": 0.6192668673632017, + "TN": 1746673, + "TP": 3497, + "n_pred": 4157, + "n_ref": 4987 + }, + "5": { + "Dice": 0.25836909871244634, + "FN": 1669, + "FP": 59, + "IoU": 0.1483489403647117, + "TN": 1750291, + "TP": 301, + "n_pred": 360, + "n_ref": 1970 + }, + "6": { + "Dice": 0.9166567686893607, + "FN": 10433, + "FP": 14126, + "IoU": 0.8461369787489976, + "TN": 1592704, + "TP": 135057, + "n_pred": 149183, + "n_ref": 145490 + }, + "7": { + "Dice": 0.0, + "FN": 898, + "FP": 83, + "IoU": 0.0, + "TN": 1751339, + "TP": 0, + "n_pred": 83, + "n_ref": 898 + }, + "8": { + "Dice": 0.8784648187633263, + "FN": 279, + "FP": 1203, + "IoU": 0.7832699619771863, + "TN": 1745482, + "TP": 5356, + "n_pred": 6559, + "n_ref": 5635 + }, + "9": { + "Dice": 0.7728763355548504, + "FN": 5537, + "FP": 904, + "IoU": 0.6298275862068966, + "TN": 1734920, + "TP": 10959, + "n_pred": 11863, + "n_ref": 16496 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6298108958893408, + "FN": 7571, + "FP": 8540, + "IoU": 0.4596525355513818, + "TN": 1722504, + "TP": 13705, + "n_pred": 22245, + "n_ref": 21276 + }, + "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": 5, + "IoU": 0.0, + "TN": 1752315, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": 0.28368794326241137, + "FN": 195, + "FP": 209, + "IoU": 0.1652892561983471, + "TN": 1751836, + "TP": 80, + "n_pred": 289, + "n_ref": 275 + }, + "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": 1420, + "IoU": 0.0, + "TN": 1750900, + "TP": 0, + "n_pred": 1420, + "n_ref": 0 + }, + "3": { + "Dice": 0.8677099889962098, + "FN": 1537, + "FP": 627, + "IoU": 0.7663319295972357, + "TN": 1743059, + "TP": 7097, + "n_pred": 7724, + "n_ref": 8634 + }, + "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": 0.9751608797114772, + "FN": 1117, + "FP": 1693, + "IoU": 0.9515258155220894, + "TN": 1694351, + "TP": 55159, + "n_pred": 56852, + "n_ref": 56276 + }, + "7": { + "Dice": 0.7843162196110854, + "FN": 10028, + "FP": 3537, + "IoU": 0.6451646655680243, + "TN": 1714091, + "TP": 24664, + "n_pred": 28201, + "n_ref": 34692 + }, + "8": { + "Dice": 0.9214562354763749, + "FN": 188, + "FP": 319, + "IoU": 0.8543521976443551, + "TN": 1748839, + "TP": 2974, + "n_pred": 3293, + "n_ref": 3162 + }, + "9": { + "Dice": 0.8181143281365999, + "FN": 140, + "FP": 105, + "IoU": 0.6922110552763819, + "TN": 1751524, + "TP": 551, + "n_pred": 656, + "n_ref": 691 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0027.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": 0.009445008196081493, + "FN": 25319, + "FP": 61, + "IoU": 0.004744911964236697, + "TN": 1551587, + "TP": 121, + "n_pred": 182, + "n_ref": 25440 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 25980, + "IoU": 0.0, + "TN": 1551108, + "TP": 0, + "n_pred": 25980, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 0.692203573362209, + "FN": 416, + "FP": 4132, + "IoU": 0.5292900020699648, + "TN": 1742658, + "TP": 5114, + "n_pred": 9246, + "n_ref": 5530 + }, + "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": 0.73496203367448, + "FN": 10713, + "FP": 5343, + "IoU": 0.5809802181742262, + "TN": 1714002, + "TP": 22262, + "n_pred": 27605, + "n_ref": 32975 + }, + "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": 0.3581497797356828, + "FN": 2869, + "FP": 45, + "IoU": 0.21813791253018514, + "TN": 1748593, + "TP": 813, + "n_pred": 858, + "n_ref": 3682 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2796, + "IoU": 0.0, + "TN": 1749524, + "TP": 0, + "n_pred": 2796, + "n_ref": 0 + }, + "4": { + "Dice": 0.7065217391304348, + "FN": 173, + "FP": 97, + "IoU": 0.5462184873949579, + "TN": 1751725, + "TP": 325, + "n_pred": 422, + "n_ref": 498 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 132, + "IoU": 0.0, + "TN": 1752188, + "TP": 0, + "n_pred": 132, + "n_ref": 0 + }, + "6": { + "Dice": 0.9264789391054548, + "FN": 2615, + "FP": 1787, + "IoU": 0.8630281909266289, + "TN": 1720182, + "TP": 27736, + "n_pred": 29523, + "n_ref": 30351 + }, + "7": { + "Dice": 0.6774559909142532, + "FN": 2766, + "FP": 642, + "IoU": 0.5122370115929583, + "TN": 1745333, + "TP": 3579, + "n_pred": 4221, + "n_ref": 6345 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1783, + "IoU": 0.0, + "TN": 1750537, + "TP": 0, + "n_pred": 1783, + "n_ref": 0 + }, + "9": { + "Dice": 0.8950813169377231, + "FN": 683, + "FP": 375, + "IoU": 0.8100879554837551, + "TN": 1746749, + "TP": 4513, + "n_pred": 4888, + "n_ref": 5196 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0038.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": 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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.46715328467153283, + "FN": 1389, + "FP": 71, + "IoU": 0.3047619047619048, + "TN": 1750220, + "TP": 640, + "n_pred": 711, + "n_ref": 2029 + }, + "10": { + "Dice": 0.7472150814053128, + "FN": 713, + "FP": 172, + "IoU": 0.5964432284541724, + "TN": 1750127, + "TP": 1308, + "n_pred": 1480, + "n_ref": 2021 + }, + "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": 0.374323279195669, + "FN": 1422, + "FP": 1005, + "IoU": 0.2302568981921979, + "TN": 1749167, + "TP": 726, + "n_pred": 1731, + "n_ref": 2148 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 1752269, + "TP": 0, + "n_pred": 51, + "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": 0.13297150610583447, + "FN": 630, + "FP": 9, + "IoU": 0.07122093023255814, + "TN": 1751632, + "TP": 49, + "n_pred": 58, + "n_ref": 679 + }, + "6": { + "Dice": 0.960623814745924, + "FN": 3043, + "FP": 3456, + "IoU": 0.9242311189871056, + "TN": 1666546, + "TP": 79275, + "n_pred": 82731, + "n_ref": 82318 + }, + "7": { + "Dice": 0.5022266036645477, + "FN": 55959, + "FP": 2613, + "IoU": 0.3353154788924194, + "TN": 1664200, + "TP": 29548, + "n_pred": 32161, + "n_ref": 85507 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7077523383255867, + "FN": 5015, + "FP": 78, + "IoU": 0.5476909413854352, + "TN": 1741060, + "TP": 6167, + "n_pred": 6245, + "n_ref": 11182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 15, + "FP": 1916, + "IoU": 0.0, + "TN": 2100853, + "TP": 0, + "n_pred": 1916, + "n_ref": 15 + }, + "10": { + "Dice": 0.0, + "FN": 150, + "FP": 39, + "IoU": 0.0, + "TN": 2102595, + "TP": 0, + "n_pred": 39, + "n_ref": 150 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1455, + "IoU": 0.0, + "TN": 2101329, + "TP": 0, + "n_pred": 1455, + "n_ref": 0 + }, + "12": { + "Dice": 0.019722425127830533, + "FN": 2678, + "FP": 6, + "IoU": 0.009959424566580598, + "TN": 2100073, + "TP": 27, + "n_pred": 33, + "n_ref": 2705 + }, + "13": { + "Dice": 0.4380252957976336, + "FN": 2863, + "FP": 4024, + "IoU": 0.2804304670358374, + "TN": 2093213, + "TP": 2684, + "n_pred": 6708, + "n_ref": 5547 + }, + "14": { + "Dice": 0.06702641295086623, + "FN": 3074, + "FP": 10066, + "IoU": 0.034675286511901264, + "TN": 2089172, + "TP": 472, + "n_pred": 10538, + "n_ref": 3546 + }, + "15": { + "Dice": 0.7316517366022317, + "FN": 3626, + "FP": 10034, + "IoU": 0.5768539743510316, + "TN": 2070502, + "TP": 18622, + "n_pred": 28656, + "n_ref": 22248 + }, + "2": { + "Dice": 0.8221555603171202, + "FN": 9981, + "FP": 1639, + "IoU": 0.6980171002364927, + "TN": 2064305, + "TP": 26859, + "n_pred": 28498, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6285, + "IoU": 0.0, + "TN": 2096499, + "TP": 0, + "n_pred": 6285, + "n_ref": 0 + }, + "4": { + "Dice": 0.5333064190553088, + "FN": 7075, + "FP": 2173, + "IoU": 0.3636113404899532, + "TN": 2088252, + "TP": 5284, + "n_pred": 7457, + "n_ref": 12359 + }, + "5": { + "Dice": 0.6612401832460733, + "FN": 6050, + "FP": 2232, + "IoU": 0.49391995111518483, + "TN": 2086419, + "TP": 8083, + "n_pred": 10315, + "n_ref": 14133 + }, + "6": { + "Dice": 0.8084578883729437, + "FN": 580, + "FP": 18271, + "IoU": 0.6784971177132721, + "TN": 2044150, + "TP": 39783, + "n_pred": 58054, + "n_ref": 40363 + }, + "7": { + "Dice": 0.58866930171278, + "FN": 2655, + "FP": 2028, + "IoU": 0.41710231516056756, + "TN": 2094750, + "TP": 3351, + "n_pred": 5379, + "n_ref": 6006 + }, + "8": { + "Dice": 0.9020963762399503, + "FN": 3066, + "FP": 2767, + "IoU": 0.8216535192319452, + "TN": 2070078, + "TP": 26873, + "n_pred": 29640, + "n_ref": 29939 + }, + "9": { + "Dice": 0.7821285530971731, + "FN": 3917, + "FP": 1686, + "IoU": 0.6422094508301405, + "TN": 2087124, + "TP": 10057, + "n_pred": 11743, + "n_ref": 13974 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 102, + "FP": 0, + "IoU": 0.0, + "TN": 1752218, + "TP": 0, + "n_pred": 0, + "n_ref": 102 + }, + "10": { + "Dice": 0.8534338154855962, + "FN": 3290, + "FP": 8768, + "IoU": 0.7443389025527946, + "TN": 1705156, + "TP": 35106, + "n_pred": 43874, + "n_ref": 38396 + }, + "11": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 1752312, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8327818951826363, + "FN": 804, + "FP": 4250, + "IoU": 0.713475820624752, + "TN": 1734681, + "TP": 12585, + "n_pred": 16835, + "n_ref": 13389 + }, + "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": 0.871302163945916, + "FN": 1353, + "FP": 3054, + "IoU": 0.7719534282018111, + "TN": 1732995, + "TP": 14918, + "n_pred": 17972, + "n_ref": 16271 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9647014170040485, + "FN": 3800, + "FP": 1780, + "IoU": 0.9318098496883783, + "TN": 1670490, + "TP": 76250, + "n_pred": 78030, + "n_ref": 80050 + }, + "7": { + "Dice": 0.8874010442984672, + "FN": 1254, + "FP": 1420, + "IoU": 0.7975929149950799, + "TN": 1739109, + "TP": 10537, + "n_pred": 11957, + "n_ref": 11791 + }, + "8": { + "Dice": 0.8710097719869707, + "FN": 252, + "FP": 144, + "IoU": 0.7714945181765724, + "TN": 1750587, + "TP": 1337, + "n_pred": 1481, + "n_ref": 1589 + }, + "9": { + "Dice": 0.7740194661270117, + "FN": 1168, + "FP": 1177, + "IoU": 0.6313472724414401, + "TN": 1745959, + "TP": 4016, + "n_pred": 5193, + "n_ref": 5184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5630559916274201, + "FN": 4006, + "FP": 169, + "IoU": 0.39184268026219954, + "TN": 1920687, + "TP": 2690, + "n_pred": 2859, + "n_ref": 6696 + }, + "11": { + "Dice": 0.7229786051681022, + "FN": 566, + "FP": 431, + "IoU": 0.5661444734551784, + "TN": 1925254, + "TP": 1301, + "n_pred": 1732, + "n_ref": 1867 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 1927506, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "13": { + "Dice": 0.538091143594153, + "FN": 5350, + "FP": 22, + "IoU": 0.3680743441948006, + "TN": 1919051, + "TP": 3129, + "n_pred": 3151, + "n_ref": 8479 + }, + "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": 0.9392144044019504, + "FN": 4981, + "FP": 3945, + "IoU": 0.8853951338511908, + "TN": 1849667, + "TP": 68959, + "n_pred": 72904, + "n_ref": 73940 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1902, + "IoU": 0.0, + "TN": 1925650, + "TP": 0, + "n_pred": 1902, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1998, + "IoU": 0.0, + "TN": 1925554, + "TP": 0, + "n_pred": 1998, + "n_ref": 0 + }, + "5": { + "Dice": 0.7985766302548825, + "FN": 2117, + "FP": 317, + "IoU": 0.664692106350737, + "TN": 1920293, + "TP": 4825, + "n_pred": 5142, + "n_ref": 6942 + }, + "6": { + "Dice": 0.7131684305266751, + "FN": 4696, + "FP": 69240, + "IoU": 0.5542049538142441, + "TN": 1761700, + "TP": 91916, + "n_pred": 161156, + "n_ref": 96612 + }, + "7": { + "Dice": 0.4341516660041768, + "FN": 85986, + "FP": 3697, + "IoU": 0.27726291019276644, + "TN": 1803464, + "TP": 34405, + "n_pred": 38102, + "n_ref": 120391 + }, + "8": { + "Dice": 0.9510732933668536, + "FN": 369, + "FP": 643, + "IoU": 0.9067109144542773, + "TN": 1916704, + "TP": 9836, + "n_pred": 10479, + "n_ref": 10205 + }, + "9": { + "Dice": 0.5251540041067762, + "FN": 1780, + "FP": 70, + "IoU": 0.35607379046293075, + "TN": 1924679, + "TP": 1023, + "n_pred": 1093, + "n_ref": 2803 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9440728618186993, + "FN": 1235, + "FP": 1516, + "IoU": 0.8940700808625337, + "TN": 1726350, + "TP": 23219, + "n_pred": 24735, + "n_ref": 24454 + }, + "10": { + "Dice": 0.7481934606854117, + "FN": 6713, + "FP": 7365, + "IoU": 0.5976909667647815, + "TN": 1717327, + "TP": 20915, + "n_pred": 28280, + "n_ref": 27628 + }, + "11": { + "Dice": 0.723589001447178, + "FN": 184, + "FP": 7, + "IoU": 0.5668934240362812, + "TN": 1751879, + "TP": 250, + "n_pred": 257, + "n_ref": 434 + }, + "12": { + "Dice": 0.6794786834548266, + "FN": 985, + "FP": 466, + "IoU": 0.514553362328538, + "TN": 1749331, + "TP": 1538, + "n_pred": 2004, + "n_ref": 2523 + }, + "13": { + "Dice": 0.7126140884624386, + "FN": 709, + "FP": 4203, + "IoU": 0.5535357207780404, + "TN": 1741318, + "TP": 6090, + "n_pred": 10293, + "n_ref": 6799 + }, + "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": 0.9066213921901528, + "FN": 63, + "FP": 102, + "IoU": 0.8291925465838509, + "TN": 1751354, + "TP": 801, + "n_pred": 903, + "n_ref": 864 + }, + "3": { + "Dice": 0.9250814332247557, + "FN": 68, + "FP": 622, + "IoU": 0.8606060606060606, + "TN": 1747370, + "TP": 4260, + "n_pred": 4882, + "n_ref": 4328 + }, + "4": { + "Dice": 0.39106145251396646, + "FN": 109, + "FP": 0, + "IoU": 0.24305555555555555, + "TN": 1752176, + "TP": 35, + "n_pred": 35, + "n_ref": 144 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.523988318731748, + "FN": 65, + "FP": 1076, + "IoU": 0.35500282645562464, + "TN": 1750551, + "TP": 628, + "n_pred": 1704, + "n_ref": 693 + }, + "7": { + "Dice": 0.9597116947725092, + "FN": 3452, + "FP": 2719, + "IoU": 0.9225439620439055, + "TN": 1672649, + "TP": 73500, + "n_pred": 76219, + "n_ref": 76952 + }, + "8": { + "Dice": 0.9520121598147075, + "FN": 776, + "FP": 550, + "IoU": 0.9084190897161406, + "TN": 1737841, + "TP": 13153, + "n_pred": 13703, + "n_ref": 13929 + }, + "9": { + "Dice": 0.901032850875678, + "FN": 980, + "FP": 1885, + "IoU": 0.8198906141950085, + "TN": 1736413, + "TP": 13042, + "n_pred": 14927, + "n_ref": 14022 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7545805640380816, + "FN": 3023, + "FP": 7907, + "IoU": 0.6058846861140158, + "TN": 1899819, + "TP": 16803, + "n_pred": 24710, + "n_ref": 19826 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 1927512, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "13": { + "Dice": 0.8524833209785025, + "FN": 204, + "FP": 393, + "IoU": 0.7428940568475452, + "TN": 1925230, + "TP": 1725, + "n_pred": 2118, + "n_ref": 1929 + }, + "14": { + "Dice": 0.8666917010889974, + "FN": 1215, + "FP": 1270, + "IoU": 0.7647448641484427, + "TN": 1916989, + "TP": 8078, + "n_pred": 9348, + "n_ref": 9293 + }, + "15": { + "Dice": 0.6596306068601583, + "FN": 975, + "FP": 57, + "IoU": 0.4921259842519685, + "TN": 1925520, + "TP": 1000, + "n_pred": 1057, + "n_ref": 1975 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.14202711426726922, + "FN": 12, + "FP": 2646, + "IoU": 0.07644197359277276, + "TN": 1924674, + "TP": 220, + "n_pred": 2866, + "n_ref": 232 + }, + "4": { + "Dice": 0.903181037946021, + "FN": 982, + "FP": 1669, + "IoU": 0.8234549813532233, + "TN": 1912536, + "TP": 12365, + "n_pred": 14034, + "n_ref": 13347 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9817247398924656, + "FN": 3628, + "FP": 2915, + "IoU": 0.9641054618068509, + "TN": 1745268, + "TP": 175741, + "n_pred": 178656, + "n_ref": 179369 + }, + "7": { + "Dice": 0.9115225200331584, + "FN": 1570, + "FP": 3233, + "IoU": 0.8374289195775793, + "TN": 1898008, + "TP": 24741, + "n_pred": 27974, + "n_ref": 26311 + }, + "8": { + "Dice": 0.2066115702479339, + "FN": 192, + "FP": 0, + "IoU": 0.1152073732718894, + "TN": 1927335, + "TP": 25, + "n_pred": 25, + "n_ref": 217 + }, + "9": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 1927548, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.10939357907253269, + "FN": 1354, + "FP": 1642, + "IoU": 0.05786163522012579, + "TN": 1749140, + "TP": 184, + "n_pred": 1826, + "n_ref": 1538 + }, + "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": 4, + "IoU": 0.0, + "TN": 1752316, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "14": { + "Dice": 0.5445000352335988, + "FN": 11230, + "FP": 1698, + "IoU": 0.3740982812878238, + "TN": 1731665, + "TP": 7727, + "n_pred": 9425, + "n_ref": 18957 + }, + "15": { + "Dice": 0.5831716352090316, + "FN": 19, + "FP": 4707, + "IoU": 0.41160358565737054, + "TN": 1744288, + "TP": 3306, + "n_pred": 8013, + "n_ref": 3325 + }, + "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": 0.41317912037741594, + "FN": 634, + "FP": 7078, + "IoU": 0.2603817013522586, + "TN": 1741893, + "TP": 2715, + "n_pred": 9793, + "n_ref": 3349 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8371627037135987, + "FN": 350, + "FP": 2088, + "IoU": 0.7199310740953475, + "TN": 1743615, + "TP": 6267, + "n_pred": 8355, + "n_ref": 6617 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9165, + "IoU": 0.0, + "TN": 1743155, + "TP": 0, + "n_pred": 9165, + "n_ref": 0 + }, + "8": { + "Dice": 0.7391088758234753, + "FN": 2892, + "FP": 791, + "IoU": 0.5861797752808989, + "TN": 1743420, + "TP": 5217, + "n_pred": 6008, + "n_ref": 8109 + }, + "9": { + "Dice": 0.2422145328719723, + "FN": 219, + "FP": 0, + "IoU": 0.1377952755905512, + "TN": 1752066, + "TP": 35, + "n_pred": 35, + "n_ref": 254 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7771739130434783, + "FN": 58, + "FP": 24, + "IoU": 0.6355555555555555, + "TN": 1752095, + "TP": 143, + "n_pred": 167, + "n_ref": 201 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 743, + "IoU": 0.0, + "TN": 1751577, + "TP": 0, + "n_pred": 743, + "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": 0.9110768900189807, + "FN": 1184, + "FP": 1299, + "IoU": 0.8366769716503322, + "TN": 1737117, + "TP": 12720, + "n_pred": 14019, + "n_ref": 13904 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 392, + "IoU": 0.0, + "TN": 1751928, + "TP": 0, + "n_pred": 392, + "n_ref": 0 + }, + "2": { + "Dice": 0.9559258682448217, + "FN": 4, + "FP": 279, + "IoU": 0.9155727923627685, + "TN": 1748968, + "TP": 3069, + "n_pred": 3348, + "n_ref": 3073 + }, + "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": 0.9802312569936591, + "FN": 105, + "FP": 213, + "IoU": 0.9612289685442575, + "TN": 1744118, + "TP": 7884, + "n_pred": 8097, + "n_ref": 7989 + }, + "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": 0.8013734812466984, + "FN": 162, + "FP": 590, + "IoU": 0.6685764654032613, + "TN": 1750051, + "TP": 1517, + "n_pred": 2107, + "n_ref": 1679 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7716774996542664, + "FN": 1615, + "FP": 36, + "IoU": 0.6282368835847782, + "TN": 1923111, + "TP": 2790, + "n_pred": 2826, + "n_ref": 4405 + }, + "10": { + "Dice": 0.40143744852886126, + "FN": 5063, + "FP": 2932, + "IoU": 0.25112401648557514, + "TN": 1916876, + "TP": 2681, + "n_pred": 5613, + "n_ref": 7744 + }, + "11": { + "Dice": 0.6275738585496866, + "FN": 1199, + "FP": 465, + "IoU": 0.4572733202870189, + "TN": 1924486, + "TP": 1402, + "n_pred": 1867, + "n_ref": 2601 + }, + "12": { + "Dice": 0.339633874088406, + "FN": 2412, + "FP": 2025, + "IoU": 0.20455360344209395, + "TN": 1921974, + "TP": 1141, + "n_pred": 3166, + "n_ref": 3553 + }, + "13": { + "Dice": 0.5061554695743933, + "FN": 1716, + "FP": 15132, + "IoU": 0.33882740758182245, + "TN": 1902070, + "TP": 8634, + "n_pred": 23766, + "n_ref": 10350 + }, + "14": { + "Dice": 0.9536619835397788, + "FN": 1505, + "FP": 4069, + "IoU": 0.9114282082247506, + "TN": 1864620, + "TP": 57358, + "n_pred": 61427, + "n_ref": 58863 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 265, + "IoU": 0.0, + "TN": 1927287, + "TP": 0, + "n_pred": 265, + "n_ref": 0 + }, + "2": { + "Dice": 0.14522475259329914, + "FN": 223, + "FP": 14115, + "IoU": 0.0782977629210594, + "TN": 1911996, + "TP": 1218, + "n_pred": 15333, + "n_ref": 1441 + }, + "3": { + "Dice": 0.32166446499339496, + "FN": 14179, + "FP": 199, + "IoU": 0.19165682802046438, + "TN": 1909765, + "TP": 3409, + "n_pred": 3608, + "n_ref": 17588 + }, + "4": { + "Dice": 0.7601423944068503, + "FN": 465, + "FP": 7014, + "IoU": 0.6130884635281946, + "TN": 1908222, + "TP": 11851, + "n_pred": 18865, + "n_ref": 12316 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 1927483, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "6": { + "Dice": 0.9537981328034194, + "FN": 4084, + "FP": 5774, + "IoU": 0.9116769551933914, + "TN": 1815939, + "TP": 101755, + "n_pred": 107529, + "n_ref": 105839 + }, + "7": { + "Dice": 0.31442928930366115, + "FN": 2610, + "FP": 255, + "IoU": 0.18654173764906304, + "TN": 1924030, + "TP": 657, + "n_pred": 912, + "n_ref": 3267 + }, + "8": { + "Dice": 0.8861558697796778, + "FN": 43, + "FP": 1688, + "IoU": 0.795583372697213, + "TN": 1919084, + "TP": 6737, + "n_pred": 8425, + "n_ref": 6780 + }, + "9": { + "Dice": 0.7666349809885932, + "FN": 1134, + "FP": 830, + "IoU": 0.6215799614643546, + "TN": 1922362, + "TP": 3226, + "n_pred": 4056, + "n_ref": 4360 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0138.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": 0.7739878865157794, + "FN": 1852, + "FP": 275, + "IoU": 0.6313052522100884, + "TN": 1571319, + "TP": 3642, + "n_pred": 3917, + "n_ref": 5494 + }, + "14": { + "Dice": 0.8676448985587674, + "FN": 7971, + "FP": 138, + "IoU": 0.7662303966789668, + "TN": 1542400, + "TP": 26579, + "n_pred": 26717, + "n_ref": 34550 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 15654, + "IoU": 0.0, + "TN": 1561434, + "TP": 0, + "n_pred": 15654, + "n_ref": 0 + }, + "2": { + "Dice": 0.9470019342359768, + "FN": 1117, + "FP": 116, + "IoU": 0.899338721528288, + "TN": 1564839, + "TP": 11016, + "n_pred": 11132, + "n_ref": 12133 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 581, + "IoU": 0.0, + "TN": 1576507, + "TP": 0, + "n_pred": 581, + "n_ref": 0 + }, + "4": { + "Dice": 0.8166712067556524, + "FN": 509, + "FP": 164, + "IoU": 0.6901473296500921, + "TN": 1574916, + "TP": 1499, + "n_pred": 1663, + "n_ref": 2008 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9758535184963184, + "FN": 2097, + "FP": 1730, + "IoU": 0.9528456486649663, + "TN": 1495929, + "TP": 77332, + "n_pred": 79062, + "n_ref": 79429 + }, + "7": { + "Dice": 0.025, + "FN": 88, + "FP": 12392, + "IoU": 0.012658227848101266, + "TN": 1564448, + "TP": 160, + "n_pred": 12552, + "n_ref": 248 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0158.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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 1752300, + "TP": 0, + "n_pred": 20, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9111111111111111, + "FN": 10, + "FP": 118, + "IoU": 0.8367346938775511, + "TN": 1751536, + "TP": 656, + "n_pred": 774, + "n_ref": 666 + }, + "10": { + "Dice": 0.9444263044472018, + "FN": 1428, + "FP": 274, + "IoU": 0.8947042811185351, + "TN": 1736156, + "TP": 14462, + "n_pred": 14736, + "n_ref": 15890 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1752319, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": 0.5395580898075553, + "FN": 110, + "FP": 1182, + "IoU": 0.36944851146900926, + "TN": 1750271, + "TP": 757, + "n_pred": 1939, + "n_ref": 867 + }, + "13": { + "Dice": 0.0, + "FN": 12, + "FP": 73, + "IoU": 0.0, + "TN": 1752235, + "TP": 0, + "n_pred": 73, + "n_ref": 12 + }, + "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": 1923, + "IoU": 0.0, + "TN": 1750397, + "TP": 0, + "n_pred": 1923, + "n_ref": 0 + }, + "3": { + "Dice": 0.9698639823634624, + "FN": 1339, + "FP": 1559, + "IoU": 0.9414911873372231, + "TN": 1702789, + "TP": 46633, + "n_pred": 48192, + "n_ref": 47972 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6062, + "IoU": 0.0, + "TN": 1746258, + "TP": 0, + "n_pred": 6062, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 478, + "IoU": 0.0, + "TN": 1751842, + "TP": 0, + "n_pred": 478, + "n_ref": 0 + }, + "6": { + "Dice": 0.662794672093721, + "FN": 128121, + "FP": 1118, + "IoU": 0.4956566192654106, + "TN": 1496068, + "TP": 127013, + "n_pred": 128131, + "n_ref": 255134 + }, + "7": { + "Dice": 0.8832282830197621, + "FN": 4275, + "FP": 5581, + "IoU": 0.7908762995968598, + "TN": 1705190, + "TP": 37274, + "n_pred": 42855, + "n_ref": 41549 + }, + "8": { + "Dice": 0.855253077276674, + "FN": 6670, + "FP": 10334, + "IoU": 0.7471110516218267, + "TN": 1685081, + "TP": 50235, + "n_pred": 60569, + "n_ref": 56905 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1752319, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.834733893557423, + "FN": 27, + "FP": 91, + "IoU": 0.7163461538461539, + "TN": 1576672, + "TP": 298, + "n_pred": 389, + "n_ref": 325 + }, + "10": { + "Dice": 0.2617942351290079, + "FN": 6245, + "FP": 7431, + "IoU": 0.15061176324451897, + "TN": 1560987, + "TP": 2425, + "n_pred": 9856, + "n_ref": 8670 + }, + "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": 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": 0.0, + "FN": 0, + "FP": 6043, + "IoU": 0.0, + "TN": 1571045, + "TP": 0, + "n_pred": 6043, + "n_ref": 0 + }, + "15": { + "Dice": 0.5934534185551036, + "FN": 6297, + "FP": 0, + "IoU": 0.421922335444781, + "TN": 1566195, + "TP": 4596, + "n_pred": 4596, + "n_ref": 10893 + }, + "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": 0.9265684939982676, + "FN": 1891, + "FP": 12944, + "IoU": 0.8631836207691598, + "TN": 1468658, + "TP": 93595, + "n_pred": 106539, + "n_ref": 95486 + }, + "7": { + "Dice": 0.6331925454524755, + "FN": 58619, + "FP": 5821, + "IoU": 0.46326389525150136, + "TN": 1457029, + "TP": 55619, + "n_pred": 61440, + "n_ref": 114238 + }, + "8": { + "Dice": 0.8819771703843334, + "FN": 602, + "FP": 525, + "IoU": 0.7888722367928063, + "TN": 1571750, + "TP": 4211, + "n_pred": 4736, + "n_ref": 4813 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 9, + "FP": 991, + "IoU": 0.0, + "TN": 1576088, + "TP": 0, + "n_pred": 991, + "n_ref": 9 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 1577037, + "TP": 0, + "n_pred": 51, + "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": 0.5282861896838602, + "FN": 83, + "FP": 3319, + "IoU": 0.35895986433013, + "TN": 1571781, + "TP": 1905, + "n_pred": 5224, + "n_ref": 1988 + }, + "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": 0.0, + "FN": 25322, + "FP": 4, + "IoU": 0.0, + "TN": 1551762, + "TP": 0, + "n_pred": 4, + "n_ref": 25322 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8715150870420887, + "FN": 2635, + "FP": 14274, + "IoU": 0.7722877612583495, + "TN": 1502832, + "TP": 57347, + "n_pred": 71621, + "n_ref": 59982 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 14079, + "IoU": 0.0, + "TN": 1563009, + "TP": 0, + "n_pred": 14079, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 2102753, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "10": { + "Dice": 0.31447838403744305, + "FN": 37537, + "FP": 6989, + "IoU": 0.18657629843438864, + "TN": 2048045, + "TP": 10213, + "n_pred": 17202, + "n_ref": 47750 + }, + "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": 0.716198815348957, + "FN": 1285, + "FP": 919, + "IoU": 0.5578736208625877, + "TN": 2097799, + "TP": 2781, + "n_pred": 3700, + "n_ref": 4066 + }, + "14": { + "Dice": 0.0, + "FN": 3785, + "FP": 0, + "IoU": 0.0, + "TN": 2098999, + "TP": 0, + "n_pred": 0, + "n_ref": 3785 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 317, + "IoU": 0.0, + "TN": 2102467, + "TP": 0, + "n_pred": 317, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9031586254772649, + "FN": 817, + "FP": 299, + "IoU": 0.8234177215189873, + "TN": 2096464, + "TP": 5204, + "n_pred": 5503, + "n_ref": 6021 + }, + "6": { + "Dice": 0.8650966936993137, + "FN": 4072, + "FP": 1118, + "IoU": 0.7622646695066648, + "TN": 2080953, + "TP": 16641, + "n_pred": 17759, + "n_ref": 20713 + }, + "7": { + "Dice": 0.8954206811105133, + "FN": 3169, + "FP": 3246, + "IoU": 0.8106440758014051, + "TN": 2068906, + "TP": 27463, + "n_pred": 30709, + "n_ref": 30632 + }, + "8": { + "Dice": 0.6137219584083838, + "FN": 9008, + "FP": 428, + "IoU": 0.4427120245688637, + "TN": 2085852, + "TP": 7496, + "n_pred": 7924, + "n_ref": 16504 + }, + "9": { + "Dice": 0.9131501057082453, + "FN": 899, + "FP": 128, + "IoU": 0.8401805166511049, + "TN": 2096358, + "TP": 5399, + "n_pred": 5527, + "n_ref": 6298 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1752314, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "10": { + "Dice": 0.6270627062706271, + "FN": 35, + "FP": 2790, + "IoU": 0.4567307692307692, + "TN": 1747120, + "TP": 2375, + "n_pred": 5165, + "n_ref": 2410 + }, + "11": { + "Dice": 0.7330521241337752, + "FN": 1447, + "FP": 325, + "IoU": 0.5785969084423306, + "TN": 1748115, + "TP": 2433, + "n_pred": 2758, + "n_ref": 3880 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.785542656246048, + "FN": 1603, + "FP": 6876, + "IoU": 0.6468260579806732, + "TN": 1728312, + "TP": 15529, + "n_pred": 22405, + "n_ref": 17132 + }, + "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": 3263, + "IoU": 0.0, + "TN": 1749057, + "TP": 0, + "n_pred": 3263, + "n_ref": 0 + }, + "2": { + "Dice": 0.9676638803343599, + "FN": 383, + "FP": 499, + "IoU": 0.9373535052205413, + "TN": 1738241, + "TP": 13197, + "n_pred": 13696, + "n_ref": 13580 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8517041334300217, + "FN": 2958, + "FP": 314, + "IoU": 0.7417113988001263, + "TN": 1739652, + "TP": 9396, + "n_pred": 9710, + "n_ref": 12354 + }, + "5": { + "Dice": 0.772270983339465, + "FN": 1163, + "FP": 3170, + "IoU": 0.6290239726027397, + "TN": 1740640, + "TP": 7347, + "n_pred": 10517, + "n_ref": 8510 + }, + "6": { + "Dice": 0.9413011996358455, + "FN": 4659, + "FP": 10622, + "IoU": 0.8891114255651101, + "TN": 1614515, + "TP": 122524, + "n_pred": 133146, + "n_ref": 127183 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 1399, + "IoU": 0.0, + "TN": 1750920, + "TP": 0, + "n_pred": 1399, + "n_ref": 1 + }, + "8": { + "Dice": 0.9071434816822593, + "FN": 3823, + "FP": 2549, + "IoU": 0.830066405312425, + "TN": 1714823, + "TP": 31125, + "n_pred": 33674, + "n_ref": 34948 + }, + "9": { + "Dice": 0.8489476955865376, + "FN": 5537, + "FP": 4669, + "IoU": 0.7375405030087949, + "TN": 1713434, + "TP": 28680, + "n_pred": 33349, + "n_ref": 34217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 0.6760033679483581, + "FN": 3946, + "FP": 7598, + "IoU": 0.5105778606859711, + "TN": 1728733, + "TP": 12043, + "n_pred": 19641, + "n_ref": 15989 + }, + "11": { + "Dice": 0.51010101010101, + "FN": 135, + "FP": 59, + "IoU": 0.3423728813559322, + "TN": 1752025, + "TP": 101, + "n_pred": 160, + "n_ref": 236 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7009319650770749, + "FN": 14478, + "FP": 5835, + "IoU": 0.5395652469569554, + "TN": 1708203, + "TP": 23804, + "n_pred": 29639, + "n_ref": 38282 + }, + "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": 0.13214739517153748, + "FN": 2725, + "FP": 7, + "IoU": 0.0707482993197279, + "TN": 1749380, + "TP": 208, + "n_pred": 215, + "n_ref": 2933 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 621, + "IoU": 0.0, + "TN": 1751699, + "TP": 0, + "n_pred": 621, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1404, + "IoU": 0.0, + "TN": 1750916, + "TP": 0, + "n_pred": 1404, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9066081710995338, + "FN": 1715, + "FP": 3394, + "IoU": 0.8291704283278162, + "TN": 1722413, + "TP": 24798, + "n_pred": 28192, + "n_ref": 26513 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 487, + "IoU": 0.0, + "TN": 1751833, + "TP": 0, + "n_pred": 487, + "n_ref": 0 + }, + "8": { + "Dice": 0.9525025388074858, + "FN": 520, + "FP": 1117, + "IoU": 0.9093125034624121, + "TN": 1734269, + "TP": 16414, + "n_pred": 17531, + "n_ref": 16934 + }, + "9": { + "Dice": 0.9002979403255754, + "FN": 960, + "FP": 1349, + "IoU": 0.8186744149520967, + "TN": 1739586, + "TP": 10425, + "n_pred": 11774, + "n_ref": 11385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0279.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": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 1752227, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 512, + "IoU": 0.0, + "TN": 1751808, + "TP": 0, + "n_pred": 512, + "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": 0.8661804408268525, + "FN": 1485, + "FP": 1836, + "IoU": 0.7639491079678726, + "TN": 1738251, + "TP": 10748, + "n_pred": 12584, + "n_ref": 12233 + }, + "6": { + "Dice": 0.7193508555300758, + "FN": 1474, + "FP": 117, + "IoU": 0.5617079889807163, + "TN": 1748690, + "TP": 2039, + "n_pred": 2156, + "n_ref": 3513 + }, + "7": { + "Dice": 0.770893128482188, + "FN": 403, + "FP": 954, + "IoU": 0.6271978021978022, + "TN": 1748680, + "TP": 2283, + "n_pred": 3237, + "n_ref": 2686 + }, + "8": { + "Dice": 0.9488441403109743, + "FN": 726, + "FP": 1883, + "IoU": 0.9026674127961202, + "TN": 1725515, + "TP": 24196, + "n_pred": 26079, + "n_ref": 24922 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7797951330551189, + "FN": 282, + "FP": 3781, + "IoU": 0.6390690237185751, + "TN": 1916295, + "TP": 7194, + "n_pred": 10975, + "n_ref": 7476 + }, + "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": 0.5616099485190881, + "FN": 5515, + "FP": 1042, + "IoU": 0.3904434321836943, + "TN": 1916795, + "TP": 4200, + "n_pred": 5242, + "n_ref": 9715 + }, + "14": { + "Dice": 0.8655139289145053, + "FN": 698, + "FP": 142, + "IoU": 0.7629127857747672, + "TN": 1924009, + "TP": 2703, + "n_pred": 2845, + "n_ref": 3401 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3054, + "IoU": 0.0, + "TN": 1924498, + "TP": 0, + "n_pred": 3054, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 1927538, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "4": { + "Dice": 0.4899246269804645, + "FN": 1993, + "FP": 4639, + "IoU": 0.32443720077416727, + "TN": 1917735, + "TP": 3185, + "n_pred": 7824, + "n_ref": 5178 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9823054540681266, + "FN": 2559, + "FP": 5529, + "IoU": 0.9652262144813383, + "TN": 1694963, + "TP": 224501, + "n_pred": 230030, + "n_ref": 227060 + }, + "7": { + "Dice": 0.6810170859679806, + "FN": 1075, + "FP": 1296, + "IoU": 0.5163198694410445, + "TN": 1922650, + "TP": 2531, + "n_pred": 3827, + "n_ref": 3606 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 345, + "IoU": 0.0, + "TN": 2277671, + "TP": 0, + "n_pred": 345, + "n_ref": 0 + }, + "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": 0.737724653882535, + "FN": 1227, + "FP": 4873, + "IoU": 0.5844403569725458, + "TN": 2263337, + "TP": 8579, + "n_pred": 13452, + "n_ref": 9806 + }, + "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": 3802, + "IoU": 0.0, + "TN": 2274214, + "TP": 0, + "n_pred": 3802, + "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": 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": 0.9246753246753247, + "FN": 9, + "FP": 49, + "IoU": 0.8599033816425121, + "TN": 2277602, + "TP": 356, + "n_pred": 405, + "n_ref": 365 + }, + "7": { + "Dice": 0.20196353436185133, + "FN": 18, + "FP": 1120, + "IoU": 0.11232449297971919, + "TN": 2276734, + "TP": 144, + "n_pred": 1264, + "n_ref": 162 + }, + "8": { + "Dice": 0.9484888304862024, + "FN": 163, + "FP": 229, + "IoU": 0.9020244938765308, + "TN": 2274015, + "TP": 3609, + "n_pred": 3838, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0383.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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9491228539337861, + "FN": 6798, + "FP": 812, + "IoU": 0.9031720382222336, + "TN": 1673727, + "TP": 70983, + "n_pred": 71795, + "n_ref": 77781 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.4125429082719378, + "FN": 2238.128888888889, + "FP": 2282.5533333333337, + "IoU": 0.347737199549883, + "TN": 1728110.162222222, + "TP": 8007.022222222223, + "n_pred": 10289.575555555553, + "n_ref": 10245.15111111111 + }, + "mean": { + "1": { + "Dice": 0.22489714858042417, + "FN": 4485.2, + "FP": 2262.733333333333, + "IoU": 0.18756412161388877, + "TN": 1727158.8333333333, + "TP": 6731.1, + "n_pred": 8993.833333333334, + "n_ref": 11216.3 + }, + "10": { + "Dice": 0.4700167261103997, + "FN": 1353.3, + "FP": 1592.4666666666667, + "IoU": 0.3692546318100773, + "TN": 1734012.3, + "TP": 3679.8, + "n_pred": 5272.266666666666, + "n_ref": 5033.1 + }, + "11": { + "Dice": 0.1479379515332444, + "FN": 462.6, + "FP": 24.133333333333333, + "IoU": 0.09673568184267313, + "TN": 1740078.2666666666, + "TP": 72.86666666666666, + "n_pred": 97.0, + "n_ref": 535.4666666666667 + }, + "12": { + "Dice": 0.11096243368816992, + "FN": 60.13333333333333, + "FP": 84.7, + "IoU": 0.08410599437797107, + "TN": 1740367.2, + "TP": 125.83333333333333, + "n_pred": 210.53333333333333, + "n_ref": 185.96666666666667 + }, + "13": { + "Dice": 0.41621506457343105, + "FN": 2227.6666666666665, + "FP": 1506.4666666666667, + "IoU": 0.312947503665855, + "TN": 1733945.2666666666, + "TP": 2958.4666666666667, + "n_pred": 4464.933333333333, + "n_ref": 5186.133333333333 + }, + "14": { + "Dice": 0.37311518707896335, + "FN": 1456.9333333333334, + "FP": 2642.0666666666666, + "IoU": 0.30470639735877153, + "TN": 1733137.1666666667, + "TP": 3401.7, + "n_pred": 6043.766666666666, + "n_ref": 4858.633333333333 + }, + "15": { + "Dice": 0.36707416271327276, + "FN": 2546.8333333333335, + "FP": 503.46666666666664, + "IoU": 0.2951946379137358, + "TN": 1731877.3333333333, + "TP": 5710.233333333334, + "n_pred": 6213.7, + "n_ref": 8257.066666666668 + }, + "2": { + "Dice": 0.6053345064375849, + "FN": 2795.233333333333, + "FP": 1108.7, + "IoU": 0.545882771955476, + "TN": 1725644.7666666666, + "TP": 11089.166666666666, + "n_pred": 12197.866666666667, + "n_ref": 13884.4 + }, + "3": { + "Dice": 0.2651920474478894, + "FN": 1171.6666666666667, + "FP": 4416.933333333333, + "IoU": 0.21714249765017773, + "TN": 1732535.8666666667, + "TP": 2513.4, + "n_pred": 6930.333333333333, + "n_ref": 3685.0666666666666 + }, + "4": { + "Dice": 0.04605818157573333, + "FN": 27.7, + "FP": 262.5, + "IoU": 0.02900676987613359, + "TN": 1740337.1666666667, + "TP": 10.5, + "n_pred": 273.0, + "n_ref": 38.2 + }, + "5": { + "Dice": 0.5612550924288203, + "FN": 1069.7333333333333, + "FP": 252.93333333333334, + "IoU": 0.45594115287876313, + "TN": 1737665.3666666667, + "TP": 1649.8333333333333, + "n_pred": 1902.7666666666667, + "n_ref": 2719.5666666666666 + }, + "6": { + "Dice": 0.748202258993023, + "FN": 4715.066666666667, + "FP": 14254.4, + "IoU": 0.6858312754486419, + "TN": 1667401.3333333333, + "TP": 54267.066666666666, + "n_pred": 68521.46666666666, + "n_ref": 58982.13333333333 + }, + "7": { + "Dice": 0.4249688675117179, + "FN": 8247.466666666667, + "FP": 3173.3, + "IoU": 0.35260231484241616, + "TN": 1715984.8666666667, + "TP": 13232.233333333334, + "n_pred": 16405.533333333333, + "n_ref": 21479.7 + }, + "8": { + "Dice": 0.81685727333199, + "FN": 1838.8666666666666, + "FP": 514.1333333333333, + "IoU": 0.7640680179831004, + "TN": 1728293.8333333333, + "TP": 9991.033333333333, + "n_pred": 10505.166666666666, + "n_ref": 11829.9 + }, + "9": { + "Dice": 0.6100567220744019, + "FN": 1113.5333333333333, + "FP": 1639.3666666666666, + "IoU": 0.5150742240305647, + "TN": 1733212.8666666667, + "TP": 4672.1, + "n_pred": 6311.466666666666, + "n_ref": 5785.633333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.5632582322357019, + "FN": 80, + "FP": 424, + "IoU": 0.39203860072376356, + "TN": 1751491, + "TP": 325, + "n_pred": 749, + "n_ref": 405 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 1752304, + "TP": 0, + "n_pred": 16, + "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": 0.0, + "FN": 479, + "FP": 536, + "IoU": 0.0, + "TN": 1751305, + "TP": 0, + "n_pred": 536, + "n_ref": 479 + }, + "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": 0.0, + "FN": 0, + "FP": 2128, + "IoU": 0.0, + "TN": 1750192, + "TP": 0, + "n_pred": 2128, + "n_ref": 0 + }, + "5": { + "Dice": 0.39242219215155616, + "FN": 3013, + "FP": 130, + "IoU": 0.2441077441077441, + "TN": 1748162, + "TP": 1015, + "n_pred": 1145, + "n_ref": 4028 + }, + "6": { + "Dice": 0.8923605541832854, + "FN": 21134, + "FP": 9065, + "IoU": 0.8056417253407818, + "TN": 1596942, + "TP": 125179, + "n_pred": 134244, + "n_ref": 146313 + }, + "7": { + "Dice": 0.4082898818559831, + "FN": 8360, + "FP": 605, + "IoU": 0.25651020069663294, + "TN": 1740262, + "TP": 3093, + "n_pred": 3698, + "n_ref": 11453 + }, + "8": { + "Dice": 0.9634115165846489, + "FN": 1307, + "FP": 983, + "IoU": 0.9294059619593699, + "TN": 1719881, + "TP": 30149, + "n_pred": 31132, + "n_ref": 31456 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1752315, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 285, + "IoU": 0.0, + "TN": 1752035, + "TP": 0, + "n_pred": 285, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 1752283, + "TP": 0, + "n_pred": 37, + "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": 0.0, + "FN": 0, + "FP": 263, + "IoU": 0.0, + "TN": 1752057, + "TP": 0, + "n_pred": 263, + "n_ref": 0 + }, + "2": { + "Dice": 0.7096774193548387, + "FN": 0, + "FP": 9, + "IoU": 0.55, + "TN": 1752300, + "TP": 11, + "n_pred": 20, + "n_ref": 11 + }, + "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": 0.821097270076862, + "FN": 404, + "FP": 271, + "IoU": 0.6964928057553957, + "TN": 1750096, + "TP": 1549, + "n_pred": 1820, + "n_ref": 1953 + }, + "6": { + "Dice": 0.9419214236072382, + "FN": 9577, + "FP": 3961, + "IoU": 0.8902187839569243, + "TN": 1629002, + "TP": 109780, + "n_pred": 113741, + "n_ref": 119357 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 216, + "IoU": 0.0, + "TN": 1752104, + "TP": 0, + "n_pred": 216, + "n_ref": 0 + }, + "8": { + "Dice": 0.8938992042440318, + "FN": 145, + "FP": 335, + "IoU": 0.8081534772182254, + "TN": 1749818, + "TP": 2022, + "n_pred": 2357, + "n_ref": 2167 + }, + "9": { + "Dice": 0.8265142538509793, + "FN": 3501, + "FP": 6455, + "IoU": 0.7043240674744595, + "TN": 1718648, + "TP": 23716, + "n_pred": 30171, + "n_ref": 27217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9175, + "IoU": 0.0, + "TN": 1743145, + "TP": 0, + "n_pred": 9175, + "n_ref": 0 + }, + "10": { + "Dice": 0.44859944469827434, + "FN": 6031, + "FP": 9658, + "IoU": 0.2891577182728467, + "TN": 1730249, + "TP": 6382, + "n_pred": 16040, + "n_ref": 12413 + }, + "11": { + "Dice": 0.36553524804177545, + "FN": 479, + "FP": 7, + "IoU": 0.22364217252396165, + "TN": 1751694, + "TP": 140, + "n_pred": 147, + "n_ref": 619 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6371397575586057, + "FN": 1756, + "FP": 5937, + "IoU": 0.4675019035093791, + "TN": 1737873, + "TP": 6754, + "n_pred": 12691, + "n_ref": 8510 + }, + "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": 0.9306397953423572, + "FN": 3840, + "FP": 1935, + "IoU": 0.8702771912484838, + "TN": 1707802, + "TP": 38743, + "n_pred": 40678, + "n_ref": 42583 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1456, + "IoU": 0.0, + "TN": 1750864, + "TP": 0, + "n_pred": 1456, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 249, + "IoU": 0.0, + "TN": 1752071, + "TP": 0, + "n_pred": 249, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9080565373139688, + "FN": 15998, + "FP": 14725, + "IoU": 0.831596660765086, + "TN": 1569883, + "TP": 151714, + "n_pred": 166439, + "n_ref": 167712 + }, + "7": { + "Dice": 0.6203580978418994, + "FN": 82078, + "FP": 127, + "IoU": 0.449651534120199, + "TN": 1602951, + "TP": 67164, + "n_pred": 67291, + "n_ref": 149242 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8711007991750451, + "FN": 159, + "FP": 841, + "IoU": 0.7716373601278831, + "TN": 1747941, + "TP": 3379, + "n_pred": 4220, + "n_ref": 3538 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 144, + "IoU": 0.0, + "TN": 2277872, + "TP": 0, + "n_pred": 144, + "n_ref": 0 + }, + "10": { + "Dice": 0.8759071859347848, + "FN": 1017, + "FP": 1411, + "IoU": 0.7792125125034101, + "TN": 2267019, + "TP": 8569, + "n_pred": 9980, + "n_ref": 9586 + }, + "11": { + "Dice": 0.6041890440386681, + "FN": 1345, + "FP": 129, + "IoU": 0.43285879184301657, + "TN": 2275417, + "TP": 1125, + "n_pred": 1254, + "n_ref": 2470 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7705572960078176, + "FN": 593, + "FP": 7390, + "IoU": 0.6267533196184777, + "TN": 2256628, + "TP": 13405, + "n_pred": 20795, + "n_ref": 13998 + }, + "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": 0.9305373525557011, + "FN": 317, + "FP": 160, + "IoU": 0.8700980392156863, + "TN": 2274344, + "TP": 3195, + "n_pred": 3355, + "n_ref": 3512 + }, + "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": 0.8150866462793068, + "FN": 2252, + "FP": 3190, + "IoU": 0.6878871300757055, + "TN": 2260580, + "TP": 11994, + "n_pred": 15184, + "n_ref": 14246 + }, + "6": { + "Dice": 0.8693223106178571, + "FN": 6922, + "FP": 6925, + "IoU": 0.7688506802437193, + "TN": 2218111, + "TP": 46058, + "n_pred": 52983, + "n_ref": 52980 + }, + "7": { + "Dice": 0.6679266259032796, + "FN": 5274, + "FP": 700, + "IoU": 0.5014187948589551, + "TN": 2266034, + "TP": 6008, + "n_pred": 6708, + "n_ref": 11282 + }, + "8": { + "Dice": 0.9390893442889156, + "FN": 4208, + "FP": 3294, + "IoU": 0.88517288353512, + "TN": 2212683, + "TP": 57831, + "n_pred": 61125, + "n_ref": 62039 + }, + "9": { + "Dice": 0.769550190859383, + "FN": 8438, + "FP": 9432, + "IoU": 0.6254218458507137, + "TN": 2230309, + "TP": 29837, + "n_pred": 39269, + "n_ref": 38275 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5670, + "IoU": 0.0, + "TN": 1571418, + "TP": 0, + "n_pred": 5670, + "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": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1577084, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "7": { + "Dice": 0.36387811909732576, + "FN": 51073, + "FP": 117, + "IoU": 0.22240281934043232, + "TN": 1511257, + "TP": 14641, + "n_pred": 14758, + "n_ref": 65714 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 501, + "IoU": 0.0, + "TN": 1401355, + "TP": 0, + "n_pred": 501, + "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": 0.23432343234323433, + "FN": 905, + "FP": 23, + "IoU": 0.13271028037383178, + "TN": 1400786, + "TP": 142, + "n_pred": 165, + "n_ref": 1047 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 980, + "IoU": 0.0, + "TN": 1400876, + "TP": 0, + "n_pred": 980, + "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": 0.9129378323858427, + "FN": 3221, + "FP": 577, + "IoU": 0.839821180043018, + "TN": 1378145, + "TP": 19913, + "n_pred": 20490, + "n_ref": 23134 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7280334728033473, + "FN": 242, + "FP": 18, + "IoU": 0.5723684210526315, + "TN": 1926944, + "TP": 348, + "n_pred": 366, + "n_ref": 590 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 237, + "IoU": 0.0, + "TN": 1927315, + "TP": 0, + "n_pred": 237, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 167, + "IoU": 0.0, + "TN": 1927385, + "TP": 0, + "n_pred": 167, + "n_ref": 0 + }, + "13": { + "Dice": 0.6476645912738809, + "FN": 10223, + "FP": 4660, + "IoU": 0.47892304460471957, + "TN": 1898990, + "TP": 13679, + "n_pred": 18339, + "n_ref": 23902 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.001322314049586777, + "FN": 29, + "FP": 2992, + "IoU": 0.0006615944426066821, + "TN": 1924529, + "TP": 2, + "n_pred": 2994, + "n_ref": 31 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9454953741129974, + "FN": 1024, + "FP": 5044, + "IoU": 0.8966251554540963, + "TN": 1868853, + "TP": 52631, + "n_pred": 57675, + "n_ref": 53655 + }, + "7": { + "Dice": 0.8206008583690987, + "FN": 1979, + "FP": 2201, + "IoU": 0.6957787481804949, + "TN": 1913812, + "TP": 9560, + "n_pred": 11761, + "n_ref": 11539 + }, + "8": { + "Dice": 0.946587890082874, + "FN": 66, + "FP": 1281, + "IoU": 0.8985921855002635, + "TN": 1914269, + "TP": 11936, + "n_pred": 13217, + "n_ref": 12002 + }, + "9": { + "Dice": 0.7933704330994436, + "FN": 4, + "FP": 8536, + "IoU": 0.6575095247643874, + "TN": 1902617, + "TP": 16395, + "n_pred": 24931, + "n_ref": 16399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 60, + "FP": 0, + "IoU": 0.0, + "TN": 1577028, + "TP": 0, + "n_pred": 0, + "n_ref": 60 + }, + "10": { + "Dice": 0.6131849485976645, + "FN": 9955, + "FP": 5547, + "IoU": 0.44215337003850447, + "TN": 1549299, + "TP": 12287, + "n_pred": 17834, + "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": 0.5442542787286063, + "FN": 18195, + "FP": 445, + "IoU": 0.37386630836412493, + "TN": 1547318, + "TP": 11130, + "n_pred": 11575, + "n_ref": 29325 + }, + "14": { + "Dice": 0.6719690017334556, + "FN": 8875, + "FP": 776, + "IoU": 0.5059889434889435, + "TN": 1557552, + "TP": 9885, + "n_pred": 10661, + "n_ref": 18760 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 384, + "IoU": 0.0, + "TN": 1576704, + "TP": 0, + "n_pred": 384, + "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": 0.30893019038984587, + "FN": 5027, + "FP": 7169, + "IoU": 0.18268328642273154, + "TN": 1562166, + "TP": 2726, + "n_pred": 9895, + "n_ref": 7753 + }, + "7": { + "Dice": 0.9721233831802664, + "FN": 1092, + "FP": 3546, + "IoU": 0.9457588267627212, + "TN": 1491581, + "TP": 80869, + "n_pred": 84415, + "n_ref": 81961 + }, + "8": { + "Dice": 0.9461883408071748, + "FN": 12, + "FP": 12, + "IoU": 0.8978723404255319, + "TN": 1576853, + "TP": 211, + "n_pred": 223, + "n_ref": 223 + }, + "9": { + "Dice": 0.856246264196055, + "FN": 1911, + "FP": 13, + "IoU": 0.7486281682780246, + "TN": 1569434, + "TP": 5730, + "n_pred": 5743, + "n_ref": 7641 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0131.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": 0.01485148514851485, + "FN": 1990, + "FP": 0, + "IoU": 0.007481296758104738, + "TN": 1575083, + "TP": 15, + "n_pred": 15, + "n_ref": 2005 + }, + "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": 0.9556375300721732, + "FN": 5065, + "FP": 467, + "IoU": 0.9150439216168069, + "TN": 1511972, + "TP": 59584, + "n_pred": 60051, + "n_ref": 64649 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 1577009, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "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": 0.9712211450680346, + "FN": 1441, + "FP": 2531, + "IoU": 0.9440523980562011, + "TN": 1506093, + "TP": 67023, + "n_pred": 69554, + "n_ref": 68464 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8929833958221746, + "FN": 973, + "FP": 26, + "IoU": 0.8066576349912908, + "TN": 1571921, + "TP": 4168, + "n_pred": 4194, + "n_ref": 5141 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0134.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": 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": 0.991572251114413, + "FN": 87, + "FP": 639, + "IoU": 0.9832853689420974, + "TN": 1708885, + "TP": 42709, + "n_pred": 43348, + "n_ref": 42796 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 187, + "IoU": 0.0, + "TN": 1401669, + "TP": 0, + "n_pred": 187, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.05712219812002892, + "FN": 2608, + "FP": 0, + "IoU": 0.02940081875697804, + "TN": 1399169, + "TP": 79, + "n_pred": 79, + "n_ref": 2687 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 97, + "IoU": 0.0, + "TN": 1401759, + "TP": 0, + "n_pred": 97, + "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": 0.950726333235839, + "FN": 2520, + "FP": 7, + "IoU": 0.9060804281572883, + "TN": 1374950, + "TP": 24379, + "n_pred": 24386, + "n_ref": 26899 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 1401814, + "TP": 0, + "n_pred": 42, + "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": 0.9661356160583363, + "FN": 2518, + "FP": 900, + "IoU": 0.9344896981312889, + "TN": 1349681, + "TP": 48757, + "n_pred": 49657, + "n_ref": 51275 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 631, + "IoU": 0.0, + "TN": 1401225, + "TP": 0, + "n_pred": 631, + "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": 233, + "IoU": 0.0, + "TN": 1401623, + "TP": 0, + "n_pred": 233, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 290, + "IoU": 0.0, + "TN": 1576798, + "TP": 0, + "n_pred": 290, + "n_ref": 0 + }, + "10": { + "Dice": 0.35172413793103446, + "FN": 1504, + "FP": 0, + "IoU": 0.21338912133891214, + "TN": 1575176, + "TP": 408, + "n_pred": 408, + "n_ref": 1912 + }, + "11": { + "Dice": 0.48040638606676345, + "FN": 1217, + "FP": 215, + "IoU": 0.31614135625596945, + "TN": 1574994, + "TP": 662, + "n_pred": 877, + "n_ref": 1879 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 158, + "IoU": 0.0, + "TN": 1576930, + "TP": 0, + "n_pred": 158, + "n_ref": 0 + }, + "13": { + "Dice": 0.8327809581199156, + "FN": 1395, + "FP": 825, + "IoU": 0.7134744450180692, + "TN": 1569340, + "TP": 5528, + "n_pred": 6353, + "n_ref": 6923 + }, + "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": 0.9068847989093388, + "FN": 1197, + "FP": 169, + "IoU": 0.8296333250187079, + "TN": 1569070, + "TP": 6652, + "n_pred": 6821, + "n_ref": 7849 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 1577035, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "4": { + "Dice": 0.4132013201320132, + "FN": 802, + "FP": 87, + "IoU": 0.26039933444259566, + "TN": 1575886, + "TP": 313, + "n_pred": 400, + "n_ref": 1115 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1577081, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "6": { + "Dice": 0.9439355706754641, + "FN": 3460, + "FP": 8249, + "IoU": 0.8938238467885998, + "TN": 1466809, + "TP": 98570, + "n_pred": 106819, + "n_ref": 102030 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 1577071, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "8": { + "Dice": 0.9081470317340702, + "FN": 970, + "FP": 127, + "IoU": 0.8317484662576687, + "TN": 1570568, + "TP": 5423, + "n_pred": 5550, + "n_ref": 6393 + }, + "9": { + "Dice": 0.49750692520775625, + "FN": 6096, + "FP": 2974, + "IoU": 0.33112094395280234, + "TN": 1563528, + "TP": 4490, + "n_pred": 7464, + "n_ref": 10586 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 946, + "IoU": 0.0, + "TN": 1751374, + "TP": 0, + "n_pred": 946, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.08418959231024196, + "FN": 2700, + "FP": 63, + "IoU": 0.04394463667820069, + "TN": 1749430, + "TP": 127, + "n_pred": 190, + "n_ref": 2827 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 277, + "IoU": 0.0, + "TN": 1752043, + "TP": 0, + "n_pred": 277, + "n_ref": 0 + }, + "13": { + "Dice": 0.11836734693877551, + "FN": 432, + "FP": 0, + "IoU": 0.06290672451193059, + "TN": 1751859, + "TP": 29, + "n_pred": 29, + "n_ref": 461 + }, + "14": { + "Dice": 0.8179425081604718, + "FN": 57, + "FP": 3401, + "IoU": 0.6919650810618208, + "TN": 1741094, + "TP": 7768, + "n_pred": 11169, + "n_ref": 7825 + }, + "15": { + "Dice": 0.6561793795673994, + "FN": 10868, + "FP": 847, + "IoU": 0.48829387612474884, + "TN": 1729426, + "TP": 11179, + "n_pred": 12026, + "n_ref": 22047 + }, + "2": { + "Dice": 0.9693225840226154, + "FN": 865, + "FP": 600, + "IoU": 0.9404713531084925, + "TN": 1727710, + "TP": 23145, + "n_pred": 23745, + "n_ref": 24010 + }, + "3": { + "Dice": 0.8733333333333333, + "FN": 12, + "FP": 26, + "IoU": 0.7751479289940828, + "TN": 1752151, + "TP": 131, + "n_pred": 157, + "n_ref": 143 + }, + "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": 0.9702015119634734, + "FN": 1103, + "FP": 2480, + "IoU": 0.9421275358573459, + "TN": 1690408, + "TP": 58329, + "n_pred": 60809, + "n_ref": 59432 + }, + "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": 0.9138561136055132, + "FN": 125, + "FP": 700, + "IoU": 0.8413766583349356, + "TN": 1747119, + "TP": 4376, + "n_pred": 5076, + "n_ref": 4501 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1506, + "IoU": 0.0, + "TN": 1750814, + "TP": 0, + "n_pred": 1506, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2434, + "IoU": 0.0, + "TN": 1749886, + "TP": 0, + "n_pred": 2434, + "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": 0.0, + "FN": 0, + "FP": 1745, + "IoU": 0.0, + "TN": 1750575, + "TP": 0, + "n_pred": 1745, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8963488206806499, + "FN": 5639, + "FP": 632, + "IoU": 0.8121667764931408, + "TN": 1718934, + "TP": 27115, + "n_pred": 27747, + "n_ref": 32754 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7178, + "IoU": 0.0, + "TN": 1745142, + "TP": 0, + "n_pred": 7178, + "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": 0.8951661269041622, + "FN": 326, + "FP": 1422, + "IoU": 0.8102269026164368, + "TN": 1743109, + "TP": 7463, + "n_pred": 8885, + "n_ref": 7789 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10292, + "IoU": 0.0, + "TN": 1742028, + "TP": 0, + "n_pred": 10292, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 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": 0.8348363823756764, + "FN": 605, + "FP": 36, + "IoU": 0.7164971251658558, + "TN": 1750059, + "TP": 1620, + "n_pred": 1656, + "n_ref": 2225 + }, + "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": 0.9707177661169415, + "FN": 361, + "FP": 2139, + "IoU": 0.9431016432245437, + "TN": 1708382, + "TP": 41438, + "n_pred": 43577, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0017381228273464658, + "FN": 0, + "FP": 6892, + "IoU": 0.0008698173383589446, + "TN": 1745422, + "TP": 6, + "n_pred": 6898, + "n_ref": 6 + }, + "10": { + "Dice": 0.7049736247174077, + "FN": 4427, + "FP": 6535, + "IoU": 0.5443700901949374, + "TN": 1728261, + "TP": 13097, + "n_pred": 19632, + "n_ref": 17524 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.43439911797133407, + "FN": 736, + "FP": 290, + "IoU": 0.2774647887323944, + "TN": 1750900, + "TP": 394, + "n_pred": 684, + "n_ref": 1130 + }, + "13": { + "Dice": 0.7511346806172663, + "FN": 3855, + "FP": 1354, + "IoU": 0.6014537107880643, + "TN": 1739250, + "TP": 7861, + "n_pred": 9215, + "n_ref": 11716 + }, + "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": 46, + "IoU": 0.0, + "TN": 1752274, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "3": { + "Dice": 0.16221666231001905, + "FN": 130, + "FP": 22305, + "IoU": 0.08826756613971634, + "TN": 1727713, + "TP": 2172, + "n_pred": 24477, + "n_ref": 2302 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1752315, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "5": { + "Dice": 0.8030931723877782, + "FN": 968, + "FP": 1120, + "IoU": 0.670973841790104, + "TN": 1745974, + "TP": 4258, + "n_pred": 5378, + "n_ref": 5226 + }, + "6": { + "Dice": 0.9466951352797134, + "FN": 7849, + "FP": 3710, + "IoU": 0.8987854960027319, + "TN": 1638117, + "TP": 102644, + "n_pred": 106354, + "n_ref": 110493 + }, + "7": { + "Dice": 0.8871935857429524, + "FN": 8674, + "FP": 4087, + "IoU": 0.7972577928886911, + "TN": 1689378, + "TP": 50181, + "n_pred": 54268, + "n_ref": 58855 + }, + "8": { + "Dice": 0.9488126504705625, + "FN": 810, + "FP": 2932, + "IoU": 0.9026104156364677, + "TN": 1713897, + "TP": 34681, + "n_pred": 37613, + "n_ref": 35491 + }, + "9": { + "Dice": 0.9332503285605589, + "FN": 592, + "FP": 373, + "IoU": 0.8748541045260018, + "TN": 1744609, + "TP": 6746, + "n_pred": 7119, + "n_ref": 7338 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9708735549994041, + "FN": 2032, + "FP": 412, + "IoU": 0.9433957894249253, + "TN": 1709143, + "TP": 40733, + "n_pred": 41145, + "n_ref": 42765 + }, + "10": { + "Dice": 0.0, + "FN": 172, + "FP": 7210, + "IoU": 0.0, + "TN": 1744938, + "TP": 0, + "n_pred": 7210, + "n_ref": 172 + }, + "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": 32, + "IoU": 0.0, + "TN": 1752288, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "13": { + "Dice": 0.638044556688013, + "FN": 2034, + "FP": 1979, + "IoU": 0.468476821192053, + "TN": 1744770, + "TP": 3537, + "n_pred": 5516, + "n_ref": 5571 + }, + "14": { + "Dice": 0.0, + "FN": 1885, + "FP": 0, + "IoU": 0.0, + "TN": 1750435, + "TP": 0, + "n_pred": 0, + "n_ref": 1885 + }, + "15": { + "Dice": 0.9181131004320904, + "FN": 7562, + "FP": 227, + "IoU": 0.848622070198624, + "TN": 1700866, + "TP": 43665, + "n_pred": 43892, + "n_ref": 51227 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8911, + "IoU": 0.0, + "TN": 1743409, + "TP": 0, + "n_pred": 8911, + "n_ref": 0 + }, + "3": { + "Dice": 0.8318843700374129, + "FN": 10394, + "FP": 2098, + "IoU": 0.7121592663425425, + "TN": 1708921, + "TP": 30907, + "n_pred": 33005, + "n_ref": 41301 + }, + "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": 0.9635338982367596, + "FN": 6045, + "FP": 7524, + "IoU": 0.9296337782756153, + "TN": 1559486, + "TP": 179265, + "n_pred": 186789, + "n_ref": 185310 + }, + "7": { + "Dice": 0.8807879253005884, + "FN": 743, + "FP": 189, + "IoU": 0.7869714285714285, + "TN": 1747945, + "TP": 3443, + "n_pred": 3632, + "n_ref": 4186 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5460619558615104, + "FN": 5404, + "FP": 3564, + "IoU": 0.37557443253028827, + "TN": 1737958, + "TP": 5394, + "n_pred": 8958, + "n_ref": 10798 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1545, + "IoU": 0.0, + "TN": 1575543, + "TP": 0, + "n_pred": 1545, + "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": 680, + "IoU": 0.0, + "TN": 1576408, + "TP": 0, + "n_pred": 680, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.09939759036144578, + "FN": 598, + "FP": 0, + "IoU": 0.05229793977812995, + "TN": 1576457, + "TP": 33, + "n_pred": 33, + "n_ref": 631 + }, + "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": 0.004206983592763988, + "FN": 2367, + "FP": 0, + "IoU": 0.0021079258010118043, + "TN": 1574716, + "TP": 5, + "n_pred": 5, + "n_ref": 2372 + }, + "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": 49, + "IoU": 0.0, + "TN": 1577039, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "8": { + "Dice": 0.04969450101832994, + "FN": 34995, + "FP": 0, + "IoU": 0.025480367585630742, + "TN": 1541178, + "TP": 915, + "n_pred": 915, + "n_ref": 35910 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0245.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": 9091, + "IoU": 0.0, + "TN": 1392765, + "TP": 0, + "n_pred": 9091, + "n_ref": 0 + }, + "15": { + "Dice": 0.6685003335713199, + "FN": 28092, + "FP": 231, + "IoU": 0.5020657161442309, + "TN": 1344975, + "TP": 28558, + "n_pred": 28789, + "n_ref": 56650 + }, + "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": 0.9302854881005393, + "FN": 2668, + "FP": 150, + "IoU": 0.8696577243293246, + "TN": 1380236, + "TP": 18802, + "n_pred": 18952, + "n_ref": 21470 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1, + "FP": 50, + "IoU": 0.0, + "TN": 1752269, + "TP": 0, + "n_pred": 50, + "n_ref": 1 + }, + "10": { + "Dice": 0.8949361889840435, + "FN": 2999, + "FP": 3908, + "IoU": 0.8098502367580663, + "TN": 1715996, + "TP": 29417, + "n_pred": 33325, + "n_ref": 32416 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7861876525985351, + "FN": 1068, + "FP": 771, + "IoU": 0.6477011494252873, + "TN": 1747100, + "TP": 3381, + "n_pred": 4152, + "n_ref": 4449 + }, + "13": { + "Dice": 0.5281361515234697, + "FN": 235, + "FP": 1484, + "IoU": 0.3588213353226408, + "TN": 1749639, + "TP": 962, + "n_pred": 2446, + "n_ref": 1197 + }, + "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": 0.9760734571352895, + "FN": 1535, + "FP": 904, + "IoU": 0.9532651184180271, + "TN": 1700132, + "TP": 49749, + "n_pred": 50653, + "n_ref": 51284 + }, + "3": { + "Dice": 0.9558961918902529, + "FN": 1134, + "FP": 975, + "IoU": 0.9155183464188431, + "TN": 1727356, + "TP": 22855, + "n_pred": 23830, + "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": 0.9017226362140714, + "FN": 249, + "FP": 3813, + "IoU": 0.8210336167775477, + "TN": 1729623, + "TP": 18635, + "n_pred": 22448, + "n_ref": 18884 + }, + "7": { + "Dice": 0.9197317846421458, + "FN": 9496, + "FP": 1948, + "IoU": 0.8513920631622689, + "TN": 1675312, + "TP": 65564, + "n_pred": 67512, + "n_ref": 75060 + }, + "8": { + "Dice": 0.9576120863661386, + "FN": 68, + "FP": 625, + "IoU": 0.918671517427532, + "TN": 1743799, + "TP": 7828, + "n_pred": 8453, + "n_ref": 7896 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1752314, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8608009792598296, + "FN": 2178, + "FP": 11923, + "IoU": 0.7556194866640092, + "TN": 1694619, + "TP": 43600, + "n_pred": 55523, + "n_ref": 45778 + }, + "10": { + "Dice": 0.7898509500512003, + "FN": 6101, + "FP": 1287, + "IoU": 0.652688980819857, + "TN": 1731048, + "TP": 13884, + "n_pred": 15171, + "n_ref": 19985 + }, + "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": 0.12224231464737793, + "FN": 3940, + "FP": 914, + "IoU": 0.06510015408320494, + "TN": 1747128, + "TP": 338, + "n_pred": 1252, + "n_ref": 4278 + }, + "14": { + "Dice": 0.7768762677484787, + "FN": 2517, + "FP": 783, + "IoU": 0.6351575456053068, + "TN": 1743275, + "TP": 5745, + "n_pred": 6528, + "n_ref": 8262 + }, + "15": { + "Dice": 0.0, + "FN": 708, + "FP": 0, + "IoU": 0.0, + "TN": 1751612, + "TP": 0, + "n_pred": 0, + "n_ref": 708 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 18702, + "IoU": 0.0, + "TN": 1733618, + "TP": 0, + "n_pred": 18702, + "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": 0.021163446928586932, + "FN": 5, + "FP": 90185, + "IoU": 0.010694893873745406, + "TN": 1661155, + "TP": 975, + "n_pred": 91160, + "n_ref": 980 + }, + "7": { + "Dice": 0.6334738251861188, + "FN": 9207, + "FP": 98, + "IoU": 0.46356508705176985, + "TN": 1734974, + "TP": 8041, + "n_pred": 8139, + "n_ref": 17248 + }, + "8": { + "Dice": 0.8374598501070664, + "FN": 3845, + "FP": 1013, + "IoU": 0.7203706901513843, + "TN": 1734947, + "TP": 12515, + "n_pred": 13528, + "n_ref": 16360 + }, + "9": { + "Dice": 0.9111650049402676, + "FN": 569, + "FP": 1409, + "IoU": 0.8368256063355882, + "TN": 1740198, + "TP": 10144, + "n_pred": 11553, + "n_ref": 10713 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6018151187435465, + "FN": 3479, + "FP": 3848, + "IoU": 0.4304259950248756, + "TN": 1739456, + "TP": 5537, + "n_pred": 9385, + "n_ref": 9016 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4533, + "IoU": 0.0, + "TN": 1747787, + "TP": 0, + "n_pred": 4533, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 1752270, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 527, + "IoU": 0.0, + "TN": 1751793, + "TP": 0, + "n_pred": 527, + "n_ref": 0 + }, + "13": { + "Dice": 0.7707371054657429, + "FN": 1226, + "FP": 8304, + "IoU": 0.6269912716740381, + "TN": 1726771, + "TP": 16019, + "n_pred": 24323, + "n_ref": 17245 + }, + "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": 0.0, + "FN": 0, + "FP": 1405, + "IoU": 0.0, + "TN": 1750915, + "TP": 0, + "n_pred": 1405, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6115712399471852, + "FN": 18412, + "FP": 1004, + "IoU": 0.44047721967666637, + "TN": 1717619, + "TP": 15285, + "n_pred": 16289, + "n_ref": 33697 + }, + "6": { + "Dice": 0.503851234630627, + "FN": 18529, + "FP": 5884, + "IoU": 0.3367654649678068, + "TN": 1715511, + "TP": 12396, + "n_pred": 18280, + "n_ref": 30925 + }, + "7": { + "Dice": 0.8330599489948636, + "FN": 16101, + "FP": 11785, + "IoU": 0.7138841007961915, + "TN": 1654856, + "TP": 69578, + "n_pred": 81363, + "n_ref": 85679 + }, + "8": { + "Dice": 0.9656566481541979, + "FN": 1486, + "FP": 1878, + "IoU": 0.9335939042204587, + "TN": 1701662, + "TP": 47294, + "n_pred": 49172, + "n_ref": 48780 + }, + "9": { + "Dice": 0.6800090456806874, + "FN": 2481, + "FP": 349, + "IoU": 0.5151618982353949, + "TN": 1746483, + "TP": 3007, + "n_pred": 3356, + "n_ref": 5488 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9785005512679162, + "FN": 971, + "FP": 1993, + "IoU": 0.9579060982191041, + "TN": 1857138, + "TP": 67450, + "n_pred": 69443, + "n_ref": 68421 + }, + "10": { + "Dice": 0.849747911395861, + "FN": 5916, + "FP": 2339, + "IoU": 0.7387492879296158, + "TN": 1895954, + "TP": 23343, + "n_pred": 25682, + "n_ref": 29259 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1927545, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 218, + "IoU": 0.0, + "TN": 1927334, + "TP": 0, + "n_pred": 218, + "n_ref": 0 + }, + "13": { + "Dice": 0.038277028733020246, + "FN": 17806, + "FP": 1239, + "IoU": 0.019511943986820428, + "TN": 1908128, + "TP": 379, + "n_pred": 1618, + "n_ref": 18185 + }, + "14": { + "Dice": 0.2213278135541245, + "FN": 22533, + "FP": 18095, + "IoU": 0.12443429162536097, + "TN": 1881150, + "TP": 5774, + "n_pred": 23869, + "n_ref": 28307 + }, + "15": { + "Dice": 0.7147704034207102, + "FN": 10000, + "FP": 2274, + "IoU": 0.5561421907207175, + "TN": 1899899, + "TP": 15379, + "n_pred": 17653, + "n_ref": 25379 + }, + "2": { + "Dice": 0.431649859826771, + "FN": 27128, + "FP": 38, + "IoU": 0.27522544154527506, + "TN": 1890070, + "TP": 10316, + "n_pred": 10354, + "n_ref": 37444 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 15236, + "IoU": 0.0, + "TN": 1912316, + "TP": 0, + "n_pred": 15236, + "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": 0.988632578593986, + "FN": 3490, + "FP": 1049, + "IoU": 0.9775206889891491, + "TN": 1725633, + "TP": 197380, + "n_pred": 198429, + "n_ref": 200870 + }, + "7": { + "Dice": 0.8905238897260881, + "FN": 465, + "FP": 770, + "IoU": 0.8026526046660275, + "TN": 1921294, + "TP": 5023, + "n_pred": 5793, + "n_ref": 5488 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2224, + "IoU": 0.0, + "TN": 1925328, + "TP": 0, + "n_pred": 2224, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0307.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": 0.9557693402402232, + "FN": 2212, + "FP": 3227, + "IoU": 0.9152856519843, + "TN": 1688116, + "TP": 58765, + "n_pred": 61992, + "n_ref": 60977 + }, + "15": { + "Dice": 0.1410555815039701, + "FN": 68, + "FP": 1771, + "IoU": 0.07587939698492463, + "TN": 1750330, + "TP": 151, + "n_pred": 1922, + "n_ref": 219 + }, + "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": 0.9870418288821516, + "FN": 218, + "FP": 3633, + "IoU": 0.9744151901088899, + "TN": 1601801, + "TP": 146668, + "n_pred": 150301, + "n_ref": 146886 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.38718505023321215, + "FN": 59727, + "FP": 21338, + "IoU": 0.24006787033391455, + "TN": 1820878, + "TP": 25609, + "n_pred": 46947, + "n_ref": 85336 + }, + "10": { + "Dice": 0.18908227848101267, + "FN": 1859, + "FP": 191, + "IoU": 0.10441240716470074, + "TN": 1925263, + "TP": 239, + "n_pred": 430, + "n_ref": 2098 + }, + "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": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 1927442, + "TP": 0, + "n_pred": 110, + "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": 0.00699336137434754, + "FN": 2612, + "FP": 16983, + "IoU": 0.0035089503661513426, + "TN": 1907888, + "TP": 69, + "n_pred": 17052, + "n_ref": 2681 + }, + "3": { + "Dice": 0.3891107953783878, + "FN": 21719, + "FP": 23857, + "IoU": 0.24155031535504484, + "TN": 1867461, + "TP": 14515, + "n_pred": 38372, + "n_ref": 36234 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 1927529, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.06895491471663916, + "FN": 27184, + "FP": 87882, + "IoU": 0.035708599059726634, + "TN": 1808225, + "TP": 4261, + "n_pred": 92143, + "n_ref": 31445 + }, + "7": { + "Dice": 0.0, + "FN": 1840, + "FP": 0, + "IoU": 0.0, + "TN": 1925712, + "TP": 0, + "n_pred": 0, + "n_ref": 1840 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 74, + "IoU": 0.0, + "TN": 1927478, + "TP": 0, + "n_pred": 74, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6828296247093989, + "FN": 279, + "FP": 1631, + "IoU": 0.518406454866364, + "TN": 1923586, + "TP": 2056, + "n_pred": 3687, + "n_ref": 2335 + }, + "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": 3, + "IoU": 0.0, + "TN": 1927549, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": 0.6626080887199969, + "FN": 4661, + "FP": 4040, + "IoU": 0.49544795592925484, + "TN": 1910307, + "TP": 8544, + "n_pred": 12584, + "n_ref": 13205 + }, + "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": 0.8166476075835088, + "FN": 29956, + "FP": 508, + "IoU": 0.6901136236483668, + "TN": 1829245, + "TP": 67843, + "n_pred": 68351, + "n_ref": 97799 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 34785, + "IoU": 0.0, + "TN": 1892767, + "TP": 0, + "n_pred": 34785, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 1927528, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.18045297882816347, + "FN": 0, + "FP": 26632, + "IoU": 0.09917467189825463, + "TN": 1897988, + "TP": 2932, + "n_pred": 29564, + "n_ref": 2932 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 13199, + "IoU": 0.0, + "TN": 1914353, + "TP": 0, + "n_pred": 13199, + "n_ref": 0 + }, + "8": { + "Dice": 0.8915979191844885, + "FN": 3280, + "FP": 846, + "IoU": 0.8043993552669005, + "TN": 1906458, + "TP": 16968, + "n_pred": 17814, + "n_ref": 20248 + }, + "9": { + "Dice": 0.4570902394106814, + "FN": 680, + "FP": 5216, + "IoU": 0.2962520888040105, + "TN": 1919174, + "TP": 2482, + "n_pred": 7698, + "n_ref": 3162 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.35866851062195076, + "FN": 66028, + "FP": 750, + "IoU": 0.21852289616271314, + "TN": 1666869, + "TP": 18673, + "n_pred": 19423, + "n_ref": 84701 + }, + "10": { + "Dice": 0.3913978494623656, + "FN": 97, + "FP": 1035, + "IoU": 0.24331550802139038, + "TN": 1750824, + "TP": 364, + "n_pred": 1399, + "n_ref": 461 + }, + "11": { + "Dice": 0.021023513139695714, + "FN": 3539, + "FP": 0, + "IoU": 0.01062342745317305, + "TN": 1748743, + "TP": 38, + "n_pred": 38, + "n_ref": 3577 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4299270072992701, + "FN": 0, + "FP": 1562, + "IoU": 0.27382612738261275, + "TN": 1750169, + "TP": 589, + "n_pred": 2151, + "n_ref": 589 + }, + "14": { + "Dice": 0.0013057671381936887, + "FN": 0, + "FP": 9178, + "IoU": 0.0006533101045296168, + "TN": 1743136, + "TP": 6, + "n_pred": 9184, + "n_ref": 6 + }, + "15": { + "Dice": 0.0, + "FN": 16, + "FP": 0, + "IoU": 0.0, + "TN": 1752304, + "TP": 0, + "n_pred": 0, + "n_ref": 16 + }, + "2": { + "Dice": 0.9510568875017733, + "FN": 1673, + "FP": 397, + "IoU": 0.9066810927779281, + "TN": 1730138, + "TP": 20112, + "n_pred": 20509, + "n_ref": 21785 + }, + "3": { + "Dice": 0.6634808372359744, + "FN": 215, + "FP": 3306, + "IoU": 0.49642448512585813, + "TN": 1745328, + "TP": 3471, + "n_pred": 6777, + "n_ref": 3686 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2363, + "IoU": 0.0, + "TN": 1749957, + "TP": 0, + "n_pred": 2363, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.43184387302989746, + "FN": 2269, + "FP": 128912, + "IoU": 0.27538321319081943, + "TN": 1571285, + "TP": 49854, + "n_pred": 178766, + "n_ref": 52123 + }, + "7": { + "Dice": 0.028201503088027383, + "FN": 48021, + "FP": 4219, + "IoU": 0.014302426506660628, + "TN": 1699322, + "TP": 758, + "n_pred": 4977, + "n_ref": 48779 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8006534006534006, + "FN": 288, + "FP": 6424, + "IoU": 0.6675746619781091, + "TN": 1732129, + "TP": 13479, + "n_pred": 19903, + "n_ref": 13767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0350.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": 0.0, + "FN": 0, + "FP": 3735, + "IoU": 0.0, + "TN": 1923817, + "TP": 0, + "n_pred": 3735, + "n_ref": 0 + }, + "14": { + "Dice": 0.6365977011494253, + "FN": 5434, + "FP": 10374, + "IoU": 0.4669184595670061, + "TN": 1897898, + "TP": 13846, + "n_pred": 24220, + "n_ref": 19280 + }, + "15": { + "Dice": 0.8397994009890646, + "FN": 18493, + "FP": 9107, + "IoU": 0.7238398270997178, + "TN": 1827610, + "TP": 72342, + "n_pred": 81449, + "n_ref": 90835 + }, + "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": 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": 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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0390.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": 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": 1402, + "IoU": 0.0, + "TN": 1926150, + "TP": 0, + "n_pred": 1402, + "n_ref": 0 + }, + "3": { + "Dice": 0.6323426164287386, + "FN": 1546, + "FP": 25, + "IoU": 0.4623545516769336, + "TN": 1924630, + "TP": 1351, + "n_pred": 1376, + "n_ref": 2897 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7032829162891197, + "FN": 3533, + "FP": 724, + "IoU": 0.5423564824768867, + "TN": 1918250, + "TP": 5045, + "n_pred": 5769, + "n_ref": 8578 + }, + "6": { + "Dice": 0.9334841822140632, + "FN": 714, + "FP": 2402, + "IoU": 0.8752652015531804, + "TN": 1902571, + "TP": 21865, + "n_pred": 24267, + "n_ref": 22579 + }, + "7": { + "Dice": 0.37610683279974616, + "FN": 2863, + "FP": 40399, + "IoU": 0.23160811338851195, + "TN": 1871250, + "TP": 13040, + "n_pred": 53439, + "n_ref": 15903 + }, + "8": { + "Dice": 0.9554442546538896, + "FN": 1783, + "FP": 1295, + "IoU": 0.9146895787139689, + "TN": 1891472, + "TP": 33002, + "n_pred": 34297, + "n_ref": 34785 + }, + "9": { + "Dice": 0.8115143585152538, + "FN": 2712, + "FP": 25, + "IoU": 0.6828137675281029, + "TN": 1918923, + "TP": 5892, + "n_pred": 5917, + "n_ref": 8604 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1752317, + "TP": 0, + "n_pred": 3, + "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": 0.022478658144223757, + "FN": 195, + "FP": 22592, + "IoU": 0.01136708750921949, + "TN": 1729271, + "TP": 262, + "n_pred": 22854, + "n_ref": 457 + }, + "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": 34, + "IoU": 0.0, + "TN": 1752286, + "TP": 0, + "n_pred": 34, + "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": 0.9005354111348104, + "FN": 1143, + "FP": 1142, + "IoU": 0.8190672262253543, + "TN": 1739691, + "TP": 10344, + "n_pred": 11486, + "n_ref": 11487 + }, + "6": { + "Dice": 0.6040268456375839, + "FN": 33, + "FP": 26, + "IoU": 0.4326923076923077, + "TN": 1752216, + "TP": 45, + "n_pred": 71, + "n_ref": 78 + }, + "7": { + "Dice": 0.047058823529411764, + "FN": 158, + "FP": 4, + "IoU": 0.024096385542168676, + "TN": 1752154, + "TP": 4, + "n_pred": 8, + "n_ref": 162 + }, + "8": { + "Dice": 0.973131739793278, + "FN": 1218, + "FP": 703, + "IoU": 0.9476695088397941, + "TN": 1715611, + "TP": 34788, + "n_pred": 35491, + "n_ref": 36006 + }, + "9": { + "Dice": 0.9231884057971015, + "FN": 446, + "FP": 402, + "IoU": 0.857335127860027, + "TN": 1746376, + "TP": 5096, + "n_pred": 5498, + "n_ref": 5542 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.4521067062256218, + "FN": 2903.1600000000003, + "FP": 2016.9666666666662, + "IoU": 0.3816808538792809, + "TN": 1739590.8977777779, + "TP": 7808.975555555555, + "n_pred": 9825.942222222224, + "n_ref": 10712.135555555556 + }, + "mean": { + "1": { + "Dice": 0.5774683313807436, + "FN": 1480.6, + "FP": 710.3333333333334, + "IoU": 0.5078066272547886, + "TN": 1743745.4, + "TP": 6383.666666666667, + "n_pred": 7094.0, + "n_ref": 7864.266666666666 + }, + "10": { + "Dice": 0.4656404907087649, + "FN": 3756.4666666666667, + "FP": 2242.3, + "IoU": 0.3603432579799326, + "TN": 1742319.6333333333, + "TP": 4001.6, + "n_pred": 6243.9, + "n_ref": 7758.066666666667 + }, + "11": { + "Dice": 0.09930281149663635, + "FN": 384.6666666666667, + "FP": 4.866666666666666, + "IoU": 0.061641889564917916, + "TN": 1751883.5666666667, + "TP": 46.9, + "n_pred": 51.766666666666666, + "n_ref": 431.56666666666666 + }, + "12": { + "Dice": 0.0, + "FN": 844.8666666666667, + "FP": 0.3, + "IoU": 0.0, + "TN": 1751474.8333333333, + "TP": 0.0, + "n_pred": 0.3, + "n_ref": 844.8666666666667 + }, + "13": { + "Dice": 0.28098838873677273, + "FN": 2097.233333333333, + "FP": 1455.1, + "IoU": 0.2022514982053253, + "TN": 1746622.3666666667, + "TP": 2145.3, + "n_pred": 3600.4, + "n_ref": 4242.533333333334 + }, + "14": { + "Dice": 0.38121662641817206, + "FN": 4748.266666666666, + "FP": 3637.6, + "IoU": 0.3069462886683798, + "TN": 1738260.6666666667, + "TP": 5673.466666666666, + "n_pred": 9311.066666666668, + "n_ref": 10421.733333333334 + }, + "15": { + "Dice": 0.3985887622273934, + "FN": 1974.2666666666667, + "FP": 1251.1666666666667, + "IoU": 0.3145229344620929, + "TN": 1746069.8666666667, + "TP": 3024.7, + "n_pred": 4275.866666666667, + "n_ref": 4998.966666666666 + }, + "2": { + "Dice": 0.6403629552027361, + "FN": 210.16666666666666, + "FP": 243.56666666666666, + "IoU": 0.5814806731993264, + "TN": 1748571.0666666667, + "TP": 3295.2, + "n_pred": 3538.766666666667, + "n_ref": 3505.366666666667 + }, + "3": { + "Dice": 0.6072387306297715, + "FN": 625.2333333333333, + "FP": 987.7, + "IoU": 0.557798263879267, + "TN": 1741949.1333333333, + "TP": 8757.933333333332, + "n_pred": 9745.633333333333, + "n_ref": 9383.166666666666 + }, + "4": { + "Dice": 0.326954285531115, + "FN": 3402.0333333333333, + "FP": 150.93333333333334, + "IoU": 0.25054379631994045, + "TN": 1746049.2666666666, + "TP": 2717.766666666667, + "n_pred": 2868.7, + "n_ref": 6119.8 + }, + "5": { + "Dice": 0.3989371324724426, + "FN": 518.7666666666667, + "FP": 292.6666666666667, + "IoU": 0.30533551099785133, + "TN": 1750704.0, + "TP": 804.5666666666667, + "n_pred": 1097.2333333333333, + "n_ref": 1323.3333333333333 + }, + "6": { + "Dice": 0.7123654193969903, + "FN": 13609.166666666666, + "FP": 3888.633333333333, + "IoU": 0.6375832297776065, + "TN": 1680589.9333333333, + "TP": 54232.26666666667, + "n_pred": 58120.9, + "n_ref": 67841.43333333333 + }, + "7": { + "Dice": 0.4523316005541954, + "FN": 7121.0, + "FP": 13299.8, + "IoU": 0.36320146660948355, + "TN": 1719908.8, + "TP": 11990.4, + "n_pred": 25290.2, + "n_ref": 19111.4 + }, + "8": { + "Dice": 0.8397868801455504, + "FN": 1432.1, + "FP": 1032.0, + "IoU": 0.76293779288889, + "TN": 1740617.8666666667, + "TP": 9238.033333333333, + "n_pred": 10270.033333333333, + "n_ref": 10670.133333333333 + }, + "9": { + "Dice": 0.6004181784830436, + "FN": 1342.5666666666666, + "FP": 1057.5333333333333, + "IoU": 0.5128195783814111, + "TN": 1745097.0666666667, + "TP": 4822.833333333333, + "n_pred": 5880.366666666667, + "n_ref": 6165.4 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7304347826086957, + "FN": 31, + "FP": 0, + "IoU": 0.5753424657534246, + "TN": 1577015, + "TP": 42, + "n_pred": 42, + "n_ref": 73 + }, + "10": { + "Dice": 0.8734848484848485, + "FN": 205, + "FP": 129, + "IoU": 0.7753866845998655, + "TN": 1575601, + "TP": 1153, + "n_pred": 1282, + "n_ref": 1358 + }, + "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": 0.6099601593625498, + "FN": 41, + "FP": 1917, + "IoU": 0.4388076812840355, + "TN": 1573599, + "TP": 1531, + "n_pred": 3448, + "n_ref": 1572 + }, + "15": { + "Dice": 0.7748647255861891, + "FN": 12013, + "FP": 1967, + "IoU": 0.6324727903675272, + "TN": 1539050, + "TP": 24058, + "n_pred": 26025, + "n_ref": 36071 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9063336306868867, + "FN": 104, + "FP": 1, + "IoU": 0.8287112561174551, + "TN": 1576475, + "TP": 508, + "n_pred": 509, + "n_ref": 612 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 1577032, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "5": { + "Dice": 0.6841759684832567, + "FN": 2414, + "FP": 1434, + "IoU": 0.5199600798403193, + "TN": 1569072, + "TP": 4168, + "n_pred": 5602, + "n_ref": 6582 + }, + "6": { + "Dice": 0.6931228661375427, + "FN": 4773, + "FP": 9069, + "IoU": 0.5303657460812919, + "TN": 1547614, + "TP": 15632, + "n_pred": 24701, + "n_ref": 20405 + }, + "7": { + "Dice": 0.8013813517513567, + "FN": 1067, + "FP": 946, + "IoU": 0.6685874217978268, + "TN": 1571014, + "TP": 4061, + "n_pred": 5007, + "n_ref": 5128 + }, + "8": { + "Dice": 0.9397038696030857, + "FN": 712, + "FP": 1711, + "IoU": 0.8862654900488172, + "TN": 1555784, + "TP": 18881, + "n_pred": 20592, + "n_ref": 19593 + }, + "9": { + "Dice": 0.8050724637681159, + "FN": 221, + "FP": 317, + "IoU": 0.6737416616130989, + "TN": 1575439, + "TP": 1111, + "n_pred": 1428, + "n_ref": 1332 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0004.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": 1531, + "IoU": 0.0, + "TN": 1926021, + "TP": 0, + "n_pred": 1531, + "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": 0.42320261437908496, + "FN": 154, + "FP": 552, + "IoU": 0.2683937823834197, + "TN": 1926587, + "TP": 259, + "n_pred": 811, + "n_ref": 413 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6955060898782024, + "FN": 2000, + "FP": 175, + "IoU": 0.5331616226658081, + "TN": 1922893, + "TP": 2484, + "n_pred": 2659, + "n_ref": 4484 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 1927518, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "6": { + "Dice": 0.9673632769332776, + "FN": 5099, + "FP": 2875, + "IoU": 0.9367895362663495, + "TN": 1801402, + "TP": 118176, + "n_pred": 121051, + "n_ref": 123275 + }, + "7": { + "Dice": 0.4799539813136243, + "FN": 724, + "FP": 29110, + "IoU": 0.315749638769753, + "TN": 1883951, + "TP": 13767, + "n_pred": 42877, + "n_ref": 14491 + }, + "8": { + "Dice": 0.7624161073825504, + "FN": 2008, + "FP": 7196, + "IoU": 0.6160520607375272, + "TN": 1903580, + "TP": 14768, + "n_pred": 21964, + "n_ref": 16776 + }, + "9": { + "Dice": 0.8424949698189135, + "FN": 5277, + "FP": 4508, + "IoU": 0.7278542622722848, + "TN": 1891597, + "TP": 26170, + "n_pred": 30678, + "n_ref": 31447 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7121317157712305, + "FN": 1793, + "FP": 1529, + "IoU": 0.552953842013188, + "TN": 1394425, + "TP": 4109, + "n_pred": 5638, + "n_ref": 5902 + }, + "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": 0.002005347593582888, + "FN": 2977, + "FP": 9, + "IoU": 0.0010036801605888257, + "TN": 1398867, + "TP": 3, + "n_pred": 12, + "n_ref": 2980 + }, + "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": 0.685064935064935, + "FN": 947, + "FP": 23, + "IoU": 0.5209876543209877, + "TN": 1399831, + "TP": 1055, + "n_pred": 1078, + "n_ref": 2002 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3245, + "IoU": 0.0, + "TN": 1398611, + "TP": 0, + "n_pred": 3245, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7049255441008019, + "FN": 2172, + "FP": 404, + "IoU": 0.5443127542897577, + "TN": 1396203, + "TP": 3077, + "n_pred": 3481, + "n_ref": 5249 + }, + "6": { + "Dice": 0.9922448991319689, + "FN": 575, + "FP": 2124, + "IoU": 0.9846091558130518, + "TN": 1226492, + "TP": 172665, + "n_pred": 174789, + "n_ref": 173240 + }, + "7": { + "Dice": 0.8112019715469923, + "FN": 7661, + "FP": 766, + "IoU": 0.6823715653386604, + "TN": 1375325, + "TP": 18104, + "n_pred": 18870, + "n_ref": 25765 + }, + "8": { + "Dice": 0.8290154222305811, + "FN": 10862, + "FP": 3684, + "IoU": 0.7079644241000622, + "TN": 1352047, + "TP": 35263, + "n_pred": 38947, + "n_ref": 46125 + }, + "9": { + "Dice": 0.0041025641025641026, + "FN": 5677, + "FP": 149, + "IoU": 0.0020554984583761563, + "TN": 1396018, + "TP": 12, + "n_pred": 161, + "n_ref": 5689 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.531853049806587, + "FN": 10514, + "FP": 10907, + "IoU": 0.36226145464288906, + "TN": 1543499, + "TP": 12168, + "n_pred": 23075, + "n_ref": 22682 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 88, + "FP": 0, + "IoU": 0.0, + "TN": 1577000, + "TP": 0, + "n_pred": 0, + "n_ref": 88 + }, + "13": { + "Dice": 0.6326514977399832, + "FN": 6236, + "FP": 3354, + "IoU": 0.46268489466606905, + "TN": 1559240, + "TP": 8258, + "n_pred": 11612, + "n_ref": 14494 + }, + "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": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1577086, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8086657015923726, + "FN": 184, + "FP": 7482, + "IoU": 0.6787899103326909, + "TN": 1553222, + "TP": 16200, + "n_pred": 23682, + "n_ref": 16384 + }, + "7": { + "Dice": 0.8762334954829742, + "FN": 7017, + "FP": 3669, + "IoU": 0.7797291447653206, + "TN": 1528575, + "TP": 37827, + "n_pred": 41496, + "n_ref": 44844 + }, + "8": { + "Dice": 0.9218901506173371, + "FN": 1652, + "FP": 1973, + "IoU": 0.8550985329975617, + "TN": 1552071, + "TP": 21392, + "n_pred": 23365, + "n_ref": 23044 + }, + "9": { + "Dice": 0.9424208461753992, + "FN": 1064, + "FP": 580, + "IoU": 0.8911114054841701, + "TN": 1561990, + "TP": 13454, + "n_pred": 14034, + "n_ref": 14518 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0019.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": 0.8708704684044763, + "FN": 586, + "FP": 1341, + "IoU": 0.7712759643916914, + "TN": 1743895, + "TP": 6498, + "n_pred": 7839, + "n_ref": 7084 + }, + "14": { + "Dice": 0.9310148821827201, + "FN": 2245, + "FP": 425, + "IoU": 0.8709334364576787, + "TN": 1731633, + "TP": 18017, + "n_pred": 18442, + "n_ref": 20262 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 231, + "IoU": 0.0, + "TN": 1752089, + "TP": 0, + "n_pred": 231, + "n_ref": 0 + }, + "2": { + "Dice": 0.9334658410417145, + "FN": 2147, + "FP": 464, + "IoU": 0.8752329526449085, + "TN": 1731393, + "TP": 18316, + "n_pred": 18780, + "n_ref": 20463 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2550, + "IoU": 0.0, + "TN": 1749770, + "TP": 0, + "n_pred": 2550, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 1752278, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "9": { + "Dice": 0.8005310321938267, + "FN": 1793, + "FP": 10, + "IoU": 0.667404537908135, + "TN": 1746899, + "TP": 3618, + "n_pred": 3628, + "n_ref": 5411 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 437, + "FP": 0, + "IoU": 0.0, + "TN": 1927115, + "TP": 0, + "n_pred": 0, + "n_ref": 437 + }, + "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": 0.0, + "FN": 0, + "FP": 236, + "IoU": 0.0, + "TN": 1927316, + "TP": 0, + "n_pred": 236, + "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": 2293, + "IoU": 0.0, + "TN": 1925259, + "TP": 0, + "n_pred": 2293, + "n_ref": 0 + }, + "3": { + "Dice": 0.6429659725749112, + "FN": 2557, + "FP": 255, + "IoU": 0.47380239520958084, + "TN": 1922208, + "TP": 2532, + "n_pred": 2787, + "n_ref": 5089 + }, + "4": { + "Dice": 0.8665246134513468, + "FN": 3645, + "FP": 1241, + "IoU": 0.7644847199460136, + "TN": 1906806, + "TP": 15860, + "n_pred": 17101, + "n_ref": 19505 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9878308654748772, + "FN": 1805, + "FP": 1747, + "IoU": 0.9759543457510543, + "TN": 1779833, + "TP": 144167, + "n_pred": 145914, + "n_ref": 145972 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9447757401844296, + "FN": 1618, + "FP": 2077, + "IoU": 0.8953317092516004, + "TN": 1892250, + "TP": 31607, + "n_pred": 33684, + "n_ref": 33225 + }, + "10": { + "Dice": 0.6967165339032446, + "FN": 738, + "FP": 823, + "IoU": 0.5345855694692904, + "TN": 1924198, + "TP": 1793, + "n_pred": 2616, + "n_ref": 2531 + }, + "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": 0.5911079992998425, + "FN": 1556, + "FP": 3116, + "IoU": 0.4195552242514598, + "TN": 1919503, + "TP": 3377, + "n_pred": 6493, + "n_ref": 4933 + }, + "14": { + "Dice": 0.8597017395081391, + "FN": 5668, + "FP": 1115, + "IoU": 0.75392708144386, + "TN": 1899987, + "TP": 20782, + "n_pred": 21897, + "n_ref": 26450 + }, + "15": { + "Dice": 0.8536236944858894, + "FN": 2324, + "FP": 6898, + "IoU": 0.7446278245458573, + "TN": 1891440, + "TP": 26890, + "n_pred": 33788, + "n_ref": 29214 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 1927513, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "3": { + "Dice": 0.9580684944502419, + "FN": 373, + "FP": 511, + "IoU": 0.9195119730492579, + "TN": 1916569, + "TP": 10099, + "n_pred": 10610, + "n_ref": 10472 + }, + "4": { + "Dice": 0.9009877801810241, + "FN": 5880, + "FP": 1307, + "IoU": 0.8198159801439066, + "TN": 1887665, + "TP": 32700, + "n_pred": 34007, + "n_ref": 38580 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9716807134685873, + "FN": 1489, + "FP": 4576, + "IoU": 0.9449212187258775, + "TN": 1817437, + "TP": 104050, + "n_pred": 108626, + "n_ref": 105539 + }, + "7": { + "Dice": 0.0, + "FN": 553, + "FP": 1, + "IoU": 0.0, + "TN": 1926998, + "TP": 0, + "n_pred": 1, + "n_ref": 553 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6343355965082444, + "FN": 451, + "FP": 680, + "IoU": 0.46448863636363635, + "TN": 1925440, + "TP": 981, + "n_pred": 1661, + "n_ref": 1432 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8683762286500086, + "FN": 7406, + "FP": 1017, + "IoU": 0.7673718515245249, + "TN": 2066576, + "TP": 27785, + "n_pred": 28802, + "n_ref": 35191 + }, + "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": 0.0, + "FN": 1693, + "FP": 0, + "IoU": 0.0, + "TN": 2101091, + "TP": 0, + "n_pred": 0, + "n_ref": 1693 + }, + "13": { + "Dice": 0.0, + "FN": 2969, + "FP": 91, + "IoU": 0.0, + "TN": 2099724, + "TP": 0, + "n_pred": 91, + "n_ref": 2969 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 513, + "IoU": 0.0, + "TN": 2102271, + "TP": 0, + "n_pred": 513, + "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": 2, + "IoU": 0.0, + "TN": 2102782, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.8967164179104478, + "FN": 132, + "FP": 41, + "IoU": 0.8127705627705628, + "TN": 2101860, + "TP": 751, + "n_pred": 792, + "n_ref": 883 + }, + "4": { + "Dice": 0.4852331386984852, + "FN": 6079, + "FP": 4, + "IoU": 0.32033519553072626, + "TN": 2093834, + "TP": 2867, + "n_pred": 2871, + "n_ref": 8946 + }, + "5": { + "Dice": 0.7564026206075045, + "FN": 1553, + "FP": 83, + "IoU": 0.6082375478927203, + "TN": 2098608, + "TP": 2540, + "n_pred": 2623, + "n_ref": 4093 + }, + "6": { + "Dice": 0.37312266689816825, + "FN": 2990, + "FP": 4231, + "IoU": 0.22934898612593382, + "TN": 2093414, + "TP": 2149, + "n_pred": 6380, + "n_ref": 5139 + }, + "7": { + "Dice": 0.27632133524403607, + "FN": 1426, + "FP": 41499, + "IoU": 0.16030907668231612, + "TN": 2051664, + "TP": 8195, + "n_pred": 49694, + "n_ref": 9621 + }, + "8": { + "Dice": 0.9440934394317134, + "FN": 2983, + "FP": 291, + "IoU": 0.8941069926903422, + "TN": 2071866, + "TP": 27644, + "n_pred": 27935, + "n_ref": 30627 + }, + "9": { + "Dice": 0.8163679404802164, + "FN": 214, + "FP": 329, + "IoU": 0.6897142857142857, + "TN": 2101034, + "TP": 1207, + "n_pred": 1536, + "n_ref": 1421 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9693902740064182, + "FN": 848, + "FP": 144, + "IoU": 0.9405988023952095, + "TN": 1735620, + "TP": 15708, + "n_pred": 15852, + "n_ref": 16556 + }, + "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": 0.0, + "FN": 59, + "FP": 0, + "IoU": 0.0, + "TN": 1752261, + "TP": 0, + "n_pred": 0, + "n_ref": 59 + }, + "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": 0.9669498626446473, + "FN": 3274, + "FP": 2958, + "IoU": 0.9360144562974219, + "TN": 1654923, + "TP": 91165, + "n_pred": 94123, + "n_ref": 94439 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8901641532096624, + "FN": 690, + "FP": 956, + "IoU": 0.802068302068302, + "TN": 1393540, + "TP": 6670, + "n_pred": 7626, + "n_ref": 7360 + }, + "10": { + "Dice": 0.8971878803407853, + "FN": 329, + "FP": 1276, + "IoU": 0.8135455390334573, + "TN": 1393248, + "TP": 7003, + "n_pred": 8279, + "n_ref": 7332 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3584, + "FP": 0, + "IoU": 0.0, + "TN": 1398272, + "TP": 0, + "n_pred": 0, + "n_ref": 3584 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 83, + "IoU": 0.0, + "TN": 1401773, + "TP": 0, + "n_pred": 83, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.3634517766497462, + "FN": 0, + "FP": 627, + "IoU": 0.22208436724565755, + "TN": 1401050, + "TP": 179, + "n_pred": 806, + "n_ref": 179 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9367685667245138, + "FN": 839, + "FP": 582, + "IoU": 0.8810580061940236, + "TN": 1389909, + "TP": 10526, + "n_pred": 11108, + "n_ref": 11365 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7854050711193569, + "FN": 225, + "FP": 122, + "IoU": 0.6466395112016293, + "TN": 1400874, + "TP": 635, + "n_pred": 757, + "n_ref": 860 + }, + "6": { + "Dice": 0.3161512027491409, + "FN": 716, + "FP": 876, + "IoU": 0.18775510204081633, + "TN": 1399896, + "TP": 368, + "n_pred": 1244, + "n_ref": 1084 + }, + "7": { + "Dice": 0.9129713423831071, + "FN": 4643, + "FP": 1127, + "IoU": 0.839877896489524, + "TN": 1365821, + "TP": 30265, + "n_pred": 31392, + "n_ref": 34908 + }, + "8": { + "Dice": 0.8894417558448641, + "FN": 16, + "FP": 3228, + "IoU": 0.8008960903455472, + "TN": 1385563, + "TP": 13049, + "n_pred": 16277, + "n_ref": 13065 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7002923976608187, + "FN": 286, + "FP": 124, + "IoU": 0.5388076490438695, + "TN": 1576199, + "TP": 479, + "n_pred": 603, + "n_ref": 765 + }, + "11": { + "Dice": 0.453494771601541, + "FN": 2914, + "FP": 65, + "IoU": 0.29323843416370104, + "TN": 1572873, + "TP": 1236, + "n_pred": 1301, + "n_ref": 4150 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7779529657347161, + "FN": 893, + "FP": 9106, + "IoU": 0.6365982191531891, + "TN": 1549573, + "TP": 17516, + "n_pred": 26622, + "n_ref": 18409 + }, + "14": { + "Dice": 0.22868027005619884, + "FN": 81799, + "FP": 1, + "IoU": 0.12910163320060472, + "TN": 1483162, + "TP": 12126, + "n_pred": 12127, + "n_ref": 93925 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1235, + "IoU": 0.0, + "TN": 1575853, + "TP": 0, + "n_pred": 1235, + "n_ref": 0 + }, + "2": { + "Dice": 0.9539449909656695, + "FN": 1223, + "FP": 2218, + "IoU": 0.9119453400890527, + "TN": 1538010, + "TP": 35637, + "n_pred": 37855, + "n_ref": 36860 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1577086, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": 0.6462026228563194, + "FN": 2273, + "FP": 182, + "IoU": 0.4773259527357888, + "TN": 1572391, + "TP": 2242, + "n_pred": 2424, + "n_ref": 4515 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 1577013, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "6": { + "Dice": 0.9637740641504174, + "FN": 2907, + "FP": 1771, + "IoU": 0.9300810091770544, + "TN": 1510182, + "TP": 62228, + "n_pred": 63999, + "n_ref": 65135 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6074, + "IoU": 0.0, + "TN": 1571014, + "TP": 0, + "n_pred": 6074, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8973039720107018, + "FN": 2897, + "FP": 596, + "IoU": 0.8137364688316536, + "TN": 1558335, + "TP": 15260, + "n_pred": 15856, + "n_ref": 18157 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0119.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": 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": 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": 0.7583333333333333, + "FN": 125, + "FP": 49, + "IoU": 0.610738255033557, + "TN": 1927105, + "TP": 273, + "n_pred": 322, + "n_ref": 398 + }, + "7": { + "Dice": 0.8255887969446213, + "FN": 5, + "FP": 1091, + "IoU": 0.7029810298102981, + "TN": 1923862, + "TP": 2594, + "n_pred": 3685, + "n_ref": 2599 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9106600218791783, + "FN": 608, + "FP": 127, + "IoU": 0.8359741129212229, + "TN": 1747839, + "TP": 3746, + "n_pred": 3873, + "n_ref": 4354 + }, + "10": { + "Dice": 0.5930778845739407, + "FN": 33042, + "FP": 4722, + "IoU": 0.4215427976226947, + "TN": 1687036, + "TP": 27520, + "n_pred": 32242, + "n_ref": 60562 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3273, + "FP": 0, + "IoU": 0.0, + "TN": 1749047, + "TP": 0, + "n_pred": 0, + "n_ref": 3273 + }, + "13": { + "Dice": 0.2540756690249154, + "FN": 265, + "FP": 2160, + "IoU": 0.14552501761804087, + "TN": 1749482, + "TP": 413, + "n_pred": 2573, + "n_ref": 678 + }, + "14": { + "Dice": 0.0, + "FN": 1700, + "FP": 0, + "IoU": 0.0, + "TN": 1750620, + "TP": 0, + "n_pred": 0, + "n_ref": 1700 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4411, + "IoU": 0.0, + "TN": 1747909, + "TP": 0, + "n_pred": 4411, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5676, + "IoU": 0.0, + "TN": 1746644, + "TP": 0, + "n_pred": 5676, + "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": 0.8982845260786692, + "FN": 355, + "FP": 1406, + "IoU": 0.8153507392261717, + "TN": 1742783, + "TP": 7776, + "n_pred": 9182, + "n_ref": 8131 + }, + "7": { + "Dice": 0.7506853759428989, + "FN": 2229, + "FP": 13140, + "IoU": 0.600877762484743, + "TN": 1713813, + "TP": 23138, + "n_pred": 36278, + "n_ref": 25367 + }, + "8": { + "Dice": 0.9331788335264581, + "FN": 1403, + "FP": 327, + "IoU": 0.8747284576393918, + "TN": 1738510, + "TP": 12080, + "n_pred": 12407, + "n_ref": 13483 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 0.7852650494159928, + "FN": 2330, + "FP": 60, + "IoU": 0.6464497041420119, + "TN": 1570328, + "TP": 4370, + "n_pred": 4430, + "n_ref": 6700 + }, + "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": 0.9917700274332419, + "FN": 156, + "FP": 2313, + "IoU": 0.9836744139914703, + "TN": 1425853, + "TP": 148766, + "n_pred": 151079, + "n_ref": 148922 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 1577068, + "TP": 0, + "n_pred": 20, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7954579145542412, + "FN": 4788, + "FP": 2111, + "IoU": 0.6603820025598109, + "TN": 1732006, + "TP": 13415, + "n_pred": 15526, + "n_ref": 18203 + }, + "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": 0.4584245387611223, + "FN": 4739, + "FP": 14312, + "IoU": 0.2973740503061149, + "TN": 1725206, + "TP": 8063, + "n_pred": 22375, + "n_ref": 12802 + }, + "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": 0.9199498117942284, + "FN": 916, + "FP": 360, + "IoU": 0.8517657992565055, + "TN": 1743712, + "TP": 7332, + "n_pred": 7692, + "n_ref": 8248 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 111, + "IoU": 0.0, + "TN": 1752209, + "TP": 0, + "n_pred": 111, + "n_ref": 0 + }, + "4": { + "Dice": 0.11603299856527977, + "FN": 9858, + "FP": 0, + "IoU": 0.06158971918134222, + "TN": 1741815, + "TP": 647, + "n_pred": 647, + "n_ref": 10505 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9187750774412174, + "FN": 6573, + "FP": 1241, + "IoU": 0.8497538840178435, + "TN": 1700312, + "TP": 44194, + "n_pred": 45435, + "n_ref": 50767 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 311, + "IoU": 0.0, + "TN": 1752009, + "TP": 0, + "n_pred": 311, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8673165632740246, + "FN": 4970, + "FP": 869, + "IoU": 0.7657184127111504, + "TN": 1727397, + "TP": 19084, + "n_pred": 19953, + "n_ref": 24054 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0160.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": 0.8672327286761868, + "FN": 2064, + "FP": 0, + "IoU": 0.765587734241908, + "TN": 1568283, + "TP": 6741, + "n_pred": 6741, + "n_ref": 8805 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3183080538346507, + "FN": 19138, + "FP": 8, + "IoU": 0.18927845528455284, + "TN": 1378240, + "TP": 4470, + "n_pred": 4478, + "n_ref": 23608 + }, + "10": { + "Dice": 0.5642031379025598, + "FN": 4151, + "FP": 71, + "IoU": 0.3929547088425593, + "TN": 1394901, + "TP": 2733, + "n_pred": 2804, + "n_ref": 6884 + }, + "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": 0.6663599994424232, + "FN": 7235, + "FP": 16700, + "IoU": 0.4996550787047683, + "TN": 1354019, + "TP": 23902, + "n_pred": 40602, + "n_ref": 31137 + }, + "15": { + "Dice": 0.8207863852819486, + "FN": 2532, + "FP": 4355, + "IoU": 0.6960455468267278, + "TN": 1379198, + "TP": 15771, + "n_pred": 20126, + "n_ref": 18303 + }, + "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": 0.368469616415484, + "FN": 4506, + "FP": 9867, + "IoU": 0.22584293870515998, + "TN": 1383290, + "TP": 4193, + "n_pred": 14060, + "n_ref": 8699 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 22960, + "IoU": 0.0, + "TN": 1378896, + "TP": 0, + "n_pred": 22960, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6090055310145143, + "FN": 9837, + "FP": 11229, + "IoU": 0.4378202391118702, + "TN": 1890080, + "TP": 16406, + "n_pred": 27635, + "n_ref": 26243 + }, + "11": { + "Dice": 0.14232209737827714, + "FN": 1991, + "FP": 70, + "IoU": 0.07661290322580645, + "TN": 1925320, + "TP": 171, + "n_pred": 241, + "n_ref": 2162 + }, + "12": { + "Dice": 0.0, + "FN": 2977, + "FP": 0, + "IoU": 0.0, + "TN": 1924575, + "TP": 0, + "n_pred": 0, + "n_ref": 2977 + }, + "13": { + "Dice": 0.4469480410290903, + "FN": 1731, + "FP": 1558, + "IoU": 0.2877869207449112, + "TN": 1922934, + "TP": 1329, + "n_pred": 2887, + "n_ref": 3060 + }, + "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": 0.9676874090962695, + "FN": 718, + "FP": 926, + "IoU": 0.9373976619321427, + "TN": 1901291, + "TP": 24617, + "n_pred": 25543, + "n_ref": 25335 + }, + "3": { + "Dice": 0.9417746332200068, + "FN": 1070, + "FP": 831, + "IoU": 0.8899565846599131, + "TN": 1910277, + "TP": 15374, + "n_pred": 16205, + "n_ref": 16444 + }, + "4": { + "Dice": 0.0, + "FN": 1709, + "FP": 48, + "IoU": 0.0, + "TN": 1925795, + "TP": 0, + "n_pred": 48, + "n_ref": 1709 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7120896168351948, + "FN": 44623, + "FP": 6600, + "IoU": 0.552903079393897, + "TN": 1812984, + "TP": 63345, + "n_pred": 69945, + "n_ref": 107968 + }, + "7": { + "Dice": 0.13118447817242998, + "FN": 17206, + "FP": 38320, + "IoU": 0.0701965906426873, + "TN": 1867834, + "TP": 4192, + "n_pred": 42512, + "n_ref": 21398 + }, + "8": { + "Dice": 0.958646325408503, + "FN": 938, + "FP": 130, + "IoU": 0.920577080389678, + "TN": 1914105, + "TP": 12379, + "n_pred": 12509, + "n_ref": 13317 + }, + "9": { + "Dice": 0.861072405429117, + "FN": 1838, + "FP": 3546, + "IoU": 0.7560378811908106, + "TN": 1905483, + "TP": 16685, + "n_pred": 20231, + "n_ref": 18523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 0.0, + "FN": 145, + "FP": 0, + "IoU": 0.0, + "TN": 1752175, + "TP": 0, + "n_pred": 0, + "n_ref": 145 + }, + "11": { + "Dice": 0.0, + "FN": 4480, + "FP": 0, + "IoU": 0.0, + "TN": 1747840, + "TP": 0, + "n_pred": 0, + "n_ref": 4480 + }, + "12": { + "Dice": 0.0, + "FN": 321, + "FP": 0, + "IoU": 0.0, + "TN": 1751999, + "TP": 0, + "n_pred": 0, + "n_ref": 321 + }, + "13": { + "Dice": 0.727181260808049, + "FN": 7475, + "FP": 1202, + "IoU": 0.5713156464601551, + "TN": 1732079, + "TP": 11564, + "n_pred": 12766, + "n_ref": 19039 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 8518, + "IoU": 0.0, + "TN": 1743802, + "TP": 0, + "n_pred": 8518, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7452631578947368, + "FN": 20, + "FP": 101, + "IoU": 0.5939597315436241, + "TN": 1752022, + "TP": 177, + "n_pred": 278, + "n_ref": 197 + }, + "3": { + "Dice": 0.9206963249516441, + "FN": 520, + "FP": 136, + "IoU": 0.8530465949820788, + "TN": 1747856, + "TP": 3808, + "n_pred": 3944, + "n_ref": 4328 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.3207326928257161, + "FN": 6379, + "FP": 1186, + "IoU": 0.1909956154421987, + "TN": 1742969, + "TP": 1786, + "n_pred": 2972, + "n_ref": 8165 + }, + "6": { + "Dice": 0.9673708631386541, + "FN": 1673, + "FP": 5753, + "IoU": 0.9368037648820922, + "TN": 1634813, + "TP": 110081, + "n_pred": 115834, + "n_ref": 111754 + }, + "7": { + "Dice": 0.8443970011419493, + "FN": 66, + "FP": 6202, + "IoU": 0.7306981740064447, + "TN": 1729045, + "TP": 17007, + "n_pred": 23209, + "n_ref": 17073 + }, + "8": { + "Dice": 0.9636309582796552, + "FN": 984, + "FP": 484, + "IoU": 0.9298144960795564, + "TN": 1731404, + "TP": 19448, + "n_pred": 19932, + "n_ref": 20432 + }, + "9": { + "Dice": 0.8822311318676477, + "FN": 2538, + "FP": 135, + "IoU": 0.7892786756011037, + "TN": 1739635, + "TP": 10012, + "n_pred": 10147, + "n_ref": 12550 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8399401645474944, + "FN": 390, + "FP": 38, + "IoU": 0.7240490006447453, + "TN": 1750769, + "TP": 1123, + "n_pred": 1161, + "n_ref": 1513 + }, + "10": { + "Dice": 0.0, + "FN": 546, + "FP": 7972, + "IoU": 0.0, + "TN": 1743802, + "TP": 0, + "n_pred": 7972, + "n_ref": 546 + }, + "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": 0.2692157965309918, + "FN": 15846, + "FP": 1049, + "IoU": 0.15554555905433098, + "TN": 1732313, + "TP": 3112, + "n_pred": 4161, + "n_ref": 18958 + }, + "14": { + "Dice": 0.0, + "FN": 3, + "FP": 26529, + "IoU": 0.0, + "TN": 1725788, + "TP": 0, + "n_pred": 26529, + "n_ref": 3 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 1752210, + "TP": 0, + "n_pred": 110, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9392268654846188, + "FN": 319, + "FP": 1621, + "IoU": 0.8854172819089244, + "TN": 1735389, + "TP": 14991, + "n_pred": 16612, + "n_ref": 15310 + }, + "4": { + "Dice": 0.44232488822652755, + "FN": 8853, + "FP": 502, + "IoU": 0.283964791427478, + "TN": 1739255, + "TP": 3710, + "n_pred": 4212, + "n_ref": 12563 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 1752307, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "6": { + "Dice": 0.9551675601209907, + "FN": 1410, + "FP": 6075, + "IoU": 0.9141825269433617, + "TN": 1665100, + "TP": 79735, + "n_pred": 85810, + "n_ref": 81145 + }, + "7": { + "Dice": 0.2809437122260249, + "FN": 87852, + "FP": 10896, + "IoU": 0.16342903616601293, + "TN": 1634281, + "TP": 19291, + "n_pred": 30187, + "n_ref": 107143 + }, + "8": { + "Dice": 0.8499403578528827, + "FN": 33, + "FP": 1854, + "IoU": 0.7390402433964873, + "TN": 1745089, + "TP": 5344, + "n_pred": 7198, + "n_ref": 5377 + }, + "9": { + "Dice": 0.05266138165345413, + "FN": 2017, + "FP": 1329, + "IoU": 0.027042744984006977, + "TN": 1748881, + "TP": 93, + "n_pred": 1422, + "n_ref": 2110 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8767591073405632, + "FN": 5117, + "FP": 4122, + "IoU": 0.7805619552050923, + "TN": 1534985, + "TP": 32864, + "n_pred": 36986, + "n_ref": 37981 + }, + "10": { + "Dice": 0.7573075541330546, + "FN": 4996, + "FP": 2435, + "IoU": 0.6094086727989487, + "TN": 1558063, + "TP": 11594, + "n_pred": 14029, + "n_ref": 16590 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3502, + "FP": 0, + "IoU": 0.0, + "TN": 1573586, + "TP": 0, + "n_pred": 0, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 1577075, + "TP": 0, + "n_pred": 13, + "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": 0.9533001770209897, + "FN": 319, + "FP": 789, + "IoU": 0.9107674961745993, + "TN": 1564671, + "TP": 11309, + "n_pred": 12098, + "n_ref": 11628 + }, + "3": { + "Dice": 0.9544624637525507, + "FN": 1019, + "FP": 1525, + "IoU": 0.9128916281458654, + "TN": 1547883, + "TP": 26661, + "n_pred": 28186, + "n_ref": 27680 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 1577058, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 76, + "IoU": 0.0, + "TN": 1577012, + "TP": 0, + "n_pred": 76, + "n_ref": 0 + }, + "6": { + "Dice": 0.9364076416322807, + "FN": 8435, + "FP": 14713, + "IoU": 0.8804196779576086, + "TN": 1383511, + "TP": 170429, + "n_pred": 185142, + "n_ref": 178864 + }, + "7": { + "Dice": 0.8363452290559352, + "FN": 1833, + "FP": 1400, + "IoU": 0.7187228119018618, + "TN": 1565594, + "TP": 8261, + "n_pred": 9661, + "n_ref": 10094 + }, + "8": { + "Dice": 0.9714964370546318, + "FN": 500, + "FP": 340, + "IoU": 0.9445727482678984, + "TN": 1561933, + "TP": 14315, + "n_pred": 14655, + "n_ref": 14815 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1419, + "IoU": 0.0, + "TN": 2101365, + "TP": 0, + "n_pred": 1419, + "n_ref": 0 + }, + "10": { + "Dice": 0.040410881589344166, + "FN": 11910, + "FP": 5092, + "IoU": 0.020622119815668204, + "TN": 2085424, + "TP": 358, + "n_pred": 5450, + "n_ref": 12268 + }, + "11": { + "Dice": 0.0, + "FN": 498, + "FP": 0, + "IoU": 0.0, + "TN": 2102286, + "TP": 0, + "n_pred": 0, + "n_ref": 498 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.16529709228824274, + "FN": 4394, + "FP": 888, + "IoU": 0.0900947459086994, + "TN": 2096979, + "TP": 523, + "n_pred": 1411, + "n_ref": 4917 + }, + "14": { + "Dice": 0.576939881867465, + "FN": 25101, + "FP": 1042, + "IoU": 0.4054220018649503, + "TN": 2058815, + "TP": 17826, + "n_pred": 18868, + "n_ref": 42927 + }, + "15": { + "Dice": 0.5324675324675324, + "FN": 2928, + "FP": 14352, + "IoU": 0.36283185840707965, + "TN": 2075664, + "TP": 9840, + "n_pred": 24192, + "n_ref": 12768 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 588, + "IoU": 0.0, + "TN": 2102196, + "TP": 0, + "n_pred": 588, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 3721, + "FP": 0, + "IoU": 0.0, + "TN": 2099063, + "TP": 0, + "n_pred": 0, + "n_ref": 3721 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3082638928371026, + "FN": 278960, + "FP": 877, + "IoU": 0.18221748151611677, + "TN": 1760594, + "TP": 62353, + "n_pred": 63230, + "n_ref": 341313 + }, + "7": { + "Dice": 0.019299932343410604, + "FN": 15559, + "FP": 39523, + "IoU": 0.00974399539767007, + "TN": 2047160, + "TP": 542, + "n_pred": 40065, + "n_ref": 16101 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.20831539984505465, + "FN": 1883, + "FP": 7314, + "IoU": 0.11626789660805227, + "TN": 2092377, + "TP": 1210, + "n_pred": 8524, + "n_ref": 3093 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9159721216884165, + "FN": 993, + "FP": 7133, + "IoU": 0.8449710012210012, + "TN": 1875136, + "TP": 44290, + "n_pred": 51423, + "n_ref": 45283 + }, + "10": { + "Dice": 0.39511494252873564, + "FN": 650, + "FP": 192, + "IoU": 0.24619516562220234, + "TN": 1926435, + "TP": 275, + "n_pred": 467, + "n_ref": 925 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 428, + "FP": 0, + "IoU": 0.0, + "TN": 1927124, + "TP": 0, + "n_pred": 0, + "n_ref": 428 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8435070339619577, + "FN": 7454, + "FP": 255, + "IoU": 0.7293663331578023, + "TN": 1899067, + "TP": 20776, + "n_pred": 21031, + "n_ref": 28230 + }, + "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": 0.8558415066923744, + "FN": 4401, + "FP": 758, + "IoU": 0.7480095735847213, + "TN": 1907079, + "TP": 15314, + "n_pred": 16072, + "n_ref": 19715 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5146513115802943, + "FN": 2049, + "FP": 1744, + "IoU": 0.34648518263266714, + "TN": 1921748, + "TP": 2011, + "n_pred": 3755, + "n_ref": 4060 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1871, + "IoU": 0.0, + "TN": 1925681, + "TP": 0, + "n_pred": 1871, + "n_ref": 0 + }, + "7": { + "Dice": 0.7719961623116429, + "FN": 24228, + "FP": 12, + "IoU": 0.6286594053035526, + "TN": 1862275, + "TP": 41037, + "n_pred": 41049, + "n_ref": 65265 + }, + "8": { + "Dice": 0.7754444650932293, + "FN": 2062, + "FP": 8813, + "IoU": 0.6332456495346014, + "TN": 1897900, + "TP": 18777, + "n_pred": 27590, + "n_ref": 20839 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7296760179322457, + "FN": 3063, + "FP": 2786, + "IoU": 0.5744015134977807, + "TN": 1738577, + "TP": 7894, + "n_pred": 10680, + "n_ref": 10957 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 4965, + "FP": 0, + "IoU": 0.0, + "TN": 1747355, + "TP": 0, + "n_pred": 0, + "n_ref": 4965 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2642, + "IoU": 0.0, + "TN": 1749678, + "TP": 0, + "n_pred": 2642, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 20600, + "IoU": 0.0, + "TN": 1731720, + "TP": 0, + "n_pred": 20600, + "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": 0.9486276236606488, + "FN": 127, + "FP": 573, + "IoU": 0.9022755828563451, + "TN": 1745157, + "TP": 6463, + "n_pred": 7036, + "n_ref": 6590 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 192, + "IoU": 0.0, + "TN": 1752128, + "TP": 0, + "n_pred": 192, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 117, + "IoU": 0.0, + "TN": 1752203, + "TP": 0, + "n_pred": 117, + "n_ref": 0 + }, + "7": { + "Dice": 0.7198036944309505, + "FN": 4053, + "FP": 18442, + "IoU": 0.5622604059234466, + "TN": 1700931, + "TP": 28894, + "n_pred": 47336, + "n_ref": 32947 + }, + "8": { + "Dice": 0.9709181313598519, + "FN": 563, + "FP": 443, + "IoU": 0.9434799707848756, + "TN": 1734521, + "TP": 16793, + "n_pred": 17236, + "n_ref": 17356 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1178, + "IoU": 0.0, + "TN": 1751142, + "TP": 0, + "n_pred": 1178, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 807, + "IoU": 0.0, + "TN": 1576281, + "TP": 0, + "n_pred": 807, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 391, + "IoU": 0.0, + "TN": 1576697, + "TP": 0, + "n_pred": 391, + "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": 0.1443564721045848, + "FN": 4647, + "FP": 0, + "IoU": 0.07779321293907521, + "TN": 1572049, + "TP": 392, + "n_pred": 392, + "n_ref": 5039 + }, + "14": { + "Dice": 0.7884820129128044, + "FN": 7044, + "FP": 14611, + "IoU": 0.6508215489301321, + "TN": 1515071, + "TP": 40362, + "n_pred": 54973, + "n_ref": 47406 + }, + "15": { + "Dice": 0.5402261712439418, + "FN": 3304, + "FP": 965, + "IoU": 0.3700752545374059, + "TN": 1570311, + "TP": 2508, + "n_pred": 3473, + "n_ref": 5812 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.3257243195785777, + "FN": 1536, + "FP": 0, + "IoU": 0.1945464079706345, + "TN": 1575181, + "TP": 371, + "n_pred": 371, + "n_ref": 1907 + }, + "4": { + "Dice": 0.6779570114278641, + "FN": 14823, + "FP": 789, + "IoU": 0.5128101107817132, + "TN": 1545043, + "TP": 16433, + "n_pred": 17222, + "n_ref": 31256 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9243210362471822, + "FN": 2734, + "FP": 12071, + "IoU": 0.8592907990153682, + "TN": 1471871, + "TP": 90412, + "n_pred": 102483, + "n_ref": 93146 + }, + "7": { + "Dice": 0.7668381844712387, + "FN": 505, + "FP": 5567, + "IoU": 0.621847169458803, + "TN": 1561031, + "TP": 9985, + "n_pred": 15552, + "n_ref": 10490 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 1577080, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "10": { + "Dice": 0.7185136707388017, + "FN": 6349, + "FP": 1393, + "IoU": 0.560687737615616, + "TN": 1559465, + "TP": 9881, + "n_pred": 11274, + "n_ref": 16230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 208, + "FP": 0, + "IoU": 0.0, + "TN": 1576880, + "TP": 0, + "n_pred": 0, + "n_ref": 208 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 206, + "IoU": 0.0, + "TN": 1576882, + "TP": 0, + "n_pred": 206, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 1577067, + "TP": 0, + "n_pred": 21, + "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": 0.8457600712219008, + "FN": 513, + "FP": 180, + "IoU": 0.732741997686078, + "TN": 1574495, + "TP": 1900, + "n_pred": 2080, + "n_ref": 2413 + }, + "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": 0.9556281147963568, + "FN": 3103, + "FP": 770, + "IoU": 0.9150266570130982, + "TN": 1531509, + "TP": 41706, + "n_pred": 42476, + "n_ref": 44809 + }, + "7": { + "Dice": 0.7467196016418814, + "FN": 23540, + "FP": 21628, + "IoU": 0.5958120805369127, + "TN": 1465338, + "TP": 66582, + "n_pred": 88210, + "n_ref": 90122 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0358.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": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 1752309, + "TP": 0, + "n_pred": 11, + "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": 0.0, + "FN": 1748, + "FP": 0, + "IoU": 0.0, + "TN": 1750572, + "TP": 0, + "n_pred": 0, + "n_ref": 1748 + }, + "15": { + "Dice": 0.2054178145087236, + "FN": 17128, + "FP": 178, + "IoU": 0.11446553753262037, + "TN": 1732777, + "TP": 2237, + "n_pred": 2415, + "n_ref": 19365 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4091, + "IoU": 0.0, + "TN": 1748229, + "TP": 0, + "n_pred": 4091, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.820952380952381, + "FN": 751, + "FP": 3573, + "IoU": 0.6962843295638126, + "TN": 1738083, + "TP": 9913, + "n_pred": 13486, + "n_ref": 10664 + }, + "6": { + "Dice": 0.6401335350268635, + "FN": 6390, + "FP": 509, + "IoU": 0.47073264288454164, + "TN": 1739285, + "TP": 6136, + "n_pred": 6645, + "n_ref": 12526 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 67977, + "IoU": 0.0, + "TN": 1684343, + "TP": 0, + "n_pred": 67977, + "n_ref": 0 + }, + "8": { + "Dice": 0.947589008874158, + "FN": 2213, + "FP": 238, + "IoU": 0.900398244473342, + "TN": 1727712, + "TP": 22157, + "n_pred": 22395, + "n_ref": 24370 + }, + "9": { + "Dice": 0.8623712701346713, + "FN": 941, + "FP": 4271, + "IoU": 0.7580428020983241, + "TN": 1730779, + "TP": 16329, + "n_pred": 20600, + "n_ref": 17270 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 0.41050756901157615, + "FN": 20531, + "FP": 653, + "IoU": 0.2582633053221289, + "TN": 1898992, + "TP": 7376, + "n_pred": 8029, + "n_ref": 27907 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2958, + "FP": 0, + "IoU": 0.0, + "TN": 1924594, + "TP": 0, + "n_pred": 0, + "n_ref": 2958 + }, + "13": { + "Dice": 0.0, + "FN": 1679, + "FP": 0, + "IoU": 0.0, + "TN": 1925873, + "TP": 0, + "n_pred": 0, + "n_ref": 1679 + }, + "14": { + "Dice": 0.5719882468168462, + "FN": 80, + "FP": 15652, + "IoU": 0.40054869684499317, + "TN": 1901308, + "TP": 10512, + "n_pred": 26164, + "n_ref": 10592 + }, + "15": { + "Dice": 0.16995800939591735, + "FN": 17860, + "FP": 2105, + "IoU": 0.09287109818710527, + "TN": 1905543, + "TP": 2044, + "n_pred": 4149, + "n_ref": 19904 + }, + "2": { + "Dice": 0.8853161843515541, + "FN": 15, + "FP": 92, + "IoU": 0.7942307692307692, + "TN": 1927032, + "TP": 413, + "n_pred": 505, + "n_ref": 428 + }, + "3": { + "Dice": 0.9717514124293786, + "FN": 375, + "FP": 460, + "IoU": 0.945054945054945, + "TN": 1912355, + "TP": 14362, + "n_pred": 14822, + "n_ref": 14737 + }, + "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": 0.05172413793103448, + "FN": 48, + "FP": 5122, + "IoU": 0.02654867256637168, + "TN": 1922241, + "TP": 141, + "n_pred": 5263, + "n_ref": 189 + }, + "7": { + "Dice": 0.5106106820689208, + "FN": 10441, + "FP": 12182, + "IoU": 0.3428322440087146, + "TN": 1893127, + "TP": 11802, + "n_pred": 23984, + "n_ref": 22243 + }, + "8": { + "Dice": 0.9078694817658349, + "FN": 978, + "FP": 78, + "IoU": 0.8312829525483304, + "TN": 1921293, + "TP": 5203, + "n_pred": 5281, + "n_ref": 6181 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8400492697518916, + "FN": 5341, + "FP": 1931, + "IoU": 0.7242111650485437, + "TN": 1901184, + "TP": 19096, + "n_pred": 21027, + "n_ref": 24437 + }, + "10": { + "Dice": 0.0, + "FN": 614, + "FP": 13432, + "IoU": 0.0, + "TN": 1913506, + "TP": 0, + "n_pred": 13432, + "n_ref": 614 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1290, + "FP": 0, + "IoU": 0.0, + "TN": 1926262, + "TP": 0, + "n_pred": 0, + "n_ref": 1290 + }, + "13": { + "Dice": 0.4184547885103174, + "FN": 6770, + "FP": 1713, + "IoU": 0.2645860424794105, + "TN": 1916017, + "TP": 3052, + "n_pred": 4765, + "n_ref": 9822 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1169, + "IoU": 0.0, + "TN": 1926383, + "TP": 0, + "n_pred": 1169, + "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": 0.9548226385013949, + "FN": 1598, + "FP": 2936, + "IoU": 0.9135508227353328, + "TN": 1875105, + "TP": 47913, + "n_pred": 50849, + "n_ref": 49511 + }, + "4": { + "Dice": 0.06468446992880843, + "FN": 29035, + "FP": 0, + "IoU": 0.03342321648523586, + "TN": 1897513, + "TP": 1004, + "n_pred": 1004, + "n_ref": 30039 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8808884797695117, + "FN": 17396, + "FP": 2531, + "IoU": 0.7871319916250054, + "TN": 1833940, + "TP": 73685, + "n_pred": 76216, + "n_ref": 91081 + }, + "7": { + "Dice": 0.398145285935085, + "FN": 2973, + "FP": 39861, + "IoU": 0.24855268236202238, + "TN": 1870550, + "TP": 14168, + "n_pred": 54029, + "n_ref": 17141 + }, + "8": { + "Dice": 0.6589271207316754, + "FN": 12898, + "FP": 117, + "IoU": 0.4913432602493454, + "TN": 1901965, + "TP": 12572, + "n_pred": 12689, + "n_ref": 25470 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 54, + "IoU": 0.0, + "TN": 1927498, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 2102782, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1657, + "FP": 0, + "IoU": 0.0, + "TN": 2101127, + "TP": 0, + "n_pred": 0, + "n_ref": 1657 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 2102775, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 2102762, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.9208577993362267, + "FN": 1139, + "FP": 101, + "IoU": 0.8533238703572273, + "TN": 2094330, + "TP": 7214, + "n_pred": 7315, + "n_ref": 8353 + }, + "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": 0.3358149552839818, + "FN": 14185, + "FP": 0, + "IoU": 0.20178943222103427, + "TN": 2085013, + "TP": 3586, + "n_pred": 3586, + "n_ref": 17771 + }, + "5": { + "Dice": 0.2, + "FN": 20, + "FP": 36, + "IoU": 0.1111111111111111, + "TN": 2102721, + "TP": 7, + "n_pred": 43, + "n_ref": 27 + }, + "6": { + "Dice": 0.8922826081452638, + "FN": 11250, + "FP": 10023, + "IoU": 0.8055146689095912, + "TN": 1993403, + "TP": 88108, + "n_pred": 98131, + "n_ref": 99358 + }, + "7": { + "Dice": 0.0, + "FN": 49, + "FP": 16270, + "IoU": 0.0, + "TN": 2086465, + "TP": 0, + "n_pred": 16270, + "n_ref": 49 + }, + "8": { + "Dice": 0.864516129032258, + "FN": 94, + "FP": 11, + "IoU": 0.7613636363636364, + "TN": 2102344, + "TP": 335, + "n_pred": 346, + "n_ref": 429 + }, + "9": { + "Dice": 0.7305114969497888, + "FN": 8496, + "FP": 5861, + "IoU": 0.5754376626449018, + "TN": 2068968, + "TP": 19459, + "n_pred": 25320, + "n_ref": 27955 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.5568988894356848, + "FN": 1635.908888888889, + "FP": 1137.1266666666668, + "IoU": 0.4789968895457009, + "TN": 1705858.8422222226, + "TP": 8641.722222222223, + "n_pred": 9778.84888888889, + "n_ref": 10277.631111111115 + }, + "mean": { + "1": { + "Dice": 0.6763216962331203, + "FN": 653.6, + "FP": 1003.8666666666667, + "IoU": 0.6163576605844596, + "TN": 1704161.5666666667, + "TP": 11454.566666666668, + "n_pred": 12458.433333333332, + "n_ref": 12108.166666666666 + }, + "10": { + "Dice": 0.43049744807774704, + "FN": 1485.5333333333333, + "FP": 1842.7333333333333, + "IoU": 0.34219887522986575, + "TN": 1710244.5333333334, + "TP": 3700.8, + "n_pred": 5543.533333333334, + "n_ref": 5186.333333333333 + }, + "11": { + "Dice": 0.4433126220077281, + "FN": 93.36666666666666, + "FP": 102.93333333333334, + "IoU": 0.33677657114232007, + "TN": 1716870.6, + "TP": 206.7, + "n_pred": 309.6333333333333, + "n_ref": 300.06666666666666 + }, + "12": { + "Dice": 0.2788365329003786, + "FN": 330.3, + "FP": 143.03333333333333, + "IoU": 0.1935276095330015, + "TN": 1716520.1, + "TP": 280.1666666666667, + "n_pred": 423.2, + "n_ref": 610.4666666666667 + }, + "13": { + "Dice": 0.39596399097780627, + "FN": 2429.133333333333, + "FP": 2831.733333333333, + "IoU": 0.30029212029266, + "TN": 1707197.1666666667, + "TP": 4815.566666666667, + "n_pred": 7647.3, + "n_ref": 7244.7 + }, + "14": { + "Dice": 0.529106477905317, + "FN": 1246.1666666666667, + "FP": 499.06666666666666, + "IoU": 0.4699480645349245, + "TN": 1710219.4666666666, + "TP": 5308.9, + "n_pred": 5807.966666666666, + "n_ref": 6555.066666666667 + }, + "15": { + "Dice": 0.3508561518107657, + "FN": 488.4, + "FP": 907.9666666666667, + "IoU": 0.28164741944058536, + "TN": 1714647.8, + "TP": 1229.4333333333334, + "n_pred": 2137.4, + "n_ref": 1717.8333333333333 + }, + "2": { + "Dice": 0.514711507387356, + "FN": 297.2, + "FP": 1025.7, + "IoU": 0.47910008847874147, + "TN": 1710822.4333333333, + "TP": 5128.266666666666, + "n_pred": 6153.966666666666, + "n_ref": 5425.466666666666 + }, + "3": { + "Dice": 0.725966266162905, + "FN": 1434.4666666666667, + "FP": 984.8666666666667, + "IoU": 0.6495972960728713, + "TN": 1704388.7, + "TP": 10465.566666666668, + "n_pred": 11450.433333333332, + "n_ref": 11900.033333333333 + }, + "4": { + "Dice": 0.7314409108544501, + "FN": 1184.3333333333333, + "FP": 421.8666666666667, + "IoU": 0.6132006351397651, + "TN": 1711755.7, + "TP": 3911.7, + "n_pred": 4333.566666666667, + "n_ref": 5096.033333333334 + }, + "5": { + "Dice": 0.4373953711962044, + "FN": 310.8333333333333, + "FP": 316.56666666666666, + "IoU": 0.34727675695812776, + "TN": 1715731.2333333334, + "TP": 914.9666666666667, + "n_pred": 1231.5333333333333, + "n_ref": 1225.8 + }, + "6": { + "Dice": 0.7598898026901785, + "FN": 2268.633333333333, + "FP": 2104.133333333333, + "IoU": 0.7093567912803781, + "TN": 1659649.1, + "TP": 53251.73333333333, + "n_pred": 55355.86666666667, + "n_ref": 55520.36666666667 + }, + "7": { + "Dice": 0.5950204473903379, + "FN": 11071.2, + "FP": 3035.4, + "IoU": 0.5058487421470904, + "TN": 1689588.2666666666, + "TP": 13578.733333333334, + "n_pred": 16614.133333333335, + "n_ref": 24649.933333333334 + }, + "8": { + "Dice": 0.7697959676873134, + "FN": 789.0333333333333, + "FP": 1000.9666666666667, + "IoU": 0.7096610574392993, + "TN": 1705457.1666666667, + "TP": 10026.433333333332, + "n_pred": 11027.4, + "n_ref": 10815.466666666667 + }, + "9": { + "Dice": 0.7143681482536637, + "FN": 456.43333333333334, + "FP": 836.0666666666667, + "IoU": 0.630163654911423, + "TN": 1710628.8, + "TP": 5352.3, + "n_pred": 6188.366666666667, + "n_ref": 5808.733333333334 + } + }, + "metric_per_case": [ + { + "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": 0.698943661971831, + "FN": 161, + "FP": 181, + "IoU": 0.5372124492557511, + "TN": 1576349, + "TP": 397, + "n_pred": 578, + "n_ref": 558 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 1577063, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 30, + "FP": 0, + "IoU": 0.0, + "TN": 1577058, + "TP": 0, + "n_pred": 0, + "n_ref": 30 + }, + "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": 0.8382978723404255, + "FN": 272, + "FP": 488, + "IoU": 0.7216117216117216, + "TN": 1574358, + "TP": 1970, + "n_pred": 2458, + "n_ref": 2242 + }, + "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": 42, + "FP": 0, + "IoU": 0.0, + "TN": 1577046, + "TP": 0, + "n_pred": 0, + "n_ref": 42 + }, + "6": { + "Dice": 0.972509289417801, + "FN": 9770, + "FP": 4975, + "IoU": 0.9464896172800975, + "TN": 1301534, + "TP": 260809, + "n_pred": 265784, + "n_ref": 270579 + }, + "7": { + "Dice": 0.5454545454545454, + "FN": 60, + "FP": 0, + "IoU": 0.375, + "TN": 1576992, + "TP": 36, + "n_pred": 36, + "n_ref": 96 + }, + "8": { + "Dice": 0.9462041226747109, + "FN": 1977, + "FP": 270, + "IoU": 0.8979007633587787, + "TN": 1555080, + "TP": 19761, + "n_pred": 20031, + "n_ref": 21738 + }, + "9": { + "Dice": 0.8852973705804702, + "FN": 650, + "FP": 2565, + "IoU": 0.7942004864934067, + "TN": 1561466, + "TP": 12407, + "n_pred": 14972, + "n_ref": 13057 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9695618284609236, + "FN": 579, + "FP": 2506, + "IoU": 0.940921886669603, + "TN": 1700101, + "TP": 49134, + "n_pred": 51640, + "n_ref": 49713 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 466, + "IoU": 0.0, + "TN": 1751854, + "TP": 0, + "n_pred": 466, + "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": 0.0, + "FN": 0, + "FP": 4194, + "IoU": 0.0, + "TN": 1748126, + "TP": 0, + "n_pred": 4194, + "n_ref": 0 + }, + "14": { + "Dice": 0.9103999448827035, + "FN": 1157, + "FP": 1444, + "IoU": 0.8355358836547582, + "TN": 1736505, + "TP": 13214, + "n_pred": 14658, + "n_ref": 14371 + }, + "15": { + "Dice": 0.6549668129148386, + "FN": 125, + "FP": 6009, + "IoU": 0.48695215791234525, + "TN": 1740364, + "TP": 5822, + "n_pred": 11831, + "n_ref": 5947 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.941227296455637, + "FN": 2118, + "FP": 1147, + "IoU": 0.8889795640790235, + "TN": 1722911, + "TP": 26144, + "n_pred": 27291, + "n_ref": 28262 + }, + "8": { + "Dice": 0.6808888888888889, + "FN": 56, + "FP": 1380, + "IoU": 0.5161725067385444, + "TN": 1749352, + "TP": 1532, + "n_pred": 2912, + "n_ref": 1588 + }, + "9": { + "Dice": 0.774293059125964, + "FN": 282, + "FP": 157, + "IoU": 0.6317114093959731, + "TN": 1751128, + "TP": 753, + "n_pred": 910, + "n_ref": 1035 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9215916450777202, + "FN": 677, + "FP": 3197, + "IoU": 0.8545850380991704, + "TN": 1725679, + "TP": 22767, + "n_pred": 25964, + "n_ref": 23444 + }, + "10": { + "Dice": 0.40216056960471397, + "FN": 7839, + "FP": 1901, + "IoU": 0.2516902274124155, + "TN": 1739304, + "TP": 3276, + "n_pred": 5177, + "n_ref": 11115 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1752318, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "12": { + "Dice": 0.3331321665660833, + "FN": 2159, + "FP": 51, + "IoU": 0.1998551774076756, + "TN": 1749558, + "TP": 552, + "n_pred": 603, + "n_ref": 2711 + }, + "13": { + "Dice": 0.621542162234398, + "FN": 6708, + "FP": 4620, + "IoU": 0.4508967523024721, + "TN": 1731690, + "TP": 9302, + "n_pred": 13922, + "n_ref": 16010 + }, + "14": { + "Dice": 0.9169359437369321, + "FN": 2060, + "FP": 562, + "IoU": 0.8466128466128466, + "TN": 1735226, + "TP": 14472, + "n_pred": 15034, + "n_ref": 16532 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3231, + "IoU": 0.0, + "TN": 1749089, + "TP": 0, + "n_pred": 3231, + "n_ref": 0 + }, + "2": { + "Dice": 0.9412745398251166, + "FN": 3030, + "FP": 3874, + "IoU": 0.8890638557701578, + "TN": 1690086, + "TP": 55330, + "n_pred": 59204, + "n_ref": 58360 + }, + "3": { + "Dice": 0.9514888034913934, + "FN": 2687, + "FP": 3082, + "IoU": 0.9074665169620659, + "TN": 1689975, + "TP": 56576, + "n_pred": 59658, + "n_ref": 59263 + }, + "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": 0.790519877675841, + "FN": 121, + "FP": 153, + "IoU": 0.6536030341340076, + "TN": 1751529, + "TP": 517, + "n_pred": 670, + "n_ref": 638 + }, + "7": { + "Dice": 0.9560519057738391, + "FN": 1006, + "FP": 938, + "IoU": 0.9158040625406038, + "TN": 1729231, + "TP": 21145, + "n_pred": 22083, + "n_ref": 22151 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1752318, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "9": { + "Dice": 0.8217126813289658, + "FN": 215, + "FP": 547, + "IoU": 0.6973788721207307, + "TN": 1749802, + "TP": 1756, + "n_pred": 2303, + "n_ref": 1971 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 598, + "IoU": 0.0, + "TN": 1576490, + "TP": 0, + "n_pred": 598, + "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": 0.32789991180217554, + "FN": 2951, + "FP": 17624, + "IoU": 0.19610064858951318, + "TN": 1551494, + "TP": 5019, + "n_pred": 22643, + "n_ref": 7970 + }, + "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": 0.0, + "FN": 0, + "FP": 1186, + "IoU": 0.0, + "TN": 1575902, + "TP": 0, + "n_pred": 1186, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 145, + "IoU": 0.0, + "TN": 1576943, + "TP": 0, + "n_pred": 145, + "n_ref": 0 + }, + "8": { + "Dice": 0.8094001001024859, + "FN": 840, + "FP": 7157, + "IoU": 0.6798254394042519, + "TN": 1552111, + "TP": 16980, + "n_pred": 24137, + "n_ref": 17820 + }, + "9": { + "Dice": 0.051055473735886106, + "FN": 132, + "FP": 1801, + "IoU": 0.02619647355163728, + "TN": 1575103, + "TP": 52, + "n_pred": 1853, + "n_ref": 184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9512327721083494, + "FN": 10115, + "FP": 1636, + "IoU": 0.9070008547279116, + "TN": 1801196, + "TP": 114605, + "n_pred": 116241, + "n_ref": 124720 + }, + "10": { + "Dice": 0.5095135011963086, + "FN": 2309, + "FP": 10606, + "IoU": 0.34184375477755696, + "TN": 1907929, + "TP": 6708, + "n_pred": 17314, + "n_ref": 9017 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4070390206579954, + "FN": 761, + "FP": 14, + "IoU": 0.25552353506243997, + "TN": 1926511, + "TP": 266, + "n_pred": 280, + "n_ref": 1027 + }, + "13": { + "Dice": 0.6831349651920053, + "FN": 9787, + "FP": 4323, + "IoU": 0.5187585266030014, + "TN": 1898232, + "TP": 15210, + "n_pred": 19533, + "n_ref": 24997 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 466, + "IoU": 0.0, + "TN": 1927086, + "TP": 0, + "n_pred": 466, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 687, + "IoU": 0.0, + "TN": 1926865, + "TP": 0, + "n_pred": 687, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8825664837484171, + "FN": 1343, + "FP": 1439, + "IoU": 0.7898156542762164, + "TN": 1914316, + "TP": 10454, + "n_pred": 11893, + "n_ref": 11797 + }, + "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": 0.8991020931724097, + "FN": 6735, + "FP": 187, + "IoU": 0.8166988851521331, + "TN": 1889789, + "TP": 30841, + "n_pred": 31028, + "n_ref": 37576 + }, + "8": { + "Dice": 0.9334691470540932, + "FN": 721, + "FP": 520, + "IoU": 0.8752387654569217, + "TN": 1917605, + "TP": 8706, + "n_pred": 9226, + "n_ref": 9427 + }, + "9": { + "Dice": 0.9098668705013058, + "FN": 787, + "FP": 2043, + "IoU": 0.8346383078181606, + "TN": 1910438, + "TP": 14284, + "n_pred": 16327, + "n_ref": 15071 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0048.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": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1752316, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 287, + "IoU": 0.0, + "TN": 1752033, + "TP": 0, + "n_pred": 287, + "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": 0.9367910857942338, + "FN": 619, + "FP": 646, + "IoU": 0.8810978475420622, + "TN": 1741681, + "TP": 9374, + "n_pred": 10020, + "n_ref": 9993 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.39043862510750615, + "FN": 94335, + "FP": 8434, + "IoU": 0.24257454931383676, + "TN": 1616638, + "TP": 32913, + "n_pred": 41347, + "n_ref": 127248 + }, + "8": { + "Dice": 0.8783783783783784, + "FN": 169, + "FP": 731, + "IoU": 0.7831325301204819, + "TN": 1748170, + "TP": 3250, + "n_pred": 3981, + "n_ref": 3419 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0050.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": 2975, + "FP": 0, + "IoU": 0.0, + "TN": 1398881, + "TP": 0, + "n_pred": 0, + "n_ref": 2975 + }, + "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": 0.34364165857717377, + "FN": 4599, + "FP": 134, + "IoU": 0.20746818486269256, + "TN": 1395884, + "TP": 1239, + "n_pred": 1373, + "n_ref": 5838 + }, + "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": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1401852, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "6": { + "Dice": 0.938230052636149, + "FN": 3191, + "FP": 11748, + "IoU": 0.8836472109288596, + "TN": 1273462, + "TP": 113455, + "n_pred": 125203, + "n_ref": 116646 + }, + "7": { + "Dice": 0.7237371994016799, + "FN": 5757, + "FP": 1446, + "IoU": 0.5670753696357735, + "TN": 1385218, + "TP": 9435, + "n_pred": 10881, + "n_ref": 15192 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2957, + "IoU": 0.0, + "TN": 1398899, + "TP": 0, + "n_pred": 2957, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 0.0, + "FN": 0, + "FP": 895, + "IoU": 0.0, + "TN": 1576193, + "TP": 0, + "n_pred": 895, + "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": 0.8748623853211009, + "FN": 15, + "FP": 326, + "IoU": 0.7775603392041748, + "TN": 1575555, + "TP": 1192, + "n_pred": 1518, + "n_ref": 1207 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6293206197854588, + "FN": 310, + "FP": 1, + "IoU": 0.4591304347826087, + "TN": 1751745, + "TP": 264, + "n_pred": 265, + "n_ref": 574 + }, + "10": { + "Dice": 0.785765636232926, + "FN": 410, + "FP": 186, + "IoU": 0.6471284783895797, + "TN": 1750631, + "TP": 1093, + "n_pred": 1279, + "n_ref": 1503 + }, + "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": 0.739203036053131, + "FN": 4366, + "FP": 2506, + "IoU": 0.5862982361086028, + "TN": 1735709, + "TP": 9739, + "n_pred": 12245, + "n_ref": 14105 + }, + "14": { + "Dice": 0.8062701953286597, + "FN": 16786, + "FP": 541, + "IoU": 0.6754210141805443, + "TN": 1698937, + "TP": 36056, + "n_pred": 36597, + "n_ref": 52842 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 1752226, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8213256484149856, + "FN": 113, + "FP": 11, + "IoU": 0.6968215158924206, + "TN": 1751911, + "TP": 285, + "n_pred": 296, + "n_ref": 398 + }, + "4": { + "Dice": 0.8816174514498537, + "FN": 967, + "FP": 4373, + "IoU": 0.7882968601332064, + "TN": 1727096, + "TP": 19884, + "n_pred": 24257, + "n_ref": 20851 + }, + "5": { + "Dice": 0.756729523535339, + "FN": 177, + "FP": 3203, + "IoU": 0.608660414495774, + "TN": 1743683, + "TP": 5257, + "n_pred": 8460, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9480742401776389, + "FN": 6301, + "FP": 808, + "IoU": 0.9012748583490723, + "TN": 1680312, + "TP": 64899, + "n_pred": 65707, + "n_ref": 71200 + }, + "7": { + "Dice": 0.8808586587125009, + "FN": 3317, + "FP": 6429, + "IoU": 0.7870843710403286, + "TN": 1706546, + "TP": 36028, + "n_pred": 42457, + "n_ref": 39345 + }, + "8": { + "Dice": 0.9506559458315701, + "FN": 1990, + "FP": 1508, + "IoU": 0.9059525729956445, + "TN": 1715126, + "TP": 33696, + "n_pred": 35204, + "n_ref": 35686 + }, + "9": { + "Dice": 0.7202554491184229, + "FN": 637, + "FP": 1378, + "IoU": 0.5628118897808635, + "TN": 1747711, + "TP": 2594, + "n_pred": 3972, + "n_ref": 3231 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 0.7612403100775194, + "FN": 2339, + "FP": 1357, + "IoU": 0.6145181476846058, + "TN": 1567500, + "TP": 5892, + "n_pred": 7249, + "n_ref": 8231 + }, + "11": { + "Dice": 0.6984894259818731, + "FN": 243, + "FP": 1753, + "IoU": 0.5366759517177344, + "TN": 1572780, + "TP": 2312, + "n_pred": 4065, + "n_ref": 2555 + }, + "12": { + "Dice": 0.7164429530201343, + "FN": 868, + "FP": 822, + "IoU": 0.5581699346405229, + "TN": 1573263, + "TP": 2135, + "n_pred": 2957, + "n_ref": 3003 + }, + "13": { + "Dice": 0.7190259103237348, + "FN": 2528, + "FP": 2341, + "IoU": 0.5613118298945851, + "TN": 1565989, + "TP": 6230, + "n_pred": 8571, + "n_ref": 8758 + }, + "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": 0.9569118927719511, + "FN": 931, + "FP": 1345, + "IoU": 0.9173835710915097, + "TN": 1549539, + "TP": 25273, + "n_pred": 26618, + "n_ref": 26204 + }, + "3": { + "Dice": 0.9249237233031561, + "FN": 836, + "FP": 2166, + "IoU": 0.8603331162184795, + "TN": 1555594, + "TP": 18492, + "n_pred": 20658, + "n_ref": 19328 + }, + "4": { + "Dice": 0.5142857142857142, + "FN": 1258, + "FP": 85, + "IoU": 0.34615384615384615, + "TN": 1575034, + "TP": 711, + "n_pred": 796, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9593543570503794, + "FN": 1178, + "FP": 3123, + "IoU": 0.9218837973809914, + "TN": 1522029, + "TP": 50758, + "n_pred": 53881, + "n_ref": 51936 + }, + "7": { + "Dice": 0.9475082591899876, + "FN": 2581, + "FP": 422, + "IoU": 0.9002524413738126, + "TN": 1546982, + "TP": 27103, + "n_pred": 27525, + "n_ref": 29684 + }, + "8": { + "Dice": 0.9317924883808567, + "FN": 649, + "FP": 437, + "IoU": 0.8722953904045155, + "TN": 1568584, + "TP": 7418, + "n_pred": 7855, + "n_ref": 8067 + }, + "9": { + "Dice": 0.906091176095007, + "FN": 1545, + "FP": 2132, + "IoU": 0.8283059394844976, + "TN": 1555672, + "TP": 17739, + "n_pred": 19871, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0086.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": 0.9426259927261931, + "FN": 939, + "FP": 607, + "IoU": 0.8914783097009686, + "TN": 1562842, + "TP": 12700, + "n_pred": 13307, + "n_ref": 13639 + }, + "7": { + "Dice": 0.40474174428450466, + "FN": 703, + "FP": 0, + "IoU": 0.2537154989384289, + "TN": 1576146, + "TP": 239, + "n_pred": 239, + "n_ref": 942 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 13895, + "IoU": 0.0, + "TN": 1563193, + "TP": 0, + "n_pred": 13895, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1778, + "IoU": 0.0, + "TN": 1575310, + "TP": 0, + "n_pred": 1778, + "n_ref": 0 + }, + "11": { + "Dice": 0.5065206051121544, + "FN": 1872, + "FP": 20, + "IoU": 0.3391547327977646, + "TN": 1574225, + "TP": 971, + "n_pred": 991, + "n_ref": 2843 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 611, + "IoU": 0.0, + "TN": 1576477, + "TP": 0, + "n_pred": 611, + "n_ref": 0 + }, + "13": { + "Dice": 0.5163782610996455, + "FN": 3498, + "FP": 5641, + "IoU": 0.3480525039235269, + "TN": 1563070, + "TP": 4879, + "n_pred": 10520, + "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": 0.9588351956658443, + "FN": 154, + "FP": 697, + "IoU": 0.9209254785355881, + "TN": 1566326, + "TP": 9911, + "n_pred": 10608, + "n_ref": 10065 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5560292326431181, + "FN": 5832, + "FP": 0, + "IoU": 0.3850695908899199, + "TN": 1567604, + "TP": 3652, + "n_pred": 3652, + "n_ref": 9484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.904791530730439, + "FN": 16140, + "FP": 2683, + "IoU": 0.8261363531400386, + "TN": 1468825, + "TP": 89440, + "n_pred": 92123, + "n_ref": 105580 + }, + "7": { + "Dice": 0.0040958427196395655, + "FN": 20, + "FP": 4843, + "IoU": 0.0020521239482864766, + "TN": 1572215, + "TP": 10, + "n_pred": 4853, + "n_ref": 30 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9550952067116724, + "FN": 1127, + "FP": 1394, + "IoU": 0.9140499812485084, + "TN": 1547757, + "TP": 26810, + "n_pred": 28204, + "n_ref": 27937 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 396, + "IoU": 0.0, + "TN": 1751924, + "TP": 0, + "n_pred": 396, + "n_ref": 0 + }, + "10": { + "Dice": 0.8319710313065795, + "FN": 5324, + "FP": 4235, + "IoU": 0.7122862990609198, + "TN": 1719096, + "TP": 23665, + "n_pred": 27900, + "n_ref": 28989 + }, + "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": 0.8056790666960159, + "FN": 3732, + "FP": 5096, + "IoU": 0.6745917652696377, + "TN": 1725191, + "TP": 18301, + "n_pred": 23397, + "n_ref": 22033 + }, + "14": { + "Dice": 0.01054481546572935, + "FN": 0, + "FP": 563, + "IoU": 0.00530035335689046, + "TN": 1751754, + "TP": 3, + "n_pred": 566, + "n_ref": 3 + }, + "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": 0.7957792594356471, + "FN": 13425, + "FP": 297, + "IoU": 0.6608250735348642, + "TN": 1711863, + "TP": 26735, + "n_pred": 27032, + "n_ref": 40160 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9537819136244333, + "FN": 3994, + "FP": 11502, + "IoU": 0.9116473190868246, + "TN": 1576932, + "TP": 159892, + "n_pred": 171394, + "n_ref": 163886 + }, + "7": { + "Dice": 0.6954991573312184, + "FN": 5972, + "FP": 6314, + "IoU": 0.5331534749401527, + "TN": 1726003, + "TP": 14031, + "n_pred": 20345, + "n_ref": 20003 + }, + "8": { + "Dice": 0.8531561461794019, + "FN": 307, + "FP": 135, + "IoU": 0.7439165701042874, + "TN": 1750594, + "TP": 1284, + "n_pred": 1419, + "n_ref": 1591 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 137, + "IoU": 0.0, + "TN": 1752183, + "TP": 0, + "n_pred": 137, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0180.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": 174, + "FP": 0, + "IoU": 0.0, + "TN": 1927378, + "TP": 0, + "n_pred": 0, + "n_ref": 174 + }, + "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": 216, + "IoU": 0.0, + "TN": 1927336, + "TP": 0, + "n_pred": 216, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 453, + "IoU": 0.0, + "TN": 1927099, + "TP": 0, + "n_pred": 453, + "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": 481, + "IoU": 0.0, + "TN": 1927071, + "TP": 0, + "n_pred": 481, + "n_ref": 0 + }, + "3": { + "Dice": 0.9464807172700609, + "FN": 4144, + "FP": 4195, + "IoU": 0.8983990447877577, + "TN": 1845476, + "TP": 73737, + "n_pred": 77932, + "n_ref": 77881 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.42761989342806395, + "FN": 2507, + "FP": 71, + "IoU": 0.2719570742728043, + "TN": 1924011, + "TP": 963, + "n_pred": 1034, + "n_ref": 3470 + }, + "6": { + "Dice": 0.908846356018676, + "FN": 4681, + "FP": 1215, + "IoU": 0.8329224404205277, + "TN": 1892263, + "TP": 29393, + "n_pred": 30608, + "n_ref": 34074 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2945, + "IoU": 0.0, + "TN": 1924607, + "TP": 0, + "n_pred": 2945, + "n_ref": 0 + }, + "8": { + "Dice": 0.8829732065687121, + "FN": 37, + "FP": 640, + "IoU": 0.7904673475704116, + "TN": 1924321, + "TP": 2554, + "n_pred": 3194, + "n_ref": 2591 + }, + "9": { + "Dice": 0.7808625336927224, + "FN": 4509, + "FP": 1995, + "IoU": 0.6405040902056157, + "TN": 1909460, + "TP": 11588, + "n_pred": 13583, + "n_ref": 16097 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 22, + "FP": 0, + "IoU": 0.0, + "TN": 1577066, + "TP": 0, + "n_pred": 0, + "n_ref": 22 + }, + "10": { + "Dice": 0.8189052326983361, + "FN": 647, + "FP": 2357, + "IoU": 0.6933442221314823, + "TN": 1567292, + "TP": 6792, + "n_pred": 9149, + "n_ref": 7439 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5978981406628942, + "FN": 2378, + "FP": 109, + "IoU": 0.426429889298893, + "TN": 1572752, + "TP": 1849, + "n_pred": 1958, + "n_ref": 4227 + }, + "13": { + "Dice": 0.4333050127442651, + "FN": 2668, + "FP": 0, + "IoU": 0.2765726681127983, + "TN": 1573400, + "TP": 1020, + "n_pred": 1020, + "n_ref": 3688 + }, + "14": { + "Dice": 0.9413145539906104, + "FN": 677, + "FP": 73, + "IoU": 0.8891352549889135, + "TN": 1570323, + "TP": 6015, + "n_pred": 6088, + "n_ref": 6692 + }, + "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": 513, + "IoU": 0.0, + "TN": 1576575, + "TP": 0, + "n_pred": 513, + "n_ref": 0 + }, + "3": { + "Dice": 0.4856175972927242, + "FN": 574, + "FP": 34, + "IoU": 0.3206703910614525, + "TN": 1576193, + "TP": 287, + "n_pred": 321, + "n_ref": 861 + }, + "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": 12, + "IoU": 0.0, + "TN": 1577076, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9512611797809265, + "FN": 133, + "FP": 352, + "IoU": 0.9070525105404369, + "TN": 1571870, + "TP": 4733, + "n_pred": 5085, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.662059741417744, + "FN": 842, + "FP": 674, + "IoU": 0.4948350549816728, + "TN": 1749319, + "TP": 1485, + "n_pred": 2159, + "n_ref": 2327 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.31461245235069885, + "FN": 2640, + "FP": 57, + "IoU": 0.18667068757539204, + "TN": 1749004, + "TP": 619, + "n_pred": 676, + "n_ref": 3259 + }, + "13": { + "Dice": 0.6490695525933747, + "FN": 2435, + "FP": 224, + "IoU": 0.4804611176240719, + "TN": 1747202, + "TP": 2459, + "n_pred": 2683, + "n_ref": 4894 + }, + "14": { + "Dice": 0.9363463289462792, + "FN": 762, + "FP": 776, + "IoU": 0.8803112840466926, + "TN": 1739470, + "TP": 11312, + "n_pred": 12088, + "n_ref": 12074 + }, + "15": { + "Dice": 0.740530303030303, + "FN": 7901, + "FP": 319, + "IoU": 0.58796992481203, + "TN": 1732370, + "TP": 11730, + "n_pred": 12049, + "n_ref": 19631 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9333333333333333, + "FN": 72, + "FP": 91, + "IoU": 0.875, + "TN": 1751016, + "TP": 1141, + "n_pred": 1232, + "n_ref": 1213 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.1247086247086247, + "FN": 1502, + "FP": 0, + "IoU": 0.06650093225605966, + "TN": 1750711, + "TP": 107, + "n_pred": 107, + "n_ref": 1609 + }, + "8": { + "Dice": 0.9740378741600488, + "FN": 790, + "FP": 740, + "IoU": 0.9493896993152724, + "TN": 1722089, + "TP": 28701, + "n_pred": 29441, + "n_ref": 29491 + }, + "9": { + "Dice": 0.6470588235294118, + "FN": 4, + "FP": 20, + "IoU": 0.4782608695652174, + "TN": 1752274, + "TP": 22, + "n_pred": 42, + "n_ref": 26 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6242365798778527, + "FN": 856, + "FP": 313, + "IoU": 0.45373831775700935, + "TN": 1925412, + "TP": 971, + "n_pred": 1284, + "n_ref": 1827 + }, + "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": 0.0, + "FN": 0, + "FP": 191, + "IoU": 0.0, + "TN": 1927361, + "TP": 0, + "n_pred": 191, + "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": 0.9646453590192644, + "FN": 1547, + "FP": 1037, + "IoU": 0.9317052542552067, + "TN": 1889716, + "TP": 35252, + "n_pred": 36289, + "n_ref": 36799 + }, + "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": 0.6946856216009922, + "FN": 4316, + "FP": 2084, + "IoU": 0.5321979387471676, + "TN": 1913871, + "TP": 7281, + "n_pred": 9365, + "n_ref": 11597 + }, + "6": { + "Dice": 0.9823770740284149, + "FN": 1570, + "FP": 1918, + "IoU": 0.9653645264433103, + "TN": 1826846, + "TP": 97218, + "n_pred": 99136, + "n_ref": 98788 + }, + "7": { + "Dice": 0.8487273627325606, + "FN": 2964, + "FP": 703, + "IoU": 0.7372079690411352, + "TN": 1913598, + "TP": 10287, + "n_pred": 10990, + "n_ref": 13251 + }, + "8": { + "Dice": 0.9430498939188061, + "FN": 1748, + "FP": 641, + "IoU": 0.8922369073932067, + "TN": 1905383, + "TP": 19780, + "n_pred": 20421, + "n_ref": 21528 + }, + "9": { + "Dice": 0.0, + "FN": 164, + "FP": 0, + "IoU": 0.0, + "TN": 1927388, + "TP": 0, + "n_pred": 0, + "n_ref": 164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0215.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": 0.038834951456310676, + "FN": 0, + "FP": 99, + "IoU": 0.019801980198019802, + "TN": 1927451, + "TP": 2, + "n_pred": 101, + "n_ref": 2 + }, + "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": 0.9515151515151515, + "FN": 29, + "FP": 131, + "IoU": 0.9075144508670521, + "TN": 1925822, + "TP": 1570, + "n_pred": 1701, + "n_ref": 1599 + }, + "3": { + "Dice": 0.9607803700724055, + "FN": 155, + "FP": 235, + "IoU": 0.9245209986452487, + "TN": 1922385, + "TP": 4777, + "n_pred": 5012, + "n_ref": 4932 + }, + "4": { + "Dice": 0.9280325709495869, + "FN": 1928, + "FP": 1077, + "IoU": 0.8657283288650581, + "TN": 1905172, + "TP": 19375, + "n_pred": 20452, + "n_ref": 21303 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9640927019062119, + "FN": 1187, + "FP": 2846, + "IoU": 0.9306746884400515, + "TN": 1869377, + "TP": 54142, + "n_pred": 56988, + "n_ref": 55329 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 28482, + "IoU": 0.0, + "TN": 1899070, + "TP": 0, + "n_pred": 28482, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9434584576723731, + "FN": 123, + "FP": 1317, + "IoU": 0.892968633863535, + "TN": 1563634, + "TP": 12014, + "n_pred": 13331, + "n_ref": 12137 + }, + "10": { + "Dice": 0.21413416027419618, + "FN": 9957, + "FP": 4488, + "IoU": 0.119904953390605, + "TN": 1560675, + "TP": 1968, + "n_pred": 6456, + "n_ref": 11925 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 1577059, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 1577033, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "13": { + "Dice": 0.7550220480156786, + "FN": 4238, + "FP": 6762, + "IoU": 0.6064541519086973, + "TN": 1549137, + "TP": 16951, + "n_pred": 23713, + "n_ref": 21189 + }, + "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": 18281, + "IoU": 0.0, + "TN": 1558807, + "TP": 0, + "n_pred": 18281, + "n_ref": 0 + }, + "3": { + "Dice": 0.5076356232122946, + "FN": 20197, + "FP": 115, + "IoU": 0.3401552805119709, + "TN": 1546305, + "TP": 10471, + "n_pred": 10586, + "n_ref": 30668 + }, + "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": 0.22946073108939558, + "FN": 5883, + "FP": 2633, + "IoU": 0.12959934587080948, + "TN": 1567304, + "TP": 1268, + "n_pred": 3901, + "n_ref": 7151 + }, + "7": { + "Dice": 0.33069415082352155, + "FN": 180057, + "FP": 86, + "IoU": 0.19810279283851037, + "TN": 1352442, + "TP": 44503, + "n_pred": 44589, + "n_ref": 224560 + }, + "8": { + "Dice": 0.9315854942110803, + "FN": 437, + "FP": 993, + "IoU": 0.8719326526956833, + "TN": 1565922, + "TP": 9736, + "n_pred": 10729, + "n_ref": 10173 + }, + "9": { + "Dice": 0.9227415179179724, + "FN": 223, + "FP": 3179, + "IoU": 0.8565646344548444, + "TN": 1553370, + "TP": 20316, + "n_pred": 23495, + "n_ref": 20539 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5780346820809249, + "FN": 2340, + "FP": 653, + "IoU": 0.4065040650406504, + "TN": 1572045, + "TP": 2050, + "n_pred": 2703, + "n_ref": 4390 + }, + "11": { + "Dice": 0.7559220389805097, + "FN": 525, + "FP": 1103, + "IoU": 0.6076162930826705, + "TN": 1572939, + "TP": 2521, + "n_pred": 3624, + "n_ref": 3046 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8611948889144699, + "FN": 965, + "FP": 5064, + "IoU": 0.7562267507682355, + "TN": 1552356, + "TP": 18703, + "n_pred": 23767, + "n_ref": 19668 + }, + "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": 0.9515991174541335, + "FN": 521, + "FP": 1914, + "IoU": 0.9076672228120735, + "TN": 1550716, + "TP": 23937, + "n_pred": 25851, + "n_ref": 24458 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.29368097048705416, + "FN": 3900, + "FP": 1, + "IoU": 0.1721137521222411, + "TN": 1572376, + "TP": 811, + "n_pred": 812, + "n_ref": 4711 + }, + "5": { + "Dice": 0.8504332941050604, + "FN": 1123, + "FP": 1673, + "IoU": 0.7397859469520708, + "TN": 1566343, + "TP": 7949, + "n_pred": 9622, + "n_ref": 9072 + }, + "6": { + "Dice": 0.9905921273681217, + "FN": 1505, + "FP": 1407, + "IoU": 0.9813596210472411, + "TN": 1420868, + "TP": 153308, + "n_pred": 154715, + "n_ref": 154813 + }, + "7": { + "Dice": 0.5992742941376573, + "FN": 4343, + "FP": 2725, + "IoU": 0.42783129604144743, + "TN": 1564735, + "TP": 5285, + "n_pred": 8010, + "n_ref": 9628 + }, + "8": { + "Dice": 0.9721912094963105, + "FN": 1068, + "FP": 1099, + "IoU": 0.9458872296858613, + "TN": 1537042, + "TP": 37879, + "n_pred": 38978, + "n_ref": 38947 + }, + "9": { + "Dice": 0.8189234765963265, + "FN": 762, + "FP": 3211, + "IoU": 0.6933703789457436, + "TN": 1564131, + "TP": 8984, + "n_pred": 12195, + "n_ref": 9746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0273.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": 893, + "IoU": 0.0, + "TN": 1926659, + "TP": 0, + "n_pred": 893, + "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": 0.0, + "FN": 0, + "FP": 789, + "IoU": 0.0, + "TN": 1926763, + "TP": 0, + "n_pred": 789, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 538, + "IoU": 0.0, + "TN": 1927014, + "TP": 0, + "n_pred": 538, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 60, + "IoU": 0.0, + "TN": 1927492, + "TP": 0, + "n_pred": 60, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1927547, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "4": { + "Dice": 0.9034485892135036, + "FN": 828, + "FP": 1297, + "IoU": 0.8238998922681694, + "TN": 1915485, + "TP": 9942, + "n_pred": 11239, + "n_ref": 10770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9913218438831856, + "FN": 731, + "FP": 1969, + "IoU": 0.9827930126885599, + "TN": 1770639, + "TP": 154213, + "n_pred": 156182, + "n_ref": 154944 + }, + "7": { + "Dice": 0.0, + "FN": 14, + "FP": 14134, + "IoU": 0.0, + "TN": 1913404, + "TP": 0, + "n_pred": 14134, + "n_ref": 14 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6256499133448874, + "FN": 415, + "FP": 17, + "IoU": 0.4552332912988651, + "TN": 1751527, + "TP": 361, + "n_pred": 378, + "n_ref": 776 + }, + "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": 0.7336231103588876, + "FN": 4709, + "FP": 2216, + "IoU": 0.5793086689751534, + "TN": 1735859, + "TP": 9536, + "n_pred": 11752, + "n_ref": 14245 + }, + "14": { + "Dice": 0.8570334765408992, + "FN": 2014, + "FP": 8069, + "IoU": 0.7498325269817641, + "TN": 1712015, + "TP": 30222, + "n_pred": 38291, + "n_ref": 32236 + }, + "15": { + "Dice": 0.49049861945752804, + "FN": 6018, + "FP": 15941, + "IoU": 0.32494082203572194, + "TN": 1719791, + "TP": 10570, + "n_pred": 26511, + "n_ref": 16588 + }, + "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": 0.8770959279114863, + "FN": 3022, + "FP": 1288, + "IoU": 0.7810960434760527, + "TN": 1732631, + "TP": 15379, + "n_pred": 16667, + "n_ref": 18401 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9654985122561753, + "FN": 2291, + "FP": 631, + "IoU": 0.9332983313169129, + "TN": 1708513, + "TP": 40885, + "n_pred": 41516, + "n_ref": 43176 + }, + "7": { + "Dice": 0.8155095184770437, + "FN": 151, + "FP": 1167, + "IoU": 0.688489718742614, + "TN": 1748089, + "TP": 2913, + "n_pred": 4080, + "n_ref": 3064 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.837176359486897, + "FN": 1176, + "FP": 2962, + "IoU": 0.7199512723335139, + "TN": 1562312, + "TP": 10638, + "n_pred": 13600, + "n_ref": 11814 + }, + "10": { + "Dice": 0.7590465747099902, + "FN": 126, + "FP": 4049, + "IoU": 0.6116640312529067, + "TN": 1566337, + "TP": 6576, + "n_pred": 10625, + "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": 59, + "IoU": 0.0, + "TN": 1577029, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "13": { + "Dice": 0.7112072646531356, + "FN": 9629, + "FP": 516, + "IoU": 0.5518399081150329, + "TN": 1554451, + "TP": 12492, + "n_pred": 13008, + "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": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 1576985, + "TP": 0, + "n_pred": 103, + "n_ref": 0 + }, + "3": { + "Dice": 0.231544384057971, + "FN": 5209, + "FP": 8365, + "IoU": 0.13093027722645495, + "TN": 1561469, + "TP": 2045, + "n_pred": 10410, + "n_ref": 7254 + }, + "4": { + "Dice": 0.6781642372636744, + "FN": 3367, + "FP": 1093, + "IoU": 0.5130472759034829, + "TN": 1567929, + "TP": 4699, + "n_pred": 5792, + "n_ref": 8066 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9589786942451, + "FN": 3454, + "FP": 7561, + "IoU": 0.9211902666580809, + "TN": 1437321, + "TP": 128752, + "n_pred": 136313, + "n_ref": 132206 + }, + "7": { + "Dice": 0.8988975293301874, + "FN": 13658, + "FP": 8067, + "IoU": 0.8163613771417462, + "TN": 1458785, + "TP": 96578, + "n_pred": 104645, + "n_ref": 110236 + }, + "8": { + "Dice": 0.850354580856733, + "FN": 10818, + "FP": 7435, + "IoU": 0.7396668283081839, + "TN": 1506974, + "TP": 51861, + "n_pred": 59296, + "n_ref": 62679 + }, + "9": { + "Dice": 0.9261421455733491, + "FN": 696, + "FP": 2062, + "IoU": 0.8624438902743142, + "TN": 1557038, + "TP": 17292, + "n_pred": 19354, + "n_ref": 17988 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__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": 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": 10, + "FP": 0, + "IoU": 0.0, + "TN": 1577078, + "TP": 0, + "n_pred": 0, + "n_ref": 10 + }, + "14": { + "Dice": 0.865736136975899, + "FN": 13827, + "FP": 1025, + "IoU": 0.7632581493584124, + "TN": 1514353, + "TP": 47883, + "n_pred": 48908, + "n_ref": 61710 + }, + "15": { + "Dice": 0.9208534790834559, + "FN": 608, + "FP": 898, + "IoU": 0.8533164507645855, + "TN": 1566821, + "TP": 8761, + "n_pred": 9659, + "n_ref": 9369 + }, + "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": 0.8862751549048637, + "FN": 1003, + "FP": 3145, + "IoU": 0.7957756880508099, + "TN": 1556777, + "TP": 16163, + "n_pred": 19308, + "n_ref": 17166 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9479468917611887, + "FN": 2076, + "FP": 2660, + "IoU": 0.901044713748433, + "TN": 1529228, + "TP": 43124, + "n_pred": 45784, + "n_ref": 45200 + }, + "7": { + "Dice": 0.8972990199984066, + "FN": 619, + "FP": 670, + "IoU": 0.8137283236994219, + "TN": 1570168, + "TP": 5631, + "n_pred": 6301, + "n_ref": 6250 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9692959631254182, + "FN": 1935, + "FP": 956, + "IoU": 0.9404212348528563, + "TN": 2229492, + "TP": 45633, + "n_pred": 46589, + "n_ref": 47568 + }, + "10": { + "Dice": 0.8179138096657723, + "FN": 5955, + "FP": 10536, + "IoU": 0.6919240038110184, + "TN": 2224487, + "TP": 37038, + "n_pred": 47574, + "n_ref": 42993 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.26666666666666666, + "FN": 4, + "FP": 7, + "IoU": 0.15384615384615385, + "TN": 2278003, + "TP": 2, + "n_pred": 9, + "n_ref": 6 + }, + "13": { + "Dice": 0.8039935148050175, + "FN": 1522, + "FP": 3072, + "IoU": 0.6722317351598174, + "TN": 2264000, + "TP": 9422, + "n_pred": 12494, + "n_ref": 10944 + }, + "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": 0.923679060665362, + "FN": 17, + "FP": 22, + "IoU": 0.8581818181818182, + "TN": 2277741, + "TP": 236, + "n_pred": 258, + "n_ref": 253 + }, + "3": { + "Dice": 0.9724847303185246, + "FN": 2403, + "FP": 1746, + "IoU": 0.9464430933663788, + "TN": 2200547, + "TP": 73320, + "n_pred": 75066, + "n_ref": 75723 + }, + "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": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 2277977, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "7": { + "Dice": 0.9314367468222088, + "FN": 4084, + "FP": 900, + "IoU": 0.8716720737422112, + "TN": 2239178, + "TP": 33854, + "n_pred": 34754, + "n_ref": 37938 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 2278010, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "9": { + "Dice": 0.9385373247442212, + "FN": 543, + "FP": 1079, + "IoU": 0.8841924889333143, + "TN": 2264010, + "TP": 12384, + "n_pred": 13463, + "n_ref": 12927 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0361.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": 5677, + "IoU": 0.0, + "TN": 1396179, + "TP": 0, + "n_pred": 5677, + "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": 18554, + "IoU": 0.0, + "TN": 1383302, + "TP": 0, + "n_pred": 18554, + "n_ref": 0 + }, + "14": { + "Dice": 0.6338028169014085, + "FN": 102, + "FP": 2, + "IoU": 0.4639175257731959, + "TN": 1401662, + "TP": 90, + "n_pred": 92, + "n_ref": 192 + }, + "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": 0.9176235646530204, + "FN": 141, + "FP": 24, + "IoU": 0.8477859778597786, + "TN": 1400772, + "TP": 919, + "n_pred": 943, + "n_ref": 1060 + }, + "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": 0.9380074147074007, + "FN": 968, + "FP": 1674, + "IoU": 0.8832523199292974, + "TN": 1379226, + "TP": 19988, + "n_pred": 21662, + "n_ref": 20956 + }, + "7": { + "Dice": 0.897196261682243, + "FN": 1277, + "FP": 252, + "IoU": 0.8135593220338984, + "TN": 1393655, + "TP": 6672, + "n_pred": 6924, + "n_ref": 7949 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9771612043375537, + "FN": 1372, + "FP": 136, + "IoU": 0.9553423359393509, + "TN": 1718552, + "TP": 32260, + "n_pred": 32396, + "n_ref": 33632 + }, + "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": 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": 0.9866053112153367, + "FN": 1661, + "FP": 1669, + "IoU": 0.9735647148482154, + "TN": 1626352, + "TP": 122638, + "n_pred": 124307, + "n_ref": 124299 + }, + "7": { + "Dice": 0.8427780144865786, + "FN": 355, + "FP": 14, + "IoU": 0.7282768777614138, + "TN": 1750962, + "TP": 989, + "n_pred": 1003, + "n_ref": 1344 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9726221772463784, + "FN": 1830, + "FP": 659, + "IoU": 0.9467034967131325, + "TN": 1705619, + "TP": 44212, + "n_pred": 44871, + "n_ref": 46042 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2225, + "IoU": 0.0, + "TN": 1750095, + "TP": 0, + "n_pred": 2225, + "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": 0.4805162571357657, + "FN": 6243, + "FP": 36, + "IoU": 0.3162365240117609, + "TN": 1743137, + "TP": 2904, + "n_pred": 2940, + "n_ref": 9147 + }, + "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": 0.23391442155309033, + "FN": 2415, + "FP": 2, + "IoU": 0.13244795405599424, + "TN": 1749534, + "TP": 369, + "n_pred": 371, + "n_ref": 2784 + }, + "3": { + "Dice": 0.048582995951417005, + "FN": 12, + "FP": 2338, + "IoU": 0.024896265560165973, + "TN": 1749910, + "TP": 60, + "n_pred": 2398, + "n_ref": 72 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7696946369001796, + "FN": 1160, + "FP": 2430, + "IoU": 0.6256126811972051, + "TN": 1742731, + "TP": 5999, + "n_pred": 8429, + "n_ref": 7159 + }, + "6": { + "Dice": 0.3550446998722861, + "FN": 406, + "FP": 99, + "IoU": 0.21583850931677018, + "TN": 1751676, + "TP": 139, + "n_pred": 238, + "n_ref": 545 + }, + "7": { + "Dice": 0.8830313014827018, + "FN": 82, + "FP": 60, + "IoU": 0.7905604719764012, + "TN": 1751642, + "TP": 536, + "n_pred": 596, + "n_ref": 618 + }, + "8": { + "Dice": 0.9680578742348358, + "FN": 637, + "FP": 1372, + "IoU": 0.9380931837791199, + "TN": 1719868, + "TP": 30443, + "n_pred": 31815, + "n_ref": 31080 + }, + "9": { + "Dice": 0.883982683982684, + "FN": 151, + "FP": 921, + "IoU": 0.7920868890612878, + "TN": 1747164, + "TP": 4084, + "n_pred": 5005, + "n_ref": 4235 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3801308744794765, + "FN": 449, + "FP": 1635, + "IoU": 0.23466764597869996, + "TN": 1924829, + "TP": 639, + "n_pred": 2274, + "n_ref": 1088 + }, + "10": { + "Dice": 0.8820375335120644, + "FN": 486, + "FP": 482, + "IoU": 0.7889688249400479, + "TN": 1922965, + "TP": 3619, + "n_pred": 4101, + "n_ref": 4105 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6553653161552806, + "FN": 698, + "FP": 1335, + "IoU": 0.4873928391326273, + "TN": 1923586, + "TP": 1933, + "n_pred": 3268, + "n_ref": 2631 + }, + "13": { + "Dice": 0.46775618374558303, + "FN": 2256, + "FP": 154, + "IoU": 0.30527529547420007, + "TN": 1924083, + "TP": 1059, + "n_pred": 1213, + "n_ref": 3315 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 1927534, + "TP": 0, + "n_pred": 18, + "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": 577, + "IoU": 0.0, + "TN": 1926975, + "TP": 0, + "n_pred": 577, + "n_ref": 0 + }, + "3": { + "Dice": 0.7181122448979592, + "FN": 1657, + "FP": 3205, + "IoU": 0.5601990049751244, + "TN": 1916497, + "TP": 6193, + "n_pred": 9398, + "n_ref": 7850 + }, + "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": 32, + "IoU": 0.0, + "TN": 1927520, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "6": { + "Dice": 0.6086956521739131, + "FN": 12, + "FP": 6, + "IoU": 0.4375, + "TN": 1927520, + "TP": 14, + "n_pred": 20, + "n_ref": 26 + }, + "7": { + "Dice": 0.3855421686746988, + "FN": 51, + "FP": 0, + "IoU": 0.23880597014925373, + "TN": 1927485, + "TP": 16, + "n_pred": 16, + "n_ref": 67 + }, + "8": { + "Dice": 0.9384628230284306, + "FN": 1294, + "FP": 1654, + "IoU": 0.8840602509143823, + "TN": 1902125, + "TP": 22479, + "n_pred": 24133, + "n_ref": 23773 + }, + "9": { + "Dice": 0.916710875331565, + "FN": 1266, + "FP": 461, + "IoU": 0.8462291870714985, + "TN": 1916321, + "TP": 9504, + "n_pred": 9965, + "n_ref": 10770 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9690369618384016, + "FN": 164, + "FP": 507, + "IoU": 0.9399337570495032, + "TN": 1741149, + "TP": 10500, + "n_pred": 11007, + "n_ref": 10664 + }, + "10": { + "Dice": 0.8225111615884703, + "FN": 2428, + "FP": 2104, + "IoU": 0.6985299008847203, + "TN": 1737287, + "TP": 10501, + "n_pred": 12605, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6125547445255475, + "FN": 401, + "FP": 926, + "IoU": 0.4414983164983165, + "TN": 1749944, + "TP": 1049, + "n_pred": 1975, + "n_ref": 1450 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 1752264, + "TP": 0, + "n_pred": 56, + "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": 0.0, + "FN": 0, + "FP": 1306, + "IoU": 0.0, + "TN": 1751014, + "TP": 0, + "n_pred": 1306, + "n_ref": 0 + }, + "3": { + "Dice": 0.9532390997992911, + "FN": 2857, + "FP": 1523, + "IoU": 0.9106560052219321, + "TN": 1703296, + "TP": 44644, + "n_pred": 46167, + "n_ref": 47501 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8167622059695592, + "FN": 375, + "FP": 552, + "IoU": 0.6902773137320414, + "TN": 1749327, + "TP": 2066, + "n_pred": 2618, + "n_ref": 2441 + }, + "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_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807761/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.4841964432673976, + "FN": 2230.197333333333, + "FP": 1780.4364444444443, + "IoU": 0.4104263090144339, + "TN": 1740162.6235555555, + "TP": 8146.742666666667, + "n_pred": 9927.17911111111, + "n_ref": 10376.939999999999 + }, + "mean": { + "1": { + "Dice": 0.4961269852822122, + "FN": 2903.8933333333334, + "FP": 919.8399999999999, + "IoU": 0.43546940555751307, + "TN": 1741649.3066666666, + "TP": 6846.960000000001, + "n_pred": 7766.8, + "n_ref": 9750.853333333333 + }, + "10": { + "Dice": 0.5114981420022294, + "FN": 2187.5733333333333, + "FP": 1947.4399999999998, + "IoU": 0.4104789176995361, + "TN": 1743341.28, + "TP": 4843.706666666667, + "n_pred": 6791.146666666666, + "n_ref": 7031.280000000001 + }, + "11": { + "Dice": 0.2649955344372188, + "FN": 243.80666666666667, + "FP": 74.44, + "IoU": 0.19373026719480374, + "TN": 1751882.8866666667, + "TP": 118.86666666666665, + "n_pred": 193.30666666666667, + "n_ref": 362.6733333333333 + }, + "12": { + "Dice": 0.16069610955862806, + "FN": 368.72666666666663, + "FP": 94.96000000000001, + "IoU": 0.11158738901657568, + "TN": 1751707.7399999998, + "TP": 148.57333333333332, + "n_pred": 243.5333333333333, + "n_ref": 517.3 + }, + "13": { + "Dice": 0.4040841191517611, + "FN": 2375.9, + "FP": 1859.5, + "IoU": 0.3016535919172818, + "TN": 1744627.8066666666, + "TP": 3456.7933333333335, + "n_pred": 5316.293333333333, + "n_ref": 5832.693333333334 + }, + "14": { + "Dice": 0.416421087244691, + "FN": 2123.4333333333334, + "FP": 1777.5866666666668, + "IoU": 0.3554800326550255, + "TN": 1743887.9933333334, + "TP": 4530.986666666667, + "n_pred": 6308.573333333334, + "n_ref": 6654.42 + }, + "15": { + "Dice": 0.364064741942023, + "FN": 1359.313333333333, + "FP": 1182.5666666666668, + "IoU": 0.28843488815209734, + "TN": 1746374.7466666668, + "TP": 3403.373333333334, + "n_pred": 4585.9400000000005, + "n_ref": 4762.6866666666665 + }, + "2": { + "Dice": 0.5679709257298731, + "FN": 1765.02, + "FP": 770.26, + "IoU": 0.5117943765764598, + "TN": 1743159.8333333333, + "TP": 6624.886666666667, + "n_pred": 7395.146666666666, + "n_ref": 8389.906666666666 + }, + "3": { + "Dice": 0.473026362875827, + "FN": 2056.166666666667, + "FP": 1969.7800000000002, + "IoU": 0.41961694022745843, + "TN": 1740956.42, + "TP": 7337.633333333333, + "n_pred": 9307.413333333334, + "n_ref": 9393.8 + }, + "4": { + "Dice": 0.4012114471764848, + "FN": 1287.2533333333333, + "FP": 647.0200000000001, + "IoU": 0.3306185287510021, + "TN": 1747856.9066666667, + "TP": 2528.8199999999997, + "n_pred": 3175.8399999999992, + "n_ref": 3816.073333333333 + }, + "5": { + "Dice": 0.5011925577708235, + "FN": 567.0533333333334, + "FP": 260.1333333333333, + "IoU": 0.40097423171745517, + "TN": 1750376.6666666665, + "TP": 1116.1466666666668, + "n_pred": 1376.28, + "n_ref": 1683.2 + }, + "6": { + "Dice": 0.7711242633462426, + "FN": 6466.886666666665, + "FP": 8152.093333333332, + "IoU": 0.7068024578891539, + "TN": 1681711.8533333335, + "TP": 55989.166666666664, + "n_pred": 64141.26000000001, + "n_ref": 62456.053333333344 + }, + "7": { + "Dice": 0.47807405066219777, + "FN": 7645.74, + "FP": 5273.373333333334, + "IoU": 0.3966102889649189, + "TN": 1727366.1199999999, + "TP": 12034.766666666666, + "n_pred": 17308.14, + "n_ref": 19680.506666666668 + }, + "8": { + "Dice": 0.8014420535816438, + "FN": 1159.7666666666664, + "FP": 798.3533333333334, + "IoU": 0.7376207443090517, + "TN": 1741590.653333333, + "TP": 8771.226666666666, + "n_pred": 9569.58, + "n_ref": 9930.993333333334 + }, + "9": { + "Dice": 0.6510182682491074, + "FN": 942.4266666666666, + "FP": 979.2, + "IoU": 0.555522574588174, + "TN": 1745949.1400000001, + "TP": 4449.233333333333, + "n_pred": 5428.433333333334, + "n_ref": 5391.66 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_005/summary.json b/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_005/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7b048cf3b2fab7c141543c497592c1f81cd19455 --- /dev/null +++ b/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_005/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7478808847146285, + "FN": 26626.26133333333, + "FP": 28639.877333333327, + "IoU": 0.6358424853119078, + "TN": 96241730.432, + "TP": 159964.26933333333, + "n_pred": 188604.14666666664, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.879758526736375, + "FN": 19697.14, + "FP": 23434.62, + "IoU": 0.8071542067393694, + "TN": 96239238.08, + "TP": 174591.0, + "n_pred": 198025.62, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7119462804756909, + "FN": 18907.42, + "FP": 22539.16, + "IoU": 0.5733269338421065, + "TN": 96360199.12, + "TP": 55315.14, + "n_pred": 77854.3, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.627044001112648, + "FN": 1564.2, + "FP": 735.76, + "IoU": 0.47432690054454135, + "TN": 96452524.7, + "TP": 2136.18, + "n_pred": 2871.94, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.5748108785250535, + "FN": 2121.92, + "FP": 749.04, + "IoU": 0.41946373287668687, + "TN": 96451975.14, + "TP": 2114.74, + "n_pred": 2863.78, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.6077111383868145, + "FN": 24138.12, + "FP": 15821.54, + "IoU": 0.45836069579572075, + "TN": 96383281.16, + "TP": 33720.02, + "n_pred": 49541.56, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7129405925150943, + "FN": 52007.36, + "FP": 17686.68, + "IoU": 0.6104429820680753, + "TN": 96300916.02, + "TP": 86350.78, + "n_pred": 104037.46, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.6154312284224569, + "FN": 15718.58, + "FP": 27048.18, + "IoU": 0.49277249756873465, + "TN": 96375865.62, + "TP": 38328.46, + "n_pred": 65376.64, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.8593580282035608, + "FN": 28068.42, + "FP": 13782.68, + "IoU": 0.7691923802753091, + "TN": 96286336.46, + "TP": 128773.28, + "n_pred": 142555.96, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8663719670315828, + "FN": 16445.4, + "FP": 30974.88, + "IoU": 0.7756085197878113, + "TN": 96262583.38, + "TP": 146957.18, + "n_pred": 177932.06, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6750618107393968, + "FN": 7048.0, + "FP": 6981.5, + "IoU": 0.5737465657066917, + "TN": 96423401.84, + "TP": 19529.5, + "n_pred": 26511.0, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.6718420238572365, + "FN": 7863.58, + "FP": 2946.98, + "IoU": 0.5286821348056752, + "TN": 96436861.7, + "TP": 9288.58, + "n_pred": 12235.56, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9175864545648996, + "FN": 83885.74, + "FP": 164517.08, + "IoU": 0.8554496895703543, + "TN": 94933220.14, + "TP": 1275337.88, + "n_pred": 1439854.96, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.7371855163700853, + "FN": 94163.08, + "FP": 83695.6, + "IoU": 0.6132651212357828, + "TN": 96034340.58, + "TP": 244761.58, + "n_pred": 328457.18, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9164285129936816, + "FN": 14120.34, + "FP": 10373.16, + "IoU": 0.8475963746633917, + "TN": 96314218.5, + "TP": 118248.84, + "n_pred": 128622.0, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8447363107848522, + "FN": 13644.62, + "FP": 8311.3, + "IoU": 0.7382485441983633, + "TN": 96370994.04, + "TP": 64010.88, + "n_pred": 72322.18, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8970069535422756, + "FN": 3680, + "FP": 16760, + "IoU": 0.8132480584741891, + "TN": 119483870, + "TP": 89010, + "n_pred": 105770, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7325981183480886, + "FN": 10666, + "FP": 36543, + "IoU": 0.5780314270902233, + "TN": 119481442, + "TP": 64669, + "n_pred": 101212, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7272446775686516, + "FN": 1189, + "FP": 579, + "IoU": 0.5713939393939393, + "TN": 119589195, + "TP": 2357, + "n_pred": 2936, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7038784670272759, + "FN": 1407, + "FP": 1166, + "IoU": 0.543065174924525, + "TN": 119587689, + "TP": 3058, + "n_pred": 4224, + "n_ref": 4465 + }, + "13": { + "Dice": 0.44647379800267684, + "FN": 31074, + "FP": 22690, + "IoU": 0.2873937996209259, + "TN": 119517873, + "TP": 21683, + "n_pred": 44373, + "n_ref": 52757 + }, + "14": { + "Dice": 0.39472273149054904, + "FN": 186017, + "FP": 2496, + "IoU": 0.2458906876922646, + "TN": 119343339, + "TP": 61468, + "n_pred": 63964, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 157489, + "IoU": 0.0, + "TN": 119402968, + "TP": 0, + "n_pred": 157489, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9490705905303347, + "FN": 4576, + "FP": 10044, + "IoU": 0.903077392238236, + "TN": 119442478, + "TP": 136222, + "n_pred": 146266, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9500324090745409, + "FN": 5488, + "FP": 11857, + "IoU": 0.9048206985485774, + "TN": 119411085, + "TP": 164890, + "n_pred": 176747, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7807007378220728, + "FN": 27179, + "FP": 1206, + "IoU": 0.640286402230389, + "TN": 119514410, + "TP": 50525, + "n_pred": 51731, + "n_ref": 77704 + }, + "5": { + "Dice": 0.1138106839920592, + "FN": 59219, + "FP": 19347, + "IoU": 0.06033895061654567, + "TN": 119509709, + "TP": 5045, + "n_pred": 24392, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9620517767459016, + "FN": 29053, + "FP": 61898, + "IoU": 0.9268783887213065, + "TN": 118349488, + "TP": 1152881, + "n_pred": 1214779, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 220182, + "IoU": 0.0, + "TN": 119373138, + "TP": 0, + "n_pred": 220182, + "n_ref": 0 + }, + "8": { + "Dice": 0.8236301068300054, + "FN": 52668, + "FP": 47478, + "IoU": 0.70014551682426, + "TN": 119259338, + "TP": 233836, + "n_pred": 281314, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8288941469309195, + "FN": 19257, + "FP": 4390, + "IoU": 0.7077875537541397, + "TN": 119512396, + "TP": 57277, + "n_pred": 61667, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9397576751879295, + "FN": 13855, + "FP": 8544, + "IoU": 0.8863612149746077, + "TN": 72628553, + "TP": 174708, + "n_pred": 183252, + "n_ref": 188563 + }, + "10": { + "Dice": 0.6668992761508256, + "FN": 12066, + "FP": 44260, + "IoU": 0.5002617313305711, + "TN": 72712949, + "TP": 56385, + "n_pred": 100645, + "n_ref": 68451 + }, + "11": { + "Dice": 0.612691466083151, + "FN": 847, + "FP": 923, + "IoU": 0.4416403785488959, + "TN": 72822490, + "TP": 1400, + "n_pred": 2323, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6521987435751, + "FN": 1161, + "FP": 666, + "IoU": 0.48389830508474574, + "TN": 72822120, + "TP": 1713, + "n_pred": 2379, + "n_ref": 2874 + }, + "13": { + "Dice": 0.6996427922746261, + "FN": 15515, + "FP": 14251, + "IoU": 0.5380389235496787, + "TN": 72761226, + "TP": 34668, + "n_pred": 48919, + "n_ref": 50183 + }, + "14": { + "Dice": 0.885818465628468, + "FN": 4250, + "FP": 14476, + "IoU": 0.7950396217328488, + "TN": 72734296, + "TP": 72638, + "n_pred": 87114, + "n_ref": 76888 + }, + "15": { + "Dice": 0.7002937670299727, + "FN": 9584, + "FP": 18574, + "IoU": 0.5388092703300303, + "TN": 72764605, + "TP": 32897, + "n_pred": 51471, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9551119955710502, + "FN": 8177, + "FP": 3823, + "IoU": 0.9140807354689043, + "TN": 72685994, + "TP": 127666, + "n_pred": 131489, + "n_ref": 135843 + }, + "3": { + "Dice": 0.954752348879765, + "FN": 2970, + "FP": 8800, + "IoU": 0.9134221424525735, + "TN": 72689713, + "TP": 124177, + "n_pred": 132977, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8645948322637379, + "FN": 3905, + "FP": 3332, + "IoU": 0.7614857293520533, + "TN": 72795318, + "TP": 23105, + "n_pred": 26437, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7672143724825778, + "FN": 2639, + "FP": 1002, + "IoU": 0.6223420806970231, + "TN": 72816019, + "TP": 6000, + "n_pred": 7002, + "n_ref": 8639 + }, + "6": { + "Dice": 0.941670667502427, + "FN": 52520, + "FP": 90600, + "IoU": 0.8897709234611868, + "TN": 71527273, + "TP": 1155267, + "n_pred": 1245867, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.7627104543174779, + "FN": 78446, + "FP": 21381, + "IoU": 0.6164365139743797, + "TN": 72565398, + "TP": 160435, + "n_pred": 181816, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9314370145075302, + "FN": 4295, + "FP": 3640, + "IoU": 0.8716725426140958, + "TN": 72763826, + "TP": 53899, + "n_pred": 57539, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8499227834901862, + "FN": 13594, + "FP": 9146, + "IoU": 0.739013669073005, + "TN": 72738529, + "TP": 64391, + "n_pred": 73537, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9457821809210847, + "FN": 17559, + "FP": 10242, + "IoU": 0.8971411446520869, + "TN": 71539205, + "TP": 242482, + "n_pred": 252724, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7902590629456968, + "FN": 19470, + "FP": 19942, + "IoU": 0.6532465247228576, + "TN": 71695828, + "TP": 74248, + "n_pred": 94190, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6082439678284183, + "FN": 1554, + "FP": 784, + "IoU": 0.4370334697808813, + "TN": 71805335, + "TP": 1815, + "n_pred": 2599, + "n_ref": 3369 + }, + "12": { + "Dice": 0.5602642756016989, + "FN": 3541, + "FP": 1118, + "IoU": 0.38914383112626194, + "TN": 71801861, + "TP": 2968, + "n_pred": 4086, + "n_ref": 6509 + }, + "13": { + "Dice": 0.724270272173515, + "FN": 22761, + "FP": 8563, + "IoU": 0.5677301832634135, + "TN": 71737024, + "TP": 41140, + "n_pred": 49703, + "n_ref": 63901 + }, + "14": { + "Dice": 0.5444608209500508, + "FN": 326571, + "FP": 738, + "IoU": 0.3740612611372151, + "TN": 71286579, + "TP": 195600, + "n_pred": 196338, + "n_ref": 522171 + }, + "15": { + "Dice": 0.4119759761302392, + "FN": 132544, + "FP": 4819, + "IoU": 0.25942679073980224, + "TN": 71624006, + "TP": 48119, + "n_pred": 52938, + "n_ref": 180663 + }, + "2": { + "Dice": 0.919979547043539, + "FN": 14632, + "FP": 8373, + "IoU": 0.8518167822888687, + "TN": 71654241, + "TP": 132242, + "n_pred": 140615, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9289980022007842, + "FN": 11081, + "FP": 15503, + "IoU": 0.8674101487296632, + "TN": 71608990, + "TP": 173914, + "n_pred": 189417, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7172081161991352, + "FN": 1038, + "FP": 9164, + "IoU": 0.5590993560655171, + "TN": 71786349, + "TP": 12937, + "n_pred": 22101, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8146922263595826, + "FN": 1482, + "FP": 2549, + "IoU": 0.6873254731616506, + "TN": 71796596, + "TP": 8861, + "n_pred": 11410, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9320768821720601, + "FN": 38760, + "FP": 137510, + "IoU": 0.8727939929494373, + "TN": 70423783, + "TP": 1209435, + "n_pred": 1346945, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9180393206997266, + "FN": 14016, + "FP": 25467, + "IoU": 0.8484960112353084, + "TN": 71548881, + "TP": 221124, + "n_pred": 246591, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9295881093336692, + "FN": 7435, + "FP": 3745, + "IoU": 0.8684396328547893, + "TN": 71724508, + "TP": 73800, + "n_pred": 77545, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8718107461336063, + "FN": 14930, + "FP": 6604, + "IoU": 0.7727522161249473, + "TN": 71714728, + "TP": 73226, + "n_pred": 79830, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.961538733181877, + "FN": 9980, + "FP": 6357, + "IoU": 0.9259264297146692, + "TN": 135224959, + "TP": 204214, + "n_pred": 210571, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7967966387779141, + "FN": 19518, + "FP": 13950, + "IoU": 0.6622293990008579, + "TN": 135346425, + "TP": 65617, + "n_pred": 79567, + "n_ref": 85135 + }, + "11": { + "Dice": 0.5055331108378711, + "FN": 2108, + "FP": 707, + "IoU": 0.33826986365773387, + "TN": 135441256, + "TP": 1439, + "n_pred": 2146, + "n_ref": 3547 + }, + "12": { + "Dice": 0.6111749827546562, + "FN": 2850, + "FP": 532, + "IoU": 0.44006622516556293, + "TN": 135439470, + "TP": 2658, + "n_pred": 3190, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7492422802053392, + "FN": 7077, + "FP": 15344, + "IoU": 0.5990307062252982, + "TN": 135389593, + "TP": 33496, + "n_pred": 48840, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9085292897572415, + "FN": 10511, + "FP": 16170, + "IoU": 0.8323899864937023, + "TN": 135286325, + "TP": 132504, + "n_pred": 148674, + "n_ref": 143015 + }, + "15": { + "Dice": 0.6807725965745718, + "FN": 18626, + "FP": 12016, + "IoU": 0.5160388533522862, + "TN": 135382195, + "TP": 32673, + "n_pred": 44689, + "n_ref": 51299 + }, + "2": { + "Dice": 0.8465616455594833, + "FN": 24542, + "FP": 42519, + "IoU": 0.7339461552499822, + "TN": 135193452, + "TP": 184997, + "n_pred": 227516, + "n_ref": 209539 + }, + "3": { + "Dice": 0.8438337328178492, + "FN": 47671, + "FP": 18655, + "IoU": 0.7298550016291951, + "TN": 135199990, + "TP": 179194, + "n_pred": 197849, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8731977818853974, + "FN": 2592, + "FP": 7355, + "IoU": 0.7749343832020997, + "TN": 135401314, + "TP": 34249, + "n_pred": 41604, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5568184170755439, + "FN": 14596, + "FP": 6811, + "IoU": 0.3858269975613255, + "TN": 135410655, + "TP": 13448, + "n_pred": 20259, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9610693831634781, + "FN": 43435, + "FP": 87724, + "IoU": 0.925056368143114, + "TN": 133695408, + "TP": 1618943, + "n_pred": 1706667, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.8008617893712644, + "FN": 26120, + "FP": 59840, + "IoU": 0.6678644565511379, + "TN": 135186700, + "TP": 172850, + "n_pred": 232690, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8829148727175918, + "FN": 49187, + "FP": 14584, + "IoU": 0.7903738499012205, + "TN": 135141297, + "TP": 240442, + "n_pred": 255026, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8528155930509229, + "FN": 19540, + "FP": 7554, + "IoU": 0.7433988710838353, + "TN": 135339922, + "TP": 78494, + "n_pred": 86048, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8596507313385638, + "FN": 26502, + "FP": 48505, + "IoU": 0.7538486277521257, + "TN": 105449286, + "TP": 229712, + "n_pred": 278217, + "n_ref": 256214 + }, + "10": { + "Dice": 0.3821165372899676, + "FN": 31319, + "FP": 63004, + "IoU": 0.2361829798605544, + "TN": 105630516, + "TP": 29166, + "n_pred": 92170, + "n_ref": 60485 + }, + "11": { + "Dice": 0.697503386878266, + "FN": 667, + "FP": 896, + "IoU": 0.5355126300148588, + "TN": 105750640, + "TP": 1802, + "n_pred": 2698, + "n_ref": 2469 + }, + "12": { + "Dice": 0.5842782520066251, + "FN": 2111, + "FP": 1152, + "IoU": 0.41270698344132467, + "TN": 105748449, + "TP": 2293, + "n_pred": 3445, + "n_ref": 4404 + }, + "13": { + "Dice": 0.4659466709835573, + "FN": 50680, + "FP": 18599, + "IoU": 0.30373564084783067, + "TN": 105654504, + "TP": 30222, + "n_pred": 48821, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9358119417418981, + "FN": 20784, + "FP": 3376, + "IoU": 0.8793670765989106, + "TN": 105553728, + "TP": 176117, + "n_pred": 179493, + "n_ref": 196901 + }, + "15": { + "Dice": 0.816846914899497, + "FN": 5764, + "FP": 4177, + "IoU": 0.6903983306861005, + "TN": 105721896, + "TP": 22168, + "n_pred": 26345, + "n_ref": 27932 + }, + "2": { + "Dice": 0.931788316025076, + "FN": 10721, + "FP": 10094, + "IoU": 0.8722880773572866, + "TN": 105591021, + "TP": 142169, + "n_pred": 152263, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8792051267607145, + "FN": 7581, + "FP": 37450, + "IoU": 0.7844478483557513, + "TN": 105545095, + "TP": 163879, + "n_pred": 201329, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6690750297737197, + "FN": 15573, + "FP": 9435, + "IoU": 0.502714311280797, + "TN": 105703716, + "TP": 25281, + "n_pred": 34716, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7226480836236934, + "FN": 4069, + "FP": 2299, + "IoU": 0.5657392253136934, + "TN": 105739341, + "TP": 8296, + "n_pred": 10595, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9325440847485238, + "FN": 91162, + "FP": 117951, + "IoU": 0.873613674742559, + "TN": 104099451, + "TP": 1445441, + "n_pred": 1563392, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8145341211785226, + "FN": 27420, + "FP": 82312, + "IoU": 0.6871004351371851, + "TN": 105403311, + "TP": 240962, + "n_pred": 323274, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9006371197058132, + "FN": 4417, + "FP": 14173, + "IoU": 0.8192355189078286, + "TN": 105651164, + "TP": 84251, + "n_pred": 98424, + "n_ref": 88668 + }, + "9": { + "Dice": 0.807740614334471, + "FN": 15640, + "FP": 12526, + "IoU": 0.677487318653888, + "TN": 105666672, + "TP": 59167, + "n_pred": 71693, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9049295381142365, + "FN": 10331, + "FP": 40711, + "IoU": 0.8263664938563906, + "TN": 96843916, + "TP": 242922, + "n_pred": 283633, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8070859958171793, + "FN": 14940, + "FP": 31734, + "IoU": 0.6765667877040774, + "TN": 96993572, + "TP": 97634, + "n_pred": 129368, + "n_ref": 112574 + }, + "11": { + "Dice": 0.5994201129253777, + "FN": 1597, + "FP": 1028, + "IoU": 0.4279799520592722, + "TN": 97133291, + "TP": 1964, + "n_pred": 2992, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7540266912103083, + "FN": 1241, + "FP": 897, + "IoU": 0.6051708217913204, + "TN": 97132465, + "TP": 3277, + "n_pred": 4174, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7362555293847303, + "FN": 11449, + "FP": 16097, + "IoU": 0.5825984180380035, + "TN": 97071886, + "TP": 38448, + "n_pred": 54545, + "n_ref": 49897 + }, + "14": { + "Dice": 0.7997877350668303, + "FN": 83607, + "FP": 6942, + "IoU": 0.666371906398877, + "TN": 96866473, + "TP": 180858, + "n_pred": 187800, + "n_ref": 264465 + }, + "15": { + "Dice": 0.3285687657578998, + "FN": 5626, + "FP": 62815, + "IoU": 0.19657929026729432, + "TN": 97052693, + "TP": 16746, + "n_pred": 79561, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9322835801721449, + "FN": 11005, + "FP": 7444, + "IoU": 0.8731565449957717, + "TN": 96992433, + "TP": 126998, + "n_pred": 134442, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9316492987542114, + "FN": 9830, + "FP": 11979, + "IoU": 0.8720444491381232, + "TN": 96967438, + "TP": 148633, + "n_pred": 160612, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9006972659368735, + "FN": 2113, + "FP": 3484, + "IoU": 0.8193350548741123, + "TN": 97106900, + "TP": 25383, + "n_pred": 28867, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8286490156143924, + "FN": 2427, + "FP": 2621, + "IoU": 0.7074301611220587, + "TN": 97120626, + "TP": 12206, + "n_pred": 14827, + "n_ref": 14633 + }, + "6": { + "Dice": 0.912941250244954, + "FN": 44487, + "FP": 233176, + "IoU": 0.8398269646885901, + "TN": 95404361, + "TP": 1455856, + "n_pred": 1689032, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9138455050038983, + "FN": 18068, + "FP": 26465, + "IoU": 0.8413586733875995, + "TN": 96857165, + "TP": 236182, + "n_pred": 262647, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9319047416509746, + "FN": 7550, + "FP": 10061, + "IoU": 0.8724921624419876, + "TN": 96999763, + "TP": 120506, + "n_pred": 130567, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8351905104241553, + "FN": 8169, + "FP": 15673, + "IoU": 0.7170189785526925, + "TN": 97053627, + "TP": 60411, + "n_pred": 76084, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9448352772490588, + "FN": 4486, + "FP": 15251, + "IoU": 0.8954386522568341, + "TN": 130578032, + "TP": 169023, + "n_pred": 184274, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8262248899973509, + "FN": 13311, + "FP": 13584, + "IoU": 0.7039039105161177, + "TN": 130675960, + "TP": 63937, + "n_pred": 77521, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7492171189979123, + "FN": 1178, + "FP": 744, + "IoU": 0.5989985395368246, + "TN": 130761999, + "TP": 2871, + "n_pred": 3615, + "n_ref": 4049 + }, + "12": { + "Dice": 0.642819196033292, + "FN": 1513, + "FP": 504, + "IoU": 0.473643006263048, + "TN": 130762960, + "TP": 1815, + "n_pred": 2319, + "n_ref": 3328 + }, + "13": { + "Dice": 0.6672167847128307, + "FN": 17704, + "FP": 25851, + "IoU": 0.5006191382512784, + "TN": 130679574, + "TP": 43663, + "n_pred": 69514, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9422347014206822, + "FN": 7747, + "FP": 10851, + "IoU": 0.8907786090980632, + "TN": 130596514, + "TP": 151680, + "n_pred": 162531, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8612612612612612, + "FN": 3934, + "FP": 4074, + "IoU": 0.7563291139240507, + "TN": 130733928, + "TP": 24856, + "n_pred": 28930, + "n_ref": 28790 + }, + "2": { + "Dice": 0.8660035869669761, + "FN": 13264, + "FP": 34104, + "IoU": 0.763674009030359, + "TN": 130566357, + "TP": 153067, + "n_pred": 187171, + "n_ref": 166331 + }, + "3": { + "Dice": 0.8503983646928166, + "FN": 33965, + "FP": 12508, + "IoU": 0.7397330854227454, + "TN": 130588233, + "TP": 132086, + "n_pred": 144594, + "n_ref": 166051 + }, + "4": { + "Dice": 0.7027802759227723, + "FN": 11572, + "FP": 3961, + "IoU": 0.5417588577160221, + "TN": 130732895, + "TP": 18364, + "n_pred": 22325, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6387620126429642, + "FN": 13828, + "FP": 5944, + "IoU": 0.46925079859340185, + "TN": 130729539, + "TP": 17481, + "n_pred": 23425, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9634768915972832, + "FN": 31393, + "FP": 67600, + "IoU": 0.9295276523858712, + "TN": 129362085, + "TP": 1305714, + "n_pred": 1373314, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.8807363186189785, + "FN": 30255, + "FP": 82219, + "IoU": 0.7868890354168088, + "TN": 130239020, + "TP": 415298, + "n_pred": 497517, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8850379677750946, + "FN": 14540, + "FP": 41491, + "IoU": 0.7937830546651012, + "TN": 130495083, + "TP": 215678, + "n_pred": 257169, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8838676948051948, + "FN": 14915, + "FP": 7977, + "IoU": 0.791902259876734, + "TN": 130656786, + "TP": 87114, + "n_pred": 95091, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7326945714696723, + "FN": 20030, + "FP": 111901, + "IoU": 0.5781515292011064, + "TN": 71923263, + "TP": 180814, + "n_pred": 292715, + "n_ref": 200844 + }, + "10": { + "Dice": 0.4756682253032672, + "FN": 30568, + "FP": 40189, + "IoU": 0.3120503247384592, + "TN": 72133156, + "TP": 32095, + "n_pred": 72284, + "n_ref": 62663 + }, + "11": { + "Dice": 0.3107520198881293, + "FN": 2187, + "FP": 31, + "IoU": 0.18395879323031641, + "TN": 72233290, + "TP": 500, + "n_pred": 531, + "n_ref": 2687 + }, + "12": { + "Dice": 0.4850665707088881, + "FN": 2723, + "FP": 139, + "IoU": 0.3201900237529691, + "TN": 72231798, + "TP": 1348, + "n_pred": 1487, + "n_ref": 4071 + }, + "13": { + "Dice": 0.40306233795710283, + "FN": 47352, + "FP": 21029, + "IoU": 0.25239703936939006, + "TN": 72144541, + "TP": 23086, + "n_pred": 44115, + "n_ref": 70438 + }, + "14": { + "Dice": 0.35447440836543753, + "FN": 41641, + "FP": 75651, + "IoU": 0.21541713490661957, + "TN": 72086512, + "TP": 32204, + "n_pred": 107855, + "n_ref": 73845 + }, + "15": { + "Dice": 0.23918163922487853, + "FN": 7296, + "FP": 126430, + "IoU": 0.13583549817119667, + "TN": 72081262, + "TP": 21020, + "n_pred": 147450, + "n_ref": 28316 + }, + "2": { + "Dice": 0.6350938041935993, + "FN": 66869, + "FP": 2569, + "IoU": 0.4653021622620588, + "TN": 72106144, + "TP": 60426, + "n_pred": 62995, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7799093537547863, + "FN": 8558, + "FP": 81570, + "IoU": 0.6392224677362539, + "TN": 71986192, + "TP": 159688, + "n_pred": 241258, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 30028, + "IoU": 0.0, + "TN": 72205980, + "TP": 0, + "n_pred": 30028, + "n_ref": 0 + }, + "5": { + "Dice": 0.8433722219289447, + "FN": 239, + "FP": 2728, + "IoU": 0.7291647649475126, + "TN": 72225053, + "TP": 7988, + "n_pred": 10716, + "n_ref": 8227 + }, + "6": { + "Dice": 0.8028869443212525, + "FN": 256299, + "FP": 360164, + "IoU": 0.6706859811716163, + "TN": 70364047, + "TP": 1255498, + "n_pred": 1615662, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.5118633911301254, + "FN": 88127, + "FP": 390859, + "IoU": 0.34396263627896784, + "TN": 71505888, + "TP": 251134, + "n_pred": 641993, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9315107632388213, + "FN": 5634, + "FP": 3475, + "IoU": 0.8718017282630113, + "TN": 72164954, + "TP": 61945, + "n_pred": 65420, + "n_ref": 67579 + }, + "9": { + "Dice": 0.5814328783917335, + "FN": 26381, + "FP": 7078, + "IoU": 0.40987336413982856, + "TN": 72179310, + "TP": 23239, + "n_pred": 30317, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8441068683612845, + "FN": 9643, + "FP": 19666, + "IoU": 0.7302637633676305, + "TN": 52444462, + "TP": 79349, + "n_pred": 99015, + "n_ref": 88992 + }, + "10": { + "Dice": 0.2204381418714826, + "FN": 40251, + "FP": 8785, + "IoU": 0.12387214350801336, + "TN": 52497151, + "TP": 6933, + "n_pred": 15718, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 150, + "IoU": 0.0, + "TN": 52550928, + "TP": 0, + "n_pred": 150, + "n_ref": 2042 + }, + "12": { + "Dice": 0.017040731504571905, + "FN": 4025, + "FP": 705, + "IoU": 0.008593586250261999, + "TN": 52548349, + "TP": 41, + "n_pred": 746, + "n_ref": 4066 + }, + "13": { + "Dice": 0.43569505628976996, + "FN": 14494, + "FP": 3952, + "IoU": 0.27852309617866783, + "TN": 52527553, + "TP": 7121, + "n_pred": 11073, + "n_ref": 21615 + }, + "14": { + "Dice": 0.3120429330144871, + "FN": 44615, + "FP": 4867, + "IoU": 0.18486425935687928, + "TN": 52492416, + "TP": 11222, + "n_pred": 16089, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 63348, + "IoU": 0.0, + "TN": 52464503, + "TP": 0, + "n_pred": 63348, + "n_ref": 25269 + }, + "2": { + "Dice": 0.7080785695849909, + "FN": 55517, + "FP": 10083, + "IoU": 0.5480817586233028, + "TN": 52407961, + "TP": 79559, + "n_pred": 89642, + "n_ref": 135076 + }, + "3": { + "Dice": 0.8132034191178886, + "FN": 19321, + "FP": 37541, + "IoU": 0.6852087646843894, + "TN": 52372486, + "TP": 123772, + "n_pred": 161313, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 63, + "IoU": 0.0, + "TN": 52551177, + "TP": 0, + "n_pred": 63, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7188300919644203, + "FN": 1514, + "FP": 2216, + "IoU": 0.5610731936926335, + "TN": 52544622, + "TP": 4768, + "n_pred": 6984, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9156047950770747, + "FN": 59523, + "FP": 71973, + "IoU": 0.8443460381606469, + "TN": 51708323, + "TP": 713301, + "n_pred": 785274, + "n_ref": 772824 + }, + "7": { + "Dice": 0.4171835262109891, + "FN": 140162, + "FP": 7649, + "IoU": 0.26357037162515634, + "TN": 52352407, + "TP": 52902, + "n_pred": 60551, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8044046799724708, + "FN": 18624, + "FP": 1270, + "IoU": 0.6728068155652774, + "TN": 52492318, + "TP": 40908, + "n_pred": 42178, + "n_ref": 59532 + }, + "9": { + "Dice": 0.7617948106058163, + "FN": 19033, + "FP": 17900, + "IoU": 0.6152411709553078, + "TN": 52457130, + "TP": 59057, + "n_pred": 76957, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9623897083820758, + "FN": 16712, + "FP": 4861, + "IoU": 0.9275059395193946, + "TN": 143839667, + "TP": 276010, + "n_pred": 280871, + "n_ref": 292722 + }, + "10": { + "Dice": 0.7786206236308448, + "FN": 29148, + "FP": 10163, + "IoU": 0.6374928533225134, + "TN": 144028808, + "TP": 69131, + "n_pred": 79294, + "n_ref": 98279 + }, + "11": { + "Dice": 0.5398671096345515, + "FN": 4019, + "FP": 413, + "IoU": 0.36973833902161546, + "TN": 144130218, + "TP": 2600, + "n_pred": 3013, + "n_ref": 6619 + }, + "12": { + "Dice": 0.5393586005830904, + "FN": 3241, + "FP": 867, + "IoU": 0.36926147704590817, + "TN": 144130737, + "TP": 2405, + "n_pred": 3272, + "n_ref": 5646 + }, + "13": { + "Dice": 0.7948244176722828, + "FN": 24505, + "FP": 16692, + "IoU": 0.6595092278065673, + "TN": 144016257, + "TP": 79796, + "n_pred": 96488, + "n_ref": 104301 + }, + "14": { + "Dice": 0.8697096858467769, + "FN": 90505, + "FP": 5249, + "IoU": 0.7694569040860402, + "TN": 143721909, + "TP": 319587, + "n_pred": 324836, + "n_ref": 410092 + }, + "15": { + "Dice": 0.5070005256367373, + "FN": 6751, + "FP": 24200, + "IoU": 0.33958520035846884, + "TN": 144090384, + "TP": 15915, + "n_pred": 40115, + "n_ref": 22666 + }, + "2": { + "Dice": 0.8928387972472351, + "FN": 6808, + "FP": 24693, + "IoU": 0.8064216800835741, + "TN": 143974520, + "TP": 131229, + "n_pred": 155922, + "n_ref": 138037 + }, + "3": { + "Dice": 0.8961723162975547, + "FN": 28077, + "FP": 5781, + "IoU": 0.8118770071897676, + "TN": 143957272, + "TP": 146120, + "n_pred": 151901, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9261072439378872, + "FN": 2742, + "FP": 4986, + "IoU": 0.8623833606382221, + "TN": 144081094, + "TP": 48428, + "n_pred": 53414, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7280013759889921, + "FN": 10969, + "FP": 4845, + "IoU": 0.5723287448954756, + "TN": 144100273, + "TP": 21163, + "n_pred": 26008, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8520213420362444, + "FN": 34449, + "FP": 425503, + "IoU": 0.7421926671942927, + "TN": 142353158, + "TP": 1324140, + "n_pred": 1749643, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.8415362064796905, + "FN": 26303, + "FP": 57589, + "IoU": 0.7264242621881624, + "TN": 143830600, + "TP": 222758, + "n_pred": 280347, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8692965234064483, + "FN": 20794, + "FP": 41851, + "IoU": 0.7688103392282484, + "TN": 143866282, + "TP": 208323, + "n_pred": 250174, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8732166664917014, + "FN": 11280, + "FP": 12874, + "IoU": 0.7749641306575735, + "TN": 144029916, + "TP": 83180, + "n_pred": 96054, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.919000337723742, + "FN": 9925, + "FP": 26051, + "IoU": 0.8501393384236637, + "TN": 111538857, + "TP": 204087, + "n_pred": 230138, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6348542384763686, + "FN": 18835, + "FP": 12416, + "IoU": 0.46504502037043377, + "TN": 111720502, + "TP": 27167, + "n_pred": 39583, + "n_ref": 46002 + }, + "11": { + "Dice": 0.6532393420610944, + "FN": 1849, + "FP": 217, + "IoU": 0.48504486540378866, + "TN": 111774908, + "TP": 1946, + "n_pred": 2163, + "n_ref": 3795 + }, + "12": { + "Dice": 0.5276451563221931, + "FN": 2947, + "FP": 120, + "IoU": 0.3583682008368201, + "TN": 111774140, + "TP": 1713, + "n_pred": 1833, + "n_ref": 4660 + }, + "13": { + "Dice": 0.6103365453623341, + "FN": 21052, + "FP": 19669, + "IoU": 0.4391973778438826, + "TN": 111706308, + "TP": 31891, + "n_pred": 51560, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8402433528616494, + "FN": 6209, + "FP": 26405, + "IoU": 0.7244997085680979, + "TN": 111660539, + "TP": 85767, + "n_pred": 112172, + "n_ref": 91976 + }, + "15": { + "Dice": 0.5401540763731086, + "FN": 5859, + "FP": 2438, + "IoU": 0.3700075930144267, + "TN": 111765750, + "TP": 4873, + "n_pred": 7311, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8793577664402109, + "FN": 41017, + "FP": 4337, + "IoU": 0.7846909032215186, + "TN": 111568274, + "TP": 165292, + "n_pred": 169629, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7474096840090546, + "FN": 2521, + "FP": 38654, + "IoU": 0.5966912520936793, + "TN": 111676827, + "TP": 60918, + "n_pred": 99572, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8616636274372282, + "FN": 3322, + "FP": 1609, + "IoU": 0.7569499211356467, + "TN": 111758632, + "TP": 15357, + "n_pred": 16966, + "n_ref": 18679 + }, + "5": { + "Dice": 0.5358058788715723, + "FN": 15552, + "FP": 3272, + "IoU": 0.3659390999730531, + "TN": 111749232, + "TP": 10864, + "n_pred": 14136, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9654114512255865, + "FN": 42753, + "FP": 42661, + "IoU": 0.9331356435070008, + "TN": 110501498, + "TP": 1192008, + "n_pred": 1234669, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.8649738760327947, + "FN": 48173, + "FP": 11215, + "IoU": 0.7620739802970269, + "TN": 111529313, + "TP": 190219, + "n_pred": 201434, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8519736000146261, + "FN": 44244, + "FP": 36722, + "IoU": 0.7421202160729756, + "TN": 111464952, + "TP": 233002, + "n_pred": 269724, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8183520091163144, + "FN": 20015, + "FP": 6765, + "IoU": 0.6925514327700221, + "TN": 111691816, + "TP": 60324, + "n_pred": 67089, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8779811018616989, + "FN": 21754, + "FP": 18174, + "IoU": 0.7825011711643007, + "TN": 198904297, + "TP": 143650, + "n_pred": 161824, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7223539660262305, + "FN": 18349, + "FP": 16073, + "IoU": 0.5653787878787879, + "TN": 199008675, + "TP": 44778, + "n_pred": 60851, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7324181117533719, + "FN": 1394, + "FP": 828, + "IoU": 0.5778073342200266, + "TN": 199082612, + "TP": 3041, + "n_pred": 3869, + "n_ref": 4435 + }, + "12": { + "Dice": 0.6940753478192903, + "FN": 1115, + "FP": 842, + "IoU": 0.5314819248264304, + "TN": 199083698, + "TP": 2220, + "n_pred": 3062, + "n_ref": 3335 + }, + "13": { + "Dice": 0.342927240103995, + "FN": 26229, + "FP": 9659, + "IoU": 0.2069476056836011, + "TN": 199042622, + "TP": 9365, + "n_pred": 19024, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5087506139647907, + "FN": 27268, + "FP": 10738, + "IoU": 0.3411572998647852, + "TN": 199030189, + "TP": 19680, + "n_pred": 30418, + "n_ref": 46948 + }, + "15": { + "Dice": 0.8100189593427428, + "FN": 42437, + "FP": 2655, + "IoU": 0.6806990461758521, + "TN": 198946654, + "TP": 96129, + "n_pred": 98784, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9071024328476903, + "FN": 12091, + "FP": 11973, + "IoU": 0.829997668684785, + "TN": 198946324, + "TP": 117487, + "n_pred": 129460, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9273092468022308, + "FN": 6561, + "FP": 14176, + "IoU": 0.864470252994961, + "TN": 198934868, + "TP": 132270, + "n_pred": 146446, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8053821075316351, + "FN": 2545, + "FP": 4499, + "IoU": 0.6741754937786206, + "TN": 199066256, + "TP": 14575, + "n_pred": 19074, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6891090092102976, + "FN": 6189, + "FP": 6334, + "IoU": 0.5256798727369139, + "TN": 199061473, + "TP": 13879, + "n_pred": 20213, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9377267903254873, + "FN": 54512, + "FP": 91653, + "IoU": 0.8827548146609222, + "TN": 197841214, + "TP": 1100496, + "n_pred": 1192149, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8506238815104207, + "FN": 18571, + "FP": 29758, + "IoU": 0.740074435014575, + "TN": 198901941, + "TP": 137605, + "n_pred": 167363, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9080779251981062, + "FN": 8745, + "FP": 13446, + "IoU": 0.8316325369306757, + "TN": 198956074, + "TP": 109610, + "n_pred": 123056, + "n_ref": 118355 + }, + "9": { + "Dice": 0.893007902078495, + "FN": 11692, + "FP": 10283, + "IoU": 0.8066976302316989, + "TN": 198974193, + "TP": 91707, + "n_pred": 101990, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8753567837668768, + "FN": 11559, + "FP": 37656, + "IoU": 0.7783417630871364, + "TN": 130853161, + "TP": 172816, + "n_pred": 210472, + "n_ref": 184375 + }, + "10": { + "Dice": 0.6933154748617208, + "FN": 12840, + "FP": 48983, + "IoU": 0.530591326003766, + "TN": 130943488, + "TP": 69881, + "n_pred": 118864, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6120815138282387, + "FN": 1548, + "FP": 1650, + "IoU": 0.4410068169900367, + "TN": 131069471, + "TP": 2523, + "n_pred": 4173, + "n_ref": 4071 + }, + "12": { + "Dice": 0.6850954100051573, + "FN": 1314, + "FP": 1739, + "IoU": 0.5210229055538124, + "TN": 131068818, + "TP": 3321, + "n_pred": 5060, + "n_ref": 4635 + }, + "13": { + "Dice": 0.5617272259949677, + "FN": 48634, + "FP": 16162, + "IoU": 0.39055680963130174, + "TN": 130968872, + "TP": 41524, + "n_pred": 57686, + "n_ref": 90158 + }, + "14": { + "Dice": 0.49210085276285304, + "FN": 16680, + "FP": 65750, + "IoU": 0.3263486511445453, + "TN": 130952829, + "TP": 39933, + "n_pred": 105683, + "n_ref": 56613 + }, + "15": { + "Dice": 0.5532904578360612, + "FN": 2243, + "FP": 38668, + "IoU": 0.3824475070569233, + "TN": 131008945, + "TP": 25336, + "n_pred": 64004, + "n_ref": 27579 + }, + "2": { + "Dice": 0.9096008562075044, + "FN": 15775, + "FP": 12943, + "IoU": 0.8341907285838833, + "TN": 130901993, + "TP": 144481, + "n_pred": 157424, + "n_ref": 160256 + }, + "3": { + "Dice": 0.6967932118432495, + "FN": 10189, + "FP": 146360, + "IoU": 0.5346758612489968, + "TN": 130738762, + "TP": 179881, + "n_pred": 326241, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8008212898707583, + "FN": 22766, + "FP": 2262, + "IoU": 0.6678081282684293, + "TN": 130999850, + "TP": 50314, + "n_pred": 52576, + "n_ref": 73080 + }, + "5": { + "Dice": 0.6815669900528061, + "FN": 6374, + "FP": 1405, + "IoU": 0.5169523099850969, + "TN": 131059088, + "TP": 8325, + "n_pred": 9730, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8683867719418698, + "FN": 45056, + "FP": 386257, + "IoU": 0.767388318208367, + "TN": 129220973, + "TP": 1422906, + "n_pred": 1809163, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.5522313585262725, + "FN": 131398, + "FP": 915833, + "IoU": 0.3814361927083456, + "TN": 129382188, + "TP": 645773, + "n_pred": 1561606, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9174644022602724, + "FN": 9824, + "FP": 11472, + "IoU": 0.84751430269442, + "TN": 130935533, + "TP": 118363, + "n_pred": 129835, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6875833398697937, + "FN": 26096, + "FP": 9751, + "IoU": 0.523906287353574, + "TN": 130999898, + "TP": 39447, + "n_pred": 49198, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8676211571856967, + "FN": 5198, + "FP": 58988, + "IoU": 0.7661933660199762, + "TN": 101342674, + "TP": 210340, + "n_pred": 269328, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8015647631756024, + "FN": 10682, + "FP": 6717, + "IoU": 0.6688427864484202, + "TN": 101564660, + "TP": 35141, + "n_pred": 41858, + "n_ref": 45823 + }, + "11": { + "Dice": 0.7520689264255753, + "FN": 1642, + "FP": 545, + "IoU": 0.6026526162790697, + "TN": 101611696, + "TP": 3317, + "n_pred": 3862, + "n_ref": 4959 + }, + "12": { + "Dice": 0.63353889943074, + "FN": 2819, + "FP": 271, + "IoU": 0.4636347856274952, + "TN": 101611439, + "TP": 2671, + "n_pred": 2942, + "n_ref": 5490 + }, + "13": { + "Dice": 0.73276005467603, + "FN": 9425, + "FP": 27526, + "IoU": 0.5782330784157059, + "TN": 101529590, + "TP": 50659, + "n_pred": 78185, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8965796070186788, + "FN": 786, + "FP": 13283, + "IoU": 0.8125458009673164, + "TN": 101542147, + "TP": 60984, + "n_pred": 74267, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7834456485663573, + "FN": 6120, + "FP": 8887, + "IoU": 0.6439873793087088, + "TN": 101575047, + "TP": 27146, + "n_pred": 36033, + "n_ref": 33266 + }, + "2": { + "Dice": 0.8921539527060454, + "FN": 28071, + "FP": 6809, + "IoU": 0.8053049924086809, + "TN": 101438048, + "TP": 144272, + "n_pred": 151081, + "n_ref": 172343 + }, + "3": { + "Dice": 0.9081351358063529, + "FN": 8424, + "FP": 24867, + "IoU": 0.831728509257434, + "TN": 101419359, + "TP": 164550, + "n_pred": 189417, + "n_ref": 172974 + }, + "4": { + "Dice": 0.28534288577750877, + "FN": 1835, + "FP": 70186, + "IoU": 0.1664139631245732, + "TN": 101530801, + "TP": 14378, + "n_pred": 84564, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7349934119452274, + "FN": 8337, + "FP": 7552, + "IoU": 0.5810194341164993, + "TN": 101579277, + "TP": 22034, + "n_pred": 29586, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8871817831974331, + "FN": 165449, + "FP": 182538, + "IoU": 0.7972387311797884, + "TN": 99900960, + "TP": 1368253, + "n_pred": 1550791, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8875455539358601, + "FN": 38164, + "FP": 60580, + "IoU": 0.7978264252311573, + "TN": 101128788, + "TP": 389668, + "n_pred": 450248, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9096181530556251, + "FN": 33856, + "FP": 5509, + "IoU": 0.834219824554754, + "TN": 101379747, + "TP": 198088, + "n_pred": 203597, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9011936058985284, + "FN": 6440, + "FP": 9909, + "IoU": 0.820156863607863, + "TN": 101526293, + "TP": 74558, + "n_pred": 84467, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9473956933942348, + "FN": 14129, + "FP": 7799, + "IoU": 0.9000492278520247, + "TN": 118962824, + "TP": 197460, + "n_pred": 205259, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7195478857604198, + "FN": 16578, + "FP": 33444, + "IoU": 0.5619482976040353, + "TN": 119068020, + "TP": 64170, + "n_pred": 97614, + "n_ref": 80748 + }, + "11": { + "Dice": 0.5695772909595804, + "FN": 2192, + "FP": 598, + "IoU": 0.3981880931837791, + "TN": 119177576, + "TP": 1846, + "n_pred": 2444, + "n_ref": 4038 + }, + "12": { + "Dice": 0.461848635235732, + "FN": 2646, + "FP": 824, + "IoU": 0.3002621496269409, + "TN": 119177253, + "TP": 1489, + "n_pred": 2313, + "n_ref": 4135 + }, + "13": { + "Dice": 0.6800829231832348, + "FN": 8963, + "FP": 13722, + "IoU": 0.5152467038485373, + "TN": 119135415, + "TP": 24112, + "n_pred": 37834, + "n_ref": 33075 + }, + "14": { + "Dice": 0.006354291816846883, + "FN": 65629, + "FP": 8805, + "IoU": 0.003187272337690165, + "TN": 119107540, + "TP": 238, + "n_pred": 9043, + "n_ref": 65867 + }, + "15": { + "Dice": 0.17100892671787418, + "FN": 10835, + "FP": 85003, + "IoU": 0.09349904940268437, + "TN": 119076489, + "TP": 9885, + "n_pred": 94888, + "n_ref": 20720 + }, + "2": { + "Dice": 0.911323818660264, + "FN": 23443, + "FP": 9649, + "IoU": 0.8370935584709676, + "TN": 118979077, + "TP": 170043, + "n_pred": 179692, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9250385722394905, + "FN": 12039, + "FP": 17938, + "IoU": 0.86053187430794, + "TN": 118967274, + "TP": 184961, + "n_pred": 202899, + "n_ref": 197000 + }, + "4": { + "Dice": 0.7774886591291132, + "FN": 9573, + "FP": 9753, + "IoU": 0.6359766434356753, + "TN": 119129122, + "TP": 33764, + "n_pred": 43517, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8575121366874724, + "FN": 4121, + "FP": 399, + "IoU": 0.7505656420727332, + "TN": 119164091, + "TP": 13601, + "n_pred": 14000, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9438652798236633, + "FN": 62037, + "FP": 137421, + "IoU": 0.8936978036912483, + "TN": 117305882, + "TP": 1676872, + "n_pred": 1814293, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.8349752226750342, + "FN": 24410, + "FP": 83587, + "IoU": 0.7167016864587514, + "TN": 118800999, + "TP": 273216, + "n_pred": 356803, + "n_ref": 297626 + }, + "8": { + "Dice": 0.952399581884089, + "FN": 4262, + "FP": 3525, + "IoU": 0.9091248584999242, + "TN": 119096523, + "TP": 77902, + "n_pred": 81427, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8768892376162484, + "FN": 17349, + "FP": 1793, + "IoU": 0.7807682616762489, + "TN": 119094898, + "TP": 68172, + "n_pred": 69965, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 79170, + "IoU": 0.0, + "TN": 61253310, + "TP": 0, + "n_pred": 79170, + "n_ref": 0 + }, + "10": { + "Dice": 0.7198812198615108, + "FN": 7034, + "FP": 14285, + "IoU": 0.5623550181676349, + "TN": 61283767, + "TP": 27394, + "n_pred": 41679, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7838725985844287, + "FN": 763, + "FP": 947, + "IoU": 0.6445645395967574, + "TN": 61327669, + "TP": 3101, + "n_pred": 4048, + "n_ref": 3864 + }, + "12": { + "Dice": 0.4156193895870736, + "FN": 3461, + "FP": 445, + "IoU": 0.2623229461756374, + "TN": 61327185, + "TP": 1389, + "n_pred": 1834, + "n_ref": 4850 + }, + "13": { + "Dice": 0.5046153226699415, + "FN": 27631, + "FP": 21582, + "IoU": 0.33744850426775086, + "TN": 61258202, + "TP": 25065, + "n_pred": 46647, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9046632412827692, + "FN": 43093, + "FP": 4853, + "IoU": 0.8259224700376504, + "TN": 61057051, + "TP": 227483, + "n_pred": 232336, + "n_ref": 270576 + }, + "15": { + "Dice": 0.7885140841571862, + "FN": 26804, + "FP": 11509, + "IoU": 0.6508652505535963, + "TN": 61222743, + "TP": 71424, + "n_pred": 82933, + "n_ref": 98228 + }, + "2": { + "Dice": 0.777720017572119, + "FN": 54721, + "FP": 5997, + "IoU": 0.6362863081724462, + "TN": 61165541, + "TP": 106221, + "n_pred": 112218, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7952437173216395, + "FN": 6055, + "FP": 57073, + "IoU": 0.6600867982640347, + "TN": 61146762, + "TP": 122590, + "n_pred": 179663, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9136370168127604, + "FN": 4041, + "FP": 3171, + "IoU": 0.841005291005291, + "TN": 61287120, + "TP": 38148, + "n_pred": 41319, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7895198549622785, + "FN": 1822, + "FP": 1777, + "IoU": 0.6522369311044546, + "TN": 61322131, + "TP": 6750, + "n_pred": 8527, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9341423957808658, + "FN": 23781, + "FP": 142926, + "IoU": 0.8764232596203455, + "TN": 59983464, + "TP": 1182309, + "n_pred": 1325235, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.40261827636027087, + "FN": 147239, + "FP": 21872, + "IoU": 0.2520488812422877, + "TN": 61106381, + "TP": 56988, + "n_pred": 78860, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9252514805648925, + "FN": 7065, + "FP": 5077, + "IoU": 0.8609004467865735, + "TN": 61245190, + "TP": 75148, + "n_pred": 80225, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8627629888151341, + "FN": 6640, + "FP": 11409, + "IoU": 0.7586483559097655, + "TN": 61257697, + "TP": 56734, + "n_pred": 68143, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9639975664811203, + "FN": 7611, + "FP": 5053, + "IoU": 0.9304973958476255, + "TN": 148925291, + "TP": 169545, + "n_pred": 174598, + "n_ref": 177156 + }, + "10": { + "Dice": 0.7948500942949867, + "FN": 13164, + "FP": 17621, + "IoU": 0.6595445848954359, + "TN": 149017077, + "TP": 59638, + "n_pred": 77259, + "n_ref": 72802 + }, + "11": { + "Dice": 0.7824327059299737, + "FN": 671, + "FP": 404, + "IoU": 0.6426196808510638, + "TN": 149104492, + "TP": 1933, + "n_pred": 2337, + "n_ref": 2604 + }, + "12": { + "Dice": 0.3365455893254262, + "FN": 1643, + "FP": 147, + "IoU": 0.20231729055258468, + "TN": 149105256, + "TP": 454, + "n_pred": 601, + "n_ref": 2097 + }, + "13": { + "Dice": 0.6080675153769132, + "FN": 41857, + "FP": 12943, + "IoU": 0.4368512999691707, + "TN": 149010190, + "TP": 42510, + "n_pred": 55453, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9063413793627707, + "FN": 3645, + "FP": 14836, + "IoU": 0.8287242127115345, + "TN": 148999598, + "TP": 89421, + "n_pred": 104257, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7519769586417726, + "FN": 8279, + "FP": 11355, + "IoU": 0.6025345155674319, + "TN": 149058102, + "TP": 29764, + "n_pred": 41119, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9437462948124117, + "FN": 12138, + "FP": 5132, + "IoU": 0.8934844821631223, + "TN": 148945364, + "TP": 144866, + "n_pred": 149998, + "n_ref": 157004 + }, + "3": { + "Dice": 0.7146849238507754, + "FN": 19166, + "FP": 13506, + "IoU": 0.5560386998586803, + "TN": 149033908, + "TP": 40920, + "n_pred": 54426, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9104784379400905, + "FN": 1912, + "FP": 2792, + "IoU": 0.8356681222707424, + "TN": 149078875, + "TP": 23921, + "n_pred": 26713, + "n_ref": 25833 + }, + "5": { + "Dice": 0.3391000189071658, + "FN": 26542, + "FP": 1422, + "IoU": 0.20416642950651717, + "TN": 149072362, + "TP": 7174, + "n_pred": 8596, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9668774150112984, + "FN": 26082, + "FP": 47912, + "IoU": 0.9358786934484375, + "TN": 147953531, + "TP": 1079975, + "n_pred": 1127887, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.7996733519341259, + "FN": 69491, + "FP": 33540, + "IoU": 0.6662131122579559, + "TN": 148798827, + "TP": 205642, + "n_pred": 239182, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9348932769723559, + "FN": 19068, + "FP": 10181, + "IoU": 0.8777461044606434, + "TN": 148868252, + "TP": 209999, + "n_pred": 220180, + "n_ref": 229067 + }, + "9": { + "Dice": 0.865426296179042, + "FN": 16413, + "FP": 5691, + "IoU": 0.7627766210908155, + "TN": 149014322, + "TP": 71074, + "n_pred": 76765, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5915441636152541, + "FN": 266722, + "FP": 76289, + "IoU": 0.4199948257757532, + "TN": 100121407, + "TP": 248382, + "n_pred": 324671, + "n_ref": 515104 + }, + "10": { + "Dice": 0.4546784702996874, + "FN": 16874, + "FP": 34931, + "IoU": 0.29422904008065176, + "TN": 100639398, + "TP": 21597, + "n_pred": 56528, + "n_ref": 38471 + }, + "11": { + "Dice": 0.33159452981813053, + "FN": 2305, + "FP": 2436, + "IoU": 0.19874936623288827, + "TN": 100706883, + "TP": 1176, + "n_pred": 3612, + "n_ref": 3481 + }, + "12": { + "Dice": 0.4357057740223161, + "FN": 3862, + "FP": 1347, + "IoU": 0.2785318559556787, + "TN": 100705580, + "TP": 2011, + "n_pred": 3358, + "n_ref": 5873 + }, + "13": { + "Dice": 0.008439572216392417, + "FN": 38966, + "FP": 5445, + "IoU": 0.004237668161434977, + "TN": 100668200, + "TP": 189, + "n_pred": 5634, + "n_ref": 39155 + }, + "14": { + "Dice": 0.2548900841162781, + "FN": 125911, + "FP": 37698, + "IoU": 0.14605961595674163, + "TN": 100521207, + "TP": 27984, + "n_pred": 65682, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8141498556579484, + "FN": 1353, + "FP": 41523, + "IoU": 0.6865537433565565, + "TN": 100576011, + "TP": 93913, + "n_pred": 135436, + "n_ref": 95266 + }, + "2": { + "Dice": 0.4468178902436771, + "FN": 148524, + "FP": 61033, + "IoU": 0.287679009072399, + "TN": 100418611, + "TP": 84632, + "n_pred": 145665, + "n_ref": 233156 + }, + "3": { + "Dice": 0.5554912251680527, + "FN": 76191, + "FP": 160277, + "IoU": 0.38455372154639766, + "TN": 100328578, + "TP": 147754, + "n_pred": 308031, + "n_ref": 223945 + }, + "4": { + "Dice": 0.6267737455467665, + "FN": 21322, + "FP": 21945, + "IoU": 0.45642423709436286, + "TN": 100633203, + "TP": 36330, + "n_pred": 58275, + "n_ref": 57652 + }, + "5": { + "Dice": 0.25635799323667025, + "FN": 13706, + "FP": 2347, + "IoU": 0.14702444208289053, + "TN": 100693980, + "TP": 2767, + "n_pred": 5114, + "n_ref": 16473 + }, + "6": { + "Dice": 0.5058552009225075, + "FN": 1159931, + "FP": 633867, + "IoU": 0.3385583520652283, + "TN": 98000848, + "TP": 918154, + "n_pred": 1552021, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.5651266024644505, + "FN": 31432, + "FP": 185365, + "IoU": 0.39385119511942807, + "TN": 100355137, + "TP": 140866, + "n_pred": 326231, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9036061120543294, + "FN": 6208, + "FP": 15083, + "IoU": 0.8241619385049924, + "TN": 100591717, + "TP": 99792, + "n_pred": 114875, + "n_ref": 106000 + }, + "9": { + "Dice": 0.6363184109421545, + "FN": 48773, + "FP": 11904, + "IoU": 0.466618025826528, + "TN": 100599041, + "TP": 53082, + "n_pred": 64986, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9649704757495228, + "FN": 1762, + "FP": 3761, + "IoU": 0.9323120289233409, + "TN": 78869105, + "TP": 76072, + "n_pred": 79833, + "n_ref": 77834 + }, + "10": { + "Dice": 0.6826940868599826, + "FN": 13117, + "FP": 10891, + "IoU": 0.5182502257449584, + "TN": 78900865, + "TP": 25827, + "n_pred": 36718, + "n_ref": 38944 + }, + "11": { + "Dice": 0.2727050183598531, + "FN": 811, + "FP": 2160, + "IoU": 0.1578798185941043, + "TN": 78947172, + "TP": 557, + "n_pred": 2717, + "n_ref": 1368 + }, + "12": { + "Dice": 0.21559322033898304, + "FN": 2242, + "FP": 72, + "IoU": 0.12082066869300911, + "TN": 78948068, + "TP": 318, + "n_pred": 390, + "n_ref": 2560 + }, + "13": { + "Dice": 0.32802168570921897, + "FN": 46457, + "FP": 6593, + "IoU": 0.1961877632655535, + "TN": 78884702, + "TP": 12948, + "n_pred": 19541, + "n_ref": 59405 + }, + "14": { + "Dice": 0.2842228719626014, + "FN": 18666, + "FP": 24665, + "IoU": 0.16565255901721415, + "TN": 78898766, + "TP": 8603, + "n_pred": 33268, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8840642292806192, + "FN": 3842, + "FP": 10656, + "IoU": 0.792217843067001, + "TN": 78880925, + "TP": 55277, + "n_pred": 65933, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8845896617190196, + "FN": 18116, + "FP": 3282, + "IoU": 0.7930620968443856, + "TN": 78847297, + "TP": 82005, + "n_pred": 85287, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9271316620531015, + "FN": 1447, + "FP": 11636, + "IoU": 0.8641616396540446, + "TN": 78854387, + "TP": 83230, + "n_pred": 94866, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8362147644006362, + "FN": 1094, + "FP": 5187, + "IoU": 0.7185301366793636, + "TN": 78928385, + "TP": 16034, + "n_pred": 21221, + "n_ref": 17128 + }, + "5": { + "Dice": 0.32566231363826553, + "FN": 27404, + "FP": 3217, + "IoU": 0.19450217019597527, + "TN": 78912685, + "TP": 7394, + "n_pred": 10611, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9304900742005542, + "FN": 48790, + "FP": 49563, + "IoU": 0.8700153703622938, + "TN": 78194049, + "TP": 658298, + "n_pred": 707861, + "n_ref": 707088 + }, + "7": { + "Dice": 0.5156940073146834, + "FN": 458214, + "FP": 35581, + "IoU": 0.34743106196163837, + "TN": 78194006, + "TP": 262899, + "n_pred": 298480, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8448162068654083, + "FN": 87904, + "FP": 1444, + "IoU": 0.731326228680026, + "TN": 78618148, + "TP": 243204, + "n_pred": 244648, + "n_ref": 331108 + }, + "9": { + "Dice": 0.6310459424260116, + "FN": 28945, + "FP": 3917, + "IoU": 0.46096940867710984, + "TN": 78889735, + "TP": 28103, + "n_pred": 32020, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8541917652894905, + "FN": 3559, + "FP": 45821, + "IoU": 0.7454927791693725, + "TN": 104810418, + "TP": 144642, + "n_pred": 190463, + "n_ref": 148201 + }, + "10": { + "Dice": 0.7531249092861911, + "FN": 22373, + "FP": 20150, + "IoU": 0.604009908366237, + "TN": 104897056, + "TP": 64861, + "n_pred": 85011, + "n_ref": 87234 + }, + "11": { + "Dice": 0.7926571579503434, + "FN": 1330, + "FP": 240, + "IoU": 0.6565302997155983, + "TN": 104999869, + "TP": 3001, + "n_pred": 3241, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6794277257030094, + "FN": 1390, + "FP": 1859, + "IoU": 0.5144949193066348, + "TN": 104997748, + "TP": 3443, + "n_pred": 5302, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8137234354696735, + "FN": 19579, + "FP": 7085, + "IoU": 0.685947493021448, + "TN": 104919537, + "TP": 58239, + "n_pred": 65324, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9373611487401788, + "FN": 886, + "FP": 8362, + "IoU": 0.8821069807760951, + "TN": 104925996, + "TP": 69196, + "n_pred": 77558, + "n_ref": 70082 + }, + "15": { + "Dice": 0.7791170311977618, + "FN": 2221, + "FP": 10332, + "IoU": 0.6381586532918252, + "TN": 104969748, + "TP": 22139, + "n_pred": 32471, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8726445723801741, + "FN": 30314, + "FP": 10677, + "IoU": 0.774063397399505, + "TN": 104823013, + "TP": 140436, + "n_pred": 151113, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8798644359232344, + "FN": 12312, + "FP": 26255, + "IoU": 0.7854981701687449, + "TN": 104824642, + "TP": 141231, + "n_pred": 167486, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2587, + "IoU": 0.0, + "TN": 105001853, + "TP": 0, + "n_pred": 2587, + "n_ref": 0 + }, + "5": { + "Dice": 0.6662212677960709, + "FN": 9139, + "FP": 11844, + "IoU": 0.49949909359793915, + "TN": 104962516, + "TP": 20941, + "n_pred": 32785, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9158748848317331, + "FN": 27093, + "FP": 194965, + "IoU": 0.8448055229211993, + "TN": 103573603, + "TP": 1208779, + "n_pred": 1403744, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8286333318851448, + "FN": 10754, + "FP": 79967, + "IoU": 0.7074072999009866, + "TN": 104694381, + "TP": 219338, + "n_pred": 299305, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9145415845578991, + "FN": 53381, + "FP": 5077, + "IoU": 0.8425394944175836, + "TN": 104633185, + "TP": 312797, + "n_pred": 317874, + "n_ref": 366178 + }, + "9": { + "Dice": 0.8866317622808934, + "FN": 10321, + "FP": 10964, + "IoU": 0.7963508677931074, + "TN": 104899922, + "TP": 83233, + "n_pred": 94197, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8434694578709812, + "FN": 96511, + "FP": 22857, + "IoU": 0.7293101454270857, + "TN": 177235311, + "TP": 321609, + "n_pred": 344466, + "n_ref": 418120 + }, + "10": { + "Dice": 0.4243002493525653, + "FN": 45501, + "FP": 26302, + "IoU": 0.2692773475265359, + "TN": 177578025, + "TP": 26460, + "n_pred": 52762, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7431554524361949, + "FN": 1540, + "FP": 674, + "IoU": 0.5912866900498431, + "TN": 177670871, + "TP": 3203, + "n_pred": 3877, + "n_ref": 4743 + }, + "12": { + "Dice": 0.619656236227413, + "FN": 2386, + "FP": 1066, + "IoU": 0.44891443167305234, + "TN": 177670024, + "TP": 2812, + "n_pred": 3878, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8310675880621187, + "FN": 16531, + "FP": 8086, + "IoU": 0.7109629090396741, + "TN": 177591119, + "TP": 60552, + "n_pred": 68638, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9411137585336562, + "FN": 2976, + "FP": 6193, + "IoU": 0.8887770203061695, + "TN": 177593850, + "TP": 73269, + "n_pred": 79462, + "n_ref": 76245 + }, + "15": { + "Dice": 0.49939898289412854, + "FN": 1565, + "FP": 41747, + "IoU": 0.33279930987738, + "TN": 177611372, + "TP": 21604, + "n_pred": 63351, + "n_ref": 23169 + }, + "2": { + "Dice": 0.8244389967942674, + "FN": 13254, + "FP": 72398, + "IoU": 0.7013153673403913, + "TN": 177389524, + "TP": 201112, + "n_pred": 273510, + "n_ref": 214366 + }, + "3": { + "Dice": 0.7513407572383074, + "FN": 80538, + "FP": 3198, + "IoU": 0.6017180120146688, + "TN": 177466045, + "TP": 126507, + "n_pred": 129705, + "n_ref": 207045 + }, + "4": { + "Dice": 0.8060227320387535, + "FN": 5606, + "FP": 8269, + "IoU": 0.6750737670366728, + "TN": 177633586, + "TP": 28827, + "n_pred": 37096, + "n_ref": 34433 + }, + "5": { + "Dice": 0.692761277719495, + "FN": 12031, + "FP": 4955, + "IoU": 0.5299424396723489, + "TN": 177640152, + "TP": 19150, + "n_pred": 24105, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8372429196199985, + "FN": 211631, + "FP": 408077, + "IoU": 0.7200497281395857, + "TN": 175462652, + "TP": 1593928, + "n_pred": 2002005, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.7131621321869644, + "FN": 30923, + "FP": 240376, + "IoU": 0.5541973468646632, + "TN": 177067725, + "TP": 337264, + "n_pred": 577640, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8630459616116886, + "FN": 15857, + "FP": 42409, + "IoU": 0.7590860601850703, + "TN": 177434434, + "TP": 183588, + "n_pred": 225997, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9165912750997609, + "FN": 13140, + "FP": 9079, + "IoU": 0.846025377157786, + "TN": 177531985, + "TP": 122084, + "n_pred": 131163, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9496521559817233, + "FN": 12062, + "FP": 6494, + "IoU": 0.9041311041765691, + "TN": 193811979, + "TP": 175000, + "n_pred": 181494, + "n_ref": 187062 + }, + "10": { + "Dice": 0.892704538298925, + "FN": 7656, + "FP": 11428, + "IoU": 0.8062026524767959, + "TN": 193907061, + "TP": 79390, + "n_pred": 90818, + "n_ref": 87046 + }, + "11": { + "Dice": 0.702013155272075, + "FN": 1351, + "FP": 144, + "IoU": 0.5408476658476659, + "TN": 194002279, + "TP": 1761, + "n_pred": 1905, + "n_ref": 3112 + }, + "12": { + "Dice": 0.731686541737649, + "FN": 1373, + "FP": 517, + "IoU": 0.5768972464741438, + "TN": 194001068, + "TP": 2577, + "n_pred": 3094, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7423533645196114, + "FN": 19428, + "FP": 13508, + "IoU": 0.590271816881259, + "TN": 193925150, + "TP": 47449, + "n_pred": 60957, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8752517840272372, + "FN": 2250, + "FP": 18745, + "IoU": 0.7781757477785878, + "TN": 193910888, + "TP": 73652, + "n_pred": 92397, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7230192817326144, + "FN": 1186, + "FP": 13969, + "IoU": 0.5661943609560612, + "TN": 193970600, + "TP": 19780, + "n_pred": 33749, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9573524815942671, + "FN": 7174, + "FP": 4562, + "IoU": 0.9181937948292568, + "TN": 193862074, + "TP": 131725, + "n_pred": 136287, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9520701790326239, + "FN": 4427, + "FP": 8675, + "IoU": 0.9085247504014522, + "TN": 193862305, + "TP": 130128, + "n_pred": 138803, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9145362594534403, + "FN": 1318, + "FP": 2366, + "IoU": 0.8425304552254755, + "TN": 193982140, + "TP": 19711, + "n_pred": 22077, + "n_ref": 21029 + }, + "5": { + "Dice": 0.4976142411451642, + "FN": 16424, + "FP": 5476, + "IoU": 0.331216026384902, + "TN": 193972789, + "TP": 10846, + "n_pred": 16322, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9312080295151098, + "FN": 28030, + "FP": 172488, + "IoU": 0.8712715432289774, + "TN": 192447853, + "TP": 1357164, + "n_pred": 1529652, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.897819575859396, + "FN": 24308, + "FP": 43446, + "IoU": 0.8145849410811727, + "TN": 193640117, + "TP": 297664, + "n_pred": 341110, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9304226512807963, + "FN": 18984, + "FP": 14281, + "IoU": 0.8698974902516006, + "TN": 193749852, + "TP": 222418, + "n_pred": 236699, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8945257209394245, + "FN": 14680, + "FP": 5067, + "IoU": 0.8091782304510843, + "TN": 193902051, + "TP": 83737, + "n_pred": 88804, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9432579917135446, + "FN": 2443, + "FP": 11033, + "IoU": 0.8926095341312975, + "TN": 99530314, + "TP": 112010, + "n_pred": 123043, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8537911927675708, + "FN": 13132, + "FP": 6922, + "IoU": 0.7448827712544684, + "TN": 99577193, + "TP": 58553, + "n_pred": 65475, + "n_ref": 71685 + }, + "11": { + "Dice": 0.6225723708318065, + "FN": 1943, + "FP": 117, + "IoU": 0.45198191008246874, + "TN": 99652041, + "TP": 1699, + "n_pred": 1816, + "n_ref": 3642 + }, + "12": { + "Dice": 0.3144712430426716, + "FN": 2890, + "FP": 66, + "IoU": 0.18657127132636214, + "TN": 99652166, + "TP": 678, + "n_pred": 744, + "n_ref": 3568 + }, + "13": { + "Dice": 0.6700028527957398, + "FN": 17248, + "FP": 10514, + "IoU": 0.5037626240057199, + "TN": 99599855, + "TP": 28183, + "n_pred": 38697, + "n_ref": 45431 + }, + "14": { + "Dice": 0.3540930780194584, + "FN": 39855, + "FP": 12260, + "IoU": 0.2151355421686747, + "TN": 99589400, + "TP": 14285, + "n_pred": 26545, + "n_ref": 54140 + }, + "15": { + "Dice": 0.7103945209388599, + "FN": 13053, + "FP": 7244, + "IoU": 0.5508618972804319, + "TN": 99610609, + "TP": 24894, + "n_pred": 32138, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9532689698912986, + "FN": 6535, + "FP": 4075, + "IoU": 0.910710528751883, + "TN": 99536973, + "TP": 108217, + "n_pred": 112292, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9565051005154331, + "FN": 3836, + "FP": 7075, + "IoU": 0.9166361052535069, + "TN": 99524916, + "TP": 119973, + "n_pred": 127048, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8709246689662846, + "FN": 3252, + "FP": 1388, + "IoU": 0.7713609933970632, + "TN": 99635506, + "TP": 15654, + "n_pred": 17042, + "n_ref": 18906 + }, + "5": { + "Dice": 0.830072629719296, + "FN": 623, + "FP": 1974, + "IoU": 0.7095078299776286, + "TN": 99646860, + "TP": 6343, + "n_pred": 8317, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9668033450966106, + "FN": 44438, + "FP": 45501, + "IoU": 0.9357399102177822, + "TN": 98256191, + "TP": 1309670, + "n_pred": 1355171, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9092419596803596, + "FN": 14845, + "FP": 15525, + "IoU": 0.8335872173941632, + "TN": 99473302, + "TP": 152128, + "n_pred": 167653, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9620735829239032, + "FN": 4287, + "FP": 3332, + "IoU": 0.9269188712183705, + "TN": 99551546, + "TP": 96635, + "n_pred": 99967, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9248035914702581, + "FN": 9014, + "FP": 5056, + "IoU": 0.860125260960334, + "TN": 99555210, + "TP": 86520, + "n_pred": 91576, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9260976852976625, + "FN": 58107, + "FP": 3947, + "IoU": 0.8623667838488239, + "TN": 62632655, + "TP": 388811, + "n_pred": 392758, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8418301404486315, + "FN": 12225, + "FP": 9803, + "IoU": 0.7268624144430116, + "TN": 63002872, + "TP": 58620, + "n_pred": 68423, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7023400425462281, + "FN": 1399, + "FP": 420, + "IoU": 0.5412358133669609, + "TN": 63079555, + "TP": 2146, + "n_pred": 2566, + "n_ref": 3545 + }, + "12": { + "Dice": 0.6661272050493607, + "FN": 1444, + "FP": 619, + "IoU": 0.4993933511283669, + "TN": 63079399, + "TP": 2058, + "n_pred": 2677, + "n_ref": 3502 + }, + "13": { + "Dice": 0.5853875143745232, + "FN": 19948, + "FP": 16467, + "IoU": 0.41381475161778436, + "TN": 63021398, + "TP": 25707, + "n_pred": 42174, + "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": 0.9571473329678076, + "FN": 1773, + "FP": 9169, + "IoU": 0.917816450229456, + "TN": 62950379, + "TP": 122199, + "n_pred": 131368, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9605180697723, + "FN": 8041, + "FP": 1787, + "IoU": 0.9240353697749196, + "TN": 62954144, + "TP": 119548, + "n_pred": 121335, + "n_ref": 127589 + }, + "4": { + "Dice": 0.42416337738115667, + "FN": 11850, + "FP": 4927, + "IoU": 0.26916710228262763, + "TN": 63060564, + "TP": 6179, + "n_pred": 11106, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5490803066844246, + "FN": 9327, + "FP": 3200, + "IoU": 0.3784360424729582, + "TN": 63063366, + "TP": 7627, + "n_pred": 10827, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8872207444190097, + "FN": 160914, + "FP": 85373, + "IoU": 0.7973016570620604, + "TN": 61868478, + "TP": 968755, + "n_pred": 1054128, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.7912719835029423, + "FN": 15066, + "FP": 59634, + "IoU": 0.6546319541728505, + "TN": 62867229, + "TP": 141591, + "n_pred": 201225, + "n_ref": 156657 + }, + "8": { + "Dice": 0.932258758997688, + "FN": 12362, + "FP": 2112, + "IoU": 0.8731130007889892, + "TN": 62969450, + "TP": 99596, + "n_pred": 101708, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8858274658234693, + "FN": 5209, + "FP": 4504, + "IoU": 0.7950541219167387, + "TN": 63036127, + "TP": 37680, + "n_pred": 42184, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9612499635167872, + "FN": 16078, + "FP": 7820, + "IoU": 0.9253910274421654, + "TN": 109288508, + "TP": 296412, + "n_pred": 304232, + "n_ref": 312490 + }, + "10": { + "Dice": 0.557059075954799, + "FN": 29512, + "FP": 63386, + "IoU": 0.38605813077441614, + "TN": 109457504, + "TP": 58416, + "n_pred": 121802, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7008268944015182, + "FN": 1881, + "FP": 326, + "IoU": 0.539440734557596, + "TN": 109604026, + "TP": 2585, + "n_pred": 2911, + "n_ref": 4466 + }, + "12": { + "Dice": 0.6428911079410367, + "FN": 2053, + "FP": 200, + "IoU": 0.47372109320252276, + "TN": 109604537, + "TP": 2028, + "n_pred": 2228, + "n_ref": 4081 + }, + "13": { + "Dice": 0.6018034160862403, + "FN": 39133, + "FP": 15979, + "IoU": 0.4304140226131173, + "TN": 109512060, + "TP": 41646, + "n_pred": 57625, + "n_ref": 80779 + }, + "14": { + "Dice": 0.6085176923234349, + "FN": 37448, + "FP": 39068, + "IoU": 0.4373161548417461, + "TN": 109472834, + "TP": 59468, + "n_pred": 98536, + "n_ref": 96916 + }, + "15": { + "Dice": 0.9120234880066248, + "FN": 6623, + "FP": 12075, + "IoU": 0.8382749792416274, + "TN": 109493202, + "TP": 96918, + "n_pred": 108993, + "n_ref": 103541 + }, + "2": { + "Dice": 0.8108548597218966, + "FN": 65304, + "FP": 4096, + "IoU": 0.6818804805713317, + "TN": 109390661, + "TP": 148757, + "n_pred": 152853, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8694816625826163, + "FN": 11323, + "FP": 59038, + "IoU": 0.7691000082041185, + "TN": 109304093, + "TP": 234364, + "n_pred": 293402, + "n_ref": 245687 + }, + "4": { + "Dice": 0.6060155116968283, + "FN": 26263, + "FP": 4978, + "IoU": 0.4347361945429543, + "TN": 109553550, + "TP": 24027, + "n_pred": 29005, + "n_ref": 50290 + }, + "5": { + "Dice": 0.591528454282015, + "FN": 5755, + "FP": 870, + "IoU": 0.4199789879180529, + "TN": 109597396, + "TP": 4797, + "n_pred": 5667, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8135581701510183, + "FN": 41402, + "FP": 512757, + "IoU": 0.6857126491018725, + "TN": 107845594, + "TP": 1209065, + "n_pred": 1721822, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.7148974918594351, + "FN": 505514, + "FP": 46790, + "IoU": 0.5562960832547371, + "TN": 108364060, + "TP": 692454, + "n_pred": 739244, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9483199596043864, + "FN": 3027, + "FP": 6389, + "IoU": 0.9017190810692329, + "TN": 109513011, + "TP": 86391, + "n_pred": 92780, + "n_ref": 89418 + }, + "9": { + "Dice": 0.725330390952178, + "FN": 11815, + "FP": 21044, + "IoU": 0.5690340350186898, + "TN": 109532573, + "TP": 43386, + "n_pred": 64430, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.858229903723466, + "FN": 3285, + "FP": 15048, + "IoU": 0.7516661248374512, + "TN": 66993528, + "TP": 55491, + "n_pred": 70539, + "n_ref": 58776 + }, + "10": { + "Dice": 0.626530437512486, + "FN": 34890, + "FP": 17454, + "IoU": 0.4561662337662338, + "TN": 66971102, + "TP": 43906, + "n_pred": 61360, + "n_ref": 78796 + }, + "11": { + "Dice": 0.2604675057796044, + "FN": 2619, + "FP": 260, + "IoU": 0.14973419964559953, + "TN": 67063966, + "TP": 507, + "n_pred": 767, + "n_ref": 3126 + }, + "12": { + "Dice": 0.46593886462882095, + "FN": 2244, + "FP": 202, + "IoU": 0.3037290065471107, + "TN": 67063839, + "TP": 1067, + "n_pred": 1269, + "n_ref": 3311 + }, + "13": { + "Dice": 0.37954796514176503, + "FN": 27388, + "FP": 7997, + "IoU": 0.2342235110803324, + "TN": 67021144, + "TP": 10823, + "n_pred": 18820, + "n_ref": 38211 + }, + "14": { + "Dice": 0.6855650759897429, + "FN": 31630, + "FP": 8590, + "IoU": 0.5215663883139438, + "TN": 66983286, + "TP": 43846, + "n_pred": 52436, + "n_ref": 75476 + }, + "15": { + "Dice": 0.111949345039839, + "FN": 26606, + "FP": 48849, + "IoU": 0.059293613095460725, + "TN": 66987141, + "TP": 4756, + "n_pred": 53605, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9564247049120107, + "FN": 8046, + "FP": 4528, + "IoU": 0.9164884502477318, + "TN": 66916786, + "TP": 137992, + "n_pred": 142520, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9616783783534872, + "FN": 3740, + "FP": 8743, + "IoU": 0.9261854499654077, + "TN": 66898239, + "TP": 156630, + "n_pred": 165373, + "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": 0.7341556784347086, + "FN": 2017, + "FP": 2983, + "IoU": 0.5799731182795699, + "TN": 67055448, + "TP": 6904, + "n_pred": 9887, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9505849866580351, + "FN": 62266, + "FP": 43531, + "IoU": 0.9058236966048391, + "TN": 65943959, + "TP": 1017596, + "n_pred": 1061127, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.5873476747200896, + "FN": 203231, + "FP": 5262, + "IoU": 0.4157765249164967, + "TN": 66710480, + "TP": 148379, + "n_pred": 153641, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8978689710565141, + "FN": 6904, + "FP": 11025, + "IoU": 0.8146662669657532, + "TN": 66970613, + "TP": 78810, + "n_pred": 89835, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8939445513466201, + "FN": 13001, + "FP": 2266, + "IoU": 0.8082276095967843, + "TN": 66987742, + "TP": 64343, + "n_pred": 66609, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7336849205433875, + "FN": 75252, + "FP": 949, + "IoU": 0.5793857567093164, + "TN": 74338114, + "TP": 104965, + "n_pred": 105914, + "n_ref": 180217 + }, + "10": { + "Dice": 0.6841695937919305, + "FN": 16122, + "FP": 20833, + "IoU": 0.519952716219376, + "TN": 74442298, + "TP": 40027, + "n_pred": 60860, + "n_ref": 56149 + }, + "11": { + "Dice": 0.5290005667863216, + "FN": 1987, + "FP": 506, + "IoU": 0.35961983046493706, + "TN": 74515387, + "TP": 1400, + "n_pred": 1906, + "n_ref": 3387 + }, + "12": { + "Dice": 0.5476034143138543, + "FN": 1367, + "FP": 11, + "IoU": 0.3770343580470163, + "TN": 74517068, + "TP": 834, + "n_pred": 845, + "n_ref": 2201 + }, + "13": { + "Dice": 0.48169407771594003, + "FN": 23589, + "FP": 17947, + "IoU": 0.31725758995348224, + "TN": 74458443, + "TP": 19301, + "n_pred": 37248, + "n_ref": 42890 + }, + "14": { + "Dice": 0.7401342877050738, + "FN": 8556, + "FP": 7854, + "IoU": 0.5874707760376078, + "TN": 74479501, + "TP": 23369, + "n_pred": 31223, + "n_ref": 31925 + }, + "15": { + "Dice": 0.8167068960249321, + "FN": 3629, + "FP": 8369, + "IoU": 0.690198306135096, + "TN": 74480552, + "TP": 26730, + "n_pred": 35099, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9496539051382307, + "FN": 3438, + "FP": 11138, + "IoU": 0.9041342751535719, + "TN": 74367234, + "TP": 137470, + "n_pred": 148608, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9426951350272244, + "FN": 9256, + "FP": 8541, + "IoU": 0.8916020026555895, + "TN": 74355098, + "TP": 146385, + "n_pred": 154926, + "n_ref": 155641 + }, + "4": { + "Dice": 0.3861716053790313, + "FN": 10033, + "FP": 283, + "IoU": 0.2392891379691763, + "TN": 74505719, + "TP": 3245, + "n_pred": 3528, + "n_ref": 13278 + }, + "5": { + "Dice": 0.5962624499435261, + "FN": 4347, + "FP": 3517, + "IoU": 0.4247677565649916, + "TN": 74505609, + "TP": 5807, + "n_pred": 9324, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9479907006402614, + "FN": 77632, + "FP": 90062, + "IoU": 0.9011238790543166, + "TN": 72823279, + "TP": 1528307, + "n_pred": 1618369, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.543590220454643, + "FN": 91196, + "FP": 36418, + "IoU": 0.3732398862525723, + "TN": 74315671, + "TP": 75995, + "n_pred": 112413, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9623754700158933, + "FN": 2313, + "FP": 2540, + "IoU": 0.9274794901298585, + "TN": 74452361, + "TP": 62066, + "n_pred": 64606, + "n_ref": 64379 + }, + "9": { + "Dice": 0.920791128335207, + "FN": 11362, + "FP": 2659, + "IoU": 0.8532093763413843, + "TN": 74423763, + "TP": 81496, + "n_pred": 84155, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9063883204534523, + "FN": 12517, + "FP": 43338, + "IoU": 0.8288027070351651, + "TN": 65724919, + "TP": 270406, + "n_pred": 313744, + "n_ref": 282923 + }, + "10": { + "Dice": 0.5124660856052584, + "FN": 42640, + "FP": 35167, + "IoU": 0.3445071609098568, + "TN": 65932480, + "TP": 40893, + "n_pred": 76060, + "n_ref": 83533 + }, + "11": { + "Dice": 0.7137254901960784, + "FN": 1089, + "FP": 955, + "IoU": 0.5548780487804879, + "TN": 66046588, + "TP": 2548, + "n_pred": 3503, + "n_ref": 3637 + }, + "12": { + "Dice": 0.533281127642913, + "FN": 1664, + "FP": 720, + "IoU": 0.3635878270154832, + "TN": 66047434, + "TP": 1362, + "n_pred": 2082, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7325009961482268, + "FN": 14536, + "FP": 9632, + "IoU": 0.5779105103217018, + "TN": 65993922, + "TP": 33090, + "n_pred": 42722, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8716505976459138, + "FN": 1351, + "FP": 15529, + "IoU": 0.77250060648535, + "TN": 65976982, + "TP": 57318, + "n_pred": 72847, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7885202607906248, + "FN": 5487, + "FP": 4763, + "IoU": 0.6508736673592425, + "TN": 66021821, + "TP": 19109, + "n_pred": 23872, + "n_ref": 24596 + }, + "2": { + "Dice": 0.8921412377382208, + "FN": 24717, + "FP": 4113, + "IoU": 0.8052842728046359, + "TN": 65903118, + "TP": 119232, + "n_pred": 123345, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9026431771695724, + "FN": 8548, + "FP": 23438, + "IoU": 0.8225612293013064, + "TN": 65870915, + "TP": 148279, + "n_pred": 171717, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8989549414392144, + "FN": 3163, + "FP": 2764, + "IoU": 0.8164560881952186, + "TN": 66018888, + "TP": 26365, + "n_pred": 29129, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8851142345471319, + "FN": 1824, + "FP": 293, + "IoU": 0.7939057632398754, + "TN": 66040908, + "TP": 8155, + "n_pred": 8448, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9076278719550099, + "FN": 38662, + "FP": 161793, + "IoU": 0.830877911155958, + "TN": 64865912, + "TP": 984813, + "n_pred": 1146606, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.6657065347965923, + "FN": 481943, + "FP": 14786, + "IoU": 0.49892062890011074, + "TN": 65059862, + "TP": 494589, + "n_pred": 509375, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9490431003793226, + "FN": 3988, + "FP": 4314, + "IoU": 0.9030276129514554, + "TN": 65965568, + "TP": 77310, + "n_pred": 81624, + "n_ref": 81298 + }, + "9": { + "Dice": 0.870038349831516, + "FN": 12120, + "FP": 5197, + "IoU": 0.7699715735501182, + "TN": 65975898, + "TP": 57965, + "n_pred": 63162, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9756400987422735, + "FN": 3855, + "FP": 3625, + "IoU": 0.9524387840097666, + "TN": 113315269, + "TP": 149791, + "n_pred": 153416, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8414689401629989, + "FN": 7208, + "FP": 20433, + "IoU": 0.7263240230101288, + "TN": 113371541, + "TP": 73358, + "n_pred": 93791, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6475279106858054, + "FN": 1606, + "FP": 162, + "IoU": 0.47877358490566035, + "TN": 113469148, + "TP": 1624, + "n_pred": 1786, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8073125166800107, + "FN": 1058, + "FP": 386, + "IoU": 0.6768852092190647, + "TN": 113468071, + "TP": 3025, + "n_pred": 3411, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6474251448207482, + "FN": 29209, + "FP": 22708, + "IoU": 0.47866123071979433, + "TN": 113372956, + "TP": 47667, + "n_pred": 70375, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9043050065264864, + "FN": 44325, + "FP": 2082, + "IoU": 0.8253254892218747, + "TN": 113206863, + "TP": 219270, + "n_pred": 221352, + "n_ref": 263595 + }, + "15": { + "Dice": 0.4703581267217631, + "FN": 4809, + "FP": 33643, + "IoU": 0.3074955876526312, + "TN": 113417014, + "TP": 17074, + "n_pred": 50717, + "n_ref": 21883 + }, + "2": { + "Dice": 0.962957093617527, + "FN": 5558, + "FP": 3792, + "IoU": 0.9285605134474327, + "TN": 113341660, + "TP": 121530, + "n_pred": 125322, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9674441646369153, + "FN": 3128, + "FP": 4758, + "IoU": 0.9369412592557054, + "TN": 113347482, + "TP": 117172, + "n_pred": 121930, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8315382764623462, + "FN": 1715, + "FP": 10188, + "IoU": 0.7116521317829457, + "TN": 113431260, + "TP": 29377, + "n_pred": 39565, + "n_ref": 31092 + }, + "5": { + "Dice": 0.5406592615262751, + "FN": 17810, + "FP": 7705, + "IoU": 0.3704818533961659, + "TN": 113432009, + "TP": 15016, + "n_pred": 22721, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9578958697886287, + "FN": 40038, + "FP": 56978, + "IoU": 0.9191940056838058, + "TN": 112271936, + "TP": 1103588, + "n_pred": 1160566, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.8322517853055884, + "FN": 38025, + "FP": 34536, + "IoU": 0.7126979727589484, + "TN": 113219980, + "TP": 179999, + "n_pred": 214535, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9114164602781483, + "FN": 23213, + "FP": 13985, + "IoU": 0.8372499004633377, + "TN": 113243981, + "TP": 191361, + "n_pred": 205346, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8970911709294641, + "FN": 15291, + "FP": 5575, + "IoU": 0.8133865168941278, + "TN": 113360726, + "TP": 90948, + "n_pred": 96523, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7967236559838783, + "FN": 4628, + "FP": 57912, + "IoU": 0.6621285791464073, + "TN": 75011628, + "TP": 122560, + "n_pred": 180472, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8038433953507995, + "FN": 23841, + "FP": 13355, + "IoU": 0.6720218675601799, + "TN": 75083318, + "TP": 76214, + "n_pred": 89569, + "n_ref": 100055 + }, + "11": { + "Dice": 0.696387139542592, + "FN": 1443, + "FP": 389, + "IoU": 0.5341978133740147, + "TN": 75192795, + "TP": 2101, + "n_pred": 2490, + "n_ref": 3544 + }, + "12": { + "Dice": 0.5236668663870582, + "FN": 1795, + "FP": 590, + "IoU": 0.3547077922077922, + "TN": 75193032, + "TP": 1311, + "n_pred": 1901, + "n_ref": 3106 + }, + "13": { + "Dice": 0.6168199259379754, + "FN": 23029, + "FP": 17016, + "IoU": 0.4459433283524268, + "TN": 75124452, + "TP": 32231, + "n_pred": 49247, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9450277168049407, + "FN": 6049, + "FP": 8727, + "IoU": 0.8957844029255976, + "TN": 75054945, + "TP": 127007, + "n_pred": 135734, + "n_ref": 133056 + }, + "15": { + "Dice": 0.5533767420823007, + "FN": 44449, + "FP": 2948, + "IoU": 0.38252996352266805, + "TN": 75119968, + "TP": 29363, + "n_pred": 32311, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9056540171915313, + "FN": 6604, + "FP": 22504, + "IoU": 0.8275755852525827, + "TN": 75027912, + "TP": 139708, + "n_pred": 162212, + "n_ref": 146312 + }, + "3": { + "Dice": 0.8896815121231684, + "FN": 24170, + "FP": 6419, + "IoU": 0.8012849662842517, + "TN": 75042794, + "TP": 123345, + "n_pred": 129764, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8806305873305778, + "FN": 2060, + "FP": 4149, + "IoU": 0.7867202528167079, + "TN": 75167616, + "TP": 22903, + "n_pred": 27052, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8263421617752327, + "FN": 1929, + "FP": 497, + "IoU": 0.7040741644303489, + "TN": 75188530, + "TP": 5772, + "n_pred": 6269, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9065234791299079, + "FN": 26543, + "FP": 227119, + "IoU": 0.8290287553760887, + "TN": 73713075, + "TP": 1229991, + "n_pred": 1457110, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.8974103059190787, + "FN": 7501, + "FP": 25494, + "IoU": 0.8139113858370745, + "TN": 75019420, + "TP": 144313, + "n_pred": 169807, + "n_ref": 151814 + }, + "8": { + "Dice": 0.901113633632874, + "FN": 13492, + "FP": 2145, + "IoU": 0.8200244003498918, + "TN": 75109844, + "TP": 71247, + "n_pred": 73392, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8199245403125808, + "FN": 15407, + "FP": 11750, + "IoU": 0.6948068732229752, + "TN": 75107745, + "TP": 61826, + "n_pred": 73576, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9679558834488412, + "FN": 8025, + "FP": 5735, + "IoU": 0.9379016535489927, + "TN": 86706288, + "TP": 207824, + "n_pred": 213559, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6706995409430019, + "FN": 12505, + "FP": 42802, + "IoU": 0.5045507480068082, + "TN": 86816242, + "TP": 56323, + "n_pred": 99125, + "n_ref": 68828 + }, + "11": { + "Dice": 0.5560450318159569, + "FN": 1454, + "FP": 360, + "IoU": 0.38508474576271184, + "TN": 86924922, + "TP": 1136, + "n_pred": 1496, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6390602055800294, + "FN": 1651, + "FP": 2036, + "IoU": 0.4695727233491584, + "TN": 86920921, + "TP": 3264, + "n_pred": 5300, + "n_ref": 4915 + }, + "13": { + "Dice": 0.617506586215688, + "FN": 19030, + "FP": 25978, + "IoU": 0.4466615030919977, + "TN": 86846533, + "TP": 36331, + "n_pred": 62309, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8789391695183615, + "FN": 14443, + "FP": 4519, + "IoU": 0.7840245110880781, + "TN": 86840075, + "TP": 68835, + "n_pred": 73354, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8313617137641657, + "FN": 45606, + "FP": 1879, + "IoU": 0.7113935283106022, + "TN": 86763340, + "TP": 117047, + "n_pred": 118926, + "n_ref": 162653 + }, + "2": { + "Dice": 0.8962717306351788, + "FN": 18143, + "FP": 6410, + "IoU": 0.8120402054673924, + "TN": 86797243, + "TP": 106076, + "n_pred": 112486, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9109604150730417, + "FN": 11367, + "FP": 19712, + "IoU": 0.8364805354014195, + "TN": 86737809, + "TP": 158984, + "n_pred": 178696, + "n_ref": 170351 + }, + "4": { + "Dice": 0.6782963923928345, + "FN": 4235, + "FP": 7420, + "IoU": 0.5131985631943864, + "TN": 86903930, + "TP": 12287, + "n_pred": 19707, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8454344499234824, + "FN": 501, + "FP": 1317, + "IoU": 0.7322533136966126, + "TN": 86921082, + "TP": 4972, + "n_pred": 6289, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8764205177117148, + "FN": 31223, + "FP": 291141, + "IoU": 0.7800253845209013, + "TN": 85462412, + "TP": 1143096, + "n_pred": 1434237, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.6928879384441893, + "FN": 468994, + "FP": 22299, + "IoU": 0.530090692927635, + "TN": 85882366, + "TP": 554213, + "n_pred": 576512, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9372133079503219, + "FN": 2696, + "FP": 4230, + "IoU": 0.8818451670135453, + "TN": 86869254, + "TP": 51692, + "n_pred": 55922, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8126059400103176, + "FN": 6655, + "FP": 13687, + "IoU": 0.6843607925892594, + "TN": 86863425, + "TP": 44105, + "n_pred": 57792, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6567347803415461, + "FN": 7858, + "FP": 76404, + "IoU": 0.4889092419950627, + "TN": 37584733, + "TP": 80605, + "n_pred": 157009, + "n_ref": 88463 + }, + "10": { + "Dice": 0.7232011520855836, + "FN": 24091, + "FP": 2818, + "IoU": 0.5664174535142277, + "TN": 37687538, + "TP": 35153, + "n_pred": 37971, + "n_ref": 59244 + }, + "11": { + "Dice": 0.7953261927945472, + "FN": 546, + "FP": 505, + "IoU": 0.6602004526349822, + "TN": 37746507, + "TP": 2042, + "n_pred": 2547, + "n_ref": 2588 + }, + "12": { + "Dice": 0.30303030303030304, + "FN": 2347, + "FP": 275, + "IoU": 0.17857142857142858, + "TN": 37746408, + "TP": 570, + "n_pred": 845, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7180131029287556, + "FN": 13431, + "FP": 11275, + "IoU": 0.5600783475783476, + "TN": 37693440, + "TP": 31454, + "n_pred": 42729, + "n_ref": 44885 + }, + "14": { + "Dice": 0.4032488834003384, + "FN": 26150, + "FP": 193236, + "IoU": 0.2525433545705427, + "TN": 37456090, + "TP": 74124, + "n_pred": 267360, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 54745, + "IoU": 0.0, + "TN": 37694855, + "TP": 0, + "n_pred": 54745, + "n_ref": 0 + }, + "2": { + "Dice": 0.6114614984202307, + "FN": 49721, + "FP": 14471, + "IoU": 0.44036337323348124, + "TN": 37634897, + "TP": 50511, + "n_pred": 64982, + "n_ref": 100232 + }, + "3": { + "Dice": 0.7555159291635171, + "FN": 30230, + "FP": 7611, + "IoU": 0.6070916831066349, + "TN": 37653290, + "TP": 58469, + "n_pred": 66080, + "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": 0.8070159285516988, + "FN": 1284, + "FP": 2908, + "IoU": 0.6764683182835532, + "TN": 37736643, + "TP": 8765, + "n_pred": 11673, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9125263542209324, + "FN": 110174, + "FP": 11058, + "IoU": 0.8391250286963942, + "TN": 36996021, + "TP": 632347, + "n_pred": 643405, + "n_ref": 742521 + }, + "7": { + "Dice": 0.8298313128031168, + "FN": 66903, + "FP": 47271, + "IoU": 0.7091552883635622, + "TN": 37357040, + "TP": 278386, + "n_pred": 325657, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9469633146970974, + "FN": 3899, + "FP": 4411, + "IoU": 0.899269064329612, + "TN": 37667103, + "TP": 74187, + "n_pred": 78598, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8361110084623629, + "FN": 9519, + "FP": 8221, + "IoU": 0.7183769367538735, + "TN": 37686608, + "TP": 45252, + "n_pred": 53473, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9047606494518003, + "FN": 9258, + "FP": 30483, + "IoU": 0.8260848635496351, + "TN": 75678180, + "TP": 188767, + "n_pred": 219250, + "n_ref": 198025 + }, + "10": { + "Dice": 0.8934668760873338, + "FN": 13709, + "FP": 10234, + "IoU": 0.8074470223973622, + "TN": 75782343, + "TP": 100402, + "n_pred": 110636, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6659982453941596, + "FN": 1685, + "FP": 980, + "IoU": 0.49924840285606914, + "TN": 75901366, + "TP": 2657, + "n_pred": 3637, + "n_ref": 4342 + }, + "12": { + "Dice": 0.7075949367088608, + "FN": 1230, + "FP": 1542, + "IoU": 0.5475024485798237, + "TN": 75900562, + "TP": 3354, + "n_pred": 4896, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7414181909295916, + "FN": 11911, + "FP": 8729, + "IoU": 0.5890901851483178, + "TN": 75856458, + "TP": 29590, + "n_pred": 38319, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9099196507884191, + "FN": 10491, + "FP": 11920, + "IoU": 0.8347271386430678, + "TN": 75771088, + "TP": 113189, + "n_pred": 125109, + "n_ref": 123680 + }, + "15": { + "Dice": 0.8043336223252541, + "FN": 59240, + "FP": 3050, + "IoU": 0.6727074017833217, + "TN": 75716369, + "TP": 128029, + "n_pred": 131079, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9305120748380399, + "FN": 17050, + "FP": 9186, + "IoU": 0.8700538388005884, + "TN": 75704789, + "TP": 175663, + "n_pred": 184849, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9442712522480738, + "FN": 9978, + "FP": 18499, + "IoU": 0.8944260107142196, + "TN": 75636953, + "TP": 241258, + "n_pred": 259757, + "n_ref": 251236 + }, + "4": { + "Dice": 0.8946275926319402, + "FN": 2809, + "FP": 3638, + "IoU": 0.8093449652521071, + "TN": 75872873, + "TP": 27368, + "n_pred": 31006, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8772130806082066, + "FN": 1206, + "FP": 1152, + "IoU": 0.7812818847973286, + "TN": 75895907, + "TP": 8423, + "n_pred": 9575, + "n_ref": 9629 + }, + "6": { + "Dice": 0.968903744009514, + "FN": 64474, + "FP": 40954, + "IoU": 0.9396831172457037, + "TN": 74158786, + "TP": 1642474, + "n_pred": 1683428, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8287379941457833, + "FN": 36192, + "FP": 61986, + "IoU": 0.7075598713213392, + "TN": 75570968, + "TP": 237542, + "n_pred": 299528, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9472451320091747, + "FN": 4402, + "FP": 5327, + "IoU": 0.8997774893380308, + "TN": 75809614, + "TP": 87345, + "n_pred": 92672, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8350973223003841, + "FN": 19161, + "FP": 3976, + "IoU": 0.716881623063557, + "TN": 75824966, + "TP": 58585, + "n_pred": 62561, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.969650026872372, + "FN": 3035, + "FP": 2725, + "IoU": 0.9410880304378509, + "TN": 61289977, + "TP": 92013, + "n_pred": 94738, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8682383642858953, + "FN": 9516, + "FP": 11286, + "IoU": 0.7671565609644164, + "TN": 61298411, + "TP": 68537, + "n_pred": 79823, + "n_ref": 78053 + }, + "11": { + "Dice": 0.7934735938170889, + "FN": 570, + "FP": 873, + "IoU": 0.6576512455516014, + "TN": 61383535, + "TP": 2772, + "n_pred": 3645, + "n_ref": 3342 + }, + "12": { + "Dice": 0.769615192403798, + "FN": 1059, + "FP": 324, + "IoU": 0.6255077173030057, + "TN": 61384057, + "TP": 2310, + "n_pred": 2634, + "n_ref": 3369 + }, + "13": { + "Dice": 0.5828951419247583, + "FN": 15788, + "FP": 18083, + "IoU": 0.41132816573394976, + "TN": 61330212, + "TP": 23667, + "n_pred": 41750, + "n_ref": 39455 + }, + "14": { + "Dice": 0.907657077429512, + "FN": 3042, + "FP": 9862, + "IoU": 0.8309268625036031, + "TN": 61311428, + "TP": 63418, + "n_pred": 73280, + "n_ref": 66460 + }, + "15": { + "Dice": 0.913891998568906, + "FN": 3138, + "FP": 4323, + "IoU": 0.8414374973434777, + "TN": 61340696, + "TP": 39593, + "n_pred": 43916, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9629919643603798, + "FN": 6493, + "FP": 3243, + "IoU": 0.9286253638009779, + "TN": 61251343, + "TP": 126671, + "n_pred": 129914, + "n_ref": 133164 + }, + "3": { + "Dice": 0.967585880349284, + "FN": 1814, + "FP": 7017, + "IoU": 0.9372071361021638, + "TN": 61247113, + "TP": 131806, + "n_pred": 138823, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7407342452940489, + "FN": 6305, + "FP": 2565, + "IoU": 0.5882271018058586, + "TN": 61366209, + "TP": 12671, + "n_pred": 15236, + "n_ref": 18976 + }, + "5": { + "Dice": 0.549549763596189, + "FN": 16130, + "FP": 2829, + "IoU": 0.37888219106277027, + "TN": 61357226, + "TP": 11565, + "n_pred": 14394, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9657899028868168, + "FN": 35394, + "FP": 32566, + "IoU": 0.933843041740407, + "TN": 60360496, + "TP": 959294, + "n_pred": 991860, + "n_ref": 994688 + }, + "7": { + "Dice": 0.8563340534780649, + "FN": 33874, + "FP": 15202, + "IoU": 0.7487623952451404, + "TN": 61192413, + "TP": 146261, + "n_pred": 161463, + "n_ref": 180135 + }, + "8": { + "Dice": 0.93921331430174, + "FN": 21934, + "FP": 7110, + "IoU": 0.8853931963555005, + "TN": 61134327, + "TP": 224379, + "n_pred": 231489, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9031988426298023, + "FN": 9482, + "FP": 5573, + "IoU": 0.8234845820143042, + "TN": 61302460, + "TP": 70235, + "n_pred": 75808, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9687294852293652, + "FN": 4008, + "FP": 7710, + "IoU": 0.9393553595826606, + "TN": 39555576, + "TP": 181506, + "n_pred": 189216, + "n_ref": 185514 + }, + "10": { + "Dice": 0.6468732504509949, + "FN": 15436, + "FP": 24301, + "IoU": 0.47805813510567036, + "TN": 39672667, + "TP": 36396, + "n_pred": 60697, + "n_ref": 51832 + }, + "11": { + "Dice": 0.8131943257562809, + "FN": 652, + "FP": 441, + "IoU": 0.6851958525345622, + "TN": 39745328, + "TP": 2379, + "n_pred": 2820, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8272873194221508, + "FN": 883, + "FP": 193, + "IoU": 0.7054475773336983, + "TN": 39745147, + "TP": 2577, + "n_pred": 2770, + "n_ref": 3460 + }, + "13": { + "Dice": 0.6636190035298883, + "FN": 9407, + "FP": 25471, + "IoU": 0.4965791980601022, + "TN": 39679518, + "TP": 34404, + "n_pred": 59875, + "n_ref": 43811 + }, + "14": { + "Dice": 0.3221622312386186, + "FN": 18207, + "FP": 45444, + "IoU": 0.19201035835332647, + "TN": 39670023, + "TP": 15126, + "n_pred": 60570, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7246904453890224, + "FN": 12503, + "FP": 17291, + "IoU": 0.5682466996101845, + "TN": 39679793, + "TP": 39213, + "n_pred": 56504, + "n_ref": 51716 + }, + "2": { + "Dice": 0.8835447740101589, + "FN": 8435, + "FP": 20407, + "IoU": 0.7913839744238864, + "TN": 39610546, + "TP": 109412, + "n_pred": 129819, + "n_ref": 117847 + }, + "3": { + "Dice": 0.8850282640479746, + "FN": 21079, + "FP": 8331, + "IoU": 0.7937674431650842, + "TN": 39606194, + "TP": 113196, + "n_pred": 121527, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8949923463809315, + "FN": 3309, + "FP": 1493, + "IoU": 0.8099422148341645, + "TN": 39723534, + "TP": 20464, + "n_pred": 21957, + "n_ref": 23773 + }, + "5": { + "Dice": 0.7887873084162409, + "FN": 657, + "FP": 2485, + "IoU": 0.6512376512376512, + "TN": 39739791, + "TP": 5867, + "n_pred": 8352, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9544115683435923, + "FN": 23780, + "FP": 62599, + "IoU": 0.912798515599131, + "TN": 38758232, + "TP": 904189, + "n_pred": 966788, + "n_ref": 927969 + }, + "7": { + "Dice": 0.8394920140001003, + "FN": 188213, + "FP": 19758, + "IoU": 0.7233832288338711, + "TN": 38996962, + "TP": 543867, + "n_pred": 563625, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9584246390298082, + "FN": 1642, + "FP": 2513, + "IoU": 0.9201683094126463, + "TN": 39696753, + "TP": 47892, + "n_pred": 50405, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8942146168835532, + "FN": 1705, + "FP": 7741, + "IoU": 0.8086692323273242, + "TN": 39699430, + "TP": 39924, + "n_pred": 47665, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9011015226320375, + "FN": 10079, + "FP": 8991, + "IoU": 0.8200043417935383, + "TN": 101290661, + "TP": 86877, + "n_pred": 95868, + "n_ref": 96956 + }, + "10": { + "Dice": 0.7793953430662972, + "FN": 25856, + "FP": 6148, + "IoU": 0.6385321722630705, + "TN": 101308069, + "TP": 56535, + "n_pred": 62683, + "n_ref": 82391 + }, + "11": { + "Dice": 0.6252367424242424, + "FN": 2888, + "FP": 278, + "IoU": 0.4547959359393835, + "TN": 101390801, + "TP": 2641, + "n_pred": 2919, + "n_ref": 5529 + }, + "12": { + "Dice": 0.6314289107970068, + "FN": 2567, + "FP": 536, + "IoU": 0.46137823294566915, + "TN": 101390847, + "TP": 2658, + "n_pred": 3194, + "n_ref": 5225 + }, + "13": { + "Dice": 0.8846463105374925, + "FN": 7037, + "FP": 4153, + "IoU": 0.7931531664756553, + "TN": 101342510, + "TP": 42908, + "n_pred": 47061, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9686133783386806, + "FN": 7401, + "FP": 3497, + "IoU": 0.9391370393950563, + "TN": 101217550, + "TP": 168160, + "n_pred": 171657, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8643434716578418, + "FN": 5816, + "FP": 794, + "IoU": 0.761095850802371, + "TN": 101368940, + "TP": 21058, + "n_pred": 21852, + "n_ref": 26874 + }, + "2": { + "Dice": 0.7978487879104669, + "FN": 10020, + "FP": 76997, + "IoU": 0.6636842186630387, + "TN": 101137872, + "TP": 171719, + "n_pred": 248716, + "n_ref": 181739 + }, + "3": { + "Dice": 0.6591956189606937, + "FN": 84119, + "FP": 1762, + "IoU": 0.4916419041305094, + "TN": 101227670, + "TP": 83057, + "n_pred": 84819, + "n_ref": 167176 + }, + "4": { + "Dice": 0.817859747837866, + "FN": 2297, + "FP": 1199, + "IoU": 0.6918466284706919, + "TN": 101385263, + "TP": 7849, + "n_pred": 9048, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7657128680119087, + "FN": 10739, + "FP": 6259, + "IoU": 0.6203685092127303, + "TN": 101351833, + "TP": 27777, + "n_pred": 34036, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9278826992377568, + "FN": 42550, + "FP": 235382, + "IoU": 0.8654675179460867, + "TN": 99330698, + "TP": 1787978, + "n_pred": 2023360, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.7593520139879754, + "FN": 165920, + "FP": 21121, + "IoU": 0.6120608122122205, + "TN": 100914468, + "TP": 295099, + "n_pred": 316220, + "n_ref": 461019 + }, + "8": { + "Dice": 0.8881135742121088, + "FN": 40240, + "FP": 14053, + "IoU": 0.7987448660350221, + "TN": 101126836, + "TP": 215479, + "n_pred": 229532, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9424632078826323, + "FN": 4456, + "FP": 5576, + "IoU": 0.8911871576549705, + "TN": 101304413, + "TP": 82163, + "n_pred": 87739, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8936848243845769, + "FN": 22371, + "FP": 23935, + "IoU": 0.8078030963350351, + "TN": 73642574, + "TP": 194624, + "n_pred": 218559, + "n_ref": 216995 + }, + "10": { + "Dice": 0.18824465899753492, + "FN": 61179, + "FP": 65273, + "IoU": 0.1039018098842071, + "TN": 73742390, + "TP": 14662, + "n_pred": 79935, + "n_ref": 75841 + }, + "11": { + "Dice": 0.5818656229615133, + "FN": 2691, + "FP": 2437, + "IoU": 0.41030358785648574, + "TN": 73874808, + "TP": 3568, + "n_pred": 6005, + "n_ref": 6259 + }, + "12": { + "Dice": 0.4661281917665451, + "FN": 3752, + "FP": 346, + "IoU": 0.3038899269577034, + "TN": 73877617, + "TP": 1789, + "n_pred": 2135, + "n_ref": 5541 + }, + "13": { + "Dice": 0.012052190288302022, + "FN": 60567, + "FP": 49604, + "IoU": 0.006062629124076397, + "TN": 73772661, + "TP": 672, + "n_pred": 50276, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6051525711210294, + "FN": 45484, + "FP": 27147, + "IoU": 0.43384857626140977, + "TN": 73755215, + "TP": 55658, + "n_pred": 82805, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8642104120143712, + "FN": 39124, + "FP": 18400, + "IoU": 0.7608895354878936, + "TN": 73642929, + "TP": 183051, + "n_pred": 201451, + "n_ref": 222175 + }, + "2": { + "Dice": 0.5059743457875513, + "FN": 123657, + "FP": 7946, + "IoU": 0.3386650987959557, + "TN": 73684508, + "TP": 67393, + "n_pred": 75339, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6510796115543601, + "FN": 29708, + "FP": 139450, + "IoU": 0.4826671886134057, + "TN": 73556523, + "TP": 157823, + "n_pred": 297273, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 19223, + "IoU": 0.0, + "TN": 73816393, + "TP": 0, + "n_pred": 19223, + "n_ref": 47888 + }, + "5": { + "Dice": 0.5511066213610065, + "FN": 9127, + "FP": 649, + "IoU": 0.3803638207517272, + "TN": 73867727, + "TP": 6001, + "n_pred": 6650, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7284899016715438, + "FN": 241511, + "FP": 846645, + "IoU": 0.5729328478234079, + "TN": 71335530, + "TP": 1459818, + "n_pred": 2306463, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.3550831825142698, + "FN": 90981, + "FP": 205495, + "IoU": 0.21586695372050338, + "TN": 73505410, + "TP": 81618, + "n_pred": 287113, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8818853699065003, + "FN": 8330, + "FP": 10720, + "IoU": 0.7887253651557665, + "TN": 73793337, + "TP": 71117, + "n_pred": 81837, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7997828095877036, + "FN": 13587, + "FP": 24762, + "IoU": 0.6663650679032216, + "TN": 73768561, + "TP": 76594, + "n_pred": 101356, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.931006541529581, + "FN": 6379, + "FP": 20442, + "IoU": 0.8709188387941323, + "TN": 69287992, + "TP": 180963, + "n_pred": 201405, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7416128566104608, + "FN": 18719, + "FP": 15254, + "IoU": 0.589336008800029, + "TN": 69413049, + "TP": 48754, + "n_pred": 64008, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7769471251868968, + "FN": 603, + "FP": 1038, + "IoU": 0.6352522782840632, + "TN": 69491277, + "TP": 2858, + "n_pred": 3896, + "n_ref": 3461 + }, + "12": { + "Dice": 0.6009331259720062, + "FN": 1220, + "FP": 1346, + "IoU": 0.4295242329924411, + "TN": 69491278, + "TP": 1932, + "n_pred": 3278, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6882916634808981, + "FN": 23805, + "FP": 25117, + "IoU": 0.5247291980375965, + "TN": 69392841, + "TP": 54013, + "n_pred": 79130, + "n_ref": 77818 + }, + "14": { + "Dice": 0.938269189247544, + "FN": 11976, + "FP": 6322, + "IoU": 0.8837166443183335, + "TN": 69338419, + "TP": 139059, + "n_pred": 145381, + "n_ref": 151035 + }, + "15": { + "Dice": 0.8700584808154398, + "FN": 14698, + "FP": 8988, + "IoU": 0.7700031072788006, + "TN": 69392792, + "TP": 79298, + "n_pred": 88286, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9406425824665088, + "FN": 7542, + "FP": 10456, + "IoU": 0.8879369388441278, + "TN": 69335170, + "TP": 142608, + "n_pred": 153064, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9443468319393465, + "FN": 15628, + "FP": 2870, + "IoU": 0.8945616425082222, + "TN": 69320337, + "TP": 156941, + "n_pred": 159811, + "n_ref": 172569 + }, + "4": { + "Dice": 0.550523288642601, + "FN": 16157, + "FP": 18072, + "IoU": 0.3798083020782374, + "TN": 69440585, + "TP": 20962, + "n_pred": 39034, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8781680866503615, + "FN": 2756, + "FP": 1777, + "IoU": 0.7827982750359368, + "TN": 69474906, + "TP": 16337, + "n_pred": 18114, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9607778603792353, + "FN": 79097, + "FP": 32806, + "IoU": 0.9245163509794398, + "TN": 68013296, + "TP": 1370577, + "n_pred": 1403383, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8881257457702414, + "FN": 20108, + "FP": 53679, + "IoU": 0.7987645566858483, + "TN": 69129106, + "TP": 292883, + "n_pred": 346562, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8984488414892036, + "FN": 10086, + "FP": 7682, + "IoU": 0.8156215301918707, + "TN": 69399409, + "TP": 78599, + "n_pred": 86281, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8452213463873417, + "FN": 14585, + "FP": 9508, + "IoU": 0.7319336426449481, + "TN": 69405899, + "TP": 65784, + "n_pred": 75292, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9067838531181336, + "FN": 5351, + "FP": 35164, + "IoU": 0.829464379669578, + "TN": 50595977, + "TP": 197060, + "n_pred": 232224, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8541535168363567, + "FN": 13591, + "FP": 7667, + "IoU": 0.7454345144718407, + "TN": 50750045, + "TP": 62249, + "n_pred": 69916, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8321656050955414, + "FN": 1503, + "FP": 605, + "IoU": 0.7125715844014181, + "TN": 50826218, + "TP": 5226, + "n_pred": 5831, + "n_ref": 6729 + }, + "12": { + "Dice": 0.46531628380672174, + "FN": 4243, + "FP": 482, + "IoU": 0.3032001179766996, + "TN": 50826771, + "TP": 2056, + "n_pred": 2538, + "n_ref": 6299 + }, + "13": { + "Dice": 0.5988915353609381, + "FN": 9038, + "FP": 43504, + "IoU": 0.4274412370459969, + "TN": 50741785, + "TP": 39225, + "n_pred": 82729, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6672326360590419, + "FN": 21264, + "FP": 8134, + "IoU": 0.5006369859523364, + "TN": 50774681, + "TP": 29473, + "n_pred": 37607, + "n_ref": 50737 + }, + "15": { + "Dice": 0.8446691458954421, + "FN": 7273, + "FP": 2835, + "IoU": 0.7311058498044745, + "TN": 50795961, + "TP": 27483, + "n_pred": 30318, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9101579554489345, + "FN": 14026, + "FP": 25072, + "IoU": 0.8351283197409147, + "TN": 50596410, + "TP": 198044, + "n_pred": 223116, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9023783583777005, + "FN": 27543, + "FP": 10449, + "IoU": 0.8221215072290059, + "TN": 50619968, + "TP": 175592, + "n_pred": 186041, + "n_ref": 203135 + }, + "4": { + "Dice": 0.8468746933568835, + "FN": 704, + "FP": 5538, + "IoU": 0.7344168829511126, + "TN": 50810049, + "TP": 17261, + "n_pred": 22799, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8838383838383839, + "FN": 1294, + "FP": 1742, + "IoU": 0.7918552036199095, + "TN": 50818966, + "TP": 11550, + "n_pred": 13292, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8974162396724294, + "FN": 88183, + "FP": 393791, + "IoU": 0.8139211477283257, + "TN": 48243392, + "TP": 2108186, + "n_pred": 2501977, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.706457054839735, + "FN": 11652, + "FP": 168441, + "IoU": 0.5461411679317749, + "TN": 50436748, + "TP": 216711, + "n_pred": 385152, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9605828965368454, + "FN": 4970, + "FP": 3069, + "IoU": 0.9241553687507665, + "TN": 50727559, + "TP": 97954, + "n_pred": 101023, + "n_ref": 102924 + }, + "9": { + "Dice": 0.8821235181540303, + "FN": 17863, + "FP": 8129, + "IoU": 0.7891064285540419, + "TN": 50710305, + "TP": 97255, + "n_pred": 105384, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9249862601112265, + "FN": 20929, + "FP": 10054, + "IoU": 0.860441337435306, + "TN": 76662853, + "TP": 191024, + "n_pred": 201078, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7640789502129407, + "FN": 11943, + "FP": 20796, + "IoU": 0.6182263424873186, + "TN": 76799105, + "TP": 53016, + "n_pred": 73812, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7098436694725992, + "FN": 808, + "FP": 881, + "IoU": 0.5501997336884155, + "TN": 76881105, + "TP": 2066, + "n_pred": 2947, + "n_ref": 2874 + }, + "12": { + "Dice": 0.7375822181900658, + "FN": 983, + "FP": 174, + "IoU": 0.5842615882141574, + "TN": 76882077, + "TP": 1626, + "n_pred": 1800, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5532732073660025, + "FN": 18582, + "FP": 20499, + "IoU": 0.3824310230397269, + "TN": 76821578, + "TP": 24201, + "n_pred": 44700, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8658190558292751, + "FN": 5681, + "FP": 17822, + "IoU": 0.7633870594275705, + "TN": 76785529, + "TP": 75828, + "n_pred": 93650, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6362656405638107, + "FN": 16700, + "FP": 9957, + "IoU": 0.4665612743136156, + "TN": 76834888, + "TP": 23315, + "n_pred": 33272, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9077733083610341, + "FN": 3810, + "FP": 16527, + "IoU": 0.8311217033149538, + "TN": 76764436, + "TP": 100087, + "n_pred": 116614, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9011450361548726, + "FN": 11981, + "FP": 6762, + "IoU": 0.8200764120877011, + "TN": 76780688, + "TP": 85429, + "n_pred": 92191, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9002104240854646, + "FN": 2636, + "FP": 2296, + "IoU": 0.8185296931341526, + "TN": 76857682, + "TP": 22246, + "n_pred": 24542, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8910258588467158, + "FN": 2644, + "FP": 563, + "IoU": 0.8034685623238141, + "TN": 76868542, + "TP": 13111, + "n_pred": 13674, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9636704879426127, + "FN": 28657, + "FP": 54461, + "IoU": 0.9298881067561925, + "TN": 75699355, + "TP": 1102387, + "n_pred": 1156848, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.779652142611712, + "FN": 18206, + "FP": 62596, + "IoU": 0.6388769709321034, + "TN": 76661108, + "TP": 142950, + "n_pred": 205546, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9369913914321526, + "FN": 3673, + "FP": 6230, + "IoU": 0.8814523079869757, + "TN": 76801324, + "TP": 73633, + "n_pred": 79863, + "n_ref": 77306 + }, + "9": { + "Dice": 0.8940099216740912, + "FN": 15807, + "FP": 2204, + "IoU": 0.8083344861712656, + "TN": 76790889, + "TP": 75960, + "n_pred": 78164, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8197771173848439, + "FN": 14231, + "FP": 34285, + "IoU": 0.6945951730476274, + "TN": 130841074, + "TP": 110342, + "n_pred": 144627, + "n_ref": 124573 + }, + "10": { + "Dice": 0.6776837436304434, + "FN": 11880, + "FP": 31575, + "IoU": 0.5124974758240032, + "TN": 130910794, + "TP": 45683, + "n_pred": 77258, + "n_ref": 57563 + }, + "11": { + "Dice": 0.6993702353331124, + "FN": 2403, + "FP": 318, + "IoU": 0.5377166156982671, + "TN": 130994046, + "TP": 3165, + "n_pred": 3483, + "n_ref": 5568 + }, + "12": { + "Dice": 0.5950993831391364, + "FN": 3829, + "FP": 897, + "IoU": 0.4235882424685937, + "TN": 130991733, + "TP": 3473, + "n_pred": 4370, + "n_ref": 7302 + }, + "13": { + "Dice": 0.4815377722333014, + "FN": 51011, + "FP": 8004, + "IoU": 0.3171219958112033, + "TN": 130913511, + "TP": 27406, + "n_pred": 35410, + "n_ref": 78417 + }, + "14": { + "Dice": 0.03645795717407498, + "FN": 928457, + "FP": 5433, + "IoU": 0.018567444128471413, + "TN": 130048374, + "TP": 17668, + "n_pred": 23101, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0003389882740874282, + "FN": 25288, + "FP": 104466, + "IoU": 0.00016952287017630378, + "TN": 130870156, + "TP": 22, + "n_pred": 104488, + "n_ref": 25310 + }, + "2": { + "Dice": 0.708509750815663, + "FN": 94858, + "FP": 7170, + "IoU": 0.5485986063488553, + "TN": 130773907, + "TP": 123997, + "n_pred": 131167, + "n_ref": 218855 + }, + "3": { + "Dice": 0.837895229916465, + "FN": 14726, + "FP": 89094, + "IoU": 0.7210152229701586, + "TN": 130627797, + "TP": 268315, + "n_pred": 357409, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 9327, + "IoU": 0.0, + "TN": 130988325, + "TP": 0, + "n_pred": 9327, + "n_ref": 2280 + }, + "5": { + "Dice": 0.5960501657777137, + "FN": 13382, + "FP": 629, + "IoU": 0.4245523246262527, + "TN": 130975584, + "TP": 10337, + "n_pred": 10966, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9012549592259091, + "FN": 55945, + "FP": 254573, + "IoU": 0.8202585001803099, + "TN": 129272351, + "TP": 1417063, + "n_pred": 1671636, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.6864700554146793, + "FN": 52873, + "FP": 85236, + "IoU": 0.5226146980847071, + "TN": 130710629, + "TP": 151194, + "n_pred": 236430, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9384052786390015, + "FN": 7981, + "FP": 7515, + "IoU": 0.8839581242792314, + "TN": 130866394, + "TP": 118042, + "n_pred": 125557, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7459464997737383, + "FN": 13536, + "FP": 16219, + "IoU": 0.5948282905307879, + "TN": 130926494, + "TP": 43683, + "n_pred": 59902, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9491458900138263, + "FN": 4215, + "FP": 1486, + "IoU": 0.9032137582126547, + "TN": 74367795, + "TP": 53202, + "n_pred": 54688, + "n_ref": 57417 + }, + "10": { + "Dice": 0.6746298183562136, + "FN": 33761, + "FP": 9659, + "IoU": 0.509012370807608, + "TN": 74338264, + "TP": 45014, + "n_pred": 54673, + "n_ref": 78775 + }, + "11": { + "Dice": 0.6855895196506551, + "FN": 818, + "FP": 622, + "IoU": 0.521594684385382, + "TN": 74423688, + "TP": 1570, + "n_pred": 2192, + "n_ref": 2388 + }, + "12": { + "Dice": 0.4990198823858863, + "FN": 1566, + "FP": 223, + "IoU": 0.33246268656716416, + "TN": 74424018, + "TP": 891, + "n_pred": 1114, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5131786558370227, + "FN": 64786, + "FP": 8337, + "IoU": 0.3451515260065912, + "TN": 74315034, + "TP": 38541, + "n_pred": 46878, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9232291958996829, + "FN": 17921, + "FP": 7520, + "IoU": 0.8574054872067931, + "TN": 74248283, + "TP": 152974, + "n_pred": 160494, + "n_ref": 170895 + }, + "15": { + "Dice": 0.47783592611178816, + "FN": 12220, + "FP": 9631, + "IoU": 0.31391880435806463, + "TN": 74394849, + "TP": 9998, + "n_pred": 19629, + "n_ref": 22218 + }, + "2": { + "Dice": 0.921470778610653, + "FN": 8423, + "FP": 10382, + "IoU": 0.8543772021527859, + "TN": 74297563, + "TP": 110330, + "n_pred": 120712, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9121070648188749, + "FN": 7426, + "FP": 16427, + "IoU": 0.8384162037664273, + "TN": 74279078, + "TP": 123767, + "n_pred": 140194, + "n_ref": 131193 + }, + "4": { + "Dice": 0.7535306596625921, + "FN": 11812, + "FP": 387, + "IoU": 0.6045320452556164, + "TN": 74395851, + "TP": 18648, + "n_pred": 19035, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9649746631348612, + "FN": 16172, + "FP": 47086, + "IoU": 0.9323198464470006, + "TN": 73492037, + "TP": 871403, + "n_pred": 918489, + "n_ref": 887575 + }, + "7": { + "Dice": 0.700401523376243, + "FN": 48904, + "FP": 38023, + "IoU": 0.5389368608647686, + "TN": 74238162, + "TP": 101609, + "n_pred": 139632, + "n_ref": 150513 + }, + "8": { + "Dice": 0.921232990835879, + "FN": 1765, + "FP": 5326, + "IoU": 0.8539684501009103, + "TN": 74378140, + "TP": 41467, + "n_pred": 46793, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8252553959597512, + "FN": 6912, + "FP": 4463, + "IoU": 0.7024977115208578, + "TN": 74388463, + "TP": 26860, + "n_pred": 31323, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9755789428605077, + "FN": 3718, + "FP": 3125, + "IoU": 0.9523222273316333, + "TN": 106503162, + "TP": 136683, + "n_pred": 139808, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8280932285652978, + "FN": 18300, + "FP": 15348, + "IoU": 0.7066203974156647, + "TN": 106531997, + "TP": 81043, + "n_pred": 96391, + "n_ref": 99343 + }, + "11": { + "Dice": 0.5162501805575618, + "FN": 2864, + "FP": 485, + "IoU": 0.3479361370716511, + "TN": 106641552, + "TP": 1787, + "n_pred": 2272, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7146782905334976, + "FN": 1699, + "FP": 1312, + "IoU": 0.5560306694190504, + "TN": 106639906, + "TP": 3771, + "n_pred": 5083, + "n_ref": 5470 + }, + "13": { + "Dice": 0.7463613044032823, + "FN": 14611, + "FP": 3286, + "IoU": 0.5953559881525696, + "TN": 106602459, + "TP": 26332, + "n_pred": 29618, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9341458727936534, + "FN": 2195, + "FP": 7401, + "IoU": 0.8764293808591738, + "TN": 106569032, + "TP": 68060, + "n_pred": 75461, + "n_ref": 70255 + }, + "15": { + "Dice": 0.6093653562323896, + "FN": 3853, + "FP": 25261, + "IoU": 0.43819227355177337, + "TN": 106594866, + "TP": 22708, + "n_pred": 47969, + "n_ref": 26561 + }, + "2": { + "Dice": 0.7097344714574537, + "FN": 81534, + "FP": 4465, + "IoU": 0.5500685368686499, + "TN": 106455550, + "TP": 105139, + "n_pred": 109604, + "n_ref": 186673 + }, + "3": { + "Dice": 0.7375178316690443, + "FN": 2630, + "FP": 102618, + "IoU": 0.584180790960452, + "TN": 106393578, + "TP": 147862, + "n_pred": 250480, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8627579737335835, + "FN": 886, + "FP": 2040, + "IoU": 0.7586406005114246, + "TN": 106634565, + "TP": 9197, + "n_pred": 11237, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7307056229327453, + "FN": 1791, + "FP": 163, + "IoU": 0.5756786102062975, + "TN": 106642083, + "TP": 2651, + "n_pred": 2814, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9757508954555411, + "FN": 27515, + "FP": 34370, + "IoU": 0.9526499863424458, + "TN": 105339719, + "TP": 1245084, + "n_pred": 1279454, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9213896410180091, + "FN": 33473, + "FP": 18292, + "IoU": 0.8542377081262513, + "TN": 106291555, + "TP": 303368, + "n_pred": 321660, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9464348511063285, + "FN": 3748, + "FP": 3868, + "IoU": 0.8983163994178828, + "TN": 106571789, + "TP": 67283, + "n_pred": 71151, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8872526576562451, + "FN": 14350, + "FP": 3627, + "IoU": 0.7973532030976993, + "TN": 106557977, + "TP": 70734, + "n_pred": 74361, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.96066894797108, + "FN": 9182, + "FP": 2737, + "IoU": 0.9243146792311453, + "TN": 107969447, + "TP": 145562, + "n_pred": 148299, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8393462318791299, + "FN": 7088, + "FP": 21260, + "IoU": 0.7231667659495513, + "TN": 108024527, + "TP": 74053, + "n_pred": 95313, + "n_ref": 81141 + }, + "11": { + "Dice": 0.6564495530012772, + "FN": 1238, + "FP": 645, + "IoU": 0.48859315589353614, + "TN": 108123246, + "TP": 1799, + "n_pred": 2444, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7406723796967699, + "FN": 1165, + "FP": 802, + "IoU": 0.5881490787269682, + "TN": 108122152, + "TP": 2809, + "n_pred": 3611, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7903331063443423, + "FN": 21713, + "FP": 7845, + "IoU": 0.6533477195163427, + "TN": 108041661, + "TP": 55709, + "n_pred": 63554, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7709976002742543, + "FN": 6158, + "FP": 13882, + "IoU": 0.6273361227336123, + "TN": 108073153, + "TP": 33735, + "n_pred": 47617, + "n_ref": 39893 + }, + "15": { + "Dice": 0.6248519098522503, + "FN": 4288, + "FP": 23261, + "IoU": 0.45438881406955556, + "TN": 108076436, + "TP": 22943, + "n_pred": 46204, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9431636687172985, + "FN": 17078, + "FP": 3811, + "IoU": 0.8924406180969986, + "TN": 107932719, + "TP": 173320, + "n_pred": 177131, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9421374352147762, + "FN": 7730, + "FP": 15916, + "IoU": 0.8906047596136052, + "TN": 107910776, + "TP": 192506, + "n_pred": 208422, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9547541184960004, + "FN": 2216, + "FP": 731, + "IoU": 0.9134253819036428, + "TN": 108092888, + "TP": 31093, + "n_pred": 31824, + "n_ref": 33309 + }, + "5": { + "Dice": 0.4645544554455446, + "FN": 2704, + "FP": 0, + "IoU": 0.3025535207634769, + "TN": 108123051, + "TP": 1173, + "n_pred": 1173, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9715210905227571, + "FN": 48283, + "FP": 35619, + "IoU": 0.9446193612434538, + "TN": 106611922, + "TP": 1431104, + "n_pred": 1466723, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.843939679378493, + "FN": 21197, + "FP": 65784, + "IoU": 0.7300135333118125, + "TN": 107804760, + "TP": 235187, + "n_pred": 300971, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9340836199011197, + "FN": 2834, + "FP": 2859, + "IoU": 0.876319791440365, + "TN": 108080898, + "TP": 40337, + "n_pred": 43196, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9014188255974553, + "FN": 7894, + "FP": 3883, + "IoU": 0.8205300132579509, + "TN": 108061307, + "TP": 53844, + "n_pred": 57727, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7706457046603032, + "FN": 21554, + "FP": 39718, + "IoU": 0.6268703071048833, + "TN": 62405949, + "TP": 102939, + "n_pred": 142657, + "n_ref": 124493 + }, + "10": { + "Dice": 0.7794450957405237, + "FN": 9281, + "FP": 18939, + "IoU": 0.6385989626688865, + "TN": 62492075, + "TP": 49865, + "n_pred": 68804, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6442137249936692, + "FN": 780, + "FP": 625, + "IoU": 0.47515875980575273, + "TN": 62567483, + "TP": 1272, + "n_pred": 1897, + "n_ref": 2052 + }, + "12": { + "Dice": 0.6146547179757512, + "FN": 1352, + "FP": 2303, + "IoU": 0.4436834094368341, + "TN": 62563590, + "TP": 2915, + "n_pred": 5218, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7485101311084624, + "FN": 9995, + "FP": 11316, + "IoU": 0.5980952380952381, + "TN": 62517135, + "TP": 31714, + "n_pred": 43030, + "n_ref": 41709 + }, + "14": { + "Dice": 0.7844664963311923, + "FN": 124472, + "FP": 1894, + "IoU": 0.6453680576993237, + "TN": 62213830, + "TP": 229964, + "n_pred": 231858, + "n_ref": 354436 + }, + "15": { + "Dice": 0.551845959734489, + "FN": 41041, + "FP": 40653, + "IoU": 0.3810685496090672, + "TN": 62438168, + "TP": 50298, + "n_pred": 90951, + "n_ref": 91339 + }, + "2": { + "Dice": 0.8491718156716689, + "FN": 38306, + "FP": 7415, + "IoU": 0.7378788834297443, + "TN": 62395733, + "TP": 128706, + "n_pred": 136121, + "n_ref": 167012 + }, + "3": { + "Dice": 0.8928523873264607, + "FN": 9065, + "FP": 36802, + "IoU": 0.806443853652361, + "TN": 62333190, + "TP": 191103, + "n_pred": 227905, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8706081557781854, + "FN": 1885, + "FP": 4534, + "IoU": 0.770864567716142, + "TN": 62542146, + "TP": 21595, + "n_pred": 26129, + "n_ref": 23480 + }, + "5": { + "Dice": 0.6379614705656612, + "FN": 4019, + "FP": 698, + "IoU": 0.4683872421954243, + "TN": 62561287, + "TP": 4156, + "n_pred": 4854, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9486496802365929, + "FN": 35893, + "FP": 118015, + "IoU": 0.9023154912342389, + "TN": 60994598, + "TP": 1421654, + "n_pred": 1539669, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8900418003715589, + "FN": 18759, + "FP": 22909, + "IoU": 0.8018696565956274, + "TN": 62359854, + "TP": 168638, + "n_pred": 191547, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9152500783837944, + "FN": 2984, + "FP": 9450, + "IoU": 0.8437429311081509, + "TN": 62490586, + "TP": 67140, + "n_pred": 76590, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8211628547809314, + "FN": 4896, + "FP": 14574, + "IoU": 0.6965871902758298, + "TN": 62505990, + "TP": 44700, + "n_pred": 59274, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9064183722297917, + "FN": 32566, + "FP": 18672, + "IoU": 0.8288529627897655, + "TN": 55081868, + "TP": 248142, + "n_pred": 266814, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8577790486156317, + "FN": 6072, + "FP": 17305, + "IoU": 0.7509747107825383, + "TN": 55287374, + "TP": 70497, + "n_pred": 87802, + "n_ref": 76569 + }, + "11": { + "Dice": 0.6461310990635781, + "FN": 1705, + "FP": 1167, + "IoU": 0.4772479068074263, + "TN": 55375754, + "TP": 2622, + "n_pred": 3789, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7333784088347983, + "FN": 1474, + "FP": 892, + "IoU": 0.5790035587188612, + "TN": 55375628, + "TP": 3254, + "n_pred": 4146, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7282701131701664, + "FN": 15906, + "FP": 13171, + "IoU": 0.5726610034978395, + "TN": 55313206, + "TP": 38965, + "n_pred": 52136, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9385674703279434, + "FN": 4404, + "FP": 7480, + "IoU": 0.884246001597413, + "TN": 55278582, + "TP": 90782, + "n_pred": 98262, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8116506211102626, + "FN": 6545, + "FP": 31194, + "IoU": 0.68300672809589, + "TN": 55262195, + "TP": 81314, + "n_pred": 112508, + "n_ref": 87859 + }, + "2": { + "Dice": 0.894386562288712, + "FN": 30677, + "FP": 8218, + "IoU": 0.8089505172261354, + "TN": 55177662, + "TP": 164691, + "n_pred": 172909, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9012416836406029, + "FN": 11107, + "FP": 26760, + "IoU": 0.8202365071754435, + "TN": 55170599, + "TP": 172782, + "n_pred": 199542, + "n_ref": 183889 + }, + "4": { + "Dice": 0.7588210875882109, + "FN": 2839, + "FP": 66, + "IoU": 0.611371237458194, + "TN": 55373773, + "TP": 4570, + "n_pred": 4636, + "n_ref": 7409 + }, + "5": { + "Dice": 0.6441120607787274, + "FN": 2927, + "FP": 71, + "IoU": 0.4750481526877955, + "TN": 55375537, + "TP": 2713, + "n_pred": 2784, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9607233713934937, + "FN": 61302, + "FP": 56235, + "IoU": 0.9244154491202798, + "TN": 53826208, + "TP": 1437503, + "n_pred": 1493738, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9259991042967413, + "FN": 17078, + "FP": 8203, + "IoU": 0.8621958398744113, + "TN": 55197792, + "TP": 158175, + "n_pred": 166378, + "n_ref": 175253 + }, + "8": { + "Dice": 0.932239554202142, + "FN": 2050, + "FP": 4492, + "IoU": 0.8730793108800249, + "TN": 55329704, + "TP": 45002, + "n_pred": 49494, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8718873194793875, + "FN": 6904, + "FP": 6030, + "IoU": 0.7728725459206968, + "TN": 55324302, + "TP": 44012, + "n_pred": 50042, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9691938893754036, + "FN": 14823, + "FP": 2590, + "IoU": 0.9402290880756807, + "TN": 110855286, + "TP": 273916, + "n_pred": 276506, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8215839459016583, + "FN": 11078, + "FP": 19844, + "IoU": 0.6971934428798057, + "TN": 111044497, + "TP": 71196, + "n_pred": 91040, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7602877019219432, + "FN": 410, + "FP": 1623, + "IoU": 0.6132775347156173, + "TN": 111141358, + "TP": 3224, + "n_pred": 4847, + "n_ref": 3634 + }, + "12": { + "Dice": 0.7481740234995237, + "FN": 748, + "FP": 838, + "IoU": 0.5976661593099949, + "TN": 111142673, + "TP": 2356, + "n_pred": 3194, + "n_ref": 3104 + }, + "13": { + "Dice": 0.7397671070397529, + "FN": 13010, + "FP": 21875, + "IoU": 0.5870082515479051, + "TN": 111062146, + "TP": 49584, + "n_pred": 71459, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8921582164869513, + "FN": 5580, + "FP": 3011, + "IoU": 0.8053119405352732, + "TN": 111102488, + "TP": 35536, + "n_pred": 38547, + "n_ref": 41116 + }, + "15": { + "Dice": 0.38639546867980373, + "FN": 3432, + "FP": 66225, + "IoU": 0.2394610706525893, + "TN": 111055026, + "TP": 21932, + "n_pred": 88157, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9319746098461192, + "FN": 14862, + "FP": 5725, + "IoU": 0.8726146573274262, + "TN": 110985003, + "TP": 141025, + "n_pred": 146750, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9334408615594927, + "FN": 20594, + "FP": 11346, + "IoU": 0.875189033516082, + "TN": 110890708, + "TP": 223967, + "n_pred": 235313, + "n_ref": 244561 + }, + "4": { + "Dice": 0.910268663056175, + "FN": 1694, + "FP": 1686, + "IoU": 0.8353147534593647, + "TN": 111126091, + "TP": 17144, + "n_pred": 18830, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8213283442469598, + "FN": 1255, + "FP": 273, + "IoU": 0.6968253968253968, + "TN": 111141575, + "TP": 3512, + "n_pred": 3785, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9781478915066324, + "FN": 23205, + "FP": 47435, + "IoU": 0.9572303891889273, + "TN": 109494975, + "TP": 1581000, + "n_pred": 1628435, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.37876978749276624, + "FN": 275286, + "FP": 63938, + "IoU": 0.23363109357985531, + "TN": 110703977, + "TP": 103414, + "n_pred": 167352, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9375706755813163, + "FN": 4685, + "FP": 5418, + "IoU": 0.8824781602242721, + "TN": 111060648, + "TP": 75864, + "n_pred": 81282, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8965966031105616, + "FN": 7631, + "FP": 3492, + "IoU": 0.8125737202170323, + "TN": 111087269, + "TP": 48223, + "n_pred": 51715, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9671344662153074, + "FN": 8061, + "FP": 5133, + "IoU": 0.9363604792498698, + "TN": 96913701, + "TP": 194130, + "n_pred": 199263, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8771157361164903, + "FN": 9858, + "FP": 8227, + "IoU": 0.7811274628455245, + "TN": 97038397, + "TP": 64543, + "n_pred": 72770, + "n_ref": 74401 + }, + "11": { + "Dice": 0.6758620689655173, + "FN": 1413, + "FP": 984, + "IoU": 0.5104166666666666, + "TN": 97116129, + "TP": 2499, + "n_pred": 3483, + "n_ref": 3912 + }, + "12": { + "Dice": 0.6237497339859545, + "FN": 2352, + "FP": 1184, + "IoU": 0.4532240606154322, + "TN": 97114558, + "TP": 2931, + "n_pred": 4115, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8432299157591946, + "FN": 10331, + "FP": 4929, + "IoU": 0.7289520426287744, + "TN": 97064725, + "TP": 41040, + "n_pred": 45969, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9190066448234682, + "FN": 13259, + "FP": 7901, + "IoU": 0.8501501331369328, + "TN": 96979817, + "TP": 120048, + "n_pred": 127949, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8977095778715212, + "FN": 5083, + "FP": 9369, + "IoU": 0.8144038629475523, + "TN": 97043157, + "TP": 63416, + "n_pred": 72785, + "n_ref": 68499 + }, + "2": { + "Dice": 0.7868875605967901, + "FN": 50361, + "FP": 13031, + "IoU": 0.6486517943743938, + "TN": 96940600, + "TP": 117033, + "n_pred": 130064, + "n_ref": 167394 + }, + "3": { + "Dice": 0.8626814622312509, + "FN": 7724, + "FP": 59805, + "IoU": 0.7585222904426621, + "TN": 96841376, + "TP": 212120, + "n_pred": 271925, + "n_ref": 219844 + }, + "4": { + "Dice": 0.9001262046810463, + "FN": 1542, + "FP": 1940, + "IoU": 0.818390444896469, + "TN": 97101852, + "TP": 15691, + "n_pred": 17631, + "n_ref": 17233 + }, + "5": { + "Dice": 0.6138760016870519, + "FN": 6636, + "FP": 688, + "IoU": 0.4428723566103758, + "TN": 97107879, + "TP": 5822, + "n_pred": 6510, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9643996199754283, + "FN": 29506, + "FP": 85532, + "IoU": 0.9312468772486798, + "TN": 95447821, + "TP": 1558166, + "n_pred": 1643698, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9210713129150667, + "FN": 38075, + "FP": 11402, + "IoU": 0.8536906321432901, + "TN": 96782858, + "TP": 288690, + "n_pred": 300092, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9490848318469484, + "FN": 5554, + "FP": 4591, + "IoU": 0.903103181501256, + "TN": 97016326, + "TP": 94554, + "n_pred": 99145, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9168402220784235, + "FN": 11142, + "FP": 4151, + "IoU": 0.8464496566127153, + "TN": 97021429, + "TP": 84303, + "n_pred": 88454, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9628661386282412, + "FN": 11506, + "FP": 2812, + "IoU": 0.9283913817592574, + "TN": 78856457, + "TP": 185630, + "n_pred": 188442, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8252065430006688, + "FN": 10958, + "FP": 23803, + "IoU": 0.7024269143517528, + "TN": 78939590, + "TP": 82054, + "n_pred": 105857, + "n_ref": 93012 + }, + "11": { + "Dice": 0.5483422672225531, + "FN": 1628, + "FP": 647, + "IoU": 0.3777352297592998, + "TN": 79052749, + "TP": 1381, + "n_pred": 2028, + "n_ref": 3009 + }, + "12": { + "Dice": 0.46426389737324375, + "FN": 1864, + "FP": 767, + "IoU": 0.3023070803500398, + "TN": 79052634, + "TP": 1140, + "n_pred": 1907, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7136069400526464, + "FN": 22371, + "FP": 12227, + "IoU": 0.5547347558621399, + "TN": 78978703, + "TP": 43104, + "n_pred": 55331, + "n_ref": 65475 + }, + "14": { + "Dice": 0.48934062752388646, + "FN": 21822, + "FP": 11689, + "IoU": 0.32392519216414145, + "TN": 79006838, + "TP": 16056, + "n_pred": 27745, + "n_ref": 37878 + }, + "15": { + "Dice": 0.5321569363619298, + "FN": 10184, + "FP": 39660, + "IoU": 0.3625434827092286, + "TN": 78978213, + "TP": 28348, + "n_pred": 68008, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9361670609660989, + "FN": 5312, + "FP": 9339, + "IoU": 0.8799944301557918, + "TN": 78934319, + "TP": 107435, + "n_pred": 116774, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9338286452638903, + "FN": 8637, + "FP": 7341, + "IoU": 0.87587106998858, + "TN": 78927684, + "TP": 112743, + "n_pred": 120084, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8271290840921264, + "FN": 2305, + "FP": 277, + "IoU": 0.7052174905811166, + "TN": 79047646, + "TP": 6177, + "n_pred": 6454, + "n_ref": 8482 + }, + "5": { + "Dice": 0.6291779584462511, + "FN": 2172, + "FP": 1112, + "IoU": 0.4589785831960461, + "TN": 79050335, + "TP": 2786, + "n_pred": 3898, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9721819644353383, + "FN": 41780, + "FP": 31293, + "IoU": 0.9458697267374201, + "TN": 77706458, + "TP": 1276874, + "n_pred": 1308167, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.8360049231758137, + "FN": 130610, + "FP": 4099, + "IoU": 0.7182203256879295, + "TN": 78578340, + "TP": 343356, + "n_pred": 347455, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9155038173709275, + "FN": 1249, + "FP": 4340, + "IoU": 0.8441743106476706, + "TN": 79020538, + "TP": 30278, + "n_pred": 34618, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9192323099894388, + "FN": 8188, + "FP": 2901, + "IoU": 0.850536445978003, + "TN": 78982213, + "TP": 63103, + "n_pred": 66004, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9319576037171156, + "FN": 7973, + "FP": 24947, + "IoU": 0.872584840227892, + "TN": 122453572, + "TP": 225448, + "n_pred": 250395, + "n_ref": 233421 + }, + "10": { + "Dice": 0.794729854120801, + "FN": 16720, + "FP": 31671, + "IoU": 0.6593790253894289, + "TN": 122569873, + "TP": 93676, + "n_pred": 125347, + "n_ref": 110396 + }, + "11": { + "Dice": 0.41847085541256623, + "FN": 2800, + "FP": 1041, + "IoU": 0.2645988895270917, + "TN": 122706717, + "TP": 1382, + "n_pred": 2423, + "n_ref": 4182 + }, + "12": { + "Dice": 0.37103973870440937, + "FN": 4586, + "FP": 1191, + "IoU": 0.22777703515572784, + "TN": 122704459, + "TP": 1704, + "n_pred": 2895, + "n_ref": 6290 + }, + "13": { + "Dice": 0.4182206348082118, + "FN": 33133, + "FP": 24366, + "IoU": 0.26439884348693804, + "TN": 122633774, + "TP": 20667, + "n_pred": 45033, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8739459538859129, + "FN": 12500, + "FP": 14961, + "IoU": 0.7761136837985911, + "TN": 122589284, + "TP": 95195, + "n_pred": 110156, + "n_ref": 107695 + }, + "15": { + "Dice": 0.9027651989594373, + "FN": 4240, + "FP": 5852, + "IoU": 0.8227639135245254, + "TN": 122654999, + "TP": 46849, + "n_pred": 52701, + "n_ref": 51089 + }, + "2": { + "Dice": 0.70749481291849, + "FN": 60389, + "FP": 2910, + "IoU": 0.5473825714510443, + "TN": 122572089, + "TP": 76552, + "n_pred": 79462, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7840742282496769, + "FN": 2730, + "FP": 76114, + "IoU": 0.6448372478535456, + "TN": 122489946, + "TP": 143150, + "n_pred": 219264, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7198540809236197, + "FN": 11604, + "FP": 30326, + "IoU": 0.5623218964311437, + "TN": 122616139, + "TP": 53871, + "n_pred": 84197, + "n_ref": 65475 + }, + "5": { + "Dice": 0.5924026665614769, + "FN": 9700, + "FP": 633, + "IoU": 0.42086089003474947, + "TN": 122694098, + "TP": 7509, + "n_pred": 8142, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9466171344384895, + "FN": 41522, + "FP": 146752, + "IoU": 0.8986448948302296, + "TN": 120854372, + "TP": 1669294, + "n_pred": 1816046, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.7031287785348889, + "FN": 131541, + "FP": 235518, + "IoU": 0.5421731679268393, + "TN": 121910198, + "TP": 434683, + "n_pred": 670201, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9255953979044285, + "FN": 7167, + "FP": 13618, + "IoU": 0.8614961217581363, + "TN": 122561872, + "TP": 129283, + "n_pred": 142901, + "n_ref": 136450 + }, + "9": { + "Dice": 0.85162819192266, + "FN": 11496, + "FP": 10543, + "IoU": 0.7415962199111257, + "TN": 122626651, + "TP": 63250, + "n_pred": 73793, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808185/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_007/summary.json b/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_007/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c325e0834d3b699b4f682a42cd1acfd30d4b21ce --- /dev/null +++ b/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_007/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7603369211277808, + "FN": 24739.9, + "FP": 25660.073333333337, + "IoU": 0.6511394353840028, + "TN": 96244710.236, + "TP": 161850.63066666664, + "n_pred": 187510.70400000003, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8964300894707232, + "FN": 14027.4, + "FP": 21483.8, + "IoU": 0.8337136180087923, + "TN": 96241188.9, + "TP": 180260.74, + "n_pred": 201744.54, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7214797239788874, + "FN": 18213.22, + "FP": 21435.74, + "IoU": 0.5835945673694245, + "TN": 96361302.54, + "TP": 56009.34, + "n_pred": 77445.08, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6355297833236268, + "FN": 1483.56, + "FP": 871.34, + "IoU": 0.4824385102925416, + "TN": 96452389.12, + "TP": 2216.82, + "n_pred": 3088.16, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.6075509465305788, + "FN": 1928.56, + "FP": 936.42, + "IoU": 0.45173257544432316, + "TN": 96451787.76, + "TP": 2308.1, + "n_pred": 3244.52, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.61683768058915, + "FN": 23165.32, + "FP": 16768.6, + "IoU": 0.46749136789294554, + "TN": 96382334.1, + "TP": 34692.82, + "n_pred": 51461.42, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7154258692214868, + "FN": 49689.7, + "FP": 17314.58, + "IoU": 0.6148184168753033, + "TN": 96301288.12, + "TP": 88668.44, + "n_pred": 105983.02, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.6451497044545397, + "FN": 14563.9, + "FP": 20765.34, + "IoU": 0.5255145304438755, + "TN": 96382148.46, + "TP": 39483.14, + "n_pred": 60248.48, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.8642273899203567, + "FN": 27304.6, + "FP": 11556.78, + "IoU": 0.7812907833628192, + "TN": 96288562.36, + "TP": 129537.1, + "n_pred": 141093.88, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8817011338881593, + "FN": 13143.26, + "FP": 30081.08, + "IoU": 0.7986245713306376, + "TN": 96263477.18, + "TP": 150259.32, + "n_pred": 180340.4, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6806820459240838, + "FN": 6390.58, + "FP": 7831.96, + "IoU": 0.5793337804203523, + "TN": 96422551.38, + "TP": 20186.92, + "n_pred": 28018.88, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.6875512705419823, + "FN": 7660.9, + "FP": 3093.8, + "IoU": 0.5464774897645177, + "TN": 96436714.88, + "TP": 9491.26, + "n_pred": 12585.06, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9238766387575518, + "FN": 87004.0, + "FP": 137106.3, + "IoU": 0.8647766677221363, + "TN": 94960630.92, + "TP": 1272219.62, + "n_pred": 1409325.92, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.7590707947248123, + "FN": 78856.74, + "FP": 76757.18, + "IoU": 0.6401962399152065, + "TN": 96041279.0, + "TP": 260067.92, + "n_pred": 336825.1, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.917200400256201, + "FN": 15410.52, + "FP": 9674.84, + "IoU": 0.8488942578838341, + "TN": 96314916.82, + "TP": 116958.66, + "n_pred": 126633.5, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.852340345334574, + "FN": 12256.24, + "FP": 9223.34, + "IoU": 0.748194154033332, + "TN": 96370082.0, + "TP": 65399.26, + "n_pred": 74622.6, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9337371138064678, + "FN": 3428, + "FP": 9241, + "IoU": 0.8757100391441269, + "TN": 119491389, + "TP": 89262, + "n_pred": 98503, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7604163028673209, + "FN": 10016, + "FP": 31144, + "IoU": 0.6134449046290817, + "TN": 119486841, + "TP": 65319, + "n_pred": 96463, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7289940828402367, + "FN": 1082, + "FP": 750, + "IoU": 0.5735567970204841, + "TN": 119589024, + "TP": 2464, + "n_pred": 3214, + "n_ref": 3546 + }, + "12": { + "Dice": 0.690130548302872, + "FN": 1161, + "FP": 1806, + "IoU": 0.5268697177483654, + "TN": 119587049, + "TP": 3304, + "n_pred": 5110, + "n_ref": 4465 + }, + "13": { + "Dice": 0.5333642082513218, + "FN": 25117, + "FP": 23247, + "IoU": 0.36366507025946004, + "TN": 119517316, + "TP": 27640, + "n_pred": 50887, + "n_ref": 52757 + }, + "14": { + "Dice": 0.39423648915885023, + "FN": 186183, + "FP": 2204, + "IoU": 0.2455134186928539, + "TN": 119343631, + "TP": 61302, + "n_pred": 63506, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 153055, + "IoU": 0.0, + "TN": 119407402, + "TP": 0, + "n_pred": 153055, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9508193281718805, + "FN": 4847, + "FP": 9217, + "IoU": 0.9062493750624937, + "TN": 119443305, + "TP": 135951, + "n_pred": 145168, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9478285692865319, + "FN": 6025, + "FP": 12068, + "IoU": 0.9008309307959615, + "TN": 119410874, + "TP": 164353, + "n_pred": 176421, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8334795397079313, + "FN": 21172, + "FP": 1417, + "IoU": 0.7145005750685659, + "TN": 119514199, + "TP": 56532, + "n_pred": 57949, + "n_ref": 77704 + }, + "5": { + "Dice": 0.09251213311763347, + "FN": 60261, + "FP": 18273, + "IoU": 0.04849946084786217, + "TN": 119510783, + "TP": 4003, + "n_pred": 22276, + "n_ref": 64264 + }, + "6": { + "Dice": 0.96659662349389, + "FN": 30093, + "FP": 49517, + "IoU": 0.9353526855717361, + "TN": 118361869, + "TP": 1151841, + "n_pred": 1201358, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 214018, + "IoU": 0.0, + "TN": 119379302, + "TP": 0, + "n_pred": 214018, + "n_ref": 0 + }, + "8": { + "Dice": 0.8058485472187324, + "FN": 60397, + "FP": 48554, + "IoU": 0.6748294325161613, + "TN": 119258262, + "TP": 226107, + "n_pred": 274661, + "n_ref": 286504 + }, + "9": { + "Dice": 0.854472798653954, + "FN": 15593, + "FP": 5165, + "IoU": 0.7459210027050515, + "TN": 119511621, + "TP": 60941, + "n_pred": 66106, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.949645271993942, + "FN": 11740, + "FP": 7012, + "IoU": 0.9041186245685798, + "TN": 72630085, + "TP": 176823, + "n_pred": 183835, + "n_ref": 188563 + }, + "10": { + "Dice": 0.6792038636031026, + "FN": 12759, + "FP": 39849, + "IoU": 0.5142382271468144, + "TN": 72717360, + "TP": 55692, + "n_pred": 95541, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6148258919034394, + "FN": 808, + "FP": 995, + "IoU": 0.44386181369524985, + "TN": 72822418, + "TP": 1439, + "n_pred": 2434, + "n_ref": 2247 + }, + "12": { + "Dice": 0.7117101937657961, + "FN": 762, + "FP": 949, + "IoU": 0.552445723253989, + "TN": 72821837, + "TP": 2112, + "n_pred": 3061, + "n_ref": 2874 + }, + "13": { + "Dice": 0.6842851644010454, + "FN": 16406, + "FP": 14762, + "IoU": 0.5200862268072984, + "TN": 72760715, + "TP": 33777, + "n_pred": 48539, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8777335802993957, + "FN": 4622, + "FP": 15511, + "IoU": 0.7821080314722021, + "TN": 72733261, + "TP": 72266, + "n_pred": 87777, + "n_ref": 76888 + }, + "15": { + "Dice": 0.6495142407266573, + "FN": 12162, + "FP": 20559, + "IoU": 0.4809486040609137, + "TN": 72762620, + "TP": 30319, + "n_pred": 50878, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9557196263784886, + "FN": 8404, + "FP": 3405, + "IoU": 0.9151944731701712, + "TN": 72686412, + "TP": 127439, + "n_pred": 130844, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9537203861564525, + "FN": 3016, + "FP": 9031, + "IoU": 0.9115349028477434, + "TN": 72689482, + "TP": 124131, + "n_pred": 133162, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8659843512441132, + "FN": 3657, + "FP": 3571, + "IoU": 0.7636440927373206, + "TN": 72795079, + "TP": 23353, + "n_pred": 26924, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7899880209318454, + "FN": 2374, + "FP": 957, + "IoU": 0.6528761984160066, + "TN": 72816064, + "TP": 6265, + "n_pred": 7222, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9410163694749758, + "FN": 54387, + "FP": 90205, + "IoU": 0.8886033195890267, + "TN": 71527668, + "TP": 1153400, + "n_pred": 1243605, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.7692673935691288, + "FN": 75694, + "FP": 22198, + "IoU": 0.6250483570107133, + "TN": 72564581, + "TP": 163187, + "n_pred": 185385, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9333148769768488, + "FN": 4254, + "FP": 3454, + "IoU": 0.8749675577472099, + "TN": 72764012, + "TP": 53940, + "n_pred": 57394, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8561298921286052, + "FN": 12786, + "FP": 9127, + "IoU": 0.7484502709156029, + "TN": 72738548, + "TP": 65199, + "n_pred": 74326, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.955019274151446, + "FN": 12171, + "FP": 11178, + "IoU": 0.9139108985727401, + "TN": 71538269, + "TP": 247870, + "n_pred": 259048, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7770403930827643, + "FN": 20656, + "FP": 21272, + "IoU": 0.6353769893034177, + "TN": 71694498, + "TP": 73062, + "n_pred": 94334, + "n_ref": 93718 + }, + "11": { + "Dice": 0.5972972972972973, + "FN": 1601, + "FP": 783, + "IoU": 0.4258188824662813, + "TN": 71805336, + "TP": 1768, + "n_pred": 2551, + "n_ref": 3369 + }, + "12": { + "Dice": 0.5639303702394628, + "FN": 3318, + "FP": 1617, + "IoU": 0.3926901304454836, + "TN": 71801362, + "TP": 3191, + "n_pred": 4808, + "n_ref": 6509 + }, + "13": { + "Dice": 0.6990815297219813, + "FN": 24398, + "FP": 9610, + "IoU": 0.537375358789841, + "TN": 71735977, + "TP": 39503, + "n_pred": 49113, + "n_ref": 63901 + }, + "14": { + "Dice": 0.6095734677723532, + "FN": 292680, + "FP": 1294, + "IoU": 0.43840753441013247, + "TN": 71286023, + "TP": 229491, + "n_pred": 230785, + "n_ref": 522171 + }, + "15": { + "Dice": 0.6056967930478768, + "FN": 102112, + "FP": 160, + "IoU": 0.4344082334658755, + "TN": 71628665, + "TP": 78551, + "n_pred": 78711, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9263190096607441, + "FN": 13642, + "FP": 7553, + "IoU": 0.862750684789577, + "TN": 71655061, + "TP": 133232, + "n_pred": 140785, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9323882775507599, + "FN": 9644, + "FP": 15787, + "IoU": 0.873340239662918, + "TN": 71608706, + "TP": 175351, + "n_pred": 191138, + "n_ref": 184995 + }, + "4": { + "Dice": 0.720323390019515, + "FN": 1056, + "FP": 8976, + "IoU": 0.5628948629689338, + "TN": 71786537, + "TP": 12919, + "n_pred": 21895, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8241803845621801, + "FN": 1406, + "FP": 2407, + "IoU": 0.7009411764705883, + "TN": 71796738, + "TP": 8937, + "n_pred": 11344, + "n_ref": 10343 + }, + "6": { + "Dice": 0.939757381748276, + "FN": 43684, + "FP": 110745, + "IoU": 0.8863606928929901, + "TN": 70450548, + "TP": 1204511, + "n_pred": 1315256, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9092148186956895, + "FN": 13007, + "FP": 31353, + "IoU": 0.8335415939630685, + "TN": 71542995, + "TP": 222133, + "n_pred": 253486, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9316171974963915, + "FN": 7334, + "FP": 3515, + "IoU": 0.8719882005899705, + "TN": 71724738, + "TP": 73901, + "n_pred": 77416, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8678114089608698, + "FN": 15203, + "FP": 7022, + "IoU": 0.7664901552879867, + "TN": 71714310, + "TP": 72953, + "n_pred": 79975, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9662084858977809, + "FN": 7708, + "FP": 6735, + "IoU": 0.9346260563348406, + "TN": 135224581, + "TP": 206486, + "n_pred": 213221, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7945706146206999, + "FN": 20567, + "FP": 12820, + "IoU": 0.6591598182839059, + "TN": 135347555, + "TP": 64568, + "n_pred": 77388, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6126714565643371, + "FN": 1671, + "FP": 701, + "IoU": 0.4416195856873823, + "TN": 135441262, + "TP": 1876, + "n_pred": 2577, + "n_ref": 3547 + }, + "12": { + "Dice": 0.6431597023468804, + "FN": 2699, + "FP": 418, + "IoU": 0.4740128248396895, + "TN": 135439584, + "TP": 2809, + "n_pred": 3227, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7354791372185117, + "FN": 6492, + "FP": 18023, + "IoU": 0.5816267322001502, + "TN": 135386914, + "TP": 34081, + "n_pred": 52104, + "n_ref": 40573 + }, + "14": { + "Dice": 0.908156968466341, + "FN": 11300, + "FP": 15341, + "IoU": 0.8317651367804189, + "TN": 135287154, + "TP": 131715, + "n_pred": 147056, + "n_ref": 143015 + }, + "15": { + "Dice": 0.7012910331671758, + "FN": 20418, + "FP": 5889, + "IoU": 0.5399909071833252, + "TN": 135388322, + "TP": 30881, + "n_pred": 36770, + "n_ref": 51299 + }, + "2": { + "Dice": 0.8577374471797452, + "FN": 27157, + "FP": 33342, + "IoU": 0.7509109399253132, + "TN": 135202629, + "TP": 182382, + "n_pred": 215724, + "n_ref": 209539 + }, + "3": { + "Dice": 0.8487568980337256, + "FN": 44684, + "FP": 20243, + "IoU": 0.737252537352089, + "TN": 135198402, + "TP": 182181, + "n_pred": 202424, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8599519777581196, + "FN": 2817, + "FP": 8265, + "IoU": 0.7543120649137587, + "TN": 135400404, + "TP": 34024, + "n_pred": 42289, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5759198550222965, + "FN": 13902, + "FP": 6925, + "IoU": 0.4044153393005233, + "TN": 135410541, + "TP": 14142, + "n_pred": 21067, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9639560196893805, + "FN": 47248, + "FP": 73537, + "IoU": 0.9304199802409681, + "TN": 133709595, + "TP": 1615130, + "n_pred": 1688667, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.822178073228324, + "FN": 25571, + "FP": 49435, + "IoU": 0.6980495561683541, + "TN": 135197105, + "TP": 173399, + "n_pred": 222834, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8719331556719302, + "FN": 55198, + "FP": 13667, + "IoU": 0.7729445821903355, + "TN": 135142214, + "TP": 234431, + "n_pred": 248098, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8451277993702252, + "FN": 18993, + "FP": 9976, + "IoU": 0.7317933524673641, + "TN": 135337500, + "TP": 79041, + "n_pred": 89017, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9020223244093538, + "FN": 17096, + "FP": 34850, + "IoU": 0.8215306599235906, + "TN": 105462941, + "TP": 239118, + "n_pred": 273968, + "n_ref": 256214 + }, + "10": { + "Dice": 0.37865489415216935, + "FN": 31580, + "FP": 63282, + "IoU": 0.23354367480830915, + "TN": 105630238, + "TP": 28905, + "n_pred": 92187, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6508831266441187, + "FN": 737, + "FP": 1121, + "IoU": 0.48245125348189416, + "TN": 105750415, + "TP": 1732, + "n_pred": 2853, + "n_ref": 2469 + }, + "12": { + "Dice": 0.5965799614643545, + "FN": 1927, + "FP": 1423, + "IoU": 0.42509009782049084, + "TN": 105748178, + "TP": 2477, + "n_pred": 3900, + "n_ref": 4404 + }, + "13": { + "Dice": 0.5011526541579517, + "FN": 48076, + "FP": 17274, + "IoU": 0.33435870273794005, + "TN": 105655829, + "TP": 32826, + "n_pred": 50100, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9306288595910169, + "FN": 22691, + "FP": 3281, + "IoU": 0.8702580651607038, + "TN": 105553823, + "TP": 174210, + "n_pred": 177491, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8196285976100088, + "FN": 6018, + "FP": 3627, + "IoU": 0.694381951265883, + "TN": 105722446, + "TP": 21914, + "n_pred": 25541, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9292413960649903, + "FN": 11367, + "FP": 10186, + "IoU": 0.8678346292526185, + "TN": 105590929, + "TP": 141523, + "n_pred": 151709, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8711470733766045, + "FN": 6845, + "FP": 41852, + "IoU": 0.7717099834983498, + "TN": 105540693, + "TP": 164615, + "n_pred": 206467, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6546873341119015, + "FN": 16188, + "FP": 9832, + "IoU": 0.4866432545476068, + "TN": 105703319, + "TP": 24666, + "n_pred": 34498, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7228000660392934, + "FN": 3609, + "FP": 3107, + "IoU": 0.5659255429162358, + "TN": 105738533, + "TP": 8756, + "n_pred": 11863, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9404811064179022, + "FN": 83539, + "FP": 100377, + "IoU": 0.8876492076873267, + "TN": 104117025, + "TP": 1453064, + "n_pred": 1553441, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8218586681012457, + "FN": 24712, + "FP": 80921, + "IoU": 0.6975891990621323, + "TN": 105404702, + "TP": 243670, + "n_pred": 324591, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9039219081425046, + "FN": 5142, + "FP": 12614, + "IoU": 0.8246875061708892, + "TN": 105652723, + "TP": 83526, + "n_pred": 96140, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8104433801946547, + "FN": 14478, + "FP": 13743, + "IoU": 0.6812987012987013, + "TN": 105665455, + "TP": 60329, + "n_pred": 74072, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9335015242300011, + "FN": 9042, + "FP": 25751, + "IoU": 0.8752956946853808, + "TN": 96858876, + "TP": 244211, + "n_pred": 269962, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8149450693925177, + "FN": 13396, + "FP": 31646, + "IoU": 0.6876854805158785, + "TN": 96993660, + "TP": 99178, + "n_pred": 130824, + "n_ref": 112574 + }, + "11": { + "Dice": 0.6100291366354853, + "FN": 1572, + "FP": 971, + "IoU": 0.43887908208296555, + "TN": 97133348, + "TP": 1989, + "n_pred": 2960, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7404479578392622, + "FN": 1146, + "FP": 1218, + "IoU": 0.5878661087866108, + "TN": 97132144, + "TP": 3372, + "n_pred": 4590, + "n_ref": 4518 + }, + "13": { + "Dice": 0.744385694495932, + "FN": 11745, + "FP": 14457, + "IoU": 0.592845821549554, + "TN": 97073526, + "TP": 38152, + "n_pred": 52609, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8570149818242945, + "FN": 60534, + "FP": 7514, + "IoU": 0.7498042128252549, + "TN": 96865901, + "TP": 203931, + "n_pred": 211445, + "n_ref": 264465 + }, + "15": { + "Dice": 0.3828492392807746, + "FN": 8532, + "FP": 36088, + "IoU": 0.23674307218611015, + "TN": 97079420, + "TP": 13840, + "n_pred": 49928, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9388113800622826, + "FN": 9276, + "FP": 7504, + "IoU": 0.8846790876040328, + "TN": 96992373, + "TP": 128727, + "n_pred": 136231, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9388275862068965, + "FN": 8720, + "FP": 10794, + "IoU": 0.8847078702801066, + "TN": 96968623, + "TP": 149743, + "n_pred": 160537, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9005420484842065, + "FN": 1994, + "FP": 3639, + "IoU": 0.8190782078047214, + "TN": 97106745, + "TP": 25502, + "n_pred": 29141, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8169595268388294, + "FN": 2754, + "FP": 2569, + "IoU": 0.6905592372979886, + "TN": 97120678, + "TP": 11879, + "n_pred": 14448, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9215764286897834, + "FN": 51488, + "FP": 195099, + "IoU": 0.854558870194321, + "TN": 95442438, + "TP": 1448855, + "n_pred": 1643954, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9285932565957014, + "FN": 12676, + "FP": 24477, + "IoU": 0.8667046967104012, + "TN": 96859153, + "TP": 241574, + "n_pred": 266051, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9310684622964666, + "FN": 9004, + "FP": 8624, + "IoU": 0.871027216856892, + "TN": 97001200, + "TP": 119052, + "n_pred": 127676, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8351870988795823, + "FN": 7157, + "FP": 17085, + "IoU": 0.7170139496877371, + "TN": 97052215, + "TP": 61423, + "n_pred": 78508, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9615543496098281, + "FN": 3586, + "FP": 10002, + "IoU": 0.9259553923198064, + "TN": 130583281, + "TP": 169923, + "n_pred": 179925, + "n_ref": 173509 + }, + "10": { + "Dice": 0.817009955158071, + "FN": 11839, + "FP": 17461, + "IoU": 0.6906313021993686, + "TN": 130672083, + "TP": 65409, + "n_pred": 82870, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7500329771797916, + "FN": 1206, + "FP": 689, + "IoU": 0.6000422119037568, + "TN": 130762054, + "TP": 2843, + "n_pred": 3532, + "n_ref": 4049 + }, + "12": { + "Dice": 0.6648811516571811, + "FN": 1342, + "FP": 660, + "IoU": 0.4979939819458375, + "TN": 130762804, + "TP": 1986, + "n_pred": 2646, + "n_ref": 3328 + }, + "13": { + "Dice": 0.7175834007924673, + "FN": 19261, + "FP": 13882, + "IoU": 0.5595556087124082, + "TN": 130691543, + "TP": 42106, + "n_pred": 55988, + "n_ref": 61367 + }, + "14": { + "Dice": 0.948298301252085, + "FN": 6778, + "FP": 9867, + "IoU": 0.9016799177761764, + "TN": 130597498, + "TP": 152649, + "n_pred": 162516, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8467121546591745, + "FN": 3475, + "FP": 5691, + "IoU": 0.7341724427945825, + "TN": 130732311, + "TP": 25315, + "n_pred": 31006, + "n_ref": 28790 + }, + "2": { + "Dice": 0.86279296875, + "FN": 10835, + "FP": 38621, + "IoU": 0.7586947187634178, + "TN": 130561840, + "TP": 155496, + "n_pred": 194117, + "n_ref": 166331 + }, + "3": { + "Dice": 0.8408501026965268, + "FN": 38732, + "FP": 9464, + "IoU": 0.7254023872603481, + "TN": 130591277, + "TP": 127319, + "n_pred": 136783, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6775444501353626, + "FN": 11416, + "FP": 6212, + "IoU": 0.5123381653203497, + "TN": 130730644, + "TP": 18520, + "n_pred": 24732, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6663967326244631, + "FN": 12382, + "FP": 6568, + "IoU": 0.4996963856694036, + "TN": 130728915, + "TP": 18927, + "n_pred": 25495, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9646539338745257, + "FN": 34188, + "FP": 61293, + "IoU": 0.9317212528604119, + "TN": 129368392, + "TP": 1302919, + "n_pred": 1364212, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.8949799528351814, + "FN": 22777, + "FP": 76443, + "IoU": 0.8099219151104606, + "TN": 130244796, + "TP": 422776, + "n_pred": 499219, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8879957205025518, + "FN": 15248, + "FP": 38981, + "IoU": 0.7985542293990691, + "TN": 130497593, + "TP": 214970, + "n_pred": 253951, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8817602674739078, + "FN": 14207, + "FP": 9346, + "IoU": 0.7885252525252525, + "TN": 130655417, + "TP": 87822, + "n_pred": 97168, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.743959666318917, + "FN": 13294, + "FP": 115800, + "IoU": 0.5923055545028486, + "TN": 71919364, + "TP": 187550, + "n_pred": 303350, + "n_ref": 200844 + }, + "10": { + "Dice": 0.5380636503393156, + "FN": 30988, + "FP": 23399, + "IoU": 0.36804861611396433, + "TN": 72149946, + "TP": 31675, + "n_pred": 55074, + "n_ref": 62663 + }, + "11": { + "Dice": 0.5137130801687764, + "FN": 1713, + "FP": 131, + "IoU": 0.3456352022711143, + "TN": 72233190, + "TP": 974, + "n_pred": 1105, + "n_ref": 2687 + }, + "12": { + "Dice": 0.5516189184607561, + "FN": 2444, + "FP": 201, + "IoU": 0.38085205992509363, + "TN": 72231736, + "TP": 1627, + "n_pred": 1828, + "n_ref": 4071 + }, + "13": { + "Dice": 0.36751368290575165, + "FN": 49387, + "FP": 23070, + "IoU": 0.2251251229841297, + "TN": 72142500, + "TP": 21051, + "n_pred": 44121, + "n_ref": 70438 + }, + "14": { + "Dice": 0.29615855267893565, + "FN": 49159, + "FP": 68177, + "IoU": 0.1738181408514174, + "TN": 72093986, + "TP": 24686, + "n_pred": 92863, + "n_ref": 73845 + }, + "15": { + "Dice": 0.36479212501195685, + "FN": 7341, + "FP": 65706, + "IoU": 0.22308608623513645, + "TN": 72141986, + "TP": 20975, + "n_pred": 86681, + "n_ref": 28316 + }, + "2": { + "Dice": 0.44141538978413986, + "FN": 90507, + "FP": 2599, + "IoU": 0.28321554498283213, + "TN": 72106114, + "TP": 36788, + "n_pred": 39387, + "n_ref": 127295 + }, + "3": { + "Dice": 0.724810769518513, + "FN": 7421, + "FP": 114700, + "IoU": 0.5683946760159182, + "TN": 71953062, + "TP": 160825, + "n_pred": 275525, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 42554, + "IoU": 0.0, + "TN": 72193454, + "TP": 0, + "n_pred": 42554, + "n_ref": 0 + }, + "5": { + "Dice": 0.8036274851761424, + "FN": 163, + "FP": 3778, + "IoU": 0.6717201166180758, + "TN": 72224003, + "TP": 8064, + "n_pred": 11842, + "n_ref": 8227 + }, + "6": { + "Dice": 0.8218768549358796, + "FN": 261493, + "FP": 280457, + "IoU": 0.6976154049593417, + "TN": 70443754, + "TP": 1250304, + "n_pred": 1530761, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.6304863509680959, + "FN": 56596, + "FP": 274731, + "IoU": 0.4603724478494834, + "TN": 71622016, + "TP": 282665, + "n_pred": 557396, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9278618853995868, + "FN": 4483, + "FP": 5328, + "IoU": 0.8654313028927263, + "TN": 72163101, + "TP": 63096, + "n_pred": 68424, + "n_ref": 67579 + }, + "9": { + "Dice": 0.628092013770148, + "FN": 22070, + "FP": 10556, + "IoU": 0.45782371709651687, + "TN": 72175832, + "TP": 27550, + "n_pred": 38106, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8143351825949383, + "FN": 11269, + "FP": 24172, + "IoU": 0.6868173624120745, + "TN": 52439956, + "TP": 77723, + "n_pred": 101895, + "n_ref": 88992 + }, + "10": { + "Dice": 0.16592527442788763, + "FN": 42279, + "FP": 7034, + "IoU": 0.0904681102216976, + "TN": 52498902, + "TP": 4905, + "n_pred": 11939, + "n_ref": 47184 + }, + "11": { + "Dice": 0.00539291217257319, + "FN": 2035, + "FP": 547, + "IoU": 0.0027037466203167246, + "TN": 52550531, + "TP": 7, + "n_pred": 554, + "n_ref": 2042 + }, + "12": { + "Dice": 0.09247648902821316, + "FN": 3771, + "FP": 2019, + "IoU": 0.04847986852917009, + "TN": 52547035, + "TP": 295, + "n_pred": 2314, + "n_ref": 4066 + }, + "13": { + "Dice": 0.4148569802191547, + "FN": 14327, + "FP": 6232, + "IoU": 0.26171580421589397, + "TN": 52525273, + "TP": 7288, + "n_pred": 13520, + "n_ref": 21615 + }, + "14": { + "Dice": 0.3424813357216636, + "FN": 42740, + "FP": 7549, + "IoU": 0.20662291357713058, + "TN": 52489734, + "TP": 13097, + "n_pred": 20646, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0002681444404719342, + "FN": 25257, + "FP": 64223, + "IoU": 0.0001340901980065257, + "TN": 52463628, + "TP": 12, + "n_pred": 64235, + "n_ref": 25269 + }, + "2": { + "Dice": 0.6162819094683312, + "FN": 70726, + "FP": 9407, + "IoU": 0.445381117501713, + "TN": 52408637, + "TP": 64350, + "n_pred": 73757, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7823662415527666, + "FN": 19911, + "FP": 48621, + "IoU": 0.6425300186736493, + "TN": 52361406, + "TP": 123182, + "n_pred": 171803, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 195, + "IoU": 0.0, + "TN": 52551045, + "TP": 0, + "n_pred": 195, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7632099670208867, + "FN": 1075, + "FP": 2156, + "IoU": 0.6170893576676938, + "TN": 52544682, + "TP": 5207, + "n_pred": 7363, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9202120107898348, + "FN": 53359, + "FP": 71405, + "IoU": 0.8522154533900163, + "TN": 51708891, + "TP": 719465, + "n_pred": 790870, + "n_ref": 772824 + }, + "7": { + "Dice": 0.4907938311566955, + "FN": 127411, + "FP": 8821, + "IoU": 0.32519999009337, + "TN": 52351235, + "TP": 65653, + "n_pred": 74474, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8828208476789743, + "FN": 11198, + "FP": 1633, + "IoU": 0.7902231668437832, + "TN": 52491955, + "TP": 48334, + "n_pred": 49967, + "n_ref": 59532 + }, + "9": { + "Dice": 0.7963097545219638, + "FN": 18921, + "FP": 11349, + "IoU": 0.6615570388756583, + "TN": 52463681, + "TP": 59169, + "n_pred": 70518, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9686129518697343, + "FN": 12665, + "FP": 5485, + "IoU": 0.9391362375799361, + "TN": 143839043, + "TP": 280057, + "n_pred": 285542, + "n_ref": 292722 + }, + "10": { + "Dice": 0.779787186974604, + "FN": 27780, + "FP": 12038, + "IoU": 0.6390583500276475, + "TN": 144026933, + "TP": 70499, + "n_pred": 82537, + "n_ref": 98279 + }, + "11": { + "Dice": 0.5569518447773198, + "FN": 3849, + "FP": 558, + "IoU": 0.3859551344572941, + "TN": 144130073, + "TP": 2770, + "n_pred": 3328, + "n_ref": 6619 + }, + "12": { + "Dice": 0.5386358486290506, + "FN": 3269, + "FP": 803, + "IoU": 0.36858427663203597, + "TN": 144130801, + "TP": 2377, + "n_pred": 3180, + "n_ref": 5646 + }, + "13": { + "Dice": 0.7708162454019837, + "FN": 27710, + "FP": 17835, + "IoU": 0.6270960241042772, + "TN": 144015114, + "TP": 76591, + "n_pred": 94426, + "n_ref": 104301 + }, + "14": { + "Dice": 0.8724510672660808, + "FN": 88134, + "FP": 6004, + "IoU": 0.7737589402445589, + "TN": 143721154, + "TP": 321958, + "n_pred": 327962, + "n_ref": 410092 + }, + "15": { + "Dice": 0.4141401950371729, + "FN": 5509, + "FP": 43033, + "IoU": 0.2611455273291831, + "TN": 144071551, + "TP": 17157, + "n_pred": 60190, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9143966709044552, + "FN": 6416, + "FP": 18228, + "IoU": 0.8422935398201773, + "TN": 143980985, + "TP": 131621, + "n_pred": 149849, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9190235502719887, + "FN": 21555, + "FP": 5344, + "IoU": 0.8501790677338323, + "TN": 143957709, + "TP": 152642, + "n_pred": 157986, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9243642519139769, + "FN": 3116, + "FP": 4748, + "IoU": 0.8593654994813834, + "TN": 144081332, + "TP": 48054, + "n_pred": 52802, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7318201776606883, + "FN": 10465, + "FP": 5415, + "IoU": 0.5770634138546356, + "TN": 144099703, + "TP": 21667, + "n_pred": 27082, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8649331392055037, + "FN": 37984, + "FP": 374464, + "IoU": 0.7620107405832366, + "TN": 142404197, + "TP": 1320605, + "n_pred": 1695069, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.868534307432533, + "FN": 30196, + "FP": 36061, + "IoU": 0.7676187737179172, + "TN": 143852128, + "TP": 218865, + "n_pred": 254926, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8696546607311479, + "FN": 22821, + "FP": 39019, + "IoU": 0.7693707670734254, + "TN": 143869114, + "TP": 206296, + "n_pred": 245315, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8798062620368582, + "FN": 10175, + "FP": 12854, + "IoU": 0.7854054457013996, + "TN": 144029936, + "TP": 84285, + "n_pred": 97139, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.933636870681707, + "FN": 8955, + "FP": 20196, + "IoU": 0.8755337136220795, + "TN": 111544712, + "TP": 205057, + "n_pred": 225253, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6272302718237337, + "FN": 19812, + "FP": 11318, + "IoU": 0.4569085833914864, + "TN": 111721600, + "TP": 26190, + "n_pred": 37508, + "n_ref": 46002 + }, + "11": { + "Dice": 0.6428814135236154, + "FN": 1903, + "FP": 199, + "IoU": 0.47371056584877314, + "TN": 111774926, + "TP": 1892, + "n_pred": 2091, + "n_ref": 3795 + }, + "12": { + "Dice": 0.6202408971341548, + "FN": 2420, + "FP": 323, + "IoU": 0.4495283965482641, + "TN": 111773937, + "TP": 2240, + "n_pred": 2563, + "n_ref": 4660 + }, + "13": { + "Dice": 0.6491279816557407, + "FN": 18831, + "FP": 18046, + "IoU": 0.48052515178407923, + "TN": 111707931, + "TP": 34112, + "n_pred": 52158, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8455123898351974, + "FN": 6400, + "FP": 24872, + "IoU": 0.7323702587977543, + "TN": 111662072, + "TP": 85576, + "n_pred": 110448, + "n_ref": 91976 + }, + "15": { + "Dice": 0.4707226817588158, + "FN": 6407, + "FP": 3319, + "IoU": 0.3078072735036652, + "TN": 111764869, + "TP": 4325, + "n_pred": 7644, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8799634117481261, + "FN": 40842, + "FP": 4301, + "IoU": 0.7856559517591757, + "TN": 111568310, + "TP": 165467, + "n_pred": 169768, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7519128231244516, + "FN": 2166, + "FP": 38267, + "IoU": 0.6024521660472342, + "TN": 111677214, + "TP": 61273, + "n_pred": 99540, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8693125753755071, + "FN": 2821, + "FP": 1947, + "IoU": 0.7688354504024048, + "TN": 111758294, + "TP": 15858, + "n_pred": 17805, + "n_ref": 18679 + }, + "5": { + "Dice": 0.5448344939425737, + "FN": 14993, + "FP": 4093, + "IoU": 0.3744141073125963, + "TN": 111748411, + "TP": 11423, + "n_pred": 15516, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9668667030958894, + "FN": 42187, + "FP": 39549, + "IoU": 0.9358586215285135, + "TN": 110504610, + "TP": 1192574, + "n_pred": 1232123, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.8610812488473666, + "FN": 46959, + "FP": 14809, + "IoU": 0.7560515163842165, + "TN": 111525719, + "TP": 191433, + "n_pred": 206242, + "n_ref": 238392 + }, + "8": { + "Dice": 0.855146563869036, + "FN": 44765, + "FP": 33995, + "IoU": 0.7469485061415431, + "TN": 111467679, + "TP": 232481, + "n_pred": 266476, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8233211314475873, + "FN": 18487, + "FP": 8059, + "IoU": 0.6996990882146655, + "TN": 111690522, + "TP": 61852, + "n_pred": 69911, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8900697255960414, + "FN": 22943, + "FP": 12247, + "IoU": 0.8019149906276913, + "TN": 198910224, + "TP": 142461, + "n_pred": 154708, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7200831245443652, + "FN": 20160, + "FP": 13245, + "IoU": 0.5626014769810925, + "TN": 199011503, + "TP": 42967, + "n_pred": 56212, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7404997094712377, + "FN": 1249, + "FP": 984, + "IoU": 0.58793135264809, + "TN": 199082456, + "TP": 3186, + "n_pred": 4170, + "n_ref": 4435 + }, + "12": { + "Dice": 0.6739130434782609, + "FN": 1289, + "FP": 691, + "IoU": 0.5081967213114754, + "TN": 199083849, + "TP": 2046, + "n_pred": 2737, + "n_ref": 3335 + }, + "13": { + "Dice": 0.35505338598800645, + "FN": 25884, + "FP": 9392, + "IoU": 0.21584492953363268, + "TN": 199042889, + "TP": 9710, + "n_pred": 19102, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5129271662796826, + "FN": 28944, + "FP": 5249, + "IoU": 0.34492403777994907, + "TN": 199035678, + "TP": 18004, + "n_pred": 23253, + "n_ref": 46948 + }, + "15": { + "Dice": 0.7914120219616232, + "FN": 46818, + "FP": 1545, + "IoU": 0.6548236755144136, + "TN": 198947764, + "TP": 91748, + "n_pred": 93293, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9324352292611338, + "FN": 5683, + "FP": 12272, + "IoU": 0.8734226295382447, + "TN": 198946025, + "TP": 123895, + "n_pred": 136167, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9508865401830835, + "FN": 7118, + "FP": 6488, + "IoU": 0.906371499941508, + "TN": 198942556, + "TP": 131713, + "n_pred": 138201, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7937986986906579, + "FN": 2297, + "FP": 5404, + "IoU": 0.6580980287693128, + "TN": 199065351, + "TP": 14823, + "n_pred": 20227, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6656161361487551, + "FN": 7396, + "FP": 5336, + "IoU": 0.4988190836088805, + "TN": 199062471, + "TP": 12672, + "n_pred": 18008, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9460199184312433, + "FN": 52751, + "FP": 73039, + "IoU": 0.897569066981964, + "TN": 197859828, + "TP": 1102257, + "n_pred": 1175296, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8670223383599179, + "FN": 12839, + "FP": 31129, + "IoU": 0.7652598702650757, + "TN": 198900570, + "TP": 143337, + "n_pred": 174466, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9058572824365756, + "FN": 10808, + "FP": 11546, + "IoU": 0.8279151045796415, + "TN": 198957974, + "TP": 107547, + "n_pred": 119093, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8881572768212445, + "FN": 13565, + "FP": 9060, + "IoU": 0.7988155683404619, + "TN": 198975416, + "TP": 89834, + "n_pred": 98894, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8881082846093408, + "FN": 10304, + "FP": 33558, + "IoU": 0.7987363088655688, + "TN": 130857259, + "TP": 174071, + "n_pred": 207629, + "n_ref": 184375 + }, + "10": { + "Dice": 0.717940678180393, + "FN": 11740, + "FP": 44033, + "IoU": 0.5599902172712499, + "TN": 130948438, + "TP": 70981, + "n_pred": 115014, + "n_ref": 82721 + }, + "11": { + "Dice": 0.5660588432710594, + "FN": 1541, + "FP": 2338, + "IoU": 0.3947573724449992, + "TN": 131068783, + "TP": 2530, + "n_pred": 4868, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7009881422924901, + "FN": 1088, + "FP": 1938, + "IoU": 0.5396318271717633, + "TN": 131068619, + "TP": 3547, + "n_pred": 5485, + "n_ref": 4635 + }, + "13": { + "Dice": 0.5244846368351098, + "FN": 49908, + "FP": 23076, + "IoU": 0.35545860783863503, + "TN": 130961958, + "TP": 40250, + "n_pred": 63326, + "n_ref": 90158 + }, + "14": { + "Dice": 0.5781363453005244, + "FN": 17200, + "FP": 40319, + "IoU": 0.4066046300499319, + "TN": 130978260, + "TP": 39413, + "n_pred": 79732, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6939368599980809, + "FN": 2268, + "FP": 20059, + "IoU": 0.5313195348251396, + "TN": 131027554, + "TP": 25311, + "n_pred": 45370, + "n_ref": 27579 + }, + "2": { + "Dice": 0.8896920923944949, + "FN": 20073, + "FP": 14688, + "IoU": 0.8013021309676239, + "TN": 130900248, + "TP": 140183, + "n_pred": 154871, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7186046511627907, + "FN": 8996, + "FP": 132816, + "IoU": 0.5607985480943739, + "TN": 130752306, + "TP": 181074, + "n_pred": 313890, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8424467527663902, + "FN": 18417, + "FP": 2029, + "IoU": 0.7277822897389128, + "TN": 131000083, + "TP": 54663, + "n_pred": 56692, + "n_ref": 73080 + }, + "5": { + "Dice": 0.6709651898734177, + "FN": 6218, + "FP": 2100, + "IoU": 0.5048514792547175, + "TN": 131058393, + "TP": 8481, + "n_pred": 10581, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8789353575098778, + "FN": 43493, + "FP": 348920, + "IoU": 0.7840184447861777, + "TN": 129258310, + "TP": 1424469, + "n_pred": 1773389, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.6056201118314858, + "FN": 98071, + "FP": 786389, + "IoU": 0.4343293509683031, + "TN": 129511632, + "TP": 679100, + "n_pred": 1465489, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9204460851222236, + "FN": 9501, + "FP": 11015, + "IoU": 0.8526170600997112, + "TN": 130935990, + "TP": 118686, + "n_pred": 129701, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6733178139895799, + "FN": 26062, + "FP": 12249, + "IoU": 0.5075200534759359, + "TN": 130997400, + "TP": 39481, + "n_pred": 51730, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8378601279926409, + "FN": 4228, + "FP": 77556, + "IoU": 0.7209632404621044, + "TN": 101324106, + "TP": 211310, + "n_pred": 288866, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8191246464394034, + "FN": 9768, + "FP": 6155, + "IoU": 0.6936588556697064, + "TN": 101565222, + "TP": 36055, + "n_pred": 42210, + "n_ref": 45823 + }, + "11": { + "Dice": 0.7681207681207681, + "FN": 1499, + "FP": 590, + "IoU": 0.6235357722112093, + "TN": 101611651, + "TP": 3460, + "n_pred": 4050, + "n_ref": 4959 + }, + "12": { + "Dice": 0.6335433258053014, + "FN": 2825, + "FP": 258, + "IoU": 0.4636395267919276, + "TN": 101611452, + "TP": 2665, + "n_pred": 2923, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7504716913194395, + "FN": 7978, + "FP": 26672, + "IoU": 0.6006039928074139, + "TN": 101530444, + "TP": 52106, + "n_pred": 78778, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9037494131061775, + "FN": 1137, + "FP": 11778, + "IoU": 0.8244003915810083, + "TN": 101543652, + "TP": 60633, + "n_pred": 72411, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7070701674724218, + "FN": 6794, + "FP": 15140, + "IoU": 0.5468743544188737, + "TN": 101568794, + "TP": 26472, + "n_pred": 41612, + "n_ref": 33266 + }, + "2": { + "Dice": 0.8476233817790989, + "FN": 41033, + "FP": 6178, + "IoU": 0.7355437175458349, + "TN": 101438679, + "TP": 131310, + "n_pred": 137488, + "n_ref": 172343 + }, + "3": { + "Dice": 0.8776810763322106, + "FN": 7636, + "FP": 38449, + "IoU": 0.7820246614606736, + "TN": 101405777, + "TP": 165338, + "n_pred": 203787, + "n_ref": 172974 + }, + "4": { + "Dice": 0.289252928141817, + "FN": 1593, + "FP": 70255, + "IoU": 0.1690798908266642, + "TN": 101530732, + "TP": 14620, + "n_pred": 84875, + "n_ref": 16213 + }, + "5": { + "Dice": 0.73687835112401, + "FN": 7901, + "FP": 8146, + "IoU": 0.5833787678168082, + "TN": 101578683, + "TP": 22470, + "n_pred": 30616, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8823035142687669, + "FN": 205402, + "FP": 148980, + "IoU": 0.7893945498911856, + "TN": 99934518, + "TP": 1328300, + "n_pred": 1477280, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8855884877533271, + "FN": 37326, + "FP": 63575, + "IoU": 0.7946691846066499, + "TN": 101125793, + "TP": 390506, + "n_pred": 454081, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9118571085361572, + "FN": 34578, + "FP": 3578, + "IoU": 0.8379939029050365, + "TN": 101381678, + "TP": 197366, + "n_pred": 200944, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8983545452316143, + "FN": 7730, + "FP": 8850, + "IoU": 0.8154661205591666, + "TN": 101527352, + "TP": 73268, + "n_pred": 82118, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9383299922648264, + "FN": 9613, + "FP": 16936, + "IoU": 0.8838245268570178, + "TN": 118953687, + "TP": 201976, + "n_pred": 218912, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7297518314498268, + "FN": 16497, + "FP": 31091, + "IoU": 0.5744954801098007, + "TN": 119070373, + "TP": 64251, + "n_pred": 95342, + "n_ref": 80748 + }, + "11": { + "Dice": 0.5912357334084825, + "FN": 1940, + "FP": 961, + "IoU": 0.4196839367873575, + "TN": 119177213, + "TP": 2098, + "n_pred": 3059, + "n_ref": 4038 + }, + "12": { + "Dice": 0.6175058475932538, + "FN": 1627, + "FP": 1480, + "IoU": 0.4466607301869991, + "TN": 119176597, + "TP": 2508, + "n_pred": 3988, + "n_ref": 4135 + }, + "13": { + "Dice": 0.7049514477065846, + "FN": 5234, + "FP": 18071, + "IoU": 0.5443436436867009, + "TN": 119131066, + "TP": 27841, + "n_pred": 45912, + "n_ref": 33075 + }, + "14": { + "Dice": 0.019126120358514725, + "FN": 65150, + "FP": 8392, + "IoU": 0.009655395305619522, + "TN": 119107953, + "TP": 717, + "n_pred": 9109, + "n_ref": 65867 + }, + "15": { + "Dice": 0.27104770813844714, + "FN": 10289, + "FP": 45817, + "IoU": 0.1567699174895171, + "TN": 119115675, + "TP": 10431, + "n_pred": 56248, + "n_ref": 20720 + }, + "2": { + "Dice": 0.8892108837936854, + "FN": 31474, + "FP": 8897, + "IoU": 0.8005217829560783, + "TN": 118979829, + "TP": 162012, + "n_pred": 170909, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9093632336520301, + "FN": 10912, + "FP": 26183, + "IoU": 0.8337911041611592, + "TN": 118959029, + "TP": 186088, + "n_pred": 212271, + "n_ref": 197000 + }, + "4": { + "Dice": 0.7878704907933466, + "FN": 8807, + "FP": 9787, + "IoU": 0.6499887056697538, + "TN": 119129088, + "TP": 34530, + "n_pred": 44317, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8670601547447934, + "FN": 3546, + "FP": 801, + "IoU": 0.7653187928521298, + "TN": 119163689, + "TP": 14176, + "n_pred": 14977, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9443519073992207, + "FN": 69521, + "FP": 127224, + "IoU": 0.8945707513880308, + "TN": 117316079, + "TP": 1669388, + "n_pred": 1796612, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.8337943408497931, + "FN": 21357, + "FP": 88784, + "IoU": 0.7149633808648844, + "TN": 118795802, + "TP": 276269, + "n_pred": 365053, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9476499048519297, + "FN": 5972, + "FP": 2446, + "IoU": 0.9005082141590829, + "TN": 119097602, + "TP": 76192, + "n_pred": 78638, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8875560897940175, + "FN": 15006, + "FP": 2861, + "IoU": 0.7978434522866648, + "TN": 119093830, + "TP": 70515, + "n_pred": 73376, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 78573, + "IoU": 0.0, + "TN": 61253907, + "TP": 0, + "n_pred": 78573, + "n_ref": 0 + }, + "10": { + "Dice": 0.7013091210569247, + "FN": 8205, + "FP": 14132, + "IoU": 0.5400123558484349, + "TN": 61283920, + "TP": 26223, + "n_pred": 40355, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7993991217933903, + "FN": 405, + "FP": 1331, + "IoU": 0.665832531280077, + "TN": 61327285, + "TP": 3459, + "n_pred": 4790, + "n_ref": 3864 + }, + "12": { + "Dice": 0.3636886778880737, + "FN": 3586, + "FP": 837, + "IoU": 0.2222612976965008, + "TN": 61326793, + "TP": 1264, + "n_pred": 2101, + "n_ref": 4850 + }, + "13": { + "Dice": 0.5234320016559718, + "FN": 27409, + "FP": 18637, + "IoU": 0.3544923107117323, + "TN": 61261147, + "TP": 25287, + "n_pred": 43924, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9271487706755317, + "FN": 31704, + "FP": 5835, + "IoU": 0.8641913672031866, + "TN": 61056069, + "TP": 238872, + "n_pred": 244707, + "n_ref": 270576 + }, + "15": { + "Dice": 0.776122807417714, + "FN": 30176, + "FP": 9084, + "IoU": 0.6341508871328463, + "TN": 61225168, + "TP": 68052, + "n_pred": 77136, + "n_ref": 98228 + }, + "2": { + "Dice": 0.8603138930226123, + "FN": 33468, + "FP": 7927, + "IoU": 0.7548691589338481, + "TN": 61163611, + "TP": 127474, + "n_pred": 135401, + "n_ref": 160942 + }, + "3": { + "Dice": 0.8647933746953246, + "FN": 3755, + "FP": 35297, + "IoU": 0.7617938051262032, + "TN": 61168538, + "TP": 124890, + "n_pred": 160187, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9165752723550487, + "FN": 4581, + "FP": 2265, + "IoU": 0.8459981104062626, + "TN": 61288026, + "TP": 37608, + "n_pred": 39873, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7731999772688527, + "FN": 1769, + "FP": 2222, + "IoU": 0.6302575504910135, + "TN": 61321686, + "TP": 6803, + "n_pred": 9025, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9237667040363123, + "FN": 23664, + "FP": 171494, + "IoU": 0.8583331397577207, + "TN": 59954896, + "TP": 1182426, + "n_pred": 1353920, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.43934468993591747, + "FN": 140227, + "FP": 23116, + "IoU": 0.28151295619394484, + "TN": 61105137, + "TP": 64000, + "n_pred": 87116, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9316949765088544, + "FN": 7451, + "FP": 3511, + "IoU": 0.8721244925575101, + "TN": 61246756, + "TP": 74762, + "n_pred": 78273, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8685415599674631, + "FN": 5715, + "FP": 11739, + "IoU": 0.7676301039766752, + "TN": 61257367, + "TP": 57659, + "n_pred": 69398, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9706581672220281, + "FN": 6309, + "FP": 4020, + "IoU": 0.9429891376341237, + "TN": 148926324, + "TP": 170847, + "n_pred": 174867, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8061285177475602, + "FN": 13163, + "FP": 15523, + "IoU": 0.6752221907727144, + "TN": 149019175, + "TP": 59639, + "n_pred": 75162, + "n_ref": 72802 + }, + "11": { + "Dice": 0.7880230021812413, + "FN": 617, + "FP": 452, + "IoU": 0.650196335078534, + "TN": 149104444, + "TP": 1987, + "n_pred": 2439, + "n_ref": 2604 + }, + "12": { + "Dice": 0.48696145124716556, + "FN": 1238, + "FP": 572, + "IoU": 0.3218433870363432, + "TN": 149104831, + "TP": 859, + "n_pred": 1431, + "n_ref": 2097 + }, + "13": { + "Dice": 0.6376317443347227, + "FN": 40233, + "FP": 9930, + "IoU": 0.46803185679289905, + "TN": 149013203, + "TP": 44134, + "n_pred": 54064, + "n_ref": 84367 + }, + "14": { + "Dice": 0.904298326900948, + "FN": 4263, + "FP": 14533, + "IoU": 0.8253143616576363, + "TN": 148999901, + "TP": 88803, + "n_pred": 103336, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8218854105739644, + "FN": 5724, + "FP": 8284, + "IoU": 0.6976277332872839, + "TN": 149061173, + "TP": 32319, + "n_pred": 40603, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9622737741114902, + "FN": 5124, + "FP": 6785, + "IoU": 0.9272905994908083, + "TN": 148943711, + "TP": 151880, + "n_pred": 158665, + "n_ref": 157004 + }, + "3": { + "Dice": 0.7687271515519793, + "FN": 20869, + "FP": 2728, + "IoU": 0.6243353392555799, + "TN": 149044686, + "TP": 39217, + "n_pred": 41945, + "n_ref": 60086 + }, + "4": { + "Dice": 0.90708732734546, + "FN": 1797, + "FP": 3127, + "IoU": 0.8299723756906078, + "TN": 149078540, + "TP": 24036, + "n_pred": 27163, + "n_ref": 25833 + }, + "5": { + "Dice": 0.34996374523425255, + "FN": 26235, + "FP": 1556, + "IoU": 0.21209457926967568, + "TN": 149072228, + "TP": 7481, + "n_pred": 9037, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9662592365496592, + "FN": 26586, + "FP": 48802, + "IoU": 0.9347210352086271, + "TN": 147952641, + "TP": 1079471, + "n_pred": 1128273, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.7403741971046326, + "FN": 99179, + "FP": 24224, + "IoU": 0.587773127069018, + "TN": 148808143, + "TP": 175954, + "n_pred": 200178, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9172279838910866, + "FN": 23175, + "FP": 13985, + "IoU": 0.8471109063081151, + "TN": 148864448, + "TP": 205892, + "n_pred": 219877, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8798081268869431, + "FN": 14488, + "FP": 5457, + "IoU": 0.7854084179721122, + "TN": 149014556, + "TP": 72999, + "n_pred": 78456, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7421961963187402, + "FN": 187722, + "FP": 39712, + "IoU": 0.5900731053177991, + "TN": 100157984, + "TP": 327382, + "n_pred": 367094, + "n_ref": 515104 + }, + "10": { + "Dice": 0.472238239979671, + "FN": 14312, + "FP": 39687, + "IoU": 0.3091046342025129, + "TN": 100634642, + "TP": 24159, + "n_pred": 63846, + "n_ref": 38471 + }, + "11": { + "Dice": 0.26825214166986316, + "FN": 2432, + "FP": 3291, + "IoU": 0.15490253987005315, + "TN": 100706028, + "TP": 1049, + "n_pred": 4340, + "n_ref": 3481 + }, + "12": { + "Dice": 0.3617154811715481, + "FN": 4144, + "FP": 1958, + "IoU": 0.22078917124249778, + "TN": 100704969, + "TP": 1729, + "n_pred": 3687, + "n_ref": 5873 + }, + "13": { + "Dice": 0.050696665563766036, + "FN": 37776, + "FP": 13868, + "IoU": 0.026007581615525337, + "TN": 100659777, + "TP": 1379, + "n_pred": 15247, + "n_ref": 39155 + }, + "14": { + "Dice": 0.2515497505279638, + "FN": 128107, + "FP": 25350, + "IoU": 0.14387012190019247, + "TN": 100533555, + "TP": 25788, + "n_pred": 51138, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8806987133752472, + "FN": 3303, + "FP": 21612, + "IoU": 0.7868290011807183, + "TN": 100595922, + "TP": 91963, + "n_pred": 113575, + "n_ref": 95266 + }, + "2": { + "Dice": 0.4098389624535413, + "FN": 162418, + "FP": 41305, + "IoU": 0.25773425003916767, + "TN": 100438339, + "TP": 70738, + "n_pred": 112043, + "n_ref": 233156 + }, + "3": { + "Dice": 0.628183045815112, + "FN": 48338, + "FP": 159543, + "IoU": 0.4579204564419226, + "TN": 100329312, + "TP": 175607, + "n_pred": 335150, + "n_ref": 223945 + }, + "4": { + "Dice": 0.6201261734777908, + "FN": 14352, + "FP": 38697, + "IoU": 0.4494078817631735, + "TN": 100616451, + "TP": 43300, + "n_pred": 81997, + "n_ref": 57652 + }, + "5": { + "Dice": 0.2473803897088331, + "FN": 13699, + "FP": 3180, + "IoU": 0.14114893400498651, + "TN": 100693147, + "TP": 2774, + "n_pred": 5954, + "n_ref": 16473 + }, + "6": { + "Dice": 0.5587416842592253, + "FN": 1064805, + "FP": 535642, + "IoU": 0.3876762951907372, + "TN": 98099073, + "TP": 1013280, + "n_pred": 1548922, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.5050552704142638, + "FN": 48114, + "FP": 195282, + "IoU": 0.33784210239947765, + "TN": 100345220, + "TP": 124184, + "n_pred": 319466, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9163845836825606, + "FN": 7052, + "FP": 11005, + "IoU": 0.8456732618264177, + "TN": 100595795, + "TP": 98948, + "n_pred": 109953, + "n_ref": 106000 + }, + "9": { + "Dice": 0.6953902408132472, + "FN": 38716, + "FP": 16599, + "IoU": 0.5330254782447195, + "TN": 100594346, + "TP": 63139, + "n_pred": 79738, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9610949006530499, + "FN": 1747, + "FP": 4413, + "IoU": 0.9251036511970041, + "TN": 78868453, + "TP": 76087, + "n_pred": 80500, + "n_ref": 77834 + }, + "10": { + "Dice": 0.6275124363803664, + "FN": 17121, + "FP": 8787, + "IoU": 0.45720810374808823, + "TN": 78902969, + "TP": 21823, + "n_pred": 30610, + "n_ref": 38944 + }, + "11": { + "Dice": 0.36277527823821926, + "FN": 602, + "FP": 2089, + "IoU": 0.22157940410760776, + "TN": 78947243, + "TP": 766, + "n_pred": 2855, + "n_ref": 1368 + }, + "12": { + "Dice": 0.1541771244173539, + "FN": 2345, + "FP": 14, + "IoU": 0.08352758352758352, + "TN": 78948126, + "TP": 215, + "n_pred": 229, + "n_ref": 2560 + }, + "13": { + "Dice": 0.2682490166824902, + "FN": 49516, + "FP": 4436, + "IoU": 0.15490045581992765, + "TN": 78886859, + "TP": 9889, + "n_pred": 14325, + "n_ref": 59405 + }, + "14": { + "Dice": 0.25027852527295474, + "FN": 19968, + "FP": 23773, + "IoU": 0.14303906586732495, + "TN": 78899658, + "TP": 7301, + "n_pred": 31074, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8919178859737639, + "FN": 2550, + "FP": 11160, + "IoU": 0.8049203887363223, + "TN": 78880421, + "TP": 56569, + "n_pred": 67729, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8880021025418229, + "FN": 17341, + "FP": 3540, + "IoU": 0.798564551760064, + "TN": 78847039, + "TP": 82780, + "n_pred": 86320, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9320283368540742, + "FN": 1068, + "FP": 11127, + "IoU": 0.8727088639305248, + "TN": 78854896, + "TP": 83609, + "n_pred": 94736, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8420591795215163, + "FN": 779, + "FP": 5354, + "IoU": 0.7272039854105506, + "TN": 78928218, + "TP": 16349, + "n_pred": 21703, + "n_ref": 17128 + }, + "5": { + "Dice": 0.3449032557550693, + "FN": 26625, + "FP": 4422, + "IoU": 0.20838857725650178, + "TN": 78911480, + "TP": 8173, + "n_pred": 12595, + "n_ref": 34798 + }, + "6": { + "Dice": 0.944336646711624, + "FN": 33521, + "FP": 45885, + "IoU": 0.8945433634406545, + "TN": 78197727, + "TP": 673567, + "n_pred": 719452, + "n_ref": 707088 + }, + "7": { + "Dice": 0.647692916866346, + "FN": 355525, + "FP": 42192, + "IoU": 0.4789540223108718, + "TN": 78187395, + "TP": 365588, + "n_pred": 407780, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8075830847164331, + "FN": 106163, + "FP": 1029, + "IoU": 0.677265706621063, + "TN": 78618563, + "TP": 224945, + "n_pred": 225974, + "n_ref": 331108 + }, + "9": { + "Dice": 0.7390481502878659, + "FN": 19950, + "FP": 6248, + "IoU": 0.5861033872598584, + "TN": 78887404, + "TP": 37098, + "n_pred": 43346, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9685897671742831, + "FN": 3407, + "FP": 5984, + "IoU": 0.939092648441807, + "TN": 104850255, + "TP": 144794, + "n_pred": 150778, + "n_ref": 148201 + }, + "10": { + "Dice": 0.7764013754816257, + "FN": 21644, + "FP": 16135, + "IoU": 0.6345229227331212, + "TN": 104901071, + "TP": 65590, + "n_pred": 81725, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8335839598997494, + "FN": 1005, + "FP": 323, + "IoU": 0.7146540610227761, + "TN": 104999786, + "TP": 3326, + "n_pred": 3649, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6644391408114558, + "FN": 1353, + "FP": 2162, + "IoU": 0.49749821300929237, + "TN": 104997445, + "TP": 3480, + "n_pred": 5642, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8179487179487179, + "FN": 16251, + "FP": 11155, + "IoU": 0.6919739696312365, + "TN": 104915467, + "TP": 61567, + "n_pred": 72722, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9353690050665708, + "FN": 1128, + "FP": 8401, + "IoU": 0.8785851713109846, + "TN": 104925957, + "TP": 68954, + "n_pred": 77355, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8442986243020779, + "FN": 2358, + "FP": 5757, + "IoU": 0.730550851678454, + "TN": 104974323, + "TP": 22002, + "n_pred": 27759, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8795806373354379, + "FN": 27538, + "FP": 11675, + "IoU": 0.7850459092777854, + "TN": 104822015, + "TP": 143212, + "n_pred": 154887, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8692241033907623, + "FN": 13614, + "FP": 28491, + "IoU": 0.7686970565938231, + "TN": 104822406, + "TP": 139929, + "n_pred": 168420, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1239, + "IoU": 0.0, + "TN": 105003201, + "TP": 0, + "n_pred": 1239, + "n_ref": 0 + }, + "5": { + "Dice": 0.6493021797083268, + "FN": 9377, + "FP": 12987, + "IoU": 0.4807160935286879, + "TN": 104961373, + "TP": 20703, + "n_pred": 33690, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9389546203618034, + "FN": 30243, + "FP": 126523, + "IoU": 0.8849335178123818, + "TN": 103642045, + "TP": 1205629, + "n_pred": 1332152, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.880625861011393, + "FN": 11153, + "FP": 48204, + "IoU": 0.7867127087705177, + "TN": 104726144, + "TP": 218939, + "n_pred": 267143, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9056750587654014, + "FN": 60063, + "FP": 3700, + "IoU": 0.8276107256987439, + "TN": 104634562, + "TP": 306115, + "n_pred": 309815, + "n_ref": 366178 + }, + "9": { + "Dice": 0.8878924720888052, + "FN": 10089, + "FP": 10988, + "IoU": 0.7983872510569915, + "TN": 104899898, + "TP": 83465, + "n_pred": 94453, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9321621798124212, + "FN": 47002, + "FP": 7014, + "IoU": 0.8729435895505887, + "TN": 177251154, + "TP": 371118, + "n_pred": 378132, + "n_ref": 418120 + }, + "10": { + "Dice": 0.47457658802856395, + "FN": 46574, + "FP": 9640, + "IoU": 0.31111138343892847, + "TN": 177594687, + "TP": 25387, + "n_pred": 35027, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7473961313952158, + "FN": 1478, + "FP": 729, + "IoU": 0.5966739766081871, + "TN": 177670816, + "TP": 3265, + "n_pred": 3994, + "n_ref": 4743 + }, + "12": { + "Dice": 0.648289177303443, + "FN": 2176, + "FP": 1103, + "IoU": 0.47960641168068563, + "TN": 177669987, + "TP": 3022, + "n_pred": 4125, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8183026675483506, + "FN": 17065, + "FP": 9588, + "IoU": 0.6924807605773557, + "TN": 177589617, + "TP": 60018, + "n_pred": 69606, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9423078151856514, + "FN": 2508, + "FP": 6521, + "IoU": 0.8909093105864727, + "TN": 177593522, + "TP": 73737, + "n_pred": 80258, + "n_ref": 76245 + }, + "15": { + "Dice": 0.757174710494138, + "FN": 2115, + "FP": 11389, + "IoU": 0.6092366456392152, + "TN": 177641730, + "TP": 21054, + "n_pred": 32443, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9556948235266555, + "FN": 10404, + "FP": 8507, + "IoU": 0.915148986193931, + "TN": 177453415, + "TP": 203962, + "n_pred": 212469, + "n_ref": 214366 + }, + "3": { + "Dice": 0.959107751075915, + "FN": 14718, + "FP": 1682, + "IoU": 0.9214284687654208, + "TN": 177467561, + "TP": 192327, + "n_pred": 194009, + "n_ref": 207045 + }, + "4": { + "Dice": 0.8332286388318886, + "FN": 4588, + "FP": 7359, + "IoU": 0.7141318912710567, + "TN": 177634496, + "TP": 29845, + "n_pred": 37204, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6989457938599616, + "FN": 11556, + "FP": 5350, + "IoU": 0.537214968109277, + "TN": 177639757, + "TP": 19625, + "n_pred": 24975, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8578429679069397, + "FN": 228778, + "FP": 293813, + "IoU": 0.7510727017412826, + "TN": 175576916, + "TP": 1576781, + "n_pred": 1870594, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.6881343901573406, + "FN": 33721, + "FP": 269442, + "IoU": 0.524546405511669, + "TN": 177038659, + "TP": 334466, + "n_pred": 603908, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8581695591631974, + "FN": 17946, + "FP": 42047, + "IoU": 0.7515735510907193, + "TN": 177434796, + "TP": 181499, + "n_pred": 223546, + "n_ref": 199445 + }, + "9": { + "Dice": 0.901526666617236, + "FN": 13636, + "FP": 12926, + "IoU": 0.8207087411407358, + "TN": 177528138, + "TP": 121588, + "n_pred": 134514, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9539074688448882, + "FN": 10664, + "FP": 6383, + "IoU": 0.9118767608364134, + "TN": 193812090, + "TP": 176398, + "n_pred": 182781, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8885384986589157, + "FN": 7871, + "FP": 11993, + "IoU": 0.7994325467745029, + "TN": 193906496, + "TP": 79175, + "n_pred": 91168, + "n_ref": 87046 + }, + "11": { + "Dice": 0.6680016019223067, + "FN": 1444, + "FP": 214, + "IoU": 0.5015033072760072, + "TN": 194002209, + "TP": 1668, + "n_pred": 1882, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7623749512797193, + "FN": 1016, + "FP": 813, + "IoU": 0.6159983203863112, + "TN": 194000772, + "TP": 2934, + "n_pred": 3747, + "n_ref": 3950 + }, + "13": { + "Dice": 0.715709510317834, + "FN": 20523, + "FP": 16302, + "IoU": 0.5572800827131849, + "TN": 193922356, + "TP": 46354, + "n_pred": 62656, + "n_ref": 66877 + }, + "14": { + "Dice": 0.870475504067394, + "FN": 2228, + "FP": 19697, + "IoU": 0.7706565968263266, + "TN": 193909936, + "TP": 73674, + "n_pred": 93371, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7048980241628783, + "FN": 1041, + "FP": 15642, + "IoU": 0.5442799388111889, + "TN": 193968927, + "TP": 19925, + "n_pred": 35567, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9561275771079456, + "FN": 7910, + "FP": 4111, + "IoU": 0.9159429410530732, + "TN": 193862525, + "TP": 130989, + "n_pred": 135100, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9529957460080293, + "FN": 3165, + "FP": 9796, + "IoU": 0.9102119140151437, + "TN": 193861184, + "TP": 131390, + "n_pred": 141186, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9162284343574131, + "FN": 1167, + "FP": 2465, + "IoU": 0.8454073380437559, + "TN": 193982041, + "TP": 19862, + "n_pred": 22327, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5300296256396445, + "FN": 15462, + "FP": 5478, + "IoU": 0.36057163796262365, + "TN": 193972787, + "TP": 11808, + "n_pred": 17286, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9452265378084139, + "FN": 27852, + "FP": 129457, + "IoU": 0.8961417514661794, + "TN": 192490884, + "TP": 1357342, + "n_pred": 1486799, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9057195835116246, + "FN": 26697, + "FP": 34776, + "IoU": 0.8276850886339937, + "TN": 193648787, + "TP": 295275, + "n_pred": 330051, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9214695330022596, + "FN": 20781, + "FP": 16823, + "IoU": 0.8543750605092458, + "TN": 193747310, + "TP": 220621, + "n_pred": 237444, + "n_ref": 241402 + }, + "9": { + "Dice": 0.9122663777627743, + "FN": 11265, + "FP": 5498, + "IoU": 0.8386854640812202, + "TN": 193901620, + "TP": 87152, + "n_pred": 92650, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9527334151030681, + "FN": 2211, + "FP": 8926, + "IoU": 0.9097334230298512, + "TN": 99532421, + "TP": 112242, + "n_pred": 121168, + "n_ref": 114453 + }, + "10": { + "Dice": 0.841926784526672, + "FN": 14085, + "FP": 7544, + "IoU": 0.727006525388431, + "TN": 99576571, + "TP": 57600, + "n_pred": 65144, + "n_ref": 71685 + }, + "11": { + "Dice": 0.7325562305040223, + "FN": 1411, + "FP": 218, + "IoU": 0.577979274611399, + "TN": 99651940, + "TP": 2231, + "n_pred": 2449, + "n_ref": 3642 + }, + "12": { + "Dice": 0.47363981442429354, + "FN": 2445, + "FP": 51, + "IoU": 0.31030671456203374, + "TN": 99652181, + "TP": 1123, + "n_pred": 1174, + "n_ref": 3568 + }, + "13": { + "Dice": 0.6531581522452535, + "FN": 18064, + "FP": 11001, + "IoU": 0.48495534448539834, + "TN": 99599368, + "TP": 27367, + "n_pred": 38368, + "n_ref": 45431 + }, + "14": { + "Dice": 0.3251748756039518, + "FN": 42867, + "FP": 3922, + "IoU": 0.1941545244738383, + "TN": 99597738, + "TP": 11273, + "n_pred": 15195, + "n_ref": 54140 + }, + "15": { + "Dice": 0.788104744011273, + "FN": 11101, + "FP": 3335, + "IoU": 0.6503076401337144, + "TN": 99614518, + "TP": 26846, + "n_pred": 30181, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9593998544357633, + "FN": 5343, + "FP": 3917, + "IoU": 0.9219678264753222, + "TN": 99537131, + "TP": 109409, + "n_pred": 113326, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9586539611658227, + "FN": 3589, + "FP": 6781, + "IoU": 0.9205911631824795, + "TN": 99525210, + "TP": 120220, + "n_pred": 127001, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8746772926254349, + "FN": 3321, + "FP": 1145, + "IoU": 0.7772679666849533, + "TN": 99635749, + "TP": 15585, + "n_pred": 16730, + "n_ref": 18906 + }, + "5": { + "Dice": 0.814406944354473, + "FN": 680, + "FP": 2185, + "IoU": 0.6869194623538412, + "TN": 99646649, + "TP": 6286, + "n_pred": 8471, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9669496983380834, + "FN": 47904, + "FP": 41388, + "IoU": 0.9360141483744848, + "TN": 98260304, + "TP": 1306204, + "n_pred": 1347592, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9063757684721635, + "FN": 13718, + "FP": 17943, + "IoU": 0.8287817171039823, + "TN": 99470884, + "TP": 153255, + "n_pred": 171198, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9593978966256292, + "FN": 4680, + "FP": 3466, + "IoU": 0.9219642104456451, + "TN": 99551412, + "TP": 96242, + "n_pred": 99708, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9353983012245116, + "FN": 8259, + "FP": 3796, + "IoU": 0.87863686700896, + "TN": 99556470, + "TP": 87275, + "n_pred": 91071, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9475562088820093, + "FN": 39529, + "FP": 5566, + "IoU": 0.9003390175122215, + "TN": 62631036, + "TP": 407389, + "n_pred": 412955, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8441160364409612, + "FN": 11499, + "FP": 10420, + "IoU": 0.7302774872331262, + "TN": 63002255, + "TP": 59346, + "n_pred": 69766, + "n_ref": 70845 + }, + "11": { + "Dice": 0.6818405108891437, + "FN": 1463, + "FP": 480, + "IoU": 0.5172670807453417, + "TN": 63079495, + "TP": 2082, + "n_pred": 2562, + "n_ref": 3545 + }, + "12": { + "Dice": 0.7240839336047604, + "FN": 1190, + "FP": 572, + "IoU": 0.5675012272950417, + "TN": 63079446, + "TP": 2312, + "n_pred": 2884, + "n_ref": 3502 + }, + "13": { + "Dice": 0.6112440994205687, + "FN": 18333, + "FP": 16421, + "IoU": 0.4401378954829564, + "TN": 63021444, + "TP": 27322, + "n_pred": 43743, + "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": 0.9792767493380017, + "FN": 1747, + "FP": 3426, + "IoU": 0.9593949669539553, + "TN": 62956122, + "TP": 122225, + "n_pred": 125651, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9812440228740948, + "FN": 1899, + "FP": 2906, + "IoU": 0.9631786658492663, + "TN": 62953025, + "TP": 125690, + "n_pred": 128596, + "n_ref": 127589 + }, + "4": { + "Dice": 0.562306280280461, + "FN": 8686, + "FP": 5859, + "IoU": 0.39111687876758205, + "TN": 63059632, + "TP": 9343, + "n_pred": 15202, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5494540527616163, + "FN": 10060, + "FP": 1246, + "IoU": 0.3787912087912088, + "TN": 63065320, + "TP": 6894, + "n_pred": 8140, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8918143824892363, + "FN": 168772, + "FP": 64360, + "IoU": 0.8047518108856653, + "TN": 61889491, + "TP": 960897, + "n_pred": 1025257, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.80963414157543, + "FN": 11641, + "FP": 56553, + "IoU": 0.6801557150227475, + "TN": 62870310, + "TP": 145016, + "n_pred": 201569, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9295996327507624, + "FN": 12733, + "FP": 2296, + "IoU": 0.8684597475799535, + "TN": 62969266, + "TP": 99225, + "n_pred": 101521, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8801842246051499, + "FN": 5049, + "FP": 5253, + "IoU": 0.7860080594906734, + "TN": 63035378, + "TP": 37840, + "n_pred": 43093, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9661504081843546, + "FN": 13308, + "FP": 7656, + "IoU": 0.9345173764469961, + "TN": 109288672, + "TP": 299182, + "n_pred": 306838, + "n_ref": 312490 + }, + "10": { + "Dice": 0.5728658260001814, + "FN": 24781, + "FP": 69385, + "IoU": 0.4014099279779802, + "TN": 109451505, + "TP": 63147, + "n_pred": 132532, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7137809187279152, + "FN": 1739, + "FP": 448, + "IoU": 0.554945054945055, + "TN": 109603904, + "TP": 2727, + "n_pred": 3175, + "n_ref": 4466 + }, + "12": { + "Dice": 0.6384333704824072, + "FN": 2076, + "FP": 195, + "IoU": 0.46889616463985034, + "TN": 109604542, + "TP": 2005, + "n_pred": 2200, + "n_ref": 4081 + }, + "13": { + "Dice": 0.5637228756702131, + "FN": 40616, + "FP": 21550, + "IoU": 0.3924889327561102, + "TN": 109506489, + "TP": 40163, + "n_pred": 61713, + "n_ref": 80779 + }, + "14": { + "Dice": 0.5762728518858794, + "FN": 38269, + "FP": 47976, + "IoU": 0.404763548021975, + "TN": 109463926, + "TP": 58647, + "n_pred": 106623, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8963898212110788, + "FN": 7128, + "FP": 15160, + "IoU": 0.8122341008079124, + "TN": 109490117, + "TP": 96413, + "n_pred": 111573, + "n_ref": 103541 + }, + "2": { + "Dice": 0.8524356015553822, + "FN": 51727, + "FP": 4476, + "IoU": 0.742821581700124, + "TN": 109390281, + "TP": 162334, + "n_pred": 166810, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8885167482366764, + "FN": 12765, + "FP": 45685, + "IoU": 0.7993973339922847, + "TN": 109317446, + "TP": 232922, + "n_pred": 278607, + "n_ref": 245687 + }, + "4": { + "Dice": 0.6663955602334705, + "FN": 22432, + "FP": 5460, + "IoU": 0.49969506726457397, + "TN": 109553068, + "TP": 27858, + "n_pred": 33318, + "n_ref": 50290 + }, + "5": { + "Dice": 0.6075557144559647, + "FN": 5454, + "FP": 1132, + "IoU": 0.43632317699418005, + "TN": 109597134, + "TP": 5098, + "n_pred": 6230, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8652047137559995, + "FN": 42495, + "FP": 333899, + "IoU": 0.7624324177620575, + "TN": 108024452, + "TP": 1207972, + "n_pred": 1541871, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.799976275882554, + "FN": 368457, + "FP": 46360, + "IoU": 0.6666337171549623, + "TN": 108364490, + "TP": 829511, + "n_pred": 875871, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9431856369235515, + "FN": 3814, + "FP": 6499, + "IoU": 0.892479956629169, + "TN": 109512901, + "TP": 85604, + "n_pred": 92103, + "n_ref": 89418 + }, + "9": { + "Dice": 0.729842680635898, + "FN": 11105, + "FP": 21540, + "IoU": 0.5746080973664665, + "TN": 109532077, + "TP": 44096, + "n_pred": 65636, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9110935630144013, + "FN": 2818, + "FP": 8103, + "IoU": 0.8367050942747349, + "TN": 67000473, + "TP": 55958, + "n_pred": 64061, + "n_ref": 58776 + }, + "10": { + "Dice": 0.6492558522174856, + "FN": 35390, + "FP": 11508, + "IoU": 0.4806653082919915, + "TN": 66977048, + "TP": 43406, + "n_pred": 54914, + "n_ref": 78796 + }, + "11": { + "Dice": 0.2598486824941299, + "FN": 2628, + "FP": 209, + "IoU": 0.14932533733133432, + "TN": 67064017, + "TP": 498, + "n_pred": 707, + "n_ref": 3126 + }, + "12": { + "Dice": 0.603204172876304, + "FN": 1692, + "FP": 438, + "IoU": 0.4318484929314484, + "TN": 67063603, + "TP": 1619, + "n_pred": 2057, + "n_ref": 3311 + }, + "13": { + "Dice": 0.3594045645585305, + "FN": 27479, + "FP": 10778, + "IoU": 0.2190695870501541, + "TN": 67018363, + "TP": 10732, + "n_pred": 21510, + "n_ref": 38211 + }, + "14": { + "Dice": 0.6225545723216339, + "FN": 38928, + "FP": 5389, + "IoU": 0.4519631484573054, + "TN": 66986487, + "TP": 36548, + "n_pred": 41937, + "n_ref": 75476 + }, + "15": { + "Dice": 0.026852782871000177, + "FN": 30227, + "FP": 52038, + "IoU": 0.013609112709832134, + "TN": 66983952, + "TP": 1135, + "n_pred": 53173, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9626129304262532, + "FN": 6192, + "FP": 4671, + "IoU": 0.9279206948490136, + "TN": 66916643, + "TP": 139846, + "n_pred": 144517, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9643538514122363, + "FN": 5191, + "FP": 6281, + "IoU": 0.9311615291837433, + "TN": 66900701, + "TP": 155179, + "n_pred": 161460, + "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": 0.7133709156586941, + "FN": 2404, + "FP": 2833, + "IoU": 0.5544495490896716, + "TN": 67055598, + "TP": 6517, + "n_pred": 9350, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9540937307756837, + "FN": 56253, + "FP": 42249, + "IoU": 0.9122172405403743, + "TN": 65945241, + "TP": 1023609, + "n_pred": 1065858, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.6271027433940909, + "FN": 186502, + "FP": 9856, + "IoU": 0.4567732511494857, + "TN": 66705886, + "TP": 165108, + "n_pred": 174964, + "n_ref": 351610 + }, + "8": { + "Dice": 0.904151064574027, + "FN": 6877, + "FP": 9838, + "IoU": 0.8250690723375753, + "TN": 66971800, + "TP": 78837, + "n_pred": 88675, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8999794026776519, + "FN": 11803, + "FP": 2765, + "IoU": 0.8181477736583904, + "TN": 66987243, + "TP": 65541, + "n_pred": 68306, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8092268797219655, + "FN": 56345, + "FP": 2060, + "IoU": 0.6795810771518074, + "TN": 74337003, + "TP": 123872, + "n_pred": 125932, + "n_ref": 180217 + }, + "10": { + "Dice": 0.6939128928911594, + "FN": 16079, + "FP": 19271, + "IoU": 0.5312914346327234, + "TN": 74443860, + "TP": 40070, + "n_pred": 59341, + "n_ref": 56149 + }, + "11": { + "Dice": 0.5784639437170217, + "FN": 1907, + "FP": 250, + "IoU": 0.40692878746219413, + "TN": 74515643, + "TP": 1480, + "n_pred": 1730, + "n_ref": 3387 + }, + "12": { + "Dice": 0.6929950994522918, + "FN": 999, + "FP": 66, + "IoU": 0.5302161446846052, + "TN": 74517013, + "TP": 1202, + "n_pred": 1268, + "n_ref": 2201 + }, + "13": { + "Dice": 0.4743996480096334, + "FN": 22404, + "FP": 22990, + "IoU": 0.3109593199757134, + "TN": 74453400, + "TP": 20486, + "n_pred": 43476, + "n_ref": 42890 + }, + "14": { + "Dice": 0.7115917418893556, + "FN": 12020, + "FP": 4115, + "IoU": 0.5523029966703663, + "TN": 74483240, + "TP": 19905, + "n_pred": 24020, + "n_ref": 31925 + }, + "15": { + "Dice": 0.8697052347934672, + "FN": 3893, + "FP": 4037, + "IoU": 0.7694499360390743, + "TN": 74484884, + "TP": 26466, + "n_pred": 30503, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9511806198689515, + "FN": 4308, + "FP": 9714, + "IoU": 0.9069060296636614, + "TN": 74368658, + "TP": 136600, + "n_pred": 146314, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9490582314423686, + "FN": 6571, + "FP": 9432, + "IoU": 0.9030550120249828, + "TN": 74354207, + "TP": 149070, + "n_pred": 158502, + "n_ref": 155641 + }, + "4": { + "Dice": 0.4710658737419945, + "FN": 9159, + "FP": 91, + "IoU": 0.30810083027900365, + "TN": 74505911, + "TP": 4119, + "n_pred": 4210, + "n_ref": 13278 + }, + "5": { + "Dice": 0.6535947712418301, + "FN": 3754, + "FP": 3030, + "IoU": 0.4854368932038835, + "TN": 74506096, + "TP": 6400, + "n_pred": 9430, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9419824724406732, + "FN": 77060, + "FP": 111270, + "IoU": 0.8903278517641126, + "TN": 72802071, + "TP": 1528879, + "n_pred": 1640149, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.4784437822019154, + "FN": 95828, + "FP": 59759, + "IoU": 0.31444371006829697, + "TN": 74292330, + "TP": 71363, + "n_pred": 131122, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9635493571853765, + "FN": 2060, + "FP": 2655, + "IoU": 0.9296625592982666, + "TN": 74452246, + "TP": 62319, + "n_pred": 64974, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9247130485917329, + "FN": 9515, + "FP": 4056, + "IoU": 0.8599686319829952, + "TN": 74422366, + "TP": 83343, + "n_pred": 87399, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8958020879162216, + "FN": 9066, + "FP": 54643, + "IoU": 0.8112694998903918, + "TN": 65713614, + "TP": 273857, + "n_pred": 328500, + "n_ref": 282923 + }, + "10": { + "Dice": 0.6384711817764868, + "FN": 31330, + "FP": 27789, + "IoU": 0.468936957654372, + "TN": 65939858, + "TP": 52203, + "n_pred": 79992, + "n_ref": 83533 + }, + "11": { + "Dice": 0.6171875, + "FN": 1741, + "FP": 611, + "IoU": 0.4463276836158192, + "TN": 66046932, + "TP": 1896, + "n_pred": 2507, + "n_ref": 3637 + }, + "12": { + "Dice": 0.6472518457752255, + "FN": 1448, + "FP": 272, + "IoU": 0.47847180109157067, + "TN": 66047882, + "TP": 1578, + "n_pred": 1850, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7593305366950656, + "FN": 12510, + "FP": 9750, + "IoU": 0.6120329057445622, + "TN": 65993804, + "TP": 35116, + "n_pred": 44866, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8583070827663462, + "FN": 1586, + "FP": 17261, + "IoU": 0.751784538390623, + "TN": 65975250, + "TP": 57083, + "n_pred": 74344, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7880450993258963, + "FN": 4781, + "FP": 5878, + "IoU": 0.6502264225241189, + "TN": 66020706, + "TP": 19815, + "n_pred": 25693, + "n_ref": 24596 + }, + "2": { + "Dice": 0.8667617970534881, + "FN": 29754, + "FP": 5354, + "IoU": 0.764854021687441, + "TN": 65901877, + "TP": 114195, + "n_pred": 119549, + "n_ref": 143949 + }, + "3": { + "Dice": 0.8882912457415466, + "FN": 6378, + "FP": 31462, + "IoU": 0.7990323385858972, + "TN": 65862891, + "TP": 150449, + "n_pred": 181911, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8897428921235206, + "FN": 3366, + "FP": 3118, + "IoU": 0.8013845494088097, + "TN": 66018534, + "TP": 26162, + "n_pred": 29280, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8924372336602147, + "FN": 1288, + "FP": 807, + "IoU": 0.8057667346560357, + "TN": 66040394, + "TP": 8691, + "n_pred": 9498, + "n_ref": 9979 + }, + "6": { + "Dice": 0.89096809503587, + "FN": 42655, + "FP": 197400, + "IoU": 0.8033746288522576, + "TN": 64830305, + "TP": 980820, + "n_pred": 1178220, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.7344308223984237, + "FN": 404016, + "FP": 10026, + "IoU": 0.5803166159516217, + "TN": 65064622, + "TP": 572516, + "n_pred": 582542, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9545541944487518, + "FN": 4349, + "FP": 2978, + "IoU": 0.9130594712610945, + "TN": 65966904, + "TP": 76949, + "n_pred": 79927, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8772173862113902, + "FN": 10175, + "FP": 6596, + "IoU": 0.7812887155879553, + "TN": 65974499, + "TP": 59910, + "n_pred": 66506, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9788500766160123, + "FN": 3208, + "FP": 3293, + "IoU": 0.9585762621145796, + "TN": 113315601, + "TP": 150438, + "n_pred": 153731, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8636841476526103, + "FN": 8267, + "FP": 14555, + "IoU": 0.7600740109965202, + "TN": 113377419, + "TP": 72299, + "n_pred": 86854, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6721742395794217, + "FN": 1440, + "FP": 306, + "IoU": 0.5062217194570136, + "TN": 113469004, + "TP": 1790, + "n_pred": 2096, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8146844355041488, + "FN": 843, + "FP": 631, + "IoU": 0.68731438268986, + "TN": 113467826, + "TP": 3240, + "n_pred": 3871, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6400472339315383, + "FN": 30262, + "FP": 22168, + "IoU": 0.4706393118210088, + "TN": 113373496, + "TP": 46614, + "n_pred": 68782, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9221132315803687, + "FN": 34833, + "FP": 3812, + "IoU": 0.8554824668015422, + "TN": 113205133, + "TP": 228762, + "n_pred": 232574, + "n_ref": 263595 + }, + "15": { + "Dice": 0.46352822354393447, + "FN": 5361, + "FP": 32883, + "IoU": 0.3016835262754264, + "TN": 113417774, + "TP": 16522, + "n_pred": 49405, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9671206972263652, + "FN": 4857, + "FP": 3454, + "IoU": 0.9363346662376859, + "TN": 113341998, + "TP": 122231, + "n_pred": 125685, + "n_ref": 127088 + }, + "3": { + "Dice": 0.967354079502224, + "FN": 3077, + "FP": 4835, + "IoU": 0.9367722859311943, + "TN": 113347405, + "TP": 117223, + "n_pred": 122058, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8191435198280251, + "FN": 2132, + "FP": 10656, + "IoU": 0.6936859250742551, + "TN": 113430792, + "TP": 28960, + "n_pred": 39616, + "n_ref": 31092 + }, + "5": { + "Dice": 0.598479891276992, + "FN": 14991, + "FP": 8940, + "IoU": 0.4270219796006321, + "TN": 113430774, + "TP": 17835, + "n_pred": 26775, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9562968325729009, + "FN": 41995, + "FP": 58695, + "IoU": 0.9162536460728874, + "TN": 112270219, + "TP": 1101631, + "n_pred": 1160326, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.891595598222288, + "FN": 25031, + "FP": 21899, + "IoU": 0.80439557691426, + "TN": 113232617, + "TP": 192993, + "n_pred": 214892, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9117494817727382, + "FN": 26982, + "FP": 9333, + "IoU": 0.8378121273564471, + "TN": 113248633, + "TP": 187592, + "n_pred": 196925, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8920295064853206, + "FN": 15665, + "FP": 6261, + "IoU": 0.8051022222222223, + "TN": 113360040, + "TP": 90574, + "n_pred": 96835, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8276663857344158, + "FN": 2959, + "FP": 48774, + "IoU": 0.705999022516225, + "TN": 75020766, + "TP": 124229, + "n_pred": 173003, + "n_ref": 127188 + }, + "10": { + "Dice": 0.7997677594159579, + "FN": 25671, + "FP": 11575, + "IoU": 0.6663441727134283, + "TN": 75085098, + "TP": 74384, + "n_pred": 85959, + "n_ref": 100055 + }, + "11": { + "Dice": 0.6791044776119403, + "FN": 1542, + "FP": 350, + "IoU": 0.5141242937853108, + "TN": 75192834, + "TP": 2002, + "n_pred": 2352, + "n_ref": 3544 + }, + "12": { + "Dice": 0.591753671916475, + "FN": 1434, + "FP": 873, + "IoU": 0.4202060819301332, + "TN": 75192749, + "TP": 1672, + "n_pred": 2545, + "n_ref": 3106 + }, + "13": { + "Dice": 0.6340700679708985, + "FN": 20791, + "FP": 18994, + "IoU": 0.46420394860882913, + "TN": 75122474, + "TP": 34469, + "n_pred": 53463, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9400689726320133, + "FN": 5483, + "FP": 10783, + "IoU": 0.886915231613123, + "TN": 75052889, + "TP": 127573, + "n_pred": 138356, + "n_ref": 133056 + }, + "15": { + "Dice": 0.7357789391562576, + "FN": 29957, + "FP": 1540, + "IoU": 0.582001804862512, + "TN": 75121376, + "TP": 43855, + "n_pred": 45395, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9098971625759353, + "FN": 7090, + "FP": 20483, + "IoU": 0.8346892892472796, + "TN": 75029933, + "TP": 139222, + "n_pred": 159705, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9016389930369577, + "FN": 21263, + "FP": 6283, + "IoU": 0.8208949401162564, + "TN": 75042930, + "TP": 126252, + "n_pred": 132535, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8944322101611677, + "FN": 2015, + "FP": 3402, + "IoU": 0.8090252071214525, + "TN": 75168363, + "TP": 22948, + "n_pred": 26350, + "n_ref": 24963 + }, + "5": { + "Dice": 0.852859090024015, + "FN": 1131, + "FP": 1136, + "IoU": 0.7434649768020821, + "TN": 75187891, + "TP": 6570, + "n_pred": 7706, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9105362030466486, + "FN": 28319, + "FP": 213035, + "IoU": 0.8357654523196937, + "TN": 73727159, + "TP": 1228215, + "n_pred": 1441250, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.8843918871712935, + "FN": 6240, + "FP": 31819, + "IoU": 0.7927442235328073, + "TN": 75013095, + "TP": 145574, + "n_pred": 177393, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9105159862303347, + "FN": 12134, + "FP": 2137, + "IoU": 0.835731387264607, + "TN": 75109852, + "TP": 72605, + "n_pred": 74742, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8049276596319798, + "FN": 17676, + "FP": 11191, + "IoU": 0.6735388582285352, + "TN": 75108304, + "TP": 59557, + "n_pred": 70748, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9697316936836221, + "FN": 7667, + "FP": 5329, + "IoU": 0.9412418956677427, + "TN": 86706694, + "TP": 208182, + "n_pred": 213511, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6800850182838312, + "FN": 13313, + "FP": 38916, + "IoU": 0.515249108999109, + "TN": 86820128, + "TP": 55515, + "n_pred": 94431, + "n_ref": 68828 + }, + "11": { + "Dice": 0.5746530989824237, + "FN": 1037, + "FP": 1262, + "IoU": 0.40316718587746625, + "TN": 86924020, + "TP": 1553, + "n_pred": 2815, + "n_ref": 2590 + }, + "12": { + "Dice": 0.5782355575459024, + "FN": 1687, + "FP": 3022, + "IoU": 0.4067027844273655, + "TN": 86919935, + "TP": 3228, + "n_pred": 6250, + "n_ref": 4915 + }, + "13": { + "Dice": 0.5642147024139573, + "FN": 19238, + "FP": 36563, + "IoU": 0.3929659283756146, + "TN": 86835948, + "TP": 36123, + "n_pred": 72686, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8717866673492766, + "FN": 15164, + "FP": 4871, + "IoU": 0.772714381331609, + "TN": 86839723, + "TP": 68114, + "n_pred": 72985, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8779061748330558, + "FN": 32172, + "FP": 4121, + "IoU": 0.7823821458980417, + "TN": 86761098, + "TP": 130481, + "n_pred": 134602, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9295239031906436, + "FN": 10805, + "FP": 6393, + "IoU": 0.8683275656141856, + "TN": 86797260, + "TP": 113414, + "n_pred": 119807, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9330643013467039, + "FN": 9194, + "FP": 13928, + "IoU": 0.8745272114565414, + "TN": 86743593, + "TP": 161157, + "n_pred": 175085, + "n_ref": 170351 + }, + "4": { + "Dice": 0.6920723378681091, + "FN": 3855, + "FP": 7417, + "IoU": 0.5291365554116714, + "TN": 86903933, + "TP": 12667, + "n_pred": 20084, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8335579514824798, + "FN": 525, + "FP": 1451, + "IoU": 0.7146158290005777, + "TN": 86920948, + "TP": 4948, + "n_pred": 6399, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9223600348618296, + "FN": 27647, + "FP": 165396, + "IoU": 0.8559074131438403, + "TN": 85588157, + "TP": 1146672, + "n_pred": 1312068, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.8284752248199931, + "FN": 281865, + "FP": 25105, + "IoU": 0.7071768710078679, + "TN": 85879560, + "TP": 741342, + "n_pred": 766447, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9401175305861089, + "FN": 2635, + "FP": 3958, + "IoU": 0.8870016796352792, + "TN": 86869526, + "TP": 51753, + "n_pred": 55711, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8190491376332084, + "FN": 4530, + "FP": 15897, + "IoU": 0.6935505648319006, + "TN": 86861215, + "TP": 46230, + "n_pred": 62127, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6183594651109143, + "FN": 5366, + "FP": 97206, + "IoU": 0.4475545190634947, + "TN": 37563931, + "TP": 83097, + "n_pred": 180303, + "n_ref": 88463 + }, + "10": { + "Dice": 0.765194769087172, + "FN": 20713, + "FP": 2934, + "IoU": 0.619688635851909, + "TN": 37687422, + "TP": 38531, + "n_pred": 41465, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8079296801945016, + "FN": 428, + "FP": 599, + "IoU": 0.6777533730781299, + "TN": 37746413, + "TP": 2160, + "n_pred": 2759, + "n_ref": 2588 + }, + "12": { + "Dice": 0.36190053285968027, + "FN": 2102, + "FP": 772, + "IoU": 0.2209270805096232, + "TN": 37745911, + "TP": 815, + "n_pred": 1587, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7285437336070247, + "FN": 12942, + "FP": 10862, + "IoU": 0.5729994439162646, + "TN": 37693853, + "TP": 31943, + "n_pred": 42805, + "n_ref": 44885 + }, + "14": { + "Dice": 0.36024604451915776, + "FN": 24841, + "FP": 243079, + "IoU": 0.21969518250896308, + "TN": 37406247, + "TP": 75433, + "n_pred": 318512, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 35870, + "IoU": 0.0, + "TN": 37713730, + "TP": 0, + "n_pred": 35870, + "n_ref": 0 + }, + "2": { + "Dice": 0.6694373032982488, + "FN": 42163, + "FP": 15185, + "IoU": 0.5031234566831576, + "TN": 37634183, + "TP": 58069, + "n_pred": 73254, + "n_ref": 100232 + }, + "3": { + "Dice": 0.7982941325463724, + "FN": 20937, + "FP": 13306, + "IoU": 0.6643007695701191, + "TN": 37647595, + "TP": 67762, + "n_pred": 81068, + "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": 0.8079148777300728, + "FN": 1393, + "FP": 2723, + "IoU": 0.6777325399310993, + "TN": 37736828, + "TP": 8656, + "n_pred": 11379, + "n_ref": 10049 + }, + "6": { + "Dice": 0.8932781736880238, + "FN": 136526, + "FP": 8273, + "IoU": 0.8071388423455702, + "TN": 36998806, + "TP": 605995, + "n_pred": 614268, + "n_ref": 742521 + }, + "7": { + "Dice": 0.8810371520583627, + "FN": 57622, + "FP": 20063, + "IoU": 0.7873694409774683, + "TN": 37384248, + "TP": 287667, + "n_pred": 307730, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9411586386343398, + "FN": 3574, + "FP": 5743, + "IoU": 0.8888570780994643, + "TN": 37665771, + "TP": 74512, + "n_pred": 80255, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8193003706705768, + "FN": 9791, + "FP": 10050, + "IoU": 0.6939109239289737, + "TN": 37684779, + "TP": 44980, + "n_pred": 55030, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9460297505772186, + "FN": 6883, + "FP": 14926, + "IoU": 0.8975867687871858, + "TN": 75693737, + "TP": 191142, + "n_pred": 206068, + "n_ref": 198025 + }, + "10": { + "Dice": 0.8998640090484594, + "FN": 11877, + "FP": 10876, + "IoU": 0.8179570675350236, + "TN": 75781701, + "TP": 102234, + "n_pred": 113110, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6663292420599772, + "FN": 1709, + "FP": 928, + "IoU": 0.4996204933586338, + "TN": 75901418, + "TP": 2633, + "n_pred": 3561, + "n_ref": 4342 + }, + "12": { + "Dice": 0.7394151025752946, + "FN": 1196, + "FP": 1192, + "IoU": 0.5865650969529086, + "TN": 75900912, + "TP": 3388, + "n_pred": 4580, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7371890847621347, + "FN": 10974, + "FP": 10792, + "IoU": 0.5837683820014151, + "TN": 75854395, + "TP": 30527, + "n_pred": 41319, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9008604534641044, + "FN": 9509, + "FP": 15620, + "IoU": 0.819605168700646, + "TN": 75767388, + "TP": 114171, + "n_pred": 129791, + "n_ref": 123680 + }, + "15": { + "Dice": 0.8388480727277147, + "FN": 49229, + "FP": 3809, + "IoU": 0.7224274903442574, + "TN": 75715610, + "TP": 138040, + "n_pred": 141849, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9539840886371209, + "FN": 9487, + "FP": 8189, + "IoU": 0.9120168042129994, + "TN": 75705786, + "TP": 183226, + "n_pred": 191415, + "n_ref": 192713 + }, + "3": { + "Dice": 0.960232185004125, + "FN": 8557, + "FP": 11544, + "IoU": 0.9235063551259609, + "TN": 75643908, + "TP": 242679, + "n_pred": 254223, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9003387871100336, + "FN": 2140, + "FP": 4067, + "IoU": 0.8187419693960986, + "TN": 75872444, + "TP": 28037, + "n_pred": 32104, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8751677852348994, + "FN": 1153, + "FP": 1265, + "IoU": 0.7780429594272077, + "TN": 75895794, + "TP": 8476, + "n_pred": 9741, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9727712630947096, + "FN": 58001, + "FP": 34310, + "IoU": 0.9469860296406392, + "TN": 74165430, + "TP": 1648947, + "n_pred": 1683257, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8638050714352948, + "FN": 39721, + "FP": 34072, + "IoU": 0.760261333437295, + "TN": 75598882, + "TP": 234013, + "n_pred": 268085, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9450360473576295, + "FN": 6019, + "FP": 3953, + "IoU": 0.8957993730407523, + "TN": 75810988, + "TP": 85728, + "n_pred": 89681, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8447821454606628, + "FN": 17486, + "FP": 4658, + "IoU": 0.7312751808164653, + "TN": 75824284, + "TP": 60260, + "n_pred": 64918, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9738355754229854, + "FN": 2352, + "FP": 2629, + "IoU": 0.9490053953335995, + "TN": 61290073, + "TP": 92696, + "n_pred": 95325, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8710012159486628, + "FN": 9645, + "FP": 10618, + "IoU": 0.771481093029288, + "TN": 61299079, + "TP": 68408, + "n_pred": 79026, + "n_ref": 78053 + }, + "11": { + "Dice": 0.7859237536656891, + "FN": 528, + "FP": 1005, + "IoU": 0.6473429951690821, + "TN": 61383403, + "TP": 2814, + "n_pred": 3819, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8066709844559585, + "FN": 878, + "FP": 316, + "IoU": 0.6759837177747625, + "TN": 61384065, + "TP": 2491, + "n_pred": 2807, + "n_ref": 3369 + }, + "13": { + "Dice": 0.61851319920182, + "FN": 15123, + "FP": 14892, + "IoU": 0.4477156052772002, + "TN": 61333403, + "TP": 24332, + "n_pred": 39224, + "n_ref": 39455 + }, + "14": { + "Dice": 0.9091595735409465, + "FN": 3868, + "FP": 8640, + "IoU": 0.8334487350199734, + "TN": 61312650, + "TP": 62592, + "n_pred": 71232, + "n_ref": 66460 + }, + "15": { + "Dice": 0.916363226424666, + "FN": 2088, + "FP": 5331, + "IoU": 0.8456368856893179, + "TN": 61339688, + "TP": 40643, + "n_pred": 45974, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9674821432637787, + "FN": 5705, + "FP": 2863, + "IoU": 0.9370125048703566, + "TN": 61251723, + "TP": 127459, + "n_pred": 130322, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9713658422996034, + "FN": 2218, + "FP": 5529, + "IoU": 0.9443258665171866, + "TN": 61248601, + "TP": 131402, + "n_pred": 136931, + "n_ref": 133620 + }, + "4": { + "Dice": 0.671014608022482, + "FN": 6321, + "FP": 6088, + "IoU": 0.5049074369613789, + "TN": 61362686, + "TP": 12655, + "n_pred": 18743, + "n_ref": 18976 + }, + "5": { + "Dice": 0.5272731815796706, + "FN": 17144, + "FP": 1775, + "IoU": 0.35802511028164236, + "TN": 61358280, + "TP": 10551, + "n_pred": 12326, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9653600270026549, + "FN": 36573, + "FP": 32187, + "IoU": 0.9330395617772368, + "TN": 60360875, + "TP": 958115, + "n_pred": 990302, + "n_ref": 994688 + }, + "7": { + "Dice": 0.832323523893371, + "FN": 35962, + "FP": 22127, + "IoU": 0.7128031958548813, + "TN": 61185488, + "TP": 144173, + "n_pred": 166300, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9282955225504597, + "FN": 24494, + "FP": 9774, + "IoU": 0.8661861008173004, + "TN": 61131663, + "TP": 221819, + "n_pred": 231593, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9077094190129844, + "FN": 7083, + "FP": 7687, + "IoU": 0.8310145988741934, + "TN": 61300346, + "TP": 72634, + "n_pred": 80321, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9716023097605235, + "FN": 3204, + "FP": 7453, + "IoU": 0.9447729404509579, + "TN": 39555833, + "TP": 182310, + "n_pred": 189763, + "n_ref": 185514 + }, + "10": { + "Dice": 0.6849964846496367, + "FN": 15296, + "FP": 18307, + "IoU": 0.5209084817291378, + "TN": 39678661, + "TP": 36536, + "n_pred": 54843, + "n_ref": 51832 + }, + "11": { + "Dice": 0.8277038553394745, + "FN": 605, + "FP": 405, + "IoU": 0.7060535506402794, + "TN": 39745364, + "TP": 2426, + "n_pred": 2831, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8210457940889899, + "FN": 932, + "FP": 170, + "IoU": 0.6964187327823691, + "TN": 39745170, + "TP": 2528, + "n_pred": 2698, + "n_ref": 3460 + }, + "13": { + "Dice": 0.6780918019643215, + "FN": 9981, + "FP": 22139, + "IoU": 0.5129643669446551, + "TN": 39682850, + "TP": 33830, + "n_pred": 55969, + "n_ref": 43811 + }, + "14": { + "Dice": 0.3193472700754613, + "FN": 18225, + "FP": 46177, + "IoU": 0.19001383473776884, + "TN": 39669290, + "TP": 15108, + "n_pred": 61285, + "n_ref": 33333 + }, + "15": { + "Dice": 0.77111737769384, + "FN": 7007, + "FP": 19534, + "IoU": 0.6274947368421052, + "TN": 39677550, + "TP": 44709, + "n_pred": 64243, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9214046545550988, + "FN": 6674, + "FP": 12292, + "IoU": 0.8542635182381915, + "TN": 39618661, + "TP": 111173, + "n_pred": 123465, + "n_ref": 117847 + }, + "3": { + "Dice": 0.925386443585471, + "FN": 11820, + "FP": 7927, + "IoU": 0.8611341612635547, + "TN": 39606598, + "TP": 122455, + "n_pred": 130382, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8819102112676056, + "FN": 3736, + "FP": 1630, + "IoU": 0.7887651064834862, + "TN": 39723397, + "TP": 20037, + "n_pred": 21667, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8242977528089888, + "FN": 655, + "FP": 1847, + "IoU": 0.7011109783777326, + "TN": 39740429, + "TP": 5869, + "n_pred": 7716, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9658164351012718, + "FN": 24779, + "FP": 39155, + "IoU": 0.933892654923257, + "TN": 38781676, + "TP": 903190, + "n_pred": 942345, + "n_ref": 927969 + }, + "7": { + "Dice": 0.8773361989212197, + "FN": 145064, + "FP": 19082, + "IoU": 0.7814772312763425, + "TN": 38997638, + "TP": 587016, + "n_pred": 606098, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9560015977631316, + "FN": 1667, + "FP": 2739, + "IoU": 0.9157117441126394, + "TN": 39696527, + "TP": 47867, + "n_pred": 50606, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8832867934184031, + "FN": 1931, + "FP": 8560, + "IoU": 0.790970132897647, + "TN": 39698611, + "TP": 39698, + "n_pred": 48258, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9196701904071511, + "FN": 8784, + "FP": 6619, + "IoU": 0.8512865073618151, + "TN": 101293033, + "TP": 88172, + "n_pred": 94791, + "n_ref": 96956 + }, + "10": { + "Dice": 0.7965472357333698, + "FN": 24255, + "FP": 5443, + "IoU": 0.6618849192795501, + "TN": 101308774, + "TP": 58136, + "n_pred": 63579, + "n_ref": 82391 + }, + "11": { + "Dice": 0.6295513272257458, + "FN": 2849, + "FP": 305, + "IoU": 0.45937607130613645, + "TN": 101390774, + "TP": 2680, + "n_pred": 2985, + "n_ref": 5529 + }, + "12": { + "Dice": 0.6154387611450024, + "FN": 2602, + "FP": 676, + "IoU": 0.444500932045416, + "TN": 101390707, + "TP": 2623, + "n_pred": 3299, + "n_ref": 5225 + }, + "13": { + "Dice": 0.8936612400415657, + "FN": 6085, + "FP": 4353, + "IoU": 0.8077645585472761, + "TN": 101342310, + "TP": 43860, + "n_pred": 48213, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9727045149497173, + "FN": 6343, + "FP": 3154, + "IoU": 0.9468595249419467, + "TN": 101217893, + "TP": 169218, + "n_pred": 172372, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8587600529369847, + "FN": 5785, + "FP": 1152, + "IoU": 0.7524798401484336, + "TN": 101368582, + "TP": 21089, + "n_pred": 22241, + "n_ref": 26874 + }, + "2": { + "Dice": 0.8313966298485443, + "FN": 8165, + "FP": 62235, + "IoU": 0.7114446621361292, + "TN": 101152634, + "TP": 173574, + "n_pred": 235809, + "n_ref": 181739 + }, + "3": { + "Dice": 0.7414539265742767, + "FN": 68064, + "FP": 1057, + "IoU": 0.5891353063905417, + "TN": 101228375, + "TP": 99112, + "n_pred": 100169, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8214103337820899, + "FN": 1299, + "FP": 2548, + "IoU": 0.6969434378446511, + "TN": 101383914, + "TP": 8847, + "n_pred": 11395, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7372322077625896, + "FN": 12655, + "FP": 5780, + "IoU": 0.5838224670399134, + "TN": 101352312, + "TP": 25861, + "n_pred": 31641, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9447820305572309, + "FN": 51759, + "FP": 156162, + "IoU": 0.8953430077163523, + "TN": 99409918, + "TP": 1778769, + "n_pred": 1934931, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.7936116940479859, + "FN": 137875, + "FP": 30200, + "IoU": 0.6578410037071042, + "TN": 100905389, + "TP": 323144, + "n_pred": 353344, + "n_ref": 461019 + }, + "8": { + "Dice": 0.888431300697903, + "FN": 42364, + "FP": 11222, + "IoU": 0.7992590122911055, + "TN": 101129667, + "TP": 213355, + "n_pred": 224577, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9387089016387811, + "FN": 4650, + "FP": 6054, + "IoU": 0.8844971027160015, + "TN": 101303935, + "TP": 81969, + "n_pred": 88023, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.894530751683802, + "FN": 10137, + "FP": 38642, + "IoU": 0.8091864636183338, + "TN": 73627867, + "TP": 206858, + "n_pred": 245500, + "n_ref": 216995 + }, + "10": { + "Dice": 0.2606021544977442, + "FN": 54613, + "FP": 65846, + "IoU": 0.14982320184632322, + "TN": 73741817, + "TP": 21228, + "n_pred": 87074, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6119597758501574, + "FN": 2273, + "FP": 2782, + "IoU": 0.44088043358035617, + "TN": 73874463, + "TP": 3986, + "n_pred": 6768, + "n_ref": 6259 + }, + "12": { + "Dice": 0.5441713312241421, + "FN": 3305, + "FP": 441, + "IoU": 0.3737880307589435, + "TN": 73877522, + "TP": 2236, + "n_pred": 2677, + "n_ref": 5541 + }, + "13": { + "Dice": 0.018100558659217877, + "FN": 60186, + "FP": 54058, + "IoU": 0.009132934941932574, + "TN": 73768207, + "TP": 1053, + "n_pred": 55111, + "n_ref": 61239 + }, + "14": { + "Dice": 0.5706213174782735, + "FN": 47925, + "FP": 32164, + "IoU": 0.39920933791427243, + "TN": 73750198, + "TP": 53217, + "n_pred": 85381, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8705340783621501, + "FN": 40441, + "FP": 13614, + "IoU": 0.7707484233785291, + "TN": 73647715, + "TP": 181734, + "n_pred": 195348, + "n_ref": 222175 + }, + "2": { + "Dice": 0.5167166416791604, + "FN": 122120, + "FP": 6820, + "IoU": 0.3483600343659979, + "TN": 73685634, + "TP": 68930, + "n_pred": 75750, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6592670600720677, + "FN": 25705, + "FP": 141570, + "IoU": 0.49172138644367536, + "TN": 73554403, + "TP": 161826, + "n_pred": 303396, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 20960, + "IoU": 0.0, + "TN": 73814656, + "TP": 0, + "n_pred": 20960, + "n_ref": 47888 + }, + "5": { + "Dice": 0.6174812820728527, + "FN": 7788, + "FP": 1306, + "IoU": 0.44663502494827795, + "TN": 73867070, + "TP": 7340, + "n_pred": 8646, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7584711544013408, + "FN": 262926, + "FP": 653169, + "IoU": 0.6109170617261089, + "TN": 71529006, + "TP": 1438403, + "n_pred": 2091572, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.3962660578170253, + "FN": 83390, + "FP": 188440, + "IoU": 0.24708964959464214, + "TN": 73522465, + "TP": 89209, + "n_pred": 277649, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8899276988282224, + "FN": 8057, + "FP": 9603, + "IoU": 0.8016844469399214, + "TN": 73794454, + "TP": 71390, + "n_pred": 80993, + "n_ref": 79447 + }, + "9": { + "Dice": 0.8033839693713721, + "FN": 12121, + "FP": 26087, + "IoU": 0.6713799153679431, + "TN": 73767236, + "TP": 78060, + "n_pred": 104147, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9671318627932475, + "FN": 5189, + "FP": 7192, + "IoU": 0.9363555985072018, + "TN": 69301242, + "TP": 182153, + "n_pred": 189345, + "n_ref": 187342 + }, + "10": { + "Dice": 0.762830459770115, + "FN": 14380, + "FP": 18634, + "IoU": 0.6165933083256878, + "TN": 69409669, + "TP": 53093, + "n_pred": 71727, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7700477960701009, + "FN": 561, + "FP": 1171, + "IoU": 0.6260794473229706, + "TN": 69491144, + "TP": 2900, + "n_pred": 4071, + "n_ref": 3461 + }, + "12": { + "Dice": 0.5883554647599591, + "FN": 1136, + "FP": 1685, + "IoU": 0.41678726483357453, + "TN": 69490939, + "TP": 2016, + "n_pred": 3701, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6943387553943975, + "FN": 23436, + "FP": 24444, + "IoU": 0.5317908900666914, + "TN": 69393514, + "TP": 54382, + "n_pred": 78826, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9343805831788303, + "FN": 12443, + "FP": 7023, + "IoU": 0.876842678004277, + "TN": 69337718, + "TP": 138592, + "n_pred": 145615, + "n_ref": 151035 + }, + "15": { + "Dice": 0.8812891206307012, + "FN": 16417, + "FP": 4483, + "IoU": 0.7877720123071924, + "TN": 69397297, + "TP": 77579, + "n_pred": 82062, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9414316990645525, + "FN": 8248, + "FP": 9408, + "IoU": 0.8893443136665037, + "TN": 69336218, + "TP": 141902, + "n_pred": 151310, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9449763789004905, + "FN": 15547, + "FP": 2739, + "IoU": 0.895692153238871, + "TN": 69320468, + "TP": 157022, + "n_pred": 159761, + "n_ref": 172569 + }, + "4": { + "Dice": 0.5233540404959323, + "FN": 16984, + "FP": 19692, + "IoU": 0.35442079878896693, + "TN": 69438965, + "TP": 20135, + "n_pred": 39827, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8795075716308967, + "FN": 2947, + "FP": 1477, + "IoU": 0.7849295089936801, + "TN": 69475206, + "TP": 16146, + "n_pred": 17623, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9478691281322237, + "FN": 118852, + "FP": 27533, + "IoU": 0.9009042063840748, + "TN": 68018569, + "TP": 1330822, + "n_pred": 1358355, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.859705489007414, + "FN": 15039, + "FP": 82206, + "IoU": 0.7539328486805315, + "TN": 69100579, + "TP": 297952, + "n_pred": 380158, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9075802978077241, + "FN": 10089, + "FP": 5918, + "IoU": 0.8307981776476433, + "TN": 69401173, + "TP": 78596, + "n_pred": 84514, + "n_ref": 88685 + }, + "9": { + "Dice": 0.865970709537291, + "FN": 11394, + "FP": 9957, + "IoU": 0.7636228771339371, + "TN": 69405450, + "TP": 68975, + "n_pred": 78932, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9137130894007476, + "FN": 4048, + "FP": 33417, + "IoU": 0.8411342164628458, + "TN": 50597724, + "TP": 198363, + "n_pred": 231780, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8642262850372924, + "FN": 11647, + "FP": 8523, + "IoU": 0.7609141448265235, + "TN": 50749189, + "TP": 64193, + "n_pred": 72716, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8293929712460064, + "FN": 1537, + "FP": 599, + "IoU": 0.7085152838427947, + "TN": 50826224, + "TP": 5192, + "n_pred": 5791, + "n_ref": 6729 + }, + "12": { + "Dice": 0.4980598036977859, + "FN": 4117, + "FP": 281, + "IoU": 0.33161094224924015, + "TN": 50826972, + "TP": 2182, + "n_pred": 2463, + "n_ref": 6299 + }, + "13": { + "Dice": 0.6670330481572925, + "FN": 7603, + "FP": 32990, + "IoU": 0.5004122924692012, + "TN": 50752299, + "TP": 40660, + "n_pred": 73650, + "n_ref": 48263 + }, + "14": { + "Dice": 0.647358218937393, + "FN": 22183, + "FP": 8926, + "IoU": 0.47858806965791195, + "TN": 50773889, + "TP": 28554, + "n_pred": 37480, + "n_ref": 50737 + }, + "15": { + "Dice": 0.8393012456696396, + "FN": 6289, + "FP": 4612, + "IoU": 0.723099979678927, + "TN": 50794184, + "TP": 28467, + "n_pred": 33079, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9193608493963095, + "FN": 11009, + "FP": 24262, + "IoU": 0.8507565628014827, + "TN": 50597220, + "TP": 201061, + "n_pred": 225323, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9127113298497815, + "FN": 27329, + "FP": 6298, + "IoU": 0.8394379109309421, + "TN": 50624119, + "TP": 175806, + "n_pred": 182104, + "n_ref": 203135 + }, + "4": { + "Dice": 0.8116600327792086, + "FN": 632, + "FP": 7412, + "IoU": 0.6830200575324112, + "TN": 50808175, + "TP": 17333, + "n_pred": 24745, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8865979381443299, + "FN": 1406, + "FP": 1520, + "IoU": 0.7962962962962963, + "TN": 50819188, + "TP": 11438, + "n_pred": 12958, + "n_ref": 12844 + }, + "6": { + "Dice": 0.914536637888792, + "FN": 96720, + "FP": 295704, + "IoU": 0.8425310976042837, + "TN": 48341479, + "TP": 2099649, + "n_pred": 2395353, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.7583522565745833, + "FN": 12291, + "FP": 125411, + "IoU": 0.610762803371644, + "TN": 50479778, + "TP": 216072, + "n_pred": 341483, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9616786707411739, + "FN": 5053, + "FP": 2747, + "IoU": 0.9261859923725525, + "TN": 50727881, + "TP": 97871, + "n_pred": 100618, + "n_ref": 102924 + }, + "9": { + "Dice": 0.8815107936814336, + "FN": 19218, + "FP": 6563, + "IoU": 0.788126330322729, + "TN": 50711871, + "TP": 95900, + "n_pred": 102463, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.94736264155988, + "FN": 13526, + "FP": 8524, + "IoU": 0.8999895680728602, + "TN": 76664383, + "TP": 198427, + "n_pred": 206951, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7311206693629496, + "FN": 13710, + "FP": 23985, + "IoU": 0.5761940097139774, + "TN": 76795916, + "TP": 51249, + "n_pred": 75234, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7319640129010355, + "FN": 718, + "FP": 861, + "IoU": 0.5772423025435074, + "TN": 76881125, + "TP": 2156, + "n_pred": 3017, + "n_ref": 2874 + }, + "12": { + "Dice": 0.7577897798088907, + "FN": 785, + "FP": 381, + "IoU": 0.6100334448160535, + "TN": 76881870, + "TP": 1824, + "n_pred": 2205, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5781223473487636, + "FN": 17243, + "FP": 20032, + "IoU": 0.40659078245641966, + "TN": 76822045, + "TP": 25540, + "n_pred": 45572, + "n_ref": 42783 + }, + "14": { + "Dice": 0.887086988986373, + "FN": 5475, + "FP": 13881, + "IoU": 0.7970856483908166, + "TN": 76789470, + "TP": 76034, + "n_pred": 89915, + "n_ref": 81509 + }, + "15": { + "Dice": 0.7174437579324677, + "FN": 14295, + "FP": 5964, + "IoU": 0.5593858065638662, + "TN": 76838881, + "TP": 25720, + "n_pred": 31684, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9378478577127035, + "FN": 3974, + "FP": 9270, + "IoU": 0.882969416879479, + "TN": 76771693, + "TP": 99923, + "n_pred": 109193, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9509405406510923, + "FN": 4418, + "FP": 5177, + "IoU": 0.9064696306549562, + "TN": 76782273, + "TP": 92992, + "n_pred": 98169, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9338975572580321, + "FN": 1599, + "FP": 1697, + "IoU": 0.8759923247676737, + "TN": 76858281, + "TP": 23283, + "n_pred": 24980, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8536274641276653, + "FN": 3024, + "FP": 1342, + "IoU": 0.7446335614435281, + "TN": 76867763, + "TP": 12731, + "n_pred": 14073, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9669342719779009, + "FN": 33328, + "FP": 41748, + "IoU": 0.9359852386441927, + "TN": 75712068, + "TP": 1097716, + "n_pred": 1139464, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.8158407258972397, + "FN": 16217, + "FP": 49217, + "IoU": 0.6889619865667173, + "TN": 76674487, + "TP": 144939, + "n_pred": 194156, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9530162678799384, + "FN": 4517, + "FP": 2660, + "IoU": 0.91024935597629, + "TN": 76804894, + "TP": 72789, + "n_pred": 75449, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9188277993429163, + "FN": 11642, + "FP": 2515, + "IoU": 0.8498440847669757, + "TN": 76790578, + "TP": 80125, + "n_pred": 82640, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7739664375675959, + "FN": 13652, + "FP": 51136, + "IoU": 0.6312767132019419, + "TN": 130824223, + "TP": 110921, + "n_pred": 162057, + "n_ref": 124573 + }, + "10": { + "Dice": 0.6814296868954747, + "FN": 9128, + "FP": 36159, + "IoU": 0.5167943492456414, + "TN": 130906210, + "TP": 48435, + "n_pred": 84594, + "n_ref": 57563 + }, + "11": { + "Dice": 0.6993464052287581, + "FN": 2358, + "FP": 402, + "IoU": 0.5376884422110553, + "TN": 130993962, + "TP": 3210, + "n_pred": 3612, + "n_ref": 5568 + }, + "12": { + "Dice": 0.7172532727130203, + "FN": 2727, + "FP": 880, + "IoU": 0.5591542410168663, + "TN": 130991750, + "TP": 4575, + "n_pred": 5455, + "n_ref": 7302 + }, + "13": { + "Dice": 0.5285097876697301, + "FN": 45897, + "FP": 12126, + "IoU": 0.3591663629435738, + "TN": 130909389, + "TP": 32520, + "n_pred": 44646, + "n_ref": 78417 + }, + "14": { + "Dice": 0.09200752858484368, + "FN": 900467, + "FP": 701, + "IoU": 0.04822216542427014, + "TN": 130053106, + "TP": 45658, + "n_pred": 46359, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 48692, + "IoU": 0.0, + "TN": 130925930, + "TP": 0, + "n_pred": 48692, + "n_ref": 25310 + }, + "2": { + "Dice": 0.6173274343885572, + "FN": 118251, + "FP": 6475, + "IoU": 0.44647406026716374, + "TN": 130774602, + "TP": 100604, + "n_pred": 107079, + "n_ref": 218855 + }, + "3": { + "Dice": 0.8079908912120899, + "FN": 13734, + "FP": 114261, + "IoU": 0.6778395276137548, + "TN": 130602630, + "TP": 269307, + "n_pred": 383568, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 8637, + "IoU": 0.0, + "TN": 130989015, + "TP": 0, + "n_pred": 8637, + "n_ref": 2280 + }, + "5": { + "Dice": 0.6198419666374012, + "FN": 12776, + "FP": 647, + "IoU": 0.4491094147582697, + "TN": 130975566, + "TP": 10943, + "n_pred": 11590, + "n_ref": 23719 + }, + "6": { + "Dice": 0.878050226297704, + "FN": 80646, + "FP": 306116, + "IoU": 0.7826109928256828, + "TN": 129220808, + "TP": 1392362, + "n_pred": 1698478, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.6173802854475123, + "FN": 55955, + "FP": 127629, + "IoU": 0.44652935217789785, + "TN": 130668236, + "TP": 148112, + "n_pred": 275741, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9428122121808098, + "FN": 8814, + "FP": 5405, + "IoU": 0.8918114861368962, + "TN": 130868504, + "TP": 117209, + "n_pred": 122614, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7611438183347351, + "FN": 11969, + "FP": 16431, + "IoU": 0.6143923964697895, + "TN": 130926282, + "TP": 45250, + "n_pred": 61681, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9581450946613462, + "FN": 2911, + "FP": 1851, + "IoU": 0.9196531011675778, + "TN": 74367430, + "TP": 54506, + "n_pred": 56357, + "n_ref": 57417 + }, + "10": { + "Dice": 0.6848967818067918, + "FN": 31763, + "FP": 11495, + "IoU": 0.5207931760274731, + "TN": 74336428, + "TP": 47012, + "n_pred": 58507, + "n_ref": 78775 + }, + "11": { + "Dice": 0.6784649035593557, + "FN": 682, + "FP": 935, + "IoU": 0.5133915136924466, + "TN": 74423375, + "TP": 1706, + "n_pred": 2641, + "n_ref": 2388 + }, + "12": { + "Dice": 0.5437290658727205, + "FN": 996, + "FP": 1456, + "IoU": 0.37337081523128035, + "TN": 74422785, + "TP": 1461, + "n_pred": 2917, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5374879289255134, + "FN": 61583, + "FP": 10259, + "IoU": 0.36751008046766326, + "TN": 74313112, + "TP": 41744, + "n_pred": 52003, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9267242422043206, + "FN": 17663, + "FP": 6569, + "IoU": 0.8634539963034756, + "TN": 74249234, + "TP": 153232, + "n_pred": 159801, + "n_ref": 170895 + }, + "15": { + "Dice": 0.4756833348569339, + "FN": 11811, + "FP": 11131, + "IoU": 0.31206333023478966, + "TN": 74393349, + "TP": 10407, + "n_pred": 21538, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9146956996710378, + "FN": 7392, + "FP": 13379, + "IoU": 0.8428011382556837, + "TN": 74294566, + "TP": 111361, + "n_pred": 124740, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9252960982957734, + "FN": 5882, + "FP": 14352, + "IoU": 0.8609777044900203, + "TN": 74281153, + "TP": 125311, + "n_pred": 139663, + "n_ref": 131193 + }, + "4": { + "Dice": 0.7735131192461608, + "FN": 10841, + "FP": 648, + "IoU": 0.6306737816638807, + "TN": 74395590, + "TP": 19619, + "n_pred": 20267, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9644319977817829, + "FN": 18019, + "FP": 46119, + "IoU": 0.9313072591234387, + "TN": 73493004, + "TP": 869556, + "n_pred": 915675, + "n_ref": 887575 + }, + "7": { + "Dice": 0.7546777747398555, + "FN": 33204, + "FP": 43063, + "IoU": 0.6060100425672604, + "TN": 74233122, + "TP": 117309, + "n_pred": 160372, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9292316912934234, + "FN": 2921, + "FP": 3219, + "IoU": 0.8678177003724354, + "TN": 74380247, + "TP": 40311, + "n_pred": 43530, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8460713647465301, + "FN": 5366, + "FP": 4970, + "IoU": 0.7332094367869496, + "TN": 74387956, + "TP": 28406, + "n_pred": 33376, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9734221740470346, + "FN": 3001, + "FP": 4502, + "IoU": 0.9482205337363616, + "TN": 106501785, + "TP": 137400, + "n_pred": 141902, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8555577430802703, + "FN": 14603, + "FP": 14010, + "IoU": 0.7475761559023582, + "TN": 106533335, + "TP": 84740, + "n_pred": 98750, + "n_ref": 99343 + }, + "11": { + "Dice": 0.4996258045202814, + "FN": 2982, + "FP": 361, + "IoU": 0.333000798084597, + "TN": 106641676, + "TP": 1669, + "n_pred": 2030, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7079983922829582, + "FN": 1947, + "FP": 959, + "IoU": 0.5479856898428994, + "TN": 106640259, + "TP": 3523, + "n_pred": 4482, + "n_ref": 5470 + }, + "13": { + "Dice": 0.7458878438582844, + "FN": 14574, + "FP": 3393, + "IoU": 0.5947536990256225, + "TN": 106602352, + "TP": 26369, + "n_pred": 29762, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9383665704000766, + "FN": 1697, + "FP": 7309, + "IoU": 0.8838894332422258, + "TN": 106569124, + "TP": 68558, + "n_pred": 75867, + "n_ref": 70255 + }, + "15": { + "Dice": 0.6065622001918772, + "FN": 2852, + "FP": 27905, + "IoU": 0.43529908566812325, + "TN": 106592222, + "TP": 23709, + "n_pred": 51614, + "n_ref": 26561 + }, + "2": { + "Dice": 0.6574048562688539, + "FN": 93618, + "FP": 3370, + "IoU": 0.48965234183842604, + "TN": 106456645, + "TP": 93055, + "n_pred": 96425, + "n_ref": 186673 + }, + "3": { + "Dice": 0.732256827152703, + "FN": 2545, + "FP": 105646, + "IoU": 0.577606602690737, + "TN": 106390550, + "TP": 147947, + "n_pred": 253593, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8699263734189163, + "FN": 867, + "FP": 1889, + "IoU": 0.769796191112596, + "TN": 106634716, + "TP": 9216, + "n_pred": 11105, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7630671265587688, + "FN": 1566, + "FP": 220, + "IoU": 0.6169026169026169, + "TN": 106642026, + "TP": 2876, + "n_pred": 3096, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9726395103912385, + "FN": 40611, + "FP": 28701, + "IoU": 0.9467363405824945, + "TN": 105345388, + "TP": 1231988, + "n_pred": 1260689, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9339004160531401, + "FN": 24159, + "FP": 20103, + "IoU": 0.8759973553274463, + "TN": 106289744, + "TP": 312682, + "n_pred": 332785, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9419921456622635, + "FN": 5068, + "FP": 3056, + "IoU": 0.8903451347739819, + "TN": 106572601, + "TP": 65963, + "n_pred": 69019, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9000272574090594, + "FN": 12441, + "FP": 3697, + "IoU": 0.8182268728669423, + "TN": 106557907, + "TP": 72643, + "n_pred": 76340, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9473037948505842, + "FN": 8162, + "FP": 8146, + "IoU": 0.899883356866597, + "TN": 107964038, + "TP": 146582, + "n_pred": 154728, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8344644037723695, + "FN": 7303, + "FP": 21992, + "IoU": 0.715949308174881, + "TN": 108023795, + "TP": 73838, + "n_pred": 95830, + "n_ref": 81141 + }, + "11": { + "Dice": 0.6429507582849654, + "FN": 1320, + "FP": 587, + "IoU": 0.4737858719646799, + "TN": 108123304, + "TP": 1717, + "n_pred": 2304, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7556233320625239, + "FN": 1001, + "FP": 922, + "IoU": 0.6072303921568627, + "TN": 108122032, + "TP": 2973, + "n_pred": 3895, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7844591056655147, + "FN": 21241, + "FP": 9632, + "IoU": 0.6453580536218899, + "TN": 108039874, + "TP": 56181, + "n_pred": 65813, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7910975980541198, + "FN": 7369, + "FP": 9808, + "IoU": 0.6543932717651556, + "TN": 108077227, + "TP": 32524, + "n_pred": 42332, + "n_ref": 39893 + }, + "15": { + "Dice": 0.7307571572074335, + "FN": 3952, + "FP": 13202, + "IoU": 0.5757425865011253, + "TN": 108086495, + "TP": 23279, + "n_pred": 36481, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9392760584248899, + "FN": 18603, + "FP": 3610, + "IoU": 0.8855047214547853, + "TN": 107932920, + "TP": 171795, + "n_pred": 175405, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9483821244512076, + "FN": 7658, + "FP": 13305, + "IoU": 0.9018314984007755, + "TN": 107913387, + "TP": 192578, + "n_pred": 205883, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9393457957801897, + "FN": 1677, + "FP": 2408, + "IoU": 0.8856286922193913, + "TN": 108091211, + "TP": 31632, + "n_pred": 34040, + "n_ref": 33309 + }, + "5": { + "Dice": 0.7481576417814803, + "FN": 1542, + "FP": 30, + "IoU": 0.5976452521115946, + "TN": 108123021, + "TP": 2335, + "n_pred": 2365, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9708371405880394, + "FN": 58312, + "FP": 27063, + "IoU": 0.9433270271167314, + "TN": 106620478, + "TP": 1421075, + "n_pred": 1448138, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.8812093290891732, + "FN": 15950, + "FP": 48873, + "IoU": 0.7876445093806203, + "TN": 107821671, + "TP": 240434, + "n_pred": 289307, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9390918635789871, + "FN": 3369, + "FP": 1794, + "IoU": 0.8851773601690204, + "TN": 108081963, + "TP": 39802, + "n_pred": 41596, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9091954778493493, + "FN": 6408, + "FP": 4644, + "IoU": 0.8335090837877738, + "TN": 108060546, + "TP": 55330, + "n_pred": 59974, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8199273148297045, + "FN": 9770, + "FP": 40621, + "IoU": 0.6948108579526873, + "TN": 62405046, + "TP": 114723, + "n_pred": 155344, + "n_ref": 124493 + }, + "10": { + "Dice": 0.7906520771904952, + "FN": 6723, + "FP": 21038, + "IoU": 0.6537837972662875, + "TN": 62489976, + "TP": 52423, + "n_pred": 73461, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6393487109905021, + "FN": 874, + "FP": 455, + "IoU": 0.4698843238930993, + "TN": 62567653, + "TP": 1178, + "n_pred": 1633, + "n_ref": 2052 + }, + "12": { + "Dice": 0.5887147335423197, + "FN": 1450, + "FP": 2486, + "IoU": 0.4171479342514438, + "TN": 62563407, + "TP": 2817, + "n_pred": 5303, + "n_ref": 4267 + }, + "13": { + "Dice": 0.702327831836998, + "FN": 9049, + "FP": 18636, + "IoU": 0.5412213107962549, + "TN": 62509815, + "TP": 32660, + "n_pred": 51296, + "n_ref": 41709 + }, + "14": { + "Dice": 0.8622632338058697, + "FN": 83916, + "FP": 2509, + "IoU": 0.7578758632282284, + "TN": 62213215, + "TP": 270520, + "n_pred": 273029, + "n_ref": 354436 + }, + "15": { + "Dice": 0.4864386378724989, + "FN": 46278, + "FP": 48869, + "IoU": 0.32138679675910076, + "TN": 62429952, + "TP": 45061, + "n_pred": 93930, + "n_ref": 91339 + }, + "2": { + "Dice": 0.8696716608224418, + "FN": 30604, + "FP": 10280, + "IoU": 0.769397378336304, + "TN": 62392868, + "TP": 136408, + "n_pred": 146688, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9026075203213877, + "FN": 7844, + "FP": 33660, + "IoU": 0.8225020100244624, + "TN": 62336332, + "TP": 192324, + "n_pred": 225984, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8738182480717452, + "FN": 1898, + "FP": 4335, + "IoU": 0.7759122775480856, + "TN": 62542345, + "TP": 21582, + "n_pred": 25917, + "n_ref": 23480 + }, + "5": { + "Dice": 0.6304808475957621, + "FN": 4307, + "FP": 227, + "IoU": 0.4603665793858605, + "TN": 62561758, + "TP": 3868, + "n_pred": 4095, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9469300248006167, + "FN": 41960, + "FP": 116711, + "IoU": 0.8992090241879032, + "TN": 60995902, + "TP": 1415587, + "n_pred": 1532298, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8551800139522187, + "FN": 18227, + "FP": 39069, + "IoU": 0.7469995496012647, + "TN": 62343694, + "TP": 169170, + "n_pred": 208239, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8865326938575977, + "FN": 3025, + "FP": 14151, + "IoU": 0.7961910412340552, + "TN": 62485885, + "TP": 67099, + "n_pred": 81250, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8371111231903753, + "FN": 3395, + "FP": 14585, + "IoU": 0.7198547856842368, + "TN": 62505979, + "TP": 46201, + "n_pred": 60786, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9227607855363805, + "FN": 20256, + "FP": 23346, + "IoU": 0.8565978411729496, + "TN": 55077194, + "TP": 260452, + "n_pred": 283798, + "n_ref": 280708 + }, + "10": { + "Dice": 0.84701808847233, + "FN": 5627, + "FP": 19999, + "IoU": 0.7346325905061718, + "TN": 55284680, + "TP": 70942, + "n_pred": 90941, + "n_ref": 76569 + }, + "11": { + "Dice": 0.6412690782357889, + "FN": 1659, + "FP": 1326, + "IoU": 0.47196179019989387, + "TN": 55375595, + "TP": 2668, + "n_pred": 3994, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7463488725318378, + "FN": 1534, + "FP": 637, + "IoU": 0.5953401677539608, + "TN": 55375883, + "TP": 3194, + "n_pred": 3831, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7632382619255978, + "FN": 12135, + "FP": 14379, + "IoU": 0.6171263537906138, + "TN": 55311998, + "TP": 42736, + "n_pred": 57115, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9412043110322299, + "FN": 3708, + "FP": 7721, + "IoU": 0.8889385561720777, + "TN": 55278341, + "TP": 91478, + "n_pred": 99199, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7907093736800391, + "FN": 4555, + "FP": 39544, + "IoU": 0.6538621539524188, + "TN": 55253845, + "TP": 83304, + "n_pred": 122848, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9300200516348903, + "FN": 14713, + "FP": 12474, + "IoU": 0.8691939069100567, + "TN": 55173406, + "TP": 180655, + "n_pred": 193129, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9346935878396087, + "FN": 12698, + "FP": 11224, + "IoU": 0.8773941254555053, + "TN": 55186135, + "TP": 171191, + "n_pred": 182415, + "n_ref": 183889 + }, + "4": { + "Dice": 0.7524088814411395, + "FN": 2919, + "FP": 36, + "IoU": 0.603089321692411, + "TN": 55373803, + "TP": 4490, + "n_pred": 4526, + "n_ref": 7409 + }, + "5": { + "Dice": 0.6873865698729582, + "FN": 2610, + "FP": 146, + "IoU": 0.5236778430694781, + "TN": 55375462, + "TP": 3030, + "n_pred": 3176, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9599795496357446, + "FN": 68015, + "FP": 51281, + "IoU": 0.9230391087978345, + "TN": 53831162, + "TP": 1430790, + "n_pred": 1482071, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9261640925532526, + "FN": 13943, + "FP": 11777, + "IoU": 0.8624819547666149, + "TN": 55194218, + "TP": 161310, + "n_pred": 173087, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9393693918245264, + "FN": 1827, + "FP": 4011, + "IoU": 0.8856706421479349, + "TN": 55330185, + "TP": 45225, + "n_pred": 49236, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8820696671672884, + "FN": 5399, + "FP": 6772, + "IoU": 0.7890202468450978, + "TN": 55323560, + "TP": 45517, + "n_pred": 52289, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9759037834918118, + "FN": 10502, + "FP": 3238, + "IoU": 0.9529414988166877, + "TN": 110854638, + "TP": 278237, + "n_pred": 281475, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8168922688099819, + "FN": 10519, + "FP": 21649, + "IoU": 0.69046313135687, + "TN": 111042692, + "TP": 71755, + "n_pred": 93404, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7508548520221672, + "FN": 450, + "FP": 1663, + "IoU": 0.6010949594109873, + "TN": 111141318, + "TP": 3184, + "n_pred": 4847, + "n_ref": 3634 + }, + "12": { + "Dice": 0.7996661101836394, + "FN": 709, + "FP": 491, + "IoU": 0.6662030598052852, + "TN": 111143020, + "TP": 2395, + "n_pred": 2886, + "n_ref": 3104 + }, + "13": { + "Dice": 0.7743845386916175, + "FN": 12108, + "FP": 17310, + "IoU": 0.6318331998398078, + "TN": 111066711, + "TP": 50486, + "n_pred": 67796, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8837976870415017, + "FN": 6841, + "FP": 2172, + "IoU": 0.7917898724819812, + "TN": 111103327, + "TP": 34275, + "n_pred": 36447, + "n_ref": 41116 + }, + "15": { + "Dice": 0.5510526509167065, + "FN": 2867, + "FP": 33790, + "IoU": 0.38031240490922, + "TN": 111087461, + "TP": 22497, + "n_pred": 56287, + "n_ref": 25364 + }, + "2": { + "Dice": 0.8952501849914521, + "FN": 15544, + "FP": 17298, + "IoU": 0.8103646389698876, + "TN": 110973430, + "TP": 140343, + "n_pred": 157641, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9219310587776447, + "FN": 24727, + "FP": 12504, + "IoU": 0.8551689261470834, + "TN": 110889550, + "TP": 219834, + "n_pred": 232338, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8990647840096403, + "FN": 1678, + "FP": 2175, + "IoU": 0.8166373197544378, + "TN": 111125602, + "TP": 17160, + "n_pred": 19335, + "n_ref": 18838 + }, + "5": { + "Dice": 0.854602510460251, + "FN": 682, + "FP": 708, + "IoU": 0.7461187214611872, + "TN": 111141140, + "TP": 4085, + "n_pred": 4793, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9788915785134469, + "FN": 25062, + "FP": 43042, + "IoU": 0.9586558664244039, + "TN": 109499368, + "TP": 1579143, + "n_pred": 1622185, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.4217435849941248, + "FN": 269410, + "FP": 30287, + "IoU": 0.2672212075200434, + "TN": 110737628, + "TP": 109290, + "n_pred": 139577, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9342950510058274, + "FN": 5356, + "FP": 5220, + "IoU": 0.8766920449113316, + "TN": 111060846, + "TP": 75193, + "n_pred": 80413, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9014814882681155, + "FN": 6657, + "FP": 4096, + "IoU": 0.8206338615512927, + "TN": 111086665, + "TP": 49197, + "n_pred": 53293, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9704200882051587, + "FN": 6138, + "FP": 5814, + "IoU": 0.9425398427922406, + "TN": 96913020, + "TP": 196053, + "n_pred": 201867, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8886516494074944, + "FN": 7809, + "FP": 8879, + "IoU": 0.7996157540826129, + "TN": 97037745, + "TP": 66592, + "n_pred": 75471, + "n_ref": 74401 + }, + "11": { + "Dice": 0.6652317042289188, + "FN": 1285, + "FP": 1359, + "IoU": 0.49838740276987287, + "TN": 97115754, + "TP": 2627, + "n_pred": 3986, + "n_ref": 3912 + }, + "12": { + "Dice": 0.6542860140593851, + "FN": 2165, + "FP": 1130, + "IoU": 0.4861999064400437, + "TN": 97114612, + "TP": 3118, + "n_pred": 4248, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8525984251968504, + "FN": 8059, + "FP": 6917, + "IoU": 0.7430688992588526, + "TN": 97062737, + "TP": 43312, + "n_pred": 50229, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9161773453109033, + "FN": 13165, + "FP": 8819, + "IoU": 0.8453203495489917, + "TN": 96978899, + "TP": 120142, + "n_pred": 128961, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8876853588462971, + "FN": 5314, + "FP": 10675, + "IoU": 0.7980523909364186, + "TN": 97041851, + "TP": 63185, + "n_pred": 73860, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9119551710953928, + "FN": 14740, + "FP": 14736, + "IoU": 0.8381595563608412, + "TN": 96938895, + "TP": 152654, + "n_pred": 167390, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9348425591104871, + "FN": 7466, + "FP": 22139, + "IoU": 0.8776566948917899, + "TN": 96879042, + "TP": 212378, + "n_pred": 234517, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8949290283612004, + "FN": 935, + "FP": 2892, + "IoU": 0.8098385093167701, + "TN": 97100900, + "TP": 16298, + "n_pred": 19190, + "n_ref": 17233 + }, + "5": { + "Dice": 0.5944653576152202, + "FN": 6615, + "FP": 1357, + "IoU": 0.42294607310893956, + "TN": 97107210, + "TP": 5843, + "n_pred": 7200, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9716502005031562, + "FN": 32935, + "FP": 57790, + "IoU": 0.9448635094581339, + "TN": 95475563, + "TP": 1554737, + "n_pred": 1612527, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9235669686648821, + "FN": 31599, + "FP": 17256, + "IoU": 0.8579883204804358, + "TN": 96777004, + "TP": 295166, + "n_pred": 312422, + "n_ref": 326765 + }, + "8": { + "Dice": 0.949526413782957, + "FN": 6526, + "FP": 3423, + "IoU": 0.9039031787580531, + "TN": 97017494, + "TP": 93582, + "n_pred": 97005, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9155205443432625, + "FN": 10140, + "FP": 5603, + "IoU": 0.8442027551262766, + "TN": 97019977, + "TP": 85305, + "n_pred": 90908, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9637742986667215, + "FN": 9626, + "FP": 4470, + "IoU": 0.9300814459887107, + "TN": 78854799, + "TP": 187510, + "n_pred": 191980, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8188028238520958, + "FN": 14201, + "FP": 20680, + "IoU": 0.6931974105477958, + "TN": 78942713, + "TP": 78811, + "n_pred": 99491, + "n_ref": 93012 + }, + "11": { + "Dice": 0.6038771658946646, + "FN": 1249, + "FP": 1060, + "IoU": 0.43253870729909066, + "TN": 79052336, + "TP": 1760, + "n_pred": 2820, + "n_ref": 3009 + }, + "12": { + "Dice": 0.49857603949117146, + "FN": 1691, + "FP": 950, + "IoU": 0.33206879109762266, + "TN": 79052451, + "TP": 1313, + "n_pred": 2263, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7292244930608327, + "FN": 19893, + "FP": 13958, + "IoU": 0.5738421059257487, + "TN": 78976972, + "TP": 45582, + "n_pred": 59540, + "n_ref": 65475 + }, + "14": { + "Dice": 0.4922284524483571, + "FN": 24403, + "FP": 3398, + "IoU": 0.32646089737377654, + "TN": 79015129, + "TP": 13475, + "n_pred": 16873, + "n_ref": 37878 + }, + "15": { + "Dice": 0.6222734652580061, + "FN": 12086, + "FP": 20020, + "IoU": 0.45166689438447877, + "TN": 78997853, + "TP": 26446, + "n_pred": 46466, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9400882508473989, + "FN": 4305, + "FP": 9517, + "IoU": 0.8869495517895701, + "TN": 78934141, + "TP": 108442, + "n_pred": 117959, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9352217281976987, + "FN": 9058, + "FP": 6502, + "IoU": 0.8783253311646674, + "TN": 78928523, + "TP": 112322, + "n_pred": 118824, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8095865487169835, + "FN": 2030, + "FP": 1005, + "IoU": 0.6800885422156635, + "TN": 79046918, + "TP": 6452, + "n_pred": 7457, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8692913385826772, + "FN": 818, + "FP": 427, + "IoU": 0.7688022284122563, + "TN": 79051020, + "TP": 4140, + "n_pred": 4567, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9738833220011492, + "FN": 42451, + "FP": 25997, + "IoU": 0.9490960851551815, + "TN": 77711754, + "TP": 1276203, + "n_pred": 1302200, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.8750770049283154, + "FN": 98957, + "FP": 8113, + "IoU": 0.7778994729079673, + "TN": 78574326, + "TP": 375009, + "n_pred": 383122, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9352354500694356, + "FN": 1895, + "FP": 2209, + "IoU": 0.8783495375859616, + "TN": 79022669, + "TP": 29632, + "n_pred": 31841, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9164613340038074, + "FN": 7503, + "FP": 4126, + "IoU": 0.8458039964464246, + "TN": 78980988, + "TP": 63788, + "n_pred": 67914, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9596245200549051, + "FN": 5859, + "FP": 13290, + "IoU": 0.9223828690248915, + "TN": 122465229, + "TP": 227562, + "n_pred": 240852, + "n_ref": 233421 + }, + "10": { + "Dice": 0.7686993589265129, + "FN": 17707, + "FP": 38073, + "IoU": 0.6242986751443063, + "TN": 122563471, + "TP": 92689, + "n_pred": 130762, + "n_ref": 110396 + }, + "11": { + "Dice": 0.3680882550787031, + "FN": 2814, + "FP": 1883, + "IoU": 0.22555647155812036, + "TN": 122705875, + "TP": 1368, + "n_pred": 3251, + "n_ref": 4182 + }, + "12": { + "Dice": 0.3868136354358032, + "FN": 4395, + "FP": 1613, + "IoU": 0.2397823611286853, + "TN": 122704037, + "TP": 1895, + "n_pred": 3508, + "n_ref": 6290 + }, + "13": { + "Dice": 0.5660019974515273, + "FN": 20930, + "FP": 29478, + "IoU": 0.39470208218256925, + "TN": 122628662, + "TP": 32870, + "n_pred": 62348, + "n_ref": 53800 + }, + "14": { + "Dice": 0.9047529252034207, + "FN": 11736, + "FP": 8468, + "IoU": 0.8260719850554824, + "TN": 122595777, + "TP": 95959, + "n_pred": 104427, + "n_ref": 107695 + }, + "15": { + "Dice": 0.9251272487080856, + "FN": 3469, + "FP": 4239, + "IoU": 0.8606853672643147, + "TN": 122656612, + "TP": 47620, + "n_pred": 51859, + "n_ref": 51089 + }, + "2": { + "Dice": 0.7541170492455206, + "FN": 51607, + "FP": 4040, + "IoU": 0.605287237287294, + "TN": 122570959, + "TP": 85334, + "n_pred": 89374, + "n_ref": 136941 + }, + "3": { + "Dice": 0.8018037363109298, + "FN": 2121, + "FP": 68950, + "IoU": 0.6691756272401433, + "TN": 122497110, + "TP": 143759, + "n_pred": 212709, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7532241645486843, + "FN": 9611, + "FP": 26994, + "IoU": 0.604137602872314, + "TN": 122619471, + "TP": 55864, + "n_pred": 82858, + "n_ref": 65475 + }, + "5": { + "Dice": 0.5314086294416244, + "FN": 10509, + "FP": 1307, + "IoU": 0.361849211492763, + "TN": 122693424, + "TP": 6700, + "n_pred": 8007, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9478474355447123, + "FN": 43359, + "FP": 140135, + "IoU": 0.9008650147950972, + "TN": 120860989, + "TP": 1667457, + "n_pred": 1807592, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.7299757628014858, + "FN": 125146, + "FP": 201171, + "IoU": 0.5747730959935887, + "TN": 121944545, + "TP": 441078, + "n_pred": 642249, + "n_ref": 566224 + }, + "8": { + "Dice": 0.92878728953556, + "FN": 6293, + "FP": 13666, + "IoU": 0.8670428202190306, + "TN": 122561824, + "TP": 130157, + "n_pred": 143823, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8107918138857685, + "FN": 10149, + "FP": 20000, + "IoU": 0.6817913157283685, + "TN": 122617194, + "TP": 64597, + "n_pred": 84597, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_007/summary_cross_val.json b/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_007/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..4c4b2f7af2dee359fef0f5cc2a91584136c2609d --- /dev/null +++ b/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_007/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.5336211087212931, + "FN": 2533.8733333333334, + "FP": 2975.177777777778, + "IoU": 0.45534001908096866, + "TN": 2647464.742222222, + "TP": 10552.606666666667, + "n_pred": 13527.784444444444, + "n_ref": 13086.48 + }, + "mean": { + "1": { + "Dice": 0.7138353936312849, + "FN": 7460.3, + "FP": 835.2, + "IoU": 0.653725926568991, + "TN": 2643965.1, + "TP": 11265.8, + "n_pred": 12101.0, + "n_ref": 18726.1 + }, + "10": { + "Dice": 0.44493233614581973, + "FN": 1998.2666666666667, + "FP": 1852.3, + "IoU": 0.36954185100947123, + "TN": 2653913.2666666666, + "TP": 5762.566666666667, + "n_pred": 7614.866666666667, + "n_ref": 7760.833333333333 + }, + "11": { + "Dice": 0.34924158883175055, + "FN": 433.73333333333335, + "FP": 205.86666666666667, + "IoU": 0.24872234067345317, + "TN": 2662574.6333333333, + "TP": 312.1666666666667, + "n_pred": 518.0333333333333, + "n_ref": 745.9 + }, + "12": { + "Dice": 0.1757441748978404, + "FN": 197.5, + "FP": 219.8, + "IoU": 0.1246566302738142, + "TN": 2662910.966666667, + "TP": 198.13333333333333, + "n_pred": 417.93333333333334, + "n_ref": 395.6333333333333 + }, + "13": { + "Dice": 0.36867448536480907, + "FN": 2643.233333333333, + "FP": 1598.8, + "IoU": 0.2849092356384548, + "TN": 2655296.6, + "TP": 3987.766666666667, + "n_pred": 5586.566666666667, + "n_ref": 6631.0 + }, + "14": { + "Dice": 0.5219062854622736, + "FN": 2302.5666666666666, + "FP": 2276.7, + "IoU": 0.443162990875539, + "TN": 2649583.533333333, + "TP": 9363.6, + "n_pred": 11640.3, + "n_ref": 11666.166666666666 + }, + "15": { + "Dice": 0.5980351370673178, + "FN": 2015.3, + "FP": 1855.5333333333333, + "IoU": 0.5039998807048471, + "TN": 2652290.2, + "TP": 7365.366666666667, + "n_pred": 9220.9, + "n_ref": 9380.666666666666 + }, + "2": { + "Dice": 0.4927753971911524, + "FN": 1827.6666666666667, + "FP": 988.5666666666667, + "IoU": 0.4407819810356233, + "TN": 2653658.7, + "TP": 7051.466666666666, + "n_pred": 8040.033333333334, + "n_ref": 8879.133333333333 + }, + "3": { + "Dice": 0.5002081107808455, + "FN": 5926.733333333334, + "FP": 1537.9, + "IoU": 0.4465311512723217, + "TN": 2649080.966666667, + "TP": 6980.8, + "n_pred": 8518.7, + "n_ref": 12907.533333333333 + }, + "4": { + "Dice": 0.437664283971463, + "FN": 1769.0, + "FP": 1179.2333333333333, + "IoU": 0.3675500822049899, + "TN": 2655725.2666666666, + "TP": 4852.9, + "n_pred": 6032.133333333333, + "n_ref": 6621.9 + }, + "5": { + "Dice": 0.614885437340704, + "FN": 301.9, + "FP": 203.36666666666667, + "IoU": 0.49168352182295116, + "TN": 2662005.3666666667, + "TP": 1015.7666666666667, + "n_pred": 1219.1333333333334, + "n_ref": 1317.6666666666667 + }, + "6": { + "Dice": 0.7612821398378306, + "FN": 4824.8, + "FP": 18699.2, + "IoU": 0.696926957392054, + "TN": 2565393.3333333335, + "TP": 74609.06666666667, + "n_pred": 93308.26666666666, + "n_ref": 79433.86666666667 + }, + "7": { + "Dice": 0.47902143934194585, + "FN": 4336.566666666667, + "FP": 11813.866666666667, + "IoU": 0.39134127798733637, + "TN": 2634562.5, + "TP": 12813.466666666667, + "n_pred": 24627.333333333332, + "n_ref": 17150.033333333333 + }, + "8": { + "Dice": 0.8329734550430347, + "FN": 1083.2666666666667, + "FP": 345.1333333333333, + "IoU": 0.7670943983748992, + "TN": 2654212.7666666666, + "TP": 7885.233333333334, + "n_pred": 8230.366666666667, + "n_ref": 8968.5 + }, + "9": { + "Dice": 0.7131369659113228, + "FN": 887.2666666666667, + "FP": 1016.2, + "IoU": 0.5994720603797846, + "TN": 2656797.933333333, + "TP": 4825.0, + "n_pred": 5841.2, + "n_ref": 5712.266666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.49388347501555047, + "FN": 759, + "FP": 1682, + "IoU": 0.3279185022026432, + "TN": 2800080, + "TP": 1191, + "n_pred": 2873, + "n_ref": 1950 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 351, + "IoU": 0.0, + "TN": 2803361, + "TP": 0, + "n_pred": 351, + "n_ref": 0 + }, + "13": { + "Dice": 0.24096385542168675, + "FN": 252, + "FP": 0, + "IoU": 0.136986301369863, + "TN": 2803420, + "TP": 40, + "n_pred": 40, + "n_ref": 292 + }, + "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": 0.8613295436601927, + "FN": 3484, + "FP": 907, + "IoU": 0.7564344353228312, + "TN": 2785684, + "TP": 13637, + "n_pred": 14544, + "n_ref": 17121 + }, + "3": { + "Dice": 0.0, + "FN": 159625, + "FP": 0, + "IoU": 0.0, + "TN": 2644087, + "TP": 0, + "n_pred": 0, + "n_ref": 159625 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5120, + "IoU": 0.0, + "TN": 2798592, + "TP": 0, + "n_pred": 5120, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3922404092839032, + "FN": 2207, + "FP": 159829, + "IoU": 0.24396707788208508, + "TN": 2589388, + "TP": 52288, + "n_pred": 212117, + "n_ref": 54495 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 372, + "IoU": 0.0, + "TN": 2803340, + "TP": 0, + "n_pred": 372, + "n_ref": 0 + }, + "8": { + "Dice": 0.9008107641883732, + "FN": 323, + "FP": 252, + "IoU": 0.8195229127432517, + "TN": 2800526, + "TP": 2611, + "n_pred": 2863, + "n_ref": 2934 + }, + "9": { + "Dice": 0.43309859154929575, + "FN": 310, + "FP": 12, + "IoU": 0.27640449438202247, + "TN": 2803267, + "TP": 123, + "n_pred": 135, + "n_ref": 433 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.08363690117942707, + "FN": 172881, + "FP": 691, + "IoU": 0.043643556500801685, + "TN": 2622219, + "TP": 7921, + "n_pred": 8612, + "n_ref": 180802 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 132, + "IoU": 0.0, + "TN": 2803580, + "TP": 0, + "n_pred": 132, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 279, + "IoU": 0.0, + "TN": 2803433, + "TP": 0, + "n_pred": 279, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1708, + "IoU": 0.0, + "TN": 2802004, + "TP": 0, + "n_pred": 1708, + "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": 279, + "IoU": 0.0, + "TN": 2803433, + "TP": 0, + "n_pred": 279, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 239, + "FP": 0, + "IoU": 0.0, + "TN": 2803473, + "TP": 0, + "n_pred": 0, + "n_ref": 239 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2440, + "IoU": 0.0, + "TN": 2801272, + "TP": 0, + "n_pred": 2440, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 2803702, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "6": { + "Dice": 0.7121178461518357, + "FN": 3806, + "FP": 172432, + "IoU": 0.5529371177510635, + "TN": 2409499, + "TP": 217975, + "n_pred": 390407, + "n_ref": 221781 + }, + "7": { + "Dice": 0.0743801652892562, + "FN": 106, + "FP": 118, + "IoU": 0.03862660944206009, + "TN": 2803479, + "TP": 9, + "n_pred": 127, + "n_ref": 115 + }, + "8": { + "Dice": 0.7349770399152243, + "FN": 17928, + "FP": 829, + "IoU": 0.5809989724344369, + "TN": 2758946, + "TP": 26009, + "n_pred": 26838, + "n_ref": 43937 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7982077132341174, + "FN": 5649, + "FP": 3178, + "IoU": 0.6641810918774966, + "TN": 2777427, + "TP": 17458, + "n_pred": 20636, + "n_ref": 23107 + }, + "11": { + "Dice": 0.5489878542510122, + "FN": 292, + "FP": 265, + "IoU": 0.3783482142857143, + "TN": 2802816, + "TP": 339, + "n_pred": 604, + "n_ref": 631 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6904957813262673, + "FN": 19774, + "FP": 2419, + "IoU": 0.5272955760506081, + "TN": 2756763, + "TP": 24756, + "n_pred": 27175, + "n_ref": 44530 + }, + "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": 0.8951940735849446, + "FN": 5509, + "FP": 4649, + "IoU": 0.8102726933134106, + "TN": 2750172, + "TP": 43382, + "n_pred": 48031, + "n_ref": 48891 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2131, + "IoU": 0.0, + "TN": 2801581, + "TP": 0, + "n_pred": 2131, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 62, + "FP": 1162, + "IoU": 0.0, + "TN": 2802488, + "TP": 0, + "n_pred": 1162, + "n_ref": 62 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9408340027519069, + "FN": 3358, + "FP": 4081, + "IoU": 0.8882781407223849, + "TN": 2737127, + "TP": 59146, + "n_pred": 63227, + "n_ref": 62504 + }, + "7": { + "Dice": 0.34386084875422024, + "FN": 30135, + "FP": 571, + "IoU": 0.20762799339388935, + "TN": 2764960, + "TP": 8046, + "n_pred": 8617, + "n_ref": 38181 + }, + "8": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 2803700, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "9": { + "Dice": 0.6126186487995533, + "FN": 1456, + "FP": 2013, + "IoU": 0.44156471345782355, + "TN": 2797500, + "TP": 2743, + "n_pred": 4756, + "n_ref": 4199 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.873468382488763, + "FN": 7085, + "FP": 1135, + "IoU": 0.7753607345867949, + "TN": 2942352, + "TP": 28372, + "n_pred": 29507, + "n_ref": 35457 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 2978857, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "12": { + "Dice": 0.7176231589639411, + "FN": 280, + "FP": 832, + "IoU": 0.5596039603960397, + "TN": 2976419, + "TP": 1413, + "n_pred": 2245, + "n_ref": 1693 + }, + "13": { + "Dice": 0.13855799373040753, + "FN": 2748, + "FP": 0, + "IoU": 0.07443583698214887, + "TN": 2975975, + "TP": 221, + "n_pred": 221, + "n_ref": 2969 + }, + "14": { + "Dice": 0.40029305981084323, + "FN": 6366, + "FP": 2638, + "IoU": 0.2502289949204763, + "TN": 2966935, + "TP": 3005, + "n_pred": 5643, + "n_ref": 9371 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4710, + "IoU": 0.0, + "TN": 2974234, + "TP": 0, + "n_pred": 4710, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9547015598319295, + "FN": 934, + "FP": 1427, + "IoU": 0.913329172937851, + "TN": 2951703, + "TP": 24880, + "n_pred": 26307, + "n_ref": 25814 + }, + "4": { + "Dice": 0.08624708624708624, + "FN": 8539, + "FP": 85, + "IoU": 0.04506699147381242, + "TN": 2969913, + "TP": 407, + "n_pred": 492, + "n_ref": 8946 + }, + "5": { + "Dice": 0.7183402967872065, + "FN": 1600, + "FP": 355, + "IoU": 0.560476618705036, + "TN": 2974496, + "TP": 2493, + "n_pred": 2848, + "n_ref": 4093 + }, + "6": { + "Dice": 0.34878799538283956, + "FN": 3326, + "FP": 3444, + "IoU": 0.21123150413608296, + "TN": 2970361, + "TP": 1813, + "n_pred": 5257, + "n_ref": 5139 + }, + "7": { + "Dice": 0.29996996413364196, + "FN": 1132, + "FP": 38489, + "IoU": 0.17644980253585532, + "TN": 2930834, + "TP": 8489, + "n_pred": 46978, + "n_ref": 9621 + }, + "8": { + "Dice": 0.9604727381070612, + "FN": 1614, + "FP": 774, + "IoU": 0.9239514665138053, + "TN": 2947543, + "TP": 29013, + "n_pred": 29787, + "n_ref": 30627 + }, + "9": { + "Dice": 0.6811113943410655, + "FN": 85, + "FP": 1166, + "IoU": 0.5164282953227677, + "TN": 2976357, + "TP": 1336, + "n_pred": 2502, + "n_ref": 1421 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7780126849894292, + "FN": 206, + "FP": 4, + "IoU": 0.6366782006920415, + "TN": 2803134, + "TP": 368, + "n_pred": 372, + "n_ref": 574 + }, + "10": { + "Dice": 0.7600931677018633, + "FN": 524, + "FP": 94, + "IoU": 0.6130244207889793, + "TN": 2802115, + "TP": 979, + "n_pred": 1073, + "n_ref": 1503 + }, + "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": 0.7339905184739258, + "FN": 4351, + "FP": 2719, + "IoU": 0.5797669995244888, + "TN": 2786888, + "TP": 9754, + "n_pred": 12473, + "n_ref": 14105 + }, + "14": { + "Dice": 0.771158521345966, + "FN": 18901, + "FP": 1243, + "IoU": 0.6275492280669317, + "TN": 2749627, + "TP": 33941, + "n_pred": 35184, + "n_ref": 52842 + }, + "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": 0.7911764705882353, + "FN": 129, + "FP": 13, + "IoU": 0.6545012165450121, + "TN": 2803301, + "TP": 269, + "n_pred": 282, + "n_ref": 398 + }, + "4": { + "Dice": 0.8801312919734825, + "FN": 472, + "FP": 5079, + "IoU": 0.7859236405707675, + "TN": 2777782, + "TP": 20379, + "n_pred": 25458, + "n_ref": 20851 + }, + "5": { + "Dice": 0.8707606041421724, + "FN": 620, + "FP": 809, + "IoU": 0.7711036360724011, + "TN": 2797469, + "TP": 4814, + "n_pred": 5623, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9297842722988108, + "FN": 5408, + "FP": 4529, + "IoU": 0.8687821046098588, + "TN": 2727983, + "TP": 65792, + "n_pred": 70321, + "n_ref": 71200 + }, + "7": { + "Dice": 0.884606239299981, + "FN": 2142, + "FP": 7564, + "IoU": 0.79308874629602, + "TN": 2756803, + "TP": 37203, + "n_pred": 44767, + "n_ref": 39345 + }, + "8": { + "Dice": 0.9539847323919725, + "FN": 2007, + "FP": 1242, + "IoU": 0.9120179809358753, + "TN": 2766784, + "TP": 33679, + "n_pred": 34921, + "n_ref": 35686 + }, + "9": { + "Dice": 0.8084217293474767, + "FN": 716, + "FP": 476, + "IoU": 0.6784461828972215, + "TN": 2800005, + "TP": 2515, + "n_pred": 2991, + "n_ref": 3231 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9481930076578857, + "FN": 1136, + "FP": 3877, + "IoU": 0.90148954566892, + "TN": 2402360, + "TP": 45875, + "n_pred": 49752, + "n_ref": 47011 + }, + "10": { + "Dice": 0.836425474545371, + "FN": 6974, + "FP": 3703, + "IoU": 0.7188413429888084, + "TN": 2415273, + "TP": 27298, + "n_pred": 31001, + "n_ref": 34272 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.24365942028985507, + "FN": 1588, + "FP": 82, + "IoU": 0.13873130479628676, + "TN": 2451309, + "TP": 269, + "n_pred": 351, + "n_ref": 1857 + }, + "13": { + "Dice": 0.0, + "FN": 765, + "FP": 876, + "IoU": 0.0, + "TN": 2451607, + "TP": 0, + "n_pred": 876, + "n_ref": 765 + }, + "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": 0.7378640776699029, + "FN": 0, + "FP": 27, + "IoU": 0.5846153846153846, + "TN": 2453183, + "TP": 38, + "n_pred": 65, + "n_ref": 38 + }, + "4": { + "Dice": 0.8363530665633175, + "FN": 1063, + "FP": 2315, + "IoU": 0.7187343880099917, + "TN": 2441238, + "TP": 8632, + "n_pred": 10947, + "n_ref": 9695 + }, + "5": { + "Dice": 0.5877061469265368, + "FN": 115, + "FP": 435, + "IoU": 0.416135881104034, + "TN": 2452306, + "TP": 392, + "n_pred": 827, + "n_ref": 507 + }, + "6": { + "Dice": 0.9124716724106543, + "FN": 7453, + "FP": 6490, + "IoU": 0.8390325559916878, + "TN": 2366628, + "TP": 72677, + "n_pred": 79167, + "n_ref": 80130 + }, + "7": { + "Dice": 0.3657544220309221, + "FN": 5843, + "FP": 8966, + "IoU": 0.223806279155092, + "TN": 2434169, + "TP": 4270, + "n_pred": 13236, + "n_ref": 10113 + }, + "8": { + "Dice": 0.9316906658296387, + "FN": 898, + "FP": 2584, + "IoU": 0.8721169384457177, + "TN": 2426020, + "TP": 23746, + "n_pred": 26330, + "n_ref": 24644 + }, + "9": { + "Dice": 0.0, + "FN": 144, + "FP": 0, + "IoU": 0.0, + "TN": 2453104, + "TP": 0, + "n_pred": 0, + "n_ref": 144 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.791899976988571, + "FN": 2198, + "FP": 515, + "IoU": 0.6554920634920635, + "TN": 2270141, + "TP": 5162, + "n_pred": 5677, + "n_ref": 7360 + }, + "10": { + "Dice": 0.88378433644605, + "FN": 849, + "FP": 856, + "IoU": 0.7917684416218856, + "TN": 2269828, + "TP": 6483, + "n_pred": 7339, + "n_ref": 7332 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6322944297082228, + "FN": 1677, + "FP": 541, + "IoU": 0.4623030303030303, + "TN": 2273891, + "TP": 1907, + "n_pred": 2448, + "n_ref": 3584 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.296849087893864, + "FN": 0, + "FP": 848, + "IoU": 0.17429406037000975, + "TN": 2276989, + "TP": 179, + "n_pred": 1027, + "n_ref": 179 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9483087597571552, + "FN": 431, + "FP": 761, + "IoU": 0.9016988289625598, + "TN": 2265890, + "TP": 10934, + "n_pred": 11695, + "n_ref": 11365 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 557, + "IoU": 0.0, + "TN": 2277459, + "TP": 0, + "n_pred": 557, + "n_ref": 0 + }, + "5": { + "Dice": 0.8110709987966306, + "FN": 186, + "FP": 128, + "IoU": 0.6821862348178138, + "TN": 2277028, + "TP": 674, + "n_pred": 802, + "n_ref": 860 + }, + "6": { + "Dice": 0.2242866622428666, + "FN": 746, + "FP": 1592, + "IoU": 0.12630792227204785, + "TN": 2275340, + "TP": 338, + "n_pred": 1930, + "n_ref": 1084 + }, + "7": { + "Dice": 0.916737037662557, + "FN": 2759, + "FP": 3650, + "IoU": 0.846273776114749, + "TN": 2236325, + "TP": 35282, + "n_pred": 38932, + "n_ref": 38041 + }, + "8": { + "Dice": 0.9425542133067346, + "FN": 308, + "FP": 1247, + "IoU": 0.8913499161542762, + "TN": 2263704, + "TP": 12757, + "n_pred": 14004, + "n_ref": 13065 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.41913875598086126, + "FN": 8, + "FP": 599, + "IoU": 0.2651331719128329, + "TN": 2627654, + "TP": 219, + "n_pred": 818, + "n_ref": 227 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 6374, + "IoU": 0.0, + "TN": 2622106, + "TP": 0, + "n_pred": 6374, + "n_ref": 0 + }, + "11": { + "Dice": 0.46743500402036986, + "FN": 1971, + "FP": 16, + "IoU": 0.3050017488632389, + "TN": 2625621, + "TP": 872, + "n_pred": 888, + "n_ref": 2843 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 514, + "IoU": 0.0, + "TN": 2627966, + "TP": 0, + "n_pred": 514, + "n_ref": 0 + }, + "13": { + "Dice": 0.5530500830761927, + "FN": 4882, + "FP": 767, + "IoU": 0.3822178477690289, + "TN": 2619336, + "TP": 3495, + "n_pred": 4262, + "n_ref": 8377 + }, + "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": 0.9554563492063493, + "FN": 434, + "FP": 464, + "IoU": 0.9147117485041314, + "TN": 2617951, + "TP": 9631, + "n_pred": 10095, + "n_ref": 10065 + }, + "3": { + "Dice": 0.9294012511170688, + "FN": 14, + "FP": 65, + "IoU": 0.8681135225375626, + "TN": 2627881, + "TP": 520, + "n_pred": 585, + "n_ref": 534 + }, + "4": { + "Dice": 0.733414681138013, + "FN": 3774, + "FP": 377, + "IoU": 0.5790487780144001, + "TN": 2618619, + "TP": 5710, + "n_pred": 6087, + "n_ref": 9484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9651827522478957, + "FN": 4785, + "FP": 2487, + "IoU": 0.9327084123738051, + "TN": 2520413, + "TP": 100795, + "n_pred": 103282, + "n_ref": 105580 + }, + "7": { + "Dice": 0.0054753608760577405, + "FN": 19, + "FP": 3977, + "IoU": 0.0027451959071624656, + "TN": 2624473, + "TP": 11, + "n_pred": 3988, + "n_ref": 30 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9673769497091051, + "FN": 834, + "FP": 994, + "IoU": 0.9368151809477723, + "TN": 2599549, + "TP": 27103, + "n_pred": 28097, + "n_ref": 27937 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.980313898926703, + "FN": 435, + "FP": 295, + "IoU": 0.9613879191790966, + "TN": 2784806, + "TP": 18176, + "n_pred": 18471, + "n_ref": 18611 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 2803699, + "TP": 0, + "n_pred": 13, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.813243965864557, + "FN": 6227, + "FP": 3971, + "IoU": 0.6852663415838528, + "TN": 2596078, + "TP": 22204, + "n_pred": 26175, + "n_ref": 28431 + }, + "11": { + "Dice": 0.0, + "FN": 1452, + "FP": 647, + "IoU": 0.0, + "TN": 2626381, + "TP": 0, + "n_pred": 647, + "n_ref": 1452 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 2628464, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "13": { + "Dice": 0.19709929341762736, + "FN": 10533, + "FP": 4580, + "IoU": 0.10932343234323433, + "TN": 2611512, + "TP": 1855, + "n_pred": 6435, + "n_ref": 12388 + }, + "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": 0.8091085469212703, + "FN": 4740, + "FP": 4607, + "IoU": 0.6794141857593634, + "TN": 2599324, + "TP": 19809, + "n_pred": 24416, + "n_ref": 24549 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 2628393, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 27, + "FP": 6391, + "IoU": 0.0, + "TN": 2622062, + "TP": 0, + "n_pred": 6391, + "n_ref": 27 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8771578595575665, + "FN": 68651, + "FP": 7803, + "IoU": 0.7811942818711275, + "TN": 2279065, + "TP": 272961, + "n_pred": 280764, + "n_ref": 341612 + }, + "7": { + "Dice": 0.3128222511641184, + "FN": 25847, + "FP": 12670, + "IoU": 0.18541155570594706, + "TN": 2581196, + "TP": 8767, + "n_pred": 21437, + "n_ref": 34614 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7436, + "IoU": 0.0, + "TN": 2621044, + "TP": 0, + "n_pred": 7436, + "n_ref": 0 + }, + "10": { + "Dice": 0.9014301821850336, + "FN": 186, + "FP": 1475, + "IoU": 0.8205488331892826, + "TN": 2619224, + "TP": 7595, + "n_pred": 9070, + "n_ref": 7781 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 2628430, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 2628451, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 2628472, + "TP": 0, + "n_pred": 8, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 107, + "IoU": 0.0, + "TN": 2628373, + "TP": 0, + "n_pred": 107, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9560627579034476, + "FN": 49, + "FP": 3880, + "IoU": 0.9158239780615306, + "TN": 2581804, + "TP": 42747, + "n_pred": 46627, + "n_ref": 42796 + }, + "7": { + "Dice": 0.0, + "FN": 16, + "FP": 11971, + "IoU": 0.0, + "TN": 2616493, + "TP": 0, + "n_pred": 11971, + "n_ref": 16 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 145, + "FP": 579, + "IoU": 0.0, + "TN": 2802988, + "TP": 0, + "n_pred": 579, + "n_ref": 145 + }, + "11": { + "Dice": 0.32785701390142624, + "FN": 3572, + "FP": 151, + "IoU": 0.1960699632908659, + "TN": 2799081, + "TP": 908, + "n_pred": 1059, + "n_ref": 4480 + }, + "12": { + "Dice": 0.26193548387096777, + "FN": 118, + "FP": 1026, + "IoU": 0.15070527097253156, + "TN": 2802365, + "TP": 203, + "n_pred": 1229, + "n_ref": 321 + }, + "13": { + "Dice": 0.6562786995652973, + "FN": 8320, + "FP": 2908, + "IoU": 0.4884038820795553, + "TN": 2781765, + "TP": 10719, + "n_pred": 13627, + "n_ref": 19039 + }, + "14": { + "Dice": 0.9064914002816781, + "FN": 151, + "FP": 2040, + "IoU": 0.8289750995238467, + "TN": 2790901, + "TP": 10620, + "n_pred": 12660, + "n_ref": 10771 + }, + "15": { + "Dice": 0.8916983467421095, + "FN": 1659, + "FP": 791, + "IoU": 0.8045628589661774, + "TN": 2791176, + "TP": 10086, + "n_pred": 10877, + "n_ref": 11745 + }, + "2": { + "Dice": 0.118390422347855, + "FN": 19, + "FP": 2632, + "IoU": 0.06291975963237893, + "TN": 2800883, + "TP": 178, + "n_pred": 2810, + "n_ref": 197 + }, + "3": { + "Dice": 0.40594059405940597, + "FN": 3221, + "FP": 19, + "IoU": 0.2546583850931677, + "TN": 2799365, + "TP": 1107, + "n_pred": 1126, + "n_ref": 4328 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 316, + "IoU": 0.0, + "TN": 2803396, + "TP": 0, + "n_pred": 316, + "n_ref": 0 + }, + "5": { + "Dice": 0.6026105263157895, + "FN": 4587, + "FP": 132, + "IoU": 0.43124020730384477, + "TN": 2795415, + "TP": 3578, + "n_pred": 3710, + "n_ref": 8165 + }, + "6": { + "Dice": 0.963953513630933, + "FN": 815, + "FP": 7482, + "IoU": 0.9304153108121708, + "TN": 2684476, + "TP": 110939, + "n_pred": 118421, + "n_ref": 111754 + }, + "7": { + "Dice": 0.8497938248013678, + "FN": 174, + "FP": 5800, + "IoU": 0.7388186945306694, + "TN": 2780839, + "TP": 16899, + "n_pred": 22699, + "n_ref": 17073 + }, + "8": { + "Dice": 0.9447787525073105, + "FN": 995, + "FP": 1290, + "IoU": 0.8953371198241113, + "TN": 2781880, + "TP": 19547, + "n_pred": 20837, + "n_ref": 20542 + }, + "9": { + "Dice": 0.7865040030499428, + "FN": 4298, + "FP": 182, + "IoU": 0.6481306943135406, + "TN": 2790980, + "TP": 8252, + "n_pred": 8434, + "n_ref": 12550 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9768905842294326, + "FN": 1021, + "FP": 954, + "IoU": 0.9548251332372653, + "TN": 2759993, + "TP": 41744, + "n_pred": 42698, + "n_ref": 42765 + }, + "10": { + "Dice": 0.0, + "FN": 172, + "FP": 215, + "IoU": 0.0, + "TN": 2803325, + "TP": 0, + "n_pred": 215, + "n_ref": 172 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 2803677, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7890142644241005, + "FN": 1865, + "FP": 117, + "IoU": 0.6515471167369902, + "TN": 2798024, + "TP": 3706, + "n_pred": 3823, + "n_ref": 5571 + }, + "14": { + "Dice": 0.0, + "FN": 1885, + "FP": 0, + "IoU": 0.0, + "TN": 2801827, + "TP": 0, + "n_pred": 0, + "n_ref": 1885 + }, + "15": { + "Dice": 0.9659411467767319, + "FN": 2432, + "FP": 1009, + "IoU": 0.934125890190673, + "TN": 2751476, + "TP": 48795, + "n_pred": 49804, + "n_ref": 51227 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 78, + "IoU": 0.0, + "TN": 2803634, + "TP": 0, + "n_pred": 78, + "n_ref": 0 + }, + "3": { + "Dice": 0.9512160600127385, + "FN": 978, + "FP": 3158, + "IoU": 0.9069704671720011, + "TN": 2759253, + "TP": 40323, + "n_pred": 43481, + "n_ref": 41301 + }, + "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": 0.9663706153675456, + "FN": 2406, + "FP": 10324, + "IoU": 0.9349295112301542, + "TN": 2608078, + "TP": 182904, + "n_pred": 193228, + "n_ref": 185310 + }, + "7": { + "Dice": 0.7420133191776855, + "FN": 342, + "FP": 2331, + "IoU": 0.5898419518183213, + "TN": 2797195, + "TP": 3844, + "n_pred": 6175, + "n_ref": 4186 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.4675887119307069, + "FN": 7451, + "FP": 171, + "IoU": 0.3051326465493664, + "TN": 2792743, + "TP": 3347, + "n_pred": 3518, + "n_ref": 10798 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.876889398519754, + "FN": 1378, + "FP": 4527, + "IoU": 0.7807685167997029, + "TN": 2776777, + "TP": 21030, + "n_pred": 25557, + "n_ref": 22408 + }, + "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": 0.7054073892830928, + "FN": 4756, + "FP": 2468, + "IoU": 0.5448875448875449, + "TN": 2787839, + "TP": 8649, + "n_pred": 11117, + "n_ref": 13405 + }, + "14": { + "Dice": 0.8083403934858326, + "FN": 1335, + "FP": 6809, + "IoU": 0.678331621771072, + "TN": 2778394, + "TP": 17174, + "n_pred": 23983, + "n_ref": 18509 + }, + "15": { + "Dice": 0.8140675533851657, + "FN": 2660, + "FP": 6021, + "IoU": 0.6864366985732346, + "TN": 2776027, + "TP": 19004, + "n_pred": 25025, + "n_ref": 21664 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6656222584283745, + "FN": 1524, + "FP": 3812, + "IoU": 0.4988259603644219, + "TN": 2793065, + "TP": 5311, + "n_pred": 9123, + "n_ref": 6835 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9504789272030651, + "FN": 768, + "FP": 2334, + "IoU": 0.9056311034042165, + "TN": 2770841, + "TP": 29769, + "n_pred": 32103, + "n_ref": 30537 + }, + "7": { + "Dice": 0.7642721354916758, + "FN": 12375, + "FP": 3993, + "IoU": 0.6184793249731947, + "TN": 2760810, + "TP": 26534, + "n_pred": 30527, + "n_ref": 38909 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 592, + "IoU": 0.0, + "TN": 2627888, + "TP": 0, + "n_pred": 592, + "n_ref": 0 + }, + "10": { + "Dice": 0.6091988130563798, + "FN": 2337, + "FP": 297, + "IoU": 0.43802005547258377, + "TN": 2623793, + "TP": 2053, + "n_pred": 2350, + "n_ref": 4390 + }, + "11": { + "Dice": 0.6502316346790206, + "FN": 1081, + "FP": 1033, + "IoU": 0.4817357195391027, + "TN": 2624401, + "TP": 1965, + "n_pred": 2998, + "n_ref": 3046 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 595, + "IoU": 0.0, + "TN": 2627885, + "TP": 0, + "n_pred": 595, + "n_ref": 0 + }, + "13": { + "Dice": 0.8784658148606667, + "FN": 864, + "FP": 4339, + "IoU": 0.7832715457991419, + "TN": 2604473, + "TP": 18804, + "n_pred": 23143, + "n_ref": 19668 + }, + "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": 0.9496752261276027, + "FN": 992, + "FP": 1495, + "IoU": 0.904172927985204, + "TN": 2602527, + "TP": 23466, + "n_pred": 24961, + "n_ref": 24458 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 2628451, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "4": { + "Dice": 0.8550995709098911, + "FN": 825, + "FP": 492, + "IoU": 0.7468768018450894, + "TN": 2623277, + "TP": 3886, + "n_pred": 4378, + "n_ref": 4711 + }, + "5": { + "Dice": 0.8511159916236785, + "FN": 740, + "FP": 2175, + "IoU": 0.7408197741619987, + "TN": 2617233, + "TP": 8332, + "n_pred": 10507, + "n_ref": 9072 + }, + "6": { + "Dice": 0.98674349483051, + "FN": 1313, + "FP": 3049, + "IoU": 0.9738338612150879, + "TN": 2461776, + "TP": 162342, + "n_pred": 165391, + "n_ref": 163655 + }, + "7": { + "Dice": 0.7884965416818347, + "FN": 964, + "FP": 3684, + "IoU": 0.6508413461538461, + "TN": 2615168, + "TP": 8664, + "n_pred": 12348, + "n_ref": 9628 + }, + "8": { + "Dice": 0.9627922809038779, + "FN": 2177, + "FP": 665, + "IoU": 0.9282540644249218, + "TN": 2588868, + "TP": 36770, + "n_pred": 37435, + "n_ref": 38947 + }, + "9": { + "Dice": 0.817922735908803, + "FN": 1997, + "FP": 1453, + "IoU": 0.6919367800696491, + "TN": 2617281, + "TP": 7749, + "n_pred": 9202, + "n_ref": 9746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0273.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": 11, + "IoU": 0.0, + "TN": 2628469, + "TP": 0, + "n_pred": 11, + "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": 0.0, + "FN": 0, + "FP": 277, + "IoU": 0.0, + "TN": 2628203, + "TP": 0, + "n_pred": 277, + "n_ref": 0 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9008471768659189, + "FN": 1253, + "FP": 842, + "IoU": 0.8195831898036514, + "TN": 2616868, + "TP": 9517, + "n_pred": 10359, + "n_ref": 10770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9913582584307522, + "FN": 477, + "FP": 2216, + "IoU": 0.982864596589463, + "TN": 2471320, + "TP": 154467, + "n_pred": 156683, + "n_ref": 154944 + }, + "7": { + "Dice": 0.0015289457224268539, + "FN": 3, + "FP": 14364, + "IoU": 0.0007650577270830435, + "TN": 2614102, + "TP": 11, + "n_pred": 14375, + "n_ref": 14 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9708896216714534, + "FN": 403, + "FP": 2881, + "IoU": 0.9434261300992283, + "TN": 2395200, + "TP": 54764, + "n_pred": 57645, + "n_ref": 55167 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8360463982844332, + "FN": 13182, + "FP": 274, + "IoU": 0.7182815509588811, + "TN": 2405484, + "TP": 34308, + "n_pred": 34582, + "n_ref": 47490 + }, + "15": { + "Dice": 0.9199524792096542, + "FN": 840, + "FP": 5561, + "IoU": 0.8517703726003288, + "TN": 2410065, + "TP": 36782, + "n_pred": 42343, + "n_ref": 37622 + }, + "2": { + "Dice": 0.16666666666666666, + "FN": 0, + "FP": 10, + "IoU": 0.09090909090909091, + "TN": 2453237, + "TP": 1, + "n_pred": 11, + "n_ref": 1 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9449787881731921, + "FN": 72, + "FP": 1627, + "IoU": 0.8956964822886611, + "TN": 2436959, + "TP": 14590, + "n_pred": 16217, + "n_ref": 14662 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9528169014084507, + "FN": 153, + "FP": 919, + "IoU": 0.9098856758574311, + "TN": 2441352, + "TP": 10824, + "n_pred": 11743, + "n_ref": 10977 + }, + "10": { + "Dice": 0.0599250936329588, + "FN": 752, + "FP": 1, + "IoU": 0.03088803088803089, + "TN": 2452471, + "TP": 24, + "n_pred": 25, + "n_ref": 776 + }, + "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": 0.7361865340067596, + "FN": 4552, + "FP": 2395, + "IoU": 0.5825120192307692, + "TN": 2436608, + "TP": 9693, + "n_pred": 12088, + "n_ref": 14245 + }, + "14": { + "Dice": 0.8550598415463281, + "FN": 1801, + "FP": 8517, + "IoU": 0.7468161853115108, + "TN": 2412495, + "TP": 30435, + "n_pred": 38952, + "n_ref": 32236 + }, + "15": { + "Dice": 0.5447173163339952, + "FN": 3557, + "FP": 18226, + "IoU": 0.3743034411443672, + "TN": 2418434, + "TP": 13031, + "n_pred": 31257, + "n_ref": 16588 + }, + "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": 0.8356029679072678, + "FN": 4380, + "FP": 1137, + "IoU": 0.7176271880438121, + "TN": 2433710, + "TP": 14021, + "n_pred": 15158, + "n_ref": 18401 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9647348310087424, + "FN": 2401, + "FP": 580, + "IoU": 0.9318722003839474, + "TN": 2409492, + "TP": 40775, + "n_pred": 41355, + "n_ref": 43176 + }, + "7": { + "Dice": 0.5076715355345526, + "FN": 996, + "FP": 3015, + "IoU": 0.3401875308438888, + "TN": 2447169, + "TP": 2068, + "n_pred": 5083, + "n_ref": 3064 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 0.0, + "FN": 10, + "FP": 0, + "IoU": 0.0, + "TN": 2278006, + "TP": 0, + "n_pred": 0, + "n_ref": 10 + }, + "14": { + "Dice": 0.9456454753863978, + "FN": 4167, + "FP": 2448, + "IoU": 0.896895165061255, + "TN": 2213858, + "TP": 57543, + "n_pred": 59991, + "n_ref": 61710 + }, + "15": { + "Dice": 0.9177586023223607, + "FN": 754, + "FP": 790, + "IoU": 0.8480165370607343, + "TN": 2267857, + "TP": 8615, + "n_pred": 9405, + "n_ref": 9369 + }, + "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": 0.8964713424050818, + "FN": 1783, + "FP": 1770, + "IoU": 0.8123679763413604, + "TN": 2259080, + "TP": 15383, + "n_pred": 17153, + "n_ref": 17166 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9520957456833816, + "FN": 1647, + "FP": 2928, + "IoU": 0.9085713143747877, + "TN": 2227977, + "TP": 45464, + "n_pred": 48392, + "n_ref": 47111 + }, + "7": { + "Dice": 0.9203739522888459, + "FN": 540, + "FP": 448, + "IoU": 0.85249328157659, + "TN": 2271318, + "TP": 5710, + "n_pred": 6158, + "n_ref": 6250 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6658088866014754, + "FN": 419, + "FP": 7373, + "IoU": 0.49903561784749906, + "TN": 2612926, + "TP": 7762, + "n_pred": 15135, + "n_ref": 8181 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 219, + "IoU": 0.0, + "TN": 2628261, + "TP": 0, + "n_pred": 219, + "n_ref": 0 + }, + "13": { + "Dice": 0.8247197554229145, + "FN": 1875, + "FP": 2941, + "IoU": 0.7017217886783104, + "TN": 2612334, + "TP": 11330, + "n_pred": 14271, + "n_ref": 13205 + }, + "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": 0.7440885307469326, + "FN": 36578, + "FP": 5533, + "IoU": 0.5924689350830333, + "TN": 2525148, + "TP": 61221, + "n_pred": 66754, + "n_ref": 97799 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 30362, + "IoU": 0.0, + "TN": 2598118, + "TP": 0, + "n_pred": 30362, + "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": 0.11826216392222533, + "FN": 29, + "FP": 47360, + "IoU": 0.06284731148772915, + "TN": 2577913, + "TP": 3178, + "n_pred": 50538, + "n_ref": 3207 + }, + "7": { + "Dice": 0.0012872379551305626, + "FN": 21, + "FP": 32565, + "IoU": 0.0006440334897414666, + "TN": 2595873, + "TP": 21, + "n_pred": 32586, + "n_ref": 42 + }, + "8": { + "Dice": 0.9060374373846559, + "FN": 3065, + "FP": 499, + "IoU": 0.8282161276329107, + "TN": 2607733, + "TP": 17183, + "n_pred": 17682, + "n_ref": 20248 + }, + "9": { + "Dice": 0.8292682926829268, + "FN": 408, + "FP": 726, + "IoU": 0.7083333333333334, + "TN": 2624592, + "TP": 2754, + "n_pred": 3480, + "n_ref": 3162 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7291265606952313, + "FN": 36284, + "FP": 3114, + "IoU": 0.5737208270668557, + "TN": 2536057, + "TP": 53025, + "n_pred": 56139, + "n_ref": 89309 + }, + "10": { + "Dice": 0.026406997854431423, + "FN": 301, + "FP": 11497, + "IoU": 0.013380163907007862, + "TN": 2616522, + "TP": 160, + "n_pred": 11657, + "n_ref": 461 + }, + "11": { + "Dice": 0.4198871037776813, + "FN": 2610, + "FP": 62, + "IoU": 0.26573234405056334, + "TN": 2624841, + "TP": 967, + "n_pred": 1029, + "n_ref": 3577 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 2628478, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": 0.06968764789398958, + "FN": 0, + "FP": 15726, + "IoU": 0.03610174685871897, + "TN": 2612165, + "TP": 589, + "n_pred": 16315, + "n_ref": 589 + }, + "14": { + "Dice": 0.0, + "FN": 6, + "FP": 2956, + "IoU": 0.0, + "TN": 2625518, + "TP": 0, + "n_pred": 2956, + "n_ref": 6 + }, + "15": { + "Dice": 0.0, + "FN": 16, + "FP": 6160, + "IoU": 0.0, + "TN": 2622304, + "TP": 0, + "n_pred": 6160, + "n_ref": 16 + }, + "2": { + "Dice": 0.9422606389060392, + "FN": 1182, + "FP": 1343, + "IoU": 0.8908249740574196, + "TN": 2605352, + "TP": 20603, + "n_pred": 21946, + "n_ref": 21785 + }, + "3": { + "Dice": 0.6962761830876648, + "FN": 96, + "FP": 3036, + "IoU": 0.5340672418922939, + "TN": 2621758, + "TP": 3590, + "n_pred": 6626, + "n_ref": 3686 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 70, + "IoU": 0.0, + "TN": 2628410, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5381020716046657, + "FN": 939, + "FP": 86932, + "IoU": 0.3680845708532595, + "TN": 2489425, + "TP": 51184, + "n_pred": 138116, + "n_ref": 52123 + }, + "7": { + "Dice": 0.6210726670664616, + "FN": 23357, + "FP": 49308, + "IoU": 0.4504027530915554, + "TN": 2496265, + "TP": 59550, + "n_pred": 108858, + "n_ref": 82907 + }, + "8": { + "Dice": 0.5257731958762887, + "FN": 0, + "FP": 184, + "IoU": 0.35664335664335667, + "TN": 2628194, + "TP": 102, + "n_pred": 286, + "n_ref": 102 + }, + "9": { + "Dice": 0.8187983570541599, + "FN": 909, + "FP": 4782, + "IoU": 0.693191007601488, + "TN": 2609931, + "TP": 12858, + "n_pred": 17640, + "n_ref": 13767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0350.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": 105, + "IoU": 0.0, + "TN": 2628375, + "TP": 0, + "n_pred": 105, + "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": 0.05519104592821304, + "FN": 4896, + "FP": 0, + "IoU": 0.02837864655685652, + "TN": 2623441, + "TP": 143, + "n_pred": 143, + "n_ref": 5039 + }, + "14": { + "Dice": 0.7716650542835645, + "FN": 11512, + "FP": 9730, + "IoU": 0.6282203864463736, + "TN": 2571344, + "TP": 35894, + "n_pred": 45624, + "n_ref": 47406 + }, + "15": { + "Dice": 0.5183660201538628, + "FN": 3420, + "FP": 1025, + "IoU": 0.3498610501682024, + "TN": 2621643, + "TP": 2392, + "n_pred": 3417, + "n_ref": 5812 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 2628454, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "3": { + "Dice": 0.22727272727272727, + "FN": 1662, + "FP": 4, + "IoU": 0.1282051282051282, + "TN": 2626569, + "TP": 245, + "n_pred": 249, + "n_ref": 1907 + }, + "4": { + "Dice": 0.8175947187141217, + "FN": 8468, + "FP": 1700, + "IoU": 0.6914674110935793, + "TN": 2595524, + "TP": 22788, + "n_pred": 24488, + "n_ref": 31256 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9591349189644286, + "FN": 2009, + "FP": 5757, + "IoU": 0.9214786204665177, + "TN": 2529577, + "TP": 91137, + "n_pred": 96894, + "n_ref": 93146 + }, + "7": { + "Dice": 0.8024389296671716, + "FN": 159, + "FP": 4928, + "IoU": 0.6700609677000908, + "TN": 2613062, + "TP": 10331, + "n_pred": 15259, + "n_ref": 10490 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9734704133338917, + "FN": 1077, + "FP": 1457, + "IoU": 0.9483120856705762, + "TN": 2929919, + "TP": 46491, + "n_pred": 47948, + "n_ref": 47568 + }, + "10": { + "Dice": 0.865640464526397, + "FN": 8183, + "FP": 2623, + "IoU": 0.7631094352858646, + "TN": 2933328, + "TP": 34810, + "n_pred": 37433, + "n_ref": 42993 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 2978938, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "13": { + "Dice": 0.8232983175335212, + "FN": 1304, + "FP": 2834, + "IoU": 0.6996661344171868, + "TN": 2965166, + "TP": 9640, + "n_pred": 12474, + "n_ref": 10944 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.5333333333333333, + "FN": 159, + "FP": 2, + "IoU": 0.36363636363636365, + "TN": 2978691, + "TP": 92, + "n_pred": 94, + "n_ref": 251 + }, + "2": { + "Dice": 0.06390685640362224, + "FN": 6, + "FP": 7230, + "IoU": 0.03300815181077108, + "TN": 2971461, + "TP": 247, + "n_pred": 7477, + "n_ref": 253 + }, + "3": { + "Dice": 0.9249961860116778, + "FN": 9028, + "FP": 1788, + "IoU": 0.8604585155655327, + "TN": 2901433, + "TP": 66695, + "n_pred": 68483, + "n_ref": 75723 + }, + "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": 0.0, + "FN": 0, + "FP": 336, + "IoU": 0.0, + "TN": 2978608, + "TP": 0, + "n_pred": 336, + "n_ref": 0 + }, + "7": { + "Dice": 0.9560220536846737, + "FN": 1004, + "FP": 2394, + "IoU": 0.9157492809679659, + "TN": 2938612, + "TP": 36934, + "n_pred": 39328, + "n_ref": 37938 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9324186250182455, + "FN": 151, + "FP": 1701, + "IoU": 0.8733934919332786, + "TN": 2964316, + "TP": 12776, + "n_pred": 14477, + "n_ref": 12927 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 2628473, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 2628479, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 1748, + "FP": 594, + "IoU": 0.0, + "TN": 2626138, + "TP": 0, + "n_pred": 594, + "n_ref": 1748 + }, + "15": { + "Dice": 0.0, + "FN": 19365, + "FP": 0, + "IoU": 0.0, + "TN": 2609115, + "TP": 0, + "n_pred": 0, + "n_ref": 19365 + }, + "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": 0.8822857142857143, + "FN": 628, + "FP": 2050, + "IoU": 0.7893660531697342, + "TN": 2615766, + "TP": 10036, + "n_pred": 12086, + "n_ref": 10664 + }, + "6": { + "Dice": 0.8396993003954286, + "FN": 2864, + "FP": 825, + "IoU": 0.7236911092802037, + "TN": 2615129, + "TP": 9662, + "n_pred": 10487, + "n_ref": 12526 + }, + "7": { + "Dice": 0.0, + "FN": 5192, + "FP": 99571, + "IoU": 0.0, + "TN": 2523717, + "TP": 0, + "n_pred": 99571, + "n_ref": 5192 + }, + "8": { + "Dice": 0.9509210301893228, + "FN": 2069, + "FP": 233, + "IoU": 0.906434174694143, + "TN": 2603877, + "TP": 22301, + "n_pred": 22534, + "n_ref": 24370 + }, + "9": { + "Dice": 0.8894646412305343, + "FN": 963, + "FP": 3090, + "IoU": 0.8009332023575638, + "TN": 2608120, + "TP": 16307, + "n_pred": 19397, + "n_ref": 17270 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8075243142507716, + "FN": 543, + "FP": 2762, + "IoU": 0.6771830435631959, + "TN": 2793474, + "TP": 6933, + "n_pred": 9695, + "n_ref": 7476 + }, + "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": 6, + "IoU": 0.0, + "TN": 2803706, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": 0.666965027811521, + "FN": 4499, + "FP": 710, + "IoU": 0.5003357314148681, + "TN": 2793287, + "TP": 5216, + "n_pred": 5926, + "n_ref": 9715 + }, + "14": { + "Dice": 0.734517236233398, + "FN": 2774, + "FP": 784, + "IoU": 0.5804245283018868, + "TN": 2795232, + "TP": 4922, + "n_pred": 5706, + "n_ref": 7696 + }, + "15": { + "Dice": 0.5523918588308782, + "FN": 8200, + "FP": 399, + "IoU": 0.3815893563466379, + "TN": 2789807, + "TP": 5306, + "n_pred": 5705, + "n_ref": 13506 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 2803707, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.776083467094703, + "FN": 1310, + "FP": 922, + "IoU": 0.6340983606557377, + "TN": 2797612, + "TP": 3868, + "n_pred": 4790, + "n_ref": 5178 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9812623768307907, + "FN": 1849, + "FP": 6752, + "IoU": 0.9632140352077738, + "TN": 2569900, + "TP": 225211, + "n_pred": 231963, + "n_ref": 227060 + }, + "7": { + "Dice": 0.7774688746524839, + "FN": 390, + "FP": 1451, + "IoU": 0.6359501680838442, + "TN": 2798655, + "TP": 3216, + "n_pred": 4667, + "n_ref": 3606 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9656090821320371, + "FN": 789, + "FP": 244, + "IoU": 0.9335049887351142, + "TN": 2262481, + "TP": 14502, + "n_pred": 14746, + "n_ref": 15291 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7804878048780488, + "FN": 294, + "FP": 462, + "IoU": 0.64, + "TN": 2275916, + "TP": 1344, + "n_pred": 1806, + "n_ref": 1638 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 175, + "FP": 0, + "IoU": 0.0, + "TN": 2277841, + "TP": 0, + "n_pred": 0, + "n_ref": 175 + }, + "14": { + "Dice": 0.8979015195892629, + "FN": 4417, + "FP": 1509, + "IoU": 0.814719859929965, + "TN": 2246032, + "TP": 26058, + "n_pred": 27567, + "n_ref": 30475 + }, + "15": { + "Dice": 0.8418462749729357, + "FN": 843, + "FP": 764, + "IoU": 0.7268864717878993, + "TN": 2272132, + "TP": 4277, + "n_pred": 5041, + "n_ref": 5120 + }, + "2": { + "Dice": 0.9456611106958667, + "FN": 1849, + "FP": 332, + "IoU": 0.8969232950517511, + "TN": 2256857, + "TP": 18978, + "n_pred": 19310, + "n_ref": 20827 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 659, + "IoU": 0.0, + "TN": 2277357, + "TP": 0, + "n_pred": 659, + "n_ref": 0 + }, + "4": { + "Dice": 0.9163678764028568, + "FN": 5106, + "FP": 632, + "IoU": 0.8456448055092268, + "TN": 2240842, + "TP": 31436, + "n_pred": 32068, + "n_ref": 36542 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.963440780718616, + "FN": 3051, + "FP": 2883, + "IoU": 0.9294604329374844, + "TN": 2193893, + "TP": 78189, + "n_pred": 81072, + "n_ref": 81240 + }, + "7": { + "Dice": 0.7120052481959327, + "FN": 16, + "FP": 2618, + "IoU": 0.5528013582342954, + "TN": 2272126, + "TP": 3256, + "n_pred": 5874, + "n_ref": 3272 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.35545556805399325, + "FN": 22472, + "FP": 3313, + "IoU": 0.2161422708618331, + "TN": 2946049, + "TP": 7110, + "n_pred": 10423, + "n_ref": 29582 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4503564597461311, + "FN": 1663, + "FP": 1498, + "IoU": 0.2906193895870736, + "TN": 2974488, + "TP": 1295, + "n_pred": 2793, + "n_ref": 2958 + }, + "13": { + "Dice": 0.0020931449502878076, + "FN": 1677, + "FP": 230, + "IoU": 0.0010476689366160294, + "TN": 2977035, + "TP": 2, + "n_pred": 232, + "n_ref": 1679 + }, + "14": { + "Dice": 0.5787511130899377, + "FN": 193, + "FP": 14945, + "IoU": 0.4072130633982065, + "TN": 2953407, + "TP": 10399, + "n_pred": 25344, + "n_ref": 10592 + }, + "15": { + "Dice": 0.5190315660435182, + "FN": 11436, + "FP": 4258, + "IoU": 0.35046767651684463, + "TN": 2954782, + "TP": 8468, + "n_pred": 12726, + "n_ref": 19904 + }, + "2": { + "Dice": 0.9254437869822485, + "FN": 37, + "FP": 26, + "IoU": 0.8612334801762115, + "TN": 2978490, + "TP": 391, + "n_pred": 417, + "n_ref": 428 + }, + "3": { + "Dice": 0.9690791250337564, + "FN": 413, + "FP": 503, + "IoU": 0.9400130975769483, + "TN": 2963674, + "TP": 14354, + "n_pred": 14857, + "n_ref": 14767 + }, + "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": 0.13395276809910955, + "FN": 16, + "FP": 2221, + "IoU": 0.07178423236514522, + "TN": 2976534, + "TP": 173, + "n_pred": 2394, + "n_ref": 189 + }, + "7": { + "Dice": 0.8382591060008832, + "FN": 15239, + "FP": 24317, + "IoU": 0.721554272842461, + "TN": 2836884, + "TP": 102504, + "n_pred": 126821, + "n_ref": 117743 + }, + "8": { + "Dice": 0.9321428571428572, + "FN": 700, + "FP": 98, + "IoU": 0.8729096989966555, + "TN": 2972665, + "TP": 5481, + "n_pred": 5579, + "n_ref": 6181 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9778995264184233, + "FN": 133, + "FP": 343, + "IoU": 0.9567547924048333, + "TN": 2267009, + "TP": 10531, + "n_pred": 10874, + "n_ref": 10664 + }, + "10": { + "Dice": 0.8307481751824818, + "FN": 2003, + "FP": 2449, + "IoU": 0.7104955130706204, + "TN": 2262638, + "TP": 10926, + "n_pred": 13375, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6817820206841687, + "FN": 593, + "FP": 207, + "IoU": 0.5171997585998793, + "TN": 2276359, + "TP": 857, + "n_pred": 1064, + "n_ref": 1450 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 2277975, + "TP": 0, + "n_pred": 41, + "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": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 2277975, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "3": { + "Dice": 0.9677211103938025, + "FN": 1032, + "FP": 2068, + "IoU": 0.9374609130706691, + "TN": 2228447, + "TP": 46469, + "n_pred": 48537, + "n_ref": 47501 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 2277986, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8713942307692307, + "FN": 266, + "FP": 376, + "IoU": 0.77209797657082, + "TN": 2275199, + "TP": 2175, + "n_pred": 2551, + "n_ref": 2441 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 243, + "FP": 0, + "IoU": 0.0, + "TN": 3153933, + "TP": 0, + "n_pred": 0, + "n_ref": 243 + }, + "11": { + "Dice": 0.45873320537428025, + "FN": 940, + "FP": 752, + "IoU": 0.29763387297633875, + "TN": 3151767, + "TP": 717, + "n_pred": 1469, + "n_ref": 1657 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 654, + "IoU": 0.0, + "TN": 3153522, + "TP": 0, + "n_pred": 654, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 345, + "IoU": 0.0, + "TN": 3153831, + "TP": 0, + "n_pred": 345, + "n_ref": 0 + }, + "14": { + "Dice": 0.8884431249832838, + "FN": 639, + "FP": 3532, + "IoU": 0.7992781520692974, + "TN": 3133396, + "TP": 16609, + "n_pred": 20141, + "n_ref": 17248 + }, + "15": { + "Dice": 0.924437109513144, + "FN": 511, + "FP": 771, + "IoU": 0.8594914511179307, + "TN": 3145052, + "TP": 7842, + "n_pred": 8613, + "n_ref": 8353 + }, + "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": 0.3613925216430282, + "FN": 13847, + "FP": 21, + "IoU": 0.22054856115107913, + "TN": 3136384, + "TP": 3924, + "n_pred": 3945, + "n_ref": 17771 + }, + "5": { + "Dice": 0.4888888888888889, + "FN": 16, + "FP": 7, + "IoU": 0.3235294117647059, + "TN": 3154142, + "TP": 11, + "n_pred": 18, + "n_ref": 27 + }, + "6": { + "Dice": 0.8467152493113844, + "FN": 21279, + "FP": 6991, + "IoU": 0.734177096164515, + "TN": 3047827, + "TP": 78079, + "n_pred": 85070, + "n_ref": 99358 + }, + "7": { + "Dice": 0.0, + "FN": 49, + "FP": 14838, + "IoU": 0.0, + "TN": 3139289, + "TP": 0, + "n_pred": 14838, + "n_ref": 49 + }, + "8": { + "Dice": 0.9003690036900369, + "FN": 63, + "FP": 18, + "IoU": 0.8187919463087249, + "TN": 3153729, + "TP": 366, + "n_pred": 384, + "n_ref": 429 + }, + "9": { + "Dice": 0.7523755928933193, + "FN": 4558, + "FP": 10843, + "IoU": 0.6030465487911748, + "TN": 3115378, + "TP": 23397, + "n_pred": 34240, + "n_ref": 27955 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0403.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.14266117969821673, + "FN": 591, + "FP": 34, + "IoU": 0.07680945347119646, + "TN": 2452571, + "TP": 52, + "n_pred": 86, + "n_ref": 643 + }, + "11": { + "Dice": 0.7418791477471184, + "FN": 41, + "FP": 698, + "IoU": 0.5896724042198779, + "TN": 2451447, + "TP": 1062, + "n_pred": 1760, + "n_ref": 1103 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4553969669937556, + "FN": 1199, + "FP": 1243, + "IoU": 0.2948310713254404, + "TN": 2449785, + "TP": 1021, + "n_pred": 2264, + "n_ref": 2220 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 8566, + "IoU": 0.0, + "TN": 2444682, + "TP": 0, + "n_pred": 8566, + "n_ref": 0 + }, + "15": { + "Dice": 0.9262066346328495, + "FN": 4607, + "FP": 4331, + "IoU": 0.8625557435029986, + "TN": 2388218, + "TP": 56092, + "n_pred": 60423, + "n_ref": 60699 + }, + "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": 0.5050505050505051, + "FN": 637, + "FP": 0, + "IoU": 0.33783783783783783, + "TN": 2452286, + "TP": 325, + "n_pred": 325, + "n_ref": 962 + }, + "5": { + "Dice": 0.33607520564042304, + "FN": 565, + "FP": 0, + "IoU": 0.2019774011299435, + "TN": 2452540, + "TP": 143, + "n_pred": 143, + "n_ref": 708 + }, + "6": { + "Dice": 0.9556898810527544, + "FN": 3020, + "FP": 3812, + "IoU": 0.915139922244718, + "TN": 2372739, + "TP": 73677, + "n_pred": 77489, + "n_ref": 76697 + }, + "7": { + "Dice": 0.5339168490153173, + "FN": 1011, + "FP": 54, + "IoU": 0.3641791044776119, + "TN": 2451573, + "TP": 610, + "n_pred": 664, + "n_ref": 1621 + }, + "8": { + "Dice": 0.9472971142121663, + "FN": 339, + "FP": 439, + "IoU": 0.8998712998712999, + "TN": 2445478, + "TP": 6992, + "n_pred": 7431, + "n_ref": 7331 + }, + "9": { + "Dice": 0.9000862151547083, + "FN": 2338, + "FP": 2877, + "IoU": 0.8183243337397665, + "TN": 2424543, + "TP": 23490, + "n_pred": 26367, + "n_ref": 25828 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.5323753934957434, + "FN": 2353.9599999999996, + "FP": 1736.5755555555554, + "IoU": 0.4514990240953287, + "TN": 2549422.8355555553, + "TP": 10714.895555555557, + "n_pred": 12451.471111111112, + "n_ref": 13068.855555555554 + }, + "mean": { + "1": { + "Dice": 0.7435663316895094, + "FN": 4247.533333333334, + "FP": 922.5, + "IoU": 0.6540051977136823, + "TN": 2546474.066666667, + "TP": 12584.166666666666, + "n_pred": 13506.666666666666, + "n_ref": 16831.7 + }, + "10": { + "Dice": 0.6106858957154023, + "FN": 2134.866666666667, + "FP": 2542.733333333333, + "IoU": 0.50371581015526, + "TN": 2553262.3, + "TP": 6288.366666666667, + "n_pred": 8831.1, + "n_ref": 8423.233333333334 + }, + "11": { + "Dice": 0.342666955094405, + "FN": 243.83333333333334, + "FP": 48.06666666666667, + "IoU": 0.23617660625533868, + "TN": 2563810.2333333334, + "TP": 126.13333333333334, + "n_pred": 174.2, + "n_ref": 369.96666666666664 + }, + "12": { + "Dice": 0.3427733383022099, + "FN": 177.83333333333334, + "FP": 191.03333333333333, + "IoU": 0.25369918496928784, + "TN": 2563520.8333333335, + "TP": 338.56666666666666, + "n_pred": 529.6, + "n_ref": 516.4 + }, + "13": { + "Dice": 0.425564782878881, + "FN": 3573.233333333333, + "FP": 2032.4666666666667, + "IoU": 0.3193780731819993, + "TN": 2553631.6333333333, + "TP": 4990.933333333333, + "n_pred": 7023.4, + "n_ref": 8564.166666666666 + }, + "14": { + "Dice": 0.46510445001911543, + "FN": 804.1666666666666, + "FP": 384.53333333333336, + "IoU": 0.3754521821359983, + "TN": 2561049.966666667, + "TP": 1989.6, + "n_pred": 2374.133333333333, + "n_ref": 2793.766666666667 + }, + "15": { + "Dice": 0.344207359918067, + "FN": 546.5, + "FP": 960.3333333333334, + "IoU": 0.2730790735437563, + "TN": 2559652.433333333, + "TP": 3069.0, + "n_pred": 4029.3333333333335, + "n_ref": 3615.5 + }, + "2": { + "Dice": 0.5846828643792562, + "FN": 785.8333333333334, + "FP": 528.8666666666667, + "IoU": 0.5436915826724436, + "TN": 2554009.3666666667, + "TP": 8904.2, + "n_pred": 9433.066666666668, + "n_ref": 9690.033333333333 + }, + "3": { + "Dice": 0.5227706558365407, + "FN": 575.5666666666667, + "FP": 1257.5, + "IoU": 0.4694182463379591, + "TN": 2552311.5, + "TP": 10083.7, + "n_pred": 11341.2, + "n_ref": 10659.266666666666 + }, + "4": { + "Dice": 0.34641675493357377, + "FN": 601.5, + "FP": 1164.1333333333334, + "IoU": 0.2883870386868883, + "TN": 2560254.5, + "TP": 2208.133333333333, + "n_pred": 3372.266666666667, + "n_ref": 2809.633333333333 + }, + "5": { + "Dice": 0.3432613834957391, + "FN": 301.06666666666666, + "FP": 261.1666666666667, + "IoU": 0.27234694297623896, + "TN": 2563111.1333333333, + "TP": 554.9, + "n_pred": 816.0666666666667, + "n_ref": 855.9666666666667 + }, + "6": { + "Dice": 0.8288318761037281, + "FN": 8435.666666666666, + "FP": 8577.266666666666, + "IoU": 0.7585204851458991, + "TN": 2476443.4, + "TP": 70771.93333333333, + "n_pred": 79349.2, + "n_ref": 79207.6 + }, + "7": { + "Dice": 0.5919975341313582, + "FN": 9354.566666666668, + "FP": 5034.966666666666, + "IoU": 0.5016178418812983, + "TN": 2527032.066666667, + "TP": 22806.666666666668, + "n_pred": 27841.633333333335, + "n_ref": 32161.233333333334 + }, + "8": { + "Dice": 0.8195846606483069, + "FN": 2502.5666666666666, + "FP": 1145.1666666666667, + "IoU": 0.7418155643048797, + "TN": 2550470.0, + "TP": 10110.533333333333, + "n_pred": 11255.7, + "n_ref": 12613.1 + }, + "9": { + "Dice": 0.6735160592900583, + "FN": 1024.6666666666667, + "FP": 997.9, + "IoU": 0.5811815314690021, + "TN": 2556309.1, + "TP": 5896.6, + "n_pred": 6894.5, + "n_ref": 6921.266666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8762062310449408, + "FN": 373, + "FP": 525, + "IoU": 0.7796859666339548, + "TN": 2799636, + "TP": 3178, + "n_pred": 3703, + "n_ref": 3551 + }, + "10": { + "Dice": 0.7500695883462716, + "FN": 5454, + "FP": 2627, + "IoU": 0.6000890780422626, + "TN": 2783505, + "TP": 12126, + "n_pred": 14753, + "n_ref": 17580 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6615502686108979, + "FN": 372, + "FP": 69, + "IoU": 0.49426605504587157, + "TN": 2802840, + "TP": 431, + "n_pred": 500, + "n_ref": 803 + }, + "13": { + "Dice": 0.1253226942032387, + "FN": 597, + "FP": 3130, + "IoU": 0.06685027541311968, + "TN": 2799718, + "TP": 267, + "n_pred": 3397, + "n_ref": 864 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 123, + "IoU": 0.0, + "TN": 2803589, + "TP": 0, + "n_pred": 123, + "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": 0.8180023192402921, + "FN": 108, + "FP": 5699, + "IoU": 0.6920506973537678, + "TN": 2784855, + "TP": 13050, + "n_pred": 18749, + "n_ref": 13158 + }, + "4": { + "Dice": 0.5853490771523558, + "FN": 1931, + "FP": 1686, + "IoU": 0.41377633711507295, + "TN": 2797542, + "TP": 2553, + "n_pred": 4239, + "n_ref": 4484 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 85, + "IoU": 0.0, + "TN": 2803627, + "TP": 0, + "n_pred": 85, + "n_ref": 0 + }, + "6": { + "Dice": 0.9592144768618236, + "FN": 5706, + "FP": 4292, + "IoU": 0.9216254987575156, + "TN": 2676145, + "TP": 117569, + "n_pred": 121861, + "n_ref": 123275 + }, + "7": { + "Dice": 0.8467905094721354, + "FN": 14650, + "FP": 4509, + "IoU": 0.7342902711323764, + "TN": 2731607, + "TP": 52946, + "n_pred": 57455, + "n_ref": 67596 + }, + "8": { + "Dice": 0.8353921594898042, + "FN": 2301, + "FP": 3842, + "IoU": 0.7173162762873314, + "TN": 2781981, + "TP": 15588, + "n_pred": 19430, + "n_ref": 17889 + }, + "9": { + "Dice": 0.8288813538518189, + "FN": 4435, + "FP": 6718, + "IoU": 0.7077688982051618, + "TN": 2765547, + "TP": 27012, + "n_pred": 33730, + "n_ref": 31447 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7282026421039874, + "FN": 6255, + "FP": 4958, + "IoU": 0.5725775710909506, + "TN": 2427014, + "TP": 15021, + "n_pred": 19979, + "n_ref": 21276 + }, + "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": 1, + "IoU": 0.0, + "TN": 2453247, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.38571428571428573, + "FN": 194, + "FP": 64, + "IoU": 0.23893805309734514, + "TN": 2452909, + "TP": 81, + "n_pred": 145, + "n_ref": 275 + }, + "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": 0.0, + "FN": 0, + "FP": 2014, + "IoU": 0.0, + "TN": 2451234, + "TP": 0, + "n_pred": 2014, + "n_ref": 0 + }, + "3": { + "Dice": 0.8646802049724805, + "FN": 1800, + "FP": 339, + "IoU": 0.7616181878970244, + "TN": 2444275, + "TP": 6834, + "n_pred": 7173, + "n_ref": 8634 + }, + "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": 0.9738992463308211, + "FN": 1034, + "FP": 1927, + "IoU": 0.9491263336941395, + "TN": 2395045, + "TP": 55242, + "n_pred": 57169, + "n_ref": 56276 + }, + "7": { + "Dice": 0.7903152410990287, + "FN": 9509, + "FP": 3854, + "IoU": 0.6533233020287449, + "TN": 2414702, + "TP": 25183, + "n_pred": 29037, + "n_ref": 34692 + }, + "8": { + "Dice": 0.9098979138925877, + "FN": 87, + "FP": 522, + "IoU": 0.8346905537459284, + "TN": 2449564, + "TP": 3075, + "n_pred": 3597, + "n_ref": 3162 + }, + "9": { + "Dice": 0.8153846153846154, + "FN": 108, + "FP": 156, + "IoU": 0.6883116883116883, + "TN": 2452401, + "TP": 583, + "n_pred": 739, + "n_ref": 691 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8886535338558215, + "FN": 1072, + "FP": 2082, + "IoU": 0.7996188055908513, + "TN": 2612740, + "TP": 12586, + "n_pred": 14668, + "n_ref": 13658 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 98, + "IoU": 0.0, + "TN": 2628382, + "TP": 0, + "n_pred": 98, + "n_ref": 0 + }, + "13": { + "Dice": 0.813944475042327, + "FN": 3104, + "FP": 6017, + "IoU": 0.6862616951018162, + "TN": 2599408, + "TP": 19951, + "n_pred": 25968, + "n_ref": 23055 + }, + "14": { + "Dice": 0.9307227660903978, + "FN": 2131, + "FP": 1195, + "IoU": 0.8704223157238585, + "TN": 2602812, + "TP": 22342, + "n_pred": 23537, + "n_ref": 24473 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9709182829738477, + "FN": 562, + "FP": 669, + "IoU": 0.9434802571166208, + "TN": 2606700, + "TP": 20549, + "n_pred": 21218, + "n_ref": 21111 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 2628463, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "4": { + "Dice": 0.8782952675194179, + "FN": 1845, + "FP": 2370, + "IoU": 0.7830004118616145, + "TN": 2609056, + "TP": 15209, + "n_pred": 17579, + "n_ref": 17054 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.940705572772595, + "FN": 4852, + "FP": 2629, + "IoU": 0.8880492038788459, + "TN": 2561656, + "TP": 59343, + "n_pred": 61972, + "n_ref": 64195 + }, + "7": { + "Dice": 0.7886164310005369, + "FN": 1208, + "FP": 1154, + "IoU": 0.6510047281323877, + "TN": 2621712, + "TP": 4406, + "n_pred": 5560, + "n_ref": 5614 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 2628413, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "9": { + "Dice": 0.8439309194387205, + "FN": 3145, + "FP": 3217, + "IoU": 0.7300004243941773, + "TN": 2604917, + "TP": 17201, + "n_pred": 20418, + "n_ref": 20346 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6916601824998232, + "FN": 641, + "FP": 3718, + "IoU": 0.5286548442906575, + "TN": 2619232, + "TP": 4889, + "n_pred": 8607, + "n_ref": 5530 + }, + "11": { + "Dice": 0.24529262086513995, + "FN": 1441, + "FP": 42, + "IoU": 0.13979118329466358, + "TN": 2626756, + "TP": 241, + "n_pred": 283, + "n_ref": 1682 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7781004986317009, + "FN": 9802, + "FP": 3415, + "IoU": 0.6367958230283045, + "TN": 2592090, + "TP": 23173, + "n_pred": 26588, + "n_ref": 32975 + }, + "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": 0.9027011327330816, + "FN": 574, + "FP": 96, + "IoU": 0.822657490735839, + "TN": 2624702, + "TP": 3108, + "n_pred": 3204, + "n_ref": 3682 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 340, + "IoU": 0.0, + "TN": 2628140, + "TP": 0, + "n_pred": 340, + "n_ref": 0 + }, + "4": { + "Dice": 0.7434782608695653, + "FN": 156, + "FP": 80, + "IoU": 0.5916955017301038, + "TN": 2627902, + "TP": 342, + "n_pred": 422, + "n_ref": 498 + }, + "5": { + "Dice": 0.7163561076604554, + "FN": 0, + "FP": 137, + "IoU": 0.5580645161290323, + "TN": 2628170, + "TP": 173, + "n_pred": 310, + "n_ref": 173 + }, + "6": { + "Dice": 0.9265138154027043, + "FN": 3437, + "FP": 2063, + "IoU": 0.8630887185104053, + "TN": 2588308, + "TP": 34672, + "n_pred": 36735, + "n_ref": 38109 + }, + "7": { + "Dice": 0.7790454459022628, + "FN": 2248, + "FP": 76, + "IoU": 0.6380626070705497, + "TN": 2622059, + "TP": 4097, + "n_pred": 4173, + "n_ref": 6345 + }, + "8": { + "Dice": 0.8956483126110124, + "FN": 259, + "FP": 211, + "IoU": 0.8110172899075191, + "TN": 2625993, + "TP": 2017, + "n_pred": 2228, + "n_ref": 2276 + }, + "9": { + "Dice": 0.8951219512195122, + "FN": 590, + "FP": 958, + "IoU": 0.8101545253863135, + "TN": 2620326, + "TP": 6606, + "n_pred": 7564, + "n_ref": 7196 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9711893841563878, + "FN": 4765, + "FP": 2352, + "IoU": 0.9439923822714681, + "TN": 2501408, + "TP": 119955, + "n_pred": 122307, + "n_ref": 124720 + }, + "10": { + "Dice": 0.4939235521759794, + "FN": 1742, + "FP": 13166, + "IoU": 0.3279538385249966, + "TN": 2606297, + "TP": 7275, + "n_pred": 20441, + "n_ref": 9017 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.597051597051597, + "FN": 541, + "FP": 115, + "IoU": 0.425569176882662, + "TN": 2627338, + "TP": 486, + "n_pred": 601, + "n_ref": 1027 + }, + "13": { + "Dice": 0.5585278664139536, + "FN": 13357, + "FP": 5044, + "IoU": 0.3874704570420425, + "TN": 2598439, + "TP": 11640, + "n_pred": 16684, + "n_ref": 24997 + }, + "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": 19, + "IoU": 0.0, + "TN": 2628461, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9062580258539509, + "FN": 1211, + "FP": 979, + "IoU": 0.8285848465873513, + "TN": 2615704, + "TP": 10586, + "n_pred": 11565, + "n_ref": 11797 + }, + "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": 0.9592278796852294, + "FN": 2592, + "FP": 382, + "IoU": 0.92165024500764, + "TN": 2590522, + "TP": 34984, + "n_pred": 35366, + "n_ref": 37576 + }, + "8": { + "Dice": 0.9309130316987266, + "FN": 837, + "FP": 438, + "IoU": 0.8707551951343132, + "TN": 2618615, + "TP": 8590, + "n_pred": 9028, + "n_ref": 9427 + }, + "9": { + "Dice": 0.9071609530834108, + "FN": 927, + "FP": 1968, + "IoU": 0.8300956628910148, + "TN": 2611441, + "TP": 14144, + "n_pred": 16112, + "n_ref": 15071 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 2029, + "FP": 0, + "IoU": 0.0, + "TN": 2451219, + "TP": 0, + "n_pred": 0, + "n_ref": 2029 + }, + "10": { + "Dice": 0.25133976420150056, + "FN": 1552, + "FP": 1242, + "IoU": 0.14373276126264173, + "TN": 2449985, + "TP": 469, + "n_pred": 1711, + "n_ref": 2021 + }, + "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": 0.43138900545530845, + "FN": 799, + "FP": 556, + "IoU": 0.27501337613697163, + "TN": 2451379, + "TP": 514, + "n_pred": 1070, + "n_ref": 1313 + }, + "14": { + "Dice": 0.509090909090909, + "FN": 1350, + "FP": 189, + "IoU": 0.34146341463414637, + "TN": 2450911, + "TP": 798, + "n_pred": 987, + "n_ref": 2148 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1290, + "IoU": 0.0, + "TN": 2451958, + "TP": 0, + "n_pred": 1290, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 2453236, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 323, + "FP": 598, + "IoU": 0.0, + "TN": 2452327, + "TP": 0, + "n_pred": 598, + "n_ref": 323 + }, + "5": { + "Dice": 0.40266963292547275, + "FN": 498, + "FP": 39, + "IoU": 0.2520891364902507, + "TN": 2452530, + "TP": 181, + "n_pred": 220, + "n_ref": 679 + }, + "6": { + "Dice": 0.90476391349588, + "FN": 23072, + "FP": 4020, + "IoU": 0.8260903056835834, + "TN": 2297466, + "TP": 128690, + "n_pred": 132710, + "n_ref": 151762 + }, + "7": { + "Dice": 0.31161931358609124, + "FN": 79182, + "FP": 1669, + "IoU": 0.1845669736059142, + "TN": 2354097, + "TP": 18300, + "n_pred": 19969, + "n_ref": 97482 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6825770044674347, + "FN": 5376, + "FP": 24, + "IoU": 0.5181152953774764, + "TN": 2442042, + "TP": 5806, + "n_pred": 5830, + "n_ref": 11182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.46107784431137727, + "FN": 1207, + "FP": 773, + "IoU": 0.29961089494163423, + "TN": 2625653, + "TP": 847, + "n_pred": 1620, + "n_ref": 2054 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 2628430, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 0.9454859398125308, + "FN": 98, + "FP": 344, + "IoU": 0.896608187134503, + "TN": 2624205, + "TP": 3833, + "n_pred": 4177, + "n_ref": 3931 + }, + "3": { + "Dice": 0.7603305785123967, + "FN": 8, + "FP": 21, + "IoU": 0.6133333333333333, + "TN": 2628405, + "TP": 46, + "n_pred": 67, + "n_ref": 54 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5113, + "IoU": 0.0, + "TN": 2623367, + "TP": 0, + "n_pred": 5113, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9778888870120437, + "FN": 9629, + "FP": 843, + "IoU": 0.9567344240621385, + "TN": 2386440, + "TP": 231568, + "n_pred": 232411, + "n_ref": 241197 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8593688749509996, + "FN": 959, + "FP": 1911, + "IoU": 0.7534152418592662, + "TN": 2616841, + "TP": 8769, + "n_pred": 10680, + "n_ref": 9728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9597378277153558, + "FN": 1314, + "FP": 836, + "IoU": 0.9225922592259226, + "TN": 2775937, + "TP": 25625, + "n_pred": 26461, + "n_ref": 26939 + }, + "10": { + "Dice": 0.6766383098064878, + "FN": 3140, + "FP": 319, + "IoU": 0.5113026278609777, + "TN": 2796634, + "TP": 3619, + "n_pred": 3938, + "n_ref": 6759 + }, + "11": { + "Dice": 0.6863711001642037, + "FN": 822, + "FP": 133, + "IoU": 0.5225, + "TN": 2801712, + "TP": 1045, + "n_pred": 1178, + "n_ref": 1867 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5457340507302075, + "FN": 5284, + "FP": 35, + "IoU": 0.3752642706131078, + "TN": 2795198, + "TP": 3195, + "n_pred": 3230, + "n_ref": 8479 + }, + "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": 0.9323444209315226, + "FN": 5870, + "FP": 4009, + "IoU": 0.8732632875341569, + "TN": 2725763, + "TP": 68070, + "n_pred": 72079, + "n_ref": 73940 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2222, + "IoU": 0.0, + "TN": 2801490, + "TP": 0, + "n_pred": 2222, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2709, + "IoU": 0.0, + "TN": 2801003, + "TP": 0, + "n_pred": 2709, + "n_ref": 0 + }, + "5": { + "Dice": 0.8284033078880407, + "FN": 1733, + "FP": 425, + "IoU": 0.7070720781865074, + "TN": 2796345, + "TP": 5209, + "n_pred": 5634, + "n_ref": 6942 + }, + "6": { + "Dice": 0.7167152612895492, + "FN": 3940, + "FP": 69318, + "IoU": 0.5585005725305852, + "TN": 2637782, + "TP": 92672, + "n_pred": 161990, + "n_ref": 96612 + }, + "7": { + "Dice": 0.40378585908625736, + "FN": 89418, + "FP": 2049, + "IoU": 0.2529647174126103, + "TN": 2681272, + "TP": 30973, + "n_pred": 33022, + "n_ref": 120391 + }, + "8": { + "Dice": 0.9536494405966969, + "FN": 360, + "FP": 597, + "IoU": 0.9114052953156823, + "TN": 2792910, + "TP": 9845, + "n_pred": 10442, + "n_ref": 10205 + }, + "9": { + "Dice": 0.5933174224343676, + "FN": 1560, + "FP": 144, + "IoU": 0.42178486596538856, + "TN": 2800765, + "TP": 1243, + "n_pred": 1387, + "n_ref": 2803 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9500922698380152, + "FN": 1286, + "FP": 1148, + "IoU": 0.9049293023982501, + "TN": 2602878, + "TP": 23168, + "n_pred": 24316, + "n_ref": 24454 + }, + "10": { + "Dice": 0.8014981273408239, + "FN": 4516, + "FP": 6932, + "IoU": 0.66875, + "TN": 2593920, + "TP": 23112, + "n_pred": 30044, + "n_ref": 27628 + }, + "11": { + "Dice": 0.6888217522658611, + "FN": 206, + "FP": 0, + "IoU": 0.5253456221198156, + "TN": 2628046, + "TP": 228, + "n_pred": 228, + "n_ref": 434 + }, + "12": { + "Dice": 0.642041312272175, + "FN": 1202, + "FP": 271, + "IoU": 0.4727988546886185, + "TN": 2625686, + "TP": 1321, + "n_pred": 1592, + "n_ref": 2523 + }, + "13": { + "Dice": 0.7548399713186885, + "FN": 1009, + "FP": 2752, + "IoU": 0.6062192440582138, + "TN": 2618929, + "TP": 5790, + "n_pred": 8542, + "n_ref": 6799 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 2628436, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9007021063189569, + "FN": 94, + "FP": 104, + "IoU": 0.8193430656934306, + "TN": 2627384, + "TP": 898, + "n_pred": 1002, + "n_ref": 992 + }, + "3": { + "Dice": 0.9158278003855215, + "FN": 52, + "FP": 734, + "IoU": 0.8447254049782694, + "TN": 2623418, + "TP": 4276, + "n_pred": 5010, + "n_ref": 4328 + }, + "4": { + "Dice": 0.8642611683848798, + "FN": 385, + "FP": 247, + "IoU": 0.7609682299546142, + "TN": 2625836, + "TP": 2012, + "n_pred": 2259, + "n_ref": 2397 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9902956593154424, + "FN": 1325, + "FP": 1889, + "IoU": 0.9807778568566353, + "TN": 2461277, + "TP": 163989, + "n_pred": 165878, + "n_ref": 165314 + }, + "7": { + "Dice": 0.9535876956426369, + "FN": 3048, + "FP": 4146, + "IoU": 0.9112925102961849, + "TN": 2547382, + "TP": 73904, + "n_pred": 78050, + "n_ref": 76952 + }, + "8": { + "Dice": 0.9551673944687045, + "FN": 805, + "FP": 427, + "IoU": 0.914182223460574, + "TN": 2614124, + "TP": 13124, + "n_pred": 13551, + "n_ref": 13929 + }, + "9": { + "Dice": 0.896196566812521, + "FN": 709, + "FP": 2375, + "IoU": 0.8119168140513509, + "TN": 2612083, + "TP": 13313, + "n_pred": 15688, + "n_ref": 14022 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9688076868462158, + "FN": 297, + "FP": 1680, + "IoU": 0.9395024327549802, + "TN": 2595801, + "TP": 30702, + "n_pred": 32382, + "n_ref": 30999 + }, + "10": { + "Dice": 0.42346424974823765, + "FN": 697, + "FP": 1593, + "IoU": 0.268604279782817, + "TN": 2625349, + "TP": 841, + "n_pred": 2434, + "n_ref": 1538 + }, + "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": 0.0, + "FN": 0, + "FP": 1823, + "IoU": 0.0, + "TN": 2626657, + "TP": 0, + "n_pred": 1823, + "n_ref": 0 + }, + "14": { + "Dice": 0.7668808792027568, + "FN": 6606, + "FP": 903, + "IoU": 0.6219033232628399, + "TN": 2608620, + "TP": 12351, + "n_pred": 13254, + "n_ref": 18957 + }, + "15": { + "Dice": 0.6507177033492823, + "FN": 129, + "FP": 3302, + "IoU": 0.48226950354609927, + "TN": 2621853, + "TP": 3196, + "n_pred": 6498, + "n_ref": 3325 + }, + "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": 0.4531499035315829, + "FN": 648, + "FP": 5871, + "IoU": 0.29295010845986985, + "TN": 2619260, + "TP": 2701, + "n_pred": 8572, + "n_ref": 3349 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8437969556412099, + "FN": 159, + "FP": 2232, + "IoU": 0.7297999773985762, + "TN": 2619631, + "TP": 6458, + "n_pred": 8690, + "n_ref": 6617 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10044, + "IoU": 0.0, + "TN": 2618436, + "TP": 0, + "n_pred": 10044, + "n_ref": 0 + }, + "8": { + "Dice": 0.8678083509717145, + "FN": 1344, + "FP": 717, + "IoU": 0.7664853840924541, + "TN": 2619654, + "TP": 6765, + "n_pred": 7482, + "n_ref": 8109 + }, + "9": { + "Dice": 0.6435643564356436, + "FN": 124, + "FP": 20, + "IoU": 0.4744525547445255, + "TN": 2628206, + "TP": 130, + "n_pred": 150, + "n_ref": 254 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 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": 0.8604959303426084, + "FN": 508, + "FP": 229, + "IoU": 0.7551495016611296, + "TN": 2450238, + "TP": 2273, + "n_pred": 2502, + "n_ref": 2781 + }, + "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": 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": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 2453173, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.44155844155844154, + "FN": 43, + "FP": 0, + "IoU": 0.2833333333333333, + "TN": 2453188, + "TP": 17, + "n_pred": 17, + "n_ref": 60 + }, + "10": { + "Dice": 0.8781040041345705, + "FN": 4402, + "FP": 551, + "IoU": 0.7826964418900539, + "TN": 2430455, + "TP": 17840, + "n_pred": 18391, + "n_ref": 22242 + }, + "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": 0.5580376078043263, + "FN": 17484, + "FP": 1272, + "IoU": 0.3869987253652319, + "TN": 2422651, + "TP": 11841, + "n_pred": 13113, + "n_ref": 29325 + }, + "14": { + "Dice": 0.7092739293585085, + "FN": 6852, + "FP": 2910, + "IoU": 0.5495154591601292, + "TN": 2431578, + "TP": 11908, + "n_pred": 14818, + "n_ref": 18760 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 2453199, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1686, + "IoU": 0.0, + "TN": 2451562, + "TP": 0, + "n_pred": 1686, + "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": 0.7508560153212234, + "FN": 1284, + "FP": 3009, + "IoU": 0.6010964504738896, + "TN": 2442486, + "TP": 6469, + "n_pred": 9478, + "n_ref": 7753 + }, + "7": { + "Dice": 0.9745321530820219, + "FN": 437, + "FP": 3824, + "IoU": 0.950329311651221, + "TN": 2367463, + "TP": 81524, + "n_pred": 85348, + "n_ref": 81961 + }, + "8": { + "Dice": 0.3380281690140845, + "FN": 7, + "FP": 839, + "IoU": 0.2033898305084746, + "TN": 2452186, + "TP": 216, + "n_pred": 1055, + "n_ref": 223 + }, + "9": { + "Dice": 0.8269303343648577, + "FN": 2163, + "FP": 130, + "IoU": 0.7049285806202548, + "TN": 2445477, + "TP": 5478, + "n_pred": 5608, + "n_ref": 7641 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.18304779080252478, + "FN": 1802, + "FP": 10, + "IoU": 0.10074441687344914, + "TN": 2451233, + "TP": 203, + "n_pred": 213, + "n_ref": 2005 + }, + "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": 2650, + "IoU": 0.0, + "TN": 2450598, + "TP": 0, + "n_pred": 2650, + "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": 0.962575975938342, + "FN": 3202, + "FP": 1576, + "IoU": 0.927852019630049, + "TN": 2387023, + "TP": 61447, + "n_pred": 63023, + "n_ref": 64649 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 77, + "IoU": 0.0, + "TN": 2453171, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1485, + "IoU": 0.0, + "TN": 2451763, + "TP": 0, + "n_pred": 1485, + "n_ref": 0 + }, + "6": { + "Dice": 0.9728347483411086, + "FN": 1317, + "FP": 2433, + "IoU": 0.9471063655725912, + "TN": 2382351, + "TP": 67147, + "n_pred": 69580, + "n_ref": 68464 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7878930632434342, + "FN": 1796, + "FP": 5, + "IoU": 0.6500194325689856, + "TN": 2448102, + "TP": 3345, + "n_pred": 3350, + "n_ref": 5141 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.307710985022747, + "FN": 108117, + "FP": 229, + "IoU": 0.18183122522182368, + "TN": 2145591, + "TP": 24079, + "n_pred": 24308, + "n_ref": 132196 + }, + "10": { + "Dice": 0.9122535755701585, + "FN": 114, + "FP": 113, + "IoU": 0.8386638237384506, + "TN": 2276609, + "TP": 1180, + "n_pred": 1293, + "n_ref": 1294 + }, + "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": 0.8966573816155989, + "FN": 535, + "FP": 207, + "IoU": 0.8126735672809896, + "TN": 2274055, + "TP": 3219, + "n_pred": 3426, + "n_ref": 3754 + }, + "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": 0.9536382011116725, + "FN": 409, + "FP": 325, + "IoU": 0.9113847639744054, + "TN": 2269733, + "TP": 7549, + "n_pred": 7874, + "n_ref": 7958 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4405708208641456, + "FN": 3009, + "FP": 110088, + "IoU": 0.2825205701924114, + "TN": 2120385, + "TP": 44534, + "n_pred": 154622, + "n_ref": 47543 + }, + "7": { + "Dice": 0.9000919357273214, + "FN": 1221, + "FP": 6060, + "IoU": 0.8183337907632426, + "TN": 2237937, + "TP": 32798, + "n_pred": 38858, + "n_ref": 34019 + }, + "8": { + "Dice": 0.9778920308483291, + "FN": 637, + "FP": 180, + "IoU": 0.9567404426559356, + "TN": 2259130, + "TP": 18069, + "n_pred": 18249, + "n_ref": 18706 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8418819899730042, + "FN": 252, + "FP": 2208, + "IoU": 0.726939726939727, + "TN": 2619471, + "TP": 6549, + "n_pred": 8757, + "n_ref": 6801 + }, + "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": 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": 0.8675374080649252, + "FN": 9930, + "FP": 516, + "IoU": 0.7660627505430766, + "TN": 2583827, + "TP": 34207, + "n_pred": 34723, + "n_ref": 44137 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1743, + "IoU": 0.0, + "TN": 2626737, + "TP": 0, + "n_pred": 1743, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 708, + "IoU": 0.0, + "TN": 2627772, + "TP": 0, + "n_pred": 708, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9763001286603412, + "FN": 2561, + "FP": 2652, + "IoU": 0.9536976178210435, + "TN": 2515894, + "TP": 107373, + "n_pred": 110025, + "n_ref": 109934 + }, + "7": { + "Dice": 0.0, + "FN": 1551, + "FP": 0, + "IoU": 0.0, + "TN": 2626929, + "TP": 0, + "n_pred": 0, + "n_ref": 1551 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48484848484848486, + "FN": 113, + "FP": 6, + "IoU": 0.32, + "TN": 2453073, + "TP": 56, + "n_pred": 62, + "n_ref": 169 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5645375033130136, + "FN": 1622, + "FP": 21, + "IoU": 0.3932791728212703, + "TN": 2450540, + "TP": 1065, + "n_pred": 1086, + "n_ref": 2687 + }, + "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": 0.9819961741870148, + "FN": 718, + "FP": 242, + "IoU": 0.9646291588371836, + "TN": 2426107, + "TP": 26181, + "n_pred": 26423, + "n_ref": 26899 + }, + "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": 0.9228944246737841, + "FN": 57, + "FP": 8, + "IoU": 0.8568281938325991, + "TN": 2452794, + "TP": 389, + "n_pred": 397, + "n_ref": 446 + }, + "6": { + "Dice": 0.9722958370412385, + "FN": 1562, + "FP": 1271, + "IoU": 0.9460853347543106, + "TN": 2400702, + "TP": 49713, + "n_pred": 50984, + "n_ref": 51275 + }, + "7": { + "Dice": 0.5454545454545454, + "FN": 3, + "FP": 7, + "IoU": 0.375, + "TN": 2453232, + "TP": 6, + "n_pred": 13, + "n_ref": 9 + }, + "8": { + "Dice": 0.9646547698804231, + "FN": 1728, + "FP": 13, + "IoU": 0.93172281265932, + "TN": 2427749, + "TP": 23758, + "n_pred": 23771, + "n_ref": 25486 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 144, + "IoU": 0.0, + "TN": 2453104, + "TP": 0, + "n_pred": 144, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.835792799757975, + "FN": 4125, + "FP": 5645, + "IoU": 0.7179072587630652, + "TN": 2418614, + "TP": 24864, + "n_pred": 30509, + "n_ref": 28989 + }, + "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": 0.8635108568399196, + "FN": 2487, + "FP": 3692, + "IoU": 0.7598056365403304, + "TN": 2427523, + "TP": 19546, + "n_pred": 23238, + "n_ref": 22033 + }, + "14": { + "Dice": 0.8, + "FN": 1, + "FP": 0, + "IoU": 0.6666666666666666, + "TN": 2453245, + "TP": 2, + "n_pred": 2, + "n_ref": 3 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3294, + "IoU": 0.0, + "TN": 2449954, + "TP": 0, + "n_pred": 3294, + "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": 0.8825268484523465, + "FN": 8070, + "FP": 473, + "IoU": 0.789752171879999, + "TN": 2412615, + "TP": 32090, + "n_pred": 32563, + "n_ref": 40160 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9670575435203095, + "FN": 3896, + "FP": 7004, + "IoU": 0.9362162794780268, + "TN": 2282358, + "TP": 159990, + "n_pred": 166994, + "n_ref": 163886 + }, + "7": { + "Dice": 0.6942411871935095, + "FN": 6483, + "FP": 5426, + "IoU": 0.5316764324196783, + "TN": 2427819, + "TP": 13520, + "n_pred": 18946, + "n_ref": 20003 + }, + "8": { + "Dice": 0.8423707440100883, + "FN": 255, + "FP": 245, + "IoU": 0.7276688453159041, + "TN": 2451412, + "TP": 1336, + "n_pred": 1581, + "n_ref": 1591 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 453, + "IoU": 0.0, + "TN": 2452795, + "TP": 0, + "n_pred": 453, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7839734592318489, + "FN": 1193, + "FP": 500, + "IoU": 0.644700944386149, + "TN": 2448483, + "TP": 3072, + "n_pred": 3572, + "n_ref": 4265 + }, + "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": 0.4219062027231468, + "FN": 9380, + "FP": 173, + "IoU": 0.2673517907815017, + "TN": 2440209, + "TP": 3486, + "n_pred": 3659, + "n_ref": 12866 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 2453244, + "TP": 0, + "n_pred": 4, + "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": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 2453246, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.40181584444801544, + "FN": 638, + "FP": 14252, + "IoU": 0.2514202403096878, + "TN": 2433357, + "TP": 5001, + "n_pred": 19253, + "n_ref": 5639 + }, + "7": { + "Dice": 0.10622637756116968, + "FN": 210, + "FP": 8776, + "IoU": 0.05609243697478992, + "TN": 2443728, + "TP": 534, + "n_pred": 9310, + "n_ref": 744 + }, + "8": { + "Dice": 0.9543154151278895, + "FN": 70, + "FP": 598, + "IoU": 0.9126226291693917, + "TN": 2445603, + "TP": 6977, + "n_pred": 7575, + "n_ref": 7047 + }, + "9": { + "Dice": 0.7527839643652561, + "FN": 84, + "FP": 27, + "IoU": 0.6035714285714285, + "TN": 2452968, + "TP": 169, + "n_pred": 196, + "n_ref": 253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.06666666666666667, + "FN": 168, + "FP": 0, + "IoU": 0.034482758620689655, + "TN": 2978770, + "TP": 6, + "n_pred": 6, + "n_ref": 174 + }, + "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": 247, + "IoU": 0.0, + "TN": 2978697, + "TP": 0, + "n_pred": 247, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 2978885, + "TP": 0, + "n_pred": 59, + "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": 354, + "IoU": 0.0, + "TN": 2978590, + "TP": 0, + "n_pred": 354, + "n_ref": 0 + }, + "3": { + "Dice": 0.9588985237618906, + "FN": 2630, + "FP": 3821, + "IoU": 0.9210423245452988, + "TN": 2897242, + "TP": 75251, + "n_pred": 79072, + "n_ref": 77881 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5508274231678487, + "FN": 2072, + "FP": 208, + "IoU": 0.3800978792822186, + "TN": 2975266, + "TP": 1398, + "n_pred": 1606, + "n_ref": 3470 + }, + "6": { + "Dice": 0.8907931829830856, + "FN": 6267, + "FP": 551, + "IoU": 0.8030902527075813, + "TN": 2944319, + "TP": 27807, + "n_pred": 28358, + "n_ref": 34074 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1072, + "IoU": 0.0, + "TN": 2977872, + "TP": 0, + "n_pred": 1072, + "n_ref": 0 + }, + "8": { + "Dice": 0.8537333787930447, + "FN": 87, + "FP": 771, + "IoU": 0.744794765020821, + "TN": 2975582, + "TP": 2504, + "n_pred": 3275, + "n_ref": 2591 + }, + "9": { + "Dice": 0.7555219821725336, + "FN": 3595, + "FP": 4496, + "IoU": 0.6070994998300393, + "TN": 2958351, + "TP": 12502, + "n_pred": 16998, + "n_ref": 16097 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8041112454655381, + "FN": 1, + "FP": 323, + "IoU": 0.6723963599595552, + "TN": 2452259, + "TP": 665, + "n_pred": 988, + "n_ref": 666 + }, + "10": { + "Dice": 0.9325916661180963, + "FN": 1723, + "FP": 325, + "IoU": 0.8736971939562134, + "TN": 2437033, + "TP": 14167, + "n_pred": 14492, + "n_ref": 15890 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4710006373486297, + "FN": 128, + "FP": 1532, + "IoU": 0.30804501875781576, + "TN": 2450849, + "TP": 739, + "n_pred": 2271, + "n_ref": 867 + }, + "13": { + "Dice": 0.0, + "FN": 12, + "FP": 204, + "IoU": 0.0, + "TN": 2453032, + "TP": 0, + "n_pred": 204, + "n_ref": 12 + }, + "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": 0.0, + "FN": 0, + "FP": 897, + "IoU": 0.0, + "TN": 2452351, + "TP": 0, + "n_pred": 897, + "n_ref": 0 + }, + "3": { + "Dice": 0.9699511409063207, + "FN": 1022, + "FP": 1887, + "IoU": 0.941655468420947, + "TN": 2403389, + "TP": 46950, + "n_pred": 48837, + "n_ref": 47972 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 9852, + "IoU": 0.0, + "TN": 2443396, + "TP": 0, + "n_pred": 9852, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 760, + "IoU": 0.0, + "TN": 2452488, + "TP": 0, + "n_pred": 760, + "n_ref": 0 + }, + "6": { + "Dice": 0.581844138674251, + "FN": 150391, + "FP": 161, + "IoU": 0.4102822225268807, + "TN": 2197953, + "TP": 104743, + "n_pred": 104904, + "n_ref": 255134 + }, + "7": { + "Dice": 0.5472877486683335, + "FN": 1273, + "FP": 65359, + "IoU": 0.3767351367530961, + "TN": 2346340, + "TP": 40276, + "n_pred": 105635, + "n_ref": 41549 + }, + "8": { + "Dice": 0.8416034125839031, + "FN": 10086, + "FP": 7589, + "IoU": 0.7265244232643778, + "TN": 2388617, + "TP": 46956, + "n_pred": 54545, + "n_ref": 57042 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 290, + "IoU": 0.0, + "TN": 2452958, + "TP": 0, + "n_pred": 290, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8022130013831259, + "FN": 35, + "FP": 108, + "IoU": 0.6697459584295612, + "TN": 2277583, + "TP": 290, + "n_pred": 398, + "n_ref": 325 + }, + "10": { + "Dice": 0.05894422682335385, + "FN": 8038, + "FP": 12142, + "IoU": 0.030367095906207956, + "TN": 2257204, + "TP": 632, + "n_pred": 12774, + "n_ref": 8670 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 2277993, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 160, + "IoU": 0.0, + "TN": 2277856, + "TP": 0, + "n_pred": 160, + "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": 4522, + "IoU": 0.0, + "TN": 2273494, + "TP": 0, + "n_pred": 4522, + "n_ref": 0 + }, + "15": { + "Dice": 0.6623908130230285, + "FN": 5471, + "FP": 56, + "IoU": 0.4952050415563065, + "TN": 2267067, + "TP": 5422, + "n_pred": 5478, + "n_ref": 10893 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 116, + "IoU": 0.0, + "TN": 2277900, + "TP": 0, + "n_pred": 116, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 2277991, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 2278007, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "6": { + "Dice": 0.9513566239700182, + "FN": 2831, + "FP": 6644, + "IoU": 0.9072260844022324, + "TN": 2175886, + "TP": 92655, + "n_pred": 99299, + "n_ref": 95486 + }, + "7": { + "Dice": 0.7125844076120319, + "FN": 50394, + "FP": 1108, + "IoU": 0.5534999046347511, + "TN": 2162670, + "TP": 63844, + "n_pred": 64952, + "n_ref": 114238 + }, + "8": { + "Dice": 0.9054424432263116, + "FN": 188, + "FP": 778, + "IoU": 0.8272223215882668, + "TN": 2272425, + "TP": 4625, + "n_pred": 5403, + "n_ref": 4813 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7370786516853932, + "FN": 825, + "FP": 345, + "IoU": 0.5836298932384342, + "TN": 2800902, + "TP": 1640, + "n_pred": 1985, + "n_ref": 2465 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "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": 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": 0.965844656039371, + "FN": 688, + "FP": 1866, + "IoU": 0.9339454286822708, + "TN": 2765047, + "TP": 36111, + "n_pred": 37977, + "n_ref": 36799 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 2803653, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6902897589028976, + "FN": 3795, + "FP": 3206, + "IoU": 0.5270553266229818, + "TN": 2788909, + "TP": 7802, + "n_pred": 11008, + "n_ref": 11597 + }, + "6": { + "Dice": 0.9837329286798179, + "FN": 1546, + "FP": 1670, + "IoU": 0.9679866212745625, + "TN": 2703254, + "TP": 97242, + "n_pred": 98912, + "n_ref": 98788 + }, + "7": { + "Dice": 0.8877268292682927, + "FN": 1877, + "FP": 1000, + "IoU": 0.7981194302154235, + "TN": 2789461, + "TP": 11374, + "n_pred": 12374, + "n_ref": 13251 + }, + "8": { + "Dice": 0.9317313468701189, + "FN": 2141, + "FP": 700, + "IoU": 0.8721882310599244, + "TN": 2781484, + "TP": 19387, + "n_pred": 20087, + "n_ref": 21528 + }, + "9": { + "Dice": 0.0, + "FN": 164, + "FP": 0, + "IoU": 0.0, + "TN": 2803548, + "TP": 0, + "n_pred": 0, + "n_ref": 164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8896433211785909, + "FN": 1089, + "FP": 1544, + "IoU": 0.8012230107202174, + "TN": 2615234, + "TP": 10613, + "n_pred": 12157, + "n_ref": 11702 + }, + "10": { + "Dice": 0.0, + "FN": 2825, + "FP": 5242, + "IoU": 0.0, + "TN": 2620413, + "TP": 0, + "n_pred": 5242, + "n_ref": 2825 + }, + "11": { + "Dice": 0.5137614678899083, + "FN": 50, + "FP": 109, + "IoU": 0.345679012345679, + "TN": 2628237, + "TP": 84, + "n_pred": 193, + "n_ref": 134 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.633690036900369, + "FN": 7772, + "FP": 12082, + "IoU": 0.46379668890269266, + "TN": 2591453, + "TP": 17173, + "n_pred": 29255, + "n_ref": 24945 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 155, + "IoU": 0.0, + "TN": 2628325, + "TP": 0, + "n_pred": 155, + "n_ref": 0 + }, + "15": { + "Dice": 0.42643391521197005, + "FN": 460, + "FP": 0, + "IoU": 0.27099841521394613, + "TN": 2627849, + "TP": 171, + "n_pred": 171, + "n_ref": 631 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 868, + "IoU": 0.0, + "TN": 2627612, + "TP": 0, + "n_pred": 868, + "n_ref": 0 + }, + "3": { + "Dice": 0.7778331671651711, + "FN": 892, + "FP": 9804, + "IoU": 0.6364377974167233, + "TN": 2599060, + "TP": 18724, + "n_pred": 28528, + "n_ref": 19616 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 347, + "IoU": 0.0, + "TN": 2628133, + "TP": 0, + "n_pred": 347, + "n_ref": 0 + }, + "5": { + "Dice": 0.6942187137218482, + "FN": 877, + "FP": 440, + "IoU": 0.5316500711237553, + "TN": 2625668, + "TP": 1495, + "n_pred": 1935, + "n_ref": 2372 + }, + "6": { + "Dice": 0.8679806158943474, + "FN": 2430, + "FP": 6097, + "IoU": 0.7667541988073746, + "TN": 2591922, + "TP": 28031, + "n_pred": 34128, + "n_ref": 30461 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8041, + "IoU": 0.0, + "TN": 2620439, + "TP": 0, + "n_pred": 8041, + "n_ref": 0 + }, + "8": { + "Dice": 0.4016079855514342, + "FN": 29821, + "FP": 992, + "IoU": 0.25125750249070544, + "TN": 2587327, + "TP": 10340, + "n_pred": 11332, + "n_ref": 40161 + }, + "9": { + "Dice": 0.8623858097850694, + "FN": 2148, + "FP": 3019, + "IoU": 0.7580652713396077, + "TN": 2607123, + "TP": 16190, + "n_pred": 19209, + "n_ref": 18338 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5186399016796395, + "FN": 9026, + "FP": 3899, + "IoU": 0.35011061946902655, + "TN": 2258128, + "TP": 6963, + "n_pred": 10862, + "n_ref": 15989 + }, + "11": { + "Dice": 0.4264264264264264, + "FN": 165, + "FP": 26, + "IoU": 0.27099236641221375, + "TN": 2277754, + "TP": 71, + "n_pred": 97, + "n_ref": 236 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5711646898697258, + "FN": 20657, + "FP": 5809, + "IoU": 0.39974144383207455, + "TN": 2233925, + "TP": 17625, + "n_pred": 23434, + "n_ref": 38282 + }, + "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": 0.5574630424415832, + "FN": 1764, + "FP": 92, + "IoU": 0.38644628099173556, + "TN": 2274991, + "TP": 1169, + "n_pred": 1261, + "n_ref": 2933 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2034, + "IoU": 0.0, + "TN": 2275982, + "TP": 0, + "n_pred": 2034, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9577182663723701, + "FN": 3118, + "FP": 3510, + "IoU": 0.9188669775868189, + "TN": 2196323, + "TP": 75065, + "n_pred": 78575, + "n_ref": 78183 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9493507610284633, + "FN": 374, + "FP": 1393, + "IoU": 0.9035848747749222, + "TN": 2259689, + "TP": 16560, + "n_pred": 17953, + "n_ref": 16934 + }, + "9": { + "Dice": 0.8854263772362054, + "FN": 1412, + "FP": 1169, + "IoU": 0.7944081567627848, + "TN": 2265462, + "TP": 9973, + "n_pred": 11142, + "n_ref": 11385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9520696018982336, + "FN": 1869, + "FP": 1767, + "IoU": 0.9085236993056255, + "TN": 2588732, + "TP": 36112, + "n_pred": 37879, + "n_ref": 37981 + }, + "10": { + "Dice": 0.8404971355226497, + "FN": 3166, + "FP": 1929, + "IoU": 0.7248771531940169, + "TN": 2609961, + "TP": 13424, + "n_pred": 15353, + "n_ref": 16590 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 152, + "IoU": 0.0, + "TN": 2628328, + "TP": 0, + "n_pred": 152, + "n_ref": 0 + }, + "12": { + "Dice": 0.7118601747815231, + "FN": 651, + "FP": 1657, + "IoU": 0.5526264779996123, + "TN": 2623321, + "TP": 2851, + "n_pred": 4508, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 2628471, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "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": 0.9520395550061804, + "FN": 75, + "FP": 1089, + "IoU": 0.9084689785326728, + "TN": 2615763, + "TP": 11553, + "n_pred": 12642, + "n_ref": 11628 + }, + "3": { + "Dice": 0.9549522918001018, + "FN": 772, + "FP": 1971, + "IoU": 0.9137882264198385, + "TN": 2596663, + "TP": 29074, + "n_pred": 31045, + "n_ref": 29846 + }, + "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": 77, + "IoU": 0.0, + "TN": 2628403, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "6": { + "Dice": 0.9720469815869108, + "FN": 8296, + "FP": 1514, + "IoU": 0.9456142101586668, + "TN": 2448102, + "TP": 170568, + "n_pred": 172082, + "n_ref": 178864 + }, + "7": { + "Dice": 0.9184149184149184, + "FN": 835, + "FP": 810, + "IoU": 0.8491379310344828, + "TN": 2617576, + "TP": 9259, + "n_pred": 10069, + "n_ref": 10094 + }, + "8": { + "Dice": 0.9695980412160784, + "FN": 559, + "FP": 335, + "IoU": 0.9409900990099009, + "TN": 2613330, + "TP": 14256, + "n_pred": 14591, + "n_ref": 14815 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9419573138990109, + "FN": 957, + "FP": 381, + "IoU": 0.8902829028290283, + "TN": 2441053, + "TP": 10857, + "n_pred": 11238, + "n_ref": 11814 + }, + "10": { + "Dice": 0.7875468777903447, + "FN": 87, + "FP": 3482, + "IoU": 0.6495483110761979, + "TN": 2443064, + "TP": 6615, + "n_pred": 10097, + "n_ref": 6702 + }, + "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": 0.6459415929741392, + "FN": 11493, + "FP": 158, + "IoU": 0.47704115983661743, + "TN": 2430969, + "TP": 10628, + "n_pred": 10786, + "n_ref": 22121 + }, + "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": 0.49183130699088146, + "FN": 4665, + "FP": 685, + "IoU": 0.3261116009572994, + "TN": 2445309, + "TP": 2589, + "n_pred": 3274, + "n_ref": 7254 + }, + "4": { + "Dice": 0.528386106848933, + "FN": 4278, + "FP": 2484, + "IoU": 0.3590521327014218, + "TN": 2442698, + "TP": 3788, + "n_pred": 6272, + "n_ref": 8066 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 532, + "IoU": 0.0, + "TN": 2452716, + "TP": 0, + "n_pred": 532, + "n_ref": 0 + }, + "6": { + "Dice": 0.9604757094665421, + "FN": 6218, + "FP": 4151, + "IoU": 0.9239569659056741, + "TN": 2316891, + "TP": 125988, + "n_pred": 130139, + "n_ref": 132206 + }, + "7": { + "Dice": 0.9030533631017893, + "FN": 9723, + "FP": 11858, + "IoU": 0.8232427473913542, + "TN": 2331154, + "TP": 100513, + "n_pred": 112371, + "n_ref": 110236 + }, + "8": { + "Dice": 0.7466863033873343, + "FN": 18570, + "FP": 11358, + "IoU": 0.5957696827262045, + "TN": 2379211, + "TP": 44109, + "n_pred": 55467, + "n_ref": 62679 + }, + "9": { + "Dice": 0.944025036374118, + "FN": 794, + "FP": 1245, + "IoU": 0.8939842978214527, + "TN": 2434015, + "TP": 17194, + "n_pred": 18439, + "n_ref": 17988 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7567493490475538, + "FN": 517, + "FP": 1258, + "IoU": 0.6086860670194003, + "TN": 2799176, + "TP": 2761, + "n_pred": 4019, + "n_ref": 3278 + }, + "10": { + "Dice": 0.8550534703292095, + "FN": 3644, + "FP": 1886, + "IoU": 0.746806464905453, + "TN": 2781871, + "TP": 16311, + "n_pred": 18197, + "n_ref": 19955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6842472443142179, + "FN": 1678, + "FP": 585, + "IoU": 0.5200424178154825, + "TN": 2798997, + "TP": 2452, + "n_pred": 3037, + "n_ref": 4130 + }, + "13": { + "Dice": 0.3490049033746755, + "FN": 910, + "FP": 1347, + "IoU": 0.2113906359189378, + "TN": 2800850, + "TP": 605, + "n_pred": 1952, + "n_ref": 1515 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9272801413619682, + "FN": 420, + "FP": 115, + "IoU": 0.8644196654840345, + "TN": 2799766, + "TP": 3411, + "n_pred": 3526, + "n_ref": 3831 + }, + "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": 0.9564087331055993, + "FN": 2484, + "FP": 2212, + "IoU": 0.9164591190493133, + "TN": 2747500, + "TP": 51516, + "n_pred": 53728, + "n_ref": 54000 + }, + "7": { + "Dice": 0.9689641273679968, + "FN": 1984, + "FP": 3175, + "IoU": 0.9397967161845192, + "TN": 2718019, + "TP": 80534, + "n_pred": 83709, + "n_ref": 82518 + }, + "8": { + "Dice": 0.9130821436929558, + "FN": 1112, + "FP": 745, + "IoU": 0.8400654551718199, + "TN": 2792101, + "TP": 9754, + "n_pred": 10499, + "n_ref": 10866 + }, + "9": { + "Dice": 0.9190669943197841, + "FN": 855, + "FP": 1154, + "IoU": 0.8502534287418009, + "TN": 2790296, + "TP": 11407, + "n_pred": 12561, + "n_ref": 12262 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9615835495339675, + "FN": 1824, + "FP": 175, + "IoU": 0.9260095495428804, + "TN": 2250999, + "TP": 25018, + "n_pred": 25193, + "n_ref": 26842 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3312, + "IoU": 0.0, + "TN": 2274704, + "TP": 0, + "n_pred": 3312, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 9, + "FP": 0, + "IoU": 0.0, + "TN": 2278007, + "TP": 0, + "n_pred": 0, + "n_ref": 9 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 10411, + "IoU": 0.0, + "TN": 2267605, + "TP": 0, + "n_pred": 10411, + "n_ref": 0 + }, + "14": { + "Dice": 0.660436137071651, + "FN": 86, + "FP": 23, + "IoU": 0.4930232558139535, + "TN": 2277801, + "TP": 106, + "n_pred": 129, + "n_ref": 192 + }, + "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": 567, + "IoU": 0.0, + "TN": 2277449, + "TP": 0, + "n_pred": 567, + "n_ref": 0 + }, + "3": { + "Dice": 0.9722536334527622, + "FN": 2128, + "FP": 2534, + "IoU": 0.9460054203052976, + "TN": 2191674, + "TP": 81680, + "n_pred": 84214, + "n_ref": 83808 + }, + "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": 0.9318059166952853, + "FN": 1963, + "FP": 817, + "IoU": 0.8723189271115602, + "TN": 2256243, + "TP": 18993, + "n_pred": 19810, + "n_ref": 20956 + }, + "7": { + "Dice": 0.5263211023065664, + "FN": 2735, + "FP": 6650, + "IoU": 0.3571477498458799, + "TN": 2263417, + "TP": 5214, + "n_pred": 11864, + "n_ref": 7949 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.905652687777642, + "FN": 1317, + "FP": 10258, + "IoU": 0.8275733651124684, + "TN": 2736582, + "TP": 55555, + "n_pred": 65813, + "n_ref": 56872 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7397443293960465, + "FN": 7099, + "FP": 1472, + "IoU": 0.586979568234387, + "TN": 2782960, + "TP": 12181, + "n_pred": 13653, + "n_ref": 19280 + }, + "15": { + "Dice": 0.842035237253781, + "FN": 9827, + "FP": 20567, + "IoU": 0.7271682734600815, + "TN": 2692310, + "TP": 81008, + "n_pred": 101575, + "n_ref": 90835 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9395706334481845, + "FN": 204, + "FP": 252, + "IoU": 0.8860284928767808, + "TN": 2799711, + "TP": 3545, + "n_pred": 3797, + "n_ref": 3749 + }, + "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": 0.8032786885245902, + "FN": 26, + "FP": 22, + "IoU": 0.6712328767123288, + "TN": 2803566, + "TP": 98, + "n_pred": 120, + "n_ref": 124 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.31823461091753774, + "FN": 403, + "FP": 2532, + "IoU": 0.18922651933701656, + "TN": 2624860, + "TP": 685, + "n_pred": 3217, + "n_ref": 1088 + }, + "10": { + "Dice": 0.8702618677508072, + "FN": 466, + "FP": 619, + "IoU": 0.7703217612193056, + "TN": 2623756, + "TP": 3639, + "n_pred": 4258, + "n_ref": 4105 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 153, + "IoU": 0.0, + "TN": 2628327, + "TP": 0, + "n_pred": 153, + "n_ref": 0 + }, + "12": { + "Dice": 0.6883021635496883, + "FN": 754, + "FP": 946, + "IoU": 0.5247414034106793, + "TN": 2624903, + "TP": 1877, + "n_pred": 2823, + "n_ref": 2631 + }, + "13": { + "Dice": 0.454503886602652, + "FN": 2321, + "FP": 65, + "IoU": 0.2940828402366864, + "TN": 2625100, + "TP": 994, + "n_pred": 1059, + "n_ref": 3315 + }, + "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": 563, + "IoU": 0.0, + "TN": 2627917, + "TP": 0, + "n_pred": 563, + "n_ref": 0 + }, + "3": { + "Dice": 0.7660553163885121, + "FN": 1355, + "FP": 2612, + "IoU": 0.6208181991970942, + "TN": 2618018, + "TP": 6495, + "n_pred": 9107, + "n_ref": 7850 + }, + "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": 424, + "IoU": 0.0, + "TN": 2628056, + "TP": 0, + "n_pred": 424, + "n_ref": 0 + }, + "6": { + "Dice": 0.4631578947368421, + "FN": 4, + "FP": 47, + "IoU": 0.3013698630136986, + "TN": 2628407, + "TP": 22, + "n_pred": 69, + "n_ref": 26 + }, + "7": { + "Dice": 0.28205128205128205, + "FN": 56, + "FP": 0, + "IoU": 0.16417910447761194, + "TN": 2628413, + "TP": 11, + "n_pred": 11, + "n_ref": 67 + }, + "8": { + "Dice": 0.9435652433562257, + "FN": 1653, + "FP": 993, + "IoU": 0.893159977388355, + "TN": 2603714, + "TP": 22120, + "n_pred": 23113, + "n_ref": 23773 + }, + "9": { + "Dice": 0.9057087876844131, + "FN": 1592, + "FP": 319, + "IoU": 0.8276670574443142, + "TN": 2617391, + "TP": 9178, + "n_pred": 9497, + "n_ref": 10770 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.5441622447792145, + "FN": 2507.631111111111, + "FP": 1889.4444444444443, + "IoU": 0.4691932397091792, + "TN": 2590526.975555555, + "TP": 10191.682222222222, + "n_pred": 12081.126666666667, + "n_ref": 12699.313333333334 + }, + "mean": { + "1": { + "Dice": 0.6456299467334844, + "FN": 2259.3333333333335, + "FP": 1253.1, + "IoU": 0.5806409406915471, + "TN": 2586207.566666667, + "TP": 15395.733333333334, + "n_pred": 16648.833333333332, + "n_ref": 17655.066666666666 + }, + "10": { + "Dice": 0.47284114981799236, + "FN": 2958.5, + "FP": 1529.3333333333333, + "IoU": 0.38015598873707807, + "TN": 2596570.8333333335, + "TP": 4057.0666666666666, + "n_pred": 5586.4, + "n_ref": 7015.566666666667 + }, + "11": { + "Dice": 0.32310785335930986, + "FN": 155.53333333333333, + "FP": 221.06666666666666, + "IoU": 0.24494798110715207, + "TN": 2604404.7333333334, + "TP": 334.4, + "n_pred": 555.4666666666667, + "n_ref": 489.93333333333334 + }, + "12": { + "Dice": 0.23277850149861518, + "FN": 234.3, + "FP": 159.06666666666666, + "IoU": 0.17082742301299098, + "TN": 2604412.5, + "TP": 309.8666666666667, + "n_pred": 468.93333333333334, + "n_ref": 544.1666666666666 + }, + "13": { + "Dice": 0.5321441597558636, + "FN": 2894.5333333333333, + "FP": 2696.9, + "IoU": 0.4071457249210838, + "TN": 2594678.5, + "TP": 4845.8, + "n_pred": 7542.7, + "n_ref": 7740.333333333333 + }, + "14": { + "Dice": 0.38304748419686196, + "FN": 3454.9333333333334, + "FP": 3724.5, + "IoU": 0.3269257615353412, + "TN": 2590823.933333333, + "TP": 7112.366666666667, + "n_pred": 10836.866666666667, + "n_ref": 10567.3 + }, + "15": { + "Dice": 0.29857742061800396, + "FN": 3250.733333333333, + "FP": 628.2333333333333, + "IoU": 0.2285354649269828, + "TN": 2597608.6, + "TP": 3628.1666666666665, + "n_pred": 4256.4, + "n_ref": 6878.9 + }, + "2": { + "Dice": 0.7501463562313, + "FN": 1853.6333333333334, + "FP": 509.73333333333335, + "IoU": 0.6818595660447501, + "TN": 2594691.533333333, + "TP": 8060.833333333333, + "n_pred": 8570.566666666668, + "n_ref": 9914.466666666667 + }, + "3": { + "Dice": 0.7984941528589994, + "FN": 473.53333333333336, + "FP": 1904.3, + "IoU": 0.7353287409867436, + "TN": 2592733.933333333, + "TP": 10003.966666666667, + "n_pred": 11908.266666666666, + "n_ref": 10477.5 + }, + "4": { + "Dice": 0.3054322196299432, + "FN": 949.3, + "FP": 453.23333333333335, + "IoU": 0.26673529789581607, + "TN": 2602644.1333333333, + "TP": 1069.0666666666666, + "n_pred": 1522.3, + "n_ref": 2018.3666666666666 + }, + "5": { + "Dice": 0.6637411161878537, + "FN": 729.4333333333333, + "FP": 156.7, + "IoU": 0.5526706898232712, + "TN": 2602757.8, + "TP": 1471.8, + "n_pred": 1628.5, + "n_ref": 2201.233333333333 + }, + "6": { + "Dice": 0.7941792313401841, + "FN": 3373.733333333333, + "FP": 7433.0, + "IoU": 0.725458134917315, + "TN": 2532713.3, + "TP": 61595.7, + "n_pred": 69028.7, + "n_ref": 64969.433333333334 + }, + "7": { + "Dice": 0.4904343682678293, + "FN": 13221.866666666667, + "FP": 5374.966666666666, + "IoU": 0.4004804133155397, + "TN": 2566680.3333333335, + "TP": 19838.566666666666, + "n_pred": 25213.533333333333, + "n_ref": 33060.433333333334 + }, + "8": { + "Dice": 0.8161370800131251, + "FN": 849.2666666666667, + "FP": 626.6333333333333, + "IoU": 0.758773323006754, + "TN": 2595234.8, + "TP": 8405.033333333333, + "n_pred": 9031.666666666666, + "n_ref": 9254.3 + }, + "9": { + "Dice": 0.6557426311788536, + "FN": 955.8333333333334, + "FP": 1670.9, + "IoU": 0.5774131447153213, + "TN": 2595742.1333333333, + "TP": 6746.866666666667, + "n_pred": 8417.766666666666, + "n_ref": 7702.7 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 2628439, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 463, + "IoU": 0.0, + "TN": 2628017, + "TP": 0, + "n_pred": 463, + "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": 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": 0.7586206896551724, + "FN": 0, + "FP": 7, + "IoU": 0.6111111111111112, + "TN": 2628462, + "TP": 11, + "n_pred": 18, + "n_ref": 11 + }, + "3": { + "Dice": 0.8586794144009561, + "FN": 80, + "FP": 393, + "IoU": 0.7523560209424084, + "TN": 2626570, + "TP": 1437, + "n_pred": 1830, + "n_ref": 1517 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8541140837960626, + "FN": 261, + "FP": 317, + "IoU": 0.745374449339207, + "TN": 2626210, + "TP": 1692, + "n_pred": 2009, + "n_ref": 1953 + }, + "6": { + "Dice": 0.9426363070203128, + "FN": 8864, + "FP": 4584, + "IoU": 0.8914967605554256, + "TN": 2504539, + "TP": 110493, + "n_pred": 115077, + "n_ref": 119357 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 143, + "IoU": 0.0, + "TN": 2628337, + "TP": 0, + "n_pred": 143, + "n_ref": 0 + }, + "8": { + "Dice": 0.8692223439211391, + "FN": 183, + "FP": 414, + "IoU": 0.7686943045331267, + "TN": 2625899, + "TP": 1984, + "n_pred": 2398, + "n_ref": 2167 + }, + "9": { + "Dice": 0.8222307650063155, + "FN": 4759, + "FP": 4952, + "IoU": 0.698125524573347, + "TN": 2596311, + "TP": 22458, + "n_pred": 27410, + "n_ref": 27217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5513470785850735, + "FN": 10127, + "FP": 10306, + "IoU": 0.380592942888323, + "TN": 2245028, + "TP": 12555, + "n_pred": 22861, + "n_ref": 22682 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.08646616541353383, + "FN": 65, + "FP": 421, + "IoU": 0.04518664047151277, + "TN": 2277507, + "TP": 23, + "n_pred": 444, + "n_ref": 88 + }, + "13": { + "Dice": 0.6859069876872402, + "FN": 5748, + "FP": 2262, + "IoU": 0.5219622821675818, + "TN": 2261260, + "TP": 8746, + "n_pred": 11008, + "n_ref": 14494 + }, + "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": 0.9179512680258578, + "FN": 174, + "FP": 1641, + "IoU": 0.8483455882352942, + "TN": 2266048, + "TP": 10153, + "n_pred": 11794, + "n_ref": 10327 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 2278012, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9482254056284242, + "FN": 3871, + "FP": 6921, + "IoU": 0.9015481175365135, + "TN": 2168399, + "TP": 98825, + "n_pred": 105746, + "n_ref": 102696 + }, + "7": { + "Dice": 0.838235922869725, + "FN": 5633, + "FP": 9501, + "IoU": 0.7215199190357898, + "TN": 2223671, + "TP": 39211, + "n_pred": 48712, + "n_ref": 44844 + }, + "8": { + "Dice": 0.8875046122457839, + "FN": 2599, + "FP": 2584, + "IoU": 0.7977602622132043, + "TN": 2252388, + "TP": 20445, + "n_pred": 23029, + "n_ref": 23044 + }, + "9": { + "Dice": 0.8937265573288226, + "FN": 2366, + "FP": 524, + "IoU": 0.8078712937109427, + "TN": 2262974, + "TP": 12152, + "n_pred": 12676, + "n_ref": 14518 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 0.8721802273674186, + "FN": 3030, + "FP": 5560, + "IoU": 0.7733329815024936, + "TN": 2240119, + "TP": 29307, + "n_pred": 34867, + "n_ref": 32337 + }, + "15": { + "Dice": 0.7206477079179548, + "FN": 34204, + "FP": 403, + "IoU": 0.5632910593728311, + "TN": 2198771, + "TP": 44638, + "n_pred": 45041, + "n_ref": 78842 + }, + "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": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 2278006, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9505352112676057, + "FN": 173, + "FP": 266, + "IoU": 0.9057333047025983, + "TN": 2273359, + "TP": 4218, + "n_pred": 4484, + "n_ref": 4391 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 254, + "IoU": 0.0, + "TN": 2277762, + "TP": 0, + "n_pred": 254, + "n_ref": 0 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9476443137505594, + "FN": 1082, + "FP": 3832, + "IoU": 0.9004981168752278, + "TN": 2754326, + "TP": 44472, + "n_pred": 48304, + "n_ref": 45554 + }, + "10": { + "Dice": 0.753671970624235, + "FN": 6524, + "FP": 1526, + "IoU": 0.6047139700466486, + "TN": 2783347, + "TP": 12315, + "n_pred": 13841, + "n_ref": 18839 + }, + "11": { + "Dice": 0.6864754098360656, + "FN": 284, + "FP": 22, + "IoU": 0.5226209048361935, + "TN": 2803071, + "TP": 335, + "n_pred": 357, + "n_ref": 619 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 102, + "IoU": 0.0, + "TN": 2803610, + "TP": 0, + "n_pred": 102, + "n_ref": 0 + }, + "13": { + "Dice": 0.7086645272772155, + "FN": 1333, + "FP": 4568, + "IoU": 0.5487842177703013, + "TN": 2790634, + "TP": 7177, + "n_pred": 11745, + "n_ref": 8510 + }, + "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": 0.933936867182847, + "FN": 3381, + "FP": 2165, + "IoU": 0.8760614999553052, + "TN": 2758964, + "TP": 39202, + "n_pred": 41367, + "n_ref": 42583 + }, + "3": { + "Dice": 0.878563061304178, + "FN": 154, + "FP": 3267, + "IoU": 0.7834261838440112, + "TN": 2787916, + "TP": 12375, + "n_pred": 15642, + "n_ref": 12529 + }, + "4": { + "Dice": 0.8666305231770127, + "FN": 522, + "FP": 462, + "IoU": 0.76464960535757, + "TN": 2799531, + "TP": 3197, + "n_pred": 3659, + "n_ref": 3719 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.935654849311237, + "FN": 9464, + "FP": 22743, + "IoU": 0.8790896906945576, + "TN": 2537341, + "TP": 234164, + "n_pred": 256907, + "n_ref": 243628 + }, + "7": { + "Dice": 0.8560803490380955, + "FN": 42452, + "FP": 1783, + "IoU": 0.7483745456407106, + "TN": 2627915, + "TP": 131562, + "n_pred": 133345, + "n_ref": 174014 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8419231244592758, + "FN": 132, + "FP": 1147, + "IoU": 0.7270010672358591, + "TN": 2799027, + "TP": 3406, + "n_pred": 4553, + "n_ref": 3538 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 220, + "IoU": 0.0, + "TN": 2277796, + "TP": 0, + "n_pred": 220, + "n_ref": 0 + }, + "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": 31, + "IoU": 0.0, + "TN": 2277985, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "13": { + "Dice": 0.36230293354619836, + "FN": 4339, + "FP": 8443, + "IoU": 0.22122707609821482, + "TN": 2261603, + "TP": 3631, + "n_pred": 12074, + "n_ref": 7970 + }, + "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": 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": 0.35315019816864834, + "FN": 110, + "FP": 4623, + "IoU": 0.21443983402489628, + "TN": 2271991, + "TP": 1292, + "n_pred": 5915, + "n_ref": 1402 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.912536683031184, + "FN": 1184, + "FP": 2005, + "IoU": 0.8391424968474149, + "TN": 2258191, + "TP": 16636, + "n_pred": 18641, + "n_ref": 17820 + }, + "9": { + "Dice": 0.022357723577235773, + "FN": 140, + "FP": 3708, + "IoU": 0.011305241521068859, + "TN": 2274124, + "TP": 44, + "n_pred": 3752, + "n_ref": 184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 0.0, + "FN": 0, + "FP": 492, + "IoU": 0.0, + "TN": 2978452, + "TP": 0, + "n_pred": 492, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 0.853459745706708, + "FN": 194, + "FP": 33068, + "IoU": 0.7443783526229231, + "TN": 2848822, + "TP": 96860, + "n_pred": 129928, + "n_ref": 97054 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 342, + "IoU": 0.0, + "TN": 2978602, + "TP": 0, + "n_pred": 342, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.3079584775086505, + "FN": 729, + "FP": 71, + "IoU": 0.18200408997955012, + "TN": 2977966, + "TP": 178, + "n_pred": 249, + "n_ref": 907 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.05872756933115824, + "FN": 2885, + "FP": 0, + "IoU": 0.030252100840336135, + "TN": 2099809, + "TP": 90, + "n_pred": 90, + "n_ref": 2975 + }, + "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": 0.14544880896040385, + "FN": 5377, + "FP": 40, + "IoU": 0.07842803674719293, + "TN": 2096906, + "TP": 461, + "n_pred": 501, + "n_ref": 5838 + }, + "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": 0.0, + "FN": 0, + "FP": 121, + "IoU": 0.0, + "TN": 2102663, + "TP": 0, + "n_pred": 121, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 2102780, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "6": { + "Dice": 0.9387559966369377, + "FN": 2758, + "FP": 12102, + "IoU": 0.8845807313511667, + "TN": 1974036, + "TP": 113888, + "n_pred": 125990, + "n_ref": 116646 + }, + "7": { + "Dice": 0.7758698940998487, + "FN": 4935, + "FP": 991, + "IoU": 0.6338132608292653, + "TN": 2086601, + "TP": 10257, + "n_pred": 11248, + "n_ref": 15192 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9515343648964373, + "FN": 4141, + "FP": 2020, + "IoU": 0.9075494065215107, + "TN": 2036143, + "TP": 60480, + "n_pred": 62500, + "n_ref": 64621 + }, + "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": 0.0, + "FN": 0, + "FP": 1573, + "IoU": 0.0, + "TN": 2101211, + "TP": 0, + "n_pred": 1573, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9254958820103871, + "FN": 4738, + "FP": 1531, + "IoU": 0.861323718090519, + "TN": 2057578, + "TP": 38937, + "n_pred": 40468, + "n_ref": 43675 + }, + "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": 922, + "IoU": 0.0, + "TN": 2101862, + "TP": 0, + "n_pred": 922, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9604228998403274, + "FN": 2737, + "FP": 2369, + "IoU": 0.9238592305398151, + "TN": 2035724, + "TP": 61954, + "n_pred": 64323, + "n_ref": 64691 + }, + "7": { + "Dice": 0.39334521687462864, + "FN": 19, + "FP": 1002, + "IoU": 0.2448224852071006, + "TN": 2101432, + "TP": 331, + "n_pred": 1333, + "n_ref": 350 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8938518671343099, + "FN": 921, + "FP": 1137, + "IoU": 0.8080760981068731, + "TN": 3143453, + "TP": 8665, + "n_pred": 9802, + "n_ref": 9586 + }, + "11": { + "Dice": 0.8027640671273445, + "FN": 437, + "FP": 562, + "IoU": 0.6705145118733509, + "TN": 3151144, + "TP": 2033, + "n_pred": 2595, + "n_ref": 2470 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8278158058494088, + "FN": 695, + "FP": 4839, + "IoU": 0.7062164888251845, + "TN": 3135339, + "TP": 13303, + "n_pred": 18142, + "n_ref": 13998 + }, + "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": 0.9354335178089968, + "FN": 216, + "FP": 239, + "IoU": 0.8786990135963743, + "TN": 3150425, + "TP": 3296, + "n_pred": 3535, + "n_ref": 3512 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 3154129, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1315, + "IoU": 0.0, + "TN": 3152861, + "TP": 0, + "n_pred": 1315, + "n_ref": 0 + }, + "5": { + "Dice": 0.8371002728990273, + "FN": 2283, + "FP": 2373, + "IoU": 0.7198387387929478, + "TN": 3137557, + "TP": 11963, + "n_pred": 14336, + "n_ref": 14246 + }, + "6": { + "Dice": 0.8966378876312305, + "FN": 4896, + "FP": 6190, + "IoU": 0.8126415413216157, + "TN": 3095006, + "TP": 48084, + "n_pred": 54274, + "n_ref": 52980 + }, + "7": { + "Dice": 0.7713479867730013, + "FN": 3351, + "FP": 1351, + "IoU": 0.6278002058101797, + "TN": 3141543, + "TP": 7931, + "n_pred": 9282, + "n_ref": 11282 + }, + "8": { + "Dice": 0.9348635436563177, + "FN": 4285, + "FP": 3763, + "IoU": 0.8776936871219719, + "TN": 3088374, + "TP": 57754, + "n_pred": 61517, + "n_ref": 62039 + }, + "9": { + "Dice": 0.7910511553359156, + "FN": 8662, + "FP": 6982, + "IoU": 0.6543297169498641, + "TN": 3108919, + "TP": 29613, + "n_pred": 36595, + "n_ref": 38275 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7946250640551159, + "FN": 1253, + "FP": 2354, + "IoU": 0.6592347661785546, + "TN": 2267431, + "TP": 6978, + "n_pred": 9332, + "n_ref": 8231 + }, + "11": { + "Dice": 0.7102494740006011, + "FN": 192, + "FP": 1736, + "IoU": 0.5506874854346306, + "TN": 2273725, + "TP": 2363, + "n_pred": 4099, + "n_ref": 2555 + }, + "12": { + "Dice": 0.706148136194933, + "FN": 815, + "FP": 1006, + "IoU": 0.5457720129708157, + "TN": 2274007, + "TP": 2188, + "n_pred": 3194, + "n_ref": 3003 + }, + "13": { + "Dice": 0.7291998529591962, + "FN": 2807, + "FP": 1613, + "IoU": 0.5738115900106066, + "TN": 2267645, + "TP": 5951, + "n_pred": 7564, + "n_ref": 8758 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 583, + "IoU": 0.0, + "TN": 2277433, + "TP": 0, + "n_pred": 583, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9610777297255922, + "FN": 1092, + "FP": 942, + "IoU": 0.9250718337876667, + "TN": 2250870, + "TP": 25112, + "n_pred": 26054, + "n_ref": 26204 + }, + "3": { + "Dice": 0.931792137910418, + "FN": 626, + "FP": 2112, + "IoU": 0.872294776119403, + "TN": 2256576, + "TP": 18702, + "n_pred": 20814, + "n_ref": 19328 + }, + "4": { + "Dice": 0.741740879057742, + "FN": 678, + "FP": 221, + "IoU": 0.5894977168949772, + "TN": 2275826, + "TP": 1291, + "n_pred": 1512, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9591681655973759, + "FN": 2077, + "FP": 2168, + "IoU": 0.9215399970427325, + "TN": 2223912, + "TP": 49859, + "n_pred": 52027, + "n_ref": 51936 + }, + "7": { + "Dice": 0.9120682738247201, + "FN": 4676, + "FP": 146, + "IoU": 0.8383506537043245, + "TN": 2248186, + "TP": 25008, + "n_pred": 25154, + "n_ref": 29684 + }, + "8": { + "Dice": 0.927744, + "FN": 819, + "FP": 310, + "IoU": 0.865226214635311, + "TN": 2269639, + "TP": 7248, + "n_pred": 7558, + "n_ref": 8067 + }, + "9": { + "Dice": 0.9027300007319037, + "FN": 783, + "FP": 3204, + "IoU": 0.8227054429028815, + "TN": 2255528, + "TP": 18501, + "n_pred": 21705, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9800738457782796, + "FN": 497, + "FP": 156, + "IoU": 0.9609262805169938, + "TN": 2787000, + "TP": 16059, + "n_pred": 16215, + "n_ref": 16556 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5894736842105263, + "FN": 31, + "FP": 8, + "IoU": 0.417910447761194, + "TN": 2803645, + "TP": 28, + "n_pred": 36, + "n_ref": 59 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.871549385670975, + "FN": 18, + "FP": 787, + "IoU": 0.772341628959276, + "TN": 2800176, + "TP": 2731, + "n_pred": 3518, + "n_ref": 2749 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 2803644, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9734779000121588, + "FN": 2366, + "FP": 2651, + "IoU": 0.9483262951900299, + "TN": 2706622, + "TP": 92073, + "n_pred": 94724, + "n_ref": 94439 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6776212832550861, + "FN": 157, + "FP": 255, + "IoU": 0.5124260355029586, + "TN": 2978099, + "TP": 433, + "n_pred": 688, + "n_ref": 590 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 2978900, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.47652945123552237, + "FN": 15735, + "FP": 2208, + "IoU": 0.31279203370356184, + "TN": 2952834, + "TP": 8167, + "n_pred": 10375, + "n_ref": 23902 + }, + "14": { + "Dice": 0.0, + "FN": 19164, + "FP": 6154, + "IoU": 0.0, + "TN": 2953626, + "TP": 0, + "n_pred": 6154, + "n_ref": 19164 + }, + "15": { + "Dice": 0.17845947156291983, + "FN": 28276, + "FP": 1076, + "IoU": 0.09797172710510141, + "TN": 2946404, + "TP": 3188, + "n_pred": 4264, + "n_ref": 31464 + }, + "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": 0.008350730688935281, + "FN": 29, + "FP": 446, + "IoU": 0.0041928721174004195, + "TN": 2978467, + "TP": 2, + "n_pred": 448, + "n_ref": 31 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9387177848775293, + "FN": 651, + "FP": 6542, + "IoU": 0.8845128765011881, + "TN": 2916660, + "TP": 55091, + "n_pred": 61633, + "n_ref": 55742 + }, + "7": { + "Dice": 0.5688209542182978, + "FN": 40, + "FP": 17393, + "IoU": 0.3974491912069681, + "TN": 2950012, + "TP": 11499, + "n_pred": 28892, + "n_ref": 11539 + }, + "8": { + "Dice": 0.9647600641473745, + "FN": 271, + "FP": 586, + "IoU": 0.9319192882109946, + "TN": 2966356, + "TP": 11731, + "n_pred": 12317, + "n_ref": 12002 + }, + "9": { + "Dice": 0.7855530474040632, + "FN": 43, + "FP": 8887, + "IoU": 0.6468401486988847, + "TN": 2953658, + "TP": 16356, + "n_pred": 25243, + "n_ref": 16399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.13214108296075508, + "FN": 68, + "FP": 1679, + "IoU": 0.07074468085106383, + "TN": 2451368, + "TP": 133, + "n_pred": 1812, + "n_ref": 201 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9181201378281411, + "FN": 981, + "FP": 1324, + "IoU": 0.8486340950879958, + "TN": 2438020, + "TP": 12923, + "n_pred": 14247, + "n_ref": 13904 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 2453222, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "2": { + "Dice": 0.9607383075238543, + "FN": 2, + "FP": 249, + "IoU": 0.9244431065623119, + "TN": 2449926, + "TP": 3071, + "n_pred": 3320, + "n_ref": 3073 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.874579596412556, + "FN": 1748, + "FP": 42, + "IoU": 0.7771136844726684, + "TN": 2445217, + "TP": 6241, + "n_pred": 6283, + "n_ref": 7989 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8019693654266958, + "FN": 213, + "FP": 511, + "IoU": 0.6694063926940639, + "TN": 2451058, + "TP": 1466, + "n_pred": 1977, + "n_ref": 1679 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8238805970149253, + "FN": 213, + "FP": 23, + "IoU": 0.700507614213198, + "TN": 2627692, + "TP": 552, + "n_pred": 575, + "n_ref": 765 + }, + "11": { + "Dice": 0.7290315238420394, + "FN": 947, + "FP": 1434, + "IoU": 0.5736031518624641, + "TN": 2622896, + "TP": 3203, + "n_pred": 4637, + "n_ref": 4150 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 2628479, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.8228048082427017, + "FN": 441, + "FP": 7298, + "IoU": 0.6989535924067375, + "TN": 2602773, + "TP": 17968, + "n_pred": 25266, + "n_ref": 18409 + }, + "14": { + "Dice": 0.7388873819155335, + "FN": 44163, + "FP": 117, + "IoU": 0.5859011886169586, + "TN": 2521549, + "TP": 62651, + "n_pred": 62768, + "n_ref": 106814 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 2628445, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "2": { + "Dice": 0.9526037374730854, + "FN": 1024, + "FP": 2542, + "IoU": 0.9094969798487387, + "TN": 2589078, + "TP": 35836, + "n_pred": 38378, + "n_ref": 36860 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7837240159221583, + "FN": 85, + "FP": 2360, + "IoU": 0.6443636363636364, + "TN": 2621605, + "TP": 4430, + "n_pred": 6790, + "n_ref": 4515 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9633091660317186, + "FN": 3817, + "FP": 854, + "IoU": 0.9292154753064905, + "TN": 2562491, + "TP": 61318, + "n_pred": 62172, + "n_ref": 65135 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1948, + "IoU": 0.0, + "TN": 2626532, + "TP": 0, + "n_pred": 1948, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 2628467, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "9": { + "Dice": 0.9050332119729857, + "FN": 1875, + "FP": 1542, + "IoU": 0.826539418244581, + "TN": 2608781, + "TP": 16282, + "n_pred": 17824, + "n_ref": 18157 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8859166475875363, + "FN": 14439, + "FP": 1008, + "IoU": 0.795197815019092, + "TN": 2553056, + "TP": 59977, + "n_pred": 60985, + "n_ref": 74416 + }, + "10": { + "Dice": 0.8136906683887634, + "FN": 1755, + "FP": 1130, + "IoU": 0.6859009254218835, + "TN": 2619295, + "TP": 6300, + "n_pred": 7430, + "n_ref": 8055 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 85, + "IoU": 0.0, + "TN": 2628395, + "TP": 0, + "n_pred": 85, + "n_ref": 0 + }, + "12": { + "Dice": 0.5650282731622445, + "FN": 2574, + "FP": 1426, + "IoU": 0.3937556835404668, + "TN": 2621882, + "TP": 2598, + "n_pred": 4024, + "n_ref": 5172 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2492, + "IoU": 0.0, + "TN": 2625988, + "TP": 0, + "n_pred": 2492, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 17993, + "IoU": 0.0, + "TN": 2610487, + "TP": 0, + "n_pred": 17993, + "n_ref": 0 + }, + "15": { + "Dice": 0.4182685143793771, + "FN": 3041, + "FP": 4767, + "IoU": 0.2644371172868582, + "TN": 2617865, + "TP": 2807, + "n_pred": 7574, + "n_ref": 5848 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1920, + "IoU": 0.0, + "TN": 2626560, + "TP": 0, + "n_pred": 1920, + "n_ref": 0 + }, + "3": { + "Dice": 0.9266583980930602, + "FN": 5549, + "FP": 9589, + "IoU": 0.8633396827689558, + "TN": 2517709, + "TP": 95633, + "n_pred": 105222, + "n_ref": 101182 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1137, + "IoU": 0.0, + "TN": 2627343, + "TP": 0, + "n_pred": 1137, + "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": 4292, + "IoU": 0.0, + "TN": 2624188, + "TP": 0, + "n_pred": 4292, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1511, + "IoU": 0.0, + "TN": 2626969, + "TP": 0, + "n_pred": 1511, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 324, + "IoU": 0.0, + "TN": 2628156, + "TP": 0, + "n_pred": 324, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3079457156157124, + "FN": 19308, + "FP": 19, + "IoU": 0.18199517501163923, + "TN": 1903925, + "TP": 4300, + "n_pred": 4319, + "n_ref": 23608 + }, + "10": { + "Dice": 0.6300663957982361, + "FN": 3705, + "FP": 28, + "IoU": 0.45992476851851855, + "TN": 1920640, + "TP": 3179, + "n_pred": 3207, + "n_ref": 6884 + }, + "11": { + "Dice": 0.48124717577948484, + "FN": 1012, + "FP": 1284, + "IoU": 0.31686997917286525, + "TN": 1924191, + "TP": 1065, + "n_pred": 2349, + "n_ref": 2077 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 472, + "IoU": 0.0, + "TN": 1927080, + "TP": 0, + "n_pred": 472, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6674814718502146, + "FN": 5469, + "FP": 20105, + "IoU": 0.5009172163459662, + "TN": 1876310, + "TP": 25668, + "n_pred": 45773, + "n_ref": 31137 + }, + "15": { + "Dice": 0.799084757314639, + "FN": 1889, + "FP": 6365, + "IoU": 0.665396465055943, + "TN": 1902884, + "TP": 16414, + "n_pred": 22779, + "n_ref": 18303 + }, + "2": { + "Dice": 0.9723360655737705, + "FN": 202, + "FP": 122, + "IoU": 0.9461615154536391, + "TN": 1921534, + "TP": 5694, + "n_pred": 5816, + "n_ref": 5896 + }, + "3": { + "Dice": 0.828125, + "FN": 9, + "FP": 13, + "IoU": 0.7066666666666667, + "TN": 1927477, + "TP": 53, + "n_pred": 66, + "n_ref": 62 + }, + "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": 0.48776331360946745, + "FN": 1156, + "FP": 20486, + "IoU": 0.32254429349527325, + "TN": 1895606, + "TP": 10304, + "n_pred": 30790, + "n_ref": 11460 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 34879, + "IoU": 0.0, + "TN": 1892673, + "TP": 0, + "n_pred": 34879, + "n_ref": 0 + }, + "8": { + "Dice": 0.9547325102880658, + "FN": 411, + "FP": 7, + "IoU": 0.9133858267716536, + "TN": 1922726, + "TP": 4408, + "n_pred": 4415, + "n_ref": 4819 + }, + "9": { + "Dice": 0.8766918696910296, + "FN": 1064, + "FP": 257, + "IoU": 0.7804553764334385, + "TN": 1921535, + "TP": 4696, + "n_pred": 4953, + "n_ref": 5760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5071442552358583, + "FN": 19820, + "FP": 324, + "IoU": 0.33971417333158516, + "TN": 2773204, + "TP": 10364, + "n_pred": 10688, + "n_ref": 30184 + }, + "10": { + "Dice": 0.847554813996663, + "FN": 1246, + "FP": 5241, + "IoU": 0.7354404567699837, + "TN": 2779192, + "TP": 18033, + "n_pred": 23274, + "n_ref": 19279 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 559, + "IoU": 0.0, + "TN": 2803153, + "TP": 0, + "n_pred": 559, + "n_ref": 0 + }, + "12": { + "Dice": 0.5672167921807403, + "FN": 2006, + "FP": 695, + "IoU": 0.3958845895772758, + "TN": 2799241, + "TP": 1770, + "n_pred": 2465, + "n_ref": 3776 + }, + "13": { + "Dice": 0.5616648411829135, + "FN": 436, + "FP": 3566, + "IoU": 0.3904964971063052, + "TN": 2797146, + "TP": 2564, + "n_pred": 6130, + "n_ref": 3000 + }, + "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": 0.9044788291091701, + "FN": 1742, + "FP": 2709, + "IoU": 0.8256151073499451, + "TN": 2778188, + "TP": 21073, + "n_pred": 23782, + "n_ref": 22815 + }, + "3": { + "Dice": 0.9004648180798205, + "FN": 2797, + "FP": 308, + "IoU": 0.8189504373177843, + "TN": 2786562, + "TP": 14045, + "n_pred": 14353, + "n_ref": 16842 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8117902875090601, + "FN": 897, + "FP": 661, + "IoU": 0.6832045546970313, + "TN": 2798794, + "TP": 3360, + "n_pred": 4021, + "n_ref": 4257 + }, + "6": { + "Dice": 0.746637799754142, + "FN": 7963, + "FP": 19655, + "IoU": 0.5957079283288441, + "TN": 2735400, + "TP": 40694, + "n_pred": 60349, + "n_ref": 48657 + }, + "7": { + "Dice": 0.8467238520867872, + "FN": 16344, + "FP": 4920, + "IoU": 0.7341900321262047, + "TN": 2723715, + "TP": 58733, + "n_pred": 63653, + "n_ref": 75077 + }, + "8": { + "Dice": 0.9523078609801556, + "FN": 92, + "FP": 778, + "IoU": 0.9089577228966095, + "TN": 2794156, + "TP": 8686, + "n_pred": 9464, + "n_ref": 8778 + }, + "9": { + "Dice": 0.8356070754845941, + "FN": 339, + "FP": 5674, + "IoU": 0.7176332472411364, + "TN": 2782417, + "TP": 15282, + "n_pred": 20956, + "n_ref": 15621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 2803711, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": 0.8255518655987497, + "FN": 383, + "FP": 1403, + "IoU": 0.7029274783765802, + "TN": 2797700, + "TP": 4226, + "n_pred": 5629, + "n_ref": 4609 + }, + "11": { + "Dice": 0.4675265897261824, + "FN": 1794, + "FP": 559, + "IoU": 0.30507974010632016, + "TN": 2800326, + "TP": 1033, + "n_pred": 1592, + "n_ref": 2827 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 2803561, + "TP": 0, + "n_pred": 151, + "n_ref": 0 + }, + "13": { + "Dice": 0.685036496350365, + "FN": 782, + "FP": 944, + "IoU": 0.520954759922287, + "TN": 2800109, + "TP": 1877, + "n_pred": 2821, + "n_ref": 2659 + }, + "14": { + "Dice": 0.8786059793694271, + "FN": 287, + "FP": 1796, + "IoU": 0.7834944392474795, + "TN": 2794091, + "TP": 7538, + "n_pred": 9334, + "n_ref": 7825 + }, + "15": { + "Dice": 0.6327218733566369, + "FN": 11820, + "FP": 53, + "IoU": 0.4627601809954751, + "TN": 2781612, + "TP": 10227, + "n_pred": 10280, + "n_ref": 22047 + }, + "2": { + "Dice": 0.968736973739058, + "FN": 770, + "FP": 730, + "IoU": 0.9393694421988682, + "TN": 2778972, + "TP": 23240, + "n_pred": 23970, + "n_ref": 24010 + }, + "3": { + "Dice": 0.9219330855018587, + "FN": 19, + "FP": 2, + "IoU": 0.8551724137931035, + "TN": 2803567, + "TP": 124, + "n_pred": 126, + "n_ref": 143 + }, + "4": { + "Dice": 0.9545814505985932, + "FN": 243, + "FP": 732, + "IoU": 0.9131093485429106, + "TN": 2792491, + "TP": 10246, + "n_pred": 10978, + "n_ref": 10489 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9646670760593035, + "FN": 3936, + "FP": 6133, + "IoU": 0.9317457735117474, + "TN": 2656190, + "TP": 137453, + "n_pred": 143586, + "n_ref": 141389 + }, + "7": { + "Dice": 0.8986906036399572, + "FN": 3739, + "FP": 2412, + "IoU": 0.8160200999012951, + "TN": 2770279, + "TP": 27282, + "n_pred": 29694, + "n_ref": 31021 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8752418779916489, + "FN": 204, + "FP": 1021, + "IoU": 0.7781600869250271, + "TN": 2798190, + "TP": 4297, + "n_pred": 5318, + "n_ref": 4501 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2962962962962963, + "FN": 18, + "FP": 1, + "IoU": 0.17391304347826086, + "TN": 2277993, + "TP": 4, + "n_pred": 5, + "n_ref": 22 + }, + "10": { + "Dice": 0.8230357577231817, + "FN": 672, + "FP": 2238, + "IoU": 0.6992869691019944, + "TN": 2268339, + "TP": 6767, + "n_pred": 9005, + "n_ref": 7439 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7445659698186349, + "FN": 1538, + "FP": 307, + "IoU": 0.5930745478606088, + "TN": 2273482, + "TP": 2689, + "n_pred": 2996, + "n_ref": 4227 + }, + "13": { + "Dice": 0.11017166282346913, + "FN": 3473, + "FP": 0, + "IoU": 0.058297180043383946, + "TN": 2274328, + "TP": 215, + "n_pred": 215, + "n_ref": 3688 + }, + "14": { + "Dice": 0.9325904418111904, + "FN": 750, + "FP": 109, + "IoU": 0.8736950448463461, + "TN": 2271215, + "TP": 5942, + "n_pred": 6051, + "n_ref": 6692 + }, + "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": 24, + "IoU": 0.0, + "TN": 2277992, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "3": { + "Dice": 0.9012658227848102, + "FN": 149, + "FP": 7, + "IoU": 0.8202764976958525, + "TN": 2277148, + "TP": 712, + "n_pred": 719, + "n_ref": 861 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9501412999596286, + "FN": 159, + "FP": 335, + "IoU": 0.9050182657181312, + "TN": 2272815, + "TP": 4707, + "n_pred": 5042, + "n_ref": 4866 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7907760581973429, + "FN": 155, + "FP": 7294, + "IoU": 0.6539533587289789, + "TN": 2782186, + "TP": 14077, + "n_pred": 21371, + "n_ref": 14232 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3087, + "IoU": 0.0, + "TN": 2800625, + "TP": 0, + "n_pred": 3087, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 2803682, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 2803696, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 1709, + "FP": 4483, + "IoU": 0.0, + "TN": 2797520, + "TP": 0, + "n_pred": 4483, + "n_ref": 1709 + }, + "15": { + "Dice": 0.9199707891232441, + "FN": 2849, + "FP": 877, + "IoU": 0.8518017659692944, + "TN": 2778570, + "TP": 21416, + "n_pred": 22293, + "n_ref": 24265 + }, + "2": { + "Dice": 0.8076262988735295, + "FN": 11901, + "FP": 429, + "IoU": 0.6773264942949858, + "TN": 2765500, + "TP": 25882, + "n_pred": 26311, + "n_ref": 37783 + }, + "3": { + "Dice": 0.6842400117941914, + "FN": 426, + "FP": 10283, + "IoU": 0.5200340623879527, + "TN": 2781400, + "TP": 11603, + "n_pred": 21886, + "n_ref": 12029 + }, + "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": 0.7710163111668757, + "FN": 480, + "FP": 3900, + "IoU": 0.6273608984175599, + "TN": 2791958, + "TP": 7374, + "n_pred": 11274, + "n_ref": 7854 + }, + "7": { + "Dice": 0.49051924567295274, + "FN": 78, + "FP": 9783, + "IoU": 0.32495892661555315, + "TN": 2789104, + "TP": 4747, + "n_pred": 14530, + "n_ref": 4825 + }, + "8": { + "Dice": 0.9508324661810614, + "FN": 366, + "FP": 390, + "IoU": 0.906273245722787, + "TN": 2795646, + "TP": 7310, + "n_pred": 7700, + "n_ref": 7676 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9586942816447568, + "FN": 1064, + "FP": 705, + "IoU": 0.9206655305408556, + "TN": 2255718, + "TP": 20529, + "n_pred": 21234, + "n_ref": 21593 + }, + "10": { + "Dice": 0.0, + "FN": 546, + "FP": 884, + "IoU": 0.0, + "TN": 2276586, + "TP": 0, + "n_pred": 884, + "n_ref": 546 + }, + "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": 0.33111534726468367, + "FN": 14355, + "FP": 4242, + "IoU": 0.1984051724137931, + "TN": 2254816, + "TP": 4603, + "n_pred": 8845, + "n_ref": 18958 + }, + "14": { + "Dice": 0.0, + "FN": 3, + "FP": 4140, + "IoU": 0.0, + "TN": 2273873, + "TP": 0, + "n_pred": 4140, + "n_ref": 3 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1324, + "IoU": 0.0, + "TN": 2276692, + "TP": 0, + "n_pred": 1324, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9525808606049041, + "FN": 334, + "FP": 1157, + "IoU": 0.9094552741847332, + "TN": 2261549, + "TP": 14976, + "n_pred": 16133, + "n_ref": 15310 + }, + "4": { + "Dice": 0.8240515869692655, + "FN": 2723, + "FP": 1479, + "IoU": 0.7007548782224754, + "TN": 2263974, + "TP": 9840, + "n_pred": 11319, + "n_ref": 12563 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9350753418691752, + "FN": 628, + "FP": 10553, + "IoU": 0.8780671334162141, + "TN": 2186318, + "TP": 80517, + "n_pred": 91070, + "n_ref": 81145 + }, + "7": { + "Dice": 0.20746489177054495, + "FN": 94257, + "FP": 16243, + "IoU": 0.11573825852452325, + "TN": 2153053, + "TP": 14463, + "n_pred": 30706, + "n_ref": 108720 + }, + "8": { + "Dice": 0.813323124042879, + "FN": 66, + "FP": 2372, + "IoU": 0.6853787585494903, + "TN": 2270267, + "TP": 5311, + "n_pred": 7683, + "n_ref": 5377 + }, + "9": { + "Dice": 0.0, + "FN": 2110, + "FP": 4203, + "IoU": 0.0, + "TN": 2271703, + "TP": 0, + "n_pred": 4203, + "n_ref": 2110 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9434288264853112, + "FN": 2231, + "FP": 9556, + "IoU": 0.8929155461879497, + "TN": 2343176, + "TP": 98285, + "n_pred": 107841, + "n_ref": 100516 + }, + "10": { + "Dice": 0.0, + "FN": 1190, + "FP": 338, + "IoU": 0.0, + "TN": 2451720, + "TP": 0, + "n_pred": 338, + "n_ref": 1190 + }, + "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": 0.3131407269338304, + "FN": 476, + "FP": 6157, + "IoU": 0.1856353591160221, + "TN": 2445103, + "TP": 1512, + "n_pred": 7669, + "n_ref": 1988 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 18535, + "IoU": 0.0, + "TN": 2434713, + "TP": 0, + "n_pred": 18535, + "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": 0.9542372881355933, + "FN": 115, + "FP": 47, + "IoU": 0.9124797406807131, + "TN": 2451397, + "TP": 1689, + "n_pred": 1736, + "n_ref": 1804 + }, + "4": { + "Dice": 0.07886694489172226, + "FN": 24122, + "FP": 3909, + "IoU": 0.04105230748178304, + "TN": 2424017, + "TP": 1200, + "n_pred": 5109, + "n_ref": 25322 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7833268313177085, + "FN": 7005, + "FP": 29096, + "IoU": 0.643826831626512, + "TN": 2351890, + "TP": 65257, + "n_pred": 94353, + "n_ref": 72262 + }, + "7": { + "Dice": 0.7087931764169678, + "FN": 44335, + "FP": 27225, + "IoU": 0.54893853058343, + "TN": 2294600, + "TP": 87088, + "n_pred": 114313, + "n_ref": 131423 + }, + "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": 17, + "IoU": 0.0, + "TN": 2453231, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 136, + "IoU": 0.0, + "TN": 2978808, + "TP": 0, + "n_pred": 136, + "n_ref": 0 + }, + "10": { + "Dice": 0.3808141369517198, + "FN": 35682, + "FP": 3562, + "IoU": 0.23518864982850016, + "TN": 2927632, + "TP": 12068, + "n_pred": 15630, + "n_ref": 47750 + }, + "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": 0.7832651777288455, + "FN": 1650, + "FP": 417, + "IoU": 0.6437435367114788, + "TN": 2973142, + "TP": 3735, + "n_pred": 4152, + "n_ref": 5385 + }, + "14": { + "Dice": 0.3704022370402237, + "FN": 2924, + "FP": 3, + "IoU": 0.22729672650475186, + "TN": 2975156, + "TP": 861, + "n_pred": 864, + "n_ref": 3785 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 98, + "IoU": 0.0, + "TN": 2978846, + "TP": 0, + "n_pred": 98, + "n_ref": 0 + }, + "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": 0.8717620137299771, + "FN": 1259, + "FP": 142, + "IoU": 0.772675644978095, + "TN": 2972781, + "TP": 4762, + "n_pred": 4904, + "n_ref": 6021 + }, + "6": { + "Dice": 0.9319990469382893, + "FN": 1155, + "FP": 1699, + "IoU": 0.8726575049080849, + "TN": 2956532, + "TP": 19558, + "n_pred": 21257, + "n_ref": 20713 + }, + "7": { + "Dice": 0.8941788153736364, + "FN": 4319, + "FP": 1909, + "IoU": 0.8086106757628837, + "TN": 2946403, + "TP": 26313, + "n_pred": 28222, + "n_ref": 30632 + }, + "8": { + "Dice": 0.7563361100794114, + "FN": 11053, + "FP": 2724, + "IoU": 0.608151540146193, + "TN": 2943785, + "TP": 21382, + "n_pred": 24106, + "n_ref": 32435 + }, + "9": { + "Dice": 0.9007016508095097, + "FN": 2399, + "FP": 1974, + "IoU": 0.8193423118235148, + "TN": 2954738, + "TP": 19833, + "n_pred": 21807, + "n_ref": 22232 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.950696124707469, + "FN": 153, + "FP": 1090, + "IoU": 0.9060255537914871, + "TN": 2615253, + "TP": 11984, + "n_pred": 13074, + "n_ref": 12137 + }, + "10": { + "Dice": 0.39725100223876714, + "FN": 8110, + "FP": 3467, + "IoU": 0.2478560291060291, + "TN": 2613088, + "TP": 3815, + "n_pred": 7282, + "n_ref": 11925 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 138, + "IoU": 0.0, + "TN": 2628342, + "TP": 0, + "n_pred": 138, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 2628446, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "13": { + "Dice": 0.7224516308634529, + "FN": 5618, + "FP": 6346, + "IoU": 0.5654984565098965, + "TN": 2600945, + "TP": 15571, + "n_pred": 21917, + "n_ref": 21189 + }, + "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": 0.6212568536482497, + "FN": 1768, + "FP": 28, + "IoU": 0.4505965126950138, + "TN": 2625211, + "TP": 1473, + "n_pred": 1501, + "n_ref": 3241 + }, + "3": { + "Dice": 0.9490527269491498, + "FN": 1338, + "FP": 1811, + "IoU": 0.903045044490286, + "TN": 2596001, + "TP": 29330, + "n_pred": 31141, + "n_ref": 30668 + }, + "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": 0.9316312781675417, + "FN": 4584, + "FP": 1302, + "IoU": 0.8720128726434582, + "TN": 2582491, + "TP": 40103, + "n_pred": 41405, + "n_ref": 44687 + }, + "7": { + "Dice": 0.42169622475856017, + "FN": 164521, + "FP": 151, + "IoU": 0.26718318195370944, + "TN": 2403769, + "TP": 60039, + "n_pred": 60190, + "n_ref": 224560 + }, + "8": { + "Dice": 0.9431033661857829, + "FN": 269, + "FP": 926, + "IoU": 0.8923326425804127, + "TN": 2617381, + "TP": 9904, + "n_pred": 10830, + "n_ref": 10173 + }, + "9": { + "Dice": 0.9318505583383117, + "FN": 261, + "FP": 2705, + "IoU": 0.8723971777663053, + "TN": 2605236, + "TP": 20278, + "n_pred": 22983, + "n_ref": 20539 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7832768818563268, + "FN": 1625, + "FP": 2662, + "IoU": 0.6437593485125478, + "TN": 2791678, + "TP": 7747, + "n_pred": 10409, + "n_ref": 9372 + }, + "10": { + "Dice": 0.06904935570143447, + "FN": 235, + "FP": 3594, + "IoU": 0.03575925459581969, + "TN": 2799741, + "TP": 142, + "n_pred": 3736, + "n_ref": 377 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 179, + "IoU": 0.0, + "TN": 2803533, + "TP": 0, + "n_pred": 179, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 102, + "IoU": 0.0, + "TN": 2803610, + "TP": 0, + "n_pred": 102, + "n_ref": 0 + }, + "13": { + "Dice": 0.892677961172108, + "FN": 2886, + "FP": 3018, + "IoU": 0.8061593013329831, + "TN": 2773254, + "TP": 24554, + "n_pred": 27572, + "n_ref": 27440 + }, + "14": { + "Dice": 0.0, + "FN": 1263, + "FP": 4196, + "IoU": 0.0, + "TN": 2798253, + "TP": 0, + "n_pred": 4196, + "n_ref": 1263 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 188, + "IoU": 0.0, + "TN": 2803524, + "TP": 0, + "n_pred": 188, + "n_ref": 0 + }, + "5": { + "Dice": 0.7351910013877729, + "FN": 13566, + "FP": 936, + "IoU": 0.5812664221984812, + "TN": 2769079, + "TP": 20131, + "n_pred": 21067, + "n_ref": 33697 + }, + "6": { + "Dice": 0.42439342034483735, + "FN": 26449, + "FP": 14213, + "IoU": 0.2693524042262632, + "TN": 2748060, + "TP": 14990, + "n_pred": 29203, + "n_ref": 41439 + }, + "7": { + "Dice": 0.85601613792144, + "FN": 5689, + "FP": 21220, + "IoU": 0.7482764104435028, + "TN": 2696813, + "TP": 79990, + "n_pred": 101210, + "n_ref": 85679 + }, + "8": { + "Dice": 0.9626736201290269, + "FN": 2447, + "FP": 1146, + "IoU": 0.9280334895645556, + "TN": 2753786, + "TP": 46333, + "n_pred": 47479, + "n_ref": 48780 + }, + "9": { + "Dice": 0.8260418826456563, + "FN": 1504, + "FP": 174, + "IoU": 0.7036382903567644, + "TN": 2798050, + "TP": 3984, + "n_pred": 4158, + "n_ref": 5488 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9234315216890241, + "FN": 1579, + "FP": 5065, + "IoU": 0.8577545602466387, + "TN": 2581772, + "TP": 40064, + "n_pred": 45129, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.2035623409669211, + "FN": 313, + "FP": 0, + "IoU": 0.11331444759206799, + "TN": 2628127, + "TP": 40, + "n_pred": 40, + "n_ref": 353 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 2628435, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "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": 0.5362301539930763, + "FN": 3617, + "FP": 268, + "IoU": 0.36633501875713587, + "TN": 2622349, + "TP": 2246, + "n_pred": 2514, + "n_ref": 5863 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 2628479, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 2628457, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "8": { + "Dice": 0.9758290954073318, + "FN": 965, + "FP": 266, + "IoU": 0.9527990797546012, + "TN": 2602400, + "TP": 24849, + "n_pred": 25115, + "n_ref": 25814 + }, + "9": { + "Dice": 0.9371351594072743, + "FN": 140, + "FP": 140, + "IoU": 0.8817068018588932, + "TN": 2626113, + "TP": 2087, + "n_pred": 2227, + "n_ref": 2227 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9808839003858295, + "FN": 1305, + "FP": 1311, + "IoU": 0.9624849423507141, + "TN": 2558748, + "TP": 67116, + "n_pred": 68427, + "n_ref": 68421 + }, + "10": { + "Dice": 0.7508118640398355, + "FN": 10185, + "FP": 2476, + "IoU": 0.6010398613518197, + "TN": 2596745, + "TP": 19074, + "n_pred": 21550, + "n_ref": 29259 + }, + "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": 0.11721611721611722, + "FN": 17033, + "FP": 319, + "IoU": 0.0622568093385214, + "TN": 2609976, + "TP": 1152, + "n_pred": 1471, + "n_ref": 18185 + }, + "14": { + "Dice": 0.2515741219699267, + "FN": 21255, + "FP": 20704, + "IoU": 0.14388606639325865, + "TN": 2579469, + "TP": 7052, + "n_pred": 27756, + "n_ref": 28307 + }, + "15": { + "Dice": 0.5274569135640047, + "FN": 15356, + "FP": 2603, + "IoU": 0.3581945536416268, + "TN": 2600498, + "TP": 10023, + "n_pred": 12626, + "n_ref": 25379 + }, + "2": { + "Dice": 0.38204867935122994, + "FN": 28599, + "FP": 14, + "IoU": 0.23613113353622725, + "TN": 2591022, + "TP": 8845, + "n_pred": 8859, + "n_ref": 37444 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 25052, + "IoU": 0.0, + "TN": 2603428, + "TP": 0, + "n_pred": 25052, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 2628444, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9889306093042919, + "FN": 3207, + "FP": 1218, + "IoU": 0.978103598432366, + "TN": 2426392, + "TP": 197663, + "n_pred": 198881, + "n_ref": 200870 + }, + "7": { + "Dice": 0.6392520271388383, + "FN": 1625, + "FP": 2735, + "IoU": 0.4697798856864891, + "TN": 2620257, + "TP": 3863, + "n_pred": 6598, + "n_ref": 5488 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 720, + "IoU": 0.0, + "TN": 2627760, + "TP": 0, + "n_pred": 720, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7837951553765703, + "FN": 2966, + "FP": 631, + "IoU": 0.6444598201047741, + "TN": 2793595, + "TP": 6520, + "n_pred": 7151, + "n_ref": 9486 + }, + "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": 0.6069002468474329, + "FN": 2099, + "FP": 18444, + "IoU": 0.4356473723249361, + "TN": 2767311, + "TP": 15858, + "n_pred": 34302, + "n_ref": 17957 + }, + "14": { + "Dice": 0.9559959581472669, + "FN": 2319, + "FP": 3081, + "IoU": 0.9157013956102282, + "TN": 2739654, + "TP": 58658, + "n_pred": 61739, + "n_ref": 60977 + }, + "15": { + "Dice": 0.28205128205128205, + "FN": 87, + "FP": 585, + "IoU": 0.16417910447761194, + "TN": 2802908, + "TP": 132, + "n_pred": 717, + "n_ref": 219 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9406310752205772, + "FN": 143, + "FP": 254, + "IoU": 0.8879164313946922, + "TN": 2800170, + "TP": 3145, + "n_pred": 3399, + "n_ref": 3288 + }, + "4": { + "Dice": 0.9344016024036054, + "FN": 77, + "FP": 185, + "IoU": 0.8768796992481203, + "TN": 2801584, + "TP": 1866, + "n_pred": 2051, + "n_ref": 1943 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.987252501507135, + "FN": 318, + "FP": 3467, + "IoU": 0.9748259096925236, + "TN": 2653359, + "TP": 146568, + "n_pred": 150035, + "n_ref": 146886 + }, + "7": { + "Dice": 0.8830698516609792, + "FN": 627, + "FP": 1052, + "IoU": 0.7906222721037536, + "TN": 2795693, + "TP": 6340, + "n_pred": 7392, + "n_ref": 6967 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 2803708, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "9": { + "Dice": 0.9484536082474226, + "FN": 240, + "FP": 330, + "IoU": 0.9019607843137255, + "TN": 2797898, + "TP": 5244, + "n_pred": 5574, + "n_ref": 5484 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9270848708487085, + "FN": 295, + "FP": 693, + "IoU": 0.8640803411748521, + "TN": 3322139, + "TP": 6281, + "n_pred": 6974, + "n_ref": 6576 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1517, + "IoU": 0.0, + "TN": 3327891, + "TP": 0, + "n_pred": 1517, + "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": 0.7605698109761666, + "FN": 1553, + "FP": 3691, + "IoU": 0.6136447358726884, + "TN": 3315835, + "TP": 8329, + "n_pred": 12020, + "n_ref": 9882 + }, + "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": 522, + "IoU": 0.0, + "TN": 3328886, + "TP": 0, + "n_pred": 522, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9726989978113121, + "FN": 101, + "FP": 136, + "IoU": 0.9468490692980489, + "TN": 3324949, + "TP": 4222, + "n_pred": 4358, + "n_ref": 4323 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 70, + "IoU": 0.0, + "TN": 3329338, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9748925020155872, + "FN": 2971, + "FP": 4503, + "IoU": 0.9510148973960689, + "TN": 3176831, + "TP": 145103, + "n_pred": 149606, + "n_ref": 148074 + }, + "7": { + "Dice": 0.2986857825567503, + "FN": 16, + "FP": 2332, + "IoU": 0.175561797752809, + "TN": 3326560, + "TP": 500, + "n_pred": 2832, + "n_ref": 516 + }, + "8": { + "Dice": 0.9345567399811091, + "FN": 309, + "FP": 176, + "IoU": 0.8771529888551165, + "TN": 3325460, + "TP": 3463, + "n_pred": 3639, + "n_ref": 3772 + }, + "9": { + "Dice": 0.875823405746321, + "FN": 712, + "FP": 1060, + "IoU": 0.7790799152225408, + "TN": 3321387, + "TP": 6249, + "n_pred": 7309, + "n_ref": 6961 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0383.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.5239066585413502, + "FN": 2260.035555555556, + "FP": 2317.5355555555557, + "IoU": 0.4450678449443482, + "TN": 2648252.4822222223, + "TP": 10696.346666666668, + "n_pred": 13013.882222222222, + "n_ref": 12956.382222222222 + }, + "mean": { + "1": { + "Dice": 0.5973599849303541, + "FN": 2770.0666666666666, + "FP": 1518.5666666666666, + "IoU": 0.5353990234688297, + "TN": 2647654.466666667, + "TP": 11583.3, + "n_pred": 13101.866666666667, + "n_ref": 14353.366666666667 + }, + "10": { + "Dice": 0.5186722874954424, + "FN": 3137.4666666666667, + "FP": 2008.0, + "IoU": 0.4098936007110613, + "TN": 2652278.066666667, + "TP": 6102.866666666667, + "n_pred": 8110.866666666667, + "n_ref": 9240.333333333334 + }, + "11": { + "Dice": 0.1713888052739496, + "FN": 45.2, + "FP": 75.33333333333333, + "IoU": 0.12117091684846226, + "TN": 2663387.966666667, + "TP": 17.9, + "n_pred": 93.23333333333333, + "n_ref": 63.1 + }, + "12": { + "Dice": 0.2513370369610157, + "FN": 429.1666666666667, + "FP": 78.06666666666666, + "IoU": 0.18207079865980666, + "TN": 2662673.9, + "TP": 345.26666666666665, + "n_pred": 423.3333333333333, + "n_ref": 774.4333333333333 + }, + "13": { + "Dice": 0.31268980298343224, + "FN": 2950.6666666666665, + "FP": 2456.0333333333333, + "IoU": 0.2163546311771491, + "TN": 2655733.8333333335, + "TP": 2385.866666666667, + "n_pred": 4841.9, + "n_ref": 5336.533333333334 + }, + "14": { + "Dice": 0.41781386263998116, + "FN": 5542.033333333334, + "FP": 2414.4666666666667, + "IoU": 0.3597181879287438, + "TN": 2652344.033333333, + "TP": 3225.866666666667, + "n_pred": 5640.333333333333, + "n_ref": 8767.9 + }, + "15": { + "Dice": 0.38796335594499204, + "FN": 2428.5, + "FP": 2019.7666666666667, + "IoU": 0.31597869635381587, + "TN": 2655448.066666667, + "TP": 3630.0666666666666, + "n_pred": 5649.833333333333, + "n_ref": 6058.566666666667 + }, + "2": { + "Dice": 0.5447918110106494, + "FN": 2105.766666666667, + "FP": 2555.3333333333335, + "IoU": 0.4931182467716737, + "TN": 2647079.0, + "TP": 11786.3, + "n_pred": 14341.633333333333, + "n_ref": 13892.066666666668 + }, + "3": { + "Dice": 0.5182685487881574, + "FN": 3008.866666666667, + "FP": 2763.0, + "IoU": 0.43835739384968314, + "TN": 2646449.6, + "TP": 11304.933333333332, + "n_pred": 14067.933333333332, + "n_ref": 14313.8 + }, + "4": { + "Dice": 0.549427921563761, + "FN": 639.3, + "FP": 601.2333333333333, + "IoU": 0.47730868474583393, + "TN": 2658991.933333333, + "TP": 3293.9333333333334, + "n_pred": 3895.1666666666665, + "n_ref": 3933.233333333333 + }, + "5": { + "Dice": 0.5459548409732701, + "FN": 742.6, + "FP": 465.0, + "IoU": 0.4096362039532239, + "TN": 2661094.3333333335, + "TP": 1224.4666666666667, + "n_pred": 1689.4666666666667, + "n_ref": 1967.0666666666666 + }, + "6": { + "Dice": 0.8004623654032488, + "FN": 3705.5666666666666, + "FP": 10493.533333333333, + "IoU": 0.7336573557948005, + "TN": 2579562.066666667, + "TP": 69765.23333333334, + "n_pred": 80258.76666666666, + "n_ref": 73470.8 + }, + "7": { + "Dice": 0.6442343260527689, + "FN": 4795.933333333333, + "FP": 5464.3, + "IoU": 0.5463130041999152, + "TN": 2633605.2333333334, + "TP": 19660.933333333334, + "n_pred": 25125.233333333334, + "n_ref": 24456.866666666665 + }, + "8": { + "Dice": 0.8801007045156656, + "FN": 803.9666666666667, + "FP": 772.6666666666666, + "IoU": 0.8227429249511958, + "TN": 2650837.6666666665, + "TP": 11112.1, + "n_pred": 11884.766666666666, + "n_ref": 11916.066666666668 + }, + "9": { + "Dice": 0.7181342235835646, + "FN": 795.4333333333333, + "FP": 1077.7333333333333, + "IoU": 0.6142980047510284, + "TN": 2656647.066666667, + "TP": 5006.166666666667, + "n_pred": 6083.9, + "n_ref": 5801.6 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9539118126447628, + "FN": 2405, + "FP": 1893, + "IoU": 0.9118846997560326, + "TN": 2579703, + "TP": 44479, + "n_pred": 46372, + "n_ref": 46884 + }, + "10": { + "Dice": 0.0, + "FN": 2931, + "FP": 8163, + "IoU": 0.0, + "TN": 2617386, + "TP": 0, + "n_pred": 8163, + "n_ref": 2931 + }, + "11": { + "Dice": 0.6931530008453085, + "FN": 148, + "FP": 215, + "IoU": 0.5304010349288486, + "TN": 2627707, + "TP": 410, + "n_pred": 625, + "n_ref": 558 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4827928055516216, + "FN": 787, + "FP": 6517, + "IoU": 0.3182115187155792, + "TN": 2617767, + "TP": 3409, + "n_pred": 9926, + "n_ref": 4196 + }, + "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": 0.9236116858396094, + "FN": 2461, + "FP": 6769, + "IoU": 0.8580655082269721, + "TN": 2563450, + "TP": 55800, + "n_pred": 62569, + "n_ref": 58261 + }, + "3": { + "Dice": 0.6244604316546762, + "FN": 26, + "FP": 235, + "IoU": 0.45397489539748953, + "TN": 2628002, + "TP": 217, + "n_pred": 452, + "n_ref": 243 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6153846153846154, + "FN": 18, + "FP": 12, + "IoU": 0.4444444444444444, + "TN": 2628426, + "TP": 24, + "n_pred": 36, + "n_ref": 42 + }, + "6": { + "Dice": 0.9696079801512614, + "FN": 8059, + "FP": 8686, + "IoU": 0.9410088213742179, + "TN": 2344624, + "TP": 267111, + "n_pred": 275797, + "n_ref": 275170 + }, + "7": { + "Dice": 0.9427196131901023, + "FN": 2862, + "FP": 5099, + "IoU": 0.8916457970383276, + "TN": 2555008, + "TP": 65511, + "n_pred": 70610, + "n_ref": 68373 + }, + "8": { + "Dice": 0.9551066748663608, + "FN": 1548, + "FP": 350, + "IoU": 0.914070988772184, + "TN": 2606392, + "TP": 20190, + "n_pred": 20540, + "n_ref": 21738 + }, + "9": { + "Dice": 0.8680824354011926, + "FN": 904, + "FP": 2879, + "IoU": 0.766913123844732, + "TN": 2612250, + "TP": 12447, + "n_pred": 15326, + "n_ref": 13351 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.18947368421052632, + "FN": 28, + "FP": 357, + "IoU": 0.10465116279069768, + "TN": 2277586, + "TP": 45, + "n_pred": 402, + "n_ref": 73 + }, + "10": { + "Dice": 0.8996617812852311, + "FN": 161, + "FP": 106, + "IoU": 0.8176229508196722, + "TN": 2276552, + "TP": 1197, + "n_pred": 1303, + "n_ref": 1358 + }, + "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": 1, + "IoU": 0.0, + "TN": 2278015, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7599469496021221, + "FN": 426, + "FP": 298, + "IoU": 0.6128342245989304, + "TN": 2276146, + "TP": 1146, + "n_pred": 1444, + "n_ref": 1572 + }, + "15": { + "Dice": 0.8751317025941852, + "FN": 5339, + "FP": 3431, + "IoU": 0.7779859247633031, + "TN": 2238514, + "TP": 30732, + "n_pred": 34163, + "n_ref": 36071 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8805834092980857, + "FN": 129, + "FP": 2, + "IoU": 0.7866449511400652, + "TN": 2277402, + "TP": 483, + "n_pred": 485, + "n_ref": 612 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 526, + "IoU": 0.0, + "TN": 2277490, + "TP": 0, + "n_pred": 526, + "n_ref": 0 + }, + "5": { + "Dice": 0.7016277898976339, + "FN": 2401, + "FP": 1155, + "IoU": 0.5403903321700918, + "TN": 2270279, + "TP": 4181, + "n_pred": 5336, + "n_ref": 6582 + }, + "6": { + "Dice": 0.8667818730494442, + "FN": 3602, + "FP": 1563, + "IoU": 0.7648852876911871, + "TN": 2256048, + "TP": 16803, + "n_pred": 18366, + "n_ref": 20405 + }, + "7": { + "Dice": 0.8054019758905103, + "FN": 685, + "FP": 1462, + "IoU": 0.6742033383915023, + "TN": 2271426, + "TP": 4443, + "n_pred": 5905, + "n_ref": 5128 + }, + "8": { + "Dice": 0.9364703585287872, + "FN": 408, + "FP": 2195, + "IoU": 0.8805305672847439, + "TN": 2256228, + "TP": 19185, + "n_pred": 21380, + "n_ref": 19593 + }, + "9": { + "Dice": 0.8875286916602907, + "FN": 172, + "FP": 122, + "IoU": 0.797799174690509, + "TN": 2276562, + "TP": 1160, + "n_pred": 1282, + "n_ref": 1332 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6787878787878788, + "FN": 125, + "FP": 140, + "IoU": 0.5137614678899083, + "TN": 2452703, + "TP": 280, + "n_pred": 420, + "n_ref": 405 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 8423, + "IoU": 0.0, + "TN": 2444825, + "TP": 0, + "n_pred": 8423, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 141, + "IoU": 0.0, + "TN": 2453107, + "TP": 0, + "n_pred": 141, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 2453184, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 2359, + "FP": 5011, + "IoU": 0.0, + "TN": 2445878, + "TP": 0, + "n_pred": 5011, + "n_ref": 2359 + }, + "14": { + "Dice": 0.7771863117870722, + "FN": 1154, + "FP": 18, + "IoU": 0.6355721393034826, + "TN": 2450032, + "TP": 2044, + "n_pred": 2062, + "n_ref": 3198 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 419, + "IoU": 0.0, + "TN": 2452829, + "TP": 0, + "n_pred": 419, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 154, + "IoU": 0.0, + "TN": 2453094, + "TP": 0, + "n_pred": 154, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.1742831541218638, + "FN": 3639, + "FP": 47, + "IoU": 0.0954601226993865, + "TN": 2449173, + "TP": 389, + "n_pred": 436, + "n_ref": 4028 + }, + "6": { + "Dice": 0.9537968293604001, + "FN": 10779, + "FP": 7206, + "IoU": 0.911674573474379, + "TN": 2249626, + "TP": 185637, + "n_pred": 192843, + "n_ref": 196416 + }, + "7": { + "Dice": 0.262208229291065, + "FN": 8922, + "FP": 25057, + "IoU": 0.1508858735037609, + "TN": 2413231, + "TP": 6038, + "n_pred": 31095, + "n_ref": 14960 + }, + "8": { + "Dice": 0.9621398779329114, + "FN": 1583, + "FP": 768, + "IoU": 0.927041956305859, + "TN": 2421024, + "TP": 29873, + "n_pred": 30641, + "n_ref": 31456 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7071040052744355, + "FN": 1585, + "FP": 192, + "IoU": 0.5469148393676696, + "TN": 3150254, + "TP": 2145, + "n_pred": 2337, + "n_ref": 3730 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6446886446886447, + "FN": 664, + "FP": 15, + "IoU": 0.4756756756756757, + "TN": 3152881, + "TP": 616, + "n_pred": 631, + "n_ref": 1280 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 221, + "IoU": 0.0, + "TN": 3153955, + "TP": 0, + "n_pred": 221, + "n_ref": 0 + }, + "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": 0.979908726283268, + "FN": 2557, + "FP": 714, + "IoU": 0.9606088705307145, + "TN": 3071137, + "TP": 79768, + "n_pred": 80482, + "n_ref": 82325 + }, + "7": { + "Dice": 0.722770500628028, + "FN": 2774, + "FP": 316, + "IoU": 0.5658892947457151, + "TN": 3147058, + "TP": 4028, + "n_pred": 4344, + "n_ref": 6802 + }, + "8": { + "Dice": 0.784688995215311, + "FN": 2361, + "FP": 1419, + "IoU": 0.6456692913385826, + "TN": 3143508, + "TP": 6888, + "n_pred": 8307, + "n_ref": 9249 + }, + "9": { + "Dice": 0.6149186763881099, + "FN": 92, + "FP": 6774, + "IoU": 0.4439585357952705, + "TN": 3141828, + "TP": 5482, + "n_pred": 12256, + "n_ref": 5574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.34054054054054056, + "FN": 405, + "FP": 83, + "IoU": 0.20521172638436483, + "TN": 2627866, + "TP": 126, + "n_pred": 209, + "n_ref": 531 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 121, + "IoU": 0.0, + "TN": 2628359, + "TP": 0, + "n_pred": 121, + "n_ref": 0 + }, + "13": { + "Dice": 0.04862375495341116, + "FN": 8883, + "FP": 0, + "IoU": 0.02491767288693743, + "TN": 2619370, + "TP": 227, + "n_pred": 227, + "n_ref": 9110 + }, + "14": { + "Dice": 0.8671423299298807, + "FN": 4129, + "FP": 191, + "IoU": 0.7654468454772505, + "TN": 2610062, + "TP": 14098, + "n_pred": 14289, + "n_ref": 18227 + }, + "15": { + "Dice": 0.007144503341783821, + "FN": 2599, + "FP": 14633, + "IoU": 0.0035850584017578352, + "TN": 2611186, + "TP": 62, + "n_pred": 14695, + "n_ref": 2661 + }, + "2": { + "Dice": 0.8859525540810762, + "FN": 5660, + "FP": 4378, + "IoU": 0.795255675444143, + "TN": 2579453, + "TP": 38989, + "n_pred": 43367, + "n_ref": 44649 + }, + "3": { + "Dice": 0.9054505705365639, + "FN": 6236, + "FP": 5787, + "IoU": 0.8272358891826647, + "TN": 2558888, + "TP": 57569, + "n_pred": 63356, + "n_ref": 63805 + }, + "4": { + "Dice": 0.7889374090247453, + "FN": 922, + "FP": 1253, + "IoU": 0.6514423076923077, + "TN": 2622240, + "TP": 4065, + "n_pred": 5318, + "n_ref": 4987 + }, + "5": { + "Dice": 0.6438796377446684, + "FN": 868, + "FP": 351, + "IoU": 0.4747953468332615, + "TN": 2626159, + "TP": 1102, + "n_pred": 1453, + "n_ref": 1970 + }, + "6": { + "Dice": 0.9194210353507716, + "FN": 11078, + "FP": 12482, + "IoU": 0.8508596460132175, + "TN": 2470508, + "TP": 134412, + "n_pred": 146894, + "n_ref": 145490 + }, + "7": { + "Dice": 0.0, + "FN": 898, + "FP": 0, + "IoU": 0.0, + "TN": 2627582, + "TP": 0, + "n_pred": 0, + "n_ref": 898 + }, + "8": { + "Dice": 0.9221027064538515, + "FN": 320, + "FP": 578, + "IoU": 0.8554643489457588, + "TN": 2622267, + "TP": 5315, + "n_pred": 5893, + "n_ref": 5635 + }, + "9": { + "Dice": 0.7025646802598475, + "FN": 7141, + "FP": 780, + "IoU": 0.541502662653392, + "TN": 2611204, + "TP": 9355, + "n_pred": 10135, + "n_ref": 16496 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7752884583038988, + "FN": 397, + "FP": 12963, + "IoU": 0.6330376026588294, + "TN": 2592073, + "TP": 23047, + "n_pred": 36010, + "n_ref": 23444 + }, + "10": { + "Dice": 0.5508355534027609, + "FN": 5429, + "FP": 3844, + "IoU": 0.3801056220335584, + "TN": 2613521, + "TP": 5686, + "n_pred": 9530, + "n_ref": 11115 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 2628453, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "12": { + "Dice": 0.5355670103092783, + "FN": 1672, + "FP": 130, + "IoU": 0.3657162970784935, + "TN": 2625639, + "TP": 1039, + "n_pred": 1169, + "n_ref": 2711 + }, + "13": { + "Dice": 0.5477605392254616, + "FN": 9143, + "FP": 2196, + "IoU": 0.377183346149621, + "TN": 2610274, + "TP": 6867, + "n_pred": 9063, + "n_ref": 16010 + }, + "14": { + "Dice": 0.9371000468237864, + "FN": 1522, + "FP": 493, + "IoU": 0.8816446402349486, + "TN": 2611455, + "TP": 15010, + "n_pred": 15503, + "n_ref": 16532 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8835700603563554, + "FN": 9465, + "FP": 3421, + "IoU": 0.7914245480001942, + "TN": 2566699, + "TP": 48895, + "n_pred": 52316, + "n_ref": 58360 + }, + "3": { + "Dice": 0.9002687127687128, + "FN": 3648, + "FP": 8674, + "IoU": 0.8186260800447474, + "TN": 2560543, + "TP": 55615, + "n_pred": 64289, + "n_ref": 59263 + }, + "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": 0.7662053896576839, + "FN": 112, + "FP": 209, + "IoU": 0.6210153482880756, + "TN": 2627633, + "TP": 526, + "n_pred": 735, + "n_ref": 638 + }, + "7": { + "Dice": 0.9579661016949153, + "FN": 956, + "FP": 904, + "IoU": 0.9193233571893299, + "TN": 2605425, + "TP": 21195, + "n_pred": 22099, + "n_ref": 22151 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 2628474, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "9": { + "Dice": 0.8107016658253408, + "FN": 365, + "FP": 385, + "IoU": 0.6816638370118846, + "TN": 2626124, + "TP": 1606, + "n_pred": 1991, + "n_ref": 1971 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 2978929, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "10": { + "Dice": 0.0, + "FN": 150, + "FP": 2091, + "IoU": 0.0, + "TN": 2976703, + "TP": 0, + "n_pred": 2091, + "n_ref": 150 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1836, + "IoU": 0.0, + "TN": 2977108, + "TP": 0, + "n_pred": 1836, + "n_ref": 0 + }, + "12": { + "Dice": 0.009449881876476544, + "FN": 2691, + "FP": 244, + "IoU": 0.004747371990505256, + "TN": 2975995, + "TP": 14, + "n_pred": 258, + "n_ref": 2705 + }, + "13": { + "Dice": 0.2279052734375, + "FN": 3886, + "FP": 8764, + "IoU": 0.12860783908521045, + "TN": 2964427, + "TP": 1867, + "n_pred": 10631, + "n_ref": 5753 + }, + "14": { + "Dice": 0.020353025936599423, + "FN": 3207, + "FP": 29427, + "IoU": 0.0102811391138204, + "TN": 2945971, + "TP": 339, + "n_pred": 29766, + "n_ref": 3546 + }, + "15": { + "Dice": 0.8016062413951354, + "FN": 4781, + "FP": 3865, + "IoU": 0.6689005476199594, + "TN": 2952831, + "TP": 17467, + "n_pred": 21332, + "n_ref": 22248 + }, + "2": { + "Dice": 0.7291541056268027, + "FN": 14467, + "FP": 2154, + "IoU": 0.5737549366569216, + "TN": 2939950, + "TP": 22373, + "n_pred": 24527, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 14670, + "IoU": 0.0, + "TN": 2964274, + "TP": 0, + "n_pred": 14670, + "n_ref": 0 + }, + "4": { + "Dice": 0.6609144355623229, + "FN": 4546, + "FP": 3471, + "IoU": 0.4935565382185723, + "TN": 2963114, + "TP": 7813, + "n_pred": 11284, + "n_ref": 12359 + }, + "5": { + "Dice": 0.5739771537796386, + "FN": 7827, + "FP": 1534, + "IoU": 0.4025020744239484, + "TN": 2963277, + "TP": 6306, + "n_pred": 7840, + "n_ref": 14133 + }, + "6": { + "Dice": 0.8430027166618347, + "FN": 1109, + "FP": 13512, + "IoU": 0.7286125290023202, + "TN": 2925069, + "TP": 39254, + "n_pred": 52766, + "n_ref": 40363 + }, + "7": { + "Dice": 0.549175667993178, + "FN": 2142, + "FP": 4202, + "IoU": 0.3785266457680251, + "TN": 2968736, + "TP": 3864, + "n_pred": 8066, + "n_ref": 6006 + }, + "8": { + "Dice": 0.9026805361072214, + "FN": 2999, + "FP": 2839, + "IoU": 0.822623279555191, + "TN": 2946031, + "TP": 27075, + "n_pred": 29914, + "n_ref": 30074 + }, + "9": { + "Dice": 0.8330691465004051, + "FN": 2149, + "FP": 2590, + "IoU": 0.7138976092731224, + "TN": 2962380, + "TP": 11825, + "n_pred": 14415, + "n_ref": 13974 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2442, + "IoU": 0.0, + "TN": 2626038, + "TP": 0, + "n_pred": 2442, + "n_ref": 0 + }, + "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": 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": 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": 0.609867365041818, + "FN": 36838, + "FP": 106, + "IoU": 0.4387116378000608, + "TN": 2562660, + "TP": 28876, + "n_pred": 28982, + "n_ref": 65714 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 10, + "FP": 60, + "IoU": 0.0, + "TN": 2803642, + "TP": 0, + "n_pred": 60, + "n_ref": 10 + }, + "11": { + "Dice": 0.0, + "FN": 79, + "FP": 0, + "IoU": 0.0, + "TN": 2803633, + "TP": 0, + "n_pred": 0, + "n_ref": 79 + }, + "12": { + "Dice": 0.07339449541284404, + "FN": 101, + "FP": 0, + "IoU": 0.0380952380952381, + "TN": 2803607, + "TP": 4, + "n_pred": 4, + "n_ref": 105 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 2803662, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "14": { + "Dice": 0.7652240520873229, + "FN": 29, + "FP": 1197, + "IoU": 0.619727047146402, + "TN": 2800488, + "TP": 1998, + "n_pred": 3195, + "n_ref": 2027 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9523626983556546, + "FN": 4103, + "FP": 1862, + "IoU": 0.909057645103749, + "TN": 2738121, + "TP": 59626, + "n_pred": 61488, + "n_ref": 63729 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 546, + "IoU": 0.0, + "TN": 2803166, + "TP": 0, + "n_pred": 546, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 2803684, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "5": { + "Dice": 0.6442417331812998, + "FN": 357, + "FP": 2763, + "IoU": 0.4751892346509672, + "TN": 2797767, + "TP": 2825, + "n_pred": 5588, + "n_ref": 3182 + }, + "6": { + "Dice": 0.8583473861720068, + "FN": 4353, + "FP": 1863, + "IoU": 0.7518463810930576, + "TN": 2778663, + "TP": 18833, + "n_pred": 20696, + "n_ref": 23186 + }, + "7": { + "Dice": 0.3837638376383764, + "FN": 433, + "FP": 235, + "IoU": 0.2374429223744292, + "TN": 2802836, + "TP": 208, + "n_pred": 443, + "n_ref": 641 + }, + "8": { + "Dice": 0.9348466828688143, + "FN": 924, + "FP": 1596, + "IoU": 0.8776639642701102, + "TN": 2783113, + "TP": 18079, + "n_pred": 19675, + "n_ref": 19003 + }, + "9": { + "Dice": 0.8259176128861896, + "FN": 596, + "FP": 4678, + "IoU": 0.7034579701996064, + "TN": 2785927, + "TP": 12511, + "n_pred": 17189, + "n_ref": 13107 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3531202435312024, + "FN": 321, + "FP": 104, + "IoU": 0.2144177449168207, + "TN": 2978403, + "TP": 116, + "n_pred": 220, + "n_ref": 437 + }, + "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": 0.0, + "FN": 0, + "FP": 183, + "IoU": 0.0, + "TN": 2978761, + "TP": 0, + "n_pred": 183, + "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": 2276, + "IoU": 0.0, + "TN": 2976668, + "TP": 0, + "n_pred": 2276, + "n_ref": 0 + }, + "3": { + "Dice": 0.672327286761868, + "FN": 2476, + "FP": 71, + "IoU": 0.5063953488372093, + "TN": 2973784, + "TP": 2613, + "n_pred": 2684, + "n_ref": 5089 + }, + "4": { + "Dice": 0.9349152018941246, + "FN": 1341, + "FP": 1188, + "IoU": 0.8777847581307688, + "TN": 2958251, + "TP": 18164, + "n_pred": 19352, + "n_ref": 19505 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9887895986107733, + "FN": 1628, + "FP": 1645, + "IoU": 0.9778277569656612, + "TN": 2831327, + "TP": 144344, + "n_pred": 145989, + "n_ref": 145972 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.937538492387459, + "FN": 496, + "FP": 3865, + "IoU": 0.8824211377729846, + "TN": 2591390, + "TP": 32729, + "n_pred": 36594, + "n_ref": 33225 + }, + "10": { + "Dice": 0.6357256056146706, + "FN": 1127, + "FP": 482, + "IoU": 0.4659807500829738, + "TN": 2625467, + "TP": 1404, + "n_pred": 1886, + "n_ref": 2531 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 2628477, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 2628474, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": 0.6271049222797928, + "FN": 1060, + "FP": 3546, + "IoU": 0.45677556315603257, + "TN": 2620001, + "TP": 3873, + "n_pred": 7419, + "n_ref": 4933 + }, + "14": { + "Dice": 0.9047656434011149, + "FN": 3402, + "FP": 1450, + "IoU": 0.8260931899641577, + "TN": 2600580, + "TP": 23048, + "n_pred": 24498, + "n_ref": 26450 + }, + "15": { + "Dice": 0.8306552178715217, + "FN": 5900, + "FP": 3606, + "IoU": 0.7103595368677635, + "TN": 2595660, + "TP": 23314, + "n_pred": 26920, + "n_ref": 29214 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9627961529439362, + "FN": 211, + "FP": 582, + "IoU": 0.9282612628912611, + "TN": 2617426, + "TP": 10261, + "n_pred": 10843, + "n_ref": 10472 + }, + "4": { + "Dice": 0.9127602922100089, + "FN": 5157, + "FP": 1232, + "IoU": 0.8395207475133125, + "TN": 2588668, + "TP": 33423, + "n_pred": 34655, + "n_ref": 38580 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9483113144502133, + "FN": 6818, + "FP": 5248, + "IoU": 0.9017034484444119, + "TN": 2505729, + "TP": 110685, + "n_pred": 115933, + "n_ref": 117503 + }, + "7": { + "Dice": 0.0, + "FN": 553, + "FP": 0, + "IoU": 0.0, + "TN": 2627927, + "TP": 0, + "n_pred": 0, + "n_ref": 553 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6340412434595261, + "FN": 402, + "FP": 787, + "IoU": 0.4641730509238396, + "TN": 2626261, + "TP": 1030, + "n_pred": 1817, + "n_ref": 1432 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 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": 833, + "IoU": 0.0, + "TN": 2277183, + "TP": 0, + "n_pred": 833, + "n_ref": 0 + }, + "3": { + "Dice": 0.5474801061007958, + "FN": 691, + "FP": 162, + "IoU": 0.3769174579985391, + "TN": 2276647, + "TP": 516, + "n_pred": 678, + "n_ref": 1207 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9850657331198093, + "FN": 191, + "FP": 210, + "IoU": 0.9705709672684574, + "TN": 2790086, + "TP": 13225, + "n_pred": 13435, + "n_ref": 13416 + }, + "10": { + "Dice": 0.4744859101294745, + "FN": 297, + "FP": 2463, + "IoU": 0.3110334498252621, + "TN": 2799706, + "TP": 1246, + "n_pred": 3709, + "n_ref": 1543 + }, + "11": { + "Dice": 0.5454545454545454, + "FN": 5, + "FP": 0, + "IoU": 0.375, + "TN": 2803704, + "TP": 3, + "n_pred": 3, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.36036036036036034, + "FN": 43, + "FP": 596, + "IoU": 0.21978021978021978, + "TN": 2802893, + "TP": 180, + "n_pred": 776, + "n_ref": 223 + }, + "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": 0.9012568442010951, + "FN": 3068, + "FP": 106, + "IoU": 0.8202616229684581, + "TN": 2786053, + "TP": 14485, + "n_pred": 14591, + "n_ref": 17553 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1352, + "IoU": 0.0, + "TN": 2802360, + "TP": 0, + "n_pred": 1352, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6901172529313233, + "FN": 1, + "FP": 184, + "IoU": 0.5268542199488491, + "TN": 2803321, + "TP": 206, + "n_pred": 390, + "n_ref": 207 + }, + "6": { + "Dice": 0.9782388918623428, + "FN": 4929, + "FP": 4585, + "IoU": 0.9574047045550192, + "TN": 2580354, + "TP": 213844, + "n_pred": 218429, + "n_ref": 218773 + }, + "7": { + "Dice": 0.9556649178337597, + "FN": 3665, + "FP": 425, + "IoU": 0.9150941437794524, + "TN": 2755541, + "TP": 44081, + "n_pred": 44506, + "n_ref": 47746 + }, + "8": { + "Dice": 0.860727607421402, + "FN": 2384, + "FP": 491, + "IoU": 0.7555064206139978, + "TN": 2791953, + "TP": 8884, + "n_pred": 9375, + "n_ref": 11268 + }, + "9": { + "Dice": 0.8926475131294408, + "FN": 5232, + "FP": 1718, + "IoU": 0.8061096387222765, + "TN": 2767867, + "TP": 28895, + "n_pred": 30613, + "n_ref": 34127 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 4428, + "FP": 0, + "IoU": 0.0, + "TN": 2799284, + "TP": 0, + "n_pred": 0, + "n_ref": 4428 + }, + "10": { + "Dice": 0.8681555088869538, + "FN": 1954, + "FP": 3194, + "IoU": 0.7670271982622076, + "TN": 2781615, + "TP": 16949, + "n_pred": 20143, + "n_ref": 18903 + }, + "11": { + "Dice": 0.015555555555555555, + "FN": 853, + "FP": 33, + "IoU": 0.007838745800671893, + "TN": 2802819, + "TP": 7, + "n_pred": 40, + "n_ref": 860 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.35225144532204217, + "FN": 14202, + "FP": 9663, + "IoU": 0.2137774263688476, + "TN": 2773358, + "TP": 6489, + "n_pred": 16152, + "n_ref": 20691 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.31746031746031744, + "FN": 129, + "FP": 0, + "IoU": 0.18867924528301888, + "TN": 2803553, + "TP": 30, + "n_pred": 30, + "n_ref": 159 + }, + "2": { + "Dice": 0.9285885199266212, + "FN": 4016, + "FP": 1356, + "IoU": 0.8666964440804983, + "TN": 2763413, + "TP": 34927, + "n_pred": 36283, + "n_ref": 38943 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2812, + "IoU": 0.0, + "TN": 2800900, + "TP": 0, + "n_pred": 2812, + "n_ref": 0 + }, + "4": { + "Dice": 0.9282700421940928, + "FN": 243, + "FP": 199, + "IoU": 0.8661417322834646, + "TN": 2800410, + "TP": 2860, + "n_pred": 3059, + "n_ref": 3103 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9149062840015603, + "FN": 1223, + "FP": 2922, + "IoU": 0.8431587710004541, + "TN": 2777284, + "TP": 22283, + "n_pred": 25205, + "n_ref": 23506 + }, + "7": { + "Dice": 0.788961125116094, + "FN": 6366, + "FP": 1587, + "IoU": 0.651474648319383, + "TN": 2780893, + "TP": 14866, + "n_pred": 16453, + "n_ref": 21232 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8468675825361432, + "FN": 277, + "FP": 1852, + "IoU": 0.7344061876247505, + "TN": 2795696, + "TP": 5887, + "n_pred": 7739, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.779428494947467, + "FN": 8294, + "FP": 4890, + "IoU": 0.6385766763528702, + "TN": 2592002, + "TP": 23294, + "n_pred": 28184, + "n_ref": 31588 + }, + "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": 0.7455189941144997, + "FN": 6684, + "FP": 926, + "IoU": 0.5942848003412059, + "TN": 2609723, + "TP": 11147, + "n_pred": 12073, + "n_ref": 17831 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.2324319352465048, + "FN": 371, + "FP": 16319, + "IoU": 0.13149815267731696, + "TN": 2609263, + "TP": 2527, + "n_pred": 18846, + "n_ref": 2898 + }, + "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": 45, + "IoU": 0.0, + "TN": 2628435, + "TP": 0, + "n_pred": 45, + "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": 0.8726189651589665, + "FN": 3670, + "FP": 8, + "IoU": 0.7740231014991399, + "TN": 2612204, + "TP": 12598, + "n_pred": 12606, + "n_ref": 16268 + }, + "7": { + "Dice": 0.8202929273463095, + "FN": 10208, + "FP": 982, + "IoU": 0.6953361104304501, + "TN": 2591751, + "TP": 25539, + "n_pred": 26521, + "n_ref": 35747 + }, + "8": { + "Dice": 0.9369328493647913, + "FN": 213, + "FP": 65, + "IoU": 0.8813486982501068, + "TN": 2626137, + "TP": 2065, + "n_pred": 2130, + "n_ref": 2278 + }, + "9": { + "Dice": 0.9519071310116086, + "FN": 1580, + "FP": 334, + "IoU": 0.9082278481012658, + "TN": 2607624, + "TP": 18942, + "n_pred": 19276, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8828667413213885, + "FN": 241, + "FP": 1851, + "IoU": 0.7902967121090617, + "TN": 2618504, + "TP": 7884, + "n_pred": 9735, + "n_ref": 8125 + }, + "10": { + "Dice": 0.7793527963418924, + "FN": 16248, + "FP": 8844, + "IoU": 0.6384750597931015, + "TN": 2559074, + "TP": 44314, + "n_pred": 53158, + "n_ref": 60562 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6061065806941021, + "FN": 1675, + "FP": 402, + "IoU": 0.43482993197278913, + "TN": 2624805, + "TP": 1598, + "n_pred": 2000, + "n_ref": 3273 + }, + "13": { + "Dice": 0.22602892102335928, + "FN": 170, + "FP": 3309, + "IoU": 0.12741409581138702, + "TN": 2624493, + "TP": 508, + "n_pred": 3817, + "n_ref": 678 + }, + "14": { + "Dice": 0.0, + "FN": 1700, + "FP": 0, + "IoU": 0.0, + "TN": 2626780, + "TP": 0, + "n_pred": 0, + "n_ref": 1700 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 609, + "IoU": 0.0, + "TN": 2627871, + "TP": 0, + "n_pred": 609, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7736, + "IoU": 0.0, + "TN": 2620744, + "TP": 0, + "n_pred": 7736, + "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": 0.9187053286071242, + "FN": 226, + "FP": 1173, + "IoU": 0.8496345657781599, + "TN": 2619176, + "TP": 7905, + "n_pred": 9078, + "n_ref": 8131 + }, + "7": { + "Dice": 0.6617991884416113, + "FN": 1820, + "FP": 22267, + "IoU": 0.4945440047005498, + "TN": 2580826, + "TP": 23567, + "n_pred": 45834, + "n_ref": 25387 + }, + "8": { + "Dice": 0.9247150094996833, + "FN": 1802, + "FP": 100, + "IoU": 0.8599720238533461, + "TN": 2614897, + "TP": 11681, + "n_pred": 11781, + "n_ref": 13483 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.728904607787528, + "FN": 7280, + "FP": 845, + "IoU": 0.5734460310793784, + "TN": 2784664, + "TP": 10923, + "n_pred": 11768, + "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": 59, + "IoU": 0.0, + "TN": 2803653, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "13": { + "Dice": 0.2082146015525204, + "FN": 10683, + "FP": 5433, + "IoU": 0.11620510008225939, + "TN": 2785477, + "TP": 2119, + "n_pred": 7552, + "n_ref": 12802 + }, + "14": { + "Dice": 0.0020051899032790753, + "FN": 9994, + "FP": 6928, + "IoU": 0.0010036011570930987, + "TN": 2786773, + "TP": 17, + "n_pred": 6945, + "n_ref": 10011 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 107, + "IoU": 0.0, + "TN": 2803605, + "TP": 0, + "n_pred": 107, + "n_ref": 0 + }, + "2": { + "Dice": 0.9156233622547022, + "FN": 386, + "FP": 1063, + "IoU": 0.844377617871335, + "TN": 2794401, + "TP": 7862, + "n_pred": 8925, + "n_ref": 8248 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 353, + "IoU": 0.0, + "TN": 2803359, + "TP": 0, + "n_pred": 353, + "n_ref": 0 + }, + "4": { + "Dice": 0.6395219284918464, + "FN": 4191, + "FP": 2927, + "IoU": 0.4700714711137582, + "TN": 2790280, + "TP": 6314, + "n_pred": 9241, + "n_ref": 10505 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9119920883217162, + "FN": 2814, + "FP": 6441, + "IoU": 0.8382219270032163, + "TN": 2746504, + "TP": 47953, + "n_pred": 54394, + "n_ref": 50767 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8873654071056982, + "FN": 2050, + "FP": 3536, + "IoU": 0.7975353388909024, + "TN": 2776122, + "TP": 22004, + "n_pred": 25540, + "n_ref": 24054 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7493627867459643, + "FN": 1753, + "FP": 312, + "IoU": 0.5991847826086957, + "TN": 2272864, + "TP": 3087, + "n_pred": 3399, + "n_ref": 4840 + }, + "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": 6, + "IoU": 0.0, + "TN": 2278010, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": 0.5739758197790727, + "FN": 13245, + "FP": 6347, + "IoU": 0.4025007624275694, + "TN": 2245226, + "TP": 13198, + "n_pred": 19545, + "n_ref": 26443 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1722, + "IoU": 0.0, + "TN": 2276294, + "TP": 0, + "n_pred": 1722, + "n_ref": 0 + }, + "15": { + "Dice": 0.8029935701486244, + "FN": 681, + "FP": 3057, + "IoU": 0.6708348009862628, + "TN": 2266660, + "TP": 7618, + "n_pred": 10675, + "n_ref": 8299 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4188, + "IoU": 0.0, + "TN": 2273828, + "TP": 0, + "n_pred": 4188, + "n_ref": 0 + }, + "3": { + "Dice": 0.8983644859813084, + "FN": 8625, + "FP": 2859, + "IoU": 0.8154825026511134, + "TN": 2215778, + "TP": 50754, + "n_pred": 53613, + "n_ref": 59379 + }, + "4": { + "Dice": 0.8086619112897605, + "FN": 1665, + "FP": 6570, + "IoU": 0.6787845691773609, + "TN": 2252379, + "TP": 17402, + "n_pred": 23972, + "n_ref": 19067 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.948830392440459, + "FN": 766, + "FP": 12501, + "IoU": 0.9026425284910216, + "TN": 2141745, + "TP": 123004, + "n_pred": 135505, + "n_ref": 123770 + }, + "7": { + "Dice": 0.9149058667741379, + "FN": 1878, + "FP": 4034, + "IoU": 0.8431580622910808, + "TN": 2240322, + "TP": 31782, + "n_pred": 35816, + "n_ref": 33660 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__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": 0.6546203110704483, + "FN": 896, + "FP": 614, + "IoU": 0.4865691941516491, + "TN": 2800771, + "TP": 1431, + "n_pred": 2045, + "n_ref": 2327 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3541208119344583, + "FN": 2535, + "FP": 106, + "IoU": 0.21515601783060923, + "TN": 2800347, + "TP": 724, + "n_pred": 830, + "n_ref": 3259 + }, + "13": { + "Dice": 0.7020594965675058, + "FN": 1826, + "FP": 778, + "IoU": 0.5409026798307476, + "TN": 2798040, + "TP": 3068, + "n_pred": 3846, + "n_ref": 4894 + }, + "14": { + "Dice": 0.9391922996442771, + "FN": 853, + "FP": 600, + "IoU": 0.8853558466151176, + "TN": 2791038, + "TP": 11221, + "n_pred": 11821, + "n_ref": 12074 + }, + "15": { + "Dice": 0.8759780699419811, + "FN": 3174, + "FP": 1486, + "IoU": 0.7793247146848511, + "TN": 2782595, + "TP": 16457, + "n_pred": 17943, + "n_ref": 19631 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9226497421658072, + "FN": 50, + "FP": 145, + "IoU": 0.8564064801178203, + "TN": 2802354, + "TP": 1163, + "n_pred": 1308, + "n_ref": 1213 + }, + "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": 0.996876243773594, + "FN": 60, + "FP": 976, + "IoU": 0.9937719424806425, + "TN": 2637368, + "TP": 165308, + "n_pred": 166284, + "n_ref": 165368 + }, + "7": { + "Dice": 0.3746860873932697, + "FN": 1236, + "FP": 9, + "IoU": 0.23053152039555005, + "TN": 2802094, + "TP": 373, + "n_pred": 382, + "n_ref": 1609 + }, + "8": { + "Dice": 0.9397629485306056, + "FN": 1570, + "FP": 2140, + "IoU": 0.8863705972434915, + "TN": 2771062, + "TP": 28940, + "n_pred": 31080, + "n_ref": 30510 + }, + "9": { + "Dice": 0.6461538461538462, + "FN": 5, + "FP": 18, + "IoU": 0.4772727272727273, + "TN": 2803668, + "TP": 21, + "n_pred": 39, + "n_ref": 26 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 406, + "FP": 0, + "IoU": 0.0, + "TN": 2803306, + "TP": 0, + "n_pred": 0, + "n_ref": 406 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 609, + "IoU": 0.0, + "TN": 2803103, + "TP": 0, + "n_pred": 609, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9407131918617371, + "FN": 75, + "FP": 196, + "IoU": 0.8880627839735646, + "TN": 2801291, + "TP": 2150, + "n_pred": 2346, + "n_ref": 2225 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 0.9540818531483642, + "FN": 1945, + "FP": 2305, + "IoU": 0.9121955250707601, + "TN": 2755309, + "TP": 44153, + "n_pred": 46458, + "n_ref": 46098 + }, + "7": { + "Dice": 0.918402424824884, + "FN": 4090, + "FP": 325, + "IoU": 0.8491165715457435, + "TN": 2774451, + "TP": 24846, + "n_pred": 25171, + "n_ref": 28936 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9364327956242885, + "FN": 673, + "FP": 8485, + "IoU": 0.8804641509926514, + "TN": 2551867, + "TP": 67455, + "n_pred": 75940, + "n_ref": 68128 + }, + "10": { + "Dice": 0.7375953931736225, + "FN": 4458, + "FP": 4929, + "IoU": 0.5842781222320638, + "TN": 2605900, + "TP": 13193, + "n_pred": 18122, + "n_ref": 17651 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6175280898876404, + "FN": 443, + "FP": 408, + "IoU": 0.4466840052015605, + "TN": 2626942, + "TP": 687, + "n_pred": 1095, + "n_ref": 1130 + }, + "13": { + "Dice": 0.712664457165813, + "FN": 4620, + "FP": 1102, + "IoU": 0.5535965049149634, + "TN": 2615662, + "TP": 7096, + "n_pred": 8198, + "n_ref": 11716 + }, + "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": 1551, + "IoU": 0.0, + "TN": 2626929, + "TP": 0, + "n_pred": 1551, + "n_ref": 0 + }, + "3": { + "Dice": 0.5659124446630596, + "FN": 142, + "FP": 3388, + "IoU": 0.3946149888526839, + "TN": 2622649, + "TP": 2301, + "n_pred": 5689, + "n_ref": 2443 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 212, + "IoU": 0.0, + "TN": 2628268, + "TP": 0, + "n_pred": 212, + "n_ref": 0 + }, + "5": { + "Dice": 0.7725456125108601, + "FN": 780, + "FP": 1838, + "IoU": 0.6293884484711212, + "TN": 2621416, + "TP": 4446, + "n_pred": 6284, + "n_ref": 5226 + }, + "6": { + "Dice": 0.935035032673571, + "FN": 11405, + "FP": 2364, + "IoU": 0.8779960480962634, + "TN": 2515623, + "TP": 99088, + "n_pred": 101452, + "n_ref": 110493 + }, + "7": { + "Dice": 0.8884023200018635, + "FN": 8765, + "FP": 5608, + "IoU": 0.7992121034323793, + "TN": 2556897, + "TP": 57210, + "n_pred": 62818, + "n_ref": 65975 + }, + "8": { + "Dice": 0.9562059090591605, + "FN": 1266, + "FP": 1869, + "IoU": 0.9160867237687366, + "TN": 2591120, + "TP": 34225, + "n_pred": 36094, + "n_ref": 35491 + }, + "9": { + "Dice": 0.9491156462585034, + "FN": 362, + "FP": 386, + "IoU": 0.9031589849818746, + "TN": 2620756, + "TP": 6976, + "n_pred": 7362, + "n_ref": 7338 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8330267127823975, + "FN": 3700, + "FP": 838, + "IoU": 0.7138352881826208, + "TN": 2612622, + "TP": 11320, + "n_pred": 12158, + "n_ref": 15020 + }, + "11": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 2628479, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 243, + "IoU": 0.0, + "TN": 2628237, + "TP": 0, + "n_pred": 243, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3148, + "IoU": 0.0, + "TN": 2625332, + "TP": 0, + "n_pred": 3148, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 13475, + "IoU": 0.0, + "TN": 2615005, + "TP": 0, + "n_pred": 13475, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 9373, + "IoU": 0.0, + "TN": 2619107, + "TP": 0, + "n_pred": 9373, + "n_ref": 0 + }, + "3": { + "Dice": 0.8655871238933235, + "FN": 11635, + "FP": 708, + "IoU": 0.7630265330415082, + "TN": 2576394, + "TP": 39743, + "n_pred": 40451, + "n_ref": 51378 + }, + "4": { + "Dice": 0.9191538380982301, + "FN": 1114, + "FP": 430, + "IoU": 0.8504020928204631, + "TN": 2618159, + "TP": 8777, + "n_pred": 9207, + "n_ref": 9891 + }, + "5": { + "Dice": 0.20754716981132076, + "FN": 168, + "FP": 0, + "IoU": 0.11578947368421053, + "TN": 2628290, + "TP": 22, + "n_pred": 22, + "n_ref": 190 + }, + "6": { + "Dice": 0.9724434822328037, + "FN": 2381, + "FP": 6427, + "IoU": 0.9463649594144476, + "TN": 2464259, + "TP": 155413, + "n_pred": 161840, + "n_ref": 157794 + }, + "7": { + "Dice": 0.1248097412480974, + "FN": 9878, + "FP": 43022, + "IoU": 0.06655844155844155, + "TN": 2571808, + "TP": 3772, + "n_pred": 46794, + "n_ref": 13650 + }, + "8": { + "Dice": 0.964183037853378, + "FN": 537, + "FP": 61, + "IoU": 0.9308430669596391, + "TN": 2619833, + "TP": 8049, + "n_pred": 8110, + "n_ref": 8586 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9412347277904219, + "FN": 791, + "FP": 5380, + "IoU": 0.8889928225791944, + "TN": 2572889, + "TP": 49420, + "n_pred": 54800, + "n_ref": 50211 + }, + "10": { + "Dice": 0.8809366858147346, + "FN": 4352, + "FP": 3234, + "IoU": 0.7872089761570827, + "TN": 2592830, + "TP": 28064, + "n_pred": 31298, + "n_ref": 32416 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8011156924569488, + "FN": 1146, + "FP": 494, + "IoU": 0.6682176815698968, + "TN": 2623537, + "TP": 3303, + "n_pred": 3797, + "n_ref": 4449 + }, + "13": { + "Dice": 0.36259842519685037, + "FN": 276, + "FP": 2962, + "IoU": 0.22144746333253185, + "TN": 2624321, + "TP": 921, + "n_pred": 3883, + "n_ref": 1197 + }, + "14": { + "Dice": 0.0, + "FN": 133499, + "FP": 0, + "IoU": 0.0, + "TN": 2494981, + "TP": 0, + "n_pred": 0, + "n_ref": 133499 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8182713899454653, + "FN": 15573, + "FP": 289, + "IoU": 0.6924359645550967, + "TN": 2576907, + "TP": 35711, + "n_pred": 36000, + "n_ref": 51284 + }, + "3": { + "Dice": 0.7786369029768037, + "FN": 1647, + "FP": 15330, + "IoU": 0.6375146791929113, + "TN": 2581645, + "TP": 29858, + "n_pred": 45188, + "n_ref": 31505 + }, + "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": 0.23789200929771748, + "FN": 155, + "FP": 119845, + "IoU": 0.13500421685444283, + "TN": 2489751, + "TP": 18729, + "n_pred": 138574, + "n_ref": 18884 + }, + "7": { + "Dice": 0.805018547355894, + "FN": 11474, + "FP": 19328, + "IoU": 0.6736661440013562, + "TN": 2534092, + "TP": 63586, + "n_pred": 82914, + "n_ref": 75060 + }, + "8": { + "Dice": 0.9669665890643679, + "FN": 212, + "FP": 313, + "IoU": 0.936045803386527, + "TN": 2620271, + "TP": 7684, + "n_pred": 7997, + "n_ref": 7896 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.291216871929807, + "FN": 70782, + "FP": 63, + "IoU": 0.17042354125926534, + "TN": 2893545, + "TP": 14554, + "n_pred": 14617, + "n_ref": 85336 + }, + "10": { + "Dice": 0.19664691793772848, + "FN": 23893, + "FP": 1599, + "IoU": 0.10904515587865231, + "TN": 2950332, + "TP": 3120, + "n_pred": 4719, + "n_ref": 27013 + }, + "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": 0.4731641663657552, + "FN": 4906, + "FP": 11143, + "IoU": 0.3098985208118335, + "TN": 2955688, + "TP": 7207, + "n_pred": 18350, + "n_ref": 12113 + }, + "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": 2681, + "FP": 10594, + "IoU": 0.0, + "TN": 2965669, + "TP": 0, + "n_pred": 10594, + "n_ref": 2681 + }, + "3": { + "Dice": 0.6022907391837691, + "FN": 14385, + "FP": 14470, + "IoU": 0.43091274850110445, + "TN": 2928240, + "TP": 21849, + "n_pred": 36319, + "n_ref": 36234 + }, + "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": 0.6678049154374549, + "FN": 28338, + "FP": 97351, + "IoU": 0.5012816239723201, + "TN": 2726920, + "TP": 126335, + "n_pred": 223686, + "n_ref": 154673 + }, + "7": { + "Dice": 0.0, + "FN": 1840, + "FP": 150, + "IoU": 0.0, + "TN": 2976954, + "TP": 0, + "n_pred": 150, + "n_ref": 1840 + }, + "8": { + "Dice": 0.8848955803788247, + "FN": 3053, + "FP": 502, + "IoU": 0.7935540069686411, + "TN": 2961724, + "TP": 13665, + "n_pred": 14167, + "n_ref": 16718 + }, + "9": { + "Dice": 0.6994927409480497, + "FN": 2347, + "FP": 4525, + "IoU": 0.5378614660390048, + "TN": 2964074, + "TP": 7998, + "n_pred": 12523, + "n_ref": 10345 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9298425807533486, + "FN": 923, + "FP": 5771, + "IoU": 0.86888392682258, + "TN": 2927890, + "TP": 44360, + "n_pred": 50131, + "n_ref": 45283 + }, + "10": { + "Dice": 0.4041051956382296, + "FN": 610, + "FP": 319, + "IoU": 0.2532154340836013, + "TN": 2977700, + "TP": 315, + "n_pred": 634, + "n_ref": 925 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3082191780821918, + "FN": 338, + "FP": 66, + "IoU": 0.18218623481781376, + "TN": 2978450, + "TP": 90, + "n_pred": 156, + "n_ref": 428 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.914101836077986, + "FN": 4084, + "FP": 454, + "IoU": 0.8417933342630037, + "TN": 2950260, + "TP": 24146, + "n_pred": 24600, + "n_ref": 28230 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8803285968028419, + "FN": 3855, + "FP": 457, + "IoU": 0.78623835018838, + "TN": 2958772, + "TP": 15860, + "n_pred": 16317, + "n_ref": 19715 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5464976651100734, + "FN": 2012, + "FP": 1387, + "IoU": 0.37598678171470534, + "TN": 2973497, + "TP": 2048, + "n_pred": 3435, + "n_ref": 4060 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 718, + "IoU": 0.0, + "TN": 2978226, + "TP": 0, + "n_pred": 718, + "n_ref": 0 + }, + "7": { + "Dice": 0.9149814682359061, + "FN": 8979, + "FP": 1481, + "IoU": 0.8432864890779972, + "TN": 2912198, + "TP": 56286, + "n_pred": 57767, + "n_ref": 65265 + }, + "8": { + "Dice": 0.8842048973953344, + "FN": 997, + "FP": 4200, + "IoU": 0.7924437876912017, + "TN": 2953905, + "TP": 19842, + "n_pred": 24042, + "n_ref": 20839 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7270131655475071, + "FN": 4082, + "FP": 1081, + "IoU": 0.5711081575012461, + "TN": 2441210, + "TP": 6875, + "n_pred": 7956, + "n_ref": 10957 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7158908507223114, + "FN": 2066, + "FP": 235, + "IoU": 0.5575, + "TN": 2448048, + "TP": 2899, + "n_pred": 3134, + "n_ref": 4965 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 4684, + "IoU": 0.0, + "TN": 2448564, + "TP": 0, + "n_pred": 4684, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 15854, + "IoU": 0.0, + "TN": 2437394, + "TP": 0, + "n_pred": 15854, + "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": 0.9468069560134444, + "FN": 111, + "FP": 617, + "IoU": 0.8989870958790065, + "TN": 2446041, + "TP": 6479, + "n_pred": 7096, + "n_ref": 6590 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 2453244, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 2453215, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "7": { + "Dice": 0.8219291948464125, + "FN": 316, + "FP": 13823, + "IoU": 0.6976908274534959, + "TN": 2406478, + "TP": 32631, + "n_pred": 46454, + "n_ref": 32947 + }, + "8": { + "Dice": 0.9647402579158824, + "FN": 494, + "FP": 761, + "IoU": 0.9318823273990448, + "TN": 2434824, + "TP": 17169, + "n_pred": 17930, + "n_ref": 17663 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 2453242, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9246321870204892, + "FN": 27, + "FP": 808, + "IoU": 0.8598287728722511, + "TN": 2447291, + "TP": 5122, + "n_pred": 5930, + "n_ref": 5149 + }, + "10": { + "Dice": 0.6890646447480228, + "FN": 5688, + "FP": 3826, + "IoU": 0.5256282409254088, + "TN": 2433192, + "TP": 10542, + "n_pred": 14368, + "n_ref": 16230 + }, + "11": { + "Dice": 0.45972495088408644, + "FN": 270, + "FP": 5, + "IoU": 0.29846938775510207, + "TN": 2452856, + "TP": 117, + "n_pred": 122, + "n_ref": 387 + }, + "12": { + "Dice": 0.0, + "FN": 208, + "FP": 0, + "IoU": 0.0, + "TN": 2453040, + "TP": 0, + "n_pred": 0, + "n_ref": 208 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 2453213, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "14": { + "Dice": 0.34434169969176576, + "FN": 677, + "FP": 5279, + "IoU": 0.20797872340425533, + "TN": 2445728, + "TP": 1564, + "n_pred": 6843, + "n_ref": 2241 + }, + "15": { + "Dice": 0.30012206928484236, + "FN": 49881, + "FP": 0, + "IoU": 0.17655507131537243, + "TN": 2392672, + "TP": 10695, + "n_pred": 10695, + "n_ref": 60576 + }, + "2": { + "Dice": 0.952983929580877, + "FN": 423, + "FP": 2488, + "IoU": 0.9101903557214698, + "TN": 2420835, + "TP": 29502, + "n_pred": 31990, + "n_ref": 29925 + }, + "3": { + "Dice": 0.7457402812241521, + "FN": 159, + "FP": 1378, + "IoU": 0.5945660775520971, + "TN": 2449457, + "TP": 2254, + "n_pred": 3632, + "n_ref": 2413 + }, + "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": 0.9543197028538551, + "FN": 1677, + "FP": 3722, + "IoU": 0.9126304717210131, + "TN": 2391453, + "TP": 56396, + "n_pred": 60118, + "n_ref": 58073 + }, + "7": { + "Dice": 0.8391785578951536, + "FN": 15934, + "FP": 12501, + "IoU": 0.7229178644163589, + "TN": 2350625, + "TP": 74188, + "n_pred": 86689, + "n_ref": 90122 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 2453243, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 167, + "IoU": 0.0, + "TN": 2453081, + "TP": 0, + "n_pred": 167, + "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": 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": 1, + "IoU": 0.0, + "TN": 2453247, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "5": { + "Dice": 0.8292251965721353, + "FN": 2847, + "FP": 1019, + "IoU": 0.708270449743435, + "TN": 2439996, + "TP": 9386, + "n_pred": 10405, + "n_ref": 12233 + }, + "6": { + "Dice": 0.7878991596638656, + "FN": 1169, + "FP": 93, + "IoU": 0.6500277315585136, + "TN": 2449642, + "TP": 2344, + "n_pred": 2437, + "n_ref": 3513 + }, + "7": { + "Dice": 0.7957481602616516, + "FN": 253, + "FP": 996, + "IoU": 0.6607821835958718, + "TN": 2449566, + "TP": 2433, + "n_pred": 3429, + "n_ref": 2686 + }, + "8": { + "Dice": 0.9497691670283708, + "FN": 852, + "FP": 1694, + "IoU": 0.9043432521791404, + "TN": 2426632, + "TP": 24070, + "n_pred": 25764, + "n_ref": 24922 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 2453242, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.973067521321093, + "FN": 1259, + "FP": 1220, + "IoU": 0.947547712750201, + "TN": 2405986, + "TP": 44783, + "n_pred": 46003, + "n_ref": 46042 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 0.5408414857233755, + "FN": 5747, + "FP": 26, + "IoU": 0.37065300337948326, + "TN": 2444075, + "TP": 3400, + "n_pred": 3426, + "n_ref": 9147 + }, + "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": 0.9638510445049955, + "FN": 131, + "FP": 68, + "IoU": 0.9302244039270687, + "TN": 2450396, + "TP": 2653, + "n_pred": 2721, + "n_ref": 2784 + }, + "3": { + "Dice": 0.5975103734439834, + "FN": 0, + "FP": 97, + "IoU": 0.4260355029585799, + "TN": 2453079, + "TP": 72, + "n_pred": 169, + "n_ref": 72 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6980859516070783, + "FN": 1360, + "FP": 3656, + "IoU": 0.5361997226074896, + "TN": 2442433, + "TP": 5799, + "n_pred": 9455, + "n_ref": 7159 + }, + "6": { + "Dice": 0.4666666666666667, + "FN": 314, + "FP": 214, + "IoU": 0.30434782608695654, + "TN": 2452489, + "TP": 231, + "n_pred": 445, + "n_ref": 545 + }, + "7": { + "Dice": 0.8914386584289496, + "FN": 113, + "FP": 10, + "IoU": 0.804140127388535, + "TN": 2452620, + "TP": 505, + "n_pred": 515, + "n_ref": 618 + }, + "8": { + "Dice": 0.9708744048282562, + "FN": 596, + "FP": 1233, + "IoU": 0.9433973942376134, + "TN": 2420935, + "TP": 30484, + "n_pred": 31717, + "n_ref": 31080 + }, + "9": { + "Dice": 0.8760420049799719, + "FN": 189, + "FP": 956, + "IoU": 0.7794259294933539, + "TN": 2448057, + "TP": 4046, + "n_pred": 5002, + "n_ref": 4235 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/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": 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": 0.0, + "FN": 0, + "FP": 4574, + "IoU": 0.0, + "TN": 2623906, + "TP": 0, + "n_pred": 4574, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 2628475, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 23261, + "IoU": 0.0, + "TN": 2605219, + "TP": 0, + "n_pred": 23261, + "n_ref": 0 + }, + "3": { + "Dice": 0.6960565008671173, + "FN": 36240, + "FP": 39, + "IoU": 0.5338087895142637, + "TN": 2550660, + "TP": 41541, + "n_pred": 41580, + "n_ref": 77781 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.5473333347275335, + "FN": 2060.9, + "FP": 1896.82, + "IoU": 0.4679060677581006, + "TN": 2631204.224444444, + "TP": 10841.255555555557, + "n_pred": 12738.075555555557, + "n_ref": 12902.155555555551 + }, + "mean": { + "1": { + "Dice": 0.37782729589171277, + "FN": 628.8666666666667, + "FP": 597.9333333333333, + "IoU": 0.3524764207860209, + "TN": 2635795.7333333334, + "TP": 8980.666666666666, + "n_pred": 9578.6, + "n_ref": 9609.533333333333 + }, + "10": { + "Dice": 0.593189596991593, + "FN": 1536.1666666666667, + "FP": 3322.366666666667, + "IoU": 0.48129745105911076, + "TN": 2635546.7, + "TP": 5597.966666666666, + "n_pred": 8920.333333333334, + "n_ref": 7134.133333333333 + }, + "11": { + "Dice": 0.4474958790211404, + "FN": 120.46666666666667, + "FP": 109.76666666666667, + "IoU": 0.345750243931776, + "TN": 2645508.2666666666, + "TP": 264.7, + "n_pred": 374.46666666666664, + "n_ref": 385.1666666666667 + }, + "12": { + "Dice": 0.1776100940724672, + "FN": 246.76666666666668, + "FP": 112.06666666666666, + "IoU": 0.12073669714380267, + "TN": 2645504.7, + "TP": 139.66666666666666, + "n_pred": 251.73333333333332, + "n_ref": 386.43333333333334 + }, + "13": { + "Dice": 0.37679456923219334, + "FN": 1786.9333333333334, + "FP": 1432.4666666666667, + "IoU": 0.28227202882508323, + "TN": 2639959.7333333334, + "TP": 2824.0666666666666, + "n_pred": 4256.533333333334, + "n_ref": 4611.0 + }, + "14": { + "Dice": 0.5170493631536792, + "FN": 2410.3333333333335, + "FP": 958.2666666666667, + "IoU": 0.45989981297986776, + "TN": 2637616.033333333, + "TP": 5018.566666666667, + "n_pred": 5976.833333333333, + "n_ref": 7428.9 + }, + "15": { + "Dice": 0.3194722968375806, + "FN": 719.5333333333333, + "FP": 1477.2333333333333, + "IoU": 0.24084555020357518, + "TN": 2641789.8333333335, + "TP": 2016.6, + "n_pred": 3493.8333333333335, + "n_ref": 2736.133333333333 + }, + "2": { + "Dice": 0.6036108009453637, + "FN": 806.6333333333333, + "FP": 1793.6333333333334, + "IoU": 0.5238616083360255, + "TN": 2637419.3333333335, + "TP": 5983.6, + "n_pred": 7777.233333333334, + "n_ref": 6790.233333333334 + }, + "3": { + "Dice": 0.6195712964303839, + "FN": 1224.8333333333333, + "FP": 1213.3333333333333, + "IoU": 0.558046482416239, + "TN": 2634550.3, + "TP": 9014.733333333334, + "n_pred": 10228.066666666668, + "n_ref": 10239.566666666668 + }, + "4": { + "Dice": 0.609148436451609, + "FN": 1489.5333333333333, + "FP": 930.4666666666667, + "IoU": 0.5313496202096779, + "TN": 2639785.1666666665, + "TP": 3798.0333333333333, + "n_pred": 4728.5, + "n_ref": 5287.566666666667 + }, + "5": { + "Dice": 0.7181463960086008, + "FN": 524.4666666666667, + "FP": 237.2, + "IoU": 0.6056409345292841, + "TN": 2643535.3, + "TP": 1706.2333333333333, + "n_pred": 1943.4333333333334, + "n_ref": 2230.7 + }, + "6": { + "Dice": 0.7897131046964152, + "FN": 10562.766666666666, + "FP": 7326.966666666666, + "IoU": 0.7388619371885401, + "TN": 2541493.1666666665, + "TP": 86620.3, + "n_pred": 93947.26666666666, + "n_ref": 97183.06666666667 + }, + "7": { + "Dice": 0.5472807404139962, + "FN": 6307.166666666667, + "FP": 7152.666666666667, + "IoU": 0.4565242569111505, + "TN": 2616085.066666667, + "TP": 16458.3, + "n_pred": 23610.966666666667, + "n_ref": 22765.466666666667 + }, + "8": { + "Dice": 0.8240345140219872, + "FN": 1566.3666666666666, + "FP": 570.2666666666667, + "IoU": 0.7451825381935894, + "TN": 2634023.8333333335, + "TP": 9842.733333333334, + "n_pred": 10413.0, + "n_ref": 11409.1 + }, + "9": { + "Dice": 0.6890556367442818, + "FN": 982.6666666666666, + "FP": 1217.6666666666667, + "IoU": 0.5758454336577659, + "TN": 2639450.2, + "TP": 4352.666666666667, + "n_pred": 5570.333333333333, + "n_ref": 5335.333333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 2628474, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "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": 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": 0.9555493545820027, + "FN": 3291, + "FP": 1010, + "IoU": 0.9148822481694043, + "TN": 2577950, + "TP": 46229, + "n_pred": 47239, + "n_ref": 49520 + }, + "3": { + "Dice": 0.3562753036437247, + "FN": 10, + "FP": 149, + "IoU": 0.21674876847290642, + "TN": 2628277, + "TP": 44, + "n_pred": 193, + "n_ref": 54 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7625447057548499, + "FN": 3666, + "FP": 716, + "IoU": 0.6162200035032405, + "TN": 2617062, + "TP": 7036, + "n_pred": 7752, + "n_ref": 10702 + }, + "6": { + "Dice": 0.8752243520712183, + "FN": 1675, + "FP": 1801, + "IoU": 0.7781323801621242, + "TN": 2612813, + "TP": 12191, + "n_pred": 13992, + "n_ref": 13866 + }, + "7": { + "Dice": 0.5550049554013875, + "FN": 0, + "FP": 449, + "IoU": 0.3840877914951989, + "TN": 2627751, + "TP": 280, + "n_pred": 729, + "n_ref": 280 + }, + "8": { + "Dice": 0.9562841530054644, + "FN": 910, + "FP": 834, + "IoU": 0.9162303664921466, + "TN": 2607661, + "TP": 19075, + "n_pred": 19909, + "n_ref": 19985 + }, + "9": { + "Dice": 0.8614275976239166, + "FN": 2729, + "FP": 1540, + "IoU": 0.7565856996236743, + "TN": 2610942, + "TP": 13269, + "n_pred": 14809, + "n_ref": 15998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9693359587583982, + "FN": 731, + "FP": 2368, + "IoU": 0.9404965342447341, + "TN": 2751631, + "TP": 48982, + "n_pred": 51350, + "n_ref": 49713 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 109, + "IoU": 0.0, + "TN": 2803603, + "TP": 0, + "n_pred": 109, + "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": 2373, + "IoU": 0.0, + "TN": 2801339, + "TP": 0, + "n_pred": 2373, + "n_ref": 0 + }, + "14": { + "Dice": 0.8898115197047581, + "FN": 869, + "FP": 2475, + "IoU": 0.8014959040721833, + "TN": 2786866, + "TP": 13502, + "n_pred": 15977, + "n_ref": 14371 + }, + "15": { + "Dice": 0.6957243669572437, + "FN": 81, + "FP": 5050, + "IoU": 0.5334182049649905, + "TN": 2792715, + "TP": 5866, + "n_pred": 10916, + "n_ref": 5947 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 0.0, + "FN": 0, + "FP": 98, + "IoU": 0.0, + "TN": 2803614, + "TP": 0, + "n_pred": 98, + "n_ref": 0 + }, + "7": { + "Dice": 0.9396580375937073, + "FN": 2817, + "FP": 451, + "IoU": 0.8861839584857033, + "TN": 2774999, + "TP": 25445, + "n_pred": 25896, + "n_ref": 28262 + }, + "8": { + "Dice": 0.6971507352941176, + "FN": 71, + "FP": 1247, + "IoU": 0.5350970017636685, + "TN": 2800877, + "TP": 1517, + "n_pred": 2764, + "n_ref": 1588 + }, + "9": { + "Dice": 0.7243867243867244, + "FN": 282, + "FP": 291, + "IoU": 0.5678733031674208, + "TN": 2802386, + "TP": 753, + "n_pred": 1044, + "n_ref": 1035 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7087041274684295, + "FN": 1721, + "FP": 1716, + "IoU": 0.5488317143607246, + "TN": 2445630, + "TP": 4181, + "n_pred": 5897, + "n_ref": 5902 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 0.26621233095516983, + "FN": 1730, + "FP": 5161, + "IoU": 0.15354379068910454, + "TN": 2445107, + "TP": 1250, + "n_pred": 6411, + "n_ref": 2980 + }, + "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": 0.546013986013986, + "FN": 1026, + "FP": 597, + "IoU": 0.3755290496344748, + "TN": 2450649, + "TP": 976, + "n_pred": 1573, + "n_ref": 2002 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1631, + "IoU": 0.0, + "TN": 2451617, + "TP": 0, + "n_pred": 1631, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7209487741678294, + "FN": 1632, + "FP": 1168, + "IoU": 0.5636590306997039, + "TN": 2446831, + "TP": 3617, + "n_pred": 4785, + "n_ref": 5249 + }, + "6": { + "Dice": 0.9946663826676146, + "FN": 457, + "FP": 1396, + "IoU": 0.9893893584369775, + "TN": 2278612, + "TP": 172783, + "n_pred": 174179, + "n_ref": 173240 + }, + "7": { + "Dice": 0.8480329810096049, + "FN": 6429, + "FP": 501, + "IoU": 0.7361608162643722, + "TN": 2426982, + "TP": 19336, + "n_pred": 19837, + "n_ref": 25765 + }, + "8": { + "Dice": 0.8386569567620833, + "FN": 11231, + "FP": 2195, + "IoU": 0.7221440397350993, + "TN": 2404928, + "TP": 34894, + "n_pred": 37089, + "n_ref": 46125 + }, + "9": { + "Dice": 0.5621115042555226, + "FN": 2750, + "FP": 1829, + "IoU": 0.39092843841447195, + "TN": 2445730, + "TP": 2939, + "n_pred": 4768, + "n_ref": 5689 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 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": 0.7148223471707142, + "FN": 10502, + "FP": 1417, + "IoU": 0.556205086197267, + "TN": 2426391, + "TP": 14938, + "n_pred": 16355, + "n_ref": 25440 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9791, + "IoU": 0.0, + "TN": 2443457, + "TP": 0, + "n_pred": 9791, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 0.0, + "FN": 0, + "FP": 374, + "IoU": 0.0, + "TN": 2628106, + "TP": 0, + "n_pred": 374, + "n_ref": 0 + }, + "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": 0.9249569009228273, + "FN": 872, + "FP": 608, + "IoU": 0.860390529195359, + "TN": 2617879, + "TP": 9121, + "n_pred": 9729, + "n_ref": 9993 + }, + "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": 0.0, + "FN": 0, + "FP": 82, + "IoU": 0.0, + "TN": 2628398, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + }, + "7": { + "Dice": 0.5506224242681735, + "FN": 75408, + "FP": 9208, + "IoU": 0.37990267925192, + "TN": 2492024, + "TP": 51840, + "n_pred": 61048, + "n_ref": 127248 + }, + "8": { + "Dice": 0.8552197439619902, + "FN": 179, + "FP": 918, + "IoU": 0.747060179847821, + "TN": 2624143, + "TP": 3240, + "n_pred": 4158, + "n_ref": 3419 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 102, + "FP": 0, + "IoU": 0.0, + "TN": 2277914, + "TP": 0, + "n_pred": 0, + "n_ref": 102 + }, + "10": { + "Dice": 0.8479237083534524, + "FN": 3275, + "FP": 9323, + "IoU": 0.7359961440935476, + "TN": 2230297, + "TP": 35121, + "n_pred": 44444, + "n_ref": 38396 + }, + "11": { + "Dice": 0.0, + "FN": 8, + "FP": 6, + "IoU": 0.0, + "TN": 2278002, + "TP": 0, + "n_pred": 6, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8796161674905496, + "FN": 1289, + "FP": 2023, + "IoU": 0.7851025175188165, + "TN": 2262604, + "TP": 12100, + "n_pred": 14123, + "n_ref": 13389 + }, + "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": 0.8730545444122789, + "FN": 1041, + "FP": 3388, + "IoU": 0.7747087847805076, + "TN": 2258357, + "TP": 15230, + "n_pred": 18618, + "n_ref": 16271 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9617269841269841, + "FN": 4314, + "FP": 1714, + "IoU": 0.9262756225233599, + "TN": 2196252, + "TP": 75736, + "n_pred": 77450, + "n_ref": 80050 + }, + "7": { + "Dice": 0.8876553826909546, + "FN": 437, + "FP": 2437, + "IoU": 0.7980039359010402, + "TN": 2263788, + "TP": 11354, + "n_pred": 13791, + "n_ref": 11791 + }, + "8": { + "Dice": 0.8436923076923077, + "FN": 218, + "FP": 290, + "IoU": 0.729643427354976, + "TN": 2276137, + "TP": 1371, + "n_pred": 1661, + "n_ref": 1589 + }, + "9": { + "Dice": 0.7440401505646174, + "FN": 1033, + "FP": 1823, + "IoU": 0.5924075924075924, + "TN": 2271009, + "TP": 4151, + "n_pred": 5974, + "n_ref": 5184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 389, + "IoU": 0.0, + "TN": 2978555, + "TP": 0, + "n_pred": 389, + "n_ref": 0 + }, + "10": { + "Dice": 0.7565975912150195, + "FN": 2739, + "FP": 8255, + "IoU": 0.6084897261493537, + "TN": 2950863, + "TP": 17087, + "n_pred": 25342, + "n_ref": 19826 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 2978904, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "13": { + "Dice": 0.47484407484407487, + "FN": 216, + "FP": 3573, + "IoU": 0.3113413304252999, + "TN": 2973442, + "TP": 1713, + "n_pred": 5286, + "n_ref": 1929 + }, + "14": { + "Dice": 0.8542258831718778, + "FN": 1930, + "FP": 583, + "IoU": 0.7455447549615228, + "TN": 2969068, + "TP": 7363, + "n_pred": 7946, + "n_ref": 9293 + }, + "15": { + "Dice": 0.5163934426229508, + "FN": 1282, + "FP": 16, + "IoU": 0.34806629834254144, + "TN": 2976953, + "TP": 693, + "n_pred": 709, + "n_ref": 1975 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.15037086985839515, + "FN": 9, + "FP": 2511, + "IoU": 0.08129784907036092, + "TN": 2976201, + "TP": 223, + "n_pred": 2734, + "n_ref": 232 + }, + "4": { + "Dice": 0.8973776286837644, + "FN": 908, + "FP": 1937, + "IoU": 0.81385762889296, + "TN": 2963660, + "TP": 12439, + "n_pred": 14376, + "n_ref": 13347 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 2978933, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "6": { + "Dice": 0.9809277757674193, + "FN": 4525, + "FP": 2274, + "IoU": 0.96256943565125, + "TN": 2797301, + "TP": 174844, + "n_pred": 177118, + "n_ref": 179369 + }, + "7": { + "Dice": 0.924742383095867, + "FN": 1453, + "FP": 2593, + "IoU": 0.8600193744810407, + "TN": 2950040, + "TP": 24858, + "n_pred": 27451, + "n_ref": 26311 + }, + "8": { + "Dice": 0.6, + "FN": 94, + "FP": 70, + "IoU": 0.42857142857142855, + "TN": 2978657, + "TP": 123, + "n_pred": 193, + "n_ref": 217 + }, + "9": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 2978940, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 2453202, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 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": 0.3732549595885378, + "FN": 793, + "FP": 60, + "IoU": 0.22944896115627822, + "TN": 2452141, + "TP": 254, + "n_pred": 314, + "n_ref": 1047 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1013, + "IoU": 0.0, + "TN": 2452235, + "TP": 0, + "n_pred": 1013, + "n_ref": 0 + }, + "4": { + "Dice": 0.9220023282887078, + "FN": 229, + "FP": 1446, + "IoU": 0.8552915766738661, + "TN": 2441673, + "TP": 9900, + "n_pred": 11346, + "n_ref": 10129 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9754759167436644, + "FN": 2931, + "FP": 4023, + "IoU": 0.9521259018560335, + "TN": 2307992, + "TP": 138302, + "n_pred": 142325, + "n_ref": 141233 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 936, + "IoU": 0.0, + "TN": 2452312, + "TP": 0, + "n_pred": 936, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 0.15942028985507245, + "FN": 0, + "FP": 232, + "IoU": 0.08661417322834646, + "TN": 2452994, + "TP": 22, + "n_pred": 254, + "n_ref": 22 + }, + "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": 0.6717144402379664, + "FN": 607, + "FP": 0, + "IoU": 0.505700325732899, + "TN": 2452020, + "TP": 621, + "n_pred": 621, + "n_ref": 1228 + }, + "3": { + "Dice": 0.9458374684922844, + "FN": 5318, + "FP": 849, + "IoU": 0.8972406438497684, + "TN": 2393234, + "TP": 53847, + "n_pred": 54696, + "n_ref": 59165 + }, + "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": 0.9070618758218716, + "FN": 878, + "FP": 1737, + "IoU": 0.8299297606659729, + "TN": 2437872, + "TP": 12761, + "n_pred": 14498, + "n_ref": 13639 + }, + "7": { + "Dice": 0.5806150978564771, + "FN": 319, + "FP": 581, + "IoU": 0.4090610636900854, + "TN": 2451725, + "TP": 623, + "n_pred": 1204, + "n_ref": 942 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 2453138, + "TP": 0, + "n_pred": 110, + "n_ref": 0 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 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": 0.9235927243102665, + "FN": 3421, + "FP": 1456, + "IoU": 0.8580327773411347, + "TN": 2944591, + "TP": 29476, + "n_pred": 30932, + "n_ref": 32897 + }, + "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": 0.9871993458595095, + "FN": 3526, + "FP": 920, + "IoU": 0.9747222632841727, + "TN": 2803058, + "TP": 171440, + "n_pred": 172360, + "n_ref": 174966 + }, + "7": { + "Dice": 0.8380036478195987, + "FN": 72, + "FP": 905, + "IoU": 0.721175799086758, + "TN": 2975440, + "TP": 2527, + "n_pred": 3432, + "n_ref": 2599 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.023777478689995513, + "FN": 4352, + "FP": 0, + "IoU": 0.012031782065834279, + "TN": 2799307, + "TP": 53, + "n_pred": 53, + "n_ref": 4405 + }, + "10": { + "Dice": 0.3008667295975285, + "FN": 5991, + "FP": 2156, + "IoU": 0.17707070707070707, + "TN": 2793812, + "TP": 1753, + "n_pred": 3909, + "n_ref": 7744 + }, + "11": { + "Dice": 0.7201993100804907, + "FN": 722, + "FP": 738, + "IoU": 0.562743336328242, + "TN": 2800373, + "TP": 1879, + "n_pred": 2617, + "n_ref": 2601 + }, + "12": { + "Dice": 0.569502948609941, + "FN": 1525, + "FP": 1541, + "IoU": 0.39811542991755006, + "TN": 2798618, + "TP": 2028, + "n_pred": 3569, + "n_ref": 3553 + }, + "13": { + "Dice": 0.6157402685704573, + "FN": 1294, + "FP": 10009, + "IoU": 0.44481556068569184, + "TN": 2783353, + "TP": 9056, + "n_pred": 19065, + "n_ref": 10350 + }, + "14": { + "Dice": 0.9525433795765984, + "FN": 2732, + "FP": 2861, + "IoU": 0.9093869483507225, + "TN": 2741988, + "TP": 56131, + "n_pred": 58992, + "n_ref": 58863 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.35884962083273714, + "FN": 187, + "FP": 4294, + "IoU": 0.2186573670444638, + "TN": 2797977, + "TP": 1254, + "n_pred": 5548, + "n_ref": 1441 + }, + "3": { + "Dice": 0.8496920708237106, + "FN": 4343, + "FP": 343, + "IoU": 0.7386648820478501, + "TN": 2785781, + "TP": 13245, + "n_pred": 13588, + "n_ref": 17588 + }, + "4": { + "Dice": 0.8342702477618156, + "FN": 295, + "FP": 4481, + "IoU": 0.7156635113413109, + "TN": 2786915, + "TP": 12021, + "n_pred": 16502, + "n_ref": 12316 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9406228283327659, + "FN": 5000, + "FP": 7731, + "IoU": 0.887901734613014, + "TN": 2690142, + "TP": 100839, + "n_pred": 108570, + "n_ref": 105839 + }, + "7": { + "Dice": 0.0097442143727162, + "FN": 3251, + "FP": 1, + "IoU": 0.004895960832313341, + "TN": 2800444, + "TP": 16, + "n_pred": 17, + "n_ref": 3267 + }, + "8": { + "Dice": 0.9258386470751316, + "FN": 101, + "FP": 969, + "IoU": 0.8619176667957156, + "TN": 2795963, + "TP": 6679, + "n_pred": 7648, + "n_ref": 6780 + }, + "9": { + "Dice": 0.7671056858336011, + "FN": 778, + "FP": 1397, + "IoU": 0.6221990620114644, + "TN": 2797955, + "TP": 3582, + "n_pred": 4979, + "n_ref": 4360 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 2453222, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 0.39920948616600793, + "FN": 1555, + "FP": 10301, + "IoU": 0.24938271604938272, + "TN": 2437453, + "TP": 3939, + "n_pred": 14240, + "n_ref": 5494 + }, + "14": { + "Dice": 0.9506459680641677, + "FN": 2431, + "FP": 904, + "IoU": 0.905934450273594, + "TN": 2417794, + "TP": 32119, + "n_pred": 33023, + "n_ref": 34550 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 24658, + "IoU": 0.0, + "TN": 2428590, + "TP": 0, + "n_pred": 24658, + "n_ref": 0 + }, + "2": { + "Dice": 0.973383528168549, + "FN": 515, + "FP": 291, + "IoU": 0.9481471950591869, + "TN": 2437704, + "TP": 14738, + "n_pred": 15029, + "n_ref": 15253 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 112, + "IoU": 0.0, + "TN": 2453136, + "TP": 0, + "n_pred": 112, + "n_ref": 0 + }, + "4": { + "Dice": 0.7313064913722268, + "FN": 673, + "FP": 308, + "IoU": 0.5764248704663213, + "TN": 2450932, + "TP": 1335, + "n_pred": 1643, + "n_ref": 2008 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9759815570432799, + "FN": 4208, + "FP": 1543, + "IoU": 0.9530898234852687, + "TN": 2330652, + "TP": 116845, + "n_pred": 118388, + "n_ref": 121053 + }, + "7": { + "Dice": 0.021765185291720602, + "FN": 21, + "FP": 20384, + "IoU": 0.011002326483132997, + "TN": 2432616, + "TP": 227, + "n_pred": 20611, + "n_ref": 248 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 2453245, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9019127023050515, + "FN": 1183, + "FP": 17, + "IoU": 0.8213488164359088, + "TN": 2446531, + "TP": 5517, + "n_pred": 5534, + "n_ref": 6700 + }, + "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": 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": 0.9903583821153286, + "FN": 215, + "FP": 2697, + "IoU": 0.9809009103549597, + "TN": 2300780, + "TP": 149556, + "n_pred": 152253, + "n_ref": 149771 + }, + "7": { + "Dice": 0.9760831438778824, + "FN": 1609, + "FP": 232, + "IoU": 0.9532835972391392, + "TN": 2413840, + "TP": 37567, + "n_pred": 37799, + "n_ref": 39176 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9309060322037972, + "FN": 1058, + "FP": 92, + "IoU": 0.870742947060807, + "TN": 2269119, + "TP": 7747, + "n_pred": 7839, + "n_ref": 8805 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1147, + "IoU": 0.0, + "TN": 2101637, + "TP": 0, + "n_pred": 1147, + "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": 0.0, + "FN": 0, + "FP": 182, + "IoU": 0.0, + "TN": 2102602, + "TP": 0, + "n_pred": 182, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9333333333333333, + "FN": 1, + "FP": 11, + "IoU": 0.875, + "TN": 2102688, + "TP": 84, + "n_pred": 95, + "n_ref": 85 + }, + "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": 0.0, + "FN": 0, + "FP": 2409, + "IoU": 0.0, + "TN": 2100375, + "TP": 0, + "n_pred": 2409, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 2102719, + "TP": 0, + "n_pred": 65, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9322107021084127, + "FN": 4304, + "FP": 567, + "IoU": 0.8730286995281912, + "TN": 2590117, + "TP": 33492, + "n_pred": 34059, + "n_ref": 37796 + }, + "10": { + "Dice": 0.5400150943396227, + "FN": 4749, + "FP": 10488, + "IoU": 0.3698771762954386, + "TN": 2604299, + "TP": 8944, + "n_pred": 19432, + "n_ref": 13693 + }, + "11": { + "Dice": 0.7564912280701754, + "FN": 262, + "FP": 779, + "IoU": 0.608352144469526, + "TN": 2625822, + "TP": 1617, + "n_pred": 2396, + "n_ref": 1879 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7797127036353423, + "FN": 2065, + "FP": 680, + "IoU": 0.638958305931869, + "TN": 2620877, + "TP": 4858, + "n_pred": 5538, + "n_ref": 6923 + }, + "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": 0.5931069523244983, + "FN": 845, + "FP": 8765, + "IoU": 0.4215721680510413, + "TN": 2611866, + "TP": 7004, + "n_pred": 15769, + "n_ref": 7849 + }, + "3": { + "Dice": 0.7436114401760027, + "FN": 971, + "FP": 8119, + "IoU": 0.591864224137931, + "TN": 2606208, + "TP": 13182, + "n_pred": 21301, + "n_ref": 14153 + }, + "4": { + "Dice": 0.6732673267326733, + "FN": 299, + "FP": 493, + "IoU": 0.5074626865671642, + "TN": 2626872, + "TP": 816, + "n_pred": 1309, + "n_ref": 1115 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9126863879085753, + "FN": 3239, + "FP": 15663, + "IoU": 0.8393957159729126, + "TN": 2510787, + "TP": 98791, + "n_pred": 114454, + "n_ref": 102030 + }, + "7": { + "Dice": 0.767827725721214, + "FN": 14239, + "FP": 3378, + "IoU": 0.6231496534611106, + "TN": 2581732, + "TP": 29131, + "n_pred": 32509, + "n_ref": 43370 + }, + "8": { + "Dice": 0.9324618736383442, + "FN": 615, + "FP": 222, + "IoU": 0.8734693877551021, + "TN": 2621865, + "TP": 5778, + "n_pred": 6000, + "n_ref": 6393 + }, + "9": { + "Dice": 0.3015975264107189, + "FN": 8245, + "FP": 2597, + "IoU": 0.17757718273534098, + "TN": 2615297, + "TP": 2341, + "n_pred": 4938, + "n_ref": 10586 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.13234005258545137, + "FN": 1534, + "FP": 446, + "IoU": 0.07085875175973722, + "TN": 3152045, + "TP": 151, + "n_pred": 597, + "n_ref": 1685 + }, + "10": { + "Dice": 0.5438835296206427, + "FN": 6536, + "FP": 8878, + "IoU": 0.37351650138188913, + "TN": 3129572, + "TP": 9190, + "n_pred": 18068, + "n_ref": 15726 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 467, + "FP": 2, + "IoU": 0.0, + "TN": 3153707, + "TP": 0, + "n_pred": 2, + "n_ref": 467 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 54, + "IoU": 0.0, + "TN": 3154122, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + }, + "14": { + "Dice": 0.06262911374281566, + "FN": 45829, + "FP": 0, + "IoU": 0.032326858108108106, + "TN": 3106816, + "TP": 1531, + "n_pred": 1531, + "n_ref": 47360 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.21196939333211878, + "FN": 59, + "FP": 17243, + "IoU": 0.1185490855367059, + "TN": 3134547, + "TP": 2327, + "n_pred": 19570, + "n_ref": 2386 + }, + "3": { + "Dice": 0.8495023145848648, + "FN": 5912, + "FP": 1663, + "IoU": 0.7383781170131933, + "TN": 3125222, + "TP": 21379, + "n_pred": 23042, + "n_ref": 27291 + }, + "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": 0.8906512857486181, + "FN": 761, + "FP": 2424, + "IoU": 0.8028596187175043, + "TN": 3138020, + "TP": 12971, + "n_pred": 15395, + "n_ref": 13732 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7404, + "IoU": 0.0, + "TN": 3146772, + "TP": 0, + "n_pred": 7404, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.43224149004495827, + "FN": 120, + "FP": 1648, + "IoU": 0.2757066775911512, + "TN": 3151735, + "TP": 673, + "n_pred": 2321, + "n_ref": 793 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6718785168734901, + "FN": 3855, + "FP": 18012, + "IoU": 0.5058863405264942, + "TN": 2759457, + "TP": 22388, + "n_pred": 40400, + "n_ref": 26243 + }, + "11": { + "Dice": 0.6753803299764303, + "FN": 586, + "FP": 929, + "IoU": 0.5098673568424458, + "TN": 2800621, + "TP": 1576, + "n_pred": 2505, + "n_ref": 2162 + }, + "12": { + "Dice": 0.5868594514139911, + "FN": 1597, + "FP": 346, + "IoU": 0.41528739091182665, + "TN": 2800389, + "TP": 1380, + "n_pred": 1726, + "n_ref": 2977 + }, + "13": { + "Dice": 0.2834279814145586, + "FN": 2511, + "FP": 265, + "IoU": 0.1651127819548872, + "TN": 2800387, + "TP": 549, + "n_pred": 814, + "n_ref": 3060 + }, + "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": 0.9640385398290134, + "FN": 471, + "FP": 1384, + "IoU": 0.9305737490175531, + "TN": 2776993, + "TP": 24864, + "n_pred": 26248, + "n_ref": 25335 + }, + "3": { + "Dice": 0.9463314396228696, + "FN": 786, + "FP": 990, + "IoU": 0.8981300906275095, + "TN": 2786278, + "TP": 15658, + "n_pred": 16648, + "n_ref": 16444 + }, + "4": { + "Dice": 0.0, + "FN": 1709, + "FP": 5723, + "IoU": 0.0, + "TN": 2796280, + "TP": 0, + "n_pred": 5723, + "n_ref": 1709 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7057401539669361, + "FN": 45492, + "FP": 6607, + "IoU": 0.5452847479816714, + "TN": 2689137, + "TP": 62476, + "n_pred": 69083, + "n_ref": 107968 + }, + "7": { + "Dice": 0.11259011811224924, + "FN": 18095, + "FP": 33972, + "IoU": 0.05965324182770453, + "TN": 2748342, + "TP": 3303, + "n_pred": 37275, + "n_ref": 21398 + }, + "8": { + "Dice": 0.9558493775612773, + "FN": 955, + "FP": 187, + "IoU": 0.9154324644549763, + "TN": 2790208, + "TP": 12362, + "n_pred": 12549, + "n_ref": 13317 + }, + "9": { + "Dice": 0.8944542909249699, + "FN": 1112, + "FP": 2997, + "IoU": 0.8090613382899629, + "TN": 2782192, + "TP": 17411, + "n_pred": 20408, + "n_ref": 18523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8588100248708628, + "FN": 345, + "FP": 4083, + "IoU": 0.7525565800502934, + "TN": 2610585, + "TP": 13467, + "n_pred": 17550, + "n_ref": 13812 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 2628438, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "12": { + "Dice": 0.12943871706758306, + "FN": 3040, + "FP": 0, + "IoU": 0.06919779546846296, + "TN": 2625214, + "TP": 226, + "n_pred": 226, + "n_ref": 3266 + }, + "13": { + "Dice": 0.07348703170028818, + "FN": 16, + "FP": 1270, + "IoU": 0.0381451009723261, + "TN": 2627143, + "TP": 51, + "n_pred": 1321, + "n_ref": 67 + }, + "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": 0.961323218505161, + "FN": 277, + "FP": 1278, + "IoU": 0.9255268199233716, + "TN": 2607600, + "TP": 19325, + "n_pred": 20603, + "n_ref": 19602 + }, + "4": { + "Dice": 0.9489569027532535, + "FN": 1736, + "FP": 1386, + "IoU": 0.9028715427931432, + "TN": 2596337, + "TP": 29021, + "n_pred": 30407, + "n_ref": 30757 + }, + "5": { + "Dice": 0.8831081835435972, + "FN": 1431, + "FP": 663, + "IoU": 0.7906837265093962, + "TN": 2618476, + "TP": 7910, + "n_pred": 8573, + "n_ref": 9341 + }, + "6": { + "Dice": 0.9597598510468518, + "FN": 4818, + "FP": 1536, + "IoU": 0.9226329631794272, + "TN": 2546352, + "TP": 75774, + "n_pred": 77310, + "n_ref": 80592 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9620885454467831, + "FN": 840, + "FP": 2712, + "IoU": 0.9269466496647608, + "TN": 2579858, + "TP": 45070, + "n_pred": 47782, + "n_ref": 45910 + }, + "9": { + "Dice": 0.7121212121212122, + "FN": 116, + "FP": 112, + "IoU": 0.5529411764705883, + "TN": 2627970, + "TP": 282, + "n_pred": 394, + "n_ref": 398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "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": 0.08163265306122448, + "FN": 0, + "FP": 45, + "IoU": 0.0425531914893617, + "TN": 2803665, + "TP": 2, + "n_pred": 47, + "n_ref": 2 + }, + "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": 0.945543048372376, + "FN": 45, + "FP": 134, + "IoU": 0.8967109059434507, + "TN": 2801979, + "TP": 1554, + "n_pred": 1688, + "n_ref": 1599 + }, + "3": { + "Dice": 0.961164053694026, + "FN": 242, + "FP": 137, + "IoU": 0.9252318011442099, + "TN": 2798643, + "TP": 4690, + "n_pred": 4827, + "n_ref": 4932 + }, + "4": { + "Dice": 0.9365359707994819, + "FN": 1418, + "FP": 1277, + "IoU": 0.8806465899025686, + "TN": 2781132, + "TP": 19885, + "n_pred": 21162, + "n_ref": 21303 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9646269877655224, + "FN": 1736, + "FP": 2199, + "IoU": 0.9316709788327632, + "TN": 2746123, + "TP": 53654, + "n_pred": 55853, + "n_ref": 55390 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6511, + "IoU": 0.0, + "TN": 2797201, + "TP": 0, + "n_pred": 6511, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7798861480075902, + "FN": 101, + "FP": 363, + "IoU": 0.6391912908242613, + "TN": 2802426, + "TP": 822, + "n_pred": 1185, + "n_ref": 923 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9617261635788522, + "FN": 1085, + "FP": 609, + "IoU": 0.9262741001871436, + "TN": 2255039, + "TP": 21283, + "n_pred": 21892, + "n_ref": 22368 + }, + "10": { + "Dice": 0.8303951367781155, + "FN": 196, + "FP": 83, + "IoU": 0.7099792099792099, + "TN": 2277054, + "TP": 683, + "n_pred": 766, + "n_ref": 879 + }, + "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": 386, + "IoU": 0.0, + "TN": 2277630, + "TP": 0, + "n_pred": 386, + "n_ref": 0 + }, + "15": { + "Dice": 0.8413184658742802, + "FN": 15454, + "FP": 86, + "IoU": 0.7260998307952623, + "TN": 2221280, + "TP": 41196, + "n_pred": 41282, + "n_ref": 56650 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 366, + "IoU": 0.0, + "TN": 2277650, + "TP": 0, + "n_pred": 366, + "n_ref": 0 + }, + "3": { + "Dice": 0.9342844134162999, + "FN": 304, + "FP": 1428, + "IoU": 0.8766733124465964, + "TN": 2263972, + "TP": 12312, + "n_pred": 13740, + "n_ref": 12616 + }, + "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": 0.9145498025591285, + "FN": 14328, + "FP": 4217, + "IoU": 0.8425534443821846, + "TN": 2160230, + "TP": 99241, + "n_pred": 103458, + "n_ref": 113569 + }, + "7": { + "Dice": 0.9189527227245788, + "FN": 22130, + "FP": 161, + "IoU": 0.8500578485712749, + "TN": 2129352, + "TP": 126373, + "n_pred": 126534, + "n_ref": 148503 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9922371093467772, + "FN": 662, + "FP": 305, + "IoU": 0.9845938152213742, + "TN": 2740945, + "TP": 61800, + "n_pred": 62105, + "n_ref": 62462 + }, + "10": { + "Dice": 0.9185725826670752, + "FN": 1681, + "FP": 4165, + "IoU": 0.8494075218959299, + "TN": 2764892, + "TP": 32974, + "n_pred": 37139, + "n_ref": 34655 + }, + "11": { + "Dice": 0.6521739130434783, + "FN": 6, + "FP": 10, + "IoU": 0.4838709677419355, + "TN": 2803681, + "TP": 15, + "n_pred": 25, + "n_ref": 21 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5663201985727583, + "FN": 10493, + "FP": 689, + "IoU": 0.3950116323107721, + "TN": 2785229, + "TP": 7301, + "n_pred": 7990, + "n_ref": 17794 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.856396866840731, + "FN": 78, + "FP": 32, + "IoU": 0.7488584474885844, + "TN": 2803274, + "TP": 328, + "n_pred": 360, + "n_ref": 406 + }, + "4": { + "Dice": 0.9361702127659575, + "FN": 80, + "FP": 73, + "IoU": 0.88, + "TN": 2802437, + "TP": 1122, + "n_pred": 1195, + "n_ref": 1202 + }, + "5": { + "Dice": 0.7616035717607664, + "FN": 1902, + "FP": 661, + "IoU": 0.6149917380201292, + "TN": 2797055, + "TP": 4094, + "n_pred": 4755, + "n_ref": 5996 + }, + "6": { + "Dice": 0.9579332576200801, + "FN": 6487, + "FP": 847, + "IoU": 0.9192628635593034, + "TN": 2712874, + "TP": 83504, + "n_pred": 84351, + "n_ref": 89991 + }, + "7": { + "Dice": 0.8820820492389178, + "FN": 2703, + "FP": 7360, + "IoU": 0.7890400620532064, + "TN": 2756011, + "TP": 37638, + "n_pred": 44998, + "n_ref": 40341 + }, + "8": { + "Dice": 0.9595092024539877, + "FN": 156, + "FP": 405, + "IoU": 0.9221698113207547, + "TN": 2796504, + "TP": 6647, + "n_pred": 7052, + "n_ref": 6803 + }, + "9": { + "Dice": 0.9127089413637569, + "FN": 680, + "FP": 1294, + "IoU": 0.8394338701805759, + "TN": 2791418, + "TP": 10320, + "n_pred": 11614, + "n_ref": 11000 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2799, + "IoU": 0.0, + "TN": 2800913, + "TP": 0, + "n_pred": 2799, + "n_ref": 0 + }, + "10": { + "Dice": 0.5394811374192817, + "FN": 29, + "FP": 4036, + "IoU": 0.3693763574309649, + "TN": 2797266, + "TP": 2381, + "n_pred": 6417, + "n_ref": 2410 + }, + "11": { + "Dice": 0.734093637454982, + "FN": 1434, + "FP": 338, + "IoU": 0.579895685158843, + "TN": 2799494, + "TP": 2446, + "n_pred": 2784, + "n_ref": 3880 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 2803709, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": 0.8623266362341174, + "FN": 2303, + "FP": 2432, + "IoU": 0.7579738294827234, + "TN": 2784148, + "TP": 14829, + "n_pred": 17261, + "n_ref": 17132 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.5221288515406163, + "FN": 2485, + "FP": 74, + "IoU": 0.35329795299469297, + "TN": 2799755, + "TP": 1398, + "n_pred": 1472, + "n_ref": 3883 + }, + "2": { + "Dice": 0.8541168873103003, + "FN": 354, + "FP": 4164, + "IoU": 0.7453787195671776, + "TN": 2785968, + "TP": 13226, + "n_pred": 17390, + "n_ref": 13580 + }, + "3": { + "Dice": 0.7133393947265879, + "FN": 3947, + "FP": 467, + "IoU": 0.5544114677972946, + "TN": 2793806, + "TP": 5492, + "n_pred": 5959, + "n_ref": 9439 + }, + "4": { + "Dice": 0.8834457362737391, + "FN": 1678, + "FP": 1139, + "IoU": 0.7912250796709405, + "TN": 2790219, + "TP": 10676, + "n_pred": 11815, + "n_ref": 12354 + }, + "5": { + "Dice": 0.8068941259233204, + "FN": 1628, + "FP": 1666, + "IoU": 0.6762971698113207, + "TN": 2793536, + "TP": 6882, + "n_pred": 8548, + "n_ref": 8510 + }, + "6": { + "Dice": 0.8315933951669925, + "FN": 8525, + "FP": 44112, + "IoU": 0.7117328776875979, + "TN": 2621114, + "TP": 129961, + "n_pred": 174073, + "n_ref": 138486 + }, + "7": { + "Dice": 0.7193005962350104, + "FN": 107, + "FP": 8273, + "IoU": 0.5616467018883716, + "TN": 2784595, + "TP": 10737, + "n_pred": 19010, + "n_ref": 10844 + }, + "8": { + "Dice": 0.8209700656315031, + "FN": 9305, + "FP": 1879, + "IoU": 0.6963097727211014, + "TN": 2766885, + "TP": 25643, + "n_pred": 27522, + "n_ref": 34948 + }, + "9": { + "Dice": 0.8644493930033762, + "FN": 4132, + "FP": 5303, + "IoU": 0.7612601214574899, + "TN": 2764192, + "TP": 30085, + "n_pred": 35388, + "n_ref": 34217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9603389024574751, + "FN": 1346, + "FP": 2324, + "IoU": 0.9237037960999542, + "TN": 2405146, + "TP": 44432, + "n_pred": 46756, + "n_ref": 45778 + }, + "10": { + "Dice": 0.7606555511295737, + "FN": 6618, + "FP": 1794, + "IoU": 0.6137563708159236, + "TN": 2431469, + "TP": 13367, + "n_pred": 15161, + "n_ref": 19985 + }, + "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": 0.33188065705665437, + "FN": 3288, + "FP": 698, + "IoU": 0.1989549839228296, + "TN": 2448272, + "TP": 990, + "n_pred": 1688, + "n_ref": 4278 + }, + "14": { + "Dice": 0.8240638039402102, + "FN": 461, + "FP": 2870, + "IoU": 0.7007725476104922, + "TN": 2442116, + "TP": 7801, + "n_pred": 10671, + "n_ref": 8262 + }, + "15": { + "Dice": 0.0014947683109118087, + "FN": 707, + "FP": 629, + "IoU": 0.0007479431563201197, + "TN": 2451911, + "TP": 1, + "n_pred": 630, + "n_ref": 708 + }, + "2": { + "Dice": 0.7825173907336921, + "FN": 1375, + "FP": 282, + "IoU": 0.6427339370418284, + "TN": 2448610, + "TP": 2981, + "n_pred": 3263, + "n_ref": 4356 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 996, + "IoU": 0.0, + "TN": 2452252, + "TP": 0, + "n_pred": 996, + "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": 0.026054831810227493, + "FN": 47, + "FP": 95124, + "IoU": 0.013199369582348306, + "TN": 2356804, + "TP": 1273, + "n_pred": 96397, + "n_ref": 1320 + }, + "7": { + "Dice": 0.9134228787562915, + "FN": 1913, + "FP": 994, + "IoU": 0.8406424734130029, + "TN": 2435006, + "TP": 15335, + "n_pred": 16329, + "n_ref": 17248 + }, + "8": { + "Dice": 0.9005874673629243, + "FN": 2563, + "FP": 483, + "IoU": 0.819153357477884, + "TN": 2436405, + "TP": 13797, + "n_pred": 14280, + "n_ref": 16360 + }, + "9": { + "Dice": 0.8545881957854085, + "FN": 534, + "FP": 2930, + "IoU": 0.7460968995089057, + "TN": 2439605, + "TP": 10179, + "n_pred": 13109, + "n_ref": 10713 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1379, + "IoU": 0.0, + "TN": 2802333, + "TP": 0, + "n_pred": 1379, + "n_ref": 0 + }, + "10": { + "Dice": 0.18933807455769622, + "FN": 9020, + "FP": 18793, + "IoU": 0.10456842986381636, + "TN": 2772651, + "TP": 3248, + "n_pred": 22041, + "n_ref": 12268 + }, + "11": { + "Dice": 0.17235772357723578, + "FN": 445, + "FP": 64, + "IoU": 0.09430604982206406, + "TN": 2803150, + "TP": 53, + "n_pred": 117, + "n_ref": 498 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 137, + "IoU": 0.0, + "TN": 2803575, + "TP": 0, + "n_pred": 137, + "n_ref": 0 + }, + "13": { + "Dice": 0.13889268626110732, + "FN": 6078, + "FP": 221, + "IoU": 0.07462905832231527, + "TN": 2796905, + "TP": 508, + "n_pred": 729, + "n_ref": 6586 + }, + "14": { + "Dice": 0.7401289452614723, + "FN": 16581, + "FP": 1920, + "IoU": 0.5874640444176868, + "TN": 2758865, + "TP": 26346, + "n_pred": 28266, + "n_ref": 42927 + }, + "15": { + "Dice": 0.617663073069803, + "FN": 1424, + "FP": 12620, + "IoU": 0.4468252717819442, + "TN": 2778324, + "TP": 11344, + "n_pred": 23964, + "n_ref": 12768 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 9789, + "IoU": 0.0, + "TN": 2793923, + "TP": 0, + "n_pred": 9789, + "n_ref": 0 + }, + "3": { + "Dice": 0.8803177497983375, + "FN": 12663, + "FP": 987, + "IoU": 0.7862210458724217, + "TN": 2739861, + "TP": 50201, + "n_pred": 51188, + "n_ref": 62864 + }, + "4": { + "Dice": 0.1454507729017533, + "FN": 3020, + "FP": 5217, + "IoU": 0.07842917878720071, + "TN": 2794774, + "TP": 701, + "n_pred": 5918, + "n_ref": 3721 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7227302431372314, + "FN": 183943, + "FP": 1472, + "IoU": 0.5658399404307531, + "TN": 2376646, + "TP": 241651, + "n_pred": 243123, + "n_ref": 425594 + }, + "7": { + "Dice": 0.14416307063365888, + "FN": 13562, + "FP": 16584, + "IoU": 0.07768089337616643, + "TN": 2771027, + "TP": 2539, + "n_pred": 19123, + "n_ref": 16101 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.19021547156481808, + "FN": 2016, + "FP": 7154, + "IoU": 0.10510393285839759, + "TN": 2793465, + "TP": 1077, + "n_pred": 8231, + "n_ref": 3093 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8931782125859333, + "FN": 189, + "FP": 1023, + "IoU": 0.8069756330625896, + "TN": 2622201, + "TP": 5067, + "n_pred": 6090, + "n_ref": 5256 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 907, + "IoU": 0.0, + "TN": 2627573, + "TP": 0, + "n_pred": 907, + "n_ref": 0 + }, + "13": { + "Dice": 0.6546456298522414, + "FN": 11853, + "FP": 558, + "IoU": 0.48659717051377516, + "TN": 2604306, + "TP": 11763, + "n_pred": 12321, + "n_ref": 23616 + }, + "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": 0.9196738471709548, + "FN": 513, + "FP": 2403, + "IoU": 0.8512927737263501, + "TN": 2608871, + "TP": 16693, + "n_pred": 19096, + "n_ref": 17206 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.2077452044878755, + "FN": 1231, + "FP": 958, + "IoU": 0.11591276252019386, + "TN": 2626004, + "TP": 287, + "n_pred": 1245, + "n_ref": 1518 + }, + "5": { + "Dice": 0.8118209474141678, + "FN": 1454, + "FP": 1144, + "IoU": 0.6832479882955377, + "TN": 2620278, + "TP": 5604, + "n_pred": 6748, + "n_ref": 7058 + }, + "6": { + "Dice": 0.9798520715833025, + "FN": 6798, + "FP": 3526, + "IoU": 0.960499986608868, + "TN": 2367113, + "TP": 251043, + "n_pred": 254569, + "n_ref": 257841 + }, + "7": { + "Dice": 0.5785470179693529, + "FN": 1121, + "FP": 2702, + "IoU": 0.40701101287420505, + "TN": 2622033, + "TP": 2624, + "n_pred": 5326, + "n_ref": 3745 + }, + "8": { + "Dice": 0.9567391775673918, + "FN": 677, + "FP": 2316, + "IoU": 0.9170661420377401, + "TN": 2592391, + "TP": 33096, + "n_pred": 35412, + "n_ref": 33773 + }, + "9": { + "Dice": 0.8625184727705847, + "FN": 1478, + "FP": 4755, + "IoU": 0.7582703121970138, + "TN": 2602695, + "TP": 19552, + "n_pred": 24307, + "n_ref": 21030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9057998090256155, + "FN": 2619, + "FP": 1919, + "IoU": 0.8278190924267719, + "TN": 2952588, + "TP": 21818, + "n_pred": 23737, + "n_ref": 24437 + }, + "10": { + "Dice": 0.0, + "FN": 614, + "FP": 7853, + "IoU": 0.0, + "TN": 2970477, + "TP": 0, + "n_pred": 7853, + "n_ref": 614 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 319, + "IoU": 0.0, + "TN": 2978625, + "TP": 0, + "n_pred": 319, + "n_ref": 0 + }, + "12": { + "Dice": 0.49029982363315694, + "FN": 734, + "FP": 422, + "IoU": 0.3247663551401869, + "TN": 2977232, + "TP": 556, + "n_pred": 978, + "n_ref": 1290 + }, + "13": { + "Dice": 0.45227036395147313, + "FN": 6560, + "FP": 1341, + "IoU": 0.29221535429544027, + "TN": 2967781, + "TP": 3262, + "n_pred": 4603, + "n_ref": 9822 + }, + "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": 274, + "IoU": 0.0, + "TN": 2978670, + "TP": 0, + "n_pred": 274, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 2978872, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "3": { + "Dice": 0.9586718125376317, + "FN": 949, + "FP": 3238, + "IoU": 0.9206240876604296, + "TN": 2926195, + "TP": 48562, + "n_pred": 51800, + "n_ref": 49511 + }, + "4": { + "Dice": 0.029516906628185367, + "FN": 29589, + "FP": 2, + "IoU": 0.01497952797842948, + "TN": 2948903, + "TP": 450, + "n_pred": 452, + "n_ref": 30039 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.942953245879583, + "FN": 7878, + "FP": 5690, + "IoU": 0.8920638961369567, + "TN": 2853240, + "TP": 112136, + "n_pred": 117826, + "n_ref": 120014 + }, + "7": { + "Dice": 0.6160981955992986, + "FN": 9249, + "FP": 45047, + "IoU": 0.4451892422136843, + "TN": 2881080, + "TP": 43568, + "n_pred": 88615, + "n_ref": 52817 + }, + "8": { + "Dice": 0.6005884917175239, + "FN": 14448, + "FP": 212, + "IoU": 0.4291721828518028, + "TN": 2953262, + "TP": 11022, + "n_pred": 11234, + "n_ref": 25470 + }, + "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_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9700756138148483, + "FN": 404, + "FP": 1646, + "IoU": 0.9418901298259539, + "TN": 2593202, + "TP": 33228, + "n_pred": 34874, + "n_ref": 33632 + }, + "10": { + "Dice": 0.8394376618571957, + "FN": 248, + "FP": 620, + "IoU": 0.7233025183296142, + "TN": 2625343, + "TP": 2269, + "n_pred": 2889, + "n_ref": 2517 + }, + "11": { + "Dice": 0.7642626480086114, + "FN": 151, + "FP": 68, + "IoU": 0.6184668989547039, + "TN": 2627906, + "TP": 355, + "n_pred": 423, + "n_ref": 506 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 2628476, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "13": { + "Dice": 0.8930467942549628, + "FN": 2357, + "FP": 644, + "IoU": 0.8067611075338056, + "TN": 2612950, + "TP": 12529, + "n_pred": 13173, + "n_ref": 14886 + }, + "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": 0.9543464665415885, + "FN": 194, + "FP": 25, + "IoU": 0.9126794258373205, + "TN": 2625972, + "TP": 2289, + "n_pred": 2314, + "n_ref": 2483 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.11812627291242363, + "FN": 780, + "FP": 86, + "IoU": 0.06277056277056277, + "TN": 2627556, + "TP": 58, + "n_pred": 144, + "n_ref": 838 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9826348144385869, + "FN": 4281, + "FP": 3651, + "IoU": 0.9658624340446044, + "TN": 2396126, + "TP": 224422, + "n_pred": 228073, + "n_ref": 228703 + }, + "7": { + "Dice": 0.7965125843066294, + "FN": 283, + "FP": 954, + "IoU": 0.6618370694368507, + "TN": 2624822, + "TP": 2421, + "n_pred": 3375, + "n_ref": 2704 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8688073394495412, + "FN": 474, + "FP": 98, + "IoU": 0.7680454176804542, + "TN": 2626014, + "TP": 1894, + "n_pred": 1992, + "n_ref": 2368 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 249, + "IoU": 0.0, + "TN": 2978695, + "TP": 0, + "n_pred": 249, + "n_ref": 0 + }, + "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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9789219073946095, + "FN": 64, + "FP": 58, + "IoU": 0.9587140439932318, + "TN": 2975989, + "TP": 2833, + "n_pred": 2891, + "n_ref": 2897 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8281220390373318, + "FN": 2023, + "FP": 698, + "IoU": 0.7066623544631306, + "TN": 2969668, + "TP": 6555, + "n_pred": 7253, + "n_ref": 8578 + }, + "6": { + "Dice": 0.9381489078260135, + "FN": 396, + "FP": 2529, + "IoU": 0.8835032658913494, + "TN": 2953836, + "TP": 22183, + "n_pred": 24712, + "n_ref": 22579 + }, + "7": { + "Dice": 0.4986575669917375, + "FN": 1509, + "FP": 27434, + "IoU": 0.33214112652006367, + "TN": 2935607, + "TP": 14394, + "n_pred": 41828, + "n_ref": 15903 + }, + "8": { + "Dice": 0.9434707551862364, + "FN": 2540, + "FP": 1324, + "IoU": 0.8929906671466947, + "TN": 2942835, + "TP": 32245, + "n_pred": 33569, + "n_ref": 34785 + }, + "9": { + "Dice": 0.8270145400190243, + "FN": 2518, + "FP": 28, + "IoU": 0.7050509731232623, + "TN": 2970312, + "TP": 6086, + "n_pred": 6114, + "n_ref": 8604 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "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": 31, + "IoU": 0.0, + "TN": 2803681, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "14": { + "Dice": 0.02863104207719949, + "FN": 210, + "FP": 16550, + "IoU": 0.014523431528194273, + "TN": 2786705, + "TP": 247, + "n_pred": 16797, + "n_ref": 457 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 910, + "IoU": 0.0, + "TN": 2802802, + "TP": 0, + "n_pred": 910, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 2803666, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8882752164755441, + "FN": 1998, + "FP": 389, + "IoU": 0.799006399461098, + "TN": 2791836, + "TP": 9489, + "n_pred": 9878, + "n_ref": 11487 + }, + "6": { + "Dice": 0.7928062944923192, + "FN": 425, + "FP": 1787, + "IoU": 0.6567349472377405, + "TN": 2797268, + "TP": 4232, + "n_pred": 6019, + "n_ref": 4657 + }, + "7": { + "Dice": 0.6964980116108705, + "FN": 12488, + "FP": 15063, + "IoU": 0.5343283077547157, + "TN": 2744548, + "TP": 31613, + "n_pred": 46676, + "n_ref": 44101 + }, + "8": { + "Dice": 0.9766422338568935, + "FN": 1030, + "FP": 643, + "IoU": 0.9543507326257197, + "TN": 2767063, + "TP": 34976, + "n_pred": 35619, + "n_ref": 36006 + }, + "9": { + "Dice": 0.9323824140110138, + "FN": 378, + "FP": 371, + "IoU": 0.8733299509555217, + "TN": 2797799, + "TP": 5164, + "n_pred": 5535, + "n_ref": 5542 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810845/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.536279748053027, + "FN": 2343.2799999999997, + "FP": 2163.1106666666665, + "IoU": 0.457801239117585, + "TN": 2613374.2519999994, + "TP": 10599.357333333335, + "n_pred": 12762.468, + "n_ref": 12942.637333333332 + }, + "mean": { + "1": { + "Dice": 0.6156437905752691, + "FN": 3473.22, + "FP": 1025.46, + "IoU": 0.5552495018458142, + "TN": 2612019.3866666667, + "TP": 11961.933333333332, + "n_pred": 12987.393333333333, + "n_ref": 15435.153333333332 + }, + "10": { + "Dice": 0.52806425323325, + "FN": 2353.0533333333333, + "FP": 2250.9466666666667, + "IoU": 0.4289209403343962, + "TN": 2618314.2333333334, + "TP": 5561.766666666667, + "n_pred": 7812.713333333335, + "n_ref": 7914.82 + }, + "11": { + "Dice": 0.3267802163161111, + "FN": 199.75333333333336, + "FP": 132.02, + "IoU": 0.23935361776323644, + "TN": 2627937.1666666665, + "TP": 211.06, + "n_pred": 343.08000000000004, + "n_ref": 410.81333333333333 + }, + "12": { + "Dice": 0.2360486291464297, + "FN": 257.11333333333334, + "FP": 152.00666666666666, + "IoU": 0.1703981468119405, + "TN": 2627804.5800000005, + "TP": 266.30000000000007, + "n_pred": 418.3066666666667, + "n_ref": 523.4133333333333 + }, + "13": { + "Dice": 0.40317356004303584, + "FN": 2769.72, + "FP": 2043.3333333333333, + "IoU": 0.30201193874875404, + "TN": 2619860.06, + "TP": 3806.8866666666668, + "n_pred": 5850.219999999999, + "n_ref": 6576.606666666667 + }, + "14": { + "Dice": 0.4609842890943822, + "FN": 2902.806666666667, + "FP": 1951.6933333333334, + "IoU": 0.39303178709109804, + "TN": 2618283.5, + "TP": 5342.0, + "n_pred": 7293.693333333334, + "n_ref": 8244.806666666667 + }, + "15": { + "Dice": 0.38965111407719233, + "FN": 1792.1133333333332, + "FP": 1388.22, + "IoU": 0.31248773314659545, + "TN": 2621357.8266666667, + "TP": 3941.8399999999992, + "n_pred": 5330.0599999999995, + "n_ref": 5733.953333333333 + }, + "2": { + "Dice": 0.5952014459515442, + "FN": 1475.9066666666665, + "FP": 1275.2266666666667, + "IoU": 0.5366625969721032, + "TN": 2617371.586666667, + "TP": 8357.28, + "n_pred": 9632.506666666668, + "n_ref": 9833.186666666666 + }, + "3": { + "Dice": 0.5918625529389854, + "FN": 2241.9066666666668, + "FP": 1735.2066666666665, + "IoU": 0.5295364029725893, + "TN": 2615025.2600000002, + "TP": 9477.626666666667, + "n_pred": 11212.833333333332, + "n_ref": 11719.533333333335 + }, + "4": { + "Dice": 0.44961792331007, + "FN": 1089.7266666666667, + "FP": 865.6600000000002, + "IoU": 0.38626614474864124, + "TN": 2623480.2, + "TP": 3044.413333333333, + "n_pred": 3910.073333333333, + "n_ref": 4134.14 + }, + "5": { + "Dice": 0.5771978348012337, + "FN": 519.8933333333333, + "FP": 264.68666666666667, + "IoU": 0.4663956586209938, + "TN": 2626500.7866666666, + "TP": 1194.6333333333332, + "n_pred": 1459.3200000000002, + "n_ref": 1714.5266666666666 + }, + "6": { + "Dice": 0.7948937434762813, + "FN": 6180.506666666666, + "FP": 10505.993333333334, + "IoU": 0.7306849740877217, + "TN": 2539121.053333333, + "TP": 72672.44666666667, + "n_pred": 83178.44, + "n_ref": 78852.95333333334 + }, + "7": { + "Dice": 0.5505936816415797, + "FN": 7603.219999999999, + "FP": 6968.153333333333, + "IoU": 0.459255358859048, + "TN": 2595593.04, + "TP": 18315.586666666666, + "n_pred": 25283.74, + "n_ref": 25918.806666666664 + }, + "8": { + "Dice": 0.8345660828484238, + "FN": 1361.0866666666666, + "FP": 691.9733333333334, + "IoU": 0.7671217497662637, + "TN": 2616955.8133333335, + "TP": 9471.126666666667, + "n_pred": 10163.1, + "n_ref": 10832.213333333333 + }, + "9": { + "Dice": 0.6899171033416163, + "FN": 929.1733333333334, + "FP": 1196.0800000000002, + "IoU": 0.5896420349945805, + "TN": 2620989.2866666666, + "TP": 5365.460000000001, + "n_pred": 6561.540000000001, + "n_ref": 6294.633333333333 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_008/summary.json b/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_008/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..25e2c390078626a84e6a36a043ccfc8495a69a2a --- /dev/null +++ b/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_008/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7466225868728805, + "FN": 27034.628000000004, + "FP": 25738.94133333334, + "IoU": 0.6356142860236531, + "TN": 96244631.36800002, + "TP": 159555.9026666666, + "n_pred": 185294.844, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8872914637878222, + "FN": 16578.22, + "FP": 22929.02, + "IoU": 0.8199469937188956, + "TN": 96239743.68, + "TP": 177709.92, + "n_pred": 200638.94, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7151137485087616, + "FN": 18489.18, + "FP": 22421.46, + "IoU": 0.5756641308314275, + "TN": 96360316.82, + "TP": 55733.38, + "n_pred": 78154.84, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6050432635479919, + "FN": 1742.96, + "FP": 618.74, + "IoU": 0.45275484813793454, + "TN": 96452641.72, + "TP": 1957.42, + "n_pred": 2576.16, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.5605349919207027, + "FN": 2189.68, + "FP": 861.52, + "IoU": 0.4097448551119215, + "TN": 96451862.66, + "TP": 2046.98, + "n_pred": 2908.5, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.6015781801565451, + "FN": 24628.72, + "FP": 16592.76, + "IoU": 0.4505733303459274, + "TN": 96382509.94, + "TP": 33229.42, + "n_pred": 49822.18, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7119344086557353, + "FN": 51068.12, + "FP": 20001.92, + "IoU": 0.6062520075056019, + "TN": 96298600.78, + "TP": 87290.02, + "n_pred": 107291.94, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.6325748022579075, + "FN": 15876.28, + "FP": 21407.34, + "IoU": 0.5054588376554294, + "TN": 96381506.46, + "TP": 38170.76, + "n_pred": 59578.1, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.8513994296311425, + "FN": 29244.26, + "FP": 11969.26, + "IoU": 0.7705917085890972, + "TN": 96288149.88, + "TP": 127597.44, + "n_pred": 139566.7, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8754480963215978, + "FN": 15898.1, + "FP": 29174.52, + "IoU": 0.7893604882864019, + "TN": 96264383.74, + "TP": 147504.48, + "n_pred": 176679.0, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6728097976497724, + "FN": 7450.04, + "FP": 7081.3, + "IoU": 0.5726934891041046, + "TN": 96423302.04, + "TP": 19127.46, + "n_pred": 26208.76, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.665911908012724, + "FN": 7985.22, + "FP": 3200.94, + "IoU": 0.5216029434627871, + "TN": 96436607.74, + "TP": 9166.94, + "n_pred": 12367.88, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9246184310299012, + "FN": 93869.1, + "FP": 124166.66, + "IoU": 0.8671999716685383, + "TN": 94973570.56, + "TP": 1265354.52, + "n_pred": 1389521.18, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.73253538691601, + "FN": 90325.94, + "FP": 87305.36, + "IoU": 0.6062738247630155, + "TN": 96030730.82, + "TP": 248598.72, + "n_pred": 335904.08, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9115839604283887, + "FN": 17537.42, + "FP": 9421.0, + "IoU": 0.8399113666239288, + "TN": 96315170.66, + "TP": 114831.76, + "n_pred": 124252.76, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8509609342682017, + "FN": 12636.18, + "FP": 8932.32, + "IoU": 0.7461854945497872, + "TN": 96370373.02, + "TP": 65019.32, + "n_pred": 73951.64, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9257294013707152, + "FN": 4150, + "FP": 10057, + "IoU": 0.8617283229680672, + "TN": 119490573, + "TP": 88540, + "n_pred": 98597, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7538369450885359, + "FN": 10476, + "FP": 31883, + "IoU": 0.6049264116099908, + "TN": 119486102, + "TP": 64859, + "n_pred": 96742, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7010050251256281, + "FN": 1314, + "FP": 590, + "IoU": 0.539651837524178, + "TN": 119589184, + "TP": 2232, + "n_pred": 2822, + "n_ref": 3546 + }, + "12": { + "Dice": 0.6787706442086843, + "FN": 1362, + "FP": 1575, + "IoU": 0.5137417218543047, + "TN": 119587280, + "TP": 3103, + "n_pred": 4678, + "n_ref": 4465 + }, + "13": { + "Dice": 0.5268335130431493, + "FN": 24907, + "FP": 25119, + "IoU": 0.35761980584518976, + "TN": 119515444, + "TP": 27850, + "n_pred": 52969, + "n_ref": 52757 + }, + "14": { + "Dice": 0.3935585231736057, + "FN": 186363, + "FP": 2005, + "IoU": 0.2449877750611247, + "TN": 119343830, + "TP": 61122, + "n_pred": 63127, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 155307, + "IoU": 0.0, + "TN": 119405150, + "TP": 0, + "n_pred": 155307, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9529934706353453, + "FN": 4549, + "FP": 8892, + "IoU": 0.9102077627095998, + "TN": 119443630, + "TP": 136249, + "n_pred": 145141, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9440341461010059, + "FN": 7593, + "FP": 11708, + "IoU": 0.8940006370616083, + "TN": 119411234, + "TP": 162785, + "n_pred": 174493, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8264038355920379, + "FN": 22030, + "FP": 1360, + "IoU": 0.7041637154710109, + "TN": 119514256, + "TP": 55674, + "n_pred": 57034, + "n_ref": 77704 + }, + "5": { + "Dice": 0.12182026026812004, + "FN": 58989, + "FP": 17064, + "IoU": 0.06486081054495377, + "TN": 119511992, + "TP": 5275, + "n_pred": 22339, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9658968864195752, + "FN": 28968, + "FP": 52448, + "IoU": 0.9340431082112345, + "TN": 118358938, + "TP": 1152966, + "n_pred": 1205414, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 231562, + "IoU": 0.0, + "TN": 119361758, + "TP": 0, + "n_pred": 231562, + "n_ref": 0 + }, + "8": { + "Dice": 0.8024511129134, + "FN": 63884, + "FP": 45726, + "IoU": 0.6700779580411161, + "TN": 119261090, + "TP": 222620, + "n_pred": 268346, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8407869152464829, + "FN": 17726, + "FP": 4546, + "IoU": 0.7253083374444993, + "TN": 119512240, + "TP": 58808, + "n_pred": 63354, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9415299258814961, + "FN": 12753, + "FP": 9083, + "IoU": 0.8895196462362001, + "TN": 72628014, + "TP": 175810, + "n_pred": 184893, + "n_ref": 188563 + }, + "10": { + "Dice": 0.6967567830399689, + "FN": 11133, + "FP": 38759, + "IoU": 0.5346329633429717, + "TN": 72718450, + "TP": 57318, + "n_pred": 96077, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6067463706233988, + "FN": 826, + "FP": 1016, + "IoU": 0.43548881397486977, + "TN": 72822397, + "TP": 1421, + "n_pred": 2437, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6894027616037265, + "FN": 802, + "FP": 1065, + "IoU": 0.526021832952526, + "TN": 72821721, + "TP": 2072, + "n_pred": 3137, + "n_ref": 2874 + }, + "13": { + "Dice": 0.6780527938304769, + "FN": 15981, + "FP": 16498, + "IoU": 0.5129197222597142, + "TN": 72758979, + "TP": 34202, + "n_pred": 50700, + "n_ref": 50183 + }, + "14": { + "Dice": 0.870228824006976, + "FN": 4535, + "FP": 17044, + "IoU": 0.7702699825405612, + "TN": 72731728, + "TP": 72353, + "n_pred": 89397, + "n_ref": 76888 + }, + "15": { + "Dice": 0.6979058415997481, + "FN": 9238, + "FP": 19541, + "IoU": 0.5359872303376222, + "TN": 72763638, + "TP": 33243, + "n_pred": 52784, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9562973942718037, + "FN": 7779, + "FP": 3926, + "IoU": 0.9162546773605019, + "TN": 72685891, + "TP": 128064, + "n_pred": 131990, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9552460136938161, + "FN": 3467, + "FP": 8122, + "IoU": 0.9143262683985244, + "TN": 72690391, + "TP": 123680, + "n_pred": 131802, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8618575967108951, + "FN": 3951, + "FP": 3441, + "IoU": 0.7572493514170306, + "TN": 72795209, + "TP": 23059, + "n_pred": 26500, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7547593783159603, + "FN": 2593, + "FP": 1336, + "IoU": 0.6061152882205514, + "TN": 72815685, + "TP": 6046, + "n_pred": 7382, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9424576834736065, + "FN": 52725, + "FP": 88321, + "IoU": 0.8911772784366735, + "TN": 71529552, + "TP": 1155062, + "n_pred": 1243383, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.79992257361696, + "FN": 61181, + "FP": 27712, + "IoU": 0.6665591369615856, + "TN": 72559067, + "TP": 177700, + "n_pred": 205412, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9295922223367343, + "FN": 4075, + "FP": 4123, + "IoU": 0.8684468122663158, + "TN": 72763343, + "TP": 54119, + "n_pred": 58242, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8576480404752129, + "FN": 13230, + "FP": 8266, + "IoU": 0.7507739040706775, + "TN": 72739409, + "TP": 64755, + "n_pred": 73021, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9490128144648008, + "FN": 14613, + "FP": 11759, + "IoU": 0.9029727740986019, + "TN": 71537688, + "TP": 245428, + "n_pred": 257187, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7827186052846635, + "FN": 21884, + "FP": 17998, + "IoU": 0.6430054781768054, + "TN": 71697772, + "TP": 71834, + "n_pred": 89832, + "n_ref": 93718 + }, + "11": { + "Dice": 0.5648312611012434, + "FN": 1779, + "FP": 671, + "IoU": 0.3935643564356436, + "TN": 71805448, + "TP": 1590, + "n_pred": 2261, + "n_ref": 3369 + }, + "12": { + "Dice": 0.5375550957992264, + "FN": 3521, + "FP": 1620, + "IoU": 0.3675728871939968, + "TN": 71801359, + "TP": 2988, + "n_pred": 4608, + "n_ref": 6509 + }, + "13": { + "Dice": 0.6949905557476922, + "FN": 24715, + "FP": 9680, + "IoU": 0.5325559587393485, + "TN": 71735907, + "TP": 39186, + "n_pred": 48866, + "n_ref": 63901 + }, + "14": { + "Dice": 0.4619785388799059, + "FN": 365029, + "FP": 987, + "IoU": 0.3003719717561425, + "TN": 71286330, + "TP": 157142, + "n_pred": 158129, + "n_ref": 522171 + }, + "15": { + "Dice": 0.36134910682182914, + "FN": 139458, + "FP": 6194, + "IoU": 0.22051622363625661, + "TN": 71622631, + "TP": 41205, + "n_pred": 47399, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9297336067714227, + "FN": 13361, + "FP": 6820, + "IoU": 0.8686936380079899, + "TN": 71655794, + "TP": 133513, + "n_pred": 140333, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9329130372010203, + "FN": 10530, + "FP": 14562, + "IoU": 0.8742614891985748, + "TN": 71609931, + "TP": 174465, + "n_pred": 189027, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7274183304338221, + "FN": 804, + "FP": 9067, + "IoU": 0.5716083673292249, + "TN": 71786446, + "TP": 13171, + "n_pred": 22238, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8115635628274658, + "FN": 1514, + "FP": 2586, + "IoU": 0.6828834403279449, + "TN": 71796559, + "TP": 8829, + "n_pred": 11415, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9384983205594362, + "FN": 46042, + "FP": 111517, + "IoU": 0.8841232555129321, + "TN": 70449776, + "TP": 1202153, + "n_pred": 1313670, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9024567595611004, + "FN": 14224, + "FP": 33532, + "IoU": 0.8222516674606956, + "TN": 71540816, + "TP": 220916, + "n_pred": 254448, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9294393735253746, + "FN": 7767, + "FP": 3388, + "IoU": 0.8681800456140766, + "TN": 71724865, + "TP": 73468, + "n_pred": 76856, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8731426154090212, + "FN": 13852, + "FP": 7739, + "IoU": 0.7748474894415768, + "TN": 71713593, + "TP": 74304, + "n_pred": 82043, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9671781726326799, + "FN": 7052, + "FP": 7007, + "IoU": 0.9364424211463782, + "TN": 135224309, + "TP": 207142, + "n_pred": 214149, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7878518696356761, + "FN": 19503, + "FP": 15843, + "IoU": 0.6499633583552853, + "TN": 135344532, + "TP": 65632, + "n_pred": 81475, + "n_ref": 85135 + }, + "11": { + "Dice": 0.3558897243107769, + "FN": 2695, + "FP": 389, + "IoU": 0.21646341463414634, + "TN": 135441574, + "TP": 852, + "n_pred": 1241, + "n_ref": 3547 + }, + "12": { + "Dice": 0.6151385927505331, + "FN": 2623, + "FP": 987, + "IoU": 0.44418783679753654, + "TN": 135439015, + "TP": 2885, + "n_pred": 3872, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7421254624453998, + "FN": 8377, + "FP": 13998, + "IoU": 0.589983690971395, + "TN": 135390939, + "TP": 32196, + "n_pred": 46194, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9038166997317105, + "FN": 11126, + "FP": 16945, + "IoU": 0.8245123780945236, + "TN": 135285550, + "TP": 131889, + "n_pred": 148834, + "n_ref": 143015 + }, + "15": { + "Dice": 0.6735832606800348, + "FN": 20395, + "FP": 9557, + "IoU": 0.5078217431313264, + "TN": 135384654, + "TP": 30904, + "n_pred": 40461, + "n_ref": 51299 + }, + "2": { + "Dice": 0.8941440871427053, + "FN": 32891, + "FP": 8935, + "IoU": 0.8085538782646905, + "TN": 135227036, + "TP": 176648, + "n_pred": 185583, + "n_ref": 209539 + }, + "3": { + "Dice": 0.8511772679784837, + "FN": 29700, + "FP": 39246, + "IoU": 0.7409126266858567, + "TN": 135179399, + "TP": 197165, + "n_pred": 236411, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8714034506485894, + "FN": 2648, + "FP": 7444, + "IoU": 0.7721124534266681, + "TN": 135401225, + "TP": 34193, + "n_pred": 41637, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5378309661581624, + "FN": 15775, + "FP": 5311, + "IoU": 0.36783090990855943, + "TN": 135412155, + "TP": 12269, + "n_pred": 17580, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9639503876246309, + "FN": 45638, + "FP": 75287, + "IoU": 0.9304094862933879, + "TN": 133707845, + "TP": 1616740, + "n_pred": 1692027, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.8010478940097894, + "FN": 28195, + "FP": 56634, + "IoU": 0.6681233470524718, + "TN": 135189906, + "TP": 170775, + "n_pred": 227409, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8523610055467646, + "FN": 63660, + "FP": 14621, + "IoU": 0.742708299096138, + "TN": 135141260, + "TP": 225969, + "n_pred": 240590, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8541769754239227, + "FN": 17764, + "FP": 9643, + "IoU": 0.7454702489853915, + "TN": 135337833, + "TP": 80270, + "n_pred": 89913, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8963875557736243, + "FN": 22368, + "FP": 31692, + "IoU": 0.8122303807492723, + "TN": 105466099, + "TP": 233846, + "n_pred": 265538, + "n_ref": 256214 + }, + "10": { + "Dice": 0.3451884090563342, + "FN": 34391, + "FP": 64608, + "IoU": 0.2085968039778405, + "TN": 105628912, + "TP": 26094, + "n_pred": 90702, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6533419299376746, + "FN": 949, + "FP": 664, + "IoU": 0.4851579955314395, + "TN": 105750872, + "TP": 1520, + "n_pred": 2184, + "n_ref": 2469 + }, + "12": { + "Dice": 0.5727285261271198, + "FN": 2327, + "FP": 772, + "IoU": 0.40127511591962906, + "TN": 105748829, + "TP": 2077, + "n_pred": 2849, + "n_ref": 4404 + }, + "13": { + "Dice": 0.4936721820143488, + "FN": 49559, + "FP": 14734, + "IoU": 0.32773223472332597, + "TN": 105658369, + "TP": 31343, + "n_pred": 46077, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9285963971320083, + "FN": 22902, + "FP": 3857, + "IoU": 0.8667101684615308, + "TN": 105553247, + "TP": 173999, + "n_pred": 177856, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8053457904534439, + "FN": 5003, + "FP": 6081, + "IoU": 0.6741245994178696, + "TN": 105719992, + "TP": 22929, + "n_pred": 29010, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9310183784352677, + "FN": 11351, + "FP": 9623, + "IoU": 0.8709395556047824, + "TN": 105591492, + "TP": 141539, + "n_pred": 151162, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8928547023498766, + "FN": 8135, + "FP": 31064, + "IoU": 0.8064476308980664, + "TN": 105551481, + "TP": 163325, + "n_pred": 194389, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6760858867103525, + "FN": 14751, + "FP": 10261, + "IoU": 0.5106720140858848, + "TN": 105702890, + "TP": 26103, + "n_pred": 36364, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7122965799321208, + "FN": 4180, + "FP": 2432, + "IoU": 0.5531526660809624, + "TN": 105739208, + "TP": 8185, + "n_pred": 10617, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9495074136341026, + "FN": 79196, + "FP": 75807, + "IoU": 0.9038687430616282, + "TN": 104141595, + "TP": 1457407, + "n_pred": 1533214, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8108113428869075, + "FN": 21269, + "FP": 94050, + "IoU": 0.6818189343104362, + "TN": 105391573, + "TP": 247113, + "n_pred": 341163, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8998094744625614, + "FN": 5311, + "FP": 13252, + "IoU": 0.8178669544740973, + "TN": 105652085, + "TP": 83357, + "n_pred": 96609, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8036316506420853, + "FN": 14042, + "FP": 15654, + "IoU": 0.6717259371441837, + "TN": 105663544, + "TP": 60765, + "n_pred": 76419, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9479284528742248, + "FN": 12810, + "FP": 13606, + "IoU": 0.9010113955309733, + "TN": 96871021, + "TP": 240443, + "n_pred": 254049, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8130948413139281, + "FN": 13772, + "FP": 31651, + "IoU": 0.6850546021840873, + "TN": 96993655, + "TP": 98802, + "n_pred": 130453, + "n_ref": 112574 + }, + "11": { + "Dice": 0.6437295204051237, + "FN": 1400, + "FP": 992, + "IoU": 0.4746321106962442, + "TN": 97133327, + "TP": 2161, + "n_pred": 3153, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7447053406998159, + "FN": 1283, + "FP": 935, + "IoU": 0.5932514212360168, + "TN": 97132427, + "TP": 3235, + "n_pred": 4170, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7331335800873431, + "FN": 12461, + "FP": 14793, + "IoU": 0.5786984077910032, + "TN": 97073190, + "TP": 37436, + "n_pred": 52229, + "n_ref": 49897 + }, + "14": { + "Dice": 0.810649427232918, + "FN": 78881, + "FP": 7816, + "IoU": 0.6815899750625273, + "TN": 96865599, + "TP": 185584, + "n_pred": 193400, + "n_ref": 264465 + }, + "15": { + "Dice": 0.4550598590626883, + "FN": 5001, + "FP": 36603, + "IoU": 0.29454853751589655, + "TN": 97078905, + "TP": 17371, + "n_pred": 53974, + "n_ref": 22372 + }, + "2": { + "Dice": 0.935724537897168, + "FN": 9572, + "FP": 8072, + "IoU": 0.8792127331850077, + "TN": 96991805, + "TP": 128431, + "n_pred": 136503, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9346969436539918, + "FN": 11638, + "FP": 8878, + "IoU": 0.877400039440424, + "TN": 96970539, + "TP": 146825, + "n_pred": 155703, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9044120295335855, + "FN": 2385, + "FP": 2923, + "IoU": 0.8255037969689997, + "TN": 97107461, + "TP": 25111, + "n_pred": 28034, + "n_ref": 27496 + }, + "5": { + "Dice": 0.822544046983449, + "FN": 2308, + "FP": 3010, + "IoU": 0.6985773394547412, + "TN": 97120237, + "TP": 12325, + "n_pred": 15335, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9399765980554406, + "FN": 46312, + "FP": 139386, + "IoU": 0.8867507984551106, + "TN": 95498151, + "TP": 1454031, + "n_pred": 1593417, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9199238278417634, + "FN": 13195, + "FP": 28771, + "IoU": 0.8517212503665805, + "TN": 96854859, + "TP": 241055, + "n_pred": 269826, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9312076226655975, + "FN": 8434, + "FP": 9240, + "IoU": 0.8712708309054888, + "TN": 97000584, + "TP": 119622, + "n_pred": 128862, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8295440811119318, + "FN": 6808, + "FP": 18578, + "IoU": 0.7087358590146631, + "TN": 97050722, + "TP": 61772, + "n_pred": 80350, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9624593505731321, + "FN": 3774, + "FP": 9467, + "IoU": 0.9276353182931095, + "TN": 130583816, + "TP": 169735, + "n_pred": 179202, + "n_ref": 173509 + }, + "10": { + "Dice": 0.7980621660102439, + "FN": 12508, + "FP": 20255, + "IoU": 0.663979569859389, + "TN": 130669289, + "TP": 64740, + "n_pred": 84995, + "n_ref": 77248 + }, + "11": { + "Dice": 0.718213058419244, + "FN": 1541, + "FP": 427, + "IoU": 0.5603217158176944, + "TN": 130762316, + "TP": 2508, + "n_pred": 2935, + "n_ref": 4049 + }, + "12": { + "Dice": 0.6146530468474815, + "FN": 1583, + "FP": 605, + "IoU": 0.4436816679379608, + "TN": 130762859, + "TP": 1745, + "n_pred": 2350, + "n_ref": 3328 + }, + "13": { + "Dice": 0.7145759663851016, + "FN": 20042, + "FP": 12971, + "IoU": 0.5559068040571444, + "TN": 130692454, + "TP": 41325, + "n_pred": 54296, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9349409834459791, + "FN": 6710, + "FP": 14544, + "IoU": 0.8778302130814906, + "TN": 130592821, + "TP": 152717, + "n_pred": 167261, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8313478076977302, + "FN": 5203, + "FP": 4367, + "IoU": 0.7113731640377597, + "TN": 130733635, + "TP": 23587, + "n_pred": 27954, + "n_ref": 28790 + }, + "2": { + "Dice": 0.8521602827177382, + "FN": 16828, + "FP": 35046, + "IoU": 0.7424035515475949, + "TN": 130565415, + "TP": 149503, + "n_pred": 184549, + "n_ref": 166331 + }, + "3": { + "Dice": 0.8318760688834199, + "FN": 36421, + "FP": 15976, + "IoU": 0.7121470990567333, + "TN": 130584765, + "TP": 129630, + "n_pred": 145606, + "n_ref": 166051 + }, + "4": { + "Dice": 0.665806118497483, + "FN": 11883, + "FP": 6240, + "IoU": 0.49903250773993807, + "TN": 130730616, + "TP": 18053, + "n_pred": 24293, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6165108484741577, + "FN": 13834, + "FP": 7906, + "IoU": 0.4456202983552212, + "TN": 130727577, + "TP": 17475, + "n_pred": 25381, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9632918365504548, + "FN": 29985, + "FP": 69636, + "IoU": 0.9291832267869824, + "TN": 129360049, + "TP": 1307122, + "n_pred": 1376758, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.8684560185832451, + "FN": 26262, + "FP": 100757, + "IoU": 0.7674964763595761, + "TN": 130220482, + "TP": 419291, + "n_pred": 520048, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8873124757420814, + "FN": 19893, + "FP": 33529, + "IoU": 0.7974498288132187, + "TN": 130503045, + "TP": 210325, + "n_pred": 243854, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8760291506772151, + "FN": 14939, + "FP": 9710, + "IoU": 0.7794055790726604, + "TN": 130655053, + "TP": 87090, + "n_pred": 96800, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7456236718656029, + "FN": 14878, + "FP": 112010, + "IoU": 0.5944178434669207, + "TN": 71923154, + "TP": 185966, + "n_pred": 297976, + "n_ref": 200844 + }, + "10": { + "Dice": 0.49536967512639535, + "FN": 32975, + "FP": 27511, + "IoU": 0.3292301550336017, + "TN": 72145834, + "TP": 29688, + "n_pred": 57199, + "n_ref": 62663 + }, + "11": { + "Dice": 0.530718954248366, + "FN": 1672, + "FP": 123, + "IoU": 0.3612099644128114, + "TN": 72233198, + "TP": 1015, + "n_pred": 1138, + "n_ref": 2687 + }, + "12": { + "Dice": 0.5406048250084947, + "FN": 2480, + "FP": 224, + "IoU": 0.37043073341094296, + "TN": 72231713, + "TP": 1591, + "n_pred": 1815, + "n_ref": 4071 + }, + "13": { + "Dice": 0.3643172114509694, + "FN": 49618, + "FP": 23038, + "IoU": 0.2227309683769096, + "TN": 72142532, + "TP": 20820, + "n_pred": 43858, + "n_ref": 70438 + }, + "14": { + "Dice": 0.2873710764834576, + "FN": 48100, + "FP": 79586, + "IoU": 0.1677952956051906, + "TN": 72082577, + "TP": 25745, + "n_pred": 105331, + "n_ref": 73845 + }, + "15": { + "Dice": 0.36093617021276597, + "FN": 7111, + "FP": 67979, + "IoU": 0.22020873357910586, + "TN": 72139713, + "TP": 21205, + "n_pred": 89184, + "n_ref": 28316 + }, + "2": { + "Dice": 0.3879656445378047, + "FN": 96082, + "FP": 2398, + "IoU": 0.24066834755923605, + "TN": 72106315, + "TP": 31213, + "n_pred": 33611, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7224679380479067, + "FN": 8737, + "FP": 113812, + "IoU": 0.5655184394698962, + "TN": 71953950, + "TP": 159509, + "n_pred": 273321, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 30772, + "IoU": 0.0, + "TN": 72205236, + "TP": 0, + "n_pred": 30772, + "n_ref": 0 + }, + "5": { + "Dice": 0.7941653160453809, + "FN": 142, + "FP": 4049, + "IoU": 0.6586021505376344, + "TN": 72223732, + "TP": 8085, + "n_pred": 12134, + "n_ref": 8227 + }, + "6": { + "Dice": 0.8271841082674528, + "FN": 277142, + "FP": 238748, + "IoU": 0.7052974930664451, + "TN": 70485463, + "TP": 1234655, + "n_pred": 1473403, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.623795155240969, + "FN": 62756, + "FP": 270759, + "IoU": 0.4532720238680699, + "TN": 71625988, + "TP": 276505, + "n_pred": 547264, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9272761013992503, + "FN": 5120, + "FP": 4677, + "IoU": 0.8644126439326838, + "TN": 72163752, + "TP": 62459, + "n_pred": 67136, + "n_ref": 67579 + }, + "9": { + "Dice": 0.6082493398296575, + "FN": 25089, + "FP": 6510, + "IoU": 0.43703901656867983, + "TN": 72179878, + "TP": 24531, + "n_pred": 31041, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7898156403398202, + "FN": 11921, + "FP": 29099, + "IoU": 0.6526407600917936, + "TN": 52435029, + "TP": 77071, + "n_pred": 106170, + "n_ref": 88992 + }, + "10": { + "Dice": 0.30552552552552553, + "FN": 37010, + "FP": 9242, + "IoU": 0.18030695069648744, + "TN": 52496694, + "TP": 10174, + "n_pred": 19416, + "n_ref": 47184 + }, + "11": { + "Dice": 0.08456486042692939, + "FN": 1939, + "FP": 291, + "IoU": 0.04414916416630947, + "TN": 52550787, + "TP": 103, + "n_pred": 394, + "n_ref": 2042 + }, + "12": { + "Dice": 0.005541871921182266, + "FN": 4048, + "FP": 2412, + "IoU": 0.002778635381290522, + "TN": 52546642, + "TP": 18, + "n_pred": 2430, + "n_ref": 4066 + }, + "13": { + "Dice": 0.4333273533406802, + "FN": 13161, + "FP": 8950, + "IoU": 0.276590871912318, + "TN": 52522555, + "TP": 8454, + "n_pred": 17404, + "n_ref": 21615 + }, + "14": { + "Dice": 0.350419527078566, + "FN": 42055, + "FP": 9041, + "IoU": 0.21242948302968648, + "TN": 52488242, + "TP": 13782, + "n_pred": 22823, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 51751, + "IoU": 0.0, + "TN": 52476100, + "TP": 0, + "n_pred": 51751, + "n_ref": 25269 + }, + "2": { + "Dice": 0.7602984268168499, + "FN": 43614, + "FP": 14057, + "IoU": 0.6132914914874642, + "TN": 52403987, + "TP": 91462, + "n_pred": 105519, + "n_ref": 135076 + }, + "3": { + "Dice": 0.8296255892780613, + "FN": 25976, + "FP": 22127, + "IoU": 0.7088548601864181, + "TN": 52387900, + "TP": 117117, + "n_pred": 139244, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 1799, + "IoU": 0.0, + "TN": 52549441, + "TP": 0, + "n_pred": 1799, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7537041013528022, + "FN": 1017, + "FP": 2424, + "IoU": 0.6047553411440386, + "TN": 52544414, + "TP": 5265, + "n_pred": 7689, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9205603497672465, + "FN": 53888, + "FP": 70193, + "IoU": 0.8528131698411776, + "TN": 51710103, + "TP": 718936, + "n_pred": 789129, + "n_ref": 772824 + }, + "7": { + "Dice": 0.49317030059627026, + "FN": 126938, + "FP": 8977, + "IoU": 0.3272900054939344, + "TN": 52351079, + "TP": 66126, + "n_pred": 75103, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8681058300163896, + "FN": 13186, + "FP": 897, + "IoU": 0.7669496433831439, + "TN": 52492691, + "TP": 46346, + "n_pred": 47243, + "n_ref": 59532 + }, + "9": { + "Dice": 0.7962625465821614, + "FN": 19544, + "FP": 10416, + "IoU": 0.6614918762569769, + "TN": 52464614, + "TP": 58546, + "n_pred": 68962, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9444719788127294, + "FN": 15451, + "FP": 17152, + "IoU": 0.8947862679669801, + "TN": 143827376, + "TP": 277271, + "n_pred": 294423, + "n_ref": 292722 + }, + "10": { + "Dice": 0.7303933978026429, + "FN": 33362, + "FP": 14563, + "IoU": 0.5752911150103684, + "TN": 144024408, + "TP": 64917, + "n_pred": 79480, + "n_ref": 98279 + }, + "11": { + "Dice": 0.4924406047516199, + "FN": 4339, + "FP": 361, + "IoU": 0.32664756446991405, + "TN": 144130270, + "TP": 2280, + "n_pred": 2641, + "n_ref": 6619 + }, + "12": { + "Dice": 0.5071959145775302, + "FN": 3461, + "FP": 785, + "IoU": 0.33976053490903435, + "TN": 144130819, + "TP": 2185, + "n_pred": 2970, + "n_ref": 5646 + }, + "13": { + "Dice": 0.793568088365718, + "FN": 25560, + "FP": 15406, + "IoU": 0.6577810821422306, + "TN": 144017543, + "TP": 78741, + "n_pred": 94147, + "n_ref": 104301 + }, + "14": { + "Dice": 0.871173325619893, + "FN": 89336, + "FP": 5529, + "IoU": 0.7717511867783389, + "TN": 143721629, + "TP": 320756, + "n_pred": 326285, + "n_ref": 410092 + }, + "15": { + "Dice": 0.606092073381793, + "FN": 8658, + "FP": 9550, + "IoU": 0.4348149987583809, + "TN": 144105034, + "TP": 14008, + "n_pred": 23558, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9051723549604516, + "FN": 5403, + "FP": 22387, + "IoU": 0.8267715553782476, + "TN": 143976826, + "TP": 132634, + "n_pred": 155021, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9063192229984665, + "FN": 25267, + "FP": 5521, + "IoU": 0.8286871654480908, + "TN": 143957532, + "TP": 148930, + "n_pred": 154451, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9227563855235743, + "FN": 3338, + "FP": 4670, + "IoU": 0.8565902578796561, + "TN": 144081410, + "TP": 47832, + "n_pred": 52502, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7106304585152838, + "FN": 11302, + "FP": 5662, + "IoU": 0.5511456845001852, + "TN": 144099456, + "TP": 20830, + "n_pred": 26492, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8692502446844526, + "FN": 38822, + "FP": 358208, + "IoU": 0.7687379463034942, + "TN": 142420453, + "TP": 1319767, + "n_pred": 1677975, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.8633295991693762, + "FN": 27882, + "FP": 42146, + "IoU": 0.7595250114179948, + "TN": 143846043, + "TP": 221179, + "n_pred": 263325, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8701860694312047, + "FN": 26921, + "FP": 33406, + "IoU": 0.7702029917378668, + "TN": 143874727, + "TP": 202196, + "n_pred": 235602, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8845015216951736, + "FN": 9160, + "FP": 13117, + "IoU": 0.7929204197923347, + "TN": 144029673, + "TP": 85300, + "n_pred": 98417, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9248739652209836, + "FN": 10284, + "FP": 22813, + "IoU": 0.8602470178401773, + "TN": 111542095, + "TP": 203728, + "n_pred": 226541, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6189868028948489, + "FN": 19103, + "FP": 14012, + "IoU": 0.4482120838471023, + "TN": 111718906, + "TP": 26899, + "n_pred": 40911, + "n_ref": 46002 + }, + "11": { + "Dice": 0.6237487055574732, + "FN": 1988, + "FP": 192, + "IoU": 0.4532229746676699, + "TN": 111774933, + "TP": 1807, + "n_pred": 1999, + "n_ref": 3795 + }, + "12": { + "Dice": 0.613093565608317, + "FN": 2478, + "FP": 276, + "IoU": 0.4420583468395462, + "TN": 111773984, + "TP": 2182, + "n_pred": 2458, + "n_ref": 4660 + }, + "13": { + "Dice": 0.584317807443938, + "FN": 24033, + "FP": 17100, + "IoU": 0.4127464557486116, + "TN": 111708877, + "TP": 28910, + "n_pred": 46010, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8273632150151385, + "FN": 5488, + "FP": 30605, + "IoU": 0.7055579575953859, + "TN": 111656339, + "TP": 86488, + "n_pred": 117093, + "n_ref": 91976 + }, + "15": { + "Dice": 0.34677549267035385, + "FN": 7503, + "FP": 4662, + "IoU": 0.20975704820059762, + "TN": 111763526, + "TP": 3229, + "n_pred": 7891, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8759904849584649, + "FN": 41699, + "FP": 4907, + "IoU": 0.7793443678509204, + "TN": 111567704, + "TP": 164610, + "n_pred": 169517, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7427285637876021, + "FN": 3034, + "FP": 38813, + "IoU": 0.5907463912686305, + "TN": 111676668, + "TP": 60405, + "n_pred": 99218, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8811765331631296, + "FN": 2112, + "FP": 2356, + "IoU": 0.7875921083907773, + "TN": 111757885, + "TP": 16567, + "n_pred": 18923, + "n_ref": 18679 + }, + "5": { + "Dice": 0.5036713633657471, + "FN": 16264, + "FP": 3744, + "IoU": 0.336604774535809, + "TN": 111748760, + "TP": 10152, + "n_pred": 13896, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9647919016057762, + "FN": 45997, + "FP": 40766, + "IoU": 0.9319787037044296, + "TN": 110503393, + "TP": 1188764, + "n_pred": 1229530, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.819230068698832, + "FN": 62976, + "FP": 14438, + "IoU": 0.6938100700075149, + "TN": 111526090, + "TP": 175416, + "n_pred": 189854, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8444837090693086, + "FN": 54046, + "FP": 28161, + "IoU": 0.7308280425792467, + "TN": 111473513, + "TP": 223200, + "n_pred": 251361, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8260869565217391, + "FN": 18266, + "FP": 7870, + "IoU": 0.7037037037037037, + "TN": 111690711, + "TP": 62073, + "n_pred": 69943, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8818170234454639, + "FN": 26994, + "FP": 10106, + "IoU": 0.7886160332744573, + "TN": 198912365, + "TP": 138410, + "n_pred": 148516, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7188192390920142, + "FN": 21438, + "FP": 11177, + "IoU": 0.5610599698535745, + "TN": 199013571, + "TP": 41689, + "n_pred": 52866, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7398533007334963, + "FN": 1409, + "FP": 719, + "IoU": 0.587116802483508, + "TN": 199082721, + "TP": 3026, + "n_pred": 3745, + "n_ref": 4435 + }, + "12": { + "Dice": 0.6559349593495934, + "FN": 1318, + "FP": 798, + "IoU": 0.48802322767965156, + "TN": 199083742, + "TP": 2017, + "n_pred": 2815, + "n_ref": 3335 + }, + "13": { + "Dice": 0.3938084833119277, + "FN": 23789, + "FP": 12554, + "IoU": 0.24518152363545734, + "TN": 199039727, + "TP": 11805, + "n_pred": 24359, + "n_ref": 35594 + }, + "14": { + "Dice": 0.4892998387741322, + "FN": 29194, + "FP": 7867, + "IoU": 0.3238894463194381, + "TN": 199033060, + "TP": 17754, + "n_pred": 25621, + "n_ref": 46948 + }, + "15": { + "Dice": 0.7911984662070367, + "FN": 45095, + "FP": 4240, + "IoU": 0.6545313222133524, + "TN": 198945069, + "TP": 93471, + "n_pred": 97711, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9286683870582795, + "FN": 5064, + "FP": 14064, + "IoU": 0.8668356051851129, + "TN": 198944233, + "TP": 124514, + "n_pred": 138578, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9471167197435001, + "FN": 7527, + "FP": 7136, + "IoU": 0.8995457877465455, + "TN": 198941908, + "TP": 131304, + "n_pred": 138440, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8089717605728955, + "FN": 2152, + "FP": 4917, + "IoU": 0.6792213096156464, + "TN": 199065838, + "TP": 14968, + "n_pred": 19885, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6850433894844309, + "FN": 6648, + "FP": 5692, + "IoU": 0.5209627329192547, + "TN": 199062115, + "TP": 13420, + "n_pred": 19112, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9429080001598859, + "FN": 46300, + "FP": 87962, + "IoU": 0.8919829118965059, + "TN": 197844905, + "TP": 1108708, + "n_pred": 1196670, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8614169805853376, + "FN": 13484, + "FP": 32428, + "IoU": 0.7565693198447541, + "TN": 198899271, + "TP": 142692, + "n_pred": 175120, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9074200564036591, + "FN": 10083, + "FP": 12010, + "IoU": 0.8305296667050205, + "TN": 198957510, + "TP": 108272, + "n_pred": 120282, + "n_ref": 118355 + }, + "9": { + "Dice": 0.890956409230754, + "FN": 13191, + "FP": 8890, + "IoU": 0.8033556269981922, + "TN": 198975586, + "TP": 90208, + "n_pred": 99098, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8686831548277104, + "FN": 11901, + "FP": 40244, + "IoU": 0.7678513393791264, + "TN": 130850573, + "TP": 172474, + "n_pred": 212718, + "n_ref": 184375 + }, + "10": { + "Dice": 0.7215054259512715, + "FN": 12345, + "FP": 41984, + "IoU": 0.5643398420271841, + "TN": 130950487, + "TP": 70376, + "n_pred": 112360, + "n_ref": 82721 + }, + "11": { + "Dice": 0.5764388489208633, + "FN": 1507, + "FP": 2261, + "IoU": 0.4049273531269741, + "TN": 131068860, + "TP": 2564, + "n_pred": 4825, + "n_ref": 4071 + }, + "12": { + "Dice": 0.6874031208019015, + "FN": 1309, + "FP": 1716, + "IoU": 0.5236970555817981, + "TN": 131068841, + "TP": 3326, + "n_pred": 5042, + "n_ref": 4635 + }, + "13": { + "Dice": 0.5210475589546598, + "FN": 52585, + "FP": 16490, + "IoU": 0.3523085289925737, + "TN": 130968544, + "TP": 37573, + "n_pred": 54063, + "n_ref": 90158 + }, + "14": { + "Dice": 0.5791776666034626, + "FN": 16904, + "FP": 40800, + "IoU": 0.40763553119193535, + "TN": 130977779, + "TP": 39709, + "n_pred": 80509, + "n_ref": 56613 + }, + "15": { + "Dice": 0.5671587012123089, + "FN": 2854, + "FP": 34885, + "IoU": 0.3958279969262295, + "TN": 131012728, + "TP": 24725, + "n_pred": 59610, + "n_ref": 27579 + }, + "2": { + "Dice": 0.8943983017794231, + "FN": 20373, + "FP": 12659, + "IoU": 0.8089697250093977, + "TN": 130902277, + "TP": 139883, + "n_pred": 152542, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7756773189252588, + "FN": 10185, + "FP": 93859, + "IoU": 0.6335562763930419, + "TN": 130791263, + "TP": 179885, + "n_pred": 273744, + "n_ref": 190070 + }, + "4": { + "Dice": 0.7818217331857543, + "FN": 25048, + "FP": 1760, + "IoU": 0.6417958311063602, + "TN": 131000352, + "TP": 48032, + "n_pred": 49792, + "n_ref": 73080 + }, + "5": { + "Dice": 0.6583711348786883, + "FN": 6789, + "FP": 1420, + "IoU": 0.49072523109374033, + "TN": 131059073, + "TP": 7910, + "n_pred": 9330, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8789913807848123, + "FN": 44417, + "FP": 347535, + "IoU": 0.7841076024912187, + "TN": 129259695, + "TP": 1423545, + "n_pred": 1771080, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.5790893421720479, + "FN": 117149, + "FP": 842324, + "IoU": 0.40754803194823075, + "TN": 129455697, + "TP": 660022, + "n_pred": 1502346, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9117193642375938, + "FN": 9906, + "FP": 13000, + "IoU": 0.8377612669721717, + "TN": 130934005, + "TP": 118281, + "n_pred": 131281, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6858339195958603, + "FN": 25086, + "FP": 11979, + "IoU": 0.5218776605350739, + "TN": 130997670, + "TP": 40457, + "n_pred": 52436, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.823525243857315, + "FN": 6328, + "FP": 83336, + "IoU": 0.6999939773951565, + "TN": 101318326, + "TP": 209210, + "n_pred": 292546, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8086324890269655, + "FN": 9253, + "FP": 8056, + "IoU": 0.678743109560311, + "TN": 101563321, + "TP": 36570, + "n_pred": 44626, + "n_ref": 45823 + }, + "11": { + "Dice": 0.7262247838616714, + "FN": 1935, + "FP": 345, + "IoU": 0.5701357466063348, + "TN": 101611896, + "TP": 3024, + "n_pred": 3369, + "n_ref": 4959 + }, + "12": { + "Dice": 0.5004676018704075, + "FN": 3617, + "FP": 122, + "IoU": 0.33374910905203137, + "TN": 101611588, + "TP": 1873, + "n_pred": 1995, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7306019205945337, + "FN": 11126, + "FP": 24979, + "IoU": 0.5755498865546712, + "TN": 101532137, + "TP": 48958, + "n_pred": 73937, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9043585817828025, + "FN": 1816, + "FP": 10865, + "IoU": 0.8254147449576651, + "TN": 101544565, + "TP": 59954, + "n_pred": 70819, + "n_ref": 61770 + }, + "15": { + "Dice": 0.6891907287618517, + "FN": 6044, + "FP": 18509, + "IoU": 0.5257749879285369, + "TN": 101565425, + "TP": 27222, + "n_pred": 45731, + "n_ref": 33266 + }, + "2": { + "Dice": 0.8810609043516608, + "FN": 32490, + "FP": 5269, + "IoU": 0.7874073823840732, + "TN": 101439588, + "TP": 139853, + "n_pred": 145122, + "n_ref": 172343 + }, + "3": { + "Dice": 0.898377650037489, + "FN": 7624, + "FP": 29784, + "IoU": 0.8155041971216919, + "TN": 101414442, + "TP": 165350, + "n_pred": 195134, + "n_ref": 172974 + }, + "4": { + "Dice": 0.267713143081923, + "FN": 1921, + "FP": 76266, + "IoU": 0.15454319358989607, + "TN": 101524721, + "TP": 14292, + "n_pred": 90558, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7359388932819624, + "FN": 8500, + "FP": 7195, + "IoU": 0.5822019911622212, + "TN": 101579634, + "TP": 21871, + "n_pred": 29066, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8846954814078118, + "FN": 203377, + "FP": 143392, + "IoU": 0.7932322219267376, + "TN": 99940106, + "TP": 1330325, + "n_pred": 1473717, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8636100598424131, + "FN": 45039, + "FP": 75870, + "IoU": 0.7599592616269143, + "TN": 101113498, + "TP": 382793, + "n_pred": 458663, + "n_ref": 427832 + }, + "8": { + "Dice": 0.8904581271934389, + "FN": 43678, + "FP": 2642, + "IoU": 0.8025457614691414, + "TN": 101382614, + "TP": 188266, + "n_pred": 190908, + "n_ref": 231944 + }, + "9": { + "Dice": 0.905882565644756, + "FN": 5841, + "FP": 9776, + "IoU": 0.8279573446140965, + "TN": 101526426, + "TP": 75157, + "n_pred": 84933, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9142905591977873, + "FN": 12094, + "FP": 25309, + "IoU": 0.8421134834401304, + "TN": 118945314, + "TP": 199495, + "n_pred": 224804, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7433823697636642, + "FN": 15763, + "FP": 29103, + "IoU": 0.5915740412012636, + "TN": 119072361, + "TP": 64985, + "n_pred": 94088, + "n_ref": 80748 + }, + "11": { + "Dice": 0.5776492082825823, + "FN": 2141, + "FP": 633, + "IoU": 0.406122885891672, + "TN": 119177541, + "TP": 1897, + "n_pred": 2530, + "n_ref": 4038 + }, + "12": { + "Dice": 0.5528678304239402, + "FN": 1918, + "FP": 1668, + "IoU": 0.3820437704635533, + "TN": 119176409, + "TP": 2217, + "n_pred": 3885, + "n_ref": 4135 + }, + "13": { + "Dice": 0.6605938871332984, + "FN": 7258, + "FP": 19271, + "IoU": 0.49319909830741604, + "TN": 119129866, + "TP": 25817, + "n_pred": 45088, + "n_ref": 33075 + }, + "14": { + "Dice": 0.019938357472110847, + "FN": 65136, + "FP": 6728, + "IoU": 0.010069564019560575, + "TN": 119109617, + "TP": 731, + "n_pred": 7459, + "n_ref": 65867 + }, + "15": { + "Dice": 0.34675177911487126, + "FN": 9367, + "FP": 33409, + "IoU": 0.20973969591161853, + "TN": 119128083, + "TP": 11353, + "n_pred": 44762, + "n_ref": 20720 + }, + "2": { + "Dice": 0.8849403428846775, + "FN": 31872, + "FP": 10154, + "IoU": 0.7936260066784522, + "TN": 118978572, + "TP": 161614, + "n_pred": 171768, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9076999478558836, + "FN": 14221, + "FP": 22951, + "IoU": 0.8309987224427259, + "TN": 118962261, + "TP": 182779, + "n_pred": 205730, + "n_ref": 197000 + }, + "4": { + "Dice": 0.7275270558786718, + "FN": 13691, + "FP": 8515, + "IoU": 0.571742652163851, + "TN": 119130360, + "TP": 29646, + "n_pred": 38161, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8152202241334375, + "FN": 5210, + "FP": 462, + "IoU": 0.688077430708315, + "TN": 119164028, + "TP": 12512, + "n_pred": 12974, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9447694224298323, + "FN": 85289, + "FP": 108050, + "IoU": 0.8953203617405693, + "TN": 117335253, + "TP": 1653620, + "n_pred": 1761670, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.815880149812734, + "FN": 25326, + "FP": 97574, + "IoU": 0.6890182186234818, + "TN": 118787012, + "TP": 272300, + "n_pred": 369874, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9496038462481909, + "FN": 4739, + "FP": 3479, + "IoU": 0.9040435295353969, + "TN": 119096569, + "TP": 77425, + "n_pred": 80904, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8907492886500158, + "FN": 15085, + "FP": 2193, + "IoU": 0.8030189023417015, + "TN": 119094498, + "TP": 70436, + "n_pred": 72629, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 78175, + "IoU": 0.0, + "TN": 61254305, + "TP": 0, + "n_pred": 78175, + "n_ref": 0 + }, + "10": { + "Dice": 0.6838238214385003, + "FN": 8601, + "FP": 15282, + "IoU": 0.5195534097767048, + "TN": 61282770, + "TP": 25827, + "n_pred": 41109, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7872608257804632, + "FN": 737, + "FP": 953, + "IoU": 0.6491592277351048, + "TN": 61327663, + "TP": 3127, + "n_pred": 4080, + "n_ref": 3864 + }, + "12": { + "Dice": 0.26818607555416796, + "FN": 3991, + "FP": 697, + "IoU": 0.15485848206237607, + "TN": 61326933, + "TP": 859, + "n_pred": 1556, + "n_ref": 4850 + }, + "13": { + "Dice": 0.5129668049792531, + "FN": 27971, + "FP": 18979, + "IoU": 0.3449598883850715, + "TN": 61260805, + "TP": 24725, + "n_pred": 43704, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9049389930073177, + "FN": 36728, + "FP": 12402, + "IoU": 0.8263822629321007, + "TN": 61049502, + "TP": 233848, + "n_pred": 246250, + "n_ref": 270576 + }, + "15": { + "Dice": 0.75873047239513, + "FN": 29116, + "FP": 14838, + "IoU": 0.6112536040896468, + "TN": 61219414, + "TP": 69112, + "n_pred": 83950, + "n_ref": 98228 + }, + "2": { + "Dice": 0.8925602934191778, + "FN": 25637, + "FP": 6937, + "IoU": 0.8059673931819942, + "TN": 61164601, + "TP": 135305, + "n_pred": 142242, + "n_ref": 160942 + }, + "3": { + "Dice": 0.9007894284596455, + "FN": 5467, + "FP": 21666, + "IoU": 0.819487595718211, + "TN": 61182169, + "TP": 123178, + "n_pred": 144844, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9150143371362333, + "FN": 4694, + "FP": 2271, + "IoU": 0.8433423301844355, + "TN": 61288020, + "TP": 37495, + "n_pred": 39766, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7176682692307692, + "FN": 2601, + "FP": 2097, + "IoU": 0.5596588246321117, + "TN": 61321811, + "TP": 5971, + "n_pred": 8068, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9398394121345564, + "FN": 20726, + "FP": 131028, + "IoU": 0.8865066508715013, + "TN": 59995362, + "TP": 1185364, + "n_pred": 1316392, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.45930953821607606, + "FN": 136288, + "FP": 23665, + "IoU": 0.2981192845733944, + "TN": 61104588, + "TP": 67939, + "n_pred": 91604, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9148721147847786, + "FN": 8886, + "FP": 4760, + "IoU": 0.8431007324112081, + "TN": 61245507, + "TP": 73327, + "n_pred": 78087, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8612132352941176, + "FN": 6217, + "FP": 12205, + "IoU": 0.7562550443906376, + "TN": 61256901, + "TP": 57157, + "n_pred": 69362, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9655415929858733, + "FN": 7618, + "FP": 4483, + "IoU": 0.9333788448516013, + "TN": 148925861, + "TP": 169538, + "n_pred": 174021, + "n_ref": 177156 + }, + "10": { + "Dice": 0.7819948323138578, + "FN": 13483, + "FP": 19591, + "IoU": 0.6420291580530992, + "TN": 149015107, + "TP": 59319, + "n_pred": 78910, + "n_ref": 72802 + }, + "11": { + "Dice": 0.7268592221969524, + "FN": 1006, + "FP": 195, + "IoU": 0.570918185066095, + "TN": 149104701, + "TP": 1598, + "n_pred": 1793, + "n_ref": 2604 + }, + "12": { + "Dice": 0.2964771538193233, + "FN": 1672, + "FP": 345, + "IoU": 0.17403767403767403, + "TN": 149105058, + "TP": 425, + "n_pred": 770, + "n_ref": 2097 + }, + "13": { + "Dice": 0.6052945487992412, + "FN": 42250, + "FP": 12678, + "IoU": 0.43399453861610593, + "TN": 149010455, + "TP": 42117, + "n_pred": 54795, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8904623241871098, + "FN": 4843, + "FP": 16862, + "IoU": 0.8025525798704607, + "TN": 148997572, + "TP": 88223, + "n_pred": 105085, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7895886282072568, + "FN": 7131, + "FP": 9344, + "IoU": 0.6523308080275181, + "TN": 149060113, + "TP": 30912, + "n_pred": 40256, + "n_ref": 38043 + }, + "2": { + "Dice": 0.96424132417406, + "FN": 5338, + "FP": 5911, + "IoU": 0.9309517232912868, + "TN": 148944585, + "TP": 151666, + "n_pred": 157577, + "n_ref": 157004 + }, + "3": { + "Dice": 0.7034528014204929, + "FN": 23638, + "FP": 7092, + "IoU": 0.5425585757241954, + "TN": 149040322, + "TP": 36448, + "n_pred": 43540, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9129528076002162, + "FN": 2193, + "FP": 2315, + "IoU": 0.839846525508029, + "TN": 149079352, + "TP": 23640, + "n_pred": 25955, + "n_ref": 25833 + }, + "5": { + "Dice": 0.3128494267033071, + "FN": 27113, + "FP": 1893, + "IoU": 0.1854306495548878, + "TN": 149071891, + "TP": 6603, + "n_pred": 8496, + "n_ref": 33716 + }, + "6": { + "Dice": 0.964573152628327, + "FN": 24185, + "FP": 55285, + "IoU": 0.9315705451107426, + "TN": 147946158, + "TP": 1081872, + "n_pred": 1137157, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.6758406906924146, + "FN": 127967, + "FP": 13206, + "IoU": 0.5103922813077663, + "TN": 148819161, + "TP": 147166, + "n_pred": 160372, + "n_ref": 275133 + }, + "8": { + "Dice": 0.8982262825272078, + "FN": 30656, + "FP": 14306, + "IoU": 0.8152547735369166, + "TN": 148864127, + "TP": 198411, + "n_pred": 212717, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8611005179052517, + "FN": 17489, + "FP": 5093, + "IoU": 0.7560812270468784, + "TN": 149014920, + "TP": 69998, + "n_pred": 75091, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6770923060515821, + "FN": 226229, + "FP": 49302, + "IoU": 0.5118212775909541, + "TN": 100148394, + "TP": 288875, + "n_pred": 338177, + "n_ref": 515104 + }, + "10": { + "Dice": 0.3843454336168899, + "FN": 17936, + "FP": 47851, + "IoU": 0.2378883714464447, + "TN": 100626478, + "TP": 20535, + "n_pred": 68386, + "n_ref": 38471 + }, + "11": { + "Dice": 0.11432437003213258, + "FN": 3143, + "FP": 2094, + "IoU": 0.06062780269058296, + "TN": 100707225, + "TP": 338, + "n_pred": 2432, + "n_ref": 3481 + }, + "12": { + "Dice": 0.1710239651416122, + "FN": 5245, + "FP": 843, + "IoU": 0.09350804050029779, + "TN": 100706084, + "TP": 628, + "n_pred": 1471, + "n_ref": 5873 + }, + "13": { + "Dice": 0.03555928429680063, + "FN": 38053, + "FP": 21724, + "IoU": 0.018101479984888057, + "TN": 100651921, + "TP": 1102, + "n_pred": 22826, + "n_ref": 39155 + }, + "14": { + "Dice": 0.1927326980460102, + "FN": 133872, + "FP": 33862, + "IoU": 0.10664316110717577, + "TN": 100525043, + "TP": 20023, + "n_pred": 53885, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8269420315220295, + "FN": 5494, + "FP": 32080, + "IoU": 0.7049455813296059, + "TN": 100585454, + "TP": 89772, + "n_pred": 121852, + "n_ref": 95266 + }, + "2": { + "Dice": 0.20166404952971814, + "FN": 201756, + "FP": 46853, + "IoU": 0.11213925266687856, + "TN": 100432791, + "TP": 31400, + "n_pred": 78253, + "n_ref": 233156 + }, + "3": { + "Dice": 0.5548961322712547, + "FN": 61912, + "FP": 198034, + "IoU": 0.3839835631630958, + "TN": 100290821, + "TP": 162033, + "n_pred": 360067, + "n_ref": 223945 + }, + "4": { + "Dice": 0.44264045721517986, + "FN": 35269, + "FP": 21099, + "IoU": 0.28422496222270194, + "TN": 100634049, + "TP": 22383, + "n_pred": 43482, + "n_ref": 57652 + }, + "5": { + "Dice": 0.25054144516637133, + "FN": 13928, + "FP": 1298, + "IoU": 0.1432108491362332, + "TN": 100695029, + "TP": 2545, + "n_pred": 3843, + "n_ref": 16473 + }, + "6": { + "Dice": 0.5205007663624094, + "FN": 1167979, + "FP": 508849, + "IoU": 0.35180874347780033, + "TN": 98125866, + "TP": 910106, + "n_pred": 1418955, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.46190476190476193, + "FN": 42609, + "FP": 259553, + "IoU": 0.30030959752321984, + "TN": 100280949, + "TP": 129689, + "n_pred": 389242, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9175519757172375, + "FN": 5640, + "FP": 12396, + "IoU": 0.8476637724247441, + "TN": 100594404, + "TP": 100360, + "n_pred": 112756, + "n_ref": 106000 + }, + "9": { + "Dice": 0.6700197674352744, + "FN": 42708, + "FP": 15551, + "IoU": 0.503781748803298, + "TN": 100595394, + "TP": 59147, + "n_pred": 74698, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9531510701452898, + "FN": 1570, + "FP": 5927, + "IoU": 0.910495337925765, + "TN": 78866939, + "TP": 76264, + "n_pred": 82191, + "n_ref": 77834 + }, + "10": { + "Dice": 0.6286295811691316, + "FN": 15162, + "FP": 12937, + "IoU": 0.45839517357028586, + "TN": 78898819, + "TP": 23782, + "n_pred": 36719, + "n_ref": 38944 + }, + "11": { + "Dice": 0.31225296442687744, + "FN": 815, + "FP": 1621, + "IoU": 0.18501170960187355, + "TN": 78947711, + "TP": 553, + "n_pred": 2174, + "n_ref": 1368 + }, + "12": { + "Dice": 0.281590763309814, + "FN": 2121, + "FP": 119, + "IoU": 0.16386711459499814, + "TN": 78948021, + "TP": 439, + "n_pred": 558, + "n_ref": 2560 + }, + "13": { + "Dice": 0.2641240890341456, + "FN": 49384, + "FP": 6455, + "IoU": 0.1521560886729426, + "TN": 78884840, + "TP": 10021, + "n_pred": 16476, + "n_ref": 59405 + }, + "14": { + "Dice": 0.38065538927893244, + "FN": 16344, + "FP": 19207, + "IoU": 0.23506756175230226, + "TN": 78904224, + "TP": 10925, + "n_pred": 30132, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8759853992208828, + "FN": 2003, + "FP": 14169, + "IoU": 0.7793363169959612, + "TN": 78877412, + "TP": 57116, + "n_pred": 71285, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8731595475339295, + "FN": 19765, + "FP": 3581, + "IoU": 0.774874158646892, + "TN": 78846998, + "TP": 80356, + "n_pred": 83937, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9282607356983312, + "FN": 1768, + "FP": 11047, + "IoU": 0.8661255275583971, + "TN": 78854976, + "TP": 82909, + "n_pred": 93956, + "n_ref": 84677 + }, + "4": { + "Dice": 0.835356918568139, + "FN": 1166, + "FP": 5126, + "IoU": 0.7172643120337917, + "TN": 78928446, + "TP": 15962, + "n_pred": 21088, + "n_ref": 17128 + }, + "5": { + "Dice": 0.3381159791613289, + "FN": 26880, + "FP": 4120, + "IoU": 0.2034534148722956, + "TN": 78911782, + "TP": 7918, + "n_pred": 12038, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9471873647468482, + "FN": 30854, + "FP": 44556, + "IoU": 0.8996732495702753, + "TN": 78199056, + "TP": 676234, + "n_pred": 720790, + "n_ref": 707088 + }, + "7": { + "Dice": 0.5131654354328421, + "FN": 459647, + "FP": 36453, + "IoU": 0.3451395653976023, + "TN": 78193134, + "TP": 261466, + "n_pred": 297919, + "n_ref": 721113 + }, + "8": { + "Dice": 0.7638732463165967, + "FN": 123907, + "FP": 4192, + "IoU": 0.6179570533850284, + "TN": 78615400, + "TP": 207201, + "n_pred": 211393, + "n_ref": 331108 + }, + "9": { + "Dice": 0.7429268244711713, + "FN": 19275, + "FP": 6866, + "IoU": 0.5909972775917639, + "TN": 78886786, + "TP": 37773, + "n_pred": 44639, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9516089478044739, + "FN": 4627, + "FP": 9975, + "IoU": 0.907685110256929, + "TN": 104846264, + "TP": 143574, + "n_pred": 153549, + "n_ref": 148201 + }, + "10": { + "Dice": 0.7246709045082135, + "FN": 25275, + "FP": 21806, + "IoU": 0.5682226705796039, + "TN": 104895400, + "TP": 61959, + "n_pred": 83765, + "n_ref": 87234 + }, + "11": { + "Dice": 0.7911910836578488, + "FN": 1385, + "FP": 170, + "IoU": 0.6545212175072206, + "TN": 104999939, + "TP": 2946, + "n_pred": 3116, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6606210497389393, + "FN": 1227, + "FP": 2478, + "IoU": 0.4932293803857202, + "TN": 104997129, + "TP": 3606, + "n_pred": 6084, + "n_ref": 4833 + }, + "13": { + "Dice": 0.7931087015559074, + "FN": 17949, + "FP": 13286, + "IoU": 0.6571500702493853, + "TN": 104913336, + "TP": 59869, + "n_pred": 73155, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9352526832867616, + "FN": 1636, + "FP": 7841, + "IoU": 0.8783799391707198, + "TN": 104926517, + "TP": 68446, + "n_pred": 76287, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8772845953002611, + "FN": 840, + "FP": 5740, + "IoU": 0.7813953488372093, + "TN": 104974340, + "TP": 23520, + "n_pred": 29260, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8987263932649089, + "FN": 28984, + "FP": 2966, + "IoU": 0.8160791176402864, + "TN": 104830724, + "TP": 141766, + "n_pred": 144732, + "n_ref": 170750 + }, + "3": { + "Dice": 0.9060644117584452, + "FN": 4562, + "FP": 26329, + "IoU": 0.828261207970112, + "TN": 104824568, + "TP": 148981, + "n_pred": 175310, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1577, + "IoU": 0.0, + "TN": 105002863, + "TP": 0, + "n_pred": 1577, + "n_ref": 0 + }, + "5": { + "Dice": 0.6542581430935949, + "FN": 9130, + "FP": 13012, + "IoU": 0.4861691265200037, + "TN": 104961348, + "TP": 20950, + "n_pred": 33962, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9386236181226636, + "FN": 35149, + "FP": 121881, + "IoU": 0.8843456799579894, + "TN": 103646687, + "TP": 1200723, + "n_pred": 1322604, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8186756586504613, + "FN": 9156, + "FP": 88712, + "IoU": 0.6930151441010778, + "TN": 104685636, + "TP": 220936, + "n_pred": 309648, + "n_ref": 230092 + }, + "8": { + "Dice": 0.8941294007127626, + "FN": 66363, + "FP": 4637, + "IoU": 0.8085298599031863, + "TN": 104633625, + "TP": 299815, + "n_pred": 304452, + "n_ref": 366178 + }, + "9": { + "Dice": 0.8823199896582927, + "FN": 11650, + "FP": 10198, + "IoU": 0.789420926825507, + "TN": 104900688, + "TP": 81904, + "n_pred": 92102, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9023748583361985, + "FN": 63798, + "FP": 12868, + "IoU": 0.8221156969567598, + "TN": 177245300, + "TP": 354322, + "n_pred": 367190, + "n_ref": 418120 + }, + "10": { + "Dice": 0.39758161185045193, + "FN": 49241, + "FP": 19610, + "IoU": 0.24811348571054154, + "TN": 177584717, + "TP": 22720, + "n_pred": 42330, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7053560015339384, + "FN": 1984, + "FP": 321, + "IoU": 0.544826224328594, + "TN": 177671224, + "TP": 2759, + "n_pred": 3080, + "n_ref": 4743 + }, + "12": { + "Dice": 0.6475820468254779, + "FN": 2031, + "FP": 1416, + "IoU": 0.4788327789537345, + "TN": 177669674, + "TP": 3167, + "n_pred": 4583, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8094561284253747, + "FN": 18138, + "FP": 9613, + "IoU": 0.6799044938636154, + "TN": 177589592, + "TP": 58945, + "n_pred": 68558, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9407307446195173, + "FN": 2003, + "FP": 7352, + "IoU": 0.8880940703613766, + "TN": 177592691, + "TP": 74242, + "n_pred": 81594, + "n_ref": 76245 + }, + "15": { + "Dice": 0.7595546515362381, + "FN": 1884, + "FP": 11592, + "IoU": 0.6123241563821524, + "TN": 177641527, + "TP": 21285, + "n_pred": 32877, + "n_ref": 23169 + }, + "2": { + "Dice": 0.8206030341618074, + "FN": 9118, + "FP": 80623, + "IoU": 0.6957818766123482, + "TN": 177381299, + "TP": 205248, + "n_pred": 285871, + "n_ref": 214366 + }, + "3": { + "Dice": 0.7299132115388719, + "FN": 87325, + "FP": 1274, + "IoU": 0.5746955390530869, + "TN": 177467969, + "TP": 119720, + "n_pred": 120994, + "n_ref": 207045 + }, + "4": { + "Dice": 0.7808151502675998, + "FN": 5984, + "FP": 9988, + "IoU": 0.6404403322752752, + "TN": 177631867, + "TP": 28449, + "n_pred": 38437, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6974892510218165, + "FN": 11471, + "FP": 5626, + "IoU": 0.5354959654413562, + "TN": 177639481, + "TP": 19710, + "n_pred": 25336, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8667129184958774, + "FN": 216492, + "FP": 272256, + "IoU": 0.7647779037113506, + "TN": 175598473, + "TP": 1589067, + "n_pred": 1861323, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.6749800849433917, + "FN": 41120, + "FP": 273862, + "IoU": 0.5094112754633993, + "TN": 177034239, + "TP": 327067, + "n_pred": 600929, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8593187742654474, + "FN": 20940, + "FP": 37507, + "IoU": 0.7533382288395962, + "TN": 177439336, + "TP": 178505, + "n_pred": 216012, + "n_ref": 199445 + }, + "9": { + "Dice": 0.8826060051358252, + "FN": 16130, + "FP": 15551, + "IoU": 0.7898789587133146, + "TN": 177525513, + "TP": 119094, + "n_pred": 134645, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.952451937488354, + "FN": 10716, + "FP": 6891, + "IoU": 0.909220275015081, + "TN": 193811582, + "TP": 176346, + "n_pred": 183237, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8816371620315391, + "FN": 7238, + "FP": 14191, + "IoU": 0.7883283779645782, + "TN": 193904298, + "TP": 79808, + "n_pred": 93999, + "n_ref": 87046 + }, + "11": { + "Dice": 0.7274140275888867, + "FN": 1240, + "FP": 163, + "IoU": 0.5716030534351145, + "TN": 194002260, + "TP": 1872, + "n_pred": 2035, + "n_ref": 3112 + }, + "12": { + "Dice": 0.749877750611247, + "FN": 883, + "FP": 1163, + "IoU": 0.5998435360844905, + "TN": 194000422, + "TP": 3067, + "n_pred": 4230, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7265377990430621, + "FN": 19425, + "FP": 16296, + "IoU": 0.5705216837194763, + "TN": 193922362, + "TP": 47452, + "n_pred": 63748, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8648126097874397, + "FN": 2546, + "FP": 20388, + "IoU": 0.7618236577006958, + "TN": 193909245, + "TP": 73356, + "n_pred": 93744, + "n_ref": 75902 + }, + "15": { + "Dice": 0.6630349675979142, + "FN": 1066, + "FP": 19161, + "IoU": 0.4959254367383557, + "TN": 193965408, + "TP": 19900, + "n_pred": 39061, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9566764930669287, + "FN": 7466, + "FP": 4438, + "IoU": 0.9169509617195839, + "TN": 193862198, + "TP": 131433, + "n_pred": 135871, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9520674546190949, + "FN": 5269, + "FP": 7749, + "IoU": 0.9085197886215426, + "TN": 193863231, + "TP": 129286, + "n_pred": 137035, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9163612747599388, + "FN": 1275, + "FP": 2331, + "IoU": 0.8456335616438356, + "TN": 193982175, + "TP": 19754, + "n_pred": 22085, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5207052939431187, + "FN": 14985, + "FP": 7631, + "IoU": 0.35199564482393053, + "TN": 193970634, + "TP": 12285, + "n_pred": 19916, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9512978678173539, + "FN": 27056, + "FP": 112005, + "IoU": 0.9071192273037852, + "TN": 192508336, + "TP": 1358138, + "n_pred": 1470143, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.8961914937244364, + "FN": 31325, + "FP": 36008, + "IoU": 0.8119084865076261, + "TN": 193647555, + "TP": 290647, + "n_pred": 326655, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9125641959530958, + "FN": 29683, + "FP": 10888, + "IoU": 0.8391890284989496, + "TN": 193753245, + "TP": 211719, + "n_pred": 222607, + "n_ref": 241402 + }, + "9": { + "Dice": 0.9017805004936987, + "FN": 13481, + "FP": 5021, + "IoU": 0.8211295655368434, + "TN": 193902097, + "TP": 84936, + "n_pred": 89957, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9486469317748698, + "FN": 2451, + "FP": 9675, + "IoU": 0.9023105181747874, + "TN": 99531672, + "TP": 112002, + "n_pred": 121677, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8389911179402616, + "FN": 15718, + "FP": 5763, + "IoU": 0.7226397066418758, + "TN": 99578352, + "TP": 55967, + "n_pred": 61730, + "n_ref": 71685 + }, + "11": { + "Dice": 0.6580147316730972, + "FN": 1766, + "FP": 184, + "IoU": 0.4903293256664924, + "TN": 99651974, + "TP": 1876, + "n_pred": 2060, + "n_ref": 3642 + }, + "12": { + "Dice": 0.2578125, + "FN": 3040, + "FP": 0, + "IoU": 0.14798206278026907, + "TN": 99652232, + "TP": 528, + "n_pred": 528, + "n_ref": 3568 + }, + "13": { + "Dice": 0.6553291456003268, + "FN": 19767, + "FP": 7229, + "IoU": 0.4873528294720851, + "TN": 99603140, + "TP": 25664, + "n_pred": 32893, + "n_ref": 45431 + }, + "14": { + "Dice": 0.5013594344752583, + "FN": 34778, + "FP": 3736, + "IoU": 0.33454281567489114, + "TN": 99597924, + "TP": 19362, + "n_pred": 23098, + "n_ref": 54140 + }, + "15": { + "Dice": 0.7149950644611289, + "FN": 14044, + "FP": 5012, + "IoU": 0.5564142554528737, + "TN": 99612841, + "TP": 23903, + "n_pred": 28915, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9571528237890682, + "FN": 5683, + "FP": 4082, + "IoU": 0.9178265479576552, + "TN": 99536966, + "TP": 109069, + "n_pred": 113151, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9603926087692295, + "FN": 4631, + "FP": 5199, + "IoU": 0.9238031749968995, + "TN": 99526792, + "TP": 119178, + "n_pred": 124377, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8857166708406378, + "FN": 2991, + "FP": 1116, + "IoU": 0.7948756367995206, + "TN": 99635778, + "TP": 15915, + "n_pred": 17031, + "n_ref": 18906 + }, + "5": { + "Dice": 0.7953742370703502, + "FN": 776, + "FP": 2409, + "IoU": 0.6602666666666667, + "TN": 99646425, + "TP": 6190, + "n_pred": 8599, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9643822565450866, + "FN": 44271, + "FP": 52482, + "IoU": 0.9312144974726111, + "TN": 98249210, + "TP": 1309837, + "n_pred": 1362319, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8932200595294914, + "FN": 12575, + "FP": 24340, + "IoU": 0.8070439541484373, + "TN": 99464487, + "TP": 154398, + "n_pred": 178738, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9565869986141061, + "FN": 5325, + "FP": 3352, + "IoU": 0.9167865431459424, + "TN": 99551526, + "TP": 95597, + "n_pred": 98949, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9258985309282525, + "FN": 9787, + "FP": 3938, + "IoU": 0.8620214733794435, + "TN": 99556328, + "TP": 85747, + "n_pred": 89685, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9559549802907765, + "FN": 36462, + "FP": 1361, + "IoU": 0.9156262060011734, + "TN": 62635241, + "TP": 410456, + "n_pred": 411817, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8451663793043271, + "FN": 10307, + "FP": 11874, + "IoU": 0.7318512070987319, + "TN": 63000801, + "TP": 60538, + "n_pred": 72412, + "n_ref": 70845 + }, + "11": { + "Dice": 0.6328528207866169, + "FN": 1767, + "FP": 296, + "IoU": 0.46290028638375424, + "TN": 63079679, + "TP": 1778, + "n_pred": 2074, + "n_ref": 3545 + }, + "12": { + "Dice": 0.6240760295670539, + "FN": 1729, + "FP": 407, + "IoU": 0.4535686876438987, + "TN": 63079611, + "TP": 1773, + "n_pred": 2180, + "n_ref": 3502 + }, + "13": { + "Dice": 0.5947133918599204, + "FN": 20895, + "FP": 12852, + "IoU": 0.4231972242637633, + "TN": 63025013, + "TP": 24760, + "n_pred": 37612, + "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": 0.9769680247364136, + "FN": 2169, + "FP": 3574, + "IoU": 0.9549731077415207, + "TN": 62955974, + "TP": 121803, + "n_pred": 125377, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9783795639878737, + "FN": 2692, + "FP": 2828, + "IoU": 0.9576742295866336, + "TN": 62953103, + "TP": 124897, + "n_pred": 127725, + "n_ref": 127589 + }, + "4": { + "Dice": 0.5224363386097729, + "FN": 10438, + "FP": 3440, + "IoU": 0.3535795798593321, + "TN": 63062051, + "TP": 7591, + "n_pred": 11031, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5634332254359403, + "FN": 8860, + "FP": 3683, + "IoU": 0.392208169792121, + "TN": 63062883, + "TP": 8094, + "n_pred": 11777, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8906409903968102, + "FN": 165824, + "FP": 70871, + "IoU": 0.8028428873673513, + "TN": 61882980, + "TP": 963845, + "n_pred": 1034716, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.795609769651838, + "FN": 13491, + "FP": 60067, + "IoU": 0.6605913512116793, + "TN": 62866796, + "TP": 143166, + "n_pred": 203233, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9087483227543941, + "FN": 16464, + "FP": 2714, + "IoU": 0.8327577787079671, + "TN": 62968848, + "TP": 95494, + "n_pred": 98208, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8783738367578718, + "FN": 4992, + "FP": 5503, + "IoU": 0.7831253099685899, + "TN": 63035128, + "TP": 37897, + "n_pred": 43400, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9612014455655237, + "FN": 13404, + "FP": 10741, + "IoU": 0.9253011004513799, + "TN": 109285587, + "TP": 299086, + "n_pred": 309827, + "n_ref": 312490 + }, + "10": { + "Dice": 0.5949105720185173, + "FN": 24830, + "FP": 61100, + "IoU": 0.42339694554043533, + "TN": 109459790, + "TP": 63098, + "n_pred": 124198, + "n_ref": 87928 + }, + "11": { + "Dice": 0.6727400140154169, + "FN": 2066, + "FP": 269, + "IoU": 0.5068637803590285, + "TN": 109604083, + "TP": 2400, + "n_pred": 2669, + "n_ref": 4466 + }, + "12": { + "Dice": 0.5333333333333333, + "FN": 2561, + "FP": 99, + "IoU": 0.36363636363636365, + "TN": 109604638, + "TP": 1520, + "n_pred": 1619, + "n_ref": 4081 + }, + "13": { + "Dice": 0.42897896585427875, + "FN": 53787, + "FP": 18072, + "IoU": 0.27305742986919707, + "TN": 109509967, + "TP": 26992, + "n_pred": 45064, + "n_ref": 80779 + }, + "14": { + "Dice": 0.595419486782258, + "FN": 33884, + "FP": 51775, + "IoU": 0.42391267796974935, + "TN": 109460127, + "TP": 63032, + "n_pred": 114807, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8729885295076921, + "FN": 8521, + "FP": 19128, + "IoU": 0.774604830886369, + "TN": 109486149, + "TP": 95020, + "n_pred": 114148, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7901959255505185, + "FN": 72175, + "FP": 3169, + "IoU": 0.6531602449017171, + "TN": 109391588, + "TP": 141886, + "n_pred": 145055, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8587239223064579, + "FN": 12917, + "FP": 63673, + "IoU": 0.7524243599689682, + "TN": 109299458, + "TP": 232770, + "n_pred": 296443, + "n_ref": 245687 + }, + "4": { + "Dice": 0.5470013454194583, + "FN": 30165, + "FP": 3168, + "IoU": 0.3764637659470987, + "TN": 109555360, + "TP": 20125, + "n_pred": 23293, + "n_ref": 50290 + }, + "5": { + "Dice": 0.5835994456829547, + "FN": 5709, + "FP": 1202, + "IoU": 0.4120299472519993, + "TN": 109597064, + "TP": 4843, + "n_pred": 6045, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8860721192815016, + "FN": 46886, + "FP": 262618, + "IoU": 0.795448372034618, + "TN": 108095733, + "TP": 1203581, + "n_pred": 1466199, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.7889313383026181, + "FN": 385691, + "FP": 48938, + "IoU": 0.6514340295098427, + "TN": 108361912, + "TP": 812277, + "n_pred": 861215, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9364757709251101, + "FN": 4386, + "FP": 7150, + "IoU": 0.8805401375196753, + "TN": 109512250, + "TP": 85032, + "n_pred": 92182, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7226449878584597, + "FN": 10711, + "FP": 23440, + "IoU": 0.5657354306277895, + "TN": 109530177, + "TP": 44490, + "n_pred": 67930, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8997796653467875, + "FN": 2421, + "FP": 10133, + "IoU": 0.8178177016064665, + "TN": 66998443, + "TP": 56355, + "n_pred": 66488, + "n_ref": 58776 + }, + "10": { + "Dice": 0.6760174343057834, + "FN": 33274, + "FP": 10359, + "IoU": 0.5105939094834838, + "TN": 66978197, + "TP": 45522, + "n_pred": 55881, + "n_ref": 78796 + }, + "11": { + "Dice": 0.27882173692229556, + "FN": 2577, + "FP": 263, + "IoU": 0.16199468869873118, + "TN": 67063963, + "TP": 549, + "n_pred": 812, + "n_ref": 3126 + }, + "12": { + "Dice": 0.5727391874180865, + "FN": 1563, + "FP": 1045, + "IoU": 0.40128558310376494, + "TN": 67062996, + "TP": 1748, + "n_pred": 2793, + "n_ref": 3311 + }, + "13": { + "Dice": 0.4766293420994702, + "FN": 21972, + "FP": 13691, + "IoU": 0.3128781164502331, + "TN": 67015450, + "TP": 16239, + "n_pred": 29930, + "n_ref": 38211 + }, + "14": { + "Dice": 0.5823171269743228, + "FN": 42479, + "FP": 4857, + "IoU": 0.4107527417126212, + "TN": 66987019, + "TP": 32997, + "n_pred": 37854, + "n_ref": 75476 + }, + "15": { + "Dice": 0.16378435767370533, + "FN": 24420, + "FP": 46466, + "IoU": 0.08919669013722567, + "TN": 66989524, + "TP": 6942, + "n_pred": 53408, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9510228187177725, + "FN": 8357, + "FP": 5824, + "IoU": 0.9066191674019833, + "TN": 66915490, + "TP": 137681, + "n_pred": 143505, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9546569921663881, + "FN": 6696, + "FP": 7902, + "IoU": 0.9132475991252258, + "TN": 66899080, + "TP": 153674, + "n_pred": 161576, + "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": 0.6920012258657677, + "FN": 2147, + "FP": 3883, + "IoU": 0.5290534208059982, + "TN": 67054548, + "TP": 6774, + "n_pred": 10657, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9333355133361674, + "FN": 52338, + "FP": 94446, + "IoU": 0.8750038320440634, + "TN": 65893044, + "TP": 1027524, + "n_pred": 1121970, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.6393676949678996, + "FN": 180965, + "FP": 11538, + "IoU": 0.4699048321896307, + "TN": 66704204, + "TP": 170645, + "n_pred": 182183, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9112138781520339, + "FN": 6504, + "FP": 8932, + "IoU": 0.8369080573928112, + "TN": 66972706, + "TP": 79210, + "n_pred": 88142, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8993272121224515, + "FN": 11377, + "FP": 3392, + "IoU": 0.8170704518430439, + "TN": 66986616, + "TP": 65967, + "n_pred": 69359, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8488413369620048, + "FN": 43916, + "FP": 4628, + "IoU": 0.7373799669993779, + "TN": 74334435, + "TP": 136301, + "n_pred": 140929, + "n_ref": 180217 + }, + "10": { + "Dice": 0.71322685231959, + "FN": 17322, + "FP": 13901, + "IoU": 0.5542755174875089, + "TN": 74449230, + "TP": 38827, + "n_pred": 52728, + "n_ref": 56149 + }, + "11": { + "Dice": 0.4104967197750703, + "FN": 2292, + "FP": 853, + "IoU": 0.25825471698113206, + "TN": 74515040, + "TP": 1095, + "n_pred": 1948, + "n_ref": 3387 + }, + "12": { + "Dice": 0.6555458004097161, + "FN": 1081, + "FP": 96, + "IoU": 0.48759251197213754, + "TN": 74516983, + "TP": 1120, + "n_pred": 1216, + "n_ref": 2201 + }, + "13": { + "Dice": 0.4847640685474203, + "FN": 21660, + "FP": 23469, + "IoU": 0.31992646061574165, + "TN": 74452921, + "TP": 21230, + "n_pred": 44699, + "n_ref": 42890 + }, + "14": { + "Dice": 0.7132303559435863, + "FN": 8561, + "FP": 10227, + "IoU": 0.5542797494780793, + "TN": 74477128, + "TP": 23364, + "n_pred": 33591, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7762527742086205, + "FN": 3777, + "FP": 11547, + "IoU": 0.6343244404142605, + "TN": 74477374, + "TP": 26582, + "n_pred": 38129, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9530185936184865, + "FN": 3903, + "FP": 9605, + "IoU": 0.9102535993568662, + "TN": 74368767, + "TP": 137005, + "n_pred": 146610, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9399310668664173, + "FN": 8515, + "FP": 10290, + "IoU": 0.8866697603220616, + "TN": 74353349, + "TP": 147126, + "n_pred": 157416, + "n_ref": 155641 + }, + "4": { + "Dice": 0.42290022381905995, + "FN": 9688, + "FP": 110, + "IoU": 0.2681505826112937, + "TN": 74505892, + "TP": 3590, + "n_pred": 3700, + "n_ref": 13278 + }, + "5": { + "Dice": 0.6297868091267662, + "FN": 3847, + "FP": 3568, + "IoU": 0.45962687654860807, + "TN": 74505558, + "TP": 6307, + "n_pred": 9875, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9573461109468543, + "FN": 75997, + "FP": 60334, + "IoU": 0.918182074606022, + "TN": 72853007, + "TP": 1529942, + "n_pred": 1590276, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.39593770842704473, + "FN": 116138, + "FP": 39640, + "IoU": 0.2468343720235361, + "TN": 74312449, + "TP": 51053, + "n_pred": 90693, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9586794592771971, + "FN": 1829, + "FP": 3563, + "IoU": 0.9206381913985459, + "TN": 74451338, + "TP": 62550, + "n_pred": 66113, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9195030499748167, + "FN": 10705, + "FP": 3679, + "IoU": 0.8510001346633933, + "TN": 74422743, + "TP": 82153, + "n_pred": 85832, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8880339247442208, + "FN": 11943, + "FP": 56389, + "IoU": 0.7986160230112699, + "TN": 65711868, + "TP": 270980, + "n_pred": 327369, + "n_ref": 282923 + }, + "10": { + "Dice": 0.6068625483732263, + "FN": 30607, + "FP": 37966, + "IoU": 0.4356085235269426, + "TN": 65929681, + "TP": 52926, + "n_pred": 90892, + "n_ref": 83533 + }, + "11": { + "Dice": 0.5773023566772522, + "FN": 1910, + "FP": 619, + "IoU": 0.40578007518796994, + "TN": 66046924, + "TP": 1727, + "n_pred": 2346, + "n_ref": 3637 + }, + "12": { + "Dice": 0.6073781291172595, + "FN": 1643, + "FP": 145, + "IoU": 0.43614001892147586, + "TN": 66048009, + "TP": 1383, + "n_pred": 1528, + "n_ref": 3026 + }, + "13": { + "Dice": 0.718699816634967, + "FN": 16074, + "FP": 8625, + "IoU": 0.5609144726315977, + "TN": 65994929, + "TP": 31552, + "n_pred": 40177, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8370999978036942, + "FN": 1498, + "FP": 20753, + "IoU": 0.7198383319483267, + "TN": 65971758, + "TP": 57171, + "n_pred": 77924, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7708895957110564, + "FN": 5328, + "FP": 6125, + "IoU": 0.6271931252237883, + "TN": 66020459, + "TP": 19268, + "n_pred": 25393, + "n_ref": 24596 + }, + "2": { + "Dice": 0.8893548144244523, + "FN": 25816, + "FP": 3578, + "IoU": 0.8007551160126621, + "TN": 65903653, + "TP": 118133, + "n_pred": 121711, + "n_ref": 143949 + }, + "3": { + "Dice": 0.8968168687388323, + "FN": 9519, + "FP": 24378, + "IoU": 0.8129356253966502, + "TN": 65869975, + "TP": 147308, + "n_pred": 171686, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8913114952672654, + "FN": 3774, + "FP": 2507, + "IoU": 0.8039331980646168, + "TN": 66019145, + "TP": 25754, + "n_pred": 28261, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8846210376757631, + "FN": 951, + "FP": 1404, + "IoU": 0.7931125362382501, + "TN": 66039797, + "TP": 9028, + "n_pred": 10432, + "n_ref": 9979 + }, + "6": { + "Dice": 0.937506260631148, + "FN": 40765, + "FP": 90249, + "IoU": 0.8823640327406072, + "TN": 64937456, + "TP": 982710, + "n_pred": 1072959, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.7153871473405313, + "FN": 427746, + "FP": 8917, + "IoU": 0.5568892961482532, + "TN": 65065731, + "TP": 548786, + "n_pred": 557703, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9499775179856115, + "FN": 5239, + "FP": 2771, + "IoU": 0.904721121935553, + "TN": 65967111, + "TP": 76059, + "n_pred": 78830, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8742763533397081, + "FN": 11112, + "FP": 5849, + "IoU": 0.7766349724760977, + "TN": 65975246, + "TP": 58973, + "n_pred": 64822, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9786232274453337, + "FN": 3786, + "FP": 2761, + "IoU": 0.9581412596622914, + "TN": 113316133, + "TP": 149860, + "n_pred": 152621, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8551422063890673, + "FN": 7353, + "FP": 17451, + "IoU": 0.7469418570248019, + "TN": 113374523, + "TP": 73213, + "n_pred": 90664, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6313018829722616, + "FN": 1671, + "FP": 150, + "IoU": 0.46124260355029584, + "TN": 113469160, + "TP": 1559, + "n_pred": 1709, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8213912133891214, + "FN": 942, + "FP": 424, + "IoU": 0.696915908586643, + "TN": 113468033, + "TP": 3141, + "n_pred": 3565, + "n_ref": 4083 + }, + "13": { + "Dice": 0.5985543546323269, + "FN": 32905, + "FP": 26077, + "IoU": 0.4270978019096092, + "TN": 113369587, + "TP": 43971, + "n_pred": 70048, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9282128574586523, + "FN": 32651, + "FP": 3071, + "IoU": 0.8660421651054128, + "TN": 113205874, + "TP": 230944, + "n_pred": 234015, + "n_ref": 263595 + }, + "15": { + "Dice": 0.5763267404681952, + "FN": 3948, + "FP": 22421, + "IoU": 0.4048167208378476, + "TN": 113428236, + "TP": 17935, + "n_pred": 40356, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9620797606624635, + "FN": 5852, + "FP": 3705, + "IoU": 0.9269303403087321, + "TN": 113341747, + "TP": 121236, + "n_pred": 124941, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9632783262791944, + "FN": 4342, + "FP": 4499, + "IoU": 0.9291580862026138, + "TN": 113347741, + "TP": 115958, + "n_pred": 120457, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8293701525611523, + "FN": 1899, + "FP": 10113, + "IoU": 0.7084819803421915, + "TN": 113431335, + "TP": 29193, + "n_pred": 39306, + "n_ref": 31092 + }, + "5": { + "Dice": 0.5371178280291311, + "FN": 17375, + "FP": 9256, + "IoU": 0.3671641081697638, + "TN": 113430458, + "TP": 15451, + "n_pred": 24707, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9539728171902081, + "FN": 43091, + "FP": 63106, + "IoU": 0.9119962013106473, + "TN": 112265808, + "TP": 1100535, + "n_pred": 1163641, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.8642858413059715, + "FN": 23615, + "FP": 37439, + "IoU": 0.7610064862621985, + "TN": 113217077, + "TP": 194409, + "n_pred": 231848, + "n_ref": 218024 + }, + "8": { + "Dice": 0.90331931582524, + "FN": 34458, + "FP": 4097, + "IoU": 0.8236848964883318, + "TN": 113253869, + "TP": 180116, + "n_pred": 184213, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8874674107164943, + "FN": 16544, + "FP": 6203, + "IoU": 0.7977001476316679, + "TN": 113360098, + "TP": 89695, + "n_pred": 95898, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7971944601927594, + "FN": 4151, + "FP": 58450, + "IoU": 0.6627791723677264, + "TN": 75011090, + "TP": 123037, + "n_pred": 181487, + "n_ref": 127188 + }, + "10": { + "Dice": 0.7939107046799354, + "FN": 26261, + "FP": 12051, + "IoU": 0.6582520114891264, + "TN": 75084622, + "TP": 73794, + "n_pred": 85845, + "n_ref": 100055 + }, + "11": { + "Dice": 0.6578804838418487, + "FN": 1722, + "FP": 173, + "IoU": 0.4901802528921173, + "TN": 75193011, + "TP": 1822, + "n_pred": 1995, + "n_ref": 3544 + }, + "12": { + "Dice": 0.5662824207492796, + "FN": 1534, + "FP": 874, + "IoU": 0.3949748743718593, + "TN": 75192748, + "TP": 1572, + "n_pred": 2446, + "n_ref": 3106 + }, + "13": { + "Dice": 0.6056466302367942, + "FN": 20015, + "FP": 25883, + "IoU": 0.43435662965382105, + "TN": 75115585, + "TP": 35245, + "n_pred": 61128, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9332915894971502, + "FN": 9344, + "FP": 8341, + "IoU": 0.8749266250344774, + "TN": 75055331, + "TP": 123712, + "n_pred": 132053, + "n_ref": 133056 + }, + "15": { + "Dice": 0.5752519031203197, + "FN": 41356, + "FP": 6573, + "IoU": 0.4037569198233501, + "TN": 75116343, + "TP": 32456, + "n_pred": 39029, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9229699148029819, + "FN": 7645, + "FP": 15501, + "IoU": 0.8569583408008009, + "TN": 75034915, + "TP": 138667, + "n_pred": 154168, + "n_ref": 146312 + }, + "3": { + "Dice": 0.911005604039681, + "FN": 17709, + "FP": 7652, + "IoU": 0.8365567420907796, + "TN": 75041561, + "TP": 129806, + "n_pred": 137458, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8906461467073973, + "FN": 1930, + "FP": 3726, + "IoU": 0.8028512670361463, + "TN": 75168039, + "TP": 23033, + "n_pred": 26759, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8381987171095693, + "FN": 1298, + "FP": 1174, + "IoU": 0.7214647887323944, + "TN": 75187853, + "TP": 6403, + "n_pred": 7577, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9089841734283014, + "FN": 27876, + "FP": 218173, + "IoU": 0.8331539756710994, + "TN": 73722021, + "TP": 1228658, + "n_pred": 1446831, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.8934594540007406, + "FN": 5833, + "FP": 28982, + "IoU": 0.8074348990021903, + "TN": 75015932, + "TP": 145981, + "n_pred": 174963, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9160680061823803, + "FN": 10652, + "FP": 2924, + "IoU": 0.8451342071341387, + "TN": 75109065, + "TP": 74087, + "n_pred": 77011, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8121199016136443, + "FN": 17141, + "FP": 10663, + "IoU": 0.6836716119049786, + "TN": 75108832, + "TP": 60092, + "n_pred": 70755, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9718218971821897, + "FN": 8021, + "FP": 4031, + "IoU": 0.9451882845188284, + "TN": 86707992, + "TP": 207828, + "n_pred": 211859, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6863025697331573, + "FN": 13197, + "FP": 37659, + "IoU": 0.5224205771596533, + "TN": 86821385, + "TP": 55631, + "n_pred": 93290, + "n_ref": 68828 + }, + "11": { + "Dice": 0.5528078310149408, + "FN": 1517, + "FP": 219, + "IoU": 0.3819864720541118, + "TN": 86925063, + "TP": 1073, + "n_pred": 1292, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6263897267947944, + "FN": 1281, + "FP": 3054, + "IoU": 0.45601706613125864, + "TN": 86919903, + "TP": 3634, + "n_pred": 6688, + "n_ref": 4915 + }, + "13": { + "Dice": 0.5612183134397017, + "FN": 20591, + "FP": 33778, + "IoU": 0.3900649547336183, + "TN": 86838733, + "TP": 34770, + "n_pred": 68548, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8695290273688395, + "FN": 13287, + "FP": 7717, + "IoU": 0.7691741304467279, + "TN": 86836877, + "TP": 69991, + "n_pred": 77708, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8404254945795416, + "FN": 42918, + "FP": 2551, + "IoU": 0.7247705866686036, + "TN": 86762668, + "TP": 119735, + "n_pred": 122286, + "n_ref": 162653 + }, + "2": { + "Dice": 0.928417172734063, + "FN": 9864, + "FP": 7770, + "IoU": 0.8663979574055414, + "TN": 86795883, + "TP": 114355, + "n_pred": 122125, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9262855109424115, + "FN": 14170, + "FP": 10688, + "IoU": 0.8626925690044687, + "TN": 86746833, + "TP": 156181, + "n_pred": 166869, + "n_ref": 170351 + }, + "4": { + "Dice": 0.6680894748216987, + "FN": 4157, + "FP": 8129, + "IoU": 0.5016023690722486, + "TN": 86903221, + "TP": 12365, + "n_pred": 20494, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8226609157266092, + "FN": 514, + "FP": 1624, + "IoU": 0.6987459489925321, + "TN": 86920775, + "TP": 4959, + "n_pred": 6583, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9402028643988907, + "FN": 32020, + "FP": 113281, + "IoU": 0.8871536191363778, + "TN": 85640272, + "TP": 1142299, + "n_pred": 1255580, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.7929145493827906, + "FN": 333432, + "FP": 26865, + "IoU": 0.6568835279866524, + "TN": 85877800, + "TP": 689775, + "n_pred": 716640, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9417937986589262, + "FN": 2069, + "FP": 4398, + "IoU": 0.8899908141394209, + "TN": 86869086, + "TP": 52319, + "n_pred": 56717, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8249217597755315, + "FN": 4896, + "FP": 14572, + "IoU": 0.7020143268229964, + "TN": 86862540, + "TP": 45864, + "n_pred": 60436, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5534881248255605, + "FN": 5173, + "FP": 129211, + "IoU": 0.3826364195999522, + "TN": 37531926, + "TP": 83290, + "n_pred": 212501, + "n_ref": 88463 + }, + "10": { + "Dice": 0.7389654723648778, + "FN": 22336, + "FP": 3739, + "IoU": 0.5859993966625915, + "TN": 37686617, + "TP": 36908, + "n_pred": 40647, + "n_ref": 59244 + }, + "11": { + "Dice": 0.7784836933502753, + "FN": 750, + "FP": 296, + "IoU": 0.6373092926490985, + "TN": 37746716, + "TP": 1838, + "n_pred": 2134, + "n_ref": 2588 + }, + "12": { + "Dice": 0.2940630797773655, + "FN": 2283, + "FP": 761, + "IoU": 0.1723762914627515, + "TN": 37745922, + "TP": 634, + "n_pred": 1395, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7046058105474315, + "FN": 13975, + "FP": 11942, + "IoU": 0.5439315818185018, + "TN": 37692773, + "TP": 30910, + "n_pred": 42852, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3504065269133571, + "FN": 19229, + "FP": 281258, + "IoU": 0.21241992807942714, + "TN": 37368068, + "TP": 81045, + "n_pred": 362303, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 22858, + "IoU": 0.0, + "TN": 37726742, + "TP": 0, + "n_pred": 22858, + "n_ref": 0 + }, + "2": { + "Dice": 0.5170063186656799, + "FN": 63903, + "FP": 3975, + "IoU": 0.3486234130144808, + "TN": 37645393, + "TP": 36329, + "n_pred": 40304, + "n_ref": 100232 + }, + "3": { + "Dice": 0.7812338612497848, + "FN": 16088, + "FP": 24578, + "IoU": 0.6410039107674108, + "TN": 37636323, + "TP": 72611, + "n_pred": 97189, + "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": 0.8042009808457481, + "FN": 1358, + "FP": 2874, + "IoU": 0.6725218602491682, + "TN": 37736677, + "TP": 8691, + "n_pred": 11565, + "n_ref": 10049 + }, + "6": { + "Dice": 0.8562002249634152, + "FN": 173531, + "FP": 17594, + "IoU": 0.7485577840195233, + "TN": 36989485, + "TP": 568990, + "n_pred": 586584, + "n_ref": 742521 + }, + "7": { + "Dice": 0.7932117412709142, + "FN": 80085, + "FP": 58191, + "IoU": 0.6572915633984336, + "TN": 37346120, + "TP": 265204, + "n_pred": 323395, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9446490722015481, + "FN": 3582, + "FP": 5149, + "IoU": 0.8951042229831201, + "TN": 37666365, + "TP": 74504, + "n_pred": 79653, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8295884016338255, + "FN": 8565, + "FP": 10418, + "IoU": 0.7088005645124177, + "TN": 37684411, + "TP": 46206, + "n_pred": 56624, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9533474696996821, + "FN": 8970, + "FP": 9533, + "IoU": 0.910853833627227, + "TN": 75699130, + "TP": 189055, + "n_pred": 198588, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9044245445321805, + "FN": 11599, + "FP": 10067, + "IoU": 0.8255246500990514, + "TN": 75782510, + "TP": 102512, + "n_pred": 112579, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6457165210588082, + "FN": 1866, + "FP": 851, + "IoU": 0.47679568650105913, + "TN": 75901495, + "TP": 2476, + "n_pred": 3327, + "n_ref": 4342 + }, + "12": { + "Dice": 0.7071282168071055, + "FN": 1479, + "FP": 1093, + "IoU": 0.5469438083494803, + "TN": 75901011, + "TP": 3105, + "n_pred": 4198, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7323247758761207, + "FN": 12747, + "FP": 8273, + "IoU": 0.5776911640615583, + "TN": 75856914, + "TP": 28754, + "n_pred": 37027, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9012685134117817, + "FN": 11742, + "FP": 12783, + "IoU": 0.8202809552772546, + "TN": 75770225, + "TP": 111938, + "n_pred": 124721, + "n_ref": 123680 + }, + "15": { + "Dice": 0.8175351313607402, + "FN": 56138, + "FP": 2396, + "IoU": 0.6913821738328105, + "TN": 75717023, + "TP": 131131, + "n_pred": 133527, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9490607388854101, + "FN": 10835, + "FP": 8689, + "IoU": 0.9030595525367177, + "TN": 75705286, + "TP": 181878, + "n_pred": 190567, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9551335950108589, + "FN": 11550, + "FP": 10968, + "IoU": 0.9141203032753124, + "TN": 75644484, + "TP": 239686, + "n_pred": 250654, + "n_ref": 251236 + }, + "4": { + "Dice": 0.8975908547470479, + "FN": 2774, + "FP": 3479, + "IoU": 0.8142084620869978, + "TN": 75873032, + "TP": 27403, + "n_pred": 30882, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8689007641212606, + "FN": 930, + "FP": 1695, + "IoU": 0.768191451783822, + "TN": 75895364, + "TP": 8699, + "n_pred": 10394, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9725280009042429, + "FN": 63559, + "FP": 29286, + "IoU": 0.9465250651697871, + "TN": 74170454, + "TP": 1643389, + "n_pred": 1672675, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8052795102610866, + "FN": 46557, + "FP": 63308, + "IoU": 0.6740317230493529, + "TN": 75569646, + "TP": 227177, + "n_pred": 290485, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9487597359771951, + "FN": 4713, + "FP": 4688, + "IoU": 0.9025146471716701, + "TN": 75810253, + "TP": 87034, + "n_pred": 91722, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8427064841387343, + "FN": 17696, + "FP": 4721, + "IoU": 0.7281700559011484, + "TN": 75824221, + "TP": 60050, + "n_pred": 64771, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9713001800628908, + "FN": 2537, + "FP": 2930, + "IoU": 0.9442017595786809, + "TN": 61289772, + "TP": 92511, + "n_pred": 95441, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8448488131586723, + "FN": 9431, + "FP": 15773, + "IoU": 0.7313750985867457, + "TN": 61293924, + "TP": 68622, + "n_pred": 84395, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8073503260225252, + "FN": 618, + "FP": 682, + "IoU": 0.6769383697813122, + "TN": 61383726, + "TP": 2724, + "n_pred": 3406, + "n_ref": 3342 + }, + "12": { + "Dice": 0.7723905723905724, + "FN": 1075, + "FP": 277, + "IoU": 0.6291826659352715, + "TN": 61384104, + "TP": 2294, + "n_pred": 2571, + "n_ref": 3369 + }, + "13": { + "Dice": 0.5459907421233388, + "FN": 17516, + "FP": 18970, + "IoU": 0.37550706033376124, + "TN": 61329325, + "TP": 21939, + "n_pred": 40909, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8807257219270664, + "FN": 5538, + "FP": 10963, + "IoU": 0.7868721181044392, + "TN": 61310327, + "TP": 60922, + "n_pred": 71885, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9111218492588805, + "FN": 2192, + "FP": 5717, + "IoU": 0.8367528071334214, + "TN": 61339302, + "TP": 40539, + "n_pred": 46256, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9700895235863851, + "FN": 4810, + "FP": 3105, + "IoU": 0.9419163566181596, + "TN": 61251481, + "TP": 128354, + "n_pred": 131459, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9696623546166627, + "FN": 2894, + "FP": 5286, + "IoU": 0.9411112550933725, + "TN": 61248844, + "TP": 130726, + "n_pred": 136012, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7266794061443481, + "FN": 6617, + "FP": 2680, + "IoU": 0.5706963428149243, + "TN": 61366094, + "TP": 12359, + "n_pred": 15039, + "n_ref": 18976 + }, + "5": { + "Dice": 0.5250047357454063, + "FN": 16609, + "FP": 3451, + "IoU": 0.3559365568612342, + "TN": 61356604, + "TP": 11086, + "n_pred": 14537, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9647426937434236, + "FN": 37027, + "FP": 32970, + "IoU": 0.9318868728701571, + "TN": 60360092, + "TP": 957661, + "n_pred": 990631, + "n_ref": 994688 + }, + "7": { + "Dice": 0.823014812663375, + "FN": 38453, + "FP": 22483, + "IoU": 0.699256729411997, + "TN": 61185132, + "TP": 141682, + "n_pred": 164165, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9121504200469639, + "FN": 31113, + "FP": 10339, + "IoU": 0.8384894721256799, + "TN": 61131098, + "TP": 215200, + "n_pred": 225539, + "n_ref": 246313 + }, + "9": { + "Dice": 0.8979255083098424, + "FN": 7887, + "FP": 8444, + "IoU": 0.8147593607150554, + "TN": 61299589, + "TP": 71830, + "n_pred": 80274, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.967429799647703, + "FN": 3450, + "FP": 8809, + "IoU": 0.9369143127679174, + "TN": 39554477, + "TP": 182064, + "n_pred": 190873, + "n_ref": 185514 + }, + "10": { + "Dice": 0.6627912128811577, + "FN": 14435, + "FP": 23618, + "IoU": 0.4956527501656726, + "TN": 39673350, + "TP": 37397, + "n_pred": 61015, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7826409495548962, + "FN": 921, + "FP": 251, + "IoU": 0.6429006703229738, + "TN": 39745518, + "TP": 2110, + "n_pred": 2361, + "n_ref": 3031 + }, + "12": { + "Dice": 0.7962585034013605, + "FN": 1119, + "FP": 79, + "IoU": 0.6614862955637185, + "TN": 39745261, + "TP": 2341, + "n_pred": 2420, + "n_ref": 3460 + }, + "13": { + "Dice": 0.7106102125027989, + "FN": 10488, + "FP": 16653, + "IoU": 0.5511213283937549, + "TN": 39688336, + "TP": 33323, + "n_pred": 49976, + "n_ref": 43811 + }, + "14": { + "Dice": 0.31162762098013896, + "FN": 18129, + "FP": 49041, + "IoU": 0.1845728020977493, + "TN": 39666426, + "TP": 15204, + "n_pred": 64245, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7764470537073277, + "FN": 7080, + "FP": 18623, + "IoU": 0.6345839434737486, + "TN": 39678461, + "TP": 44636, + "n_pred": 63259, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9061308578440426, + "FN": 7449, + "FP": 15424, + "IoU": 0.8283722640334357, + "TN": 39615529, + "TP": 110398, + "n_pred": 125822, + "n_ref": 117847 + }, + "3": { + "Dice": 0.908519790796274, + "FN": 16847, + "FP": 6801, + "IoU": 0.8323740395247952, + "TN": 39607724, + "TP": 117428, + "n_pred": 124229, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8706806737280778, + "FN": 3716, + "FP": 2242, + "IoU": 0.7709782817605227, + "TN": 39722785, + "TP": 20057, + "n_pred": 22299, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8030334084853453, + "FN": 647, + "FP": 2236, + "IoU": 0.6708904109589041, + "TN": 39740040, + "TP": 5877, + "n_pred": 8113, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9708545892295809, + "FN": 25515, + "FP": 28669, + "IoU": 0.943359975246645, + "TN": 38792162, + "TP": 902454, + "n_pred": 931123, + "n_ref": 927969 + }, + "7": { + "Dice": 0.7408447692153549, + "FN": 292126, + "FP": 15675, + "IoU": 0.5883665104211941, + "TN": 39001045, + "TP": 439954, + "n_pred": 455629, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9583498848017796, + "FN": 1283, + "FP": 2911, + "IoU": 0.9200305081513968, + "TN": 39696355, + "TP": 48251, + "n_pred": 51162, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8855007015082427, + "FN": 1236, + "FP": 9210, + "IoU": 0.7945278231279136, + "TN": 39697961, + "TP": 40393, + "n_pred": 49603, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9010025194758647, + "FN": 11486, + "FP": 7296, + "IoU": 0.8198403867551701, + "TN": 101292356, + "TP": 85470, + "n_pred": 92766, + "n_ref": 96956 + }, + "10": { + "Dice": 0.805312795744542, + "FN": 20698, + "FP": 9131, + "IoU": 0.6740783636721226, + "TN": 101305086, + "TP": 61693, + "n_pred": 70824, + "n_ref": 82391 + }, + "11": { + "Dice": 0.5923086435019167, + "FN": 3134, + "FP": 163, + "IoU": 0.4207659873506676, + "TN": 101390916, + "TP": 2395, + "n_pred": 2558, + "n_ref": 5529 + }, + "12": { + "Dice": 0.6057224266888283, + "FN": 2674, + "FP": 647, + "IoU": 0.43443460490463215, + "TN": 101390736, + "TP": 2551, + "n_pred": 3198, + "n_ref": 5225 + }, + "13": { + "Dice": 0.873308988297784, + "FN": 7855, + "FP": 4357, + "IoU": 0.7751095723914405, + "TN": 101342306, + "TP": 42090, + "n_pred": 46447, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9715467503454036, + "FN": 5739, + "FP": 4208, + "IoU": 0.9446678793340342, + "TN": 101216839, + "TP": 169822, + "n_pred": 174030, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8316158415010388, + "FN": 7062, + "FP": 961, + "IoU": 0.7117657625291899, + "TN": 101368773, + "TP": 19812, + "n_pred": 20773, + "n_ref": 26874 + }, + "2": { + "Dice": 0.8696772188852386, + "FN": 8211, + "FP": 43796, + "IoU": 0.7694060788791097, + "TN": 101171073, + "TP": 173528, + "n_pred": 217324, + "n_ref": 181739 + }, + "3": { + "Dice": 0.813922694624449, + "FN": 51308, + "FP": 1671, + "IoU": 0.6862307295954325, + "TN": 101227761, + "TP": 115868, + "n_pred": 117539, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8589458804523424, + "FN": 1639, + "FP": 1155, + "IoU": 0.7527652420139811, + "TN": 101385307, + "TP": 8507, + "n_pred": 9662, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7250151338110455, + "FN": 12766, + "FP": 6767, + "IoU": 0.5686460702691959, + "TN": 101351325, + "TP": 25750, + "n_pred": 32517, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9456204592497355, + "FN": 63900, + "FP": 139286, + "IoU": 0.8968501594566797, + "TN": 99426794, + "TP": 1766628, + "n_pred": 1905914, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.7306290398781669, + "FN": 184199, + "FP": 19919, + "IoU": 0.5755835471516079, + "TN": 100915670, + "TP": 276820, + "n_pred": 296739, + "n_ref": 461019 + }, + "8": { + "Dice": 0.869587213787928, + "FN": 49459, + "FP": 12407, + "IoU": 0.7692651962137205, + "TN": 101128482, + "TP": 206260, + "n_pred": 218667, + "n_ref": 255719 + }, + "9": { + "Dice": 0.938728985880803, + "FN": 4675, + "FP": 6022, + "IoU": 0.8845327662697942, + "TN": 101303967, + "TP": 81944, + "n_pred": 87966, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8607730743440548, + "FN": 18023, + "FP": 46343, + "IoU": 0.7555764834547236, + "TN": 73620166, + "TP": 198972, + "n_pred": 245315, + "n_ref": 216995 + }, + "10": { + "Dice": 0.24947214350222666, + "FN": 55814, + "FP": 64687, + "IoU": 0.14251252419446658, + "TN": 73742976, + "TP": 20027, + "n_pred": 84714, + "n_ref": 75841 + }, + "11": { + "Dice": 0.4352122164832697, + "FN": 4321, + "FP": 709, + "IoU": 0.2781285878300804, + "TN": 73876536, + "TP": 1938, + "n_pred": 2647, + "n_ref": 6259 + }, + "12": { + "Dice": 0.3649193548387097, + "FN": 4274, + "FP": 136, + "IoU": 0.22318125770653513, + "TN": 73877827, + "TP": 1267, + "n_pred": 1403, + "n_ref": 5541 + }, + "13": { + "Dice": 0.009674710671388411, + "FN": 60709, + "FP": 47795, + "IoU": 0.004860869086706899, + "TN": 73774470, + "TP": 530, + "n_pred": 48325, + "n_ref": 61239 + }, + "14": { + "Dice": 0.574622104559863, + "FN": 43949, + "FP": 40728, + "IoU": 0.40313667442024387, + "TN": 73741634, + "TP": 57193, + "n_pred": 97921, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8462328693315837, + "FN": 45482, + "FP": 18731, + "IoU": 0.7334520518376462, + "TN": 73642598, + "TP": 176693, + "n_pred": 195424, + "n_ref": 222175 + }, + "2": { + "Dice": 0.24121597994559515, + "FN": 164492, + "FP": 2593, + "IoU": 0.1371492901886461, + "TN": 73689861, + "TP": 26558, + "n_pred": 29151, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6358366756898483, + "FN": 30507, + "FP": 149358, + "IoU": 0.4661001101252935, + "TN": 73546615, + "TP": 157024, + "n_pred": 306382, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 23068, + "IoU": 0.0, + "TN": 73812548, + "TP": 0, + "n_pred": 23068, + "n_ref": 47888 + }, + "5": { + "Dice": 0.5661909009812667, + "FN": 8781, + "FP": 945, + "IoU": 0.39488583338518013, + "TN": 73867431, + "TP": 6347, + "n_pred": 7292, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7031919995239478, + "FN": 495989, + "FP": 521527, + "IoU": 0.5422483507703603, + "TN": 71660648, + "TP": 1205340, + "n_pred": 1726867, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.40798843335108154, + "FN": 78350, + "FP": 195170, + "IoU": 0.25627227961029886, + "TN": 73515735, + "TP": 94249, + "n_pred": 289419, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8439113797871314, + "FN": 13835, + "FP": 10436, + "IoU": 0.7299711847624134, + "TN": 73793621, + "TP": 65612, + "n_pred": 76048, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7996024865295728, + "FN": 12939, + "FP": 25778, + "IoU": 0.6661147474538415, + "TN": 73767545, + "TP": 77242, + "n_pred": 103020, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9647781934794227, + "FN": 6832, + "FP": 6348, + "IoU": 0.9319531209664929, + "TN": 69302086, + "TP": 180510, + "n_pred": 186858, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7343062605752961, + "FN": 15396, + "FP": 22290, + "IoU": 0.5801610908726312, + "TN": 69406013, + "TP": 52077, + "n_pred": 74367, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7832230907997595, + "FN": 856, + "FP": 586, + "IoU": 0.6436866814924636, + "TN": 69491729, + "TP": 2605, + "n_pred": 3191, + "n_ref": 3461 + }, + "12": { + "Dice": 0.6177764740393077, + "FN": 1046, + "FP": 1560, + "IoU": 0.4469439728353141, + "TN": 69491064, + "TP": 2106, + "n_pred": 3666, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6809491113634563, + "FN": 26247, + "FP": 22079, + "IoU": 0.5162417289808503, + "TN": 69395879, + "TP": 51571, + "n_pred": 73650, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9334356455217754, + "FN": 11751, + "FP": 8114, + "IoU": 0.8751798628957769, + "TN": 69336627, + "TP": 139284, + "n_pred": 147398, + "n_ref": 151035 + }, + "15": { + "Dice": 0.8741502868861903, + "FN": 18125, + "FP": 3721, + "IoU": 0.7764360346715515, + "TN": 69398059, + "TP": 75871, + "n_pred": 79592, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9458580996162962, + "FN": 8285, + "FP": 7956, + "IoU": 0.8972777756694875, + "TN": 69337670, + "TP": 141865, + "n_pred": 149821, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9505814908260305, + "FN": 13387, + "FP": 3164, + "IoU": 0.9058173479084748, + "TN": 69320043, + "TP": 159182, + "n_pred": 162346, + "n_ref": 172569 + }, + "4": { + "Dice": 0.5054822819005244, + "FN": 18033, + "FP": 19311, + "IoU": 0.33822434875066454, + "TN": 69439346, + "TP": 19086, + "n_pred": 38397, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8674897119341564, + "FN": 3283, + "FP": 1547, + "IoU": 0.7659883720930233, + "TN": 69475136, + "TP": 15810, + "n_pred": 17357, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9529499203279554, + "FN": 104670, + "FP": 28144, + "IoU": 0.9101283107933453, + "TN": 68017958, + "TP": 1345004, + "n_pred": 1373148, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8538676244671874, + "FN": 17017, + "FP": 84290, + "IoU": 0.7449991315970308, + "TN": 69098495, + "TP": 295974, + "n_pred": 380264, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9154081486776269, + "FN": 8644, + "FP": 6149, + "IoU": 0.8440116413944366, + "TN": 69400942, + "TP": 80041, + "n_pred": 86190, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8867353639750333, + "FN": 8128, + "FP": 10327, + "IoU": 0.7965180382817324, + "TN": 69405080, + "TP": 72241, + "n_pred": 82568, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9134594179246882, + "FN": 5666, + "FP": 31613, + "IoU": 0.8407043722011418, + "TN": 50599528, + "TP": 196745, + "n_pred": 228358, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8636403429025502, + "FN": 11716, + "FP": 8533, + "IoU": 0.7600061631090514, + "TN": 50749179, + "TP": 64124, + "n_pred": 72657, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8269107257546564, + "FN": 1579, + "FP": 577, + "IoU": 0.7049000821242815, + "TN": 50826246, + "TP": 5150, + "n_pred": 5727, + "n_ref": 6729 + }, + "12": { + "Dice": 0.3885538607071065, + "FN": 4656, + "FP": 515, + "IoU": 0.24112122101555622, + "TN": 50826738, + "TP": 1643, + "n_pred": 2158, + "n_ref": 6299 + }, + "13": { + "Dice": 0.6208698372966208, + "FN": 8577, + "FP": 39891, + "IoU": 0.4501894412051637, + "TN": 50745398, + "TP": 39686, + "n_pred": 79577, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6576638855780691, + "FN": 23148, + "FP": 5574, + "IoU": 0.48993979861838716, + "TN": 50777241, + "TP": 27589, + "n_pred": 33163, + "n_ref": 50737 + }, + "15": { + "Dice": 0.8524888907579516, + "FN": 4349, + "FP": 6174, + "IoU": 0.742902516491571, + "TN": 50792622, + "TP": 30407, + "n_pred": 36581, + "n_ref": 34756 + }, + "2": { + "Dice": 0.8853136291593676, + "FN": 10423, + "FP": 41821, + "IoU": 0.7942266563210196, + "TN": 50579661, + "TP": 201647, + "n_pred": 243468, + "n_ref": 212070 + }, + "3": { + "Dice": 0.8626612933844627, + "FN": 44087, + "FP": 6555, + "IoU": 0.7584911059182603, + "TN": 50623862, + "TP": 159048, + "n_pred": 165603, + "n_ref": 203135 + }, + "4": { + "Dice": 0.8790781840438554, + "FN": 1448, + "FP": 3096, + "IoU": 0.784245762309482, + "TN": 50812491, + "TP": 16517, + "n_pred": 19613, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8735188339958357, + "FN": 1307, + "FP": 2034, + "IoU": 0.7754402473450732, + "TN": 50818674, + "TP": 11537, + "n_pred": 13571, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9136458830079507, + "FN": 114747, + "FP": 278746, + "IoU": 0.8410203162277309, + "TN": 48358437, + "TP": 2081622, + "n_pred": 2360368, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.7292397262605972, + "FN": 14178, + "FP": 144872, + "IoU": 0.5738609723096708, + "TN": 50460317, + "TP": 214185, + "n_pred": 359057, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9583225724713599, + "FN": 4591, + "FP": 3962, + "IoU": 0.9199801657841065, + "TN": 50726666, + "TP": 98333, + "n_pred": 102295, + "n_ref": 102924 + }, + "9": { + "Dice": 0.888622469524472, + "FN": 18020, + "FP": 6320, + "IoU": 0.7995685040926234, + "TN": 50712114, + "TP": 97098, + "n_pred": 103418, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9501417391515034, + "FN": 15877, + "FP": 4701, + "IoU": 0.9050190626528936, + "TN": 76668206, + "TP": 196076, + "n_pred": 200777, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7552166459774191, + "FN": 13855, + "FP": 19273, + "IoU": 0.6067052901510115, + "TN": 76800628, + "TP": 51104, + "n_pred": 70377, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7240677966101695, + "FN": 738, + "FP": 890, + "IoU": 0.5674814027630181, + "TN": 76881096, + "TP": 2136, + "n_pred": 3026, + "n_ref": 2874 + }, + "12": { + "Dice": 0.7427078798432738, + "FN": 903, + "FP": 279, + "IoU": 0.5907202216066482, + "TN": 76881972, + "TP": 1706, + "n_pred": 1985, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5460136701622881, + "FN": 20056, + "FP": 17737, + "IoU": 0.37552875082617315, + "TN": 76824340, + "TP": 22727, + "n_pred": 40464, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8696741998723705, + "FN": 5873, + "FP": 16796, + "IoU": 0.7694013529322008, + "TN": 76786555, + "TP": 75636, + "n_pred": 92432, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6796406414909775, + "FN": 13613, + "FP": 11277, + "IoU": 0.5147391406067223, + "TN": 76833568, + "TP": 26402, + "n_pred": 37679, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9160989438068675, + "FN": 3717, + "FP": 14633, + "IoU": 0.8451868725217244, + "TN": 76766330, + "TP": 100180, + "n_pred": 114813, + "n_ref": 103897 + }, + "3": { + "Dice": 0.923366080171842, + "FN": 9717, + "FP": 4839, + "IoU": 0.857641639527037, + "TN": 76782611, + "TP": 87693, + "n_pred": 92532, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9396833170094678, + "FN": 1856, + "FP": 1100, + "IoU": 0.8862289277191903, + "TN": 76858878, + "TP": 23026, + "n_pred": 24126, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8596771452846219, + "FN": 3107, + "FP": 1022, + "IoU": 0.7538892531441855, + "TN": 76868083, + "TP": 12648, + "n_pred": 13670, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9659911128859651, + "FN": 28000, + "FP": 49668, + "IoU": 0.9342193523907608, + "TN": 75704148, + "TP": 1103044, + "n_pred": 1152712, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.8090457864748358, + "FN": 12419, + "FP": 57792, + "IoU": 0.6793256846374481, + "TN": 76665912, + "TP": 148737, + "n_pred": 206529, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9576339763502049, + "FN": 3934, + "FP": 2558, + "IoU": 0.9187118100771311, + "TN": 76804996, + "TP": 73372, + "n_pred": 75930, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9119797622760508, + "FN": 12816, + "FP": 2424, + "IoU": 0.8382011020161162, + "TN": 76790669, + "TP": 78951, + "n_pred": 81375, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7891946734305644, + "FN": 15674, + "FP": 42503, + "IoU": 0.651793195910843, + "TN": 130832856, + "TP": 108899, + "n_pred": 151402, + "n_ref": 124573 + }, + "10": { + "Dice": 0.678104439077205, + "FN": 12782, + "FP": 29733, + "IoU": 0.5129788306451613, + "TN": 130912636, + "TP": 44781, + "n_pred": 74514, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7004986149584488, + "FN": 2407, + "FP": 296, + "IoU": 0.5390518417462483, + "TN": 130994068, + "TP": 3161, + "n_pred": 3457, + "n_ref": 5568 + }, + "12": { + "Dice": 0.4789021657953697, + "FN": 4737, + "FP": 845, + "IoU": 0.31483981833803854, + "TN": 130991785, + "TP": 2565, + "n_pred": 3410, + "n_ref": 7302 + }, + "13": { + "Dice": 0.497244940821823, + "FN": 48231, + "FP": 12810, + "IoU": 0.33088888158111085, + "TN": 130908705, + "TP": 30186, + "n_pred": 42996, + "n_ref": 78417 + }, + "14": { + "Dice": 0.12499803477659341, + "FN": 882520, + "FP": 7966, + "IoU": 0.06666554867407826, + "TN": 130045841, + "TP": 63605, + "n_pred": 71571, + "n_ref": 946125 + }, + "15": { + "Dice": 0.03543734964770243, + "FN": 23859, + "FP": 55130, + "IoU": 0.0180382894082546, + "TN": 130919492, + "TP": 1451, + "n_pred": 56581, + "n_ref": 25310 + }, + "2": { + "Dice": 0.6090399350719485, + "FN": 120175, + "FP": 6516, + "IoU": 0.43785580221057724, + "TN": 130774561, + "TP": 98680, + "n_pred": 105196, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7991298064169916, + "FN": 20948, + "FP": 110812, + "IoU": 0.6654589402645149, + "TN": 130606079, + "TP": 262093, + "n_pred": 372905, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 13995, + "IoU": 0.0, + "TN": 130983657, + "TP": 0, + "n_pred": 13995, + "n_ref": 2280 + }, + "5": { + "Dice": 0.5175121143347851, + "FN": 15282, + "FP": 450, + "IoU": 0.3490835367619678, + "TN": 130975763, + "TP": 8437, + "n_pred": 8887, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8838412929809489, + "FN": 68247, + "FP": 300994, + "IoU": 0.7918598738896574, + "TN": 129225930, + "TP": 1404761, + "n_pred": 1705755, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.5427890028207208, + "FN": 69559, + "FP": 157043, + "IoU": 0.37248483841488744, + "TN": 130638822, + "TP": 134508, + "n_pred": 291551, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9371269717920575, + "FN": 9048, + "FP": 6648, + "IoU": 0.8816923065327011, + "TN": 130867261, + "TP": 116975, + "n_pred": 123623, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7522946975706278, + "FN": 14067, + "FP": 14350, + "IoU": 0.6029426148192654, + "TN": 130928363, + "TP": 43152, + "n_pred": 57502, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9548350955815419, + "FN": 2873, + "FP": 2287, + "IoU": 0.9135736299075439, + "TN": 74366994, + "TP": 54544, + "n_pred": 56831, + "n_ref": 57417 + }, + "10": { + "Dice": 0.6882167761389891, + "FN": 29477, + "FP": 15190, + "IoU": 0.5246421539935082, + "TN": 74332733, + "TP": 49298, + "n_pred": 64488, + "n_ref": 78775 + }, + "11": { + "Dice": 0.6912815626488804, + "FN": 937, + "FP": 359, + "IoU": 0.5282125955587914, + "TN": 74423951, + "TP": 1451, + "n_pred": 1810, + "n_ref": 2388 + }, + "12": { + "Dice": 0.6346718903036239, + "FN": 1161, + "FP": 331, + "IoU": 0.4648493543758967, + "TN": 74423910, + "TP": 1296, + "n_pred": 1627, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5293959284139275, + "FN": 62032, + "FP": 11386, + "IoU": 0.35998535475491006, + "TN": 74311985, + "TP": 41295, + "n_pred": 52681, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9214301445410197, + "FN": 18185, + "FP": 7858, + "IoU": 0.8543073402963867, + "TN": 74247945, + "TP": 152710, + "n_pred": 160568, + "n_ref": 170895 + }, + "15": { + "Dice": 0.5032238411940905, + "FN": 12306, + "FP": 7264, + "IoU": 0.336205142120616, + "TN": 74397216, + "TP": 9912, + "n_pred": 17176, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9074830821537154, + "FN": 7717, + "FP": 14923, + "IoU": 0.8306352673628774, + "TN": 74293022, + "TP": 111036, + "n_pred": 125959, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9062555509503227, + "FN": 8747, + "FP": 16585, + "IoU": 0.8285807089011896, + "TN": 74278920, + "TP": 122446, + "n_pred": 139031, + "n_ref": 131193 + }, + "4": { + "Dice": 0.7554692660275014, + "FN": 11588, + "FP": 629, + "IoU": 0.6070314259062691, + "TN": 74395609, + "TP": 18872, + "n_pred": 19501, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.959845916608847, + "FN": 13965, + "FP": 59128, + "IoU": 0.9227920477699976, + "TN": 73479995, + "TP": 873610, + "n_pred": 932738, + "n_ref": 887575 + }, + "7": { + "Dice": 0.7529786024864563, + "FN": 38556, + "FP": 34901, + "IoU": 0.6038217178853809, + "TN": 74241284, + "TP": 111957, + "n_pred": 146858, + "n_ref": 150513 + }, + "8": { + "Dice": 0.927273546033819, + "FN": 2049, + "FP": 4411, + "IoU": 0.8644082026740549, + "TN": 74379055, + "TP": 41183, + "n_pred": 45594, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8504428931776852, + "FN": 4777, + "FP": 5421, + "IoU": 0.7398004745745413, + "TN": 74387505, + "TP": 28995, + "n_pred": 34416, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9688180459688323, + "FN": 4253, + "FP": 4511, + "IoU": 0.9395219167494755, + "TN": 106501776, + "TP": 136148, + "n_pred": 140659, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8314469347887681, + "FN": 15709, + "FP": 18200, + "IoU": 0.7115183379699344, + "TN": 106529145, + "TP": 83634, + "n_pred": 101834, + "n_ref": 99343 + }, + "11": { + "Dice": 0.4508725043232196, + "FN": 3217, + "FP": 276, + "IoU": 0.2910493200730668, + "TN": 106641761, + "TP": 1434, + "n_pred": 1710, + "n_ref": 4651 + }, + "12": { + "Dice": 0.6857868557519314, + "FN": 2230, + "FP": 739, + "IoU": 0.5218231599291351, + "TN": 106640479, + "TP": 3240, + "n_pred": 3979, + "n_ref": 5470 + }, + "13": { + "Dice": 0.6400717035469746, + "FN": 19162, + "FP": 5334, + "IoU": 0.4706657734943925, + "TN": 106600411, + "TP": 21781, + "n_pred": 27115, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9342592213254673, + "FN": 1842, + "FP": 7786, + "IoU": 0.8766289514485975, + "TN": 106568647, + "TP": 68413, + "n_pred": 76199, + "n_ref": 70255 + }, + "15": { + "Dice": 0.6571867007672634, + "FN": 4077, + "FP": 19380, + "IoU": 0.48941033064147493, + "TN": 106600747, + "TP": 22484, + "n_pred": 41864, + "n_ref": 26561 + }, + "2": { + "Dice": 0.6857995218508643, + "FN": 87134, + "FP": 4074, + "IoU": 0.5218378270693641, + "TN": 106455941, + "TP": 99539, + "n_pred": 103613, + "n_ref": 186673 + }, + "3": { + "Dice": 0.7575643199867638, + "FN": 3973, + "FP": 89805, + "IoU": 0.6097412785011881, + "TN": 106406391, + "TP": 146519, + "n_pred": 236324, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8540695258759984, + "FN": 833, + "FP": 2328, + "IoU": 0.7453065828700346, + "TN": 106634277, + "TP": 9250, + "n_pred": 11578, + "n_ref": 10083 + }, + "5": { + "Dice": 0.8127439869034127, + "FN": 1215, + "FP": 272, + "IoU": 0.6845566397963513, + "TN": 106641974, + "TP": 3227, + "n_pred": 3499, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9734082017744151, + "FN": 37362, + "FP": 30127, + "IoU": 0.9481940177750348, + "TN": 105343962, + "TP": 1235237, + "n_pred": 1265364, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9310406489160439, + "FN": 27047, + "FP": 18844, + "IoU": 0.8709785343773283, + "TN": 106291003, + "TP": 309794, + "n_pred": 328638, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9447315990612526, + "FN": 4409, + "FP": 3386, + "IoU": 0.8952524288804977, + "TN": 106572271, + "TP": 66622, + "n_pred": 70008, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9034025948203013, + "FN": 12389, + "FP": 3157, + "IoU": 0.8238233927539352, + "TN": 106558447, + "TP": 72695, + "n_pred": 75852, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.939917066712417, + "FN": 9563, + "FP": 8998, + "IoU": 0.8866448437175557, + "TN": 107963186, + "TP": 145181, + "n_pred": 154179, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8411358142385346, + "FN": 7026, + "FP": 20970, + "IoU": 0.7258277756559038, + "TN": 108024817, + "TP": 74115, + "n_pred": 95085, + "n_ref": 81141 + }, + "11": { + "Dice": 0.6458532848113389, + "FN": 1351, + "FP": 498, + "IoU": 0.47694483734087695, + "TN": 108123393, + "TP": 1686, + "n_pred": 2184, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7385029354207436, + "FN": 955, + "FP": 1183, + "IoU": 0.5854178786115959, + "TN": 108121771, + "TP": 3019, + "n_pred": 4202, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7789163730653443, + "FN": 24252, + "FP": 5931, + "IoU": 0.6378894580878912, + "TN": 108043575, + "TP": 53170, + "n_pred": 59101, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7449958571366273, + "FN": 5726, + "FP": 17664, + "IoU": 0.5936202373299512, + "TN": 108069371, + "TP": 34167, + "n_pred": 51831, + "n_ref": 39893 + }, + "15": { + "Dice": 0.5384359031326372, + "FN": 2996, + "FP": 38554, + "IoU": 0.36839705099946796, + "TN": 108061143, + "TP": 24235, + "n_pred": 62789, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9539205627233484, + "FN": 13285, + "FP": 3826, + "IoU": 0.9119006919845127, + "TN": 107932704, + "TP": 177113, + "n_pred": 180939, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9601254717147382, + "FN": 9545, + "FP": 6294, + "IoU": 0.9233089623783469, + "TN": 107920398, + "TP": 190691, + "n_pred": 196985, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9355838787461247, + "FN": 3433, + "FP": 681, + "IoU": 0.8789644012944984, + "TN": 108092938, + "TP": 29876, + "n_pred": 30557, + "n_ref": 33309 + }, + "5": { + "Dice": 0.6162335350658598, + "FN": 2146, + "FP": 10, + "IoU": 0.44533058914329815, + "TN": 108123041, + "TP": 1731, + "n_pred": 1741, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9697717260384717, + "FN": 59102, + "FP": 29440, + "IoU": 0.941317327964041, + "TN": 106618101, + "TP": 1420285, + "n_pred": 1449725, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.866243371971692, + "FN": 12313, + "FP": 63061, + "IoU": 0.7640470190486626, + "TN": 107807483, + "TP": 244071, + "n_pred": 307132, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9381623195775022, + "FN": 2580, + "FP": 2771, + "IoU": 0.883527055853032, + "TN": 108080986, + "TP": 40591, + "n_pred": 43362, + "n_ref": 43171 + }, + "9": { + "Dice": 0.8983935009054209, + "FN": 7661, + "FP": 4571, + "IoU": 0.8155303201676997, + "TN": 108060619, + "TP": 54077, + "n_pred": 58648, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7736773539007828, + "FN": 23831, + "FP": 35062, + "IoU": 0.6308921688445991, + "TN": 62410605, + "TP": 100662, + "n_pred": 135724, + "n_ref": 124493 + }, + "10": { + "Dice": 0.76149086738396, + "FN": 10347, + "FP": 20222, + "IoU": 0.6148447737123274, + "TN": 62490792, + "TP": 48799, + "n_pred": 69021, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6359736917357736, + "FN": 940, + "FP": 333, + "IoU": 0.4662473794549266, + "TN": 62567775, + "TP": 1112, + "n_pred": 1445, + "n_ref": 2052 + }, + "12": { + "Dice": 0.6034954226608014, + "FN": 1729, + "FP": 1606, + "IoU": 0.43214711391111865, + "TN": 62564287, + "TP": 2538, + "n_pred": 4144, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7124311018355006, + "FN": 8426, + "FP": 18443, + "IoU": 0.5533149354967416, + "TN": 62510008, + "TP": 33283, + "n_pred": 51726, + "n_ref": 41709 + }, + "14": { + "Dice": 0.8393345276708956, + "FN": 96054, + "FP": 2865, + "IoU": 0.7231493894503513, + "TN": 62212859, + "TP": 258382, + "n_pred": 261247, + "n_ref": 354436 + }, + "15": { + "Dice": 0.43279349934900857, + "FN": 49289, + "FP": 60930, + "IoU": 0.27615601337107354, + "TN": 62417891, + "TP": 42050, + "n_pred": 102980, + "n_ref": 91339 + }, + "2": { + "Dice": 0.8740433879231355, + "FN": 31558, + "FP": 7482, + "IoU": 0.7762673788210482, + "TN": 62395666, + "TP": 135454, + "n_pred": 142936, + "n_ref": 167012 + }, + "3": { + "Dice": 0.909232220121226, + "FN": 8310, + "FP": 29996, + "IoU": 0.8335708451365114, + "TN": 62339996, + "TP": 191858, + "n_pred": 221854, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9078428880132198, + "FN": 2054, + "FP": 2296, + "IoU": 0.8312383612662942, + "TN": 62544384, + "TP": 21426, + "n_pred": 23722, + "n_ref": 23480 + }, + "5": { + "Dice": 0.5993421052631579, + "FN": 4531, + "FP": 341, + "IoU": 0.4279004227336778, + "TN": 62561644, + "TP": 3644, + "n_pred": 3985, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9495689303343784, + "FN": 38270, + "FP": 112484, + "IoU": 0.9039802398806138, + "TN": 61000129, + "TP": 1419277, + "n_pred": 1531761, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8182456451529462, + "FN": 21323, + "FP": 52456, + "IoU": 0.6923990944453478, + "TN": 62330307, + "TP": 166074, + "n_pred": 218530, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9224966690581121, + "FN": 2618, + "FP": 8725, + "IoU": 0.8561427538713237, + "TN": 62491311, + "TP": 67506, + "n_pred": 76231, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8340036231884058, + "FN": 3559, + "FP": 14767, + "IoU": 0.715271196184143, + "TN": 62505797, + "TP": 46037, + "n_pred": 60804, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9240514553014553, + "FN": 24694, + "FP": 17390, + "IoU": 0.8588249501841676, + "TN": 55083150, + "TP": 256014, + "n_pred": 273404, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8485577067567487, + "FN": 5983, + "FP": 19212, + "IoU": 0.7369520050949562, + "TN": 55285467, + "TP": 70586, + "n_pred": 89798, + "n_ref": 76569 + }, + "11": { + "Dice": 0.6818123475805417, + "FN": 1671, + "FP": 808, + "IoU": 0.5172346640701071, + "TN": 55376113, + "TP": 2656, + "n_pred": 3464, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7096774193548387, + "FN": 1835, + "FP": 532, + "IoU": 0.55, + "TN": 55375988, + "TP": 2893, + "n_pred": 3425, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7561219212042305, + "FN": 12476, + "FP": 14872, + "IoU": 0.6078746254104355, + "TN": 55311505, + "TP": 42395, + "n_pred": 57267, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9361880815987973, + "FN": 4893, + "FP": 7416, + "IoU": 0.8800315783318065, + "TN": 55278646, + "TP": 90293, + "n_pred": 97709, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7659825198860847, + "FN": 5959, + "FP": 44084, + "IoU": 0.6207225847525067, + "TN": 55249305, + "TP": 81900, + "n_pred": 125984, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9307610024449878, + "FN": 12641, + "FP": 14545, + "IoU": 0.8704892026696774, + "TN": 55171335, + "TP": 182727, + "n_pred": 197272, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9276923939869868, + "FN": 18500, + "FP": 7282, + "IoU": 0.8651364485199114, + "TN": 55190077, + "TP": 165389, + "n_pred": 172671, + "n_ref": 183889 + }, + "4": { + "Dice": 0.7499581028992793, + "FN": 2934, + "FP": 50, + "IoU": 0.5999463735085132, + "TN": 55373789, + "TP": 4475, + "n_pred": 4525, + "n_ref": 7409 + }, + "5": { + "Dice": 0.6820835718374356, + "FN": 2661, + "FP": 116, + "IoU": 0.5175469075747047, + "TN": 55375492, + "TP": 2979, + "n_pred": 3095, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9626066045642504, + "FN": 57948, + "FP": 53995, + "IoU": 0.9279089386913962, + "TN": 53828448, + "TP": 1440857, + "n_pred": 1494852, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9227761142479137, + "FN": 17623, + "FP": 8760, + "IoU": 0.8566242602424828, + "TN": 55197235, + "TP": 157630, + "n_pred": 166390, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9340787424315877, + "FN": 1773, + "FP": 4618, + "IoU": 0.8763112057286626, + "TN": 55329578, + "TP": 45279, + "n_pred": 49897, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8669275929549902, + "FN": 6616, + "FP": 6984, + "IoU": 0.7651122625215889, + "TN": 55323348, + "TP": 44300, + "n_pred": 51284, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9708908088468282, + "FN": 12973, + "FP": 3563, + "IoU": 0.9434283720261921, + "TN": 110854313, + "TP": 275766, + "n_pred": 279329, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8377102817268437, + "FN": 9944, + "FP": 18081, + "IoU": 0.720741368143092, + "TN": 111046260, + "TP": 72330, + "n_pred": 90411, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7600585223116313, + "FN": 517, + "FP": 1451, + "IoU": 0.6129793510324484, + "TN": 111141530, + "TP": 3117, + "n_pred": 4568, + "n_ref": 3634 + }, + "12": { + "Dice": 0.7818873142067059, + "FN": 842, + "FP": 420, + "IoU": 0.6418842224744609, + "TN": 111143091, + "TP": 2262, + "n_pred": 2682, + "n_ref": 3104 + }, + "13": { + "Dice": 0.7718684122502003, + "FN": 12981, + "FP": 16346, + "IoU": 0.6284899923992906, + "TN": 111067675, + "TP": 49613, + "n_pred": 65959, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8474175690082592, + "FN": 8129, + "FP": 3750, + "IoU": 0.7352338073374047, + "TN": 111101749, + "TP": 32987, + "n_pred": 36737, + "n_ref": 41116 + }, + "15": { + "Dice": 0.7053275593706175, + "FN": 2480, + "FP": 16641, + "IoU": 0.5447922866325438, + "TN": 111104610, + "TP": 22884, + "n_pred": 39525, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9490552499402057, + "FN": 9071, + "FP": 6691, + "IoU": 0.9030496131087847, + "TN": 110984037, + "TP": 146816, + "n_pred": 153507, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9390199428012054, + "FN": 24412, + "FP": 4181, + "IoU": 0.8850495694333889, + "TN": 110897873, + "TP": 220149, + "n_pred": 224330, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9075071270193221, + "FN": 1648, + "FP": 1856, + "IoU": 0.8306755581327921, + "TN": 111125921, + "TP": 17190, + "n_pred": 19046, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8416309979725163, + "FN": 1031, + "FP": 375, + "IoU": 0.7265655387008946, + "TN": 111141473, + "TP": 3736, + "n_pred": 4111, + "n_ref": 4767 + }, + "6": { + "Dice": 0.977769546795812, + "FN": 22960, + "FP": 48942, + "IoU": 0.9565059852511604, + "TN": 109493468, + "TP": 1581245, + "n_pred": 1630187, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.365517644537111, + "FN": 275531, + "FP": 82640, + "IoU": 0.2236289938006676, + "TN": 110685275, + "TP": 103169, + "n_pred": 185809, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9312811887432985, + "FN": 5247, + "FP": 5866, + "IoU": 0.8713996412659839, + "TN": 111060200, + "TP": 75302, + "n_pred": 81168, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8935646541753411, + "FN": 7568, + "FP": 3935, + "IoU": 0.807606750405593, + "TN": 111086826, + "TP": 48286, + "n_pred": 52221, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9668989677635377, + "FN": 8715, + "FP": 4532, + "IoU": 0.9359190801217088, + "TN": 96914302, + "TP": 193476, + "n_pred": 198008, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8875466529703818, + "FN": 9599, + "FP": 6822, + "IoU": 0.7978282013715327, + "TN": 97039802, + "TP": 64802, + "n_pred": 71624, + "n_ref": 74401 + }, + "11": { + "Dice": 0.5791879537510083, + "FN": 1758, + "FP": 1372, + "IoU": 0.40764572293716883, + "TN": 97115741, + "TP": 2154, + "n_pred": 3526, + "n_ref": 3912 + }, + "12": { + "Dice": 0.6300201929549024, + "FN": 2475, + "FP": 823, + "IoU": 0.45987553226334754, + "TN": 97114919, + "TP": 2808, + "n_pred": 3631, + "n_ref": 5283 + }, + "13": { + "Dice": 0.838467348480209, + "FN": 10297, + "FP": 5529, + "IoU": 0.7218629173989455, + "TN": 97064125, + "TP": 41074, + "n_pred": 46603, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9181779839730072, + "FN": 13572, + "FP": 7768, + "IoU": 0.8487329434697856, + "TN": 96979950, + "TP": 119735, + "n_pred": 127503, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8406363232263365, + "FN": 6091, + "FP": 17571, + "IoU": 0.725084233763216, + "TN": 97034955, + "TP": 62408, + "n_pred": 79979, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9031679019295118, + "FN": 22991, + "FP": 7973, + "IoU": 0.8234331430656852, + "TN": 96945658, + "TP": 144403, + "n_pred": 152376, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9185396092814305, + "FN": 10473, + "FP": 26663, + "IoU": 0.849351134044875, + "TN": 96874518, + "TP": 209371, + "n_pred": 236034, + "n_ref": 219844 + }, + "4": { + "Dice": 0.9060373216245884, + "FN": 725, + "FP": 2699, + "IoU": 0.8282159341761991, + "TN": 97101093, + "TP": 16508, + "n_pred": 19207, + "n_ref": 17233 + }, + "5": { + "Dice": 0.5594912701511686, + "FN": 7443, + "FP": 454, + "IoU": 0.38839838909541513, + "TN": 97108113, + "TP": 5015, + "n_pred": 5469, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9779638065528506, + "FN": 32401, + "FP": 37688, + "IoU": 0.9568778609046611, + "TN": 95495665, + "TP": 1555271, + "n_pred": 1592959, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.916751463436635, + "FN": 37116, + "FP": 15489, + "IoU": 0.8462983632039363, + "TN": 96778771, + "TP": 289649, + "n_pred": 305138, + "n_ref": 326765 + }, + "8": { + "Dice": 0.948269340367264, + "FN": 6098, + "FP": 4159, + "IoU": 0.9016275523415845, + "TN": 97016758, + "TP": 94010, + "n_pred": 98169, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9215297946787442, + "FN": 8665, + "FP": 6114, + "IoU": 0.8544786774190372, + "TN": 97019466, + "TP": 86780, + "n_pred": 92894, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9643435561235841, + "FN": 10766, + "FP": 3016, + "IoU": 0.9311423318278108, + "TN": 78856253, + "TP": 186370, + "n_pred": 189386, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8360746029580447, + "FN": 10282, + "FP": 22159, + "IoU": 0.7183231889972302, + "TN": 78941234, + "TP": 82730, + "n_pred": 104889, + "n_ref": 93012 + }, + "11": { + "Dice": 0.6735191637630662, + "FN": 1076, + "FP": 798, + "IoU": 0.5077488836354085, + "TN": 79052598, + "TP": 1933, + "n_pred": 2731, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5161396574440053, + "FN": 1437, + "FP": 1501, + "IoU": 0.3478357380688124, + "TN": 79051900, + "TP": 1567, + "n_pred": 3068, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7134493224752458, + "FN": 22459, + "FP": 12095, + "IoU": 0.554544282583473, + "TN": 78978835, + "TP": 43016, + "n_pred": 55111, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5840331762712369, + "FN": 18232, + "FP": 9753, + "IoU": 0.4124624719195482, + "TN": 79008774, + "TP": 19646, + "n_pred": 29399, + "n_ref": 37878 + }, + "15": { + "Dice": 0.6609024587949203, + "FN": 7957, + "FP": 23418, + "IoU": 0.49354317998385794, + "TN": 78994455, + "TP": 30575, + "n_pred": 53993, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9323216526028151, + "FN": 4249, + "FP": 11503, + "IoU": 0.8732233400402415, + "TN": 78932155, + "TP": 108498, + "n_pred": 120001, + "n_ref": 112747 + }, + "3": { + "Dice": 0.91992371348356, + "FN": 8992, + "FP": 10574, + "IoU": 0.8517210543068039, + "TN": 78924451, + "TP": 112388, + "n_pred": 122962, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8122771268466633, + "FN": 2104, + "FP": 844, + "IoU": 0.6838944885266995, + "TN": 79047079, + "TP": 6378, + "n_pred": 7222, + "n_ref": 8482 + }, + "5": { + "Dice": 0.7943977591036414, + "FN": 1413, + "FP": 422, + "IoU": 0.6589219330855018, + "TN": 79051025, + "TP": 3545, + "n_pred": 3967, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9726398578428815, + "FN": 41662, + "FP": 30181, + "IoU": 0.9467369989657741, + "TN": 77707570, + "TP": 1276992, + "n_pred": 1307173, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.8615524959161592, + "FN": 108467, + "FP": 9001, + "IoU": 0.7567784134319736, + "TN": 78573438, + "TP": 365499, + "n_pred": 374500, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9292817848879081, + "FN": 1205, + "FP": 3410, + "IoU": 0.8679050862981939, + "TN": 79021468, + "TP": 30322, + "n_pred": 33732, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9146376644357258, + "FN": 7881, + "FP": 3955, + "IoU": 0.8427026021316748, + "TN": 78981159, + "TP": 63410, + "n_pred": 67365, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.94058015369587, + "FN": 9071, + "FP": 19275, + "IoU": 0.8878256877829487, + "TN": 122459244, + "TP": 224350, + "n_pred": 243625, + "n_ref": 233421 + }, + "10": { + "Dice": 0.7730868411545601, + "FN": 17309, + "FP": 37336, + "IoU": 0.6301072211843067, + "TN": 122564208, + "TP": 93087, + "n_pred": 130423, + "n_ref": 110396 + }, + "11": { + "Dice": 0.22491833877741485, + "FN": 3459, + "FP": 1524, + "IoU": 0.12670872765509988, + "TN": 122706234, + "TP": 723, + "n_pred": 2247, + "n_ref": 4182 + }, + "12": { + "Dice": 0.10177453027139875, + "FN": 5900, + "FP": 984, + "IoU": 0.05361561726697828, + "TN": 122704666, + "TP": 390, + "n_pred": 1374, + "n_ref": 6290 + }, + "13": { + "Dice": 0.4800463477043403, + "FN": 28942, + "FP": 24907, + "IoU": 0.3158295958428094, + "TN": 122633233, + "TP": 24858, + "n_pred": 49765, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8800641577697884, + "FN": 11126, + "FP": 15195, + "IoU": 0.785816583936854, + "TN": 122589050, + "TP": 96569, + "n_pred": 111764, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8922763075876919, + "FN": 3851, + "FP": 7555, + "IoU": 0.8055043994270513, + "TN": 122653296, + "TP": 47238, + "n_pred": 54793, + "n_ref": 51089 + }, + "2": { + "Dice": 0.7145502851158984, + "FN": 58811, + "FP": 3612, + "IoU": 0.5558757194794846, + "TN": 122571387, + "TP": 78130, + "n_pred": 81742, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7962781805680554, + "FN": 3433, + "FP": 69455, + "IoU": 0.6615134557782061, + "TN": 122496605, + "TP": 142447, + "n_pred": 211902, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7496373942837924, + "FN": 11982, + "FP": 23749, + "IoU": 0.5995359992827042, + "TN": 122622716, + "TP": 53493, + "n_pred": 77242, + "n_ref": 65475 + }, + "5": { + "Dice": 0.44072476272648836, + "FN": 12101, + "FP": 863, + "IoU": 0.282647189021691, + "TN": 122693868, + "TP": 5108, + "n_pred": 5971, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9598725622784688, + "FN": 38993, + "FP": 100788, + "IoU": 0.922841305274221, + "TN": 120900336, + "TP": 1671823, + "n_pred": 1772611, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.6544316133811615, + "FN": 151904, + "FP": 285654, + "IoU": 0.48636072301432837, + "TN": 121860062, + "TP": 414320, + "n_pred": 699974, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9128980055212194, + "FN": 6986, + "FP": 17719, + "IoU": 0.8397537766995959, + "TN": 122557771, + "TP": 129464, + "n_pred": 147183, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8614776735094224, + "FN": 12826, + "FP": 7087, + "IoU": 0.7566629599305903, + "TN": 122630107, + "TP": 61920, + "n_pred": 69007, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_008/summary_cross_val.json b/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_008/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..371fe13b5c3b77ced56dd1d043e66cb16451ab77 --- /dev/null +++ b/nnActive_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/loop_008/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.5228971452505434, + "FN": 2087.0266666666666, + "FP": 2354.837777777778, + "IoU": 0.4492374778663453, + "TN": 2909698.2755555557, + "TP": 12234.260000000002, + "n_pred": 14589.097777777775, + "n_ref": 14321.286666666669 + }, + "mean": { + "1": { + "Dice": 0.6071005692514396, + "FN": 854.8, + "FP": 1281.8666666666666, + "IoU": 0.5593106771877607, + "TN": 2908975.1333333333, + "TP": 15262.6, + "n_pred": 16544.466666666667, + "n_ref": 16117.4 + }, + "10": { + "Dice": 0.3871050558266985, + "FN": 1987.9, + "FP": 2511.5333333333333, + "IoU": 0.3043147901430754, + "TN": 2917695.2, + "TP": 4179.766666666666, + "n_pred": 6691.3, + "n_ref": 6167.666666666667 + }, + "11": { + "Dice": 0.25836075168344225, + "FN": 101.8, + "FP": 136.3, + "IoU": 0.1936343292739452, + "TN": 2925980.3333333335, + "TP": 155.96666666666667, + "n_pred": 292.26666666666665, + "n_ref": 257.76666666666665 + }, + "12": { + "Dice": 0.1566872999174146, + "FN": 127.66666666666667, + "FP": 170.1, + "IoU": 0.11709203273874862, + "TN": 2925828.6, + "TP": 248.03333333333333, + "n_pred": 418.1333333333333, + "n_ref": 375.7 + }, + "13": { + "Dice": 0.30150416431596405, + "FN": 2982.766666666667, + "FP": 2468.4333333333334, + "IoU": 0.21930703670728416, + "TN": 2918001.2, + "TP": 2922.0, + "n_pred": 5390.433333333333, + "n_ref": 5904.766666666666 + }, + "14": { + "Dice": 0.6843729442208947, + "FN": 1777.3, + "FP": 1663.6, + "IoU": 0.5707942379310098, + "TN": 2916186.3333333335, + "TP": 6747.166666666667, + "n_pred": 8410.766666666666, + "n_ref": 8524.466666666667 + }, + "15": { + "Dice": 0.34835260352093916, + "FN": 870.6, + "FP": 1818.9, + "IoU": 0.28054820810018966, + "TN": 2919893.433333333, + "TP": 3791.4666666666667, + "n_pred": 5610.366666666667, + "n_ref": 4662.066666666667 + }, + "2": { + "Dice": 0.6727170565689778, + "FN": 2481.5666666666666, + "FP": 946.7333333333333, + "IoU": 0.615158268060947, + "TN": 2912609.2333333334, + "TP": 10336.866666666667, + "n_pred": 11283.6, + "n_ref": 12818.433333333332 + }, + "3": { + "Dice": 0.48903058150638123, + "FN": 845.4, + "FP": 3214.1, + "IoU": 0.44100380131293054, + "TN": 2913978.433333333, + "TP": 8336.466666666667, + "n_pred": 11550.566666666668, + "n_ref": 9181.866666666667 + }, + "4": { + "Dice": 0.4294343529073614, + "FN": 1631.8, + "FP": 638.1333333333333, + "IoU": 0.3844743521286505, + "TN": 2919132.9, + "TP": 4971.566666666667, + "n_pred": 5609.7, + "n_ref": 6603.366666666667 + }, + "5": { + "Dice": 0.5150938895566425, + "FN": 440.1333333333333, + "FP": 480.3, + "IoU": 0.3995419323447557, + "TN": 2924346.8333333335, + "TP": 1107.1333333333334, + "n_pred": 1587.4333333333334, + "n_ref": 1547.2666666666667 + }, + "6": { + "Dice": 0.8822677972668916, + "FN": 7518.333333333333, + "FP": 8114.733333333334, + "IoU": 0.8280188133961096, + "TN": 2819839.466666667, + "TP": 90901.86666666667, + "n_pred": 99016.6, + "n_ref": 98420.2 + }, + "7": { + "Dice": 0.4972371802564926, + "FN": 7608.933333333333, + "FP": 9223.266666666666, + "IoU": 0.40771903492324013, + "TN": 2892476.2333333334, + "TP": 17065.966666666667, + "n_pred": 26289.233333333334, + "n_ref": 24674.9 + }, + "8": { + "Dice": 0.8606428212123929, + "FN": 1305.0333333333333, + "FP": 1188.4666666666667, + "IoU": 0.7908531967900245, + "TN": 2910201.433333333, + "TP": 13679.466666666667, + "n_pred": 14867.933333333332, + "n_ref": 14984.5 + }, + "9": { + "Dice": 0.7535501107462195, + "FN": 771.3666666666667, + "FP": 1466.1, + "IoU": 0.6267914569565071, + "TN": 2920329.3666666667, + "TP": 3807.5666666666666, + "n_pred": 5273.666666666667, + "n_ref": 4578.933333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.5663430420711975, + "FN": 230, + "FP": 38, + "IoU": 0.39503386004514673, + "TN": 2803269, + "TP": 175, + "n_pred": 213, + "n_ref": 405 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 969, + "IoU": 0.0, + "TN": 2802743, + "TP": 0, + "n_pred": 969, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 198, + "IoU": 0.0, + "TN": 2803514, + "TP": 0, + "n_pred": 198, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 196, + "IoU": 0.0, + "TN": 2803516, + "TP": 0, + "n_pred": 196, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 2359, + "FP": 1977, + "IoU": 0.0, + "TN": 2799376, + "TP": 0, + "n_pred": 1977, + "n_ref": 2359 + }, + "14": { + "Dice": 0.7392322941070463, + "FN": 1147, + "FP": 300, + "IoU": 0.5863350485991995, + "TN": 2800214, + "TP": 2051, + "n_pred": 2351, + "n_ref": 3198 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 415, + "IoU": 0.0, + "TN": 2803297, + "TP": 0, + "n_pred": 415, + "n_ref": 0 + }, + "5": { + "Dice": 0.26712467165083853, + "FN": 3367, + "FP": 260, + "IoU": 0.15415111940298507, + "TN": 2799424, + "TP": 661, + "n_pred": 921, + "n_ref": 4028 + }, + "6": { + "Dice": 0.9415782959727163, + "FN": 10256, + "FP": 12921, + "IoU": 0.8896059976756149, + "TN": 2593764, + "TP": 186771, + "n_pred": 199692, + "n_ref": 197027 + }, + "7": { + "Dice": 0.27814068450654494, + "FN": 9446, + "FP": 19175, + "IoU": 0.16153508129485866, + "TN": 2769577, + "TP": 5514, + "n_pred": 24689, + "n_ref": 14960 + }, + "8": { + "Dice": 0.9622978517982138, + "FN": 1555, + "FP": 788, + "IoU": 0.9273353181987346, + "TN": 2771468, + "TP": 29901, + "n_pred": 30689, + "n_ref": 31456 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9691203471874479, + "FN": 362, + "FP": 2783, + "IoU": 0.9400906735751295, + "TN": 3101680, + "TP": 49351, + "n_pred": 52134, + "n_ref": 49713 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 152, + "IoU": 0.0, + "TN": 3154024, + "TP": 0, + "n_pred": 152, + "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": 0.0, + "FN": 0, + "FP": 2997, + "IoU": 0.0, + "TN": 3151179, + "TP": 0, + "n_pred": 2997, + "n_ref": 0 + }, + "14": { + "Dice": 0.9033709420640964, + "FN": 1320, + "FP": 1472, + "IoU": 0.823770750489175, + "TN": 3138333, + "TP": 13051, + "n_pred": 14523, + "n_ref": 14371 + }, + "15": { + "Dice": 0.7061408863386643, + "FN": 163, + "FP": 4651, + "IoU": 0.545763351575769, + "TN": 3143578, + "TP": 5784, + "n_pred": 10435, + "n_ref": 5947 + }, + "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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9365848308136665, + "FN": 2645, + "FP": 824, + "IoU": 0.8807329986935295, + "TN": 3125090, + "TP": 25617, + "n_pred": 26441, + "n_ref": 28262 + }, + "8": { + "Dice": 0.8198320238417773, + "FN": 75, + "FP": 590, + "IoU": 0.6946740128558311, + "TN": 3151998, + "TP": 1513, + "n_pred": 2103, + "n_ref": 1588 + }, + "9": { + "Dice": 0.7549407114624506, + "FN": 271, + "FP": 225, + "IoU": 0.6063492063492063, + "TN": 3152916, + "TP": 764, + "n_pred": 989, + "n_ref": 1035 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 3329374, + "TP": 0, + "n_pred": 34, + "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": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 3329367, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "14": { + "Dice": 0.620933521923621, + "FN": 1974, + "FP": 170, + "IoU": 0.4502564102564103, + "TN": 3325508, + "TP": 1756, + "n_pred": 1926, + "n_ref": 3730 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7378167641325536, + "FN": 523, + "FP": 15, + "IoU": 0.5845559845559846, + "TN": 3328113, + "TP": 757, + "n_pred": 772, + "n_ref": 1280 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 431, + "IoU": 0.0, + "TN": 3328977, + "TP": 0, + "n_pred": 431, + "n_ref": 0 + }, + "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": 0.977967297604074, + "FN": 2806, + "FP": 785, + "IoU": 0.9568845451925848, + "TN": 3246120, + "TP": 79697, + "n_pred": 80482, + "n_ref": 82503 + }, + "7": { + "Dice": 0.568679692125518, + "FN": 2960, + "FP": 2868, + "IoU": 0.39731127197518096, + "TN": 3319738, + "TP": 3842, + "n_pred": 6710, + "n_ref": 6802 + }, + "8": { + "Dice": 0.8277360263034288, + "FN": 2200, + "FP": 734, + "IoU": 0.7061003706300711, + "TN": 3319425, + "TP": 7049, + "n_pred": 7783, + "n_ref": 9249 + }, + "9": { + "Dice": 0.6994970935928417, + "FN": 219, + "FP": 4382, + "IoU": 0.5378666130976296, + "TN": 3319452, + "TP": 5355, + "n_pred": 9737, + "n_ref": 5574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7196850062114417, + "FN": 4186, + "FP": 9127, + "IoU": 0.5621155806992731, + "TN": 2773309, + "TP": 17090, + "n_pred": 26217, + "n_ref": 21276 + }, + "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": 6, + "IoU": 0.0, + "TN": 2803706, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": 0.3342036553524804, + "FN": 211, + "FP": 44, + "IoU": 0.2006269592476489, + "TN": 2803393, + "TP": 64, + "n_pred": 108, + "n_ref": 275 + }, + "14": { + "Dice": 0.8293443959862425, + "FN": 1088, + "FP": 8538, + "IoU": 0.7084443905984977, + "TN": 2770696, + "TP": 23390, + "n_pred": 31928, + "n_ref": 24478 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1081, + "IoU": 0.0, + "TN": 2802631, + "TP": 0, + "n_pred": 1081, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7098, + "IoU": 0.0, + "TN": 2796614, + "TP": 0, + "n_pred": 7098, + "n_ref": 0 + }, + "3": { + "Dice": 0.3203258192839553, + "FN": 6943, + "FP": 233, + "IoU": 0.19070711627382428, + "TN": 2794845, + "TP": 1691, + "n_pred": 1924, + "n_ref": 8634 + }, + "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": 0.9702429273487487, + "FN": 700, + "FP": 2709, + "IoU": 0.942205645503094, + "TN": 2744727, + "TP": 55576, + "n_pred": 58285, + "n_ref": 56276 + }, + "7": { + "Dice": 0.8153126546511071, + "FN": 9156, + "FP": 2413, + "IoU": 0.6882091362350088, + "TN": 2766607, + "TP": 25536, + "n_pred": 27949, + "n_ref": 34692 + }, + "8": { + "Dice": 0.910271546635183, + "FN": 78, + "FP": 530, + "IoU": 0.8353196099674973, + "TN": 2800020, + "TP": 3084, + "n_pred": 3614, + "n_ref": 3162 + }, + "9": { + "Dice": 0.8117647058823529, + "FN": 139, + "FP": 117, + "IoU": 0.6831683168316832, + "TN": 2802904, + "TP": 552, + "n_pred": 669, + "n_ref": 691 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8755337121793887, + "FN": 3834, + "FP": 4270, + "IoU": 0.7786215751085858, + "TN": 2416641, + "TP": 28503, + "n_pred": 32773, + "n_ref": 32337 + }, + "15": { + "Dice": 0.8412057155751607, + "FN": 21060, + "FP": 755, + "IoU": 0.7259318818548438, + "TN": 2373651, + "TP": 57782, + "n_pred": 58537, + "n_ref": 78842 + }, + "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": 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": 0.9518426407415781, + "FN": 181, + "FP": 245, + "IoU": 0.9081104400345125, + "TN": 2448612, + "TP": 4210, + "n_pred": 4455, + "n_ref": 4391 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 111, + "IoU": 0.0, + "TN": 2803601, + "TP": 0, + "n_pred": 111, + "n_ref": 0 + }, + "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": 82, + "IoU": 0.0, + "TN": 2803630, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 278, + "IoU": 0.0, + "TN": 2803434, + "TP": 0, + "n_pred": 278, + "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": 0.9384507757095238, + "FN": 1734, + "FP": 2753, + "IoU": 0.8840388690753088, + "TN": 2765018, + "TP": 34207, + "n_pred": 36960, + "n_ref": 35941 + }, + "3": { + "Dice": 0.9325848278603011, + "FN": 607, + "FP": 750, + "IoU": 0.8736851903565113, + "TN": 2792969, + "TP": 9386, + "n_pred": 10136, + "n_ref": 9993 + }, + "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": 0.9758212394085849, + "FN": 1251, + "FP": 2296, + "IoU": 0.9527841007414507, + "TN": 2728589, + "TP": 71576, + "n_pred": 73872, + "n_ref": 72827 + }, + "7": { + "Dice": 0.41068127765903, + "FN": 93144, + "FP": 4733, + "IoU": 0.25840083042256085, + "TN": 2671731, + "TP": 34104, + "n_pred": 38837, + "n_ref": 127248 + }, + "8": { + "Dice": 0.8830335982155305, + "FN": 252, + "FP": 587, + "IoU": 0.790564153769346, + "TN": 2799706, + "TP": 3167, + "n_pred": 3754, + "n_ref": 3419 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 732, + "IoU": 0.0, + "TN": 3153444, + "TP": 0, + "n_pred": 732, + "n_ref": 0 + }, + "10": { + "Dice": 0.8123994800502324, + "FN": 4670, + "FP": 3845, + "IoU": 0.6840679726921935, + "TN": 3127224, + "TP": 18437, + "n_pred": 22282, + "n_ref": 23107 + }, + "11": { + "Dice": 0.5422794117647058, + "FN": 336, + "FP": 162, + "IoU": 0.3720050441361917, + "TN": 3153383, + "TP": 295, + "n_pred": 457, + "n_ref": 631 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5901503737185737, + "FN": 24554, + "FP": 3192, + "IoU": 0.4185910062444994, + "TN": 3106454, + "TP": 19976, + "n_pred": 23168, + "n_ref": 44530 + }, + "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": 0.8873561333565638, + "FN": 5600, + "FP": 5391, + "IoU": 0.7975203566559818, + "TN": 3099894, + "TP": 43291, + "n_pred": 48682, + "n_ref": 48891 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2912, + "IoU": 0.0, + "TN": 3151264, + "TP": 0, + "n_pred": 2912, + "n_ref": 0 + }, + "4": { + "Dice": 0.02319512902290519, + "FN": 22, + "FP": 3347, + "IoU": 0.011733646230566148, + "TN": 3150767, + "TP": 40, + "n_pred": 3387, + "n_ref": 62 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9308789967859878, + "FN": 3564, + "FP": 5189, + "IoU": 0.8706956406127665, + "TN": 3086483, + "TP": 58940, + "n_pred": 64129, + "n_ref": 62504 + }, + "7": { + "Dice": 0.4578489462236556, + "FN": 26418, + "FP": 2496, + "IoU": 0.2968898183498286, + "TN": 3113053, + "TP": 12209, + "n_pred": 14705, + "n_ref": 38627 + }, + "8": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 3154164, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "9": { + "Dice": 0.4707173657389259, + "FN": 1197, + "FP": 5554, + "IoU": 0.30780272736593867, + "TN": 3144423, + "TP": 3002, + "n_pred": 8556, + "n_ref": 4199 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2993, + "IoU": 0.0, + "TN": 2975951, + "TP": 0, + "n_pred": 2993, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6023681377825619, + "FN": 655, + "FP": 1192, + "IoU": 0.43099199014171286, + "TN": 2975698, + "TP": 1399, + "n_pred": 2591, + "n_ref": 2054 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 2978886, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6883654305268184, + "FN": 2086, + "FP": 5746, + "IoU": 0.5248149496420337, + "TN": 2962462, + "TP": 8650, + "n_pred": 14396, + "n_ref": 10736 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 2978911, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "2": { + "Dice": 0.9118719849394047, + "FN": 56, + "FP": 693, + "IoU": 0.8380190311418685, + "TN": 2974320, + "TP": 3875, + "n_pred": 4568, + "n_ref": 3931 + }, + "3": { + "Dice": 0.8440366972477065, + "FN": 8, + "FP": 9, + "IoU": 0.7301587301587301, + "TN": 2978881, + "TP": 46, + "n_pred": 55, + "n_ref": 54 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1833, + "IoU": 0.0, + "TN": 2977111, + "TP": 0, + "n_pred": 1833, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9849496084382808, + "FN": 6255, + "FP": 925, + "IoU": 0.9703455282873923, + "TN": 2736822, + "TP": 234942, + "n_pred": 235867, + "n_ref": 241197 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8325014398157036, + "FN": 1055, + "FP": 2435, + "IoU": 0.713064211132122, + "TN": 2966781, + "TP": 8673, + "n_pred": 11108, + "n_ref": 9728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2542, + "IoU": 0.0, + "TN": 3151634, + "TP": 0, + "n_pred": 2542, + "n_ref": 0 + }, + "10": { + "Dice": 0.034482758620689655, + "FN": 8, + "FP": 104, + "IoU": 0.017543859649122806, + "TN": 3154062, + "TP": 2, + "n_pred": 106, + "n_ref": 10 + }, + "11": { + "Dice": 0.0, + "FN": 79, + "FP": 0, + "IoU": 0.0, + "TN": 3154097, + "TP": 0, + "n_pred": 0, + "n_ref": 79 + }, + "12": { + "Dice": 0.1359773371104816, + "FN": 81, + "FP": 224, + "IoU": 0.0729483282674772, + "TN": 3153847, + "TP": 24, + "n_pred": 248, + "n_ref": 105 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7934825284648607, + "FN": 6, + "FP": 1046, + "IoU": 0.6576635209892613, + "TN": 3151103, + "TP": 2021, + "n_pred": 3067, + "n_ref": 2027 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9222308993882598, + "FN": 7045, + "FP": 2515, + "IoU": 0.8556850431737214, + "TN": 3087932, + "TP": 56684, + "n_pred": 59199, + "n_ref": 63729 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3338, + "IoU": 0.0, + "TN": 3150838, + "TP": 0, + "n_pred": 3338, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5149409312022237, + "FN": 959, + "FP": 3229, + "IoU": 0.34674777725783806, + "TN": 3147765, + "TP": 2223, + "n_pred": 5452, + "n_ref": 3182 + }, + "6": { + "Dice": 0.8599624060150376, + "FN": 7461, + "FP": 2969, + "IoU": 0.754328112118714, + "TN": 3111721, + "TP": 32025, + "n_pred": 34994, + "n_ref": 39486 + }, + "7": { + "Dice": 0.4226579520697168, + "FN": 350, + "FP": 445, + "IoU": 0.26795580110497236, + "TN": 3153090, + "TP": 291, + "n_pred": 736, + "n_ref": 641 + }, + "8": { + "Dice": 0.9346211385527939, + "FN": 1198, + "FP": 1293, + "IoU": 0.8772664564446196, + "TN": 3133880, + "TP": 17805, + "n_pred": 19098, + "n_ref": 19003 + }, + "9": { + "Dice": 0.8389822182925631, + "FN": 297, + "FP": 4620, + "IoU": 0.7226265019461838, + "TN": 3136449, + "TP": 12810, + "n_pred": 17430, + "n_ref": 13107 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9428771340610131, + "FN": 1202, + "FP": 2880, + "IoU": 0.8919276693759762, + "TN": 2941173, + "TP": 33689, + "n_pred": 36569, + "n_ref": 34891 + }, + "10": { + "Dice": 0.7272042200452148, + "FN": 601, + "FP": 847, + "IoU": 0.5713439905269391, + "TN": 2975566, + "TP": 1930, + "n_pred": 2777, + "n_ref": 2531 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 190, + "IoU": 0.0, + "TN": 2978754, + "TP": 0, + "n_pred": 190, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 2978925, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "13": { + "Dice": 0.596928110515314, + "FN": 1649, + "FP": 2786, + "IoU": 0.42544371032517164, + "TN": 2971225, + "TP": 3284, + "n_pred": 6070, + "n_ref": 4933 + }, + "14": { + "Dice": 0.8470903335768201, + "FN": 5588, + "FP": 1948, + "IoU": 0.734741288278775, + "TN": 2950534, + "TP": 20874, + "n_pred": 22822, + "n_ref": 26462 + }, + "15": { + "Dice": 0.8283515519874208, + "FN": 1820, + "FP": 9533, + "IoU": 0.7069966707099905, + "TN": 2940197, + "TP": 27394, + "n_pred": 36927, + "n_ref": 29214 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.956473523703909, + "FN": 122, + "FP": 820, + "IoU": 0.9165781083953242, + "TN": 2967652, + "TP": 10350, + "n_pred": 11170, + "n_ref": 10472 + }, + "4": { + "Dice": 0.8973607038123167, + "FN": 6297, + "FP": 1088, + "IoU": 0.8138297872340425, + "TN": 2939276, + "TP": 32283, + "n_pred": 33371, + "n_ref": 38580 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9583554122109058, + "FN": 2658, + "FP": 7323, + "IoU": 0.9200406966497364, + "TN": 2854118, + "TP": 114845, + "n_pred": 122168, + "n_ref": 117503 + }, + "7": { + "Dice": 0.0, + "FN": 553, + "FP": 0, + "IoU": 0.0, + "TN": 2978391, + "TP": 0, + "n_pred": 0, + "n_ref": 553 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5738055621583076, + "FN": 225, + "FP": 1568, + "IoU": 0.4023333333333333, + "TN": 2975944, + "TP": 1207, + "n_pred": 2775, + "n_ref": 1432 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6345957011258956, + "FN": 264, + "FP": 93, + "IoU": 0.46476761619190404, + "TN": 3153509, + "TP": 310, + "n_pred": 403, + "n_ref": 574 + }, + "10": { + "Dice": 0.7430830039525692, + "FN": 375, + "FP": 405, + "IoU": 0.5911949685534591, + "TN": 3152268, + "TP": 1128, + "n_pred": 1533, + "n_ref": 1503 + }, + "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": 0.6623029472241261, + "FN": 4442, + "FP": 5412, + "IoU": 0.4951068299431265, + "TN": 3134659, + "TP": 9663, + "n_pred": 15075, + "n_ref": 14105 + }, + "14": { + "Dice": 0.8450801532897932, + "FN": 13700, + "FP": 651, + "IoU": 0.7317219075393042, + "TN": 3100683, + "TP": 39142, + "n_pred": 39793, + "n_ref": 52842 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5171, + "IoU": 0.0, + "TN": 3149005, + "TP": 0, + "n_pred": 5171, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.43297252289758537, + "FN": 138, + "FP": 543, + "IoU": 0.2763018065887354, + "TN": 3153235, + "TP": 260, + "n_pred": 803, + "n_ref": 398 + }, + "4": { + "Dice": 0.9023670668953688, + "FN": 1123, + "FP": 3146, + "IoU": 0.8221027628453557, + "TN": 3130179, + "TP": 19728, + "n_pred": 22874, + "n_ref": 20851 + }, + "5": { + "Dice": 0.7980693147649944, + "FN": 391, + "FP": 2161, + "IoU": 0.6639894667544437, + "TN": 3146581, + "TP": 5043, + "n_pred": 7204, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9571003781864372, + "FN": 4894, + "FP": 1050, + "IoU": 0.9177301038062283, + "TN": 3081926, + "TP": 66306, + "n_pred": 67356, + "n_ref": 71200 + }, + "7": { + "Dice": 0.8879935535858179, + "FN": 2428, + "FP": 6885, + "IoU": 0.7985507246376812, + "TN": 3107946, + "TP": 36917, + "n_pred": 43802, + "n_ref": 39345 + }, + "8": { + "Dice": 0.9538189291014956, + "FN": 2268, + "FP": 968, + "IoU": 0.9117149560757353, + "TN": 3117522, + "TP": 33418, + "n_pred": 34386, + "n_ref": 35686 + }, + "9": { + "Dice": 0.7294256956779159, + "FN": 767, + "FP": 1061, + "IoU": 0.5740913327120224, + "TN": 3149884, + "TP": 2464, + "n_pred": 3525, + "n_ref": 3231 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.878045384936656, + "FN": 494, + "FP": 1258, + "IoU": 0.7826033006576498, + "TN": 2970885, + "TP": 6307, + "n_pred": 7565, + "n_ref": 6801 + }, + "10": { + "Dice": 0.0, + "FN": 954, + "FP": 0, + "IoU": 0.0, + "TN": 2977990, + "TP": 0, + "n_pred": 0, + "n_ref": 954 + }, + "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": 5, + "IoU": 0.0, + "TN": 2978939, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": 0.0009528346831824678, + "FN": 6291, + "FP": 0, + "IoU": 0.00047664442326024784, + "TN": 2972650, + "TP": 3, + "n_pred": 3, + "n_ref": 6294 + }, + "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": 0.8572723838307518, + "FN": 10099, + "FP": 1235, + "IoU": 0.7501983602221635, + "TN": 2933572, + "TP": 34038, + "n_pred": 35273, + "n_ref": 44137 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 2978924, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1039, + "IoU": 0.0, + "TN": 2977905, + "TP": 0, + "n_pred": 1039, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9435653315160131, + "FN": 12743, + "FP": 15164, + "IoU": 0.8931601353731183, + "TN": 2717740, + "TP": 233297, + "n_pred": 248461, + "n_ref": 246040 + }, + "7": { + "Dice": 0.0, + "FN": 1551, + "FP": 68, + "IoU": 0.0, + "TN": 2977325, + "TP": 0, + "n_pred": 68, + "n_ref": 1551 + }, + "8": { + "Dice": 0.8364093959731543, + "FN": 261, + "FP": 129, + "IoU": 0.718817591925018, + "TN": 2977557, + "TP": 997, + "n_pred": 1126, + "n_ref": 1258 + }, + "9": { + "Dice": 0.6512875536480687, + "FN": 4124, + "FP": 7576, + "IoU": 0.48289578361177404, + "TN": 2956318, + "TP": 10926, + "n_pred": 18502, + "n_ref": 15050 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9354330708661417, + "FN": 26, + "FP": 15, + "IoU": 0.878698224852071, + "TN": 2803374, + "TP": 297, + "n_pred": 312, + "n_ref": 323 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 2803695, + "TP": 0, + "n_pred": 17, + "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": 0.3632423459977868, + "FN": 1555, + "FP": 12255, + "IoU": 0.22192799594343343, + "TN": 2785963, + "TP": 3939, + "n_pred": 16194, + "n_ref": 5494 + }, + "14": { + "Dice": 0.8885963785796841, + "FN": 6872, + "FP": 68, + "IoU": 0.799526258016061, + "TN": 2769094, + "TP": 27678, + "n_pred": 27746, + "n_ref": 34550 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 17374, + "IoU": 0.0, + "TN": 2786338, + "TP": 0, + "n_pred": 17374, + "n_ref": 0 + }, + "2": { + "Dice": 0.9675368898978434, + "FN": 336, + "FP": 665, + "IoU": 0.9371152154793315, + "TN": 2787794, + "TP": 14917, + "n_pred": 15582, + "n_ref": 15253 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 113, + "IoU": 0.0, + "TN": 2803599, + "TP": 0, + "n_pred": 113, + "n_ref": 0 + }, + "4": { + "Dice": 0.7031446540880503, + "FN": 890, + "FP": 54, + "IoU": 0.542192046556741, + "TN": 2801650, + "TP": 1118, + "n_pred": 1172, + "n_ref": 2008 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9784003088016688, + "FN": 1922, + "FP": 3338, + "IoU": 0.9577139825228513, + "TN": 2679321, + "TP": 119131, + "n_pred": 122469, + "n_ref": 121053 + }, + "7": { + "Dice": 0.014325141280063083, + "FN": 30, + "FP": 29970, + "IoU": 0.007214243166324707, + "TN": 2773494, + "TP": 218, + "n_pred": 30188, + "n_ref": 248 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 2803653, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "10": { + "Dice": 0.621697987977168, + "FN": 12039, + "FP": 7910, + "IoU": 0.45106078533887345, + "TN": 2767371, + "TP": 16392, + "n_pred": 24302, + "n_ref": 28431 + }, + "11": { + "Dice": 0.0, + "FN": 1452, + "FP": 58, + "IoU": 0.0, + "TN": 2802202, + "TP": 0, + "n_pred": 58, + "n_ref": 1452 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 2803692, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "13": { + "Dice": 0.30389353849352807, + "FN": 9465, + "FP": 3926, + "IoU": 0.17917126394507785, + "TN": 2787398, + "TP": 2923, + "n_pred": 6849, + "n_ref": 12388 + }, + "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": 0.1404447794949114, + "FN": 22686, + "FP": 118, + "IoU": 0.07552600640531884, + "TN": 2779045, + "TP": 1863, + "n_pred": 1981, + "n_ref": 24549 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11194, + "IoU": 0.0, + "TN": 2792518, + "TP": 0, + "n_pred": 11194, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 27, + "FP": 0, + "IoU": 0.0, + "TN": 2803685, + "TP": 0, + "n_pred": 0, + "n_ref": 27 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7543960210624504, + "FN": 129718, + "FP": 8252, + "IoU": 0.6056467656003476, + "TN": 2453848, + "TP": 211894, + "n_pred": 220146, + "n_ref": 341612 + }, + "7": { + "Dice": 0.08019273791085872, + "FN": 32750, + "FP": 10010, + "IoU": 0.041771244173538905, + "TN": 2759088, + "TP": 1864, + "n_pred": 11874, + "n_ref": 34614 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9342172220770468, + "FN": 3833, + "FP": 950, + "IoU": 0.8765549992257265, + "TN": 2940198, + "TP": 33963, + "n_pred": 34913, + "n_ref": 37796 + }, + "10": { + "Dice": 0.5157705376773936, + "FN": 7269, + "FP": 4844, + "IoU": 0.34750053867700925, + "TN": 2960380, + "TP": 6451, + "n_pred": 11295, + "n_ref": 13720 + }, + "11": { + "Dice": 0.6485444380181222, + "FN": 197, + "FP": 1626, + "IoU": 0.479885877318117, + "TN": 2975439, + "TP": 1682, + "n_pred": 3308, + "n_ref": 1879 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 161, + "IoU": 0.0, + "TN": 2978783, + "TP": 0, + "n_pred": 161, + "n_ref": 0 + }, + "13": { + "Dice": 0.7196300272524568, + "FN": 2638, + "FP": 757, + "IoU": 0.5620485036119711, + "TN": 2971192, + "TP": 4357, + "n_pred": 5114, + "n_ref": 6995 + }, + "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": 0.9289538034498711, + "FN": 821, + "FP": 254, + "IoU": 0.8673330865111687, + "TN": 2970841, + "TP": 7028, + "n_pred": 7282, + "n_ref": 7849 + }, + "3": { + "Dice": 0.616698801649867, + "FN": 1519, + "FP": 14186, + "IoU": 0.44581671900913933, + "TN": 2950605, + "TP": 12634, + "n_pred": 26820, + "n_ref": 14153 + }, + "4": { + "Dice": 0.1491300745650373, + "FN": 1025, + "FP": 2, + "IoU": 0.08057296329453895, + "TN": 2977827, + "TP": 90, + "n_pred": 92, + "n_ref": 1115 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 2978937, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "6": { + "Dice": 0.9433108758421559, + "FN": 4020, + "FP": 7760, + "IoU": 0.8927042535750068, + "TN": 2869154, + "TP": 98010, + "n_pred": 105770, + "n_ref": 102030 + }, + "7": { + "Dice": 0.5347631678666162, + "FN": 8301, + "FP": 53087, + "IoU": 0.36496705251942196, + "TN": 2882275, + "TP": 35281, + "n_pred": 88368, + "n_ref": 43582 + }, + "8": { + "Dice": 0.9318591318591318, + "FN": 704, + "FP": 128, + "IoU": 0.8724122067167612, + "TN": 2972423, + "TP": 5689, + "n_pred": 5817, + "n_ref": 6393 + }, + "9": { + "Dice": 0.53868166072594, + "FN": 5221, + "FP": 3968, + "IoU": 0.3686271815308506, + "TN": 2964390, + "TP": 5365, + "n_pred": 9333, + "n_ref": 10586 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.06666666666666667, + "FN": 168, + "FP": 0, + "IoU": 0.034482758620689655, + "TN": 3154002, + "TP": 6, + "n_pred": 6, + "n_ref": 174 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 125, + "IoU": 0.0, + "TN": 3154051, + "TP": 0, + "n_pred": 125, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1019, + "IoU": 0.0, + "TN": 3153157, + "TP": 0, + "n_pred": 1019, + "n_ref": 0 + }, + "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": 0.0, + "FN": 0, + "FP": 640, + "IoU": 0.0, + "TN": 3153536, + "TP": 0, + "n_pred": 640, + "n_ref": 0 + }, + "3": { + "Dice": 0.9560081073255478, + "FN": 3592, + "FP": 3245, + "IoU": 0.9157236890762518, + "TN": 3073050, + "TP": 74289, + "n_pred": 77534, + "n_ref": 77881 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5307194826192401, + "FN": 2157, + "FP": 165, + "IoU": 0.3612104539202201, + "TN": 3150541, + "TP": 1313, + "n_pred": 1478, + "n_ref": 3470 + }, + "6": { + "Dice": 0.9018529286960348, + "FN": 5382, + "FP": 863, + "IoU": 0.8212496779918138, + "TN": 3119239, + "TP": 28692, + "n_pred": 29555, + "n_ref": 34074 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4597, + "IoU": 0.0, + "TN": 3149579, + "TP": 0, + "n_pred": 4597, + "n_ref": 0 + }, + "8": { + "Dice": 0.9286754002911208, + "FN": 39, + "FP": 353, + "IoU": 0.8668478260869565, + "TN": 3151232, + "TP": 2552, + "n_pred": 2905, + "n_ref": 2591 + }, + "9": { + "Dice": 0.7342889398241593, + "FN": 5365, + "FP": 2402, + "IoU": 0.5801394669982162, + "TN": 3135677, + "TP": 10732, + "n_pred": 13134, + "n_ref": 16097 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.823869045790977, + "FN": 399, + "FP": 5336, + "IoU": 0.7004909128890746, + "TN": 2959796, + "TP": 13413, + "n_pred": 18749, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3957874112172422, + "FN": 2458, + "FP": 9, + "IoU": 0.2467175572519084, + "TN": 2975669, + "TP": 808, + "n_pred": 817, + "n_ref": 3266 + }, + "13": { + "Dice": 0.0, + "FN": 67, + "FP": 0, + "IoU": 0.0, + "TN": 2978877, + "TP": 0, + "n_pred": 0, + "n_ref": 67 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.956625192088435, + "FN": 304, + "FP": 1446, + "IoU": 0.9168567084758646, + "TN": 2957896, + "TP": 19298, + "n_pred": 20744, + "n_ref": 19602 + }, + "4": { + "Dice": 0.9483513087046346, + "FN": 1608, + "FP": 1567, + "IoU": 0.9017757703254548, + "TN": 2946620, + "TP": 29149, + "n_pred": 30716, + "n_ref": 30757 + }, + "5": { + "Dice": 0.8469319640564826, + "FN": 1094, + "FP": 1887, + "IoU": 0.7345030281439259, + "TN": 2967716, + "TP": 8247, + "n_pred": 10134, + "n_ref": 9341 + }, + "6": { + "Dice": 0.9595124770935567, + "FN": 3154, + "FP": 3430, + "IoU": 0.9221758608054278, + "TN": 2894343, + "TP": 78017, + "n_pred": 81447, + "n_ref": 81171 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 2978933, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "8": { + "Dice": 0.9585886018653025, + "FN": 378, + "FP": 3556, + "IoU": 0.920470626288764, + "TN": 2929478, + "TP": 45532, + "n_pred": 49088, + "n_ref": 45910 + }, + "9": { + "Dice": 0.8160621761658031, + "FN": 83, + "FP": 59, + "IoU": 0.6892778993435449, + "TN": 2978487, + "TP": 315, + "n_pred": 374, + "n_ref": 398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6741379310344827, + "FN": 763, + "FP": 749, + "IoU": 0.5084525357607282, + "TN": 3151100, + "TP": 1564, + "n_pred": 2313, + "n_ref": 2327 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8078291814946619, + "FN": 308, + "FP": 1096, + "IoU": 0.6776119402985075, + "TN": 3149821, + "TP": 2951, + "n_pred": 4047, + "n_ref": 3259 + }, + "13": { + "Dice": 0.483295032702846, + "FN": 2160, + "FP": 3686, + "IoU": 0.31864801864801867, + "TN": 3145596, + "TP": 2734, + "n_pred": 6420, + "n_ref": 4894 + }, + "14": { + "Dice": 0.8837600779658014, + "FN": 2099, + "FP": 525, + "IoU": 0.7917295023414557, + "TN": 3141577, + "TP": 9975, + "n_pred": 10500, + "n_ref": 12074 + }, + "15": { + "Dice": 0.8301108533127095, + "FN": 1921, + "FP": 5328, + "IoU": 0.7095636844424856, + "TN": 3129217, + "TP": 17710, + "n_pred": 23038, + "n_ref": 19631 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9181218471090415, + "FN": 30, + "FP": 181, + "IoU": 0.8486370157819225, + "TN": 3152782, + "TP": 1183, + "n_pred": 1364, + "n_ref": 1213 + }, + "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": 0.9967172592581428, + "FN": 45, + "FP": 1044, + "IoU": 0.9934560007691753, + "TN": 2987764, + "TP": 165323, + "n_pred": 166367, + "n_ref": 165368 + }, + "7": { + "Dice": 0.8749580958766343, + "FN": 304, + "FP": 69, + "IoU": 0.7777115613825983, + "TN": 3152498, + "TP": 1305, + "n_pred": 1374, + "n_ref": 1609 + }, + "8": { + "Dice": 0.8938159192654982, + "FN": 1061, + "FP": 5936, + "IoU": 0.8080173407232618, + "TN": 3117730, + "TP": 29449, + "n_pred": 35385, + "n_ref": 30510 + }, + "9": { + "Dice": 0.6410256410256411, + "FN": 1, + "FP": 27, + "IoU": 0.4716981132075472, + "TN": 3154123, + "TP": 25, + "n_pred": 52, + "n_ref": 26 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9396296089072903, + "FN": 952, + "FP": 7680, + "IoU": 0.8861333896158716, + "TN": 2903136, + "TP": 67176, + "n_pred": 74856, + "n_ref": 68128 + }, + "10": { + "Dice": 0.7933978993316055, + "FN": 3110, + "FP": 4463, + "IoU": 0.6575472551324952, + "TN": 2956830, + "TP": 14541, + "n_pred": 19004, + "n_ref": 17651 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6153279292557111, + "FN": 295, + "FP": 749, + "IoU": 0.44438531133581693, + "TN": 2977065, + "TP": 835, + "n_pred": 1584, + "n_ref": 1130 + }, + "13": { + "Dice": 0.678322810425773, + "FN": 5431, + "FP": 530, + "IoU": 0.5132288094071533, + "TN": 2966698, + "TP": 6285, + "n_pred": 6815, + "n_ref": 11716 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.21898292291725635, + "FN": 122, + "FP": 16434, + "IoU": 0.12295385919372781, + "TN": 2960067, + "TP": 2321, + "n_pred": 18755, + "n_ref": 2443 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7618959451953342, + "FN": 1111, + "FP": 1461, + "IoU": 0.6153731120083744, + "TN": 2972257, + "TP": 4115, + "n_pred": 5576, + "n_ref": 5226 + }, + "6": { + "Dice": 0.9520256707603891, + "FN": 8284, + "FP": 2017, + "IoU": 0.9084436938938761, + "TN": 2866434, + "TP": 102209, + "n_pred": 104226, + "n_ref": 110493 + }, + "7": { + "Dice": 0.9111223091822434, + "FN": 8116, + "FP": 3172, + "IoU": 0.8367535829464764, + "TN": 2909797, + "TP": 57859, + "n_pred": 61031, + "n_ref": 65975 + }, + "8": { + "Dice": 0.9453162918621583, + "FN": 433, + "FP": 3623, + "IoU": 0.896303113974536, + "TN": 2939830, + "TP": 35058, + "n_pred": 38681, + "n_ref": 35491 + }, + "9": { + "Dice": 0.93938127090301, + "FN": 597, + "FP": 273, + "IoU": 0.8856917619235317, + "TN": 2971333, + "TP": 6741, + "n_pred": 7014, + "n_ref": 7338 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 306, + "IoU": 0.0, + "TN": 2978638, + "TP": 0, + "n_pred": 306, + "n_ref": 0 + }, + "10": { + "Dice": 0.6810148232611174, + "FN": 2108, + "FP": 2368, + "IoU": 0.5163172682083423, + "TN": 2969690, + "TP": 4778, + "n_pred": 7146, + "n_ref": 6886 + }, + "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": 0.4851459301414922, + "FN": 7480, + "FP": 2381, + "IoU": 0.32025918522092783, + "TN": 2964437, + "TP": 4646, + "n_pred": 7027, + "n_ref": 12126 + }, + "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": 0.9550045913682277, + "FN": 39, + "FP": 108, + "IoU": 0.9138840070298769, + "TN": 2977237, + "TP": 1560, + "n_pred": 1668, + "n_ref": 1599 + }, + "3": { + "Dice": 0.9648230988206588, + "FN": 187, + "FP": 159, + "IoU": 0.9320369279120015, + "TN": 2973853, + "TP": 4745, + "n_pred": 4904, + "n_ref": 4932 + }, + "4": { + "Dice": 0.9355925856581164, + "FN": 1315, + "FP": 1437, + "IoU": 0.8789797713280563, + "TN": 2956204, + "TP": 19988, + "n_pred": 21425, + "n_ref": 21303 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9609969250687813, + "FN": 1948, + "FP": 2390, + "IoU": 0.9249221183800623, + "TN": 2921164, + "TP": 53442, + "n_pred": 55832, + "n_ref": 55390 + }, + "7": { + "Dice": 0.4459684123025769, + "FN": 2593, + "FP": 2739, + "IoU": 0.2869751270393153, + "TN": 2971466, + "TP": 2146, + "n_pred": 4885, + "n_ref": 4739 + }, + "8": { + "Dice": 0.7548529986537543, + "FN": 5474, + "FP": 171, + "IoU": 0.6062360491071429, + "TN": 2964608, + "TP": 8691, + "n_pred": 8862, + "n_ref": 14165 + }, + "9": { + "Dice": 0.9233068874324479, + "FN": 159, + "FP": 508, + "IoU": 0.8575395130286202, + "TN": 2974262, + "TP": 4015, + "n_pred": 4523, + "n_ref": 4174 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.976476197646114, + "FN": 3237, + "FP": 1450, + "IoU": 0.9540336975070122, + "TN": 2526514, + "TP": 97279, + "n_pred": 98729, + "n_ref": 100516 + }, + "10": { + "Dice": 0.0, + "FN": 1190, + "FP": 19710, + "IoU": 0.0, + "TN": 2607580, + "TP": 0, + "n_pred": 19710, + "n_ref": 1190 + }, + "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": 0.3043400607251295, + "FN": 284, + "FP": 7506, + "IoU": 0.17948177796503054, + "TN": 2618986, + "TP": 1704, + "n_pred": 9210, + "n_ref": 1988 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 18698, + "IoU": 0.0, + "TN": 2609782, + "TP": 0, + "n_pred": 18698, + "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": 0.9280138768430182, + "FN": 199, + "FP": 50, + "IoU": 0.8656957928802589, + "TN": 2626626, + "TP": 1605, + "n_pred": 1655, + "n_ref": 1804 + }, + "4": { + "Dice": 0.0, + "FN": 25322, + "FP": 0, + "IoU": 0.0, + "TN": 2603158, + "TP": 0, + "n_pred": 0, + "n_ref": 25322 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9120051143887848, + "FN": 2360, + "FP": 11129, + "IoU": 0.8382439351968438, + "TN": 2545089, + "TP": 69902, + "n_pred": 81031, + "n_ref": 72262 + }, + "7": { + "Dice": 0.847901551767105, + "FN": 10639, + "FP": 32694, + "IoU": 0.7359627582761079, + "TN": 2464363, + "TP": 120784, + "n_pred": 153478, + "n_ref": 131423 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8272790506940191, + "FN": 5935, + "FP": 10702, + "IoU": 0.705435552407932, + "TN": 2747232, + "TP": 39843, + "n_pred": 50545, + "n_ref": 45778 + }, + "10": { + "Dice": 0.1607893294354102, + "FN": 18225, + "FP": 147, + "IoU": 0.08742300814623485, + "TN": 2783580, + "TP": 1760, + "n_pred": 1907, + "n_ref": 19985 + }, + "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": 0.02194787379972565, + "FN": 4230, + "FP": 48, + "IoU": 0.011095700416088766, + "TN": 2799386, + "TP": 48, + "n_pred": 96, + "n_ref": 4278 + }, + "14": { + "Dice": 0.6778013682472281, + "FN": 1079, + "FP": 5750, + "IoU": 0.5126320296888381, + "TN": 2789700, + "TP": 7183, + "n_pred": 12933, + "n_ref": 8262 + }, + "15": { + "Dice": 0.13517665130568357, + "FN": 1020, + "FP": 106, + "IoU": 0.07248764415156507, + "TN": 2802498, + "TP": 88, + "n_pred": 194, + "n_ref": 1108 + }, + "2": { + "Dice": 0.8019712099597976, + "FN": 1264, + "FP": 263, + "IoU": 0.6694089629789998, + "TN": 2799093, + "TP": 3092, + "n_pred": 3355, + "n_ref": 4356 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2016, + "IoU": 0.0, + "TN": 2801696, + "TP": 0, + "n_pred": 2016, + "n_ref": 0 + }, + "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": 0.39940210686153554, + "FN": 199, + "FP": 75743, + "IoU": 0.24953307046930123, + "TN": 2702519, + "TP": 25251, + "n_pred": 100994, + "n_ref": 25450 + }, + "7": { + "Dice": 0.8637925558026046, + "FN": 2291, + "FP": 2426, + "IoU": 0.7602419436820169, + "TN": 2784038, + "TP": 14957, + "n_pred": 17383, + "n_ref": 17248 + }, + "8": { + "Dice": 0.892502756339581, + "FN": 1789, + "FP": 1721, + "IoU": 0.805873568939771, + "TN": 2785631, + "TP": 14571, + "n_pred": 16292, + "n_ref": 16360 + }, + "9": { + "Dice": 0.8607494722026742, + "FN": 928, + "FP": 2238, + "IoU": 0.7555401127326076, + "TN": 2790761, + "TP": 9785, + "n_pred": 12023, + "n_ref": 10713 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0281.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": 226, + "IoU": 0.0, + "TN": 2978718, + "TP": 0, + "n_pred": 226, + "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": 0.0, + "FN": 0, + "FP": 1209, + "IoU": 0.0, + "TN": 2977735, + "TP": 0, + "n_pred": 1209, + "n_ref": 0 + }, + "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": 327, + "IoU": 0.0, + "TN": 2978617, + "TP": 0, + "n_pred": 327, + "n_ref": 0 + }, + "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": 0.9088194120391974, + "FN": 1032, + "FP": 922, + "IoU": 0.8328771809784468, + "TN": 2967252, + "TP": 9738, + "n_pred": 10660, + "n_ref": 10770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9918892287545618, + "FN": 427, + "FP": 2100, + "IoU": 0.9839089681872596, + "TN": 2821900, + "TP": 154517, + "n_pred": 156617, + "n_ref": 154944 + }, + "7": { + "Dice": 0.002047531992687386, + "FN": 0, + "FP": 13647, + "IoU": 0.0010248151672644756, + "TN": 2965283, + "TP": 14, + "n_pred": 13661, + "n_ref": 14 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9373080491916829, + "FN": 2121, + "FP": 2676, + "IoU": 0.8820129375015372, + "TN": 2763055, + "TP": 35860, + "n_pred": 38536, + "n_ref": 37981 + }, + "10": { + "Dice": 0.8326794645263694, + "FN": 2688, + "FP": 2899, + "IoU": 0.7133254656472882, + "TN": 2784223, + "TP": 13902, + "n_pred": 16801, + "n_ref": 16590 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 2803709, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "12": { + "Dice": 0.7087622395179513, + "FN": 679, + "FP": 1641, + "IoU": 0.5489014194050166, + "TN": 2798569, + "TP": 2823, + "n_pred": 4464, + "n_ref": 3502 + }, + "13": { + "Dice": 0.05263157894736842, + "FN": 50, + "FP": 58, + "IoU": 0.02702702702702703, + "TN": 2803601, + "TP": 3, + "n_pred": 61, + "n_ref": 53 + }, + "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": 0.9560444130244937, + "FN": 133, + "FP": 924, + "IoU": 0.9157903123008285, + "TN": 2791160, + "TP": 11495, + "n_pred": 12419, + "n_ref": 11628 + }, + "3": { + "Dice": 0.9619537016889008, + "FN": 1111, + "FP": 1162, + "IoU": 0.9266963364293086, + "TN": 2772704, + "TP": 28735, + "n_pred": 29897, + "n_ref": 29846 + }, + "4": { + "Dice": 0.8384933938079274, + "FN": 572, + "FP": 247, + "IoU": 0.7219015280135823, + "TN": 2800767, + "TP": 2126, + "n_pred": 2373, + "n_ref": 2698 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9763785890954874, + "FN": 7111, + "FP": 3996, + "IoU": 0.9538473684647923, + "TN": 2563054, + "TP": 229551, + "n_pred": 233547, + "n_ref": 236662 + }, + "7": { + "Dice": 0.8619224641529474, + "FN": 1979, + "FP": 621, + "IoU": 0.7573495100326645, + "TN": 2792997, + "TP": 8115, + "n_pred": 8736, + "n_ref": 10094 + }, + "8": { + "Dice": 0.9729363547065, + "FN": 453, + "FP": 346, + "IoU": 0.9472989908317393, + "TN": 2788551, + "TP": 14362, + "n_pred": 14708, + "n_ref": 14815 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9474458237813054, + "FN": 862, + "FP": 353, + "IoU": 0.9001397221993918, + "TN": 2616313, + "TP": 10952, + "n_pred": 11305, + "n_ref": 11814 + }, + "10": { + "Dice": 0.7672598689931018, + "FN": 84, + "FP": 3931, + "IoU": 0.6224019561741747, + "TN": 2617847, + "TP": 6618, + "n_pred": 10549, + "n_ref": 6702 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 357, + "IoU": 0.0, + "TN": 2628123, + "TP": 0, + "n_pred": 357, + "n_ref": 0 + }, + "13": { + "Dice": 0.6443083858783393, + "FN": 11545, + "FP": 132, + "IoU": 0.4752617624589943, + "TN": 2606227, + "TP": 10576, + "n_pred": 10708, + "n_ref": 22121 + }, + "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": 0.0, + "FN": 7254, + "FP": 4352, + "IoU": 0.0, + "TN": 2616874, + "TP": 0, + "n_pred": 4352, + "n_ref": 7254 + }, + "4": { + "Dice": 0.04170824186789064, + "FN": 7857, + "FP": 1747, + "IoU": 0.02129827779476205, + "TN": 2618667, + "TP": 209, + "n_pred": 1956, + "n_ref": 8066 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 2628471, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "6": { + "Dice": 0.9535171165603549, + "FN": 2603, + "FP": 10033, + "IoU": 0.9111636049184823, + "TN": 2486241, + "TP": 129603, + "n_pred": 139636, + "n_ref": 132206 + }, + "7": { + "Dice": 0.9082418049852913, + "FN": 8814, + "FP": 11679, + "IoU": 0.8319074765205265, + "TN": 2506565, + "TP": 101422, + "n_pred": 113101, + "n_ref": 110236 + }, + "8": { + "Dice": 0.7777814790139906, + "FN": 15981, + "FP": 10703, + "IoU": 0.636368591752746, + "TN": 2555098, + "TP": 46698, + "n_pred": 57401, + "n_ref": 62679 + }, + "9": { + "Dice": 0.9572019220024583, + "FN": 856, + "FP": 676, + "IoU": 0.9179168452636091, + "TN": 2609816, + "TP": 17132, + "n_pred": 17808, + "n_ref": 17988 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 627, + "FP": 0, + "IoU": 0.0, + "TN": 2978317, + "TP": 0, + "n_pred": 0, + "n_ref": 627 + }, + "10": { + "Dice": 0.7034883720930233, + "FN": 800, + "FP": 5422, + "IoU": 0.5426008968609866, + "TN": 2965341, + "TP": 7381, + "n_pred": 12803, + "n_ref": 8181 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 304, + "IoU": 0.0, + "TN": 2978640, + "TP": 0, + "n_pred": 304, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 355, + "IoU": 0.0, + "TN": 2978589, + "TP": 0, + "n_pred": 355, + "n_ref": 0 + }, + "13": { + "Dice": 0.6988137853583211, + "FN": 3249, + "FP": 5333, + "IoU": 0.5370590139173589, + "TN": 2960406, + "TP": 9956, + "n_pred": 15289, + "n_ref": 13205 + }, + "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": 0.8464987770631398, + "FN": 23043, + "FP": 4069, + "IoU": 0.7338516511563985, + "TN": 2877076, + "TP": 74756, + "n_pred": 78825, + "n_ref": 97799 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 29763, + "IoU": 0.0, + "TN": 2949181, + "TP": 0, + "n_pred": 29763, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 684, + "IoU": 0.0, + "TN": 2978260, + "TP": 0, + "n_pred": 684, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.12277362338545207, + "FN": 5, + "FP": 51611, + "IoU": 0.06540160788006084, + "TN": 2923716, + "TP": 3612, + "n_pred": 55223, + "n_ref": 3617 + }, + "7": { + "Dice": 0.0, + "FN": 42, + "FP": 39055, + "IoU": 0.0, + "TN": 2939847, + "TP": 0, + "n_pred": 39055, + "n_ref": 42 + }, + "8": { + "Dice": 0.9658042928262466, + "FN": 2587, + "FP": 765, + "IoU": 0.9338699494949495, + "TN": 2928256, + "TP": 47336, + "n_pred": 48101, + "n_ref": 49923 + }, + "9": { + "Dice": 0.48432276136260954, + "FN": 482, + "FP": 5225, + "IoU": 0.31954214856325264, + "TN": 2970557, + "TP": 2680, + "n_pred": 7905, + "n_ref": 3162 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9354434782608696, + "FN": 1844, + "FP": 12, + "IoU": 0.878716591518003, + "TN": 2613177, + "TP": 13447, + "n_pred": 13459, + "n_ref": 15291 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7904155292690325, + "FN": 335, + "FP": 356, + "IoU": 0.6534603811434303, + "TN": 2626486, + "TP": 1303, + "n_pred": 1659, + "n_ref": 1638 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 175, + "FP": 0, + "IoU": 0.0, + "TN": 2628305, + "TP": 0, + "n_pred": 0, + "n_ref": 175 + }, + "14": { + "Dice": 0.7331721489668623, + "FN": 12432, + "FP": 701, + "IoU": 0.578746471644855, + "TN": 2597304, + "TP": 18043, + "n_pred": 18744, + "n_ref": 30475 + }, + "15": { + "Dice": 0.4908929802106921, + "FN": 134, + "FP": 10208, + "IoU": 0.32528705636743216, + "TN": 2613152, + "TP": 4986, + "n_pred": 15194, + "n_ref": 5120 + }, + "2": { + "Dice": 0.9623380096768703, + "FN": 1037, + "FP": 512, + "IoU": 0.9274099067435213, + "TN": 2607141, + "TP": 19790, + "n_pred": 20302, + "n_ref": 20827 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 2628476, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "4": { + "Dice": 0.9522214289636993, + "FN": 1864, + "FP": 1616, + "IoU": 0.9088002515855129, + "TN": 2590322, + "TP": 34678, + "n_pred": 36294, + "n_ref": 36542 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9532085643023972, + "FN": 3085, + "FP": 4588, + "IoU": 0.910600270308058, + "TN": 2542652, + "TP": 78155, + "n_pred": 82743, + "n_ref": 81240 + }, + "7": { + "Dice": 0.9198026779422128, + "FN": 9, + "FP": 560, + "IoU": 0.8515135699373695, + "TN": 2624648, + "TP": 3263, + "n_pred": 3823, + "n_ref": 3272 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9582430340557275, + "FN": 2081, + "FP": 77, + "IoU": 0.9198335747984695, + "TN": 2601561, + "TP": 24761, + "n_pred": 24838, + "n_ref": 26842 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1760, + "IoU": 0.0, + "TN": 2626720, + "TP": 0, + "n_pred": 1760, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 9, + "FP": 0, + "IoU": 0.0, + "TN": 2628471, + "TP": 0, + "n_pred": 0, + "n_ref": 9 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 18449, + "IoU": 0.0, + "TN": 2610031, + "TP": 0, + "n_pred": 18449, + "n_ref": 0 + }, + "14": { + "Dice": 0.6242038216560509, + "FN": 94, + "FP": 24, + "IoU": 0.4537037037037037, + "TN": 2628264, + "TP": 98, + "n_pred": 122, + "n_ref": 192 + }, + "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": 931, + "IoU": 0.0, + "TN": 2627549, + "TP": 0, + "n_pred": 931, + "n_ref": 0 + }, + "3": { + "Dice": 0.9636142102874071, + "FN": 3140, + "FP": 2952, + "IoU": 0.9297833102812356, + "TN": 2541720, + "TP": 80668, + "n_pred": 83620, + "n_ref": 83808 + }, + "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": 0.9103188769356939, + "FN": 2086, + "FP": 1632, + "IoU": 0.8353993270763237, + "TN": 2605892, + "TP": 18870, + "n_pred": 20502, + "n_ref": 20956 + }, + "7": { + "Dice": 0.5439688715953307, + "FN": 260, + "FP": 12632, + "IoU": 0.37359700694815606, + "TN": 2607899, + "TP": 7689, + "n_pred": 20321, + "n_ref": 7949 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9737553786692652, + "FN": 1574, + "FP": 823, + "IoU": 0.9488530886589139, + "TN": 2756847, + "TP": 44468, + "n_pred": 45291, + "n_ref": 46042 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 2803708, + "TP": 0, + "n_pred": 4, + "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": 0.8989989809986213, + "FN": 1648, + "FP": 37, + "IoU": 0.8165287456445993, + "TN": 2794528, + "TP": 7499, + "n_pred": 7536, + "n_ref": 9147 + }, + "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": 0.9678326595183688, + "FN": 31, + "FP": 152, + "IoU": 0.9376702997275205, + "TN": 2800776, + "TP": 2753, + "n_pred": 2905, + "n_ref": 2784 + }, + "3": { + "Dice": 0.7700534759358288, + "FN": 0, + "FP": 43, + "IoU": 0.6260869565217392, + "TN": 2803597, + "TP": 72, + "n_pred": 115, + "n_ref": 72 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.663792098822981, + "FN": 1463, + "FP": 4307, + "IoU": 0.49677306820163963, + "TN": 2792246, + "TP": 5696, + "n_pred": 10003, + "n_ref": 7159 + }, + "6": { + "Dice": 0.5070422535211268, + "FN": 293, + "FP": 197, + "IoU": 0.33962264150943394, + "TN": 2802970, + "TP": 252, + "n_pred": 449, + "n_ref": 545 + }, + "7": { + "Dice": 0.8145519077196096, + "FN": 159, + "FP": 50, + "IoU": 0.687125748502994, + "TN": 2803044, + "TP": 459, + "n_pred": 509, + "n_ref": 618 + }, + "8": { + "Dice": 0.9662956674841225, + "FN": 346, + "FP": 1798, + "IoU": 0.9347892207555204, + "TN": 2770834, + "TP": 30734, + "n_pred": 32532, + "n_ref": 31080 + }, + "9": { + "Dice": 0.8838078487413433, + "FN": 215, + "FP": 842, + "IoU": 0.7918061847547765, + "TN": 2798635, + "TP": 4020, + "n_pred": 4862, + "n_ref": 4235 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0392.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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 3329407, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 3329342, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "3": { + "Dice": 0.9735064935064935, + "FN": 86, + "FP": 67, + "IoU": 0.9483805668016194, + "TN": 3326444, + "TP": 2811, + "n_pred": 2878, + "n_ref": 2897 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7674644872543296, + "FN": 2662, + "FP": 923, + "IoU": 0.6226712977581307, + "TN": 3319907, + "TP": 5916, + "n_pred": 6839, + "n_ref": 8578 + }, + "6": { + "Dice": 0.9597536461229204, + "FN": 139, + "FP": 1743, + "IoU": 0.9226214949428501, + "TN": 3305086, + "TP": 22440, + "n_pred": 24183, + "n_ref": 22579 + }, + "7": { + "Dice": 0.5211822251699553, + "FN": 3330, + "FP": 19772, + "IoU": 0.35243167484232657, + "TN": 3293733, + "TP": 12573, + "n_pred": 32345, + "n_ref": 15903 + }, + "8": { + "Dice": 0.9570498408712663, + "FN": 2007, + "FP": 935, + "IoU": 0.9176371780515118, + "TN": 3293688, + "TP": 32778, + "n_pred": 33713, + "n_ref": 34785 + }, + "9": { + "Dice": 0.9292512882691725, + "FN": 940, + "FP": 227, + "IoU": 0.8678518854036915, + "TN": 3320577, + "TP": 7664, + "n_pred": 7891, + "n_ref": 8604 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.5110829102067217, + "FN": 3174.397777777777, + "FP": 2350.8622222222225, + "IoU": 0.4315200275801508, + "TN": 2818383.5000000005, + "TP": 9008.573333333334, + "n_pred": 11359.435555555554, + "n_ref": 12182.97111111111 + }, + "mean": { + "1": { + "Dice": 0.5707314526092414, + "FN": 7736.266666666666, + "FP": 1226.2666666666667, + "IoU": 0.5188496632449101, + "TN": 2812594.8, + "TP": 11360.0, + "n_pred": 12586.266666666666, + "n_ref": 19096.266666666666 + }, + "10": { + "Dice": 0.5367612844207265, + "FN": 1785.9666666666667, + "FP": 2315.9333333333334, + "IoU": 0.43904785554285936, + "TN": 2822213.933333333, + "TP": 6601.5, + "n_pred": 8917.433333333332, + "n_ref": 8387.466666666667 + }, + "11": { + "Dice": 0.20833935598861944, + "FN": 457.7, + "FP": 71.93333333333334, + "IoU": 0.13544438116974106, + "TN": 2832250.8666666667, + "TP": 136.83333333333334, + "n_pred": 208.76666666666668, + "n_ref": 594.5333333333333 + }, + "12": { + "Dice": 0.28542687407194983, + "FN": 595.7333333333333, + "FP": 115.4, + "IoU": 0.19273165553148316, + "TN": 2831857.1666666665, + "TP": 349.03333333333336, + "n_pred": 464.43333333333334, + "n_ref": 944.7666666666667 + }, + "13": { + "Dice": 0.3922360390519524, + "FN": 2128.5666666666666, + "FP": 1668.9, + "IoU": 0.29550389686643397, + "TN": 2825718.7, + "TP": 3401.1666666666665, + "n_pred": 5070.066666666667, + "n_ref": 5529.733333333334 + }, + "14": { + "Dice": 0.4708977459886364, + "FN": 8591.7, + "FP": 2009.9, + "IoU": 0.3947170205672325, + "TN": 2815591.9, + "TP": 6723.833333333333, + "n_pred": 8733.733333333334, + "n_ref": 15315.533333333333 + }, + "15": { + "Dice": 0.45343444068536604, + "FN": 2565.9, + "FP": 852.6, + "IoU": 0.3630152017813592, + "TN": 2825371.566666667, + "TP": 4127.266666666666, + "n_pred": 4979.866666666667, + "n_ref": 6693.166666666667 + }, + "2": { + "Dice": 0.559559959060004, + "FN": 762.3, + "FP": 1999.6333333333334, + "IoU": 0.5055263374469383, + "TN": 2822363.2, + "TP": 7792.2, + "n_pred": 9791.833333333334, + "n_ref": 8554.5 + }, + "3": { + "Dice": 0.6361501628588436, + "FN": 2174.0333333333333, + "FP": 1104.8, + "IoU": 0.5569092696297031, + "TN": 2822463.033333333, + "TP": 7175.466666666666, + "n_pred": 8280.266666666666, + "n_ref": 9349.5 + }, + "4": { + "Dice": 0.5216285332988279, + "FN": 1352.5, + "FP": 1136.8666666666666, + "IoU": 0.42494533076980334, + "TN": 2827879.1666666665, + "TP": 2548.8, + "n_pred": 3685.6666666666665, + "n_ref": 3901.3 + }, + "5": { + "Dice": 0.37109812530210073, + "FN": 279.1666666666667, + "FP": 160.86666666666667, + "IoU": 0.3017117655249741, + "TN": 2831979.9, + "TP": 497.4, + "n_pred": 658.2666666666667, + "n_ref": 776.5666666666667 + }, + "6": { + "Dice": 0.7113546669035549, + "FN": 4014.5333333333333, + "FP": 13517.766666666666, + "IoU": 0.6418284353424156, + "TN": 2760911.966666667, + "TP": 54473.066666666666, + "n_pred": 67990.83333333333, + "n_ref": 58487.6 + }, + "7": { + "Dice": 0.48944400404035354, + "FN": 12630.633333333333, + "FP": 7113.833333333333, + "IoU": 0.3968180606999352, + "TN": 2795133.533333333, + "TP": 18039.333333333332, + "n_pred": 25153.166666666668, + "n_ref": 30669.966666666667 + }, + "8": { + "Dice": 0.8640758933281968, + "FN": 1798.0333333333333, + "FP": 727.8333333333334, + "IoU": 0.7890028806776155, + "TN": 2824321.2666666666, + "TP": 6070.2, + "n_pred": 6798.033333333334, + "n_ref": 7868.233333333334 + }, + "9": { + "Dice": 0.595105115492451, + "FN": 742.9333333333333, + "FP": 1240.4, + "IoU": 0.5167486589068581, + "TN": 2825101.5, + "TP": 5832.5, + "n_pred": 7072.9, + "n_ref": 6575.433333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 2978938, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 2978904, + "TP": 0, + "n_pred": 40, + "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": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 2978905, + "TP": 0, + "n_pred": 39, + "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": 0.9557898144588551, + "FN": 2282, + "FP": 2088, + "IoU": 0.915323205704542, + "TN": 2927336, + "TP": 47238, + "n_pred": 49326, + "n_ref": 49520 + }, + "3": { + "Dice": 0.054945054945054944, + "FN": 34, + "FP": 654, + "IoU": 0.02824858757062147, + "TN": 2978236, + "TP": 20, + "n_pred": 674, + "n_ref": 54 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7605633802816901, + "FN": 3034, + "FP": 1794, + "IoU": 0.6136363636363636, + "TN": 2966448, + "TP": 7668, + "n_pred": 9462, + "n_ref": 10702 + }, + "6": { + "Dice": 0.8630391264786169, + "FN": 2010, + "FP": 1753, + "IoU": 0.7590754849862347, + "TN": 2963325, + "TP": 11856, + "n_pred": 13609, + "n_ref": 13866 + }, + "7": { + "Dice": 0.3521932612841704, + "FN": 3, + "FP": 1016, + "IoU": 0.21373456790123457, + "TN": 2977648, + "TP": 277, + "n_pred": 1293, + "n_ref": 280 + }, + "8": { + "Dice": 0.9584714271366878, + "FN": 898, + "FP": 756, + "IoU": 0.9202545682464683, + "TN": 2958203, + "TP": 19087, + "n_pred": 19843, + "n_ref": 19985 + }, + "9": { + "Dice": 0.7974981552408729, + "FN": 4650, + "FP": 1113, + "IoU": 0.6631991116825434, + "TN": 2961833, + "TP": 11348, + "n_pred": 12461, + "n_ref": 15998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.832950543561476, + "FN": 831, + "FP": 260, + "IoU": 0.7137234321700341, + "TN": 3150365, + "TP": 2720, + "n_pred": 2980, + "n_ref": 3551 + }, + "10": { + "Dice": 0.6137562964739746, + "FN": 7345, + "FP": 5537, + "IoU": 0.4427477613877233, + "TN": 3131059, + "TP": 10235, + "n_pred": 15772, + "n_ref": 17580 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.19347581552305962, + "FN": 717, + "FP": 0, + "IoU": 0.10709838107098381, + "TN": 3153373, + "TP": 86, + "n_pred": 86, + "n_ref": 803 + }, + "13": { + "Dice": 0.3612815269256987, + "FN": 599, + "FP": 338, + "IoU": 0.22046589018302828, + "TN": 3152974, + "TP": 265, + "n_pred": 603, + "n_ref": 864 + }, + "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": 0.0, + "FN": 0, + "FP": 111, + "IoU": 0.0, + "TN": 3154065, + "TP": 0, + "n_pred": 111, + "n_ref": 0 + }, + "3": { + "Dice": 0.9334347936369896, + "FN": 278, + "FP": 1559, + "IoU": 0.8751783651559422, + "TN": 3139459, + "TP": 12880, + "n_pred": 14439, + "n_ref": 13158 + }, + "4": { + "Dice": 0.6028423772609819, + "FN": 2151, + "FP": 923, + "IoU": 0.43147771407434804, + "TN": 3148769, + "TP": 2333, + "n_pred": 3256, + "n_ref": 4484 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1065, + "IoU": 0.0, + "TN": 3153111, + "TP": 0, + "n_pred": 1065, + "n_ref": 0 + }, + "6": { + "Dice": 0.9485161807991292, + "FN": 3881, + "FP": 9080, + "IoU": 0.9020739677382796, + "TN": 3021821, + "TP": 119394, + "n_pred": 128474, + "n_ref": 123275 + }, + "7": { + "Dice": 0.7912523275622995, + "FN": 17666, + "FP": 8679, + "IoU": 0.6546050475254015, + "TN": 3077901, + "TP": 49930, + "n_pred": 58609, + "n_ref": 67596 + }, + "8": { + "Dice": 0.8746599354929182, + "FN": 2296, + "FP": 2173, + "IoU": 0.7772405542817267, + "TN": 3134114, + "TP": 15593, + "n_pred": 17766, + "n_ref": 17889 + }, + "9": { + "Dice": 0.8432328021423241, + "FN": 2635, + "FP": 8078, + "IoU": 0.7289563567362429, + "TN": 3114651, + "TP": 28812, + "n_pred": 36890, + "n_ref": 31447 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0863456676747365, + "FN": 172622, + "FP": 489, + "IoU": 0.045120827840323015, + "TN": 2972885, + "TP": 8180, + "n_pred": 8669, + "n_ref": 180802 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 0.0, + "FN": 0, + "FP": 322, + "IoU": 0.0, + "TN": 3153854, + "TP": 0, + "n_pred": 322, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 239, + "FP": 0, + "IoU": 0.0, + "TN": 3153937, + "TP": 0, + "n_pred": 0, + "n_ref": 239 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 19485, + "IoU": 0.0, + "TN": 3134691, + "TP": 0, + "n_pred": 19485, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7167731629392972, + "FN": 1918, + "FP": 171836, + "IoU": 0.5585708950578863, + "TN": 2760559, + "TP": 219863, + "n_pred": 391699, + "n_ref": 221781 + }, + "7": { + "Dice": 0.0, + "FN": 115, + "FP": 0, + "IoU": 0.0, + "TN": 3154061, + "TP": 0, + "n_pred": 0, + "n_ref": 115 + }, + "8": { + "Dice": 0.17541272377206996, + "FN": 39655, + "FP": 603, + "IoU": 0.096138302649304, + "TN": 3109636, + "TP": 4282, + "n_pred": 4885, + "n_ref": 43937 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6561746584516475, + "FN": 1437, + "FP": 3697, + "IoU": 0.48828864746337086, + "TN": 2793679, + "TP": 4899, + "n_pred": 8596, + "n_ref": 6336 + }, + "11": { + "Dice": 0.2312786551197147, + "FN": 1455, + "FP": 54, + "IoU": 0.13076036866359447, + "TN": 2801976, + "TP": 227, + "n_pred": 281, + "n_ref": 1682 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 2803711, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.7603598140287042, + "FN": 10406, + "FP": 3820, + "IoU": 0.6133713819812474, + "TN": 2766917, + "TP": 22569, + "n_pred": 26389, + "n_ref": 32975 + }, + "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": 0.6412049488972565, + "FN": 1894, + "FP": 107, + "IoU": 0.4718923198733175, + "TN": 2799923, + "TP": 1788, + "n_pred": 1895, + "n_ref": 3682 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1927, + "IoU": 0.0, + "TN": 2801785, + "TP": 0, + "n_pred": 1927, + "n_ref": 0 + }, + "4": { + "Dice": 0.7292724196277496, + "FN": 67, + "FP": 253, + "IoU": 0.5739014647137151, + "TN": 2802961, + "TP": 431, + "n_pred": 684, + "n_ref": 498 + }, + "5": { + "Dice": 0.8090614886731392, + "FN": 48, + "FP": 11, + "IoU": 0.6793478260869565, + "TN": 2803528, + "TP": 125, + "n_pred": 136, + "n_ref": 173 + }, + "6": { + "Dice": 0.9191967614786407, + "FN": 3595, + "FP": 2473, + "IoU": 0.8504755803065398, + "TN": 2763130, + "TP": 34514, + "n_pred": 36987, + "n_ref": 38109 + }, + "7": { + "Dice": 0.492525821097629, + "FN": 3581, + "FP": 15532, + "IoU": 0.32672255882767365, + "TN": 2775324, + "TP": 9275, + "n_pred": 24807, + "n_ref": 12856 + }, + "8": { + "Dice": 0.9000656024491581, + "FN": 218, + "FP": 239, + "IoU": 0.8182902584493041, + "TN": 2801197, + "TP": 2058, + "n_pred": 2297, + "n_ref": 2276 + }, + "9": { + "Dice": 0.8991448350753359, + "FN": 572, + "FP": 914, + "IoU": 0.8167694204685574, + "TN": 2795602, + "TP": 6624, + "n_pred": 7538, + "n_ref": 7196 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0038.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": 1337, + "IoU": 0.0, + "TN": 2627143, + "TP": 0, + "n_pred": 1337, + "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": 0.29129987424259746, + "FN": 4148, + "FP": 14449, + "IoU": 0.17048039609260002, + "TN": 2606061, + "TP": 3822, + "n_pred": 18271, + "n_ref": 7970 + }, + "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": 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": 0.5298507462686567, + "FN": 124, + "FP": 2144, + "IoU": 0.3604060913705584, + "TN": 2624934, + "TP": 1278, + "n_pred": 3422, + "n_ref": 1402 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8330734773677828, + "FN": 989, + "FP": 5756, + "IoU": 0.7139039701391245, + "TN": 2604904, + "TP": 16831, + "n_pred": 22587, + "n_ref": 17820 + }, + "9": { + "Dice": 0.014753742677370363, + "FN": 150, + "FP": 4391, + "IoU": 0.007431693989071038, + "TN": 2623905, + "TP": 34, + "n_pred": 4425, + "n_ref": 184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9595468249774656, + "FN": 2878, + "FP": 2328, + "IoU": 0.9222393164946452, + "TN": 2386299, + "TP": 61743, + "n_pred": 64071, + "n_ref": 64621 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 302, + "IoU": 0.0, + "TN": 2452946, + "TP": 0, + "n_pred": 302, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8889793401171755, + "FN": 7638, + "FP": 1363, + "IoU": 0.8001465429193125, + "TN": 2408210, + "TP": 36037, + "n_pred": 37400, + "n_ref": 43675 + }, + "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": 71, + "IoU": 0.0, + "TN": 2453177, + "TP": 0, + "n_pred": 71, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9580934550276933, + "FN": 3282, + "FP": 2090, + "IoU": 0.9195579581018554, + "TN": 2386467, + "TP": 61409, + "n_pred": 63499, + "n_ref": 64691 + }, + "7": { + "Dice": 0.3895953757225434, + "FN": 13, + "FP": 1043, + "IoU": 0.24192390524048815, + "TN": 2451855, + "TP": 337, + "n_pred": 1380, + "n_ref": 350 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.17777777777777778, + "FN": 185, + "FP": 0, + "IoU": 0.0975609756097561, + "TN": 2628275, + "TP": 20, + "n_pred": 20, + "n_ref": 205 + }, + "10": { + "Dice": 0.8601933821465928, + "FN": 4679, + "FP": 6281, + "IoU": 0.7546836179689773, + "TN": 2583803, + "TP": 33717, + "n_pred": 39998, + "n_ref": 38396 + }, + "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": 0.8466680034757035, + "FN": 722, + "FP": 3866, + "IoU": 0.7341060562155897, + "TN": 2611225, + "TP": 12667, + "n_pred": 16533, + "n_ref": 13389 + }, + "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": 0.0, + "FN": 0, + "FP": 834, + "IoU": 0.0, + "TN": 2627646, + "TP": 0, + "n_pred": 834, + "n_ref": 0 + }, + "4": { + "Dice": 0.8752995419662086, + "FN": 1843, + "FP": 2268, + "IoU": 0.778251254112951, + "TN": 2609941, + "TP": 14428, + "n_pred": 16696, + "n_ref": 16271 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9661428905120548, + "FN": 3531, + "FP": 1832, + "IoU": 0.9345033096407025, + "TN": 2546598, + "TP": 76519, + "n_pred": 78351, + "n_ref": 80050 + }, + "7": { + "Dice": 0.8240649606299213, + "FN": 1744, + "FP": 2546, + "IoU": 0.7007742205482318, + "TN": 2614143, + "TP": 10047, + "n_pred": 12593, + "n_ref": 11791 + }, + "8": { + "Dice": 0.8746803069053708, + "FN": 221, + "FP": 171, + "IoU": 0.7772727272727272, + "TN": 2626720, + "TP": 1368, + "n_pred": 1539, + "n_ref": 1589 + }, + "9": { + "Dice": 0.6763985082578583, + "FN": 2010, + "FP": 1027, + "IoU": 0.5110288198357752, + "TN": 2622269, + "TP": 3174, + "n_pred": 4201, + "n_ref": 5184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9478205731350611, + "FN": 1285, + "FP": 1266, + "IoU": 0.9008164852255054, + "TN": 2953224, + "TP": 23169, + "n_pred": 24435, + "n_ref": 24454 + }, + "10": { + "Dice": 0.7593320964749536, + "FN": 7164, + "FP": 5808, + "IoU": 0.6120349324081829, + "TN": 2945508, + "TP": 20464, + "n_pred": 26272, + "n_ref": 27628 + }, + "11": { + "Dice": 0.2974559686888454, + "FN": 358, + "FP": 1, + "IoU": 0.17471264367816092, + "TN": 2978509, + "TP": 76, + "n_pred": 77, + "n_ref": 434 + }, + "12": { + "Dice": 0.32164129715420253, + "FN": 2037, + "FP": 13, + "IoU": 0.1916403785488959, + "TN": 2976408, + "TP": 486, + "n_pred": 499, + "n_ref": 2523 + }, + "13": { + "Dice": 0.7266418522490694, + "FN": 1040, + "FP": 3293, + "IoU": 0.5706500198176774, + "TN": 2968852, + "TP": 5759, + "n_pred": 9052, + "n_ref": 6799 + }, + "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": 0.8983050847457628, + "FN": 91, + "FP": 113, + "IoU": 0.8153846153846154, + "TN": 2977839, + "TP": 901, + "n_pred": 1014, + "n_ref": 992 + }, + "3": { + "Dice": 0.9512627227567999, + "FN": 449, + "FP": 954, + "IoU": 0.9070553163299105, + "TN": 2963849, + "TP": 13692, + "n_pred": 14646, + "n_ref": 14141 + }, + "4": { + "Dice": 0.8516812528788577, + "FN": 548, + "FP": 96, + "IoU": 0.7416766947452869, + "TN": 2976451, + "TP": 1849, + "n_pred": 1945, + "n_ref": 2397 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9928741668839793, + "FN": 1596, + "FP": 754, + "IoU": 0.9858491702194282, + "TN": 2812876, + "TP": 163718, + "n_pred": 164472, + "n_ref": 165314 + }, + "7": { + "Dice": 0.960808670334076, + "FN": 3858, + "FP": 2105, + "IoU": 0.9245734090592863, + "TN": 2899887, + "TP": 73094, + "n_pred": 75199, + "n_ref": 76952 + }, + "8": { + "Dice": 0.9480122324159022, + "FN": 1064, + "FP": 347, + "IoU": 0.9011627906976745, + "TN": 2964668, + "TP": 12865, + "n_pred": 13212, + "n_ref": 13929 + }, + "9": { + "Dice": 0.8949342060407718, + "FN": 896, + "FP": 2186, + "IoU": 0.8098469891411648, + "TN": 2962736, + "TP": 13126, + "n_pred": 15312, + "n_ref": 14022 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 100, + "IoU": 0.0, + "TN": 3329308, + "TP": 0, + "n_pred": 100, + "n_ref": 0 + }, + "10": { + "Dice": 0.7727369845452603, + "FN": 3551, + "FP": 6022, + "IoU": 0.6296425255338904, + "TN": 3303560, + "TP": 16275, + "n_pred": 22297, + "n_ref": 19826 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 202, + "IoU": 0.0, + "TN": 3329166, + "TP": 0, + "n_pred": 202, + "n_ref": 40 + }, + "13": { + "Dice": 0.6020015396458814, + "FN": 756, + "FP": 795, + "IoU": 0.43061674008810574, + "TN": 3326684, + "TP": 1173, + "n_pred": 1968, + "n_ref": 1929 + }, + "14": { + "Dice": 0.8846492192654497, + "FN": 1248, + "FP": 850, + "IoU": 0.7931578428472839, + "TN": 3319265, + "TP": 8045, + "n_pred": 8895, + "n_ref": 9293 + }, + "15": { + "Dice": 0.8374699759807847, + "FN": 406, + "FP": 203, + "IoU": 0.7203856749311295, + "TN": 3327230, + "TP": 1569, + "n_pred": 1772, + "n_ref": 1975 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7977315689981096, + "FN": 21, + "FP": 86, + "IoU": 0.6635220125786163, + "TN": 3329090, + "TP": 211, + "n_pred": 297, + "n_ref": 232 + }, + "4": { + "Dice": 0.914163892732917, + "FN": 1126, + "FP": 1169, + "IoU": 0.8418985946541747, + "TN": 3314892, + "TP": 12221, + "n_pred": 13390, + "n_ref": 13347 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 3329336, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "6": { + "Dice": 0.9818073830662956, + "FN": 2491, + "FP": 4064, + "IoU": 0.9642648814553543, + "TN": 3145975, + "TP": 176878, + "n_pred": 180942, + "n_ref": 179369 + }, + "7": { + "Dice": 0.9188150158299412, + "FN": 1933, + "FP": 2375, + "IoU": 0.8498222129261661, + "TN": 3300722, + "TP": 24378, + "n_pred": 26753, + "n_ref": 26311 + }, + "8": { + "Dice": 0.8363220144982831, + "FN": 737, + "FP": 121, + "IoU": 0.718688524590164, + "TN": 3326358, + "TP": 2192, + "n_pred": 2313, + "n_ref": 2929 + }, + "9": { + "Dice": 0.2184873949579832, + "FN": 89, + "FP": 4, + "IoU": 0.12264150943396226, + "TN": 3329302, + "TP": 13, + "n_pred": 17, + "n_ref": 102 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9747368758310239, + "FN": 576, + "FP": 1001, + "IoU": 0.95071875, + "TN": 2946944, + "TP": 30423, + "n_pred": 31424, + "n_ref": 30999 + }, + "10": { + "Dice": 0.5392156862745098, + "FN": 218, + "FP": 2038, + "IoU": 0.3691275167785235, + "TN": 2975368, + "TP": 1320, + "n_pred": 3358, + "n_ref": 1538 + }, + "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": 100, + "IoU": 0.0, + "TN": 2978844, + "TP": 0, + "n_pred": 100, + "n_ref": 0 + }, + "14": { + "Dice": 0.4295456286874569, + "FN": 13351, + "FP": 1539, + "IoU": 0.2735167837626854, + "TN": 2958448, + "TP": 5606, + "n_pred": 7145, + "n_ref": 18957 + }, + "15": { + "Dice": 0.6269171779141104, + "FN": 55, + "FP": 3837, + "IoU": 0.45657637531415807, + "TN": 2971782, + "TP": 3270, + "n_pred": 7107, + "n_ref": 3325 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.936217170602516, + "FN": 251, + "FP": 327, + "IoU": 0.8800829875518672, + "TN": 2974124, + "TP": 4242, + "n_pred": 4569, + "n_ref": 4493 + }, + "4": { + "Dice": 0.4172399502693742, + "FN": 832, + "FP": 6199, + "IoU": 0.2636154168412233, + "TN": 2969396, + "TP": 2517, + "n_pred": 8716, + "n_ref": 3349 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7283468955523353, + "FN": 83, + "FP": 4791, + "IoU": 0.5727559607293128, + "TN": 2967536, + "TP": 6534, + "n_pred": 11325, + "n_ref": 6617 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9409, + "IoU": 0.0, + "TN": 2969535, + "TP": 0, + "n_pred": 9409, + "n_ref": 0 + }, + "8": { + "Dice": 0.8343730286675545, + "FN": 2157, + "FP": 206, + "IoU": 0.7158147925435959, + "TN": 2970629, + "TP": 5952, + "n_pred": 6158, + "n_ref": 8109 + }, + "9": { + "Dice": 0.0, + "FN": 254, + "FP": 0, + "IoU": 0.0, + "TN": 2978690, + "TP": 0, + "n_pred": 0, + "n_ref": 254 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.29451137884872824, + "FN": 91, + "FP": 436, + "IoU": 0.1726844583987441, + "TN": 2803075, + "TP": 110, + "n_pred": 546, + "n_ref": 201 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 548, + "IoU": 0.0, + "TN": 2803164, + "TP": 0, + "n_pred": 548, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9171922534688729, + "FN": 1543, + "FP": 689, + "IoU": 0.8470499554580964, + "TN": 2789119, + "TP": 12361, + "n_pred": 13050, + "n_ref": 13904 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 433, + "IoU": 0.0, + "TN": 2803279, + "TP": 0, + "n_pred": 433, + "n_ref": 0 + }, + "2": { + "Dice": 0.9306480920654149, + "FN": 0, + "FP": 458, + "IoU": 0.870291702067403, + "TN": 2800181, + "TP": 3073, + "n_pred": 3531, + "n_ref": 3073 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 0.9570576024909185, + "FN": 612, + "FP": 50, + "IoU": 0.917651449185222, + "TN": 2795673, + "TP": 7377, + "n_pred": 7427, + "n_ref": 7989 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7431059506531205, + "FN": 399, + "FP": 486, + "IoU": 0.5912240184757506, + "TN": 2801547, + "TP": 1280, + "n_pred": 1766, + "n_ref": 1679 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9080079417604235, + "FN": 79, + "FP": 60, + "IoU": 0.8315151515151515, + "TN": 2978119, + "TP": 686, + "n_pred": 746, + "n_ref": 765 + }, + "11": { + "Dice": 0.5818281335522715, + "FN": 2024, + "FP": 1032, + "IoU": 0.41026630644538786, + "TN": 2973762, + "TP": 2126, + "n_pred": 3158, + "n_ref": 4150 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8692066961402811, + "FN": 911, + "FP": 4355, + "IoU": 0.7686698295554384, + "TN": 2956180, + "TP": 17498, + "n_pred": 21853, + "n_ref": 18409 + }, + "14": { + "Dice": 0.5572355670207522, + "FN": 65556, + "FP": 9, + "IoU": 0.38622768504909993, + "TN": 2872121, + "TP": 41258, + "n_pred": 41267, + "n_ref": 106814 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9567758105373202, + "FN": 1167, + "FP": 2058, + "IoU": 0.9171334600955856, + "TN": 2940026, + "TP": 35693, + "n_pred": 37751, + "n_ref": 36860 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7841367846117312, + "FN": 1213, + "FP": 605, + "IoU": 0.644921875, + "TN": 2973824, + "TP": 3302, + "n_pred": 3907, + "n_ref": 4515 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9725427899515644, + "FN": 2689, + "FP": 837, + "IoU": 0.9465530831261747, + "TN": 2912972, + "TP": 62446, + "n_pred": 63283, + "n_ref": 65135 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3537, + "IoU": 0.0, + "TN": 2975407, + "TP": 0, + "n_pred": 3537, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9016022145793138, + "FN": 2035, + "FP": 1484, + "IoU": 0.8208339697571406, + "TN": 2959303, + "TP": 16122, + "n_pred": 17606, + "n_ref": 18157 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.22837150127226463, + "FN": 2422, + "FP": 4, + "IoU": 0.1289048473967684, + "TN": 2625695, + "TP": 359, + "n_pred": 363, + "n_ref": 2781 + }, + "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": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 2628405, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.027562574493444576, + "FN": 42, + "FP": 13012, + "IoU": 0.013973865095551024, + "TN": 2790473, + "TP": 185, + "n_pred": 13197, + "n_ref": 227 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4125, + "IoU": 0.0, + "TN": 2799587, + "TP": 0, + "n_pred": 4125, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2843, + "FP": 0, + "IoU": 0.0, + "TN": 2800869, + "TP": 0, + "n_pred": 0, + "n_ref": 2843 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 327, + "IoU": 0.0, + "TN": 2803385, + "TP": 0, + "n_pred": 327, + "n_ref": 0 + }, + "13": { + "Dice": 0.6129452317119878, + "FN": 4376, + "FP": 677, + "IoU": 0.44190413077093, + "TN": 2794658, + "TP": 4001, + "n_pred": 4678, + "n_ref": 8377 + }, + "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": 0.9527381124092504, + "FN": 157, + "FP": 826, + "IoU": 0.9097419887980902, + "TN": 2792821, + "TP": 9908, + "n_pred": 10734, + "n_ref": 10065 + }, + "3": { + "Dice": 0.9283018867924528, + "FN": 42, + "FP": 34, + "IoU": 0.8661971830985915, + "TN": 2803144, + "TP": 492, + "n_pred": 526, + "n_ref": 534 + }, + "4": { + "Dice": 0.39011980961759396, + "FN": 7107, + "FP": 325, + "IoU": 0.24232847385054543, + "TN": 2793903, + "TP": 2377, + "n_pred": 2702, + "n_ref": 9484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9054810044149545, + "FN": 17287, + "FP": 1146, + "IoU": 0.827286696774919, + "TN": 2696986, + "TP": 88293, + "n_pred": 89439, + "n_ref": 105580 + }, + "7": { + "Dice": 0.0022662889518413596, + "FN": 14, + "FP": 14074, + "IoU": 0.0011344299489506524, + "TN": 2789608, + "TP": 16, + "n_pred": 14090, + "n_ref": 30 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9582690431852443, + "FN": 921, + "FP": 1432, + "IoU": 0.9198815077122136, + "TN": 2774343, + "TP": 27016, + "n_pred": 28448, + "n_ref": 27937 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8904742879972605, + "FN": 3792, + "FP": 46, + "IoU": 0.8025720164609054, + "TN": 2609040, + "TP": 15602, + "n_pred": 15648, + "n_ref": 19394 + }, + "10": { + "Dice": 0.8226110912708535, + "FN": 1851, + "FP": 1626, + "IoU": 0.6986740618771125, + "TN": 2616941, + "TP": 8062, + "n_pred": 9688, + "n_ref": 9913 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3540282991625758, + "FN": 2199, + "FP": 38, + "IoU": 0.2150877192982456, + "TN": 2625630, + "TP": 613, + "n_pred": 651, + "n_ref": 2812 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 205, + "IoU": 0.0, + "TN": 2628275, + "TP": 0, + "n_pred": 205, + "n_ref": 0 + }, + "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": 177, + "IoU": 0.0, + "TN": 2628303, + "TP": 0, + "n_pred": 177, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 24393, + "IoU": 0.0, + "TN": 2604087, + "TP": 0, + "n_pred": 24393, + "n_ref": 0 + }, + "3": { + "Dice": 0.6341078128085302, + "FN": 26940, + "FP": 855, + "IoU": 0.4642444101773323, + "TN": 2576600, + "TP": 24085, + "n_pred": 24940, + "n_ref": 51025 + }, + "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": 0.0, + "FN": 0, + "FP": 1780, + "IoU": 0.0, + "TN": 2626700, + "TP": 0, + "n_pred": 1780, + "n_ref": 0 + }, + "7": { + "Dice": 0.7279236276849642, + "FN": 269, + "FP": 187, + "IoU": 0.5722326454033771, + "TN": 2627414, + "TP": 610, + "n_pred": 797, + "n_ref": 879 + }, + "8": { + "Dice": 0.9004928566972362, + "FN": 1588, + "FP": 7, + "IoU": 0.8189968225147526, + "TN": 2619668, + "TP": 7217, + "n_pred": 7224, + "n_ref": 8805 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9774177975647697, + "FN": 389, + "FP": 453, + "IoU": 0.9558329836340747, + "TN": 3135112, + "TP": 18222, + "n_pred": 18675, + "n_ref": 18611 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4447, + "IoU": 0.0, + "TN": 3149729, + "TP": 0, + "n_pred": 4447, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3089366880211875, + "FN": 19292, + "FP": 17, + "IoU": 0.18268783068783068, + "TN": 2254391, + "TP": 4316, + "n_pred": 4333, + "n_ref": 23608 + }, + "10": { + "Dice": 0.6820818969141512, + "FN": 2828, + "FP": 953, + "IoU": 0.5175449789460252, + "TN": 2270179, + "TP": 4056, + "n_pred": 5009, + "n_ref": 6884 + }, + "11": { + "Dice": 0.4750440399295361, + "FN": 1268, + "FP": 520, + "IoU": 0.31151328455910665, + "TN": 2275419, + "TP": 809, + "n_pred": 1329, + "n_ref": 2077 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 148, + "IoU": 0.0, + "TN": 2277868, + "TP": 0, + "n_pred": 148, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.69830673650871, + "FN": 2475, + "FP": 22291, + "IoU": 0.5364602829976791, + "TN": 2224588, + "TP": 28662, + "n_pred": 50953, + "n_ref": 31137 + }, + "15": { + "Dice": 0.732751552067471, + "FN": 5792, + "FP": 3334, + "IoU": 0.5782224892545177, + "TN": 2256379, + "TP": 12511, + "n_pred": 15845, + "n_ref": 18303 + }, + "2": { + "Dice": 0.9651053664363108, + "FN": 240, + "FP": 169, + "IoU": 0.9325638911788953, + "TN": 2271951, + "TP": 5656, + "n_pred": 5825, + "n_ref": 5896 + }, + "3": { + "Dice": 0.6190476190476191, + "FN": 10, + "FP": 54, + "IoU": 0.4482758620689655, + "TN": 2277900, + "TP": 52, + "n_pred": 106, + "n_ref": 62 + }, + "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": 0.4118506454626015, + "FN": 3160, + "FP": 21397, + "IoU": 0.2593274015985523, + "TN": 2244861, + "TP": 8598, + "n_pred": 29995, + "n_ref": 11758 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 36394, + "IoU": 0.0, + "TN": 2241622, + "TP": 0, + "n_pred": 36394, + "n_ref": 0 + }, + "8": { + "Dice": 0.9644234890698671, + "FN": 319, + "FP": 13, + "IoU": 0.9312913907284768, + "TN": 2273184, + "TP": 4500, + "n_pred": 4513, + "n_ref": 4819 + }, + "9": { + "Dice": 0.7546399766786512, + "FN": 1877, + "FP": 648, + "IoU": 0.6059612983770287, + "TN": 2271608, + "TP": 3883, + "n_pred": 4531, + "n_ref": 5760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2944854074967058, + "FN": 24932, + "FP": 233, + "IoU": 0.17266660091396258, + "TN": 3123759, + "TP": 5252, + "n_pred": 5485, + "n_ref": 30184 + }, + "10": { + "Dice": 0.8251711552682427, + "FN": 1983, + "FP": 5346, + "IoU": 0.7023756345177665, + "TN": 3129551, + "TP": 17296, + "n_pred": 22642, + "n_ref": 19279 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 3154128, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "12": { + "Dice": 0.5133689839572193, + "FN": 2192, + "FP": 811, + "IoU": 0.34532374100719426, + "TN": 3149589, + "TP": 1584, + "n_pred": 2395, + "n_ref": 3776 + }, + "13": { + "Dice": 0.44942357753811824, + "FN": 583, + "FP": 5339, + "IoU": 0.2898429068233601, + "TN": 3145837, + "TP": 2417, + "n_pred": 7756, + "n_ref": 3000 + }, + "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": 0.8072738057723321, + "FN": 1040, + "FP": 9357, + "IoU": 0.6768307845331344, + "TN": 3122004, + "TP": 21775, + "n_pred": 31132, + "n_ref": 22815 + }, + "3": { + "Dice": 0.6152293281653747, + "FN": 9223, + "FP": 307, + "IoU": 0.4442824654498805, + "TN": 3137027, + "TP": 7619, + "n_pred": 7926, + "n_ref": 16842 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8553563001415763, + "FN": 632, + "FP": 594, + "IoU": 0.7472686044114616, + "TN": 3149325, + "TP": 3625, + "n_pred": 4219, + "n_ref": 4257 + }, + "6": { + "Dice": 0.7090705723822692, + "FN": 8402, + "FP": 24631, + "IoU": 0.5492713677546119, + "TN": 3080888, + "TP": 40255, + "n_pred": 64886, + "n_ref": 48657 + }, + "7": { + "Dice": 0.6126471055278155, + "FN": 40354, + "FP": 3554, + "IoU": 0.44159428215334917, + "TN": 3075545, + "TP": 34723, + "n_pred": 38277, + "n_ref": 75077 + }, + "8": { + "Dice": 0.9466644919262763, + "FN": 72, + "FP": 909, + "IoU": 0.8987302570455249, + "TN": 3144489, + "TP": 8706, + "n_pred": 9615, + "n_ref": 8778 + }, + "9": { + "Dice": 0.8189397005261028, + "FN": 444, + "FP": 6267, + "IoU": 0.6933936403508771, + "TN": 3132288, + "TP": 15177, + "n_pred": 21444, + "n_ref": 15621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7352268327878084, + "FN": 5353, + "FP": 9693, + "IoU": 0.5813112199465716, + "TN": 3118240, + "TP": 20890, + "n_pred": 30583, + "n_ref": 26243 + }, + "11": { + "Dice": 0.4867052023121387, + "FN": 1320, + "FP": 456, + "IoU": 0.32161955691367455, + "TN": 3151558, + "TP": 842, + "n_pred": 1298, + "n_ref": 2162 + }, + "12": { + "Dice": 0.22082349855756622, + "FN": 2556, + "FP": 415, + "IoU": 0.12411556603773585, + "TN": 3150784, + "TP": 421, + "n_pred": 836, + "n_ref": 2977 + }, + "13": { + "Dice": 0.1773467267059231, + "FN": 2292, + "FP": 4833, + "IoU": 0.09730140630938806, + "TN": 3146283, + "TP": 768, + "n_pred": 5601, + "n_ref": 3060 + }, + "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": 0.9700093720712277, + "FN": 495, + "FP": 1041, + "IoU": 0.9417652411282984, + "TN": 3127800, + "TP": 24840, + "n_pred": 25881, + "n_ref": 25335 + }, + "3": { + "Dice": 0.9508692365835223, + "FN": 719, + "FP": 906, + "IoU": 0.9063400576368876, + "TN": 3136826, + "TP": 15725, + "n_pred": 16631, + "n_ref": 16444 + }, + "4": { + "Dice": 0.0, + "FN": 1709, + "FP": 7, + "IoU": 0.0, + "TN": 3152460, + "TP": 0, + "n_pred": 7, + "n_ref": 1709 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7047868569840703, + "FN": 45828, + "FP": 6229, + "IoU": 0.5441473944149146, + "TN": 3039979, + "TP": 62140, + "n_pred": 68369, + "n_ref": 107968 + }, + "7": { + "Dice": 0.130629816955684, + "FN": 17059, + "FP": 40695, + "IoU": 0.0698790523891582, + "TN": 3092083, + "TP": 4339, + "n_pred": 45034, + "n_ref": 21398 + }, + "8": { + "Dice": 0.9518261602728701, + "FN": 899, + "FP": 358, + "IoU": 0.9080804387568556, + "TN": 3140501, + "TP": 12418, + "n_pred": 12776, + "n_ref": 13317 + }, + "9": { + "Dice": 0.8804126370083817, + "FN": 1454, + "FP": 3183, + "IoU": 0.7863724315857367, + "TN": 3132470, + "TP": 17069, + "n_pred": 20252, + "n_ref": 18523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0759493670886076, + "FN": 19, + "FP": 54, + "IoU": 0.039473684210526314, + "TN": 2628404, + "TP": 3, + "n_pred": 57, + "n_ref": 22 + }, + "10": { + "Dice": 0.7648317874979419, + "FN": 471, + "FP": 3814, + "IoU": 0.6192126544032702, + "TN": 2617227, + "TP": 6968, + "n_pred": 10782, + "n_ref": 7439 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5612109115103127, + "FN": 2540, + "FP": 98, + "IoU": 0.3900578034682081, + "TN": 2624155, + "TP": 1687, + "n_pred": 1785, + "n_ref": 4227 + }, + "13": { + "Dice": 0.0, + "FN": 3688, + "FP": 31, + "IoU": 0.0, + "TN": 2624761, + "TP": 0, + "n_pred": 31, + "n_ref": 3688 + }, + "14": { + "Dice": 0.9293997002445373, + "FN": 801, + "FP": 94, + "IoU": 0.8681108163866784, + "TN": 2621694, + "TP": 5891, + "n_pred": 5985, + "n_ref": 6692 + }, + "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": 6300, + "IoU": 0.0, + "TN": 2622180, + "TP": 0, + "n_pred": 6300, + "n_ref": 0 + }, + "3": { + "Dice": 0.3998605542966707, + "FN": 6793, + "FP": 93, + "IoU": 0.24989106753812637, + "TN": 2619300, + "TP": 2294, + "n_pred": 2387, + "n_ref": 9087 + }, + "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": 43, + "IoU": 0.0, + "TN": 2628437, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 265, + "IoU": 0.0, + "TN": 2628215, + "TP": 0, + "n_pred": 265, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2704, + "IoU": 0.0, + "TN": 2625776, + "TP": 0, + "n_pred": 2704, + "n_ref": 0 + }, + "8": { + "Dice": 0.9541678334733501, + "FN": 297, + "FP": 194, + "IoU": 0.9123527311674402, + "TN": 2622878, + "TP": 5111, + "n_pred": 5305, + "n_ref": 5408 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 2628479, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 145, + "FP": 254, + "IoU": 0.0, + "TN": 3153777, + "TP": 0, + "n_pred": 254, + "n_ref": 145 + }, + "11": { + "Dice": 0.011081560283687944, + "FN": 4455, + "FP": 7, + "IoU": 0.005571651437486071, + "TN": 3149689, + "TP": 25, + "n_pred": 32, + "n_ref": 4480 + }, + "12": { + "Dice": 0.20562560620756548, + "FN": 215, + "FP": 604, + "IoU": 0.11459459459459459, + "TN": 3153251, + "TP": 106, + "n_pred": 710, + "n_ref": 321 + }, + "13": { + "Dice": 0.6136965305838094, + "FN": 10230, + "FP": 860, + "IoU": 0.44268556208854715, + "TN": 3134277, + "TP": 8809, + "n_pred": 9669, + "n_ref": 19039 + }, + "14": { + "Dice": 0.907693621381607, + "FN": 141, + "FP": 2021, + "IoU": 0.8309881175734835, + "TN": 3141384, + "TP": 10630, + "n_pred": 12651, + "n_ref": 10771 + }, + "15": { + "Dice": 0.8851602620860634, + "FN": 1748, + "FP": 846, + "IoU": 0.7939798268604559, + "TN": 3141585, + "TP": 9997, + "n_pred": 10843, + "n_ref": 11745 + }, + "2": { + "Dice": 0.14385692068429237, + "FN": 12, + "FP": 2190, + "IoU": 0.07750314201927105, + "TN": 3151789, + "TP": 185, + "n_pred": 2375, + "n_ref": 197 + }, + "3": { + "Dice": 0.4547555555555556, + "FN": 3049, + "FP": 18, + "IoU": 0.2942936033133916, + "TN": 3149830, + "TP": 1279, + "n_pred": 1297, + "n_ref": 4328 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 3154152, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "5": { + "Dice": 0.5438038333204004, + "FN": 4661, + "FP": 1218, + "IoU": 0.3734413300650112, + "TN": 3144793, + "TP": 3504, + "n_pred": 4722, + "n_ref": 8165 + }, + "6": { + "Dice": 0.971646041344396, + "FN": 1204, + "FP": 5248, + "IoU": 0.9448556434932737, + "TN": 3037174, + "TP": 110550, + "n_pred": 115798, + "n_ref": 111754 + }, + "7": { + "Dice": 0.8293027103303976, + "FN": 30, + "FP": 6986, + "IoU": 0.7083835570888233, + "TN": 3130117, + "TP": 17043, + "n_pred": 24029, + "n_ref": 17073 + }, + "8": { + "Dice": 0.9352379113985136, + "FN": 1123, + "FP": 2232, + "IoU": 0.8783538796229151, + "TN": 3126596, + "TP": 24225, + "n_pred": 26457, + "n_ref": 25348 + }, + "9": { + "Dice": 0.9081356210491749, + "FN": 1488, + "FP": 750, + "IoU": 0.8317293233082707, + "TN": 3140876, + "TP": 11062, + "n_pred": 11812, + "n_ref": 12550 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9539780607741772, + "FN": 1053, + "FP": 1137, + "IoU": 0.9120057859209257, + "TN": 2428360, + "TP": 22698, + "n_pred": 23835, + "n_ref": 23751 + }, + "10": { + "Dice": 0.0, + "FN": 546, + "FP": 3288, + "IoU": 0.0, + "TN": 2449414, + "TP": 0, + "n_pred": 3288, + "n_ref": 546 + }, + "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": 0.47591836734693876, + "FN": 12545, + "FP": 1579, + "IoU": 0.31226566684520624, + "TN": 2432711, + "TP": 6413, + "n_pred": 7992, + "n_ref": 18958 + }, + "14": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 2453245, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "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": 0.9227317258161363, + "FN": 711, + "FP": 1734, + "IoU": 0.8565477587420793, + "TN": 2436204, + "TP": 14599, + "n_pred": 16333, + "n_ref": 15310 + }, + "4": { + "Dice": 0.7621418460487138, + "FN": 4756, + "FP": 117, + "IoU": 0.6156940063091483, + "TN": 2440568, + "TP": 7807, + "n_pred": 7924, + "n_ref": 12563 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.957471872295413, + "FN": 1491, + "FP": 5585, + "IoU": 0.918413467081748, + "TN": 2366518, + "TP": 79654, + "n_pred": 85239, + "n_ref": 81145 + }, + "7": { + "Dice": 0.44190445847189314, + "FN": 75432, + "FP": 8649, + "IoU": 0.2836183319275107, + "TN": 2335879, + "TP": 33288, + "n_pred": 41937, + "n_ref": 108720 + }, + "8": { + "Dice": 0.7212738681600431, + "FN": 32, + "FP": 4099, + "IoU": 0.5640565639510342, + "TN": 2443772, + "TP": 5345, + "n_pred": 9444, + "n_ref": 5377 + }, + "9": { + "Dice": 0.06342494714587738, + "FN": 1990, + "FP": 1554, + "IoU": 0.03275109170305677, + "TN": 2449584, + "TP": 120, + "n_pred": 1674, + "n_ref": 2110 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9601806515080377, + "FN": 895, + "FP": 886, + "IoU": 0.9234110260600327, + "TN": 2429994, + "TP": 21473, + "n_pred": 22359, + "n_ref": 22368 + }, + "10": { + "Dice": 0.8288401253918495, + "FN": 218, + "FP": 55, + "IoU": 0.7077087794432548, + "TN": 2452314, + "TP": 661, + "n_pred": 716, + "n_ref": 879 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1470, + "IoU": 0.0, + "TN": 2451778, + "TP": 0, + "n_pred": 1470, + "n_ref": 0 + }, + "15": { + "Dice": 0.3994462338249421, + "FN": 42512, + "FP": 0, + "IoU": 0.249567519858782, + "TN": 2396598, + "TP": 14138, + "n_pred": 14138, + "n_ref": 56650 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9288133013735114, + "FN": 410, + "FP": 1461, + "IoU": 0.8670881579882077, + "TN": 2439171, + "TP": 12206, + "n_pred": 13667, + "n_ref": 12616 + }, + "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": 0.9578823040206673, + "FN": 5301, + "FP": 4220, + "IoU": 0.9191690225742641, + "TN": 2335459, + "TP": 108268, + "n_pred": 112488, + "n_ref": 113569 + }, + "7": { + "Dice": 0.8087294277820045, + "FN": 47521, + "FP": 245, + "IoU": 0.6788797160297954, + "TN": 2304500, + "TP": 100982, + "n_pred": 101227, + "n_ref": 148503 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.958632425137403, + "FN": 1199, + "FP": 3031, + "IoU": 0.9205514443484467, + "TN": 2750470, + "TP": 49012, + "n_pred": 52043, + "n_ref": 50211 + }, + "10": { + "Dice": 0.885454367602465, + "FN": 5260, + "FP": 1766, + "IoU": 0.7944532209935053, + "TN": 2769530, + "TP": 27156, + "n_pred": 28922, + "n_ref": 32416 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6622119187235783, + "FN": 2021, + "FP": 456, + "IoU": 0.49500509683995925, + "TN": 2798807, + "TP": 2428, + "n_pred": 2884, + "n_ref": 4449 + }, + "13": { + "Dice": 0.7154709614446071, + "FN": 464, + "FP": 119, + "IoU": 0.5569908814589666, + "TN": 2802396, + "TP": 733, + "n_pred": 852, + "n_ref": 1197 + }, + "14": { + "Dice": 0.0, + "FN": 133499, + "FP": 0, + "IoU": 0.0, + "TN": 2670213, + "TP": 0, + "n_pred": 0, + "n_ref": 133499 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 2803625, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "2": { + "Dice": 0.9126430074811929, + "FN": 7489, + "FP": 895, + "IoU": 0.8393223327392246, + "TN": 2751533, + "TP": 43795, + "n_pred": 44690, + "n_ref": 51284 + }, + "3": { + "Dice": 0.7319886908668652, + "FN": 2508, + "FP": 18726, + "IoU": 0.5772729987457944, + "TN": 2753481, + "TP": 28997, + "n_pred": 47723, + "n_ref": 31505 + }, + "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": 0.23486217803886128, + "FN": 173, + "FP": 121741, + "IoU": 0.133056, + "TN": 2663087, + "TP": 18711, + "n_pred": 140452, + "n_ref": 18884 + }, + "7": { + "Dice": 0.803941513825877, + "FN": 10647, + "FP": 20770, + "IoU": 0.6721590316184911, + "TN": 2707882, + "TP": 64413, + "n_pred": 85183, + "n_ref": 75060 + }, + "8": { + "Dice": 0.9512121028008992, + "FN": 68, + "FP": 735, + "IoU": 0.9069632719267756, + "TN": 2795081, + "TP": 7828, + "n_pred": 8563, + "n_ref": 7896 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9400635867645327, + "FN": 162, + "FP": 1365, + "IoU": 0.8869056436083543, + "TN": 2965442, + "TP": 11975, + "n_pred": 13340, + "n_ref": 12137 + }, + "10": { + "Dice": 0.70934759157638, + "FN": 4363, + "FP": 1834, + "IoU": 0.54960389563195, + "TN": 2965185, + "TP": 7562, + "n_pred": 9396, + "n_ref": 11925 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 2978904, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 2978924, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "13": { + "Dice": 0.7840750142464902, + "FN": 6054, + "FP": 2282, + "IoU": 0.6448383111073239, + "TN": 2955473, + "TP": 15135, + "n_pred": 17417, + "n_ref": 21189 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 918, + "IoU": 0.0, + "TN": 2978026, + "TP": 0, + "n_pred": 918, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6083095464636854, + "FN": 364, + "FP": 3341, + "IoU": 0.43710118505013673, + "TN": 2972362, + "TP": 2877, + "n_pred": 6218, + "n_ref": 3241 + }, + "3": { + "Dice": 0.9123478260869565, + "FN": 4438, + "FP": 602, + "IoU": 0.8388231531819635, + "TN": 2947674, + "TP": 26230, + "n_pred": 26832, + "n_ref": 30668 + }, + "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": 0.9252502259565494, + "FN": 3227, + "FP": 3472, + "IoU": 0.8608982744658319, + "TN": 2930785, + "TP": 41460, + "n_pred": 44932, + "n_ref": 44687 + }, + "7": { + "Dice": 0.47030476863683324, + "FN": 155365, + "FP": 501, + "IoU": 0.30744998022758274, + "TN": 2753883, + "TP": 69195, + "n_pred": 69696, + "n_ref": 224560 + }, + "8": { + "Dice": 0.9373409968906059, + "FN": 225, + "FP": 1105, + "IoU": 0.8820712892356801, + "TN": 2967666, + "TP": 9948, + "n_pred": 11053, + "n_ref": 10173 + }, + "9": { + "Dice": 0.9340174591381872, + "FN": 424, + "FP": 2418, + "IoU": 0.8762033366729102, + "TN": 2955987, + "TP": 20115, + "n_pred": 22533, + "n_ref": 20539 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 0.34285714285714286, + "FN": 4, + "FP": 19, + "IoU": 0.20689655172413793, + "TN": 2628451, + "TP": 6, + "n_pred": 25, + "n_ref": 10 + }, + "14": { + "Dice": 0.8299051004956595, + "FN": 17591, + "FP": 494, + "IoU": 0.7092630698990419, + "TN": 2566276, + "TP": 44119, + "n_pred": 44613, + "n_ref": 61710 + }, + "15": { + "Dice": 0.860227882837201, + "FN": 2159, + "FP": 184, + "IoU": 0.7547367319166753, + "TN": 2618927, + "TP": 7210, + "n_pred": 7394, + "n_ref": 9369 + }, + "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": 0.8938579933207492, + "FN": 1776, + "FP": 1879, + "IoU": 0.808086111840378, + "TN": 2609435, + "TP": 15390, + "n_pred": 17269, + "n_ref": 17166 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9330043688562958, + "FN": 1846, + "FP": 5024, + "IoU": 0.8744219204123787, + "TN": 2573773, + "TP": 47837, + "n_pred": 52861, + "n_ref": 49683 + }, + "7": { + "Dice": 0.8953249044398707, + "FN": 580, + "FP": 844, + "IoU": 0.8104870907639073, + "TN": 2620966, + "TP": 6090, + "n_pred": 6934, + "n_ref": 6670 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6800275701182333, + "FN": 4544, + "FP": 1491, + "IoU": 0.5151831619537275, + "TN": 2616032, + "TP": 6413, + "n_pred": 7904, + "n_ref": 10957 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6240167802831673, + "FN": 2585, + "FP": 283, + "IoU": 0.4535060975609756, + "TN": 2623232, + "TP": 2380, + "n_pred": 2663, + "n_ref": 4965 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3031, + "IoU": 0.0, + "TN": 2625449, + "TP": 0, + "n_pred": 3031, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 18665, + "IoU": 0.0, + "TN": 2609815, + "TP": 0, + "n_pred": 18665, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 125, + "IoU": 0.0, + "TN": 2628355, + "TP": 0, + "n_pred": 125, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9398605461940732, + "FN": 120, + "FP": 708, + "IoU": 0.8865442587010139, + "TN": 2621182, + "TP": 6470, + "n_pred": 7178, + "n_ref": 6590 + }, + "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": 29, + "IoU": 0.0, + "TN": 2628451, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 2628475, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "7": { + "Dice": 0.7840465927750411, + "FN": 2388, + "FP": 14446, + "IoU": 0.6447998649589601, + "TN": 2581087, + "TP": 30559, + "n_pred": 45005, + "n_ref": 32947 + }, + "8": { + "Dice": 0.9197315138403506, + "FN": 1083, + "FP": 1811, + "IoU": 0.8513915990551505, + "TN": 2609006, + "TP": 16580, + "n_pred": 18391, + "n_ref": 17663 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1276, + "IoU": 0.0, + "TN": 2627204, + "TP": 0, + "n_pred": 1276, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2847, + "IoU": 0.0, + "TN": 2976097, + "TP": 0, + "n_pred": 2847, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1048, + "IoU": 0.0, + "TN": 2977896, + "TP": 0, + "n_pred": 1048, + "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": 0.0, + "FN": 5039, + "FP": 0, + "IoU": 0.0, + "TN": 2973905, + "TP": 0, + "n_pred": 0, + "n_ref": 5039 + }, + "14": { + "Dice": 0.7869664718821516, + "FN": 11987, + "FP": 7189, + "IoU": 0.6487590438684862, + "TN": 2924349, + "TP": 35419, + "n_pred": 42608, + "n_ref": 47406 + }, + "15": { + "Dice": 0.49580666519532113, + "FN": 1319, + "FP": 7819, + "IoU": 0.32961631575086203, + "TN": 2965313, + "TP": 4493, + "n_pred": 12312, + "n_ref": 5812 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.07221664994984955, + "FN": 1835, + "FP": 15, + "IoU": 0.037460978147762745, + "TN": 2977022, + "TP": 72, + "n_pred": 87, + "n_ref": 1907 + }, + "4": { + "Dice": 0.603672131147541, + "FN": 17447, + "FP": 685, + "IoU": 0.4323283554052785, + "TN": 2947003, + "TP": 13809, + "n_pred": 14494, + "n_ref": 31256 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9473079133933704, + "FN": 6626, + "FP": 2999, + "IoU": 0.8998907899526757, + "TN": 2882799, + "TP": 86520, + "n_pred": 89519, + "n_ref": 93146 + }, + "7": { + "Dice": 0.6271052950442263, + "FN": 139, + "FP": 12171, + "IoU": 0.45677595869555626, + "TN": 2956283, + "TP": 10351, + "n_pred": 22522, + "n_ref": 10490 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9246143057503506, + "FN": 1495, + "FP": 7535, + "IoU": 0.8597978480599935, + "TN": 3089769, + "TP": 55377, + "n_pred": 62912, + "n_ref": 56872 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5934696368629845, + "FN": 9556, + "FP": 3766, + "IoU": 0.4219387312331858, + "TN": 3131130, + "TP": 9724, + "n_pred": 13490, + "n_ref": 19280 + }, + "15": { + "Dice": 0.8284964777316002, + "FN": 20564, + "FP": 8529, + "IoU": 0.7072078418743207, + "TN": 3054812, + "TP": 70271, + "n_pred": 78800, + "n_ref": 90835 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 3154163, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "3": { + "Dice": 0.9370178145602469, + "FN": 409, + "FP": 40, + "IoU": 0.881499076273423, + "TN": 3150387, + "TP": 3340, + "n_pred": 3380, + "n_ref": 3749 + }, + "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": 0.7250755287009063, + "FN": 4, + "FP": 87, + "IoU": 0.5687203791469194, + "TN": 3153965, + "TP": 120, + "n_pred": 207, + "n_ref": 124 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.970107163000564, + "FN": 344, + "FP": 292, + "IoU": 0.9419496166484118, + "TN": 2442292, + "TP": 10320, + "n_pred": 10612, + "n_ref": 10664 + }, + "10": { + "Dice": 0.8392613615421474, + "FN": 1544, + "FP": 2817, + "IoU": 0.7230407722596215, + "TN": 2437502, + "TP": 11385, + "n_pred": 14202, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.625, + "FN": 770, + "FP": 46, + "IoU": 0.45454545454545453, + "TN": 2451752, + "TP": 680, + "n_pred": 726, + "n_ref": 1450 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 2453211, + "TP": 0, + "n_pred": 37, + "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": 0.0, + "FN": 0, + "FP": 4844, + "IoU": 0.0, + "TN": 2448404, + "TP": 0, + "n_pred": 4844, + "n_ref": 0 + }, + "3": { + "Dice": 0.9107138867165679, + "FN": 6742, + "FP": 1250, + "IoU": 0.8360649012327952, + "TN": 2404497, + "TP": 40759, + "n_pred": 42009, + "n_ref": 47501 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8621621621621621, + "FN": 208, + "FP": 506, + "IoU": 0.7577197149643705, + "TN": 2450301, + "TP": 2233, + "n_pred": 2739, + "n_ref": 2441 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.49527372199045383, + "FN": 2575.52, + "FP": 3108.1133333333337, + "IoU": 0.4214849283338863, + "TN": 2892147.0933333337, + "TP": 11020.473333333332, + "n_pred": 14128.586666666668, + "n_ref": 13595.993333333334 + }, + "mean": { + "1": { + "Dice": 0.583347924014343, + "FN": 2745.733333333333, + "FP": 922.0, + "IoU": 0.5304287509344027, + "TN": 2894065.1666666665, + "TP": 11118.3, + "n_pred": 12040.3, + "n_ref": 13864.033333333333 + }, + "10": { + "Dice": 0.49919977395981674, + "FN": 4915.666666666667, + "FP": 1801.5333333333333, + "IoU": 0.40449421255763907, + "TN": 2895303.3666666667, + "TP": 6830.633333333333, + "n_pred": 8632.166666666666, + "n_ref": 11746.3 + }, + "11": { + "Dice": 0.18777494994669772, + "FN": 354.46666666666664, + "FP": 66.13333333333334, + "IoU": 0.13314684313071246, + "TN": 2908294.0, + "TP": 136.6, + "n_pred": 202.73333333333332, + "n_ref": 491.06666666666666 + }, + "12": { + "Dice": 0.1013844327188023, + "FN": 304.6333333333333, + "FP": 33.93333333333333, + "IoU": 0.06857905246421481, + "TN": 2908418.2333333334, + "TP": 94.4, + "n_pred": 128.33333333333334, + "n_ref": 399.03333333333336 + }, + "13": { + "Dice": 0.4467043272322775, + "FN": 4125.1, + "FP": 3093.266666666667, + "IoU": 0.33353497354376754, + "TN": 2896209.033333333, + "TP": 5423.8, + "n_pred": 8517.066666666668, + "n_ref": 9548.9 + }, + "14": { + "Dice": 0.20833527340720737, + "FN": 1008.0666666666667, + "FP": 5679.366666666667, + "IoU": 0.16702200482810825, + "TN": 2899909.3333333335, + "TP": 2254.4333333333334, + "n_pred": 7933.8, + "n_ref": 3262.5 + }, + "15": { + "Dice": 0.36128514050478183, + "FN": 1908.5, + "FP": 1306.7333333333333, + "IoU": 0.2927379426703736, + "TN": 2900923.066666667, + "TP": 4712.9, + "n_pred": 6019.633333333333, + "n_ref": 6621.4 + }, + "2": { + "Dice": 0.5448025092505279, + "FN": 2432.4666666666667, + "FP": 3247.0666666666666, + "IoU": 0.4912929947372903, + "TN": 2893005.6666666665, + "TP": 10166.0, + "n_pred": 13413.066666666668, + "n_ref": 12598.466666666667 + }, + "3": { + "Dice": 0.5276524999695147, + "FN": 3901.633333333333, + "FP": 2521.9666666666667, + "IoU": 0.4539445886688097, + "TN": 2895361.2666666666, + "TP": 7066.333333333333, + "n_pred": 9588.3, + "n_ref": 10967.966666666667 + }, + "4": { + "Dice": 0.4260769181262409, + "FN": 625.9, + "FP": 2234.866666666667, + "IoU": 0.36323128590197257, + "TN": 2903268.8, + "TP": 2721.633333333333, + "n_pred": 4956.5, + "n_ref": 3347.5333333333333 + }, + "5": { + "Dice": 0.6333834329344098, + "FN": 945.0, + "FP": 335.8, + "IoU": 0.523008649929873, + "TN": 2905454.466666667, + "TP": 2115.9333333333334, + "n_pred": 2451.733333333333, + "n_ref": 3060.9333333333334 + }, + "6": { + "Dice": 0.8399310059564244, + "FN": 2749.6, + "FP": 15574.7, + "IoU": 0.7648143404684971, + "TN": 2812727.7666666666, + "TP": 77799.13333333333, + "n_pred": 93373.83333333333, + "n_ref": 80548.73333333334 + }, + "7": { + "Dice": 0.5665424556934134, + "FN": 8782.633333333333, + "FP": 7598.1, + "IoU": 0.45259102810859897, + "TN": 2876347.966666667, + "TP": 16122.5, + "n_pred": 23720.6, + "n_ref": 24905.133333333335 + }, + "8": { + "Dice": 0.7785953730658354, + "FN": 2471.6666666666665, + "FP": 849.3666666666667, + "IoU": 0.7107935888271434, + "TN": 2894662.7333333334, + "TP": 10867.433333333332, + "n_pred": 11716.8, + "n_ref": 13339.1 + }, + "9": { + "Dice": 0.7240898130765151, + "FN": 1361.7333333333333, + "FP": 1356.8666666666666, + "IoU": 0.6326536682368913, + "TN": 2898255.533333333, + "TP": 7877.066666666667, + "n_pred": 9233.933333333332, + "n_ref": 9238.8 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.05368516833484986, + "FN": 14, + "FP": 2066, + "IoU": 0.02758298270219729, + "TN": 2626341, + "TP": 59, + "n_pred": 2125, + "n_ref": 73 + }, + "10": { + "Dice": 0.8240310077519379, + "FN": 295, + "FP": 159, + "IoU": 0.7007251153592617, + "TN": 2626963, + "TP": 1063, + "n_pred": 1222, + "n_ref": 1358 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 860, + "IoU": 0.0, + "TN": 2627620, + "TP": 0, + "n_pred": 860, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 2628470, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5350940665701881, + "FN": 93, + "FP": 2477, + "IoU": 0.36527537663620646, + "TN": 2624431, + "TP": 1479, + "n_pred": 3956, + "n_ref": 1572 + }, + "15": { + "Dice": 0.8368325538161914, + "FN": 7712, + "FP": 3347, + "IoU": 0.7194428941092902, + "TN": 2589062, + "TP": 28359, + "n_pred": 31706, + "n_ref": 36071 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8916967509025271, + "FN": 118, + "FP": 2, + "IoU": 0.8045602605863192, + "TN": 2627866, + "TP": 494, + "n_pred": 496, + "n_ref": 612 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7174021648626144, + "FN": 2274, + "FP": 1120, + "IoU": 0.5593352376006232, + "TN": 2620778, + "TP": 4308, + "n_pred": 5428, + "n_ref": 6582 + }, + "6": { + "Dice": 0.755018127155363, + "FN": 3328, + "FP": 7754, + "IoU": 0.606449092652438, + "TN": 2600321, + "TP": 17077, + "n_pred": 24831, + "n_ref": 20405 + }, + "7": { + "Dice": 0.7453893890394196, + "FN": 864, + "FP": 2049, + "IoU": 0.5941201058938275, + "TN": 2621303, + "TP": 4264, + "n_pred": 6313, + "n_ref": 5128 + }, + "8": { + "Dice": 0.9337336164604232, + "FN": 465, + "FP": 2250, + "IoU": 0.8757038868287323, + "TN": 2606637, + "TP": 19128, + "n_pred": 21378, + "n_ref": 19593 + }, + "9": { + "Dice": 0.850328947368421, + "FN": 298, + "FP": 66, + "IoU": 0.7396280400572246, + "TN": 2627082, + "TP": 1034, + "n_pred": 1100, + "n_ref": 1332 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8451733250427483, + "FN": 2784, + "FP": 1200, + "IoU": 0.7318616233678826, + "TN": 2964086, + "TP": 10874, + "n_pred": 12074, + "n_ref": 13658 + }, + "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": 0.818386803275446, + "FN": 2367, + "FP": 6815, + "IoU": 0.6926012721794442, + "TN": 2949074, + "TP": 20688, + "n_pred": 27503, + "n_ref": 23055 + }, + "14": { + "Dice": 0.941542313672435, + "FN": 1159, + "FP": 1736, + "IoU": 0.8895417604639627, + "TN": 2952735, + "TP": 23314, + "n_pred": 25050, + "n_ref": 24473 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9681656225984491, + "FN": 324, + "FP": 1043, + "IoU": 0.9382955673918931, + "TN": 2956790, + "TP": 20787, + "n_pred": 21830, + "n_ref": 21111 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8801821299080919, + "FN": 1396, + "FP": 2867, + "IoU": 0.7860047186386225, + "TN": 2959023, + "TP": 15658, + "n_pred": 18525, + "n_ref": 17054 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9399847545402393, + "FN": 4388, + "FP": 3249, + "IoU": 0.8867653164106518, + "TN": 2911500, + "TP": 59807, + "n_pred": 63056, + "n_ref": 64195 + }, + "7": { + "Dice": 0.8084262701363073, + "FN": 721, + "FP": 1598, + "IoU": 0.6784525790349417, + "TN": 2971732, + "TP": 4893, + "n_pred": 6491, + "n_ref": 5614 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 2978938, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "9": { + "Dice": 0.8579562187101207, + "FN": 2866, + "FP": 2922, + "IoU": 0.751246346914217, + "TN": 2955676, + "TP": 17480, + "n_pred": 20402, + "n_ref": 20346 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 15, + "FP": 3235, + "IoU": 0.0, + "TN": 3326158, + "TP": 0, + "n_pred": 3235, + "n_ref": 15 + }, + "10": { + "Dice": 0.0, + "FN": 150, + "FP": 2476, + "IoU": 0.0, + "TN": 3326782, + "TP": 0, + "n_pred": 2476, + "n_ref": 150 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 638, + "IoU": 0.0, + "TN": 3328770, + "TP": 0, + "n_pred": 638, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2705, + "FP": 0, + "IoU": 0.0, + "TN": 3326703, + "TP": 0, + "n_pred": 0, + "n_ref": 2705 + }, + "13": { + "Dice": 0.29902912621359223, + "FN": 3135, + "FP": 9139, + "IoU": 0.17579908675799086, + "TN": 3314516, + "TP": 2618, + "n_pred": 11757, + "n_ref": 5753 + }, + "14": { + "Dice": 0.03547169811320755, + "FN": 1948, + "FP": 84956, + "IoU": 0.018056089127929314, + "TN": 3240906, + "TP": 1598, + "n_pred": 86554, + "n_ref": 3546 + }, + "15": { + "Dice": 0.8215540033937098, + "FN": 1429, + "FP": 7615, + "IoU": 0.6971503197937247, + "TN": 3299545, + "TP": 20819, + "n_pred": 28434, + "n_ref": 22248 + }, + "2": { + "Dice": 0.9069430787719873, + "FN": 3635, + "FP": 3179, + "IoU": 0.8297308778330293, + "TN": 3289389, + "TP": 33205, + "n_pred": 36384, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1216, + "IoU": 0.0, + "TN": 3328192, + "TP": 0, + "n_pred": 1216, + "n_ref": 0 + }, + "4": { + "Dice": 0.41210231231131605, + "FN": 6148, + "FP": 11573, + "IoU": 0.25952699314725053, + "TN": 3305476, + "TP": 6211, + "n_pred": 17784, + "n_ref": 12359 + }, + "5": { + "Dice": 0.471155341315503, + "FN": 9588, + "FP": 615, + "IoU": 0.30817737998372663, + "TN": 3314660, + "TP": 4545, + "n_pred": 5160, + "n_ref": 14133 + }, + "6": { + "Dice": 0.7472668567436416, + "FN": 787, + "FP": 25983, + "IoU": 0.5965092092967172, + "TN": 3263062, + "TP": 39576, + "n_pred": 65559, + "n_ref": 40363 + }, + "7": { + "Dice": 0.3613114204259601, + "FN": 1697, + "FP": 13537, + "IoU": 0.22048815432635727, + "TN": 3309865, + "TP": 4309, + "n_pred": 17846, + "n_ref": 6006 + }, + "8": { + "Dice": 0.8556558070848416, + "FN": 6318, + "FP": 1697, + "IoU": 0.747725913568978, + "TN": 3297637, + "TP": 23756, + "n_pred": 25453, + "n_ref": 30074 + }, + "9": { + "Dice": 0.7816360845091015, + "FN": 3282, + "FP": 2692, + "IoU": 0.6415456618264731, + "TN": 3312742, + "TP": 10692, + "n_pred": 13384, + "n_ref": 13974 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7614906832298136, + "FN": 59, + "FP": 325, + "IoU": 0.6148445336008024, + "TN": 2452251, + "TP": 613, + "n_pred": 938, + "n_ref": 672 + }, + "10": { + "Dice": 0.0, + "FN": 2975, + "FP": 0, + "IoU": 0.0, + "TN": 2450273, + "TP": 0, + "n_pred": 0, + "n_ref": 2975 + }, + "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": 0.3916775032509753, + "FN": 4332, + "FP": 346, + "IoU": 0.24353169469598965, + "TN": 2447064, + "TP": 1506, + "n_pred": 1852, + "n_ref": 5838 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3426, + "IoU": 0.0, + "TN": 2449822, + "TP": 0, + "n_pred": 3426, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 2453246, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "6": { + "Dice": 0.9277663622989288, + "FN": 2187, + "FP": 15636, + "IoU": 0.8652651154352066, + "TN": 2320966, + "TP": 114459, + "n_pred": 130095, + "n_ref": 116646 + }, + "7": { + "Dice": 0.31482509716823986, + "FN": 11790, + "FP": 3018, + "IoU": 0.18682042833607906, + "TN": 2435038, + "TP": 3402, + "n_pred": 6420, + "n_ref": 15192 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9612061788918694, + "FN": 960, + "FP": 1137, + "IoU": 0.9253098732013108, + "TN": 2950868, + "TP": 25979, + "n_pred": 27116, + "n_ref": 26939 + }, + "10": { + "Dice": 0.15176374077112387, + "FN": 6204, + "FP": 0, + "IoU": 0.0821127385707945, + "TN": 2972185, + "TP": 555, + "n_pred": 555, + "n_ref": 6759 + }, + "11": { + "Dice": 0.5350686912509038, + "FN": 1127, + "FP": 159, + "IoU": 0.36525172754195456, + "TN": 2976918, + "TP": 740, + "n_pred": 899, + "n_ref": 1867 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 2978877, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "13": { + "Dice": 0.2606110313717449, + "FN": 7208, + "FP": 4, + "IoU": 0.14982906990451492, + "TN": 2970461, + "TP": 1271, + "n_pred": 1275, + "n_ref": 8479 + }, + "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": 0.9171742873144391, + "FN": 7615, + "FP": 4364, + "IoU": 0.8470193093583981, + "TN": 2900640, + "TP": 66325, + "n_pred": 70689, + "n_ref": 73940 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4741, + "IoU": 0.0, + "TN": 2974203, + "TP": 0, + "n_pred": 4741, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 9762, + "IoU": 0.0, + "TN": 2969182, + "TP": 0, + "n_pred": 9762, + "n_ref": 0 + }, + "5": { + "Dice": 0.8403047737521381, + "FN": 1538, + "FP": 516, + "IoU": 0.724591043175114, + "TN": 2971486, + "TP": 5404, + "n_pred": 5920, + "n_ref": 6942 + }, + "6": { + "Dice": 0.7388569910050652, + "FN": 4860, + "FP": 59998, + "IoU": 0.5858629717131728, + "TN": 2822334, + "TP": 91752, + "n_pred": 151750, + "n_ref": 96612 + }, + "7": { + "Dice": 0.4234723419586448, + "FN": 87480, + "FP": 2132, + "IoU": 0.26861079144323924, + "TN": 2856421, + "TP": 32911, + "n_pred": 35043, + "n_ref": 120391 + }, + "8": { + "Dice": 0.9498827246182566, + "FN": 283, + "FP": 764, + "IoU": 0.9045491840641808, + "TN": 2967975, + "TP": 9922, + "n_pred": 10686, + "n_ref": 10205 + }, + "9": { + "Dice": 0.6739526411657559, + "FN": 1323, + "FP": 109, + "IoU": 0.5082417582417582, + "TN": 2976032, + "TP": 1480, + "n_pred": 1589, + "n_ref": 2803 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 0.0, + "FN": 0, + "FP": 283, + "IoU": 0.0, + "TN": 2628197, + "TP": 0, + "n_pred": 283, + "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": 410, + "IoU": 0.0, + "TN": 2628070, + "TP": 0, + "n_pred": 410, + "n_ref": 0 + }, + "3": { + "Dice": 0.7975297750330834, + "FN": 303, + "FP": 156, + "IoU": 0.6632428466617755, + "TN": 2627117, + "TP": 904, + "n_pred": 1060, + "n_ref": 1207 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9563175298553045, + "FN": 1606, + "FP": 2542, + "IoU": 0.9162916473271043, + "TN": 2578927, + "TP": 45405, + "n_pred": 47947, + "n_ref": 47011 + }, + "10": { + "Dice": 0.6480895892660599, + "FN": 15724, + "FP": 4419, + "IoU": 0.4793879713628492, + "TN": 2589789, + "TP": 18548, + "n_pred": 22967, + "n_ref": 34272 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.07153356197942186, + "FN": 1784, + "FP": 111, + "IoU": 0.03709349593495935, + "TN": 2626512, + "TP": 73, + "n_pred": 184, + "n_ref": 1857 + }, + "13": { + "Dice": 0.0, + "FN": 765, + "FP": 3163, + "IoU": 0.0, + "TN": 2624552, + "TP": 0, + "n_pred": 3163, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8192771084337349, + "FN": 4, + "FP": 11, + "IoU": 0.6938775510204082, + "TN": 2628431, + "TP": 34, + "n_pred": 45, + "n_ref": 38 + }, + "4": { + "Dice": 0.8469838659952729, + "FN": 1453, + "FP": 1525, + "IoU": 0.7345811051693405, + "TN": 2617260, + "TP": 8242, + "n_pred": 9767, + "n_ref": 9695 + }, + "5": { + "Dice": 0.60741885625966, + "FN": 114, + "FP": 394, + "IoU": 0.4361820199778024, + "TN": 2627579, + "TP": 393, + "n_pred": 787, + "n_ref": 507 + }, + "6": { + "Dice": 0.9073872793373562, + "FN": 7500, + "FP": 7326, + "IoU": 0.8304747530186608, + "TN": 2541024, + "TP": 72630, + "n_pred": 79956, + "n_ref": 80130 + }, + "7": { + "Dice": 0.3052517324872673, + "FN": 6457, + "FP": 10185, + "IoU": 0.18011626761257266, + "TN": 2608182, + "TP": 3656, + "n_pred": 13841, + "n_ref": 10113 + }, + "8": { + "Dice": 0.9270149953139644, + "FN": 905, + "FP": 2833, + "IoU": 0.8639589474833497, + "TN": 2601003, + "TP": 23739, + "n_pred": 26572, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5277777777777778, + "FN": 34, + "FP": 0, + "IoU": 0.3584905660377358, + "TN": 2628427, + "TP": 19, + "n_pred": 19, + "n_ref": 53 + }, + "10": { + "Dice": 0.0, + "FN": 7, + "FP": 0, + "IoU": 0.0, + "TN": 2628473, + "TP": 0, + "n_pred": 0, + "n_ref": 7 + }, + "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": 0.13056379821958458, + "FN": 0, + "FP": 293, + "IoU": 0.06984126984126984, + "TN": 2628165, + "TP": 22, + "n_pred": 315, + "n_ref": 22 + }, + "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": 0.7110644992134242, + "FN": 550, + "FP": 1, + "IoU": 0.5516680227827502, + "TN": 2627251, + "TP": 678, + "n_pred": 679, + "n_ref": 1228 + }, + "3": { + "Dice": 0.9110031175499725, + "FN": 9488, + "FP": 218, + "IoU": 0.8365525487092266, + "TN": 2569097, + "TP": 49677, + "n_pred": 49895, + "n_ref": 59165 + }, + "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": 0.9712944971954394, + "FN": 392, + "FP": 391, + "IoU": 0.9441910192444761, + "TN": 2614450, + "TP": 13247, + "n_pred": 13638, + "n_ref": 13639 + }, + "7": { + "Dice": 0.8171159317903415, + "FN": 27895, + "FP": 322, + "IoU": 0.6907827687856838, + "TN": 2537227, + "TP": 63036, + "n_pred": 63358, + "n_ref": 90931 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9816679188580015, + "FN": 350, + "FP": 138, + "IoU": 0.9639958683783385, + "TN": 2965390, + "TP": 13066, + "n_pred": 13204, + "n_ref": 13416 + }, + "10": { + "Dice": 0.8064163324826832, + "FN": 437, + "FP": 94, + "IoU": 0.6756261453879047, + "TN": 2977307, + "TP": 1106, + "n_pred": 1200, + "n_ref": 1543 + }, + "11": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 2978936, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.42074074074074075, + "FN": 81, + "FP": 310, + "IoU": 0.26641651031894936, + "TN": 2978411, + "TP": 142, + "n_pred": 452, + "n_ref": 223 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 2978927, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9778648835600645, + "FN": 589, + "FP": 179, + "IoU": 0.956688472817505, + "TN": 2961212, + "TP": 16964, + "n_pred": 17143, + "n_ref": 17553 + }, + "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": 0.8140703517587939, + "FN": 45, + "FP": 29, + "IoU": 0.6864406779661016, + "TN": 2978708, + "TP": 162, + "n_pred": 191, + "n_ref": 207 + }, + "6": { + "Dice": 0.9781263537083058, + "FN": 4265, + "FP": 5329, + "IoU": 0.957189137089361, + "TN": 2754842, + "TP": 214508, + "n_pred": 219837, + "n_ref": 218773 + }, + "7": { + "Dice": 0.6992751186841858, + "FN": 21748, + "FP": 613, + "IoU": 0.5376041688206952, + "TN": 2930585, + "TP": 25998, + "n_pred": 26611, + "n_ref": 47746 + }, + "8": { + "Dice": 0.604986994349269, + "FN": 4523, + "FP": 4285, + "IoU": 0.4336783900212178, + "TN": 2963391, + "TP": 6745, + "n_pred": 11030, + "n_ref": 11268 + }, + "9": { + "Dice": 0.7907635446710765, + "FN": 11234, + "FP": 881, + "IoU": 0.6539362431444241, + "TN": 2943936, + "TP": 22893, + "n_pred": 23774, + "n_ref": 34127 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1698698078115313, + "FN": 4017, + "FP": 0, + "IoU": 0.09281842818428185, + "TN": 2974516, + "TP": 411, + "n_pred": 411, + "n_ref": 4428 + }, + "10": { + "Dice": 0.8611548488681242, + "FN": 2222, + "FP": 3157, + "IoU": 0.7561650045330915, + "TN": 2956884, + "TP": 16681, + "n_pred": 19838, + "n_ref": 18903 + }, + "11": { + "Dice": 0.0, + "FN": 860, + "FP": 0, + "IoU": 0.0, + "TN": 2978084, + "TP": 0, + "n_pred": 0, + "n_ref": 860 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.18158364754911688, + "FN": 17946, + "FP": 6798, + "IoU": 0.0998581250682091, + "TN": 2951455, + "TP": 2745, + "n_pred": 9543, + "n_ref": 20691 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.06097560975609756, + "FN": 154, + "FP": 0, + "IoU": 0.031446540880503145, + "TN": 2978785, + "TP": 5, + "n_pred": 5, + "n_ref": 159 + }, + "2": { + "Dice": 0.826274052645971, + "FN": 10237, + "FP": 1834, + "IoU": 0.7039752801824558, + "TN": 2938167, + "TP": 28706, + "n_pred": 30540, + "n_ref": 38943 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10258, + "IoU": 0.0, + "TN": 2968686, + "TP": 0, + "n_pred": 10258, + "n_ref": 0 + }, + "4": { + "Dice": 0.9126873744398084, + "FN": 150, + "FP": 415, + "IoU": 0.8393973848777715, + "TN": 2975426, + "TP": 2953, + "n_pred": 3368, + "n_ref": 3103 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9383738768354153, + "FN": 2097, + "FP": 715, + "IoU": 0.8839023987448908, + "TN": 2954723, + "TP": 21409, + "n_pred": 22124, + "n_ref": 23506 + }, + "7": { + "Dice": 0.9297199990269297, + "FN": 2123, + "FP": 766, + "IoU": 0.8686698790799163, + "TN": 2956946, + "TP": 19109, + "n_pred": 19875, + "n_ref": 21232 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7699826580482422, + "FN": 1280, + "FP": 1638, + "IoU": 0.6259933350422968, + "TN": 2971142, + "TP": 4884, + "n_pred": 6522, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 0.9248726721055157, + "FN": 3025, + "FP": 1828, + "IoU": 0.8602447804175666, + "TN": 3119451, + "TP": 29872, + "n_pred": 31700, + "n_ref": 32897 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 0.9886805232674943, + "FN": 2725, + "FP": 1219, + "IoU": 0.9776144393677101, + "TN": 2977991, + "TP": 172241, + "n_pred": 173460, + "n_ref": 174966 + }, + "7": { + "Dice": 0.8578712555768006, + "FN": 580, + "FP": 89, + "IoU": 0.7511160714285714, + "TN": 3151488, + "TP": 2019, + "n_pred": 2108, + "n_ref": 2599 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8742382989757552, + "FN": 1382, + "FP": 558, + "IoU": 0.7765749165035126, + "TN": 2795029, + "TP": 6743, + "n_pred": 7301, + "n_ref": 8125 + }, + "10": { + "Dice": 0.6456571053022112, + "FN": 30107, + "FP": 3321, + "IoU": 0.47673089867413865, + "TN": 2739829, + "TP": 30455, + "n_pred": 33776, + "n_ref": 60562 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.30221558376898183, + "FN": 2666, + "FP": 137, + "IoU": 0.1780058651026393, + "TN": 2800302, + "TP": 607, + "n_pred": 744, + "n_ref": 3273 + }, + "13": { + "Dice": 0.13383499059392637, + "FN": 429, + "FP": 2794, + "IoU": 0.07171658986175115, + "TN": 2800240, + "TP": 249, + "n_pred": 3043, + "n_ref": 678 + }, + "14": { + "Dice": 0.1501632208922742, + "FN": 1562, + "FP": 0, + "IoU": 0.0811764705882353, + "TN": 2802012, + "TP": 138, + "n_pred": 138, + "n_ref": 1700 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1542, + "IoU": 0.0, + "TN": 2802170, + "TP": 0, + "n_pred": 1542, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 61, + "IoU": 0.0, + "TN": 2803651, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13417, + "IoU": 0.0, + "TN": 2790295, + "TP": 0, + "n_pred": 13417, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 7131, + "IoU": 0.0, + "TN": 2796581, + "TP": 0, + "n_pred": 7131, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8863497698152976, + "FN": 141, + "FP": 1908, + "IoU": 0.7958960055782448, + "TN": 2793673, + "TP": 7990, + "n_pred": 9898, + "n_ref": 8131 + }, + "7": { + "Dice": 0.5831467748705751, + "FN": 8716, + "FP": 15118, + "IoU": 0.4115788174299469, + "TN": 2763207, + "TP": 16671, + "n_pred": 31789, + "n_ref": 25387 + }, + "8": { + "Dice": 0.8482477033004423, + "FN": 3511, + "FP": 57, + "IoU": 0.7364844903988184, + "TN": 2790172, + "TP": 9972, + "n_pred": 10029, + "n_ref": 13483 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7580887079494322, + "FN": 1302, + "FP": 956, + "IoU": 0.6104209799861974, + "TN": 2447452, + "TP": 3538, + "n_pred": 4494, + "n_ref": 4840 + }, + "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": 0.6797222339839946, + "FN": 10390, + "FP": 4738, + "IoU": 0.5148327507135756, + "TN": 2422067, + "TP": 16053, + "n_pred": 20791, + "n_ref": 26443 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1624, + "IoU": 0.0, + "TN": 2451624, + "TP": 0, + "n_pred": 1624, + "n_ref": 0 + }, + "15": { + "Dice": 0.6933857880501598, + "FN": 2659, + "FP": 2329, + "IoU": 0.5306736921339857, + "TN": 2442620, + "TP": 5640, + "n_pred": 7969, + "n_ref": 8299 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7521, + "IoU": 0.0, + "TN": 2445727, + "TP": 0, + "n_pred": 7521, + "n_ref": 0 + }, + "3": { + "Dice": 0.8430102596434917, + "FN": 15255, + "FP": 1179, + "IoU": 0.7286237986723472, + "TN": 2392690, + "TP": 44124, + "n_pred": 45303, + "n_ref": 59379 + }, + "4": { + "Dice": 0.8176647870892475, + "FN": 2246, + "FP": 5256, + "IoU": 0.6915676520166097, + "TN": 2428925, + "TP": 16821, + "n_pred": 22077, + "n_ref": 19067 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9550182421484938, + "FN": 873, + "FP": 10704, + "IoU": 0.9139090084328569, + "TN": 2318774, + "TP": 122897, + "n_pred": 133601, + "n_ref": 123770 + }, + "7": { + "Dice": 0.8176243694985659, + "FN": 8859, + "FP": 2205, + "IoU": 0.6915098285236303, + "TN": 2417383, + "TP": 24801, + "n_pred": 27006, + "n_ref": 33660 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.869244028564393, + "FN": 112, + "FP": 4136, + "IoU": 0.7687282229965157, + "TN": 3135808, + "TP": 14120, + "n_pred": 18256, + "n_ref": 14232 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 283, + "IoU": 0.0, + "TN": 3153893, + "TP": 0, + "n_pred": 283, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 3154169, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 1709, + "FP": 4454, + "IoU": 0.0, + "TN": 3148013, + "TP": 0, + "n_pred": 4454, + "n_ref": 1709 + }, + "15": { + "Dice": 0.8775766266355978, + "FN": 4681, + "FP": 783, + "IoU": 0.7818588310443948, + "TN": 3129128, + "TP": 19584, + "n_pred": 20367, + "n_ref": 24265 + }, + "2": { + "Dice": 0.8764802489411357, + "FN": 7363, + "FP": 1211, + "IoU": 0.7801200184643792, + "TN": 3115182, + "TP": 30420, + "n_pred": 31631, + "n_ref": 37783 + }, + "3": { + "Dice": 0.7706324399813793, + "FN": 441, + "FP": 6457, + "IoU": 0.6268527534350319, + "TN": 3135690, + "TP": 11588, + "n_pred": 18045, + "n_ref": 12029 + }, + "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": 0.663423955528533, + "FN": 216, + "FP": 7534, + "IoU": 0.49636080062386273, + "TN": 3138788, + "TP": 7638, + "n_pred": 15172, + "n_ref": 7854 + }, + "7": { + "Dice": 0.1707760481763436, + "FN": 316, + "FP": 43472, + "IoU": 0.09335983601465929, + "TN": 3105879, + "TP": 4509, + "n_pred": 47981, + "n_ref": 4825 + }, + "8": { + "Dice": 0.9469355786175837, + "FN": 422, + "FP": 391, + "IoU": 0.899219040535515, + "TN": 3146109, + "TP": 7254, + "n_pred": 7645, + "n_ref": 7676 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.87597951232325, + "FN": 1697, + "FP": 1136, + "IoU": 0.7793269979747625, + "TN": 2790874, + "TP": 10005, + "n_pred": 11141, + "n_ref": 11702 + }, + "10": { + "Dice": 0.019846350832266324, + "FN": 2763, + "FP": 3361, + "IoU": 0.010022631749110895, + "TN": 2797526, + "TP": 62, + "n_pred": 3423, + "n_ref": 2825 + }, + "11": { + "Dice": 0.0, + "FN": 134, + "FP": 0, + "IoU": 0.0, + "TN": 2803578, + "TP": 0, + "n_pred": 0, + "n_ref": 134 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6335317779565567, + "FN": 5258, + "FP": 17518, + "IoU": 0.46362715776087415, + "TN": 2761249, + "TP": 19687, + "n_pred": 37205, + "n_ref": 24945 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.7124117053481333, + "FN": 278, + "FP": 7, + "IoU": 0.5532915360501567, + "TN": 2803074, + "TP": 353, + "n_pred": 360, + "n_ref": 631 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 785, + "IoU": 0.0, + "TN": 2802927, + "TP": 0, + "n_pred": 785, + "n_ref": 0 + }, + "3": { + "Dice": 0.9388011298252955, + "FN": 1668, + "FP": 672, + "IoU": 0.8846608832807571, + "TN": 2783424, + "TP": 17948, + "n_pred": 18620, + "n_ref": 19616 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1165, + "IoU": 0.0, + "TN": 2802547, + "TP": 0, + "n_pred": 1165, + "n_ref": 0 + }, + "5": { + "Dice": 0.25194401244167963, + "FN": 1967, + "FP": 438, + "IoU": 0.14412811387900357, + "TN": 2800902, + "TP": 405, + "n_pred": 843, + "n_ref": 2372 + }, + "6": { + "Dice": 0.8892686701921837, + "FN": 2883, + "FP": 3985, + "IoU": 0.8006154560761772, + "TN": 2769266, + "TP": 27578, + "n_pred": 31563, + "n_ref": 30461 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5520, + "IoU": 0.0, + "TN": 2798192, + "TP": 0, + "n_pred": 5520, + "n_ref": 0 + }, + "8": { + "Dice": 0.21955019199122325, + "FN": 35158, + "FP": 411, + "IoU": 0.1233116434979789, + "TN": 2763140, + "TP": 5003, + "n_pred": 5414, + "n_ref": 40161 + }, + "9": { + "Dice": 0.8206036033463724, + "FN": 3968, + "FP": 2315, + "IoU": 0.6957826950079892, + "TN": 2783059, + "TP": 14370, + "n_pred": 16685, + "n_ref": 18338 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.10585681615566495, + "FN": 45019, + "FP": 1117, + "IoU": 0.05588638549532404, + "TN": 3280541, + "TP": 2731, + "n_pred": 3848, + "n_ref": 47750 + }, + "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": 0.7532240861049161, + "FN": 1501, + "FP": 1044, + "IoU": 0.6041375019443148, + "TN": 3322979, + "TP": 3884, + "n_pred": 4928, + "n_ref": 5385 + }, + "14": { + "Dice": 0.6813905930470348, + "FN": 1286, + "FP": 1051, + "IoU": 0.5167493796526055, + "TN": 3324572, + "TP": 2499, + "n_pred": 3550, + "n_ref": 3785 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 675, + "IoU": 0.0, + "TN": 3328733, + "TP": 0, + "n_pred": 675, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9085801838610827, + "FN": 684, + "FP": 390, + "IoU": 0.8324754328497894, + "TN": 3322997, + "TP": 5337, + "n_pred": 5727, + "n_ref": 6021 + }, + "6": { + "Dice": 0.8955688134210392, + "FN": 3150, + "FP": 946, + "IoU": 0.810886929221109, + "TN": 3307749, + "TP": 17563, + "n_pred": 18509, + "n_ref": 20713 + }, + "7": { + "Dice": 0.7536717913493202, + "FN": 11979, + "FP": 214, + "IoU": 0.6047137392206445, + "TN": 3298562, + "TP": 18653, + "n_pred": 18867, + "n_ref": 30632 + }, + "8": { + "Dice": 0.7811684157748232, + "FN": 9844, + "FP": 2813, + "IoU": 0.6409157966409441, + "TN": 3294160, + "TP": 22591, + "n_pred": 25404, + "n_ref": 32435 + }, + "9": { + "Dice": 0.9340375374013963, + "FN": 1629, + "FP": 1281, + "IoU": 0.8762386764768426, + "TN": 3305895, + "TP": 20603, + "n_pred": 21884, + "n_ref": 22232 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9890688813526555, + "FN": 1070, + "FP": 287, + "IoU": 0.9783741573570893, + "TN": 3091427, + "TP": 61392, + "n_pred": 61679, + "n_ref": 62462 + }, + "10": { + "Dice": 0.8590332351586382, + "FN": 3884, + "FP": 6215, + "IoU": 0.7528994372400294, + "TN": 3113306, + "TP": 30771, + "n_pred": 36986, + "n_ref": 34655 + }, + "11": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 3154155, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5890679114591176, + "FN": 9970, + "FP": 946, + "IoU": 0.4175026680896478, + "TN": 3135436, + "TP": 7824, + "n_pred": 8770, + "n_ref": 17794 + }, + "14": { + "Dice": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 3154092, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "15": { + "Dice": 0.0, + "FN": 153, + "FP": 0, + "IoU": 0.0, + "TN": 3154023, + "TP": 0, + "n_pred": 0, + "n_ref": 153 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 277, + "IoU": 0.0, + "TN": 3153899, + "TP": 0, + "n_pred": 277, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 406, + "FP": 0, + "IoU": 0.0, + "TN": 3153770, + "TP": 0, + "n_pred": 0, + "n_ref": 406 + }, + "4": { + "Dice": 0.8975169300225734, + "FN": 208, + "FP": 19, + "IoU": 0.814086814086814, + "TN": 3152955, + "TP": 994, + "n_pred": 1013, + "n_ref": 1202 + }, + "5": { + "Dice": 0.710562414266118, + "FN": 2629, + "FP": 114, + "IoU": 0.551063829787234, + "TN": 3148066, + "TP": 3367, + "n_pred": 3481, + "n_ref": 5996 + }, + "6": { + "Dice": 0.9378644986449864, + "FN": 3473, + "FP": 7991, + "IoU": 0.8829989181686432, + "TN": 3056194, + "TP": 86518, + "n_pred": 94509, + "n_ref": 89991 + }, + "7": { + "Dice": 0.8897908140063665, + "FN": 1208, + "FP": 8486, + "IoU": 0.8014623056915231, + "TN": 3105349, + "TP": 39133, + "n_pred": 47619, + "n_ref": 40341 + }, + "8": { + "Dice": 0.9675053179784346, + "FN": 210, + "FP": 233, + "IoU": 0.9370559818130151, + "TN": 3147138, + "TP": 6595, + "n_pred": 6828, + "n_ref": 6805 + }, + "9": { + "Dice": 0.9195936403808482, + "FN": 907, + "FP": 858, + "IoU": 0.8511553381683252, + "TN": 3142318, + "TP": 10093, + "n_pred": 10951, + "n_ref": 11000 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3977, + "IoU": 0.0, + "TN": 2799735, + "TP": 0, + "n_pred": 3977, + "n_ref": 0 + }, + "10": { + "Dice": 0.7334328701045136, + "FN": 1197, + "FP": 1124, + "IoU": 0.5790714544795067, + "TN": 2798198, + "TP": 3193, + "n_pred": 4317, + "n_ref": 4390 + }, + "11": { + "Dice": 0.7249951821160147, + "FN": 1165, + "FP": 262, + "IoU": 0.5686215235792019, + "TN": 2800404, + "TP": 1881, + "n_pred": 2143, + "n_ref": 3046 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 2803672, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "13": { + "Dice": 0.9081004022198462, + "FN": 1832, + "FP": 1778, + "IoU": 0.8316702415368833, + "TN": 2782266, + "TP": 17836, + "n_pred": 19614, + "n_ref": 19668 + }, + "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": 0.9524021352313167, + "FN": 907, + "FP": 1447, + "IoU": 0.9091295116772824, + "TN": 2777807, + "TP": 23551, + "n_pred": 24998, + "n_ref": 24458 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9008692052980133, + "FN": 358, + "FP": 600, + "IoU": 0.8196196573150066, + "TN": 2798401, + "TP": 4353, + "n_pred": 4953, + "n_ref": 4711 + }, + "5": { + "Dice": 0.8747341556784347, + "FN": 846, + "FP": 1510, + "IoU": 0.7773577773577773, + "TN": 2793130, + "TP": 8226, + "n_pred": 9736, + "n_ref": 9072 + }, + "6": { + "Dice": 0.9563090343780852, + "FN": 1410, + "FP": 13415, + "IoU": 0.9162760490201615, + "TN": 2626642, + "TP": 162245, + "n_pred": 175660, + "n_ref": 163655 + }, + "7": { + "Dice": 0.8034866660913093, + "FN": 318, + "FP": 4236, + "IoU": 0.6715233698788229, + "TN": 2789848, + "TP": 9310, + "n_pred": 13546, + "n_ref": 9628 + }, + "8": { + "Dice": 0.959466326171646, + "FN": 2127, + "FP": 984, + "IoU": 0.9220906062958604, + "TN": 2763781, + "TP": 36820, + "n_pred": 37804, + "n_ref": 38947 + }, + "9": { + "Dice": 0.73470715835141, + "FN": 2972, + "FP": 1920, + "IoU": 0.58066175210012, + "TN": 2792046, + "TP": 6774, + "n_pred": 8694, + "n_ref": 9746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 3154175, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": 0.6300630063006301, + "FN": 310, + "FP": 2156, + "IoU": 0.45992115637319314, + "TN": 3149610, + "TP": 2100, + "n_pred": 4256, + "n_ref": 2410 + }, + "11": { + "Dice": 0.40578529232022814, + "FN": 2884, + "FP": 33, + "IoU": 0.2545361615129057, + "TN": 3150263, + "TP": 996, + "n_pred": 1029, + "n_ref": 3880 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8559035601622352, + "FN": 1938, + "FP": 3178, + "IoU": 0.7481043820777942, + "TN": 3133866, + "TP": 15194, + "n_pred": 18372, + "n_ref": 17132 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.014826175869120654, + "FN": 3854, + "FP": 0, + "IoU": 0.007468452227659027, + "TN": 3150293, + "TP": 29, + "n_pred": 29, + "n_ref": 3883 + }, + "2": { + "Dice": 0.9038273807520113, + "FN": 155, + "FP": 2702, + "IoU": 0.8245301560004913, + "TN": 3137894, + "TP": 13425, + "n_pred": 16127, + "n_ref": 13580 + }, + "3": { + "Dice": 0.8635282929148835, + "FN": 2175, + "FP": 121, + "IoU": 0.7598326359832636, + "TN": 3144616, + "TP": 7264, + "n_pred": 7385, + "n_ref": 9439 + }, + "4": { + "Dice": 0.857751311274993, + "FN": 1479, + "FP": 2128, + "IoU": 0.7509321916862312, + "TN": 3139694, + "TP": 10875, + "n_pred": 13003, + "n_ref": 12354 + }, + "5": { + "Dice": 0.8174024860694384, + "FN": 882, + "FP": 2526, + "IoU": 0.6911924610366075, + "TN": 3143140, + "TP": 7628, + "n_pred": 10154, + "n_ref": 8510 + }, + "6": { + "Dice": 0.7698280393904211, + "FN": 7804, + "FP": 74073, + "IoU": 0.62578896612873, + "TN": 2935377, + "TP": 136922, + "n_pred": 210995, + "n_ref": 144726 + }, + "7": { + "Dice": 0.6326258714175058, + "FN": 635, + "FP": 11222, + "IoU": 0.4626574820991571, + "TN": 3132110, + "TP": 10209, + "n_pred": 21431, + "n_ref": 10844 + }, + "8": { + "Dice": 0.91565824366751, + "FN": 4908, + "FP": 626, + "IoU": 0.8444369483330523, + "TN": 3118602, + "TP": 30040, + "n_pred": 30666, + "n_ref": 34948 + }, + "9": { + "Dice": 0.8521534358508767, + "FN": 4182, + "FP": 6240, + "IoU": 0.7423931581679314, + "TN": 3113719, + "TP": 30035, + "n_pred": 36275, + "n_ref": 34217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5738067368968657, + "FN": 7165, + "FP": 5943, + "IoU": 0.40233448841874886, + "TN": 2606548, + "TP": 8824, + "n_pred": 14767, + "n_ref": 15989 + }, + "11": { + "Dice": 0.0, + "FN": 236, + "FP": 0, + "IoU": 0.0, + "TN": 2628244, + "TP": 0, + "n_pred": 0, + "n_ref": 236 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.671540608799681, + "FN": 15548, + "FP": 6691, + "IoU": 0.5055033019811888, + "TN": 2583507, + "TP": 22734, + "n_pred": 29425, + "n_ref": 38282 + }, + "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": 0.4337863042899014, + "FN": 2119, + "FP": 6, + "IoU": 0.27696495406600885, + "TN": 2625541, + "TP": 814, + "n_pred": 820, + "n_ref": 2933 + }, + "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": 7783, + "IoU": 0.0, + "TN": 2620697, + "TP": 0, + "n_pred": 7783, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9683087619332829, + "FN": 8298, + "FP": 7364, + "IoU": 0.9385644912016443, + "TN": 2373546, + "TP": 239272, + "n_pred": 246636, + "n_ref": 247570 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 205, + "IoU": 0.0, + "TN": 2628275, + "TP": 0, + "n_pred": 205, + "n_ref": 0 + }, + "8": { + "Dice": 0.9331373125551309, + "FN": 1066, + "FP": 1208, + "IoU": 0.8746554955352221, + "TN": 2610338, + "TP": 15868, + "n_pred": 17076, + "n_ref": 16934 + }, + "9": { + "Dice": 0.8743323257836114, + "FN": 827, + "FP": 2208, + "IoU": 0.7767233134701684, + "TN": 2614887, + "TP": 10558, + "n_pred": 12766, + "n_ref": 11385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9516614994978385, + "FN": 80, + "FP": 1027, + "IoU": 0.9077807397534156, + "TN": 2791708, + "TP": 10897, + "n_pred": 11924, + "n_ref": 10977 + }, + "10": { + "Dice": 0.6260869565217392, + "FN": 416, + "FP": 14, + "IoU": 0.45569620253164556, + "TN": 2802922, + "TP": 360, + "n_pred": 374, + "n_ref": 776 + }, + "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": 0.7392929703372613, + "FN": 5148, + "FP": 1268, + "IoU": 0.5864113968929285, + "TN": 2788199, + "TP": 9097, + "n_pred": 10365, + "n_ref": 14245 + }, + "14": { + "Dice": 0.8771112070205725, + "FN": 1752, + "FP": 6790, + "IoU": 0.7811202787885, + "TN": 2764686, + "TP": 30484, + "n_pred": 37274, + "n_ref": 32236 + }, + "15": { + "Dice": 0.5577175246393976, + "FN": 3403, + "FP": 17509, + "IoU": 0.38669091122386134, + "TN": 2769615, + "TP": 13185, + "n_pred": 30694, + "n_ref": 16588 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9456198347107438, + "FN": 406, + "FP": 252, + "IoU": 0.8968490358990437, + "TN": 2797333, + "TP": 5721, + "n_pred": 5973, + "n_ref": 6127 + }, + "4": { + "Dice": 0.8718513580103772, + "FN": 3362, + "FP": 1059, + "IoU": 0.7728160328879753, + "TN": 2784252, + "TP": 15039, + "n_pred": 16098, + "n_ref": 18401 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9676086267419609, + "FN": 1967, + "FP": 792, + "IoU": 0.9372498180494906, + "TN": 2759744, + "TP": 41209, + "n_pred": 42001, + "n_ref": 43176 + }, + "7": { + "Dice": 0.4591381872213967, + "FN": 1828, + "FP": 1084, + "IoU": 0.29797492767598843, + "TN": 2799564, + "TP": 1236, + "n_pred": 2320, + "n_ref": 3064 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9781604892050418, + "FN": 1798, + "FP": 1177, + "IoU": 0.9572545188080117, + "TN": 2909346, + "TP": 66623, + "n_pred": 67800, + "n_ref": 68421 + }, + "10": { + "Dice": 0.7552627413738525, + "FN": 10172, + "FP": 2198, + "IoU": 0.6067647900308357, + "TN": 2947487, + "TP": 19087, + "n_pred": 21285, + "n_ref": 29259 + }, + "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": 0.13641104711804453, + "FN": 16681, + "FP": 2362, + "IoU": 0.07319803377622038, + "TN": 2958397, + "TP": 1504, + "n_pred": 3866, + "n_ref": 18185 + }, + "14": { + "Dice": 0.3022428519793787, + "FN": 20363, + "FP": 16316, + "IoU": 0.17802478542455685, + "TN": 2934321, + "TP": 7944, + "n_pred": 24260, + "n_ref": 28307 + }, + "15": { + "Dice": 0.30366105243710934, + "FN": 20448, + "FP": 2167, + "IoU": 0.17900965657445728, + "TN": 2951398, + "TP": 4931, + "n_pred": 7098, + "n_ref": 25379 + }, + "2": { + "Dice": 0.16877368871500184, + "FN": 33993, + "FP": 0, + "IoU": 0.09216429868603782, + "TN": 2941500, + "TP": 3451, + "n_pred": 3451, + "n_ref": 37444 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 32521, + "IoU": 0.0, + "TN": 2946423, + "TP": 0, + "n_pred": 32521, + "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": 0.9839185076858408, + "FN": 5420, + "FP": 969, + "IoU": 0.9683460579967201, + "TN": 2777105, + "TP": 195450, + "n_pred": 196419, + "n_ref": 200870 + }, + "7": { + "Dice": 0.5452244718309859, + "FN": 533, + "FP": 7733, + "IoU": 0.3747825429241358, + "TN": 2965723, + "TP": 4955, + "n_pred": 12688, + "n_ref": 5488 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 547, + "IoU": 0.0, + "TN": 2978397, + "TP": 0, + "n_pred": 547, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9392570042334586, + "FN": 645, + "FP": 632, + "IoU": 0.8854708520179372, + "TN": 3143026, + "TP": 9873, + "n_pred": 10505, + "n_ref": 10518 + }, + "10": { + "Dice": 0.7867157427439522, + "FN": 5955, + "FP": 1636, + "IoU": 0.6484183224491686, + "TN": 3132585, + "TP": 14000, + "n_pred": 15636, + "n_ref": 19955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6400951814396193, + "FN": 1978, + "FP": 442, + "IoU": 0.47069116360454943, + "TN": 3149604, + "TP": 2152, + "n_pred": 2594, + "n_ref": 4130 + }, + "13": { + "Dice": 0.4752585965893207, + "FN": 665, + "FP": 1212, + "IoU": 0.3116978364503117, + "TN": 3151449, + "TP": 850, + "n_pred": 2062, + "n_ref": 1515 + }, + "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": 0.9061624649859944, + "FN": 596, + "FP": 74, + "IoU": 0.8284250960307298, + "TN": 3150271, + "TP": 3235, + "n_pred": 3309, + "n_ref": 3831 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 3154077, + "TP": 0, + "n_pred": 99, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9679084318112195, + "FN": 1867, + "FP": 1590, + "IoU": 0.9378125562151466, + "TN": 3098586, + "TP": 52133, + "n_pred": 53723, + "n_ref": 54000 + }, + "7": { + "Dice": 0.962061089624509, + "FN": 3540, + "FP": 2689, + "IoU": 0.9268956775851749, + "TN": 3068969, + "TP": 78978, + "n_pred": 81667, + "n_ref": 82518 + }, + "8": { + "Dice": 0.9173908891223379, + "FN": 1260, + "FP": 470, + "IoU": 0.8473888496824277, + "TN": 3142840, + "TP": 9606, + "n_pred": 10076, + "n_ref": 10866 + }, + "9": { + "Dice": 0.943888017376614, + "FN": 529, + "FP": 866, + "IoU": 0.8937385740402194, + "TN": 3141048, + "TP": 11733, + "n_pred": 12599, + "n_ref": 12262 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.38920388549992685, + "FN": 66691, + "FP": 4300, + "IoU": 0.24162206625431315, + "TN": 2885335, + "TP": 22618, + "n_pred": 26918, + "n_ref": 89309 + }, + "10": { + "Dice": 0.0824244966442953, + "FN": 68, + "FP": 8682, + "IoU": 0.04298370337963469, + "TN": 2969801, + "TP": 393, + "n_pred": 9075, + "n_ref": 461 + }, + "11": { + "Dice": 0.013329630658150514, + "FN": 3553, + "FP": 0, + "IoU": 0.006709533128319821, + "TN": 2975367, + "TP": 24, + "n_pred": 24, + "n_ref": 3577 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.07502900605904345, + "FN": 7, + "FP": 14343, + "IoU": 0.03897669434770962, + "TN": 2964012, + "TP": 582, + "n_pred": 14925, + "n_ref": 589 + }, + "14": { + "Dice": 0.0, + "FN": 6, + "FP": 16214, + "IoU": 0.0, + "TN": 2962724, + "TP": 0, + "n_pred": 16214, + "n_ref": 6 + }, + "15": { + "Dice": 0.009530292716133424, + "FN": 9, + "FP": 1446, + "IoU": 0.0047879616963064295, + "TN": 2977482, + "TP": 7, + "n_pred": 1453, + "n_ref": 16 + }, + "2": { + "Dice": 0.9336613942589338, + "FN": 1863, + "FP": 968, + "IoU": 0.8755768470091856, + "TN": 2956191, + "TP": 19922, + "n_pred": 20890, + "n_ref": 21785 + }, + "3": { + "Dice": 0.6483704974271012, + "FN": 95, + "FP": 3800, + "IoU": 0.4796954314720812, + "TN": 2971458, + "TP": 3591, + "n_pred": 7391, + "n_ref": 3686 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4337, + "IoU": 0.0, + "TN": 2974607, + "TP": 0, + "n_pred": 4337, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4070427942142899, + "FN": 2075, + "FP": 180187, + "IoU": 0.2555265092721183, + "TN": 2734124, + "TP": 62558, + "n_pred": 242745, + "n_ref": 64633 + }, + "7": { + "Dice": 0.446882247522665, + "FN": 49039, + "FP": 34911, + "IoU": 0.2877323672399311, + "TN": 2861081, + "TP": 33913, + "n_pred": 68824, + "n_ref": 82952 + }, + "8": { + "Dice": 0.7866108786610879, + "FN": 8, + "FP": 43, + "IoU": 0.6482758620689655, + "TN": 2978799, + "TP": 94, + "n_pred": 137, + "n_ref": 102 + }, + "9": { + "Dice": 0.7959503434976497, + "FN": 559, + "FP": 6213, + "IoU": 0.6610610610610611, + "TN": 2958964, + "TP": 13208, + "n_pred": 19421, + "n_ref": 13767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9714777398897352, + "FN": 1842, + "FP": 843, + "IoU": 0.9445373985251286, + "TN": 3280997, + "TP": 45726, + "n_pred": 46569, + "n_ref": 47568 + }, + "10": { + "Dice": 0.85373333810666, + "FN": 7222, + "FP": 5035, + "IoU": 0.7447947030898643, + "TN": 3281380, + "TP": 35771, + "n_pred": 40806, + "n_ref": 42993 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 3329402, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "13": { + "Dice": 0.7902950310559006, + "FN": 765, + "FP": 4637, + "IoU": 0.6532956806366729, + "TN": 3313827, + "TP": 10179, + "n_pred": 14816, + "n_ref": 10944 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.011916583912611719, + "FN": 245, + "FP": 750, + "IoU": 0.005994005994005994, + "TN": 3328407, + "TP": 6, + "n_pred": 756, + "n_ref": 251 + }, + "2": { + "Dice": 0.011920418613761648, + "FN": 40, + "FP": 35271, + "IoU": 0.005995946402432158, + "TN": 3293884, + "TP": 213, + "n_pred": 35484, + "n_ref": 253 + }, + "3": { + "Dice": 0.6302760287077042, + "FN": 40639, + "FP": 522, + "IoU": 0.46014820643976656, + "TN": 3253163, + "TP": 35084, + "n_pred": 35606, + "n_ref": 75723 + }, + "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": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 3329393, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "7": { + "Dice": 0.9586073000258866, + "FN": 907, + "FP": 2291, + "IoU": 0.9205051082552388, + "TN": 3289179, + "TP": 37031, + "n_pred": 39322, + "n_ref": 37938 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 686, + "IoU": 0.0, + "TN": 3328722, + "TP": 0, + "n_pred": 686, + "n_ref": 0 + }, + "9": { + "Dice": 0.9392740020355083, + "FN": 468, + "FP": 1143, + "IoU": 0.885501066098081, + "TN": 3315338, + "TP": 12459, + "n_pred": 13602, + "n_ref": 12927 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 2628408, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "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": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 2628476, + "TP": 0, + "n_pred": 4, + "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": 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": 0.7856847521477466, + "FN": 3682, + "FP": 983, + "IoU": 0.6470187651331719, + "TN": 2615264, + "TP": 8551, + "n_pred": 9534, + "n_ref": 12233 + }, + "6": { + "Dice": 0.7030871181509617, + "FN": 1338, + "FP": 499, + "IoU": 0.542123629112662, + "TN": 2624468, + "TP": 2175, + "n_pred": 2674, + "n_ref": 3513 + }, + "7": { + "Dice": 0.7344336084021005, + "FN": 728, + "FP": 688, + "IoU": 0.5803200948429165, + "TN": 2625106, + "TP": 1958, + "n_pred": 2646, + "n_ref": 2686 + }, + "8": { + "Dice": 0.9494593232820433, + "FN": 425, + "FP": 2183, + "IoU": 0.9037815901125253, + "TN": 2601375, + "TP": 24497, + "n_pred": 26680, + "n_ref": 24922 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 2628468, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9133574007220217, + "FN": 449, + "FP": 463, + "IoU": 0.840531561461794, + "TN": 2797993, + "TP": 4807, + "n_pred": 5270, + "n_ref": 5256 + }, + "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": 204, + "IoU": 0.0, + "TN": 2803508, + "TP": 0, + "n_pred": 204, + "n_ref": 0 + }, + "13": { + "Dice": 0.45360691702155115, + "FN": 16586, + "FP": 350, + "IoU": 0.293332220645915, + "TN": 2779746, + "TP": 7030, + "n_pred": 7380, + "n_ref": 23616 + }, + "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": 0.9276420272491711, + "FN": 559, + "FP": 2038, + "IoU": 0.8650488463936812, + "TN": 2784468, + "TP": 16647, + "n_pred": 18685, + "n_ref": 17206 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 2803676, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "4": { + "Dice": 0.24203821656050956, + "FN": 1309, + "FP": 0, + "IoU": 0.13768115942028986, + "TN": 2802194, + "TP": 209, + "n_pred": 209, + "n_ref": 1518 + }, + "5": { + "Dice": 0.8005653499962806, + "FN": 1677, + "FP": 1004, + "IoU": 0.6674522451004713, + "TN": 2795650, + "TP": 5381, + "n_pred": 6385, + "n_ref": 7058 + }, + "6": { + "Dice": 0.9796713230207589, + "FN": 5052, + "FP": 5439, + "IoU": 0.9601526891522334, + "TN": 2540432, + "TP": 252789, + "n_pred": 258228, + "n_ref": 257841 + }, + "7": { + "Dice": 0.2183779618570603, + "FN": 911, + "FP": 19376, + "IoU": 0.12257255309026426, + "TN": 2780591, + "TP": 2834, + "n_pred": 22210, + "n_ref": 3745 + }, + "8": { + "Dice": 0.9524306461431429, + "FN": 917, + "FP": 2365, + "IoU": 0.9091814710277271, + "TN": 2767574, + "TP": 32856, + "n_pred": 35221, + "n_ref": 33773 + }, + "9": { + "Dice": 0.8719020077848394, + "FN": 1206, + "FP": 4619, + "IoU": 0.7728956294592382, + "TN": 2778063, + "TP": 19824, + "n_pred": 24443, + "n_ref": 21030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 71, + "IoU": 0.0, + "TN": 3154105, + "TP": 0, + "n_pred": 71, + "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": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 3154166, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "14": { + "Dice": 0.018683696627434423, + "FN": 280, + "FP": 18313, + "IoU": 0.009429941395844433, + "TN": 3135406, + "TP": 177, + "n_pred": 18490, + "n_ref": 457 + }, + "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": 0.0, + "FN": 0, + "FP": 7867, + "IoU": 0.0, + "TN": 3146309, + "TP": 0, + "n_pred": 7867, + "n_ref": 0 + }, + "5": { + "Dice": 0.9009266516066572, + "FN": 1716, + "FP": 433, + "IoU": 0.8197147651006711, + "TN": 3142256, + "TP": 9771, + "n_pred": 10204, + "n_ref": 11487 + }, + "6": { + "Dice": 0.7427188517065844, + "FN": 1584, + "FP": 16914, + "IoU": 0.5907341032789062, + "TN": 3108978, + "TP": 26700, + "n_pred": 43614, + "n_ref": 28284 + }, + "7": { + "Dice": 0.6136400564416129, + "FN": 10995, + "FP": 34184, + "IoU": 0.44262679349100015, + "TN": 3073119, + "TP": 35878, + "n_pred": 70062, + "n_ref": 46873 + }, + "8": { + "Dice": 0.9729797909017014, + "FN": 1293, + "FP": 635, + "IoU": 0.9473813487623154, + "TN": 3117535, + "TP": 34713, + "n_pred": 35348, + "n_ref": 36006 + }, + "9": { + "Dice": 0.9170924083535, + "FN": 426, + "FP": 499, + "IoU": 0.8468796556861447, + "TN": 3148135, + "TP": 5116, + "n_pred": 5615, + "n_ref": 5542 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 643, + "FP": 37, + "IoU": 0.0, + "TN": 2803032, + "TP": 0, + "n_pred": 37, + "n_ref": 643 + }, + "11": { + "Dice": 0.5741206030150754, + "FN": 646, + "FP": 32, + "IoU": 0.4026431718061674, + "TN": 2802577, + "TP": 457, + "n_pred": 489, + "n_ref": 1103 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3234920634920635, + "FN": 1201, + "FP": 3061, + "IoU": 0.1929558795682636, + "TN": 2798431, + "TP": 1019, + "n_pred": 4080, + "n_ref": 2220 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 11488, + "IoU": 0.0, + "TN": 2792224, + "TP": 0, + "n_pred": 11488, + "n_ref": 0 + }, + "15": { + "Dice": 0.8801743315022472, + "FN": 12230, + "FP": 967, + "IoU": 0.7859922809976324, + "TN": 2742046, + "TP": 48469, + "n_pred": 49436, + "n_ref": 60699 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4558139534883721, + "FN": 668, + "FP": 34, + "IoU": 0.29518072289156627, + "TN": 2802716, + "TP": 294, + "n_pred": 328, + "n_ref": 962 + }, + "5": { + "Dice": 0.0, + "FN": 708, + "FP": 0, + "IoU": 0.0, + "TN": 2803004, + "TP": 0, + "n_pred": 0, + "n_ref": 708 + }, + "6": { + "Dice": 0.9514171059086963, + "FN": 2408, + "FP": 5316, + "IoU": 0.9073360926159199, + "TN": 2720357, + "TP": 75631, + "n_pred": 80947, + "n_ref": 78039 + }, + "7": { + "Dice": 0.011042944785276074, + "FN": 1612, + "FP": 0, + "IoU": 0.005552128315854411, + "TN": 2802091, + "TP": 9, + "n_pred": 9, + "n_ref": 1621 + }, + "8": { + "Dice": 0.9286880783886772, + "FN": 507, + "FP": 541, + "IoU": 0.866869918699187, + "TN": 2795840, + "TP": 6824, + "n_pred": 7365, + "n_ref": 7331 + }, + "9": { + "Dice": 0.8777314999714726, + "FN": 2752, + "FP": 3677, + "IoU": 0.7821047280122013, + "TN": 2774207, + "TP": 23076, + "n_pred": 26753, + "n_ref": 25828 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0404.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 0.0, + "FN": 0, + "FP": 4658, + "IoU": 0.0, + "TN": 2974286, + "TP": 0, + "n_pred": 4658, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 2978879, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 32287, + "IoU": 0.0, + "TN": 2946657, + "TP": 0, + "n_pred": 32287, + "n_ref": 0 + }, + "3": { + "Dice": 0.5871422992743818, + "FN": 45455, + "FP": 6, + "IoU": 0.4155707251854423, + "TN": 2901157, + "TP": 32326, + "n_pred": 32332, + "n_ref": 77781 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.5375814733541193, + "FN": 2613.262222222222, + "FP": 2904.404444444444, + "IoU": 0.46199471465530423, + "TN": 3019856.3666666667, + "TP": 11980.633333333333, + "n_pred": 14885.03777777778, + "n_ref": 14593.895555555557 + }, + "mean": { + "1": { + "Dice": 0.5301178183549451, + "FN": 6138.6, + "FP": 1250.3, + "IoU": 0.47391770434686337, + "TN": 3017291.533333333, + "TP": 12674.233333333334, + "n_pred": 13924.533333333333, + "n_ref": 18812.833333333332 + }, + "10": { + "Dice": 0.5564241982927303, + "FN": 2243.3, + "FP": 2061.5666666666666, + "IoU": 0.44483479659091896, + "TN": 3028865.433333333, + "TP": 4184.366666666667, + "n_pred": 6245.933333333333, + "n_ref": 6427.666666666667 + }, + "11": { + "Dice": 0.36318241898932824, + "FN": 207.46666666666667, + "FP": 128.6, + "IoU": 0.2614852395640506, + "TN": 3036812.3666666667, + "TP": 206.23333333333332, + "n_pred": 334.8333333333333, + "n_ref": 413.7 + }, + "12": { + "Dice": 0.22517417253081115, + "FN": 258.5, + "FP": 180.7, + "IoU": 0.14828574339053213, + "TN": 3036785.9, + "TP": 129.56666666666666, + "n_pred": 310.26666666666665, + "n_ref": 388.06666666666666 + }, + "13": { + "Dice": 0.4952800490831276, + "FN": 2337.5, + "FP": 2348.733333333333, + "IoU": 0.3773398052162765, + "TN": 3028302.533333333, + "TP": 4365.9, + "n_pred": 6714.633333333333, + "n_ref": 6703.4 + }, + "14": { + "Dice": 0.5297098590550634, + "FN": 3715.0, + "FP": 3231.8, + "IoU": 0.46168200608848814, + "TN": 3021739.433333333, + "TP": 8668.433333333332, + "n_pred": 11900.233333333334, + "n_ref": 12383.433333333332 + }, + "15": { + "Dice": 0.37810311405924596, + "FN": 1166.9, + "FP": 1878.6, + "IoU": 0.3160177420603827, + "TN": 3029521.066666667, + "TP": 4788.1, + "n_pred": 6666.7, + "n_ref": 5955.0 + }, + "2": { + "Dice": 0.5741488080417363, + "FN": 559.6666666666666, + "FP": 2648.5333333333333, + "IoU": 0.5294945463581816, + "TN": 3025346.7333333334, + "TP": 8799.733333333334, + "n_pred": 11448.266666666666, + "n_ref": 9359.4 + }, + "3": { + "Dice": 0.6048050189107625, + "FN": 8189.866666666667, + "FP": 688.3666666666667, + "IoU": 0.5521858432768926, + "TN": 3015384.2333333334, + "TP": 13092.2, + "n_pred": 13780.566666666668, + "n_ref": 21282.066666666666 + }, + "4": { + "Dice": 0.5782461046481024, + "FN": 489.56666666666666, + "FP": 691.0, + "IoU": 0.5066497333756063, + "TN": 3032907.1333333333, + "TP": 3266.9666666666667, + "n_pred": 3957.9666666666667, + "n_ref": 3756.5333333333333 + }, + "5": { + "Dice": 0.41956983260118774, + "FN": 194.93333333333334, + "FP": 130.2, + "IoU": 0.3339198696622111, + "TN": 3036463.8333333335, + "TP": 565.7, + "n_pred": 695.9, + "n_ref": 760.6333333333333 + }, + "6": { + "Dice": 0.7940727549694481, + "FN": 9229.366666666667, + "FP": 16877.166666666668, + "IoU": 0.7342416947978173, + "TN": 2920956.1333333333, + "TP": 90292.0, + "n_pred": 107169.16666666667, + "n_ref": 99521.36666666667 + }, + "7": { + "Dice": 0.5161837908267101, + "FN": 2951.733333333333, + "FP": 9412.5, + "IoU": 0.4504032377873936, + "TN": 3009237.1, + "TP": 15753.333333333334, + "n_pred": 25165.833333333332, + "n_ref": 18705.066666666666 + }, + "8": { + "Dice": 0.8718692165925074, + "FN": 627.5333333333333, + "FP": 579.5333333333333, + "IoU": 0.8091451317107348, + "TN": 3028544.1, + "TP": 7603.5, + "n_pred": 8183.033333333334, + "n_ref": 8231.033333333333 + }, + "9": { + "Dice": 0.6268349433560828, + "FN": 889.0, + "FP": 1458.4666666666667, + "IoU": 0.5303176256032136, + "TN": 3029687.966666667, + "TP": 5319.233333333334, + "n_pred": 6777.7, + "n_ref": 6208.233333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9636549346725114, + "FN": 1598, + "FP": 1818, + "IoU": 0.929859143361669, + "TN": 2930242, + "TP": 45286, + "n_pred": 47104, + "n_ref": 46884 + }, + "10": { + "Dice": 0.23074444086368032, + "FN": 1141, + "FP": 10794, + "IoU": 0.13041894353369762, + "TN": 2965219, + "TP": 1790, + "n_pred": 12584, + "n_ref": 2931 + }, + "11": { + "Dice": 0.6807817589576547, + "FN": 140, + "FP": 252, + "IoU": 0.5160493827160494, + "TN": 2978134, + "TP": 418, + "n_pred": 670, + "n_ref": 558 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4409054163298302, + "FN": 1469, + "FP": 5447, + "IoU": 0.282795810432438, + "TN": 2969301, + "TP": 2727, + "n_pred": 8174, + "n_ref": 4196 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 2978920, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9293348673569773, + "FN": 2526, + "FP": 5950, + "IoU": 0.8679976950989706, + "TN": 2914733, + "TP": 55735, + "n_pred": 61685, + "n_ref": 58261 + }, + "3": { + "Dice": 0.3687600644122383, + "FN": 14, + "FP": 770, + "IoU": 0.22606120434353405, + "TN": 2977931, + "TP": 229, + "n_pred": 999, + "n_ref": 243 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4, + "FN": 31, + "FP": 2, + "IoU": 0.25, + "TN": 2978900, + "TP": 11, + "n_pred": 13, + "n_ref": 42 + }, + "6": { + "Dice": 0.9714963495583371, + "FN": 11434, + "FP": 4042, + "IoU": 0.9445725828402791, + "TN": 2699732, + "TP": 263736, + "n_pred": 267778, + "n_ref": 275170 + }, + "7": { + "Dice": 0.9547950556861821, + "FN": 3604, + "FP": 2529, + "IoU": 0.9135003243914135, + "TN": 2908042, + "TP": 64769, + "n_pred": 67298, + "n_ref": 68373 + }, + "8": { + "Dice": 0.952731941604451, + "FN": 1703, + "FP": 285, + "IoU": 0.9097307360486764, + "TN": 2956921, + "TP": 20035, + "n_pred": 20320, + "n_ref": 21738 + }, + "9": { + "Dice": 0.8531878077998136, + "FN": 531, + "FP": 3881, + "IoU": 0.7439647168059424, + "TN": 2961712, + "TP": 12820, + "n_pred": 16701, + "n_ref": 13351 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.4480693784844105, + "FN": 865, + "FP": 1808, + "IoU": 0.2887174028738691, + "TN": 3150418, + "TP": 1085, + "n_pred": 2893, + "n_ref": 1950 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 116, + "IoU": 0.0, + "TN": 3154060, + "TP": 0, + "n_pred": 116, + "n_ref": 0 + }, + "13": { + "Dice": 0.5063938618925832, + "FN": 193, + "FP": 0, + "IoU": 0.339041095890411, + "TN": 3153884, + "TP": 99, + "n_pred": 99, + "n_ref": 292 + }, + "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": 0.8791331963385017, + "FN": 3003, + "FP": 879, + "IoU": 0.7843333333333333, + "TN": 3136176, + "TP": 14118, + "n_pred": 14997, + "n_ref": 17121 + }, + "3": { + "Dice": 0.0, + "FN": 159625, + "FP": 0, + "IoU": 0.0, + "TN": 2994551, + "TP": 0, + "n_pred": 0, + "n_ref": 159625 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1957, + "IoU": 0.0, + "TN": 3152219, + "TP": 0, + "n_pred": 1957, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.39585546483746625, + "FN": 2326, + "FP": 156912, + "IoU": 0.2467704475253894, + "TN": 2942769, + "TP": 52169, + "n_pred": 209081, + "n_ref": 54495 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9051300070274069, + "FN": 358, + "FP": 182, + "IoU": 0.8267008985879333, + "TN": 3151060, + "TP": 2576, + "n_pred": 2758, + "n_ref": 2934 + }, + "9": { + "Dice": 0.4865771812080537, + "FN": 288, + "FP": 18, + "IoU": 0.3215077605321508, + "TN": 3153725, + "TP": 145, + "n_pred": 163, + "n_ref": 433 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 2803655, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 914, + "IoU": 0.0, + "TN": 2802798, + "TP": 0, + "n_pred": 914, + "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": 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": 0.07407407407407407, + "FN": 0, + "FP": 275, + "IoU": 0.038461538461538464, + "TN": 2803426, + "TP": 11, + "n_pred": 286, + "n_ref": 11 + }, + "3": { + "Dice": 0.8886679920477137, + "FN": 176, + "FP": 160, + "IoU": 0.7996422182468694, + "TN": 2802035, + "TP": 1341, + "n_pred": 1501, + "n_ref": 1517 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8483595970033583, + "FN": 311, + "FP": 276, + "IoU": 0.7366532077164648, + "TN": 2801483, + "TP": 1642, + "n_pred": 1918, + "n_ref": 1953 + }, + "6": { + "Dice": 0.9438809776833156, + "FN": 8333, + "FP": 4869, + "IoU": 0.893725951089144, + "TN": 2679486, + "TP": 111024, + "n_pred": 115893, + "n_ref": 119357 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 591, + "IoU": 0.0, + "TN": 2803121, + "TP": 0, + "n_pred": 591, + "n_ref": 0 + }, + "8": { + "Dice": 0.8668555240793201, + "FN": 178, + "FP": 433, + "IoU": 0.765, + "TN": 2801112, + "TP": 1989, + "n_pred": 2422, + "n_ref": 2167 + }, + "9": { + "Dice": 0.8311081928941417, + "FN": 4433, + "FP": 4827, + "IoU": 0.7110223442766197, + "TN": 2771668, + "TP": 22784, + "n_pred": 27611, + "n_ref": 27217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1281, + "IoU": 0.0, + "TN": 2977663, + "TP": 0, + "n_pred": 1281, + "n_ref": 0 + }, + "10": { + "Dice": 0.362962962962963, + "FN": 335, + "FP": 353, + "IoU": 0.22171945701357465, + "TN": 2978060, + "TP": 196, + "n_pred": 549, + "n_ref": 531 + }, + "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": 0.5387310817863267, + "FN": 5497, + "FP": 690, + "IoU": 0.3686734693877551, + "TN": 2969144, + "TP": 3613, + "n_pred": 4303, + "n_ref": 9110 + }, + "14": { + "Dice": 0.8164342254052016, + "FN": 5231, + "FP": 613, + "IoU": 0.6898089171974522, + "TN": 2960104, + "TP": 12996, + "n_pred": 13609, + "n_ref": 18227 + }, + "15": { + "Dice": 0.018172593515059267, + "FN": 2464, + "FP": 18823, + "IoU": 0.009169614596909327, + "TN": 2957460, + "TP": 197, + "n_pred": 19020, + "n_ref": 2661 + }, + "2": { + "Dice": 0.9485063505127121, + "FN": 2007, + "FP": 2623, + "IoU": 0.9020561854797766, + "TN": 2931672, + "TP": 42642, + "n_pred": 45265, + "n_ref": 44649 + }, + "3": { + "Dice": 0.9335977825284703, + "FN": 6378, + "FP": 1791, + "IoU": 0.8754649673760595, + "TN": 2913348, + "TP": 57427, + "n_pred": 59218, + "n_ref": 63805 + }, + "4": { + "Dice": 0.7998722588886523, + "FN": 1230, + "FP": 650, + "IoU": 0.6664892673407841, + "TN": 2973307, + "TP": 3757, + "n_pred": 4407, + "n_ref": 4987 + }, + "5": { + "Dice": 0.48807680396407555, + "FN": 1182, + "FP": 471, + "IoU": 0.322818517001229, + "TN": 2976503, + "TP": 788, + "n_pred": 1259, + "n_ref": 1970 + }, + "6": { + "Dice": 0.9257466137191971, + "FN": 9346, + "FP": 12494, + "IoU": 0.8617581527243265, + "TN": 2820960, + "TP": 136144, + "n_pred": 148638, + "n_ref": 145490 + }, + "7": { + "Dice": 0.0183206106870229, + "FN": 886, + "FP": 400, + "IoU": 0.009244992295839754, + "TN": 2977646, + "TP": 12, + "n_pred": 412, + "n_ref": 898 + }, + "8": { + "Dice": 0.9242397914856646, + "FN": 316, + "FP": 556, + "IoU": 0.859150379583266, + "TN": 2972753, + "TP": 5319, + "n_pred": 5875, + "n_ref": 5635 + }, + "9": { + "Dice": 0.7951488115982436, + "FN": 5088, + "FP": 790, + "IoU": 0.6599560337845656, + "TN": 2961658, + "TP": 11408, + "n_pred": 12198, + "n_ref": 16496 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.629461477449881, + "FN": 429, + "FP": 26667, + "IoU": 0.45928039751751115, + "TN": 2753601, + "TP": 23015, + "n_pred": 49682, + "n_ref": 23444 + }, + "10": { + "Dice": 0.48185250440473193, + "FN": 6329, + "FP": 3964, + "IoU": 0.31739505272232904, + "TN": 2788633, + "TP": 4786, + "n_pred": 8750, + "n_ref": 11115 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 2803688, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "12": { + "Dice": 0.32842990093065144, + "FN": 2164, + "FP": 73, + "IoU": 0.19647988505747127, + "TN": 2800928, + "TP": 547, + "n_pred": 620, + "n_ref": 2711 + }, + "13": { + "Dice": 0.5740797782227014, + "FN": 8555, + "FP": 2507, + "IoU": 0.40260301344710264, + "TN": 2785195, + "TP": 7455, + "n_pred": 9962, + "n_ref": 16010 + }, + "14": { + "Dice": 0.8891589214752537, + "FN": 2995, + "FP": 380, + "IoU": 0.8004375591296121, + "TN": 2786800, + "TP": 13537, + "n_pred": 13917, + "n_ref": 16532 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 576, + "IoU": 0.0, + "TN": 2803136, + "TP": 0, + "n_pred": 576, + "n_ref": 0 + }, + "2": { + "Dice": 0.9376571268950455, + "FN": 2974, + "FP": 4391, + "IoU": 0.8826313524884065, + "TN": 2740961, + "TP": 55386, + "n_pred": 59777, + "n_ref": 58360 + }, + "3": { + "Dice": 0.9509488801504531, + "FN": 3642, + "FP": 2096, + "IoU": 0.9064847862579247, + "TN": 2742353, + "TP": 55621, + "n_pred": 57717, + "n_ref": 59263 + }, + "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": 0.8509181450357921, + "FN": 737, + "FP": 221, + "IoU": 0.7405200433369448, + "TN": 2800020, + "TP": 2734, + "n_pred": 2955, + "n_ref": 3471 + }, + "7": { + "Dice": 0.9602525919788611, + "FN": 710, + "FP": 1065, + "IoU": 0.9235441075120606, + "TN": 2780496, + "TP": 21441, + "n_pred": 22506, + "n_ref": 22151 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8145896656534954, + "FN": 363, + "FP": 369, + "IoU": 0.6871794871794872, + "TN": 2801372, + "TP": 1608, + "n_pred": 1977, + "n_ref": 1971 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0042.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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 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": 0.877809454955508, + "FN": 527, + "FP": 26346, + "IoU": 0.7822285251215559, + "TN": 3206008, + "TP": 96527, + "n_pred": 122873, + "n_ref": 97054 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 425, + "IoU": 0.0, + "TN": 3328983, + "TP": 0, + "n_pred": 425, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.15819209039548024, + "FN": 823, + "FP": 71, + "IoU": 0.08588957055214724, + "TN": 3328430, + "TP": 84, + "n_pred": 155, + "n_ref": 907 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9663033721220965, + "FN": 6845, + "FP": 1376, + "IoU": 0.9348036416698389, + "TN": 2852848, + "TP": 117875, + "n_pred": 119251, + "n_ref": 124720 + }, + "10": { + "Dice": 0.7346897045291892, + "FN": 1831, + "FP": 3359, + "IoU": 0.5806399482870072, + "TN": 2966568, + "TP": 7186, + "n_pred": 10545, + "n_ref": 9017 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6417233560090703, + "FN": 461, + "FP": 171, + "IoU": 0.4724540901502504, + "TN": 2977746, + "TP": 566, + "n_pred": 737, + "n_ref": 1027 + }, + "13": { + "Dice": 0.7580658891631906, + "FN": 7187, + "FP": 4181, + "IoU": 0.6103913907738707, + "TN": 2949766, + "TP": 17810, + "n_pred": 21991, + "n_ref": 24997 + }, + "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": 8, + "IoU": 0.0, + "TN": 2978936, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9170346467391305, + "FN": 998, + "FP": 956, + "IoU": 0.8467811495334431, + "TN": 2966191, + "TP": 10799, + "n_pred": 11755, + "n_ref": 11797 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.966524333497564, + "FN": 2265, + "FP": 181, + "IoU": 0.9352173106973541, + "TN": 2941187, + "TP": 35311, + "n_pred": 35492, + "n_ref": 37576 + }, + "8": { + "Dice": 0.9386878894182942, + "FN": 463, + "FP": 708, + "IoU": 0.8844597927972373, + "TN": 2968809, + "TP": 8964, + "n_pred": 9672, + "n_ref": 9427 + }, + "9": { + "Dice": 0.9149543196025004, + "FN": 800, + "FP": 1853, + "IoU": 0.8432403687071615, + "TN": 2962020, + "TP": 14271, + "n_pred": 16124, + "n_ref": 15071 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8817872466341174, + "FN": 646, + "FP": 1751, + "IoU": 0.7885684043397724, + "TN": 3493303, + "TP": 8940, + "n_pred": 10691, + "n_ref": 9586 + }, + "11": { + "Dice": 0.758004158004158, + "FN": 647, + "FP": 517, + "IoU": 0.610311349179779, + "TN": 3501653, + "TP": 1823, + "n_pred": 2340, + "n_ref": 2470 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8264567327452654, + "FN": 928, + "FP": 4561, + "IoU": 0.7042405302009807, + "TN": 3486081, + "TP": 13070, + "n_pred": 17631, + "n_ref": 13998 + }, + "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": 0.9257259594338246, + "FN": 340, + "FP": 169, + "IoU": 0.8617223580548764, + "TN": 3500959, + "TP": 3172, + "n_pred": 3341, + "n_ref": 3512 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 3504630, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8225448081765664, + "FN": 3140, + "FP": 1652, + "IoU": 0.6985784375393131, + "TN": 3488742, + "TP": 11106, + "n_pred": 12758, + "n_ref": 14246 + }, + "6": { + "Dice": 0.8867806251812764, + "FN": 5590, + "FP": 6511, + "IoU": 0.7965910810038493, + "TN": 3445149, + "TP": 47390, + "n_pred": 53901, + "n_ref": 52980 + }, + "7": { + "Dice": 0.8165670219218438, + "FN": 2876, + "FP": 1358, + "IoU": 0.689998535656758, + "TN": 3490982, + "TP": 9424, + "n_pred": 10782, + "n_ref": 12300 + }, + "8": { + "Dice": 0.9398712899817501, + "FN": 3329, + "FP": 4183, + "IoU": 0.8865633777294555, + "TN": 3438418, + "TP": 58710, + "n_pred": 62893, + "n_ref": 62039 + }, + "9": { + "Dice": 0.8066595617478101, + "FN": 7242, + "FP": 7634, + "IoU": 0.6759676751835152, + "TN": 3458731, + "TP": 31033, + "n_pred": 38667, + "n_ref": 38275 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6503930492345883, + "FN": 521, + "FP": 324, + "IoU": 0.4819129368485592, + "TN": 2977313, + "TP": 786, + "n_pred": 1110, + "n_ref": 1307 + }, + "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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 225, + "IoU": 0.0, + "TN": 2978719, + "TP": 0, + "n_pred": 225, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.5064678303112466, + "FN": 43299, + "FP": 386, + "IoU": 0.33910741301059, + "TN": 2912844, + "TP": 22415, + "n_pred": 22801, + "n_ref": 65714 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 437, + "FP": 1, + "IoU": 0.0, + "TN": 3153738, + "TP": 0, + "n_pred": 1, + "n_ref": 437 + }, + "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": 0.0, + "FN": 0, + "FP": 604, + "IoU": 0.0, + "TN": 3153572, + "TP": 0, + "n_pred": 604, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 33437, + "IoU": 0.0, + "TN": 3120739, + "TP": 0, + "n_pred": 33437, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 16732, + "IoU": 0.0, + "TN": 3137444, + "TP": 0, + "n_pred": 16732, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 3154171, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "3": { + "Dice": 0.9559269031564546, + "FN": 198, + "FP": 253, + "IoU": 0.9155746911269188, + "TN": 3148834, + "TP": 4891, + "n_pred": 5144, + "n_ref": 5089 + }, + "4": { + "Dice": 0.9326117768328823, + "FN": 1410, + "FP": 1205, + "IoU": 0.8737324963785611, + "TN": 3133466, + "TP": 18095, + "n_pred": 19300, + "n_ref": 19505 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9873446319947694, + "FN": 1756, + "FP": 1941, + "IoU": 0.9750055776030504, + "TN": 3006263, + "TP": 144216, + "n_pred": 146157, + "n_ref": 145972 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 328, + "IoU": 0.0, + "TN": 3153848, + "TP": 0, + "n_pred": 328, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "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": 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": 0.8012259194395797, + "FN": 132, + "FP": 322, + "IoU": 0.6683710737764792, + "TN": 2802343, + "TP": 915, + "n_pred": 1237, + "n_ref": 1047 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 122, + "IoU": 0.0, + "TN": 2803590, + "TP": 0, + "n_pred": 122, + "n_ref": 0 + }, + "4": { + "Dice": 0.9205672444156084, + "FN": 197, + "FP": 1517, + "IoU": 0.8528250042933196, + "TN": 2792066, + "TP": 9932, + "n_pred": 11449, + "n_ref": 10129 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9691284730467823, + "FN": 2618, + "FP": 7262, + "IoU": 0.9401059663671965, + "TN": 2638754, + "TP": 155078, + "n_pred": 162340, + "n_ref": 157696 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1111, + "IoU": 0.0, + "TN": 2802601, + "TP": 0, + "n_pred": 1111, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9814101592115239, + "FN": 375, + "FP": 238, + "IoU": 0.9634988686435632, + "TN": 2962150, + "TP": 16181, + "n_pred": 16419, + "n_ref": 16556 + }, + "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": 0.4883720930232558, + "FN": 38, + "FP": 6, + "IoU": 0.3230769230769231, + "TN": 2978879, + "TP": 21, + "n_pred": 27, + "n_ref": 59 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8852193621499109, + "FN": 15, + "FP": 694, + "IoU": 0.7940749346500146, + "TN": 2975501, + "TP": 2734, + "n_pred": 3428, + "n_ref": 2749 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9739488747995455, + "FN": 2731, + "FP": 2175, + "IoU": 0.9492206098495042, + "TN": 2882330, + "TP": 91708, + "n_pred": 93883, + "n_ref": 94439 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 87, + "FP": 2, + "IoU": 0.0, + "TN": 2978855, + "TP": 0, + "n_pred": 2, + "n_ref": 87 + }, + "6": { + "Dice": 0.0039011703511053317, + "FN": 81, + "FP": 7579, + "IoU": 0.001954397394136808, + "TN": 2971269, + "TP": 15, + "n_pred": 7594, + "n_ref": 96 + }, + "7": { + "Dice": 0.17400022279157848, + "FN": 462, + "FP": 14368, + "IoU": 0.09529038555392874, + "TN": 2962552, + "TP": 1562, + "n_pred": 15930, + "n_ref": 2024 + }, + "8": { + "Dice": 0.9321904178784632, + "FN": 312, + "FP": 131, + "IoU": 0.872993119266055, + "TN": 2975456, + "TP": 3045, + "n_pred": 3176, + "n_ref": 3357 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6018957345971564, + "FN": 336, + "FP": 0, + "IoU": 0.43050847457627117, + "TN": 3328818, + "TP": 254, + "n_pred": 254, + "n_ref": 590 + }, + "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": 0.5981951464789478, + "FN": 12600, + "FP": 2583, + "IoU": 0.42673211251651877, + "TN": 3302923, + "TP": 11302, + "n_pred": 13885, + "n_ref": 23902 + }, + "14": { + "Dice": 0.2447111437206296, + "FN": 12414, + "FP": 30821, + "IoU": 0.13941360297776628, + "TN": 3279169, + "TP": 7004, + "n_pred": 37825, + "n_ref": 19418 + }, + "15": { + "Dice": 0.8614397255412279, + "FN": 2337, + "FP": 7033, + "IoU": 0.7566044107333039, + "TN": 3290911, + "TP": 29127, + "n_pred": 36160, + "n_ref": 31464 + }, + "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": 0.026115342763873776, + "FN": 19, + "FP": 876, + "IoU": 0.013230429988974642, + "TN": 3328501, + "TP": 12, + "n_pred": 888, + "n_ref": 31 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9732851857438182, + "FN": 893, + "FP": 2118, + "IoU": 0.9479605945385413, + "TN": 3271548, + "TP": 54849, + "n_pred": 56967, + "n_ref": 55742 + }, + "7": { + "Dice": 0.8110029142085436, + "FN": 129, + "FP": 5189, + "IoU": 0.6820899091343855, + "TN": 3312680, + "TP": 11410, + "n_pred": 16599, + "n_ref": 11539 + }, + "8": { + "Dice": 0.9320168591945052, + "FN": 61, + "FP": 1681, + "IoU": 0.8726887378498868, + "TN": 3315725, + "TP": 11941, + "n_pred": 13622, + "n_ref": 12002 + }, + "9": { + "Dice": 0.7848964209414532, + "FN": 50, + "FP": 8911, + "IoU": 0.6459502173054129, + "TN": 3304098, + "TP": 16349, + "n_pred": 25260, + "n_ref": 16399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 2803648, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.3182374541003672, + "FN": 1615, + "FP": 56, + "IoU": 0.18922852983988356, + "TN": 2801651, + "TP": 390, + "n_pred": 446, + "n_ref": 2005 + }, + "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": 416, + "IoU": 0.0, + "TN": 2803296, + "TP": 0, + "n_pred": 416, + "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": 0.9640592292778631, + "FN": 2244, + "FP": 2409, + "IoU": 0.9306123057651585, + "TN": 2736654, + "TP": 62405, + "n_pred": 64814, + "n_ref": 64649 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 294, + "IoU": 0.0, + "TN": 2803418, + "TP": 0, + "n_pred": 294, + "n_ref": 0 + }, + "6": { + "Dice": 0.9706702990091615, + "FN": 2191, + "FP": 1814, + "IoU": 0.9430120379065995, + "TN": 2733434, + "TP": 66273, + "n_pred": 68087, + "n_ref": 68464 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8556804272838544, + "FN": 1296, + "FP": 1, + "IoU": 0.7477635161415791, + "TN": 2798570, + "TP": 3845, + "n_pred": 3846, + "n_ref": 5141 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 2803709, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8496202531645569, + "FN": 1049, + "FP": 139, + "IoU": 0.738556338028169, + "TN": 3149632, + "TP": 3356, + "n_pred": 3495, + "n_ref": 4405 + }, + "10": { + "Dice": 0.5510037127934051, + "FN": 3366, + "FP": 3769, + "IoU": 0.3802657865022149, + "TN": 3142663, + "TP": 4378, + "n_pred": 8147, + "n_ref": 7744 + }, + "11": { + "Dice": 0.6708986312239635, + "FN": 910, + "FP": 749, + "IoU": 0.5047761194029851, + "TN": 3150826, + "TP": 1691, + "n_pred": 2440, + "n_ref": 2601 + }, + "12": { + "Dice": 0.14910025706940874, + "FN": 3234, + "FP": 407, + "IoU": 0.08055555555555556, + "TN": 3150216, + "TP": 319, + "n_pred": 726, + "n_ref": 3553 + }, + "13": { + "Dice": 0.46338285118582223, + "FN": 2349, + "FP": 16182, + "IoU": 0.30156037991858886, + "TN": 3127644, + "TP": 8001, + "n_pred": 24183, + "n_ref": 10350 + }, + "14": { + "Dice": 0.9585928664269678, + "FN": 2075, + "FP": 2831, + "IoU": 0.9204784906149707, + "TN": 3092482, + "TP": 56788, + "n_pred": 59619, + "n_ref": 58863 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.12808626423460648, + "FN": 170, + "FP": 17134, + "IoU": 0.06842530282637954, + "TN": 3135601, + "TP": 1271, + "n_pred": 18405, + "n_ref": 1441 + }, + "3": { + "Dice": 0.00022737608003638017, + "FN": 17586, + "FP": 2, + "IoU": 0.00011370096645821489, + "TN": 3136586, + "TP": 2, + "n_pred": 4, + "n_ref": 17588 + }, + "4": { + "Dice": 0.8050909575531419, + "FN": 234, + "FP": 5616, + "IoU": 0.6737675663618112, + "TN": 3136244, + "TP": 12082, + "n_pred": 17698, + "n_ref": 12316 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9581675765487776, + "FN": 5044, + "FP": 3768, + "IoU": 0.9196945257037665, + "TN": 3044445, + "TP": 100919, + "n_pred": 104687, + "n_ref": 105963 + }, + "7": { + "Dice": 0.0, + "FN": 3267, + "FP": 19, + "IoU": 0.0, + "TN": 3150890, + "TP": 0, + "n_pred": 19, + "n_ref": 3267 + }, + "8": { + "Dice": 0.8811719312013603, + "FN": 43, + "FP": 1774, + "IoU": 0.7875847556698621, + "TN": 3145622, + "TP": 6737, + "n_pred": 8511, + "n_ref": 6780 + }, + "9": { + "Dice": 0.8132789485610695, + "FN": 771, + "FP": 877, + "IoU": 0.6853160206224937, + "TN": 3148939, + "TP": 3589, + "n_pred": 4466, + "n_ref": 4360 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1833135550784385, + "FN": 118834, + "FP": 225, + "IoU": 0.1009054455109084, + "TN": 2320827, + "TP": 13362, + "n_pred": 13587, + "n_ref": 132196 + }, + "10": { + "Dice": 0.9183673469387755, + "FN": 79, + "FP": 137, + "IoU": 0.8490566037735849, + "TN": 2451817, + "TP": 1215, + "n_pred": 1352, + "n_ref": 1294 + }, + "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": 0.878902421951561, + "FN": 615, + "FP": 250, + "IoU": 0.7839660339660339, + "TN": 2449244, + "TP": 3139, + "n_pred": 3389, + "n_ref": 3754 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9563159577870163, + "FN": 482, + "FP": 201, + "IoU": 0.9162887608775585, + "TN": 2445089, + "TP": 7476, + "n_pred": 7677, + "n_ref": 7958 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4047455670025034, + "FN": 4779, + "FP": 121006, + "IoU": 0.25371850322458156, + "TN": 2284699, + "TP": 42764, + "n_pred": 163770, + "n_ref": 47543 + }, + "7": { + "Dice": 0.8967674661105318, + "FN": 1339, + "FP": 6185, + "IoU": 0.8128544423440454, + "TN": 2413044, + "TP": 32680, + "n_pred": 38865, + "n_ref": 34019 + }, + "8": { + "Dice": 0.9829741379310345, + "FN": 462, + "FP": 170, + "IoU": 0.9665183301546938, + "TN": 2434372, + "TP": 18244, + "n_pred": 18414, + "n_ref": 18706 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 127, + "IoU": 0.0, + "TN": 2453121, + "TP": 0, + "n_pred": 127, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9226114649681528, + "FN": 906, + "FP": 66, + "IoU": 0.8563405261602128, + "TN": 2796946, + "TP": 5794, + "n_pred": 5860, + "n_ref": 6700 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 0.9912379359881625, + "FN": 385, + "FP": 2256, + "IoU": 0.9826280858005486, + "TN": 2651685, + "TP": 149386, + "n_pred": 151642, + "n_ref": 149771 + }, + "7": { + "Dice": 0.9716446606144717, + "FN": 1020, + "FP": 1207, + "IoU": 0.9448530322165267, + "TN": 2763329, + "TP": 38156, + "n_pred": 39363, + "n_ref": 39176 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8525055541841521, + "FN": 1361, + "FP": 8199, + "IoU": 0.7429278261804884, + "TN": 2766524, + "TP": 27628, + "n_pred": 35827, + "n_ref": 28989 + }, + "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": 0.8412980662369416, + "FN": 3108, + "FP": 4032, + "IoU": 0.726069441780165, + "TN": 2777647, + "TP": 18925, + "n_pred": 22957, + "n_ref": 22033 + }, + "14": { + "Dice": 0.8560982154836978, + "FN": 313, + "FP": 3977, + "IoU": 0.7484018532637382, + "TN": 2786661, + "TP": 12761, + "n_pred": 16738, + "n_ref": 13074 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 264, + "IoU": 0.0, + "TN": 2803448, + "TP": 0, + "n_pred": 264, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8610606636538976, + "FN": 9579, + "FP": 290, + "IoU": 0.7560197775030902, + "TN": 2763262, + "TP": 30581, + "n_pred": 30871, + "n_ref": 40160 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9700849007472719, + "FN": 3692, + "FP": 6188, + "IoU": 0.941907640203676, + "TN": 2633638, + "TP": 160194, + "n_pred": 166382, + "n_ref": 163886 + }, + "7": { + "Dice": 0.8002525571410531, + "FN": 4160, + "FP": 3749, + "IoU": 0.667017514314584, + "TN": 2779960, + "TP": 15843, + "n_pred": 19592, + "n_ref": 20003 + }, + "8": { + "Dice": 0.8711554447215295, + "FN": 19, + "FP": 446, + "IoU": 0.7717231222385862, + "TN": 2801675, + "TP": 1572, + "n_pred": 2018, + "n_ref": 1591 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 488, + "IoU": 0.0, + "TN": 2803224, + "TP": 0, + "n_pred": 488, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9721638061642132, + "FN": 745, + "FP": 486, + "IoU": 0.9458353500242003, + "TN": 2780985, + "TP": 21496, + "n_pred": 21982, + "n_ref": 22241 + }, + "10": { + "Dice": 0.7587204950346824, + "FN": 3071, + "FP": 1764, + "IoU": 0.6112406528905685, + "TN": 2791275, + "TP": 7602, + "n_pred": 9366, + "n_ref": 10673 + }, + "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": 0.42507143291385496, + "FN": 9370, + "FP": 87, + "IoU": 0.2698988651277696, + "TN": 2790759, + "TP": 3496, + "n_pred": 3583, + "n_ref": 12866 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 249, + "IoU": 0.0, + "TN": 2803463, + "TP": 0, + "n_pred": 249, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 0.1557009532033611, + "FN": 951, + "FP": 49891, + "IoU": 0.08442283450387178, + "TN": 2748182, + "TP": 4688, + "n_pred": 54579, + "n_ref": 5639 + }, + "7": { + "Dice": 0.16983783073993827, + "FN": 1281, + "FP": 61940, + "IoU": 0.09279933417518081, + "TN": 2734024, + "TP": 6467, + "n_pred": 68407, + "n_ref": 7748 + }, + "8": { + "Dice": 0.935214280938691, + "FN": 53, + "FP": 916, + "IoU": 0.8783121938967726, + "TN": 2795749, + "TP": 6994, + "n_pred": 7910, + "n_ref": 7047 + }, + "9": { + "Dice": 0.7857142857142857, + "FN": 66, + "FP": 36, + "IoU": 0.6470588235294118, + "TN": 2803423, + "TP": 187, + "n_pred": 223, + "n_ref": 253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 730, + "IoU": 0.0, + "TN": 3153446, + "TP": 0, + "n_pred": 730, + "n_ref": 0 + }, + "10": { + "Dice": 0.8282450265905063, + "FN": 404, + "FP": 1340, + "IoU": 0.7068414859640275, + "TN": 3148227, + "TP": 4205, + "n_pred": 5545, + "n_ref": 4609 + }, + "11": { + "Dice": 0.3926503901334005, + "FN": 2047, + "FP": 366, + "IoU": 0.24428437206388975, + "TN": 3150983, + "TP": 780, + "n_pred": 1146, + "n_ref": 2827 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 3154167, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "13": { + "Dice": 0.7033321390182731, + "FN": 696, + "FP": 960, + "IoU": 0.5424150317767339, + "TN": 3150557, + "TP": 1963, + "n_pred": 2923, + "n_ref": 2659 + }, + "14": { + "Dice": 0.7629542560485846, + "FN": 36, + "FP": 4804, + "IoU": 0.6167550874970307, + "TN": 3141547, + "TP": 7789, + "n_pred": 12593, + "n_ref": 7825 + }, + "15": { + "Dice": 0.6146558755254408, + "FN": 12250, + "FP": 34, + "IoU": 0.4436846157329831, + "TN": 3132095, + "TP": 9797, + "n_pred": 9831, + "n_ref": 22047 + }, + "2": { + "Dice": 0.9689523218533458, + "FN": 588, + "FP": 913, + "IoU": 0.9397745054768688, + "TN": 3129253, + "TP": 23422, + "n_pred": 24335, + "n_ref": 24010 + }, + "3": { + "Dice": 0.5181347150259067, + "FN": 93, + "FP": 0, + "IoU": 0.34965034965034963, + "TN": 3154033, + "TP": 50, + "n_pred": 50, + "n_ref": 143 + }, + "4": { + "Dice": 0.9530871106136914, + "FN": 270, + "FP": 736, + "IoU": 0.9103786191536748, + "TN": 3142951, + "TP": 10219, + "n_pred": 10955, + "n_ref": 10489 + }, + "5": { + "Dice": 0.797577451665502, + "FN": 1097, + "FP": 641, + "IoU": 0.6633087950406819, + "TN": 3149014, + "TP": 3424, + "n_pred": 4065, + "n_ref": 4521 + }, + "6": { + "Dice": 0.9669347507305842, + "FN": 6231, + "FP": 3262, + "IoU": 0.9359861358364352, + "TN": 3005880, + "TP": 138803, + "n_pred": 142065, + "n_ref": 145034 + }, + "7": { + "Dice": 0.8916076912805448, + "FN": 4312, + "FP": 2182, + "IoU": 0.8044152636809927, + "TN": 3120973, + "TP": 26709, + "n_pred": 28891, + "n_ref": 31021 + }, + "8": { + "Dice": 0.9487093530003352, + "FN": 409, + "FP": 50, + "IoU": 0.9024234693877551, + "TN": 3149472, + "TP": 4245, + "n_pred": 4295, + "n_ref": 4654 + }, + "9": { + "Dice": 0.9091893062019699, + "FN": 333, + "FP": 3023, + "IoU": 0.8334987100615201, + "TN": 3134020, + "TP": 16800, + "n_pred": 19823, + "n_ref": 17133 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.13417855256207079, + "FN": 1558, + "FP": 81, + "IoU": 0.07191392978482446, + "TN": 3327642, + "TP": 127, + "n_pred": 208, + "n_ref": 1685 + }, + "10": { + "Dice": 0.36169342468555066, + "FN": 12189, + "FP": 295, + "IoU": 0.22077273578428314, + "TN": 3313387, + "TP": 3537, + "n_pred": 3832, + "n_ref": 15726 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 467, + "FP": 2, + "IoU": 0.0, + "TN": 3328939, + "TP": 0, + "n_pred": 2, + "n_ref": 467 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2493, + "IoU": 0.0, + "TN": 3326915, + "TP": 0, + "n_pred": 2493, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 47360, + "FP": 16, + "IoU": 0.0, + "TN": 3282032, + "TP": 0, + "n_pred": 16, + "n_ref": 47360 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9211136890951276, + "FN": 4, + "FP": 404, + "IoU": 0.853763440860215, + "TN": 3326618, + "TP": 2382, + "n_pred": 2786, + "n_ref": 2386 + }, + "3": { + "Dice": 0.8931700146986771, + "FN": 4504, + "FP": 947, + "IoU": 0.8069622494510943, + "TN": 3301170, + "TP": 22787, + "n_pred": 23734, + "n_ref": 27291 + }, + "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": 0.7986021149037448, + "FN": 478, + "FP": 6207, + "IoU": 0.6647274186268117, + "TN": 3309469, + "TP": 13254, + "n_pred": 19461, + "n_ref": 13732 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 17812, + "IoU": 0.0, + "TN": 3311596, + "TP": 0, + "n_pred": 17812, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.1991701244813278, + "FN": 121, + "FP": 5283, + "IoU": 0.11059907834101383, + "TN": 3323332, + "TP": 672, + "n_pred": 5955, + "n_ref": 793 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7948387096774193, + "FN": 50, + "FP": 268, + "IoU": 0.6595289079229122, + "TN": 2802778, + "TP": 616, + "n_pred": 884, + "n_ref": 666 + }, + "10": { + "Dice": 0.9424952214338937, + "FN": 1344, + "FP": 431, + "IoU": 0.8912444090435635, + "TN": 2787391, + "TP": 14546, + "n_pred": 14977, + "n_ref": 15890 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3788931788931789, + "FN": 131, + "FP": 2282, + "IoU": 0.23372499206097175, + "TN": 2800563, + "TP": 736, + "n_pred": 3018, + "n_ref": 867 + }, + "13": { + "Dice": 0.0, + "FN": 18, + "FP": 7, + "IoU": 0.0, + "TN": 2803687, + "TP": 0, + "n_pred": 7, + "n_ref": 18 + }, + "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": 8880, + "IoU": 0.0, + "TN": 2794832, + "TP": 0, + "n_pred": 8880, + "n_ref": 0 + }, + "3": { + "Dice": 0.9225835252102814, + "FN": 11632, + "FP": 1548, + "IoU": 0.8562923872036985, + "TN": 2711998, + "TP": 78534, + "n_pred": 80082, + "n_ref": 90166 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 623, + "IoU": 0.0, + "TN": 2803089, + "TP": 0, + "n_pred": 623, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 568, + "IoU": 0.0, + "TN": 2803144, + "TP": 0, + "n_pred": 568, + "n_ref": 0 + }, + "6": { + "Dice": 0.5372906892146585, + "FN": 161344, + "FP": 198, + "IoU": 0.36732567794087695, + "TN": 2548380, + "TP": 93790, + "n_pred": 93988, + "n_ref": 255134 + }, + "7": { + "Dice": 0.3507331481416365, + "FN": 1651, + "FP": 146065, + "IoU": 0.21266003603142622, + "TN": 2616098, + "TP": 39898, + "n_pred": 185963, + "n_ref": 41549 + }, + "8": { + "Dice": 0.8968414978315165, + "FN": 7309, + "FP": 4132, + "IoU": 0.8129761009579233, + "TN": 2742538, + "TP": 49733, + "n_pred": 53865, + "n_ref": 57042 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 90, + "IoU": 0.0, + "TN": 3154086, + "TP": 0, + "n_pred": 90, + "n_ref": 0 + }, + "10": { + "Dice": 0.5047318611987381, + "FN": 246, + "FP": 68, + "IoU": 0.33755274261603374, + "TN": 3153702, + "TP": 160, + "n_pred": 228, + "n_ref": 406 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 0.9283246977547496, + "FN": 75, + "FP": 257, + "IoU": 0.8662369057211926, + "TN": 3151694, + "TP": 2150, + "n_pred": 2407, + "n_ref": 2225 + }, + "3": { + "Dice": 0.9637039540385265, + "FN": 454, + "FP": 83, + "IoU": 0.9299504304722149, + "TN": 3146510, + "TP": 7129, + "n_pred": 7212, + "n_ref": 7583 + }, + "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": 0.9715677609881227, + "FN": 1026, + "FP": 1612, + "IoU": 0.9447076084678264, + "TN": 3106466, + "TP": 45072, + "n_pred": 46684, + "n_ref": 46098 + }, + "7": { + "Dice": 0.9547833040696765, + "FN": 1475, + "FP": 1126, + "IoU": 0.913478810458386, + "TN": 3124114, + "TP": 27461, + "n_pred": 28587, + "n_ref": 28936 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 473, + "IoU": 0.0, + "TN": 3153703, + "TP": 0, + "n_pred": 473, + "n_ref": 0 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9726286714369055, + "FN": 1918, + "FP": 381, + "IoU": 0.9467158021601075, + "TN": 2935798, + "TP": 40847, + "n_pred": 41228, + "n_ref": 42765 + }, + "10": { + "Dice": 0.01340931947703654, + "FN": 152, + "FP": 2791, + "IoU": 0.006749915626054675, + "TN": 2975981, + "TP": 20, + "n_pred": 2811, + "n_ref": 172 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 2978877, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 2978889, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "13": { + "Dice": 0.7064220183486238, + "FN": 2491, + "FP": 69, + "IoU": 0.5460992907801419, + "TN": 2973304, + "TP": 3080, + "n_pred": 3149, + "n_ref": 5571 + }, + "14": { + "Dice": 0.0, + "FN": 1885, + "FP": 0, + "IoU": 0.0, + "TN": 2977059, + "TP": 0, + "n_pred": 0, + "n_ref": 1885 + }, + "15": { + "Dice": 0.9590931989924433, + "FN": 3632, + "FP": 428, + "IoU": 0.9214016068144419, + "TN": 2927289, + "TP": 47595, + "n_pred": 48023, + "n_ref": 51227 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6689, + "IoU": 0.0, + "TN": 2972255, + "TP": 0, + "n_pred": 6689, + "n_ref": 0 + }, + "3": { + "Dice": 0.8672918296922505, + "FN": 7497, + "FP": 2848, + "IoU": 0.7656798568483998, + "TN": 2934795, + "TP": 33804, + "n_pred": 36652, + "n_ref": 41301 + }, + "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": 0.9742636407532593, + "FN": 3717, + "FP": 5877, + "IoU": 0.9498187638280845, + "TN": 2787757, + "TP": 181593, + "n_pred": 187470, + "n_ref": 185310 + }, + "7": { + "Dice": 0.8764721277152577, + "FN": 837, + "FP": 107, + "IoU": 0.7801071511763336, + "TN": 2974651, + "TP": 3349, + "n_pred": 3456, + "n_ref": 4186 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7663717688924035, + "FN": 3045, + "FP": 1682, + "IoU": 0.6212339743589743, + "TN": 2966464, + "TP": 7753, + "n_pred": 9435, + "n_ref": 10798 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9696601399476313, + "FN": 915, + "FP": 2480, + "IoU": 0.9411070827623293, + "TN": 2746065, + "TP": 54252, + "n_pred": 56732, + "n_ref": 55167 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8926124430468364, + "FN": 8602, + "FP": 755, + "IoU": 0.8060524406674267, + "TN": 2755467, + "TP": 38888, + "n_pred": 39643, + "n_ref": 47490 + }, + "15": { + "Dice": 0.9004746421497178, + "FN": 1481, + "FP": 6508, + "IoU": 0.8189666893269885, + "TN": 2759582, + "TP": 36141, + "n_pred": 42649, + "n_ref": 37622 + }, + "2": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 2803711, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 2803701, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "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": 0.9591674445942675, + "FN": 791, + "FP": 390, + "IoU": 0.9215386659580123, + "TN": 2788660, + "TP": 13871, + "n_pred": 14261, + "n_ref": 14662 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.812515821983697, + "FN": 1462, + "FP": 2241, + "IoU": 0.6842329666581394, + "TN": 2967217, + "TP": 8024, + "n_pred": 10265, + "n_ref": 9486 + }, + "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": 0.6528236138157221, + "FN": 2033, + "FP": 14904, + "IoU": 0.4845865920087642, + "TN": 2946083, + "TP": 15924, + "n_pred": 30828, + "n_ref": 17957 + }, + "14": { + "Dice": 0.9537310683421835, + "FN": 1437, + "FP": 4340, + "IoU": 0.9115544192170492, + "TN": 2913627, + "TP": 59540, + "n_pred": 63880, + "n_ref": 60977 + }, + "15": { + "Dice": 0.17520661157024794, + "FN": 113, + "FP": 885, + "IoU": 0.09601449275362318, + "TN": 2977840, + "TP": 106, + "n_pred": 991, + "n_ref": 219 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9269565217391305, + "FN": 90, + "FP": 414, + "IoU": 0.8638573743922204, + "TN": 2975242, + "TP": 3198, + "n_pred": 3612, + "n_ref": 3288 + }, + "4": { + "Dice": 0.6607991550783313, + "FN": 66, + "FP": 1861, + "IoU": 0.4934279705573081, + "TN": 2975140, + "TP": 1877, + "n_pred": 3738, + "n_ref": 1943 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.987672543944786, + "FN": 347, + "FP": 3311, + "IoU": 0.9756453191475196, + "TN": 2828747, + "TP": 146539, + "n_pred": 149850, + "n_ref": 146886 + }, + "7": { + "Dice": 0.7845637583892617, + "FN": 2291, + "FP": 277, + "IoU": 0.6454997239094423, + "TN": 2971700, + "TP": 4676, + "n_pred": 4953, + "n_ref": 6967 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9411661705480652, + "FN": 109, + "FP": 563, + "IoU": 0.8888705143046138, + "TN": 2972897, + "TP": 5375, + "n_pred": 5938, + "n_ref": 5484 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6021617567942092, + "FN": 48400, + "FP": 406, + "IoU": 0.43078071423573044, + "TN": 3243666, + "TP": 36936, + "n_pred": 37342, + "n_ref": 85336 + }, + "10": { + "Dice": 0.33499422011400326, + "FN": 18609, + "FP": 14757, + "IoU": 0.2011970313622217, + "TN": 3287638, + "TP": 8404, + "n_pred": 23161, + "n_ref": 27013 + }, + "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": 31, + "IoU": 0.0, + "TN": 3329377, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "13": { + "Dice": 0.5059309609489537, + "FN": 6419, + "FP": 4702, + "IoU": 0.3386262265834077, + "TN": 3312593, + "TP": 5694, + "n_pred": 10396, + "n_ref": 12113 + }, + "14": { + "Dice": 0.0, + "FN": 5941, + "FP": 101, + "IoU": 0.0, + "TN": 3323366, + "TP": 0, + "n_pred": 101, + "n_ref": 5941 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 164, + "IoU": 0.0, + "TN": 3329244, + "TP": 0, + "n_pred": 164, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 2681, + "FP": 28142, + "IoU": 0.0, + "TN": 3298585, + "TP": 0, + "n_pred": 28142, + "n_ref": 2681 + }, + "3": { + "Dice": 0.27919270566540316, + "FN": 29421, + "FP": 5758, + "IoU": 0.16224518955991618, + "TN": 3287416, + "TP": 6813, + "n_pred": 12571, + "n_ref": 36234 + }, + "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": 0.7113529572255737, + "FN": 37346, + "FP": 57870, + "IoU": 0.5520153568924876, + "TN": 3116865, + "TP": 117327, + "n_pred": 175197, + "n_ref": 154673 + }, + "7": { + "Dice": 0.0, + "FN": 1840, + "FP": 3792, + "IoU": 0.0, + "TN": 3323776, + "TP": 0, + "n_pred": 3792, + "n_ref": 1840 + }, + "8": { + "Dice": 0.9187605981193155, + "FN": 1818, + "FP": 817, + "IoU": 0.849729113202167, + "TN": 3311873, + "TP": 14900, + "n_pred": 15717, + "n_ref": 16718 + }, + "9": { + "Dice": 0.8100863880457623, + "FN": 1671, + "FP": 2396, + "IoU": 0.6807942861627816, + "TN": 3316667, + "TP": 8674, + "n_pred": 11070, + "n_ref": 10345 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.864052046891303, + "FN": 437, + "FP": 1778, + "IoU": 0.7606440458180246, + "TN": 2969690, + "TP": 7039, + "n_pred": 8817, + "n_ref": 7476 + }, + "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": 0.7828351449275363, + "FN": 2801, + "FP": 1035, + "IoU": 0.6431627906976745, + "TN": 2968194, + "TP": 6914, + "n_pred": 7949, + "n_ref": 9715 + }, + "14": { + "Dice": 0.7304700477723425, + "FN": 21989, + "FP": 1538, + "IoU": 0.5753862258157667, + "TN": 2923536, + "TP": 31881, + "n_pred": 33419, + "n_ref": 53870 + }, + "15": { + "Dice": 0.6633082220270833, + "FN": 6330, + "FP": 955, + "IoU": 0.49623124265265195, + "TN": 2964483, + "TP": 7176, + "n_pred": 8131, + "n_ref": 13506 + }, + "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": 0.6016788928382364, + "FN": 1200, + "FP": 4067, + "IoU": 0.4302866414277988, + "TN": 2969699, + "TP": 3978, + "n_pred": 8045, + "n_ref": 5178 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9803518965498411, + "FN": 2655, + "FP": 6340, + "IoU": 0.9614610111396744, + "TN": 2745544, + "TP": 224405, + "n_pred": 230745, + "n_ref": 227060 + }, + "7": { + "Dice": 0.7847055688782307, + "FN": 661, + "FP": 955, + "IoU": 0.6456917342688007, + "TN": 2974383, + "TP": 2945, + "n_pred": 3900, + "n_ref": 3606 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6482415188297541, + "FN": 13961, + "FP": 2992, + "IoU": 0.4795542457174434, + "TN": 3296834, + "TP": 15621, + "n_pred": 18613, + "n_ref": 29582 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 3329389, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "12": { + "Dice": 0.4903971119133574, + "FN": 1260, + "FP": 2269, + "IoU": 0.3248517313946815, + "TN": 3324181, + "TP": 1698, + "n_pred": 3967, + "n_ref": 2958 + }, + "13": { + "Dice": 0.0, + "FN": 1679, + "FP": 0, + "IoU": 0.0, + "TN": 3327729, + "TP": 0, + "n_pred": 0, + "n_ref": 1679 + }, + "14": { + "Dice": 0.6221834481513793, + "FN": 251, + "FP": 12308, + "IoU": 0.45157205240174675, + "TN": 3306508, + "TP": 10341, + "n_pred": 22649, + "n_ref": 10592 + }, + "15": { + "Dice": 0.7229896134489774, + "FN": 6400, + "FP": 3948, + "IoU": 0.5661579741740734, + "TN": 3305556, + "TP": 13504, + "n_pred": 17452, + "n_ref": 19904 + }, + "2": { + "Dice": 0.9284848484848485, + "FN": 45, + "FP": 14, + "IoU": 0.8665158371040724, + "TN": 3328966, + "TP": 383, + "n_pred": 397, + "n_ref": 428 + }, + "3": { + "Dice": 0.9677507143829093, + "FN": 543, + "FP": 405, + "IoU": 0.9375164777221197, + "TN": 3314236, + "TP": 14224, + "n_pred": 14629, + "n_ref": 14767 + }, + "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": 0.13110539845758354, + "FN": 36, + "FP": 1992, + "IoU": 0.07015130674002751, + "TN": 3327227, + "TP": 153, + "n_pred": 2145, + "n_ref": 189 + }, + "7": { + "Dice": 0.9256713747483958, + "FN": 10130, + "FP": 7152, + "IoU": 0.8616277673245526, + "TN": 3204513, + "TP": 107613, + "n_pred": 114765, + "n_ref": 117743 + }, + "8": { + "Dice": 0.9421529175050302, + "FN": 562, + "FP": 128, + "IoU": 0.8906324298621018, + "TN": 3323099, + "TP": 5619, + "n_pred": 5747, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.932567929582855, + "FN": 484, + "FP": 397, + "IoU": 0.8736555284669439, + "TN": 3672899, + "TP": 6092, + "n_pred": 6489, + "n_ref": 6576 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 150, + "IoU": 0.0, + "TN": 3679722, + "TP": 0, + "n_pred": 150, + "n_ref": 0 + }, + "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": 0.6933345238626725, + "FN": 2117, + "FP": 4752, + "IoU": 0.5306136394697281, + "TN": 3665238, + "TP": 7765, + "n_pred": 12517, + "n_ref": 9882 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.977813915669648, + "FN": 114, + "FP": 77, + "IoU": 0.956590909090909, + "TN": 3675472, + "TP": 4209, + "n_pred": 4286, + "n_ref": 4323 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1131, + "IoU": 0.0, + "TN": 3678741, + "TP": 0, + "n_pred": 1131, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9789736171755175, + "FN": 2227, + "FP": 4038, + "IoU": 0.958813242873672, + "TN": 3527760, + "TP": 145847, + "n_pred": 149885, + "n_ref": 148074 + }, + "7": { + "Dice": 0.32199228340933006, + "FN": 57, + "FP": 1876, + "IoU": 0.19188963210702342, + "TN": 3677480, + "TP": 459, + "n_pred": 2335, + "n_ref": 516 + }, + "8": { + "Dice": 0.9411308060551171, + "FN": 135, + "FP": 320, + "IoU": 0.8888074291300098, + "TN": 3675780, + "TP": 3637, + "n_pred": 3957, + "n_ref": 3772 + }, + "9": { + "Dice": 0.866407822835778, + "FN": 936, + "FP": 922, + "IoU": 0.7643029303564632, + "TN": 3671989, + "TP": 6025, + "n_pred": 6947, + "n_ref": 6961 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0383.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.47432384285748214, + "FN": 2707.9066666666663, + "FP": 2163.6844444444446, + "IoU": 0.399659216263545, + "TN": 2881951.52, + "TP": 10345.955555555554, + "n_pred": 12509.639999999998, + "n_ref": 13053.862222222224 + }, + "mean": { + "1": { + "Dice": 0.6359226530562937, + "FN": 1154.8, + "FP": 1255.9333333333334, + "IoU": 0.5570058371020886, + "TN": 2884430.066666667, + "TP": 10328.266666666666, + "n_pred": 11584.2, + "n_ref": 11483.066666666668 + }, + "10": { + "Dice": 0.5470028697709004, + "FN": 2174.3333333333335, + "FP": 2611.133333333333, + "IoU": 0.44847100237154097, + "TN": 2886879.566666667, + "TP": 5504.033333333334, + "n_pred": 8115.166666666667, + "n_ref": 7678.366666666667 + }, + "11": { + "Dice": 0.15894240444509528, + "FN": 169.1, + "FP": 114.0, + "IoU": 0.10967810724231011, + "TN": 2896758.066666667, + "TP": 127.9, + "n_pred": 241.9, + "n_ref": 297.0 + }, + "12": { + "Dice": 0.20722725167283118, + "FN": 384.1, + "FP": 134.76666666666668, + "IoU": 0.13995712492249576, + "TN": 2896431.066666667, + "TP": 219.13333333333333, + "n_pred": 353.9, + "n_ref": 603.2333333333333 + }, + "13": { + "Dice": 0.4091795161333751, + "FN": 2153.366666666667, + "FP": 1361.5, + "IoU": 0.3099070295753423, + "TN": 2889943.433333333, + "TP": 3710.766666666667, + "n_pred": 5072.266666666666, + "n_ref": 5864.133333333333 + }, + "14": { + "Dice": 0.2573645356102693, + "FN": 1511.2333333333333, + "FP": 4174.733333333334, + "IoU": 0.1978393606849338, + "TN": 2887899.6333333333, + "TP": 3583.4666666666667, + "n_pred": 7758.2, + "n_ref": 5094.7 + }, + "15": { + "Dice": 0.27882156044869405, + "FN": 2414.2, + "FP": 1944.8666666666666, + "IoU": 0.2001468196106056, + "TN": 2890472.7333333334, + "TP": 2337.266666666667, + "n_pred": 4282.133333333333, + "n_ref": 4751.466666666666 + }, + "2": { + "Dice": 0.590929535831952, + "FN": 1759.7666666666667, + "FP": 372.1, + "IoU": 0.5324640646971546, + "TN": 2888852.566666667, + "TP": 6184.633333333333, + "n_pred": 6556.733333333334, + "n_ref": 7944.4 + }, + "3": { + "Dice": 0.5019211474481063, + "FN": 949.9666666666667, + "FP": 1975.8, + "IoU": 0.45656085754809683, + "TN": 2881786.3666666667, + "TP": 12456.933333333332, + "n_pred": 14432.733333333334, + "n_ref": 13406.9 + }, + "4": { + "Dice": 0.320315322135841, + "FN": 2096.9666666666667, + "FP": 382.2, + "IoU": 0.24580840645154614, + "TN": 2893416.566666667, + "TP": 1273.3333333333333, + "n_pred": 1655.5333333333333, + "n_ref": 3370.3 + }, + "5": { + "Dice": 0.4742080769042446, + "FN": 1005.2333333333333, + "FP": 311.7, + "IoU": 0.37515656217601373, + "TN": 2894276.533333333, + "TP": 1575.6, + "n_pred": 1887.3, + "n_ref": 2580.8333333333335 + }, + "6": { + "Dice": 0.7198540407670542, + "FN": 12284.233333333334, + "FP": 3918.6666666666665, + "IoU": 0.6561994130070118, + "TN": 2813985.6666666665, + "TP": 66980.5, + "n_pred": 70899.16666666667, + "n_ref": 79264.73333333334 + }, + "7": { + "Dice": 0.5505670198968066, + "FN": 9812.433333333332, + "FP": 12146.133333333333, + "IoU": 0.4593865559920385, + "TN": 2850515.3333333335, + "TP": 24695.166666666668, + "n_pred": 36841.3, + "n_ref": 34507.6 + }, + "8": { + "Dice": 0.8502077575507642, + "FN": 1491.2, + "FP": 787.0666666666667, + "IoU": 0.7790799541942671, + "TN": 2884080.2666666666, + "TP": 10810.533333333333, + "n_pred": 11597.6, + "n_ref": 12301.733333333334 + }, + "9": { + "Dice": 0.612393951190004, + "FN": 1257.6666666666667, + "FP": 964.6666666666666, + "IoU": 0.5272271483777311, + "TN": 2889544.933333333, + "TP": 5401.8, + "n_pred": 6366.466666666666, + "n_ref": 6659.466666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 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": 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": 0.9021692285591151, + "FN": 272, + "FP": 1090, + "IoU": 0.821774404606124, + "TN": 2971302, + "TP": 6280, + "n_pred": 7370, + "n_ref": 6552 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9789742337398666, + "FN": 3733, + "FP": 658, + "IoU": 0.9588144257374666, + "TN": 2872329, + "TP": 102224, + "n_pred": 102882, + "n_ref": 105957 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6758034938712479, + "FN": 2401, + "FP": 958, + "IoU": 0.5103498542274052, + "TN": 2796852, + "TP": 3501, + "n_pred": 4459, + "n_ref": 5902 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 117, + "IoU": 0.0, + "TN": 2803595, + "TP": 0, + "n_pred": 117, + "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": 0.3492063492063492, + "FN": 2287, + "FP": 296, + "IoU": 0.21153846153846154, + "TN": 2800436, + "TP": 693, + "n_pred": 989, + "n_ref": 2980 + }, + "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": 0.776428782943441, + "FN": 691, + "FP": 64, + "IoU": 0.6345595353339787, + "TN": 2801646, + "TP": 1311, + "n_pred": 1375, + "n_ref": 2002 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1459, + "IoU": 0.0, + "TN": 2802253, + "TP": 0, + "n_pred": 1459, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6668306481367605, + "FN": 2538, + "FP": 171, + "IoU": 0.5001845018450185, + "TN": 2798292, + "TP": 2711, + "n_pred": 2882, + "n_ref": 5249 + }, + "6": { + "Dice": 0.9947791210944253, + "FN": 612, + "FP": 1200, + "IoU": 0.9896124742031644, + "TN": 2629272, + "TP": 172628, + "n_pred": 173828, + "n_ref": 173240 + }, + "7": { + "Dice": 0.8230425352985438, + "FN": 7170, + "FP": 826, + "IoU": 0.6992967545410101, + "TN": 2777121, + "TP": 18595, + "n_pred": 19421, + "n_ref": 25765 + }, + "8": { + "Dice": 0.8674768922725897, + "FN": 8866, + "FP": 2518, + "IoU": 0.765968381884341, + "TN": 2755069, + "TP": 37259, + "n_pred": 39777, + "n_ref": 46125 + }, + "9": { + "Dice": 0.4105960264900662, + "FN": 4015, + "FP": 791, + "IoU": 0.25833333333333336, + "TN": 2797232, + "TP": 1674, + "n_pred": 2465, + "n_ref": 5689 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5593978844589097, + "FN": 8932, + "FP": 12728, + "IoU": 0.38830838746116914, + "TN": 2593070, + "TP": 13750, + "n_pred": 26478, + "n_ref": 22682 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.17142857142857143, + "FN": 64, + "FP": 168, + "IoU": 0.09375, + "TN": 2628224, + "TP": 24, + "n_pred": 192, + "n_ref": 88 + }, + "13": { + "Dice": 0.6719389312977099, + "FN": 3491, + "FP": 7253, + "IoU": 0.5059548443463466, + "TN": 2606733, + "TP": 11003, + "n_pred": 18256, + "n_ref": 14494 + }, + "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": 0.9269986295111923, + "FN": 181, + "FP": 1417, + "IoU": 0.8639305177111717, + "TN": 2616736, + "TP": 10146, + "n_pred": 11563, + "n_ref": 10327 + }, + "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": 1666, + "IoU": 0.0, + "TN": 2626814, + "TP": 0, + "n_pred": 1666, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9427986573185755, + "FN": 5060, + "FP": 7431, + "IoU": 0.89178723035606, + "TN": 2513050, + "TP": 102939, + "n_pred": 110370, + "n_ref": 107999 + }, + "7": { + "Dice": 0.807360174895245, + "FN": 11607, + "FP": 4254, + "IoU": 0.6769522180129537, + "TN": 2579382, + "TP": 33237, + "n_pred": 37491, + "n_ref": 44844 + }, + "8": { + "Dice": 0.9248859474394397, + "FN": 1453, + "FP": 2054, + "IoU": 0.86026775041836, + "TN": 2603382, + "TP": 21591, + "n_pred": 23645, + "n_ref": 23044 + }, + "9": { + "Dice": 0.9501328857182822, + "FN": 933, + "FP": 493, + "IoU": 0.9050029978016122, + "TN": 2613469, + "TP": 13585, + "n_pred": 14078, + "n_ref": 14518 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "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": 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": 0.28866879301661913, + "FN": 21141, + "FP": 46, + "IoU": 0.16868084438515263, + "TN": 2778226, + "TP": 4299, + "n_pred": 4345, + "n_ref": 25440 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 21425, + "IoU": 0.0, + "TN": 2782287, + "TP": 0, + "n_pred": 21425, + "n_ref": 0 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9660095098352879, + "FN": 1773, + "FP": 1308, + "IoU": 0.9342537663778755, + "TN": 3107314, + "TP": 43781, + "n_pred": 45089, + "n_ref": 45554 + }, + "10": { + "Dice": 0.668039083143858, + "FN": 7968, + "FP": 2836, + "IoU": 0.5015455594002307, + "TN": 3132501, + "TP": 10871, + "n_pred": 13707, + "n_ref": 18839 + }, + "11": { + "Dice": 0.24546722454672246, + "FN": 531, + "FP": 10, + "IoU": 0.13990461049284578, + "TN": 3153547, + "TP": 88, + "n_pred": 98, + "n_ref": 619 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 3154167, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "13": { + "Dice": 0.6733392107037287, + "FN": 2018, + "FP": 4281, + "IoU": 0.5075443671331404, + "TN": 3141385, + "TP": 6492, + "n_pred": 10773, + "n_ref": 8510 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3145, + "IoU": 0.0, + "TN": 3151031, + "TP": 0, + "n_pred": 3145, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9183209949295913, + "FN": 5183, + "FP": 1470, + "IoU": 0.8489773681701587, + "TN": 3110123, + "TP": 37400, + "n_pred": 38870, + "n_ref": 42583 + }, + "3": { + "Dice": 0.8274267056662812, + "FN": 365, + "FP": 4709, + "IoU": 0.7056503074602622, + "TN": 3136938, + "TP": 12164, + "n_pred": 16873, + "n_ref": 12529 + }, + "4": { + "Dice": 0.7317371121426827, + "FN": 724, + "FP": 1472, + "IoU": 0.5769601232903101, + "TN": 3148985, + "TP": 2995, + "n_pred": 4467, + "n_ref": 3719 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9564704206434808, + "FN": 8628, + "FP": 12762, + "IoU": 0.9165724092203285, + "TN": 2897786, + "TP": 235000, + "n_pred": 247762, + "n_ref": 243628 + }, + "7": { + "Dice": 0.8820139293022208, + "FN": 33062, + "FP": 4648, + "IoU": 0.7889310541693253, + "TN": 2975514, + "TP": 140952, + "n_pred": 145600, + "n_ref": 174014 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8729674796747967, + "FN": 102, + "FP": 898, + "IoU": 0.7745716862037872, + "TN": 3149740, + "TP": 3436, + "n_pred": 4334, + "n_ref": 3538 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.07739499764039641, + "FN": 1947, + "FP": 8, + "IoU": 0.04025527736867943, + "TN": 2626443, + "TP": 82, + "n_pred": 90, + "n_ref": 2029 + }, + "10": { + "Dice": 0.8289048919791407, + "FN": 352, + "FP": 337, + "IoU": 0.7078032230703987, + "TN": 2626122, + "TP": 1669, + "n_pred": 2006, + "n_ref": 2021 + }, + "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": 0.4459203036053131, + "FN": 843, + "FP": 325, + "IoU": 0.2869352869352869, + "TN": 2626842, + "TP": 470, + "n_pred": 795, + "n_ref": 1313 + }, + "14": { + "Dice": 0.12861847807245624, + "FN": 1777, + "FP": 3250, + "IoU": 0.06872915894775843, + "TN": 2623082, + "TP": 371, + "n_pred": 3621, + "n_ref": 2148 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 434, + "IoU": 0.0, + "TN": 2628046, + "TP": 0, + "n_pred": 434, + "n_ref": 0 + }, + "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": 0.0, + "FN": 323, + "FP": 5, + "IoU": 0.0, + "TN": 2628152, + "TP": 0, + "n_pred": 5, + "n_ref": 323 + }, + "5": { + "Dice": 0.0, + "FN": 679, + "FP": 0, + "IoU": 0.0, + "TN": 2627801, + "TP": 0, + "n_pred": 0, + "n_ref": 679 + }, + "6": { + "Dice": 0.9120665626335892, + "FN": 20548, + "FP": 4753, + "IoU": 0.8383477621953167, + "TN": 2471965, + "TP": 131214, + "n_pred": 135967, + "n_ref": 151762 + }, + "7": { + "Dice": 0.6030404455194914, + "FN": 54601, + "FP": 1853, + "IoU": 0.43168067649871644, + "TN": 2529145, + "TP": 42881, + "n_pred": 44734, + "n_ref": 97482 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6769158272957531, + "FN": 5436, + "FP": 49, + "IoU": 0.5116196242542962, + "TN": 2617249, + "TP": 5746, + "n_pred": 5795, + "n_ref": 11182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8630662349501744, + "FN": 8002, + "FP": 710, + "IoU": 0.7591174274891476, + "TN": 3118009, + "TP": 27455, + "n_pred": 28165, + "n_ref": 35457 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 168, + "IoU": 0.0, + "TN": 3154008, + "TP": 0, + "n_pred": 168, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 420, + "IoU": 0.0, + "TN": 3153756, + "TP": 0, + "n_pred": 420, + "n_ref": 0 + }, + "12": { + "Dice": 0.4530722484807562, + "FN": 1022, + "FP": 598, + "IoU": 0.2928852029681362, + "TN": 3151885, + "TP": 671, + "n_pred": 1269, + "n_ref": 1693 + }, + "13": { + "Dice": 0.1960546282245827, + "FN": 2646, + "FP": 3, + "IoU": 0.10868102288021535, + "TN": 3151204, + "TP": 323, + "n_pred": 326, + "n_ref": 2969 + }, + "14": { + "Dice": 0.28811173058512135, + "FN": 6813, + "FP": 5828, + "IoU": 0.16830054608855846, + "TN": 3138977, + "TP": 2558, + "n_pred": 8386, + "n_ref": 9371 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4999, + "IoU": 0.0, + "TN": 3149177, + "TP": 0, + "n_pred": 4999, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 3154130, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "3": { + "Dice": 0.9529291723620122, + "FN": 1065, + "FP": 1380, + "IoU": 0.9100904611311319, + "TN": 3126982, + "TP": 24749, + "n_pred": 26129, + "n_ref": 25814 + }, + "4": { + "Dice": 0.31188165457457834, + "FN": 7291, + "FP": 12, + "IoU": 0.1847510605045769, + "TN": 3145218, + "TP": 1655, + "n_pred": 1667, + "n_ref": 8946 + }, + "5": { + "Dice": 0.6687525506733778, + "FN": 1635, + "FP": 800, + "IoU": 0.5023502963417127, + "TN": 3149283, + "TP": 2458, + "n_pred": 3258, + "n_ref": 4093 + }, + "6": { + "Dice": 0.11998195760036084, + "FN": 4607, + "FP": 3197, + "IoU": 0.06381957773512476, + "TN": 3145840, + "TP": 532, + "n_pred": 3729, + "n_ref": 5139 + }, + "7": { + "Dice": 0.2979122846663306, + "FN": 1052, + "FP": 39337, + "IoU": 0.17502757465582744, + "TN": 3105218, + "TP": 8569, + "n_pred": 47906, + "n_ref": 9621 + }, + "8": { + "Dice": 0.9525604563889403, + "FN": 2325, + "FP": 494, + "IoU": 0.9094180778252627, + "TN": 3123055, + "TP": 28302, + "n_pred": 28796, + "n_ref": 30627 + }, + "9": { + "Dice": 0.6587005227781927, + "FN": 98, + "FP": 1273, + "IoU": 0.4910913140311804, + "TN": 3151482, + "TP": 1323, + "n_pred": 2596, + "n_ref": 1421 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 2628478, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "10": { + "Dice": 0.7943144737569825, + "FN": 1050, + "FP": 2669, + "IoU": 0.6588073394495413, + "TN": 2617580, + "TP": 7181, + "n_pred": 9850, + "n_ref": 8231 + }, + "11": { + "Dice": 0.7296332359623499, + "FN": 307, + "FP": 1359, + "IoU": 0.5743484925907001, + "TN": 2624566, + "TP": 2248, + "n_pred": 3607, + "n_ref": 2555 + }, + "12": { + "Dice": 0.6837852397198779, + "FN": 1099, + "FP": 662, + "IoU": 0.5195088676671215, + "TN": 2624815, + "TP": 1904, + "n_pred": 2566, + "n_ref": 3003 + }, + "13": { + "Dice": 0.7012453300124533, + "FN": 3127, + "FP": 1671, + "IoU": 0.5399367149295234, + "TN": 2618051, + "TP": 5631, + "n_pred": 7302, + "n_ref": 8758 + }, + "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": 0.9589239721453783, + "FN": 1073, + "FP": 1080, + "IoU": 0.9210892830963202, + "TN": 2601196, + "TP": 25131, + "n_pred": 26211, + "n_ref": 26204 + }, + "3": { + "Dice": 0.9351489617815227, + "FN": 683, + "FP": 1903, + "IoU": 0.8781969761198248, + "TN": 2607249, + "TP": 18645, + "n_pred": 20548, + "n_ref": 19328 + }, + "4": { + "Dice": 0.708256880733945, + "FN": 811, + "FP": 143, + "IoU": 0.5482954545454546, + "TN": 2626368, + "TP": 1158, + "n_pred": 1301, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9587958323090596, + "FN": 1232, + "FP": 3126, + "IoU": 0.9208528567796302, + "TN": 2573418, + "TP": 50704, + "n_pred": 53830, + "n_ref": 51936 + }, + "7": { + "Dice": 0.9294933676570489, + "FN": 3687, + "FP": 257, + "IoU": 0.8682742727363816, + "TN": 2598539, + "TP": 25997, + "n_pred": 26254, + "n_ref": 29684 + }, + "8": { + "Dice": 0.9303539597657244, + "FN": 760, + "FP": 334, + "IoU": 0.8697774074514939, + "TN": 2620079, + "TP": 7307, + "n_pred": 7641, + "n_ref": 8067 + }, + "9": { + "Dice": 0.9041869766279215, + "FN": 1198, + "FP": 2635, + "IoU": 0.8251288836169534, + "TN": 2606561, + "TP": 18086, + "n_pred": 20721, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8580955909596146, + "FN": 1570, + "FP": 345, + "IoU": 0.7514600908500974, + "TN": 2445543, + "TP": 5790, + "n_pred": 6135, + "n_ref": 7360 + }, + "10": { + "Dice": 0.8799207397622193, + "FN": 671, + "FP": 1147, + "IoU": 0.7855879231041396, + "TN": 2444769, + "TP": 6661, + "n_pred": 7808, + "n_ref": 7332 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 2453161, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "12": { + "Dice": 0.5400185701021356, + "FN": 2130, + "FP": 347, + "IoU": 0.3698804375476978, + "TN": 2449317, + "TP": 1454, + "n_pred": 1801, + "n_ref": 3584 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 85, + "IoU": 0.0, + "TN": 2453163, + "TP": 0, + "n_pred": 85, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.38536060279870826, + "FN": 0, + "FP": 571, + "IoU": 0.23866666666666667, + "TN": 2452498, + "TP": 179, + "n_pred": 750, + "n_ref": 179 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9480479009927436, + "FN": 717, + "FP": 450, + "IoU": 0.9012272534913246, + "TN": 2441433, + "TP": 10648, + "n_pred": 11098, + "n_ref": 11365 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7658512231652521, + "FN": 93, + "FP": 376, + "IoU": 0.6205501618122977, + "TN": 2452012, + "TP": 767, + "n_pred": 1143, + "n_ref": 860 + }, + "6": { + "Dice": 0.58203125, + "FN": 637, + "FP": 5, + "IoU": 0.41046831955922863, + "TN": 2452159, + "TP": 447, + "n_pred": 452, + "n_ref": 1084 + }, + "7": { + "Dice": 0.8931273050313618, + "FN": 4864, + "FP": 3076, + "IoU": 0.8068925262057056, + "TN": 2412131, + "TP": 33177, + "n_pred": 36253, + "n_ref": 38041 + }, + "8": { + "Dice": 0.9140991054948175, + "FN": 189, + "FP": 2231, + "IoU": 0.8417887029288703, + "TN": 2437952, + "TP": 12876, + "n_pred": 15107, + "n_ref": 13065 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7937293465940838, + "FN": 6728, + "FP": 6193, + "IoU": 0.6580026997697255, + "TN": 2765931, + "TP": 24860, + "n_pred": 31053, + "n_ref": 31588 + }, + "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": 0.7478337694111251, + "FN": 6827, + "FP": 594, + "IoU": 0.5972320217096336, + "TN": 2785287, + "TP": 11004, + "n_pred": 11598, + "n_ref": 17831 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 556, + "IoU": 0.0, + "TN": 2803156, + "TP": 0, + "n_pred": 556, + "n_ref": 0 + }, + "15": { + "Dice": 0.4416877370417193, + "FN": 103, + "FP": 6963, + "IoU": 0.2834398134063482, + "TN": 2793851, + "TP": 2795, + "n_pred": 9758, + "n_ref": 2898 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 76, + "IoU": 0.0, + "TN": 2803636, + "TP": 0, + "n_pred": 76, + "n_ref": 0 + }, + "6": { + "Dice": 0.9053699845419719, + "FN": 2797, + "FP": 19, + "IoU": 0.8271013691901516, + "TN": 2787425, + "TP": 13471, + "n_pred": 13490, + "n_ref": 16268 + }, + "7": { + "Dice": 0.8847868187267529, + "FN": 6964, + "FP": 532, + "IoU": 0.793379089831583, + "TN": 2767433, + "TP": 28783, + "n_pred": 29315, + "n_ref": 35747 + }, + "8": { + "Dice": 0.9381288803254121, + "FN": 87, + "FP": 202, + "IoU": 0.8834677419354838, + "TN": 2801232, + "TP": 2191, + "n_pred": 2393, + "n_ref": 2278 + }, + "9": { + "Dice": 0.9188141332161597, + "FN": 2748, + "FP": 393, + "IoU": 0.8498207028448482, + "TN": 2782797, + "TP": 17774, + "n_pred": 18167, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5882352941176471, + "FN": 35, + "FP": 0, + "IoU": 0.4166666666666667, + "TN": 2628420, + "TP": 25, + "n_pred": 25, + "n_ref": 60 + }, + "10": { + "Dice": 0.8483870234387433, + "FN": 3583, + "FP": 3086, + "IoU": 0.7366945672773215, + "TN": 2603152, + "TP": 18659, + "n_pred": 21745, + "n_ref": 22242 + }, + "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": 0.884706637886437, + "FN": 4528, + "FP": 1935, + "IoU": 0.7932501599488164, + "TN": 2597220, + "TP": 24797, + "n_pred": 26732, + "n_ref": 29325 + }, + "14": { + "Dice": 0.34859312192943276, + "FN": 9394, + "FP": 25610, + "IoU": 0.21108857336037865, + "TN": 2584110, + "TP": 9366, + "n_pred": 34976, + "n_ref": 18760 + }, + "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": 0.0, + "FN": 0, + "FP": 877, + "IoU": 0.0, + "TN": 2627603, + "TP": 0, + "n_pred": 877, + "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": 0.4187192118226601, + "FN": 4353, + "FP": 5087, + "IoU": 0.26479750778816197, + "TN": 2615640, + "TP": 3400, + "n_pred": 8487, + "n_ref": 7753 + }, + "7": { + "Dice": 0.9629664580740671, + "FN": 326, + "FP": 5953, + "IoU": 0.9285779284300566, + "TN": 2540566, + "TP": 81635, + "n_pred": 87588, + "n_ref": 81961 + }, + "8": { + "Dice": 0.9095238095238095, + "FN": 32, + "FP": 6, + "IoU": 0.834061135371179, + "TN": 2628251, + "TP": 191, + "n_pred": 197, + "n_ref": 223 + }, + "9": { + "Dice": 0.900960219478738, + "FN": 1073, + "FP": 371, + "IoU": 0.8197703444832751, + "TN": 2620468, + "TP": 6568, + "n_pred": 6939, + "n_ref": 7641 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7884913047436948, + "FN": 5213, + "FP": 1756, + "IoU": 0.650834210130768, + "TN": 3134217, + "TP": 12990, + "n_pred": 14746, + "n_ref": 18203 + }, + "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": 0.4549349770728407, + "FN": 6750, + "FP": 7752, + "IoU": 0.294443903862995, + "TN": 3133622, + "TP": 6052, + "n_pred": 13804, + "n_ref": 12802 + }, + "14": { + "Dice": 0.23198691469601618, + "FN": 5827, + "FP": 21876, + "IoU": 0.1312133471320601, + "TN": 3122289, + "TP": 4184, + "n_pred": 26060, + "n_ref": 10011 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 149, + "IoU": 0.0, + "TN": 3154027, + "TP": 0, + "n_pred": 149, + "n_ref": 0 + }, + "2": { + "Dice": 0.9166094072084453, + "FN": 911, + "FP": 424, + "IoU": 0.8460562730627307, + "TN": 3145504, + "TP": 7337, + "n_pred": 7761, + "n_ref": 8248 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.28545780969479356, + "FN": 8756, + "FP": 0, + "IoU": 0.16649214659685863, + "TN": 3143671, + "TP": 1749, + "n_pred": 1749, + "n_ref": 10505 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8998419313119701, + "FN": 3802, + "FP": 6653, + "IoU": 0.8179205851619644, + "TN": 3096756, + "TP": 46965, + "n_pred": 53618, + "n_ref": 50767 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9197675390918973, + "FN": 2055, + "FP": 1783, + "IoU": 0.8514533421062817, + "TN": 3128339, + "TP": 21999, + "n_pred": 23782, + "n_ref": 24054 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8808990817305495, + "FN": 510, + "FP": 2097, + "IoU": 0.7871489222730241, + "TN": 2441000, + "TP": 9641, + "n_pred": 11738, + "n_ref": 10151 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 986, + "IoU": 0.0, + "TN": 2452262, + "TP": 0, + "n_pred": 986, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8055555555555556, + "FN": 27, + "FP": 1, + "IoU": 0.6744186046511628, + "TN": 2453162, + "TP": 58, + "n_pred": 59, + "n_ref": 85 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 522, + "IoU": 0.0, + "TN": 2452726, + "TP": 0, + "n_pred": 522, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 171, + "IoU": 0.0, + "TN": 2453077, + "TP": 0, + "n_pred": 171, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9372411142584658, + "FN": 8572, + "FP": 246, + "IoU": 0.8818944041145429, + "TN": 2729050, + "TP": 65844, + "n_pred": 66090, + "n_ref": 74416 + }, + "10": { + "Dice": 0.7606199770378875, + "FN": 2755, + "FP": 581, + "IoU": 0.6137100509495137, + "TN": 2795076, + "TP": 5300, + "n_pred": 5881, + "n_ref": 8055 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 2803662, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "12": { + "Dice": 0.2632529131790579, + "FN": 4370, + "FP": 119, + "IoU": 0.15157815157815158, + "TN": 2798421, + "TP": 802, + "n_pred": 921, + "n_ref": 5172 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2687, + "IoU": 0.0, + "TN": 2801025, + "TP": 0, + "n_pred": 2687, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4361, + "IoU": 0.0, + "TN": 2799351, + "TP": 0, + "n_pred": 4361, + "n_ref": 0 + }, + "15": { + "Dice": 0.4610678531701891, + "FN": 3361, + "FP": 2453, + "IoU": 0.29960245753523673, + "TN": 2795411, + "TP": 2487, + "n_pred": 4940, + "n_ref": 5848 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 450, + "IoU": 0.0, + "TN": 2803262, + "TP": 0, + "n_pred": 450, + "n_ref": 0 + }, + "3": { + "Dice": 0.940348552383247, + "FN": 7512, + "FP": 4372, + "IoU": 0.8874130776664078, + "TN": 2698158, + "TP": 93670, + "n_pred": 98042, + "n_ref": 101182 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 768, + "IoU": 0.0, + "TN": 2802944, + "TP": 0, + "n_pred": 768, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 279, + "IoU": 0.0, + "TN": 2803433, + "TP": 0, + "n_pred": 279, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2590, + "IoU": 0.0, + "TN": 2801122, + "TP": 0, + "n_pred": 2590, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2160, + "IoU": 0.0, + "TN": 2976784, + "TP": 0, + "n_pred": 2160, + "n_ref": 0 + }, + "10": { + "Dice": 0.9067323283886853, + "FN": 232, + "FP": 1321, + "IoU": 0.8293781586464514, + "TN": 2969842, + "TP": 7549, + "n_pred": 8870, + "n_ref": 7781 + }, + "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": 3, + "IoU": 0.0, + "TN": 2978941, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 512, + "IoU": 0.0, + "TN": 2978432, + "TP": 0, + "n_pred": 512, + "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": 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": 0.0, + "FN": 0, + "FP": 627, + "IoU": 0.0, + "TN": 2978317, + "TP": 0, + "n_pred": 627, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9901894844260964, + "FN": 102, + "FP": 744, + "IoU": 0.9805695911805237, + "TN": 2935404, + "TP": 42694, + "n_pred": 43438, + "n_ref": 42796 + }, + "7": { + "Dice": 0.0, + "FN": 16, + "FP": 38868, + "IoU": 0.0, + "TN": 2940060, + "TP": 0, + "n_pred": 38868, + "n_ref": 16 + }, + "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_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8, + "FN": 41, + "FP": 23, + "IoU": 0.6666666666666666, + "TN": 2803520, + "TP": 128, + "n_pred": 151, + "n_ref": 169 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5602409638554217, + "FN": 1571, + "FP": 181, + "IoU": 0.3891213389121339, + "TN": 2800844, + "TP": 1116, + "n_pred": 1297, + "n_ref": 2687 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.2222222222222222, + "FN": 28, + "FP": 0, + "IoU": 0.125, + "TN": 2803680, + "TP": 4, + "n_pred": 4, + "n_ref": 32 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 158, + "IoU": 0.0, + "TN": 2803554, + "TP": 0, + "n_pred": 158, + "n_ref": 0 + }, + "2": { + "Dice": 0.9833804875306814, + "FN": 657, + "FP": 230, + "IoU": 0.9673043606472779, + "TN": 2776583, + "TP": 26242, + "n_pred": 26472, + "n_ref": 26899 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 2803703, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9063231850117096, + "FN": 59, + "FP": 21, + "IoU": 0.828693790149893, + "TN": 2803245, + "TP": 387, + "n_pred": 408, + "n_ref": 446 + }, + "6": { + "Dice": 0.9716971854532581, + "FN": 1871, + "FP": 1007, + "IoU": 0.9449523736658888, + "TN": 2751430, + "TP": 49404, + "n_pred": 50411, + "n_ref": 51275 + }, + "7": { + "Dice": 0.3783783783783784, + "FN": 2, + "FP": 21, + "IoU": 0.23333333333333334, + "TN": 2803682, + "TP": 7, + "n_pred": 28, + "n_ref": 9 + }, + "8": { + "Dice": 0.9665098815027151, + "FN": 1547, + "FP": 112, + "IoU": 0.9351902492382217, + "TN": 2778114, + "TP": 23939, + "n_pred": 24051, + "n_ref": 25486 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 121, + "IoU": 0.0, + "TN": 2803591, + "TP": 0, + "n_pred": 121, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 325, + "FP": 0, + "IoU": 0.0, + "TN": 2628155, + "TP": 0, + "n_pred": 0, + "n_ref": 325 + }, + "10": { + "Dice": 0.14674411494955672, + "FN": 7950, + "FP": 423, + "IoU": 0.0791817881887166, + "TN": 2619387, + "TP": 720, + "n_pred": 1143, + "n_ref": 8670 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 119, + "IoU": 0.0, + "TN": 2628361, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 2628474, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 2628449, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 10076, + "IoU": 0.0, + "TN": 2618404, + "TP": 0, + "n_pred": 10076, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 10893, + "FP": 0, + "IoU": 0.0, + "TN": 2617587, + "TP": 0, + "n_pred": 0, + "n_ref": 10893 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9560760192413847, + "FN": 1886, + "FP": 1456, + "IoU": 0.9158483154555068, + "TN": 2588766, + "TP": 36372, + "n_pred": 37828, + "n_ref": 38258 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2520, + "IoU": 0.0, + "TN": 2625960, + "TP": 0, + "n_pred": 2520, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9154588658972164, + "FN": 2447, + "FP": 14737, + "IoU": 0.8440978743093547, + "TN": 2518257, + "TP": 93039, + "n_pred": 107776, + "n_ref": 95486 + }, + "7": { + "Dice": 0.6254232289270336, + "FN": 61224, + "FP": 2278, + "IoU": 0.45499330564042706, + "TN": 2511964, + "TP": 53014, + "n_pred": 55292, + "n_ref": 114238 + }, + "8": { + "Dice": 0.8474456425667315, + "FN": 19, + "FP": 1707, + "IoU": 0.7352760736196319, + "TN": 2621960, + "TP": 4794, + "n_pred": 6501, + "n_ref": 4813 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 862, + "IoU": 0.0, + "TN": 2627618, + "TP": 0, + "n_pred": 862, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9115165783794389, + "FN": 142, + "FP": 309, + "IoU": 0.8374188896899784, + "TN": 2976170, + "TP": 2323, + "n_pred": 2632, + "n_ref": 2465 + }, + "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": 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": 0.8385563270157003, + "FN": 9987, + "FP": 337, + "IoU": 0.7219948298147351, + "TN": 2941808, + "TP": 26812, + "n_pred": 27149, + "n_ref": 36799 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6722, + "IoU": 0.0, + "TN": 2972222, + "TP": 0, + "n_pred": 6722, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7032195482470321, + "FN": 3985, + "FP": 2440, + "IoU": 0.5422811141981905, + "TN": 2964907, + "TP": 7612, + "n_pred": 10052, + "n_ref": 11597 + }, + "6": { + "Dice": 0.9798543517233695, + "FN": 2046, + "FP": 1932, + "IoU": 0.9605043685464655, + "TN": 2878224, + "TP": 96742, + "n_pred": 98674, + "n_ref": 98788 + }, + "7": { + "Dice": 0.8625589058569252, + "FN": 1079, + "FP": 2800, + "IoU": 0.7583328141548813, + "TN": 2962893, + "TP": 12172, + "n_pred": 14972, + "n_ref": 13251 + }, + "8": { + "Dice": 0.902686567164179, + "FN": 2628, + "FP": 1447, + "IoU": 0.8226332970620239, + "TN": 2955969, + "TP": 18900, + "n_pred": 20347, + "n_ref": 21528 + }, + "9": { + "Dice": 0.0, + "FN": 164, + "FP": 0, + "IoU": 0.0, + "TN": 2978780, + "TP": 0, + "n_pred": 0, + "n_ref": 164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8238193018480493, + "FN": 1345, + "FP": 7664, + "IoU": 0.7004189944134078, + "TN": 3124104, + "TP": 21063, + "n_pred": 28727, + "n_ref": 22408 + }, + "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": 0.5847425139498232, + "FN": 6541, + "FP": 3208, + "IoU": 0.41317040871606575, + "TN": 3137563, + "TP": 6864, + "n_pred": 10072, + "n_ref": 13405 + }, + "14": { + "Dice": 0.8544098483378157, + "FN": 3101, + "FP": 2150, + "IoU": 0.7458250641366959, + "TN": 3133517, + "TP": 15408, + "n_pred": 17558, + "n_ref": 18509 + }, + "15": { + "Dice": 0.7612482138029584, + "FN": 1953, + "FP": 10411, + "IoU": 0.6145284489477787, + "TN": 3122101, + "TP": 19711, + "n_pred": 30122, + "n_ref": 21664 + }, + "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": 0.7936015118790497, + "FN": 956, + "FP": 2102, + "IoU": 0.6578270113013316, + "TN": 3145239, + "TP": 5879, + "n_pred": 7981, + "n_ref": 6835 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.943812751401514, + "FN": 738, + "FP": 2810, + "IoU": 0.893603622514769, + "TN": 3120829, + "TP": 29799, + "n_pred": 32609, + "n_ref": 30537 + }, + "7": { + "Dice": 0.8940299943640287, + "FN": 6390, + "FP": 1319, + "IoU": 0.8083673063537834, + "TN": 3113948, + "TP": 32519, + "n_pred": 33838, + "n_ref": 38909 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 356, + "IoU": 0.0, + "TN": 3153820, + "TP": 0, + "n_pred": 356, + "n_ref": 0 + }, + "9": { + "Dice": 0.8570556516430969, + "FN": 1040, + "FP": 365, + "IoU": 0.7498664767669575, + "TN": 3148559, + "TP": 4212, + "n_pred": 4577, + "n_ref": 5252 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8081862672401009, + "FN": 1396, + "FP": 5071, + "IoU": 0.6781145786670648, + "TN": 2958853, + "TP": 13624, + "n_pred": 18695, + "n_ref": 15020 + }, + "11": { + "Dice": 0.009615384615384616, + "FN": 0, + "FP": 206, + "IoU": 0.004830917874396135, + "TN": 2978737, + "TP": 1, + "n_pred": 207, + "n_ref": 1 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.789552988448016, + "FN": 15, + "FP": 404, + "IoU": 0.6522821576763486, + "TN": 2977739, + "TP": 786, + "n_pred": 1190, + "n_ref": 801 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 19055, + "IoU": 0.0, + "TN": 2959889, + "TP": 0, + "n_pred": 19055, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 8722, + "IoU": 0.0, + "TN": 2970222, + "TP": 0, + "n_pred": 8722, + "n_ref": 0 + }, + "2": { + "Dice": 0.7040084339834529, + "FN": 11871, + "FP": 1044, + "IoU": 0.5432199193605433, + "TN": 2950670, + "TP": 15359, + "n_pred": 16403, + "n_ref": 27230 + }, + "3": { + "Dice": 0.9330468895946198, + "FN": 1432, + "FP": 5736, + "IoU": 0.8744966207935008, + "TN": 2921830, + "TP": 49946, + "n_pred": 55682, + "n_ref": 51378 + }, + "4": { + "Dice": 0.7176984981940308, + "FN": 4228, + "FP": 227, + "IoU": 0.559695592014232, + "TN": 2968826, + "TP": 5663, + "n_pred": 5890, + "n_ref": 9891 + }, + "5": { + "Dice": 0.0, + "FN": 190, + "FP": 0, + "IoU": 0.0, + "TN": 2978754, + "TP": 0, + "n_pred": 0, + "n_ref": 190 + }, + "6": { + "Dice": 0.9620583769399691, + "FN": 1612, + "FP": 10707, + "IoU": 0.9268906415985662, + "TN": 2810443, + "TP": 156182, + "n_pred": 166889, + "n_ref": 157794 + }, + "7": { + "Dice": 0.09418100347372099, + "FN": 11359, + "FP": 32710, + "IoU": 0.04941760138050043, + "TN": 2932584, + "TP": 2291, + "n_pred": 35001, + "n_ref": 13650 + }, + "8": { + "Dice": 0.9429603380128118, + "FN": 1520, + "FP": 154, + "IoU": 0.8920765908065243, + "TN": 2963433, + "TP": 13837, + "n_pred": 13991, + "n_ref": 15357 + }, + "9": { + "Dice": 0.9546286876907426, + "FN": 947, + "FP": 391, + "IoU": 0.9131957960295835, + "TN": 2963530, + "TP": 14076, + "n_pred": 14467, + "n_ref": 15023 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7310332840879464, + "FN": 960, + "FP": 5230, + "IoU": 0.5760854677441446, + "TN": 3139574, + "TP": 8412, + "n_pred": 13642, + "n_ref": 9372 + }, + "10": { + "Dice": 0.08705114254624592, + "FN": 217, + "FP": 3139, + "IoU": 0.04550625711035267, + "TN": 3150660, + "TP": 160, + "n_pred": 3299, + "n_ref": 377 + }, + "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": 0.7773671275537962, + "FN": 6722, + "FP": 5145, + "IoU": 0.6358140248580635, + "TN": 3121591, + "TP": 20718, + "n_pred": 25863, + "n_ref": 27440 + }, + "14": { + "Dice": 0.17136465324384786, + "FN": 880, + "FP": 2824, + "IoU": 0.09371176902373379, + "TN": 3150089, + "TP": 383, + "n_pred": 3207, + "n_ref": 1263 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 107, + "FP": 0, + "IoU": 0.0, + "TN": 3154069, + "TP": 0, + "n_pred": 0, + "n_ref": 107 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 3154066, + "TP": 0, + "n_pred": 110, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 353, + "IoU": 0.0, + "TN": 3153823, + "TP": 0, + "n_pred": 353, + "n_ref": 0 + }, + "5": { + "Dice": 0.7036712471799079, + "FN": 14827, + "FP": 1066, + "IoU": 0.5428185139372321, + "TN": 3119413, + "TP": 18870, + "n_pred": 19936, + "n_ref": 33697 + }, + "6": { + "Dice": 0.4804560526616684, + "FN": 26732, + "FP": 5075, + "IoU": 0.3161843745968956, + "TN": 3107662, + "TP": 14707, + "n_pred": 19782, + "n_ref": 41439 + }, + "7": { + "Dice": 0.6640619673695859, + "FN": 22367, + "FP": 41690, + "IoU": 0.4970754265166563, + "TN": 3026807, + "TP": 63312, + "n_pred": 105002, + "n_ref": 85679 + }, + "8": { + "Dice": 0.9611814258659409, + "FN": 2341, + "FP": 1410, + "IoU": 0.925263996812114, + "TN": 3103986, + "TP": 46439, + "n_pred": 47849, + "n_ref": 48780 + }, + "9": { + "Dice": 0.6086521630407602, + "FN": 3054, + "FP": 76, + "IoU": 0.4374550682961898, + "TN": 3148612, + "TP": 2434, + "n_pred": 2510, + "n_ref": 5488 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9383870893051471, + "FN": 1115, + "FP": 4207, + "IoU": 0.8839258451472192, + "TN": 2933094, + "TP": 40528, + "n_pred": 44735, + "n_ref": 41643 + }, + "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": 0.14064697609001406, + "FN": 303, + "FP": 308, + "IoU": 0.07564296520423601, + "TN": 2978283, + "TP": 50, + "n_pred": 358, + "n_ref": 353 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4154, + "IoU": 0.0, + "TN": 2974790, + "TP": 0, + "n_pred": 4154, + "n_ref": 0 + }, + "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": 0.5791362741692717, + "FN": 3362, + "FP": 273, + "IoU": 0.40759452411994784, + "TN": 2972808, + "TP": 2501, + "n_pred": 2774, + "n_ref": 5863 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5431, + "IoU": 0.0, + "TN": 2973513, + "TP": 0, + "n_pred": 5431, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9692821963328521, + "FN": 1312, + "FP": 241, + "IoU": 0.9403953175973901, + "TN": 2952889, + "TP": 24502, + "n_pred": 24743, + "n_ref": 25814 + }, + "9": { + "Dice": 0.8982717129730913, + "FN": 174, + "FP": 291, + "IoU": 0.8153296266878475, + "TN": 2976426, + "TP": 2053, + "n_pred": 2344, + "n_ref": 2227 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4053, + "IoU": 0.0, + "TN": 3150123, + "TP": 0, + "n_pred": 4053, + "n_ref": 0 + }, + "10": { + "Dice": 0.09317145968620175, + "FN": 11113, + "FP": 11370, + "IoU": 0.04886200186140959, + "TN": 3130538, + "TP": 1155, + "n_pred": 12525, + "n_ref": 12268 + }, + "11": { + "Dice": 0.0, + "FN": 498, + "FP": 0, + "IoU": 0.0, + "TN": 3153678, + "TP": 0, + "n_pred": 0, + "n_ref": 498 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 106, + "IoU": 0.0, + "TN": 3154070, + "TP": 0, + "n_pred": 106, + "n_ref": 0 + }, + "13": { + "Dice": 0.18997940974605354, + "FN": 5894, + "FP": 7, + "IoU": 0.10495980585469437, + "TN": 3147583, + "TP": 692, + "n_pred": 699, + "n_ref": 6586 + }, + "14": { + "Dice": 0.7736215346007245, + "FN": 10250, + "FP": 8874, + "IoU": 0.6308179378776472, + "TN": 3102375, + "TP": 32677, + "n_pred": 41551, + "n_ref": 42927 + }, + "15": { + "Dice": 0.6505037444103228, + "FN": 694, + "FP": 12280, + "IoU": 0.48203449377195784, + "TN": 3129128, + "TP": 12074, + "n_pred": 24354, + "n_ref": 12768 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 3154126, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "3": { + "Dice": 0.9673096252333317, + "FN": 2234, + "FP": 1864, + "IoU": 0.9366889136077122, + "TN": 3089448, + "TP": 60630, + "n_pred": 62494, + "n_ref": 62864 + }, + "4": { + "Dice": 0.05285190999476714, + "FN": 3620, + "FP": 0, + "IoU": 0.027143241064230047, + "TN": 3150455, + "TP": 101, + "n_pred": 101, + "n_ref": 3721 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 3154110, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "6": { + "Dice": 0.616870568912372, + "FN": 235175, + "FP": 1358, + "IoU": 0.44599627124360586, + "TN": 2727224, + "TP": 190419, + "n_pred": 191777, + "n_ref": 425594 + }, + "7": { + "Dice": 0.149167656109913, + "FN": 13023, + "FP": 22090, + "IoU": 0.08059490455866565, + "TN": 3115985, + "TP": 3078, + "n_pred": 25168, + "n_ref": 16101 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.16902351267676344, + "FN": 2083, + "FP": 7848, + "IoU": 0.09231331688145508, + "TN": 3143235, + "TP": 1010, + "n_pred": 8858, + "n_ref": 3093 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9047460533615777, + "FN": 437, + "FP": 9006, + "IoU": 0.8260605279154156, + "TN": 3099887, + "TP": 44846, + "n_pred": 53852, + "n_ref": 45283 + }, + "10": { + "Dice": 0.1860920666013712, + "FN": 830, + "FP": 1, + "IoU": 0.10259179265658748, + "TN": 3153250, + "TP": 95, + "n_pred": 96, + "n_ref": 925 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 3154174, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "12": { + "Dice": 0.1341991341991342, + "FN": 366, + "FP": 434, + "IoU": 0.07192575406032482, + "TN": 3153314, + "TP": 62, + "n_pred": 496, + "n_ref": 428 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9130695893701674, + "FN": 3904, + "FP": 728, + "IoU": 0.8400442019476483, + "TN": 3125218, + "TP": 24326, + "n_pred": 25054, + "n_ref": 28230 + }, + "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": 0.8046128500823724, + "FN": 6284, + "FP": 239, + "IoU": 0.6730981256890849, + "TN": 3134222, + "TP": 13431, + "n_pred": 13670, + "n_ref": 19715 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5682906881645052, + "FN": 1628, + "FP": 2067, + "IoU": 0.39693161416680267, + "TN": 3148049, + "TP": 2432, + "n_pred": 4499, + "n_ref": 4060 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 824, + "IoU": 0.0, + "TN": 3153352, + "TP": 0, + "n_pred": 824, + "n_ref": 0 + }, + "7": { + "Dice": 0.8827152583783968, + "FN": 13601, + "FP": 128, + "IoU": 0.7900539813129845, + "TN": 3088783, + "TP": 51664, + "n_pred": 51792, + "n_ref": 65265 + }, + "8": { + "Dice": 0.8104146909216312, + "FN": 2039, + "FP": 6757, + "IoU": 0.6812581533555587, + "TN": 3126580, + "TP": 18800, + "n_pred": 25557, + "n_ref": 20839 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 3154174, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9395653468294135, + "FN": 415, + "FP": 194, + "IoU": 0.8860190903986525, + "TN": 2798369, + "TP": 4734, + "n_pred": 4928, + "n_ref": 5149 + }, + "10": { + "Dice": 0.7763510223953262, + "FN": 3473, + "FP": 3877, + "IoU": 0.6344556622071915, + "TN": 2783605, + "TP": 12757, + "n_pred": 16634, + "n_ref": 16230 + }, + "11": { + "Dice": 0.4809688581314879, + "FN": 248, + "FP": 52, + "IoU": 0.31662870159453305, + "TN": 2803273, + "TP": 139, + "n_pred": 191, + "n_ref": 387 + }, + "12": { + "Dice": 0.0, + "FN": 208, + "FP": 149, + "IoU": 0.0, + "TN": 2803355, + "TP": 0, + "n_pred": 149, + "n_ref": 208 + }, + "13": { + "Dice": 0.0390625, + "FN": 672, + "FP": 66, + "IoU": 0.0199203187250996, + "TN": 2802959, + "TP": 15, + "n_pred": 81, + "n_ref": 687 + }, + "14": { + "Dice": 0.22379535033384282, + "FN": 850, + "FP": 8799, + "IoU": 0.1259963768115942, + "TN": 2792672, + "TP": 1391, + "n_pred": 10190, + "n_ref": 2241 + }, + "15": { + "Dice": 0.4122749188867776, + "FN": 44629, + "FP": 838, + "IoU": 0.2596639202787638, + "TN": 2742298, + "TP": 15947, + "n_pred": 16785, + "n_ref": 60576 + }, + "2": { + "Dice": 0.9640650110174125, + "FN": 830, + "FP": 1339, + "IoU": 0.9306230808597749, + "TN": 2772448, + "TP": 29095, + "n_pred": 30434, + "n_ref": 29925 + }, + "3": { + "Dice": 0.7018413597733711, + "FN": 431, + "FP": 1253, + "IoU": 0.5406437534097108, + "TN": 2800046, + "TP": 1982, + "n_pred": 3235, + "n_ref": 2413 + }, + "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": 0.9562153650749463, + "FN": 3115, + "FP": 1918, + "IoU": 0.9161040822790085, + "TN": 2743721, + "TP": 54958, + "n_pred": 56876, + "n_ref": 58073 + }, + "7": { + "Dice": 0.764679672650773, + "FN": 22332, + "FP": 19391, + "IoU": 0.6190132678312164, + "TN": 2694199, + "TP": 67790, + "n_pred": 87181, + "n_ref": 90122 + }, + "8": { + "Dice": 0.9152596368270149, + "FN": 345, + "FP": 1251, + "IoU": 0.8437591776798825, + "TN": 2793497, + "TP": 8619, + "n_pred": 9870, + "n_ref": 8964 + }, + "9": { + "Dice": 0.7132182427209482, + "FN": 941, + "FP": 172, + "IoU": 0.5542651181417702, + "TN": 2801215, + "TP": 1384, + "n_pred": 1556, + "n_ref": 2325 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 1748, + "FP": 1068, + "IoU": 0.0, + "TN": 2800896, + "TP": 0, + "n_pred": 1068, + "n_ref": 1748 + }, + "15": { + "Dice": 0.6121975239167136, + "FN": 10662, + "FP": 364, + "IoU": 0.44112727457042933, + "TN": 2783983, + "TP": 8703, + "n_pred": 9067, + "n_ref": 19365 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1706, + "IoU": 0.0, + "TN": 2802006, + "TP": 0, + "n_pred": 1706, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8692276069976705, + "FN": 1149, + "FP": 1714, + "IoU": 0.7687025367587655, + "TN": 2791334, + "TP": 9515, + "n_pred": 11229, + "n_ref": 10664 + }, + "6": { + "Dice": 0.7429690281238875, + "FN": 4178, + "FP": 1598, + "IoU": 0.5910506938544322, + "TN": 2789588, + "TP": 8348, + "n_pred": 9946, + "n_ref": 12526 + }, + "7": { + "Dice": 0.0, + "FN": 5192, + "FP": 78163, + "IoU": 0.0, + "TN": 2720357, + "TP": 0, + "n_pred": 78163, + "n_ref": 5192 + }, + "8": { + "Dice": 0.9429855689614384, + "FN": 2447, + "FP": 204, + "IoU": 0.8921217547000895, + "TN": 2779138, + "TP": 21923, + "n_pred": 22127, + "n_ref": 24370 + }, + "9": { + "Dice": 0.8785534015586433, + "FN": 1431, + "FP": 2948, + "IoU": 0.7834108220397665, + "TN": 2783494, + "TP": 15839, + "n_pred": 18787, + "n_ref": 17270 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8192019950124688, + "FN": 4727, + "FP": 3973, + "IoU": 0.6937697993664202, + "TN": 3125766, + "TP": 19710, + "n_pred": 23683, + "n_ref": 24437 + }, + "10": { + "Dice": 0.0, + "FN": 614, + "FP": 11862, + "IoU": 0.0, + "TN": 3141700, + "TP": 0, + "n_pred": 11862, + "n_ref": 614 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.2139917695473251, + "FN": 1134, + "FP": 12, + "IoU": 0.11981566820276497, + "TN": 3152874, + "TP": 156, + "n_pred": 168, + "n_ref": 1290 + }, + "13": { + "Dice": 0.3553744520590233, + "FN": 6944, + "FP": 3497, + "IoU": 0.2160822884600946, + "TN": 3140857, + "TP": 2878, + "n_pred": 6375, + "n_ref": 9822 + }, + "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": 107, + "IoU": 0.0, + "TN": 3154069, + "TP": 0, + "n_pred": 107, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.958518950554589, + "FN": 1852, + "FP": 2273, + "IoU": 0.9203421906380349, + "TN": 3102392, + "TP": 47659, + "n_pred": 49932, + "n_ref": 49511 + }, + "4": { + "Dice": 0.26141559118004515, + "FN": 25522, + "FP": 2, + "IoU": 0.1503611730634799, + "TN": 3124135, + "TP": 4517, + "n_pred": 4519, + "n_ref": 30039 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9102458857862457, + "FN": 14121, + "FP": 6762, + "IoU": 0.8352763930081404, + "TN": 3027400, + "TP": 105893, + "n_pred": 112655, + "n_ref": 120014 + }, + "7": { + "Dice": 0.5339534627715933, + "FN": 14013, + "FP": 53725, + "IoU": 0.36421317414728466, + "TN": 3047634, + "TP": 38804, + "n_pred": 92529, + "n_ref": 52817 + }, + "8": { + "Dice": 0.5661143238434164, + "FN": 15289, + "FP": 317, + "IoU": 0.39481133904680654, + "TN": 3128389, + "TP": 10181, + "n_pred": 10498, + "n_ref": 25470 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 115, + "IoU": 0.0, + "TN": 3154061, + "TP": 0, + "n_pred": 115, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9456800498427923, + "FN": 998, + "FP": 2751, + "IoU": 0.8969573702003683, + "TN": 2767329, + "TP": 32634, + "n_pred": 35385, + "n_ref": 33632 + }, + "10": { + "Dice": 0.7624434389140271, + "FN": 158, + "FP": 1312, + "IoU": 0.6160877513711152, + "TN": 2799883, + "TP": 2359, + "n_pred": 3671, + "n_ref": 2517 + }, + "11": { + "Dice": 0.0, + "FN": 506, + "FP": 0, + "IoU": 0.0, + "TN": 2803206, + "TP": 0, + "n_pred": 0, + "n_ref": 506 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 2803655, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "13": { + "Dice": 0.8741623756789165, + "FN": 2493, + "FP": 1075, + "IoU": 0.7764551093289894, + "TN": 2787751, + "TP": 12393, + "n_pred": 13468, + "n_ref": 14886 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 325, + "IoU": 0.0, + "TN": 2803387, + "TP": 0, + "n_pred": 325, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9642857142857143, + "FN": 134, + "FP": 40, + "IoU": 0.9310344827586207, + "TN": 2801189, + "TP": 2349, + "n_pred": 2389, + "n_ref": 2483 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.05067064083457526, + "FN": 804, + "FP": 470, + "IoU": 0.02599388379204893, + "TN": 2802404, + "TP": 34, + "n_pred": 504, + "n_ref": 838 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9781391915071668, + "FN": 5453, + "FP": 4526, + "IoU": 0.9572137255658602, + "TN": 2570483, + "TP": 223250, + "n_pred": 227776, + "n_ref": 228703 + }, + "7": { + "Dice": 0.7733116354759968, + "FN": 328, + "FP": 1065, + "IoU": 0.6304059432210135, + "TN": 2799943, + "TP": 2376, + "n_pred": 3441, + "n_ref": 2704 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7759919638372677, + "FN": 823, + "FP": 69, + "IoU": 0.6339762002462044, + "TN": 2801275, + "TP": 1545, + "n_pred": 1614, + "n_ref": 2368 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5175, + "FN": 674, + "FP": 98, + "IoU": 0.3490725126475548, + "TN": 2802526, + "TP": 414, + "n_pred": 512, + "n_ref": 1088 + }, + "10": { + "Dice": 0.8686701372456224, + "FN": 434, + "FP": 676, + "IoU": 0.7678309976992261, + "TN": 2798931, + "TP": 3671, + "n_pred": 4347, + "n_ref": 4105 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 377, + "IoU": 0.0, + "TN": 2803335, + "TP": 0, + "n_pred": 377, + "n_ref": 0 + }, + "12": { + "Dice": 0.6486603284356093, + "FN": 1130, + "FP": 496, + "IoU": 0.4800127918132395, + "TN": 2800585, + "TP": 1501, + "n_pred": 1997, + "n_ref": 2631 + }, + "13": { + "Dice": 0.2665278500780843, + "FN": 2803, + "FP": 15, + "IoU": 0.15375375375375375, + "TN": 2800382, + "TP": 512, + "n_pred": 527, + "n_ref": 3315 + }, + "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": 3125, + "IoU": 0.0, + "TN": 2800587, + "TP": 0, + "n_pred": 3125, + "n_ref": 0 + }, + "3": { + "Dice": 0.6150371087447564, + "FN": 4038, + "FP": 734, + "IoU": 0.4440820130475303, + "TN": 2795128, + "TP": 3812, + "n_pred": 4546, + "n_ref": 7850 + }, + "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": 0.16877637130801687, + "FN": 6, + "FP": 191, + "IoU": 0.09216589861751152, + "TN": 2803495, + "TP": 20, + "n_pred": 211, + "n_ref": 26 + }, + "7": { + "Dice": 0.057971014492753624, + "FN": 65, + "FP": 0, + "IoU": 0.029850746268656716, + "TN": 2803645, + "TP": 2, + "n_pred": 2, + "n_ref": 67 + }, + "8": { + "Dice": 0.9329579814409342, + "FN": 1403, + "FP": 1812, + "IoU": 0.8743404338479578, + "TN": 2778127, + "TP": 22370, + "n_pred": 24182, + "n_ref": 23773 + }, + "9": { + "Dice": 0.8871538008249853, + "FN": 1737, + "FP": 561, + "IoU": 0.7971935398464389, + "TN": 2792381, + "TP": 9033, + "n_pred": 9594, + "n_ref": 10770 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.2, + "FN": 216, + "FP": 0, + "IoU": 0.1111111111111111, + "TN": 3504397, + "TP": 27, + "n_pred": 27, + "n_ref": 243 + }, + "11": { + "Dice": 0.19926799511996746, + "FN": 1412, + "FP": 557, + "IoU": 0.11065943992773261, + "TN": 3502426, + "TP": 245, + "n_pred": 802, + "n_ref": 1657 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 877, + "IoU": 0.0, + "TN": 3503763, + "TP": 0, + "n_pred": 877, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 3504637, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "14": { + "Dice": 0.8508502927237246, + "FN": 462, + "FP": 5423, + "IoU": 0.7404172731683649, + "TN": 3481969, + "TP": 16786, + "n_pred": 22209, + "n_ref": 17248 + }, + "15": { + "Dice": 0.7368043731517161, + "FN": 131, + "FP": 5743, + "IoU": 0.5832860385925085, + "TN": 3490544, + "TP": 8222, + "n_pred": 13965, + "n_ref": 8353 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 3504565, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "4": { + "Dice": 0.6296196385217157, + "FN": 9602, + "FP": 9, + "IoU": 0.4594488188976378, + "TN": 3486860, + "TP": 8169, + "n_pred": 8178, + "n_ref": 17771 + }, + "5": { + "Dice": 0.6818181818181818, + "FN": 12, + "FP": 2, + "IoU": 0.5172413793103449, + "TN": 3504611, + "TP": 15, + "n_pred": 17, + "n_ref": 27 + }, + "6": { + "Dice": 0.8693404992458289, + "FN": 14922, + "FP": 10459, + "IoU": 0.7688791352887075, + "TN": 3394823, + "TP": 84436, + "n_pred": 94895, + "n_ref": 99358 + }, + "7": { + "Dice": 0.0, + "FN": 49, + "FP": 9229, + "IoU": 0.0, + "TN": 3495362, + "TP": 0, + "n_pred": 9229, + "n_ref": 49 + }, + "8": { + "Dice": 0.8093278463648834, + "FN": 134, + "FP": 5, + "IoU": 0.6797235023041475, + "TN": 3504206, + "TP": 295, + "n_pred": 300, + "n_ref": 429 + }, + "9": { + "Dice": 0.7418640812219884, + "FN": 7678, + "FP": 6433, + "IoU": 0.589653367453763, + "TN": 3470252, + "TP": 20277, + "n_pred": 26710, + "n_ref": 27955 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811548/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset270_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-random__seed-12347/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.5082318187318641, + "FN": 2631.622666666666, + "FP": 2576.3804444444445, + "IoU": 0.4327792729398463, + "TN": 2904407.351111111, + "TP": 10917.979111111112, + "n_pred": 13494.359555555555, + "n_ref": 13549.601777777778 + }, + "mean": { + "1": { + "Dice": 0.5854440834572526, + "FN": 3726.04, + "FP": 1187.2733333333333, + "IoU": 0.5279025265632051, + "TN": 2903471.34, + "TP": 12148.679999999998, + "n_pred": 13335.953333333333, + "n_ref": 15874.719999999998 + }, + "10": { + "Dice": 0.5052986364541745, + "FN": 2621.4333333333334, + "FP": 2260.3399999999997, + "IoU": 0.4082325314412068, + "TN": 2910191.5, + "TP": 5460.06, + "n_pred": 7720.4, + "n_ref": 8081.493333333334 + }, + "11": { + "Dice": 0.2353199762106366, + "FN": 258.1066666666667, + "FP": 103.39333333333335, + "IoU": 0.1666777800761519, + "TN": 2920019.1266666665, + "TP": 152.70666666666665, + "n_pred": 256.1, + "n_ref": 410.81333333333333 + }, + "12": { + "Dice": 0.1951800061823618, + "FN": 334.12666666666667, + "FP": 126.97999999999999, + "IoU": 0.1333291218094949, + "TN": 2919864.1933333334, + "TP": 208.0333333333333, + "n_pred": 335.0133333333333, + "n_ref": 542.1600000000001 + }, + "13": { + "Dice": 0.40898081916333934, + "FN": 2745.46, + "FP": 2188.166666666667, + "IoU": 0.3071185483818209, + "TN": 2911634.98, + "TP": 3964.726666666667, + "n_pred": 6152.8933333333325, + "n_ref": 6710.1866666666665 + }, + "14": { + "Dice": 0.4301360716564143, + "FN": 3320.66, + "FP": 3351.88, + "IoU": 0.3584109260199545, + "TN": 2908265.3266666667, + "TP": 5595.466666666667, + "n_pred": 8947.346666666666, + "n_ref": 8916.126666666667 + }, + "15": { + "Dice": 0.3639993718438054, + "FN": 1785.2199999999998, + "FP": 1560.3400000000001, + "IoU": 0.29049318284458214, + "TN": 2913236.3733333335, + "TP": 3951.4, + "n_pred": 5511.740000000001, + "n_ref": 5736.62 + }, + "2": { + "Dice": 0.5884315737506396, + "FN": 1599.1533333333334, + "FP": 1842.8133333333335, + "IoU": 0.5347872422601023, + "TN": 2908435.4799999995, + "TP": 8655.886666666667, + "n_pred": 10498.7, + "n_ref": 10255.04 + }, + "3": { + "Dice": 0.5519118821387217, + "FN": 3212.1800000000003, + "FP": 1901.0066666666667, + "IoU": 0.49212087208728655, + "TN": 2905794.666666667, + "TP": 9625.48, + "n_pred": 11526.486666666668, + "n_ref": 12837.66 + }, + "4": { + "Dice": 0.45514024622327476, + "FN": 1239.3466666666668, + "FP": 1016.6133333333333, + "IoU": 0.3850218217255158, + "TN": 2915320.913333333, + "TP": 2956.46, + "n_pred": 3973.073333333333, + "n_ref": 4195.806666666666 + }, + "5": { + "Dice": 0.48267067145971704, + "FN": 572.8933333333333, + "FP": 283.77333333333337, + "IoU": 0.3866677559275655, + "TN": 2918504.3133333335, + "TP": 1172.3533333333332, + "n_pred": 1456.1266666666666, + "n_ref": 1745.2466666666667 + }, + "6": { + "Dice": 0.7894960531726746, + "FN": 7159.213333333333, + "FP": 11600.606666666667, + "IoU": 0.7250205394023703, + "TN": 2825684.1999999997, + "TP": 76089.31333333332, + "n_pred": 87689.92000000001, + "n_ref": 83248.52666666667 + }, + "7": { + "Dice": 0.5239948901427552, + "FN": 8357.273333333333, + "FP": 9098.766666666666, + "IoU": 0.43338358350224127, + "TN": 2884742.0333333337, + "TP": 18335.260000000002, + "n_pred": 27434.026666666665, + "n_ref": 26692.533333333333 + }, + "8": { + "Dice": 0.8450782123499392, + "FN": 1538.6933333333332, + "FP": 826.4533333333335, + "IoU": 0.775774950439957, + "TN": 2908361.96, + "TP": 9806.226666666666, + "n_pred": 10632.679999999998, + "n_ref": 11344.920000000002 + }, + "9": { + "Dice": 0.6623947867722545, + "FN": 1004.54, + "FP": 1297.3000000000002, + "IoU": 0.5667477116162403, + "TN": 2912583.8600000003, + "TP": 5647.633333333333, + "n_pred": 6944.9333333333325, + "n_ref": 6652.173333333332 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/loop_001/summary.json b/nnActive_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6c5113eb5950425ba68495c04fdc035bce5a73a7 --- /dev/null +++ b/nnActive_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7824769246976192, + "FN": 16426.502666666667, + "FP": 14580.024, + "IoU": 0.6855151790920927, + "TN": 96255790.28533334, + "TP": 170164.028, + "n_pred": 184744.052, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9222797536980433, + "FN": 7241.4, + "FP": 15266.96, + "IoU": 0.8735329318791482, + "TN": 96247405.74, + "TP": 187046.74, + "n_pred": 202313.7, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7916513531996995, + "FN": 13798.38, + "FP": 14292.92, + "IoU": 0.674314623868087, + "TN": 96368445.36, + "TP": 60424.18, + "n_pred": 74717.1, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.5653647263275215, + "FN": 2028.26, + "FP": 341.9, + "IoU": 0.40973063753385985, + "TN": 96452918.56, + "TP": 1672.12, + "n_pred": 2014.02, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.513383228034928, + "FN": 2435.72, + "FP": 687.2, + "IoU": 0.3691512186703673, + "TN": 96452036.98, + "TP": 1800.94, + "n_pred": 2488.14, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.6811638418598236, + "FN": 19064.86, + "FP": 14877.64, + "IoU": 0.5383412386650047, + "TN": 96384225.06, + "TP": 38793.28, + "n_pred": 53670.92, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7576084318977057, + "FN": 29359.24, + "FP": 22799.4, + "IoU": 0.6599039969432828, + "TN": 96295803.3, + "TP": 108998.9, + "n_pred": 131798.3, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.7069699475700165, + "FN": 11069.9, + "FP": 14482.78, + "IoU": 0.5878711827737809, + "TN": 96388431.02, + "TP": 42977.14, + "n_pred": 57459.92, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.9176871556799197, + "FN": 17220.88, + "FP": 7091.44, + "IoU": 0.8564296054100174, + "TN": 96293027.7, + "TP": 139620.82, + "n_pred": 146712.26, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9195884379746937, + "FN": 7837.04, + "FP": 19802.64, + "IoU": 0.8577766247890607, + "TN": 96273755.62, + "TP": 155565.54, + "n_pred": 175368.18, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.7303062658122371, + "FN": 5181.38, + "FP": 5102.98, + "IoU": 0.6372055459090152, + "TN": 96425280.36, + "TP": 21396.12, + "n_pred": 26499.1, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.6201297958252407, + "FN": 9452.68, + "FP": 2092.7, + "IoU": 0.48348679445869674, + "TN": 96437715.98, + "TP": 7699.48, + "n_pred": 9792.18, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9623416258556508, + "FN": 55365.44, + "FP": 48789.76, + "IoU": 0.9284145726629971, + "TN": 95048947.46, + "TP": 1303858.18, + "n_pred": 1352647.94, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.8588680921832593, + "FN": 44482.0, + "FP": 32816.96, + "IoU": 0.7793726964103367, + "TN": 96085219.22, + "TP": 294442.66, + "n_pred": 327259.62, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9194988151243537, + "FN": 12153.36, + "FP": 10679.24, + "IoU": 0.852692324200163, + "TN": 96313912.42, + "TP": 120215.82, + "n_pred": 130895.06, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8703123994211939, + "FN": 9707.0, + "FP": 9575.84, + "IoU": 0.7745036922075714, + "TN": 96369729.5, + "TP": 67948.5, + "n_pred": 77524.34, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9206835749287515, + "FN": 2881, + "FP": 12593, + "IoU": 0.8530247048431371, + "TN": 119488037, + "TP": 89809, + "n_pred": 102402, + "n_ref": 92690 + }, + "10": { + "Dice": 0.8096900097575621, + "FN": 10610, + "FP": 19816, + "IoU": 0.6802345745183971, + "TN": 119498169, + "TP": 64725, + "n_pred": 84541, + "n_ref": 75335 + }, + "11": { + "Dice": 0.6648083623693379, + "FN": 1638, + "FP": 286, + "IoU": 0.4979123173277662, + "TN": 119589488, + "TP": 1908, + "n_pred": 2194, + "n_ref": 3546 + }, + "12": { + "Dice": 0.48131209588393, + "FN": 2939, + "FP": 350, + "IoU": 0.31692627206645896, + "TN": 119588505, + "TP": 1526, + "n_pred": 1876, + "n_ref": 4465 + }, + "13": { + "Dice": 0.5926937184400546, + "FN": 16723, + "FP": 32803, + "IoU": 0.42115474520804114, + "TN": 119507760, + "TP": 36034, + "n_pred": 68837, + "n_ref": 52757 + }, + "14": { + "Dice": 0.3509502002521102, + "FN": 192499, + "FP": 10884, + "IoU": 0.21281964941614512, + "TN": 119334951, + "TP": 54986, + "n_pred": 65870, + "n_ref": 247485 + }, + "15": { + "Dice": 0.004923366941245481, + "FN": 32372, + "FP": 166103, + "IoU": 0.0024677583104651046, + "TN": 119394354, + "TP": 491, + "n_pred": 166594, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9563639681626122, + "FN": 4541, + "FP": 7893, + "IoU": 0.9163769158859648, + "TN": 119444629, + "TP": 136257, + "n_pred": 144150, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9312888810001632, + "FN": 7727, + "FP": 16274, + "IoU": 0.8714131110301524, + "TN": 119406668, + "TP": 162651, + "n_pred": 178925, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8661596158564369, + "FN": 15923, + "FP": 3170, + "IoU": 0.7639167099438633, + "TN": 119512446, + "TP": 61781, + "n_pred": 64951, + "n_ref": 77704 + }, + "5": { + "Dice": 0.004061873315536027, + "FN": 64105, + "FP": 13866, + "IoU": 0.002035069755535646, + "TN": 119515190, + "TP": 159, + "n_pred": 14025, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9682192568333395, + "FN": 26572, + "FP": 49275, + "IoU": 0.9383963242633866, + "TN": 118362111, + "TP": 1155362, + "n_pred": 1204637, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 130672, + "IoU": 0.0, + "TN": 119462648, + "TP": 0, + "n_pred": 130672, + "n_ref": 0 + }, + "8": { + "Dice": 0.8881016730215271, + "FN": 36931, + "FP": 25960, + "IoU": 0.7987256131906396, + "TN": 119280856, + "TP": 249573, + "n_pred": 275533, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8517113419159567, + "FN": 14908, + "FP": 6551, + "IoU": 0.741722332551002, + "TN": 119510235, + "TP": 61626, + "n_pred": 68177, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9587876469212948, + "FN": 8123, + "FP": 7389, + "IoU": 0.9208377561851883, + "TN": 72629708, + "TP": 180440, + "n_pred": 187829, + "n_ref": 188563 + }, + "10": { + "Dice": 0.7721438414135126, + "FN": 13257, + "FP": 19318, + "IoU": 0.6288552905923503, + "TN": 72737891, + "TP": 55194, + "n_pred": 74512, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6105515587529976, + "FN": 974, + "FP": 650, + "IoU": 0.43942008974801516, + "TN": 72822763, + "TP": 1273, + "n_pred": 1923, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6354968830216355, + "FN": 1141, + "FP": 847, + "IoU": 0.46573501746842244, + "TN": 72821939, + "TP": 1733, + "n_pred": 2580, + "n_ref": 2874 + }, + "13": { + "Dice": 0.711101165739616, + "FN": 16816, + "FP": 10296, + "IoU": 0.5517121645529853, + "TN": 72765181, + "TP": 33367, + "n_pred": 43663, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8754897370820294, + "FN": 5828, + "FP": 14384, + "IoU": 0.7785520203348234, + "TN": 72734388, + "TP": 71060, + "n_pred": 85444, + "n_ref": 76888 + }, + "15": { + "Dice": 0.8300938621181189, + "FN": 8123, + "FP": 5942, + "IoU": 0.7095388555025505, + "TN": 72777237, + "TP": 34358, + "n_pred": 40300, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9595789174407339, + "FN": 7590, + "FP": 3215, + "IoU": 0.9222986092134218, + "TN": 72686602, + "TP": 128253, + "n_pred": 131468, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9609939413723821, + "FN": 3506, + "FP": 6531, + "IoU": 0.9249165906132647, + "TN": 72691982, + "TP": 123641, + "n_pred": 130172, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8564014148344323, + "FN": 2919, + "FP": 5160, + "IoU": 0.7488654025489586, + "TN": 72793490, + "TP": 24091, + "n_pred": 29251, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7274991352473192, + "FN": 3381, + "FP": 558, + "IoU": 0.5717081657062085, + "TN": 72816463, + "TP": 5258, + "n_pred": 5816, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9583369770362552, + "FN": 40672, + "FP": 60807, + "IoU": 0.9200067160967181, + "TN": 71557066, + "TP": 1167115, + "n_pred": 1227922, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.9098683793547842, + "FN": 23547, + "FP": 19115, + "IoU": 0.8346408471449169, + "TN": 72567664, + "TP": 215334, + "n_pred": 234449, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9243931037477744, + "FN": 4979, + "FP": 3726, + "IoU": 0.8594153746770026, + "TN": 72763740, + "TP": 53215, + "n_pred": 56941, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8632399331972537, + "FN": 12857, + "FP": 7779, + "IoU": 0.7593862226575253, + "TN": 72739896, + "TP": 65128, + "n_pred": 72907, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9648380881251792, + "FN": 9419, + "FP": 8848, + "IoU": 0.9320649041054115, + "TN": 71540599, + "TP": 250622, + "n_pred": 259470, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8446765570989974, + "FN": 15033, + "FP": 13905, + "IoU": 0.7311169545543239, + "TN": 71701865, + "TP": 78685, + "n_pred": 92590, + "n_ref": 93718 + }, + "11": { + "Dice": 0.5337682271680737, + "FN": 1978, + "FP": 452, + "IoU": 0.3640408270086365, + "TN": 71805667, + "TP": 1391, + "n_pred": 1843, + "n_ref": 3369 + }, + "12": { + "Dice": 0.45332494231172643, + "FN": 4348, + "FP": 864, + "IoU": 0.2930964329309643, + "TN": 71802115, + "TP": 2161, + "n_pred": 3025, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7886274742709756, + "FN": 17426, + "FP": 7487, + "IoU": 0.6510197792346053, + "TN": 71738100, + "TP": 46475, + "n_pred": 53962, + "n_ref": 63901 + }, + "14": { + "Dice": 0.8788871070003357, + "FN": 109773, + "FP": 3886, + "IoU": 0.783941664116246, + "TN": 71283431, + "TP": 412398, + "n_pred": 416284, + "n_ref": 522171 + }, + "15": { + "Dice": 0.8293837386728117, + "FN": 47493, + "FP": 7297, + "IoU": 0.7085018088955097, + "TN": 71621528, + "TP": 133170, + "n_pred": 140467, + "n_ref": 180663 + }, + "2": { + "Dice": 0.937997138276415, + "FN": 10848, + "FP": 7135, + "IoU": 0.883234096708634, + "TN": 71655479, + "TP": 136026, + "n_pred": 143161, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9438178847201307, + "FN": 8250, + "FP": 12792, + "IoU": 0.8936128259187914, + "TN": 71611701, + "TP": 176745, + "n_pred": 189537, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7467367448307728, + "FN": 1046, + "FP": 7724, + "IoU": 0.5958339093967464, + "TN": 71787789, + "TP": 12929, + "n_pred": 20653, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8142449092416844, + "FN": 1506, + "FP": 2526, + "IoU": 0.6866889424197684, + "TN": 71796619, + "TP": 8837, + "n_pred": 11363, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9704010958145614, + "FN": 42427, + "FP": 31129, + "IoU": 0.9425040099302444, + "TN": 70530164, + "TP": 1205768, + "n_pred": 1236897, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.931380486657606, + "FN": 11394, + "FP": 21575, + "IoU": 0.8715735348538263, + "TN": 71552773, + "TP": 223746, + "n_pred": 245321, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9185871438547933, + "FN": 9548, + "FP": 3159, + "IoU": 0.8494324241059791, + "TN": 71725094, + "TP": 71687, + "n_pred": 74846, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8570711850492012, + "FN": 12990, + "FP": 12080, + "IoU": 0.7498902589887865, + "TN": 71709252, + "TP": 75166, + "n_pred": 87246, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9453265171801322, + "FN": 4496, + "FP": 19760, + "IoU": 0.8963214990981133, + "TN": 135211556, + "TP": 209698, + "n_pred": 229458, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8202018814018333, + "FN": 13508, + "FP": 17895, + "IoU": 0.6952052800155295, + "TN": 135342480, + "TP": 71627, + "n_pred": 89522, + "n_ref": 85135 + }, + "11": { + "Dice": 0.41631799163179917, + "FN": 2552, + "FP": 238, + "IoU": 0.2628797886393659, + "TN": 135441725, + "TP": 995, + "n_pred": 1233, + "n_ref": 3547 + }, + "12": { + "Dice": 0.4307822172200338, + "FN": 3977, + "FP": 69, + "IoU": 0.27452035144342835, + "TN": 135439933, + "TP": 1531, + "n_pred": 1600, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7317730462016557, + "FN": 10432, + "FP": 11664, + "IoU": 0.5770048050232593, + "TN": 135393273, + "TP": 30141, + "n_pred": 41805, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8923445139206153, + "FN": 12150, + "FP": 19426, + "IoU": 0.8056155773480833, + "TN": 135283069, + "TP": 130865, + "n_pred": 150291, + "n_ref": 143015 + }, + "15": { + "Dice": 0.804185539339037, + "FN": 12949, + "FP": 5727, + "IoU": 0.6725002630379125, + "TN": 135388484, + "TP": 38350, + "n_pred": 44077, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9352243652824247, + "FN": 19464, + "FP": 6866, + "IoU": 0.8783299831334765, + "TN": 135229105, + "TP": 190075, + "n_pred": 196941, + "n_ref": 209539 + }, + "3": { + "Dice": 0.9223891689574585, + "FN": 20842, + "FP": 13828, + "IoU": 0.8559575891280594, + "TN": 135204817, + "TP": 206023, + "n_pred": 219851, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8560317316761199, + "FN": 3713, + "FP": 7430, + "IoU": 0.7483002416932077, + "TN": 135401239, + "TP": 33128, + "n_pred": 40558, + "n_ref": 36841 + }, + "5": { + "Dice": 0.3557949961921417, + "FN": 21737, + "FP": 1102, + "IoU": 0.2163933301310643, + "TN": 135416364, + "TP": 6307, + "n_pred": 7409, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9652725039138469, + "FN": 38627, + "FP": 78208, + "IoU": 0.9328760543862814, + "TN": 133704924, + "TP": 1623751, + "n_pred": 1701959, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.8629337389485693, + "FN": 17426, + "FP": 40246, + "IoU": 0.758912447327938, + "TN": 135206294, + "TP": 181544, + "n_pred": 221790, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8897402578546953, + "FN": 44502, + "FP": 16252, + "IoU": 0.8013802753358332, + "TN": 135139629, + "TP": 245127, + "n_pred": 261379, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8606152510617724, + "FN": 19715, + "FP": 5654, + "IoU": 0.7553333076151532, + "TN": 135341822, + "TP": 78319, + "n_pred": 83973, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9177005828751542, + "FN": 11940, + "FP": 31873, + "IoU": 0.8479174693755706, + "TN": 105465918, + "TP": 244274, + "n_pred": 276147, + "n_ref": 256214 + }, + "10": { + "Dice": 0.43348296804858727, + "FN": 31757, + "FP": 43332, + "IoU": 0.2767176859281235, + "TN": 105650188, + "TP": 28728, + "n_pred": 72060, + "n_ref": 60485 + }, + "11": { + "Dice": 0.705015923566879, + "FN": 698, + "FP": 784, + "IoU": 0.54442053489087, + "TN": 105750752, + "TP": 1771, + "n_pred": 2555, + "n_ref": 2469 + }, + "12": { + "Dice": 0.575809199318569, + "FN": 2207, + "FP": 1030, + "IoU": 0.4043062200956938, + "TN": 105748571, + "TP": 2197, + "n_pred": 3227, + "n_ref": 4404 + }, + "13": { + "Dice": 0.4823427224221367, + "FN": 51748, + "FP": 10829, + "IoU": 0.3178205840991595, + "TN": 105662274, + "TP": 29154, + "n_pred": 39983, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9451608802691758, + "FN": 14734, + "FP": 6405, + "IoU": 0.8960237277797999, + "TN": 105550699, + "TP": 182167, + "n_pred": 188572, + "n_ref": 196901 + }, + "15": { + "Dice": 0.828860230045312, + "FN": 5341, + "FP": 3988, + "IoU": 0.7077380952380953, + "TN": 105722085, + "TP": 22591, + "n_pred": 26579, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9374597708285004, + "FN": 9431, + "FP": 9710, + "IoU": 0.8822816728167282, + "TN": 105591405, + "TP": 143459, + "n_pred": 153169, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9475223958107932, + "FN": 7252, + "FP": 10937, + "IoU": 0.9002779650981102, + "TN": 105571608, + "TP": 164208, + "n_pred": 175145, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6063921681543334, + "FN": 19794, + "FP": 7546, + "IoU": 0.4351239669421488, + "TN": 105705605, + "TP": 21060, + "n_pred": 28606, + "n_ref": 40854 + }, + "5": { + "Dice": 0.765853856453118, + "FN": 2927, + "FP": 2844, + "IoU": 0.6205536195673614, + "TN": 105738796, + "TP": 9438, + "n_pred": 12282, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9574003296635782, + "FN": 79579, + "FP": 50082, + "IoU": 0.9182818265755333, + "TN": 104167320, + "TP": 1457024, + "n_pred": 1507106, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8815105843213541, + "FN": 15072, + "FP": 53026, + "IoU": 0.7881259956192752, + "TN": 105432597, + "TP": 253310, + "n_pred": 306336, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8244447282336415, + "FN": 4742, + "FP": 31000, + "IoU": 0.7013236621318982, + "TN": 105634337, + "TP": 83926, + "n_pred": 114926, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8288332504568967, + "FN": 10635, + "FP": 15870, + "IoU": 0.7076987549213141, + "TN": 105663328, + "TP": 64172, + "n_pred": 80042, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9670888267255251, + "FN": 7449, + "FP": 9281, + "IoU": 0.9362749205817151, + "TN": 96875346, + "TP": 245804, + "n_pred": 255085, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8275822491125376, + "FN": 11628, + "FP": 30434, + "IoU": 0.7058765943164019, + "TN": 96994872, + "TP": 100946, + "n_pred": 131380, + "n_ref": 112574 + }, + "11": { + "Dice": 0.6346389228886169, + "FN": 1487, + "FP": 901, + "IoU": 0.4648139847601972, + "TN": 97133418, + "TP": 2074, + "n_pred": 2975, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7494542808634489, + "FN": 1428, + "FP": 638, + "IoU": 0.5993017843289372, + "TN": 97132724, + "TP": 3090, + "n_pred": 3728, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7558863093106752, + "FN": 10843, + "FP": 14382, + "IoU": 0.607570123990728, + "TN": 97073601, + "TP": 39054, + "n_pred": 53436, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9430946060036629, + "FN": 17038, + "FP": 12821, + "IoU": 0.8923169579423411, + "TN": 96860594, + "TP": 247427, + "n_pred": 260248, + "n_ref": 264465 + }, + "15": { + "Dice": 0.7442341549295775, + "FN": 5463, + "FP": 6159, + "IoU": 0.5926536048508639, + "TN": 97109349, + "TP": 16909, + "n_pred": 23068, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9387325401300435, + "FN": 6480, + "FP": 10688, + "IoU": 0.8845390776845943, + "TN": 96989189, + "TP": 131523, + "n_pred": 142211, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9421161720843233, + "FN": 9375, + "FP": 8945, + "IoU": 0.8905667590557201, + "TN": 96970472, + "TP": 149088, + "n_pred": 158033, + "n_ref": 158463 + }, + "4": { + "Dice": 0.8996864666678088, + "FN": 1240, + "FP": 4615, + "IoU": 0.8176637289402385, + "TN": 97105769, + "TP": 26256, + "n_pred": 30871, + "n_ref": 27496 + }, + "5": { + "Dice": 0.7580370999926096, + "FN": 4376, + "FP": 2172, + "IoU": 0.6103540612912823, + "TN": 97121075, + "TP": 10257, + "n_pred": 12429, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9723492559326639, + "FN": 47309, + "FP": 35331, + "IoU": 0.9461864953108537, + "TN": 95602206, + "TP": 1453034, + "n_pred": 1488365, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9435803151035732, + "FN": 9958, + "FP": 19256, + "IoU": 0.8931869867571461, + "TN": 96864374, + "TP": 244292, + "n_pred": 263548, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9256597158507495, + "FN": 9510, + "FP": 9531, + "IoU": 0.8616075646681736, + "TN": 97000293, + "TP": 118546, + "n_pred": 128077, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8166734745482485, + "FN": 5601, + "FP": 22674, + "IoU": 0.6901505687421922, + "TN": 97046626, + "TP": 62979, + "n_pred": 85653, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8859805055515448, + "FN": 2307, + "FP": 41758, + "IoU": 0.7953007195715088, + "TN": 130551525, + "TP": 171202, + "n_pred": 212960, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8391244097721207, + "FN": 11850, + "FP": 13226, + "IoU": 0.7228375002763224, + "TN": 130676318, + "TP": 65398, + "n_pred": 78624, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7028281363306744, + "FN": 1626, + "FP": 423, + "IoU": 0.5418157423971377, + "TN": 130762320, + "TP": 2423, + "n_pred": 2846, + "n_ref": 4049 + }, + "12": { + "Dice": 0.6368319381841597, + "FN": 1350, + "FP": 906, + "IoU": 0.46717052432687767, + "TN": 130762558, + "TP": 1978, + "n_pred": 2884, + "n_ref": 3328 + }, + "13": { + "Dice": 0.8037985387633608, + "FN": 13840, + "FP": 9362, + "IoU": 0.6719591680922959, + "TN": 130696063, + "TP": 47527, + "n_pred": 56889, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9454532193510546, + "FN": 3873, + "FP": 14076, + "IoU": 0.8965493392045094, + "TN": 130593289, + "TP": 155554, + "n_pred": 169630, + "n_ref": 159427 + }, + "15": { + "Dice": 0.671548458967694, + "FN": 6184, + "FP": 15929, + "IoU": 0.5055121983944185, + "TN": 130722073, + "TP": 22606, + "n_pred": 38535, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9104141816163358, + "FN": 12156, + "FP": 18186, + "IoU": 0.8355598671125154, + "TN": 130582275, + "TP": 154175, + "n_pred": 172361, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9058428818678729, + "FN": 17149, + "FP": 13806, + "IoU": 0.8278910467760499, + "TN": 130586935, + "TP": 148902, + "n_pred": 162708, + "n_ref": 166051 + }, + "4": { + "Dice": 0.8934799659563106, + "FN": 3166, + "FP": 3217, + "IoU": 0.8074684040659971, + "TN": 130733639, + "TP": 26770, + "n_pred": 29987, + "n_ref": 29936 + }, + "5": { + "Dice": 0.4488083713640345, + "FN": 21573, + "FP": 2341, + "IoU": 0.28933135215453193, + "TN": 130733142, + "TP": 9736, + "n_pred": 12077, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9646883002355687, + "FN": 29322, + "FP": 66419, + "IoU": 0.931785374834524, + "TN": 129363266, + "TP": 1307785, + "n_pred": 1374204, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9304141755110225, + "FN": 20945, + "FP": 42568, + "IoU": 0.8698826725340643, + "TN": 130278671, + "TP": 424608, + "n_pred": 467176, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8964810882906541, + "FN": 14461, + "FP": 35367, + "IoU": 0.8123839825291338, + "TN": 130501207, + "TP": 215757, + "n_pred": 251124, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8734775961666718, + "FN": 16899, + "FP": 7763, + "IoU": 0.7753752550276887, + "TN": 130657000, + "TP": 85130, + "n_pred": 92893, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8949190587608666, + "FN": 12664, + "FP": 31528, + "IoU": 0.809822181674212, + "TN": 72003636, + "TP": 188180, + "n_pred": 219708, + "n_ref": 200844 + }, + "10": { + "Dice": 0.4855657163349471, + "FN": 40999, + "FP": 4905, + "IoU": 0.3206251479990528, + "TN": 72168440, + "TP": 21664, + "n_pred": 26569, + "n_ref": 62663 + }, + "11": { + "Dice": 0.360132490213791, + "FN": 2089, + "FP": 36, + "IoU": 0.2196107234667646, + "TN": 72233285, + "TP": 598, + "n_pred": 634, + "n_ref": 2687 + }, + "12": { + "Dice": 0.0, + "FN": 4071, + "FP": 22, + "IoU": 0.0, + "TN": 72231915, + "TP": 0, + "n_pred": 22, + "n_ref": 4071 + }, + "13": { + "Dice": 0.5644672885778363, + "FN": 38096, + "FP": 11813, + "IoU": 0.39321102478997216, + "TN": 72153757, + "TP": 32342, + "n_pred": 44155, + "n_ref": 70438 + }, + "14": { + "Dice": 0.29680335126134816, + "FN": 28925, + "FP": 183927, + "IoU": 0.17426252657387148, + "TN": 71978236, + "TP": 44920, + "n_pred": 228847, + "n_ref": 73845 + }, + "15": { + "Dice": 0.7229451540195342, + "FN": 4260, + "FP": 14178, + "IoU": 0.5661034498988092, + "TN": 72193514, + "TP": 24056, + "n_pred": 38234, + "n_ref": 28316 + }, + "2": { + "Dice": 0.9210281896692195, + "FN": 14248, + "FP": 5138, + "IoU": 0.8536165457250081, + "TN": 72103575, + "TP": 113047, + "n_pred": 118185, + "n_ref": 127295 + }, + "3": { + "Dice": 0.9045797231911781, + "FN": 7466, + "FP": 26454, + "IoU": 0.8257832562917309, + "TN": 72041308, + "TP": 160780, + "n_pred": 187234, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 35902, + "IoU": 0.0, + "TN": 72200106, + "TP": 0, + "n_pred": 35902, + "n_ref": 0 + }, + "5": { + "Dice": 0.791095890410959, + "FN": 142, + "FP": 4128, + "IoU": 0.6543909348441926, + "TN": 72223653, + "TP": 8085, + "n_pred": 12213, + "n_ref": 8227 + }, + "6": { + "Dice": 0.9045524698710659, + "FN": 135368, + "FP": 155111, + "IoU": 0.8257378331617582, + "TN": 70569100, + "TP": 1376429, + "n_pred": 1531540, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.5785950472630558, + "FN": 146082, + "FP": 135312, + "IoU": 0.4070585557964739, + "TN": 71761435, + "TP": 193179, + "n_pred": 328491, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9281017392930615, + "FN": 5547, + "FP": 4064, + "IoU": 0.8658487221361473, + "TN": 72164365, + "TP": 62032, + "n_pred": 66096, + "n_ref": 67579 + }, + "9": { + "Dice": 0.7124252105721754, + "FN": 18959, + "FP": 5794, + "IoU": 0.5533078283466272, + "TN": 72180594, + "TP": 30661, + "n_pred": 36455, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8334284142539883, + "FN": 7181, + "FP": 25521, + "IoU": 0.714425436413333, + "TN": 52438607, + "TP": 81811, + "n_pred": 107332, + "n_ref": 88992 + }, + "10": { + "Dice": 0.2805079585978951, + "FN": 37509, + "FP": 12123, + "IoU": 0.16313420001011686, + "TN": 52493813, + "TP": 9675, + "n_pred": 21798, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 134, + "IoU": 0.0, + "TN": 52550944, + "TP": 0, + "n_pred": 134, + "n_ref": 2042 + }, + "12": { + "Dice": 0.005974395448079659, + "FN": 4045, + "FP": 2943, + "IoU": 0.0029961478099586247, + "TN": 52546111, + "TP": 21, + "n_pred": 2964, + "n_ref": 4066 + }, + "13": { + "Dice": 0.465031188697128, + "FN": 11066, + "FP": 13205, + "IoU": 0.30295807007466974, + "TN": 52518300, + "TP": 10549, + "n_pred": 23754, + "n_ref": 21615 + }, + "14": { + "Dice": 0.4625255835562085, + "FN": 37419, + "FP": 5386, + "IoU": 0.30083465364323864, + "TN": 52491897, + "TP": 18418, + "n_pred": 23804, + "n_ref": 55837 + }, + "15": { + "Dice": 0.2340185168352573, + "FN": 16258, + "FP": 42731, + "IoU": 0.13251470588235295, + "TN": 52485120, + "TP": 9011, + "n_pred": 51742, + "n_ref": 25269 + }, + "2": { + "Dice": 0.6303275011215792, + "FN": 69041, + "FP": 8415, + "IoU": 0.4602030789387488, + "TN": 52409629, + "TP": 66035, + "n_pred": 74450, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7991137553075935, + "FN": 13611, + "FP": 51489, + "IoU": 0.6654366796517663, + "TN": 52358538, + "TP": 129482, + "n_pred": 180971, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 3629, + "IoU": 0.0, + "TN": 52547611, + "TP": 0, + "n_pred": 3629, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7256920294894978, + "FN": 1065, + "FP": 2879, + "IoU": 0.5694793144853182, + "TN": 52543959, + "TP": 5217, + "n_pred": 8096, + "n_ref": 6282 + }, + "6": { + "Dice": 0.929159493902878, + "FN": 63053, + "FP": 45175, + "IoU": 0.8676917697943396, + "TN": 51735121, + "TP": 709771, + "n_pred": 754946, + "n_ref": 772824 + }, + "7": { + "Dice": 0.5207277524322541, + "FN": 122012, + "FP": 8779, + "IoU": 0.35201617098437893, + "TN": 52351277, + "TP": 71052, + "n_pred": 79831, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8726915695987861, + "FN": 10646, + "FP": 3617, + "IoU": 0.774137357677873, + "TN": 52489971, + "TP": 48886, + "n_pred": 52503, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8650178063841605, + "FN": 11901, + "FP": 8756, + "IoU": 0.7621421827142297, + "TN": 52466274, + "TP": 66189, + "n_pred": 74945, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9734397084499626, + "FN": 11725, + "FP": 3609, + "IoU": 0.9482538107724133, + "TN": 143840919, + "TP": 280997, + "n_pred": 284606, + "n_ref": 292722 + }, + "10": { + "Dice": 0.8661392023776056, + "FN": 12015, + "FP": 14649, + "IoU": 0.7638849532445452, + "TN": 144024322, + "TP": 86264, + "n_pred": 100913, + "n_ref": 98279 + }, + "11": { + "Dice": 0.42667874532895483, + "FN": 4735, + "FP": 328, + "IoU": 0.27119619979847415, + "TN": 144130303, + "TP": 1884, + "n_pred": 2212, + "n_ref": 6619 + }, + "12": { + "Dice": 0.45397795191924556, + "FN": 3937, + "FP": 174, + "IoU": 0.2936426116838488, + "TN": 144131430, + "TP": 1709, + "n_pred": 1883, + "n_ref": 5646 + }, + "13": { + "Dice": 0.8007175960532217, + "FN": 26639, + "FP": 12018, + "IoU": 0.6676639242084268, + "TN": 144020931, + "TP": 77662, + "n_pred": 89680, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9520229166537212, + "FN": 27067, + "FP": 11538, + "IoU": 0.9084386784621588, + "TN": 143715620, + "TP": 383025, + "n_pred": 394563, + "n_ref": 410092 + }, + "15": { + "Dice": 0.5367039883483531, + "FN": 2030, + "FP": 33597, + "IoU": 0.366777455876864, + "TN": 144080987, + "TP": 20636, + "n_pred": 54233, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9591934536570953, + "FN": 4935, + "FP": 6390, + "IoU": 0.9215866839302901, + "TN": 143992823, + "TP": 133102, + "n_pred": 139492, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9605155873219645, + "FN": 8096, + "FP": 5560, + "IoU": 0.9240307748794205, + "TN": 143957493, + "TP": 166101, + "n_pred": 171661, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9190997740856187, + "FN": 2960, + "FP": 5527, + "IoU": 0.8503095401873115, + "TN": 144080553, + "TP": 48210, + "n_pred": 53737, + "n_ref": 51170 + }, + "5": { + "Dice": 0.6463696563614278, + "FN": 15636, + "FP": 2414, + "IoU": 0.4775082498697389, + "TN": 144102704, + "TP": 16496, + "n_pred": 18910, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9752533219635204, + "FN": 36500, + "FP": 30595, + "IoU": 0.9517018623882797, + "TN": 142748066, + "TP": 1322089, + "n_pred": 1352684, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9426710914036953, + "FN": 15847, + "FP": 12519, + "IoU": 0.8915589876901904, + "TN": 143875670, + "TP": 233214, + "n_pred": 245733, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8838882333108564, + "FN": 19388, + "FP": 35714, + "IoU": 0.7919352341682054, + "TN": 143872419, + "TP": 209729, + "n_pred": 245443, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8823790730830423, + "FN": 9051, + "FP": 13719, + "IoU": 0.7895155251943538, + "TN": 144029071, + "TP": 85409, + "n_pred": 99128, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9458548322172211, + "FN": 7233, + "FP": 16441, + "IoU": 0.8972718949200054, + "TN": 111548467, + "TP": 206779, + "n_pred": 223220, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6727939414274073, + "FN": 17929, + "FP": 9377, + "IoU": 0.5069250076743892, + "TN": 111723541, + "TP": 28073, + "n_pred": 37450, + "n_ref": 46002 + }, + "11": { + "Dice": 0.5078154784597789, + "FN": 2463, + "FP": 119, + "IoU": 0.34031681144609094, + "TN": 111775006, + "TP": 1332, + "n_pred": 1451, + "n_ref": 3795 + }, + "12": { + "Dice": 0.49875, + "FN": 3064, + "FP": 144, + "IoU": 0.33222314737718567, + "TN": 111774116, + "TP": 1596, + "n_pred": 1740, + "n_ref": 4660 + }, + "13": { + "Dice": 0.6986723412129343, + "FN": 15185, + "FP": 17384, + "IoU": 0.536891947616136, + "TN": 111708593, + "TP": 37758, + "n_pred": 55142, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6937446515413996, + "FN": 8881, + "FP": 64484, + "IoU": 0.5310942093825898, + "TN": 111622460, + "TP": 83095, + "n_pred": 147579, + "n_ref": 91976 + }, + "15": { + "Dice": 0.6015406944289382, + "FN": 5344, + "FP": 1794, + "IoU": 0.43014529778061633, + "TN": 111766394, + "TP": 5388, + "n_pred": 7182, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9098591186213475, + "FN": 29835, + "FP": 5132, + "IoU": 0.8346252618933887, + "TN": 111567479, + "TP": 176474, + "n_pred": 181606, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7945191286554252, + "FN": 2091, + "FP": 29641, + "IoU": 0.6590889557370004, + "TN": 111685840, + "TP": 61348, + "n_pred": 90989, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8379845595657037, + "FN": 3320, + "FP": 2619, + "IoU": 0.7211475255892572, + "TN": 111757622, + "TP": 15359, + "n_pred": 17978, + "n_ref": 18679 + }, + "5": { + "Dice": 0.48785243336155365, + "FN": 16908, + "FP": 3055, + "IoU": 0.3226222388110346, + "TN": 111749449, + "TP": 9508, + "n_pred": 12563, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9655039100680317, + "FN": 38520, + "FP": 46960, + "IoU": 0.9333084189148808, + "TN": 110497199, + "TP": 1196241, + "n_pred": 1243201, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.9265755821218811, + "FN": 15949, + "FP": 19305, + "IoU": 0.8631959238951171, + "TN": 111521223, + "TP": 222443, + "n_pred": 241748, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8431408787584626, + "FN": 42301, + "FP": 45118, + "IoU": 0.7288189748234915, + "TN": 111456556, + "TP": 234945, + "n_pred": 280063, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8476041153756446, + "FN": 14926, + "FP": 8596, + "IoU": 0.735514701748468, + "TN": 111689985, + "TP": 65413, + "n_pred": 74009, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8754318182454941, + "FN": 9174, + "FP": 35287, + "IoU": 0.7784604192514861, + "TN": 198887184, + "TP": 156230, + "n_pred": 191517, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7583327094718805, + "FN": 17544, + "FP": 11509, + "IoU": 0.6107374457366418, + "TN": 199013239, + "TP": 45583, + "n_pred": 57092, + "n_ref": 63127 + }, + "11": { + "Dice": 0.6132047030449201, + "FN": 2401, + "FP": 165, + "IoU": 0.44217391304347825, + "TN": 199083275, + "TP": 2034, + "n_pred": 2199, + "n_ref": 4435 + }, + "12": { + "Dice": 0.6229965156794425, + "FN": 1547, + "FP": 617, + "IoU": 0.4524291497975709, + "TN": 199083923, + "TP": 1788, + "n_pred": 2405, + "n_ref": 3335 + }, + "13": { + "Dice": 0.4592803995515238, + "FN": 22076, + "FP": 9754, + "IoU": 0.29809473405662873, + "TN": 199042527, + "TP": 13518, + "n_pred": 23272, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5597753272183861, + "FN": 25222, + "FP": 8950, + "IoU": 0.3886722244087445, + "TN": 199031977, + "TP": 21726, + "n_pred": 30676, + "n_ref": 46948 + }, + "15": { + "Dice": 0.8380276459665773, + "FN": 37018, + "FP": 2236, + "IoU": 0.7212113464297382, + "TN": 198947073, + "TP": 101548, + "n_pred": 103784, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9405537795775468, + "FN": 4387, + "FP": 11438, + "IoU": 0.8877786917796562, + "TN": 198946859, + "TP": 125191, + "n_pred": 136629, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9552174672997932, + "FN": 7672, + "FP": 4626, + "IoU": 0.9142739636267313, + "TN": 198944418, + "TP": 131159, + "n_pred": 135785, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8617214043035107, + "FN": 1902, + "FP": 2982, + "IoU": 0.7570391005870063, + "TN": 199067773, + "TP": 15218, + "n_pred": 18200, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6194085990394075, + "FN": 9364, + "FP": 3790, + "IoU": 0.44865453935786737, + "TN": 199064017, + "TP": 10704, + "n_pred": 14494, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9548981237138467, + "FN": 67094, + "FP": 35675, + "IoU": 0.9136890339410237, + "TN": 197897192, + "TP": 1087914, + "n_pred": 1123589, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8954800810609753, + "FN": 16542, + "FP": 16054, + "IoU": 0.8107414503861116, + "TN": 198915645, + "TP": 139634, + "n_pred": 155688, + "n_ref": 156176 + }, + "8": { + "Dice": 0.905919187680256, + "FN": 8260, + "FP": 14607, + "IoU": 0.8280185316105353, + "TN": 198954913, + "TP": 110095, + "n_pred": 124702, + "n_ref": 118355 + }, + "9": { + "Dice": 0.9083004780679199, + "FN": 8022, + "FP": 11236, + "IoU": 0.8320059318707201, + "TN": 198973240, + "TP": 95377, + "n_pred": 106613, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9218756166156712, + "FN": 9173, + "FP": 20522, + "IoU": 0.8550735247465799, + "TN": 130870295, + "TP": 175202, + "n_pred": 195724, + "n_ref": 184375 + }, + "10": { + "Dice": 0.8345357654078975, + "FN": 10136, + "FP": 18647, + "IoU": 0.7160543761344803, + "TN": 130973824, + "TP": 72585, + "n_pred": 91232, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6462831473699464, + "FN": 1841, + "FP": 600, + "IoU": 0.4774138300149861, + "TN": 131070521, + "TP": 2230, + "n_pred": 2830, + "n_ref": 4071 + }, + "12": { + "Dice": 0.6654270484690715, + "FN": 1951, + "FP": 748, + "IoU": 0.4986067248746052, + "TN": 131069809, + "TP": 2684, + "n_pred": 3432, + "n_ref": 4635 + }, + "13": { + "Dice": 0.5213998073150953, + "FN": 52545, + "FP": 16506, + "IoU": 0.35263069076726916, + "TN": 130968528, + "TP": 37613, + "n_pred": 54119, + "n_ref": 90158 + }, + "14": { + "Dice": 0.699563691548895, + "FN": 12360, + "FP": 25650, + "IoU": 0.5379453703366033, + "TN": 130992929, + "TP": 44253, + "n_pred": 69903, + "n_ref": 56613 + }, + "15": { + "Dice": 0.7568690699330166, + "FN": 1534, + "FP": 15199, + "IoU": 0.6088409930338025, + "TN": 131032414, + "TP": 26045, + "n_pred": 41244, + "n_ref": 27579 + }, + "2": { + "Dice": 0.8956007754393522, + "FN": 18889, + "FP": 14069, + "IoU": 0.8109393374444285, + "TN": 130900867, + "TP": 141367, + "n_pred": 155436, + "n_ref": 160256 + }, + "3": { + "Dice": 0.777827014571449, + "FN": 10152, + "FP": 92629, + "IoU": 0.6364295593546493, + "TN": 130792493, + "TP": 179918, + "n_pred": 272547, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8851838540023912, + "FN": 12741, + "FP": 2912, + "IoU": 0.7940177913464576, + "TN": 130999200, + "TP": 60339, + "n_pred": 63251, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7296634895934643, + "FN": 5321, + "FP": 1628, + "IoU": 0.574385986402891, + "TN": 131058865, + "TP": 9378, + "n_pred": 11006, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9702100792297834, + "FN": 46563, + "FP": 40724, + "IoU": 0.9421436932535995, + "TN": 129566506, + "TP": 1421399, + "n_pred": 1462123, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.8489233924466952, + "FN": 50316, + "FP": 208390, + "IoU": 0.7375038176226535, + "TN": 130089631, + "TP": 726855, + "n_pred": 935245, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9059441044534537, + "FN": 10648, + "FP": 13758, + "IoU": 0.8280601641480855, + "TN": 130933247, + "TP": 117539, + "n_pred": 131297, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7486661449811481, + "FN": 18185, + "FP": 13612, + "IoU": 0.5982944855031268, + "TN": 130996037, + "TP": 47358, + "n_pred": 60970, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9157309898736029, + "FN": 2756, + "FP": 36406, + "IoU": 0.8445606960276887, + "TN": 101365256, + "TP": 212782, + "n_pred": 249188, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8449132524232305, + "FN": 4331, + "FP": 10901, + "IoU": 0.7314716874691488, + "TN": 101560476, + "TP": 41492, + "n_pred": 52393, + "n_ref": 45823 + }, + "11": { + "Dice": 0.6749716874292185, + "FN": 2277, + "FP": 306, + "IoU": 0.5094017094017094, + "TN": 101611935, + "TP": 2682, + "n_pred": 2988, + "n_ref": 4959 + }, + "12": { + "Dice": 0.4970320538187574, + "FN": 3606, + "FP": 207, + "IoU": 0.3307003686150606, + "TN": 101611503, + "TP": 1884, + "n_pred": 2091, + "n_ref": 5490 + }, + "13": { + "Dice": 0.817457334611697, + "FN": 6796, + "FP": 17003, + "IoU": 0.6912709017084593, + "TN": 101540113, + "TP": 53288, + "n_pred": 70291, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9043882114883481, + "FN": 1209, + "FP": 11596, + "IoU": 0.8254641114412671, + "TN": 101543834, + "TP": 60561, + "n_pred": 72157, + "n_ref": 61770 + }, + "15": { + "Dice": 0.8283820084955471, + "FN": 1966, + "FP": 11003, + "IoU": 0.7070410445232556, + "TN": 101572931, + "TP": 31300, + "n_pred": 42303, + "n_ref": 33266 + }, + "2": { + "Dice": 0.942860867813163, + "FN": 13239, + "FP": 6045, + "IoU": 0.891898558198982, + "TN": 101438812, + "TP": 159104, + "n_pred": 165149, + "n_ref": 172343 + }, + "3": { + "Dice": 0.9473494544466531, + "FN": 7356, + "FP": 11053, + "IoU": 0.8999657658930483, + "TN": 101433173, + "TP": 165618, + "n_pred": 176671, + "n_ref": 172974 + }, + "4": { + "Dice": 0.7389415200512857, + "FN": 652, + "FP": 10343, + "IoU": 0.5859692724807953, + "TN": 101590644, + "TP": 15561, + "n_pred": 25904, + "n_ref": 16213 + }, + "5": { + "Dice": 0.6767234933452968, + "FN": 12270, + "FP": 5024, + "IoU": 0.5113999152422659, + "TN": 101581805, + "TP": 18101, + "n_pred": 23125, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9707248829514203, + "FN": 74487, + "FP": 13527, + "IoU": 0.9431150786341259, + "TN": 100069971, + "TP": 1459215, + "n_pred": 1472742, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9637442649112308, + "FN": 22007, + "FP": 8527, + "IoU": 0.9300255065210068, + "TN": 101180841, + "TP": 405825, + "n_pred": 414352, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9280807414374936, + "FN": 23756, + "FP": 8510, + "IoU": 0.8658121719746812, + "TN": 101376746, + "TP": 208188, + "n_pred": 216698, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8833078025399022, + "FN": 9496, + "FP": 9396, + "IoU": 0.7910038276876784, + "TN": 101526806, + "TP": 71502, + "n_pred": 80898, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9043938629341407, + "FN": 7281, + "FP": 35915, + "IoU": 0.8254735277005624, + "TN": 118934708, + "TP": 204308, + "n_pred": 240223, + "n_ref": 211589 + }, + "10": { + "Dice": 0.8647468705679225, + "FN": 10630, + "FP": 11304, + "IoU": 0.7617216355972711, + "TN": 119090160, + "TP": 70118, + "n_pred": 81422, + "n_ref": 80748 + }, + "11": { + "Dice": 0.5084518828451883, + "FN": 2519, + "FP": 418, + "IoU": 0.3408886894075404, + "TN": 119177756, + "TP": 1519, + "n_pred": 1937, + "n_ref": 4038 + }, + "12": { + "Dice": 0.5768146059076741, + "FN": 2192, + "FP": 659, + "IoU": 0.4052982895285774, + "TN": 119177418, + "TP": 1943, + "n_pred": 2602, + "n_ref": 4135 + }, + "13": { + "Dice": 0.6942938622408344, + "FN": 6051, + "FP": 17747, + "IoU": 0.5317382236039511, + "TN": 119131390, + "TP": 27024, + "n_pred": 44771, + "n_ref": 33075 + }, + "14": { + "Dice": 0.152877995694244, + "FN": 59405, + "FP": 12209, + "IoU": 0.08276551052820329, + "TN": 119104136, + "TP": 6462, + "n_pred": 18671, + "n_ref": 65867 + }, + "15": { + "Dice": 0.5753150982754062, + "FN": 10929, + "FP": 3526, + "IoU": 0.4038191866699662, + "TN": 119157966, + "TP": 9791, + "n_pred": 13317, + "n_ref": 20720 + }, + "2": { + "Dice": 0.943501461259569, + "FN": 13665, + "FP": 7871, + "IoU": 0.8930456850270911, + "TN": 118980855, + "TP": 179821, + "n_pred": 187692, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9593348575749023, + "FN": 11751, + "FP": 3954, + "IoU": 0.9218477860604914, + "TN": 118981258, + "TP": 185249, + "n_pred": 189203, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8632434121445682, + "FN": 6041, + "FP": 5776, + "IoU": 0.7593916071101338, + "TN": 119133099, + "TP": 37296, + "n_pred": 43072, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8210011202169684, + "FN": 3797, + "FP": 2275, + "IoU": 0.6963544531679752, + "TN": 119162215, + "TP": 13925, + "n_pred": 16200, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9581649614349038, + "FN": 85386, + "FP": 59005, + "IoU": 0.9196897070716397, + "TN": 117384298, + "TP": 1653523, + "n_pred": 1712528, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.946363700877605, + "FN": 17579, + "FP": 14165, + "IoU": 0.8981882094095083, + "TN": 118870421, + "TP": 280047, + "n_pred": 294212, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9409222883249863, + "FN": 6169, + "FP": 3374, + "IoU": 0.8884355491126751, + "TN": 119096674, + "TP": 75995, + "n_pred": 79369, + "n_ref": 82164 + }, + "9": { + "Dice": 0.906244587128565, + "FN": 9657, + "FP": 6040, + "IoU": 0.8285623791789081, + "TN": 119090651, + "TP": 75864, + "n_pred": 81904, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 59235, + "IoU": 0.0, + "TN": 61273245, + "TP": 0, + "n_pred": 59235, + "n_ref": 0 + }, + "10": { + "Dice": 0.7564878311146968, + "FN": 6298, + "FP": 11812, + "IoU": 0.6083477508650519, + "TN": 61286240, + "TP": 28130, + "n_pred": 39942, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7168589924007881, + "FN": 1317, + "FP": 695, + "IoU": 0.5586751480587848, + "TN": 61327921, + "TP": 2547, + "n_pred": 3242, + "n_ref": 3864 + }, + "12": { + "Dice": 0.6127033307513555, + "FN": 2477, + "FP": 523, + "IoU": 0.4416527079843663, + "TN": 61327107, + "TP": 2373, + "n_pred": 2896, + "n_ref": 4850 + }, + "13": { + "Dice": 0.6031704578099292, + "FN": 18052, + "FP": 27533, + "IoU": 0.4318139326178813, + "TN": 61252251, + "TP": 34644, + "n_pred": 62177, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9533316817560771, + "FN": 16597, + "FP": 8269, + "IoU": 0.9108250103103875, + "TN": 61053635, + "TP": 253979, + "n_pred": 262248, + "n_ref": 270576 + }, + "15": { + "Dice": 0.813825935933899, + "FN": 12242, + "FP": 27099, + "IoU": 0.6860931802404909, + "TN": 61207153, + "TP": 85986, + "n_pred": 113085, + "n_ref": 98228 + }, + "2": { + "Dice": 0.9443786464501895, + "FN": 9840, + "FP": 7959, + "IoU": 0.8946187411560619, + "TN": 61163579, + "TP": 151102, + "n_pred": 159061, + "n_ref": 160942 + }, + "3": { + "Dice": 0.9444516926193967, + "FN": 5582, + "FP": 8894, + "IoU": 0.8947498527690327, + "TN": 61194941, + "TP": 123063, + "n_pred": 131957, + "n_ref": 128645 + }, + "4": { + "Dice": 0.938802247939963, + "FN": 1345, + "FP": 3980, + "IoU": 0.8846628690246703, + "TN": 61286311, + "TP": 40844, + "n_pred": 44824, + "n_ref": 42189 + }, + "5": { + "Dice": 0.737644760043845, + "FN": 833, + "FP": 4672, + "IoU": 0.584340078526125, + "TN": 61319236, + "TP": 7739, + "n_pred": 12411, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9617010139273858, + "FN": 26594, + "FP": 67351, + "IoU": 0.92622744202519, + "TN": 60059039, + "TP": 1179496, + "n_pred": 1246847, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.5277101669446325, + "FN": 124333, + "FP": 18674, + "IoU": 0.35842818112076663, + "TN": 61109579, + "TP": 79894, + "n_pred": 98568, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9233578413530368, + "FN": 6108, + "FP": 6526, + "IoU": 0.8576274242441316, + "TN": 61243741, + "TP": 76105, + "n_pred": 82631, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8420623629142213, + "FN": 6555, + "FP": 14759, + "IoU": 0.7272087338256562, + "TN": 61254347, + "TP": 56819, + "n_pred": 71578, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9750529510056499, + "FN": 2681, + "FP": 6247, + "IoU": 0.9513203164615628, + "TN": 148924097, + "TP": 174475, + "n_pred": 180722, + "n_ref": 177156 + }, + "10": { + "Dice": 0.867276272439992, + "FN": 8307, + "FP": 11433, + "IoU": 0.7656556063394077, + "TN": 149023265, + "TP": 64495, + "n_pred": 75928, + "n_ref": 72802 + }, + "11": { + "Dice": 0.583739837398374, + "FN": 1527, + "FP": 9, + "IoU": 0.4121699196326062, + "TN": 149104887, + "TP": 1077, + "n_pred": 1086, + "n_ref": 2604 + }, + "12": { + "Dice": 0.509294777220419, + "FN": 1234, + "FP": 429, + "IoU": 0.3416468725257324, + "TN": 149104974, + "TP": 863, + "n_pred": 1292, + "n_ref": 2097 + }, + "13": { + "Dice": 0.7622911603161541, + "FN": 24619, + "FP": 12644, + "IoU": 0.615888919813217, + "TN": 149010489, + "TP": 59748, + "n_pred": 72392, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8989436637371342, + "FN": 3413, + "FP": 16744, + "IoU": 0.8164374829250524, + "TN": 148997690, + "TP": 89653, + "n_pred": 106397, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8328321113458431, + "FN": 4534, + "FP": 8918, + "IoU": 0.7135495411085795, + "TN": 149060539, + "TP": 33509, + "n_pred": 42427, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9348216258425368, + "FN": 2571, + "FP": 18964, + "IoU": 0.8776197945080924, + "TN": 148931532, + "TP": 154433, + "n_pred": 173397, + "n_ref": 157004 + }, + "3": { + "Dice": 0.7688116564163949, + "FN": 13521, + "FP": 14484, + "IoU": 0.6244468284833042, + "TN": 149032930, + "TP": 46565, + "n_pred": 61049, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9153261379633975, + "FN": 1451, + "FP": 3060, + "IoU": 0.8438722181843353, + "TN": 149078607, + "TP": 24382, + "n_pred": 27442, + "n_ref": 25833 + }, + "5": { + "Dice": 0.14528882055787393, + "FN": 31070, + "FP": 62, + "IoU": 0.07833501095387531, + "TN": 149073722, + "TP": 2646, + "n_pred": 2708, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9701938575709387, + "FN": 29852, + "FP": 36274, + "IoU": 0.9421131003185591, + "TN": 147965169, + "TP": 1076205, + "n_pred": 1112479, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.9378324621009305, + "FN": 20285, + "FP": 13502, + "IoU": 0.8829421241360196, + "TN": 148818865, + "TP": 254848, + "n_pred": 268350, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9325490108366231, + "FN": 20598, + "FP": 9559, + "IoU": 0.8736223211217554, + "TN": 148868874, + "TP": 208469, + "n_pred": 218028, + "n_ref": 229067 + }, + "9": { + "Dice": 0.9003850167744675, + "FN": 11133, + "FP": 5762, + "IoU": 0.8188184323692479, + "TN": 149014251, + "TP": 76354, + "n_pred": 82116, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9625334210212844, + "FN": 34320, + "FP": 3109, + "IoU": 0.9277729427860745, + "TN": 100194587, + "TP": 480784, + "n_pred": 483893, + "n_ref": 515104 + }, + "10": { + "Dice": 0.6172922003192635, + "FN": 13529, + "FP": 17398, + "IoU": 0.4464372013102078, + "TN": 100656931, + "TP": 24942, + "n_pred": 42340, + "n_ref": 38471 + }, + "11": { + "Dice": 0.30963740458015265, + "FN": 2832, + "FP": 62, + "IoU": 0.18317809765735252, + "TN": 100709257, + "TP": 649, + "n_pred": 711, + "n_ref": 3481 + }, + "12": { + "Dice": 0.3848101265822785, + "FN": 4277, + "FP": 826, + "IoU": 0.23824451410658307, + "TN": 100706101, + "TP": 1596, + "n_pred": 2422, + "n_ref": 5873 + }, + "13": { + "Dice": 0.06964243982238841, + "FN": 37367, + "FP": 10405, + "IoU": 0.03607748184019371, + "TN": 100663240, + "TP": 1788, + "n_pred": 12193, + "n_ref": 39155 + }, + "14": { + "Dice": 0.6492254917725251, + "FN": 32769, + "FP": 98119, + "IoU": 0.48063202837937574, + "TN": 100460786, + "TP": 121126, + "n_pred": 219245, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8969428247096605, + "FN": 2819, + "FP": 18425, + "IoU": 0.8131426410181984, + "TN": 100599109, + "TP": 92447, + "n_pred": 110872, + "n_ref": 95266 + }, + "2": { + "Dice": 0.7515840126256831, + "FN": 87431, + "FP": 8900, + "IoU": 0.6020301087351687, + "TN": 100470744, + "TP": 145725, + "n_pred": 154625, + "n_ref": 233156 + }, + "3": { + "Dice": 0.8028670310342871, + "FN": 11679, + "FP": 92559, + "IoU": 0.6706581907337664, + "TN": 100396296, + "TP": 212266, + "n_pred": 304825, + "n_ref": 223945 + }, + "4": { + "Dice": 0.6420064958498737, + "FN": 6061, + "FP": 51475, + "IoU": 0.47276109487111345, + "TN": 100603673, + "TP": 51591, + "n_pred": 103066, + "n_ref": 57652 + }, + "5": { + "Dice": 0.3605091159270726, + "FN": 12805, + "FP": 208, + "IoU": 0.21989089383130508, + "TN": 100696119, + "TP": 3668, + "n_pred": 3876, + "n_ref": 16473 + }, + "6": { + "Dice": 0.880090009555809, + "FN": 365025, + "FP": 101775, + "IoU": 0.7858578073821254, + "TN": 98532940, + "TP": 1713060, + "n_pred": 1814835, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.745056453122076, + "FN": 17026, + "FP": 89236, + "IoU": 0.5936971865990656, + "TN": 100451266, + "TP": 155272, + "n_pred": 244508, + "n_ref": 172298 + }, + "8": { + "Dice": 0.8972676193182338, + "FN": 8109, + "FP": 14307, + "IoU": 0.8136766771675796, + "TN": 100592493, + "TP": 97891, + "n_pred": 112198, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7770250224934951, + "FN": 21971, + "FP": 23876, + "IoU": 0.6353564355648169, + "TN": 100587069, + "TP": 79884, + "n_pred": 103760, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.951287666162909, + "FN": 725, + "FP": 7172, + "IoU": 0.9071006752464532, + "TN": 78865694, + "TP": 77109, + "n_pred": 84281, + "n_ref": 77834 + }, + "10": { + "Dice": 0.7116355541328988, + "FN": 14489, + "FP": 5330, + "IoU": 0.5523557844333017, + "TN": 78906426, + "TP": 24455, + "n_pred": 29785, + "n_ref": 38944 + }, + "11": { + "Dice": 0.21022956101490134, + "FN": 1107, + "FP": 854, + "IoU": 0.11746174617461747, + "TN": 78948478, + "TP": 261, + "n_pred": 1115, + "n_ref": 1368 + }, + "12": { + "Dice": 0.04924242424242424, + "FN": 2495, + "FP": 15, + "IoU": 0.02524271844660194, + "TN": 78948125, + "TP": 65, + "n_pred": 80, + "n_ref": 2560 + }, + "13": { + "Dice": 0.5542519284955425, + "FN": 35407, + "FP": 3193, + "IoU": 0.38336688073101377, + "TN": 78888102, + "TP": 23998, + "n_pred": 27191, + "n_ref": 59405 + }, + "14": { + "Dice": 0.04418459769013275, + "FN": 26347, + "FP": 13543, + "IoU": 0.02259139468783691, + "TN": 78909888, + "TP": 922, + "n_pred": 14465, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8912990256083827, + "FN": 4510, + "FP": 8810, + "IoU": 0.8039129090668198, + "TN": 78882771, + "TP": 54609, + "n_pred": 63419, + "n_ref": 59119 + }, + "2": { + "Dice": 0.931905406643524, + "FN": 8579, + "FP": 4799, + "IoU": 0.8724933282500953, + "TN": 78845780, + "TP": 91542, + "n_pred": 96341, + "n_ref": 100121 + }, + "3": { + "Dice": 0.7754511557146391, + "FN": 1594, + "FP": 46523, + "IoU": 0.6332545731707317, + "TN": 78819500, + "TP": 83083, + "n_pred": 129606, + "n_ref": 84677 + }, + "4": { + "Dice": 0.850320238035201, + "FN": 267, + "FP": 5669, + "IoU": 0.7396148616045971, + "TN": 78927903, + "TP": 16861, + "n_pred": 22530, + "n_ref": 17128 + }, + "5": { + "Dice": 0.13278950900924158, + "FN": 32226, + "FP": 1368, + "IoU": 0.0711165182768346, + "TN": 78914534, + "TP": 2572, + "n_pred": 3940, + "n_ref": 34798 + }, + "6": { + "Dice": 0.962248752572379, + "FN": 24411, + "FP": 29155, + "IoU": 0.9272441299951238, + "TN": 78214457, + "TP": 682677, + "n_pred": 711832, + "n_ref": 707088 + }, + "7": { + "Dice": 0.7708160695909838, + "FN": 251829, + "FP": 27232, + "IoU": 0.6270957913796444, + "TN": 78202355, + "TP": 469284, + "n_pred": 496516, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8618105193571045, + "FN": 70378, + "FP": 13237, + "IoU": 0.7571766687479127, + "TN": 78606355, + "TP": 260730, + "n_pred": 273967, + "n_ref": 331108 + }, + "9": { + "Dice": 0.7644440027824705, + "FN": 18585, + "FP": 5119, + "IoU": 0.6187044573487541, + "TN": 78888533, + "TP": 38463, + "n_pred": 43582, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9748339532412327, + "FN": 1430, + "FP": 6148, + "IoU": 0.9509034720017623, + "TN": 104850091, + "TP": 146771, + "n_pred": 152919, + "n_ref": 148201 + }, + "10": { + "Dice": 0.899293434714152, + "FN": 6986, + "FP": 10987, + "IoU": 0.8170146913592816, + "TN": 104906219, + "TP": 80248, + "n_pred": 91235, + "n_ref": 87234 + }, + "11": { + "Dice": 0.67142220240749, + "FN": 2072, + "FP": 139, + "IoU": 0.5053691275167785, + "TN": 104999970, + "TP": 2259, + "n_pred": 2398, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6254741221093846, + "FN": 2277, + "FP": 784, + "IoU": 0.45504717820900836, + "TN": 104998823, + "TP": 2556, + "n_pred": 3340, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8721483136725043, + "FN": 10687, + "FP": 8995, + "IoU": 0.7732828032667919, + "TN": 104917627, + "TP": 67131, + "n_pred": 76126, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9220729417365316, + "FN": 353, + "FP": 11433, + "IoU": 0.8554131141507698, + "TN": 104922925, + "TP": 69729, + "n_pred": 81162, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8061551315972706, + "FN": 6993, + "FP": 1359, + "IoU": 0.6752595357517789, + "TN": 104978721, + "TP": 17367, + "n_pred": 18726, + "n_ref": 24360 + }, + "2": { + "Dice": 0.918312286881253, + "FN": 23708, + "FP": 2452, + "IoU": 0.8489624831122042, + "TN": 104831238, + "TP": 147042, + "n_pred": 149494, + "n_ref": 170750 + }, + "3": { + "Dice": 0.9277751808638746, + "FN": 3692, + "FP": 19639, + "IoU": 0.865280456398471, + "TN": 104831258, + "TP": 149851, + "n_pred": 169490, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 250, + "IoU": 0.0, + "TN": 105004190, + "TP": 0, + "n_pred": 250, + "n_ref": 0 + }, + "5": { + "Dice": 0.5178244878670201, + "FN": 17479, + "FP": 5988, + "IoU": 0.3493678607075524, + "TN": 104968372, + "TP": 12601, + "n_pred": 18589, + "n_ref": 30080 + }, + "6": { + "Dice": 0.979995601474153, + "FN": 23835, + "FP": 25647, + "IoU": 0.960775858310497, + "TN": 103742921, + "TP": 1212037, + "n_pred": 1237684, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.9512934180000218, + "FN": 11744, + "FP": 10615, + "IoU": 0.9071111351144753, + "TN": 104763733, + "TP": 218348, + "n_pred": 228963, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9518886803020538, + "FN": 27971, + "FP": 6217, + "IoU": 0.9081942560990346, + "TN": 104632045, + "TP": 338207, + "n_pred": 344424, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9335147284987578, + "FN": 6753, + "FP": 5611, + "IoU": 0.8753189129229063, + "TN": 104905275, + "TP": 86801, + "n_pred": 92412, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9709143350777117, + "FN": 10135, + "FP": 14309, + "IoU": 0.9434728013153605, + "TN": 177243859, + "TP": 407985, + "n_pred": 422294, + "n_ref": 418120 + }, + "10": { + "Dice": 0.7485709659136912, + "FN": 25733, + "FP": 5321, + "IoU": 0.5981729251313371, + "TN": 177599006, + "TP": 46228, + "n_pred": 51549, + "n_ref": 71961 + }, + "11": { + "Dice": 0.594478615362609, + "FN": 2665, + "FP": 170, + "IoU": 0.42295949521677184, + "TN": 177671375, + "TP": 2078, + "n_pred": 2248, + "n_ref": 4743 + }, + "12": { + "Dice": 0.6662106703146374, + "FN": 2276, + "FP": 652, + "IoU": 0.49948717948717947, + "TN": 177670438, + "TP": 2922, + "n_pred": 3574, + "n_ref": 5198 + }, + "13": { + "Dice": 0.868375314534748, + "FN": 10133, + "FP": 10163, + "IoU": 0.7673704238589735, + "TN": 177589042, + "TP": 66950, + "n_pred": 77113, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9269205971333631, + "FN": 1487, + "FP": 10301, + "IoU": 0.8637949760820836, + "TN": 177589742, + "TP": 74758, + "n_pred": 85059, + "n_ref": 76245 + }, + "15": { + "Dice": 0.5015191356594956, + "FN": 4764, + "FP": 31823, + "IoU": 0.3346850450974687, + "TN": 177621296, + "TP": 18405, + "n_pred": 50228, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9663312929477709, + "FN": 8349, + "FP": 6007, + "IoU": 0.9348559034001444, + "TN": 177455915, + "TP": 206017, + "n_pred": 212024, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9680963133903275, + "FN": 11764, + "FP": 1107, + "IoU": 0.9381653791460087, + "TN": 177468136, + "TP": 195281, + "n_pred": 196388, + "n_ref": 207045 + }, + "4": { + "Dice": 0.9072504112362394, + "FN": 2168, + "FP": 4429, + "IoU": 0.8302454840203798, + "TN": 177637426, + "TP": 32265, + "n_pred": 36694, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6190814674406666, + "FN": 15504, + "FP": 3788, + "IoU": 0.44831136149160683, + "TN": 177641319, + "TP": 15677, + "n_pred": 19465, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9562634734330117, + "FN": 113938, + "FP": 40801, + "IoU": 0.9161924001819797, + "TN": 175829928, + "TP": 1691621, + "n_pred": 1732422, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8640339661785637, + "FN": 10019, + "FP": 102705, + "IoU": 0.7606160223575682, + "TN": 177205396, + "TP": 358168, + "n_pred": 460873, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8758522953904486, + "FN": 12800, + "FP": 40112, + "IoU": 0.7791256360699124, + "TN": 177436731, + "TP": 186645, + "n_pred": 226757, + "n_ref": 199445 + }, + "9": { + "Dice": 0.944788594442678, + "FN": 5967, + "FP": 9140, + "IoU": 0.8953547975949683, + "TN": 177531924, + "TP": 129257, + "n_pred": 138397, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9682088751772221, + "FN": 4726, + "FP": 7248, + "IoU": 0.9383768205444908, + "TN": 193811225, + "TP": 182336, + "n_pred": 189584, + "n_ref": 187062 + }, + "10": { + "Dice": 0.9048328816621499, + "FN": 6914, + "FP": 9942, + "IoU": 0.8262053037489174, + "TN": 193908547, + "TP": 80132, + "n_pred": 90074, + "n_ref": 87046 + }, + "11": { + "Dice": 0.5501706484641639, + "FN": 1903, + "FP": 74, + "IoU": 0.3794726930320151, + "TN": 194002349, + "TP": 1209, + "n_pred": 1283, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7295614510016243, + "FN": 1255, + "FP": 743, + "IoU": 0.574259535478372, + "TN": 194000842, + "TP": 2695, + "n_pred": 3438, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7894200298717412, + "FN": 16930, + "FP": 9717, + "IoU": 0.6521006867378646, + "TN": 193928941, + "TP": 49947, + "n_pred": 59664, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8700838508227204, + "FN": 1502, + "FP": 20716, + "IoU": 0.7700428491585419, + "TN": 193908917, + "TP": 74400, + "n_pred": 95116, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7558591009028395, + "FN": 4808, + "FP": 5630, + "IoU": 0.6075349676643105, + "TN": 193978939, + "TP": 16158, + "n_pred": 21788, + "n_ref": 20966 + }, + "2": { + "Dice": 0.95643652366519, + "FN": 7630, + "FP": 4328, + "IoU": 0.916510155208166, + "TN": 193862308, + "TP": 131269, + "n_pred": 135597, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9569140818915589, + "FN": 4441, + "FP": 7276, + "IoU": 0.9173875950955714, + "TN": 193863704, + "TP": 130114, + "n_pred": 137390, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9051989139946597, + "FN": 858, + "FP": 3367, + "IoU": 0.8268158714543368, + "TN": 193981139, + "TP": 20171, + "n_pred": 23538, + "n_ref": 21029 + }, + "5": { + "Dice": 0.355064370113456, + "FN": 21230, + "FP": 712, + "IoU": 0.2158530483882496, + "TN": 193977553, + "TP": 6040, + "n_pred": 6752, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9624668843220588, + "FN": 31185, + "FP": 74419, + "IoU": 0.9276493152637034, + "TN": 192545922, + "TP": 1354009, + "n_pred": 1428428, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.955690901576062, + "FN": 15599, + "FP": 12810, + "IoU": 0.9151417937643004, + "TN": 193670753, + "TP": 306373, + "n_pred": 319183, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9386810400825742, + "FN": 18140, + "FP": 11029, + "IoU": 0.8844476312338817, + "TN": 193753104, + "TP": 223262, + "n_pred": 234291, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8949672121557011, + "FN": 14278, + "FP": 5471, + "IoU": 0.809901047281688, + "TN": 193901647, + "TP": 84139, + "n_pred": 89610, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9592684457460479, + "FN": 2103, + "FP": 7438, + "IoU": 0.9217251478780222, + "TN": 99533909, + "TP": 112350, + "n_pred": 119788, + "n_ref": 114453 + }, + "10": { + "Dice": 0.87180675433007, + "FN": 11485, + "FP": 6219, + "IoU": 0.772745943725611, + "TN": 99577896, + "TP": 60200, + "n_pred": 66419, + "n_ref": 71685 + }, + "11": { + "Dice": 0.5764226063313265, + "FN": 2158, + "FP": 23, + "IoU": 0.4049113233287858, + "TN": 99652135, + "TP": 1484, + "n_pred": 1507, + "n_ref": 3642 + }, + "12": { + "Dice": 0.2858515493634398, + "FN": 2973, + "FP": 0, + "IoU": 0.16676008968609865, + "TN": 99652232, + "TP": 595, + "n_pred": 595, + "n_ref": 3568 + }, + "13": { + "Dice": 0.7517060964513194, + "FN": 12386, + "FP": 9444, + "IoU": 0.6021867881548975, + "TN": 99600925, + "TP": 33045, + "n_pred": 42489, + "n_ref": 45431 + }, + "14": { + "Dice": 0.25108930847437533, + "FN": 45669, + "FP": 4863, + "IoU": 0.14356897106926766, + "TN": 99596797, + "TP": 8471, + "n_pred": 13334, + "n_ref": 54140 + }, + "15": { + "Dice": 0.5495684400448627, + "FN": 21042, + "FP": 6669, + "IoU": 0.3788999462076385, + "TN": 99611184, + "TP": 16905, + "n_pred": 23574, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9609535265172225, + "FN": 4903, + "FP": 4024, + "IoU": 0.9248417188657642, + "TN": 99537024, + "TP": 109849, + "n_pred": 113873, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9639349541136693, + "FN": 4069, + "FP": 4891, + "IoU": 0.9303807303807303, + "TN": 99527100, + "TP": 119740, + "n_pred": 124631, + "n_ref": 123809 + }, + "4": { + "Dice": 0.9101135352901166, + "FN": 1511, + "FP": 1925, + "IoU": 0.8350535259949114, + "TN": 99634969, + "TP": 17395, + "n_pred": 19320, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8308513002889532, + "FN": 1359, + "FP": 924, + "IoU": 0.7106463878326996, + "TN": 99647910, + "TP": 5607, + "n_pred": 6531, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9708400881086604, + "FN": 42005, + "FP": 36815, + "IoU": 0.9433325928178626, + "TN": 98264877, + "TP": 1312103, + "n_pred": 1348918, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9141479630328178, + "FN": 11875, + "FP": 17257, + "IoU": 0.8418715735765077, + "TN": 99471570, + "TP": 155098, + "n_pred": 172355, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9576804788352223, + "FN": 5481, + "FP": 2954, + "IoU": 0.9187974122992799, + "TN": 99551924, + "TP": 95441, + "n_pred": 98395, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9284153483087143, + "FN": 10558, + "FP": 2546, + "IoU": 0.866394779771615, + "TN": 99557720, + "TP": 84976, + "n_pred": 87522, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9626781851461534, + "FN": 30371, + "FP": 1927, + "IoU": 0.9280419744009625, + "TN": 62634675, + "TP": 416547, + "n_pred": 418474, + "n_ref": 446918 + }, + "10": { + "Dice": 0.89754376441851, + "FN": 8012, + "FP": 6333, + "IoU": 0.8141309699655342, + "TN": 63006342, + "TP": 62833, + "n_pred": 69166, + "n_ref": 70845 + }, + "11": { + "Dice": 0.5785966287730302, + "FN": 2069, + "FP": 81, + "IoU": 0.40706012134583563, + "TN": 63079894, + "TP": 1476, + "n_pred": 1557, + "n_ref": 3545 + }, + "12": { + "Dice": 0.630633421093387, + "FN": 1466, + "FP": 919, + "IoU": 0.4605292920153811, + "TN": 63079099, + "TP": 2036, + "n_pred": 2955, + "n_ref": 3502 + }, + "13": { + "Dice": 0.7458598576495736, + "FN": 13903, + "FP": 7735, + "IoU": 0.5947181120059937, + "TN": 63030130, + "TP": 31752, + "n_pred": 39487, + "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": 0.978191168789425, + "FN": 2241, + "FP": 3187, + "IoU": 0.9573132849424736, + "TN": 62956361, + "TP": 121731, + "n_pred": 124918, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9842335675448299, + "FN": 1239, + "FP": 2809, + "IoU": 0.9689565790886363, + "TN": 62953122, + "TP": 126350, + "n_pred": 129159, + "n_ref": 127589 + }, + "4": { + "Dice": 0.5864088142383851, + "FN": 10418, + "FP": 318, + "IoU": 0.4148362130048509, + "TN": 63065173, + "TP": 7611, + "n_pred": 7929, + "n_ref": 18029 + }, + "5": { + "Dice": 0.4389648862943278, + "FN": 11916, + "FP": 962, + "IoU": 0.28120116097343156, + "TN": 63065604, + "TP": 5038, + "n_pred": 6000, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9269917218952903, + "FN": 137348, + "FP": 18959, + "IoU": 0.8639185184411315, + "TN": 61934892, + "TP": 992321, + "n_pred": 1011280, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.8925017603259974, + "FN": 7723, + "FP": 28154, + "IoU": 0.8058719448517675, + "TN": 62898709, + "TP": 148934, + "n_pred": 177088, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9313776554187284, + "FN": 11820, + "FP": 2936, + "IoU": 0.871568576252894, + "TN": 62968626, + "TP": 100138, + "n_pred": 103074, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8931435334196061, + "FN": 2514, + "FP": 7147, + "IoU": 0.8069190183068191, + "TN": 63033484, + "TP": 40375, + "n_pred": 47522, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9775445089656053, + "FN": 6108, + "FP": 7968, + "IoU": 0.956075367130794, + "TN": 109288360, + "TP": 306382, + "n_pred": 314350, + "n_ref": 312490 + }, + "10": { + "Dice": 0.640094481541522, + "FN": 16657, + "FP": 63490, + "IoU": 0.4706904066887688, + "TN": 109457400, + "TP": 71271, + "n_pred": 134761, + "n_ref": 87928 + }, + "11": { + "Dice": 0.4904072702793672, + "FN": 3009, + "FP": 19, + "IoU": 0.32486064659977704, + "TN": 109604333, + "TP": 1457, + "n_pred": 1476, + "n_ref": 4466 + }, + "12": { + "Dice": 0.5806783144912642, + "FN": 2386, + "FP": 62, + "IoU": 0.4091238233164374, + "TN": 109604675, + "TP": 1695, + "n_pred": 1757, + "n_ref": 4081 + }, + "13": { + "Dice": 0.6491552849541989, + "FN": 33440, + "FP": 17730, + "IoU": 0.48055507618593224, + "TN": 109510309, + "TP": 47339, + "n_pred": 65069, + "n_ref": 80779 + }, + "14": { + "Dice": 0.7236054268002367, + "FN": 21686, + "FP": 35785, + "IoU": 0.566913587689618, + "TN": 109476117, + "TP": 75230, + "n_pred": 111015, + "n_ref": 96916 + }, + "15": { + "Dice": 0.9092510769401064, + "FN": 4970, + "FP": 14706, + "IoU": 0.8336025438277503, + "TN": 109490571, + "TP": 98571, + "n_pred": 113277, + "n_ref": 103541 + }, + "2": { + "Dice": 0.8082937469570982, + "FN": 67133, + "FP": 2562, + "IoU": 0.6782659274407611, + "TN": 109392195, + "TP": 146928, + "n_pred": 149490, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8686840310570371, + "FN": 10678, + "FP": 60373, + "IoU": 0.7678527086192249, + "TN": 109302758, + "TP": 235009, + "n_pred": 295382, + "n_ref": 245687 + }, + "4": { + "Dice": 0.6928776500382383, + "FN": 22657, + "FP": 1840, + "IoU": 0.5300786495300212, + "TN": 109556688, + "TP": 27633, + "n_pred": 29473, + "n_ref": 50290 + }, + "5": { + "Dice": 0.6525438444174336, + "FN": 4915, + "FP": 1088, + "IoU": 0.4842783505154639, + "TN": 109597178, + "TP": 5637, + "n_pred": 6725, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9653730762266162, + "FN": 40284, + "FP": 46532, + "IoU": 0.9330639422235484, + "TN": 108311819, + "TP": 1210183, + "n_pred": 1256715, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.8521972597892565, + "FN": 292407, + "FP": 21709, + "IoU": 0.7424596839983044, + "TN": 108389141, + "TP": 905561, + "n_pred": 927270, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9457455688122944, + "FN": 2739, + "FP": 7206, + "IoU": 0.897075260804769, + "TN": 109512194, + "TP": 86679, + "n_pred": 93885, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7437797047940603, + "FN": 9270, + "FP": 22375, + "IoU": 0.5920774466329792, + "TN": 109531242, + "TP": 45931, + "n_pred": 68306, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9180635102713445, + "FN": 1952, + "FP": 8191, + "IoU": 0.8485373392865142, + "TN": 67000385, + "TP": 56824, + "n_pred": 65015, + "n_ref": 58776 + }, + "10": { + "Dice": 0.7766303150473672, + "FN": 22394, + "FP": 10050, + "IoU": 0.6348288048983635, + "TN": 66978506, + "TP": 56402, + "n_pred": 66452, + "n_ref": 78796 + }, + "11": { + "Dice": 0.16470588235294117, + "FN": 2839, + "FP": 72, + "IoU": 0.08974358974358974, + "TN": 67064154, + "TP": 287, + "n_pred": 359, + "n_ref": 3126 + }, + "12": { + "Dice": 0.02960017671747294, + "FN": 3244, + "FP": 1149, + "IoU": 0.015022421524663676, + "TN": 67062892, + "TP": 67, + "n_pred": 1216, + "n_ref": 3311 + }, + "13": { + "Dice": 0.5290808317937463, + "FN": 19167, + "FP": 14734, + "IoU": 0.359694022098404, + "TN": 67014407, + "TP": 19044, + "n_pred": 33778, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8376825090168663, + "FN": 15206, + "FP": 8151, + "IoU": 0.7207002523108565, + "TN": 66983725, + "TP": 60270, + "n_pred": 68421, + "n_ref": 75476 + }, + "15": { + "Dice": 0.31041130064311284, + "FN": 21781, + "FP": 20788, + "IoU": 0.18372003835091083, + "TN": 67015202, + "TP": 9581, + "n_pred": 30369, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9645102093918188, + "FN": 5179, + "FP": 5187, + "IoU": 0.9314531327492147, + "TN": 66916127, + "TP": 140859, + "n_pred": 146046, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9679597275688481, + "FN": 5102, + "FP": 5177, + "IoU": 0.9379088718007574, + "TN": 66901805, + "TP": 155268, + "n_pred": 160445, + "n_ref": 160370 + }, + "4": { + "Dice": 0.035407563658279344, + "FN": 12804, + "FP": 0, + "IoU": 0.018022854513382928, + "TN": 67054313, + "TP": 235, + "n_pred": 235, + "n_ref": 13039 + }, + "5": { + "Dice": 0.18968992992224248, + "FN": 7933, + "FP": 508, + "IoU": 0.10478311591897338, + "TN": 67057923, + "TP": 988, + "n_pred": 1496, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9678340191703114, + "FN": 47472, + "FP": 21151, + "IoU": 0.9376728521824901, + "TN": 65966339, + "TP": 1032390, + "n_pred": 1053541, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.9255138555823995, + "FN": 41120, + "FP": 8857, + "IoU": 0.8613548535649588, + "TN": 66706885, + "TP": 310490, + "n_pred": 319347, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9152052839915309, + "FN": 6179, + "FP": 8559, + "IoU": 0.8436667974923892, + "TN": 66973079, + "TP": 79535, + "n_pred": 88094, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9399986981709302, + "FN": 5138, + "FP": 4080, + "IoU": 0.8867901355865593, + "TN": 66985928, + "TP": 72206, + "n_pred": 76286, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8317893834256951, + "FN": 49258, + "FP": 3709, + "IoU": 0.7120200515424682, + "TN": 74335354, + "TP": 130959, + "n_pred": 134668, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7735277269619528, + "FN": 14288, + "FP": 10224, + "IoU": 0.6306932035616892, + "TN": 74452907, + "TP": 41861, + "n_pred": 52085, + "n_ref": 56149 + }, + "11": { + "Dice": 0.48331943286071727, + "FN": 2228, + "FP": 250, + "IoU": 0.31866923288424526, + "TN": 74515643, + "TP": 1159, + "n_pred": 1409, + "n_ref": 3387 + }, + "12": { + "Dice": 0.08793456032719836, + "FN": 2072, + "FP": 604, + "IoU": 0.045989304812834225, + "TN": 74516475, + "TP": 129, + "n_pred": 733, + "n_ref": 2201 + }, + "13": { + "Dice": 0.5664470695138574, + "FN": 17955, + "FP": 20215, + "IoU": 0.3951350923064733, + "TN": 74456175, + "TP": 24935, + "n_pred": 45150, + "n_ref": 42890 + }, + "14": { + "Dice": 0.6233366364665912, + "FN": 14312, + "FP": 6974, + "IoU": 0.4527879894084681, + "TN": 74480381, + "TP": 17613, + "n_pred": 24587, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7600236588819386, + "FN": 9157, + "FP": 4232, + "IoU": 0.6129340001734556, + "TN": 74484689, + "TP": 21202, + "n_pred": 25434, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9620924836853284, + "FN": 3653, + "FP": 7163, + "IoU": 0.9269539612753341, + "TN": 74371209, + "TP": 137255, + "n_pred": 144418, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9732734603750561, + "FN": 4897, + "FP": 3382, + "IoU": 0.9479383485407771, + "TN": 74360257, + "TP": 150744, + "n_pred": 154126, + "n_ref": 155641 + }, + "4": { + "Dice": 0.7062494428100206, + "FN": 5356, + "FP": 1234, + "IoU": 0.5458930540242558, + "TN": 74504768, + "TP": 7922, + "n_pred": 9156, + "n_ref": 13278 + }, + "5": { + "Dice": 0.5258666666666667, + "FN": 5717, + "FP": 2284, + "IoU": 0.35672937771345875, + "TN": 74506842, + "TP": 4437, + "n_pred": 6721, + "n_ref": 10154 + }, + "6": { + "Dice": 0.960809856605427, + "FN": 53375, + "FP": 73279, + "IoU": 0.9245756060261383, + "TN": 72840062, + "TP": 1552564, + "n_pred": 1625843, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.7467152001640569, + "FN": 65236, + "FP": 3930, + "IoU": 0.5958064761192373, + "TN": 74348159, + "TP": 101955, + "n_pred": 105885, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9586476626267623, + "FN": 2366, + "FP": 2984, + "IoU": 0.9205795466353933, + "TN": 74451917, + "TP": 62013, + "n_pred": 64997, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9246063373758697, + "FN": 7012, + "FP": 6988, + "IoU": 0.8597840674638944, + "TN": 74419434, + "TP": 85846, + "n_pred": 92834, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9496043840962236, + "FN": 4546, + "FP": 25001, + "IoU": 0.9040445044881205, + "TN": 65743256, + "TP": 278377, + "n_pred": 303378, + "n_ref": 282923 + }, + "10": { + "Dice": 0.7848525510614222, + "FN": 20071, + "FP": 14722, + "IoU": 0.6458907943616101, + "TN": 65952925, + "TP": 63462, + "n_pred": 78184, + "n_ref": 83533 + }, + "11": { + "Dice": 0.7036429274696423, + "FN": 1493, + "FP": 313, + "IoU": 0.5427848101265823, + "TN": 66047230, + "TP": 2144, + "n_pred": 2457, + "n_ref": 3637 + }, + "12": { + "Dice": 0.2561916362159968, + "FN": 2395, + "FP": 1269, + "IoU": 0.14691501746216531, + "TN": 66046885, + "TP": 631, + "n_pred": 1900, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7085200865361724, + "FN": 13402, + "FP": 14757, + "IoU": 0.5486109997916099, + "TN": 65988797, + "TP": 34224, + "n_pred": 48981, + "n_ref": 47626 + }, + "14": { + "Dice": 0.9323293355264789, + "FN": 2271, + "FP": 5916, + "IoU": 0.8732368196949756, + "TN": 65986595, + "TP": 56398, + "n_pred": 62314, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7857641311933008, + "FN": 4328, + "FP": 6724, + "IoU": 0.6471264367816092, + "TN": 66019860, + "TP": 20268, + "n_pred": 26992, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9070439946138055, + "FN": 20679, + "FP": 4587, + "IoU": 0.8298998222653095, + "TN": 65902644, + "TP": 123270, + "n_pred": 127857, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9175874825641337, + "FN": 5526, + "FP": 21652, + "IoU": 0.8477243821401957, + "TN": 65872701, + "TP": 151301, + "n_pred": 172953, + "n_ref": 156827 + }, + "4": { + "Dice": 0.908305245873304, + "FN": 3253, + "FP": 2052, + "IoU": 0.8320139328689043, + "TN": 66019600, + "TP": 26275, + "n_pred": 28327, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8818571945607776, + "FN": 1451, + "FP": 834, + "IoU": 0.7886802922408213, + "TN": 66040367, + "TP": 8528, + "n_pred": 9362, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9715061692568895, + "FN": 25829, + "FP": 32692, + "IoU": 0.9445911489376206, + "TN": 64995013, + "TP": 997646, + "n_pred": 1030338, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.9307438546864863, + "FN": 116433, + "FP": 11566, + "IoU": 0.8704592054634257, + "TN": 65063082, + "TP": 860099, + "n_pred": 871665, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9279471928216739, + "FN": 3839, + "FP": 8190, + "IoU": 0.865579742535312, + "TN": 65961692, + "TP": 77459, + "n_pred": 85649, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8556448683732609, + "FN": 15903, + "FP": 2379, + "IoU": 0.7477092073305366, + "TN": 65978716, + "TP": 54182, + "n_pred": 56561, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9781679550854332, + "FN": 1110, + "FP": 5699, + "IoU": 0.9572688192287175, + "TN": 113313195, + "TP": 152536, + "n_pred": 158235, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8982395265794055, + "FN": 4976, + "FP": 12151, + "IoU": 0.8152765943678074, + "TN": 113379823, + "TP": 75590, + "n_pred": 87741, + "n_ref": 80566 + }, + "11": { + "Dice": 0.5701999569984949, + "FN": 1904, + "FP": 95, + "IoU": 0.398796992481203, + "TN": 113469215, + "TP": 1326, + "n_pred": 1421, + "n_ref": 3230 + }, + "12": { + "Dice": 0.7319174216545373, + "FN": 1619, + "FP": 186, + "IoU": 0.5771843523073319, + "TN": 113468271, + "TP": 2464, + "n_pred": 2650, + "n_ref": 4083 + }, + "13": { + "Dice": 0.689711301811363, + "FN": 23911, + "FP": 23745, + "IoU": 0.5263811729161905, + "TN": 113371919, + "TP": 52965, + "n_pred": 76710, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9666581121028068, + "FN": 9347, + "FP": 8192, + "IoU": 0.9354678479838991, + "TN": 113200753, + "TP": 254248, + "n_pred": 262440, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7792202515186607, + "FN": 2706, + "FP": 8161, + "IoU": 0.6382971641592331, + "TN": 113442496, + "TP": 19177, + "n_pred": 27338, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9683726098211577, + "FN": 4202, + "FP": 3825, + "IoU": 0.9386844698387479, + "TN": 113341627, + "TP": 122886, + "n_pred": 126711, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9124107252801379, + "FN": 1745, + "FP": 21017, + "IoU": 0.8389294989279421, + "TN": 113331223, + "TP": 118555, + "n_pred": 139572, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8400843700228143, + "FN": 1818, + "FP": 9327, + "IoU": 0.7242633414978105, + "TN": 113432121, + "TP": 29274, + "n_pred": 38601, + "n_ref": 31092 + }, + "5": { + "Dice": 0.483705419977913, + "FN": 21657, + "FP": 2186, + "IoU": 0.3190049126013938, + "TN": 113437528, + "TP": 11169, + "n_pred": 13355, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9629878811028544, + "FN": 34341, + "FP": 50929, + "IoU": 0.9286177697971211, + "TN": 112277985, + "TP": 1109285, + "n_pred": 1160214, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.9257277802218844, + "FN": 14967, + "FP": 17616, + "IoU": 0.8617255134951621, + "TN": 113236900, + "TP": 203057, + "n_pred": 220673, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9424946312919678, + "FN": 20807, + "FP": 2838, + "IoU": 0.8912433536327342, + "TN": 113255128, + "TP": 193767, + "n_pred": 196605, + "n_ref": 214574 + }, + "9": { + "Dice": 0.909680489396251, + "FN": 13523, + "FP": 4888, + "IoU": 0.8343246915691056, + "TN": 113361413, + "TP": 92716, + "n_pred": 97604, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8591189636812886, + "FN": 2538, + "FP": 38343, + "IoU": 0.7530311542853, + "TN": 75031197, + "TP": 124650, + "n_pred": 162993, + "n_ref": 127188 + }, + "10": { + "Dice": 0.902101028162718, + "FN": 12272, + "FP": 6781, + "IoU": 0.8216612377850163, + "TN": 75089892, + "TP": 87783, + "n_pred": 94564, + "n_ref": 100055 + }, + "11": { + "Dice": 0.6168527187612531, + "FN": 1831, + "FP": 297, + "IoU": 0.4459776099973965, + "TN": 75192887, + "TP": 1713, + "n_pred": 2010, + "n_ref": 3544 + }, + "12": { + "Dice": 0.4595238095238095, + "FN": 2141, + "FP": 129, + "IoU": 0.2982998454404946, + "TN": 75193493, + "TP": 965, + "n_pred": 1094, + "n_ref": 3106 + }, + "13": { + "Dice": 0.7370609233495489, + "FN": 12003, + "FP": 18860, + "IoU": 0.5836076632487858, + "TN": 75122608, + "TP": 43257, + "n_pred": 62117, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9249978178009253, + "FN": 5891, + "FP": 14731, + "IoU": 0.8604613396306847, + "TN": 75048941, + "TP": 127165, + "n_pred": 141896, + "n_ref": 133056 + }, + "15": { + "Dice": 0.8704107816864867, + "FN": 12586, + "FP": 5645, + "IoU": 0.7705551430333388, + "TN": 75117271, + "TP": 61226, + "n_pred": 66871, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9527360896853045, + "FN": 6427, + "FP": 7452, + "IoU": 0.9097383002523347, + "TN": 75042964, + "TP": 139885, + "n_pred": 147337, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9548709772386714, + "FN": 3181, + "FP": 10462, + "IoU": 0.9136393272438393, + "TN": 75038751, + "TP": 144334, + "n_pred": 154796, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9102836879432624, + "FN": 1860, + "FP": 2694, + "IoU": 0.8353400585746827, + "TN": 75169071, + "TP": 23103, + "n_pred": 25797, + "n_ref": 24963 + }, + "5": { + "Dice": 0.6591760299625468, + "FN": 3829, + "FP": 175, + "IoU": 0.49162011173184356, + "TN": 75188852, + "TP": 3872, + "n_pred": 4047, + "n_ref": 7701 + }, + "6": { + "Dice": 0.979423930647497, + "FN": 27998, + "FP": 23621, + "IoU": 0.9596775390480059, + "TN": 73916573, + "TP": 1228536, + "n_pred": 1252157, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9466484540913487, + "FN": 9395, + "FP": 6658, + "IoU": 0.8987013478721793, + "TN": 75038256, + "TP": 142419, + "n_pred": 149077, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9370618922519517, + "FN": 9477, + "FP": 633, + "IoU": 0.8815770978775243, + "TN": 75111356, + "TP": 75262, + "n_pred": 75895, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8693031519378824, + "FN": 11179, + "FP": 8683, + "IoU": 0.7688207085990968, + "TN": 75110812, + "TP": 66054, + "n_pred": 74737, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9758872088083674, + "FN": 3352, + "FP": 7149, + "IoU": 0.9529098915685342, + "TN": 86704874, + "TP": 212497, + "n_pred": 219646, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7018268291334083, + "FN": 11720, + "FP": 36805, + "IoU": 0.5406265087614666, + "TN": 86822239, + "TP": 57108, + "n_pred": 93913, + "n_ref": 68828 + }, + "11": { + "Dice": 0.4384682841274481, + "FN": 1840, + "FP": 81, + "IoU": 0.28079371022089106, + "TN": 86925201, + "TP": 750, + "n_pred": 831, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6341214838972686, + "FN": 1804, + "FP": 1786, + "IoU": 0.46425906581107296, + "TN": 86921171, + "TP": 3111, + "n_pred": 4897, + "n_ref": 4915 + }, + "13": { + "Dice": 0.5728657998470318, + "FN": 16413, + "FP": 41667, + "IoU": 0.4014099022962444, + "TN": 86830844, + "TP": 38948, + "n_pred": 80615, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8635066016414892, + "FN": 10683, + "FP": 12267, + "IoU": 0.7597990475692082, + "TN": 86832327, + "TP": 72595, + "n_pred": 84862, + "n_ref": 83278 + }, + "15": { + "Dice": 0.9196482997430865, + "FN": 18574, + "FP": 6603, + "IoU": 0.8512489956042917, + "TN": 86758616, + "TP": 144079, + "n_pred": 150682, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9527799759782438, + "FN": 5626, + "FP": 6129, + "IoU": 0.909818332463866, + "TN": 86797524, + "TP": 118593, + "n_pred": 124722, + "n_ref": 124219 + }, + "3": { + "Dice": 0.961369609320919, + "FN": 9946, + "FP": 2945, + "IoU": 0.9256128243006186, + "TN": 86754576, + "TP": 160405, + "n_pred": 163350, + "n_ref": 170351 + }, + "4": { + "Dice": 0.8438282194785837, + "FN": 1520, + "FP": 4033, + "IoU": 0.7298467526149356, + "TN": 86907317, + "TP": 15002, + "n_pred": 19035, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8494999593462883, + "FN": 249, + "FP": 1602, + "IoU": 0.7383745583038869, + "TN": 86920797, + "TP": 5224, + "n_pred": 6826, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9582880023422399, + "FN": 22200, + "FP": 78098, + "IoU": 0.919916449553144, + "TN": 85675455, + "TP": 1152119, + "n_pred": 1230217, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.9310725486482866, + "FN": 116097, + "FP": 18210, + "IoU": 0.871034369517686, + "TN": 85886455, + "TP": 907110, + "n_pred": 925320, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9386056191467221, + "FN": 3425, + "FP": 3242, + "IoU": 0.884313725490196, + "TN": 86870242, + "TP": 50963, + "n_pred": 54205, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8443233524145017, + "FN": 4741, + "FP": 12229, + "IoU": 0.730587880423566, + "TN": 86864883, + "TP": 46019, + "n_pred": 58248, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9685932277203083, + "FN": 2835, + "FP": 2718, + "IoU": 0.9390991544291025, + "TN": 37658419, + "TP": 85628, + "n_pred": 88346, + "n_ref": 88463 + }, + "10": { + "Dice": 0.8534290551479772, + "FN": 13120, + "FP": 2723, + "IoU": 0.7443316603998903, + "TN": 37687633, + "TP": 46124, + "n_pred": 48847, + "n_ref": 59244 + }, + "11": { + "Dice": 0.7369908170473275, + "FN": 1023, + "FP": 94, + "IoU": 0.5835197613721104, + "TN": 37746918, + "TP": 1565, + "n_pred": 1659, + "n_ref": 2588 + }, + "12": { + "Dice": 0.6405144694533762, + "FN": 1423, + "FP": 254, + "IoU": 0.47114474929044464, + "TN": 37746429, + "TP": 1494, + "n_pred": 1748, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7271583330473478, + "FN": 13102, + "FP": 10749, + "IoU": 0.5712873422727109, + "TN": 37693966, + "TP": 31783, + "n_pred": 42532, + "n_ref": 44885 + }, + "14": { + "Dice": 0.40674723633234766, + "FN": 7148, + "FP": 264506, + "IoU": 0.255293601622896, + "TN": 37384820, + "TP": 93126, + "n_pred": 357632, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 8244, + "IoU": 0.0, + "TN": 37741356, + "TP": 0, + "n_pred": 8244, + "n_ref": 0 + }, + "2": { + "Dice": 0.7380006001996583, + "FN": 39982, + "FP": 2797, + "IoU": 0.5847868075978608, + "TN": 37646571, + "TP": 60250, + "n_pred": 63047, + "n_ref": 100232 + }, + "3": { + "Dice": 0.886238551272545, + "FN": 3839, + "FP": 17947, + "IoU": 0.7957166701048328, + "TN": 37642954, + "TP": 84860, + "n_pred": 102807, + "n_ref": 88699 + }, + "4": { + "Dice": 0.13556631478688785, + "FN": 10840, + "FP": 51, + "IoU": 0.07271179225202214, + "TN": 37737855, + "TP": 854, + "n_pred": 905, + "n_ref": 11694 + }, + "5": { + "Dice": 0.8061921994370728, + "FN": 2029, + "FP": 1827, + "IoU": 0.6753115527113506, + "TN": 37737724, + "TP": 8020, + "n_pred": 9847, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9643175575890577, + "FN": 43844, + "FP": 7862, + "IoU": 0.9310938547381804, + "TN": 36999217, + "TP": 698677, + "n_pred": 706539, + "n_ref": 742521 + }, + "7": { + "Dice": 0.931222234541893, + "FN": 30338, + "FP": 16185, + "IoU": 0.8712964141266039, + "TN": 37388126, + "TP": 314951, + "n_pred": 331136, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9307115506318999, + "FN": 5289, + "FP": 5550, + "IoU": 0.8704026974030322, + "TN": 37665964, + "TP": 72797, + "n_pred": 78347, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8821242941910464, + "FN": 5638, + "FP": 7493, + "IoU": 0.7891076705640498, + "TN": 37687336, + "TP": 49133, + "n_pred": 56626, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.974333897497745, + "FN": 5748, + "FP": 4382, + "IoU": 0.9499523237832683, + "TN": 75704281, + "TP": 192277, + "n_pred": 196659, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9258990368326799, + "FN": 8896, + "FP": 7945, + "IoU": 0.8620223503965393, + "TN": 75784632, + "TP": 105215, + "n_pred": 113160, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6235578977353653, + "FN": 2153, + "FP": 490, + "IoU": 0.45302152317880795, + "TN": 75901856, + "TP": 2189, + "n_pred": 2679, + "n_ref": 4342 + }, + "12": { + "Dice": 0.6500920810313076, + "FN": 2113, + "FP": 547, + "IoU": 0.4815825375170532, + "TN": 75901557, + "TP": 2471, + "n_pred": 3018, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7962227626941977, + "FN": 9418, + "FP": 7004, + "IoU": 0.6614369652613132, + "TN": 75858183, + "TP": 32083, + "n_pred": 39087, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9281412776174893, + "FN": 3850, + "FP": 14705, + "IoU": 0.8659175488672906, + "TN": 75768303, + "TP": 119830, + "n_pred": 134535, + "n_ref": 123680 + }, + "15": { + "Dice": 0.8707561190841113, + "FN": 37283, + "FP": 7241, + "IoU": 0.7710966017171353, + "TN": 75712178, + "TP": 149986, + "n_pred": 157227, + "n_ref": 187269 + }, + "2": { + "Dice": 0.965631061441548, + "FN": 5776, + "FP": 7531, + "IoU": 0.9335460737899762, + "TN": 75706444, + "TP": 186937, + "n_pred": 194468, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9681117979903747, + "FN": 10849, + "FP": 4987, + "IoU": 0.9381944634166332, + "TN": 75650465, + "TP": 240387, + "n_pred": 245374, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9007682356135503, + "FN": 1978, + "FP": 4235, + "IoU": 0.8194525165639893, + "TN": 75872276, + "TP": 28199, + "n_pred": 32434, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8456821904984788, + "FN": 595, + "FP": 2702, + "IoU": 0.7326250912334766, + "TN": 75894357, + "TP": 9034, + "n_pred": 11736, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9760188458682703, + "FN": 59212, + "FP": 21759, + "IoU": 0.9531609463026413, + "TN": 74177981, + "TP": 1647736, + "n_pred": 1669495, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.946835691645193, + "FN": 13402, + "FP": 15833, + "IoU": 0.8990389098205251, + "TN": 75617121, + "TP": 260332, + "n_pred": 276165, + "n_ref": 273734 + }, + "8": { + "Dice": 0.947463347164592, + "FN": 6120, + "FP": 3376, + "IoU": 0.9001713570850373, + "TN": 75811565, + "TP": 85627, + "n_pred": 89003, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8576759489607576, + "FN": 13621, + "FP": 7661, + "IoU": 0.7508166777898767, + "TN": 75821281, + "TP": 64125, + "n_pred": 71786, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9678771676150253, + "FN": 2005, + "FP": 4171, + "IoU": 0.9377538576280753, + "TN": 61288531, + "TP": 93043, + "n_pred": 97214, + "n_ref": 95048 + }, + "10": { + "Dice": 0.9192936211736229, + "FN": 5512, + "FP": 7225, + "IoU": 0.8506414315532729, + "TN": 61302472, + "TP": 72541, + "n_pred": 79766, + "n_ref": 78053 + }, + "11": { + "Dice": 0.7062479555119399, + "FN": 1183, + "FP": 613, + "IoU": 0.5458912768647282, + "TN": 61383795, + "TP": 2159, + "n_pred": 2772, + "n_ref": 3342 + }, + "12": { + "Dice": 0.7703858913916536, + "FN": 1163, + "FP": 152, + "IoU": 0.6265265549559784, + "TN": 61384229, + "TP": 2206, + "n_pred": 2358, + "n_ref": 3369 + }, + "13": { + "Dice": 0.7573780677228953, + "FN": 8980, + "FP": 10545, + "IoU": 0.6095, + "TN": 61337750, + "TP": 30475, + "n_pred": 41020, + "n_ref": 39455 + }, + "14": { + "Dice": 0.895153834118032, + "FN": 3528, + "FP": 11214, + "IoU": 0.8102067615933259, + "TN": 61310076, + "TP": 62932, + "n_pred": 74146, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9137815981451112, + "FN": 2335, + "FP": 5288, + "IoU": 0.8412503384077136, + "TN": 61339731, + "TP": 40396, + "n_pred": 45684, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9662706118801353, + "FN": 5037, + "FP": 3908, + "IoU": 0.934742325201354, + "TN": 61250678, + "TP": 128127, + "n_pred": 132035, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9771075812652787, + "FN": 3118, + "FP": 2997, + "IoU": 0.9552398310605561, + "TN": 61251133, + "TP": 130502, + "n_pred": 133499, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7578451442833506, + "FN": 5464, + "FP": 3171, + "IoU": 0.6101052061227255, + "TN": 61365603, + "TP": 13512, + "n_pred": 16683, + "n_ref": 18976 + }, + "5": { + "Dice": 0.2954344174683158, + "FN": 22858, + "FP": 213, + "IoU": 0.1733194782857962, + "TN": 61359842, + "TP": 4837, + "n_pred": 5050, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9703309950725604, + "FN": 32419, + "FP": 26426, + "IoU": 0.9423717626043713, + "TN": 60366636, + "TP": 962269, + "n_pred": 988695, + "n_ref": 994688 + }, + "7": { + "Dice": 0.9424040440189675, + "FN": 11603, + "FP": 8997, + "IoU": 0.8910813611657467, + "TN": 61198618, + "TP": 168532, + "n_pred": 177529, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9302489426848125, + "FN": 19209, + "FP": 14848, + "IoU": 0.8695938520682645, + "TN": 61126589, + "TP": 227104, + "n_pred": 241952, + "n_ref": 246313 + }, + "9": { + "Dice": 0.8992775447840494, + "FN": 8206, + "FP": 7813, + "IoU": 0.8169884610990518, + "TN": 61300220, + "TP": 71511, + "n_pred": 79324, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9765566909562151, + "FN": 1644, + "FP": 7184, + "IoU": 0.954187381290932, + "TN": 39556102, + "TP": 183870, + "n_pred": 191054, + "n_ref": 185514 + }, + "10": { + "Dice": 0.8156722721339169, + "FN": 9342, + "FP": 9862, + "IoU": 0.6887217557623108, + "TN": 39687106, + "TP": 42490, + "n_pred": 52352, + "n_ref": 51832 + }, + "11": { + "Dice": 0.8370091447014524, + "FN": 697, + "FP": 212, + "IoU": 0.7197039777983348, + "TN": 39745557, + "TP": 2334, + "n_pred": 2546, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8012260536398468, + "FN": 846, + "FP": 451, + "IoU": 0.6683712605471747, + "TN": 39744889, + "TP": 2614, + "n_pred": 3065, + "n_ref": 3460 + }, + "13": { + "Dice": 0.7820798209441788, + "FN": 11664, + "FP": 6251, + "IoU": 0.6421437417602174, + "TN": 39698738, + "TP": 32147, + "n_pred": 38398, + "n_ref": 43811 + }, + "14": { + "Dice": 0.41168989912708503, + "FN": 16661, + "FP": 30988, + "IoU": 0.2591999502495297, + "TN": 39684479, + "TP": 16672, + "n_pred": 47660, + "n_ref": 33333 + }, + "15": { + "Dice": 0.9104874611515021, + "FN": 2938, + "FP": 6653, + "IoU": 0.8356833250526821, + "TN": 39690431, + "TP": 48778, + "n_pred": 55431, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9467048710601719, + "FN": 6337, + "FP": 6218, + "IoU": 0.8988030467899891, + "TN": 39624735, + "TP": 111510, + "n_pred": 117728, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9512252453428924, + "FN": 4779, + "FP": 8501, + "IoU": 0.9069871687118283, + "TN": 39606024, + "TP": 129496, + "n_pred": 137997, + "n_ref": 134275 + }, + "4": { + "Dice": 0.916282850176104, + "FN": 1790, + "FP": 2227, + "IoU": 0.8455, + "TN": 39722800, + "TP": 21983, + "n_pred": 24210, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8180670083946215, + "FN": 1018, + "FP": 1431, + "IoU": 0.6921433060967944, + "TN": 39740845, + "TP": 5506, + "n_pred": 6937, + "n_ref": 6524 + }, + "6": { + "Dice": 0.977905319852391, + "FN": 16240, + "FP": 24959, + "IoU": 0.9567658836764162, + "TN": 38795872, + "TP": 911729, + "n_pred": 936688, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9693888346270849, + "FN": 21945, + "FP": 22904, + "IoU": 0.9405960921026141, + "TN": 38993816, + "TP": 710135, + "n_pred": 733039, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9565761077832234, + "FN": 2106, + "FP": 2200, + "IoU": 0.9167665365137048, + "TN": 39697066, + "TP": 47428, + "n_pred": 49628, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9049354317079281, + "FN": 1896, + "FP": 6452, + "IoU": 0.8263763232877852, + "TN": 39700719, + "TP": 39733, + "n_pred": 46185, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.878079495527094, + "FN": 2825, + "FP": 23315, + "IoU": 0.7826574984825935, + "TN": 101276337, + "TP": 94131, + "n_pred": 117446, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8921909307288751, + "FN": 9859, + "FP": 7670, + "IoU": 0.8053652524400129, + "TN": 101306547, + "TP": 72532, + "n_pred": 80202, + "n_ref": 82391 + }, + "11": { + "Dice": 0.5453145057766368, + "FN": 3405, + "FP": 137, + "IoU": 0.3748676314860572, + "TN": 101390942, + "TP": 2124, + "n_pred": 2261, + "n_ref": 5529 + }, + "12": { + "Dice": 0.6519440855162693, + "FN": 2450, + "FP": 513, + "IoU": 0.4836179853607529, + "TN": 101390870, + "TP": 2775, + "n_pred": 3288, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9026122448979592, + "FN": 5717, + "FP": 3827, + "IoU": 0.8225098564308562, + "TN": 101342836, + "TP": 44228, + "n_pred": 48055, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9736810119426189, + "FN": 3329, + "FP": 5982, + "IoU": 0.9487118754234534, + "TN": 101215065, + "TP": 172232, + "n_pred": 178214, + "n_ref": 175561 + }, + "15": { + "Dice": 0.9243703916499091, + "FN": 2741, + "FP": 1208, + "IoU": 0.8593761128124777, + "TN": 101368526, + "TP": 24133, + "n_pred": 25341, + "n_ref": 26874 + }, + "2": { + "Dice": 0.97574008466062, + "FN": 6439, + "FP": 2278, + "IoU": 0.9526293766336806, + "TN": 101212591, + "TP": 175300, + "n_pred": 177578, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9706050473429036, + "FN": 3317, + "FP": 6608, + "IoU": 0.9428888735441697, + "TN": 101222824, + "TP": 163859, + "n_pred": 170467, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8798183702680026, + "FN": 1233, + "FP": 1202, + "IoU": 0.785424744448361, + "TN": 101385260, + "TP": 8913, + "n_pred": 10115, + "n_ref": 10146 + }, + "5": { + "Dice": 0.6870736287901893, + "FN": 17114, + "FP": 2381, + "IoU": 0.5233146685575959, + "TN": 101355711, + "TP": 21402, + "n_pred": 23783, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9782543116828205, + "FN": 42082, + "FP": 37429, + "IoU": 0.9574342450067106, + "TN": 99528651, + "TP": 1788446, + "n_pred": 1825875, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9600456411314765, + "FN": 16767, + "FP": 20210, + "IoU": 0.9231613223641967, + "TN": 100915379, + "TP": 444252, + "n_pred": 464462, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9546734609109031, + "FN": 15537, + "FP": 7270, + "IoU": 0.913277741654594, + "TN": 101133619, + "TP": 240182, + "n_pred": 247452, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9303702551683534, + "FN": 2868, + "FP": 9668, + "IoU": 0.869805892799651, + "TN": 101300321, + "TP": 83751, + "n_pred": 93419, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9237947329298078, + "FN": 8210, + "FP": 26236, + "IoU": 0.8583815385374397, + "TN": 73640273, + "TP": 208785, + "n_pred": 235021, + "n_ref": 216995 + }, + "10": { + "Dice": 0.2996133080402743, + "FN": 59415, + "FP": 17381, + "IoU": 0.17620304220033897, + "TN": 73790282, + "TP": 16426, + "n_pred": 33807, + "n_ref": 75841 + }, + "11": { + "Dice": 0.303037095147372, + "FN": 4907, + "FP": 1312, + "IoU": 0.1785761458195747, + "TN": 73875933, + "TP": 1352, + "n_pred": 2664, + "n_ref": 6259 + }, + "12": { + "Dice": 0.1741611194131232, + "FN": 4900, + "FP": 1179, + "IoU": 0.09538690476190476, + "TN": 73876784, + "TP": 641, + "n_pred": 1820, + "n_ref": 5541 + }, + "13": { + "Dice": 0.03489304325644109, + "FN": 59324, + "FP": 46610, + "IoU": 0.01775630742983245, + "TN": 73775655, + "TP": 1915, + "n_pred": 48525, + "n_ref": 61239 + }, + "14": { + "Dice": 0.8304152773004654, + "FN": 11737, + "FP": 24779, + "IoU": 0.710008656220964, + "TN": 73757583, + "TP": 89405, + "n_pred": 114184, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8537126937379583, + "FN": 47814, + "FP": 11941, + "IoU": 0.7447632797416666, + "TN": 73649388, + "TP": 174361, + "n_pred": 186302, + "n_ref": 222175 + }, + "2": { + "Dice": 0.7063194078014292, + "FN": 75262, + "FP": 21025, + "IoU": 0.5459766592007544, + "TN": 73671429, + "TP": 115788, + "n_pred": 136813, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7317242880838924, + "FN": 24531, + "FP": 94992, + "IoU": 0.5769441779961277, + "TN": 73600981, + "TP": 163000, + "n_pred": 257992, + "n_ref": 187531 + }, + "4": { + "Dice": 0.13060512024825446, + "FN": 44521, + "FP": 305, + "IoU": 0.06986491814163882, + "TN": 73835311, + "TP": 3367, + "n_pred": 3672, + "n_ref": 47888 + }, + "5": { + "Dice": 0.6793453204241586, + "FN": 6287, + "FP": 2059, + "IoU": 0.5144004189212777, + "TN": 73866317, + "TP": 8841, + "n_pred": 10900, + "n_ref": 15128 + }, + "6": { + "Dice": 0.8509679937835236, + "FN": 193906, + "FP": 334091, + "IoU": 0.7405955527606096, + "TN": 71848084, + "TP": 1507423, + "n_pred": 1841514, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.6152340506718202, + "FN": 85532, + "FP": 23371, + "IoU": 0.4442873909271827, + "TN": 73687534, + "TP": 87067, + "n_pred": 110438, + "n_ref": 172599 + }, + "8": { + "Dice": 0.878069380100108, + "FN": 8751, + "FP": 10883, + "IoU": 0.7826414258828739, + "TN": 73793174, + "TP": 70696, + "n_pred": 81579, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7723616923463367, + "FN": 8698, + "FP": 39333, + "IoU": 0.6291443396080733, + "TN": 73753990, + "TP": 81483, + "n_pred": 120816, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9677363267306127, + "FN": 3670, + "FP": 8577, + "IoU": 0.9374894726902444, + "TN": 69299857, + "TP": 183672, + "n_pred": 192249, + "n_ref": 187342 + }, + "10": { + "Dice": 0.8182651880696408, + "FN": 9476, + "FP": 16286, + "IoU": 0.6924270824627802, + "TN": 69412017, + "TP": 57997, + "n_pred": 74283, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7593498500867919, + "FN": 1055, + "FP": 470, + "IoU": 0.6120580005087763, + "TN": 69491845, + "TP": 2406, + "n_pred": 2876, + "n_ref": 3461 + }, + "12": { + "Dice": 0.5426543862298052, + "FN": 1355, + "FP": 1674, + "IoU": 0.37235806050559467, + "TN": 69490950, + "TP": 1797, + "n_pred": 3471, + "n_ref": 3152 + }, + "13": { + "Dice": 0.8084793634403377, + "FN": 11266, + "FP": 20265, + "IoU": 0.6785273696767024, + "TN": 69397693, + "TP": 66552, + "n_pred": 86817, + "n_ref": 77818 + }, + "14": { + "Dice": 0.949323020005573, + "FN": 9649, + "FP": 5446, + "IoU": 0.9035346144260326, + "TN": 69339295, + "TP": 141386, + "n_pred": 146832, + "n_ref": 151035 + }, + "15": { + "Dice": 0.9316517187827461, + "FN": 7310, + "FP": 5409, + "IoU": 0.8720486897037373, + "TN": 69396371, + "TP": 86686, + "n_pred": 92095, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9661259510227447, + "FN": 5006, + "FP": 5172, + "IoU": 0.9344716138087328, + "TN": 69340454, + "TP": 145144, + "n_pred": 150316, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9670818845849244, + "FN": 8329, + "FP": 2852, + "IoU": 0.936261907069279, + "TN": 69320355, + "TP": 164240, + "n_pred": 167092, + "n_ref": 172569 + }, + "4": { + "Dice": 0.6846404143701441, + "FN": 16499, + "FP": 2497, + "IoU": 0.5204967689822294, + "TN": 69456160, + "TP": 20620, + "n_pred": 23117, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8267072365588312, + "FN": 4693, + "FP": 1344, + "IoU": 0.7046043939912903, + "TN": 69475339, + "TP": 14400, + "n_pred": 15744, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9812917330709546, + "FN": 25489, + "FP": 28815, + "IoU": 0.9632706093856633, + "TN": 68017287, + "TP": 1424185, + "n_pred": 1453000, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9631573432901216, + "FN": 9634, + "FP": 13574, + "IoU": 0.9289329842450967, + "TN": 69169211, + "TP": 303357, + "n_pred": 316931, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9030298673759121, + "FN": 13310, + "FP": 2878, + "IoU": 0.8232036958159955, + "TN": 69404213, + "TP": 75375, + "n_pred": 78253, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9271879528700145, + "FN": 6792, + "FP": 4764, + "IoU": 0.8642594528561193, + "TN": 69410643, + "TP": 73577, + "n_pred": 78341, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9458923937269715, + "FN": 3583, + "FP": 19164, + "IoU": 0.897339501297529, + "TN": 50611977, + "TP": 198828, + "n_pred": 217992, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8934237493990537, + "FN": 5222, + "FP": 11626, + "IoU": 0.8073765806141815, + "TN": 50746086, + "TP": 70618, + "n_pred": 82244, + "n_ref": 75840 + }, + "11": { + "Dice": 0.7346240432237731, + "FN": 2650, + "FP": 297, + "IoU": 0.580557927697125, + "TN": 50826526, + "TP": 4079, + "n_pred": 4376, + "n_ref": 6729 + }, + "12": { + "Dice": 0.312707182320442, + "FN": 4884, + "FP": 1336, + "IoU": 0.1853307138179437, + "TN": 50825917, + "TP": 1415, + "n_pred": 2751, + "n_ref": 6299 + }, + "13": { + "Dice": 0.7522539963493556, + "FN": 7463, + "FP": 19411, + "IoU": 0.6028903271566628, + "TN": 50765878, + "TP": 40800, + "n_pred": 60211, + "n_ref": 48263 + }, + "14": { + "Dice": 0.5900132202937574, + "FN": 26414, + "FP": 7389, + "IoU": 0.4184530158620927, + "TN": 50775426, + "TP": 24323, + "n_pred": 31712, + "n_ref": 50737 + }, + "15": { + "Dice": 0.21907732886961373, + "FN": 30437, + "FP": 354, + "IoU": 0.12301338649957277, + "TN": 50798442, + "TP": 4319, + "n_pred": 4673, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9670426938808531, + "FN": 8860, + "FP": 4991, + "IoU": 0.936188444722912, + "TN": 50616491, + "TP": 203210, + "n_pred": 208201, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9662437614726243, + "FN": 6530, + "FP": 7207, + "IoU": 0.9346920729098326, + "TN": 50623210, + "TP": 196605, + "n_pred": 203812, + "n_ref": 203135 + }, + "4": { + "Dice": 0.9085680540221326, + "FN": 272, + "FP": 3289, + "IoU": 0.8324550672814529, + "TN": 50812298, + "TP": 17693, + "n_pred": 20982, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8091133004926109, + "FN": 2989, + "FP": 1661, + "IoU": 0.6794208893485005, + "TN": 50819047, + "TP": 9855, + "n_pred": 11516, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9851951137019732, + "FN": 33548, + "FP": 31455, + "IoU": 0.9708222013947242, + "TN": 48605728, + "TP": 2162821, + "n_pred": 2194276, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.9119257536756324, + "FN": 8360, + "FP": 34136, + "IoU": 0.8381098594661313, + "TN": 50571053, + "TP": 220003, + "n_pred": 254139, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9555057570509525, + "FN": 7200, + "FP": 1715, + "IoU": 0.9148023203585661, + "TN": 50728913, + "TP": 95724, + "n_pred": 97439, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9272105731131465, + "FN": 7709, + "FP": 9155, + "IoU": 0.8642987615974508, + "TN": 50709279, + "TP": 107409, + "n_pred": 116564, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9745703885151432, + "FN": 4868, + "FP": 5939, + "IoU": 0.9504020340352101, + "TN": 76666968, + "TP": 207085, + "n_pred": 213024, + "n_ref": 211953 + }, + "10": { + "Dice": 0.8052288338629241, + "FN": 9335, + "FP": 17574, + "IoU": 0.6739607187428059, + "TN": 76802327, + "TP": 55624, + "n_pred": 73198, + "n_ref": 64959 + }, + "11": { + "Dice": 0.6331423721621048, + "FN": 1382, + "FP": 347, + "IoU": 0.46321018317292767, + "TN": 76881639, + "TP": 1492, + "n_pred": 1839, + "n_ref": 2874 + }, + "12": { + "Dice": 0.5547003848268279, + "FN": 1600, + "FP": 20, + "IoU": 0.38379612019779386, + "TN": 76882231, + "TP": 1009, + "n_pred": 1029, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5853091081163678, + "FN": 13097, + "FP": 28968, + "IoU": 0.41373639391785483, + "TN": 76813109, + "TP": 29686, + "n_pred": 58654, + "n_ref": 42783 + }, + "14": { + "Dice": 0.922489375908742, + "FN": 7595, + "FP": 4826, + "IoU": 0.8561301905368622, + "TN": 76798525, + "TP": 73914, + "n_pred": 78740, + "n_ref": 81509 + }, + "15": { + "Dice": 0.7704972773040173, + "FN": 10018, + "FP": 7852, + "IoU": 0.6266739089560658, + "TN": 76836993, + "TP": 29997, + "n_pred": 37849, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9500429640953091, + "FN": 3838, + "FP": 6685, + "IoU": 0.9048398473530954, + "TN": 76774278, + "TP": 100059, + "n_pred": 106744, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9621282060539169, + "FN": 4136, + "FP": 3207, + "IoU": 0.9270202848425216, + "TN": 76784243, + "TP": 93274, + "n_pred": 96481, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9386596812922943, + "FN": 1232, + "FP": 1859, + "IoU": 0.8844097079391197, + "TN": 76858119, + "TP": 23650, + "n_pred": 25509, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8761204320845782, + "FN": 2413, + "FP": 1360, + "IoU": 0.7795501022494887, + "TN": 76867745, + "TP": 13342, + "n_pred": 14702, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9711436725189724, + "FN": 24570, + "FP": 41185, + "IoU": 0.943906011538701, + "TN": 75712631, + "TP": 1106474, + "n_pred": 1147659, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.9191891157924266, + "FN": 7150, + "FP": 19929, + "IoU": 0.8504624899908882, + "TN": 76703775, + "TP": 154006, + "n_pred": 173935, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9541857532134012, + "FN": 4296, + "FP": 2715, + "IoU": 0.9123854988065633, + "TN": 76804839, + "TP": 73010, + "n_pred": 75725, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9219721820183404, + "FN": 9274, + "FP": 4689, + "IoU": 0.8552396947831136, + "TN": 76788404, + "TP": 82493, + "n_pred": 87182, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9392822825922955, + "FN": 6292, + "FP": 9000, + "IoU": 0.885515785375787, + "TN": 130866359, + "TP": 118281, + "n_pred": 127281, + "n_ref": 124573 + }, + "10": { + "Dice": 0.8245749407977011, + "FN": 11078, + "FP": 8701, + "IoU": 0.7015121332850417, + "TN": 130933668, + "TP": 46485, + "n_pred": 55186, + "n_ref": 57563 + }, + "11": { + "Dice": 0.569217104428372, + "FN": 3325, + "FP": 70, + "IoU": 0.3978361120964881, + "TN": 130994294, + "TP": 2243, + "n_pred": 2313, + "n_ref": 5568 + }, + "12": { + "Dice": 0.4745665841112593, + "FN": 4811, + "FP": 705, + "IoU": 0.3111027850630698, + "TN": 130991925, + "TP": 2491, + "n_pred": 3196, + "n_ref": 7302 + }, + "13": { + "Dice": 0.640726751276915, + "FN": 35076, + "FP": 13529, + "IoU": 0.47137450242533663, + "TN": 130907986, + "TP": 43341, + "n_pred": 56870, + "n_ref": 78417 + }, + "14": { + "Dice": 0.6454316143697406, + "FN": 493093, + "FP": 4654, + "IoU": 0.47648507171487803, + "TN": 130049153, + "TP": 453032, + "n_pred": 457686, + "n_ref": 946125 + }, + "15": { + "Dice": 0.1570633537579403, + "FN": 22516, + "FP": 7474, + "IoU": 0.08522449975597853, + "TN": 130967148, + "TP": 2794, + "n_pred": 10268, + "n_ref": 25310 + }, + "2": { + "Dice": 0.7407565815390503, + "FN": 87227, + "FP": 4905, + "IoU": 0.5882552735073293, + "TN": 130776172, + "TP": 131628, + "n_pred": 136533, + "n_ref": 218855 + }, + "3": { + "Dice": 0.8501931281714675, + "FN": 13625, + "FP": 81319, + "IoU": 0.7394225491272368, + "TN": 130635572, + "TP": 269416, + "n_pred": 350735, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 2, + "IoU": 0.0, + "TN": 130997650, + "TP": 0, + "n_pred": 2, + "n_ref": 2280 + }, + "5": { + "Dice": 0.6971402023539128, + "FN": 10214, + "FP": 1520, + "IoU": 0.5350845913071041, + "TN": 130974693, + "TP": 13505, + "n_pred": 15025, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9677347789477564, + "FN": 55338, + "FP": 39195, + "IoU": 0.937486567610301, + "TN": 129487729, + "TP": 1417670, + "n_pred": 1456865, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.846146228750619, + "FN": 37446, + "FP": 23147, + "IoU": 0.7333218903764733, + "TN": 130772718, + "TP": 166621, + "n_pred": 189768, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9462602502113135, + "FN": 7916, + "FP": 5499, + "IoU": 0.8980018552029319, + "TN": 130868410, + "TP": 118107, + "n_pred": 123606, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7831790183847412, + "FN": 7186, + "FP": 20517, + "IoU": 0.6436271482967995, + "TN": 130922196, + "TP": 50033, + "n_pred": 70550, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9458987783595113, + "FN": 1862, + "FP": 4493, + "IoU": 0.8973509933774835, + "TN": 74364788, + "TP": 55555, + "n_pred": 60048, + "n_ref": 57417 + }, + "10": { + "Dice": 0.8077971323616542, + "FN": 17422, + "FP": 11774, + "IoU": 0.6775668422622005, + "TN": 74336149, + "TP": 61353, + "n_pred": 73127, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7343182368612254, + "FN": 872, + "FP": 225, + "IoU": 0.58017604286261, + "TN": 74424085, + "TP": 1516, + "n_pred": 1741, + "n_ref": 2388 + }, + "12": { + "Dice": 0.5847624402586449, + "FN": 1417, + "FP": 60, + "IoU": 0.4131903059197457, + "TN": 74424181, + "TP": 1040, + "n_pred": 1100, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5472582298226729, + "FN": 60877, + "FP": 9360, + "IoU": 0.37670716231685997, + "TN": 74314011, + "TP": 42450, + "n_pred": 51810, + "n_ref": 103327 + }, + "14": { + "Dice": 0.929490754964043, + "FN": 15084, + "FP": 8555, + "IoU": 0.8682697130119811, + "TN": 74247248, + "TP": 155811, + "n_pred": 164366, + "n_ref": 170895 + }, + "15": { + "Dice": 0.6358063718079111, + "FN": 10653, + "FP": 2596, + "IoU": 0.46606754251632143, + "TN": 74401884, + "TP": 11565, + "n_pred": 14161, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9412613943494099, + "FN": 6613, + "FP": 7383, + "IoU": 0.8890404008371916, + "TN": 74300562, + "TP": 112140, + "n_pred": 119523, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9550941425807046, + "FN": 6813, + "FP": 4883, + "IoU": 0.9140480319821276, + "TN": 74290622, + "TP": 124380, + "n_pred": 129263, + "n_ref": 131193 + }, + "4": { + "Dice": 0.7889960510328068, + "FN": 9681, + "FP": 1433, + "IoU": 0.6515222776157777, + "TN": 74394805, + "TP": 20779, + "n_pred": 22212, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9678395737184878, + "FN": 15914, + "FP": 42015, + "IoU": 0.9376832797254704, + "TN": 73497108, + "TP": 871661, + "n_pred": 913676, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8599288366938228, + "FN": 17832, + "FP": 25392, + "IoU": 0.7542764560416134, + "TN": 74250793, + "TP": 132681, + "n_pred": 158073, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9246750930693952, + "FN": 1752, + "FP": 5006, + "IoU": 0.8599029810522825, + "TN": 74378460, + "TP": 41480, + "n_pred": 46486, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8622845725949031, + "FN": 3777, + "FP": 5804, + "IoU": 0.7579088336365474, + "TN": 74387122, + "TP": 29995, + "n_pred": 35799, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9751256387516365, + "FN": 1861, + "FP": 5207, + "IoU": 0.9514587110598319, + "TN": 106501080, + "TP": 138540, + "n_pred": 143747, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8695669677679088, + "FN": 12945, + "FP": 12974, + "IoU": 0.7692335087297559, + "TN": 106534371, + "TP": 86398, + "n_pred": 99372, + "n_ref": 99343 + }, + "11": { + "Dice": 0.4918376516399581, + "FN": 3009, + "FP": 384, + "IoU": 0.3261171797418074, + "TN": 106641653, + "TP": 1642, + "n_pred": 2026, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7678946363809888, + "FN": 1447, + "FP": 985, + "IoU": 0.6232378001549187, + "TN": 106640233, + "TP": 4023, + "n_pred": 5008, + "n_ref": 5470 + }, + "13": { + "Dice": 0.7933149937921464, + "FN": 8356, + "FP": 8624, + "IoU": 0.6574333730102689, + "TN": 106597121, + "TP": 32587, + "n_pred": 41211, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9305671224780377, + "FN": 978, + "FP": 9360, + "IoU": 0.8701500973434654, + "TN": 106567073, + "TP": 69277, + "n_pred": 78637, + "n_ref": 70255 + }, + "15": { + "Dice": 0.7752654825674279, + "FN": 5937, + "FP": 6020, + "IoU": 0.6330069672508517, + "TN": 106614107, + "TP": 20624, + "n_pred": 26644, + "n_ref": 26561 + }, + "2": { + "Dice": 0.9362854333257126, + "FN": 16718, + "FP": 6413, + "IoU": 0.8802036398288845, + "TN": 106453602, + "TP": 169955, + "n_pred": 176368, + "n_ref": 186673 + }, + "3": { + "Dice": 0.9307584265209906, + "FN": 3710, + "FP": 18129, + "IoU": 0.8704846964494339, + "TN": 106478067, + "TP": 146782, + "n_pred": 164911, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8166033172080166, + "FN": 630, + "FP": 3616, + "IoU": 0.6900503686400468, + "TN": 106632989, + "TP": 9453, + "n_pred": 13069, + "n_ref": 10083 + }, + "5": { + "Dice": 0.6892642809513225, + "FN": 1341, + "FP": 1455, + "IoU": 0.52586060708835, + "TN": 106640791, + "TP": 3101, + "n_pred": 4556, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9743311727870811, + "FN": 30716, + "FP": 34719, + "IoU": 0.9499471436941892, + "TN": 105339370, + "TP": 1241883, + "n_pred": 1276602, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9625041226912929, + "FN": 9990, + "FP": 15476, + "IoU": 0.9277185035067851, + "TN": 106294371, + "TP": 326851, + "n_pred": 342327, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9331245017320323, + "FN": 4900, + "FP": 4579, + "IoU": 0.874632985054887, + "TN": 106571078, + "TP": 66131, + "n_pred": 70710, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8845426590522757, + "FN": 15616, + "FP": 2519, + "IoU": 0.792986541556796, + "TN": 106559085, + "TP": 69468, + "n_pred": 71987, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9658618087048517, + "FN": 5019, + "FP": 5565, + "IoU": 0.9339775059416502, + "TN": 107966619, + "TP": 149725, + "n_pred": 155290, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8760904721773, + "FN": 4215, + "FP": 17545, + "IoU": 0.779502665018341, + "TN": 108028242, + "TP": 76926, + "n_pred": 94471, + "n_ref": 81141 + }, + "11": { + "Dice": 0.6222395935118233, + "FN": 1445, + "FP": 488, + "IoU": 0.45163120567375886, + "TN": 108123403, + "TP": 1592, + "n_pred": 2080, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7127561136814277, + "FN": 1278, + "FP": 895, + "IoU": 0.5537071267200657, + "TN": 108122059, + "TP": 2696, + "n_pred": 3591, + "n_ref": 3974 + }, + "13": { + "Dice": 0.8019425675675675, + "FN": 18553, + "FP": 10525, + "IoU": 0.6693690518152978, + "TN": 108038981, + "TP": 58869, + "n_pred": 69394, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7747148053747742, + "FN": 8586, + "FP": 9622, + "IoU": 0.6322730485711401, + "TN": 108077413, + "TP": 31307, + "n_pred": 40929, + "n_ref": 39893 + }, + "15": { + "Dice": 0.7116250137216876, + "FN": 7783, + "FP": 7979, + "IoU": 0.5523430843510366, + "TN": 108091718, + "TP": 19448, + "n_pred": 27427, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9630503984446771, + "FN": 10088, + "FP": 3748, + "IoU": 0.9287340455121403, + "TN": 107932782, + "TP": 180310, + "n_pred": 184058, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9649765139012314, + "FN": 10208, + "FP": 3586, + "IoU": 0.9323233017044283, + "TN": 107923106, + "TP": 190028, + "n_pred": 193614, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9456192473494116, + "FN": 844, + "FP": 2890, + "IoU": 0.8968479792259455, + "TN": 108090729, + "TP": 32465, + "n_pred": 35355, + "n_ref": 33309 + }, + "5": { + "Dice": 0.848461734045258, + "FN": 540, + "FP": 652, + "IoU": 0.7368072422168249, + "TN": 108122399, + "TP": 3337, + "n_pred": 3989, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9726301239382288, + "FN": 46750, + "FP": 33879, + "IoU": 0.9467185544378847, + "TN": 106613662, + "TP": 1432637, + "n_pred": 1466516, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9609622185892917, + "FN": 6271, + "FP": 14050, + "IoU": 0.9248578211319582, + "TN": 107856494, + "TP": 250113, + "n_pred": 264163, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9519448134424013, + "FN": 2324, + "FP": 1800, + "IoU": 0.9082964577171955, + "TN": 108081957, + "TP": 40847, + "n_pred": 42647, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9096243854473943, + "FN": 3920, + "FP": 7569, + "IoU": 0.8342303086268342, + "TN": 108057621, + "TP": 57818, + "n_pred": 65387, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.855118509136964, + "FN": 6337, + "FP": 33701, + "IoU": 0.7469056980669305, + "TN": 62411966, + "TP": 118156, + "n_pred": 151857, + "n_ref": 124493 + }, + "10": { + "Dice": 0.9076104990002978, + "FN": 5808, + "FP": 5051, + "IoU": 0.8308487935573313, + "TN": 62505963, + "TP": 53338, + "n_pred": 58389, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6191764352269312, + "FN": 1022, + "FP": 245, + "IoU": 0.4484109708315194, + "TN": 62567863, + "TP": 1030, + "n_pred": 1275, + "n_ref": 2052 + }, + "12": { + "Dice": 0.6052905644657363, + "FN": 1361, + "FP": 2429, + "IoU": 0.4339904420549582, + "TN": 62563464, + "TP": 2906, + "n_pred": 5335, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8391166464856138, + "FN": 5327, + "FP": 8624, + "IoU": 0.7228259789799932, + "TN": 62519827, + "TP": 36382, + "n_pred": 45006, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9437852718920445, + "FN": 35270, + "FP": 2751, + "IoU": 0.8935543566815142, + "TN": 62212973, + "TP": 319166, + "n_pred": 321917, + "n_ref": 354436 + }, + "15": { + "Dice": 0.7401490194969531, + "FN": 12814, + "FP": 42323, + "IoU": 0.5874893387799075, + "TN": 62436498, + "TP": 78525, + "n_pred": 120848, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9557521601063437, + "FN": 5239, + "FP": 9740, + "IoU": 0.915254141395854, + "TN": 62393408, + "TP": 161773, + "n_pred": 171513, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9697151197906181, + "FN": 7505, + "FP": 4529, + "IoU": 0.9412106674743645, + "TN": 62365463, + "TP": 192663, + "n_pred": 197192, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9019551642952196, + "FN": 1452, + "FP": 3337, + "IoU": 0.8214192489838535, + "TN": 62543343, + "TP": 22028, + "n_pred": 25365, + "n_ref": 23480 + }, + "5": { + "Dice": 0.2449197860962567, + "FN": 7030, + "FP": 30, + "IoU": 0.13954905545399146, + "TN": 62561955, + "TP": 1145, + "n_pred": 1175, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9712978051017156, + "FN": 61557, + "FP": 20947, + "IoU": 0.9441972710068489, + "TN": 61091666, + "TP": 1395990, + "n_pred": 1416937, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.9047550711611618, + "FN": 7714, + "FP": 30117, + "IoU": 0.8260755629522697, + "TN": 62352646, + "TP": 179683, + "n_pred": 209800, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9342381027149909, + "FN": 1699, + "FP": 7934, + "IoU": 0.8765917650977478, + "TN": 62492102, + "TP": 68425, + "n_pred": 76359, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8355161613517588, + "FN": 3313, + "FP": 14910, + "IoU": 0.7174991473661365, + "TN": 62505654, + "TP": 46283, + "n_pred": 61193, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.922679354899882, + "FN": 13101, + "FP": 31750, + "IoU": 0.8564575078890603, + "TN": 55068790, + "TP": 267607, + "n_pred": 299357, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8769853551046682, + "FN": 5727, + "FP": 14147, + "IoU": 0.7809206755147934, + "TN": 55290532, + "TP": 70842, + "n_pred": 84989, + "n_ref": 76569 + }, + "11": { + "Dice": 0.6527208480565371, + "FN": 2018, + "FP": 439, + "IoU": 0.4844733529164918, + "TN": 55376482, + "TP": 2309, + "n_pred": 2748, + "n_ref": 4327 + }, + "12": { + "Dice": 0.6419007613546863, + "FN": 2283, + "FP": 445, + "IoU": 0.4726464334042142, + "TN": 55376075, + "TP": 2445, + "n_pred": 2890, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7471365781400506, + "FN": 8720, + "FP": 22519, + "IoU": 0.5963431967954516, + "TN": 55303858, + "TP": 46151, + "n_pred": 68670, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9335477982886503, + "FN": 2614, + "FP": 10565, + "IoU": 0.8753770649922932, + "TN": 55275497, + "TP": 92572, + "n_pred": 103137, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8604860579212122, + "FN": 4724, + "FP": 22234, + "IoU": 0.7551342955501258, + "TN": 55271155, + "TP": 83135, + "n_pred": 105369, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9594935224808019, + "FN": 7136, + "FP": 8757, + "IoU": 0.9221408450704225, + "TN": 55177123, + "TP": 188232, + "n_pred": 196989, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9630574661637453, + "FN": 10269, + "FP": 3051, + "IoU": 0.928747191612282, + "TN": 55194308, + "TP": 173620, + "n_pred": 176671, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8783890686803308, + "FN": 1302, + "FP": 389, + "IoU": 0.7831495255193639, + "TN": 55373450, + "TP": 6107, + "n_pred": 6496, + "n_ref": 7409 + }, + "5": { + "Dice": 0.8105436573311368, + "FN": 1212, + "FP": 858, + "IoU": 0.6814404432132964, + "TN": 55374750, + "TP": 4428, + "n_pred": 5286, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9669138744897555, + "FN": 69145, + "FP": 28696, + "IoU": 0.9359470141099744, + "TN": 53853747, + "TP": 1429660, + "n_pred": 1458356, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9347625782749291, + "FN": 15976, + "FP": 6256, + "IoU": 0.8775157154741638, + "TN": 55199739, + "TP": 159277, + "n_pred": 165533, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9361932077981461, + "FN": 2008, + "FP": 4132, + "IoU": 0.880040637699281, + "TN": 55330064, + "TP": 45044, + "n_pred": 49176, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8888785809707584, + "FN": 3009, + "FP": 8969, + "IoU": 0.7999833013275445, + "TN": 55321363, + "TP": 47907, + "n_pred": 56876, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9766381924253785, + "FN": 6744, + "FP": 6747, + "IoU": 0.9543430145590655, + "TN": 110851129, + "TP": 281995, + "n_pred": 288742, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8594120004371744, + "FN": 11504, + "FP": 11650, + "IoU": 0.7534815382649802, + "TN": 111052691, + "TP": 70770, + "n_pred": 82420, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7593553673859601, + "FN": 854, + "FP": 908, + "IoU": 0.6120651695288419, + "TN": 111142073, + "TP": 2780, + "n_pred": 3688, + "n_ref": 3634 + }, + "12": { + "Dice": 0.726288349709244, + "FN": 1293, + "FP": 72, + "IoU": 0.5702141057934509, + "TN": 111143439, + "TP": 1811, + "n_pred": 1883, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8468265846850855, + "FN": 10258, + "FP": 8675, + "IoU": 0.7343445256703476, + "TN": 111075346, + "TP": 52336, + "n_pred": 61011, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8642042909054707, + "FN": 6394, + "FP": 4518, + "IoU": 0.76088004558005, + "TN": 111100981, + "TP": 34722, + "n_pred": 39240, + "n_ref": 41116 + }, + "15": { + "Dice": 0.8082077207590654, + "FN": 3622, + "FP": 6697, + "IoU": 0.678144786500733, + "TN": 111114554, + "TP": 21742, + "n_pred": 28439, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9638949953076992, + "FN": 5930, + "FP": 5304, + "IoU": 0.9303062826088305, + "TN": 110985424, + "TP": 149957, + "n_pred": 155261, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9696175606560368, + "FN": 10713, + "FP": 3942, + "IoU": 0.9410268688909188, + "TN": 110898112, + "TP": 233848, + "n_pred": 237790, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9099584109407292, + "FN": 1006, + "FP": 2523, + "IoU": 0.834792378633959, + "TN": 111125254, + "TP": 17832, + "n_pred": 20355, + "n_ref": 18838 + }, + "5": { + "Dice": 0.7730133422841319, + "FN": 161, + "FP": 2544, + "IoU": 0.630009574613596, + "TN": 111139304, + "TP": 4606, + "n_pred": 7150, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9811006371020667, + "FN": 20297, + "FP": 40726, + "IoU": 0.9629023952980399, + "TN": 109501684, + "TP": 1583908, + "n_pred": 1624634, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.7039307308502109, + "FN": 167569, + "FP": 10032, + "IoU": 0.5431273988248974, + "TN": 110757883, + "TP": 211131, + "n_pred": 221163, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9351678105912726, + "FN": 6292, + "FP": 4004, + "IoU": 0.8782302224640166, + "TN": 111062062, + "TP": 74257, + "n_pred": 78261, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8985563931161997, + "FN": 5312, + "FP": 6100, + "IoU": 0.8157988184782258, + "TN": 111084661, + "TP": 50542, + "n_pred": 56642, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9750280604378662, + "FN": 4565, + "FP": 5558, + "IoU": 0.9512729303149474, + "TN": 96913276, + "TP": 197626, + "n_pred": 203184, + "n_ref": 202191 + }, + "10": { + "Dice": 0.9113720058335054, + "FN": 5972, + "FP": 7337, + "IoU": 0.8371748758227507, + "TN": 97039287, + "TP": 68429, + "n_pred": 75766, + "n_ref": 74401 + }, + "11": { + "Dice": 0.594995060915377, + "FN": 2105, + "FP": 355, + "IoU": 0.42348254042652916, + "TN": 97116758, + "TP": 1807, + "n_pred": 2162, + "n_ref": 3912 + }, + "12": { + "Dice": 0.615054787994283, + "FN": 2701, + "FP": 531, + "IoU": 0.44410044719642244, + "TN": 97115211, + "TP": 2582, + "n_pred": 3113, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8926420528934276, + "FN": 3645, + "FP": 7835, + "IoU": 0.8061007330338141, + "TN": 97061819, + "TP": 47726, + "n_pred": 55561, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8974265154287108, + "FN": 15579, + "FP": 11333, + "IoU": 0.8139380530973451, + "TN": 96976385, + "TP": 117728, + "n_pred": 129061, + "n_ref": 133307 + }, + "15": { + "Dice": 0.9201427886713357, + "FN": 4187, + "FP": 6976, + "IoU": 0.8520967207684664, + "TN": 97045550, + "TP": 64312, + "n_pred": 71288, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9627183412551452, + "FN": 4142, + "FP": 8502, + "IoU": 0.9281166143630327, + "TN": 96945129, + "TP": 163252, + "n_pred": 171754, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9606478758539565, + "FN": 7512, + "FP": 9884, + "IoU": 0.9242756651344198, + "TN": 96891297, + "TP": 212332, + "n_pred": 222216, + "n_ref": 219844 + }, + "4": { + "Dice": 0.9015599182233176, + "FN": 1137, + "FP": 2378, + "IoU": 0.8207638570190199, + "TN": 97101414, + "TP": 16096, + "n_pred": 18474, + "n_ref": 17233 + }, + "5": { + "Dice": 0.5878744308650851, + "FN": 6325, + "FP": 2274, + "IoU": 0.4163046429541135, + "TN": 97106293, + "TP": 6133, + "n_pred": 8407, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9814972659130492, + "FN": 33714, + "FP": 24875, + "IoU": 0.9636667954484427, + "TN": 95508478, + "TP": 1553958, + "n_pred": 1578833, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9522339964057756, + "FN": 19441, + "FP": 11391, + "IoU": 0.9088231467133512, + "TN": 96782869, + "TP": 307324, + "n_pred": 318715, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9415372623028164, + "FN": 8310, + "FP": 3090, + "IoU": 0.889532742882614, + "TN": 97017827, + "TP": 91798, + "n_pred": 94888, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9315309644345103, + "FN": 8134, + "FP": 4701, + "IoU": 0.8718371178080003, + "TN": 97020879, + "TP": 87311, + "n_pred": 92012, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9712333085351861, + "FN": 4572, + "FP": 6835, + "IoU": 0.9440753832652681, + "TN": 78852434, + "TP": 192564, + "n_pred": 199399, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8580273648981199, + "FN": 5845, + "FP": 23001, + "IoU": 0.7513554515442235, + "TN": 78940392, + "TP": 87167, + "n_pred": 110168, + "n_ref": 93012 + }, + "11": { + "Dice": 0.5751169317118803, + "FN": 1472, + "FP": 799, + "IoU": 0.40362394957983194, + "TN": 79052597, + "TP": 1537, + "n_pred": 2336, + "n_ref": 3009 + }, + "12": { + "Dice": 0.4937694704049844, + "FN": 1736, + "FP": 864, + "IoU": 0.327817993795243, + "TN": 79052537, + "TP": 1268, + "n_pred": 2132, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7788032657848841, + "FN": 15014, + "FP": 13650, + "IoU": 0.6377377567140601, + "TN": 78977280, + "TP": 50461, + "n_pred": 64111, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5183288555509475, + "FN": 23505, + "FP": 3208, + "IoU": 0.34982719174414645, + "TN": 79015319, + "TP": 14373, + "n_pred": 17581, + "n_ref": 37878 + }, + "15": { + "Dice": 0.7435340264544958, + "FN": 5170, + "FP": 17845, + "IoU": 0.5917661457686645, + "TN": 79000028, + "TP": 33362, + "n_pred": 51207, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9420694612230406, + "FN": 3962, + "FP": 9417, + "IoU": 0.8904832847647425, + "TN": 78934241, + "TP": 108785, + "n_pred": 118202, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9495073787831539, + "FN": 8720, + "FP": 3262, + "IoU": 0.9038686798992314, + "TN": 78931763, + "TP": 112660, + "n_pred": 115922, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8305726967630183, + "FN": 810, + "FP": 2320, + "IoU": 0.7102388446583966, + "TN": 79045603, + "TP": 7672, + "n_pred": 9992, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8403038345382996, + "FN": 367, + "FP": 1378, + "IoU": 0.7245896464646465, + "TN": 79050069, + "TP": 4591, + "n_pred": 5969, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9760919618131056, + "FN": 22460, + "FP": 41037, + "IoU": 0.9533004189922564, + "TN": 77696714, + "TP": 1296194, + "n_pred": 1337231, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.9547111011375166, + "FN": 20873, + "FP": 22114, + "IoU": 0.9133466376390905, + "TN": 78560325, + "TP": 453093, + "n_pred": 475207, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9293565992774233, + "FN": 1302, + "FP": 3293, + "IoU": 0.8680356117174038, + "TN": 79021585, + "TP": 30225, + "n_pred": 33518, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9212416857657506, + "FN": 5571, + "FP": 5666, + "IoU": 0.8539833933235443, + "TN": 78979448, + "TP": 65720, + "n_pred": 71386, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.969253639268976, + "FN": 7172, + "FP": 7182, + "IoU": 0.940341558500933, + "TN": 122471337, + "TP": 226249, + "n_pred": 233431, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8616654754705225, + "FN": 16359, + "FP": 13835, + "IoU": 0.7569527734623404, + "TN": 122587709, + "TP": 94037, + "n_pred": 107872, + "n_ref": 110396 + }, + "11": { + "Dice": 0.5053651782623745, + "FN": 2722, + "FP": 136, + "IoU": 0.3381194997684113, + "TN": 122707622, + "TP": 1460, + "n_pred": 1596, + "n_ref": 4182 + }, + "12": { + "Dice": 0.3907586360102188, + "FN": 4531, + "FP": 954, + "IoU": 0.2428216454997239, + "TN": 122704696, + "TP": 1759, + "n_pred": 2713, + "n_ref": 6290 + }, + "13": { + "Dice": 0.6667879922351636, + "FN": 15329, + "FP": 23121, + "IoU": 0.5001365036855995, + "TN": 122635019, + "TP": 38471, + "n_pred": 61592, + "n_ref": 53800 + }, + "14": { + "Dice": 0.836611415769263, + "FN": 13032, + "FP": 23943, + "IoU": 0.7191160607119524, + "TN": 122580302, + "TP": 94663, + "n_pred": 118606, + "n_ref": 107695 + }, + "15": { + "Dice": 0.7051502733224341, + "FN": 2135, + "FP": 38804, + "IoU": 0.54458077937103, + "TN": 122622047, + "TP": 48954, + "n_pred": 87758, + "n_ref": 51089 + }, + "2": { + "Dice": 0.7597576205301392, + "FN": 50552, + "FP": 4082, + "IoU": 0.6125880175574198, + "TN": 122570917, + "TP": 86389, + "n_pred": 90471, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7842679617275616, + "FN": 2397, + "FP": 76540, + "IoU": 0.6450993615682042, + "TN": 122489520, + "TP": 143483, + "n_pred": 220023, + "n_ref": 145880 + }, + "4": { + "Dice": 0.8653796245566481, + "FN": 5454, + "FP": 13220, + "IoU": 0.7627041108075481, + "TN": 122633245, + "TP": 60021, + "n_pred": 73241, + "n_ref": 65475 + }, + "5": { + "Dice": 0.49863827680118844, + "FN": 11167, + "FP": 983, + "IoU": 0.3321240105540897, + "TN": 122693748, + "TP": 6042, + "n_pred": 7025, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9800692550539756, + "FN": 43900, + "FP": 23897, + "IoU": 0.9609174543570032, + "TN": 120977227, + "TP": 1666916, + "n_pred": 1690813, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.8035963087436239, + "FN": 85493, + "FP": 149494, + "IoU": 0.6716765541735712, + "TN": 121996222, + "TP": 480731, + "n_pred": 630225, + "n_ref": 566224 + }, + "8": { + "Dice": 0.819709502613967, + "FN": 7722, + "FP": 48904, + "IoU": 0.6944980955361093, + "TN": 122526586, + "TP": 128728, + "n_pred": 177632, + "n_ref": 136450 + }, + "9": { + "Dice": 0.9055, + "FN": 5928, + "FP": 8436, + "IoU": 0.8273184102329831, + "TN": 122628758, + "TP": 68818, + "n_pred": 77254, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/loop_001/summary_cross_val.json b/nnActive_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/loop_001/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..1f4cfa0a278903ad785d18a691fb3172be5ff59b --- /dev/null +++ b/nnActive_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/loop_001/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.6246874456709127, + "FN": 5621.06, + "FP": 6826.628888888889, + "IoU": 0.5432043223690616, + "TN": 1913850.9755555552, + "TP": 36299.73555555555, + "n_pred": 43126.36444444445, + "n_ref": 41920.79555555556 + }, + "mean": { + "1": { + "Dice": 0.8123331445896234, + "FN": 6496.1, + "FP": 1982.7, + "IoU": 0.7449352734769153, + "TN": 1906014.9, + "TP": 48104.7, + "n_pred": 50087.4, + "n_ref": 54600.8 + }, + "10": { + "Dice": 0.7546766158215872, + "FN": 5915.866666666667, + "FP": 5752.533333333334, + "IoU": 0.6408232197864361, + "TN": 1930873.2666666666, + "TP": 20056.733333333334, + "n_pred": 25809.266666666666, + "n_ref": 25972.6 + }, + "11": { + "Dice": 0.29554030941752213, + "FN": 118.86666666666666, + "FP": 158.76666666666668, + "IoU": 0.22160882677397356, + "TN": 1962147.5666666667, + "TP": 173.2, + "n_pred": 331.96666666666664, + "n_ref": 292.06666666666666 + }, + "12": { + "Dice": 0.1744472027713375, + "FN": 508.8666666666667, + "FP": 85.23333333333333, + "IoU": 0.11238699529750373, + "TN": 1961790.9333333333, + "TP": 213.36666666666667, + "n_pred": 298.6, + "n_ref": 722.2333333333333 + }, + "13": { + "Dice": 0.581666117795637, + "FN": 6667.166666666667, + "FP": 5943.333333333333, + "IoU": 0.4594086721580635, + "TN": 1937876.9666666666, + "TP": 12110.933333333332, + "n_pred": 18054.266666666666, + "n_ref": 18778.1 + }, + "14": { + "Dice": 0.6696317462406088, + "FN": 5923.9, + "FP": 9957.9, + "IoU": 0.5943940855116951, + "TN": 1908600.1333333333, + "TP": 38116.46666666667, + "n_pred": 48074.36666666667, + "n_ref": 44040.36666666667 + }, + "15": { + "Dice": 0.5212552545379016, + "FN": 4071.266666666667, + "FP": 7438.7, + "IoU": 0.43457762913186315, + "TN": 1937418.7, + "TP": 13669.733333333334, + "n_pred": 21108.433333333334, + "n_ref": 17741.0 + }, + "2": { + "Dice": 0.6528588697323813, + "FN": 5340.966666666666, + "FP": 3438.733333333333, + "IoU": 0.5988670793413061, + "TN": 1929929.2, + "TP": 23889.5, + "n_pred": 27328.233333333334, + "n_ref": 29230.466666666667 + }, + "3": { + "Dice": 0.7404205232532355, + "FN": 7125.033333333334, + "FP": 4469.566666666667, + "IoU": 0.6689258333505255, + "TN": 1917566.4666666666, + "TP": 33437.333333333336, + "n_pred": 37906.9, + "n_ref": 40562.36666666667 + }, + "4": { + "Dice": 0.6067888668159722, + "FN": 2665.6666666666665, + "FP": 1468.8, + "IoU": 0.5173156072812816, + "TN": 1947397.6333333333, + "TP": 11066.3, + "n_pred": 12535.1, + "n_ref": 13731.966666666667 + }, + "5": { + "Dice": 0.38850068264332166, + "FN": 423.93333333333334, + "FP": 458.26666666666665, + "IoU": 0.2981758792647254, + "TN": 1960694.4333333333, + "TP": 1021.7666666666667, + "n_pred": 1480.0333333333333, + "n_ref": 1445.7 + }, + "6": { + "Dice": 0.9011461217104656, + "FN": 16648.133333333335, + "FP": 32513.2, + "IoU": 0.8372914477880948, + "TN": 1721919.1333333333, + "TP": 191517.93333333332, + "n_pred": 224031.13333333333, + "n_ref": 208166.06666666668 + }, + "7": { + "Dice": 0.7245420025147876, + "FN": 18887.4, + "FP": 25468.766666666666, + "IoU": 0.6473012191169688, + "TN": 1792448.7666666666, + "TP": 125793.46666666666, + "n_pred": 151262.23333333334, + "n_ref": 144680.86666666667 + }, + "8": { + "Dice": 0.8168802896502658, + "FN": 1241.2333333333333, + "FP": 1304.4, + "IoU": 0.7403869907366969, + "TN": 1945828.5333333334, + "TP": 14224.233333333334, + "n_pred": 15528.633333333333, + "n_ref": 15465.466666666667 + }, + "9": { + "Dice": 0.7296239375690429, + "FN": 2281.5, + "FP": 1958.5333333333333, + "IoU": 0.6316660765198724, + "TN": 1947258.0, + "TP": 11100.366666666667, + "n_pred": 13058.9, + "n_ref": 13381.866666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.955008472618039, + "FN": 4930, + "FP": 4416, + "IoU": 0.9138911154721432, + "TN": 1468551, + "TP": 99191, + "n_pred": 103607, + "n_ref": 104121 + }, + "10": { + "Dice": 0.5452106620808255, + "FN": 3107, + "FP": 10116, + "IoU": 0.3747694926474065, + "TN": 1555939, + "TP": 7926, + "n_pred": 18042, + "n_ref": 11033 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.38065522620904835, + "FN": 1473, + "FP": 115, + "IoU": 0.2350674373795761, + "TN": 1575012, + "TP": 488, + "n_pred": 603, + "n_ref": 1961 + }, + "13": { + "Dice": 0.3811029847796007, + "FN": 14037, + "FP": 17273, + "IoU": 0.2354090354090354, + "TN": 1536138, + "TP": 9640, + "n_pred": 26913, + "n_ref": 23677 + }, + "14": { + "Dice": 0.7982120051085568, + "FN": 629, + "FP": 2531, + "IoU": 0.6641870350690755, + "TN": 1567678, + "TP": 6250, + "n_pred": 8781, + "n_ref": 6879 + }, + "15": { + "Dice": 0.845734805550127, + "FN": 4412, + "FP": 8218, + "IoU": 0.7327040697551375, + "TN": 1529837, + "TP": 34621, + "n_pred": 42839, + "n_ref": 39033 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 1577077, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "3": { + "Dice": 0.9361777850086686, + "FN": 7684, + "FP": 4869, + "IoU": 0.8800133817625693, + "TN": 1472468, + "TP": 92067, + "n_pred": 96936, + "n_ref": 99751 + }, + "4": { + "Dice": 0.5671237514812933, + "FN": 2084, + "FP": 473, + "IoU": 0.3957939508506616, + "TN": 1572856, + "TP": 1675, + "n_pred": 2148, + "n_ref": 3759 + }, + "5": { + "Dice": 0.845783464025313, + "FN": 595, + "FP": 526, + "IoU": 0.732777115613826, + "TN": 1572893, + "TP": 3074, + "n_pred": 3600, + "n_ref": 3669 + }, + "6": { + "Dice": 0.9142108103940165, + "FN": 7182, + "FP": 3944, + "IoU": 0.8419781842972389, + "TN": 1506680, + "TP": 59282, + "n_pred": 63226, + "n_ref": 66464 + }, + "7": { + "Dice": 0.9290786831165904, + "FN": 15191, + "FP": 15638, + "IoU": 0.8675508354062751, + "TN": 1344327, + "TP": 201932, + "n_pred": 217570, + "n_ref": 217123 + }, + "8": { + "Dice": 0.6235565819861432, + "FN": 157, + "FP": 6, + "IoU": 0.45302013422818793, + "TN": 1576790, + "TP": 135, + "n_pred": 141, + "n_ref": 292 + }, + "9": { + "Dice": 0.7703044767483909, + "FN": 3562, + "FP": 2790, + "IoU": 0.6264188672587191, + "TN": 1560085, + "TP": 10651, + "n_pred": 13441, + "n_ref": 14213 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9563273393397884, + "FN": 11057, + "FP": 625, + "IoU": 0.9163096585617468, + "TN": 1087038, + "TP": 127904, + "n_pred": 128529, + "n_ref": 138961 + }, + "10": { + "Dice": 0.8814686856806822, + "FN": 3778, + "FP": 2672, + "IoU": 0.7880590148851575, + "TN": 1196191, + "TP": 23983, + "n_pred": 26655, + "n_ref": 27761 + }, + "11": { + "Dice": 0.7257318952234206, + "FN": 199, + "FP": 157, + "IoU": 0.5695284159613059, + "TN": 1225797, + "TP": 471, + "n_pred": 628, + "n_ref": 670 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1226622, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": 0.8155533399800599, + "FN": 2564, + "FP": 5021, + "IoU": 0.6885521885521886, + "TN": 1202270, + "TP": 16769, + "n_pred": 21790, + "n_ref": 19333 + }, + "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": 0.8574272207016671, + "FN": 30, + "FP": 543, + "IoU": 0.7504355400696864, + "TN": 1224328, + "TP": 1723, + "n_pred": 2266, + "n_ref": 1753 + }, + "3": { + "Dice": 0.9437276323224713, + "FN": 1153, + "FP": 1237, + "IoU": 0.893451027595738, + "TN": 1204193, + "TP": 20041, + "n_pred": 21278, + "n_ref": 21194 + }, + "4": { + "Dice": 0.2476582133881654, + "FN": 3228, + "FP": 65, + "IoU": 0.14132985658409386, + "TN": 1222789, + "TP": 542, + "n_pred": 607, + "n_ref": 3770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8620583128269045, + "FN": 3779, + "FP": 9170, + "IoU": 0.7575593042631668, + "TN": 1173213, + "TP": 40462, + "n_pred": 49632, + "n_ref": 44241 + }, + "7": { + "Dice": 0.0, + "FN": 182, + "FP": 0, + "IoU": 0.0, + "TN": 1226442, + "TP": 0, + "n_pred": 0, + "n_ref": 182 + }, + "8": { + "Dice": 0.0, + "FN": 7160, + "FP": 0, + "IoU": 0.0, + "TN": 1219464, + "TP": 0, + "n_pred": 0, + "n_ref": 7160 + }, + "9": { + "Dice": 0.9089882656558732, + "FN": 1178, + "FP": 1079, + "IoU": 0.83316085156712, + "TN": 1213096, + "TP": 11271, + "n_pred": 12350, + "n_ref": 12449 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 1051370, + "TP": 0, + "n_pred": 22, + "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": 4, + "FP": 0, + "IoU": 0.0, + "TN": 1051388, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "14": { + "Dice": 0.8663174114021571, + "FN": 1642, + "FP": 13541, + "IoU": 0.7641622268130912, + "TN": 987013, + "TP": 49196, + "n_pred": 62737, + "n_ref": 50838 + }, + "15": { + "Dice": 0.8484386705169003, + "FN": 23340, + "FP": 331, + "IoU": 0.7367724573538242, + "TN": 961466, + "TP": 66255, + "n_pred": 66586, + "n_ref": 89595 + }, + "2": { + "Dice": 0.9449235299420089, + "FN": 586, + "FP": 1247, + "IoU": 0.8955971976989235, + "TN": 1033835, + "TP": 15724, + "n_pred": 16971, + "n_ref": 16310 + }, + "3": { + "Dice": 0.948796595650612, + "FN": 802, + "FP": 6610, + "IoU": 0.9025813574470323, + "TN": 975308, + "TP": 68672, + "n_pred": 75282, + "n_ref": 69474 + }, + "4": { + "Dice": 0.14285714285714285, + "FN": 24, + "FP": 0, + "IoU": 0.07692307692307693, + "TN": 1051366, + "TP": 2, + "n_pred": 2, + "n_ref": 26 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9681914443032613, + "FN": 7943, + "FP": 2571, + "IoU": 0.9383440745453799, + "TN": 880865, + "TP": 160013, + "n_pred": 162584, + "n_ref": 167956 + }, + "7": { + "Dice": 0.9522958482265603, + "FN": 3734, + "FP": 3206, + "IoU": 0.908935835192232, + "TN": 975182, + "TP": 69270, + "n_pred": 72476, + "n_ref": 73004 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.92398078242965, + "FN": 14390, + "FP": 2224, + "IoU": 0.8587028626830637, + "TN": 1985202, + "TP": 100968, + "n_pred": 103192, + "n_ref": 115358 + }, + "10": { + "Dice": 0.15013151682740947, + "FN": 2176, + "FP": 10425, + "IoU": 0.08115794079043313, + "TN": 2089070, + "TP": 1113, + "n_pred": 11538, + "n_ref": 3289 + }, + "11": { + "Dice": 0.4940014114326041, + "FN": 253, + "FP": 1898, + "IoU": 0.3280224929709466, + "TN": 2099583, + "TP": 1050, + "n_pred": 2948, + "n_ref": 1303 + }, + "12": { + "Dice": 0.0, + "FN": 330, + "FP": 186, + "IoU": 0.0, + "TN": 2102268, + "TP": 0, + "n_pred": 186, + "n_ref": 330 + }, + "13": { + "Dice": 0.018622072167123867, + "FN": 32251, + "FP": 4955, + "IoU": 0.009398546287174845, + "TN": 2065225, + "TP": 353, + "n_pred": 5308, + "n_ref": 32604 + }, + "14": { + "Dice": 0.8942563237901534, + "FN": 6231, + "FP": 21740, + "IoU": 0.8087374524766828, + "TN": 1956540, + "TP": 118273, + "n_pred": 140013, + "n_ref": 124504 + }, + "15": { + "Dice": 0.7280298985584623, + "FN": 2041, + "FP": 506, + "IoU": 0.5723640026863667, + "TN": 2096828, + "TP": 3409, + "n_pred": 3915, + "n_ref": 5450 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 2102740, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 115, + "FP": 45, + "IoU": 0.0, + "TN": 2102624, + "TP": 0, + "n_pred": 45, + "n_ref": 115 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1745, + "IoU": 0.0, + "TN": 2101039, + "TP": 0, + "n_pred": 1745, + "n_ref": 0 + }, + "5": { + "Dice": 0.5097276264591439, + "FN": 344, + "FP": 412, + "IoU": 0.34203655352480417, + "TN": 2101635, + "TP": 393, + "n_pred": 805, + "n_ref": 737 + }, + "6": { + "Dice": 0.8894122486242996, + "FN": 20799, + "FP": 23293, + "IoU": 0.8008482423136509, + "TN": 1881385, + "TP": 177307, + "n_pred": 200600, + "n_ref": 198106 + }, + "7": { + "Dice": 0.8100799824695957, + "FN": 53597, + "FP": 24406, + "IoU": 0.6807852381127767, + "TN": 1858425, + "TP": 166356, + "n_pred": 190762, + "n_ref": 219953 + }, + "8": { + "Dice": 0.9156835998980708, + "FN": 2174, + "FP": 3451, + "IoU": 0.8444800796261992, + "TN": 2066615, + "TP": 30544, + "n_pred": 33995, + "n_ref": 32718 + }, + "9": { + "Dice": 0.8417499324871726, + "FN": 5343, + "FP": 2861, + "IoU": 0.7267428304966193, + "TN": 2072761, + "TP": 21819, + "n_pred": 24680, + "n_ref": 27162 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4, + "FN": 3, + "FP": 3, + "IoU": 0.25, + "TN": 1401848, + "TP": 2, + "n_pred": 5, + "n_ref": 5 + }, + "10": { + "Dice": 0.25433861994519635, + "FN": 33361, + "FP": 2559, + "IoU": 0.14569756932883032, + "TN": 1359810, + "TP": 6126, + "n_pred": 8685, + "n_ref": 39487 + }, + "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": 0.7516591215174674, + "FN": 6302, + "FP": 9003, + "IoU": 0.6021264980372787, + "TN": 1363389, + "TP": 23162, + "n_pred": 32165, + "n_ref": 29464 + }, + "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": 0.8303477344573235, + "FN": 148, + "FP": 335, + "IoU": 0.7099099099099099, + "TN": 1400191, + "TP": 1182, + "n_pred": 1517, + "n_ref": 1330 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6854838709677419, + "FN": 20, + "FP": 292, + "IoU": 0.5214723926380368, + "TN": 1401204, + "TP": 340, + "n_pred": 632, + "n_ref": 360 + }, + "6": { + "Dice": 0.9426990330514471, + "FN": 4513, + "FP": 9093, + "IoU": 0.8916089765548447, + "TN": 1276329, + "TP": 111921, + "n_pred": 121014, + "n_ref": 116434 + }, + "7": { + "Dice": 0.9150863042987015, + "FN": 4991, + "FP": 4779, + "IoU": 0.8434646072996443, + "TN": 1339442, + "TP": 52644, + "n_pred": 57423, + "n_ref": 57635 + }, + "8": { + "Dice": 0.7687648358844233, + "FN": 432, + "FP": 2393, + "IoU": 0.6243850551788326, + "TN": 1394335, + "TP": 4696, + "n_pred": 7089, + "n_ref": 5128 + }, + "9": { + "Dice": 0.8206712433257055, + "FN": 4777, + "FP": 4627, + "IoU": 0.6958799560183688, + "TN": 1370934, + "TP": 21518, + "n_pred": 26145, + "n_ref": 26295 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7973713666726846, + "FN": 17183, + "FP": 10876, + "IoU": 0.6630237669184671, + "TN": 1143357, + "TP": 55208, + "n_pred": 66084, + "n_ref": 72391 + }, + "10": { + "Dice": 0.8207808087571691, + "FN": 5642, + "FP": 6670, + "IoU": 0.6960375262313294, + "TN": 1186119, + "TP": 28193, + "n_pred": 34863, + "n_ref": 33835 + }, + "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": 0.8553231208477461, + "FN": 3120, + "FP": 2150, + "IoU": 0.7472179585571758, + "TN": 1205776, + "TP": 15578, + "n_pred": 17728, + "n_ref": 18698 + }, + "14": { + "Dice": 0.2201524132091448, + "FN": 73, + "FP": 848, + "IoU": 0.12369172216936251, + "TN": 1225573, + "TP": 130, + "n_pred": 978, + "n_ref": 203 + }, + "15": { + "Dice": 0.8382331502988484, + "FN": 4387, + "FP": 2271, + "IoU": 0.7215158106073281, + "TN": 1202716, + "TP": 17250, + "n_pred": 19521, + "n_ref": 21637 + }, + "2": { + "Dice": 0.8575757575757575, + "FN": 67, + "FP": 27, + "IoU": 0.7506631299734748, + "TN": 1226247, + "TP": 283, + "n_pred": 310, + "n_ref": 350 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6425992779783394, + "FN": 518, + "FP": 76, + "IoU": 0.4734042553191489, + "TN": 1225496, + "TP": 534, + "n_pred": 610, + "n_ref": 1052 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 287, + "IoU": 0.0, + "TN": 1226337, + "TP": 0, + "n_pred": 287, + "n_ref": 0 + }, + "6": { + "Dice": 0.92051717199993, + "FN": 21869, + "FP": 846, + "IoU": 0.8527390599675851, + "TN": 1072374, + "TP": 131535, + "n_pred": 132381, + "n_ref": 153404 + }, + "7": { + "Dice": 0.9491196535806201, + "FN": 11019, + "FP": 3927, + "IoU": 0.9031662422981982, + "TN": 1072277, + "TP": 139401, + "n_pred": 143328, + "n_ref": 150420 + }, + "8": { + "Dice": 0.9305817445352329, + "FN": 942, + "FP": 1046, + "IoU": 0.8701756677332985, + "TN": 1211311, + "TP": 13325, + "n_pred": 14371, + "n_ref": 14267 + }, + "9": { + "Dice": 0.8726671391448145, + "FN": 765, + "FP": 2469, + "IoU": 0.7740989103101426, + "TN": 1212308, + "TP": 11082, + "n_pred": 13551, + "n_ref": 11847 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9350776245793073, + "FN": 8685, + "FP": 2079, + "IoU": 0.8780711591395657, + "TN": 2014503, + "TP": 77517, + "n_pred": 79596, + "n_ref": 86202 + }, + "10": { + "Dice": 0.6778173975909519, + "FN": 8330, + "FP": 17963, + "IoU": 0.5126503679264518, + "TN": 2048833, + "TP": 27658, + "n_pred": 45621, + "n_ref": 35988 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 2102775, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "12": { + "Dice": 0.5534382767191384, + "FN": 2821, + "FP": 413, + "IoU": 0.38258877434135163, + "TN": 2097546, + "TP": 2004, + "n_pred": 2417, + "n_ref": 4825 + }, + "13": { + "Dice": 0.49439015562794064, + "FN": 11319, + "FP": 1254, + "IoU": 0.3283653846153846, + "TN": 2084064, + "TP": 6147, + "n_pred": 7401, + "n_ref": 17466 + }, + "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": 62, + "IoU": 0.0, + "TN": 2102722, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "3": { + "Dice": 0.9468923740768401, + "FN": 1709, + "FP": 2131, + "IoU": 0.8991411236309196, + "TN": 2064711, + "TP": 34233, + "n_pred": 36364, + "n_ref": 35942 + }, + "4": { + "Dice": 0.9146508059939892, + "FN": 2099, + "FP": 1962, + "IoU": 0.8427249138298284, + "TN": 2076963, + "TP": 21760, + "n_pred": 23722, + "n_ref": 23859 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6349592329937688, + "FN": 1747, + "FP": 168788, + "IoU": 0.4651577068913066, + "TN": 1783933, + "TP": 148316, + "n_pred": 317104, + "n_ref": 150063 + }, + "7": { + "Dice": 0.8206968074134625, + "FN": 176712, + "FP": 11050, + "IoU": 0.6959167180862521, + "TN": 1485315, + "TP": 429707, + "n_pred": 440757, + "n_ref": 606419 + }, + "8": { + "Dice": 0.7865168539325843, + "FN": 34, + "FP": 42, + "IoU": 0.6481481481481481, + "TN": 2102568, + "TP": 140, + "n_pred": 182, + "n_ref": 174 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9603498110131179, + "FN": 273, + "FP": 1332, + "IoU": 0.9237239806102081, + "TN": 1380814, + "TP": 19437, + "n_pred": 20769, + "n_ref": 19710 + }, + "10": { + "Dice": 0.8165182065521226, + "FN": 2385, + "FP": 7461, + "IoU": 0.6899288278642061, + "TN": 1370102, + "TP": 21908, + "n_pred": 29369, + "n_ref": 24293 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.48032021347565046, + "FN": 729, + "FP": 50, + "IoU": 0.3160667251975417, + "TN": 1400717, + "TP": 360, + "n_pred": 410, + "n_ref": 1089 + }, + "13": { + "Dice": 0.6926786011195477, + "FN": 728, + "FP": 4817, + "IoU": 0.5298456842462269, + "TN": 1390062, + "TP": 6249, + "n_pred": 11066, + "n_ref": 6977 + }, + "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": 0.8190277020064254, + "FN": 4803, + "FP": 31023, + "IoU": 0.693519825484409, + "TN": 1284961, + "TP": 81069, + "n_pred": 112092, + "n_ref": 85872 + }, + "3": { + "Dice": 0.9595178018861902, + "FN": 7931, + "FP": 4118, + "IoU": 0.9221856977712909, + "TN": 1247013, + "TP": 142794, + "n_pred": 146912, + "n_ref": 150725 + }, + "4": { + "Dice": 0.47399650959860384, + "FN": 1374, + "FP": 133, + "IoU": 0.3106129917657823, + "TN": 1399670, + "TP": 679, + "n_pred": 812, + "n_ref": 2053 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9727874727329386, + "FN": 3749, + "FP": 3237, + "IoU": 0.9470167535057982, + "TN": 1270003, + "TP": 124867, + "n_pred": 128104, + "n_ref": 128616 + }, + "7": { + "Dice": 0.8886542351179773, + "FN": 40808, + "FP": 2847, + "IoU": 0.7996199411551402, + "TN": 1183995, + "TP": 174206, + "n_pred": 177053, + "n_ref": 215014 + }, + "8": { + "Dice": 0.8533333333333334, + "FN": 1, + "FP": 32, + "IoU": 0.7441860465116279, + "TN": 1401727, + "TP": 96, + "n_pred": 128, + "n_ref": 97 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 135, + "IoU": 0.0, + "TN": 1401721, + "TP": 0, + "n_pred": 135, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5730791450028885, + "FN": 47, + "FP": 692, + "IoU": 0.40161943319838056, + "TN": 1400621, + "TP": 496, + "n_pred": 1188, + "n_ref": 543 + }, + "10": { + "Dice": 0.8167453006814948, + "FN": 2330, + "FP": 2564, + "IoU": 0.6902531645569621, + "TN": 1386056, + "TP": 10906, + "n_pred": 13470, + "n_ref": 13236 + }, + "11": { + "Dice": 0.4198524480214621, + "FN": 321, + "FP": 544, + "IoU": 0.26570458404074704, + "TN": 1400678, + "TP": 313, + "n_pred": 857, + "n_ref": 634 + }, + "12": { + "Dice": 0.29283489096573206, + "FN": 285, + "FP": 169, + "IoU": 0.17153284671532848, + "TN": 1401308, + "TP": 94, + "n_pred": 263, + "n_ref": 379 + }, + "13": { + "Dice": 0.10557684120902512, + "FN": 2096, + "FP": 5, + "IoU": 0.05573033707865169, + "TN": 1399631, + "TP": 124, + "n_pred": 129, + "n_ref": 2220 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 1401809, + "TP": 0, + "n_pred": 47, + "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": 0.9441441441441442, + "FN": 5, + "FP": 26, + "IoU": 0.89419795221843, + "TN": 1401563, + "TP": 262, + "n_pred": 288, + "n_ref": 267 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8159544759997892, + "FN": 1954, + "FP": 1539, + "IoU": 0.689124243503026, + "TN": 1390620, + "TP": 7743, + "n_pred": 9282, + "n_ref": 9697 + }, + "6": { + "Dice": 0.984371273931127, + "FN": 6600, + "FP": 2903, + "IoU": 0.9692235446522549, + "TN": 1093081, + "TP": 299272, + "n_pred": 302175, + "n_ref": 305872 + }, + "7": { + "Dice": 0.8743058531338271, + "FN": 8756, + "FP": 5617, + "IoU": 0.7766815307406659, + "TN": 1337495, + "TP": 49988, + "n_pred": 55605, + "n_ref": 58744 + }, + "8": { + "Dice": 0.9647657425591063, + "FN": 2494, + "FP": 3032, + "IoU": 0.9319298850716301, + "TN": 1320675, + "TP": 75655, + "n_pred": 78687, + "n_ref": 78149 + }, + "9": { + "Dice": 0.7453715445092569, + "FN": 897, + "FP": 3119, + "IoU": 0.594097432787548, + "TN": 1391962, + "TP": 5878, + "n_pred": 8997, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.963258021149714, + "FN": 8725, + "FP": 868, + "IoU": 0.9291203026407175, + "TN": 1967442, + "TP": 125749, + "n_pred": 126617, + "n_ref": 134474 + }, + "10": { + "Dice": 0.8450188400183118, + "FN": 2149, + "FP": 6653, + "IoU": 0.7316299774376487, + "TN": 2069986, + "TP": 23996, + "n_pred": 30649, + "n_ref": 26145 + }, + "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": 0.7749276082950657, + "FN": 3325, + "FP": 4370, + "IoU": 0.6325565848534046, + "TN": 2081842, + "TP": 13247, + "n_pred": 17617, + "n_ref": 16572 + }, + "14": { + "Dice": 0.959481572753884, + "FN": 12381, + "FP": 49, + "IoU": 0.9221187704414732, + "TN": 1943182, + "TP": 147172, + "n_pred": 147221, + "n_ref": 159553 + }, + "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": 0.822429906542056, + "FN": 29, + "FP": 28, + "IoU": 0.6984126984126984, + "TN": 2102595, + "TP": 132, + "n_pred": 160, + "n_ref": 161 + }, + "4": { + "Dice": 0.8995471649977678, + "FN": 1491, + "FP": 3234, + "IoU": 0.8174336385765619, + "TN": 2076903, + "TP": 21156, + "n_pred": 24390, + "n_ref": 22647 + }, + "5": { + "Dice": 0.0, + "FN": 14, + "FP": 0, + "IoU": 0.0, + "TN": 2102770, + "TP": 0, + "n_pred": 0, + "n_ref": 14 + }, + "6": { + "Dice": 0.9503799973713305, + "FN": 2737, + "FP": 10099, + "IoU": 0.9054514919601359, + "TN": 1967023, + "TP": 122925, + "n_pred": 133024, + "n_ref": 125662 + }, + "7": { + "Dice": 0.8213080151449198, + "FN": 10285, + "FP": 11472, + "IoU": 0.6967961313878785, + "TN": 2031027, + "TP": 50000, + "n_pred": 61472, + "n_ref": 60285 + }, + "8": { + "Dice": 0.9138081576649619, + "FN": 2702, + "FP": 62, + "IoU": 0.8412953605879651, + "TN": 2085368, + "TP": 14652, + "n_pred": 14714, + "n_ref": 17354 + }, + "9": { + "Dice": 0.938870761224237, + "FN": 2728, + "FP": 232, + "IoU": 0.8847845549024951, + "TN": 2077093, + "TP": 22731, + "n_pred": 22963, + "n_ref": 25459 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9137758119680098, + "FN": 2108, + "FP": 1245, + "IoU": 0.8412405303030303, + "TN": 1906432, + "TP": 17767, + "n_pred": 19012, + "n_ref": 19875 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.31025641025641026, + "FN": 4211, + "FP": 93, + "IoU": 0.18361153262518967, + "TN": 1922280, + "TP": 968, + "n_pred": 1061, + "n_ref": 5179 + }, + "13": { + "Dice": 0.8694022757515684, + "FN": 3665, + "FP": 1144, + "IoU": 0.7689757878554958, + "TN": 1906736, + "TP": 16007, + "n_pred": 17151, + "n_ref": 19672 + }, + "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": 0.9703267059646319, + "FN": 64, + "FP": 233, + "IoU": 0.942363671647584, + "TN": 1922399, + "TP": 4856, + "n_pred": 5089, + "n_ref": 4920 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 625, + "IoU": 0.0, + "TN": 1926927, + "TP": 0, + "n_pred": 625, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 60, + "IoU": 0.0, + "TN": 1927492, + "TP": 0, + "n_pred": 60, + "n_ref": 0 + }, + "6": { + "Dice": 0.9148186123724428, + "FN": 6393, + "FP": 2330, + "IoU": 0.8430098625008998, + "TN": 1871988, + "TP": 46841, + "n_pred": 49171, + "n_ref": 53234 + }, + "7": { + "Dice": 0.5600770482299479, + "FN": 6211, + "FP": 134933, + "IoU": 0.3889632063586893, + "TN": 1696561, + "TP": 89847, + "n_pred": 224780, + "n_ref": 96058 + }, + "8": { + "Dice": 0.9391209501494708, + "FN": 611, + "FP": 2403, + "IoU": 0.885229046875595, + "TN": 1901291, + "TP": 23247, + "n_pred": 25650, + "n_ref": 23858 + }, + "9": { + "Dice": 0.856541859486748, + "FN": 1424, + "FP": 281, + "IoU": 0.7490802060338484, + "TN": 1920757, + "TP": 5090, + "n_pred": 5371, + "n_ref": 6514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9883206705052638, + "FN": 2839, + "FP": 589, + "IoU": 0.9769110049909409, + "TN": 1078155, + "TP": 145041, + "n_pred": 145630, + "n_ref": 147880 + }, + "10": { + "Dice": 0.7362327026263767, + "FN": 1714, + "FP": 154, + "IoU": 0.5825698324022346, + "TN": 1222149, + "TP": 2607, + "n_pred": 2761, + "n_ref": 4321 + }, + "11": { + "Dice": 0.0, + "FN": 3, + "FP": 9, + "IoU": 0.0, + "TN": 1226612, + "TP": 0, + "n_pred": 9, + "n_ref": 3 + }, + "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": 286, + "IoU": 0.0, + "TN": 1226338, + "TP": 0, + "n_pred": 286, + "n_ref": 0 + }, + "14": { + "Dice": 0.9691190479609764, + "FN": 2806, + "FP": 3645, + "IoU": 0.940088228465289, + "TN": 1118949, + "TP": 101224, + "n_pred": 104869, + "n_ref": 104030 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.861655337864854, + "FN": 553, + "FP": 139, + "IoU": 0.7569371268001405, + "TN": 1223777, + "TP": 2155, + "n_pred": 2294, + "n_ref": 2708 + }, + "3": { + "Dice": 0.9138495092693566, + "FN": 433, + "FP": 41, + "IoU": 0.8413654618473896, + "TN": 1223636, + "TP": 2514, + "n_pred": 2555, + "n_ref": 2947 + }, + "4": { + "Dice": 0.9606449172330129, + "FN": 871, + "FP": 2146, + "IoU": 0.9242701875047065, + "TN": 1186785, + "TP": 36822, + "n_pred": 38968, + "n_ref": 37693 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9737683635393395, + "FN": 2574, + "FP": 4013, + "IoU": 0.9488777474233205, + "TN": 1097776, + "TP": 122261, + "n_pred": 126274, + "n_ref": 124835 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1226617, + "TP": 0, + "n_pred": 7, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9747347407411682, + "FN": 3605, + "FP": 774, + "IoU": 0.9507146876758582, + "TN": 2189166, + "TP": 84471, + "n_pred": 85245, + "n_ref": 88076 + }, + "10": { + "Dice": 0.8006272069536015, + "FN": 6881, + "FP": 9267, + "IoU": 0.6675382429844969, + "TN": 2229445, + "TP": 32423, + "n_pred": 41690, + "n_ref": 39304 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6632653061224489, + "FN": 1927, + "FP": 119, + "IoU": 0.4961832061068702, + "TN": 2273955, + "TP": 2015, + "n_pred": 2134, + "n_ref": 3942 + }, + "13": { + "Dice": 0.7398062199335999, + "FN": 7174, + "FP": 12027, + "IoU": 0.5870575078498, + "TN": 2231518, + "TP": 27297, + "n_pred": 39324, + "n_ref": 34471 + }, + "14": { + "Dice": 0.9074377799136997, + "FN": 10962, + "FP": 11669, + "IoU": 0.8305593614998166, + "TN": 2144453, + "TP": 110932, + "n_pred": 122601, + "n_ref": 121894 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 58763, + "IoU": 0.0, + "TN": 2219253, + "TP": 0, + "n_pred": 58763, + "n_ref": 0 + }, + "2": { + "Dice": 0.9637116415002436, + "FN": 351, + "FP": 245, + "IoU": 0.9299647473560517, + "TN": 2269506, + "TP": 7914, + "n_pred": 8159, + "n_ref": 8265 + }, + "3": { + "Dice": 0.9554632996849712, + "FN": 9944, + "FP": 2511, + "IoU": 0.914724489237005, + "TN": 2131960, + "TP": 133601, + "n_pred": 136112, + "n_ref": 143545 + }, + "4": { + "Dice": 0.9269873318787247, + "FN": 1242, + "FP": 3242, + "IoU": 0.8639108925915809, + "TN": 2245067, + "TP": 28465, + "n_pred": 31707, + "n_ref": 29707 + }, + "5": { + "Dice": 0.48717948717948717, + "FN": 44, + "FP": 36, + "IoU": 0.3220338983050847, + "TN": 2277898, + "TP": 38, + "n_pred": 74, + "n_ref": 82 + }, + "6": { + "Dice": 0.9626598182972965, + "FN": 6989, + "FP": 6533, + "IoU": 0.9280078370406653, + "TN": 2090190, + "TP": 174304, + "n_pred": 180837, + "n_ref": 181293 + }, + "7": { + "Dice": 0.8825110354600687, + "FN": 13759, + "FP": 15093, + "IoU": 0.7897268460484506, + "TN": 2140804, + "TP": 108360, + "n_pred": 123453, + "n_ref": 122119 + }, + "8": { + "Dice": 0.965586521626819, + "FN": 1019, + "FP": 180, + "IoU": 0.9334628190899001, + "TN": 2259996, + "TP": 16821, + "n_pred": 17001, + "n_ref": 17840 + }, + "9": { + "Dice": 0.9371148207981811, + "FN": 350, + "FP": 2803, + "IoU": 0.8816707948660212, + "TN": 2251370, + "TP": 23493, + "n_pred": 26296, + "n_ref": 23843 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8149889786921382, + "FN": 4918, + "FP": 6413, + "IoU": 0.6877480158730159, + "TN": 1365568, + "TP": 24957, + "n_pred": 31370, + "n_ref": 29875 + }, + "10": { + "Dice": 0.8424051203461642, + "FN": 7284, + "FP": 10198, + "IoU": 0.7277201507647261, + "TN": 1337650, + "TP": 46724, + "n_pred": 56922, + "n_ref": 54008 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 142, + "IoU": 0.0, + "TN": 1401714, + "TP": 0, + "n_pred": 142, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1401853, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": 0.7890015033218564, + "FN": 10638, + "FP": 6766, + "IoU": 0.6515297132788723, + "TN": 1351912, + "TP": 32540, + "n_pred": 39306, + "n_ref": 43178 + }, + "14": { + "Dice": 0.6812444594537549, + "FN": 11339, + "FP": 3763, + "IoU": 0.5165813060179257, + "TN": 1370616, + "TP": 16138, + "n_pred": 19901, + "n_ref": 27477 + }, + "15": { + "Dice": 0.3590407565863544, + "FN": 10568, + "FP": 818, + "IoU": 0.2187993138936535, + "TN": 1387281, + "TP": 3189, + "n_pred": 4007, + "n_ref": 13757 + }, + "2": { + "Dice": 0.9378283494758858, + "FN": 2032, + "FP": 465, + "IoU": 0.8829348335677449, + "TN": 1380526, + "TP": 18833, + "n_pred": 19298, + "n_ref": 20865 + }, + "3": { + "Dice": 0.8924504165323294, + "FN": 1914, + "FP": 8427, + "IoU": 0.8057882282237163, + "TN": 1348610, + "TP": 42905, + "n_pred": 51332, + "n_ref": 44819 + }, + "4": { + "Dice": 0.8575287413117239, + "FN": 764, + "FP": 3561, + "IoU": 0.750591084712531, + "TN": 1384515, + "TP": 13016, + "n_pred": 16577, + "n_ref": 13780 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1401848, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "6": { + "Dice": 0.9364243531121272, + "FN": 2988, + "FP": 11319, + "IoU": 0.88044922413577, + "TN": 1282183, + "TP": 105366, + "n_pred": 116685, + "n_ref": 108354 + }, + "7": { + "Dice": 0.9469132182080269, + "FN": 3174, + "FP": 9679, + "IoU": 0.899178714024615, + "TN": 1274373, + "TP": 114630, + "n_pred": 124309, + "n_ref": 117804 + }, + "8": { + "Dice": 0.9377865094957433, + "FN": 173, + "FP": 112, + "IoU": 0.8828606658446363, + "TN": 1399423, + "TP": 2148, + "n_pred": 2260, + "n_ref": 2321 + }, + "9": { + "Dice": 0.942364824717766, + "FN": 327, + "FP": 1322, + "IoU": 0.8910112359550562, + "TN": 1386726, + "TP": 13481, + "n_pred": 14803, + "n_ref": 13808 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7864581365771347, + "FN": 33159, + "FP": 757, + "IoU": 0.6480684023202, + "TN": 4459661, + "TP": 62455, + "n_pred": 63212, + "n_ref": 95614 + }, + "10": { + "Dice": 0.7208101927474682, + "FN": 32076, + "FP": 10654, + "IoU": 0.5634896312187149, + "TN": 4458142, + "TP": 55160, + "n_pred": 65814, + "n_ref": 87236 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 492, + "IoU": 0.0, + "TN": 4555540, + "TP": 0, + "n_pred": 492, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 295, + "FP": 0, + "IoU": 0.0, + "TN": 4555737, + "TP": 0, + "n_pred": 0, + "n_ref": 295 + }, + "13": { + "Dice": 0.6382750015995905, + "FN": 23621, + "FP": 32913, + "IoU": 0.4687253317295042, + "TN": 4449620, + "TP": 49878, + "n_pred": 82791, + "n_ref": 73499 + }, + "14": { + "Dice": 0.8677678110276059, + "FN": 9622, + "FP": 2923, + "IoU": 0.7664221345051017, + "TN": 4502324, + "TP": 41163, + "n_pred": 44086, + "n_ref": 50785 + }, + "15": { + "Dice": 0.4721295060080107, + "FN": 2417, + "FP": 3909, + "IoU": 0.30901146914254507, + "TN": 4546877, + "TP": 2829, + "n_pred": 6738, + "n_ref": 5246 + }, + "2": { + "Dice": 0.8993214214841102, + "FN": 25026, + "FP": 14039, + "IoU": 0.8170608922876638, + "TN": 4342491, + "TP": 174476, + "n_pred": 188515, + "n_ref": 199502 + }, + "3": { + "Dice": 0.8544237008984487, + "FN": 9512, + "FP": 20010, + "IoU": 0.745846175037449, + "TN": 4439874, + "TP": 86636, + "n_pred": 106646, + "n_ref": 96148 + }, + "4": { + "Dice": 0.03896967968824256, + "FN": 857, + "FP": 9254, + "IoU": 0.01987204342768515, + "TN": 4545716, + "TP": 205, + "n_pred": 9459, + "n_ref": 1062 + }, + "5": { + "Dice": 0.7242004663346671, + "FN": 7450, + "FP": 2131, + "IoU": 0.5676444043321299, + "TN": 4533872, + "TP": 12579, + "n_pred": 14710, + "n_ref": 20029 + }, + "6": { + "Dice": 0.8984952729342934, + "FN": 333164, + "FP": 69070, + "IoU": 0.8156980636186565, + "TN": 2373559, + "TP": 1780239, + "n_pred": 1849309, + "n_ref": 2113403 + }, + "7": { + "Dice": 0.5554516713575202, + "FN": 89710, + "FP": 2532, + "IoU": 0.384515810474481, + "TN": 4406163, + "TP": 57627, + "n_pred": 60159, + "n_ref": 147337 + }, + "8": { + "Dice": 0.8908704086102246, + "FN": 2251, + "FP": 1237, + "IoU": 0.803215796897038, + "TN": 4538307, + "TP": 14237, + "n_pred": 15474, + "n_ref": 16488 + }, + "9": { + "Dice": 0.775996881183385, + "FN": 20989, + "FP": 9464, + "IoU": 0.6339827646302328, + "TN": 4472831, + "TP": 52748, + "n_pred": 62212, + "n_ref": 73737 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8078607066490174, + "FN": 5426, + "FP": 5896, + "IoU": 0.6776563033823026, + "TN": 1541964, + "TP": 23802, + "n_pred": 29698, + "n_ref": 29228 + }, + "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": 0.6392254038179148, + "FN": 11635, + "FP": 4089, + "IoU": 0.46975112969582516, + "TN": 1547434, + "TP": 13930, + "n_pred": 18019, + "n_ref": 25565 + }, + "14": { + "Dice": 0.8280456106895155, + "FN": 8105, + "FP": 5060, + "IoU": 0.7065510554354367, + "TN": 1532225, + "TP": 31698, + "n_pred": 36758, + "n_ref": 39803 + }, + "15": { + "Dice": 0.8416424589777812, + "FN": 2993, + "FP": 1041, + "IoU": 0.7265826216619222, + "TN": 1562334, + "TP": 10720, + "n_pred": 11761, + "n_ref": 13713 + }, + "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": 0.9277173470972322, + "FN": 8293, + "FP": 1482, + "IoU": 0.8651798521460885, + "TN": 1504584, + "TP": 62729, + "n_pred": 64211, + "n_ref": 71022 + }, + "5": { + "Dice": 0.0007760962359332557, + "FN": 57, + "FP": 2518, + "IoU": 0.00038819875776397513, + "TN": 1574512, + "TP": 1, + "n_pred": 2519, + "n_ref": 58 + }, + "6": { + "Dice": 0.9327491867467056, + "FN": 3396, + "FP": 18125, + "IoU": 0.8739737418455664, + "TN": 1406322, + "TP": 149245, + "n_pred": 167370, + "n_ref": 152641 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 31957, + "IoU": 0.0, + "TN": 1545131, + "TP": 0, + "n_pred": 31957, + "n_ref": 0 + }, + "8": { + "Dice": 0.826526130873957, + "FN": 2661, + "FP": 499, + "IoU": 0.7043413173652695, + "TN": 1566400, + "TP": 7528, + "n_pred": 8027, + "n_ref": 10189 + }, + "9": { + "Dice": 0.8475055187637969, + "FN": 7856, + "FP": 2506, + "IoU": 0.7353662273980999, + "TN": 1537932, + "TP": 28794, + "n_pred": 31300, + "n_ref": 36650 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.878767263079121, + "FN": 6500, + "FP": 628, + "IoU": 0.7837509859838602, + "TN": 1368894, + "TP": 25834, + "n_pred": 26462, + "n_ref": 32334 + }, + "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": 0.8152497064481475, + "FN": 897, + "FP": 6498, + "IoU": 0.6881194382354182, + "TN": 1378145, + "TP": 16316, + "n_pred": 22814, + "n_ref": 17213 + }, + "14": { + "Dice": 0.980089783882678, + "FN": 854, + "FP": 3967, + "IoU": 0.9609569238493995, + "TN": 1278377, + "TP": 118658, + "n_pred": 122625, + "n_ref": 119512 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 97, + "IoU": 0.0, + "TN": 1401759, + "TP": 0, + "n_pred": 97, + "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": 8, + "FP": 7, + "IoU": 0.0, + "TN": 1401841, + "TP": 0, + "n_pred": 7, + "n_ref": 8 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.883545335592784, + "FN": 1628, + "FP": 3801, + "IoU": 0.7913848754995388, + "TN": 1375832, + "TP": 20595, + "n_pred": 24396, + "n_ref": 22223 + }, + "7": { + "Dice": 0.9084406294706724, + "FN": 1309, + "FP": 867, + "IoU": 0.8322411533420708, + "TN": 1388885, + "TP": 10795, + "n_pred": 11662, + "n_ref": 12104 + }, + "8": { + "Dice": 0.7849462365591398, + "FN": 39, + "FP": 1, + "IoU": 0.6460176991150443, + "TN": 1401743, + "TP": 73, + "n_pred": 74, + "n_ref": 112 + }, + "9": { + "Dice": 0.8998351950192273, + "FN": 443, + "FP": 651, + "IoU": 0.8179094540612517, + "TN": 1395848, + "TP": 4914, + "n_pred": 5565, + "n_ref": 5357 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.13134255887351298, + "FN": 5715, + "FP": 1441, + "IoU": 0.07028712485383916, + "TN": 1569391, + "TP": 541, + "n_pred": 1982, + "n_ref": 6256 + }, + "10": { + "Dice": 0.309255079006772, + "FN": 7952, + "FP": 7960, + "IoU": 0.1829105473965287, + "TN": 1557614, + "TP": 3562, + "n_pred": 11522, + "n_ref": 11514 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.05588044184535412, + "FN": 1337, + "FP": 116, + "IoU": 0.02874331550802139, + "TN": 1575592, + "TP": 43, + "n_pred": 159, + "n_ref": 1380 + }, + "13": { + "Dice": 0.3378864547076545, + "FN": 12530, + "FP": 10107, + "IoU": 0.2032872276774716, + "TN": 1548675, + "TP": 5776, + "n_pred": 15883, + "n_ref": 18306 + }, + "14": { + "Dice": 0.4402783833099194, + "FN": 34444, + "FP": 219, + "IoU": 0.2822801060129203, + "TN": 1528792, + "TP": 13633, + "n_pred": 13852, + "n_ref": 48077 + }, + "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": 22281, + "IoU": 0.0, + "TN": 1554807, + "TP": 0, + "n_pred": 22281, + "n_ref": 0 + }, + "3": { + "Dice": 0.625345073463033, + "FN": 25416, + "FP": 31856, + "IoU": 0.4549105825695495, + "TN": 1472019, + "TP": 47797, + "n_pred": 79653, + "n_ref": 73213 + }, + "4": { + "Dice": 0.7683227493462832, + "FN": 1942, + "FP": 1159, + "IoU": 0.6238020138299163, + "TN": 1568845, + "TP": 5142, + "n_pred": 6301, + "n_ref": 7084 + }, + "5": { + "Dice": 0.0, + "FN": 120, + "FP": 0, + "IoU": 0.0, + "TN": 1576968, + "TP": 0, + "n_pred": 0, + "n_ref": 120 + }, + "6": { + "Dice": 0.8041644582418415, + "FN": 1209, + "FP": 50519, + "IoU": 0.672470778932972, + "TN": 1419154, + "TP": 106206, + "n_pred": 156725, + "n_ref": 107415 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4962, + "IoU": 0.0, + "TN": 1572126, + "TP": 0, + "n_pred": 4962, + "n_ref": 0 + }, + "8": { + "Dice": 0.9323867188503601, + "FN": 5266, + "FP": 2629, + "IoU": 0.8733375046124722, + "TN": 1514757, + "TP": 54436, + "n_pred": 57065, + "n_ref": 59702 + }, + "9": { + "Dice": 0.6494616304905144, + "FN": 2678, + "FP": 3475, + "IoU": 0.480890913692736, + "TN": 1565235, + "TP": 5700, + "n_pred": 9175, + "n_ref": 8378 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9641157811260904, + "FN": 269, + "FP": 455, + "IoU": 0.9307177033492823, + "TN": 1566638, + "TP": 9726, + "n_pred": 10181, + "n_ref": 9995 + }, + "10": { + "Dice": 0.8471363823650597, + "FN": 685, + "FP": 799, + "IoU": 0.7348105789849892, + "TN": 1571492, + "TP": 4112, + "n_pred": 4911, + "n_ref": 4797 + }, + "11": { + "Dice": 0.7014069828035435, + "FN": 935, + "FP": 1357, + "IoU": 0.5401284109149278, + "TN": 1572104, + "TP": 2692, + "n_pred": 4049, + "n_ref": 3627 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 245, + "IoU": 0.0, + "TN": 1576843, + "TP": 0, + "n_pred": 245, + "n_ref": 0 + }, + "13": { + "Dice": 0.6990692864529473, + "FN": 473, + "FP": 691, + "IoU": 0.5373608903020668, + "TN": 1574572, + "TP": 1352, + "n_pred": 2043, + "n_ref": 1825 + }, + "14": { + "Dice": 0.9738683755892896, + "FN": 2800, + "FP": 3447, + "IoU": 0.9490676950421106, + "TN": 1454435, + "TP": 116406, + "n_pred": 119853, + "n_ref": 119206 + }, + "15": { + "Dice": 0.9129082426127527, + "FN": 89, + "FP": 359, + "IoU": 0.8397711015736766, + "TN": 1574292, + "TP": 2348, + "n_pred": 2707, + "n_ref": 2437 + }, + "2": { + "Dice": 0.9650982727814175, + "FN": 770, + "FP": 109, + "IoU": 0.9325506445672191, + "TN": 1564056, + "TP": 12153, + "n_pred": 12262, + "n_ref": 12923 + }, + "3": { + "Dice": 0.9740927404067313, + "FN": 2647, + "FP": 2478, + "IoU": 0.9494939540567442, + "TN": 1475615, + "TP": 96348, + "n_pred": 98826, + "n_ref": 98995 + }, + "4": { + "Dice": 0.9355311487867987, + "FN": 658, + "FP": 2905, + "IoU": 0.878871324154343, + "TN": 1547673, + "TP": 25852, + "n_pred": 28757, + "n_ref": 26510 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9625602984683096, + "FN": 4662, + "FP": 8183, + "IoU": 0.9278228865226309, + "TN": 1399123, + "TP": 165120, + "n_pred": 173303, + "n_ref": 169782 + }, + "7": { + "Dice": 0.8437790529926587, + "FN": 4504, + "FP": 14988, + "IoU": 0.7297731935895303, + "TN": 1504956, + "TP": 52640, + "n_pred": 67628, + "n_ref": 57144 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8392585840170161, + "FN": 254, + "FP": 804, + "IoU": 0.7230366492146597, + "TN": 1573268, + "TP": 2762, + "n_pred": 3566, + "n_ref": 3016 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9289838466895823, + "FN": 1091, + "FP": 2070, + "IoU": 0.8673854673602953, + "TN": 852324, + "TP": 20675, + "n_pred": 22745, + "n_ref": 21766 + }, + "11": { + "Dice": 0.05333333333333334, + "FN": 142, + "FP": 0, + "IoU": 0.0273972602739726, + "TN": 876014, + "TP": 4, + "n_pred": 4, + "n_ref": 146 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8178571428571428, + "FN": 3503, + "FP": 2005, + "IoU": 0.6918429003021148, + "TN": 858286, + "TP": 12366, + "n_pred": 14371, + "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": 0.9401408450704225, + "FN": 0, + "FP": 34, + "IoU": 0.8870431893687708, + "TN": 875859, + "TP": 267, + "n_pred": 301, + "n_ref": 267 + }, + "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": 0.7449664429530202, + "FN": 138, + "FP": 14, + "IoU": 0.5935828877005348, + "TN": 875786, + "TP": 222, + "n_pred": 236, + "n_ref": 360 + }, + "6": { + "Dice": 0.9392407348891798, + "FN": 1852, + "FP": 840, + "IoU": 0.8854419336993063, + "TN": 852661, + "TP": 20807, + "n_pred": 21647, + "n_ref": 22659 + }, + "7": { + "Dice": 0.7870680044593088, + "FN": 49, + "FP": 142, + "IoU": 0.6488970588235294, + "TN": 875616, + "TP": 353, + "n_pred": 495, + "n_ref": 402 + }, + "8": { + "Dice": 0.9371324009933342, + "FN": 315, + "FP": 166, + "IoU": 0.8817019183472701, + "TN": 872094, + "TP": 3585, + "n_pred": 3751, + "n_ref": 3900 + }, + "9": { + "Dice": 0.771960190393769, + "FN": 1642, + "FP": 2574, + "IoU": 0.6286116983791402, + "TN": 864808, + "TP": 7136, + "n_pred": 9710, + "n_ref": 8778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9568759986280628, + "FN": 3028, + "FP": 2127, + "IoU": 0.9173175934688117, + "TN": 989045, + "TP": 57192, + "n_pred": 59319, + "n_ref": 60220 + }, + "10": { + "Dice": 0.9345464528020707, + "FN": 971, + "FP": 698, + "IoU": 0.8771348645465253, + "TN": 1037808, + "TP": 11915, + "n_pred": 12613, + "n_ref": 12886 + }, + "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": 0.593225558121632, + "FN": 515, + "FP": 4769, + "IoU": 0.4216920214512422, + "TN": 1042255, + "TP": 3853, + "n_pred": 8622, + "n_ref": 4368 + }, + "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": 0.8867478335164165, + "FN": 12959, + "FP": 1887, + "IoU": 0.7965381610865185, + "TN": 978425, + "TP": 58121, + "n_pred": 60008, + "n_ref": 71080 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9496817474888898, + "FN": 3660, + "FP": 9961, + "IoU": 0.9041847508775386, + "TN": 909233, + "TP": 128538, + "n_pred": 138499, + "n_ref": 132198 + }, + "7": { + "Dice": 0.8878863348711877, + "FN": 3576, + "FP": 7408, + "IoU": 0.7983773266272624, + "TN": 996914, + "TP": 43494, + "n_pred": 50902, + "n_ref": 47070 + }, + "8": { + "Dice": 0.9516115871073031, + "FN": 526, + "FP": 67, + "IoU": 0.9076899128268991, + "TN": 1044968, + "TP": 5831, + "n_pred": 5898, + "n_ref": 6357 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.85709190096517, + "FN": 7824, + "FP": 5798, + "IoU": 0.7499219768317086, + "TN": 1347385, + "TP": 40849, + "n_pred": 46647, + "n_ref": 48673 + }, + "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": 11, + "IoU": 0.0, + "TN": 1401845, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "13": { + "Dice": 0.7249363679047125, + "FN": 18905, + "FP": 3357, + "IoU": 0.5685491685724253, + "TN": 1350258, + "TP": 29336, + "n_pred": 32693, + "n_ref": 48241 + }, + "14": { + "Dice": 0.8009876035183375, + "FN": 21240, + "FP": 1974, + "IoU": 0.668039468039468, + "TN": 1331926, + "TP": 46716, + "n_pred": 48690, + "n_ref": 67956 + }, + "15": { + "Dice": 0.650221565731167, + "FN": 428, + "FP": 18516, + "IoU": 0.4817246662289341, + "TN": 1365304, + "TP": 17608, + "n_pred": 36124, + "n_ref": 18036 + }, + "2": { + "Dice": 0.7667161961367014, + "FN": 34, + "FP": 123, + "IoU": 0.6216867469879518, + "TN": 1401441, + "TP": 258, + "n_pred": 381, + "n_ref": 292 + }, + "3": { + "Dice": 0.9651510763587219, + "FN": 186, + "FP": 536, + "IoU": 0.9326492537313433, + "TN": 1391136, + "TP": 9998, + "n_pred": 10534, + "n_ref": 10184 + }, + "4": { + "Dice": 0.8169509275882705, + "FN": 728, + "FP": 4166, + "IoU": 0.6905469490989566, + "TN": 1386041, + "TP": 10921, + "n_pred": 15087, + "n_ref": 11649 + }, + "5": { + "Dice": 0.0, + "FN": 109, + "FP": 0, + "IoU": 0.0, + "TN": 1401747, + "TP": 0, + "n_pred": 0, + "n_ref": 109 + }, + "6": { + "Dice": 0.9158021049473763, + "FN": 7373, + "FP": 6099, + "IoU": 0.8446816850745924, + "TN": 1315118, + "TP": 73266, + "n_pred": 79365, + "n_ref": 80639 + }, + "7": { + "Dice": 0.904399967208123, + "FN": 1656, + "FP": 6507, + "IoU": 0.8254836985569214, + "TN": 1355081, + "TP": 38612, + "n_pred": 45119, + "n_ref": 40268 + }, + "8": { + "Dice": 0.8399209486166008, + "FN": 305, + "FP": 19, + "IoU": 0.7240204429301533, + "TN": 1400682, + "TP": 850, + "n_pred": 869, + "n_ref": 1155 + }, + "9": { + "Dice": 0.9272772647866234, + "FN": 91, + "FP": 1366, + "IoU": 0.8644146659222036, + "TN": 1391110, + "TP": 9289, + "n_pred": 10655, + "n_ref": 9380 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9693778753000625, + "FN": 1359, + "FP": 3986, + "IoU": 0.9405754563849421, + "TN": 1837606, + "TP": 84601, + "n_pred": 88587, + "n_ref": 85960 + }, + "10": { + "Dice": 0.8918958031837916, + "FN": 2902, + "FP": 9050, + "IoU": 0.8048844194854382, + "TN": 1866296, + "TP": 49304, + "n_pred": 58354, + "n_ref": 52206 + }, + "11": { + "Dice": 0.8635724331926864, + "FN": 48, + "FP": 49, + "IoU": 0.7599009900990099, + "TN": 1927148, + "TP": 307, + "n_pred": 356, + "n_ref": 355 + }, + "12": { + "Dice": 0.2938718662952646, + "FN": 148, + "FP": 866, + "IoU": 0.17224489795918368, + "TN": 1926327, + "TP": 211, + "n_pred": 1077, + "n_ref": 359 + }, + "13": { + "Dice": 0.33620689655172414, + "FN": 4380, + "FP": 13792, + "IoU": 0.20207253886010362, + "TN": 1904778, + "TP": 4602, + "n_pred": 18394, + "n_ref": 8982 + }, + "14": { + "Dice": 0.7706673990661906, + "FN": 1619, + "FP": 4226, + "IoU": 0.6268990169794459, + "TN": 1911886, + "TP": 9821, + "n_pred": 14047, + "n_ref": 11440 + }, + "15": { + "Dice": 0.9173054757679431, + "FN": 15773, + "FP": 2307, + "IoU": 0.8472431098869532, + "TN": 1809194, + "TP": 100278, + "n_pred": 102585, + "n_ref": 116051 + }, + "2": { + "Dice": 0.9635938589415833, + "FN": 1086, + "FP": 1577, + "IoU": 0.929745416172009, + "TN": 1889647, + "TP": 35242, + "n_pred": 36819, + "n_ref": 36328 + }, + "3": { + "Dice": 0.9346212169078157, + "FN": 3818, + "FP": 4460, + "IoU": 0.8772665945112459, + "TN": 1860105, + "TP": 59169, + "n_pred": 63629, + "n_ref": 62987 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5518934081346424, + "FN": 714, + "FP": 1842, + "IoU": 0.3811138014527845, + "TN": 1923422, + "TP": 1574, + "n_pred": 3416, + "n_ref": 2288 + }, + "6": { + "Dice": 0.961870873242893, + "FN": 11074, + "FP": 8814, + "IoU": 0.9265426125241004, + "TN": 1656810, + "TP": 250854, + "n_pred": 259668, + "n_ref": 261928 + }, + "7": { + "Dice": 0.9669351722497994, + "FN": 17574, + "FP": 4674, + "IoU": 0.9359869257726857, + "TN": 1579998, + "TP": 325306, + "n_pred": 329980, + "n_ref": 342880 + }, + "8": { + "Dice": 0.9213523531393912, + "FN": 937, + "FP": 2564, + "IoU": 0.8541736087970676, + "TN": 1903544, + "TP": 20507, + "n_pred": 23071, + "n_ref": 21444 + }, + "9": { + "Dice": 0.8684728827400682, + "FN": 244, + "FP": 5232, + "IoU": 0.7675228189344089, + "TN": 1903997, + "TP": 18079, + "n_pred": 23311, + "n_ref": 18323 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9529599877445114, + "FN": 634, + "FP": 4279, + "IoU": 0.9101466769084459, + "TN": 2573802, + "TP": 49765, + "n_pred": 54044, + "n_ref": 50399 + }, + "10": { + "Dice": 0.9263271939328277, + "FN": 40, + "FP": 96, + "IoU": 0.8627648839556004, + "TN": 2627489, + "TP": 855, + "n_pred": 951, + "n_ref": 895 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 2628472, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.05262207351501383, + "FN": 343, + "FP": 99324, + "IoU": 0.02702201396007224, + "TN": 2526045, + "TP": 2768, + "n_pred": 102092, + "n_ref": 3111 + }, + "15": { + "Dice": 0.6418214194861358, + "FN": 527, + "FP": 2289, + "IoU": 0.4725604045701442, + "TN": 2623141, + "TP": 2523, + "n_pred": 4812, + "n_ref": 3050 + }, + "2": { + "Dice": 0.9569680667047917, + "FN": 3425, + "FP": 2670, + "IoU": 0.9174868344456929, + "TN": 2554613, + "TP": 67772, + "n_pred": 70442, + "n_ref": 71197 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 129, + "IoU": 0.0, + "TN": 2628351, + "TP": 0, + "n_pred": 129, + "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": 0.9574034027001157, + "FN": 2372, + "FP": 10845, + "IoU": 0.9182874806800618, + "TN": 2466730, + "TP": 148533, + "n_pred": 159378, + "n_ref": 150905 + }, + "7": { + "Dice": 0.169662391145811, + "FN": 12456, + "FP": 219816, + "IoU": 0.09269458832352873, + "TN": 2372478, + "TP": 23730, + "n_pred": 243546, + "n_ref": 36186 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 2628477, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "9": { + "Dice": 0.29054726368159206, + "FN": 2062, + "FP": 77, + "IoU": 0.16996507566938301, + "TN": 2625903, + "TP": 438, + "n_pred": 515, + "n_ref": 2500 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9776896681864126, + "FN": 812, + "FP": 4331, + "IoU": 0.9563531129065109, + "TN": 1459256, + "TP": 112689, + "n_pred": 117020, + "n_ref": 113501 + }, + "10": { + "Dice": 0.7890007635892246, + "FN": 20178, + "FP": 3586, + "IoU": 0.651528704450473, + "TN": 1508893, + "TP": 44431, + "n_pred": 48017, + "n_ref": 64609 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 656, + "FP": 0, + "IoU": 0.0, + "TN": 1576432, + "TP": 0, + "n_pred": 0, + "n_ref": 656 + }, + "13": { + "Dice": 0.785743692289596, + "FN": 2651, + "FP": 4635, + "IoU": 0.6470987116148407, + "TN": 1556442, + "TP": 13360, + "n_pred": 17995, + "n_ref": 16011 + }, + "14": { + "Dice": 0.9895473981444131, + "FN": 2620, + "FP": 619, + "IoU": 0.9793110496496483, + "TN": 1420531, + "TP": 153318, + "n_pred": 153937, + "n_ref": 155938 + }, + "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": 2, + "IoU": 0.0, + "TN": 1577086, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.9744774169466218, + "FN": 461, + "FP": 633, + "IoU": 0.9502252149779334, + "TN": 1555109, + "TP": 20885, + "n_pred": 21518, + "n_ref": 21346 + }, + "4": { + "Dice": 0.941992783791285, + "FN": 112, + "FP": 97, + "IoU": 0.8903462749213011, + "TN": 1575182, + "TP": 1697, + "n_pred": 1794, + "n_ref": 1809 + }, + "5": { + "Dice": 0.05027932960893855, + "FN": 0, + "FP": 340, + "IoU": 0.025787965616045846, + "TN": 1576739, + "TP": 9, + "n_pred": 349, + "n_ref": 9 + }, + "6": { + "Dice": 0.9427604778015605, + "FN": 1366, + "FP": 1121, + "IoU": 0.8917189132706375, + "TN": 1554120, + "TP": 20481, + "n_pred": 21602, + "n_ref": 21847 + }, + "7": { + "Dice": 0.7929074276248917, + "FN": 2486, + "FP": 3015, + "IoU": 0.65687375249501, + "TN": 1561056, + "TP": 10531, + "n_pred": 13546, + "n_ref": 13017 + }, + "8": { + "Dice": 0.9511134951168985, + "FN": 3766, + "FP": 1520, + "IoU": 0.9067839949212619, + "TN": 1520381, + "TP": 51421, + "n_pred": 52941, + "n_ref": 55187 + }, + "9": { + "Dice": 0.9462555689130896, + "FN": 303, + "FP": 1217, + "IoU": 0.8979934232601838, + "TN": 1562187, + "TP": 13381, + "n_pred": 14598, + "n_ref": 13684 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.823503127792672, + "FN": 49, + "FP": 741, + "IoU": 0.6999620205089252, + "TN": 1749687, + "TP": 1843, + "n_pred": 2584, + "n_ref": 1892 + }, + "10": { + "Dice": 0.8749690823645807, + "FN": 532, + "FP": 1490, + "IoU": 0.777728921622513, + "TN": 1743223, + "TP": 7075, + "n_pred": 8565, + "n_ref": 7607 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 13, + "FP": 0, + "IoU": 0.0, + "TN": 1752307, + "TP": 0, + "n_pred": 0, + "n_ref": 13 + }, + "13": { + "Dice": 0.8552806009721609, + "FN": 1443, + "FP": 1177, + "IoU": 0.7471530592549701, + "TN": 1741958, + "TP": 7742, + "n_pred": 8919, + "n_ref": 9185 + }, + "14": { + "Dice": 0.9603660052712716, + "FN": 255, + "FP": 2136, + "IoU": 0.9237539462355304, + "TN": 1720961, + "TP": 28968, + "n_pred": 31104, + "n_ref": 29223 + }, + "15": { + "Dice": 0.9736868056716789, + "FN": 4473, + "FP": 1664, + "IoU": 0.9487228762647996, + "TN": 1632637, + "TP": 113546, + "n_pred": 115210, + "n_ref": 118019 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5628, + "IoU": 0.0, + "TN": 1746692, + "TP": 0, + "n_pred": 5628, + "n_ref": 0 + }, + "3": { + "Dice": 0.4539989069047185, + "FN": 5675, + "FP": 319, + "IoU": 0.29366014612302616, + "TN": 1743834, + "TP": 2492, + "n_pred": 2811, + "n_ref": 8167 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5, + "FN": 912, + "FP": 3112, + "IoU": 0.3333333333333333, + "TN": 1746284, + "TP": 2012, + "n_pred": 5124, + "n_ref": 2924 + }, + "6": { + "Dice": 0.881719640803543, + "FN": 328, + "FP": 9340, + "IoU": 0.7884602761306697, + "TN": 1706617, + "TP": 36035, + "n_pred": 45375, + "n_ref": 36363 + }, + "7": { + "Dice": 0.9846918645940188, + "FN": 8412, + "FP": 3616, + "IoU": 0.96984534079428, + "TN": 1353443, + "TP": 386849, + "n_pred": 390465, + "n_ref": 395261 + }, + "8": { + "Dice": 0.859099639451427, + "FN": 2789, + "FP": 13937, + "IoU": 0.7530014619667145, + "TN": 1684603, + "TP": 50991, + "n_pred": 64928, + "n_ref": 53780 + }, + "9": { + "Dice": 0.23076923076923078, + "FN": 12, + "FP": 8, + "IoU": 0.13043478260869565, + "TN": 1752297, + "TP": 3, + "n_pred": 11, + "n_ref": 15 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.654324301009307, + "FN": 70557, + "FP": 1571, + "IoU": 0.4862421915622574, + "TN": 5291799, + "TP": 68265, + "n_pred": 69836, + "n_ref": 138822 + }, + "10": { + "Dice": 0.794641218572215, + "FN": 3429, + "FP": 4404, + "IoU": 0.6592570036540804, + "TN": 5409204, + "TP": 15155, + "n_pred": 19559, + "n_ref": 18584 + }, + "11": { + "Dice": 0.28858520900321544, + "FN": 1665, + "FP": 105, + "IoU": 0.16862376702677312, + "TN": 5430063, + "TP": 359, + "n_pred": 464, + "n_ref": 2024 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5432192, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5421635434412265, + "FN": 4161, + "FP": 19489, + "IoU": 0.37189599766286885, + "TN": 5394539, + "TP": 14003, + "n_pred": 33492, + "n_ref": 18164 + }, + "14": { + "Dice": 0.01448912019226613, + "FN": 35899, + "FP": 78098, + "IoU": 0.007297426742717813, + "TN": 5317357, + "TP": 838, + "n_pred": 78936, + "n_ref": 36737 + }, + "15": { + "Dice": 0.35340182591606756, + "FN": 26155, + "FP": 103808, + "IoU": 0.21462542074825205, + "TN": 5266713, + "TP": 35516, + "n_pred": 139324, + "n_ref": 61671 + }, + "2": { + "Dice": 0.9572723568954981, + "FN": 3513, + "FP": 4877, + "IoU": 0.9180463980463981, + "TN": 5329817, + "TP": 93985, + "n_pred": 98862, + "n_ref": 97498 + }, + "3": { + "Dice": 0.7493616140237871, + "FN": 2108, + "FP": 8787, + "IoU": 0.5991832830549628, + "TN": 5405010, + "TP": 16287, + "n_pred": 25074, + "n_ref": 18395 + }, + "4": { + "Dice": 0.8838321063199158, + "FN": 1716, + "FP": 714, + "IoU": 0.7918451259208498, + "TN": 5420518, + "TP": 9244, + "n_pred": 9958, + "n_ref": 10960 + }, + "5": { + "Dice": 0.5537459283387622, + "FN": 137, + "FP": 0, + "IoU": 0.38288288288288286, + "TN": 5431970, + "TP": 85, + "n_pred": 85, + "n_ref": 222 + }, + "6": { + "Dice": 0.330082307950683, + "FN": 5537, + "FP": 429257, + "IoU": 0.19766381871528482, + "TN": 4890282, + "TP": 107116, + "n_pred": 536373, + "n_ref": 112653 + }, + "7": { + "Dice": 0.923776677048684, + "FN": 32592, + "FP": 8449, + "IoU": 0.8583503603280227, + "TN": 5142456, + "TP": 248695, + "n_pred": 257144, + "n_ref": 281287 + }, + "8": { + "Dice": 0.9413739457954639, + "FN": 149, + "FP": 1283, + "IoU": 0.8892412406218578, + "TN": 5419263, + "TP": 11497, + "n_pred": 12780, + "n_ref": 11646 + }, + "9": { + "Dice": 0.7200060843442218, + "FN": 1360, + "FP": 6003, + "IoU": 0.5625074272133096, + "TN": 5415362, + "TP": 9467, + "n_pred": 15470, + "n_ref": 10827 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.967321229301418, + "FN": 1980, + "FP": 4199, + "IoU": 0.9367106759123639, + "TN": 2180385, + "TP": 91452, + "n_pred": 95651, + "n_ref": 93432 + }, + "10": { + "Dice": 0.861959714160172, + "FN": 2272, + "FP": 3697, + "IoU": 0.7574070310912416, + "TN": 2253411, + "TP": 18636, + "n_pred": 22333, + "n_ref": 20908 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 2278015, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": 0.2917547568710359, + "FN": 912, + "FP": 93, + "IoU": 0.1707920792079208, + "TN": 2276804, + "TP": 207, + "n_pred": 300, + "n_ref": 1119 + }, + "13": { + "Dice": 0.19352517985611511, + "FN": 8742, + "FP": 226, + "IoU": 0.10712863401035444, + "TN": 2267972, + "TP": 1076, + "n_pred": 1302, + "n_ref": 9818 + }, + "14": { + "Dice": 0.7569478394945658, + "FN": 13465, + "FP": 5924, + "IoU": 0.6089429418527258, + "TN": 2228435, + "TP": 30192, + "n_pred": 36116, + "n_ref": 43657 + }, + "15": { + "Dice": 0.0, + "FN": 24535, + "FP": 0, + "IoU": 0.0, + "TN": 2253481, + "TP": 0, + "n_pred": 0, + "n_ref": 24535 + }, + "2": { + "Dice": 0.4136442183423446, + "FN": 106467, + "FP": 14670, + "IoU": 0.2607512281451195, + "TN": 2114151, + "TP": 42728, + "n_pred": 57398, + "n_ref": 149195 + }, + "3": { + "Dice": 0.6010048231511254, + "FN": 131971, + "FP": 26861, + "IoU": 0.4295974947568018, + "TN": 1999560, + "TP": 119624, + "n_pred": 146485, + "n_ref": 251595 + }, + "4": { + "Dice": 0.4036585365853659, + "FN": 0, + "FP": 978, + "IoU": 0.25286478227654696, + "TN": 2276707, + "TP": 331, + "n_pred": 1309, + "n_ref": 331 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9699369509754018, + "FN": 3980, + "FP": 5647, + "IoU": 0.9416287205854712, + "TN": 2113089, + "TP": 155300, + "n_pred": 160947, + "n_ref": 159280 + }, + "7": { + "Dice": 0.9463329608938548, + "FN": 7193, + "FP": 4815, + "IoU": 0.8981328311234401, + "TN": 2160137, + "TP": 105871, + "n_pred": 110686, + "n_ref": 113064 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9497342161708477, + "FN": 94, + "FP": 2601, + "IoU": 0.9042798792399218, + "TN": 3826949, + "TP": 25460, + "n_pred": 28061, + "n_ref": 25554 + }, + "10": { + "Dice": 0.4794520547945205, + "FN": 1918, + "FP": 25898, + "IoU": 0.3153153153153153, + "TN": 3814478, + "TP": 12810, + "n_pred": 38708, + "n_ref": 14728 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 56, + "FP": 31, + "IoU": 0.0, + "TN": 3855017, + "TP": 0, + "n_pred": 31, + "n_ref": 56 + }, + "13": { + "Dice": 0.695729945420355, + "FN": 8774, + "FP": 4494, + "IoU": 0.5334247635123255, + "TN": 3826667, + "TP": 15169, + "n_pred": 19663, + "n_ref": 23943 + }, + "14": { + "Dice": 0.0, + "FN": 388, + "FP": 32987, + "IoU": 0.0, + "TN": 3821729, + "TP": 0, + "n_pred": 32987, + "n_ref": 388 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 3855039, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "2": { + "Dice": 0.9631951552371204, + "FN": 5464, + "FP": 1440, + "IoU": 0.9290033318250998, + "TN": 3757860, + "TP": 90340, + "n_pred": 91780, + "n_ref": 95804 + }, + "3": { + "Dice": 0.3139126067302863, + "FN": 26, + "FP": 2706, + "IoU": 0.18617813523979743, + "TN": 3851747, + "TP": 625, + "n_pred": 3331, + "n_ref": 651 + }, + "4": { + "Dice": 0.5612047010444169, + "FN": 36122, + "FP": 1438, + "IoU": 0.39005180337452705, + "TN": 3793525, + "TP": 24019, + "n_pred": 25457, + "n_ref": 60141 + }, + "5": { + "Dice": 0.39644970414201186, + "FN": 8, + "FP": 196, + "IoU": 0.24723247232472326, + "TN": 3854833, + "TP": 67, + "n_pred": 263, + "n_ref": 75 + }, + "6": { + "Dice": 0.9343800082412507, + "FN": 12539, + "FP": 72340, + "IoU": 0.8768416653849614, + "TN": 3165918, + "TP": 604307, + "n_pred": 676647, + "n_ref": 616846 + }, + "7": { + "Dice": 0.7416669257610798, + "FN": 15613, + "FP": 200417, + "IoU": 0.589404300772801, + "TN": 3328966, + "TP": 310108, + "n_pred": 510525, + "n_ref": 325721 + }, + "8": { + "Dice": 0.8571428571428571, + "FN": 2, + "FP": 0, + "IoU": 0.75, + "TN": 3855096, + "TP": 6, + "n_pred": 6, + "n_ref": 8 + }, + "9": { + "Dice": 0.8386072760253955, + "FN": 9151, + "FP": 3661, + "IoU": 0.7220703718165647, + "TN": 3809006, + "TP": 33286, + "n_pred": 36947, + "n_ref": 42437 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9321287812867892, + "FN": 572, + "FP": 2080, + "IoU": 0.8728850117432776, + "TN": 2958081, + "TP": 18211, + "n_pred": 20291, + "n_ref": 18783 + }, + "10": { + "Dice": 0.881853323896118, + "FN": 2435, + "FP": 1905, + "IoU": 0.7886741004041486, + "TN": 2958407, + "TP": 16197, + "n_pred": 18102, + "n_ref": 18632 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.16666666666666666, + "FN": 73, + "FP": 37, + "IoU": 0.09090909090909091, + "TN": 2978823, + "TP": 11, + "n_pred": 48, + "n_ref": 84 + }, + "13": { + "Dice": 0.9058987910819513, + "FN": 562, + "FP": 987, + "IoU": 0.8279844530816213, + "TN": 2969939, + "TP": 7456, + "n_pred": 8443, + "n_ref": 8018 + }, + "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": 18199, + "IoU": 0.0, + "TN": 2960745, + "TP": 0, + "n_pred": 18199, + "n_ref": 0 + }, + "2": { + "Dice": 0.947654073183937, + "FN": 6022, + "FP": 1906, + "IoU": 0.9005157420536823, + "TN": 2899253, + "TP": 71763, + "n_pred": 73669, + "n_ref": 77785 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4701, + "IoU": 0.0, + "TN": 2974243, + "TP": 0, + "n_pred": 4701, + "n_ref": 0 + }, + "4": { + "Dice": 0.764411133100341, + "FN": 2880, + "FP": 2715, + "IoU": 0.6186613958560524, + "TN": 2964272, + "TP": 9077, + "n_pred": 11792, + "n_ref": 11957 + }, + "5": { + "Dice": 0.9035733524869815, + "FN": 102, + "FP": 435, + "IoU": 0.8241074353095316, + "TN": 2975891, + "TP": 2516, + "n_pred": 2951, + "n_ref": 2618 + }, + "6": { + "Dice": 0.9427327047389091, + "FN": 5442, + "FP": 13295, + "IoU": 0.8916692202288378, + "TN": 2805983, + "TP": 154224, + "n_pred": 167519, + "n_ref": 159666 + }, + "7": { + "Dice": 0.9731343113657128, + "FN": 21073, + "FP": 7244, + "IoU": 0.9476743863746815, + "TN": 2437775, + "TP": 512852, + "n_pred": 520096, + "n_ref": 533925 + }, + "8": { + "Dice": 0.9459059775840598, + "FN": 332, + "FP": 2448, + "IoU": 0.8973639518570479, + "TN": 2951858, + "TP": 24306, + "n_pred": 26754, + "n_ref": 24638 + }, + "9": { + "Dice": 0.0, + "FN": 9, + "FP": 0, + "IoU": 0.0, + "TN": 2978935, + "TP": 0, + "n_pred": 0, + "n_ref": 9 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0379.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.6175195831639207, + "FN": 4518.695555555555, + "FP": 4048.717777777778, + "IoU": 0.5417781408323198, + "TN": 1612114.0000000002, + "TP": 32340.45333333333, + "n_pred": 36389.171111111114, + "n_ref": 36859.14888888889 + }, + "mean": { + "1": { + "Dice": 0.7131205549601647, + "FN": 1489.7, + "FP": 3931.8333333333335, + "IoU": 0.6638173831168388, + "TN": 1616112.1, + "TP": 31488.233333333334, + "n_pred": 35420.066666666666, + "n_ref": 32977.933333333334 + }, + "10": { + "Dice": 0.7520691506624021, + "FN": 4578.1, + "FP": 5222.233333333334, + "IoU": 0.6347598492639162, + "TN": 1624331.0666666667, + "TP": 18890.466666666667, + "n_pred": 24112.7, + "n_ref": 23468.566666666666 + }, + "11": { + "Dice": 0.1786097460489749, + "FN": 74.2, + "FP": 178.0, + "IoU": 0.12341711868405082, + "TN": 1652679.1666666667, + "TP": 90.5, + "n_pred": 268.5, + "n_ref": 164.7 + }, + "12": { + "Dice": 0.1251653543211715, + "FN": 668.2, + "FP": 95.83333333333333, + "IoU": 0.0786277712737415, + "TN": 1652165.7333333334, + "TP": 92.1, + "n_pred": 187.93333333333334, + "n_ref": 760.3 + }, + "13": { + "Dice": 0.5476228506199662, + "FN": 6833.466666666666, + "FP": 2892.8333333333335, + "IoU": 0.4317965468659352, + "TN": 1633387.5, + "TP": 9908.066666666668, + "n_pred": 12800.9, + "n_ref": 16741.533333333333 + }, + "14": { + "Dice": 0.6257054561327376, + "FN": 2102.0666666666666, + "FP": 9013.866666666667, + "IoU": 0.5490311962695541, + "TN": 1623057.0333333334, + "TP": 18848.9, + "n_pred": 27862.766666666666, + "n_ref": 20950.966666666667 + }, + "15": { + "Dice": 0.667169394383979, + "FN": 7731.566666666667, + "FP": 2383.6, + "IoU": 0.5854226730351051, + "TN": 1618468.2666666666, + "TP": 24438.433333333334, + "n_pred": 26822.033333333333, + "n_ref": 32170.0 + }, + "2": { + "Dice": 0.6878773121913655, + "FN": 2330.266666666667, + "FP": 1723.9666666666667, + "IoU": 0.6259000729711145, + "TN": 1628827.8333333333, + "TP": 20139.8, + "n_pred": 21863.766666666666, + "n_ref": 22470.066666666666 + }, + "3": { + "Dice": 0.7298862722582189, + "FN": 1390.8333333333333, + "FP": 3508.4333333333334, + "IoU": 0.6858676868839502, + "TN": 1615805.0666666667, + "TP": 32317.533333333333, + "n_pred": 35825.96666666667, + "n_ref": 33708.36666666667 + }, + "4": { + "Dice": 0.5740680721714316, + "FN": 3259.9666666666667, + "FP": 2450.5666666666666, + "IoU": 0.5000941740394063, + "TN": 1635882.4333333333, + "TP": 11428.9, + "n_pred": 13879.466666666667, + "n_ref": 14688.866666666667 + }, + "5": { + "Dice": 0.3401972995967475, + "FN": 739.9333333333333, + "FP": 590.9666666666667, + "IoU": 0.25605905265951034, + "TN": 1650660.2, + "TP": 1030.7666666666667, + "n_pred": 1621.7333333333333, + "n_ref": 1770.7 + }, + "6": { + "Dice": 0.9246374103176758, + "FN": 9724.066666666668, + "FP": 9678.766666666666, + "IoU": 0.8679085615248822, + "TN": 1481075.6333333333, + "TP": 152543.4, + "n_pred": 162222.16666666666, + "n_ref": 162267.46666666667 + }, + "7": { + "Dice": 0.848556207741505, + "FN": 22845.733333333334, + "FP": 16218.966666666667, + "IoU": 0.7633085979449507, + "TN": 1470294.1333333333, + "TP": 143663.03333333333, + "n_pred": 159882.0, + "n_ref": 166508.76666666666 + }, + "8": { + "Dice": 0.8180227457532048, + "FN": 2678.4, + "FP": 1113.4666666666667, + "IoU": 0.7433518921642267, + "TN": 1636259.9666666666, + "TP": 12970.033333333333, + "n_pred": 14083.5, + "n_ref": 15648.433333333332 + }, + "9": { + "Dice": 0.7300859202992662, + "FN": 1333.9333333333334, + "FP": 1727.4333333333334, + "IoU": 0.6173095357876147, + "TN": 1642703.8666666667, + "TP": 7256.633333333333, + "n_pred": 8984.066666666668, + "n_ref": 8590.566666666668 + } + }, + "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": 0.8171125461254612, + "FN": 3362, + "FP": 2982, + "IoU": 0.6907779294209397, + "TN": 1381340, + "TP": 14172, + "n_pred": 17154, + "n_ref": 17534 + }, + "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": 0.3734695410501014, + "FN": 5188, + "FP": 3153, + "IoU": 0.2296111572919553, + "TN": 1391029, + "TP": 2486, + "n_pred": 5639, + "n_ref": 7674 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1136, + "IoU": 0.0, + "TN": 1400720, + "TP": 0, + "n_pred": 1136, + "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": 0.2692307692307692, + "FN": 1, + "FP": 75, + "IoU": 0.15555555555555556, + "TN": 1401766, + "TP": 14, + "n_pred": 89, + "n_ref": 15 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8531204644412191, + "FN": 1110, + "FP": 914, + "IoU": 0.7438623133383954, + "TN": 1393954, + "TP": 5878, + "n_pred": 6792, + "n_ref": 6988 + }, + "7": { + "Dice": 0.9679098794216189, + "FN": 16356, + "FP": 8336, + "IoU": 0.9378152741925329, + "TN": 1004781, + "TP": 372383, + "n_pred": 380719, + "n_ref": 388739 + }, + "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": 133, + "IoU": 0.0, + "TN": 1401723, + "TP": 0, + "n_pred": 133, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9503968253968254, + "FN": 1445, + "FP": 1055, + "IoU": 0.9054820415879017, + "TN": 1200174, + "TP": 23950, + "n_pred": 25005, + "n_ref": 25395 + }, + "10": { + "Dice": 0.7983999092147073, + "FN": 6055, + "FP": 1051, + "IoU": 0.6644472777069462, + "TN": 1205447, + "TP": 14071, + "n_pred": 15122, + "n_ref": 20126 + }, + "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": 99, + "IoU": 0.0, + "TN": 1226525, + "TP": 0, + "n_pred": 99, + "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": 0.0, + "FN": 18, + "FP": 660, + "IoU": 0.0, + "TN": 1225946, + "TP": 0, + "n_pred": 660, + "n_ref": 18 + }, + "6": { + "Dice": 0.9594653450476834, + "FN": 1787, + "FP": 912, + "IoU": 0.922088793949541, + "TN": 1191982, + "TP": 31943, + "n_pred": 32855, + "n_ref": 33730 + }, + "7": { + "Dice": 0.9797659704805446, + "FN": 5973, + "FP": 7008, + "IoU": 0.9603345331874767, + "TN": 899362, + "TP": 314281, + "n_pred": 321289, + "n_ref": 320254 + }, + "8": { + "Dice": 0.0030997239308374097, + "FN": 19513, + "FP": 1070, + "IoU": 0.0015522677661896677, + "TN": 1206009, + "TP": 32, + "n_pred": 1102, + "n_ref": 19545 + }, + "9": { + "Dice": 0.722982661973667, + "FN": 350, + "FP": 1775, + "IoU": 0.5661494487545937, + "TN": 1221726, + "TP": 2773, + "n_pred": 4548, + "n_ref": 3123 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8928865373309818, + "FN": 816, + "FP": 95, + "IoU": 0.806499575191164, + "TN": 1572380, + "TP": 3797, + "n_pred": 3892, + "n_ref": 4613 + }, + "10": { + "Dice": 0.7157092902992793, + "FN": 5412, + "FP": 11905, + "IoU": 0.5572798159273936, + "TN": 1537973, + "TP": 21798, + "n_pred": 33703, + "n_ref": 27210 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 1577044, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "12": { + "Dice": 0.16173570019723865, + "FN": 342, + "FP": 83, + "IoU": 0.08798283261802575, + "TN": 1576622, + "TP": 41, + "n_pred": 124, + "n_ref": 383 + }, + "13": { + "Dice": 0.32513217735066774, + "FN": 37913, + "FP": 4082, + "IoU": 0.1941240812880198, + "TN": 1524977, + "TP": 10116, + "n_pred": 14198, + "n_ref": 48029 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 1577066, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.20138787436084735, + "FN": 2540, + "FP": 19326, + "IoU": 0.11196848475003046, + "TN": 1552465, + "TP": 2757, + "n_pred": 22083, + "n_ref": 5297 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 24151, + "IoU": 0.0, + "TN": 1552937, + "TP": 0, + "n_pred": 24151, + "n_ref": 0 + }, + "4": { + "Dice": 0.7053265518929157, + "FN": 3676, + "FP": 10171, + "IoU": 0.5447910845195437, + "TN": 1546669, + "TP": 16572, + "n_pred": 26743, + "n_ref": 20248 + }, + "5": { + "Dice": 0.6196361139718504, + "FN": 1753, + "FP": 463, + "IoU": 0.44889331012186023, + "TN": 1573067, + "TP": 1805, + "n_pred": 2268, + "n_ref": 3558 + }, + "6": { + "Dice": 0.9219397179231236, + "FN": 11891, + "FP": 11648, + "IoU": 0.8551838271483414, + "TN": 1414544, + "TP": 139005, + "n_pred": 150653, + "n_ref": 150896 + }, + "7": { + "Dice": 0.775269777522427, + "FN": 21078, + "FP": 57934, + "IoU": 0.6330126939744263, + "TN": 1361789, + "TP": 136287, + "n_pred": 194221, + "n_ref": 157365 + }, + "8": { + "Dice": 0.7382539468357846, + "FN": 7033, + "FP": 2666, + "IoU": 0.5851050177524918, + "TN": 1553711, + "TP": 13678, + "n_pred": 16344, + "n_ref": 20711 + }, + "9": { + "Dice": 0.5954177621470277, + "FN": 8666, + "FP": 3183, + "IoU": 0.42391092959937765, + "TN": 1556520, + "TP": 8719, + "n_pred": 11902, + "n_ref": 17385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9242871189773845, + "FN": 45, + "FP": 32, + "IoU": 0.8592321755027422, + "TN": 1050845, + "TP": 470, + "n_pred": 502, + "n_ref": 515 + }, + "10": { + "Dice": 0.7918506686711141, + "FN": 7073, + "FP": 6219, + "IoU": 0.6554244977316915, + "TN": 1012817, + "TP": 25283, + "n_pred": 31502, + "n_ref": 32356 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 71, + "IoU": 0.0, + "TN": 1051321, + "TP": 0, + "n_pred": 71, + "n_ref": 0 + }, + "12": { + "Dice": 0.5369759773904852, + "FN": 968, + "FP": 15, + "IoU": 0.36703155183515773, + "TN": 1049839, + "TP": 570, + "n_pred": 585, + "n_ref": 1538 + }, + "13": { + "Dice": 0.7589260211368181, + "FN": 4829, + "FP": 6987, + "IoU": 0.6115074798619102, + "TN": 1020977, + "TP": 18599, + "n_pred": 25586, + "n_ref": 23428 + }, + "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": 0.8461538461538461, + "FN": 0, + "FP": 4, + "IoU": 0.7333333333333333, + "TN": 1051377, + "TP": 11, + "n_pred": 15, + "n_ref": 11 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7665569326103796, + "FN": 2897, + "FP": 1925, + "IoU": 0.6214773530104404, + "TN": 1038653, + "TP": 7917, + "n_pred": 9842, + "n_ref": 10814 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 1051350, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "6": { + "Dice": 0.9199333116460637, + "FN": 3394, + "FP": 4482, + "IoU": 0.8517375098829111, + "TN": 998270, + "TP": 45246, + "n_pred": 49728, + "n_ref": 48640 + }, + "7": { + "Dice": 0.924715621508537, + "FN": 16382, + "FP": 3698, + "IoU": 0.8599730824750176, + "TN": 907991, + "TP": 123321, + "n_pred": 127019, + "n_ref": 139703 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9210340959486604, + "FN": 419, + "FP": 2608, + "IoU": 0.8536266924564797, + "TN": 1030712, + "TP": 17653, + "n_pred": 20261, + "n_ref": 18072 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8903830841369548, + "FN": 870, + "FP": 369, + "IoU": 0.8024238558443629, + "TN": 1570817, + "TP": 5032, + "n_pred": 5401, + "n_ref": 5902 + }, + "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": 382, + "IoU": 0.0, + "TN": 1576706, + "TP": 0, + "n_pred": 382, + "n_ref": 0 + }, + "14": { + "Dice": 0.8695652173913043, + "FN": 543, + "FP": 4284, + "IoU": 0.7692307692307693, + "TN": 1556171, + "TP": 16090, + "n_pred": 20374, + "n_ref": 16633 + }, + "15": { + "Dice": 0.9335936933584027, + "FN": 11524, + "FP": 2215, + "IoU": 0.8754577758439392, + "TN": 1466772, + "TP": 96577, + "n_pred": 98792, + "n_ref": 108101 + }, + "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": 0.302834008097166, + "FN": 0, + "FP": 861, + "IoU": 0.1784351145038168, + "TN": 1576040, + "TP": 187, + "n_pred": 1048, + "n_ref": 187 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9608061074981364, + "FN": 30892, + "FP": 7227, + "IoU": 0.9245686627208631, + "TN": 1071741, + "TP": 467228, + "n_pred": 474455, + "n_ref": 498120 + }, + "7": { + "Dice": 0.6956824356182222, + "FN": 1384, + "FP": 25724, + "IoU": 0.5333689084743428, + "TN": 1518995, + "TP": 30985, + "n_pred": 56709, + "n_ref": 32369 + }, + "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": 1, + "IoU": 0.0, + "TN": 1577087, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.03980099502487562, + "FN": 0, + "FP": 386, + "IoU": 0.02030456852791878, + "TN": 1050998, + "TP": 8, + "n_pred": 394, + "n_ref": 8 + }, + "10": { + "Dice": 0.22364217252396165, + "FN": 243, + "FP": 0, + "IoU": 0.12589928057553956, + "TN": 1051114, + "TP": 35, + "n_pred": 35, + "n_ref": 278 + }, + "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": 23, + "IoU": 0.0, + "TN": 1051369, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6554296767062725, + "FN": 642, + "FP": 6840, + "IoU": 0.48746403616933826, + "TN": 1036794, + "TP": 7116, + "n_pred": 13956, + "n_ref": 7758 + }, + "15": { + "Dice": 0.8850634420162924, + "FN": 25343, + "FP": 3200, + "IoU": 0.7938240392950014, + "TN": 912952, + "TP": 109897, + "n_pred": 113097, + "n_ref": 135240 + }, + "2": { + "Dice": 0.9506731013462026, + "FN": 561, + "FP": 410, + "IoU": 0.9059837335398916, + "TN": 1041064, + "TP": 9357, + "n_pred": 9767, + "n_ref": 9918 + }, + "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": 0.700377358490566, + "FN": 4, + "FP": 393, + "IoU": 0.5389082462253194, + "TN": 1050531, + "TP": 464, + "n_pred": 857, + "n_ref": 468 + }, + "6": { + "Dice": 0.9469232199293549, + "FN": 4402, + "FP": 9302, + "IoU": 0.8991967516991791, + "TN": 915444, + "TP": 122244, + "n_pred": 131546, + "n_ref": 126646 + }, + "7": { + "Dice": 0.9445171824217126, + "FN": 4583, + "FP": 2621, + "IoU": 0.8948674167797673, + "TN": 982869, + "TP": 61319, + "n_pred": 63940, + "n_ref": 65902 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7230119093353823, + "FN": 2880, + "FP": 1446, + "IoU": 0.5661853188929001, + "TN": 1041420, + "TP": 5646, + "n_pred": 7092, + "n_ref": 8526 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4055, + "IoU": 0.0, + "TN": 2449193, + "TP": 0, + "n_pred": 4055, + "n_ref": 0 + }, + "10": { + "Dice": 0.7119181946403385, + "FN": 3062, + "FP": 3474, + "IoU": 0.5526964139063784, + "TN": 2438636, + "TP": 8076, + "n_pred": 11550, + "n_ref": 11138 + }, + "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": 0.7284624299787522, + "FN": 9538, + "FP": 1708, + "IoU": 0.5728988644563442, + "TN": 2426917, + "TP": 15085, + "n_pred": 16793, + "n_ref": 24623 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1468, + "IoU": 0.0, + "TN": 2451780, + "TP": 0, + "n_pred": 1468, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9175351012636005, + "FN": 8982, + "FP": 9337, + "IoU": 0.8476349693506666, + "TN": 2333017, + "TP": 101912, + "n_pred": 111249, + "n_ref": 110894 + }, + "3": { + "Dice": 0.9172365489936672, + "FN": 10931, + "FP": 6085, + "IoU": 0.8471255177122733, + "TN": 2341941, + "TP": 94291, + "n_pred": 100376, + "n_ref": 105222 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 10231, + "IoU": 0.0, + "TN": 2443017, + "TP": 0, + "n_pred": 10231, + "n_ref": 0 + }, + "5": { + "Dice": 0.8153507161219243, + "FN": 900, + "FP": 4128, + "IoU": 0.6882633765267531, + "TN": 2437119, + "TP": 11101, + "n_pred": 15229, + "n_ref": 12001 + }, + "6": { + "Dice": 0.9353951839011341, + "FN": 9112, + "FP": 16995, + "IoU": 0.8786313660770322, + "TN": 2238143, + "TP": 188998, + "n_pred": 205993, + "n_ref": 198110 + }, + "7": { + "Dice": 0.9430999498426884, + "FN": 11845, + "FP": 8121, + "IoU": 0.8923265257696933, + "TN": 2267817, + "TP": 165465, + "n_pred": 173586, + "n_ref": 177310 + }, + "8": { + "Dice": 0.9191044543256104, + "FN": 446, + "FP": 591, + "IoU": 0.8503175519630485, + "TN": 2446320, + "TP": 5891, + "n_pred": 6482, + "n_ref": 6337 + }, + "9": { + "Dice": 0.7734106140191994, + "FN": 2809, + "FP": 2195, + "IoU": 0.6305375073833431, + "TN": 2439704, + "TP": 8540, + "n_pred": 10735, + "n_ref": 11349 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8043906557838446, + "FN": 299, + "FP": 1091, + "IoU": 0.6727871939736346, + "TN": 2098536, + "TP": 2858, + "n_pred": 3949, + "n_ref": 3157 + }, + "10": { + "Dice": 0.5804934652497863, + "FN": 9619, + "FP": 4119, + "IoU": 0.40894032611969194, + "TN": 2079541, + "TP": 9505, + "n_pred": 13624, + "n_ref": 19124 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 154, + "FP": 1, + "IoU": 0.0, + "TN": 2102629, + "TP": 0, + "n_pred": 1, + "n_ref": 154 + }, + "13": { + "Dice": 0.19343819639865314, + "FN": 49205, + "FP": 380, + "IoU": 0.10707532729466424, + "TN": 2047253, + "TP": 5946, + "n_pred": 6326, + "n_ref": 55151 + }, + "14": { + "Dice": 0.5791606603747926, + "FN": 15456, + "FP": 17, + "IoU": 0.40761868300153137, + "TN": 2076664, + "TP": 10647, + "n_pred": 10664, + "n_ref": 26103 + }, + "15": { + "Dice": 0.7415898090399018, + "FN": 2323, + "FP": 8408, + "IoU": 0.5893069003788893, + "TN": 2076655, + "TP": 15398, + "n_pred": 23806, + "n_ref": 17721 + }, + "2": { + "Dice": 0.42595121428762683, + "FN": 20039, + "FP": 1400, + "IoU": 0.27060864831762665, + "TN": 2073391, + "TP": 7954, + "n_pred": 9354, + "n_ref": 27993 + }, + "3": { + "Dice": 0.8523240136801612, + "FN": 3215, + "FP": 25154, + "IoU": 0.7426521281613991, + "TN": 1992548, + "TP": 81867, + "n_pred": 107021, + "n_ref": 85082 + }, + "4": { + "Dice": 0.8722745452199716, + "FN": 1496, + "FP": 8404, + "IoU": 0.7734812950463333, + "TN": 2059079, + "TP": 33805, + "n_pred": 42209, + "n_ref": 35301 + }, + "5": { + "Dice": 0.2243694726498526, + "FN": 1186, + "FP": 3550, + "IoU": 0.1263604501014573, + "TN": 2097363, + "TP": 685, + "n_pred": 4235, + "n_ref": 1871 + }, + "6": { + "Dice": 0.9221718221175672, + "FN": 11138, + "FP": 9949, + "IoU": 0.8555833304797452, + "TN": 1956769, + "TP": 124928, + "n_pred": 134877, + "n_ref": 136066 + }, + "7": { + "Dice": 0.5924884310746247, + "FN": 293546, + "FP": 59141, + "IoU": 0.42094746796787263, + "TN": 1493708, + "TP": 256389, + "n_pred": 315530, + "n_ref": 549935 + }, + "8": { + "Dice": 0.2231833910034602, + "FN": 44, + "FP": 1752, + "IoU": 0.12560856864654332, + "TN": 2100730, + "TP": 258, + "n_pred": 2010, + "n_ref": 302 + }, + "9": { + "Dice": 0.5025440976933514, + "FN": 366, + "FP": 5500, + "IoU": 0.33559859553743343, + "TN": 2093955, + "TP": 2963, + "n_pred": 8463, + "n_ref": 3329 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3040328423086211, + "FN": 1156, + "FP": 16136, + "IoU": 0.17926811903744838, + "TN": 1380787, + "TP": 3777, + "n_pred": 19913, + "n_ref": 4933 + }, + "10": { + "Dice": 0.6374687760199833, + "FN": 5046, + "FP": 1485, + "IoU": 0.46785626986066975, + "TN": 1389583, + "TP": 5742, + "n_pred": 7227, + "n_ref": 10788 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.052083333333333336, + "FN": 1138, + "FP": 136, + "IoU": 0.026737967914438502, + "TN": 1400547, + "TP": 35, + "n_pred": 171, + "n_ref": 1173 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1513, + "IoU": 0.0, + "TN": 1400343, + "TP": 0, + "n_pred": 1513, + "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": 0.9202226345083488, + "FN": 68, + "FP": 18, + "IoU": 0.852233676975945, + "TN": 1401274, + "TP": 496, + "n_pred": 514, + "n_ref": 564 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7983286908077994, + "FN": 365, + "FP": 359, + "IoU": 0.6643486323597589, + "TN": 1399699, + "TP": 1433, + "n_pred": 1792, + "n_ref": 1798 + }, + "6": { + "Dice": 0.9674403213830752, + "FN": 35831, + "FP": 4118, + "IoU": 0.9369340498351877, + "TN": 768408, + "TP": 593499, + "n_pred": 597617, + "n_ref": 629330 + }, + "7": { + "Dice": 0.906498441545023, + "FN": 11732, + "FP": 4557, + "IoU": 0.8289868766404199, + "TN": 1306606, + "TP": 78961, + "n_pred": 83518, + "n_ref": 90693 + }, + "8": { + "Dice": 0.9478650869779379, + "FN": 1013, + "FP": 998, + "IoU": 0.9008969051843091, + "TN": 1381564, + "TP": 18281, + "n_pred": 19279, + "n_ref": 19294 + }, + "9": { + "Dice": 0.6260162601626016, + "FN": 165, + "FP": 203, + "IoU": 0.4556213017751479, + "TN": 1401180, + "TP": 308, + "n_pred": 511, + "n_ref": 473 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.95, + "FN": 2, + "FP": 0, + "IoU": 0.9047619047619048, + "TN": 1051371, + "TP": 19, + "n_pred": 19, + "n_ref": 21 + }, + "10": { + "Dice": 0.875475782447912, + "FN": 3513, + "FP": 3390, + "IoU": 0.7785299496294396, + "TN": 1020223, + "TP": 24266, + "n_pred": 27656, + "n_ref": 27779 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 568, + "FP": 0, + "IoU": 0.0, + "TN": 1050824, + "TP": 0, + "n_pred": 0, + "n_ref": 568 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9838062437352811, + "FN": 3138, + "FP": 1531, + "IoU": 0.9681286050718455, + "TN": 904897, + "TP": 141826, + "n_pred": 143357, + "n_ref": 144964 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 111, + "IoU": 0.0, + "TN": 1051281, + "TP": 0, + "n_pred": 111, + "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": 21, + "IoU": 0.0, + "TN": 1051371, + "TP": 0, + "n_pred": 21, + "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": 0, + "FP": 28, + "IoU": 0.0, + "TN": 1051364, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "6": { + "Dice": 0.9747788897760118, + "FN": 3289, + "FP": 4861, + "IoU": 0.9507986911848159, + "TN": 885746, + "TP": 157496, + "n_pred": 162357, + "n_ref": 160785 + }, + "7": { + "Dice": 0.9470613489503639, + "FN": 1307, + "FP": 3502, + "IoU": 0.8994458964976477, + "TN": 1003567, + "TP": 43016, + "n_pred": 46518, + "n_ref": 44323 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9510622700584402, + "FN": 3643, + "FP": 3500, + "IoU": 0.9066908767896332, + "TN": 1325304, + "TP": 69409, + "n_pred": 72909, + "n_ref": 73052 + }, + "10": { + "Dice": 0.8385672719975921, + "FN": 5215, + "FP": 6048, + "IoU": 0.7220110573600553, + "TN": 1361340, + "TP": 29253, + "n_pred": 35301, + "n_ref": 34468 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 142, + "IoU": 0.0, + "TN": 1401714, + "TP": 0, + "n_pred": 142, + "n_ref": 0 + }, + "12": { + "Dice": 0.13734713076199437, + "FN": 2743, + "FP": 8, + "IoU": 0.07373737373737374, + "TN": 1398886, + "TP": 219, + "n_pred": 227, + "n_ref": 2962 + }, + "13": { + "Dice": 0.8161986982216292, + "FN": 2327, + "FP": 4422, + "IoU": 0.6894727155608724, + "TN": 1380122, + "TP": 14985, + "n_pred": 19407, + "n_ref": 17312 + }, + "14": { + "Dice": 0.8494063516407965, + "FN": 2178, + "FP": 3517, + "IoU": 0.738233131090274, + "TN": 1380100, + "TP": 16061, + "n_pred": 19578, + "n_ref": 18239 + }, + "15": { + "Dice": 0.8843650858211991, + "FN": 2573, + "FP": 3113, + "IoU": 0.7927011557111087, + "TN": 1374427, + "TP": 21743, + "n_pred": 24856, + "n_ref": 24316 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8771144278606965, + "FN": 104, + "FP": 884, + "IoU": 0.7811253876827647, + "TN": 1397342, + "TP": 3526, + "n_pred": 4410, + "n_ref": 3630 + }, + "4": { + "Dice": 0.9152856841661395, + "FN": 942, + "FP": 1067, + "IoU": 0.8438034520292333, + "TN": 1388994, + "TP": 10853, + "n_pred": 11920, + "n_ref": 11795 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8622722872480859, + "FN": 3063, + "FP": 1632, + "IoU": 0.7578898514851485, + "TN": 1382464, + "TP": 14697, + "n_pred": 16329, + "n_ref": 17760 + }, + "7": { + "Dice": 0.9733974084960197, + "FN": 13253, + "FP": 8840, + "IoU": 0.9481735352625456, + "TN": 975568, + "TP": 404195, + "n_pred": 413035, + "n_ref": 417448 + }, + "8": { + "Dice": 0.7876412961567445, + "FN": 94, + "FP": 1315, + "IoU": 0.6496767777225261, + "TN": 1397834, + "TP": 2613, + "n_pred": 3928, + "n_ref": 2707 + }, + "9": { + "Dice": 0.7611336032388664, + "FN": 814, + "FP": 248, + "IoU": 0.6143790849673203, + "TN": 1399102, + "TP": 1692, + "n_pred": 1940, + "n_ref": 2506 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/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": 0.5411392405063291, + "FN": 736, + "FP": 134, + "IoU": 0.37093275488069416, + "TN": 1050009, + "TP": 513, + "n_pred": 647, + "n_ref": 1249 + }, + "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": 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": 376, + "IoU": 0.0, + "TN": 1051016, + "TP": 0, + "n_pred": 376, + "n_ref": 0 + }, + "5": { + "Dice": 0.8535216845996435, + "FN": 582, + "FP": 1637, + "IoU": 0.7444725932749885, + "TN": 1042708, + "TP": 6465, + "n_pred": 8102, + "n_ref": 7047 + }, + "6": { + "Dice": 0.9550322858789849, + "FN": 2875, + "FP": 6408, + "IoU": 0.9139347302058224, + "TN": 943532, + "TP": 98577, + "n_pred": 104985, + "n_ref": 101452 + }, + "7": { + "Dice": 0.914574554375136, + "FN": 2796, + "FP": 5840, + "IoU": 0.8425954615875331, + "TN": 996527, + "TP": 46229, + "n_pred": 52069, + "n_ref": 49025 + }, + "8": { + "Dice": 0.9407744197795014, + "FN": 431, + "FP": 1562, + "IoU": 0.8881719223431713, + "TN": 1033570, + "TP": 15829, + "n_pred": 17391, + "n_ref": 16260 + }, + "9": { + "Dice": 0.9044834307992202, + "FN": 86, + "FP": 159, + "IoU": 0.8256227758007118, + "TN": 1049987, + "TP": 1160, + "n_pred": 1319, + "n_ref": 1246 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.972124516355962, + "FN": 510, + "FP": 2660, + "IoU": 0.9457609718538798, + "TN": 4497587, + "TP": 55275, + "n_pred": 57935, + "n_ref": 55785 + }, + "10": { + "Dice": 0.586715413143972, + "FN": 982, + "FP": 22531, + "IoU": 0.4151431485212546, + "TN": 4515829, + "TP": 16690, + "n_pred": 39221, + "n_ref": 17672 + }, + "11": { + "Dice": 0.534516765285996, + "FN": 311, + "FP": 161, + "IoU": 0.36473755047106327, + "TN": 4555289, + "TP": 271, + "n_pred": 432, + "n_ref": 582 + }, + "12": { + "Dice": 0.2650103519668737, + "FN": 710, + "FP": 0, + "IoU": 0.15274463007159905, + "TN": 4555194, + "TP": 128, + "n_pred": 128, + "n_ref": 838 + }, + "13": { + "Dice": 0.4323841650957436, + "FN": 6220, + "FP": 5222, + "IoU": 0.27582278481012656, + "TN": 4540232, + "TP": 4358, + "n_pred": 9580, + "n_ref": 10578 + }, + "14": { + "Dice": 0.11974194389234628, + "FN": 4143, + "FP": 211985, + "IoU": 0.06368378186355209, + "TN": 4325204, + "TP": 14700, + "n_pred": 226685, + "n_ref": 18843 + }, + "15": { + "Dice": 0.8250568803919893, + "FN": 2884, + "FP": 19645, + "IoU": 0.7022100615962144, + "TN": 4480378, + "TP": 53125, + "n_pred": 72770, + "n_ref": 56009 + }, + "2": { + "Dice": 0.9788694513307451, + "FN": 1498, + "FP": 2116, + "IoU": 0.958613423725708, + "TN": 4468709, + "TP": 83709, + "n_pred": 85825, + "n_ref": 85207 + }, + "3": { + "Dice": 0.9846921382848052, + "FN": 1352, + "FP": 1477, + "IoU": 0.9698458717943251, + "TN": 4462214, + "TP": 90989, + "n_pred": 92466, + "n_ref": 92341 + }, + "4": { + "Dice": 0.8778070153028639, + "FN": 1718, + "FP": 3065, + "IoU": 0.78222465054865, + "TN": 4534069, + "TP": 17180, + "n_pred": 20245, + "n_ref": 18898 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 4556024, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "6": { + "Dice": 0.5258548449087347, + "FN": 2110, + "FP": 73143, + "IoU": 0.35671849755947443, + "TN": 4439049, + "TP": 41730, + "n_pred": 114873, + "n_ref": 43840 + }, + "7": { + "Dice": 0.8664647118222013, + "FN": 19398, + "FP": 62328, + "IoU": 0.7643914758181692, + "TN": 4209160, + "TP": 265146, + "n_pred": 327474, + "n_ref": 284544 + }, + "8": { + "Dice": 0.9386404462512999, + "FN": 108, + "FP": 541, + "IoU": 0.8843755567432745, + "TN": 4550419, + "TP": 4964, + "n_pred": 5505, + "n_ref": 5072 + }, + "9": { + "Dice": 0.5490196078431373, + "FN": 0, + "FP": 69, + "IoU": 0.3783783783783784, + "TN": 4555921, + "TP": 42, + "n_pred": 111, + "n_ref": 42 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9159618095604255, + "FN": 2264, + "FP": 2982, + "IoU": 0.8449534505689374, + "TN": 1543253, + "TP": 28589, + "n_pred": 31571, + "n_ref": 30853 + }, + "10": { + "Dice": 0.8501103593009371, + "FN": 10039, + "FP": 6531, + "IoU": 0.7392973457732186, + "TN": 1513529, + "TP": 46989, + "n_pred": 53520, + "n_ref": 57028 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 780, + "FP": 1334, + "IoU": 0.0, + "TN": 1574974, + "TP": 0, + "n_pred": 1334, + "n_ref": 780 + }, + "13": { + "Dice": 0.704993686143956, + "FN": 8564, + "FP": 4285, + "IoU": 0.544394014608893, + "TN": 1548886, + "TP": 15353, + "n_pred": 19638, + "n_ref": 23917 + }, + "14": { + "Dice": 0.734837870296237, + "FN": 1570, + "FP": 9028, + "IoU": 0.5808250603172092, + "TN": 1551805, + "TP": 14685, + "n_pred": 23713, + "n_ref": 16255 + }, + "15": { + "Dice": 0.9086472799815852, + "FN": 17042, + "FP": 817, + "IoU": 0.8325880930284879, + "TN": 1470411, + "TP": 88818, + "n_pred": 89635, + "n_ref": 105860 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 1577071, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "3": { + "Dice": 0.9735086526610179, + "FN": 1098, + "FP": 3695, + "IoU": 0.9483846650872281, + "TN": 1484228, + "TP": 88067, + "n_pred": 91762, + "n_ref": 89165 + }, + "4": { + "Dice": 0.9056891005966557, + "FN": 1565, + "FP": 2276, + "IoU": 0.8276341769879735, + "TN": 1554804, + "TP": 18443, + "n_pred": 20719, + "n_ref": 20008 + }, + "5": { + "Dice": 0.21100323624595468, + "FN": 5604, + "FP": 491, + "IoU": 0.11794500723589002, + "TN": 1570178, + "TP": 815, + "n_pred": 1306, + "n_ref": 6419 + }, + "6": { + "Dice": 0.9442456499979022, + "FN": 12987, + "FP": 5617, + "IoU": 0.8943800705116923, + "TN": 1400947, + "TP": 157537, + "n_pred": 163154, + "n_ref": 170524 + }, + "7": { + "Dice": 0.8639172394640006, + "FN": 4765, + "FP": 6995, + "IoU": 0.7604351280327568, + "TN": 1527999, + "TP": 37329, + "n_pred": 44324, + "n_ref": 42094 + }, + "8": { + "Dice": 0.9712932508880411, + "FN": 490, + "FP": 601, + "IoU": 0.9441886638019235, + "TN": 1557540, + "TP": 18457, + "n_pred": 19058, + "n_ref": 18947 + }, + "9": { + "Dice": 0.7309658509985686, + "FN": 1708, + "FP": 2239, + "IoU": 0.5760017187667849, + "TN": 1567779, + "TP": 5362, + "n_pred": 7601, + "n_ref": 7070 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9420649205170483, + "FN": 15971, + "FP": 11647, + "IoU": 0.8904751707235825, + "TN": 2201086, + "TP": 224544, + "n_pred": 236191, + "n_ref": 240515 + }, + "10": { + "Dice": 0.9104346576851245, + "FN": 4272, + "FP": 1339, + "IoU": 0.8355943625655601, + "TN": 2419119, + "TP": 28518, + "n_pred": 29857, + "n_ref": 32790 + }, + "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": 0.40667574931880107, + "FN": 1698, + "FP": 44, + "IoU": 0.2552372808892689, + "TN": 2450909, + "TP": 597, + "n_pred": 641, + "n_ref": 2295 + }, + "14": { + "Dice": 0.9894484412470024, + "FN": 1078, + "FP": 1738, + "IoU": 0.9791172282866635, + "TN": 2318400, + "TP": 132032, + "n_pred": 133770, + "n_ref": 133110 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 681, + "IoU": 0.0, + "TN": 2452567, + "TP": 0, + "n_pred": 681, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 289, + "IoU": 0.0, + "TN": 2452959, + "TP": 0, + "n_pred": 289, + "n_ref": 0 + }, + "4": { + "Dice": 0.9167307593703533, + "FN": 488, + "FP": 2760, + "IoU": 0.8462630756851423, + "TN": 2432121, + "TP": 17879, + "n_pred": 20639, + "n_ref": 18367 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9373985133199906, + "FN": 10685, + "FP": 10866, + "IoU": 0.8821731618772689, + "TN": 2270344, + "TP": 161353, + "n_pred": 172219, + "n_ref": 172038 + }, + "7": { + "Dice": 0.9521845851742758, + "FN": 567, + "FP": 4303, + "IoU": 0.9087331334332833, + "TN": 2399888, + "TP": 48490, + "n_pred": 52793, + "n_ref": 49057 + }, + "8": { + "Dice": 0.9204540830858119, + "FN": 6874, + "FP": 946, + "IoU": 0.8526307854666063, + "TN": 2400184, + "TP": 45244, + "n_pred": 46190, + "n_ref": 52118 + }, + "9": { + "Dice": 0.8705171255876427, + "FN": 224, + "FP": 1704, + "IoU": 0.7707218456415745, + "TN": 2444839, + "TP": 6481, + "n_pred": 8185, + "n_ref": 6705 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9453612845673506, + "FN": 10492, + "FP": 10088, + "IoU": 0.8963840135335166, + "TN": 2429862, + "TP": 178038, + "n_pred": 188126, + "n_ref": 188530 + }, + "10": { + "Dice": 0.8389553536625588, + "FN": 8980, + "FP": 12504, + "IoU": 0.7225866432518981, + "TN": 2551036, + "TP": 55960, + "n_pred": 68464, + "n_ref": 64940 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 446, + "FP": 4, + "IoU": 0.0, + "TN": 2628030, + "TP": 0, + "n_pred": 4, + "n_ref": 446 + }, + "13": { + "Dice": 0.43725633221822574, + "FN": 15090, + "FP": 7283, + "IoU": 0.2798004184773861, + "TN": 2597415, + "TP": 8692, + "n_pred": 15975, + "n_ref": 23782 + }, + "14": { + "Dice": 0.776992376992377, + "FN": 2083, + "FP": 2744, + "IoU": 0.635312783318223, + "TN": 2615244, + "TP": 8409, + "n_pred": 11153, + "n_ref": 10492 + }, + "15": { + "Dice": 0.8870466903654578, + "FN": 22867, + "FP": 1250, + "IoU": 0.797020578209822, + "TN": 2509665, + "TP": 94698, + "n_pred": 95948, + "n_ref": 117565 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9462703600312982, + "FN": 5174, + "FP": 10551, + "IoU": 0.8980200652412174, + "TN": 2474283, + "TP": 138472, + "n_pred": 149023, + "n_ref": 143646 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 209, + "IoU": 0.0, + "TN": 2628271, + "TP": 0, + "n_pred": 209, + "n_ref": 0 + }, + "5": { + "Dice": 0.5150673660392883, + "FN": 3799, + "FP": 916, + "IoU": 0.3468624463222053, + "TN": 2621261, + "TP": 2504, + "n_pred": 3420, + "n_ref": 6303 + }, + "6": { + "Dice": 0.9618762632546903, + "FN": 8297, + "FP": 4265, + "IoU": 0.9265526152694786, + "TN": 2457446, + "TP": 158472, + "n_pred": 162737, + "n_ref": 166769 + }, + "7": { + "Dice": 0.9072420908957964, + "FN": 12265, + "FP": 16278, + "IoU": 0.8302315483943876, + "TN": 2460351, + "TP": 139586, + "n_pred": 155864, + "n_ref": 151851 + }, + "8": { + "Dice": 0.8886332740771724, + "FN": 210, + "FP": 855, + "IoU": 0.7995859992472714, + "TN": 2623166, + "TP": 4249, + "n_pred": 5104, + "n_ref": 4459 + }, + "9": { + "Dice": 0.8152397290873675, + "FN": 3059, + "FP": 7280, + "IoU": 0.6881052218769796, + "TN": 2595331, + "TP": 22810, + "n_pred": 30090, + "n_ref": 25869 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9697054632938593, + "FN": 688, + "FP": 609, + "IoU": 0.9411924733620495, + "TN": 1379801, + "TP": 20758, + "n_pred": 21367, + "n_ref": 21446 + }, + "10": { + "Dice": 0.8272355646397547, + "FN": 2635, + "FP": 10889, + "IoU": 0.7053723149318113, + "TN": 1355954, + "TP": 32378, + "n_pred": 43267, + "n_ref": 35013 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 109, + "IoU": 0.0, + "TN": 1401747, + "TP": 0, + "n_pred": 109, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1393, + "FP": 0, + "IoU": 0.0, + "TN": 1400463, + "TP": 0, + "n_pred": 0, + "n_ref": 1393 + }, + "13": { + "Dice": 0.8286273730809615, + "FN": 1504, + "FP": 4535, + "IoU": 0.7073986142739473, + "TN": 1381217, + "TP": 14600, + "n_pred": 19135, + "n_ref": 16104 + }, + "14": { + "Dice": 0.9105863123926072, + "FN": 2440, + "FP": 6094, + "IoU": 0.8358498913231646, + "TN": 1349867, + "TP": 43455, + "n_pred": 49549, + "n_ref": 45895 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 152, + "IoU": 0.0, + "TN": 1401704, + "TP": 0, + "n_pred": 152, + "n_ref": 0 + }, + "2": { + "Dice": 0.9609947220153483, + "FN": 1536, + "FP": 4487, + "IoU": 0.9249180368740573, + "TN": 1321637, + "TP": 74196, + "n_pred": 78683, + "n_ref": 75732 + }, + "3": { + "Dice": 0.971581516177281, + "FN": 180, + "FP": 181, + "IoU": 0.94473361910594, + "TN": 1395324, + "TP": 6171, + "n_pred": 6352, + "n_ref": 6351 + }, + "4": { + "Dice": 0.950720745223363, + "FN": 5504, + "FP": 294, + "IoU": 0.9060702771882645, + "TN": 1340129, + "TP": 55929, + "n_pred": 56223, + "n_ref": 61433 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9519935063060057, + "FN": 12567, + "FP": 2396, + "IoU": 0.9083851216898822, + "TN": 1238531, + "TP": 148362, + "n_pred": 150758, + "n_ref": 160929 + }, + "7": { + "Dice": 0.8833663613803938, + "FN": 4472, + "FP": 15127, + "IoU": 0.7910977520544878, + "TN": 1308037, + "TP": 74220, + "n_pred": 89347, + "n_ref": 78692 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9293290993851767, + "FN": 1347, + "FP": 745, + "IoU": 0.8679876317284029, + "TN": 2262169, + "TP": 13755, + "n_pred": 14500, + "n_ref": 15102 + }, + "10": { + "Dice": 0.601470381238022, + "FN": 27115, + "FP": 9692, + "IoU": 0.43007339506364, + "TN": 2213434, + "TP": 27775, + "n_pred": 37467, + "n_ref": 54890 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2416, + "IoU": 0.0, + "TN": 2275600, + "TP": 0, + "n_pred": 2416, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1522, + "FP": 3, + "IoU": 0.0, + "TN": 2276491, + "TP": 0, + "n_pred": 3, + "n_ref": 1522 + }, + "13": { + "Dice": 0.7480735824684869, + "FN": 4991, + "FP": 6321, + "IoU": 0.5975379798626677, + "TN": 2249909, + "TP": 16795, + "n_pred": 23116, + "n_ref": 21786 + }, + "14": { + "Dice": 0.8495248612362326, + "FN": 479, + "FP": 9877, + "IoU": 0.7384121852029604, + "TN": 2238427, + "TP": 29233, + "n_pred": 39110, + "n_ref": 29712 + }, + "15": { + "Dice": 0.9062200674909006, + "FN": 7238, + "FP": 5490, + "IoU": 0.8285213876726171, + "TN": 2203791, + "TP": 61497, + "n_pred": 66987, + "n_ref": 68735 + }, + "2": { + "Dice": 0.8458092951589207, + "FN": 1646, + "FP": 2657, + "IoU": 0.7328158956845701, + "TN": 2261911, + "TP": 11802, + "n_pred": 14459, + "n_ref": 13448 + }, + "3": { + "Dice": 0.9386077235772358, + "FN": 4629, + "FP": 7453, + "IoU": 0.8843174615333059, + "TN": 2173575, + "TP": 92359, + "n_pred": 99812, + "n_ref": 96988 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8005, + "IoU": 0.0, + "TN": 2270011, + "TP": 0, + "n_pred": 8005, + "n_ref": 0 + }, + "5": { + "Dice": 0.367112810707457, + "FN": 14, + "FP": 317, + "IoU": 0.22482435597189696, + "TN": 2277589, + "TP": 96, + "n_pred": 413, + "n_ref": 110 + }, + "6": { + "Dice": 0.8779602628351892, + "FN": 2658, + "FP": 14559, + "IoU": 0.7824680657510708, + "TN": 2198869, + "TP": 61930, + "n_pred": 76489, + "n_ref": 64588 + }, + "7": { + "Dice": 0.8517139161267648, + "FN": 153944, + "FP": 7232, + "IoU": 0.7417262371184407, + "TN": 1653965, + "TP": 462875, + "n_pred": 470107, + "n_ref": 616819 + }, + "8": { + "Dice": 0.9215918712955122, + "FN": 218, + "FP": 708, + "IoU": 0.8545854271356784, + "TN": 2271648, + "TP": 5442, + "n_pred": 6150, + "n_ref": 5660 + }, + "9": { + "Dice": 0.9014148273910583, + "FN": 2213, + "FP": 400, + "IoU": 0.8205233875953019, + "TN": 2263457, + "TP": 11946, + "n_pred": 12346, + "n_ref": 14159 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/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": 0.8675987470394988, + "FN": 225, + "FP": 1508, + "IoU": 0.7661584131696128, + "TN": 1043981, + "TP": 5678, + "n_pred": 7186, + "n_ref": 5903 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5009784735812133, + "FN": 1654, + "FP": 386, + "IoU": 0.3342036553524804, + "TN": 1048328, + "TP": 1024, + "n_pred": 1410, + "n_ref": 2678 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 416, + "IoU": 0.0, + "TN": 1050976, + "TP": 0, + "n_pred": 416, + "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": 0.9506194381434304, + "FN": 221, + "FP": 62, + "IoU": 0.9058862653807782, + "TN": 1048385, + "TP": 2724, + "n_pred": 2786, + "n_ref": 2945 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2323, + "IoU": 0.0, + "TN": 1049069, + "TP": 0, + "n_pred": 2323, + "n_ref": 0 + }, + "5": { + "Dice": 0.017892644135188866, + "FN": 1749, + "FP": 227, + "IoU": 0.009027081243731194, + "TN": 1049398, + "TP": 18, + "n_pred": 245, + "n_ref": 1767 + }, + "6": { + "Dice": 0.9648786967222721, + "FN": 2322, + "FP": 4870, + "IoU": 0.9321407004830918, + "TN": 945408, + "TP": 98792, + "n_pred": 103662, + "n_ref": 101114 + }, + "7": { + "Dice": 0.6320679160659939, + "FN": 1402, + "FP": 14677, + "IoU": 0.46206088992974237, + "TN": 1021502, + "TP": 13811, + "n_pred": 28488, + "n_ref": 15213 + }, + "8": { + "Dice": 0.9176050592440125, + "FN": 7225, + "FP": 12670, + "IoU": 0.847754386770434, + "TN": 920715, + "TP": 110782, + "n_pred": 123452, + "n_ref": 118007 + }, + "9": { + "Dice": 0.8984375, + "FN": 317, + "FP": 775, + "IoU": 0.8156028368794326, + "TN": 1045470, + "TP": 4830, + "n_pred": 5605, + "n_ref": 5147 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9755054141996052, + "FN": 1317, + "FP": 3275, + "IoU": 0.9521821078610032, + "TN": 1305825, + "TP": 91439, + "n_pred": 94714, + "n_ref": 92756 + }, + "10": { + "Dice": 0.725617372199064, + "FN": 8276, + "FP": 9957, + "IoU": 0.5693873695149024, + "TN": 1359514, + "TP": 24109, + "n_pred": 34066, + "n_ref": 32385 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 1401853, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "13": { + "Dice": 0.6529777238975603, + "FN": 13359, + "FP": 4961, + "IoU": 0.4847564405444932, + "TN": 1366300, + "TP": 17236, + "n_pred": 22197, + "n_ref": 30595 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1059, + "IoU": 0.0, + "TN": 1400797, + "TP": 0, + "n_pred": 1059, + "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": 0.9628275887276582, + "FN": 473, + "FP": 544, + "IoU": 0.9283197067944742, + "TN": 1387668, + "TP": 13171, + "n_pred": 13715, + "n_ref": 13644 + }, + "4": { + "Dice": 0.8507073342028695, + "FN": 2763, + "FP": 213, + "IoU": 0.7402007856831078, + "TN": 1390401, + "TP": 8479, + "n_pred": 8692, + "n_ref": 11242 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9649446407427151, + "FN": 2554, + "FP": 12308, + "IoU": 0.9322637983683515, + "TN": 1182446, + "TP": 204548, + "n_pred": 216856, + "n_ref": 207102 + }, + "7": { + "Dice": 0.9341143379194153, + "FN": 35595, + "FP": 5584, + "IoU": 0.8763738655570666, + "TN": 1068763, + "TP": 291914, + "n_pred": 297498, + "n_ref": 327509 + }, + "8": { + "Dice": 0.7545787545787546, + "FN": 2, + "FP": 65, + "IoU": 0.6058823529411764, + "TN": 1401686, + "TP": 103, + "n_pred": 168, + "n_ref": 105 + }, + "9": { + "Dice": 0.8730034040324692, + "FN": 127, + "FP": 358, + "IoU": 0.7746282527881041, + "TN": 1399704, + "TP": 1667, + "n_pred": 2025, + "n_ref": 1794 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8929083534761768, + "FN": 2399, + "FP": 2829, + "IoU": 0.8065351737408873, + "TN": 1199601, + "TP": 21795, + "n_pred": 24624, + "n_ref": 24194 + }, + "11": { + "Dice": 0.13793103448275862, + "FN": 39, + "FP": 136, + "IoU": 0.07407407407407407, + "TN": 1226435, + "TP": 14, + "n_pred": 150, + "n_ref": 53 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.821148913648269, + "FN": 3032, + "FP": 10147, + "IoU": 0.6965671263785601, + "TN": 1183191, + "TP": 30254, + "n_pred": 40401, + "n_ref": 33286 + }, + "14": { + "Dice": 0.9120159769222235, + "FN": 265, + "FP": 528, + "IoU": 0.8382622883948603, + "TN": 1221721, + "TP": 4110, + "n_pred": 4638, + "n_ref": 4375 + }, + "15": { + "Dice": 0.4495123366396817, + "FN": 99314, + "FP": 305, + "IoU": 0.2899167450745588, + "TN": 1086332, + "TP": 40673, + "n_pred": 40978, + "n_ref": 139987 + }, + "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": 0.8686230248306998, + "FN": 4783, + "FP": 1037, + "IoU": 0.767757382282522, + "TN": 1201564, + "TP": 19240, + "n_pred": 20277, + "n_ref": 24023 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 1226614, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "6": { + "Dice": 0.9325359506961881, + "FN": 3154, + "FP": 4235, + "IoU": 0.8735993978479908, + "TN": 1168167, + "TP": 51068, + "n_pred": 55303, + "n_ref": 54222 + }, + "7": { + "Dice": 0.6937658523561607, + "FN": 288, + "FP": 4300, + "IoU": 0.5311190597853858, + "TN": 1216839, + "TP": 5197, + "n_pred": 9497, + "n_ref": 5485 + }, + "8": { + "Dice": 0.9413965489437187, + "FN": 1353, + "FP": 464, + "IoU": 0.8892815794284321, + "TN": 1210213, + "TP": 14594, + "n_pred": 15058, + "n_ref": 15947 + }, + "9": { + "Dice": 0.7508774231639715, + "FN": 1383, + "FP": 6212, + "IoU": 0.6011238905519668, + "TN": 1207583, + "TP": 11446, + "n_pred": 17658, + "n_ref": 12829 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.978212106635611, + "FN": 790, + "FP": 3513, + "IoU": 0.9573533929969573, + "TN": 2001885, + "TP": 96596, + "n_pred": 100109, + "n_ref": 97386 + }, + "10": { + "Dice": 0.8868976068189269, + "FN": 452, + "FP": 583, + "IoU": 0.7967798939721186, + "TN": 2097691, + "TP": 4058, + "n_pred": 4641, + "n_ref": 4510 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 2102781, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "12": { + "Dice": 0.32, + "FN": 98, + "FP": 4, + "IoU": 0.19047619047619047, + "TN": 2102658, + "TP": 24, + "n_pred": 28, + "n_ref": 122 + }, + "13": { + "Dice": 0.5033474518376827, + "FN": 2961, + "FP": 674, + "IoU": 0.3363155011867811, + "TN": 2097307, + "TP": 1842, + "n_pred": 2516, + "n_ref": 4803 + }, + "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": 0.9613601528049615, + "FN": 4703, + "FP": 3490, + "IoU": 0.9255952921517699, + "TN": 1992670, + "TP": 101921, + "n_pred": 105411, + "n_ref": 106624 + }, + "3": { + "Dice": 0.9483353993270763, + "FN": 3120, + "FP": 3882, + "IoU": 0.901747000631446, + "TN": 2031519, + "TP": 64263, + "n_pred": 68145, + "n_ref": 67383 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 936, + "IoU": 0.0, + "TN": 2101848, + "TP": 0, + "n_pred": 936, + "n_ref": 0 + }, + "5": { + "Dice": 0.770962962962963, + "FN": 541, + "FP": 232, + "IoU": 0.6272902603664416, + "TN": 2100710, + "TP": 1301, + "n_pred": 1533, + "n_ref": 1842 + }, + "6": { + "Dice": 0.9191517505818528, + "FN": 6433, + "FP": 12881, + "IoU": 0.8503985190119517, + "TN": 1973681, + "TP": 109789, + "n_pred": 122670, + "n_ref": 116222 + }, + "7": { + "Dice": 0.9491426438136918, + "FN": 5653, + "FP": 8106, + "IoU": 0.9032078790010553, + "TN": 1960634, + "TP": 128391, + "n_pred": 136497, + "n_ref": 134044 + }, + "8": { + "Dice": 0.965750411418702, + "FN": 2379, + "FP": 1825, + "IoU": 0.933769200472627, + "TN": 2039309, + "TP": 59271, + "n_pred": 61096, + "n_ref": 61650 + }, + "9": { + "Dice": 0.7244109694862881, + "FN": 5142, + "FP": 566, + "IoU": 0.5679031037093111, + "TN": 2089574, + "TP": 7502, + "n_pred": 8068, + "n_ref": 12644 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 1401824, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "10": { + "Dice": 0.9050986536915242, + "FN": 1088, + "FP": 3515, + "IoU": 0.8266485896132264, + "TN": 1375303, + "TP": 21950, + "n_pred": 25465, + "n_ref": 23038 + }, + "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": 178, + "IoU": 0.0, + "TN": 1401678, + "TP": 0, + "n_pred": 178, + "n_ref": 0 + }, + "13": { + "Dice": 0.9009415862333598, + "FN": 5206, + "FP": 1506, + "IoU": 0.8197394924130522, + "TN": 1364621, + "TP": 30523, + "n_pred": 32029, + "n_ref": 35729 + }, + "14": { + "Dice": 0.846450274195939, + "FN": 25003, + "FP": 1933, + "IoU": 0.733778748554542, + "TN": 1300677, + "TP": 74243, + "n_pred": 76176, + "n_ref": 99246 + }, + "15": { + "Dice": 0.8788408839134745, + "FN": 1965, + "FP": 2191, + "IoU": 0.7838681158666597, + "TN": 1382627, + "TP": 15073, + "n_pred": 17264, + "n_ref": 17038 + }, + "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": 1344, + "FP": 0, + "IoU": 0.0, + "TN": 1400512, + "TP": 0, + "n_pred": 0, + "n_ref": 1344 + }, + "5": { + "Dice": 0.4669365721997301, + "FN": 1, + "FP": 394, + "IoU": 0.3045774647887324, + "TN": 1401288, + "TP": 173, + "n_pred": 567, + "n_ref": 174 + }, + "6": { + "Dice": 0.9630864013771413, + "FN": 4266, + "FP": 7142, + "IoU": 0.928801013562009, + "TN": 1241629, + "TP": 148819, + "n_pred": 155961, + "n_ref": 153085 + }, + "7": { + "Dice": 0.5377176015473888, + "FN": 74, + "FP": 3989, + "IoU": 0.36772486772486773, + "TN": 1395430, + "TP": 2363, + "n_pred": 6352, + "n_ref": 2437 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8529411764705882, + "FN": 678, + "FP": 2782, + "IoU": 0.7435897435897436, + "TN": 1388362, + "TP": 10034, + "n_pred": 12816, + "n_ref": 10712 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 106, + "IoU": 0.0, + "TN": 700822, + "TP": 0, + "n_pred": 106, + "n_ref": 0 + }, + "10": { + "Dice": 0.7106382978723405, + "FN": 203, + "FP": 69, + "IoU": 0.5511551155115512, + "TN": 700322, + "TP": 334, + "n_pred": 403, + "n_ref": 537 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5389908256880734, + "FN": 402, + "FP": 0, + "IoU": 0.36891679748822603, + "TN": 700291, + "TP": 235, + "n_pred": 235, + "n_ref": 637 + }, + "13": { + "Dice": 0.7065343158151148, + "FN": 388, + "FP": 4431, + "IoU": 0.5462335216572505, + "TN": 690308, + "TP": 5801, + "n_pred": 10232, + "n_ref": 6189 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6222222222222222, + "FN": 0, + "FP": 17, + "IoU": 0.45161290322580644, + "TN": 700897, + "TP": 14, + "n_pred": 31, + "n_ref": 14 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9193036497713059, + "FN": 759, + "FP": 2699, + "IoU": 0.8506586050529044, + "TN": 677773, + "TP": 19697, + "n_pred": 22396, + "n_ref": 20456 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 314, + "IoU": 0.0, + "TN": 700614, + "TP": 0, + "n_pred": 314, + "n_ref": 0 + }, + "6": { + "Dice": 0.9636077581760033, + "FN": 2308, + "FP": 6158, + "IoU": 0.929771296319339, + "TN": 580379, + "TP": 112083, + "n_pred": 118241, + "n_ref": 114391 + }, + "7": { + "Dice": 0.9750545306665681, + "FN": 1399, + "FP": 3999, + "IoU": 0.9513233238649172, + "TN": 590033, + "TP": 105497, + "n_pred": 109496, + "n_ref": 106896 + }, + "8": { + "Dice": 0.886736214605067, + "FN": 127, + "FP": 25, + "IoU": 0.7965194109772423, + "TN": 700181, + "TP": 595, + "n_pred": 620, + "n_ref": 722 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0321.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": 0.9114196682247273, + "FN": 1088, + "FP": 2778, + "IoU": 0.8372553146705957, + "TN": 852405, + "TP": 19889, + "n_pred": 22667, + "n_ref": 20977 + }, + "11": { + "Dice": 0.5485232067510548, + "FN": 107, + "FP": 0, + "IoU": 0.37790697674418605, + "TN": 875988, + "TP": 65, + "n_pred": 65, + "n_ref": 172 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8334925617578818, + "FN": 3066, + "FP": 1814, + "IoU": 0.7145197145197145, + "TN": 859066, + "TP": 12214, + "n_pred": 14028, + "n_ref": 15280 + }, + "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": 0.9464636542239686, + "FN": 47, + "FP": 171, + "IoU": 0.8983682983682983, + "TN": 874015, + "TP": 1927, + "n_pred": 2098, + "n_ref": 1974 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9557285746760628, + "FN": 606, + "FP": 2510, + "IoU": 0.9152108843537415, + "TN": 839410, + "TP": 33634, + "n_pred": 36144, + "n_ref": 34240 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9630505581887391, + "FN": 8601, + "FP": 2960, + "IoU": 0.928734342637341, + "TN": 713936, + "TP": 150663, + "n_pred": 153623, + "n_ref": 159264 + }, + "7": { + "Dice": 0.9483673426588092, + "FN": 155, + "FP": 4769, + "IoU": 0.9018047661780836, + "TN": 826015, + "TP": 45221, + "n_pred": 49990, + "n_ref": 45376 + }, + "8": { + "Dice": 0.9504696154772417, + "FN": 452, + "FP": 165, + "IoU": 0.9056141961144256, + "TN": 869623, + "TP": 5920, + "n_pred": 6085, + "n_ref": 6372 + }, + "9": { + "Dice": 0.9655544797795487, + "FN": 768, + "FP": 1082, + "IoU": 0.933402930271068, + "TN": 848381, + "TP": 25929, + "n_pred": 27011, + "n_ref": 26697 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9329016862311593, + "FN": 1524, + "FP": 6124, + "IoU": 0.8742415522486229, + "TN": 2041969, + "TP": 53167, + "n_pred": 59291, + "n_ref": 54691 + }, + "10": { + "Dice": 0.8485178403523531, + "FN": 8957, + "FP": 9409, + "IoU": 0.7368918686608217, + "TN": 2032980, + "TP": 51438, + "n_pred": 60847, + "n_ref": 60395 + }, + "11": { + "Dice": 0.40475600693584346, + "FN": 1350, + "FP": 1053, + "IoU": 0.2537267080745342, + "TN": 2099564, + "TP": 817, + "n_pred": 1870, + "n_ref": 2167 + }, + "12": { + "Dice": 0.11339507567201265, + "FN": 3884, + "FP": 41, + "IoU": 0.06010536398467433, + "TN": 2098608, + "TP": 251, + "n_pred": 292, + "n_ref": 4135 + }, + "13": { + "Dice": 0.776868208147829, + "FN": 12336, + "FP": 1647, + "IoU": 0.635146771037182, + "TN": 2064459, + "TP": 24342, + "n_pred": 25989, + "n_ref": 36678 + }, + "14": { + "Dice": 0.9157665044793516, + "FN": 1340, + "FP": 4875, + "IoU": 0.8446211155278882, + "TN": 2062785, + "TP": 33784, + "n_pred": 38659, + "n_ref": 35124 + }, + "15": { + "Dice": 0.9017817783655419, + "FN": 4430, + "FP": 9384, + "IoU": 0.8211316845785317, + "TN": 2025554, + "TP": 63416, + "n_pred": 72800, + "n_ref": 67846 + }, + "2": { + "Dice": 0.9605501585543866, + "FN": 1754, + "FP": 4516, + "IoU": 0.9240947665339031, + "TN": 2020181, + "TP": 76333, + "n_pred": 80849, + "n_ref": 78087 + }, + "3": { + "Dice": 0.9638991682424045, + "FN": 2980, + "FP": 3244, + "IoU": 0.9303140569893075, + "TN": 2013469, + "TP": 83091, + "n_pred": 86335, + "n_ref": 86071 + }, + "4": { + "Dice": 0.9167688882831312, + "FN": 736, + "FP": 2928, + "IoU": 0.8463280627437823, + "TN": 2078941, + "TP": 20179, + "n_pred": 23107, + "n_ref": 20915 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 186, + "IoU": 0.0, + "TN": 2102598, + "TP": 0, + "n_pred": 186, + "n_ref": 0 + }, + "6": { + "Dice": 0.9483639288104794, + "FN": 11203, + "FP": 9086, + "IoU": 0.9017985924900536, + "TN": 1896178, + "TP": 186317, + "n_pred": 195403, + "n_ref": 197520 + }, + "7": { + "Dice": 0.9510702385901822, + "FN": 32996, + "FP": 8313, + "IoU": 0.9067053615791137, + "TN": 1660004, + "TP": 401471, + "n_pred": 409784, + "n_ref": 434467 + }, + "8": { + "Dice": 0.9234424184831027, + "FN": 687, + "FP": 1891, + "IoU": 0.8577733642281805, + "TN": 2084658, + "TP": 15548, + "n_pred": 17439, + "n_ref": 16235 + }, + "9": { + "Dice": 0.9293106986835546, + "FN": 586, + "FP": 1825, + "IoU": 0.8679555287803276, + "TN": 2084525, + "TP": 15848, + "n_pred": 17673, + "n_ref": 16434 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9473512002141646, + "FN": 1329, + "FP": 2211, + "IoU": 0.8999689168950804, + "TN": 1541699, + "TP": 31849, + "n_pred": 34060, + "n_ref": 33178 + }, + "10": { + "Dice": 0.909190091130792, + "FN": 787, + "FP": 2043, + "IoU": 0.8335000294169559, + "TN": 1560091, + "TP": 14167, + "n_pred": 16210, + "n_ref": 14954 + }, + "11": { + "Dice": 0.6961996851810209, + "FN": 419, + "FP": 932, + "IoU": 0.533977233528803, + "TN": 1574189, + "TP": 1548, + "n_pred": 2480, + "n_ref": 1967 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.827280429257272, + "FN": 5058, + "FP": 1058, + "IoU": 0.7054375571930839, + "TN": 1556325, + "TP": 14647, + "n_pred": 15705, + "n_ref": 19705 + }, + "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": 14857, + "IoU": 0.0, + "TN": 1562231, + "TP": 0, + "n_pred": 14857, + "n_ref": 0 + }, + "2": { + "Dice": 0.9523565719486873, + "FN": 4971, + "FP": 1729, + "IoU": 0.9090464813205907, + "TN": 1503424, + "TP": 66964, + "n_pred": 68693, + "n_ref": 71935 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3931, + "IoU": 0.0, + "TN": 1573157, + "TP": 0, + "n_pred": 3931, + "n_ref": 0 + }, + "4": { + "Dice": 0.7079107505070994, + "FN": 135, + "FP": 153, + "IoU": 0.5478806907378336, + "TN": 1576451, + "TP": 349, + "n_pred": 502, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.911326860841424, + "FN": 5511, + "FP": 9970, + "IoU": 0.8370986920332937, + "TN": 1482055, + "TP": 79552, + "n_pred": 89522, + "n_ref": 85063 + }, + "7": { + "Dice": 0.9482020839685074, + "FN": 2725, + "FP": 11716, + "IoU": 0.9015059542484551, + "TN": 1430470, + "TP": 132177, + "n_pred": 143893, + "n_ref": 134902 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9125762703490526, + "FN": 1021, + "FP": 2518, + "IoU": 0.8392094502498865, + "TN": 1555078, + "TP": 18471, + "n_pred": 20989, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9708626928204152, + "FN": 367, + "FP": 92, + "IoU": 0.9433752775721688, + "TN": 1218518, + "TP": 7647, + "n_pred": 7739, + "n_ref": 8014 + }, + "10": { + "Dice": 0.9186959937156324, + "FN": 214, + "FP": 200, + "IoU": 0.8496185978932074, + "TN": 1223871, + "TP": 2339, + "n_pred": 2539, + "n_ref": 2553 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1226623, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 1226576, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "13": { + "Dice": 0.8141555051564038, + "FN": 3314, + "FP": 1029, + "IoU": 0.6865617782909931, + "TN": 1212768, + "TP": 9513, + "n_pred": 10542, + "n_ref": 12827 + }, + "14": { + "Dice": 0.8956709550192506, + "FN": 2704, + "FP": 1740, + "IoU": 0.8110544217687075, + "TN": 1203104, + "TP": 19076, + "n_pred": 20816, + "n_ref": 21780 + }, + "15": { + "Dice": 0.8058229683752579, + "FN": 34444, + "FP": 370, + "IoU": 0.6747935582707469, + "TN": 1119572, + "TP": 72238, + "n_pred": 72608, + "n_ref": 106682 + }, + "2": { + "Dice": 0.9784072208647085, + "FN": 142, + "FP": 291, + "IoU": 0.957727228351069, + "TN": 1216381, + "TP": 9810, + "n_pred": 10101, + "n_ref": 9952 + }, + "3": { + "Dice": 0.9741000034487346, + "FN": 3211, + "FP": 2046, + "IoU": 0.9495077558469001, + "TN": 1122509, + "TP": 98858, + "n_pred": 100904, + "n_ref": 102069 + }, + "4": { + "Dice": 0.9156891944268782, + "FN": 477, + "FP": 3656, + "IoU": 0.8444895962674493, + "TN": 1200047, + "TP": 22444, + "n_pred": 26100, + "n_ref": 22921 + }, + "5": { + "Dice": 0.6483790523690773, + "FN": 92, + "FP": 49, + "IoU": 0.4797047970479705, + "TN": 1226353, + "TP": 130, + "n_pred": 179, + "n_ref": 222 + }, + "6": { + "Dice": 0.9545061879096322, + "FN": 6836, + "FP": 2854, + "IoU": 0.9129716282119217, + "TN": 1115281, + "TP": 101653, + "n_pred": 104507, + "n_ref": 108489 + }, + "7": { + "Dice": 0.9550473499130794, + "FN": 2214, + "FP": 3449, + "IoU": 0.913962321482832, + "TN": 1160804, + "TP": 60157, + "n_pred": 63606, + "n_ref": 62371 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8616297582862933, + "FN": 941, + "FP": 971, + "IoU": 0.7568976478067387, + "TN": 1218759, + "TP": 5953, + "n_pred": 6924, + "n_ref": 6894 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5682258912227921, + "FN": 497, + "FP": 47151, + "IoU": 0.39686839407096114, + "TN": 1848551, + "TP": 31353, + "n_pred": 78504, + "n_ref": 31850 + }, + "10": { + "Dice": 0.0661053644455136, + "FN": 6694, + "FP": 12717, + "IoU": 0.03418250572196239, + "TN": 1907454, + "TP": 687, + "n_pred": 13404, + "n_ref": 7381 + }, + "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": 605, + "IoU": 0.0, + "TN": 1926947, + "TP": 0, + "n_pred": 605, + "n_ref": 0 + }, + "13": { + "Dice": 0.32067605633802815, + "FN": 6686, + "FP": 5372, + "IoU": 0.190955448201825, + "TN": 1912648, + "TP": 2846, + "n_pred": 8218, + "n_ref": 9532 + }, + "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": 0.8330570329085059, + "FN": 21489, + "FP": 766, + "IoU": 0.7138798179527397, + "TN": 1849770, + "TP": 55527, + "n_pred": 56293, + "n_ref": 77016 + }, + "3": { + "Dice": 0.44256460514777946, + "FN": 90, + "FP": 10717, + "IoU": 0.28416241637411405, + "TN": 1912455, + "TP": 4290, + "n_pred": 15007, + "n_ref": 4380 + }, + "4": { + "Dice": 0.5035408675125406, + "FN": 67379, + "FP": 6651, + "IoU": 0.33648821847579613, + "TN": 1815979, + "TP": 37543, + "n_pred": 44194, + "n_ref": 104922 + }, + "5": { + "Dice": 0.4754019098271486, + "FN": 5590, + "FP": 3090, + "IoU": 0.31182113692222313, + "TN": 1914939, + "TP": 3933, + "n_pred": 7023, + "n_ref": 9523 + }, + "6": { + "Dice": 0.9038974374863066, + "FN": 68361, + "FP": 18489, + "IoU": 0.8246467697451574, + "TN": 1432266, + "TP": 408436, + "n_pred": 426925, + "n_ref": 476797 + }, + "7": { + "Dice": 0.3656475227045021, + "FN": 4597, + "FP": 73913, + "IoU": 0.2237262327338165, + "TN": 1826415, + "TP": 22627, + "n_pred": 96540, + "n_ref": 27224 + }, + "8": { + "Dice": 0.6762638813388212, + "FN": 31153, + "FP": 2197, + "IoU": 0.510875144830823, + "TN": 1859369, + "TP": 34833, + "n_pred": 37030, + "n_ref": 65986 + }, + "9": { + "Dice": 0.796572434503469, + "FN": 2683, + "FP": 5175, + "IoU": 0.6619197177644882, + "TN": 1904309, + "TP": 15385, + "n_pred": 20560, + "n_ref": 18068 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9635505441195752, + "FN": 189, + "FP": 367, + "IoU": 0.9296647691334599, + "TN": 1744415, + "TP": 7349, + "n_pred": 7716, + "n_ref": 7538 + }, + "10": { + "Dice": 0.8823043994017227, + "FN": 2731, + "FP": 6397, + "IoU": 0.7893959669604541, + "TN": 1708978, + "TP": 34214, + "n_pred": 40611, + "n_ref": 36945 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 272, + "IoU": 0.0, + "TN": 1752048, + "TP": 0, + "n_pred": 272, + "n_ref": 0 + }, + "12": { + "Dice": 0.1271209264745489, + "FN": 3241, + "FP": 0, + "IoU": 0.06787460454414726, + "TN": 1748843, + "TP": 236, + "n_pred": 236, + "n_ref": 3477 + }, + "13": { + "Dice": 0.8747562621868906, + "FN": 2531, + "FP": 3314, + "IoU": 0.7773926952812583, + "TN": 1726063, + "TP": 20412, + "n_pred": 23726, + "n_ref": 22943 + }, + "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": 304, + "IoU": 0.0, + "TN": 1752016, + "TP": 0, + "n_pred": 304, + "n_ref": 0 + }, + "3": { + "Dice": 0.9738212263527826, + "FN": 4879, + "FP": 868, + "IoU": 0.9489781423675846, + "TN": 1639682, + "TP": 106891, + "n_pred": 107759, + "n_ref": 111770 + }, + "4": { + "Dice": 0.8050414805360562, + "FN": 530, + "FP": 692, + "IoU": 0.6736982643524699, + "TN": 1748575, + "TP": 2523, + "n_pred": 3215, + "n_ref": 3053 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 235, + "IoU": 0.0, + "TN": 1752085, + "TP": 0, + "n_pred": 235, + "n_ref": 0 + }, + "6": { + "Dice": 0.9711641405845637, + "FN": 2085, + "FP": 10116, + "IoU": 0.9439446843701186, + "TN": 1534660, + "TP": 205459, + "n_pred": 215575, + "n_ref": 207544 + }, + "7": { + "Dice": 0.6766189059204988, + "FN": 2628, + "FP": 36169, + "IoU": 0.5112804686023809, + "TN": 1672935, + "TP": 40588, + "n_pred": 76757, + "n_ref": 43216 + }, + "8": { + "Dice": 0.9616995121201645, + "FN": 500, + "FP": 497, + "IoU": 0.9262246559123871, + "TN": 1738806, + "TP": 12517, + "n_pred": 13014, + "n_ref": 13017 + }, + "9": { + "Dice": 0.7498141570991989, + "FN": 2613, + "FP": 416, + "IoU": 0.599762156448203, + "TN": 1744752, + "TP": 4539, + "n_pred": 4955, + "n_ref": 7152 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.5938076067871471, + "FN": 5761.26, + "FP": 5013.737777777777, + "IoU": 0.5107513129081838, + "TN": 1668552.1022222221, + "TP": 32105.433333333334, + "n_pred": 37119.17111111111, + "n_ref": 37866.693333333336 + }, + "mean": { + "1": { + "Dice": 0.7278624340946528, + "FN": 3373.1, + "FP": 3071.633333333333, + "IoU": 0.6744999252194431, + "TN": 1661549.7666666666, + "TP": 43438.03333333333, + "n_pred": 46509.666666666664, + "n_ref": 46811.13333333333 + }, + "10": { + "Dice": 0.6664263315171997, + "FN": 6476.4, + "FP": 7006.866666666667, + "IoU": 0.5592341933381886, + "TN": 1683267.5, + "TP": 14681.766666666666, + "n_pred": 21688.633333333335, + "n_ref": 21158.166666666668 + }, + "11": { + "Dice": 0.20976029757741446, + "FN": 325.3666666666667, + "FP": 97.26666666666667, + "IoU": 0.1388494809149978, + "TN": 1710837.0666666667, + "TP": 172.83333333333334, + "n_pred": 270.1, + "n_ref": 498.2 + }, + "12": { + "Dice": 0.16625608924478558, + "FN": 329.3666666666667, + "FP": 191.66666666666666, + "IoU": 0.11677332364246984, + "TN": 1710684.9333333333, + "TP": 226.56666666666666, + "n_pred": 418.23333333333335, + "n_ref": 555.9333333333333 + }, + "13": { + "Dice": 0.599163578643472, + "FN": 4633.033333333334, + "FP": 6080.233333333334, + "IoU": 0.48193225851476934, + "TN": 1691182.4, + "TP": 9536.866666666667, + "n_pred": 15617.1, + "n_ref": 14169.9 + }, + "14": { + "Dice": 0.6290565190538905, + "FN": 2485.233333333333, + "FP": 13616.433333333332, + "IoU": 0.5742108735891192, + "TN": 1657302.4666666666, + "TP": 38028.4, + "n_pred": 51644.833333333336, + "n_ref": 40513.63333333333 + }, + "15": { + "Dice": 0.4676551922904738, + "FN": 918.4333333333333, + "FP": 6504.9, + "IoU": 0.357661967389786, + "TN": 1696557.0, + "TP": 7452.2, + "n_pred": 13957.1, + "n_ref": 8370.633333333333 + }, + "2": { + "Dice": 0.7344883467015987, + "FN": 7877.133333333333, + "FP": 1645.6333333333334, + "IoU": 0.6558498198641891, + "TN": 1679496.8666666667, + "TP": 22412.9, + "n_pred": 24058.533333333333, + "n_ref": 30290.033333333333 + }, + "3": { + "Dice": 0.7537843062646692, + "FN": 2835.266666666667, + "FP": 6886.966666666666, + "IoU": 0.6938341760601234, + "TN": 1661830.4666666666, + "TP": 39879.833333333336, + "n_pred": 46766.8, + "n_ref": 42715.1 + }, + "4": { + "Dice": 0.43360103542231326, + "FN": 3860.866666666667, + "FP": 3071.5, + "IoU": 0.34406532809566587, + "TN": 1698405.5666666667, + "TP": 6094.6, + "n_pred": 9166.1, + "n_ref": 9955.466666666667 + }, + "5": { + "Dice": 0.4551223114326364, + "FN": 192.33333333333334, + "FP": 396.23333333333335, + "IoU": 0.3589283748891587, + "TN": 1710170.6333333333, + "TP": 673.3333333333334, + "n_pred": 1069.5666666666666, + "n_ref": 865.6666666666666 + }, + "6": { + "Dice": 0.8679250754342293, + "FN": 36299.066666666666, + "FP": 12436.366666666667, + "IoU": 0.7976029774578047, + "TN": 1473323.8333333333, + "TP": 189373.26666666666, + "n_pred": 201809.63333333333, + "n_ref": 225672.33333333334 + }, + "7": { + "Dice": 0.7989467617128588, + "FN": 13461.2, + "FP": 10582.433333333332, + "IoU": 0.7098260442315507, + "TN": 1594370.5, + "TP": 93018.4, + "n_pred": 103600.83333333333, + "n_ref": 106479.6 + }, + "8": { + "Dice": 0.7050157617427083, + "FN": 1193.3333333333333, + "FP": 841.3333333333334, + "IoU": 0.627501135286504, + "TN": 1701217.4333333333, + "TP": 8180.433333333333, + "n_pred": 9021.766666666666, + "n_ref": 9373.766666666666 + }, + "9": { + "Dice": 0.6920500606743034, + "FN": 2158.766666666667, + "FP": 2776.6, + "IoU": 0.5704998151289865, + "TN": 1698085.1, + "TP": 8412.066666666668, + "n_pred": 11188.666666666666, + "n_ref": 10570.833333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9634867755343494, + "FN": 15252, + "FP": 3512, + "IoU": 0.9295460518905118, + "TN": 2887846, + "TP": 247566, + "n_pred": 251078, + "n_ref": 262818 + }, + "10": { + "Dice": 0.02902523583004112, + "FN": 46150, + "FP": 38151, + "IoU": 0.014726335596825657, + "TN": 3068615, + "TP": 1260, + "n_pred": 39411, + "n_ref": 47410 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 3154141, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 26, + "FP": 0, + "IoU": 0.0, + "TN": 3154150, + "TP": 0, + "n_pred": 0, + "n_ref": 26 + }, + "13": { + "Dice": 0.0, + "FN": 14280, + "FP": 22790, + "IoU": 0.0, + "TN": 3117106, + "TP": 0, + "n_pred": 22790, + "n_ref": 14280 + }, + "14": { + "Dice": 0.9794078950244124, + "FN": 3084, + "FP": 1627, + "IoU": 0.9596467484410334, + "TN": 3037432, + "TP": 112033, + "n_pred": 113660, + "n_ref": 115117 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 947, + "IoU": 0.0, + "TN": 3153229, + "TP": 0, + "n_pred": 947, + "n_ref": 0 + }, + "2": { + "Dice": 0.8972263358014809, + "FN": 3990, + "FP": 8849, + "IoU": 0.813608780232862, + "TN": 3085294, + "TP": 56043, + "n_pred": 64892, + "n_ref": 60033 + }, + "3": { + "Dice": 0.9209612635305331, + "FN": 9686, + "FP": 5407, + "IoU": 0.8535015772870662, + "TN": 3051151, + "TP": 87932, + "n_pred": 93339, + "n_ref": 97618 + }, + "4": { + "Dice": 0.7779821012627192, + "FN": 16953, + "FP": 1157, + "IoU": 0.6366372391653291, + "TN": 3104336, + "TP": 31730, + "n_pred": 32887, + "n_ref": 48683 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 590, + "IoU": 0.0, + "TN": 3153586, + "TP": 0, + "n_pred": 590, + "n_ref": 0 + }, + "6": { + "Dice": 0.958379621596061, + "FN": 44606, + "FP": 25191, + "IoU": 0.9200853223173047, + "TN": 2280782, + "TP": 803597, + "n_pred": 828788, + "n_ref": 848203 + }, + "7": { + "Dice": 0.866880260657073, + "FN": 7007, + "FP": 5250, + "IoU": 0.7650385308438447, + "TN": 3102010, + "TP": 39909, + "n_pred": 45159, + "n_ref": 46916 + }, + "8": { + "Dice": 0.8560141625413894, + "FN": 4549, + "FP": 4235, + "IoU": 0.7482733916033816, + "TN": 3119281, + "TP": 26111, + "n_pred": 30346, + "n_ref": 30660 + }, + "9": { + "Dice": 0.3331782545015939, + "FN": 27968, + "FP": 10731, + "IoU": 0.1998883536295408, + "TN": 3105809, + "TP": 9668, + "n_pred": 20399, + "n_ref": 37636 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.985211135225661, + "FN": 2858, + "FP": 1469, + "IoU": 0.9708533168076736, + "TN": 1779096, + "TP": 144129, + "n_pred": 145598, + "n_ref": 146987 + }, + "10": { + "Dice": 0.8233452086500714, + "FN": 2051, + "FP": 5734, + "IoU": 0.6997338681683187, + "TN": 1901625, + "TP": 18142, + "n_pred": 23876, + "n_ref": 20193 + }, + "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": 0.7249395826951224, + "FN": 5740, + "FP": 2341, + "IoU": 0.5685531233315536, + "TN": 1908822, + "TP": 10649, + "n_pred": 12990, + "n_ref": 16389 + }, + "14": { + "Dice": 0.9831862488853357, + "FN": 4392, + "FP": 1076, + "IoU": 0.9669285528520192, + "TN": 1762213, + "TP": 159871, + "n_pred": 160947, + "n_ref": 164263 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5663716814159292, + "FN": 8, + "FP": 41, + "IoU": 0.3950617283950617, + "TN": 1927471, + "TP": 32, + "n_pred": 73, + "n_ref": 40 + }, + "3": { + "Dice": 0.769394261424017, + "FN": 187, + "FP": 30, + "IoU": 0.6252158894645942, + "TN": 1926973, + "TP": 362, + "n_pred": 392, + "n_ref": 549 + }, + "4": { + "Dice": 0.8875029983209403, + "FN": 2159, + "FP": 4407, + "IoU": 0.7977576541612764, + "TN": 1895086, + "TP": 25900, + "n_pred": 30307, + "n_ref": 28059 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 908, + "IoU": 0.0, + "TN": 1926644, + "TP": 0, + "n_pred": 908, + "n_ref": 0 + }, + "6": { + "Dice": 0.9462181526184414, + "FN": 4626, + "FP": 12654, + "IoU": 0.8979260318154162, + "TN": 1758263, + "TP": 152009, + "n_pred": 164663, + "n_ref": 156635 + }, + "7": { + "Dice": 0.6836677292330771, + "FN": 6502, + "FP": 47482, + "IoU": 0.5193732193732193, + "TN": 1815232, + "TP": 58336, + "n_pred": 105818, + "n_ref": 64838 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9448571273653961, + "FN": 645, + "FP": 2406, + "IoU": 0.8954779033915724, + "TN": 1898362, + "TP": 26139, + "n_pred": 28545, + "n_ref": 26784 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9105999021089145, + "FN": 1659, + "FP": 15145, + "IoU": 0.8358727926238475, + "TN": 1649936, + "TP": 85580, + "n_pred": 100725, + "n_ref": 87239 + }, + "10": { + "Dice": 0.7912683692395491, + "FN": 1245, + "FP": 218, + "IoU": 0.6546270066100094, + "TN": 1748084, + "TP": 2773, + "n_pred": 2991, + "n_ref": 4018 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 9, + "FP": 0, + "IoU": 0.0, + "TN": 1752311, + "TP": 0, + "n_pred": 0, + "n_ref": 9 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8342899063565357, + "FN": 28269, + "FP": 2451, + "IoU": 0.7156924443786326, + "TN": 1644268, + "TP": 77332, + "n_pred": 79783, + "n_ref": 105601 + }, + "15": { + "Dice": 0.43362529860084176, + "FN": 3843, + "FP": 21052, + "IoU": 0.2768336964415396, + "TN": 1717895, + "TP": 9530, + "n_pred": 30582, + "n_ref": 13373 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9701189722614468, + "FN": 1126, + "FP": 715, + "IoU": 0.9419718842589674, + "TN": 1720594, + "TP": 29885, + "n_pred": 30600, + "n_ref": 31011 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1752315, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "5": { + "Dice": 0.8565488565488566, + "FN": 91, + "FP": 47, + "IoU": 0.7490909090909091, + "TN": 1751770, + "TP": 412, + "n_pred": 459, + "n_ref": 503 + }, + "6": { + "Dice": 0.9253049034819895, + "FN": 7551, + "FP": 1403, + "IoU": 0.8609929518427671, + "TN": 1687906, + "TP": 55460, + "n_pred": 56863, + "n_ref": 63011 + }, + "7": { + "Dice": 0.9436081242532856, + "FN": 703, + "FP": 241, + "IoU": 0.8932368242479077, + "TN": 1743478, + "TP": 7898, + "n_pred": 8139, + "n_ref": 8601 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6767845024369178, + "FN": 1830, + "FP": 3409, + "IoU": 0.5114696008951883, + "TN": 1741596, + "TP": 5485, + "n_pred": 8894, + "n_ref": 7315 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0033.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": 0.8767502692721957, + "FN": 758, + "FP": 844, + "IoU": 0.7805479452054794, + "TN": 1044092, + "TP": 5698, + "n_pred": 6542, + "n_ref": 6456 + }, + "11": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 1051380, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8034892506353458, + "FN": 2660, + "FP": 201, + "IoU": 0.6715269804822044, + "TN": 1042682, + "TP": 5849, + "n_pred": 6050, + "n_ref": 8509 + }, + "14": { + "Dice": 0.9272945891783567, + "FN": 659, + "FP": 2062, + "IoU": 0.8644447765655358, + "TN": 1031319, + "TP": 17352, + "n_pred": 19414, + "n_ref": 18011 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7988281126678748, + "FN": 28179, + "FP": 3682, + "IoU": 0.6650406333119566, + "TN": 956273, + "TP": 63258, + "n_pred": 66940, + "n_ref": 91437 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 26663, + "IoU": 0.0, + "TN": 1024729, + "TP": 0, + "n_pred": 26663, + "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": 0.9722785892770296, + "FN": 2957, + "FP": 3655, + "IoU": 0.9460526745210666, + "TN": 928828, + "TP": 115952, + "n_pred": 119607, + "n_ref": 118909 + }, + "7": { + "Dice": 0.8808392066874283, + "FN": 7538, + "FP": 4821, + "IoU": 0.7870533099004101, + "TN": 993354, + "TP": 45679, + "n_pred": 50500, + "n_ref": 53217 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2208, + "IoU": 0.0, + "TN": 1049184, + "TP": 0, + "n_pred": 2208, + "n_ref": 0 + }, + "9": { + "Dice": 0.843885645861398, + "FN": 235, + "FP": 808, + "IoU": 0.7299326773692387, + "TN": 1047530, + "TP": 2819, + "n_pred": 3627, + "n_ref": 3054 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 0.7728258726089529, + "FN": 1726, + "FP": 578, + "IoU": 0.6297605656435803, + "TN": 1395633, + "TP": 3919, + "n_pred": 4497, + "n_ref": 5645 + }, + "11": { + "Dice": 0.4098384945917914, + "FN": 3791, + "FP": 192, + "IoU": 0.25773387998509134, + "TN": 1396490, + "TP": 1383, + "n_pred": 1575, + "n_ref": 5174 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1401850, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "13": { + "Dice": 0.8651423238450769, + "FN": 1098, + "FP": 1792, + "IoU": 0.7623355263157895, + "TN": 1389696, + "TP": 9270, + "n_pred": 11062, + "n_ref": 10368 + }, + "14": { + "Dice": 0.9619540881012112, + "FN": 8359, + "FP": 5745, + "IoU": 0.9266970536414996, + "TN": 1209449, + "TP": 178303, + "n_pred": 184048, + "n_ref": 186662 + }, + "15": { + "Dice": 0.5282460671519136, + "FN": 2304, + "FP": 17788, + "IoU": 0.35892281675760185, + "TN": 1370515, + "TP": 11249, + "n_pred": 29037, + "n_ref": 13553 + }, + "2": { + "Dice": 0.9061393359279127, + "FN": 536, + "FP": 2141, + "IoU": 0.8283864350278864, + "TN": 1386257, + "TP": 12922, + "n_pred": 15063, + "n_ref": 13458 + }, + "3": { + "Dice": 0.9492076875842033, + "FN": 4648, + "FP": 6436, + "IoU": 0.9033256870731686, + "TN": 1287203, + "TP": 103569, + "n_pred": 110005, + "n_ref": 108217 + }, + "4": { + "Dice": 0.1085972850678733, + "FN": 788, + "FP": 0, + "IoU": 0.05741626794258373, + "TN": 1401020, + "TP": 48, + "n_pred": 48, + "n_ref": 836 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9206256268466564, + "FN": 10085, + "FP": 4556, + "IoU": 0.8529252220034557, + "TN": 1302308, + "TP": 84907, + "n_pred": 89463, + "n_ref": 94992 + }, + "7": { + "Dice": 0.9607331141567338, + "FN": 4940, + "FP": 3767, + "IoU": 0.9244334898414379, + "TN": 1286633, + "TP": 106516, + "n_pred": 110283, + "n_ref": 111456 + }, + "8": { + "Dice": 0.88, + "FN": 246, + "FP": 150, + "IoU": 0.7857142857142857, + "TN": 1400008, + "TP": 1452, + "n_pred": 1602, + "n_ref": 1698 + }, + "9": { + "Dice": 0.7912255912533877, + "FN": 4223, + "FP": 4790, + "IoU": 0.6545684500996474, + "TN": 1375764, + "TP": 17079, + "n_pred": 21869, + "n_ref": 21302 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9064491460616875, + "FN": 2908, + "FP": 2597, + "IoU": 0.828904428904429, + "TN": 1895377, + "TP": 26670, + "n_pred": 29267, + "n_ref": 29578 + }, + "10": { + "Dice": 0.6234856024985413, + "FN": 25000, + "FP": 18882, + "IoU": 0.4529452097488001, + "TN": 1847337, + "TP": 36333, + "n_pred": 55215, + "n_ref": 61333 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6913351834720938, + "FN": 456, + "FP": 545, + "IoU": 0.5282752120640904, + "TN": 1925430, + "TP": 1121, + "n_pred": 1666, + "n_ref": 1577 + }, + "13": { + "Dice": 0.3952486419181735, + "FN": 2383, + "FP": 52500, + "IoU": 0.24629899200747069, + "TN": 1854734, + "TP": 17935, + "n_pred": 70435, + "n_ref": 20318 + }, + "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": 0.9650878097771505, + "FN": 3373, + "FP": 3058, + "IoU": 0.932531106401729, + "TN": 1832234, + "TP": 88887, + "n_pred": 91945, + "n_ref": 92260 + }, + "4": { + "Dice": 0.5699481865284974, + "FN": 430, + "FP": 68, + "IoU": 0.39855072463768115, + "TN": 1926724, + "TP": 330, + "n_pred": 398, + "n_ref": 760 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6702070207020702, + "FN": 1137, + "FP": 2527, + "IoU": 0.5039935020982808, + "TN": 1920165, + "TP": 3723, + "n_pred": 6250, + "n_ref": 4860 + }, + "7": { + "Dice": 0.3578285031920268, + "FN": 20807, + "FP": 7157, + "IoU": 0.21789959446231297, + "TN": 1891797, + "TP": 7791, + "n_pred": 14948, + "n_ref": 28598 + }, + "8": { + "Dice": 0.8203730738037307, + "FN": 893, + "FP": 4644, + "IoU": 0.6954512953082889, + "TN": 1909371, + "TP": 12644, + "n_pred": 17288, + "n_ref": 13537 + }, + "9": { + "Dice": 0.7351616184683095, + "FN": 3677, + "FP": 9080, + "IoU": 0.5812296884745429, + "TN": 1897089, + "TP": 17706, + "n_pred": 26786, + "n_ref": 21383 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/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": 0.031137724550898204, + "FN": 809, + "FP": 0, + "IoU": 0.015815085158150853, + "TN": 1050570, + "TP": 13, + "n_pred": 13, + "n_ref": 822 + }, + "11": { + "Dice": 0.5996751928542428, + "FN": 1148, + "FP": 824, + "IoU": 0.4282400695853871, + "TN": 1047943, + "TP": 1477, + "n_pred": 2301, + "n_ref": 2625 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1051389, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": 0.6527693244065733, + "FN": 555, + "FP": 1727, + "IoU": 0.48452676756268354, + "TN": 1046965, + "TP": 2145, + "n_pred": 3872, + "n_ref": 2700 + }, + "14": { + "Dice": 0.8191315541912165, + "FN": 1464, + "FP": 2189, + "IoU": 0.6936687631027254, + "TN": 1039467, + "TP": 8272, + "n_pred": 10461, + "n_ref": 9736 + }, + "15": { + "Dice": 0.7126635826138584, + "FN": 2335, + "FP": 20895, + "IoU": 0.5535954494792267, + "TN": 999354, + "TP": 28808, + "n_pred": 49703, + "n_ref": 31143 + }, + "2": { + "Dice": 0.9364714056190021, + "FN": 333, + "FP": 1130, + "IoU": 0.8805324187489793, + "TN": 1039146, + "TP": 10783, + "n_pred": 11913, + "n_ref": 11116 + }, + "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": 1327, + "IoU": 0.0, + "TN": 1050065, + "TP": 0, + "n_pred": 1327, + "n_ref": 0 + }, + "5": { + "Dice": 0.6697426796805679, + "FN": 346, + "FP": 1515, + "IoU": 0.5034685165421559, + "TN": 1047644, + "TP": 1887, + "n_pred": 3402, + "n_ref": 2233 + }, + "6": { + "Dice": 0.9463579364126301, + "FN": 9748, + "FP": 4993, + "IoU": 0.8981778244411903, + "TN": 906620, + "TP": 130031, + "n_pred": 135024, + "n_ref": 139779 + }, + "7": { + "Dice": 0.6565403571140018, + "FN": 3848, + "FP": 403, + "IoU": 0.4886937695453452, + "TN": 1043078, + "TP": 4063, + "n_pred": 4466, + "n_ref": 7911 + }, + "8": { + "Dice": 0.7420189818809318, + "FN": 2271, + "FP": 121, + "IoU": 0.5898491083676269, + "TN": 1045560, + "TP": 3440, + "n_pred": 3561, + "n_ref": 5711 + }, + "9": { + "Dice": 0.673149621965778, + "FN": 4563, + "FP": 8579, + "IoU": 0.5073289597000937, + "TN": 1024717, + "TP": 13533, + "n_pred": 22112, + "n_ref": 18096 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9479863533268531, + "FN": 7189, + "FP": 998, + "IoU": 0.9011160229002102, + "TN": 2195222, + "TP": 74607, + "n_pred": 75605, + "n_ref": 81796 + }, + "10": { + "Dice": 0.5303606579254663, + "FN": 20079, + "FP": 36227, + "IoU": 0.36087810304316736, + "TN": 2189917, + "TP": 31793, + "n_pred": 68020, + "n_ref": 51872 + }, + "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": 67, + "IoU": 0.0, + "TN": 2277949, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "13": { + "Dice": 0.717124952664818, + "FN": 11291, + "FP": 11866, + "IoU": 0.5589982860407542, + "TN": 2225506, + "TP": 29353, + "n_pred": 41219, + "n_ref": 40644 + }, + "14": { + "Dice": 0.8812076907297242, + "FN": 4149, + "FP": 8591, + "IoU": 0.7876418915540147, + "TN": 2218023, + "TP": 47253, + "n_pred": 55844, + "n_ref": 51402 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4483, + "IoU": 0.0, + "TN": 2273533, + "TP": 0, + "n_pred": 4483, + "n_ref": 0 + }, + "2": { + "Dice": 0.90980988757256, + "FN": 9935, + "FP": 6783, + "IoU": 0.8345424134757178, + "TN": 2176975, + "TP": 84323, + "n_pred": 91106, + "n_ref": 94258 + }, + "3": { + "Dice": 0.7866490818707518, + "FN": 781, + "FP": 1322, + "IoU": 0.6483277591973244, + "TN": 2272036, + "TP": 3877, + "n_pred": 5199, + "n_ref": 4658 + }, + "4": { + "Dice": 0.025884732052578362, + "FN": 1383, + "FP": 3434, + "IoU": 0.013112067199344397, + "TN": 2273135, + "TP": 64, + "n_pred": 3498, + "n_ref": 1447 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 2278015, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "6": { + "Dice": 0.9605589555822858, + "FN": 10225, + "FP": 25581, + "IoU": 0.9241110505891005, + "TN": 1806195, + "TP": 436015, + "n_pred": 461596, + "n_ref": 446240 + }, + "7": { + "Dice": 0.9299994938502809, + "FN": 18451, + "FP": 7826, + "IoU": 0.8691579943235572, + "TN": 2077186, + "TP": 174553, + "n_pred": 182379, + "n_ref": 193004 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7494089834515366, + "FN": 193, + "FP": 1291, + "IoU": 0.5992438563327032, + "TN": 2274313, + "TP": 2219, + "n_pred": 3510, + "n_ref": 2412 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7455847447399123, + "FN": 412, + "FP": 12236, + "IoU": 0.5943683653506944, + "TN": 4875315, + "TP": 18533, + "n_pred": 30769, + "n_ref": 18945 + }, + "10": { + "Dice": 0.7916479568926807, + "FN": 7699, + "FP": 6221, + "IoU": 0.6551467855815681, + "TN": 4866131, + "TP": 26445, + "n_pred": 32666, + "n_ref": 34144 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 4906484, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "12": { + "Dice": 0.42938568714376185, + "FN": 971, + "FP": 831, + "IoU": 0.27338709677419354, + "TN": 4904016, + "TP": 678, + "n_pred": 1509, + "n_ref": 1649 + }, + "13": { + "Dice": 0.7102249544378859, + "FN": 3310, + "FP": 7343, + "IoU": 0.5506580057364603, + "TN": 4882788, + "TP": 13055, + "n_pred": 20398, + "n_ref": 16365 + }, + "14": { + "Dice": 0.013992363741915316, + "FN": 1375, + "FP": 263583, + "IoU": 0.007045473283415406, + "TN": 4639658, + "TP": 1880, + "n_pred": 265463, + "n_ref": 3255 + }, + "15": { + "Dice": 0.6227927794992868, + "FN": 204, + "FP": 7465, + "IoU": 0.45221428571428574, + "TN": 4892496, + "TP": 6331, + "n_pred": 13796, + "n_ref": 6535 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 4906494, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 8, + "FP": 1151, + "IoU": 0.0, + "TN": 4905337, + "TP": 0, + "n_pred": 1151, + "n_ref": 8 + }, + "4": { + "Dice": 0.3213822031359233, + "FN": 2868, + "FP": 10722, + "IoU": 0.19145644930985245, + "TN": 4889688, + "TP": 3218, + "n_pred": 13940, + "n_ref": 6086 + }, + "5": { + "Dice": 0.4060324825986079, + "FN": 285, + "FP": 227, + "IoU": 0.2547307132459971, + "TN": 4905809, + "TP": 175, + "n_pred": 402, + "n_ref": 460 + }, + "6": { + "Dice": 0.7479178308187648, + "FN": 6852, + "FP": 144724, + "IoU": 0.5973392555441032, + "TN": 4530060, + "TP": 224860, + "n_pred": 369584, + "n_ref": 231712 + }, + "7": { + "Dice": 0.7829703836668155, + "FN": 19141, + "FP": 53282, + "IoU": 0.6433453821985403, + "TN": 4703434, + "TP": 130639, + "n_pred": 183921, + "n_ref": 149780 + }, + "8": { + "Dice": 0.7839005466408041, + "FN": 2886, + "FP": 2016, + "IoU": 0.6446023345175089, + "TN": 4892703, + "TP": 8891, + "n_pred": 10907, + "n_ref": 11777 + }, + "9": { + "Dice": 0.3736593736593737, + "FN": 33, + "FP": 2887, + "IoU": 0.22975468214191505, + "TN": 4902705, + "TP": 871, + "n_pred": 3758, + "n_ref": 904 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 21036, + "IoU": 0.0, + "TN": 1556052, + "TP": 0, + "n_pred": 21036, + "n_ref": 0 + }, + "10": { + "Dice": 0.7174579264492, + "FN": 6968, + "FP": 14790, + "IoU": 0.5594030334325578, + "TN": 1527705, + "TP": 27625, + "n_pred": 42415, + "n_ref": 34593 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1171, + "FP": 41, + "IoU": 0.0, + "TN": 1575876, + "TP": 0, + "n_pred": 41, + "n_ref": 1171 + }, + "13": { + "Dice": 0.6078843867191073, + "FN": 15891, + "FP": 1257, + "IoU": 0.4366622864651774, + "TN": 1546648, + "TP": 13292, + "n_pred": 14549, + "n_ref": 29183 + }, + "14": { + "Dice": 0.9292402628469882, + "FN": 1971, + "FP": 5276, + "IoU": 0.8678326524657135, + "TN": 1522256, + "TP": 47585, + "n_pred": 52861, + "n_ref": 49556 + }, + "15": { + "Dice": 0.6956201693043799, + "FN": 124, + "FP": 703, + "IoU": 0.5332957110609481, + "TN": 1575316, + "TP": 945, + "n_pred": 1648, + "n_ref": 1069 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9278666343294061, + "FN": 2586, + "FP": 8716, + "IoU": 0.8654395656729212, + "TN": 1493096, + "TP": 72690, + "n_pred": 81406, + "n_ref": 75276 + }, + "4": { + "Dice": 0.19046872550556512, + "FN": 10236, + "FP": 92, + "IoU": 0.1052585982846747, + "TN": 1565545, + "TP": 1215, + "n_pred": 1307, + "n_ref": 11451 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8394581510892182, + "FN": 3959, + "FP": 14944, + "IoU": 0.7233329430361221, + "TN": 1508764, + "TP": 49421, + "n_pred": 64365, + "n_ref": 53380 + }, + "7": { + "Dice": 0.7722606290542573, + "FN": 48589, + "FP": 29386, + "IoU": 0.6290102340363781, + "TN": 1366907, + "TP": 132206, + "n_pred": 161592, + "n_ref": 180795 + }, + "8": { + "Dice": 0.8655314151497357, + "FN": 344, + "FP": 114, + "IoU": 0.7629399585921325, + "TN": 1575156, + "TP": 1474, + "n_pred": 1588, + "n_ref": 1818 + }, + "9": { + "Dice": 0.5083766608896592, + "FN": 334, + "FP": 517, + "IoU": 0.34082106893880715, + "TN": 1575797, + "TP": 440, + "n_pred": 957, + "n_ref": 774 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.08278104289108415, + "FN": 62, + "FP": 14608, + "IoU": 0.04317766762327159, + "TN": 1036060, + "TP": 662, + "n_pred": 15270, + "n_ref": 724 + }, + "11": { + "Dice": 0.0, + "FN": 367, + "FP": 0, + "IoU": 0.0, + "TN": 1051025, + "TP": 0, + "n_pred": 0, + "n_ref": 367 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5557012332527553, + "FN": 12159, + "FP": 9529, + "IoU": 0.3847550424101444, + "TN": 1016141, + "TP": 13563, + "n_pred": 23092, + "n_ref": 25722 + }, + "14": { + "Dice": 0.8403307786682812, + "FN": 1778, + "FP": 8243, + "IoU": 0.7246297161386057, + "TN": 1015001, + "TP": 26370, + "n_pred": 34613, + "n_ref": 28148 + }, + "15": { + "Dice": 0.5445260969901308, + "FN": 6445, + "FP": 21384, + "IoU": 0.3741228859301907, + "TN": 1006928, + "TP": 16635, + "n_pred": 38019, + "n_ref": 23080 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9061413673232909, + "FN": 184, + "FP": 59, + "IoU": 0.8283898305084746, + "TN": 1049976, + "TP": 1173, + "n_pred": 1232, + "n_ref": 1357 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 7227, + "IoU": 0.0, + "TN": 1044165, + "TP": 0, + "n_pred": 7227, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8815769908872698, + "FN": 8137, + "FP": 14163, + "IoU": 0.7882321659196232, + "TN": 946088, + "TP": 83004, + "n_pred": 97167, + "n_ref": 91141 + }, + "7": { + "Dice": 0.757101021891831, + "FN": 6130, + "FP": 5731, + "IoU": 0.6091412377249061, + "TN": 1021046, + "TP": 18485, + "n_pred": 24216, + "n_ref": 24615 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5699843123583754, + "FN": 3938, + "FP": 996, + "IoU": 0.3985860555826426, + "TN": 1043188, + "TP": 3270, + "n_pred": 4266, + "n_ref": 7208 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 0.8239462303964987, + "FN": 10354, + "FP": 3162, + "IoU": 0.7006025163919901, + "TN": 1006248, + "TP": 31628, + "n_pred": 34790, + "n_ref": 41982 + }, + "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": 0.8061013788050356, + "FN": 3042, + "FP": 5691, + "IoU": 0.6751841106895782, + "TN": 1024506, + "TP": 18153, + "n_pred": 23844, + "n_ref": 21195 + }, + "14": { + "Dice": 0.0, + "FN": 66, + "FP": 69502, + "IoU": 0.0, + "TN": 981824, + "TP": 0, + "n_pred": 69502, + "n_ref": 66 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 38567, + "IoU": 0.0, + "TN": 1012825, + "TP": 0, + "n_pred": 38567, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9223575083818599, + "FN": 808, + "FP": 72, + "IoU": 0.8559030620599313, + "TN": 1045285, + "TP": 5227, + "n_pred": 5299, + "n_ref": 6035 + }, + "4": { + "Dice": 0.8431753625355061, + "FN": 893, + "FP": 1205, + "IoU": 0.7288705091754976, + "TN": 1043654, + "TP": 5640, + "n_pred": 6845, + "n_ref": 6533 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9455149781218445, + "FN": 5503, + "FP": 7447, + "IoU": 0.8966604157523042, + "TN": 926077, + "TP": 112365, + "n_pred": 119812, + "n_ref": 117868 + }, + "7": { + "Dice": 0.810853656810429, + "FN": 7792, + "FP": 5571, + "IoU": 0.6818787792220159, + "TN": 1009386, + "TP": 28643, + "n_pred": 34214, + "n_ref": 36435 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9410321133080914, + "FN": 260, + "FP": 1422, + "IoU": 0.8886313977355492, + "TN": 1036289, + "TP": 13421, + "n_pred": 14843, + "n_ref": 13681 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9160345739989416, + "FN": 114, + "FP": 838, + "IoU": 0.8450772986167616, + "TN": 870015, + "TP": 5193, + "n_pred": 6031, + "n_ref": 5307 + }, + "10": { + "Dice": 0.7572182552002483, + "FN": 2222, + "FP": 2470, + "IoU": 0.6092930302273295, + "TN": 864151, + "TP": 7317, + "n_pred": 9787, + "n_ref": 9539 + }, + "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": 200, + "FP": 1124, + "IoU": 0.0, + "TN": 874836, + "TP": 0, + "n_pred": 1124, + "n_ref": 200 + }, + "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": 0.9517151146254054, + "FN": 1536, + "FP": 6952, + "IoU": 0.9078783142860244, + "TN": 784021, + "TP": 83651, + "n_pred": 90603, + "n_ref": 85187 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7276252983293556, + "FN": 414, + "FP": 1412, + "IoU": 0.5718640093786636, + "TN": 871895, + "TP": 2439, + "n_pred": 3851, + "n_ref": 2853 + }, + "6": { + "Dice": 0.9351875489866757, + "FN": 10783, + "FP": 3688, + "IoU": 0.8782650391594391, + "TN": 757287, + "TP": 104402, + "n_pred": 108090, + "n_ref": 115185 + }, + "7": { + "Dice": 0.8229121300732076, + "FN": 5961, + "FP": 2578, + "IoU": 0.6991084957186652, + "TN": 847781, + "TP": 19840, + "n_pred": 22418, + "n_ref": 25801 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 876081, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "9": { + "Dice": 0.7615572992153531, + "FN": 618, + "FP": 4153, + "IoU": 0.6149313962873285, + "TN": 863770, + "TP": 7619, + "n_pred": 11772, + "n_ref": 8237 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8930219813154537, + "FN": 31352, + "FP": 6127, + "IoU": 0.8067206089391525, + "TN": 1733641, + "TP": 156432, + "n_pred": 162559, + "n_ref": 187784 + }, + "10": { + "Dice": 0.6917009819448844, + "FN": 6289, + "FP": 13177, + "IoU": 0.5287025155557707, + "TN": 1886249, + "TP": 21837, + "n_pred": 35014, + "n_ref": 28126 + }, + "11": { + "Dice": 0.5298759864712514, + "FN": 2391, + "FP": 1362, + "IoU": 0.3604294478527607, + "TN": 1921684, + "TP": 2115, + "n_pred": 3477, + "n_ref": 4506 + }, + "12": { + "Dice": 0.48983010289542955, + "FN": 1674, + "FP": 2590, + "IoU": 0.3243543020123594, + "TN": 1921241, + "TP": 2047, + "n_pred": 4637, + "n_ref": 3721 + }, + "13": { + "Dice": 0.7313046098222357, + "FN": 3184, + "FP": 5734, + "IoU": 0.5764225325353852, + "TN": 1906498, + "TP": 12136, + "n_pred": 17870, + "n_ref": 15320 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 948, + "IoU": 0.0, + "TN": 1926604, + "TP": 0, + "n_pred": 948, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9209152687042448, + "FN": 1766, + "FP": 643, + "IoU": 0.8534225737754791, + "TN": 1911117, + "TP": 14026, + "n_pred": 14669, + "n_ref": 15792 + }, + "3": { + "Dice": 0.9316606668236719, + "FN": 9086, + "FP": 7164, + "IoU": 0.8720643693363881, + "TN": 1800535, + "TP": 110767, + "n_pred": 117931, + "n_ref": 119853 + }, + "4": { + "Dice": 0.8871912331472618, + "FN": 6878, + "FP": 1347, + "IoU": 0.7972539932952081, + "TN": 1886984, + "TP": 32343, + "n_pred": 33690, + "n_ref": 39221 + }, + "5": { + "Dice": 0.6344489545837482, + "FN": 1840, + "FP": 2933, + "IoU": 0.4646102075154234, + "TN": 1918637, + "TP": 4142, + "n_pred": 7075, + "n_ref": 5982 + }, + "6": { + "Dice": 0.8360064004763145, + "FN": 11467, + "FP": 32603, + "IoU": 0.7182225063938619, + "TN": 1771152, + "TP": 112330, + "n_pred": 144933, + "n_ref": 123797 + }, + "7": { + "Dice": 0.929593564411747, + "FN": 3002, + "FP": 13382, + "IoU": 0.868449154923923, + "TN": 1803007, + "TP": 108161, + "n_pred": 121543, + "n_ref": 111163 + }, + "8": { + "Dice": 0.8889113106649178, + "FN": 3888, + "FP": 1617, + "IoU": 0.8000363240101708, + "TN": 1900022, + "TP": 22025, + "n_pred": 23642, + "n_ref": 25913 + }, + "9": { + "Dice": 0.8138614735169959, + "FN": 6683, + "FP": 5972, + "IoU": 0.6861436968329159, + "TN": 1887231, + "TP": 27666, + "n_pred": 33638, + "n_ref": 34349 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9246729439213399, + "FN": 1245, + "FP": 563, + "IoU": 0.8598992638512205, + "TN": 1388951, + "TP": 11097, + "n_pred": 11660, + "n_ref": 12342 + }, + "10": { + "Dice": 0.8533214444939813, + "FN": 465, + "FP": 851, + "IoU": 0.7441679626749611, + "TN": 1396712, + "TP": 3828, + "n_pred": 4679, + "n_ref": 4293 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5907660020986358, + "FN": 1426, + "FP": 134, + "IoU": 0.41921072226358896, + "TN": 1399170, + "TP": 1126, + "n_pred": 1260, + "n_ref": 2552 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9915634597725264, + "FN": 1430, + "FP": 1023, + "IoU": 0.9832680790690694, + "TN": 1255250, + "TP": 144153, + "n_pred": 145176, + "n_ref": 145583 + }, + "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": 0.8424657534246576, + "FN": 8, + "FP": 130, + "IoU": 0.727810650887574, + "TN": 1401349, + "TP": 369, + "n_pred": 499, + "n_ref": 377 + }, + "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": 0.9388820735428266, + "FN": 940, + "FP": 2946, + "IoU": 0.8848046481294836, + "TN": 1368122, + "TP": 29848, + "n_pred": 32794, + "n_ref": 30788 + }, + "7": { + "Dice": 0.9813001924736179, + "FN": 7491, + "FP": 6033, + "IoU": 0.9632869126150339, + "TN": 1033486, + "TP": 354846, + "n_pred": 360879, + "n_ref": 362337 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9903149459377178, + "FN": 4425, + "FP": 506, + "IoU": 0.9808156929265892, + "TN": 1845751, + "TP": 252102, + "n_pred": 252608, + "n_ref": 256527 + }, + "10": { + "Dice": 0.6997730610065411, + "FN": 2554, + "FP": 1944, + "IoU": 0.5381930184804928, + "TN": 2093044, + "TP": 5242, + "n_pred": 7186, + "n_ref": 7796 + }, + "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": 0.9137228904252297, + "FN": 269, + "FP": 642, + "IoU": 0.8411508282476025, + "TN": 2097049, + "TP": 4824, + "n_pred": 5466, + "n_ref": 5093 + }, + "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": 0.8699547070290105, + "FN": 17237, + "FP": 909, + "IoU": 0.7698405651881636, + "TN": 2023943, + "TP": 60695, + "n_pred": 61604, + "n_ref": 77932 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13738, + "IoU": 0.0, + "TN": 2089046, + "TP": 0, + "n_pred": 13738, + "n_ref": 0 + }, + "4": { + "Dice": 0.7182741910270439, + "FN": 248, + "FP": 8763, + "IoU": 0.5603961362084106, + "TN": 2082286, + "TP": 11487, + "n_pred": 20250, + "n_ref": 11735 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9788451739212057, + "FN": 19763, + "FP": 3901, + "IoU": 0.958566858739672, + "TN": 1531647, + "TP": 547473, + "n_pred": 551374, + "n_ref": 567236 + }, + "7": { + "Dice": 0.9014670689834564, + "FN": 226, + "FP": 721, + "IoU": 0.8206099640083349, + "TN": 2097505, + "TP": 4332, + "n_pred": 5053, + "n_ref": 4558 + }, + "8": { + "Dice": 0.8620107113331656, + "FN": 3312, + "FP": 527, + "IoU": 0.7574857864813644, + "TN": 2086954, + "TP": 11991, + "n_pred": 12518, + "n_ref": 15303 + }, + "9": { + "Dice": 0.0, + "FN": 66, + "FP": 0, + "IoU": 0.0, + "TN": 2102718, + "TP": 0, + "n_pred": 0, + "n_ref": 66 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9334784287569768, + "FN": 866, + "FP": 1029, + "IoU": 0.8752550852478441, + "TN": 1737129, + "TP": 13296, + "n_pred": 14325, + "n_ref": 14162 + }, + "10": { + "Dice": 0.8266698587502993, + "FN": 4995, + "FP": 2245, + "IoU": 0.7045500918179963, + "TN": 1727815, + "TP": 17265, + "n_pred": 19510, + "n_ref": 22260 + }, + "11": { + "Dice": 0.46153846153846156, + "FN": 117, + "FP": 23, + "IoU": 0.3, + "TN": 1752120, + "TP": 60, + "n_pred": 83, + "n_ref": 177 + }, + "12": { + "Dice": 0.6625317169438962, + "FN": 775, + "FP": 422, + "IoU": 0.49536256323777406, + "TN": 1749948, + "TP": 1175, + "n_pred": 1597, + "n_ref": 1950 + }, + "13": { + "Dice": 0.7572637658070298, + "FN": 5867, + "FP": 6322, + "IoU": 0.6093519646176527, + "TN": 1721118, + "TP": 19013, + "n_pred": 25335, + "n_ref": 24880 + }, + "14": { + "Dice": 0.9223454529768694, + "FN": 289, + "FP": 7812, + "IoU": 0.8558823006173168, + "TN": 1696109, + "TP": 48110, + "n_pred": 55922, + "n_ref": 48399 + }, + "15": { + "Dice": 0.5940372206892259, + "FN": 1867, + "FP": 17700, + "IoU": 0.4225127645131777, + "TN": 1718437, + "TP": 14316, + "n_pred": 32016, + "n_ref": 16183 + }, + "2": { + "Dice": 0.6198125423937842, + "FN": 40212, + "FP": 9112, + "IoU": 0.4490785211660896, + "TN": 1662790, + "TP": 40206, + "n_pred": 49318, + "n_ref": 80418 + }, + "3": { + "Dice": 0.9143924989513502, + "FN": 30795, + "FP": 3288, + "IoU": 0.8422864599480813, + "TN": 1536213, + "TP": 182024, + "n_pred": 185312, + "n_ref": 212819 + }, + "4": { + "Dice": 0.17859855677933917, + "FN": 1816, + "FP": 32788, + "IoU": 0.09805557003596935, + "TN": 1713954, + "TP": 3762, + "n_pred": 36550, + "n_ref": 5578 + }, + "5": { + "Dice": 0.7065733002032979, + "FN": 1253, + "FP": 46, + "IoU": 0.5462801257422284, + "TN": 1749457, + "TP": 1564, + "n_pred": 1610, + "n_ref": 2817 + }, + "6": { + "Dice": 0.9554592059562238, + "FN": 27369, + "FP": 4960, + "IoU": 0.9147169851139209, + "TN": 1373241, + "TP": 346750, + "n_pred": 351710, + "n_ref": 374119 + }, + "7": { + "Dice": 0.943773575761492, + "FN": 5170, + "FP": 1791, + "IoU": 0.8935333883943593, + "TN": 1686938, + "TP": 58421, + "n_pred": 60212, + "n_ref": 63591 + }, + "8": { + "Dice": 0.8641821946169772, + "FN": 296, + "FP": 360, + "IoU": 0.7608457892818082, + "TN": 1749577, + "TP": 2087, + "n_pred": 2447, + "n_ref": 2383 + }, + "9": { + "Dice": 0.9102841508556714, + "FN": 382, + "FP": 4635, + "IoU": 0.8353408382290196, + "TN": 1721851, + "TP": 25452, + "n_pred": 30087, + "n_ref": 25834 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9492466964060264, + "FN": 198, + "FP": 405, + "IoU": 0.9033963473245754, + "TN": 1045150, + "TP": 5639, + "n_pred": 6044, + "n_ref": 5837 + }, + "10": { + "Dice": 0.8785577038549297, + "FN": 1625, + "FP": 6465, + "IoU": 0.7834176639091907, + "TN": 1014039, + "TP": 29263, + "n_pred": 35728, + "n_ref": 30888 + }, + "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": 0.6513282732447818, + "FN": 104, + "FP": 1366, + "IoU": 0.4829405557509673, + "TN": 1048549, + "TP": 1373, + "n_pred": 2739, + "n_ref": 1477 + }, + "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": 4, + "IoU": 0.0, + "TN": 1051388, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "3": { + "Dice": 0.974069508423625, + "FN": 1131, + "FP": 1267, + "IoU": 0.9494498081706648, + "TN": 1003954, + "TP": 45040, + "n_pred": 46307, + "n_ref": 46171 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7235693501454898, + "FN": 78, + "FP": 207, + "IoU": 0.5668693009118541, + "TN": 1050734, + "TP": 373, + "n_pred": 580, + "n_ref": 451 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 1051375, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "7": { + "Dice": 0.9483836172710257, + "FN": 4263, + "FP": 618, + "IoU": 0.9018341981416677, + "TN": 1001670, + "TP": 44841, + "n_pred": 45459, + "n_ref": 49104 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9157529383923642, + "FN": 621, + "FP": 1515, + "IoU": 0.844598035649327, + "TN": 1212879, + "TP": 11609, + "n_pred": 13124, + "n_ref": 12230 + }, + "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": 0.9115302758419229, + "FN": 619, + "FP": 3621, + "IoU": 0.8374420120384926, + "TN": 1200541, + "TP": 21843, + "n_pred": 25464, + "n_ref": 22462 + }, + "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": 0.9566044918157595, + "FN": 132, + "FP": 96, + "IoU": 0.916818679314119, + "TN": 1223883, + "TP": 2513, + "n_pred": 2609, + "n_ref": 2645 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 1226614, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1863, + "IoU": 0.0, + "TN": 1224761, + "TP": 0, + "n_pred": 1863, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9185676153141884, + "FN": 1613, + "FP": 4702, + "IoU": 0.8493990269960889, + "TN": 1184692, + "TP": 35617, + "n_pred": 40319, + "n_ref": 37230 + }, + "7": { + "Dice": 0.9405282975592041, + "FN": 11620, + "FP": 826, + "IoU": 0.8877332876304561, + "TN": 1115763, + "TP": 98415, + "n_pred": 99241, + "n_ref": 110035 + }, + "8": { + "Dice": 0.0, + "FN": 678, + "FP": 20, + "IoU": 0.0, + "TN": 1225926, + "TP": 0, + "n_pred": 20, + "n_ref": 678 + }, + "9": { + "Dice": 0.9574908026531325, + "FN": 503, + "FP": 1080, + "IoU": 0.9184483025088868, + "TN": 1207213, + "TP": 17828, + "n_pred": 18908, + "n_ref": 18331 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8632968936032038, + "FN": 108, + "FP": 1155, + "IoU": 0.7594743858312702, + "TN": 1571837, + "TP": 3988, + "n_pred": 5143, + "n_ref": 4096 + }, + "10": { + "Dice": 0.8630533032035093, + "FN": 3227, + "FP": 5015, + "IoU": 0.7590974191096952, + "TN": 1542875, + "TP": 25971, + "n_pred": 30986, + "n_ref": 29198 + }, + "11": { + "Dice": 0.30643513789581206, + "FN": 219, + "FP": 460, + "IoU": 0.18094089264173704, + "TN": 1576259, + "TP": 150, + "n_pred": 610, + "n_ref": 369 + }, + "12": { + "Dice": 0.44656084656084655, + "FN": 503, + "FP": 1066, + "IoU": 0.28746594005449594, + "TN": 1574886, + "TP": 633, + "n_pred": 1699, + "n_ref": 1136 + }, + "13": { + "Dice": 0.5402889691580994, + "FN": 4999, + "FP": 8237, + "IoU": 0.37013419625011895, + "TN": 1556074, + "TP": 7778, + "n_pred": 16015, + "n_ref": 12777 + }, + "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": 0.9455943060498221, + "FN": 6462, + "FP": 3093, + "IoU": 0.8968031104870936, + "TN": 1484498, + "TP": 83035, + "n_pred": 86128, + "n_ref": 89497 + }, + "3": { + "Dice": 0.9555061598161474, + "FN": 5416, + "FP": 1670, + "IoU": 0.9148030587216852, + "TN": 1493916, + "TP": 76086, + "n_pred": 77756, + "n_ref": 81502 + }, + "4": { + "Dice": 0.44313725490196076, + "FN": 213, + "FP": 4047, + "IoU": 0.28463476070528965, + "TN": 1571133, + "TP": 1695, + "n_pred": 5742, + "n_ref": 1908 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9576343608481203, + "FN": 8273, + "FP": 4319, + "IoU": 0.9187125178332806, + "TN": 1422181, + "TP": 142315, + "n_pred": 146634, + "n_ref": 150588 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 20271, + "IoU": 0.0, + "TN": 1556817, + "TP": 0, + "n_pred": 20271, + "n_ref": 0 + }, + "8": { + "Dice": 0.8318086382723455, + "FN": 2572, + "FP": 1914, + "IoU": 0.7120482701071956, + "TN": 1561509, + "TP": 11093, + "n_pred": 13007, + "n_ref": 13665 + }, + "9": { + "Dice": 0.8521744783202236, + "FN": 3799, + "FP": 749, + "IoU": 0.7424251005267033, + "TN": 1559431, + "TP": 13109, + "n_pred": 13858, + "n_ref": 16908 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 36, + "FP": 986, + "IoU": 0.0, + "TN": 2276994, + "TP": 0, + "n_pred": 986, + "n_ref": 36 + }, + "10": { + "Dice": 0.7627460758471658, + "FN": 2046, + "FP": 7945, + "IoU": 0.6164830524739934, + "TN": 2251965, + "TP": 16060, + "n_pred": 24005, + "n_ref": 18106 + }, + "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": 0.46472058276173767, + "FN": 8897, + "FP": 1170, + "IoU": 0.3026944656091986, + "TN": 2263579, + "TP": 4370, + "n_pred": 5540, + "n_ref": 13267 + }, + "14": { + "Dice": 0.9672558816465043, + "FN": 12671, + "FP": 1098, + "IoU": 0.9365881290988136, + "TN": 2060880, + "TP": 203367, + "n_pred": 204465, + "n_ref": 216038 + }, + "15": { + "Dice": 0.8813022383182241, + "FN": 3415, + "FP": 12022, + "IoU": 0.787792975462231, + "TN": 2205271, + "TP": 57308, + "n_pred": 69330, + "n_ref": 60723 + }, + "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": 0.4746234528011135, + "FN": 574, + "FP": 9995, + "IoU": 0.31115166525451343, + "TN": 2262673, + "TP": 4774, + "n_pred": 14769, + "n_ref": 5348 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9379804325800281, + "FN": 82879, + "FP": 12245, + "IoU": 0.8832044732082672, + "TN": 1463567, + "TP": 719325, + "n_pred": 731570, + "n_ref": 802204 + }, + "7": { + "Dice": 0.45569871338280243, + "FN": 14803, + "FP": 45566, + "IoU": 0.2950840728631481, + "TN": 2192376, + "TP": 25271, + "n_pred": 70837, + "n_ref": 40074 + }, + "8": { + "Dice": 0.8842704176379944, + "FN": 187, + "FP": 2742, + "IoU": 0.7925490473829592, + "TN": 2263897, + "TP": 11190, + "n_pred": 13932, + "n_ref": 11377 + }, + "9": { + "Dice": 0.8279009826558557, + "FN": 120, + "FP": 3085, + "IoU": 0.7063404801172806, + "TN": 2267102, + "TP": 7709, + "n_pred": 10794, + "n_ref": 7829 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8737394110528439, + "FN": 842, + "FP": 1662, + "IoU": 0.7757879656160458, + "TN": 1040224, + "TP": 8664, + "n_pred": 10326, + "n_ref": 9506 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 289, + "FP": 0, + "IoU": 0.0, + "TN": 1051103, + "TP": 0, + "n_pred": 0, + "n_ref": 289 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 317, + "IoU": 0.0, + "TN": 1051075, + "TP": 0, + "n_pred": 317, + "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": 0.7929155313351499, + "FN": 99, + "FP": 53, + "IoU": 0.6568848758465011, + "TN": 1050949, + "TP": 291, + "n_pred": 344, + "n_ref": 390 + }, + "6": { + "Dice": 0.8759050345175956, + "FN": 652, + "FP": 85, + "IoU": 0.7792091072498503, + "TN": 1048054, + "TP": 2601, + "n_pred": 2686, + "n_ref": 3253 + }, + "7": { + "Dice": 0.9723784146699677, + "FN": 2062, + "FP": 3204, + "IoU": 0.9462417183049705, + "TN": 953435, + "TP": 92691, + "n_pred": 95895, + "n_ref": 94753 + }, + "8": { + "Dice": 0.9358015014019114, + "FN": 9775, + "FP": 872, + "IoU": 0.8793486390317975, + "TN": 963146, + "TP": 77599, + "n_pred": 78471, + "n_ref": 87374 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9708360515652421, + "FN": 2498, + "FP": 3850, + "IoU": 0.943324970760756, + "TN": 1815545, + "TP": 105659, + "n_pred": 109509, + "n_ref": 108157 + }, + "10": { + "Dice": 0.3607394794453904, + "FN": 9451, + "FP": 1061, + "IoU": 0.220062323786912, + "TN": 1914074, + "TP": 2966, + "n_pred": 4027, + "n_ref": 12417 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 257, + "FP": 0, + "IoU": 0.0, + "TN": 1927295, + "TP": 0, + "n_pred": 0, + "n_ref": 257 + }, + "13": { + "Dice": 0.7398425770053233, + "FN": 7683, + "FP": 3753, + "IoU": 0.5871032963858902, + "TN": 1899855, + "TP": 16261, + "n_pred": 20014, + "n_ref": 23944 + }, + "14": { + "Dice": 0.8506763787721123, + "FN": 324, + "FP": 2546, + "IoU": 0.740153915799004, + "TN": 1916507, + "TP": 8175, + "n_pred": 10721, + "n_ref": 8499 + }, + "15": { + "Dice": 0.0, + "FN": 49, + "FP": 302, + "IoU": 0.0, + "TN": 1927201, + "TP": 0, + "n_pred": 302, + "n_ref": 49 + }, + "2": { + "Dice": 0.8883971380098842, + "FN": 15708, + "FP": 935, + "IoU": 0.7992037159920372, + "TN": 1844667, + "TP": 66242, + "n_pred": 67177, + "n_ref": 81950 + }, + "3": { + "Dice": 0.9252780981612636, + "FN": 5676, + "FP": 10002, + "IoU": 0.8609465356369957, + "TN": 1814804, + "TP": 97070, + "n_pred": 107072, + "n_ref": 102746 + }, + "4": { + "Dice": 0.5506226028476856, + "FN": 8544, + "FP": 9, + "IoU": 0.3799028492713695, + "TN": 1913759, + "TP": 5240, + "n_pred": 5249, + "n_ref": 13784 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9461193696452633, + "FN": 13971, + "FP": 15939, + "IoU": 0.8977481342709555, + "TN": 1635039, + "TP": 262603, + "n_pred": 278542, + "n_ref": 276574 + }, + "7": { + "Dice": 0.8079286522155706, + "FN": 102806, + "FP": 3842, + "IoU": 0.6777519262728509, + "TN": 1596602, + "TP": 224302, + "n_pred": 228144, + "n_ref": 327108 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.55930359085963, + "FN": 390, + "FP": 825, + "IoU": 0.38821752265861026, + "TN": 1925566, + "TP": 771, + "n_pred": 1596, + "n_ref": 1161 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9351087139726951, + "FN": 208, + "FP": 177, + "IoU": 0.8781259892371004, + "TN": 1749161, + "TP": 2774, + "n_pred": 2951, + "n_ref": 2982 + }, + "10": { + "Dice": 0.9256908904810645, + "FN": 311, + "FP": 415, + "IoU": 0.8616615853658537, + "TN": 1747072, + "TP": 4522, + "n_pred": 4937, + "n_ref": 4833 + }, + "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": 0.8176033934252386, + "FN": 300, + "FP": 44, + "IoU": 0.6914798206278027, + "TN": 1751205, + "TP": 771, + "n_pred": 815, + "n_ref": 1071 + }, + "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": 0.9661637159184691, + "FN": 4262, + "FP": 2257, + "IoU": 0.9345422779166792, + "TN": 1652729, + "TP": 93072, + "n_pred": 95329, + "n_ref": 97334 + }, + "3": { + "Dice": 0.8059701492537313, + "FN": 41, + "FP": 24, + "IoU": 0.675, + "TN": 1752120, + "TP": 135, + "n_pred": 159, + "n_ref": 176 + }, + "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": 164, + "IoU": 0.0, + "TN": 1752156, + "TP": 0, + "n_pred": 164, + "n_ref": 0 + }, + "6": { + "Dice": 0.8674654484921218, + "FN": 2381, + "FP": 11313, + "IoU": 0.7659505375241416, + "TN": 1693811, + "TP": 44815, + "n_pred": 56128, + "n_ref": 47196 + }, + "7": { + "Dice": 0.9768416329833473, + "FN": 9434, + "FP": 7909, + "IoU": 0.954731608002819, + "TN": 1369205, + "TP": 365772, + "n_pred": 373681, + "n_ref": 375206 + }, + "8": { + "Dice": 0.9365606458821863, + "FN": 1749, + "FP": 2282, + "IoU": 0.8806902267211271, + "TN": 1718534, + "TP": 29755, + "n_pred": 32037, + "n_ref": 31504 + }, + "9": { + "Dice": 0.30434782608695654, + "FN": 32, + "FP": 0, + "IoU": 0.1794871794871795, + "TN": 1752281, + "TP": 7, + "n_pred": 7, + "n_ref": 39 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.32421918009322126, + "FN": 508, + "FP": 17905, + "IoU": 0.19347349978098993, + "TN": 2079954, + "TP": 4417, + "n_pred": 22322, + "n_ref": 4925 + }, + "10": { + "Dice": 0.0, + "FN": 2491, + "FP": 0, + "IoU": 0.0, + "TN": 2100293, + "TP": 0, + "n_pred": 0, + "n_ref": 2491 + }, + "11": { + "Dice": 0.0, + "FN": 829, + "FP": 0, + "IoU": 0.0, + "TN": 2101955, + "TP": 0, + "n_pred": 0, + "n_ref": 829 + }, + "12": { + "Dice": 0.014712245781047165, + "FN": 2277, + "FP": 0, + "IoU": 0.0074106364428945075, + "TN": 2100490, + "TP": 17, + "n_pred": 17, + "n_ref": 2294 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2140, + "IoU": 0.0, + "TN": 2100644, + "TP": 0, + "n_pred": 2140, + "n_ref": 0 + }, + "14": { + "Dice": 0.8374927824469108, + "FN": 1122, + "FP": 21675, + "IoU": 0.7204194260485651, + "TN": 2021244, + "TP": 58743, + "n_pred": 80418, + "n_ref": 59865 + }, + "15": { + "Dice": 0.727384900131102, + "FN": 2917, + "FP": 618, + "IoU": 0.5715670827778451, + "TN": 2094533, + "TP": 4716, + "n_pred": 5334, + "n_ref": 7633 + }, + "2": { + "Dice": 0.8193457824662895, + "FN": 803, + "FP": 7691, + "IoU": 0.6939760772445598, + "TN": 2075028, + "TP": 19262, + "n_pred": 26953, + "n_ref": 20065 + }, + "3": { + "Dice": 0.9568816419566717, + "FN": 3873, + "FP": 4753, + "IoU": 0.9173279662641365, + "TN": 1998444, + "TP": 95714, + "n_pred": 100467, + "n_ref": 99587 + }, + "4": { + "Dice": 0.8191991223258366, + "FN": 3118, + "FP": 178, + "IoU": 0.6937656787141132, + "TN": 2092021, + "TP": 7467, + "n_pred": 7645, + "n_ref": 10585 + }, + "5": { + "Dice": 0.0, + "FN": 345, + "FP": 0, + "IoU": 0.0, + "TN": 2102439, + "TP": 0, + "n_pred": 0, + "n_ref": 345 + }, + "6": { + "Dice": 0.7049263702564084, + "FN": 485144, + "FP": 1631, + "IoU": 0.5443137394404169, + "TN": 1034560, + "TP": 581449, + "n_pred": 583080, + "n_ref": 1066593 + }, + "7": { + "Dice": 0.6396467063050061, + "FN": 19058, + "FP": 26882, + "IoU": 0.47020631277893743, + "TN": 2016071, + "TP": 40773, + "n_pred": 67655, + "n_ref": 59831 + }, + "8": { + "Dice": 0.8888888888888888, + "FN": 37, + "FP": 7, + "IoU": 0.8, + "TN": 2102564, + "TP": 176, + "n_pred": 183, + "n_ref": 213 + }, + "9": { + "Dice": 0.5977642137027639, + "FN": 1004, + "FP": 4861, + "IoU": 0.4262936515699892, + "TN": 2092561, + "TP": 4358, + "n_pred": 9219, + "n_ref": 5362 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8840173563511223, + "FN": 27339, + "FP": 1342, + "IoU": 0.7921425672541744, + "TN": 2315264, + "TP": 109303, + "n_pred": 110645, + "n_ref": 136642 + }, + "10": { + "Dice": 0.1906779661016949, + "FN": 24813, + "FP": 4601, + "IoU": 0.1053864168618267, + "TN": 2420369, + "TP": 3465, + "n_pred": 8066, + "n_ref": 28278 + }, + "11": { + "Dice": 0.0, + "FN": 887, + "FP": 10, + "IoU": 0.0, + "TN": 2452351, + "TP": 0, + "n_pred": 10, + "n_ref": 887 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 2453223, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "13": { + "Dice": 0.20477120298836912, + "FN": 18452, + "FP": 9649, + "IoU": 0.11406412560295091, + "TN": 2421529, + "TP": 3618, + "n_pred": 13267, + "n_ref": 22070 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1571, + "IoU": 0.0, + "TN": 2451677, + "TP": 0, + "n_pred": 1571, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.25706602505130566, + "FN": 103973, + "FP": 1011, + "IoU": 0.14749039765483526, + "TN": 2330101, + "TP": 18163, + "n_pred": 19174, + "n_ref": 122136 + }, + "3": { + "Dice": 0.5497004068228393, + "FN": 2668, + "FP": 101267, + "IoU": 0.3790254161339276, + "TN": 2285874, + "TP": 63439, + "n_pred": 164706, + "n_ref": 66107 + }, + "4": { + "Dice": 0.3914023523881761, + "FN": 56802, + "FP": 167, + "IoU": 0.24331898841780894, + "TN": 2377960, + "TP": 18319, + "n_pred": 18486, + "n_ref": 75121 + }, + "5": { + "Dice": 0.6051660516605166, + "FN": 399, + "FP": 29, + "IoU": 0.43386243386243384, + "TN": 2452492, + "TP": 328, + "n_pred": 357, + "n_ref": 727 + }, + "6": { + "Dice": 0.6691528180779038, + "FN": 298639, + "FP": 2379, + "IoU": 0.5028021452556782, + "TN": 1847819, + "TP": 304411, + "n_pred": 306790, + "n_ref": 603050 + }, + "7": { + "Dice": 0.4737712214662682, + "FN": 31285, + "FP": 1819, + "IoU": 0.31041953089197183, + "TN": 2405242, + "TP": 14902, + "n_pred": 16721, + "n_ref": 46187 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 2453246, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "9": { + "Dice": 0.7197050114531538, + "FN": 2027, + "FP": 8007, + "IoU": 0.5621399895269681, + "TN": 2430332, + "TP": 12882, + "n_pred": 20889, + "n_ref": 14909 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1051384, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "10": { + "Dice": 0.9153367595347579, + "FN": 346, + "FP": 593, + "IoU": 0.8438902743142145, + "TN": 1045377, + "TP": 5076, + "n_pred": 5669, + "n_ref": 5422 + }, + "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": 14, + "IoU": 0.0, + "TN": 1051378, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "13": { + "Dice": 0.8412869989190681, + "FN": 4710, + "FP": 2191, + "IoU": 0.7260529554205867, + "TN": 1026201, + "TP": 18290, + "n_pred": 20481, + "n_ref": 23000 + }, + "14": { + "Dice": 0.470817566792799, + "FN": 3155, + "FP": 1460, + "IoU": 0.30788842231553687, + "TN": 1044724, + "TP": 2053, + "n_pred": 3513, + "n_ref": 5208 + }, + "15": { + "Dice": 0.8069743387676698, + "FN": 4050, + "FP": 31221, + "IoU": 0.6764098753199571, + "TN": 942393, + "TP": 73728, + "n_pred": 104949, + "n_ref": 77778 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.957783337647025, + "FN": 686, + "FP": 2250, + "IoU": 0.9189867829254159, + "TN": 1015151, + "TP": 33305, + "n_pred": 35555, + "n_ref": 33991 + }, + "4": { + "Dice": 0.9314752451299607, + "FN": 1105, + "FP": 2578, + "IoU": 0.8717395089674386, + "TN": 1022677, + "TP": 25032, + "n_pred": 27610, + "n_ref": 26137 + }, + "5": { + "Dice": 0.7914438502673797, + "FN": 525, + "FP": 3063, + "IoU": 0.6548672566371682, + "TN": 1040996, + "TP": 6808, + "n_pred": 9871, + "n_ref": 7333 + }, + "6": { + "Dice": 0.9358921406655653, + "FN": 5217, + "FP": 3475, + "IoU": 0.8795087193989298, + "TN": 979254, + "TP": 63446, + "n_pred": 66921, + "n_ref": 68663 + }, + "7": { + "Dice": 0.875784190715182, + "FN": 1159, + "FP": 2702, + "IoU": 0.7790178571428571, + "TN": 1033920, + "TP": 13611, + "n_pred": 16313, + "n_ref": 14770 + }, + "8": { + "Dice": 0.9327253819694424, + "FN": 1832, + "FP": 691, + "IoU": 0.8739319442362464, + "TN": 1031379, + "TP": 17490, + "n_pred": 18181, + "n_ref": 19322 + }, + "9": { + "Dice": 0.7922157901219362, + "FN": 632, + "FP": 1055, + "IoU": 0.6559249439118907, + "TN": 1046489, + "TP": 3216, + "n_pred": 4271, + "n_ref": 3848 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8142221989061865, + "FN": 4430, + "FP": 9735, + "IoU": 0.6866566384993142, + "TN": 1181418, + "TP": 31041, + "n_pred": 40776, + "n_ref": 35471 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 33, + "FP": 0, + "IoU": 0.0, + "TN": 1226591, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "13": { + "Dice": 0.5920902288894623, + "FN": 7965, + "FP": 14169, + "IoU": 0.4205455783025289, + "TN": 1188426, + "TP": 16064, + "n_pred": 30233, + "n_ref": 24029 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1226617, + "TP": 0, + "n_pred": 7, + "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": 12, + "IoU": 0.0, + "TN": 1226612, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "5": { + "Dice": 0.8230129390018485, + "FN": 95, + "FP": 671, + "IoU": 0.6992540243423636, + "TN": 1224077, + "TP": 1781, + "n_pred": 2452, + "n_ref": 1876 + }, + "6": { + "Dice": 0.9614403832779538, + "FN": 1577, + "FP": 1916, + "IoU": 0.9257440476190476, + "TN": 1179584, + "TP": 43547, + "n_pred": 45463, + "n_ref": 45124 + }, + "7": { + "Dice": 0.9446879912053154, + "FN": 24305, + "FP": 4374, + "IoU": 0.8951741128050675, + "TN": 953037, + "TP": 244908, + "n_pred": 249282, + "n_ref": 269213 + }, + "8": { + "Dice": 0.9478346456692913, + "FN": 226, + "FP": 622, + "IoU": 0.9008419083255379, + "TN": 1218072, + "TP": 7704, + "n_pred": 8326, + "n_ref": 7930 + }, + "9": { + "Dice": 0.8046034525894421, + "FN": 220, + "FP": 561, + "IoU": 0.6730849727919631, + "TN": 1224235, + "TP": 1608, + "n_pred": 2169, + "n_ref": 1828 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9694077271630426, + "FN": 2018, + "FP": 264, + "IoU": 0.9406316665799469, + "TN": 1188186, + "TP": 36156, + "n_pred": 36420, + "n_ref": 38174 + }, + "10": { + "Dice": 0.9032238199341072, + "FN": 2023, + "FP": 4263, + "IoU": 0.8235261089275688, + "TN": 1191004, + "TP": 29334, + "n_pred": 33597, + "n_ref": 31357 + }, + "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": 12, + "IoU": 0.0, + "TN": 1226612, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "13": { + "Dice": 0.8478719100645133, + "FN": 2673, + "FP": 4472, + "IoU": 0.735918095801301, + "TN": 1199568, + "TP": 19911, + "n_pred": 24383, + "n_ref": 22584 + }, + "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": 0.9620895041854475, + "FN": 2778, + "FP": 990, + "IoU": 0.9269484296238852, + "TN": 1175044, + "TP": 47812, + "n_pred": 48802, + "n_ref": 50590 + }, + "3": { + "Dice": 0.9613997342276783, + "FN": 755, + "FP": 465, + "IoU": 0.9256686772680193, + "TN": 1210211, + "TP": 15193, + "n_pred": 15658, + "n_ref": 15948 + }, + "4": { + "Dice": 0.8533582089552239, + "FN": 818, + "FP": 754, + "IoU": 0.7442238854539538, + "TN": 1220478, + "TP": 4574, + "n_pred": 5328, + "n_ref": 5392 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 1226603, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "6": { + "Dice": 0.9399558656036446, + "FN": 593, + "FP": 2781, + "IoU": 0.886713897189672, + "TN": 1196841, + "TP": 26409, + "n_pred": 29190, + "n_ref": 27002 + }, + "7": { + "Dice": 0.9703098320706861, + "FN": 1009, + "FP": 782, + "IoU": 0.9423318414528126, + "TN": 1195567, + "TP": 29266, + "n_pred": 30048, + "n_ref": 30275 + }, + "8": { + "Dice": 0.8844984802431611, + "FN": 59, + "FP": 17, + "IoU": 0.7929155313351499, + "TN": 1226257, + "TP": 291, + "n_pred": 308, + "n_ref": 350 + }, + "9": { + "Dice": 0.9513886999809581, + "FN": 388, + "FP": 1399, + "IoU": 0.9072844246134689, + "TN": 1207350, + "TP": 17487, + "n_pred": 18886, + "n_ref": 17875 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 0.8663337001608398, + "FN": 2640, + "FP": 6834, + "IoU": 0.7641875746714456, + "TN": 1186448, + "TP": 30702, + "n_pred": 37536, + "n_ref": 33342 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 1226616, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "13": { + "Dice": 0.9243284942843116, + "FN": 660, + "FP": 419, + "IoU": 0.8593036901812492, + "TN": 1218955, + "TP": 6590, + "n_pred": 7009, + "n_ref": 7250 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1226616, + "TP": 0, + "n_pred": 8, + "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": 0.9639332634305804, + "FN": 2325, + "FP": 2353, + "IoU": 0.9303775803306991, + "TN": 1159433, + "TP": 62513, + "n_pred": 64866, + "n_ref": 64838 + }, + "7": { + "Dice": 0.9801145692706243, + "FN": 8734, + "FP": 3256, + "IoU": 0.9610045792787636, + "TN": 919152, + "TP": 295482, + "n_pred": 298738, + "n_ref": 304216 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.6408193917566941, + "FN": 5349.660000000001, + "FP": 6572.537777777778, + "IoU": 0.5603341914121569, + "TN": 1691679.4622222222, + "TP": 31195.139999999996, + "n_pred": 37767.677777777775, + "n_ref": 36544.799999999996 + }, + "mean": { + "1": { + "Dice": 0.8086201253597642, + "FN": 1210.4666666666667, + "FP": 7153.733333333334, + "IoU": 0.7562285958315722, + "TN": 1693244.5666666667, + "TP": 33188.03333333333, + "n_pred": 40341.76666666667, + "n_ref": 34398.5 + }, + "10": { + "Dice": 0.775703217938715, + "FN": 6057.3, + "FP": 4540.133333333333, + "IoU": 0.663462790984096, + "TN": 1701780.6666666667, + "TP": 22418.7, + "n_pred": 26958.833333333332, + "n_ref": 28476.0 + }, + "11": { + "Dice": 0.0, + "FN": 1016.3333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 1733780.4666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1016.3333333333334 + }, + "12": { + "Dice": 0.21411012022467232, + "FN": 345.4, + "FP": 141.0, + "IoU": 0.14163360686361068, + "TN": 1734049.5333333334, + "TP": 260.8666666666667, + "n_pred": 401.8666666666667, + "n_ref": 606.2666666666667 + }, + "13": { + "Dice": 0.6304912032167304, + "FN": 4568.833333333333, + "FP": 4027.0, + "IoU": 0.5030808662896343, + "TN": 1715083.0, + "TP": 11117.966666666667, + "n_pred": 15144.966666666667, + "n_ref": 15686.8 + }, + "14": { + "Dice": 0.5429461494660361, + "FN": 9282.933333333332, + "FP": 7620.433333333333, + "IoU": 0.46789427853536836, + "TN": 1691553.7666666666, + "TP": 26339.666666666668, + "n_pred": 33960.1, + "n_ref": 35622.6 + }, + "15": { + "Dice": 0.7439678213721531, + "FN": 3174.8333333333335, + "FP": 6987.066666666667, + "IoU": 0.6382750757938642, + "TN": 1701886.5333333334, + "TP": 22748.366666666665, + "n_pred": 29735.433333333334, + "n_ref": 25923.2 + }, + "2": { + "Dice": 0.7958357585573795, + "FN": 8400.633333333333, + "FP": 1132.2333333333333, + "IoU": 0.7348247767294254, + "TN": 1696806.5666666667, + "TP": 28457.366666666665, + "n_pred": 29589.6, + "n_ref": 36858.0 + }, + "3": { + "Dice": 0.7587054198110016, + "FN": 1536.2, + "FP": 6438.1, + "IoU": 0.7122952406618551, + "TN": 1688910.9333333333, + "TP": 37911.566666666666, + "n_pred": 44349.666666666664, + "n_ref": 39447.76666666667 + }, + "4": { + "Dice": 0.6313678910653587, + "FN": 3442.9333333333334, + "FP": 3574.0666666666666, + "IoU": 0.5142148359705904, + "TN": 1714069.3333333333, + "TP": 13710.466666666667, + "n_pred": 17284.533333333333, + "n_ref": 17153.4 + }, + "5": { + "Dice": 0.4020149494536888, + "FN": 549.9, + "FP": 152.56666666666666, + "IoU": 0.2932072578150582, + "TN": 1733615.9666666666, + "TP": 478.3666666666667, + "n_pred": 630.9333333333333, + "n_ref": 1028.2666666666667 + }, + "6": { + "Dice": 0.9252954138292963, + "FN": 29115.4, + "FP": 11556.9, + "IoU": 0.868059431642436, + "TN": 1534761.5666666667, + "TP": 159362.93333333332, + "n_pred": 170919.83333333334, + "n_ref": 188478.33333333334 + }, + "7": { + "Dice": 0.8351304618459584, + "FN": 8490.5, + "FP": 41527.666666666664, + "IoU": 0.751859305481534, + "TN": 1591202.3, + "TP": 93576.33333333333, + "n_pred": 135104.0, + "n_ref": 102066.83333333333 + }, + "8": { + "Dice": 0.7421581036839732, + "FN": 994.1333333333333, + "FP": 2140.0666666666666, + "IoU": 0.6557779629634791, + "TN": 1724119.8333333333, + "TP": 7542.766666666666, + "n_pred": 9682.833333333334, + "n_ref": 8536.9 + }, + "9": { + "Dice": 0.805944240525684, + "FN": 2059.1, + "FP": 1597.1, + "IoU": 0.7041988456198303, + "TN": 1720326.9, + "TP": 10813.7, + "n_pred": 12410.8, + "n_ref": 12872.8 + } + }, + "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": 0.49106589793681804, + "FN": 1441, + "FP": 9240, + "IoU": 0.32543892888720477, + "TN": 1386022, + "TP": 5153, + "n_pred": 14393, + "n_ref": 6594 + }, + "11": { + "Dice": 0.0, + "FN": 3534, + "FP": 0, + "IoU": 0.0, + "TN": 1398322, + "TP": 0, + "n_pred": 0, + "n_ref": 3534 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 92, + "IoU": 0.0, + "TN": 1401764, + "TP": 0, + "n_pred": 92, + "n_ref": 0 + }, + "13": { + "Dice": 0.6060275764346831, + "FN": 3177, + "FP": 4052, + "IoU": 0.43474861208851356, + "TN": 1389067, + "TP": 5560, + "n_pred": 9612, + "n_ref": 8737 + }, + "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": 0.9664905116502522, + "FN": 842, + "FP": 274, + "IoU": 0.9351539802440442, + "TN": 1384646, + "TP": 16094, + "n_pred": 16368, + "n_ref": 16936 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1401852, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 9848, + "IoU": 0.0, + "TN": 1392008, + "TP": 0, + "n_pred": 9848, + "n_ref": 0 + }, + "5": { + "Dice": 0.2623429739994157, + "FN": 2371, + "FP": 154, + "IoU": 0.15097511768661734, + "TN": 1398882, + "TP": 449, + "n_pred": 603, + "n_ref": 2820 + }, + "6": { + "Dice": 0.9221613653612732, + "FN": 11524, + "FP": 16885, + "IoU": 0.8555653283576777, + "TN": 1205165, + "TP": 168282, + "n_pred": 185167, + "n_ref": 179806 + }, + "7": { + "Dice": 0.8769554350792877, + "FN": 41710, + "FP": 4272, + "IoU": 0.7808732284290085, + "TN": 1192014, + "TP": 163860, + "n_pred": 168132, + "n_ref": 205570 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7905585467993691, + "FN": 6238, + "FP": 1464, + "IoU": 0.6536559043079414, + "TN": 1379618, + "TP": 14536, + "n_pred": 16000, + "n_ref": 20774 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9606728084677281, + "FN": 2329, + "FP": 3404, + "IoU": 0.9243218269421161, + "TN": 2552725, + "TP": 70022, + "n_pred": 73426, + "n_ref": 72351 + }, + "10": { + "Dice": 0.6599720627037095, + "FN": 23773, + "FP": 20043, + "IoU": 0.49250619657624684, + "TN": 2542142, + "TP": 42522, + "n_pred": 62565, + "n_ref": 66295 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 431, + "IoU": 0.0, + "TN": 2628049, + "TP": 0, + "n_pred": 431, + "n_ref": 0 + }, + "13": { + "Dice": 0.38419784339021007, + "FN": 7197, + "FP": 18102, + "IoU": 0.23777530053327708, + "TN": 2595289, + "TP": 7892, + "n_pred": 25994, + "n_ref": 15089 + }, + "14": { + "Dice": 0.6326853016087952, + "FN": 21124, + "FP": 1662, + "IoU": 0.46272105635463334, + "TN": 2586070, + "TP": 19624, + "n_pred": 21286, + "n_ref": 40748 + }, + "15": { + "Dice": 0.7057796910904913, + "FN": 3434, + "FP": 6681, + "IoU": 0.5453319548703196, + "TN": 2606233, + "TP": 12132, + "n_pred": 18813, + "n_ref": 15566 + }, + "2": { + "Dice": 0.8580997671717356, + "FN": 26243, + "FP": 1000, + "IoU": 0.7514664963736715, + "TN": 2518865, + "TP": 82372, + "n_pred": 83372, + "n_ref": 108615 + }, + "3": { + "Dice": 0.9516086825892699, + "FN": 9636, + "FP": 5343, + "IoU": 0.9076846276631805, + "TN": 2466221, + "TP": 147280, + "n_pred": 152623, + "n_ref": 156916 + }, + "4": { + "Dice": 0.6237468293272135, + "FN": 1126, + "FP": 11334, + "IoU": 0.4532209935053537, + "TN": 2605692, + "TP": 10328, + "n_pred": 21662, + "n_ref": 11454 + }, + "5": { + "Dice": 0.18181818181818182, + "FN": 2, + "FP": 43, + "IoU": 0.1, + "TN": 2628430, + "TP": 5, + "n_pred": 48, + "n_ref": 7 + }, + "6": { + "Dice": 0.9747321806857798, + "FN": 9708, + "FP": 14565, + "IoU": 0.9507098168142617, + "TN": 2136029, + "TP": 468178, + "n_pred": 482743, + "n_ref": 477886 + }, + "7": { + "Dice": 0.796148328886863, + "FN": 48423, + "FP": 12399, + "IoU": 0.6613342390850423, + "TN": 2448887, + "TP": 118771, + "n_pred": 131170, + "n_ref": 167194 + }, + "8": { + "Dice": 0.833963720571208, + "FN": 125, + "FP": 2026, + "IoU": 0.7152124983450284, + "TN": 2620927, + "TP": 5402, + "n_pred": 7428, + "n_ref": 5527 + }, + "9": { + "Dice": 0.8764787151368622, + "FN": 5683, + "FP": 5761, + "IoU": 0.7801175882872843, + "TN": 2576434, + "TP": 40602, + "n_pred": 46363, + "n_ref": 46285 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8756880531947686, + "FN": 580, + "FP": 2243, + "IoU": 0.7788657371142096, + "TN": 1564322, + "TP": 9943, + "n_pred": 12186, + "n_ref": 10523 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 114, + "FP": 0, + "IoU": 0.0, + "TN": 1576974, + "TP": 0, + "n_pred": 0, + "n_ref": 114 + }, + "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": 0.5336895221133867, + "FN": 170, + "FP": 1401, + "IoU": 0.3639676113360324, + "TN": 1574618, + "TP": 899, + "n_pred": 2300, + "n_ref": 1069 + }, + "6": { + "Dice": 0.9385804352247306, + "FN": 2550, + "FP": 5906, + "IoU": 0.8842690170530753, + "TN": 1504022, + "TP": 64610, + "n_pred": 70516, + "n_ref": 67160 + }, + "7": { + "Dice": 0.8986479404674562, + "FN": 4499, + "FP": 3237, + "IoU": 0.8159497525694709, + "TN": 1535056, + "TP": 34296, + "n_pred": 37533, + "n_ref": 38795 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.858734841035726, + "FN": 1104, + "FP": 620, + "IoU": 0.752441125789776, + "TN": 1570124, + "TP": 5240, + "n_pred": 5860, + "n_ref": 6344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8036342623644375, + "FN": 4532, + "FP": 33528, + "IoU": 0.6717295866000811, + "TN": 2337307, + "TP": 77881, + "n_pred": 111409, + "n_ref": 82413 + }, + "10": { + "Dice": 0.7290211559874481, + "FN": 1665, + "FP": 1012, + "IoU": 0.573590315387066, + "TN": 2446970, + "TP": 3601, + "n_pred": 4613, + "n_ref": 5266 + }, + "11": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 2453242, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "12": { + "Dice": 0.35123367198838895, + "FN": 266, + "FP": 181, + "IoU": 0.2130281690140845, + "TN": 2452680, + "TP": 121, + "n_pred": 302, + "n_ref": 387 + }, + "13": { + "Dice": 0.8673282442748091, + "FN": 1195, + "FP": 2281, + "IoU": 0.7657366221862785, + "TN": 2438410, + "TP": 11362, + "n_pred": 13643, + "n_ref": 12557 + }, + "14": { + "Dice": 0.7999967762214091, + "FN": 23148, + "FP": 1668, + "IoU": 0.6666621892084301, + "TN": 2378801, + "TP": 49631, + "n_pred": 51299, + "n_ref": 72779 + }, + "15": { + "Dice": 0.44004635276896803, + "FN": 15497, + "FP": 21227, + "IoU": 0.2820893771748055, + "TN": 2402094, + "TP": 14430, + "n_pred": 35657, + "n_ref": 29927 + }, + "2": { + "Dice": 0.9399218387759157, + "FN": 2271, + "FP": 4985, + "IoU": 0.8866533366658336, + "TN": 2389232, + "TP": 56760, + "n_pred": 61745, + "n_ref": 59031 + }, + "3": { + "Dice": 0.9586974878615158, + "FN": 2938, + "FP": 4888, + "IoU": 0.9206714443554681, + "TN": 2354595, + "TP": 90827, + "n_pred": 95715, + "n_ref": 93765 + }, + "4": { + "Dice": 0.5224572004028197, + "FN": 1182, + "FP": 1189, + "IoU": 0.3535986913849509, + "TN": 2449580, + "TP": 1297, + "n_pred": 2486, + "n_ref": 2479 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9247377529177294, + "FN": 100160, + "FP": 9958, + "IoU": 0.8600113650665314, + "TN": 1666627, + "TP": 676503, + "n_pred": 686461, + "n_ref": 776663 + }, + "7": { + "Dice": 0.9225662170661821, + "FN": 1314, + "FP": 902, + "IoU": 0.8562625672958423, + "TN": 2437831, + "TP": 13201, + "n_pred": 14103, + "n_ref": 14515 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 5805, + "IoU": 0.0, + "TN": 2447443, + "TP": 0, + "n_pred": 5805, + "n_ref": 0 + }, + "9": { + "Dice": 0.8840054641563224, + "FN": 1428, + "FP": 525, + "IoU": 0.7921234699308143, + "TN": 2443853, + "TP": 7442, + "n_pred": 7967, + "n_ref": 8870 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9651169268135076, + "FN": 952, + "FP": 2179, + "IoU": 0.9325854792868832, + "TN": 1180180, + "TP": 43313, + "n_pred": 45492, + "n_ref": 44265 + }, + "10": { + "Dice": 0.8312686301856865, + "FN": 6729, + "FP": 5611, + "IoU": 0.7112572244191216, + "TN": 1183887, + "TP": 30397, + "n_pred": 36008, + "n_ref": 37126 + }, + "11": { + "Dice": 0.0, + "FN": 36, + "FP": 0, + "IoU": 0.0, + "TN": 1226588, + "TP": 0, + "n_pred": 0, + "n_ref": 36 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.788750157649136, + "FN": 2753, + "FP": 5622, + "IoU": 0.6511870054144107, + "TN": 1202614, + "TP": 15635, + "n_pred": 21257, + "n_ref": 18388 + }, + "14": { + "Dice": 0.9415131461277052, + "FN": 1432, + "FP": 3800, + "IoU": 0.8894896924636702, + "TN": 1179280, + "TP": 42112, + "n_pred": 45912, + "n_ref": 43544 + }, + "15": { + "Dice": 0.9300178294205778, + "FN": 3476, + "FP": 6847, + "IoU": 0.8691900248365351, + "TN": 1147708, + "TP": 68593, + "n_pred": 75440, + "n_ref": 72069 + }, + "2": { + "Dice": 0.5977011494252874, + "FN": 382, + "FP": 38, + "IoU": 0.4262295081967213, + "TN": 1225892, + "TP": 312, + "n_pred": 350, + "n_ref": 694 + }, + "3": { + "Dice": 0.9547300643883111, + "FN": 315, + "FP": 1056, + "IoU": 0.9133813495072024, + "TN": 1210796, + "TP": 14457, + "n_pred": 15513, + "n_ref": 14772 + }, + "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": 0.9400089819925537, + "FN": 2908, + "FP": 5374, + "IoU": 0.8868084408484583, + "TN": 1153456, + "TP": 64886, + "n_pred": 70260, + "n_ref": 67794 + }, + "7": { + "Dice": 0.8963191607044088, + "FN": 2581, + "FP": 3230, + "IoU": 0.8121180768857706, + "TN": 1195695, + "TP": 25118, + "n_pred": 28348, + "n_ref": 27699 + }, + "8": { + "Dice": 0.795676429567643, + "FN": 262, + "FP": 324, + "IoU": 0.6606832657788072, + "TN": 1224897, + "TP": 1141, + "n_pred": 1465, + "n_ref": 1403 + }, + "9": { + "Dice": 0.8784033023010714, + "FN": 3493, + "FP": 2045, + "IoU": 0.7831721545749971, + "TN": 1201083, + "TP": 20003, + "n_pred": 22048, + "n_ref": 23496 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8076009501187649, + "FN": 408, + "FP": 240, + "IoU": 0.6772908366533864, + "TN": 1399848, + "TP": 1360, + "n_pred": 1600, + "n_ref": 1768 + }, + "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": 22, + "IoU": 0.0, + "TN": 1401834, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "13": { + "Dice": 0.42424242424242425, + "FN": 38, + "FP": 0, + "IoU": 0.2692307692307692, + "TN": 1401804, + "TP": 14, + "n_pred": 14, + "n_ref": 52 + }, + "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": 0.9363017498745058, + "FN": 11790, + "FP": 2676, + "IoU": 0.8802324811233276, + "TN": 1281072, + "TP": 106318, + "n_pred": 108994, + "n_ref": 118108 + }, + "3": { + "Dice": 0.9341103670424684, + "FN": 5907, + "FP": 9639, + "IoU": 0.8763668752932569, + "TN": 1276113, + "TP": 110197, + "n_pred": 119836, + "n_ref": 116104 + }, + "4": { + "Dice": 0.9331728780414426, + "FN": 7768, + "FP": 1117, + "IoU": 0.8747179921037789, + "TN": 1330936, + "TP": 62035, + "n_pred": 63152, + "n_ref": 69803 + }, + "5": { + "Dice": 0.7777777777777778, + "FN": 4, + "FP": 0, + "IoU": 0.6363636363636364, + "TN": 1401845, + "TP": 7, + "n_pred": 7, + "n_ref": 11 + }, + "6": { + "Dice": 0.9540142013061055, + "FN": 5561, + "FP": 1537, + "IoU": 0.9120718488696191, + "TN": 1321131, + "TP": 73627, + "n_pred": 75164, + "n_ref": 79188 + }, + "7": { + "Dice": 0.9405749066669953, + "FN": 1803, + "FP": 3020, + "IoU": 0.8878163379233346, + "TN": 1358864, + "TP": 38169, + "n_pred": 41189, + "n_ref": 39972 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9088617222050083, + "FN": 1514, + "FP": 11428, + "IoU": 0.8329482529397338, + "TN": 1674847, + "TP": 64531, + "n_pred": 75959, + "n_ref": 66045 + }, + "10": { + "Dice": 0.8497992606431609, + "FN": 12236, + "FP": 6657, + "IoU": 0.738826912177387, + "TN": 1679981, + "TP": 53446, + "n_pred": 60103, + "n_ref": 65682 + }, + "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": 0.6582241056469893, + "FN": 2023, + "FP": 11849, + "IoU": 0.4905618802791039, + "TN": 1725090, + "TP": 13358, + "n_pred": 25207, + "n_ref": 15381 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 58034, + "IoU": 0.0, + "TN": 1694286, + "TP": 0, + "n_pred": 58034, + "n_ref": 0 + }, + "15": { + "Dice": 0.8544698544698545, + "FN": 0, + "FP": 5740, + "IoU": 0.7459165154264973, + "TN": 1729729, + "TP": 16851, + "n_pred": 22591, + "n_ref": 16851 + }, + "2": { + "Dice": 0.9566971754748549, + "FN": 519, + "FP": 361, + "IoU": 0.9169889633053485, + "TN": 1741719, + "TP": 9721, + "n_pred": 10082, + "n_ref": 10240 + }, + "3": { + "Dice": 0.9412633864616057, + "FN": 4136, + "FP": 5007, + "IoU": 0.8890439552438048, + "TN": 1669918, + "TP": 73259, + "n_pred": 78266, + "n_ref": 77395 + }, + "4": { + "Dice": 0.6531375166889185, + "FN": 23, + "FP": 1276, + "IoU": 0.48493259318001586, + "TN": 1749798, + "TP": 1223, + "n_pred": 2499, + "n_ref": 1246 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9703432892948117, + "FN": 5558, + "FP": 3430, + "IoU": 0.9423949547517112, + "TN": 1596292, + "TP": 147040, + "n_pred": 150470, + "n_ref": 152598 + }, + "7": { + "Dice": 0.9681467954570939, + "FN": 1431, + "FP": 6523, + "IoU": 0.9382602013490542, + "TN": 1623489, + "TP": 120877, + "n_pred": 127400, + "n_ref": 122308 + }, + "8": { + "Dice": 0.9167856874389235, + "FN": 3, + "FP": 1104, + "IoU": 0.8463566967383761, + "TN": 1745115, + "TP": 6098, + "n_pred": 7202, + "n_ref": 6101 + }, + "9": { + "Dice": 0.9003940851079215, + "FN": 300, + "FP": 2455, + "IoU": 0.8188334319721181, + "TN": 1737113, + "TP": 12452, + "n_pred": 14907, + "n_ref": 12752 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9189616550270128, + "FN": 402, + "FP": 213, + "IoU": 0.8500731350560702, + "TN": 1397754, + "TP": 3487, + "n_pred": 3700, + "n_ref": 3889 + }, + "10": { + "Dice": 0.8400522583053378, + "FN": 11098, + "FP": 9470, + "IoU": 0.7242156074014481, + "TN": 1327276, + "TP": 54012, + "n_pred": 63482, + "n_ref": 65110 + }, + "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": 0.8623898440870155, + "FN": 690, + "FP": 1543, + "IoU": 0.7580715059588299, + "TN": 1392626, + "TP": 6997, + "n_pred": 8540, + "n_ref": 7687 + }, + "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": 0.9525656886553745, + "FN": 4657, + "FP": 4660, + "IoU": 0.9094276159738695, + "TN": 1298988, + "TP": 93551, + "n_pred": 98211, + "n_ref": 98208 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 23456, + "IoU": 0.0, + "TN": 1378400, + "TP": 0, + "n_pred": 23456, + "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": 0.9206924223317666, + "FN": 5591, + "FP": 1327, + "IoU": 0.8530398946339806, + "TN": 1354782, + "TP": 40156, + "n_pred": 41483, + "n_ref": 45747 + }, + "7": { + "Dice": 0.9445371483249122, + "FN": 2200, + "FP": 7306, + "IoU": 0.8949032614704256, + "TN": 1311406, + "TP": 80944, + "n_pred": 88250, + "n_ref": 83144 + }, + "8": { + "Dice": 0.6831300208271348, + "FN": 1050, + "FP": 15, + "IoU": 0.5187528242205152, + "TN": 1399643, + "TP": 1148, + "n_pred": 1163, + "n_ref": 2198 + }, + "9": { + "Dice": 0.7084148727984344, + "FN": 284, + "FP": 14, + "IoU": 0.5484848484848485, + "TN": 1401196, + "TP": 362, + "n_pred": 376, + "n_ref": 646 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9365693654576775, + "FN": 2697, + "FP": 18807, + "IoU": 0.8807056473982026, + "TN": 2097756, + "TP": 158756, + "n_pred": 177563, + "n_ref": 161453 + }, + "10": { + "Dice": 0.876397029162613, + "FN": 2529, + "FP": 2680, + "IoU": 0.7799881736779861, + "TN": 2254340, + "TP": 18467, + "n_pred": 21147, + "n_ref": 20996 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7024210357543691, + "FN": 2729, + "FP": 983, + "IoU": 0.5413320153218831, + "TN": 2269923, + "TP": 4381, + "n_pred": 5364, + "n_ref": 7110 + }, + "13": { + "Dice": 0.7366593852395069, + "FN": 1474, + "FP": 12028, + "IoU": 0.5831043319850557, + "TN": 2245629, + "TP": 18885, + "n_pred": 30913, + "n_ref": 20359 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1711, + "IoU": 0.0, + "TN": 2276305, + "TP": 0, + "n_pred": 1711, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9827822067078635, + "FN": 68, + "FP": 297, + "IoU": 0.9661472825078835, + "TN": 2267234, + "TP": 10417, + "n_pred": 10714, + "n_ref": 10485 + }, + "3": { + "Dice": 0.9388272754256726, + "FN": 212, + "FP": 2055, + "IoU": 0.8847073183135838, + "TN": 2258353, + "TP": 17396, + "n_pred": 19451, + "n_ref": 17608 + }, + "4": { + "Dice": 0.8314429534611695, + "FN": 12133, + "FP": 692, + "IoU": 0.7115125067482455, + "TN": 2233560, + "TP": 31631, + "n_pred": 32323, + "n_ref": 43764 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9236780207335133, + "FN": 29957, + "FP": 5087, + "IoU": 0.8581800228245826, + "TN": 2030914, + "TP": 212058, + "n_pred": 217145, + "n_ref": 242015 + }, + "7": { + "Dice": 0.7714789163039096, + "FN": 5466, + "FP": 44983, + "IoU": 0.6279736884798608, + "TN": 2142410, + "TP": 85157, + "n_pred": 130140, + "n_ref": 90623 + }, + "8": { + "Dice": 0.905102664604984, + "FN": 1163, + "FP": 4115, + "IoU": 0.8266552811350499, + "TN": 2247568, + "TP": 25170, + "n_pred": 29285, + "n_ref": 26333 + }, + "9": { + "Dice": 0.8651083692151825, + "FN": 411, + "FP": 7045, + "IoU": 0.7622827992985812, + "TN": 2246651, + "TP": 23909, + "n_pred": 30954, + "n_ref": 24320 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9642099099758472, + "FN": 3872, + "FP": 529, + "IoU": 0.9308931599773883, + "TN": 1338172, + "TP": 59283, + "n_pred": 59812, + "n_ref": 63155 + }, + "10": { + "Dice": 0.8547147445702049, + "FN": 8998, + "FP": 6200, + "IoU": 0.7462898352336277, + "TN": 1341953, + "TP": 44705, + "n_pred": 50905, + "n_ref": 53703 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.23464711274060496, + "FN": 817, + "FP": 18, + "IoU": 0.13291796469366562, + "TN": 1400893, + "TP": 128, + "n_pred": 146, + "n_ref": 945 + }, + "13": { + "Dice": 0.7466902950067758, + "FN": 9466, + "FP": 5114, + "IoU": 0.5957747650336854, + "TN": 1365787, + "TP": 21489, + "n_pred": 26603, + "n_ref": 30955 + }, + "14": { + "Dice": 0.9725543627993648, + "FN": 1782, + "FP": 3697, + "IoU": 0.9465750085320073, + "TN": 1299301, + "TP": 97076, + "n_pred": 100773, + "n_ref": 98858 + }, + "15": { + "Dice": 0.7472035794183445, + "FN": 770, + "FP": 247, + "IoU": 0.5964285714285714, + "TN": 1399336, + "TP": 1503, + "n_pred": 1750, + "n_ref": 2273 + }, + "2": { + "Dice": 0.9105003523608175, + "FN": 410, + "FP": 98, + "IoU": 0.8357050452781372, + "TN": 1398764, + "TP": 2584, + "n_pred": 2682, + "n_ref": 2994 + }, + "3": { + "Dice": 0.9659751648918531, + "FN": 711, + "FP": 3906, + "IoU": 0.9341895204971777, + "TN": 1331700, + "TP": 65539, + "n_pred": 69445, + "n_ref": 66250 + }, + "4": { + "Dice": 0.8758777844951867, + "FN": 939, + "FP": 1730, + "IoU": 0.7791659771636604, + "TN": 1389770, + "TP": 9417, + "n_pred": 11147, + "n_ref": 10356 + }, + "5": { + "Dice": 0.0, + "FN": 621, + "FP": 0, + "IoU": 0.0, + "TN": 1401235, + "TP": 0, + "n_pred": 0, + "n_ref": 621 + }, + "6": { + "Dice": 0.9645496163517957, + "FN": 3001, + "FP": 5246, + "IoU": 0.9315266395994719, + "TN": 1281415, + "TP": 112194, + "n_pred": 117440, + "n_ref": 115195 + }, + "7": { + "Dice": 0.9496819403977853, + "FN": 3927, + "FP": 6815, + "IoU": 0.9041851006136721, + "TN": 1289744, + "TP": 101370, + "n_pred": 108185, + "n_ref": 105297 + }, + "8": { + "Dice": 0.7716675301606098, + "FN": 5775, + "FP": 395, + "IoU": 0.6282236683538202, + "TN": 1385260, + "TP": 10426, + "n_pred": 10821, + "n_ref": 16201 + }, + "9": { + "Dice": 0.840436413228776, + "FN": 1092, + "FP": 4524, + "IoU": 0.7247868274037048, + "TN": 1381450, + "TP": 14790, + "n_pred": 19314, + "n_ref": 15882 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.18647430117222724, + "FN": 766, + "FP": 8256, + "IoU": 0.102824184566428, + "TN": 3144120, + "TP": 1034, + "n_pred": 9290, + "n_ref": 1800 + }, + "10": { + "Dice": 0.008681497558328812, + "FN": 260, + "FP": 1567, + "IoU": 0.004359673024523161, + "TN": 3152341, + "TP": 8, + "n_pred": 1575, + "n_ref": 268 + }, + "11": { + "Dice": 0.0, + "FN": 2875, + "FP": 0, + "IoU": 0.0, + "TN": 3151301, + "TP": 0, + "n_pred": 0, + "n_ref": 2875 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.030673515155899587, + "FN": 11545, + "FP": 1854, + "IoU": 0.01557563735214165, + "TN": 3140565, + "TP": 212, + "n_pred": 2066, + "n_ref": 11757 + }, + "14": { + "Dice": 0.0004437260308706539, + "FN": 17, + "FP": 94594, + "IoU": 0.0002219122495561755, + "TN": 3059544, + "TP": 21, + "n_pred": 94615, + "n_ref": 38 + }, + "15": { + "Dice": 0.09598890301699226, + "FN": 7868, + "FP": 70338, + "IoU": 0.050414045994317494, + "TN": 3071818, + "TP": 4152, + "n_pred": 74490, + "n_ref": 12020 + }, + "2": { + "Dice": 0.9214963119072708, + "FN": 144, + "FP": 154, + "IoU": 0.8544211040547142, + "TN": 3152129, + "TP": 1749, + "n_pred": 1903, + "n_ref": 1893 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.48241131047860636, + "FN": 12423, + "FP": 29202, + "IoU": 0.31788014355243105, + "TN": 3093153, + "TP": 19398, + "n_pred": 48600, + "n_ref": 31821 + }, + "5": { + "Dice": 0.2262135922330097, + "FN": 705, + "FP": 889, + "IoU": 0.12753147235905857, + "TN": 3152349, + "TP": 233, + "n_pred": 1122, + "n_ref": 938 + }, + "6": { + "Dice": 0.7662714975733078, + "FN": 20599, + "FP": 160330, + "IoU": 0.621102208521635, + "TN": 2676662, + "TP": 296585, + "n_pred": 456915, + "n_ref": 317184 + }, + "7": { + "Dice": 0.7111853240810442, + "FN": 16138, + "FP": 47167, + "IoU": 0.5518134898440321, + "TN": 3012929, + "TP": 77942, + "n_pred": 125109, + "n_ref": 94080 + }, + "8": { + "Dice": 0.7860349127182045, + "FN": 27, + "FP": 831, + "IoU": 0.647493837304848, + "TN": 3151742, + "TP": 1576, + "n_pred": 2407, + "n_ref": 1603 + }, + "9": { + "Dice": 0.6261445548412234, + "FN": 2809, + "FP": 1029, + "IoU": 0.45575723199092455, + "TN": 3147124, + "TP": 3214, + "n_pred": 4243, + "n_ref": 6023 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7863247863247863, + "FN": 16, + "FP": 109, + "IoU": 0.647887323943662, + "TN": 2102429, + "TP": 230, + "n_pred": 339, + "n_ref": 246 + }, + "10": { + "Dice": 0.8944126854498434, + "FN": 2521, + "FP": 3685, + "IoU": 0.8089932596719092, + "TN": 2070293, + "TP": 26285, + "n_pred": 29970, + "n_ref": 28806 + }, + "11": { + "Dice": 0.0, + "FN": 1364, + "FP": 0, + "IoU": 0.0, + "TN": 2101420, + "TP": 0, + "n_pred": 0, + "n_ref": 1364 + }, + "12": { + "Dice": 0.22377622377622378, + "FN": 222, + "FP": 0, + "IoU": 0.12598425196850394, + "TN": 2102530, + "TP": 32, + "n_pred": 32, + "n_ref": 254 + }, + "13": { + "Dice": 0.7380781398598684, + "FN": 4421, + "FP": 9074, + "IoU": 0.5848841859177458, + "TN": 2070275, + "TP": 19014, + "n_pred": 28088, + "n_ref": 23435 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 20683, + "IoU": 0.0, + "TN": 2082101, + "TP": 0, + "n_pred": 20683, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9363123825433285, + "FN": 518, + "FP": 1617, + "IoU": 0.8802512760109933, + "TN": 2084955, + "TP": 15694, + "n_pred": 17311, + "n_ref": 16212 + }, + "3": { + "Dice": 0.9735246342597187, + "FN": 1846, + "FP": 3223, + "IoU": 0.948415000254414, + "TN": 2004519, + "TP": 93196, + "n_pred": 96419, + "n_ref": 95042 + }, + "4": { + "Dice": 0.29403739667763423, + "FN": 131, + "FP": 8666, + "IoU": 0.1723586414526296, + "TN": 2092155, + "TP": 1832, + "n_pred": 10498, + "n_ref": 1963 + }, + "5": { + "Dice": 0.13089005235602094, + "FN": 664, + "FP": 0, + "IoU": 0.0700280112044818, + "TN": 2102070, + "TP": 50, + "n_pred": 50, + "n_ref": 714 + }, + "6": { + "Dice": 0.8879396924119405, + "FN": 2550, + "FP": 6711, + "IoU": 0.7984636142061281, + "TN": 2056832, + "TP": 36691, + "n_pred": 43402, + "n_ref": 39241 + }, + "7": { + "Dice": 0.2191947021206683, + "FN": 24097, + "FP": 470159, + "IoU": 0.1230874045476481, + "TN": 1539152, + "TP": 69376, + "n_pred": 539535, + "n_ref": 93473 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9099174778870386, + "FN": 745, + "FP": 1078, + "IoU": 0.8347234814143246, + "TN": 2091754, + "TP": 9207, + "n_pred": 10285, + "n_ref": 9952 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.969417291245796, + "FN": 9311, + "FP": 1392, + "IoU": 0.9406496761600568, + "TN": 1571984, + "TP": 169633, + "n_pred": 171025, + "n_ref": 178944 + }, + "10": { + "Dice": 0.8661836688111321, + "FN": 5260, + "FP": 10569, + "IoU": 0.7639541299452721, + "TN": 1685261, + "TP": 51230, + "n_pred": 61799, + "n_ref": 56490 + }, + "11": { + "Dice": 0.0, + "FN": 4167, + "FP": 0, + "IoU": 0.0, + "TN": 1748153, + "TP": 0, + "n_pred": 0, + "n_ref": 4167 + }, + "12": { + "Dice": 0.0, + "FN": 467, + "FP": 0, + "IoU": 0.0, + "TN": 1751853, + "TP": 0, + "n_pred": 0, + "n_ref": 467 + }, + "13": { + "Dice": 0.583475684155482, + "FN": 20219, + "FP": 3677, + "IoU": 0.41190657839686956, + "TN": 1711687, + "TP": 16737, + "n_pred": 20414, + "n_ref": 36956 + }, + "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": 0.9659414381553162, + "FN": 2576, + "FP": 2186, + "IoU": 0.9341264351915894, + "TN": 1680030, + "TP": 67528, + "n_pred": 69714, + "n_ref": 70104 + }, + "3": { + "Dice": 0.974468464881267, + "FN": 1312, + "FP": 2407, + "IoU": 0.9502081910805853, + "TN": 1677629, + "TP": 70972, + "n_pred": 73379, + "n_ref": 72284 + }, + "4": { + "Dice": 0.5554159779614325, + "FN": 17722, + "FP": 2451, + "IoU": 0.3844816012692988, + "TN": 1719546, + "TP": 12601, + "n_pred": 15052, + "n_ref": 30323 + }, + "5": { + "Dice": 0.34536646350992345, + "FN": 3658, + "FP": 531, + "IoU": 0.20872686059690215, + "TN": 1747026, + "TP": 1105, + "n_pred": 1636, + "n_ref": 4763 + }, + "6": { + "Dice": 0.9469207282139078, + "FN": 11172, + "FP": 12453, + "IoU": 0.8991922579654117, + "TN": 1517963, + "TP": 210732, + "n_pred": 223185, + "n_ref": 221904 + }, + "7": { + "Dice": 0.8946908430304673, + "FN": 10291, + "FP": 17302, + "IoU": 0.8094485035150477, + "TN": 1607514, + "TP": 117213, + "n_pred": 134515, + "n_ref": 127504 + }, + "8": { + "Dice": 0.7630069539617278, + "FN": 2076, + "FP": 2593, + "IoU": 0.6168239638900287, + "TN": 1740135, + "TP": 7516, + "n_pred": 10109, + "n_ref": 9592 + }, + "9": { + "Dice": 0.8100810691631899, + "FN": 734, + "FP": 4865, + "IoU": 0.6807867730900798, + "TN": 1734780, + "TP": 11941, + "n_pred": 16806, + "n_ref": 12675 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8949180841072732, + "FN": 2416, + "FP": 605, + "IoU": 0.8098205854579792, + "TN": 1385971, + "TP": 12864, + "n_pred": 13469, + "n_ref": 15280 + }, + "10": { + "Dice": 0.7979330720246713, + "FN": 4835, + "FP": 12332, + "IoU": 0.6638008695311582, + "TN": 1350794, + "TP": 33895, + "n_pred": 46227, + "n_ref": 38730 + }, + "11": { + "Dice": 0.0, + "FN": 500, + "FP": 0, + "IoU": 0.0, + "TN": 1401356, + "TP": 0, + "n_pred": 0, + "n_ref": 500 + }, + "12": { + "Dice": 0.3087504776461597, + "FN": 1555, + "FP": 254, + "IoU": 0.18255761409850882, + "TN": 1399643, + "TP": 404, + "n_pred": 658, + "n_ref": 1959 + }, + "13": { + "Dice": 0.8183979156502693, + "FN": 8563, + "FP": 8932, + "IoU": 0.6926171902452737, + "TN": 1344940, + "TP": 39421, + "n_pred": 48353, + "n_ref": 47984 + }, + "14": { + "Dice": 0.42636548673920693, + "FN": 36429, + "FP": 1054, + "IoU": 0.2709431466749655, + "TN": 1350443, + "TP": 13930, + "n_pred": 14984, + "n_ref": 50359 + }, + "15": { + "Dice": 0.8340988425500643, + "FN": 35, + "FP": 3577, + "IoU": 0.7154112826977623, + "TN": 1389164, + "TP": 9080, + "n_pred": 12657, + "n_ref": 9115 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 1401826, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "3": { + "Dice": 0.9016185139667132, + "FN": 2303, + "FP": 2420, + "IoU": 0.8208609899487957, + "TN": 1375491, + "TP": 21642, + "n_pred": 24062, + "n_ref": 23945 + }, + "4": { + "Dice": 0.8577417173766058, + "FN": 7593, + "FP": 823, + "IoU": 0.7509174854978099, + "TN": 1368068, + "TP": 25372, + "n_pred": 26195, + "n_ref": 32965 + }, + "5": { + "Dice": 0.8225722693439501, + "FN": 1870, + "FP": 1205, + "IoU": 0.6986180535136725, + "TN": 1391653, + "TP": 7128, + "n_pred": 8333, + "n_ref": 8998 + }, + "6": { + "Dice": 0.8690432462737062, + "FN": 4915, + "FP": 8633, + "IoU": 0.7684142151416216, + "TN": 1343355, + "TP": 44953, + "n_pred": 53586, + "n_ref": 49868 + }, + "7": { + "Dice": 0.8854980190625672, + "FN": 5964, + "FP": 12128, + "IoU": 0.7945235039580234, + "TN": 1313807, + "TP": 69957, + "n_pred": 82085, + "n_ref": 75921 + }, + "8": { + "Dice": 0.9520094926278319, + "FN": 1002, + "FP": 3366, + "IoU": 0.9084142326966221, + "TN": 1354163, + "TP": 43325, + "n_pred": 46691, + "n_ref": 44327 + }, + "9": { + "Dice": 0.773092050725788, + "FN": 7596, + "FP": 5269, + "IoU": 0.6301141427791035, + "TN": 1367075, + "TP": 21916, + "n_pred": 27185, + "n_ref": 29512 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.03018280824581875, + "FN": 44, + "FP": 87225, + "IoU": 0.015322644340889344, + "TN": 3240781, + "TP": 1358, + "n_pred": 88583, + "n_ref": 1402 + }, + "10": { + "Dice": 0.8881224689599929, + "FN": 697, + "FP": 4331, + "IoU": 0.798759255553332, + "TN": 3304423, + "TP": 19957, + "n_pred": 24288, + "n_ref": 20654 + }, + "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": 0.7612996622165031, + "FN": 8307, + "FP": 3565, + "IoU": 0.614595507077003, + "TN": 3298604, + "TP": 18932, + "n_pred": 22497, + "n_ref": 27239 + }, + "14": { + "Dice": 0.8540406995643977, + "FN": 204, + "FP": 2041, + "IoU": 0.7452626801316238, + "TN": 3320595, + "TP": 6568, + "n_pred": 8609, + "n_ref": 6772 + }, + "15": { + "Dice": 0.4580259263890626, + "FN": 3098, + "FP": 48912, + "IoU": 0.297038668955357, + "TN": 3255421, + "TP": 21977, + "n_pred": 70889, + "n_ref": 25075 + }, + "2": { + "Dice": 0.0035828025477707007, + "FN": 6, + "FP": 5000, + "IoU": 0.001794616151545364, + "TN": 3324393, + "TP": 9, + "n_pred": 5009, + "n_ref": 15 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 691, + "IoU": 0.0, + "TN": 3328717, + "TP": 0, + "n_pred": 691, + "n_ref": 0 + }, + "4": { + "Dice": 0.7094750368494652, + "FN": 17078, + "FP": 5983, + "IoU": 0.5497569261406899, + "TN": 3278189, + "TP": 28158, + "n_pred": 34141, + "n_ref": 45236 + }, + "5": { + "Dice": 0.5321175608564683, + "FN": 5517, + "FP": 230, + "IoU": 0.3625069328896284, + "TN": 3320393, + "TP": 3268, + "n_pred": 3498, + "n_ref": 8785 + }, + "6": { + "Dice": 0.5970346623377331, + "FN": 580516, + "FP": 11266, + "IoU": 0.4255519693256, + "TN": 2299233, + "TP": 438393, + "n_pred": 449659, + "n_ref": 1018909 + }, + "7": { + "Dice": 0.17231611215433257, + "FN": 1559, + "FP": 411005, + "IoU": 0.09428113543061624, + "TN": 2873898, + "TP": 42946, + "n_pred": 453951, + "n_ref": 44505 + }, + "8": { + "Dice": 0.9388712570718918, + "FN": 432, + "FP": 11, + "IoU": 0.8847854356306892, + "TN": 3325563, + "TP": 3402, + "n_pred": 3413, + "n_ref": 3834 + }, + "9": { + "Dice": 0.8152855302705023, + "FN": 3018, + "FP": 1284, + "IoU": 0.6881704841983184, + "TN": 3315612, + "TP": 9494, + "n_pred": 10778, + "n_ref": 12512 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6060606060606061, + "FN": 0, + "FP": 13, + "IoU": 0.43478260869565216, + "TN": 1401833, + "TP": 10, + "n_pred": 23, + "n_ref": 10 + }, + "11": { + "Dice": 0.0, + "FN": 5984, + "FP": 0, + "IoU": 0.0, + "TN": 1395872, + "TP": 0, + "n_pred": 0, + "n_ref": 5984 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9229828850855746, + "FN": 55, + "FP": 323, + "IoU": 0.8569807037457434, + "TN": 1399213, + "TP": 2265, + "n_pred": 2588, + "n_ref": 2320 + }, + "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": 0.9714898576930406, + "FN": 4124, + "FP": 2309, + "IoU": 0.9445603088696611, + "TN": 1285820, + "TP": 109603, + "n_pred": 111912, + "n_ref": 113727 + }, + "3": { + "Dice": 0.9659295692313895, + "FN": 4138, + "FP": 4313, + "IoU": 0.9341042355436342, + "TN": 1273608, + "TP": 119797, + "n_pred": 124110, + "n_ref": 123935 + }, + "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": 0.9405641492265696, + "FN": 1134, + "FP": 3765, + "IoU": 0.8877971691631167, + "TN": 1358194, + "TP": 38763, + "n_pred": 42528, + "n_ref": 39897 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8270543968040136, + "FN": 1088, + "FP": 2635, + "IoU": 0.7051089108910891, + "TN": 1389231, + "TP": 8902, + "n_pred": 11537, + "n_ref": 9990 + }, + "9": { + "Dice": 0.9133180252583237, + "FN": 2539, + "FP": 783, + "IoU": 0.8404648705758055, + "TN": 1381033, + "TP": 17501, + "n_pred": 18284, + "n_ref": 20040 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.915486739956715, + "FN": 501, + "FP": 7348, + "IoU": 0.8441452711423523, + "TN": 1001031, + "TP": 42512, + "n_pred": 49860, + "n_ref": 43013 + }, + "10": { + "Dice": 0.865595616015064, + "FN": 6700, + "FP": 4435, + "IoU": 0.7630397310123215, + "TN": 1004401, + "TP": 35856, + "n_pred": 40291, + "n_ref": 42556 + }, + "11": { + "Dice": 0.0, + "FN": 9, + "FP": 0, + "IoU": 0.0, + "TN": 1051383, + "TP": 0, + "n_pred": 0, + "n_ref": 9 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8339035276525364, + "FN": 2196, + "FP": 5135, + "IoU": 0.7151239605191575, + "TN": 1025658, + "TP": 18403, + "n_pred": 23538, + "n_ref": 20599 + }, + "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": 0.976725193956717, + "FN": 156, + "FP": 300, + "IoU": 0.9545091779728652, + "TN": 1041368, + "TP": 9568, + "n_pred": 9868, + "n_ref": 9724 + }, + "4": { + "Dice": 0.650875386199794, + "FN": 272, + "FP": 67, + "IoU": 0.48244274809160304, + "TN": 1050737, + "TP": 316, + "n_pred": 383, + "n_ref": 588 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9413925019127773, + "FN": 8784, + "FP": 1940, + "IoU": 0.8892743567505059, + "TN": 954540, + "TP": 86128, + "n_pred": 88068, + "n_ref": 94912 + }, + "7": { + "Dice": 0.9196258287167378, + "FN": 247, + "FP": 1523, + "IoU": 0.8512104909213181, + "TN": 1039496, + "TP": 10126, + "n_pred": 11649, + "n_ref": 10373 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8081884897643878, + "FN": 2156, + "FP": 327, + "IoU": 0.6781177080632615, + "TN": 1043678, + "TP": 5231, + "n_pred": 5558, + "n_ref": 7387 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9369472182596291, + "FN": 261, + "FP": 5264, + "IoU": 0.8813741277509394, + "TN": 1355281, + "TP": 41050, + "n_pred": 46314, + "n_ref": 41311 + }, + "10": { + "Dice": 0.8127997925759475, + "FN": 2537, + "FP": 6127, + "IoU": 0.6846358242638226, + "TN": 1374383, + "TP": 18809, + "n_pred": 24936, + "n_ref": 21346 + }, + "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": 0.6995030102226353, + "FN": 2493, + "FP": 4944, + "IoU": 0.5378736096439446, + "TN": 1385763, + "TP": 8656, + "n_pred": 13600, + "n_ref": 11149 + }, + "14": { + "Dice": 0.4179582464727031, + "FN": 10328, + "FP": 8937, + "IoU": 0.2641891375754335, + "TN": 1375674, + "TP": 6917, + "n_pred": 15854, + "n_ref": 17245 + }, + "15": { + "Dice": 0.9571487907281653, + "FN": 11925, + "FP": 5201, + "IoU": 0.9178191310690327, + "TN": 1193462, + "TP": 191268, + "n_pred": 196469, + "n_ref": 203193 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9368998628257887, + "FN": 89, + "FP": 95, + "IoU": 0.8812903225806452, + "TN": 1400306, + "TP": 1366, + "n_pred": 1461, + "n_ref": 1455 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 1401808, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "5": { + "Dice": 0.6991202346041056, + "FN": 909, + "FP": 117, + "IoU": 0.5374211000901713, + "TN": 1399638, + "TP": 1192, + "n_pred": 1309, + "n_ref": 2101 + }, + "6": { + "Dice": 0.9549274255156608, + "FN": 2608, + "FP": 7422, + "IoU": 0.9137426900584795, + "TN": 1285576, + "TP": 106250, + "n_pred": 113672, + "n_ref": 108858 + }, + "7": { + "Dice": 0.9479937688107806, + "FN": 7809, + "FP": 9384, + "IoU": 0.9011294236718921, + "TN": 1227962, + "TP": 156701, + "n_pred": 166085, + "n_ref": 164510 + }, + "8": { + "Dice": 0.9542237104225829, + "FN": 591, + "FP": 1569, + "IoU": 0.9124549102257529, + "TN": 1377183, + "TP": 22513, + "n_pred": 24082, + "n_ref": 23104 + }, + "9": { + "Dice": 0.9316338354577057, + "FN": 1256, + "FP": 160, + "IoU": 0.8720173535791758, + "TN": 1390792, + "TP": 9648, + "n_pred": 9808, + "n_ref": 10904 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/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": 0.9394278408182836, + "FN": 132, + "FP": 247, + "IoU": 0.8857745629897529, + "TN": 1573770, + "TP": 2939, + "n_pred": 3186, + "n_ref": 3071 + }, + "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": 192, + "IoU": 0.0, + "TN": 1576896, + "TP": 0, + "n_pred": 192, + "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": 0.8581081081081081, + "FN": 11, + "FP": 157, + "IoU": 0.7514792899408284, + "TN": 1576412, + "TP": 508, + "n_pred": 665, + "n_ref": 519 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4144064519692869, + "FN": 9858, + "FP": 743, + "IoU": 0.2613573021181717, + "TN": 1562736, + "TP": 3751, + "n_pred": 4494, + "n_ref": 13609 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9734881195833486, + "FN": 5984, + "FP": 3441, + "IoU": 0.9483456920033103, + "TN": 1394625, + "TP": 173038, + "n_pred": 176479, + "n_ref": 179022 + }, + "7": { + "Dice": 0.9448993980150767, + "FN": 648, + "FP": 1384, + "IoU": 0.8955538421999486, + "TN": 1557633, + "TP": 17423, + "n_pred": 18807, + "n_ref": 18071 + }, + "8": { + "Dice": 0.8958047710446942, + "FN": 560, + "FP": 960, + "IoU": 0.811273901167122, + "TN": 1569034, + "TP": 6534, + "n_pred": 7494, + "n_ref": 7094 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9568241089539264, + "FN": 76, + "FP": 222, + "IoU": 0.9172222222222223, + "TN": 1573488, + "TP": 3302, + "n_pred": 3524, + "n_ref": 3378 + }, + "10": { + "Dice": 0.5668016194331984, + "FN": 94, + "FP": 13, + "IoU": 0.3954802259887006, + "TN": 1576911, + "TP": 70, + "n_pred": 83, + "n_ref": 164 + }, + "11": { + "Dice": 0.0, + "FN": 3180, + "FP": 0, + "IoU": 0.0, + "TN": 1573908, + "TP": 0, + "n_pred": 0, + "n_ref": 3180 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 1577079, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "13": { + "Dice": 0.8126649076517151, + "FN": 136, + "FP": 6, + "IoU": 0.6844444444444444, + "TN": 1576638, + "TP": 308, + "n_pred": 314, + "n_ref": 444 + }, + "14": { + "Dice": 0.9852113107078373, + "FN": 2009, + "FP": 1857, + "IoU": 0.9708536576171772, + "TN": 1444447, + "TP": 128775, + "n_pred": 130632, + "n_ref": 130784 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9242768595041322, + "FN": 321, + "FP": 2611, + "IoU": 0.8592144434841064, + "TN": 1556262, + "TP": 17894, + "n_pred": 20505, + "n_ref": 18215 + }, + "3": { + "Dice": 0.967479674796748, + "FN": 1732, + "FP": 1588, + "IoU": 0.937007874015748, + "TN": 1524383, + "TP": 49385, + "n_pred": 50973, + "n_ref": 51117 + }, + "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": 1, + "IoU": 0.0, + "TN": 1577087, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "6": { + "Dice": 0.9491977107263547, + "FN": 2463, + "FP": 3866, + "IoU": 0.9033076159193338, + "TN": 1511633, + "TP": 59126, + "n_pred": 62992, + "n_ref": 61589 + }, + "7": { + "Dice": 0.9574897761452469, + "FN": 4480, + "FP": 6445, + "IoU": 0.9184464135084092, + "TN": 1443127, + "TP": 123036, + "n_pred": 129481, + "n_ref": 127516 + }, + "8": { + "Dice": 0.03326112314614231, + "FN": 7977, + "FP": 21030, + "IoU": 0.016911814546193994, + "TN": 1547582, + "TP": 499, + "n_pred": 21529, + "n_ref": 8476 + }, + "9": { + "Dice": 0.9634231838510818, + "FN": 892, + "FP": 621, + "IoU": 0.9294276785297821, + "TN": 1555649, + "TP": 19926, + "n_pred": 20547, + "n_ref": 20818 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9830203283944247, + "FN": 2863, + "FP": 230, + "IoU": 0.9666076479606158, + "TN": 1309230, + "TP": 89533, + "n_pred": 89763, + "n_ref": 92396 + }, + "10": { + "Dice": 0.8610031464001481, + "FN": 351, + "FP": 400, + "IoU": 0.7559311017224569, + "TN": 1398779, + "TP": 2326, + "n_pred": 2726, + "n_ref": 2677 + }, + "11": { + "Dice": 0.0, + "FN": 3322, + "FP": 0, + "IoU": 0.0, + "TN": 1398534, + "TP": 0, + "n_pred": 0, + "n_ref": 3322 + }, + "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": 541, + "IoU": 0.0, + "TN": 1401315, + "TP": 0, + "n_pred": 541, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9689238550154537, + "FN": 498, + "FP": 55, + "IoU": 0.9397209505123174, + "TN": 1392682, + "TP": 8621, + "n_pred": 8676, + "n_ref": 9119 + }, + "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": 0.9594197054063975, + "FN": 5090, + "FP": 2759, + "IoU": 0.9220044915237395, + "TN": 1301222, + "TP": 92785, + "n_pred": 95544, + "n_ref": 97875 + }, + "7": { + "Dice": 0.9896118097320941, + "FN": 4153, + "FP": 4625, + "IoU": 0.9794372294372294, + "TN": 974968, + "TP": 418110, + "n_pred": 422735, + "n_ref": 422263 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 218, + "IoU": 0.0, + "TN": 1401638, + "TP": 0, + "n_pred": 218, + "n_ref": 0 + }, + "9": { + "Dice": 0.9462079699101845, + "FN": 226, + "FP": 1433, + "IoU": 0.8979076923076923, + "TN": 1385606, + "TP": 14591, + "n_pred": 16024, + "n_ref": 14817 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9508233027340073, + "FN": 2010, + "FP": 2431, + "IoU": 0.9062565964453075, + "TN": 1179250, + "TP": 42933, + "n_pred": 45364, + "n_ref": 44943 + }, + "10": { + "Dice": 0.889634659928406, + "FN": 4169, + "FP": 4217, + "IoU": 0.8012089605309944, + "TN": 1184439, + "TP": 33799, + "n_pred": 38016, + "n_ref": 37968 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.34782608695652173, + "FN": 280, + "FP": 50, + "IoU": 0.21052631578947367, + "TN": 1226206, + "TP": 88, + "n_pred": 138, + "n_ref": 368 + }, + "13": { + "Dice": 0.6826030314936207, + "FN": 10531, + "FP": 4818, + "IoU": 0.518145287875934, + "TN": 1194770, + "TP": 16505, + "n_pred": 21323, + "n_ref": 27036 + }, + "14": { + "Dice": 0.7430878952681799, + "FN": 6058, + "FP": 1831, + "IoU": 0.5912011607420458, + "TN": 1207326, + "TP": 11409, + "n_pred": 13240, + "n_ref": 17467 + }, + "15": { + "Dice": 0.898883711949922, + "FN": 18254, + "FP": 1647, + "IoU": 0.816338584493849, + "TN": 1118267, + "TP": 88456, + "n_pred": 90103, + "n_ref": 106710 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9655681486151906, + "FN": 322, + "FP": 1917, + "IoU": 0.9334284779829334, + "TN": 1192991, + "TP": 31394, + "n_pred": 33311, + "n_ref": 31716 + }, + "4": { + "Dice": 0.7181345898272321, + "FN": 553, + "FP": 11112, + "IoU": 0.5602262016965127, + "TN": 1200099, + "TP": 14860, + "n_pred": 25972, + "n_ref": 15413 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9592673017652004, + "FN": 1415, + "FP": 911, + "IoU": 0.9217230355039542, + "TN": 1196909, + "TP": 27389, + "n_pred": 28300, + "n_ref": 28804 + }, + "7": { + "Dice": 0.8244225384030172, + "FN": 9785, + "FP": 1062, + "IoU": 0.7012915484812602, + "TN": 1190311, + "TP": 25466, + "n_pred": 26528, + "n_ref": 35251 + }, + "8": { + "Dice": 0.9452866300088101, + "FN": 201, + "FP": 1600, + "IoU": 0.8962497839737312, + "TN": 1209265, + "TP": 15558, + "n_pred": 17158, + "n_ref": 15759 + }, + "9": { + "Dice": 0.9356530028598665, + "FN": 616, + "FP": 734, + "IoU": 0.8790864308105687, + "TN": 1215459, + "TP": 9815, + "n_pred": 10549, + "n_ref": 10431 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9660630907641499, + "FN": 837, + "FP": 951, + "IoU": 0.9343540037449058, + "TN": 2250779, + "TP": 25449, + "n_pred": 26400, + "n_ref": 26286 + }, + "10": { + "Dice": 0.893175766054314, + "FN": 3184, + "FP": 5521, + "IoU": 0.8069716389116792, + "TN": 2232919, + "TP": 36392, + "n_pred": 41913, + "n_ref": 39576 + }, + "11": { + "Dice": 0.0, + "FN": 1340, + "FP": 0, + "IoU": 0.0, + "TN": 2276676, + "TP": 0, + "n_pred": 0, + "n_ref": 1340 + }, + "12": { + "Dice": 0.5084745762711864, + "FN": 54, + "FP": 4, + "IoU": 0.3409090909090909, + "TN": 2277928, + "TP": 30, + "n_pred": 34, + "n_ref": 84 + }, + "13": { + "Dice": 0.8140305487835215, + "FN": 16341, + "FP": 2348, + "IoU": 0.6863840783997852, + "TN": 2218424, + "TP": 40903, + "n_pred": 43251, + "n_ref": 57244 + }, + "14": { + "Dice": 0.963016336743918, + "FN": 953, + "FP": 1870, + "IoU": 0.9286706925739697, + "TN": 2238439, + "TP": 36754, + "n_pred": 38624, + "n_ref": 37707 + }, + "15": { + "Dice": 0.8829116351863502, + "FN": 1707, + "FP": 5924, + "IoU": 0.790368661062579, + "TN": 2241614, + "TP": 28771, + "n_pred": 34695, + "n_ref": 30478 + }, + "2": { + "Dice": 0.24871598899419137, + "FN": 98290, + "FP": 8, + "IoU": 0.14201921985877505, + "TN": 2163447, + "TP": 16271, + "n_pred": 16279, + "n_ref": 114561 + }, + "3": { + "Dice": 0.38857288937176454, + "FN": 1573, + "FP": 27128, + "IoU": 0.24113587689378915, + "TN": 2240195, + "TP": 9120, + "n_pred": 36248, + "n_ref": 10693 + }, + "4": { + "Dice": 0.5270016179107089, + "FN": 1955, + "FP": 8862, + "IoU": 0.3577747432167666, + "TN": 2261173, + "TP": 6026, + "n_pred": 14888, + "n_ref": 7981 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9644096921488605, + "FN": 8352, + "FP": 12194, + "IoU": 0.9312656605970179, + "TN": 1979097, + "TP": 278373, + "n_pred": 290567, + "n_ref": 286725 + }, + "7": { + "Dice": 0.9620582337004338, + "FN": 14710, + "FP": 13537, + "IoU": 0.9268903756810271, + "TN": 1891651, + "TP": 358118, + "n_pred": 371655, + "n_ref": 372828 + }, + "8": { + "Dice": 0.8046213738540751, + "FN": 5757, + "FP": 9801, + "IoU": 0.6731100558893979, + "TN": 2230422, + "TP": 32036, + "n_pred": 41837, + "n_ref": 37793 + }, + "9": { + "Dice": 0.6894271544598577, + "FN": 4046, + "FP": 275, + "IoU": 0.5260502358231874, + "TN": 2268899, + "TP": 4796, + "n_pred": 5071, + "n_ref": 8842 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9679063411751672, + "FN": 220, + "FP": 649, + "IoU": 0.9378086309310814, + "TN": 1913579, + "TP": 13104, + "n_pred": 13753, + "n_ref": 13324 + }, + "10": { + "Dice": 0.7991654247391953, + "FN": 2880, + "FP": 489, + "IoU": 0.6655083399523432, + "TN": 1917480, + "TP": 6703, + "n_pred": 7192, + "n_ref": 9583 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6222395935118233, + "FN": 1470, + "FP": 463, + "IoU": 0.45163120567375886, + "TN": 1924027, + "TP": 1592, + "n_pred": 2055, + "n_ref": 3062 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 1927458, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "14": { + "Dice": 0.6614584641663945, + "FN": 11712, + "FP": 15242, + "IoU": 0.4941635701685246, + "TN": 1874266, + "TP": 26332, + "n_pred": 41574, + "n_ref": 38044 + }, + "15": { + "Dice": 0.8692703205338584, + "FN": 290, + "FP": 6880, + "IoU": 0.7687693498452013, + "TN": 1896544, + "TP": 23838, + "n_pred": 30718, + "n_ref": 24128 + }, + "2": { + "Dice": 0.9640391254315305, + "FN": 214, + "FP": 286, + "IoU": 0.9305748403221328, + "TN": 1920350, + "TP": 6702, + "n_pred": 6988, + "n_ref": 6916 + }, + "3": { + "Dice": 0.9425315301625893, + "FN": 1095, + "FP": 4578, + "IoU": 0.8913093459018278, + "TN": 1875358, + "TP": 46521, + "n_pred": 51099, + "n_ref": 47616 + }, + "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": 0.966260247428827, + "FN": 1816, + "FP": 3843, + "IoU": 0.9347229271443732, + "TN": 1840860, + "TP": 81033, + "n_pred": 84876, + "n_ref": 82849 + }, + "7": { + "Dice": 0.8170563646209076, + "FN": 5632, + "FP": 122074, + "IoU": 0.690697629358367, + "TN": 1514668, + "TP": 285178, + "n_pred": 407252, + "n_ref": 290810 + }, + "8": { + "Dice": 0.8689967198280737, + "FN": 1421, + "FP": 4370, + "IoU": 0.7683414673173854, + "TN": 1902554, + "TP": 19207, + "n_pred": 23577, + "n_ref": 20628 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8892685811920878, + "FN": 2699, + "FP": 4041, + "IoU": 0.8006153117974204, + "TN": 1368052, + "TP": 27064, + "n_pred": 31105, + "n_ref": 29763 + }, + "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": 0.6726399168939099, + "FN": 474, + "FP": 4568, + "IoU": 0.5067501467423204, + "TN": 1391634, + "TP": 5180, + "n_pred": 9748, + "n_ref": 5654 + }, + "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": 0.8589141856392294, + "FN": 169, + "FP": 3859, + "IoU": 0.752716557185831, + "TN": 1385567, + "TP": 12261, + "n_pred": 16120, + "n_ref": 12430 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9783473980309423, + "FN": 4433, + "FP": 1725, + "IoU": 0.9576125936990205, + "TN": 1256577, + "TP": 139121, + "n_pred": 140846, + "n_ref": 143554 + }, + "7": { + "Dice": 0.9472003967331505, + "FN": 1773, + "FP": 1634, + "IoU": 0.8996967645067271, + "TN": 1367889, + "TP": 30560, + "n_pred": 32194, + "n_ref": 32333 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/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": 0.8877865961199295, + "FN": 1190, + "FP": 846, + "IoU": 0.7982160555004956, + "TN": 866070, + "TP": 8054, + "n_pred": 8900, + "n_ref": 9244 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.46724055475848875, + "FN": 723, + "FP": 1505, + "IoU": 0.30483619344773794, + "TN": 872955, + "TP": 977, + "n_pred": 2482, + "n_ref": 1700 + }, + "13": { + "Dice": 0.5824382890521952, + "FN": 4216, + "FP": 216, + "IoU": 0.4108733218131065, + "TN": 868637, + "TP": 3091, + "n_pred": 3307, + "n_ref": 7307 + }, + "14": { + "Dice": 0.9602581086278364, + "FN": 439, + "FP": 3281, + "IoU": 0.923554313427315, + "TN": 827498, + "TP": 44942, + "n_pred": 48223, + "n_ref": 45381 + }, + "15": { + "Dice": 0.9722568258760423, + "FN": 4335, + "FP": 1344, + "IoU": 0.9460114650771468, + "TN": 770971, + "TP": 99510, + "n_pred": 100854, + "n_ref": 103845 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9595450155596094, + "FN": 619, + "FP": 135, + "IoU": 0.9222359735973598, + "TN": 866464, + "TP": 8942, + "n_pred": 9077, + "n_ref": 9561 + }, + "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": 0.9114207086343309, + "FN": 1376, + "FP": 684, + "IoU": 0.8372570706272713, + "TN": 863502, + "TP": 10598, + "n_pred": 11282, + "n_ref": 11974 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9578468883874555, + "FN": 155, + "FP": 1134, + "IoU": 0.9191038031881511, + "TN": 860226, + "TP": 14645, + "n_pred": 15779, + "n_ref": 14800 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 0.0, + "FN": 0, + "FP": 1525, + "IoU": 0.0, + "TN": 699403, + "TP": 0, + "n_pred": 1525, + "n_ref": 0 + }, + "15": { + "Dice": 0.8347123340388686, + "FN": 6766, + "FP": 4401, + "IoU": 0.7163143989431968, + "TN": 661564, + "TP": 28197, + "n_pred": 32598, + "n_ref": 34963 + }, + "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": 0.9294569866276866, + "FN": 1528, + "FP": 1078, + "IoU": 0.8682107818347324, + "TN": 681154, + "TP": 17168, + "n_pred": 18246, + "n_ref": 18696 + }, + "7": { + "Dice": 0.6804619826756496, + "FN": 473, + "FP": 1519, + "IoU": 0.5156819839533188, + "TN": 696815, + "TP": 2121, + "n_pred": 3640, + "n_ref": 2594 + }, + "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": 11, + "IoU": 0.0, + "TN": 700917, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9010276765809363, + "FN": 3324, + "FP": 5777, + "IoU": 0.8198820455984801, + "TN": 1526560, + "TP": 41427, + "n_pred": 47204, + "n_ref": 44751 + }, + "11": { + "Dice": 0.0, + "FN": 1663, + "FP": 0, + "IoU": 0.0, + "TN": 1575425, + "TP": 0, + "n_pred": 0, + "n_ref": 1663 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 212, + "IoU": 0.0, + "TN": 1576876, + "TP": 0, + "n_pred": 212, + "n_ref": 0 + }, + "13": { + "Dice": 0.5735037768739105, + "FN": 10931, + "FP": 813, + "IoU": 0.4020366598778004, + "TN": 1557448, + "TP": 7896, + "n_pred": 8709, + "n_ref": 18827 + }, + "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": 0.9699660445365736, + "FN": 5071, + "FP": 2695, + "IoU": 0.9416835623638957, + "TN": 1443918, + "TP": 125404, + "n_pred": 128099, + "n_ref": 130475 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1734, + "IoU": 0.0, + "TN": 1575354, + "TP": 0, + "n_pred": 1734, + "n_ref": 0 + }, + "4": { + "Dice": 0.9582911242011531, + "FN": 2413, + "FP": 4257, + "IoU": 0.9199222032799481, + "TN": 1493794, + "TP": 76624, + "n_pred": 80881, + "n_ref": 79037 + }, + "5": { + "Dice": 0.7142857142857143, + "FN": 6, + "FP": 6, + "IoU": 0.5555555555555556, + "TN": 1577061, + "TP": 15, + "n_pred": 21, + "n_ref": 21 + }, + "6": { + "Dice": 0.9541183077889893, + "FN": 22770, + "FP": 21182, + "IoU": 0.9122621754397172, + "TN": 1076141, + "TP": 456995, + "n_pred": 478177, + "n_ref": 479765 + }, + "7": { + "Dice": 0.8193500260383679, + "FN": 1885, + "FP": 10950, + "IoU": 0.6939821658480759, + "TN": 1535146, + "TP": 29107, + "n_pred": 40057, + "n_ref": 30992 + }, + "8": { + "Dice": 0.8729281767955801, + "FN": 113, + "FP": 2, + "IoU": 0.7745098039215687, + "TN": 1576578, + "TP": 395, + "n_pred": 397, + "n_ref": 508 + }, + "9": { + "Dice": 0.6597421867754799, + "FN": 13500, + "FP": 1176, + "IoU": 0.49225020758372545, + "TN": 1548184, + "TP": 14228, + "n_pred": 15404, + "n_ref": 27728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0403.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9751739763715812, + "FN": 677, + "FP": 3158, + "IoU": 0.9515507548480828, + "TN": 1497933, + "TP": 75320, + "n_pred": 78478, + "n_ref": 75997 + }, + "10": { + "Dice": 0.8501461105610163, + "FN": 4523, + "FP": 7887, + "IoU": 0.7393514240107536, + "TN": 1529476, + "TP": 35202, + "n_pred": 43089, + "n_ref": 39725 + }, + "11": { + "Dice": 0.0, + "FN": 2510, + "FP": 0, + "IoU": 0.0, + "TN": 1574578, + "TP": 0, + "n_pred": 0, + "n_ref": 2510 + }, + "12": { + "Dice": 0.08737283064033513, + "FN": 1519, + "FP": 6, + "IoU": 0.045682102628285357, + "TN": 1575490, + "TP": 73, + "n_pred": 79, + "n_ref": 1592 + }, + "13": { + "Dice": 0.7920665969157986, + "FN": 8624, + "FP": 9660, + "IoU": 0.6557204187693003, + "TN": 1523980, + "TP": 34824, + "n_pred": 44484, + "n_ref": 43448 + }, + "14": { + "Dice": 0.7122329041682237, + "FN": 4424, + "FP": 4047, + "IoU": 0.5530758678906827, + "TN": 1558134, + "TP": 10483, + "n_pred": 14530, + "n_ref": 14907 + }, + "15": { + "Dice": 0.8751318877715811, + "FN": 3646, + "FP": 13751, + "IoU": 0.7779862174578867, + "TN": 1498728, + "TP": 60963, + "n_pred": 74714, + "n_ref": 64609 + }, + "2": { + "Dice": 0.8940021588906624, + "FN": 9697, + "FP": 1792, + "IoU": 0.8083217938237208, + "TN": 1517149, + "TP": 48450, + "n_pred": 50242, + "n_ref": 58147 + }, + "3": { + "Dice": 0.8561924905544408, + "FN": 645, + "FP": 7310, + "IoU": 0.7485459602983943, + "TN": 1545452, + "TP": 23681, + "n_pred": 30991, + "n_ref": 24326 + }, + "4": { + "Dice": 0.8441673542984628, + "FN": 4141, + "FP": 958, + "IoU": 0.7303543098889477, + "TN": 1558178, + "TP": 13811, + "n_pred": 14769, + "n_ref": 17952 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9522358574274665, + "FN": 1285, + "FP": 4421, + "IoU": 0.9088265371340918, + "TN": 1514504, + "TP": 56878, + "n_pred": 61299, + "n_ref": 58163 + }, + "7": { + "Dice": 0.8089614789573664, + "FN": 25545, + "FP": 3720, + "IoU": 0.6792068137722385, + "TN": 1485861, + "TP": 61962, + "n_pred": 65682, + "n_ref": 87507 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9294069937923074, + "FN": 1284, + "FP": 3242, + "IoU": 0.8681235431235431, + "TN": 1542768, + "TP": 29794, + "n_pred": 33036, + "n_ref": 31078 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0404.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0034336045383294767, + "FN": 18, + "FP": 26684, + "IoU": 0.0017197547480185434, + "TN": 2776964, + "TP": 46, + "n_pred": 26730, + "n_ref": 64 + }, + "10": { + "Dice": 0.4625864481311213, + "FN": 66906, + "FP": 311, + "IoU": 0.3008861523100285, + "TN": 2707566, + "TP": 28929, + "n_pred": 29240, + "n_ref": 95835 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 146, + "FP": 0, + "IoU": 0.0, + "TN": 2803566, + "TP": 0, + "n_pred": 0, + "n_ref": 146 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.788100224073879, + "FN": 158429, + "FP": 538, + "IoU": 0.650301485097331, + "TN": 2349129, + "TP": 295616, + "n_pred": 296154, + "n_ref": 454045 + }, + "15": { + "Dice": 0.5475386567453063, + "FN": 14144, + "FP": 6895, + "IoU": 0.3769729633687702, + "TN": 2769943, + "TP": 12730, + "n_pred": 19625, + "n_ref": 26874 + }, + "2": { + "Dice": 0.5763070733957442, + "FN": 83367, + "FP": 678, + "IoU": 0.4047973145236679, + "TN": 2662508, + "TP": 57159, + "n_pred": 57837, + "n_ref": 140526 + }, + "3": { + "Dice": 0.7546616586214049, + "FN": 6401, + "FP": 79950, + "IoU": 0.6059892589398564, + "TN": 2584553, + "TP": 132808, + "n_pred": 212758, + "n_ref": 139209 + }, + "4": { + "Dice": 0.9480184005661713, + "FN": 5809, + "FP": 3005, + "IoU": 0.9011739379057486, + "TN": 2714525, + "TP": 80373, + "n_pred": 83378, + "n_ref": 86182 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9236482096448166, + "FN": 8154, + "FP": 8768, + "IoU": 0.8581285578946486, + "TN": 2684435, + "TP": 102355, + "n_pred": 111123, + "n_ref": 110509 + }, + "7": { + "Dice": 0.9165795393340304, + "FN": 6172, + "FP": 17525, + "IoU": 0.8460053807462861, + "TN": 2649830, + "TP": 130185, + "n_pred": 147710, + "n_ref": 136357 + }, + "8": { + "Dice": 0.8212058212058212, + "FN": 46, + "FP": 298, + "IoU": 0.6966490299823633, + "TN": 2802578, + "TP": 790, + "n_pred": 1088, + "n_ref": 836 + }, + "9": { + "Dice": 0.8345498783454988, + "FN": 323, + "FP": 1173, + "IoU": 0.7160751565762005, + "TN": 2798443, + "TP": 3773, + "n_pred": 4946, + "n_ref": 4096 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.6048695789702472, + "FN": 6107.526666666667, + "FP": 5674.373333333332, + "IoU": 0.5223513247838718, + "TN": 1658337.302222222, + "TP": 29631.19777777778, + "n_pred": 35305.57111111111, + "n_ref": 35738.724444444444 + }, + "mean": { + "1": { + "Dice": 0.8475165316151666, + "FN": 2588.6, + "FP": 3820.5333333333333, + "IoU": 0.7921152607977662, + "TN": 1646186.3666666667, + "TP": 47154.9, + "n_pred": 50975.433333333334, + "n_ref": 49743.5 + }, + "10": { + "Dice": 0.774626444061431, + "FN": 6104.6, + "FP": 4835.933333333333, + "IoU": 0.649230276788675, + "TN": 1666171.4666666666, + "TP": 22638.4, + "n_pred": 27474.333333333332, + "n_ref": 28743.0 + }, + "11": { + "Dice": 0.1572880439481927, + "FN": 274.3666666666667, + "FP": 165.4, + "IoU": 0.11032009002455093, + "TN": 1699085.4333333333, + "TP": 225.2, + "n_pred": 390.6, + "n_ref": 499.56666666666666 + }, + "12": { + "Dice": 0.14040794536467838, + "FN": 723.3333333333334, + "FP": 210.43333333333334, + "IoU": 0.0902128304559577, + "TN": 1698579.2666666666, + "TP": 237.36666666666667, + "n_pred": 447.8, + "n_ref": 960.7 + }, + "13": { + "Dice": 0.576640367885821, + "FN": 7447.333333333333, + "FP": 5965.4, + "IoU": 0.4361622402883118, + "TN": 1676272.8, + "TP": 10064.866666666667, + "n_pred": 16030.266666666666, + "n_ref": 17512.2 + }, + "14": { + "Dice": 0.5247407384940846, + "FN": 22215.533333333333, + "FP": 3401.4, + "IoU": 0.4465132366923418, + "TN": 1645385.4, + "TP": 28748.066666666666, + "n_pred": 32149.466666666667, + "n_ref": 50963.6 + }, + "15": { + "Dice": 0.563850160668468, + "FN": 4637.966666666666, + "FP": 6298.766666666666, + "IoU": 0.46702523579324123, + "TN": 1670735.1666666667, + "TP": 18078.5, + "n_pred": 24377.266666666666, + "n_ref": 22716.466666666667 + }, + "2": { + "Dice": 0.7076040718123424, + "FN": 7130.9, + "FP": 3600.8, + "IoU": 0.6345535714449437, + "TN": 1665778.7333333334, + "TP": 23239.966666666667, + "n_pred": 26840.766666666666, + "n_ref": 30370.866666666665 + }, + "3": { + "Dice": 0.7854078498745221, + "FN": 14415.766666666666, + "FP": 7473.4, + "IoU": 0.723312279769563, + "TN": 1643647.5666666667, + "TP": 34213.666666666664, + "n_pred": 41687.066666666666, + "n_ref": 48629.433333333334 + }, + "4": { + "Dice": 0.3761242518738746, + "FN": 975.3666666666667, + "FP": 2240.1, + "IoU": 0.30731138498328375, + "TN": 1693900.6333333333, + "TP": 2634.3, + "n_pred": 4874.4, + "n_ref": 3609.6666666666665 + }, + "5": { + "Dice": 0.3690466428111591, + "FN": 2271.0333333333333, + "FP": 200.0, + "IoU": 0.2644492338951446, + "TN": 1696273.3666666667, + "TP": 1006.0, + "n_pred": 1206.0, + "n_ref": 3277.0333333333333 + }, + "6": { + "Dice": 0.8332404346677189, + "FN": 5946.266666666666, + "FP": 31621.6, + "IoU": 0.7607893847515866, + "TN": 1542106.7333333334, + "TP": 120075.8, + "n_pred": 151697.4, + "n_ref": 126022.06666666667 + }, + "7": { + "Dice": 0.8044109190927446, + "FN": 13019.6, + "FP": 12596.833333333334, + "IoU": 0.722843999059793, + "TN": 1559271.2666666666, + "TP": 114862.7, + "n_pred": 127459.53333333334, + "n_ref": 127882.3 + }, + "8": { + "Dice": 0.8564247448127738, + "FN": 2237.0666666666666, + "FP": 943.6, + "IoU": 0.7656027833345747, + "TN": 1687526.3, + "TP": 9043.433333333332, + "n_pred": 9987.033333333333, + "n_ref": 11280.5 + }, + "9": { + "Dice": 0.7557145375707311, + "FN": 1625.1666666666667, + "FP": 1741.4, + "IoU": 0.6648280636783441, + "TN": 1684139.0333333334, + "TP": 12244.8, + "n_pred": 13986.2, + "n_ref": 13869.966666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9546931232370393, + "FN": 399, + "FP": 1930, + "IoU": 0.913313730598876, + "TN": 849293, + "TP": 24538, + "n_pred": 26468, + "n_ref": 24937 + }, + "10": { + "Dice": 0.8332566300408445, + "FN": 6511, + "FP": 5083, + "IoU": 0.7141730148164583, + "TN": 835597, + "TP": 28969, + "n_pred": 34052, + "n_ref": 35480 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5612338858195212, + "FN": 1863, + "FP": 43, + "IoU": 0.39008, + "TN": 873035, + "TP": 1219, + "n_pred": 1262, + "n_ref": 3082 + }, + "13": { + "Dice": 0.6047159819387926, + "FN": 5825, + "FP": 8357, + "IoU": 0.43339992009588496, + "TN": 851130, + "TP": 10848, + "n_pred": 19205, + "n_ref": 16673 + }, + "14": { + "Dice": 0.7563255071803054, + "FN": 377, + "FP": 6037, + "IoU": 0.6081378299120235, + "TN": 859792, + "TP": 9954, + "n_pred": 15991, + "n_ref": 10331 + }, + "15": { + "Dice": 0.8106063490854626, + "FN": 4518, + "FP": 10403, + "IoU": 0.6815290702638095, + "TN": 829308, + "TP": 31931, + "n_pred": 42334, + "n_ref": 36449 + }, + "2": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 876158, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "3": { + "Dice": 0.9460658815497525, + "FN": 1516, + "FP": 1012, + "IoU": 0.8976518218623482, + "TN": 851460, + "TP": 22172, + "n_pred": 23184, + "n_ref": 23688 + }, + "4": { + "Dice": 0.0, + "FN": 18, + "FP": 0, + "IoU": 0.0, + "TN": 876142, + "TP": 0, + "n_pred": 0, + "n_ref": 18 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.88869885791384, + "FN": 4036, + "FP": 1821, + "IoU": 0.7996922024623803, + "TN": 846920, + "TP": 23383, + "n_pred": 25204, + "n_ref": 27419 + }, + "7": { + "Dice": 0.5556826990513455, + "FN": 5057, + "FP": 6980, + "IoU": 0.38473727254140255, + "TN": 856596, + "TP": 7527, + "n_pred": 14507, + "n_ref": 12584 + }, + "8": { + "Dice": 0.9415358339354923, + "FN": 859, + "FP": 921, + "IoU": 0.8895301930118538, + "TN": 860047, + "TP": 14333, + "n_pred": 15254, + "n_ref": 15192 + }, + "9": { + "Dice": 0.9513061755580022, + "FN": 923, + "FP": 1023, + "IoU": 0.9071343354807921, + "TN": 855205, + "TP": 19009, + "n_pred": 20032, + "n_ref": 19932 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9372057669674382, + "FN": 2482, + "FP": 2640, + "IoU": 0.8818318145114776, + "TN": 1708975, + "TP": 38223, + "n_pred": 40863, + "n_ref": 40705 + }, + "10": { + "Dice": 0.30809448230790776, + "FN": 11111, + "FP": 11122, + "IoU": 0.1820991060589339, + "TN": 1725137, + "TP": 4950, + "n_pred": 16072, + "n_ref": 16061 + }, + "11": { + "Dice": 0.5951903807615231, + "FN": 1236, + "FP": 380, + "IoU": 0.42368045649072755, + "TN": 1749516, + "TP": 1188, + "n_pred": 1568, + "n_ref": 2424 + }, + "12": { + "Dice": 0.0, + "FN": 240, + "FP": 1, + "IoU": 0.0, + "TN": 1752079, + "TP": 0, + "n_pred": 1, + "n_ref": 240 + }, + "13": { + "Dice": 0.40233589377014223, + "FN": 13097, + "FP": 11568, + "IoU": 0.2518275851609185, + "TN": 1719353, + "TP": 8302, + "n_pred": 19870, + "n_ref": 21399 + }, + "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": 0.5933673469387755, + "FN": 1403, + "FP": 9755, + "IoU": 0.42183532825535003, + "TN": 1733021, + "TP": 8141, + "n_pred": 17896, + "n_ref": 9544 + }, + "3": { + "Dice": 0.0017254313578394598, + "FN": 372596, + "FP": 0, + "IoU": 0.0008634605999174081, + "TN": 1379402, + "TP": 322, + "n_pred": 322, + "n_ref": 372918 + }, + "4": { + "Dice": 0.6345169281585467, + "FN": 14388, + "FP": 3316, + "IoU": 0.4646831156265119, + "TN": 1719248, + "TP": 15368, + "n_pred": 18684, + "n_ref": 29756 + }, + "5": { + "Dice": 0.5427885897094108, + "FN": 1537, + "FP": 178, + "IoU": 0.37248444932308816, + "TN": 1749587, + "TP": 1018, + "n_pred": 1196, + "n_ref": 2555 + }, + "6": { + "Dice": 0.3581125120017941, + "FN": 10444, + "FP": 264323, + "IoU": 0.21811026310847034, + "TN": 1400906, + "TP": 76647, + "n_pred": 340970, + "n_ref": 87091 + }, + "7": { + "Dice": 0.6821306148910267, + "FN": 115482, + "FP": 9057, + "IoU": 0.5176010783759286, + "TN": 1494154, + "TP": 133627, + "n_pred": 142684, + "n_ref": 249109 + }, + "8": { + "Dice": 0.7999390986601705, + "FN": 2747, + "FP": 1195, + "IoU": 0.6665820857650343, + "TN": 1740497, + "TP": 7881, + "n_pred": 9076, + "n_ref": 10628 + }, + "9": { + "Dice": 0.6302455594083929, + "FN": 4120, + "FP": 1105, + "IoU": 0.46011572638974996, + "TN": 1742642, + "TP": 4453, + "n_pred": 5558, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/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": 0.8816864682226344, + "FN": 11529, + "FP": 7800, + "IoU": 0.7884072249589491, + "TN": 784810, + "TP": 72021, + "n_pred": 79821, + "n_ref": 83550 + }, + "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": 0.6455342335939351, + "FN": 9695, + "FP": 5267, + "IoU": 0.4765969355628629, + "TN": 847574, + "TP": 13624, + "n_pred": 18891, + "n_ref": 23319 + }, + "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": 0.8127772848269743, + "FN": 16, + "FP": 195, + "IoU": 0.6846038863976084, + "TN": 875491, + "TP": 458, + "n_pred": 653, + "n_ref": 474 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 297, + "FP": 0, + "IoU": 0.0, + "TN": 875863, + "TP": 0, + "n_pred": 0, + "n_ref": 297 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8497795863004408, + "FN": 379, + "FP": 64, + "IoU": 0.7387971698113207, + "TN": 874464, + "TP": 1253, + "n_pred": 1317, + "n_ref": 1632 + }, + "7": { + "Dice": 0.7815535787397179, + "FN": 5227, + "FP": 642, + "IoU": 0.6414345063538612, + "TN": 859792, + "TP": 10499, + "n_pred": 11141, + "n_ref": 15726 + }, + "8": { + "Dice": 0.9257966969062573, + "FN": 104, + "FP": 534, + "IoU": 0.8618449545257687, + "TN": 871542, + "TP": 3980, + "n_pred": 4514, + "n_ref": 4084 + }, + "9": { + "Dice": 0.7574376014218376, + "FN": 401, + "FP": 2738, + "IoU": 0.6095771144278607, + "TN": 868120, + "TP": 4901, + "n_pred": 7639, + "n_ref": 5302 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8007540221822805, + "FN": 6501, + "FP": 7134, + "IoU": 0.667714578154701, + "TN": 1360822, + "TP": 27399, + "n_pred": 34533, + "n_ref": 33900 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 1401848, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "13": { + "Dice": 0.4899477738380116, + "FN": 15083, + "FP": 14118, + "IoU": 0.3244575024290936, + "TN": 1358630, + "TP": 14025, + "n_pred": 28143, + "n_ref": 29108 + }, + "14": { + "Dice": 0.924689351978145, + "FN": 14767, + "FP": 4282, + "IoU": 0.8599276438666412, + "TN": 1265862, + "TP": 116945, + "n_pred": 121227, + "n_ref": 131712 + }, + "15": { + "Dice": 0.8486579471916555, + "FN": 4524, + "FP": 23189, + "IoU": 0.7371032310698769, + "TN": 1296442, + "TP": 77701, + "n_pred": 100890, + "n_ref": 82225 + }, + "2": { + "Dice": 0.937547795054805, + "FN": 70, + "FP": 665, + "IoU": 0.8824376199616123, + "TN": 1395604, + "TP": 5517, + "n_pred": 6182, + "n_ref": 5587 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8114086146682189, + "FN": 776, + "FP": 3436, + "IoU": 0.682664054848188, + "TN": 1388583, + "TP": 9061, + "n_pred": 12497, + "n_ref": 9837 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.87546120528314, + "FN": 792, + "FP": 1537, + "IoU": 0.7785068949120304, + "TN": 1391341, + "TP": 8186, + "n_pred": 9723, + "n_ref": 8978 + }, + "7": { + "Dice": 0.2102391942929081, + "FN": 3584, + "FP": 180, + "IoU": 0.11746776084407971, + "TN": 1397591, + "TP": 501, + "n_pred": 681, + "n_ref": 4085 + }, + "8": { + "Dice": 0.8727474355420016, + "FN": 331, + "FP": 128, + "IoU": 0.7742252828332513, + "TN": 1399823, + "TP": 1574, + "n_pred": 1702, + "n_ref": 1905 + }, + "9": { + "Dice": 0.9430236478350913, + "FN": 2023, + "FP": 1526, + "IoU": 0.892189920714481, + "TN": 1368937, + "TP": 29370, + "n_pred": 30896, + "n_ref": 31393 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.769163763066202, + "FN": 4024, + "FP": 6046, + "IoU": 0.6249115357395613, + "TN": 1375009, + "TP": 16777, + "n_pred": 22823, + "n_ref": 20801 + }, + "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": 177, + "IoU": 0.0, + "TN": 1401679, + "TP": 0, + "n_pred": 177, + "n_ref": 0 + }, + "13": { + "Dice": 0.6853178055908797, + "FN": 2498, + "FP": 11607, + "IoU": 0.5212802063535161, + "TN": 1372392, + "TP": 15359, + "n_pred": 26966, + "n_ref": 17857 + }, + "14": { + "Dice": 0.4096494194566565, + "FN": 14556, + "FP": 1155, + "IoU": 0.2575843493053587, + "TN": 1380694, + "TP": 5451, + "n_pred": 6606, + "n_ref": 20007 + }, + "15": { + "Dice": 0.6319520458691686, + "FN": 1958, + "FP": 5103, + "IoU": 0.46193705707536387, + "TN": 1388733, + "TP": 6062, + "n_pred": 11165, + "n_ref": 8020 + }, + "2": { + "Dice": 0.49474912485414235, + "FN": 155, + "FP": 278, + "IoU": 0.32868217054263565, + "TN": 1401211, + "TP": 212, + "n_pred": 490, + "n_ref": 367 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 1401827, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "4": { + "Dice": 0.001861850679575498, + "FN": 583, + "FP": 4778, + "IoU": 0.0009317927692881103, + "TN": 1396490, + "TP": 5, + "n_pred": 4783, + "n_ref": 588 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9393418164194282, + "FN": 6021, + "FP": 6745, + "IoU": 0.8856216177471956, + "TN": 1290244, + "TP": 98846, + "n_pred": 105591, + "n_ref": 104867 + }, + "7": { + "Dice": 0.9560046230938736, + "FN": 18011, + "FP": 3991, + "IoU": 0.9157172955372535, + "TN": 1140806, + "TP": 239048, + "n_pred": 243039, + "n_ref": 257059 + }, + "8": { + "Dice": 0.630665380906461, + "FN": 17, + "FP": 366, + "IoU": 0.46056338028169014, + "TN": 1401146, + "TP": 327, + "n_pred": 693, + "n_ref": 344 + }, + "9": { + "Dice": 0.8658503188451157, + "FN": 885, + "FP": 2544, + "IoU": 0.7634356674715419, + "TN": 1387361, + "TP": 11066, + "n_pred": 13610, + "n_ref": 11951 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9814250913520097, + "FN": 2167, + "FP": 1249, + "IoU": 0.9635276532137519, + "TN": 607268, + "TP": 90244, + "n_pred": 91493, + "n_ref": 92411 + }, + "10": { + "Dice": 0.5954545454545455, + "FN": 171, + "FP": 7, + "IoU": 0.42394822006472493, + "TN": 700619, + "TP": 131, + "n_pred": 138, + "n_ref": 302 + }, + "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": 0.954926858246083, + "FN": 207, + "FP": 1007, + "IoU": 0.9137416512718488, + "TN": 686854, + "TP": 12860, + "n_pred": 13867, + "n_ref": 13067 + }, + "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": 199, + "IoU": 0.0, + "TN": 700729, + "TP": 0, + "n_pred": 199, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4498, + "IoU": 0.0, + "TN": 696430, + "TP": 0, + "n_pred": 4498, + "n_ref": 0 + }, + "7": { + "Dice": 0.9673590504451038, + "FN": 1014, + "FP": 614, + "IoU": 0.9367816091954023, + "TN": 675176, + "TP": 24124, + "n_pred": 24738, + "n_ref": 25138 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1499, + "IoU": 0.0, + "TN": 874661, + "TP": 0, + "n_pred": 1499, + "n_ref": 0 + }, + "10": { + "Dice": 0.8329617354624888, + "FN": 1074, + "FP": 4470, + "IoU": 0.7137398667837043, + "TN": 856793, + "TP": 13823, + "n_pred": 18293, + "n_ref": 14897 + }, + "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": 0.6891972340522966, + "FN": 2839, + "FP": 10735, + "IoU": 0.5257825600894355, + "TN": 847536, + "TP": 15050, + "n_pred": 25785, + "n_ref": 17889 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 876122, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.39316239316239315, + "FN": 61, + "FP": 152, + "IoU": 0.24468085106382978, + "TN": 875878, + "TP": 69, + "n_pred": 221, + "n_ref": 130 + }, + "3": { + "Dice": 0.9383005522720667, + "FN": 4409, + "FP": 1959, + "IoU": 0.8837722900582233, + "TN": 821371, + "TP": 48421, + "n_pred": 50380, + "n_ref": 52830 + }, + "4": { + "Dice": 0.6, + "FN": 1, + "FP": 19, + "IoU": 0.42857142857142855, + "TN": 876125, + "TP": 15, + "n_pred": 34, + "n_ref": 16 + }, + "5": { + "Dice": 0.0, + "FN": 229, + "FP": 15, + "IoU": 0.0, + "TN": 875916, + "TP": 0, + "n_pred": 15, + "n_ref": 229 + }, + "6": { + "Dice": 0.9475280388525907, + "FN": 5129, + "FP": 2380, + "IoU": 0.9002881538236818, + "TN": 800853, + "TP": 67798, + "n_pred": 70178, + "n_ref": 72927 + }, + "7": { + "Dice": 0.41399137517968376, + "FN": 0, + "FP": 1223, + "IoU": 0.2610271903323263, + "TN": 874505, + "TP": 432, + "n_pred": 1655, + "n_ref": 432 + }, + "8": { + "Dice": 0.853945286004974, + "FN": 877, + "FP": 415, + "IoU": 0.7451173801538765, + "TN": 871091, + "TP": 3777, + "n_pred": 4192, + "n_ref": 4654 + }, + "9": { + "Dice": 0.9289862785477937, + "FN": 2044, + "FP": 1025, + "IoU": 0.8673897074709416, + "TN": 853017, + "TP": 20074, + "n_pred": 21099, + "n_ref": 22118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9699640422103905, + "FN": 1079, + "FP": 1736, + "IoU": 0.9416797878511644, + "TN": 1704052, + "TP": 45453, + "n_pred": 47189, + "n_ref": 46532 + }, + "10": { + "Dice": 0.8149745801879525, + "FN": 1182, + "FP": 19, + "IoU": 0.6877275091003641, + "TN": 1748474, + "TP": 2645, + "n_pred": 2664, + "n_ref": 3827 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.144, + "FN": 428, + "FP": 0, + "IoU": 0.07758620689655173, + "TN": 1751856, + "TP": 36, + "n_pred": 36, + "n_ref": 464 + }, + "13": { + "Dice": 0.16923076923076924, + "FN": 42, + "FP": 66, + "IoU": 0.09243697478991597, + "TN": 1752201, + "TP": 11, + "n_pred": 77, + "n_ref": 53 + }, + "14": { + "Dice": 0.9742221830313185, + "FN": 2882, + "FP": 4134, + "IoU": 0.9497399601702079, + "TN": 1612726, + "TP": 132578, + "n_pred": 136712, + "n_ref": 135460 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9389370927703492, + "FN": 11055, + "FP": 2056, + "IoU": 0.8849023807851675, + "TN": 1638408, + "TP": 100801, + "n_pred": 102857, + "n_ref": 111856 + }, + "3": { + "Dice": 0.935744921501604, + "FN": 3321, + "FP": 9518, + "IoU": 0.8792487256174407, + "TN": 1645994, + "TP": 93487, + "n_pred": 103005, + "n_ref": 96808 + }, + "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": 0.9626428011712789, + "FN": 2585, + "FP": 6473, + "IoU": 0.9279762094080977, + "TN": 1626556, + "TP": 116706, + "n_pred": 123179, + "n_ref": 119291 + }, + "7": { + "Dice": 0.9838745331474351, + "FN": 7426, + "FP": 3735, + "IoU": 0.9682608745108745, + "TN": 1400672, + "TP": 340487, + "n_pred": 344222, + "n_ref": 347913 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.028169014084507043, + "FN": 276, + "FP": 0, + "IoU": 0.014285714285714285, + "TN": 1752040, + "TP": 4, + "n_pred": 4, + "n_ref": 280 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9763253532219344, + "FN": 462, + "FP": 2033, + "IoU": 0.9537457592554829, + "TN": 997451, + "TP": 51446, + "n_pred": 53479, + "n_ref": 51908 + }, + "10": { + "Dice": 0.7746024429592072, + "FN": 2401, + "FP": 1511, + "IoU": 0.6321233778446492, + "TN": 1040758, + "TP": 6722, + "n_pred": 8233, + "n_ref": 9123 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5699244678416113, + "FN": 2017, + "FP": 1741, + "IoU": 0.39852752880921893, + "TN": 1045144, + "TP": 2490, + "n_pred": 4231, + "n_ref": 4507 + }, + "13": { + "Dice": 0.0, + "FN": 49, + "FP": 4949, + "IoU": 0.0, + "TN": 1046394, + "TP": 0, + "n_pred": 4949, + "n_ref": 49 + }, + "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": 0.9711748146385948, + "FN": 206, + "FP": 521, + "IoU": 0.9439648527824881, + "TN": 1038418, + "TP": 12247, + "n_pred": 12768, + "n_ref": 12453 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.007029876977152899, + "FN": 8475, + "FP": 0, + "IoU": 0.003527336860670194, + "TN": 1042887, + "TP": 30, + "n_pred": 30, + "n_ref": 8505 + }, + "6": { + "Dice": 0.9233184781057205, + "FN": 1943, + "FP": 2892, + "IoU": 0.8575595097808154, + "TN": 1017448, + "TP": 29109, + "n_pred": 32001, + "n_ref": 31052 + }, + "7": { + "Dice": 0.9668587003654835, + "FN": 4919, + "FP": 4176, + "IoU": 0.9358436263340928, + "TN": 909629, + "TP": 132668, + "n_pred": 136844, + "n_ref": 137587 + }, + "8": { + "Dice": 0.8466816860715084, + "FN": 7538, + "FP": 1377, + "IoU": 0.7341266290894992, + "TN": 1017861, + "TP": 24616, + "n_pred": 25993, + "n_ref": 32154 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 405, + "IoU": 0.0, + "TN": 1050987, + "TP": 0, + "n_pred": 405, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9269129498124951, + "FN": 1078, + "FP": 754, + "IoU": 0.8637816938062309, + "TN": 1037943, + "TP": 11617, + "n_pred": 12371, + "n_ref": 12695 + }, + "10": { + "Dice": 0.862424924924925, + "FN": 4364, + "FP": 7364, + "IoU": 0.7581257218280811, + "TN": 1002904, + "TP": 36760, + "n_pred": 44124, + "n_ref": 41124 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 120, + "FP": 0, + "IoU": 0.0, + "TN": 1051272, + "TP": 0, + "n_pred": 0, + "n_ref": 120 + }, + "13": { + "Dice": 0.7069975246030309, + "FN": 3594, + "FP": 1259, + "IoU": 0.5467874486365334, + "TN": 1040684, + "TP": 5855, + "n_pred": 7114, + "n_ref": 9449 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 159, + "IoU": 0.0, + "TN": 1051233, + "TP": 0, + "n_pred": 159, + "n_ref": 0 + }, + "15": { + "Dice": 0.9123401490008587, + "FN": 5728, + "FP": 13157, + "IoU": 0.8388101741208603, + "TN": 934232, + "TP": 98275, + "n_pred": 111432, + "n_ref": 104003 + }, + "2": { + "Dice": 0.9349965441200672, + "FN": 4910, + "FP": 4965, + "IoU": 0.8779281785029978, + "TN": 970497, + "TP": 71020, + "n_pred": 75985, + "n_ref": 75930 + }, + "3": { + "Dice": 0.9178013111447302, + "FN": 37, + "FP": 126, + "IoU": 0.848089468779124, + "TN": 1050319, + "TP": 910, + "n_pred": 1036, + "n_ref": 947 + }, + "4": { + "Dice": 0.8930232558139535, + "FN": 708, + "FP": 442, + "IoU": 0.8067226890756303, + "TN": 1045442, + "TP": 4800, + "n_pred": 5242, + "n_ref": 5508 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9602702968783057, + "FN": 9745, + "FP": 9222, + "IoU": 0.9235768623279502, + "TN": 803208, + "TP": 229217, + "n_pred": 238439, + "n_ref": 238962 + }, + "7": { + "Dice": 0.9387716627469094, + "FN": 5805, + "FP": 7186, + "IoU": 0.8846085519887726, + "TN": 938810, + "TP": 99591, + "n_pred": 106777, + "n_ref": 105396 + }, + "8": { + "Dice": 0.7821401077752117, + "FN": 0, + "FP": 1698, + "IoU": 0.6422250316055625, + "TN": 1046646, + "TP": 3048, + "n_pred": 4746, + "n_ref": 3048 + }, + "9": { + "Dice": 0.8591776798825257, + "FN": 1844, + "FP": 74, + "IoU": 0.7531213798429657, + "TN": 1043623, + "TP": 5851, + "n_pred": 5925, + "n_ref": 7695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9251930807604756, + "FN": 797, + "FP": 19282, + "IoU": 0.860799334465666, + "TN": 1082379, + "TP": 124166, + "n_pred": 143448, + "n_ref": 124963 + }, + "10": { + "Dice": 0.6965461267923168, + "FN": 5315, + "FP": 11510, + "IoU": 0.5343849453438495, + "TN": 1190489, + "TP": 19310, + "n_pred": 30820, + "n_ref": 24625 + }, + "11": { + "Dice": 0.0, + "FN": 39, + "FP": 0, + "IoU": 0.0, + "TN": 1226585, + "TP": 0, + "n_pred": 0, + "n_ref": 39 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 1226615, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "13": { + "Dice": 0.7907235809408071, + "FN": 5483, + "FP": 2783, + "IoU": 0.6538815844569131, + "TN": 1202742, + "TP": 15616, + "n_pred": 18399, + "n_ref": 21099 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.4219789356984479, + "FN": 10430, + "FP": 64648, + "IoU": 0.2674102046193027, + "TN": 1124141, + "TP": 27405, + "n_pred": 92053, + "n_ref": 37835 + }, + "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": 0.7341999103541013, + "FN": 95, + "FP": 498, + "IoU": 0.580028328611898, + "TN": 1225212, + "TP": 819, + "n_pred": 1317, + "n_ref": 914 + }, + "5": { + "Dice": 0.5148514851485149, + "FN": 45, + "FP": 4, + "IoU": 0.3466666666666667, + "TN": 1226549, + "TP": 26, + "n_pred": 30, + "n_ref": 71 + }, + "6": { + "Dice": 0.9011252704102964, + "FN": 2805, + "FP": 2634, + "IoU": 0.8200436739015352, + "TN": 1196400, + "TP": 24785, + "n_pred": 27419, + "n_ref": 27590 + }, + "7": { + "Dice": 0.7842687509924661, + "FN": 38263, + "FP": 10645, + "IoU": 0.6451004295831883, + "TN": 1088816, + "TP": 88900, + "n_pred": 99545, + "n_ref": 127163 + }, + "8": { + "Dice": 0.9147235905856596, + "FN": 146, + "FP": 2191, + "IoU": 0.8428484970748437, + "TN": 1211753, + "TP": 12534, + "n_pred": 14725, + "n_ref": 12680 + }, + "9": { + "Dice": 0.8583658084712196, + "FN": 1264, + "FP": 953, + "IoU": 0.7518746502518187, + "TN": 1217689, + "TP": 6718, + "n_pred": 7671, + "n_ref": 7982 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8818535550053059, + "FN": 3022, + "FP": 5662, + "IoU": 0.7886744701043974, + "TN": 1185531, + "TP": 32409, + "n_pred": 38071, + "n_ref": 35431 + }, + "10": { + "Dice": 0.5459417859989556, + "FN": 30770, + "FP": 2270, + "IoU": 0.37546074891783077, + "TN": 1173721, + "TP": 19863, + "n_pred": 22133, + "n_ref": 50633 + }, + "11": { + "Dice": 0.0, + "FN": 417, + "FP": 0, + "IoU": 0.0, + "TN": 1226207, + "TP": 0, + "n_pred": 0, + "n_ref": 417 + }, + "12": { + "Dice": 0.0, + "FN": 16, + "FP": 45, + "IoU": 0.0, + "TN": 1226563, + "TP": 0, + "n_pred": 45, + "n_ref": 16 + }, + "13": { + "Dice": 0.4595407380852801, + "FN": 18848, + "FP": 8289, + "IoU": 0.29831411284066817, + "TN": 1187950, + "TP": 11537, + "n_pred": 19826, + "n_ref": 30385 + }, + "14": { + "Dice": 0.6746672941668628, + "FN": 4209, + "FP": 8234, + "IoU": 0.5090550404419018, + "TN": 1201279, + "TP": 12902, + "n_pred": 21136, + "n_ref": 17111 + }, + "15": { + "Dice": 0.43000120583624746, + "FN": 8684, + "FP": 770, + "IoU": 0.2738863287250384, + "TN": 1213604, + "TP": 3566, + "n_pred": 4336, + "n_ref": 12250 + }, + "2": { + "Dice": 0.613933285825783, + "FN": 55430, + "FP": 1455, + "IoU": 0.4429319884444009, + "TN": 1124509, + "TP": 45230, + "n_pred": 46685, + "n_ref": 100660 + }, + "3": { + "Dice": 0.7473038992989789, + "FN": 4503, + "FP": 31652, + "IoU": 0.596556418496697, + "TN": 1137008, + "TP": 53461, + "n_pred": 85113, + "n_ref": 57964 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 1226597, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 183, + "IoU": 0.0, + "TN": 1226441, + "TP": 0, + "n_pred": 183, + "n_ref": 0 + }, + "6": { + "Dice": 0.8855255085488891, + "FN": 11058, + "FP": 24581, + "IoU": 0.7945677674469545, + "TN": 1053141, + "TP": 137844, + "n_pred": 162425, + "n_ref": 148902 + }, + "7": { + "Dice": 0.7808009073685025, + "FN": 28816, + "FP": 5198, + "IoU": 0.6404211683616297, + "TN": 1132030, + "TP": 60580, + "n_pred": 65778, + "n_ref": 89396 + }, + "8": { + "Dice": 0.8559975949493938, + "FN": 2690, + "FP": 184, + "IoU": 0.7482480728801681, + "TN": 1215208, + "TP": 8542, + "n_pred": 8726, + "n_ref": 11232 + }, + "9": { + "Dice": 0.6342566840953758, + "FN": 1768, + "FP": 8095, + "IoU": 0.46440401846320933, + "TN": 1208209, + "TP": 8552, + "n_pred": 16647, + "n_ref": 10320 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7679031427099433, + "FN": 7795, + "FP": 1215, + "IoU": 0.6232490068994355, + "TN": 1377941, + "TP": 14905, + "n_pred": 16120, + "n_ref": 22700 + }, + "10": { + "Dice": 0.7613787714656106, + "FN": 8098, + "FP": 5339, + "IoU": 0.6146986293513792, + "TN": 1366982, + "TP": 21437, + "n_pred": 26776, + "n_ref": 29535 + }, + "11": { + "Dice": 0.18555555555555556, + "FN": 931, + "FP": 535, + "IoU": 0.10226576852418862, + "TN": 1400223, + "TP": 167, + "n_pred": 702, + "n_ref": 1098 + }, + "12": { + "Dice": 0.31680773881499397, + "FN": 996, + "FP": 134, + "IoU": 0.1882183908045977, + "TN": 1400464, + "TP": 262, + "n_pred": 396, + "n_ref": 1258 + }, + "13": { + "Dice": 0.5947658323582294, + "FN": 6716, + "FP": 7483, + "IoU": 0.42325033510703114, + "TN": 1377237, + "TP": 10420, + "n_pred": 17903, + "n_ref": 17136 + }, + "14": { + "Dice": 0.691370100067715, + "FN": 1805, + "FP": 14603, + "IoU": 0.5283159891910538, + "TN": 1367070, + "TP": 18378, + "n_pred": 32981, + "n_ref": 20183 + }, + "15": { + "Dice": 0.7995165684030131, + "FN": 9875, + "FP": 21477, + "IoU": 0.6659955042773286, + "TN": 1307989, + "TP": 62515, + "n_pred": 83992, + "n_ref": 72390 + }, + "2": { + "Dice": 0.8877661650548593, + "FN": 1442, + "FP": 3734, + "IoU": 0.7981830233555581, + "TN": 1376209, + "TP": 20471, + "n_pred": 24205, + "n_ref": 21913 + }, + "3": { + "Dice": 0.8675181775455475, + "FN": 6623, + "FP": 2961, + "IoU": 0.7660327612723677, + "TN": 1360893, + "TP": 31379, + "n_pred": 34340, + "n_ref": 38002 + }, + "4": { + "Dice": 0.5509706744065058, + "FN": 444, + "FP": 15955, + "IoU": 0.3802343159486017, + "TN": 1375396, + "TP": 10061, + "n_pred": 26016, + "n_ref": 10505 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9286344936411625, + "FN": 14968, + "FP": 23022, + "IoU": 0.8667765465002104, + "TN": 1116696, + "TP": 247170, + "n_pred": 270192, + "n_ref": 262138 + }, + "7": { + "Dice": 0.8777885627125833, + "FN": 7773, + "FP": 7210, + "IoU": 0.7821953453213356, + "TN": 1333065, + "TP": 53808, + "n_pred": 61018, + "n_ref": 61581 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9046501083177994, + "FN": 3665, + "FP": 5798, + "IoU": 0.825900577694374, + "TN": 1347502, + "TP": 44891, + "n_pred": 50689, + "n_ref": 48556 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9016029016029016, + "FN": 546, + "FP": 295, + "IoU": 0.8208351086493396, + "TN": 1747626, + "TP": 3853, + "n_pred": 4148, + "n_ref": 4399 + }, + "10": { + "Dice": 0.8552721320420134, + "FN": 5573, + "FP": 7159, + "IoU": 0.7471401334604385, + "TN": 1701968, + "TP": 37620, + "n_pred": 44779, + "n_ref": 43193 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 1752281, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "12": { + "Dice": 0.532016008004002, + "FN": 1418, + "FP": 2324, + "IoU": 0.36241267677628214, + "TN": 1746451, + "TP": 2127, + "n_pred": 4451, + "n_ref": 3545 + }, + "13": { + "Dice": 0.7751662427603959, + "FN": 2082, + "FP": 5255, + "IoU": 0.632874655991994, + "TN": 1732335, + "TP": 12648, + "n_pred": 17903, + "n_ref": 14730 + }, + "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": 37, + "IoU": 0.0, + "TN": 1752283, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 1752275, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "3": { + "Dice": 0.9702909117872414, + "FN": 2897, + "FP": 1911, + "IoU": 0.9422961522767096, + "TN": 1668998, + "TP": 78514, + "n_pred": 80425, + "n_ref": 81411 + }, + "4": { + "Dice": 0.9253869884517731, + "FN": 1535, + "FP": 1198, + "IoU": 0.8611351049235303, + "TN": 1732639, + "TP": 16948, + "n_pred": 18146, + "n_ref": 18483 + }, + "5": { + "Dice": 0.49541650059784775, + "FN": 4683, + "FP": 381, + "IoU": 0.3292715231788079, + "TN": 1744770, + "TP": 2486, + "n_pred": 2867, + "n_ref": 7169 + }, + "6": { + "Dice": 0.8724250639775002, + "FN": 1244, + "FP": 3791, + "IoU": 0.7737180351444879, + "TN": 1730069, + "TP": 17216, + "n_pred": 21007, + "n_ref": 18460 + }, + "7": { + "Dice": 0.9041896082008656, + "FN": 9126, + "FP": 2585, + "IoU": 0.8251332666377984, + "TN": 1685349, + "TP": 55260, + "n_pred": 57845, + "n_ref": 64386 + }, + "8": { + "Dice": 0.9300914852168767, + "FN": 882, + "FP": 1953, + "IoU": 0.8693187056328939, + "TN": 1730626, + "TP": 18859, + "n_pred": 20812, + "n_ref": 19741 + }, + "9": { + "Dice": 0.7843839541547278, + "FN": 286, + "FP": 918, + "IoU": 0.6452563347083088, + "TN": 1748926, + "TP": 2190, + "n_pred": 3108, + "n_ref": 2476 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8034800409416581, + "FN": 759, + "FP": 9, + "IoU": 0.6715141146278871, + "TN": 1574750, + "TP": 1570, + "n_pred": 1579, + "n_ref": 2329 + }, + "10": { + "Dice": 0.6347984696147344, + "FN": 9694, + "FP": 6724, + "IoU": 0.46498517287450714, + "TN": 1546401, + "TP": 14269, + "n_pred": 20993, + "n_ref": 23963 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 1577059, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6265445462114905, + "FN": 3313, + "FP": 7900, + "IoU": 0.45618119210436975, + "TN": 1556469, + "TP": 9406, + "n_pred": 17306, + "n_ref": 12719 + }, + "14": { + "Dice": 0.9304925941549376, + "FN": 8280, + "FP": 3419, + "IoU": 0.8700197764593471, + "TN": 1487082, + "TP": 78307, + "n_pred": 81726, + "n_ref": 86587 + }, + "15": { + "Dice": 0.6004555808656037, + "FN": 1190, + "FP": 564, + "IoU": 0.4290364583333333, + "TN": 1574016, + "TP": 1318, + "n_pred": 1882, + "n_ref": 2508 + }, + "2": { + "Dice": 0.9505912162162162, + "FN": 24, + "FP": 210, + "IoU": 0.9058350100603622, + "TN": 1574603, + "TP": 2251, + "n_pred": 2461, + "n_ref": 2275 + }, + "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": 44, + "IoU": 0.0, + "TN": 1577044, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "5": { + "Dice": 0.5255686154785529, + "FN": 3762, + "FP": 2454, + "IoU": 0.356455119577596, + "TN": 1567429, + "TP": 3443, + "n_pred": 5897, + "n_ref": 7205 + }, + "6": { + "Dice": 0.9012644838981481, + "FN": 12697, + "FP": 53393, + "IoU": 0.8202742795606524, + "TN": 1209361, + "TP": 301637, + "n_pred": 355030, + "n_ref": 314334 + }, + "7": { + "Dice": 0.0, + "FN": 480, + "FP": 52837, + "IoU": 0.0, + "TN": 1523771, + "TP": 0, + "n_pred": 52837, + "n_ref": 480 + }, + "8": { + "Dice": 0.9612689795572144, + "FN": 964, + "FP": 1319, + "IoU": 0.9254262755602012, + "TN": 1546474, + "TP": 28331, + "n_pred": 29650, + "n_ref": 29295 + }, + "9": { + "Dice": 0.8739758781954359, + "FN": 5304, + "FP": 1864, + "IoU": 0.7761608843643631, + "TN": 1545065, + "TP": 24855, + "n_pred": 26719, + "n_ref": 30159 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9663770005644912, + "FN": 1374, + "FP": 2855, + "IoU": 0.934941464240112, + "TN": 4315797, + "TP": 60774, + "n_pred": 63629, + "n_ref": 62148 + }, + "10": { + "Dice": 0.7464520595361717, + "FN": 4018, + "FP": 4772, + "IoU": 0.5954714897142068, + "TN": 4359071, + "TP": 12939, + "n_pred": 17711, + "n_ref": 16957 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.48297213622291024, + "FN": 26, + "FP": 141, + "IoU": 0.3183673469387755, + "TN": 4380555, + "TP": 78, + "n_pred": 219, + "n_ref": 104 + }, + "13": { + "Dice": 0.009647979139504563, + "FN": 5808, + "FP": 1788, + "IoU": 0.004847373247740076, + "TN": 4373167, + "TP": 37, + "n_pred": 1825, + "n_ref": 5845 + }, + "14": { + "Dice": 0.4520612684079497, + "FN": 79923, + "FP": 49933, + "IoU": 0.29204080186236187, + "TN": 4197377, + "TP": 53567, + "n_pred": 103500, + "n_ref": 133490 + }, + "15": { + "Dice": 0.8939472322814278, + "FN": 556, + "FP": 1494, + "IoU": 0.8082319925163705, + "TN": 4370110, + "TP": 8640, + "n_pred": 10134, + "n_ref": 9196 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 4380763, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "3": { + "Dice": 0.9655294936265342, + "FN": 3685, + "FP": 3300, + "IoU": 0.9333562316932383, + "TN": 4275989, + "TP": 97826, + "n_pred": 101126, + "n_ref": 101511 + }, + "4": { + "Dice": 0.0, + "FN": 3990, + "FP": 0, + "IoU": 0.0, + "TN": 4376810, + "TP": 0, + "n_pred": 0, + "n_ref": 3990 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8432590326219199, + "FN": 2137, + "FP": 54420, + "IoU": 0.7289955628815394, + "TN": 4172106, + "TP": 152137, + "n_pred": 206557, + "n_ref": 154274 + }, + "7": { + "Dice": 0.9350515597006683, + "FN": 6178, + "FP": 39101, + "IoU": 0.8780251928796172, + "TN": 4009584, + "TP": 325937, + "n_pred": 365038, + "n_ref": 332115 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 10, + "FP": 0, + "IoU": 0.0, + "TN": 4380790, + "TP": 0, + "n_pred": 0, + "n_ref": 10 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6234642905359795, + "FN": 1633, + "FP": 1156, + "IoU": 0.45292271479011376, + "TN": 1747222, + "TP": 2309, + "n_pred": 3465, + "n_ref": 3942 + }, + "10": { + "Dice": 0.4647706159782764, + "FN": 2411, + "FP": 1334, + "IoU": 0.302736920498976, + "TN": 1746949, + "TP": 1626, + "n_pred": 2960, + "n_ref": 4037 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 499, + "IoU": 0.0, + "TN": 1751821, + "TP": 0, + "n_pred": 499, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 263, + "IoU": 0.0, + "TN": 1752057, + "TP": 0, + "n_pred": 263, + "n_ref": 0 + }, + "13": { + "Dice": 0.6526238532110091, + "FN": 4385, + "FP": 14547, + "IoU": 0.4843664887242619, + "TN": 1715604, + "TP": 17784, + "n_pred": 32331, + "n_ref": 22169 + }, + "14": { + "Dice": 0.7334754797441365, + "FN": 975, + "FP": 775, + "IoU": 0.5791245791245792, + "TN": 1748162, + "TP": 2408, + "n_pred": 3183, + "n_ref": 3383 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 14034, + "IoU": 0.0, + "TN": 1738286, + "TP": 0, + "n_pred": 14034, + "n_ref": 0 + }, + "2": { + "Dice": 0.9366104067822976, + "FN": 409, + "FP": 406, + "IoU": 0.8807782328847279, + "TN": 1745484, + "TP": 6021, + "n_pred": 6427, + "n_ref": 6430 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 1752248, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8445, + "IoU": 0.0, + "TN": 1743875, + "TP": 0, + "n_pred": 8445, + "n_ref": 0 + }, + "5": { + "Dice": 0.26762886597938146, + "FN": 13596, + "FP": 612, + "IoU": 0.15448702689835753, + "TN": 1735516, + "TP": 2596, + "n_pred": 3208, + "n_ref": 16192 + }, + "6": { + "Dice": 0.8912795826944985, + "FN": 4662, + "FP": 8031, + "IoU": 0.8038812750112019, + "TN": 1687599, + "TP": 52028, + "n_pred": 60059, + "n_ref": 56690 + }, + "7": { + "Dice": 0.8375868995714034, + "FN": 17090, + "FP": 455, + "IoU": 0.7205587232822603, + "TN": 1689534, + "TP": 45241, + "n_pred": 45696, + "n_ref": 62331 + }, + "8": { + "Dice": 0.4263248662710824, + "FN": 38849, + "FP": 403, + "IoU": 0.270910340472166, + "TN": 1698483, + "TP": 14585, + "n_pred": 14988, + "n_ref": 53434 + }, + "9": { + "Dice": 0.8582480658847018, + "FN": 3091, + "FP": 2589, + "IoU": 0.7516939890710382, + "TN": 1729445, + "TP": 17195, + "n_pred": 19784, + "n_ref": 20286 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9512213850041898, + "FN": 2720, + "FP": 11891, + "IoU": 0.9069801494836829, + "TN": 2120942, + "TP": 142463, + "n_pred": 154354, + "n_ref": 145183 + }, + "10": { + "Dice": 0.8679947946973624, + "FN": 1880, + "FP": 10597, + "IoU": 0.7667763280870313, + "TN": 2224518, + "TP": 41021, + "n_pred": 51618, + "n_ref": 42901 + }, + "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": 79, + "IoU": 0.0, + "TN": 2277937, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "13": { + "Dice": 0.7415450487637651, + "FN": 8110, + "FP": 10361, + "IoU": 0.5892503724788187, + "TN": 2233047, + "TP": 26498, + "n_pred": 36859, + "n_ref": 34608 + }, + "14": { + "Dice": 0.4314781807151289, + "FN": 483539, + "FP": 7, + "IoU": 0.27508586454465184, + "TN": 1610977, + "TP": 183493, + "n_pred": 183500, + "n_ref": 667032 + }, + "15": { + "Dice": 0.6080265976319698, + "FN": 58010, + "FP": 1646, + "IoU": 0.4368090630162851, + "TN": 2172091, + "TP": 46269, + "n_pred": 47915, + "n_ref": 104279 + }, + "2": { + "Dice": 0.9581992518662507, + "FN": 2027, + "FP": 532, + "IoU": 0.9197528928470633, + "TN": 2246127, + "TP": 29330, + "n_pred": 29862, + "n_ref": 31357 + }, + "3": { + "Dice": 0.9253241362655276, + "FN": 8465, + "FP": 11325, + "IoU": 0.861026256838084, + "TN": 2135615, + "TP": 122611, + "n_pred": 133936, + "n_ref": 131076 + }, + "4": { + "Dice": 0.7848509266720387, + "FN": 345, + "FP": 456, + "IoU": 0.6458885941644562, + "TN": 2275754, + "TP": 1461, + "n_pred": 1917, + "n_ref": 1806 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2946974402563013, + "FN": 1772, + "FP": 84526, + "IoU": 0.17281240714292562, + "TN": 2173689, + "TP": 18029, + "n_pred": 102555, + "n_ref": 19801 + }, + "7": { + "Dice": 0.5081010167267956, + "FN": 1237, + "FP": 13761, + "IoU": 0.34057333802321493, + "TN": 2255272, + "TP": 7746, + "n_pred": 21507, + "n_ref": 8983 + }, + "8": { + "Dice": 0.9757311761045426, + "FN": 116, + "FP": 235, + "IoU": 0.9526123936816525, + "TN": 2270609, + "TP": 7056, + "n_pred": 7291, + "n_ref": 7172 + }, + "9": { + "Dice": 0.8725332686653127, + "FN": 2947, + "FP": 1258, + "IoU": 0.7738882615475614, + "TN": 2259419, + "TP": 14392, + "n_pred": 15650, + "n_ref": 17339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9727018062050939, + "FN": 506, + "FP": 1823, + "IoU": 0.9468543915295621, + "TN": 1182801, + "TP": 41494, + "n_pred": 43317, + "n_ref": 42000 + }, + "10": { + "Dice": 0.7918785335846105, + "FN": 2799, + "FP": 3054, + "IoU": 0.6554626795384978, + "TN": 1209636, + "TP": 11135, + "n_pred": 14189, + "n_ref": 13934 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 1226596, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "12": { + "Dice": 0.2764976958525346, + "FN": 435, + "FP": 36, + "IoU": 0.16042780748663102, + "TN": 1226063, + "TP": 90, + "n_pred": 126, + "n_ref": 525 + }, + "13": { + "Dice": 0.568066677561693, + "FN": 19230, + "FP": 1914, + "IoU": 0.3967130792056608, + "TN": 1191576, + "TP": 13904, + "n_pred": 15818, + "n_ref": 33134 + }, + "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": 0.9228698131137155, + "FN": 594, + "FP": 1354, + "IoU": 0.8567857667990001, + "TN": 1213022, + "TP": 11654, + "n_pred": 13008, + "n_ref": 12248 + }, + "3": { + "Dice": 0.949035946129251, + "FN": 12, + "FP": 1040, + "IoU": 0.9030146584309026, + "TN": 1215777, + "TP": 9795, + "n_pred": 10835, + "n_ref": 9807 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1379, + "IoU": 0.0, + "TN": 1225245, + "TP": 0, + "n_pred": 1379, + "n_ref": 0 + }, + "5": { + "Dice": 0.5993265993265994, + "FN": 197, + "FP": 160, + "IoU": 0.42788461538461536, + "TN": 1226000, + "TP": 267, + "n_pred": 427, + "n_ref": 464 + }, + "6": { + "Dice": 0.9558154660807572, + "FN": 14614, + "FP": 4611, + "IoU": 0.9153702578730972, + "TN": 999458, + "TP": 207941, + "n_pred": 212552, + "n_ref": 222555 + }, + "7": { + "Dice": 0.9581786025337558, + "FN": 4365, + "FP": 3462, + "IoU": 0.9197148425479537, + "TN": 1129134, + "TP": 89663, + "n_pred": 93125, + "n_ref": 94028 + }, + "8": { + "Dice": 0.9319727891156463, + "FN": 197, + "FP": 83, + "IoU": 0.8726114649681529, + "TN": 1224426, + "TP": 1918, + "n_pred": 2001, + "n_ref": 2115 + }, + "9": { + "Dice": 0.9151842971058941, + "FN": 1120, + "FP": 1922, + "IoU": 0.843631129844762, + "TN": 1207170, + "TP": 16412, + "n_pred": 18334, + "n_ref": 17532 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9459258783951013, + "FN": 460, + "FP": 5439, + "IoU": 0.897399773893382, + "TN": 1344361, + "TP": 51596, + "n_pred": 57035, + "n_ref": 52056 + }, + "10": { + "Dice": 0.8391119711874429, + "FN": 5045, + "FP": 3934, + "IoU": 0.7228190405630672, + "TN": 1369462, + "TP": 23415, + "n_pred": 27349, + "n_ref": 28460 + }, + "11": { + "Dice": 0.44509948415622697, + "FN": 2088, + "FP": 171, + "IoU": 0.2862559241706161, + "TN": 1398691, + "TP": 906, + "n_pred": 1077, + "n_ref": 2994 + }, + "12": { + "Dice": 0.0, + "FN": 33, + "FP": 105, + "IoU": 0.0, + "TN": 1401718, + "TP": 0, + "n_pred": 105, + "n_ref": 33 + }, + "13": { + "Dice": 0.5840809314754725, + "FN": 4776, + "FP": 1761, + "IoU": 0.41251011054192505, + "TN": 1390729, + "TP": 4590, + "n_pred": 6351, + "n_ref": 9366 + }, + "14": { + "Dice": 0.0, + "FN": 18, + "FP": 34, + "IoU": 0.0, + "TN": 1401804, + "TP": 0, + "n_pred": 34, + "n_ref": 18 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9250599132068139, + "FN": 1390, + "FP": 924, + "IoU": 0.8605688117618703, + "TN": 1385260, + "TP": 14282, + "n_pred": 15206, + "n_ref": 15672 + }, + "3": { + "Dice": 0.8367514356029533, + "FN": 3, + "FP": 196, + "IoU": 0.7193229901269393, + "TN": 1401147, + "TP": 510, + "n_pred": 706, + "n_ref": 513 + }, + "4": { + "Dice": 0.7570346320346321, + "FN": 401, + "FP": 497, + "IoU": 0.609055289508054, + "TN": 1399559, + "TP": 1399, + "n_pred": 1896, + "n_ref": 1800 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9595500565495251, + "FN": 3624, + "FP": 8250, + "IoU": 0.9222452868490154, + "TN": 1249145, + "TP": 140837, + "n_pred": 149087, + "n_ref": 144461 + }, + "7": { + "Dice": 0.9615131329731745, + "FN": 4767, + "FP": 8441, + "IoU": 0.925878952832571, + "TN": 1223661, + "TP": 164987, + "n_pred": 173428, + "n_ref": 169754 + }, + "8": { + "Dice": 0.7496498153571883, + "FN": 3429, + "FP": 4435, + "IoU": 0.5995518891944189, + "TN": 1382218, + "TP": 11774, + "n_pred": 16209, + "n_ref": 15203 + }, + "9": { + "Dice": 0.8932743997132959, + "FN": 2560, + "FP": 1907, + "IoU": 0.8071326799360995, + "TN": 1378695, + "TP": 18694, + "n_pred": 20601, + "n_ref": 21254 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9698237164253197, + "FN": 2679, + "FP": 5892, + "IoU": 0.941415301330818, + "TN": 3533571, + "TP": 137730, + "n_pred": 143622, + "n_ref": 140409 + }, + "10": { + "Dice": 0.8872053363918988, + "FN": 3033, + "FP": 704, + "IoU": 0.7972767711836823, + "TN": 3661438, + "TP": 14697, + "n_pred": 15401, + "n_ref": 17730 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1280, + "IoU": 0.0, + "TN": 3678592, + "TP": 0, + "n_pred": 1280, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 119, + "IoU": 0.0, + "TN": 3679753, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "13": { + "Dice": 0.5522449746383619, + "FN": 2046, + "FP": 9871, + "IoU": 0.3814491850929098, + "TN": 3660606, + "TP": 7349, + "n_pred": 17220, + "n_ref": 9395 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2461, + "IoU": 0.0, + "TN": 3677411, + "TP": 0, + "n_pred": 2461, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0257218215344397, + "FN": 121302, + "FP": 3921, + "IoU": 0.013028468741133075, + "TN": 3552996, + "TP": 1653, + "n_pred": 5574, + "n_ref": 122955 + }, + "3": { + "Dice": 0.6649393643070451, + "FN": 10250, + "FP": 116871, + "IoU": 0.4980592989785161, + "TN": 3426613, + "TP": 126138, + "n_pred": 243009, + "n_ref": 136388 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 109, + "IoU": 0.0, + "TN": 3679763, + "TP": 0, + "n_pred": 109, + "n_ref": 0 + }, + "5": { + "Dice": 0.46842714360862703, + "FN": 25116, + "FP": 147, + "IoU": 0.3058471176567566, + "TN": 3643478, + "TP": 11131, + "n_pred": 11278, + "n_ref": 36247 + }, + "6": { + "Dice": 0.953704243565881, + "FN": 17704, + "FP": 13263, + "IoU": 0.9115054110667532, + "TN": 3329941, + "TP": 318964, + "n_pred": 332227, + "n_ref": 336668 + }, + "7": { + "Dice": 0.88337648191706, + "FN": 15947, + "FP": 43155, + "IoU": 0.7911139857000979, + "TN": 3396933, + "TP": 223837, + "n_pred": 266992, + "n_ref": 239784 + }, + "8": { + "Dice": 0.954104920902895, + "FN": 3727, + "FP": 677, + "IoU": 0.9122376995277097, + "TN": 3629691, + "TP": 45777, + "n_pred": 46454, + "n_ref": 49504 + }, + "9": { + "Dice": 0.9035637452062483, + "FN": 760, + "FP": 271, + "IoU": 0.8240914519706535, + "TN": 3674011, + "TP": 4830, + "n_pred": 5101, + "n_ref": 5590 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9448046550290939, + "FN": 3974, + "FP": 1338, + "IoU": 0.8953836458169214, + "TN": 2227240, + "TP": 45464, + "n_pred": 46802, + "n_ref": 49438 + }, + "10": { + "Dice": 0.7871737383138034, + "FN": 4633, + "FP": 398, + "IoU": 0.6490408092082316, + "TN": 2263681, + "TP": 9304, + "n_pred": 9702, + "n_ref": 13937 + }, + "11": { + "Dice": 0.6513895660653339, + "FN": 1547, + "FP": 598, + "IoU": 0.48300795372378885, + "TN": 2273867, + "TP": 2004, + "n_pred": 2602, + "n_ref": 3551 + }, + "12": { + "Dice": 0.18840579710144928, + "FN": 869, + "FP": 363, + "IoU": 0.104, + "TN": 2276641, + "TP": 143, + "n_pred": 506, + "n_ref": 1012 + }, + "13": { + "Dice": 0.823873236220832, + "FN": 1669, + "FP": 2188, + "IoU": 0.7004969715794378, + "TN": 2265138, + "TP": 9021, + "n_pred": 11209, + "n_ref": 10690 + }, + "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": 1894, + "IoU": 0.0, + "TN": 2276122, + "TP": 0, + "n_pred": 1894, + "n_ref": 0 + }, + "2": { + "Dice": 0.9679354265402843, + "FN": 1148, + "FP": 584, + "IoU": 0.9378632417306451, + "TN": 2250142, + "TP": 26142, + "n_pred": 26726, + "n_ref": 27290 + }, + "3": { + "Dice": 0.970373550880206, + "FN": 173, + "FP": 172, + "IoU": 0.9424520433694745, + "TN": 2272021, + "TP": 5650, + "n_pred": 5822, + "n_ref": 5823 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 7551, + "IoU": 0.0, + "TN": 2270465, + "TP": 0, + "n_pred": 7551, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 2278014, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "6": { + "Dice": 0.9017206352442603, + "FN": 3359, + "FP": 10138, + "IoU": 0.8210302990121329, + "TN": 2202601, + "TP": 61918, + "n_pred": 72056, + "n_ref": 65277 + }, + "7": { + "Dice": 0.964432890374047, + "FN": 15640, + "FP": 9096, + "IoU": 0.931308923786118, + "TN": 1917911, + "TP": 335369, + "n_pred": 344465, + "n_ref": 351009 + }, + "8": { + "Dice": 0.8853323781768451, + "FN": 1276, + "FP": 5767, + "IoU": 0.7942568357092779, + "TN": 2243784, + "TP": 27189, + "n_pred": 32956, + "n_ref": 28465 + }, + "9": { + "Dice": 0.969362261669954, + "FN": 1518, + "FP": 1045, + "IoU": 0.9405460576677724, + "TN": 2234907, + "TP": 40546, + "n_pred": 41591, + "n_ref": 42064 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1329, + "IoU": 0.0, + "TN": 1225295, + "TP": 0, + "n_pred": 1329, + "n_ref": 0 + }, + "10": { + "Dice": 0.890782000873744, + "FN": 655, + "FP": 845, + "IoU": 0.803072075620323, + "TN": 1219007, + "TP": 6117, + "n_pred": 6962, + "n_ref": 6772 + }, + "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": 0.8446511627906976, + "FN": 2264, + "FP": 575, + "IoU": 0.7310789049919485, + "TN": 1216067, + "TP": 7718, + "n_pred": 8293, + "n_ref": 9982 + }, + "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": 0.8228721445837135, + "FN": 1319, + "FP": 9746, + "IoU": 0.6990507792313759, + "TN": 1189857, + "TP": 25702, + "n_pred": 35448, + "n_ref": 27021 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 17, + "FP": 0, + "IoU": 0.0, + "TN": 1226607, + "TP": 0, + "n_pred": 0, + "n_ref": 17 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.980776305506758, + "FN": 5024, + "FP": 3807, + "IoU": 0.9622777716077332, + "TN": 992518, + "TP": 225275, + "n_pred": 229082, + "n_ref": 230299 + }, + "7": { + "Dice": 0.8604143126177024, + "FN": 6289, + "FP": 8535, + "IoU": 0.7550237969328397, + "TN": 1166112, + "TP": 45688, + "n_pred": 54223, + "n_ref": 51977 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9293273401151328, + "FN": 1197, + "FP": 3284, + "IoU": 0.8679845623545356, + "TN": 1893609, + "TP": 29462, + "n_pred": 32746, + "n_ref": 30659 + }, + "10": { + "Dice": 0.8327990516930371, + "FN": 26656, + "FP": 5786, + "IoU": 0.7135010067469709, + "TN": 1814316, + "TP": 80794, + "n_pred": 86580, + "n_ref": 107450 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2424, + "FP": 0, + "IoU": 0.0, + "TN": 1925128, + "TP": 0, + "n_pred": 0, + "n_ref": 2424 + }, + "13": { + "Dice": 0.36435293597843854, + "FN": 68643, + "FP": 3290, + "IoU": 0.2227576743130666, + "TN": 1835003, + "TP": 20616, + "n_pred": 23906, + "n_ref": 89259 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1170, + "IoU": 0.0, + "TN": 1926382, + "TP": 0, + "n_pred": 1170, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 13693, + "IoU": 0.0, + "TN": 1913859, + "TP": 0, + "n_pred": 13693, + "n_ref": 0 + }, + "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": 0.00228675966155957, + "FN": 191, + "FP": 12898, + "IoU": 0.0011446886446886447, + "TN": 1914448, + "TP": 15, + "n_pred": 12913, + "n_ref": 206 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9162971286393643, + "FN": 1839, + "FP": 14847, + "IoU": 0.8455243156169863, + "TN": 1819535, + "TP": 91331, + "n_pred": 106178, + "n_ref": 93170 + }, + "7": { + "Dice": 0.8805860960832325, + "FN": 9541, + "FP": 58200, + "IoU": 0.7866492393940349, + "TN": 1610042, + "TP": 249769, + "n_pred": 307969, + "n_ref": 259310 + }, + "8": { + "Dice": 0.8571428571428571, + "FN": 15, + "FP": 57, + "IoU": 0.75, + "TN": 1927264, + "TP": 216, + "n_pred": 273, + "n_ref": 231 + }, + "9": { + "Dice": 0.886841662460037, + "FN": 67, + "FP": 2623, + "IoU": 0.7966895926233845, + "TN": 1914321, + "TP": 10541, + "n_pred": 13164, + "n_ref": 10608 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.834008998186706, + "FN": 37817, + "FP": 27818, + "IoU": 0.715279103260398, + "TN": 3449348, + "TP": 164889, + "n_pred": 192707, + "n_ref": 202706 + }, + "10": { + "Dice": 0.8870062207683613, + "FN": 5821, + "FP": 6476, + "IoU": 0.7969552366956723, + "TN": 3619309, + "TP": 48266, + "n_pred": 54742, + "n_ref": 54087 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 320, + "IoU": 0.0, + "TN": 3679552, + "TP": 0, + "n_pred": 320, + "n_ref": 0 + }, + "12": { + "Dice": 0.04838709677419355, + "FN": 5932, + "FP": 440, + "IoU": 0.024793388429752067, + "TN": 3673338, + "TP": 162, + "n_pred": 602, + "n_ref": 6094 + }, + "13": { + "Dice": 0.5718421099655129, + "FN": 10062, + "FP": 13899, + "IoU": 0.40040538511586005, + "TN": 3639910, + "TP": 16001, + "n_pred": 29900, + "n_ref": 26063 + }, + "14": { + "Dice": 0.0, + "FN": 279, + "FP": 0, + "IoU": 0.0, + "TN": 3679593, + "TP": 0, + "n_pred": 0, + "n_ref": 279 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9215835116049041, + "FN": 1987, + "FP": 8240, + "IoU": 0.854571050723092, + "TN": 3609549, + "TP": 60096, + "n_pred": 68336, + "n_ref": 62083 + }, + "3": { + "Dice": 0.9362468816409498, + "FN": 3961, + "FP": 179, + "IoU": 0.8801354990011292, + "TN": 3645333, + "TP": 30399, + "n_pred": 30578, + "n_ref": 34360 + }, + "4": { + "Dice": 0.7071227741330834, + "FN": 5090, + "FP": 1160, + "IoU": 0.5469372961217832, + "TN": 3666077, + "TP": 7545, + "n_pred": 8705, + "n_ref": 12635 + }, + "5": { + "Dice": 0.536397107749634, + "FN": 10145, + "FP": 306, + "IoU": 0.366490877129175, + "TN": 3663375, + "TP": 6046, + "n_pred": 6352, + "n_ref": 16191 + }, + "6": { + "Dice": 0.5652568849567615, + "FN": 16194, + "FP": 303993, + "IoU": 0.39397776440260285, + "TN": 3151530, + "TP": 208155, + "n_pred": 512148, + "n_ref": 224349 + }, + "7": { + "Dice": 0.793865427863974, + "FN": 39466, + "FP": 33128, + "IoU": 0.6581897627377213, + "TN": 3467491, + "TP": 139787, + "n_pred": 172915, + "n_ref": 179253 + }, + "8": { + "Dice": 0.9078755911240451, + "FN": 2147, + "FP": 1905, + "IoU": 0.8312931967690899, + "TN": 3655854, + "TP": 19966, + "n_pred": 21871, + "n_ref": 22113 + }, + "9": { + "Dice": 0.8183253819173164, + "FN": 3005, + "FP": 7924, + "IoU": 0.6925132937568579, + "TN": 3644329, + "TP": 24614, + "n_pred": 32538, + "n_ref": 27619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9381481779657915, + "FN": 1273, + "FP": 7178, + "IoU": 0.883501971271815, + "TN": 2030242, + "TP": 64091, + "n_pred": 71269, + "n_ref": 65364 + }, + "10": { + "Dice": 0.8065268575809013, + "FN": 7202, + "FP": 10465, + "IoU": 0.67578132168615, + "TN": 2048293, + "TP": 36824, + "n_pred": 47289, + "n_ref": 44026 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 91, + "IoU": 0.0, + "TN": 2102693, + "TP": 0, + "n_pred": 91, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 53, + "FP": 0, + "IoU": 0.0, + "TN": 2102731, + "TP": 0, + "n_pred": 0, + "n_ref": 53 + }, + "13": { + "Dice": 0.5494874066573852, + "FN": 2428, + "FP": 11810, + "IoU": 0.37882291348545, + "TN": 2079863, + "TP": 8683, + "n_pred": 20493, + "n_ref": 11111 + }, + "14": { + "Dice": 0.9449821763035466, + "FN": 1094, + "FP": 3459, + "IoU": 0.8957025702112063, + "TN": 2059130, + "TP": 39101, + "n_pred": 42560, + "n_ref": 40195 + }, + "15": { + "Dice": 0.8883421363464152, + "FN": 18065, + "FP": 6986, + "IoU": 0.799114696518929, + "TN": 1978081, + "TP": 99652, + "n_pred": 106638, + "n_ref": 117717 + }, + "2": { + "Dice": 0.9023482747727193, + "FN": 3820, + "FP": 24000, + "IoU": 0.8220715679063669, + "TN": 1946429, + "TP": 128535, + "n_pred": 152535, + "n_ref": 132355 + }, + "3": { + "Dice": 0.9473995675429612, + "FN": 2364, + "FP": 9191, + "IoU": 0.9000562210785797, + "TN": 1987169, + "TP": 104060, + "n_pred": 113251, + "n_ref": 106424 + }, + "4": { + "Dice": 0.8091618323664733, + "FN": 180, + "FP": 3636, + "IoU": 0.6794893331093567, + "TN": 2090878, + "TP": 8090, + "n_pred": 11726, + "n_ref": 8270 + }, + "5": { + "Dice": 0.7987220447284346, + "FN": 121, + "FP": 446, + "IoU": 0.6648936170212766, + "TN": 2101092, + "TP": 1125, + "n_pred": 1571, + "n_ref": 1246 + }, + "6": { + "Dice": 0.9581094461074061, + "FN": 6231, + "FP": 12004, + "IoU": 0.9195874197417625, + "TN": 1876016, + "TP": 208533, + "n_pred": 220537, + "n_ref": 214764 + }, + "7": { + "Dice": 0.9051243483815136, + "FN": 4900, + "FP": 18123, + "IoU": 0.826691457649574, + "TN": 1969940, + "TP": 109821, + "n_pred": 127944, + "n_ref": 114721 + }, + "8": { + "Dice": 0.9202663202338421, + "FN": 46, + "FP": 936, + "IoU": 0.8523086178372687, + "TN": 2096135, + "TP": 5667, + "n_pred": 6603, + "n_ref": 5713 + }, + "9": { + "Dice": 0.8217783899602081, + "FN": 3663, + "FP": 995, + "IoU": 0.6974735338052868, + "TN": 2087387, + "TP": 10739, + "n_pred": 11734, + "n_ref": 14402 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9753594088828207, + "FN": 1892, + "FP": 4244, + "IoU": 0.9519039332800326, + "TN": 1799974, + "TP": 121442, + "n_pred": 125686, + "n_ref": 123334 + }, + "10": { + "Dice": 0.8570218891570346, + "FN": 7074, + "FP": 9811, + "IoU": 0.7498147873759076, + "TN": 1860062, + "TP": 50605, + "n_pred": 60416, + "n_ref": 57679 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 153, + "IoU": 0.0, + "TN": 1927399, + "TP": 0, + "n_pred": 153, + "n_ref": 0 + }, + "12": { + "Dice": 0.23665019995295225, + "FN": 3224, + "FP": 21, + "IoU": 0.13420490928495196, + "TN": 1923804, + "TP": 503, + "n_pred": 524, + "n_ref": 3727 + }, + "13": { + "Dice": 0.7779858943230431, + "FN": 2928, + "FP": 6673, + "IoU": 0.6366423191916134, + "TN": 1901129, + "TP": 16822, + "n_pred": 23495, + "n_ref": 19750 + }, + "14": { + "Dice": 0.7003828931144137, + "FN": 46048, + "FP": 120, + "IoU": 0.5389147999081185, + "TN": 1827423, + "TP": 53961, + "n_pred": 54081, + "n_ref": 100009 + }, + "15": { + "Dice": 0.8589874401768579, + "FN": 15223, + "FP": 7995, + "IoU": 0.7528290839410231, + "TN": 1833617, + "TP": 70717, + "n_pred": 78712, + "n_ref": 85940 + }, + "2": { + "Dice": 0.9408258214597267, + "FN": 527, + "FP": 287, + "IoU": 0.8882635552505147, + "TN": 1920267, + "TP": 6471, + "n_pred": 6758, + "n_ref": 6998 + }, + "3": { + "Dice": 0.9589827727645611, + "FN": 1037, + "FP": 663, + "IoU": 0.9211977935382191, + "TN": 1905979, + "TP": 19873, + "n_pred": 20536, + "n_ref": 20910 + }, + "4": { + "Dice": 0.8151568975725281, + "FN": 202, + "FP": 1359, + "IoU": 0.6879872076753948, + "TN": 1922549, + "TP": 3442, + "n_pred": 4801, + "n_ref": 3644 + }, + "5": { + "Dice": 0.7795428128632313, + "FN": 225, + "FP": 913, + "IoU": 0.6387301587301587, + "TN": 1924402, + "TP": 2012, + "n_pred": 2925, + "n_ref": 2237 + }, + "6": { + "Dice": 0.9592792772978946, + "FN": 5651, + "FP": 9161, + "IoU": 0.9217451486958406, + "TN": 1738273, + "TP": 174467, + "n_pred": 183628, + "n_ref": 180118 + }, + "7": { + "Dice": 0.939074748118891, + "FN": 6312, + "FP": 20821, + "IoU": 0.8851469473969379, + "TN": 1691311, + "TP": 209108, + "n_pred": 229929, + "n_ref": 215420 + }, + "8": { + "Dice": 0.9174104953408534, + "FN": 155, + "FP": 1529, + "IoU": 0.8474223067862644, + "TN": 1916515, + "TP": 9353, + "n_pred": 10882, + "n_ref": 9508 + }, + "9": { + "Dice": 0.6884543262791321, + "FN": 44, + "FP": 1119, + "IoU": 0.5249183006535948, + "TN": 1925104, + "TP": 1285, + "n_pred": 2404, + "n_ref": 1329 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 0.912106135986733, + "FN": 91, + "FP": 121, + "IoU": 0.8384146341463414, + "TN": 1225312, + "TP": 1100, + "n_pred": 1221, + "n_ref": 1191 + }, + "11": { + "Dice": 0.6393737166324436, + "FN": 1973, + "FP": 837, + "IoU": 0.4699113374834937, + "TN": 1221323, + "TP": 2491, + "n_pred": 3328, + "n_ref": 4464 + }, + "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": 0.8836184126637157, + "FN": 5489, + "FP": 900, + "IoU": 0.7915021375191724, + "TN": 1195981, + "TP": 24254, + "n_pred": 25154, + "n_ref": 29743 + }, + "15": { + "Dice": 0.880640542976828, + "FN": 378, + "FP": 1873, + "IoU": 0.7867361440075793, + "TN": 1216069, + "TP": 8304, + "n_pred": 10177, + "n_ref": 8682 + }, + "2": { + "Dice": 0.9585874693803739, + "FN": 1789, + "FP": 730, + "IoU": 0.9204685378713731, + "TN": 1194951, + "TP": 29154, + "n_pred": 29884, + "n_ref": 30943 + }, + "3": { + "Dice": 0.6328515111695138, + "FN": 44, + "FP": 1353, + "IoU": 0.4628988850442138, + "TN": 1224023, + "TP": 1204, + "n_pred": 2557, + "n_ref": 1248 + }, + "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": 0.963151186149829, + "FN": 4875, + "FP": 4058, + "IoU": 0.9289215296233231, + "TN": 1100946, + "TP": 116745, + "n_pred": 120803, + "n_ref": 121620 + }, + "7": { + "Dice": 0.9662167171644779, + "FN": 5632, + "FP": 1203, + "IoU": 0.9346414603593525, + "TN": 1122047, + "TP": 97742, + "n_pred": 98945, + "n_ref": 103374 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8909587506127881, + "FN": 1301, + "FP": 256, + "IoU": 0.8033594342005557, + "TN": 1218706, + "TP": 6361, + "n_pred": 6617, + "n_ref": 7662 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9697776774630403, + "FN": 288, + "FP": 1051, + "IoU": 0.9413285426343002, + "TN": 1729498, + "TP": 21483, + "n_pred": 22534, + "n_ref": 21771 + }, + "10": { + "Dice": 0.8687777777777778, + "FN": 1991, + "FP": 371, + "IoU": 0.7679992142225714, + "TN": 1742139, + "TP": 7819, + "n_pred": 8190, + "n_ref": 9810 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 183, + "FP": 3, + "IoU": 0.0, + "TN": 1752134, + "TP": 0, + "n_pred": 3, + "n_ref": 183 + }, + "13": { + "Dice": 0.8888695652173914, + "FN": 1907, + "FP": 649, + "IoU": 0.7999686961965878, + "TN": 1739542, + "TP": 10222, + "n_pred": 10871, + "n_ref": 12129 + }, + "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": 0.8496596916389545, + "FN": 3047, + "FP": 33753, + "IoU": 0.738615943006911, + "TN": 1611531, + "TP": 103989, + "n_pred": 137742, + "n_ref": 107036 + }, + "3": { + "Dice": 0.847792719991055, + "FN": 3766, + "FP": 26182, + "IoU": 0.7357987878574013, + "TN": 1638967, + "TP": 83405, + "n_pred": 109587, + "n_ref": 87171 + }, + "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": 0.9722243369622272, + "FN": 6441, + "FP": 7423, + "IoU": 0.9459499499031201, + "TN": 1495817, + "TP": 242639, + "n_pred": 250062, + "n_ref": 249080 + }, + "7": { + "Dice": 0.9524973270200091, + "FN": 722, + "FP": 833, + "IoU": 0.9093030037911928, + "TN": 1735175, + "TP": 15590, + "n_pred": 16423, + "n_ref": 16312 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.865939256117027, + "FN": 3866, + "FP": 2265, + "IoU": 0.7635739626716026, + "TN": 1726388, + "TP": 19801, + "n_pred": 22066, + "n_ref": 23667 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9879304393999735, + "FN": 1259, + "FP": 1014, + "IoU": 0.976148752872538, + "TN": 1131325, + "TP": 93026, + "n_pred": 94040, + "n_ref": 94285 + }, + "10": { + "Dice": 0.8318754575931563, + "FN": 1511, + "FP": 2852, + "IoU": 0.7121462030744871, + "TN": 1211467, + "TP": 10794, + "n_pred": 13646, + "n_ref": 12305 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.012895662368112544, + "FN": 1415, + "FP": 269, + "IoU": 0.006489675516224189, + "TN": 1224929, + "TP": 11, + "n_pred": 280, + "n_ref": 1426 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9873999088968615, + "FN": 2225, + "FP": 1122, + "IoU": 0.9751133913302105, + "TN": 1092134, + "TP": 131143, + "n_pred": 132265, + "n_ref": 133368 + }, + "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": 0.9637082577255369, + "FN": 2398, + "FP": 2962, + "IoU": 0.9299584454956485, + "TN": 1150098, + "TP": 71166, + "n_pred": 74128, + "n_ref": 73564 + }, + "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": 0.6879636039956483, + "FN": 415, + "FP": 2740, + "IoU": 0.524347957183778, + "TN": 1219991, + "TP": 3478, + "n_pred": 6218, + "n_ref": 3893 + }, + "7": { + "Dice": 0.9827941505077339, + "FN": 1519, + "FP": 3332, + "IoU": 0.9661703685623627, + "TN": 1083229, + "TP": 138544, + "n_pred": 141876, + "n_ref": 140063 + }, + "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_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852429/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.6163407212697843, + "FN": 5471.640444444444, + "FP": 5627.199111111111, + "IoU": 0.5356838584611188, + "TN": 1708906.7684444443, + "TP": 32314.391999999993, + "n_pred": 37941.59111111111, + "n_ref": 37786.03244444444 + }, + "mean": { + "1": { + "Dice": 0.7818905581238743, + "FN": 3031.5933333333332, + "FP": 3992.086666666667, + "IoU": 0.7263192876885072, + "TN": 1704621.5399999998, + "TP": 40674.78, + "n_pred": 44666.86666666666, + "n_ref": 43706.37333333334 + }, + "10": { + "Dice": 0.7447003520002669, + "FN": 5826.453333333334, + "FP": 5471.539999999999, + "IoU": 0.6295020660322623, + "TN": 1721284.7933333335, + "TP": 19737.21333333333, + "n_pred": 25208.753333333334, + "n_ref": 25563.666666666664 + }, + "11": { + "Dice": 0.16823967939842083, + "FN": 361.8266666666667, + "FP": 119.88666666666666, + "IoU": 0.11883910327951461, + "TN": 1751705.94, + "TP": 132.34666666666666, + "n_pred": 252.23333333333335, + "n_ref": 494.17333333333335 + }, + "12": { + "Dice": 0.16407734238532906, + "FN": 515.0333333333334, + "FP": 144.83333333333334, + "IoU": 0.10792690550665669, + "TN": 1751454.08, + "TP": 206.05333333333334, + "n_pred": 350.88666666666666, + "n_ref": 721.0866666666667 + }, + "13": { + "Dice": 0.5871168236323253, + "FN": 6029.966666666666, + "FP": 4981.76, + "IoU": 0.46247611682334283, + "TN": 1730760.5333333337, + "TP": 10547.740000000002, + "n_pred": 15529.5, + "n_ref": 16577.706666666665 + }, + "14": { + "Dice": 0.5984161218774715, + "FN": 8401.933333333332, + "FP": 8722.006666666666, + "IoU": 0.5264087341196156, + "TN": 1705179.7600000002, + "TP": 30016.3, + "n_pred": 38738.30666666667, + "n_ref": 38418.23333333334 + }, + "15": { + "Dice": 0.5927795646505951, + "FN": 4106.8133333333335, + "FP": 5922.606666666667, + "IoU": 0.496592516228772, + "TN": 1725013.1333333333, + "TP": 17277.446666666667, + "n_pred": 23200.053333333333, + "n_ref": 21384.26 + }, + "2": { + "Dice": 0.7157328717990135, + "FN": 6215.9800000000005, + "FP": 2308.2733333333335, + "IoU": 0.6499990640701958, + "TN": 1720167.8399999999, + "TP": 23627.90666666667, + "n_pred": 25936.18, + "n_ref": 29843.886666666665 + }, + "3": { + "Dice": 0.7536408742923294, + "FN": 5460.62, + "FP": 5755.293333333333, + "IoU": 0.6968470433452034, + "TN": 1705552.1, + "TP": 35551.986666666664, + "n_pred": 41307.280000000006, + "n_ref": 41012.60666666667 + }, + "4": { + "Dice": 0.52439002346979, + "FN": 2840.96, + "FP": 2561.006666666667, + "IoU": 0.4366002660740456, + "TN": 1737931.1199999999, + "TP": 8986.913333333334, + "n_pred": 11547.92, + "n_ref": 11827.873333333333 + }, + "5": { + "Dice": 0.3909763771875107, + "FN": 835.4266666666666, + "FP": 359.6066666666667, + "IoU": 0.2941639597047194, + "TN": 1750282.92, + "TP": 842.0466666666667, + "n_pred": 1201.6533333333332, + "n_ref": 1677.4733333333334 + }, + "6": { + "Dice": 0.8904488911918772, + "FN": 19546.586666666666, + "FP": 19561.36666666667, + "IoU": 0.826330360632961, + "TN": 1550637.38, + "TP": 162574.6666666667, + "n_pred": 182136.03333333335, + "n_ref": 182121.25333333336 + }, + "7": { + "Dice": 0.8023172705815709, + "FN": 15340.886666666667, + "FP": 21278.933333333334, + "IoU": 0.7190278331669594, + "TN": 1601517.3933333333, + "TP": 114182.78666666667, + "n_pred": 135461.72, + "n_ref": 129523.67333333331 + }, + "8": { + "Dice": 0.7877003291285851, + "FN": 1668.8333333333333, + "FP": 1268.5733333333333, + "IoU": 0.7065241528970964, + "TN": 1738990.4133333333, + "TP": 10392.179999999998, + "n_pred": 11660.753333333332, + "n_ref": 12061.013333333334 + }, + "9": { + "Dice": 0.7426837393278055, + "FN": 1891.6933333333334, + "FP": 1960.2133333333331, + "IoU": 0.6377004673469295, + "TN": 1738502.58, + "TP": 9965.513333333332, + "n_pred": 11925.726666666666, + "n_ref": 11857.206666666667 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/loop_002/summary.json b/nnActive_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/loop_002/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6819b0402f0b797ea8995edf8dc8da20e5aad1a3 --- /dev/null +++ b/nnActive_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/loop_002/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.6959187147812909, + "FN": 18856.289333333334, + "FP": 14769.628, + "IoU": 0.6168379241848404, + "TN": 96255600.68133333, + "TP": 167734.2413333333, + "n_pred": 182503.8693333333, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9177866516258747, + "FN": 10183.66, + "FP": 14046.86, + "IoU": 0.8658800308033134, + "TN": 96248625.84, + "TP": 184104.48, + "n_pred": 198151.34, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7761637996341012, + "FN": 14519.28, + "FP": 16130.72, + "IoU": 0.6514472303333325, + "TN": 96366607.56, + "TP": 59703.28, + "n_pred": 75834.0, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.0002413515687851971, + "FN": 3700.08, + "FP": 0.04, + "IoU": 0.00012140833670578713, + "TN": 96453260.42, + "TP": 0.3, + "n_pred": 0.34, + "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": 0.6629877155652069, + "FN": 20730.54, + "FP": 14782.52, + "IoU": 0.5167563130649986, + "TN": 96384320.18, + "TP": 37127.6, + "n_pred": 51910.12, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7511450226194935, + "FN": 33948.24, + "FP": 21255.88, + "IoU": 0.6574563834352749, + "TN": 96297346.82, + "TP": 104409.9, + "n_pred": 125665.78, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.7188489108031718, + "FN": 11281.02, + "FP": 13571.08, + "IoU": 0.5995503213495548, + "TN": 96389342.72, + "TP": 42766.02, + "n_pred": 56337.1, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.9098172747294824, + "FN": 18336.32, + "FP": 8131.62, + "IoU": 0.8440304899364125, + "TN": 96291987.52, + "TP": 138505.38, + "n_pred": 146637.0, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9199151983206625, + "FN": 8152.2, + "FP": 20589.98, + "IoU": 0.8572642755543218, + "TN": 96272968.28, + "TP": 155250.38, + "n_pred": 175840.36, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.7023576826429409, + "FN": 5657.52, + "FP": 5806.88, + "IoU": 0.6047449264464615, + "TN": 96424576.46, + "TP": 20919.98, + "n_pred": 26726.86, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.50493267166252, + "FN": 11696.54, + "FP": 1328.08, + "IoU": 0.3776766731667764, + "TN": 96438480.6, + "TP": 5455.62, + "n_pred": 6783.7, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9580544388712022, + "FN": 65861.04, + "FP": 50098.54, + "IoU": 0.9211856068207374, + "TN": 95047638.68, + "TP": 1293362.58, + "n_pred": 1343461.12, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.8478442187953018, + "FN": 48024.56, + "FP": 36155.14, + "IoU": 0.7629393720867499, + "TN": 96081881.04, + "TP": 290900.1, + "n_pred": 327055.24, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9113582052796753, + "FN": 15626.52, + "FP": 9204.16, + "IoU": 0.8389232526745709, + "TN": 96315387.5, + "TP": 116742.66, + "n_pred": 125946.82, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8573275796009453, + "FN": 10890.16, + "FP": 10442.92, + "IoU": 0.7545925787633949, + "TN": 96368862.42, + "TP": 66765.34, + "n_pred": 77208.26, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9357615265339705, + "FN": 3977, + "FP": 8203, + "IoU": 0.8792780470399334, + "TN": 119492427, + "TP": 88713, + "n_pred": 96916, + "n_ref": 92690 + }, + "10": { + "Dice": 0.8035944304729191, + "FN": 9830, + "FP": 22190, + "IoU": 0.6716739297615996, + "TN": 119495795, + "TP": 65505, + "n_pred": 87695, + "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": 0.56801970986527, + "FN": 19788, + "FP": 30358, + "IoU": 0.39666726824279613, + "TN": 119510205, + "TP": 32969, + "n_pred": 63327, + "n_ref": 52757 + }, + "14": { + "Dice": 0.38088812125712257, + "FN": 188494, + "FP": 3279, + "IoU": 0.2352450910018982, + "TN": 119342556, + "TP": 58991, + "n_pred": 62270, + "n_ref": 247485 + }, + "15": { + "Dice": 0.012655523566334679, + "FN": 31619, + "FP": 162487, + "IoU": 0.006368057332992065, + "TN": 119397970, + "TP": 1244, + "n_pred": 163731, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9542073706427349, + "FN": 4489, + "FP": 8594, + "IoU": 0.912425029452715, + "TN": 119443928, + "TP": 136309, + "n_pred": 144903, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9492081941014092, + "FN": 7043, + "FP": 10437, + "IoU": 0.9033266045405525, + "TN": 119412505, + "TP": 163335, + "n_pred": 173772, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8559472896586452, + "FN": 17361, + "FP": 2950, + "IoU": 0.7481712004364321, + "TN": 119512666, + "TP": 60343, + "n_pred": 63293, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0009629899536723752, + "FN": 64227, + "FP": 12543, + "IoU": 0.0004817269259312302, + "TN": 119516513, + "TP": 37, + "n_pred": 12580, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9660180340485045, + "FN": 27740, + "FP": 53463, + "IoU": 0.9342697124891837, + "TN": 118357923, + "TP": 1154194, + "n_pred": 1207657, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 104908, + "IoU": 0.0, + "TN": 119488412, + "TP": 0, + "n_pred": 104908, + "n_ref": 0 + }, + "8": { + "Dice": 0.8702817416758141, + "FN": 48656, + "FP": 22248, + "IoU": 0.7703529045965695, + "TN": 119284568, + "TP": 237848, + "n_pred": 260096, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8368787360031431, + "FN": 16893, + "FP": 6357, + "IoU": 0.7195111652652278, + "TN": 119510429, + "TP": 59641, + "n_pred": 65998, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9548117467069667, + "FN": 9447, + "FP": 7507, + "IoU": 0.9135308818279186, + "TN": 72629590, + "TP": 179116, + "n_pred": 186623, + "n_ref": 188563 + }, + "10": { + "Dice": 0.6970639950413015, + "FN": 13346, + "FP": 34550, + "IoU": 0.5349948058756712, + "TN": 72722659, + "TP": 55105, + "n_pred": 89655, + "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": 0.6781671045273742, + "FN": 18045, + "FP": 12458, + "IoU": 0.5130505579412845, + "TN": 72763019, + "TP": 32138, + "n_pred": 44596, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8830593677717811, + "FN": 5305, + "FP": 13654, + "IoU": 0.7906054648671335, + "TN": 72735118, + "TP": 71583, + "n_pred": 85237, + "n_ref": 76888 + }, + "15": { + "Dice": 0.8462670972644377, + "FN": 6843, + "FP": 6105, + "IoU": 0.7335034783682542, + "TN": 72777074, + "TP": 35638, + "n_pred": 41743, + "n_ref": 42481 + }, + "2": { + "Dice": 0.955003222084014, + "FN": 8394, + "FP": 3616, + "IoU": 0.9138814992219936, + "TN": 72686201, + "TP": 127449, + "n_pred": 131065, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9542020319549379, + "FN": 3314, + "FP": 8573, + "IoU": 0.9124152667256116, + "TN": 72689940, + "TP": 123833, + "n_pred": 132406, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8545057775551819, + "FN": 3124, + "FP": 5010, + "IoU": 0.7459712679575266, + "TN": 72793640, + "TP": 23886, + "n_pred": 28896, + "n_ref": 27010 + }, + "5": { + "Dice": 0.630335253286073, + "FN": 4371, + "FP": 635, + "IoU": 0.4602113435410826, + "TN": 72816386, + "TP": 4268, + "n_pred": 4903, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9556759121230783, + "FN": 45493, + "FP": 62321, + "IoU": 0.9151143052401843, + "TN": 71555552, + "TP": 1162294, + "n_pred": 1224615, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.903653796539488, + "FN": 25222, + "FP": 20338, + "IoU": 0.8242412786099784, + "TN": 72566441, + "TP": 213659, + "n_pred": 233997, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9195616247716796, + "FN": 5333, + "FP": 3915, + "IoU": 0.851100484631857, + "TN": 72763551, + "TP": 52861, + "n_pred": 56776, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8622440513722497, + "FN": 13030, + "FP": 7725, + "IoU": 0.7578462256446156, + "TN": 72739950, + "TP": 64955, + "n_pred": 72680, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9638779226905573, + "FN": 10760, + "FP": 7924, + "IoU": 0.9302744761442726, + "TN": 71541523, + "TP": 249281, + "n_pred": 257205, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8361192266551719, + "FN": 15160, + "FP": 15635, + "IoU": 0.7183890702587035, + "TN": 71700135, + "TP": 78558, + "n_pred": 94193, + "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": 0.762464966610152, + "FN": 19829, + "FP": 7631, + "IoU": 0.616115864228597, + "TN": 71737956, + "TP": 44072, + "n_pred": 51703, + "n_ref": 63901 + }, + "14": { + "Dice": 0.906117736390728, + "FN": 86607, + "FP": 3650, + "IoU": 0.8283503321472516, + "TN": 71283667, + "TP": 435564, + "n_pred": 439214, + "n_ref": 522171 + }, + "15": { + "Dice": 0.8396004318652185, + "FN": 44963, + "FP": 6886, + "IoU": 0.7235442471034237, + "TN": 71621939, + "TP": 135700, + "n_pred": 142586, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9443490115882754, + "FN": 8338, + "FP": 7990, + "IoU": 0.8945655542927988, + "TN": 71654624, + "TP": 138536, + "n_pred": 146526, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9478175761988197, + "FN": 7292, + "FP": 12275, + "IoU": 0.900811071120799, + "TN": 71612218, + "TP": 177703, + "n_pred": 189978, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7263516319242588, + "FN": 856, + "FP": 9029, + "IoU": 0.5702921231090246, + "TN": 71786484, + "TP": 13119, + "n_pred": 22148, + "n_ref": 13975 + }, + "5": { + "Dice": 0.7670930524203662, + "FN": 2697, + "FP": 1946, + "IoU": 0.6221824395801123, + "TN": 71797199, + "TP": 7646, + "n_pred": 9592, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9694313084424554, + "FN": 44647, + "FP": 31255, + "IoU": 0.9406760717495799, + "TN": 70530038, + "TP": 1203548, + "n_pred": 1234803, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9325354054392782, + "FN": 11919, + "FP": 20379, + "IoU": 0.8735984408204478, + "TN": 71553969, + "TP": 223221, + "n_pred": 243600, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9193003988953666, + "FN": 9331, + "FP": 3293, + "IoU": 0.8506530380465644, + "TN": 71724960, + "TP": 71904, + "n_pred": 75197, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8580457059067581, + "FN": 12669, + "FP": 12308, + "IoU": 0.7513835801879281, + "TN": 71709024, + "TP": 75487, + "n_pred": 87795, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9474829249381421, + "FN": 6456, + "FP": 16573, + "IoU": 0.9002067019981194, + "TN": 135214743, + "TP": 207738, + "n_pred": 224311, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8086455067621685, + "FN": 14461, + "FP": 18987, + "IoU": 0.6787614529110082, + "TN": 135341388, + "TP": 70674, + "n_pred": 89661, + "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": 0.7285080750349799, + "FN": 9854, + "FP": 13042, + "IoU": 0.5729553296652057, + "TN": 135391895, + "TP": 30719, + "n_pred": 43761, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8948197445671074, + "FN": 11787, + "FP": 19063, + "IoU": 0.8096595466380385, + "TN": 135283432, + "TP": 131228, + "n_pred": 150291, + "n_ref": 143015 + }, + "15": { + "Dice": 0.7619047619047619, + "FN": 15427, + "FP": 6993, + "IoU": 0.6153846153846154, + "TN": 135387218, + "TP": 35872, + "n_pred": 42865, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9182288129859651, + "FN": 26317, + "FP": 6316, + "IoU": 0.8488198095944036, + "TN": 135229655, + "TP": 183222, + "n_pred": 189538, + "n_ref": 209539 + }, + "3": { + "Dice": 0.9142429643320791, + "FN": 19117, + "FP": 19857, + "IoU": 0.8420327331976881, + "TN": 135198788, + "TP": 207748, + "n_pred": 227605, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8558728550623694, + "FN": 3049, + "FP": 8332, + "IoU": 0.7480574679565227, + "TN": 135400337, + "TP": 33792, + "n_pred": 42124, + "n_ref": 36841 + }, + "5": { + "Dice": 0.25220704395502275, + "FN": 23973, + "FP": 168, + "IoU": 0.14430029774564015, + "TN": 135417298, + "TP": 4071, + "n_pred": 4239, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9638648926451794, + "FN": 43858, + "FP": 77498, + "IoU": 0.9302502017385147, + "TN": 133705634, + "TP": 1618520, + "n_pred": 1696018, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.8577113619751482, + "FN": 19433, + "FP": 40135, + "IoU": 0.7508709562744401, + "TN": 135206405, + "TP": 179537, + "n_pred": 219672, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8761979523200095, + "FN": 54114, + "FP": 12440, + "IoU": 0.7796728562017288, + "TN": 135143441, + "TP": 235515, + "n_pred": 247955, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8511714515994553, + "FN": 21469, + "FP": 5306, + "IoU": 0.7409038126572479, + "TN": 135342170, + "TP": 76565, + "n_pred": 81871, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9060856498873028, + "FN": 16823, + "FP": 32802, + "IoU": 0.8282967032967034, + "TN": 105464989, + "TP": 239391, + "n_pred": 272193, + "n_ref": 256214 + }, + "10": { + "Dice": 0.432161410228378, + "FN": 31826, + "FP": 43487, + "IoU": 0.2756415188704651, + "TN": 105650033, + "TP": 28659, + "n_pred": 72146, + "n_ref": 60485 + }, + "11": { + "Dice": 0.012067578439259855, + "FN": 2454, + "FP": 2, + "IoU": 0.006070416835289356, + "TN": 105751534, + "TP": 15, + "n_pred": 17, + "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": 0.5213009479037041, + "FN": 46970, + "FP": 15348, + "IoU": 0.35254025974025976, + "TN": 105657755, + "TP": 33932, + "n_pred": 49280, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9452318986344266, + "FN": 14579, + "FP": 6549, + "IoU": 0.8961513885475547, + "TN": 105550555, + "TP": 182322, + "n_pred": 188871, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8090990698473939, + "FN": 6751, + "FP": 3244, + "IoU": 0.6794008211444701, + "TN": 105722829, + "TP": 21181, + "n_pred": 24425, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9347751425291191, + "FN": 9997, + "FP": 9944, + "IoU": 0.8775378606433546, + "TN": 105591171, + "TP": 142893, + "n_pred": 152837, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9163564354220217, + "FN": 7648, + "FP": 22257, + "IoU": 0.8456253194092413, + "TN": 105560288, + "TP": 163812, + "n_pred": 186069, + "n_ref": 171460 + }, + "4": { + "Dice": 0.577016505761445, + "FN": 17694, + "FP": 16261, + "IoU": 0.40549768011905807, + "TN": 105696890, + "TP": 23160, + "n_pred": 39421, + "n_ref": 40854 + }, + "5": { + "Dice": 0.6972058544003041, + "FN": 5029, + "FP": 1343, + "IoU": 0.5351619492267289, + "TN": 105740297, + "TP": 7336, + "n_pred": 8679, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9557716169319321, + "FN": 84233, + "FP": 50184, + "IoU": 0.9152898278092775, + "TN": 104167218, + "TP": 1452370, + "n_pred": 1502554, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.866934493801491, + "FN": 19463, + "FP": 56950, + "IoU": 0.7651230127992328, + "TN": 105428673, + "TP": 248919, + "n_pred": 305869, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8956058674152728, + "FN": 5082, + "FP": 14404, + "IoU": 0.81094768705371, + "TN": 105650933, + "TP": 83586, + "n_pred": 97990, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8220620164028425, + "FN": 11008, + "FP": 16611, + "IoU": 0.6978822551357501, + "TN": 105662587, + "TP": 63799, + "n_pred": 80410, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9626979746925908, + "FN": 10785, + "FP": 8005, + "IoU": 0.9280787573969027, + "TN": 96876622, + "TP": 242468, + "n_pred": 250473, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8124879444480164, + "FN": 11481, + "FP": 35181, + "IoU": 0.6841934283103787, + "TN": 96990125, + "TP": 101093, + "n_pred": 136274, + "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": 0.740382667091209, + "FN": 11530, + "FP": 15377, + "IoU": 0.5877838036584245, + "TN": 97072606, + "TP": 38367, + "n_pred": 53744, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9415922917406597, + "FN": 17910, + "FP": 12678, + "IoU": 0.8896309847262965, + "TN": 96860737, + "TP": 246555, + "n_pred": 259233, + "n_ref": 264465 + }, + "15": { + "Dice": 0.7202035532541737, + "FN": 6238, + "FP": 6298, + "IoU": 0.562748517614231, + "TN": 97109210, + "TP": 16134, + "n_pred": 22432, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9377765447380028, + "FN": 6176, + "FP": 11318, + "IoU": 0.8828430026587017, + "TN": 96988559, + "TP": 131827, + "n_pred": 143145, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9402220566178343, + "FN": 8955, + "FP": 10056, + "IoU": 0.8871877948480587, + "TN": 96969361, + "TP": 149508, + "n_pred": 159564, + "n_ref": 158463 + }, + "4": { + "Dice": 0.8940657687837561, + "FN": 1341, + "FP": 4857, + "IoU": 0.8084258028621766, + "TN": 97105527, + "TP": 26155, + "n_pred": 31012, + "n_ref": 27496 + }, + "5": { + "Dice": 0.6703155450512087, + "FN": 6550, + "FP": 1401, + "IoU": 0.5041162529624548, + "TN": 97121846, + "TP": 8083, + "n_pred": 9484, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9717057629784493, + "FN": 49751, + "FP": 34726, + "IoU": 0.9449685975027833, + "TN": 95602811, + "TP": 1450592, + "n_pred": 1485318, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.939773691818222, + "FN": 10117, + "FP": 21174, + "IoU": 0.8863897118624375, + "TN": 96862456, + "TP": 244133, + "n_pred": 265307, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9231401854377953, + "FN": 11318, + "FP": 8121, + "IoU": 0.8572519588476761, + "TN": 97001703, + "TP": 116738, + "n_pred": 124859, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8064482767536262, + "FN": 6198, + "FP": 23746, + "IoU": 0.6756709919199358, + "TN": 97045554, + "TP": 62382, + "n_pred": 86128, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9637247018585003, + "FN": 3321, + "FP": 9491, + "IoU": 0.9299890710382513, + "TN": 130583792, + "TP": 170188, + "n_pred": 179679, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8378010815409703, + "FN": 12256, + "FP": 12909, + "IoU": 0.720875805539226, + "TN": 130676635, + "TP": 64992, + "n_pred": 77901, + "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": 0.7767533892666741, + "FN": 16419, + "FP": 9418, + "IoU": 0.6349932895387441, + "TN": 130696007, + "TP": 44948, + "n_pred": 54366, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9459264512084146, + "FN": 4025, + "FP": 13742, + "IoU": 0.8974008049939655, + "TN": 130593623, + "TP": 155402, + "n_pred": 169144, + "n_ref": 159427 + }, + "15": { + "Dice": 0.7190193879186028, + "FN": 6353, + "FP": 11183, + "IoU": 0.5613038801190804, + "TN": 130726819, + "TP": 22437, + "n_pred": 33620, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9159574069753711, + "FN": 7324, + "FP": 21855, + "IoU": 0.8449459577226787, + "TN": 130578606, + "TP": 159007, + "n_pred": 180862, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9065213065001617, + "FN": 20286, + "FP": 9776, + "IoU": 0.8290251212839894, + "TN": 130590965, + "TP": 145765, + "n_pred": 155541, + "n_ref": 166051 + }, + "4": { + "Dice": 0.8701679821898402, + "FN": 4139, + "FP": 3559, + "IoU": 0.7701746529332736, + "TN": 130733297, + "TP": 25797, + "n_pred": 29356, + "n_ref": 29936 + }, + "5": { + "Dice": 0.3280287603388893, + "FN": 24785, + "FP": 1944, + "IoU": 0.19619282470754518, + "TN": 130733539, + "TP": 6524, + "n_pred": 8468, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9630588953113072, + "FN": 30186, + "FP": 70076, + "IoU": 0.9287498498773792, + "TN": 129359609, + "TP": 1306921, + "n_pred": 1376997, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9402451989236914, + "FN": 25010, + "FP": 28443, + "IoU": 0.8872290061519507, + "TN": 130292796, + "TP": 420543, + "n_pred": 448986, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8942320119838887, + "FN": 19194, + "FP": 30725, + "IoU": 0.8086976849350241, + "TN": 130505849, + "TP": 211024, + "n_pred": 241749, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8523881994236733, + "FN": 20536, + "FP": 7689, + "IoU": 0.7427495944147724, + "TN": 130657074, + "TP": 81493, + "n_pred": 89182, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8571515179778949, + "FN": 17045, + "FP": 44217, + "IoU": 0.7500132620041541, + "TN": 71990947, + "TP": 183799, + "n_pred": 228016, + "n_ref": 200844 + }, + "10": { + "Dice": 0.45510368545906493, + "FN": 42615, + "FP": 5392, + "IoU": 0.2945852619205055, + "TN": 72167953, + "TP": 20048, + "n_pred": 25440, + "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": 0.44916033838994207, + "FN": 45537, + "FP": 15539, + "IoU": 0.2896239692010654, + "TN": 72150031, + "TP": 24901, + "n_pred": 40440, + "n_ref": 70438 + }, + "14": { + "Dice": 0.29691200029462134, + "FN": 33534, + "FP": 157379, + "IoU": 0.1743374390201709, + "TN": 72004784, + "TP": 40311, + "n_pred": 197690, + "n_ref": 73845 + }, + "15": { + "Dice": 0.5976360261795448, + "FN": 3844, + "FP": 29108, + "IoU": 0.4261632766787406, + "TN": 72178584, + "TP": 24472, + "n_pred": 53580, + "n_ref": 28316 + }, + "2": { + "Dice": 0.8185586910952468, + "FN": 31037, + "FP": 11636, + "IoU": 0.6928475286293196, + "TN": 72097077, + "TP": 96258, + "n_pred": 107894, + "n_ref": 127295 + }, + "3": { + "Dice": 0.8675090907614037, + "FN": 8047, + "FP": 40886, + "IoU": 0.7660185911290477, + "TN": 72026876, + "TP": 160199, + "n_pred": 201085, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 36681, + "IoU": 0.0, + "TN": 72199327, + "TP": 0, + "n_pred": 36681, + "n_ref": 0 + }, + "5": { + "Dice": 0.7910916247322007, + "FN": 288, + "FP": 3905, + "IoU": 0.6543850972634355, + "TN": 72223876, + "TP": 7939, + "n_pred": 11844, + "n_ref": 8227 + }, + "6": { + "Dice": 0.9032381153226418, + "FN": 141228, + "FP": 152424, + "IoU": 0.8235498770896413, + "TN": 70571787, + "TP": 1370569, + "n_pred": 1522993, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.5950550433688361, + "FN": 136399, + "FP": 139703, + "IoU": 0.42354331432007414, + "TN": 71757044, + "TP": 202862, + "n_pred": 342565, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9209782625299787, + "FN": 7289, + "FP": 3057, + "IoU": 0.8535307775072201, + "TN": 72165372, + "TP": 60290, + "n_pred": 63347, + "n_ref": 67579 + }, + "9": { + "Dice": 0.7007152513779278, + "FN": 19299, + "FP": 6602, + "IoU": 0.5393084557646473, + "TN": 72179786, + "TP": 30321, + "n_pred": 36923, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8216390423572744, + "FN": 8685, + "FP": 26181, + "IoU": 0.6972727983121044, + "TN": 52437947, + "TP": 80307, + "n_pred": 106488, + "n_ref": 88992 + }, + "10": { + "Dice": 0.32013787617658757, + "FN": 35110, + "FP": 16172, + "IoU": 0.19057389986741588, + "TN": 52489764, + "TP": 12074, + "n_pred": 28246, + "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": 0.49106771915247194, + "FN": 11568, + "FP": 9257, + "IoU": 0.32544052863436124, + "TN": 52522248, + "TP": 10047, + "n_pred": 19304, + "n_ref": 21615 + }, + "14": { + "Dice": 0.7558899305453513, + "FN": 17256, + "FP": 7663, + "IoU": 0.6075748031496063, + "TN": 52489620, + "TP": 38581, + "n_pred": 46244, + "n_ref": 55837 + }, + "15": { + "Dice": 0.1592061163392612, + "FN": 18595, + "FP": 51898, + "IoU": 0.08648774735314319, + "TN": 52475953, + "TP": 6674, + "n_pred": 58572, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5732814922111256, + "FN": 78678, + "FP": 5281, + "IoU": 0.40181822068012285, + "TN": 52412763, + "TP": 56398, + "n_pred": 61679, + "n_ref": 135076 + }, + "3": { + "Dice": 0.791365404970259, + "FN": 10383, + "FP": 59592, + "IoU": 0.654759849026815, + "TN": 52350435, + "TP": 132710, + "n_pred": 192302, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 1894, + "IoU": 0.0, + "TN": 52549346, + "TP": 0, + "n_pred": 1894, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7110802361931227, + "FN": 1164, + "FP": 2995, + "IoU": 0.5516869677697531, + "TN": 52543843, + "TP": 5118, + "n_pred": 8113, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9272793695527374, + "FN": 62120, + "FP": 49352, + "IoU": 0.8644183240571361, + "TN": 51730944, + "TP": 710704, + "n_pred": 760056, + "n_ref": 772824 + }, + "7": { + "Dice": 0.5079544349621163, + "FN": 125151, + "FP": 6421, + "IoU": 0.34044163721583076, + "TN": 52353635, + "TP": 67913, + "n_pred": 74334, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8782095986812908, + "FN": 11050, + "FP": 2397, + "IoU": 0.7828642477676049, + "TN": 52491191, + "TP": 48482, + "n_pred": 50879, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8473299268610359, + "FN": 14661, + "FP": 8196, + "IoU": 0.7351018705236075, + "TN": 52466834, + "TP": 63429, + "n_pred": 71625, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9701127069358249, + "FN": 14402, + "FP": 2747, + "IoU": 0.941960070261178, + "TN": 143841781, + "TP": 278320, + "n_pred": 281067, + "n_ref": 292722 + }, + "10": { + "Dice": 0.8546000633901665, + "FN": 13345, + "FP": 15556, + "IoU": 0.7461149909957394, + "TN": 144023415, + "TP": 84934, + "n_pred": 100490, + "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": 0.7779376395808281, + "FN": 31847, + "FP": 9517, + "IoU": 0.636577694213569, + "TN": 144023432, + "TP": 72454, + "n_pred": 81971, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9512495923408817, + "FN": 29449, + "FP": 9566, + "IoU": 0.9070314398867649, + "TN": 143717592, + "TP": 380643, + "n_pred": 390209, + "n_ref": 410092 + }, + "15": { + "Dice": 0.7924889825637095, + "FN": 1986, + "FP": 8844, + "IoU": 0.6562995874325611, + "TN": 144105740, + "TP": 20680, + "n_pred": 29524, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9468104693652097, + "FN": 4336, + "FP": 10686, + "IoU": 0.8989934307403696, + "TN": 143988527, + "TP": 133701, + "n_pred": 144387, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9528584711372188, + "FN": 9716, + "FP": 6559, + "IoU": 0.9099614950541061, + "TN": 143956494, + "TP": 164481, + "n_pred": 171040, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9152227664149907, + "FN": 2865, + "FP": 6084, + "IoU": 0.8436965102874908, + "TN": 144079996, + "TP": 48305, + "n_pred": 54389, + "n_ref": 51170 + }, + "5": { + "Dice": 0.4405918255871945, + "FN": 22856, + "FP": 699, + "IoU": 0.2825378453291097, + "TN": 144104419, + "TP": 9276, + "n_pred": 9975, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9736951952532794, + "FN": 37141, + "FP": 34258, + "IoU": 0.9487388062005374, + "TN": 142744403, + "TP": 1321448, + "n_pred": 1355706, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9344608281143236, + "FN": 17938, + "FP": 14482, + "IoU": 0.8769840215828157, + "TN": 143873707, + "TP": 231123, + "n_pred": 245605, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8775901232855334, + "FN": 26671, + "FP": 29805, + "IoU": 0.7818802573748078, + "TN": 143878328, + "TP": 202446, + "n_pred": 232251, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8764969280433198, + "FN": 10290, + "FP": 13430, + "IoU": 0.7801464454537028, + "TN": 144029360, + "TP": 84170, + "n_pred": 97600, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9442640060975191, + "FN": 7738, + "FP": 16613, + "IoU": 0.8944130081300813, + "TN": 111548295, + "TP": 206274, + "n_pred": 222887, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6484623294073658, + "FN": 18253, + "FP": 11833, + "IoU": 0.4797959712976571, + "TN": 111721085, + "TP": 27749, + "n_pred": 39582, + "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": 0.6825305133699804, + "FN": 16315, + "FP": 17759, + "IoU": 0.5180617238550536, + "TN": 111708218, + "TP": 36628, + "n_pred": 54387, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8135499407663476, + "FN": 8195, + "FP": 30207, + "IoU": 0.6857009567615789, + "TN": 111656737, + "TP": 83781, + "n_pred": 113988, + "n_ref": 91976 + }, + "15": { + "Dice": 0.6202700133105153, + "FN": 4208, + "FP": 3780, + "IoU": 0.44955898566703417, + "TN": 111764408, + "TP": 6524, + "n_pred": 10304, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9364623780171409, + "FN": 19518, + "FP": 5829, + "IoU": 0.8805164562690324, + "TN": 111566782, + "TP": 186791, + "n_pred": 192620, + "n_ref": 206309 + }, + "3": { + "Dice": 0.8513482750770887, + "FN": 1732, + "FP": 19817, + "IoU": 0.7411718074373018, + "TN": 111695664, + "TP": 61707, + "n_pred": 81524, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8353807038672555, + "FN": 3072, + "FP": 3079, + "IoU": 0.7172993841345712, + "TN": 111757162, + "TP": 15607, + "n_pred": 18686, + "n_ref": 18679 + }, + "5": { + "Dice": 0.21603992042007764, + "FN": 23104, + "FP": 933, + "IoU": 0.1211013199751362, + "TN": 111751571, + "TP": 3312, + "n_pred": 4245, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9657126584656026, + "FN": 39356, + "FP": 45529, + "IoU": 0.9336986151575034, + "TN": 110498630, + "TP": 1195405, + "n_pred": 1240934, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.9237628025256156, + "FN": 20620, + "FP": 15325, + "IoU": 0.8583264030396072, + "TN": 111525203, + "TP": 217772, + "n_pred": 233097, + "n_ref": 238392 + }, + "8": { + "Dice": 0.84560261561697, + "FN": 51331, + "FP": 31168, + "IoU": 0.7325056579792097, + "TN": 111470506, + "TP": 225915, + "n_pred": 257083, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8200357072009522, + "FN": 18332, + "FP": 8884, + "IoU": 0.6949665445008574, + "TN": 111689697, + "TP": 62007, + "n_pred": 70891, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8915480414056911, + "FN": 12742, + "FP": 24399, + "IoU": 0.8043181614621476, + "TN": 198898072, + "TP": 152662, + "n_pred": 177061, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7378931602596106, + "FN": 17309, + "FP": 15241, + "IoU": 0.5846518987341772, + "TN": 199009507, + "TP": 45818, + "n_pred": 61059, + "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": 0.4269762699600388, + "FN": 22612, + "FP": 12233, + "IoU": 0.27143663620967234, + "TN": 199040048, + "TP": 12982, + "n_pred": 25215, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5864188668902781, + "FN": 24482, + "FP": 7207, + "IoU": 0.41484627458221773, + "TN": 199033720, + "TP": 22466, + "n_pred": 29673, + "n_ref": 46948 + }, + "15": { + "Dice": 0.8254449577014232, + "FN": 39480, + "FP": 2427, + "IoU": 0.702772478066287, + "TN": 198946882, + "TP": 99086, + "n_pred": 101513, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9324463322406151, + "FN": 3570, + "FP": 14688, + "IoU": 0.8734421138729846, + "TN": 198943609, + "TP": 126008, + "n_pred": 140696, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9552113071558946, + "FN": 6166, + "FP": 6275, + "IoU": 0.9142626769396166, + "TN": 198942769, + "TP": 132665, + "n_pred": 138940, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8486789885474544, + "FN": 2151, + "FP": 3187, + "IoU": 0.7371349780863742, + "TN": 199067568, + "TP": 14969, + "n_pred": 18156, + "n_ref": 17120 + }, + "5": { + "Dice": 0.4228313123340748, + "FN": 14175, + "FP": 1913, + "IoU": 0.2680951731040444, + "TN": 199065894, + "TP": 5893, + "n_pred": 7806, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9574139434492067, + "FN": 57612, + "FP": 40013, + "IoU": 0.9183068749419466, + "TN": 197892854, + "TP": 1097396, + "n_pred": 1137409, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.86592429955924, + "FN": 24252, + "FP": 16601, + "IoU": 0.7635507040867708, + "TN": 198915098, + "TP": 131924, + "n_pred": 148525, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9063071865658665, + "FN": 8903, + "FP": 13727, + "IoU": 0.8286670401720143, + "TN": 198955793, + "TP": 109452, + "n_pred": 123179, + "n_ref": 118355 + }, + "9": { + "Dice": 0.9045186827860839, + "FN": 8567, + "FP": 11454, + "IoU": 0.8256815233385284, + "TN": 198973022, + "TP": 94832, + "n_pred": 106286, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9396626910581515, + "FN": 11992, + "FP": 10146, + "IoU": 0.886192236313817, + "TN": 130880671, + "TP": 172383, + "n_pred": 182529, + "n_ref": 184375 + }, + "10": { + "Dice": 0.8054454805546656, + "FN": 11073, + "FP": 23540, + "IoU": 0.6742643114595195, + "TN": 130968931, + "TP": 71648, + "n_pred": 95188, + "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": 0.5211332281829616, + "FN": 51005, + "FP": 20950, + "IoU": 0.35238686683227133, + "TN": 130964084, + "TP": 39153, + "n_pred": 60103, + "n_ref": 90158 + }, + "14": { + "Dice": 0.577490928940693, + "FN": 11651, + "FP": 54140, + "IoU": 0.40596642980325587, + "TN": 130964439, + "TP": 44962, + "n_pred": 99102, + "n_ref": 56613 + }, + "15": { + "Dice": 0.7498044771053758, + "FN": 2173, + "FP": 14782, + "IoU": 0.5997497698354619, + "TN": 131032831, + "TP": 25406, + "n_pred": 40188, + "n_ref": 27579 + }, + "2": { + "Dice": 0.8482694155052349, + "FN": 29125, + "FP": 17786, + "IoU": 0.7365172262724525, + "TN": 130897150, + "TP": 131131, + "n_pred": 148917, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7709409631529601, + "FN": 9580, + "FP": 97673, + "IoU": 0.6272611323298916, + "TN": 130787449, + "TP": 180490, + "n_pred": 278163, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8852188515314131, + "FN": 12458, + "FP": 3263, + "IoU": 0.7940741128852679, + "TN": 130998849, + "TP": 60622, + "n_pred": 63885, + "n_ref": 73080 + }, + "5": { + "Dice": 0.6645212521419317, + "FN": 6749, + "FP": 1278, + "IoU": 0.497590286036177, + "TN": 131059215, + "TP": 7950, + "n_pred": 9228, + "n_ref": 14699 + }, + "6": { + "Dice": 0.970485849375165, + "FN": 45320, + "FP": 41210, + "IoU": 0.9426639243240664, + "TN": 129566020, + "TP": 1422642, + "n_pred": 1463852, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.8076595773497001, + "FN": 61562, + "FP": 279276, + "IoU": 0.6773733088361271, + "TN": 130018745, + "TP": 715609, + "n_pred": 994885, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9153562214725144, + "FN": 12875, + "FP": 8451, + "IoU": 0.843923359533951, + "TN": 130938554, + "TP": 115312, + "n_pred": 123763, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7489587865978741, + "FN": 17349, + "FP": 14959, + "IoU": 0.5986683560656878, + "TN": 130994690, + "TP": 48194, + "n_pred": 63153, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8893517631225898, + "FN": 4401, + "FP": 48136, + "IoU": 0.8007501687690102, + "TN": 101353526, + "TP": 211137, + "n_pred": 259273, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8209583389622671, + "FN": 6323, + "FP": 10906, + "IoU": 0.6962929013379401, + "TN": 101560471, + "TP": 39500, + "n_pred": 50406, + "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": 0.7818811569430075, + "FN": 7938, + "FP": 21156, + "IoU": 0.6418759231905465, + "TN": 101535960, + "TP": 52146, + "n_pred": 73302, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9049232789656813, + "FN": 1822, + "FP": 10775, + "IoU": 0.8263560548624992, + "TN": 101544655, + "TP": 59948, + "n_pred": 70723, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7774086378737541, + "FN": 1910, + "FP": 16046, + "IoU": 0.6358695652173914, + "TN": 101567888, + "TP": 31356, + "n_pred": 47402, + "n_ref": 33266 + }, + "2": { + "Dice": 0.9377200697837111, + "FN": 10824, + "FP": 10631, + "IoU": 0.8827429033633194, + "TN": 101434226, + "TP": 161519, + "n_pred": 172150, + "n_ref": 172343 + }, + "3": { + "Dice": 0.9402196739987226, + "FN": 9561, + "FP": 11219, + "IoU": 0.8871835520350936, + "TN": 101433007, + "TP": 163413, + "n_pred": 174632, + "n_ref": 172974 + }, + "4": { + "Dice": 0.5943672490713626, + "FN": 1092, + "FP": 19547, + "IoU": 0.4228467561521253, + "TN": 101581440, + "TP": 15121, + "n_pred": 34668, + "n_ref": 16213 + }, + "5": { + "Dice": 0.566741983140697, + "FN": 17328, + "FP": 2614, + "IoU": 0.3954221615886009, + "TN": 101584215, + "TP": 13043, + "n_pred": 15657, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9599598399642724, + "FN": 104281, + "FP": 14962, + "IoU": 0.9230026655233156, + "TN": 100068536, + "TP": 1429421, + "n_pred": 1444383, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9608473538035172, + "FN": 23923, + "FP": 8994, + "IoU": 0.924645053179069, + "TN": 101180374, + "TP": 403909, + "n_pred": 412903, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9074413195894911, + "FN": 31007, + "FP": 9984, + "IoU": 0.8305652921530373, + "TN": 101375272, + "TP": 200937, + "n_pred": 210921, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8579969187142077, + "FN": 11106, + "FP": 12029, + "IoU": 0.7513087598224172, + "TN": 101524173, + "TP": 69892, + "n_pred": 81921, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9054570495631077, + "FN": 13044, + "FP": 28418, + "IoU": 0.8272467053044287, + "TN": 118942205, + "TP": 198545, + "n_pred": 226963, + "n_ref": 211589 + }, + "10": { + "Dice": 0.8589262341639295, + "FN": 11187, + "FP": 11663, + "IoU": 0.7527350640075315, + "TN": 119089801, + "TP": 69561, + "n_pred": 81224, + "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": 0.6877429887792798, + "FN": 8221, + "FP": 14348, + "IoU": 0.5240916854690761, + "TN": 119134789, + "TP": 24854, + "n_pred": 39202, + "n_ref": 33075 + }, + "14": { + "Dice": 0.13383040416592698, + "FN": 60213, + "FP": 12974, + "IoU": 0.07171395593663196, + "TN": 119103371, + "TP": 5654, + "n_pred": 18628, + "n_ref": 65867 + }, + "15": { + "Dice": 0.5409619616472807, + "FN": 12116, + "FP": 2486, + "IoU": 0.37076618116004484, + "TN": 119159006, + "TP": 8604, + "n_pred": 11090, + "n_ref": 20720 + }, + "2": { + "Dice": 0.945035260745663, + "FN": 13582, + "FP": 7345, + "IoU": 0.8957979594783674, + "TN": 118981381, + "TP": 179904, + "n_pred": 187249, + "n_ref": 193486 + }, + "3": { + "Dice": 0.947492439808501, + "FN": 13240, + "FP": 7127, + "IoU": 0.9002238802314245, + "TN": 118978085, + "TP": 183760, + "n_pred": 190887, + "n_ref": 197000 + }, + "4": { + "Dice": 0.863469156762875, + "FN": 6719, + "FP": 4861, + "IoU": 0.7597410680941118, + "TN": 119134014, + "TP": 36618, + "n_pred": 41479, + "n_ref": 43337 + }, + "5": { + "Dice": 0.7885413196862793, + "FN": 4702, + "FP": 2281, + "IoU": 0.6509023646453032, + "TN": 119162209, + "TP": 13020, + "n_pred": 15301, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9585476204376862, + "FN": 80659, + "FP": 62763, + "IoU": 0.9203950552597809, + "TN": 117380540, + "TP": 1658250, + "n_pred": 1721013, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.9415285318116821, + "FN": 20754, + "FP": 13635, + "IoU": 0.8895171576265578, + "TN": 118870951, + "TP": 276872, + "n_pred": 290507, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9282499404485789, + "FN": 8124, + "FP": 3322, + "IoU": 0.8661067309267014, + "TN": 119096726, + "TP": 74040, + "n_pred": 77362, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8983533920124543, + "FN": 10504, + "FP": 6472, + "IoU": 0.8154642201037036, + "TN": 119090219, + "TP": 75017, + "n_pred": 81489, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 51029, + "IoU": 0.0, + "TN": 61281451, + "TP": 0, + "n_pred": 51029, + "n_ref": 0 + }, + "10": { + "Dice": 0.7189891289001835, + "FN": 8965, + "FP": 10939, + "IoU": 0.561267000242467, + "TN": 61287113, + "TP": 25463, + "n_pred": 36402, + "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": 0.5845070422535211, + "FN": 21239, + "FP": 23483, + "IoU": 0.4129353233830846, + "TN": 61256301, + "TP": 31457, + "n_pred": 54940, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9535036799874692, + "FN": 14904, + "FP": 10031, + "IoU": 0.9111390663810953, + "TN": 61051873, + "TP": 255672, + "n_pred": 265703, + "n_ref": 270576 + }, + "15": { + "Dice": 0.8081052228734869, + "FN": 17988, + "FP": 20120, + "IoU": 0.6780004731807888, + "TN": 61214132, + "TP": 80240, + "n_pred": 100360, + "n_ref": 98228 + }, + "2": { + "Dice": 0.8814763720603355, + "FN": 25482, + "FP": 10946, + "IoU": 0.7880713022433212, + "TN": 61160592, + "TP": 135460, + "n_pred": 146406, + "n_ref": 160942 + }, + "3": { + "Dice": 0.8730606696415378, + "FN": 10471, + "FP": 23893, + "IoU": 0.774718430817239, + "TN": 61179942, + "TP": 118174, + "n_pred": 142067, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9283687452418853, + "FN": 1947, + "FP": 4263, + "IoU": 0.8663136140532163, + "TN": 61286028, + "TP": 40242, + "n_pred": 44505, + "n_ref": 42189 + }, + "5": { + "Dice": 0.6860145414553676, + "FN": 2958, + "FP": 2181, + "IoU": 0.522086859481075, + "TN": 61321727, + "TP": 5614, + "n_pred": 7795, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9469618808417618, + "FN": 31255, + "FP": 100347, + "IoU": 0.8992664782151761, + "TN": 60026043, + "TP": 1174835, + "n_pred": 1275182, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.5005203299127395, + "FN": 129918, + "FP": 18391, + "IoU": 0.3337960093074235, + "TN": 61109862, + "TP": 74309, + "n_pred": 92700, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9196840234515821, + "FN": 9506, + "FP": 3193, + "IoU": 0.8513102123972555, + "TN": 61247074, + "TP": 72707, + "n_pred": 75900, + "n_ref": 82213 + }, + "9": { + "Dice": 0.831913760979505, + "FN": 7115, + "FP": 15619, + "IoU": 0.7122023470434089, + "TN": 61253487, + "TP": 56259, + "n_pred": 71878, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9727156610642524, + "FN": 4284, + "FP": 5414, + "IoU": 0.9468806485183765, + "TN": 148924930, + "TP": 172872, + "n_pred": 178286, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8541875973487428, + "FN": 9461, + "FP": 12164, + "IoU": 0.7454864298660641, + "TN": 149022534, + "TP": 63341, + "n_pred": 75505, + "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": 0.7340887605712971, + "FN": 26904, + "FP": 14726, + "IoU": 0.5798895986598448, + "TN": 149008407, + "TP": 57463, + "n_pred": 72189, + "n_ref": 84367 + }, + "14": { + "Dice": 0.895348952008609, + "FN": 2377, + "FP": 18823, + "IoU": 0.8105265039458749, + "TN": 148995611, + "TP": 90689, + "n_pred": 109512, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8197202668868877, + "FN": 6776, + "FP": 6977, + "IoU": 0.6945135495335406, + "TN": 149062480, + "TP": 31267, + "n_pred": 38244, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9418221734357849, + "FN": 2564, + "FP": 16516, + "IoU": 0.8900414937759336, + "TN": 148933980, + "TP": 154440, + "n_pred": 170956, + "n_ref": 157004 + }, + "3": { + "Dice": 0.8246138312338672, + "FN": 9451, + "FP": 12088, + "IoU": 0.7015684318452629, + "TN": 149035326, + "TP": 50635, + "n_pred": 62723, + "n_ref": 60086 + }, + "4": { + "Dice": 0.8989835520236555, + "FN": 1511, + "FP": 3955, + "IoU": 0.8165032899154022, + "TN": 149077712, + "TP": 24322, + "n_pred": 28277, + "n_ref": 25833 + }, + "5": { + "Dice": 0.058784581282206295, + "FN": 32695, + "FP": 0, + "IoU": 0.03028235852414284, + "TN": 149073784, + "TP": 1021, + "n_pred": 1021, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9686101405343092, + "FN": 32265, + "FP": 37332, + "IoU": 0.939130951933244, + "TN": 147964111, + "TP": 1073792, + "n_pred": 1111124, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.9283487811190674, + "FN": 27638, + "FP": 10566, + "IoU": 0.8662788459182567, + "TN": 148821801, + "TP": 247495, + "n_pred": 258061, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9069835713629427, + "FN": 26704, + "FP": 14803, + "IoU": 0.8297986632222085, + "TN": 148863630, + "TP": 202363, + "n_pred": 217166, + "n_ref": 229067 + }, + "9": { + "Dice": 0.9014256122821981, + "FN": 9808, + "FP": 7181, + "IoU": 0.8205412599822538, + "TN": 149012832, + "TP": 77679, + "n_pred": 84860, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9151134502752201, + "FN": 78944, + "FP": 1973, + "IoU": 0.843510734378052, + "TN": 100195723, + "TP": 436160, + "n_pred": 438133, + "n_ref": 515104 + }, + "10": { + "Dice": 0.5816356432111506, + "FN": 15645, + "FP": 17192, + "IoU": 0.4100749151141692, + "TN": 100657137, + "TP": 22826, + "n_pred": 40018, + "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": 0.05853868503174432, + "FN": 37523, + "FP": 14971, + "IoU": 0.030151867863873184, + "TN": 100658674, + "TP": 1632, + "n_pred": 16603, + "n_ref": 39155 + }, + "14": { + "Dice": 0.5918240568180765, + "FN": 58150, + "FP": 73919, + "IoU": 0.4202770681345308, + "TN": 100484986, + "TP": 95745, + "n_pred": 169664, + "n_ref": 153895 + }, + "15": { + "Dice": 0.9020560286313711, + "FN": 3899, + "FP": 15942, + "IoU": 0.8215865765052874, + "TN": 100601592, + "TP": 91367, + "n_pred": 107309, + "n_ref": 95266 + }, + "2": { + "Dice": 0.751004334834608, + "FN": 86501, + "FP": 10746, + "IoU": 0.6012865823158482, + "TN": 100468898, + "TP": 146655, + "n_pred": 157401, + "n_ref": 233156 + }, + "3": { + "Dice": 0.7930157758882772, + "FN": 19180, + "FP": 87711, + "IoU": 0.657022486331083, + "TN": 100401144, + "TP": 204765, + "n_pred": 292476, + "n_ref": 223945 + }, + "4": { + "Dice": 0.6492685378693686, + "FN": 8566, + "FP": 44466, + "IoU": 0.4806792142423471, + "TN": 100610682, + "TP": 49086, + "n_pred": 93552, + "n_ref": 57652 + }, + "5": { + "Dice": 0.10111594278828522, + "FN": 15508, + "FP": 1649, + "IoU": 0.05325019313541552, + "TN": 100694678, + "TP": 965, + "n_pred": 2614, + "n_ref": 16473 + }, + "6": { + "Dice": 0.8004626219849015, + "FN": 617388, + "FP": 110850, + "IoU": 0.6673094450040773, + "TN": 98523865, + "TP": 1460697, + "n_pred": 1571547, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.7627685813328461, + "FN": 13649, + "FP": 85035, + "IoU": 0.6165124566223531, + "TN": 100455467, + "TP": 158649, + "n_pred": 243684, + "n_ref": 172298 + }, + "8": { + "Dice": 0.8644460011111379, + "FN": 16532, + "FP": 11527, + "IoU": 0.7612548605852272, + "TN": 100595273, + "TP": 89468, + "n_pred": 100995, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7503038388785832, + "FN": 19747, + "FP": 34903, + "IoU": 0.6003890083212682, + "TN": 100576042, + "TP": 82108, + "n_pred": 117011, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9507914914667326, + "FN": 953, + "FP": 7005, + "IoU": 0.9061988000801519, + "TN": 78865861, + "TP": 76881, + "n_pred": 83886, + "n_ref": 77834 + }, + "10": { + "Dice": 0.6959231905465288, + "FN": 15387, + "FP": 5199, + "IoU": 0.533651994653739, + "TN": 78906557, + "TP": 23557, + "n_pred": 28756, + "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": 0.4876966083190364, + "FN": 39080, + "FP": 3621, + "IoU": 0.32248595817599085, + "TN": 78887674, + "TP": 20325, + "n_pred": 23946, + "n_ref": 59405 + }, + "14": { + "Dice": 0.022004305190145897, + "FN": 26809, + "FP": 14081, + "IoU": 0.011124546553808947, + "TN": 78909350, + "TP": 460, + "n_pred": 14541, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8759759617659585, + "FN": 3583, + "FP": 12143, + "IoU": 0.7793213774522185, + "TN": 78879438, + "TP": 55536, + "n_pred": 67679, + "n_ref": 59119 + }, + "2": { + "Dice": 0.9212859290162275, + "FN": 10022, + "FP": 5374, + "IoU": 0.8540594340964027, + "TN": 78845205, + "TP": 90099, + "n_pred": 95473, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9223256405576847, + "FN": 1290, + "FP": 12755, + "IoU": 0.8558481812956729, + "TN": 78853268, + "TP": 83387, + "n_pred": 96142, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8307138098645415, + "FN": 294, + "FP": 6567, + "IoU": 0.7104452416121545, + "TN": 78927005, + "TP": 16834, + "n_pred": 23401, + "n_ref": 17128 + }, + "5": { + "Dice": 0.0050398029895195005, + "FN": 34710, + "FP": 36, + "IoU": 0.0025262674398576104, + "TN": 78915866, + "TP": 88, + "n_pred": 124, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9595889233920043, + "FN": 28638, + "FP": 28505, + "IoU": 0.9223170965465958, + "TN": 78215107, + "TP": 678450, + "n_pred": 706955, + "n_ref": 707088 + }, + "7": { + "Dice": 0.7996668776762311, + "FN": 222765, + "FP": 26928, + "IoU": 0.666204125174957, + "TN": 78202659, + "TP": 498348, + "n_pred": 525276, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8676241481698649, + "FN": 76600, + "FP": 1062, + "IoU": 0.7661980311286389, + "TN": 78618530, + "TP": 254508, + "n_pred": 255570, + "n_ref": 331108 + }, + "9": { + "Dice": 0.7263915289153389, + "FN": 20553, + "FP": 6940, + "IoU": 0.5703413139963743, + "TN": 78886712, + "TP": 36495, + "n_pred": 43435, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9788195633633513, + "FN": 2444, + "FP": 3864, + "IoU": 0.9585177391247164, + "TN": 104852375, + "TP": 145757, + "n_pred": 149621, + "n_ref": 148201 + }, + "10": { + "Dice": 0.878116206743348, + "FN": 7188, + "FP": 15033, + "IoU": 0.7827158320865969, + "TN": 104902173, + "TP": 80046, + "n_pred": 95079, + "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": 0.8560903571264118, + "FN": 12747, + "FP": 9130, + "IoU": 0.7483898422045361, + "TN": 104917492, + "TP": 65071, + "n_pred": 74201, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9230687131869818, + "FN": 892, + "FP": 10641, + "IoU": 0.8571286993793591, + "TN": 104923717, + "TP": 69190, + "n_pred": 79831, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8514006039779236, + "FN": 3920, + "FP": 3215, + "IoU": 0.7412511332728922, + "TN": 104976865, + "TP": 20440, + "n_pred": 23655, + "n_ref": 24360 + }, + "2": { + "Dice": 0.9232200879869659, + "FN": 21439, + "FP": 3396, + "IoU": 0.8573897763945195, + "TN": 104830294, + "TP": 149311, + "n_pred": 152707, + "n_ref": 170750 + }, + "3": { + "Dice": 0.928869236406634, + "FN": 2716, + "FP": 20384, + "IoU": 0.8671856583509173, + "TN": 104830513, + "TP": 150827, + "n_pred": 171211, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 901, + "IoU": 0.0, + "TN": 105003539, + "TP": 0, + "n_pred": 901, + "n_ref": 0 + }, + "5": { + "Dice": 0.3942616984808997, + "FN": 21684, + "FP": 4115, + "IoU": 0.24553297265682117, + "TN": 104970245, + "TP": 8396, + "n_pred": 12511, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9783610390073624, + "FN": 29003, + "FP": 24383, + "IoU": 0.9576387318439522, + "TN": 103744185, + "TP": 1206869, + "n_pred": 1231252, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.938435184344057, + "FN": 13153, + "FP": 15311, + "IoU": 0.884011197907116, + "TN": 104759037, + "TP": 216939, + "n_pred": 232250, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9314740466631424, + "FN": 40204, + "FP": 7758, + "IoU": 0.8717374096102006, + "TN": 104630504, + "TP": 325974, + "n_pred": 333732, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9225745467044771, + "FN": 7666, + "FP": 6750, + "IoU": 0.8562769181687669, + "TN": 104904136, + "TP": 85888, + "n_pred": 92638, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9803638165637711, + "FN": 14540, + "FP": 1627, + "IoU": 0.961483941517152, + "TN": 177256541, + "TP": 403580, + "n_pred": 405207, + "n_ref": 418120 + }, + "10": { + "Dice": 0.6538886527836804, + "FN": 33496, + "FP": 7224, + "IoU": 0.4857611921449769, + "TN": 177597103, + "TP": 38465, + "n_pred": 45689, + "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": 0.8526528464421909, + "FN": 11459, + "FP": 11222, + "IoU": 0.7431515769208992, + "TN": 177587983, + "TP": 65624, + "n_pred": 76846, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9286443802311678, + "FN": 1686, + "FP": 9772, + "IoU": 0.8667937733238779, + "TN": 177590271, + "TP": 74559, + "n_pred": 84331, + "n_ref": 76245 + }, + "15": { + "Dice": 0.6473412356797563, + "FN": 3618, + "FP": 17684, + "IoU": 0.4785695052994884, + "TN": 177635435, + "TP": 19551, + "n_pred": 37235, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9702995928549575, + "FN": 8221, + "FP": 4399, + "IoU": 0.942312527140996, + "TN": 177457523, + "TP": 206145, + "n_pred": 210544, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9779545232751049, + "FN": 6623, + "FP": 2413, + "IoU": 0.9568600865089899, + "TN": 177466830, + "TP": 200422, + "n_pred": 202835, + "n_ref": 207045 + }, + "4": { + "Dice": 0.8461134524498781, + "FN": 3013, + "FP": 8416, + "IoU": 0.7332726551378095, + "TN": 177633439, + "TP": 31420, + "n_pred": 39836, + "n_ref": 34433 + }, + "5": { + "Dice": 0.5294628571428571, + "FN": 19599, + "FP": 987, + "IoU": 0.36004725192738124, + "TN": 177644120, + "TP": 11582, + "n_pred": 12569, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9549028306339167, + "FN": 120145, + "FP": 39049, + "IoU": 0.9136976528346402, + "TN": 175831680, + "TP": 1685414, + "n_pred": 1724463, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8579885982457549, + "FN": 10220, + "FP": 108279, + "IoU": 0.7512960001343223, + "TN": 177199822, + "TP": 357967, + "n_pred": 466246, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8637612280785134, + "FN": 17701, + "FP": 39631, + "IoU": 0.7601934113001724, + "TN": 177437212, + "TP": 181744, + "n_pred": 221375, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9331649806715345, + "FN": 9215, + "FP": 8835, + "IoU": 0.8747041142865076, + "TN": 177532229, + "TP": 126009, + "n_pred": 134844, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.963403655927644, + "FN": 5129, + "FP": 8693, + "IoU": 0.9293913310004853, + "TN": 193809780, + "TP": 181933, + "n_pred": 190626, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8928517991033577, + "FN": 6488, + "FP": 12847, + "IoU": 0.8064428938964692, + "TN": 193905642, + "TP": 80558, + "n_pred": 93405, + "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": 0.7463930903045294, + "FN": 20860, + "FP": 10411, + "IoU": 0.5953964392919987, + "TN": 193928247, + "TP": 46017, + "n_pred": 56428, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8566368220999304, + "FN": 1417, + "FP": 23514, + "IoU": 0.749225476784421, + "TN": 193906119, + "TP": 74485, + "n_pred": 97999, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7836032485943583, + "FN": 4660, + "FP": 4346, + "IoU": 0.644200379266751, + "TN": 193980223, + "TP": 16306, + "n_pred": 20652, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9581535728855659, + "FN": 6200, + "FP": 5391, + "IoU": 0.9196687227112066, + "TN": 193861245, + "TP": 132699, + "n_pred": 138090, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9571545428417725, + "FN": 4672, + "FP": 6956, + "IoU": 0.9178297093512165, + "TN": 193864024, + "TP": 129883, + "n_pred": 136839, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8848162903939797, + "FN": 1041, + "FP": 4163, + "IoU": 0.7934264845982851, + "TN": 193980343, + "TP": 19988, + "n_pred": 24151, + "n_ref": 21029 + }, + "5": { + "Dice": 0.262966981863277, + "FN": 23029, + "FP": 744, + "IoU": 0.1513885914185764, + "TN": 193977521, + "TP": 4241, + "n_pred": 4985, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9595470198148642, + "FN": 34313, + "FP": 79589, + "IoU": 0.9222396764571954, + "TN": 192540752, + "TP": 1350881, + "n_pred": 1430470, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9523131363432573, + "FN": 15041, + "FP": 15698, + "IoU": 0.9089673349720141, + "TN": 193667865, + "TP": 306931, + "n_pred": 322629, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9316397662416386, + "FN": 23157, + "FP": 8871, + "IoU": 0.8720277457016937, + "TN": 193755262, + "TP": 218245, + "n_pred": 227116, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8743594351593176, + "FN": 18139, + "FP": 4932, + "IoU": 0.7767661032037079, + "TN": 193902186, + "TP": 80278, + "n_pred": 85210, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9586817070203967, + "FN": 2142, + "FP": 7539, + "IoU": 0.9206423372024395, + "TN": 99533808, + "TP": 112311, + "n_pred": 119850, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8565980001885246, + "FN": 12617, + "FP": 7160, + "IoU": 0.7491660853573467, + "TN": 99576955, + "TP": 59068, + "n_pred": 66228, + "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": 0.7296763409816137, + "FN": 14218, + "FP": 8909, + "IoU": 0.5744019138755981, + "TN": 99601460, + "TP": 31213, + "n_pred": 40122, + "n_ref": 45431 + }, + "14": { + "Dice": 0.11505195694107398, + "FN": 50442, + "FP": 6446, + "IoU": 0.06103720331429703, + "TN": 99595214, + "TP": 3698, + "n_pred": 10144, + "n_ref": 54140 + }, + "15": { + "Dice": 0.656439367555896, + "FN": 19098, + "FP": 632, + "IoU": 0.48858187096606964, + "TN": 99617221, + "TP": 18849, + "n_pred": 19481, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9596886586552368, + "FN": 5264, + "FP": 3934, + "IoU": 0.9225013902229412, + "TN": 99537114, + "TP": 109488, + "n_pred": 113422, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9604538788854966, + "FN": 3953, + "FP": 5917, + "IoU": 0.9239165626011748, + "TN": 99526074, + "TP": 119856, + "n_pred": 125773, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8824507121487202, + "FN": 1651, + "FP": 2946, + "IoU": 0.7896302397949845, + "TN": 99633948, + "TP": 17255, + "n_pred": 20201, + "n_ref": 18906 + }, + "5": { + "Dice": 0.6478268054866965, + "FN": 3046, + "FP": 1216, + "IoU": 0.4791004644341237, + "TN": 99647618, + "TP": 3920, + "n_pred": 5136, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9692200821339169, + "FN": 41186, + "FP": 42204, + "IoU": 0.9402783905029821, + "TN": 98259488, + "TP": 1312922, + "n_pred": 1355126, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.910840293463606, + "FN": 10916, + "FP": 19636, + "IoU": 0.8362779930228446, + "TN": 99469191, + "TP": 156057, + "n_pred": 175693, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9522327331909266, + "FN": 7308, + "FP": 2084, + "IoU": 0.9088208453876473, + "TN": 99552794, + "TP": 93614, + "n_pred": 95698, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9183300277886735, + "FN": 12421, + "FP": 2362, + "IoU": 0.8489928086949415, + "TN": 99557904, + "TP": 83113, + "n_pred": 85475, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9612860983476084, + "FN": 31429, + "FP": 2037, + "IoU": 0.925458008040895, + "TN": 62634565, + "TP": 415489, + "n_pred": 417526, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8839903816169694, + "FN": 7062, + "FP": 9679, + "IoU": 0.7920992499130693, + "TN": 63002996, + "TP": 63783, + "n_pred": 73462, + "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": 0.7331125354428268, + "FN": 14887, + "FP": 7515, + "IoU": 0.5786721835621591, + "TN": 63030350, + "TP": 30768, + "n_pred": 38283, + "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": 0.9760785767530484, + "FN": 1541, + "FP": 4460, + "IoU": 0.9532748847639217, + "TN": 62955088, + "TP": 122431, + "n_pred": 126891, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9810223612487612, + "FN": 888, + "FP": 4014, + "IoU": 0.9627516090058738, + "TN": 62951917, + "TP": 126701, + "n_pred": 130715, + "n_ref": 127589 + }, + "4": { + "Dice": 0.4430959752321981, + "FN": 12662, + "FP": 829, + "IoU": 0.28460069996818327, + "TN": 63064662, + "TP": 5367, + "n_pred": 6196, + "n_ref": 18029 + }, + "5": { + "Dice": 0.3896618446512485, + "FN": 12725, + "FP": 523, + "IoU": 0.2419751673628197, + "TN": 63066043, + "TP": 4229, + "n_pred": 4752, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9248182689549503, + "FN": 138280, + "FP": 22907, + "IoU": 0.8601506538397468, + "TN": 61930944, + "TP": 991389, + "n_pred": 1014296, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.8809875526710902, + "FN": 11139, + "FP": 28177, + "IoU": 0.7872902171678371, + "TN": 62898686, + "TP": 145518, + "n_pred": 173695, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9227993140229539, + "FN": 14025, + "FP": 2361, + "IoU": 0.8566642465381957, + "TN": 62969201, + "TP": 97933, + "n_pred": 100294, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8730117509576056, + "FN": 2548, + "FP": 9188, + "IoU": 0.7746413963938015, + "TN": 63031443, + "TP": 40341, + "n_pred": 49529, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.974512108567262, + "FN": 11108, + "FP": 4657, + "IoU": 0.9502911898898618, + "TN": 109291671, + "TP": 301382, + "n_pred": 306039, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6226273291356191, + "FN": 19995, + "FP": 62353, + "IoU": 0.45203984535636577, + "TN": 109458537, + "TP": 67933, + "n_pred": 130286, + "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": 0.6565647046152189, + "FN": 32012, + "FP": 19006, + "IoU": 0.48872074961166506, + "TN": 109509033, + "TP": 48767, + "n_pred": 67773, + "n_ref": 80779 + }, + "14": { + "Dice": 0.7005636098026643, + "FN": 24263, + "FP": 37844, + "IoU": 0.539128821608786, + "TN": 109474058, + "TP": 72653, + "n_pred": 110497, + "n_ref": 96916 + }, + "15": { + "Dice": 0.9172424497551844, + "FN": 6034, + "FP": 11561, + "IoU": 0.8471355840906326, + "TN": 109493716, + "TP": 97507, + "n_pred": 109068, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7971146431027331, + "FN": 70902, + "FP": 1973, + "IoU": 0.6626688391642056, + "TN": 109392784, + "TP": 143159, + "n_pred": 145132, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8616918279973642, + "FN": 11611, + "FP": 63531, + "IoU": 0.7569934479881507, + "TN": 109299600, + "TP": 234076, + "n_pred": 297607, + "n_ref": 245687 + }, + "4": { + "Dice": 0.6308369347528197, + "FN": 26351, + "FP": 1667, + "IoU": 0.4607463864349366, + "TN": 109556861, + "TP": 23939, + "n_pred": 25606, + "n_ref": 50290 + }, + "5": { + "Dice": 0.5418137475129966, + "FN": 6331, + "FP": 808, + "IoU": 0.3715669014084507, + "TN": 109597458, + "TP": 4221, + "n_pred": 5029, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9650262962877284, + "FN": 40711, + "FP": 46975, + "IoU": 0.9324162467378118, + "TN": 108311376, + "TP": 1209756, + "n_pred": 1256731, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.83098274764677, + "FN": 307565, + "FP": 54641, + "IoU": 0.7108387373873252, + "TN": 108356209, + "TP": 890403, + "n_pred": 945044, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9457316331383196, + "FN": 3904, + "FP": 5910, + "IoU": 0.8970501846257133, + "TN": 109513490, + "TP": 85514, + "n_pred": 91424, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7301620324064813, + "FN": 9575, + "FP": 24148, + "IoU": 0.5750040958298152, + "TN": 109529469, + "TP": 45626, + "n_pred": 69774, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9077678850484441, + "FN": 2139, + "FP": 9370, + "IoU": 0.8311126111583952, + "TN": 66999206, + "TP": 56637, + "n_pred": 66007, + "n_ref": 58776 + }, + "10": { + "Dice": 0.758200642627633, + "FN": 25703, + "FP": 8161, + "IoU": 0.6105661418862196, + "TN": 66980395, + "TP": 53093, + "n_pred": 61254, + "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": 0.512386890730743, + "FN": 21365, + "FP": 10698, + "IoU": 0.3444355844527592, + "TN": 67018443, + "TP": 16846, + "n_pred": 27544, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8356599744903352, + "FN": 16183, + "FP": 7138, + "IoU": 0.717711283801777, + "TN": 66984738, + "TP": 59293, + "n_pred": 66431, + "n_ref": 75476 + }, + "15": { + "Dice": 0.17293791389474003, + "FN": 25656, + "FP": 28921, + "IoU": 0.09465355075228506, + "TN": 67007069, + "TP": 5706, + "n_pred": 34627, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9538032805920502, + "FN": 6395, + "FP": 7132, + "IoU": 0.911686361559052, + "TN": 66914182, + "TP": 139643, + "n_pred": 146775, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9515609848285349, + "FN": 6799, + "FP": 8836, + "IoU": 0.9075978393201187, + "TN": 66898146, + "TP": 153571, + "n_pred": 162407, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 14, + "IoU": 0.0, + "TN": 67054299, + "TP": 0, + "n_pred": 14, + "n_ref": 13039 + }, + "5": { + "Dice": 0.12062561094819159, + "FN": 8304, + "FP": 692, + "IoU": 0.06418391761156766, + "TN": 67057739, + "TP": 617, + "n_pred": 1309, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9634956598554584, + "FN": 53518, + "FP": 24253, + "IoU": 0.9295625908533078, + "TN": 65963237, + "TP": 1026344, + "n_pred": 1050597, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.9012952510511619, + "FN": 56119, + "FP": 8602, + "IoU": 0.8203252529066216, + "TN": 66707140, + "TP": 295491, + "n_pred": 304093, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9364678384663511, + "FN": 6383, + "FP": 4381, + "IoU": 0.8805261113269327, + "TN": 66977257, + "TP": 79331, + "n_pred": 83712, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9078168774802382, + "FN": 6542, + "FP": 7837, + "IoU": 0.831194750002935, + "TN": 66982171, + "TP": 70802, + "n_pred": 78639, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8333154014113477, + "FN": 48549, + "FP": 4125, + "IoU": 0.7142593657441061, + "TN": 74334938, + "TP": 131668, + "n_pred": 135793, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7567462628615803, + "FN": 15220, + "FP": 11093, + "IoU": 0.608682073703935, + "TN": 74452038, + "TP": 40929, + "n_pred": 52022, + "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": 0.5311312481730488, + "FN": 19269, + "FP": 22435, + "IoU": 0.361592039800995, + "TN": 74453955, + "TP": 23621, + "n_pred": 46056, + "n_ref": 42890 + }, + "14": { + "Dice": 0.4147669505885543, + "FN": 22746, + "FP": 3157, + "IoU": 0.26164414799612334, + "TN": 74484198, + "TP": 9179, + "n_pred": 12336, + "n_ref": 31925 + }, + "15": { + "Dice": 0.6983227561196736, + "FN": 11873, + "FP": 4099, + "IoU": 0.536479192059899, + "TN": 74484822, + "TP": 18486, + "n_pred": 22585, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9534680456995401, + "FN": 3457, + "FP": 9959, + "IoU": 0.9110739923243651, + "TN": 74368413, + "TP": 137451, + "n_pred": 147410, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9652847120459586, + "FN": 6769, + "FP": 3939, + "IoU": 0.9328988595062038, + "TN": 74359700, + "TP": 148872, + "n_pred": 152811, + "n_ref": 155641 + }, + "4": { + "Dice": 0.6305455219042326, + "FN": 6470, + "FP": 1508, + "IoU": 0.4604355471391857, + "TN": 74504494, + "TP": 6808, + "n_pred": 8316, + "n_ref": 13278 + }, + "5": { + "Dice": 0.4933157597439277, + "FN": 6224, + "FP": 1849, + "IoU": 0.32741814546363407, + "TN": 74507277, + "TP": 3930, + "n_pred": 5779, + "n_ref": 10154 + }, + "6": { + "Dice": 0.960065576134962, + "FN": 61662, + "FP": 66808, + "IoU": 0.9231981883691915, + "TN": 72846533, + "TP": 1544277, + "n_pred": 1611085, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.7219793087889304, + "FN": 66385, + "FP": 11252, + "IoU": 0.564919890385165, + "TN": 74340837, + "TP": 100806, + "n_pred": 112058, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9586281644344662, + "FN": 2466, + "FP": 2878, + "IoU": 0.9205435865411778, + "TN": 74452023, + "TP": 61913, + "n_pred": 64791, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9149974234998739, + "FN": 9402, + "FP": 6104, + "IoU": 0.8433135951173177, + "TN": 74420318, + "TP": 83456, + "n_pred": 89560, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9257744147552613, + "FN": 8866, + "FP": 35080, + "IoU": 0.8618063351603601, + "TN": 65733177, + "TP": 274057, + "n_pred": 309137, + "n_ref": 282923 + }, + "10": { + "Dice": 0.7490071641205143, + "FN": 26292, + "FP": 12071, + "IoU": 0.5987301786536128, + "TN": 65955576, + "TP": 57241, + "n_pred": 69312, + "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": 0.6899002083561794, + "FN": 16170, + "FP": 12108, + "IoU": 0.5266012656108748, + "TN": 65991446, + "TP": 31456, + "n_pred": 43564, + "n_ref": 47626 + }, + "14": { + "Dice": 0.9141195717317006, + "FN": 2234, + "FP": 8370, + "IoU": 0.841823416220409, + "TN": 65984141, + "TP": 56435, + "n_pred": 64805, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7574832726845874, + "FN": 5237, + "FP": 7159, + "IoU": 0.6096362777515352, + "TN": 66019425, + "TP": 19359, + "n_pred": 26518, + "n_ref": 24596 + }, + "2": { + "Dice": 0.8375000980569044, + "FN": 37187, + "FP": 4243, + "IoU": 0.720430252645217, + "TN": 65902988, + "TP": 106762, + "n_pred": 111005, + "n_ref": 143949 + }, + "3": { + "Dice": 0.8689327926839789, + "FN": 5750, + "FP": 39826, + "IoU": 0.7682415218684688, + "TN": 65854527, + "TP": 151077, + "n_pred": 190903, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8947322836009631, + "FN": 3702, + "FP": 2375, + "IoU": 0.8095163464251011, + "TN": 66019277, + "TP": 25826, + "n_pred": 28201, + "n_ref": 29528 + }, + "5": { + "Dice": 0.7777845293795953, + "FN": 3579, + "FP": 78, + "IoU": 0.6363726757482351, + "TN": 66041123, + "TP": 6400, + "n_pred": 6478, + "n_ref": 9979 + }, + "6": { + "Dice": 0.968196932554054, + "FN": 33924, + "FP": 31085, + "IoU": 0.9383543847671066, + "TN": 64996620, + "TP": 989551, + "n_pred": 1020636, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.9107979559857062, + "FN": 152631, + "FP": 8752, + "IoU": 0.8362066165694358, + "TN": 65065896, + "TP": 823901, + "n_pred": 832653, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9285842221961448, + "FN": 6124, + "FP": 5439, + "IoU": 0.8666889562701039, + "TN": 65964443, + "TP": 75174, + "n_pred": 80613, + "n_ref": 81298 + }, + "9": { + "Dice": 0.850294997042035, + "FN": 16905, + "FP": 1821, + "IoU": 0.7395766695407894, + "TN": 65979274, + "TP": 53180, + "n_pred": 55001, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9784605281371624, + "FN": 1672, + "FP": 5019, + "IoU": 0.9578293889641698, + "TN": 113313875, + "TP": 151974, + "n_pred": 156993, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8882092135524101, + "FN": 5642, + "FP": 13218, + "IoU": 0.7988995990787341, + "TN": 113378756, + "TP": 74924, + "n_pred": 88142, + "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": 0.653339895058605, + "FN": 29747, + "FP": 20266, + "IoU": 0.48515575137427686, + "TN": 113375398, + "TP": 47129, + "n_pred": 67395, + "n_ref": 76876 + }, + "14": { + "Dice": 0.968329140433226, + "FN": 9748, + "FP": 6857, + "IoU": 0.9386027834883824, + "TN": 113202088, + "TP": 253847, + "n_pred": 260704, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7673759447913243, + "FN": 3202, + "FP": 8124, + "IoU": 0.6225547372279802, + "TN": 113442533, + "TP": 18681, + "n_pred": 26805, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9648291696920933, + "FN": 4176, + "FP": 4785, + "IoU": 0.9320482585517884, + "TN": 113340667, + "TP": 122912, + "n_pred": 127697, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9117386515070983, + "FN": 1939, + "FP": 20977, + "IoU": 0.8377938376381152, + "TN": 113331263, + "TP": 118361, + "n_pred": 139338, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8277032463827484, + "FN": 2804, + "FP": 8973, + "IoU": 0.706052664420317, + "TN": 113432475, + "TP": 28288, + "n_pred": 37261, + "n_ref": 31092 + }, + "5": { + "Dice": 0.13874883812635552, + "FN": 30363, + "FP": 214, + "IoU": 0.07454600484261502, + "TN": 113439500, + "TP": 2463, + "n_pred": 2677, + "n_ref": 32826 + }, + "6": { + "Dice": 0.960525445673435, + "FN": 39721, + "FP": 51013, + "IoU": 0.9240490223406401, + "TN": 112277901, + "TP": 1103905, + "n_pred": 1154918, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.9196335042609932, + "FN": 16982, + "FP": 18156, + "IoU": 0.8512236429841646, + "TN": 113236360, + "TP": 201042, + "n_pred": 219198, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9240965374375505, + "FN": 27663, + "FP": 3042, + "IoU": 0.8589028380266157, + "TN": 113254924, + "TP": 186911, + "n_pred": 189953, + "n_ref": 214574 + }, + "9": { + "Dice": 0.896318018898664, + "FN": 16838, + "FP": 3845, + "IoU": 0.8121162021728862, + "TN": 113362456, + "TP": 89401, + "n_pred": 93246, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8670108573987015, + "FN": 3254, + "FP": 34766, + "IoU": 0.7652419822912679, + "TN": 75034774, + "TP": 123934, + "n_pred": 158700, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8894332843377429, + "FN": 12919, + "FP": 8745, + "IoU": 0.8008823529411765, + "TN": 75087928, + "TP": 87136, + "n_pred": 95881, + "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": 0.7006673272709735, + "FN": 15309, + "FP": 18826, + "IoU": 0.5392516804794428, + "TN": 75122642, + "TP": 39951, + "n_pred": 58777, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9269821236222786, + "FN": 5259, + "FP": 14874, + "IoU": 0.8639018454674509, + "TN": 75048798, + "TP": 127797, + "n_pred": 142671, + "n_ref": 133056 + }, + "15": { + "Dice": 0.8998544194107453, + "FN": 8910, + "FP": 5536, + "IoU": 0.8179412209507486, + "TN": 75117380, + "TP": 64902, + "n_pred": 70438, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9479321829654053, + "FN": 4717, + "FP": 10838, + "IoU": 0.9010181355392937, + "TN": 75039578, + "TP": 141595, + "n_pred": 152433, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9438717217582605, + "FN": 3357, + "FP": 13788, + "IoU": 0.8937093544447406, + "TN": 75035425, + "TP": 144158, + "n_pred": 157946, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9057153965785381, + "FN": 1668, + "FP": 3182, + "IoU": 0.827678095576479, + "TN": 75168583, + "TP": 23295, + "n_pred": 26477, + "n_ref": 24963 + }, + "5": { + "Dice": 0.37568363483382416, + "FN": 5915, + "FP": 21, + "IoU": 0.23128723128723128, + "TN": 75189006, + "TP": 1786, + "n_pred": 1807, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9772989681855896, + "FN": 29197, + "FP": 27821, + "IoU": 0.9556057320600613, + "TN": 73912373, + "TP": 1227337, + "n_pred": 1255158, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9376104149800557, + "FN": 8782, + "FP": 10253, + "IoU": 0.8825485755891082, + "TN": 75034661, + "TP": 143032, + "n_pred": 153285, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9229610190666926, + "FN": 11233, + "FP": 1038, + "IoU": 0.8569430033692015, + "TN": 75110951, + "TP": 73506, + "n_pred": 74544, + "n_ref": 84739 + }, + "9": { + "Dice": 0.824530991694052, + "FN": 15636, + "FP": 10581, + "IoU": 0.7014485161819299, + "TN": 75108914, + "TP": 61597, + "n_pred": 72178, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9722045991596098, + "FN": 4377, + "FP": 7715, + "IoU": 0.9459125798429086, + "TN": 86704308, + "TP": 211472, + "n_pred": 219187, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7001979074828758, + "FN": 12043, + "FP": 36584, + "IoU": 0.5386957841611961, + "TN": 86822460, + "TP": 56785, + "n_pred": 93369, + "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": 0.5734960727289381, + "FN": 17795, + "FP": 38080, + "IoU": 0.4020290878736315, + "TN": 86834431, + "TP": 37566, + "n_pred": 75646, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8742835761502872, + "FN": 9676, + "FP": 11491, + "IoU": 0.7766463717038272, + "TN": 86833103, + "TP": 73602, + "n_pred": 85093, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8870194223769163, + "FN": 29114, + "FP": 4904, + "IoU": 0.7969765512631523, + "TN": 86760315, + "TP": 133539, + "n_pred": 138443, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9485207621455951, + "FN": 5689, + "FP": 7177, + "IoU": 0.902082255167585, + "TN": 86796476, + "TP": 118530, + "n_pred": 125707, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9585538787634529, + "FN": 9810, + "FP": 4073, + "IoU": 0.9204065954226482, + "TN": 86753448, + "TP": 160541, + "n_pred": 164614, + "n_ref": 170351 + }, + "4": { + "Dice": 0.8082053996823716, + "FN": 1255, + "FP": 5991, + "IoU": 0.6781415182339093, + "TN": 86905359, + "TP": 15267, + "n_pred": 21258, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8197751952752905, + "FN": 1170, + "FP": 722, + "IoU": 0.694592413236481, + "TN": 86921677, + "TP": 4303, + "n_pred": 5025, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9539843180614561, + "FN": 25056, + "FP": 85814, + "IoU": 0.912017223578781, + "TN": 85667739, + "TP": 1149263, + "n_pred": 1235077, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.9284095033161264, + "FN": 120170, + "FP": 19098, + "IoU": 0.8663845995174158, + "TN": 85885567, + "TP": 903037, + "n_pred": 922135, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9223704873770537, + "FN": 4170, + "FP": 4283, + "IoU": 0.855925414600058, + "TN": 86869201, + "TP": 50218, + "n_pred": 54501, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8352048223770054, + "FN": 5314, + "FP": 12620, + "IoU": 0.7170400757336699, + "TN": 86864492, + "TP": 45446, + "n_pred": 58066, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8665164515707201, + "FN": 2320, + "FP": 24220, + "IoU": 0.7644720144121119, + "TN": 37636917, + "TP": 86143, + "n_pred": 110363, + "n_ref": 88463 + }, + "10": { + "Dice": 0.8521766567369173, + "FN": 13330, + "FP": 2599, + "IoU": 0.7424284074187862, + "TN": 37687757, + "TP": 45914, + "n_pred": 48513, + "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": 0.7135808241765003, + "FN": 15889, + "FP": 7388, + "IoU": 0.5547031928529068, + "TN": 37697327, + "TP": 28996, + "n_pred": 36384, + "n_ref": 44885 + }, + "14": { + "Dice": 0.39608856219594474, + "FN": 11040, + "FP": 261068, + "IoU": 0.24695164138129527, + "TN": 37388258, + "TP": 89234, + "n_pred": 350302, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 8303, + "IoU": 0.0, + "TN": 37741297, + "TP": 0, + "n_pred": 8303, + "n_ref": 0 + }, + "2": { + "Dice": 0.8359767521675284, + "FN": 25940, + "FP": 3213, + "IoU": 0.7181787423268403, + "TN": 37646155, + "TP": 74292, + "n_pred": 77505, + "n_ref": 100232 + }, + "3": { + "Dice": 0.9532829207042753, + "FN": 4047, + "FP": 4250, + "IoU": 0.9107359950080152, + "TN": 37656651, + "TP": 84652, + "n_pred": 88902, + "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": 0.7477350276503119, + "FN": 3694, + "FP": 594, + "IoU": 0.597106079113032, + "TN": 37738957, + "TP": 6355, + "n_pred": 6949, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9503420964382174, + "FN": 59551, + "FP": 11823, + "IoU": 0.90538269012546, + "TN": 36995256, + "TP": 682970, + "n_pred": 694793, + "n_ref": 742521 + }, + "7": { + "Dice": 0.9255866668045813, + "FN": 32095, + "FP": 18264, + "IoU": 0.8614809945179932, + "TN": 37386047, + "TP": 313194, + "n_pred": 331458, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9417996984036192, + "FN": 5639, + "FP": 3315, + "IoU": 0.8900013513347502, + "TN": 37668199, + "TP": 72447, + "n_pred": 75762, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8777788479218289, + "FN": 4645, + "FP": 9314, + "IoU": 0.7821799172973395, + "TN": 37685515, + "TP": 50126, + "n_pred": 59440, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9679210395310325, + "FN": 7482, + "FP": 5148, + "IoU": 0.9378362282389885, + "TN": 75703515, + "TP": 190543, + "n_pred": 195691, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9257134367749293, + "FN": 8183, + "FP": 8818, + "IoU": 0.8617006564765027, + "TN": 75783759, + "TP": 105928, + "n_pred": 114746, + "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": 0.7610374233206112, + "FN": 11292, + "FP": 7679, + "IoU": 0.6142537616917446, + "TN": 75857508, + "TP": 30209, + "n_pred": 37888, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9230184433395673, + "FN": 2268, + "FP": 17984, + "IoU": 0.857042014908516, + "TN": 75765024, + "TP": 121412, + "n_pred": 139396, + "n_ref": 123680 + }, + "15": { + "Dice": 0.8471913133093364, + "FN": 45464, + "FP": 5691, + "IoU": 0.7348932421227198, + "TN": 75713728, + "TP": 141805, + "n_pred": 147496, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9566245259493327, + "FN": 8194, + "FP": 8539, + "IoU": 0.9168554846659909, + "TN": 75705436, + "TP": 184519, + "n_pred": 193058, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9620442403036461, + "FN": 11205, + "FP": 7735, + "IoU": 0.9268643979441713, + "TN": 75647717, + "TP": 240031, + "n_pred": 247766, + "n_ref": 251236 + }, + "4": { + "Dice": 0.8989343088913632, + "FN": 1919, + "FP": 4435, + "IoU": 0.8164220501560152, + "TN": 75872076, + "TP": 28258, + "n_pred": 32693, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8244347330419912, + "FN": 951, + "FP": 2745, + "IoU": 0.7013091967027638, + "TN": 75894314, + "TP": 8678, + "n_pred": 11423, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9756478142473206, + "FN": 60635, + "FP": 21549, + "IoU": 0.9524534899395255, + "TN": 74178191, + "TP": 1646313, + "n_pred": 1667862, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.9104940585188596, + "FN": 18660, + "FP": 31490, + "IoU": 0.8356944408041307, + "TN": 75601464, + "TP": 255074, + "n_pred": 286564, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9360575061585684, + "FN": 8341, + "FP": 3054, + "IoU": 0.8798008459826373, + "TN": 75811887, + "TP": 83406, + "n_pred": 86460, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8447755754864049, + "FN": 15157, + "FP": 7844, + "IoU": 0.7312653347353663, + "TN": 75821098, + "TP": 62589, + "n_pred": 70433, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9634462048255151, + "FN": 2008, + "FP": 5052, + "IoU": 0.9294705294705294, + "TN": 61287650, + "TP": 93040, + "n_pred": 98092, + "n_ref": 95048 + }, + "10": { + "Dice": 0.9047744229132242, + "FN": 5776, + "FP": 9438, + "IoU": 0.8261078282337612, + "TN": 61300259, + "TP": 72277, + "n_pred": 81715, + "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": 0.6764613153414465, + "FN": 12635, + "FP": 13020, + "IoU": 0.5111005240590758, + "TN": 61335275, + "TP": 26820, + "n_pred": 39840, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8947877320756554, + "FN": 2144, + "FP": 12981, + "IoU": 0.8096071298196146, + "TN": 61308309, + "TP": 64316, + "n_pred": 77297, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9131726489798278, + "FN": 3234, + "FP": 4277, + "IoU": 0.8402186861810755, + "TN": 61340742, + "TP": 39497, + "n_pred": 43774, + "n_ref": 42731 + }, + "2": { + "Dice": 0.963567848607667, + "FN": 4546, + "FP": 5180, + "IoU": 0.9296969872202625, + "TN": 61249406, + "TP": 128618, + "n_pred": 133798, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9704399761992972, + "FN": 3960, + "FP": 3939, + "IoU": 0.9425773668026083, + "TN": 61250191, + "TP": 129660, + "n_pred": 133599, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7291607396870555, + "FN": 6161, + "FP": 3359, + "IoU": 0.5737631520035819, + "TN": 61365415, + "TP": 12815, + "n_pred": 16174, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0650887573964497, + "FN": 26760, + "FP": 100, + "IoU": 0.03363914373088685, + "TN": 61359955, + "TP": 935, + "n_pred": 1035, + "n_ref": 27695 + }, + "6": { + "Dice": 0.967301056731362, + "FN": 40002, + "FP": 24543, + "IoU": 0.9366728445269031, + "TN": 60368519, + "TP": 954686, + "n_pred": 979229, + "n_ref": 994688 + }, + "7": { + "Dice": 0.9315877424745388, + "FN": 15121, + "FP": 9115, + "IoU": 0.8719365918097755, + "TN": 61198500, + "TP": 165014, + "n_pred": 174129, + "n_ref": 180135 + }, + "8": { + "Dice": 0.8994229749539939, + "FN": 30040, + "FP": 18329, + "IoU": 0.8172285578252885, + "TN": 61123108, + "TP": 216273, + "n_pred": 234602, + "n_ref": 246313 + }, + "9": { + "Dice": 0.8759551189297591, + "FN": 10704, + "FP": 8842, + "IoU": 0.7792883840151763, + "TN": 61299191, + "TP": 69013, + "n_pred": 77855, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9764584702929583, + "FN": 2077, + "FP": 6768, + "IoU": 0.9539998543805452, + "TN": 39556518, + "TP": 183437, + "n_pred": 190205, + "n_ref": 185514 + }, + "10": { + "Dice": 0.719897469908673, + "FN": 11670, + "FP": 19583, + "IoU": 0.5623748512217321, + "TN": 39677385, + "TP": 40162, + "n_pred": 59745, + "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": 0.7712398257114016, + "FN": 13632, + "FP": 4271, + "IoU": 0.6276569194293082, + "TN": 39700718, + "TP": 30179, + "n_pred": 34450, + "n_ref": 43811 + }, + "14": { + "Dice": 0.36572099106477124, + "FN": 18373, + "FP": 33518, + "IoU": 0.22378124485796771, + "TN": 39681949, + "TP": 14960, + "n_pred": 48478, + "n_ref": 33333 + }, + "15": { + "Dice": 0.8711388165240045, + "FN": 4901, + "FP": 8949, + "IoU": 0.7716970246435342, + "TN": 39688135, + "TP": 46815, + "n_pred": 55764, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9593619286319018, + "FN": 3398, + "FP": 6298, + "IoU": 0.9218977808208144, + "TN": 39624655, + "TP": 114449, + "n_pred": 120747, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9583602253856139, + "FN": 2120, + "FP": 9364, + "IoU": 0.9200495687104477, + "TN": 39605161, + "TP": 132155, + "n_pred": 141519, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8941186612357492, + "FN": 3029, + "FP": 1884, + "IoU": 0.8085122968390692, + "TN": 39723143, + "TP": 20744, + "n_pred": 22628, + "n_ref": 23773 + }, + "5": { + "Dice": 0.7918660287081339, + "FN": 1559, + "FP": 1051, + "IoU": 0.6554455445544555, + "TN": 39741225, + "TP": 4965, + "n_pred": 6016, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9769550166693424, + "FN": 18228, + "FP": 24691, + "IoU": 0.9549482501627024, + "TN": 38796140, + "TP": 909741, + "n_pred": 934432, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9674023200990685, + "FN": 26657, + "FP": 20883, + "IoU": 0.9368627674932234, + "TN": 38995837, + "TP": 705423, + "n_pred": 726306, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9601210093461688, + "FN": 1611, + "FP": 2370, + "IoU": 0.9233007090012331, + "TN": 39696896, + "TP": 47923, + "n_pred": 50293, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8940859204898374, + "FN": 1181, + "FP": 8402, + "IoU": 0.8084587555715457, + "TN": 39698769, + "TP": 40448, + "n_pred": 48850, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9477144824515534, + "FN": 5430, + "FP": 4669, + "IoU": 0.9006248462484625, + "TN": 101294983, + "TP": 91526, + "n_pred": 96195, + "n_ref": 96956 + }, + "10": { + "Dice": 0.87742844476294, + "FN": 10151, + "FP": 10032, + "IoU": 0.781623621825736, + "TN": 101304185, + "TP": 72240, + "n_pred": 82272, + "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": 0.8946396326678017, + "FN": 6593, + "FP": 3618, + "IoU": 0.8093646733752777, + "TN": 101343045, + "TP": 43352, + "n_pred": 46970, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9735122411346312, + "FN": 3721, + "FP": 5630, + "IoU": 0.9483914763978343, + "TN": 101215417, + "TP": 171840, + "n_pred": 177470, + "n_ref": 175561 + }, + "15": { + "Dice": 0.9216034868383323, + "FN": 2769, + "FP": 1332, + "IoU": 0.8546054031057222, + "TN": 101368402, + "TP": 24105, + "n_pred": 25437, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9750687919741774, + "FN": 5625, + "FP": 3381, + "IoU": 0.9513504753673293, + "TN": 101211488, + "TP": 176114, + "n_pred": 179495, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9777018776434778, + "FN": 1435, + "FP": 6125, + "IoU": 0.9563764779199196, + "TN": 101223307, + "TP": 165741, + "n_pred": 171866, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8402530827137117, + "FN": 1049, + "FP": 2410, + "IoU": 0.7245141764893278, + "TN": 101384052, + "TP": 9097, + "n_pred": 11507, + "n_ref": 10146 + }, + "5": { + "Dice": 0.5285320222926948, + "FN": 24433, + "FP": 692, + "IoU": 0.35918690063252395, + "TN": 101357400, + "TP": 14083, + "n_pred": 14775, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9774336158497365, + "FN": 44206, + "FP": 38277, + "IoU": 0.9558632388076873, + "TN": 99527803, + "TP": 1786322, + "n_pred": 1824599, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9596901723829978, + "FN": 20431, + "FP": 16581, + "IoU": 0.9225041876046901, + "TN": 100919008, + "TP": 440588, + "n_pred": 457169, + "n_ref": 461019 + }, + "8": { + "Dice": 0.934054269898929, + "FN": 26482, + "FP": 5887, + "IoU": 0.8762681284068409, + "TN": 101135002, + "TP": 229237, + "n_pred": 235124, + "n_ref": 255719 + }, + "9": { + "Dice": 0.931091627755943, + "FN": 3466, + "FP": 8842, + "IoU": 0.8710677658939253, + "TN": 101301147, + "TP": 83153, + "n_pred": 91995, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9234563294983767, + "FN": 14041, + "FP": 19604, + "IoU": 0.8577973702340247, + "TN": 73646905, + "TP": 202954, + "n_pred": 222558, + "n_ref": 216995 + }, + "10": { + "Dice": 0.42525861564321493, + "FN": 50415, + "FP": 18312, + "IoU": 0.270049812539165, + "TN": 73789351, + "TP": 25426, + "n_pred": 43738, + "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": 0.02524690376495115, + "FN": 59810, + "FP": 50534, + "IoU": 0.012784840703926709, + "TN": 73771731, + "TP": 1429, + "n_pred": 51963, + "n_ref": 61239 + }, + "14": { + "Dice": 0.7881168715481917, + "FN": 12668, + "FP": 34904, + "IoU": 0.6503241550651986, + "TN": 73747458, + "TP": 88474, + "n_pred": 123378, + "n_ref": 101142 + }, + "15": { + "Dice": 0.9010025986253201, + "FN": 32691, + "FP": 8948, + "IoU": 0.8198405178195161, + "TN": 73652381, + "TP": 189484, + "n_pred": 198432, + "n_ref": 222175 + }, + "2": { + "Dice": 0.7156104022868298, + "FN": 78146, + "FP": 11592, + "IoU": 0.5571599174899576, + "TN": 73680862, + "TP": 112904, + "n_pred": 124496, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7262238509009566, + "FN": 26017, + "FP": 95760, + "IoU": 0.5701345965809009, + "TN": 73600213, + "TP": 161514, + "n_pred": 257274, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 1871, + "IoU": 0.0, + "TN": 73833745, + "TP": 0, + "n_pred": 1871, + "n_ref": 47888 + }, + "5": { + "Dice": 0.5572307966812383, + "FN": 8882, + "FP": 1044, + "IoU": 0.38622310165718526, + "TN": 73867332, + "TP": 6246, + "n_pred": 7290, + "n_ref": 15128 + }, + "6": { + "Dice": 0.8306300665162967, + "FN": 285920, + "FP": 291299, + "IoU": 0.7103227496552291, + "TN": 71890876, + "TP": 1415409, + "n_pred": 1706708, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.5584226981298395, + "FN": 84543, + "FP": 54719, + "IoU": 0.3873692360481792, + "TN": 73656186, + "TP": 88056, + "n_pred": 142775, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8120079661039603, + "FN": 18695, + "FP": 9435, + "IoU": 0.6835129722553498, + "TN": 73794622, + "TP": 60752, + "n_pred": 70187, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7493366011867467, + "FN": 8854, + "FP": 45556, + "IoU": 0.5991512999403258, + "TN": 73747767, + "TP": 81327, + "n_pred": 126883, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9680947024365396, + "FN": 4891, + "FP": 7135, + "IoU": 0.9381623533888326, + "TN": 69301299, + "TP": 182451, + "n_pred": 189586, + "n_ref": 187342 + }, + "10": { + "Dice": 0.8123243409939934, + "FN": 9523, + "FP": 17254, + "IoU": 0.6839614290603939, + "TN": 69411049, + "TP": 57950, + "n_pred": 75204, + "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": 0.7832892965751035, + "FN": 14970, + "FP": 19806, + "IoU": 0.6437761206260756, + "TN": 69398152, + "TP": 62848, + "n_pred": 82654, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9480720171050616, + "FN": 8700, + "FP": 6892, + "IoU": 0.9012708403249603, + "TN": 69337849, + "TP": 142335, + "n_pred": 149227, + "n_ref": 151035 + }, + "15": { + "Dice": 0.919532518125744, + "FN": 9022, + "FP": 5850, + "IoU": 0.8510506179516455, + "TN": 69395930, + "TP": 84974, + "n_pred": 90824, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9622782148038707, + "FN": 5560, + "FP": 5776, + "IoU": 0.9272988468889088, + "TN": 69339850, + "TP": 144590, + "n_pred": 150366, + "n_ref": 150150 + }, + "3": { + "Dice": 0.965905516209359, + "FN": 8296, + "FP": 3301, + "IoU": 0.9340592483084096, + "TN": 69319906, + "TP": 164273, + "n_pred": 167574, + "n_ref": 172569 + }, + "4": { + "Dice": 0.6944020273563144, + "FN": 15746, + "FP": 3066, + "IoU": 0.5318651238024138, + "TN": 69455591, + "TP": 21373, + "n_pred": 24439, + "n_ref": 37119 + }, + "5": { + "Dice": 0.7950574950486269, + "FN": 5645, + "FP": 1288, + "IoU": 0.6598302340415092, + "TN": 69475395, + "TP": 13448, + "n_pred": 14736, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9797077743112591, + "FN": 27781, + "FP": 31121, + "IoU": 0.9602227182020469, + "TN": 68014981, + "TP": 1421893, + "n_pred": 1453014, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9589698786870742, + "FN": 10588, + "FP": 15289, + "IoU": 0.9211739978067504, + "TN": 69167496, + "TP": 302403, + "n_pred": 317692, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9002468541152387, + "FN": 13924, + "FP": 2644, + "IoU": 0.8185899330990156, + "TN": 69404447, + "TP": 74761, + "n_pred": 77405, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9110114255041791, + "FN": 9086, + "FP": 4840, + "IoU": 0.8365665598704363, + "TN": 69410567, + "TP": 71283, + "n_pred": 76123, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9435259383223469, + "FN": 3954, + "FP": 19803, + "IoU": 0.8930895443131396, + "TN": 50611338, + "TP": 198457, + "n_pred": 218260, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8865656501616687, + "FN": 5921, + "FP": 11971, + "IoU": 0.796244206306727, + "TN": 50745741, + "TP": 69919, + "n_pred": 81890, + "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": 0.77973533478175, + "FN": 8785, + "FP": 13519, + "IoU": 0.638988702211, + "TN": 50771770, + "TP": 39478, + "n_pred": 52997, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6347553385042612, + "FN": 24222, + "FP": 6292, + "IoU": 0.46493889073979905, + "TN": 50776523, + "TP": 26515, + "n_pred": 32807, + "n_ref": 50737 + }, + "15": { + "Dice": 0.7562063942344552, + "FN": 10098, + "FP": 5801, + "IoU": 0.6079838252336218, + "TN": 50792995, + "TP": 24658, + "n_pred": 30459, + "n_ref": 34756 + }, + "2": { + "Dice": 0.969819644479045, + "FN": 6524, + "FP": 6269, + "IoU": 0.9414076275882916, + "TN": 50615213, + "TP": 205546, + "n_pred": 211815, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9711018109204735, + "FN": 5206, + "FP": 6574, + "IoU": 0.9438269220681993, + "TN": 50623843, + "TP": 197929, + "n_pred": 204503, + "n_ref": 203135 + }, + "4": { + "Dice": 0.8979633714666804, + "FN": 461, + "FP": 3517, + "IoU": 0.8148217112000745, + "TN": 50812070, + "TP": 17504, + "n_pred": 21021, + "n_ref": 17965 + }, + "5": { + "Dice": 0.774132831406292, + "FN": 4207, + "FP": 833, + "IoU": 0.631498135556043, + "TN": 50819875, + "TP": 8637, + "n_pred": 9470, + "n_ref": 12844 + }, + "6": { + "Dice": 0.984504880977293, + "FN": 34573, + "FP": 33476, + "IoU": 0.9694826322008929, + "TN": 48603707, + "TP": 2161796, + "n_pred": 2195272, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.8808458771892956, + "FN": 8307, + "FP": 51228, + "IoU": 0.7870639612863075, + "TN": 50553961, + "TP": 220056, + "n_pred": 271284, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9562908232152377, + "FN": 6954, + "FP": 1819, + "IoU": 0.9162426128715045, + "TN": 50728809, + "TP": 95970, + "n_pred": 97789, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9142799471681886, + "FN": 10939, + "FP": 8596, + "IoU": 0.8420954782805503, + "TN": 50709838, + "TP": 104179, + "n_pred": 112775, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9728070757534104, + "FN": 6716, + "FP": 4758, + "IoU": 0.9470539105075423, + "TN": 76668149, + "TP": 205237, + "n_pred": 209995, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7957531708707425, + "FN": 9121, + "FP": 19543, + "IoU": 0.6607890937492604, + "TN": 76800358, + "TP": 55838, + "n_pred": 75381, + "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": 0.5903798073570866, + "FN": 13148, + "FP": 27975, + "IoU": 0.41882189999717345, + "TN": 76814102, + "TP": 29635, + "n_pred": 57610, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9094504397729399, + "FN": 8612, + "FP": 5904, + "IoU": 0.8339377438138492, + "TN": 76797447, + "TP": 72897, + "n_pred": 78801, + "n_ref": 81509 + }, + "15": { + "Dice": 0.7634667743574378, + "FN": 10712, + "FP": 7445, + "IoU": 0.617425200168563, + "TN": 76837400, + "TP": 29303, + "n_pred": 36748, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9343430554253025, + "FN": 4268, + "FP": 9734, + "IoU": 0.876776583854758, + "TN": 76771229, + "TP": 99629, + "n_pred": 109363, + "n_ref": 103897 + }, + "3": { + "Dice": 0.956540145382455, + "FN": 4771, + "FP": 3647, + "IoU": 0.9167004759690076, + "TN": 76783803, + "TP": 92639, + "n_pred": 96286, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9203359328134373, + "FN": 1869, + "FP": 2115, + "IoU": 0.8524280475608401, + "TN": 76857863, + "TP": 23013, + "n_pred": 25128, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8027931960608774, + "FN": 4546, + "FP": 961, + "IoU": 0.6705551567360613, + "TN": 76868144, + "TP": 11209, + "n_pred": 12170, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9702355693188235, + "FN": 24436, + "FP": 43460, + "IoU": 0.9421917677589859, + "TN": 75710356, + "TP": 1106608, + "n_pred": 1150068, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.9144364824753396, + "FN": 8660, + "FP": 19878, + "IoU": 0.842361103439133, + "TN": 76703826, + "TP": 152496, + "n_pred": 172374, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9497785412018664, + "FN": 5148, + "FP": 2483, + "IoU": 0.9043602501597965, + "TN": 76805071, + "TP": 72158, + "n_pred": 74641, + "n_ref": 77306 + }, + "9": { + "Dice": 0.913341353621273, + "FN": 10913, + "FP": 4430, + "IoU": 0.8405043816335229, + "TN": 76788663, + "TP": 80854, + "n_pred": 85284, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8491457878774868, + "FN": 15797, + "FP": 22852, + "IoU": 0.7378395794471765, + "TN": 130852507, + "TP": 108776, + "n_pred": 131628, + "n_ref": 124573 + }, + "10": { + "Dice": 0.8023420258523623, + "FN": 13027, + "FP": 8916, + "IoU": 0.6699258412430993, + "TN": 130933453, + "TP": 44536, + "n_pred": 53452, + "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": 0.589813404710262, + "FN": 40075, + "FP": 13255, + "IoU": 0.41825202897285974, + "TN": 130908260, + "TP": 38342, + "n_pred": 51597, + "n_ref": 78417 + }, + "14": { + "Dice": 0.38294723602633074, + "FN": 722035, + "FP": 129, + "IoU": 0.23681802137692418, + "TN": 130053678, + "TP": 224090, + "n_pred": 224219, + "n_ref": 946125 + }, + "15": { + "Dice": 0.20703304129558564, + "FN": 21021, + "FP": 11834, + "IoU": 0.1154695240146457, + "TN": 130962788, + "TP": 4289, + "n_pred": 16123, + "n_ref": 25310 + }, + "2": { + "Dice": 0.6550601232617321, + "FN": 110229, + "FP": 4171, + "IoU": 0.4870553209042892, + "TN": 130776906, + "TP": 108626, + "n_pred": 112797, + "n_ref": 218855 + }, + "3": { + "Dice": 0.8163046834152767, + "FN": 19966, + "FP": 98435, + "IoU": 0.6896239868301021, + "TN": 130618456, + "TP": 263075, + "n_pred": 361510, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 2343, + "IoU": 0.0, + "TN": 130995309, + "TP": 0, + "n_pred": 2343, + "n_ref": 2280 + }, + "5": { + "Dice": 0.6790450928381963, + "FN": 10791, + "FP": 1430, + "IoU": 0.5140562248995983, + "TN": 130974783, + "TP": 12928, + "n_pred": 14358, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9588268479268436, + "FN": 77634, + "FP": 42204, + "IoU": 0.9209100772697154, + "TN": 129484720, + "TP": 1395374, + "n_pred": 1437578, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.8401870674457657, + "FN": 43456, + "FP": 17644, + "IoU": 0.7244160190518287, + "TN": 130778221, + "TP": 160611, + "n_pred": 178255, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9243421725592567, + "FN": 13067, + "FP": 5424, + "IoU": 0.8593273334499837, + "TN": 130868485, + "TP": 112956, + "n_pred": 118380, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7821459414460324, + "FN": 6954, + "FP": 21047, + "IoU": 0.6422328980655713, + "TN": 130921666, + "TP": 50265, + "n_pred": 71312, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9476099690300986, + "FN": 2494, + "FP": 3579, + "IoU": 0.9004360941701095, + "TN": 74365702, + "TP": 54923, + "n_pred": 58502, + "n_ref": 57417 + }, + "10": { + "Dice": 0.7691596072263999, + "FN": 20575, + "FP": 14359, + "IoU": 0.6249060493482509, + "TN": 74333564, + "TP": 58200, + "n_pred": 72559, + "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": 0.5762729091890861, + "FN": 57970, + "FP": 8731, + "IoU": 0.4047636045619233, + "TN": 74314640, + "TP": 45357, + "n_pred": 54088, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9339577542095292, + "FN": 12648, + "FP": 9732, + "IoU": 0.8760982577355545, + "TN": 74246071, + "TP": 158247, + "n_pred": 167979, + "n_ref": 170895 + }, + "15": { + "Dice": 0.6211122939264033, + "FN": 11424, + "FP": 1745, + "IoU": 0.45044443517088845, + "TN": 74402735, + "TP": 10794, + "n_pred": 12539, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9194635067061662, + "FN": 8416, + "FP": 10913, + "IoU": 0.8509323955393087, + "TN": 74297032, + "TP": 110337, + "n_pred": 121250, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9432322157175803, + "FN": 8902, + "FP": 5818, + "IoU": 0.8925633708242404, + "TN": 74289687, + "TP": 122291, + "n_pred": 128109, + "n_ref": 131193 + }, + "4": { + "Dice": 0.7370499832138555, + "FN": 11799, + "FP": 1516, + "IoU": 0.5835939454590943, + "TN": 74394722, + "TP": 18661, + "n_pred": 20177, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9666243405447322, + "FN": 19368, + "FP": 40587, + "IoU": 0.9354045953184896, + "TN": 73498536, + "TP": 868207, + "n_pred": 908794, + "n_ref": 887575 + }, + "7": { + "Dice": 0.826426109471115, + "FN": 25233, + "FP": 27392, + "IoU": 0.7041960596947809, + "TN": 74248793, + "TP": 125280, + "n_pred": 152672, + "n_ref": 150513 + }, + "8": { + "Dice": 0.8917513330846372, + "FN": 2594, + "FP": 7272, + "IoU": 0.8046491367020434, + "TN": 74376194, + "TP": 40638, + "n_pred": 47910, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8597499640752981, + "FN": 3857, + "FP": 5903, + "IoU": 0.7540012602394455, + "TN": 74387023, + "TP": 29915, + "n_pred": 35818, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9725617360937889, + "FN": 3936, + "FP": 3764, + "IoU": 0.946588977907259, + "TN": 106502523, + "TP": 136465, + "n_pred": 140229, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8655884380564111, + "FN": 12080, + "FP": 15021, + "IoU": 0.7630285754258334, + "TN": 106532324, + "TP": 87263, + "n_pred": 102284, + "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": 0.7607151183479146, + "FN": 9945, + "FP": 9556, + "IoU": 0.6138339373056892, + "TN": 106596189, + "TP": 30998, + "n_pred": 40554, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9326713571635761, + "FN": 1124, + "FP": 8857, + "IoU": 0.8738370917180706, + "TN": 106567576, + "TP": 69131, + "n_pred": 77988, + "n_ref": 70255 + }, + "15": { + "Dice": 0.6667945275540212, + "FN": 10916, + "FP": 4720, + "IoU": 0.5001438572935648, + "TN": 106615407, + "TP": 15645, + "n_pred": 20365, + "n_ref": 26561 + }, + "2": { + "Dice": 0.9409835706582138, + "FN": 14792, + "FP": 6768, + "IoU": 0.8885448276218588, + "TN": 106453247, + "TP": 171881, + "n_pred": 178649, + "n_ref": 186673 + }, + "3": { + "Dice": 0.9353910757159123, + "FN": 3029, + "FP": 17342, + "IoU": 0.8786241166867261, + "TN": 106478854, + "TP": 147463, + "n_pred": 164805, + "n_ref": 150492 + }, + "4": { + "Dice": 0.7944862155388471, + "FN": 573, + "FP": 4347, + "IoU": 0.659043659043659, + "TN": 106632258, + "TP": 9510, + "n_pred": 13857, + "n_ref": 10083 + }, + "5": { + "Dice": 0.757742782152231, + "FN": 1555, + "FP": 291, + "IoU": 0.6099725332769913, + "TN": 106641955, + "TP": 2887, + "n_pred": 3178, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9728119742898109, + "FN": 35385, + "FP": 33770, + "IoU": 0.9470631957739353, + "TN": 105340319, + "TP": 1237214, + "n_pred": 1270984, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9608058948075656, + "FN": 10792, + "FP": 15809, + "IoU": 0.924568268821778, + "TN": 106294038, + "TP": 326049, + "n_pred": 341858, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9332958063608219, + "FN": 6369, + "FP": 2874, + "IoU": 0.8749340369393139, + "TN": 106572783, + "TP": 64662, + "n_pred": 67536, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8634160995807265, + "FN": 18980, + "FP": 1934, + "IoU": 0.759658921142752, + "TN": 106559670, + "TP": 66104, + "n_pred": 68038, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9524859585176345, + "FN": 7884, + "FP": 6768, + "IoU": 0.9092822824310268, + "TN": 107965416, + "TP": 146860, + "n_pred": 153628, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8634668836011118, + "FN": 4719, + "FP": 19449, + "IoU": 0.759737548464062, + "TN": 108026338, + "TP": 76422, + "n_pred": 95871, + "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": 0.7815976803087278, + "FN": 22029, + "FP": 8928, + "IoU": 0.6414939200926462, + "TN": 108040578, + "TP": 55393, + "n_pred": 64321, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7880069385532863, + "FN": 8775, + "FP": 7968, + "IoU": 0.6501744635506989, + "TN": 108079067, + "TP": 31118, + "n_pred": 39086, + "n_ref": 39893 + }, + "15": { + "Dice": 0.729850324767015, + "FN": 7848, + "FP": 6501, + "IoU": 0.574617573817147, + "TN": 108093196, + "TP": 19383, + "n_pred": 25884, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9607032806713134, + "FN": 11284, + "FP": 3369, + "IoU": 0.924378248102102, + "TN": 107933161, + "TP": 179114, + "n_pred": 182483, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9662885980321477, + "FN": 9910, + "FP": 3370, + "IoU": 0.9347759889197764, + "TN": 107923322, + "TP": 190326, + "n_pred": 193696, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9416983156002667, + "FN": 827, + "FP": 3195, + "IoU": 0.8898202936664475, + "TN": 108090424, + "TP": 32482, + "n_pred": 35677, + "n_ref": 33309 + }, + "5": { + "Dice": 0.43519808879155886, + "FN": 2784, + "FP": 53, + "IoU": 0.278117048346056, + "TN": 108122998, + "TP": 1093, + "n_pred": 1146, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9702707458298689, + "FN": 53954, + "FP": 33397, + "IoU": 0.9422581148399243, + "TN": 106614144, + "TP": 1425433, + "n_pred": 1458830, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9577366010692318, + "FN": 6477, + "FP": 15579, + "IoU": 0.9189007328202733, + "TN": 107854965, + "TP": 249907, + "n_pred": 265486, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9449176338450018, + "FN": 2789, + "FP": 1919, + "IoU": 0.8955866045686405, + "TN": 108081838, + "TP": 40382, + "n_pred": 42301, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9065244865718799, + "FN": 4355, + "FP": 7479, + "IoU": 0.8290304404987214, + "TN": 108057711, + "TP": 57383, + "n_pred": 64862, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.849797703663204, + "FN": 7922, + "FP": 33286, + "IoU": 0.7388245584013081, + "TN": 62412381, + "TP": 116571, + "n_pred": 149857, + "n_ref": 124493 + }, + "10": { + "Dice": 0.9057679691836701, + "FN": 5299, + "FP": 5905, + "IoU": 0.8277659067500884, + "TN": 62505109, + "TP": 53847, + "n_pred": 59752, + "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": 0.8269793365016593, + "FN": 5950, + "FP": 9013, + "IoU": 0.7049998028468909, + "TN": 62519438, + "TP": 35759, + "n_pred": 44772, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9389194422007887, + "FN": 38253, + "FP": 2885, + "IoU": 0.8848710263320656, + "TN": 62212839, + "TP": 316183, + "n_pred": 319068, + "n_ref": 354436 + }, + "15": { + "Dice": 0.6956798965438274, + "FN": 13874, + "FP": 53899, + "IoU": 0.5333659235186383, + "TN": 62424922, + "TP": 77465, + "n_pred": 131364, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9524942012390264, + "FN": 4807, + "FP": 11373, + "IoU": 0.909297306387869, + "TN": 62391775, + "TP": 162205, + "n_pred": 173578, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9673521837995753, + "FN": 7455, + "FP": 5553, + "IoU": 0.9367687304650473, + "TN": 62364439, + "TP": 192713, + "n_pred": 198266, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8881551130529325, + "FN": 1424, + "FP": 4131, + "IoU": 0.7988120676541958, + "TN": 62542549, + "TP": 22056, + "n_pred": 26187, + "n_ref": 23480 + }, + "5": { + "Dice": 0.0002446183953033268, + "FN": 8174, + "FP": 0, + "IoU": 0.00012232415902140674, + "TN": 62561985, + "TP": 1, + "n_pred": 1, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9706309185437363, + "FN": 61358, + "FP": 23133, + "IoU": 0.9429377042980253, + "TN": 61089480, + "TP": 1396189, + "n_pred": 1419322, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8874178775146707, + "FN": 9030, + "FP": 36227, + "IoU": 0.7976201123314134, + "TN": 62346536, + "TP": 178367, + "n_pred": 214594, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8992294807370185, + "FN": 3019, + "FP": 12021, + "IoU": 0.8169091241098059, + "TN": 62488015, + "TP": 67105, + "n_pred": 79126, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8014140847047265, + "FN": 3917, + "FP": 18721, + "IoU": 0.6686329903245166, + "TN": 62501843, + "TP": 45679, + "n_pred": 64400, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.915895316325999, + "FN": 17008, + "FP": 31422, + "IoU": 0.8448402909044308, + "TN": 55069118, + "TP": 263700, + "n_pred": 295122, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8632728104331289, + "FN": 4847, + "FP": 17872, + "IoU": 0.7594371088827946, + "TN": 55286807, + "TP": 71722, + "n_pred": 89594, + "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": 0.7434504267892318, + "FN": 9580, + "FP": 21678, + "IoU": 0.5916602437654312, + "TN": 55304699, + "TP": 45291, + "n_pred": 66969, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9321256418184306, + "FN": 3236, + "FP": 10155, + "IoU": 0.8728795056056047, + "TN": 55275907, + "TP": 91950, + "n_pred": 102105, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8596661236505351, + "FN": 5800, + "FP": 20991, + "IoU": 0.7538723013321084, + "TN": 55272398, + "TP": 82059, + "n_pred": 103050, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9556758248497486, + "FN": 8369, + "FP": 8977, + "IoU": 0.9151141451956251, + "TN": 55176903, + "TP": 186999, + "n_pred": 195976, + "n_ref": 195368 + }, + "3": { + "Dice": 0.960614100329696, + "FN": 10819, + "FP": 3373, + "IoU": 0.9242131345387745, + "TN": 55193986, + "TP": 173070, + "n_pred": 176443, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8504109589041096, + "FN": 1201, + "FP": 983, + "IoU": 0.7397521448999047, + "TN": 55372856, + "TP": 6208, + "n_pred": 7191, + "n_ref": 7409 + }, + "5": { + "Dice": 0.6683972911963882, + "FN": 2679, + "FP": 259, + "IoU": 0.5019494829632141, + "TN": 55375349, + "TP": 2961, + "n_pred": 3220, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9658113008416096, + "FN": 71220, + "FP": 29850, + "IoU": 0.9338830540573249, + "TN": 53852593, + "TP": 1427585, + "n_pred": 1457435, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9233711461016364, + "FN": 20026, + "FP": 5738, + "IoU": 0.8576503804056556, + "TN": 55200257, + "TP": 155227, + "n_pred": 160965, + "n_ref": 175253 + }, + "8": { + "Dice": 0.930467630039658, + "FN": 2591, + "FP": 4054, + "IoU": 0.8699761280475874, + "TN": 55330142, + "TP": 44461, + "n_pred": 48515, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8856825542002259, + "FN": 3466, + "FP": 8783, + "IoU": 0.7948206837635471, + "TN": 55321549, + "TP": 47450, + "n_pred": 56233, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9692392543554376, + "FN": 13713, + "FP": 3744, + "IoU": 0.940314479815921, + "TN": 110854132, + "TP": 275026, + "n_pred": 278770, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8499382697461532, + "FN": 11710, + "FP": 13207, + "IoU": 0.7390370859123805, + "TN": 111051134, + "TP": 70564, + "n_pred": 83771, + "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": 0.8404271684303423, + "FN": 10693, + "FP": 9016, + "IoU": 0.7247730763859797, + "TN": 111075005, + "TP": 51901, + "n_pred": 60917, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8810670712434414, + "FN": 6272, + "FP": 3135, + "IoU": 0.7874172335088473, + "TN": 111102364, + "TP": 34844, + "n_pred": 37979, + "n_ref": 41116 + }, + "15": { + "Dice": 0.7922619047619047, + "FN": 5399, + "FP": 5071, + "IoU": 0.6559881715130607, + "TN": 111116180, + "TP": 19965, + "n_pred": 25036, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9578943983535919, + "FN": 6944, + "FP": 6150, + "IoU": 0.9191912958151534, + "TN": 110984578, + "TP": 148943, + "n_pred": 155093, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9646864645305595, + "FN": 12524, + "FP": 4464, + "IoU": 0.9317819496034535, + "TN": 110897590, + "TP": 232037, + "n_pred": 236501, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8841801696116529, + "FN": 749, + "FP": 3990, + "IoU": 0.7924040651831085, + "TN": 111123787, + "TP": 18089, + "n_pred": 22079, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8226151593647933, + "FN": 1115, + "FP": 460, + "IoU": 0.6986799311268413, + "TN": 111141388, + "TP": 3652, + "n_pred": 4112, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9791177391031409, + "FN": 22665, + "FP": 44796, + "IoU": 0.9590897761735742, + "TN": 109497614, + "TP": 1581540, + "n_pred": 1626336, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.6428800874003048, + "FN": 191574, + "FP": 16323, + "IoU": 0.4737091257977384, + "TN": 110751592, + "TP": 187126, + "n_pred": 203449, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9346803825382823, + "FN": 6906, + "FP": 3387, + "IoU": 0.8773708539839878, + "TN": 111062679, + "TP": 73643, + "n_pred": 77030, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8949412786181054, + "FN": 6894, + "FP": 4601, + "IoU": 0.8098585724919362, + "TN": 111086160, + "TP": 48960, + "n_pred": 53561, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9719496067376627, + "FN": 6695, + "FP": 4589, + "IoU": 0.9454299255247123, + "TN": 96914245, + "TP": 195496, + "n_pred": 200085, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8981555307500133, + "FN": 6813, + "FP": 8515, + "IoU": 0.8151382121665299, + "TN": 97038109, + "TP": 67588, + "n_pred": 76103, + "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": 0.8795505659919557, + "FN": 4246, + "FP": 8661, + "IoU": 0.7849980010660981, + "TN": 97060993, + "TP": 47125, + "n_pred": 55786, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9132518860743275, + "FN": 12134, + "FP": 10886, + "IoU": 0.8403528604023773, + "TN": 96976832, + "TP": 121173, + "n_pred": 132059, + "n_ref": 133307 + }, + "15": { + "Dice": 0.9271498736620958, + "FN": 3185, + "FP": 7079, + "IoU": 0.8641932837598243, + "TN": 97045447, + "TP": 65314, + "n_pred": 72393, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9570267404184818, + "FN": 4498, + "FP": 10131, + "IoU": 0.9175947049711308, + "TN": 96943500, + "TP": 162896, + "n_pred": 173027, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9582104083411636, + "FN": 8240, + "FP": 10217, + "IoU": 0.9197734513889795, + "TN": 96890964, + "TP": 211604, + "n_pred": 221821, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8798381957720334, + "FN": 1355, + "FP": 2982, + "IoU": 0.7854563442987881, + "TN": 97100810, + "TP": 15878, + "n_pred": 18860, + "n_ref": 17233 + }, + "5": { + "Dice": 0.2794021240330405, + "FN": 10327, + "FP": 665, + "IoU": 0.1623866493941934, + "TN": 97107902, + "TP": 2131, + "n_pred": 2796, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9809484070290792, + "FN": 34891, + "FP": 25424, + "IoU": 0.9626091689521269, + "TN": 95507929, + "TP": 1552781, + "n_pred": 1578205, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.947615487324723, + "FN": 21946, + "FP": 11755, + "IoU": 0.900446059317027, + "TN": 96782505, + "TP": 304819, + "n_pred": 316574, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9347363602790103, + "FN": 10256, + "FP": 2291, + "IoU": 0.8774695065381498, + "TN": 97018626, + "TP": 89852, + "n_pred": 92143, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9270202541973288, + "FN": 7957, + "FP": 5818, + "IoU": 0.8639680831103167, + "TN": 97019762, + "TP": 87488, + "n_pred": 93306, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9693982482890677, + "FN": 5770, + "FP": 6312, + "IoU": 0.9406138177814478, + "TN": 78852957, + "TP": 191366, + "n_pred": 197678, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8497082139959531, + "FN": 6086, + "FP": 24664, + "IoU": 0.7386892824365207, + "TN": 78938729, + "TP": 86926, + "n_pred": 111590, + "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": 0.7769742820968907, + "FN": 15460, + "FP": 13253, + "IoU": 0.6352885885580734, + "TN": 78977677, + "TP": 50015, + "n_pred": 63268, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5179724534358553, + "FN": 24001, + "FP": 1827, + "IoU": 0.349502581538849, + "TN": 79016700, + "TP": 13877, + "n_pred": 15704, + "n_ref": 37878 + }, + "15": { + "Dice": 0.7195116311335152, + "FN": 7416, + "FP": 16844, + "IoU": 0.5619040739670615, + "TN": 79001029, + "TP": 31116, + "n_pred": 47960, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9309113916474647, + "FN": 3869, + "FP": 12292, + "IoU": 0.8707523252745144, + "TN": 78931366, + "TP": 108878, + "n_pred": 121170, + "n_ref": 112747 + }, + "3": { + "Dice": 0.941455086192653, + "FN": 10269, + "FP": 3550, + "IoU": 0.8893860561914673, + "TN": 78931475, + "TP": 111111, + "n_pred": 114661, + "n_ref": 121380 + }, + "4": { + "Dice": 0.7792544570502431, + "FN": 1270, + "FP": 2816, + "IoU": 0.6383430695698353, + "TN": 79045107, + "TP": 7212, + "n_pred": 10028, + "n_ref": 8482 + }, + "5": { + "Dice": 0.7214621867133633, + "FN": 1662, + "FP": 883, + "IoU": 0.5642869371682931, + "TN": 79050564, + "TP": 3296, + "n_pred": 4179, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9739732575551501, + "FN": 27875, + "FP": 41110, + "IoU": 0.9492669316146037, + "TN": 77696641, + "TP": 1290779, + "n_pred": 1331889, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.949038699597893, + "FN": 29311, + "FP": 18443, + "IoU": 0.903019644238834, + "TN": 78563996, + "TP": 444655, + "n_pred": 463098, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9090661337209303, + "FN": 1506, + "FP": 4500, + "IoU": 0.8332916978932468, + "TN": 79020378, + "TP": 30021, + "n_pred": 34521, + "n_ref": 31527 + }, + "9": { + "Dice": 0.91063721577464, + "FN": 6832, + "FP": 5819, + "IoU": 0.8359356763065751, + "TN": 78979295, + "TP": 64459, + "n_pred": 70278, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9674578013880558, + "FN": 7597, + "FP": 7595, + "IoU": 0.9369668403757427, + "TN": 122470924, + "TP": 225824, + "n_pred": 233419, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8308948560101116, + "FN": 19020, + "FP": 18174, + "IoU": 0.7107101190013222, + "TN": 122583370, + "TP": 91376, + "n_pred": 109550, + "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": 0.6837251941328731, + "FN": 15763, + "FP": 19427, + "IoU": 0.5194395509852923, + "TN": 122638713, + "TP": 38037, + "n_pred": 57464, + "n_ref": 53800 + }, + "14": { + "Dice": 0.912975323126066, + "FN": 15091, + "FP": 2563, + "IoU": 0.8398846342215531, + "TN": 122601682, + "TP": 92604, + "n_pred": 95167, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8943733477254641, + "FN": 2203, + "FP": 9344, + "IoU": 0.8089288964638526, + "TN": 122651507, + "TP": 48886, + "n_pred": 58230, + "n_ref": 51089 + }, + "2": { + "Dice": 0.8029204330982418, + "FN": 39945, + "FP": 7671, + "IoU": 0.6707327192764087, + "TN": 122567328, + "TP": 96996, + "n_pred": 104667, + "n_ref": 136941 + }, + "3": { + "Dice": 0.8150033155559082, + "FN": 2080, + "FP": 63202, + "IoU": 0.6877684353507236, + "TN": 122502858, + "TP": 143800, + "n_pred": 207002, + "n_ref": 145880 + }, + "4": { + "Dice": 0.8498272139820362, + "FN": 7807, + "FP": 12574, + "IoU": 0.738869171930454, + "TN": 122633891, + "TP": 57668, + "n_pred": 70242, + "n_ref": 65475 + }, + "5": { + "Dice": 0.2002523340903356, + "FN": 15225, + "FP": 622, + "IoU": 0.11126689473389041, + "TN": 122694109, + "TP": 1984, + "n_pred": 2606, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9780235024843112, + "FN": 43483, + "FP": 31448, + "IoU": 0.9569921665143744, + "TN": 120969676, + "TP": 1667333, + "n_pred": 1698781, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.7886712311398504, + "FN": 93485, + "FP": 159861, + "IoU": 0.651079419076279, + "TN": 121985855, + "TP": 472739, + "n_pred": 632600, + "n_ref": 566224 + }, + "8": { + "Dice": 0.7981039023222408, + "FN": 11437, + "FP": 51812, + "IoU": 0.6640373522006565, + "TN": 122523678, + "TP": 125013, + "n_pred": 176825, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8887460060229502, + "FN": 7016, + "FP": 9941, + "IoU": 0.7997685595191706, + "TN": 122627253, + "TP": 67730, + "n_pred": 77671, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/loop_002/summary_cross_val.json b/nnActive_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/loop_002/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..6aba08d15cb6ccbebc8c685ab4830b1ec32c9537 --- /dev/null +++ b/nnActive_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/loop_002/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.5856000385016524, + "FN": 8471.904444444446, + "FP": 9031.162222222223, + "IoU": 0.5024296940440497, + "TN": 2831381.9577777777, + "TP": 30760.842222222225, + "n_pred": 39792.004444444436, + "n_ref": 39232.74666666667 + }, + "mean": { + "1": { + "Dice": 0.682177691557935, + "FN": 2081.2, + "FP": 3284.766666666667, + "IoU": 0.6376509125628446, + "TN": 2833395.933333333, + "TP": 40883.96666666667, + "n_pred": 44168.73333333333, + "n_ref": 42965.166666666664 + }, + "10": { + "Dice": 0.6987615140468721, + "FN": 7886.566666666667, + "FP": 5310.666666666667, + "IoU": 0.5737404419475832, + "TN": 2847850.8, + "TP": 18597.833333333332, + "n_pred": 23908.5, + "n_ref": 26484.4 + }, + "11": { + "Dice": 0.07967494969394073, + "FN": 780.0333333333333, + "FP": 43.0, + "IoU": 0.04440924170901035, + "TN": 2878779.3, + "TP": 43.53333333333333, + "n_pred": 86.53333333333333, + "n_ref": 823.5666666666667 + }, + "12": { + "Dice": 0.21202562278508363, + "FN": 277.6, + "FP": 382.76666666666665, + "IoU": 0.15117681145211556, + "TN": 2878721.2, + "TP": 264.3, + "n_pred": 647.0666666666667, + "n_ref": 541.9 + }, + "13": { + "Dice": 0.5920557674062302, + "FN": 4527.7, + "FP": 5650.0, + "IoU": 0.475618836199993, + "TN": 2857291.466666667, + "TP": 12176.7, + "n_pred": 17826.7, + "n_ref": 16704.4 + }, + "14": { + "Dice": 0.3469225204686462, + "FN": 45412.46666666667, + "FP": 9256.0, + "IoU": 0.28429662962819835, + "TN": 2802966.933333333, + "TP": 22010.466666666667, + "n_pred": 31266.466666666667, + "n_ref": 67422.93333333333 + }, + "15": { + "Dice": 0.46895056873831475, + "FN": 6399.866666666667, + "FP": 8862.466666666667, + "IoU": 0.3670476433978165, + "TN": 2851194.6333333333, + "TP": 13188.9, + "n_pred": 22051.366666666665, + "n_ref": 19588.766666666666 + }, + "2": { + "Dice": 0.8430244227443638, + "FN": 1766.9666666666667, + "FP": 1723.8, + "IoU": 0.7698713715806599, + "TN": 2849998.466666667, + "TP": 26156.633333333335, + "n_pred": 27880.433333333334, + "n_ref": 27923.6 + }, + "3": { + "Dice": 0.7102752973266024, + "FN": 23327.366666666665, + "FP": 3174.3, + "IoU": 0.6470546364584806, + "TN": 2827880.3, + "TP": 25263.9, + "n_pred": 28438.2, + "n_ref": 48591.26666666667 + }, + "4": { + "Dice": 0.5776042034195598, + "FN": 4056.3, + "FP": 2132.4333333333334, + "IoU": 0.4682444152613413, + "TN": 2863526.7333333334, + "TP": 9930.4, + "n_pred": 12062.833333333334, + "n_ref": 13986.7 + }, + "5": { + "Dice": 0.43253548896961247, + "FN": 309.1333333333333, + "FP": 336.23333333333335, + "IoU": 0.32816148639797654, + "TN": 2878293.533333333, + "TP": 706.9666666666667, + "n_pred": 1043.2, + "n_ref": 1016.1 + }, + "6": { + "Dice": 0.8714056274800799, + "FN": 9323.0, + "FP": 61112.066666666666, + "IoU": 0.8091541559409401, + "TN": 2656211.3666666667, + "TP": 152999.43333333332, + "n_pred": 214111.5, + "n_ref": 162322.43333333332 + }, + "7": { + "Dice": 0.7798269455622225, + "FN": 16725.333333333332, + "FP": 30335.133333333335, + "IoU": 0.6846424197096475, + "TN": 2715313.2333333334, + "TP": 117272.16666666667, + "n_pred": 147607.3, + "n_ref": 133997.5 + }, + "8": { + "Dice": 0.7432517014702698, + "FN": 2109.6666666666665, + "FP": 1707.8, + "IoU": 0.6569372307528539, + "TN": 2864603.533333333, + "TP": 11224.866666666667, + "n_pred": 12932.666666666666, + "n_ref": 13334.533333333333 + }, + "9": { + "Dice": 0.7455082558550508, + "FN": 2095.366666666667, + "FP": 2156.0, + "IoU": 0.6384391776612838, + "TN": 2864701.933333333, + "TP": 10692.566666666668, + "n_pred": 12848.566666666668, + "n_ref": 12787.933333333332 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9423738814042679, + "FN": 2735, + "FP": 1953, + "IoU": 0.8910274291027429, + "TN": 3987316, + "TP": 38332, + "n_pred": 40285, + "n_ref": 41067 + }, + "10": { + "Dice": 0.3770312096982203, + "FN": 10618, + "FP": 8704, + "IoU": 0.2323095871905916, + "TN": 4005167, + "TP": 5847, + "n_pred": 14551, + "n_ref": 16465 + }, + "11": { + "Dice": 0.18505783057205377, + "FN": 2128, + "FP": 479, + "IoU": 0.10196348604891492, + "TN": 4027433, + "TP": 296, + "n_pred": 775, + "n_ref": 2424 + }, + "12": { + "Dice": 0.0, + "FN": 240, + "FP": 1135, + "IoU": 0.0, + "TN": 4028961, + "TP": 0, + "n_pred": 1135, + "n_ref": 240 + }, + "13": { + "Dice": 0.4248331344207223, + "FN": 11788, + "FP": 14236, + "IoU": 0.26970674898274166, + "TN": 3994701, + "TP": 9611, + "n_pred": 23847, + "n_ref": 21399 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 279, + "IoU": 0.0, + "TN": 4030057, + "TP": 0, + "n_pred": 279, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6895971035237655, + "FN": 1354, + "FP": 6019, + "IoU": 0.5262481526697937, + "TN": 4014773, + "TP": 8190, + "n_pred": 14209, + "n_ref": 9544 + }, + "3": { + "Dice": 0.0036233596901234476, + "FN": 653369, + "FP": 0, + "IoU": 0.0018149679859813584, + "TN": 3375779, + "TP": 1188, + "n_pred": 1188, + "n_ref": 654557 + }, + "4": { + "Dice": 0.36564516513084266, + "FN": 22078, + "FP": 4563, + "IoU": 0.22372446749613917, + "TN": 3996017, + "TP": 7678, + "n_pred": 12241, + "n_ref": 29756 + }, + "5": { + "Dice": 0.6036921601534404, + "FN": 1296, + "FP": 357, + "IoU": 0.4323489010989011, + "TN": 4027424, + "TP": 1259, + "n_pred": 1616, + "n_ref": 2555 + }, + "6": { + "Dice": 0.23089933963296727, + "FN": 7982, + "FP": 519025, + "IoU": 0.13051792066205148, + "TN": 3424220, + "TP": 79109, + "n_pred": 598134, + "n_ref": 87091 + }, + "7": { + "Dice": 0.6386170784730826, + "FN": 112516, + "FP": 42080, + "IoU": 0.4690943807028328, + "TN": 3739143, + "TP": 136597, + "n_pred": 178677, + "n_ref": 249113 + }, + "8": { + "Dice": 0.8469144845266434, + "FN": 1378, + "FP": 1966, + "IoU": 0.7344767349531522, + "TN": 4017742, + "TP": 9250, + "n_pred": 11216, + "n_ref": 10628 + }, + "9": { + "Dice": 0.612691761843617, + "FN": 4040, + "FP": 1691, + "IoU": 0.4416406858924396, + "TN": 4020072, + "TP": 4533, + "n_pred": 6224, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9767360042218215, + "FN": 5701, + "FP": 647, + "IoU": 0.9545298263709816, + "TN": 2488872, + "TP": 133260, + "n_pred": 133907, + "n_ref": 138961 + }, + "10": { + "Dice": 0.8765746715104195, + "FN": 3511, + "FP": 3318, + "IoU": 0.7802696354451559, + "TN": 2597401, + "TP": 24250, + "n_pred": 27568, + "n_ref": 27761 + }, + "11": { + "Dice": 0.2648171500630517, + "FN": 565, + "FP": 18, + "IoU": 0.15261627906976744, + "TN": 2627792, + "TP": 105, + "n_pred": 123, + "n_ref": 670 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 181, + "IoU": 0.0, + "TN": 2628299, + "TP": 0, + "n_pred": 181, + "n_ref": 0 + }, + "13": { + "Dice": 0.7806105105717588, + "FN": 2110, + "FP": 7571, + "IoU": 0.6401650312221231, + "TN": 2601576, + "TP": 17223, + "n_pred": 24794, + "n_ref": 19333 + }, + "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": 0.922299095263438, + "FN": 20, + "FP": 272, + "IoU": 0.8558024691358025, + "TN": 2626455, + "TP": 1733, + "n_pred": 2005, + "n_ref": 1753 + }, + "3": { + "Dice": 0.9454840956582308, + "FN": 833, + "FP": 1515, + "IoU": 0.8966048703157339, + "TN": 2605771, + "TP": 20361, + "n_pred": 21876, + "n_ref": 21194 + }, + "4": { + "Dice": 0.34667820818004763, + "FN": 2969, + "FP": 50, + "IoU": 0.20968586387434554, + "TN": 2624660, + "TP": 801, + "n_pred": 851, + "n_ref": 3770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8939302951446809, + "FN": 4049, + "FP": 5489, + "IoU": 0.8082043032374824, + "TN": 2578750, + "TP": 40192, + "n_pred": 45681, + "n_ref": 44241 + }, + "7": { + "Dice": 0.0, + "FN": 182, + "FP": 262, + "IoU": 0.0, + "TN": 2628036, + "TP": 0, + "n_pred": 262, + "n_ref": 182 + }, + "8": { + "Dice": 0.0, + "FN": 7160, + "FP": 0, + "IoU": 0.0, + "TN": 2621320, + "TP": 0, + "n_pred": 0, + "n_ref": 7160 + }, + "9": { + "Dice": 0.916078121917538, + "FN": 840, + "FP": 1287, + "IoU": 0.8451514269073966, + "TN": 2614744, + "TP": 11609, + "n_pred": 12896, + "n_ref": 12449 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9431666599296658, + "FN": 2062, + "FP": 750, + "IoU": 0.8924459743736852, + "TN": 4354655, + "TP": 23333, + "n_pred": 24083, + "n_ref": 25395 + }, + "10": { + "Dice": 0.7873265571772786, + "FN": 5912, + "FP": 1767, + "IoU": 0.6492486182798155, + "TN": 4358907, + "TP": 14214, + "n_pred": 15981, + "n_ref": 20126 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 18, + "FP": 123, + "IoU": 0.0, + "TN": 4380659, + "TP": 0, + "n_pred": 123, + "n_ref": 18 + }, + "6": { + "Dice": 0.9494607739479806, + "FN": 2300, + "FP": 1046, + "IoU": 0.9037842190016103, + "TN": 4346024, + "TP": 31430, + "n_pred": 32476, + "n_ref": 33730 + }, + "7": { + "Dice": 0.978442931208167, + "FN": 8957, + "FP": 4760, + "IoU": 0.9577956641867735, + "TN": 4055786, + "TP": 311297, + "n_pred": 316057, + "n_ref": 320254 + }, + "8": { + "Dice": 0.00010206164523372117, + "FN": 19544, + "FP": 50, + "IoU": 5.1033426894615975e-05, + "TN": 4361205, + "TP": 1, + "n_pred": 51, + "n_ref": 19545 + }, + "9": { + "Dice": 0.6410790656870271, + "FN": 200, + "FP": 3073, + "IoU": 0.47175597159457716, + "TN": 4374604, + "TP": 2923, + "n_pred": 5996, + "n_ref": 3123 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8999028182701652, + "FN": 52, + "FP": 51, + "IoU": 0.8180212014134276, + "TN": 2803146, + "TP": 463, + "n_pred": 514, + "n_ref": 515 + }, + "10": { + "Dice": 0.784239266884258, + "FN": 7367, + "FP": 6383, + "IoU": 0.6450605333126823, + "TN": 2764973, + "TP": 24989, + "n_pred": 31372, + "n_ref": 32356 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7668482936621738, + "FN": 201, + "FP": 612, + "IoU": 0.621860465116279, + "TN": 2801562, + "TP": 1337, + "n_pred": 1949, + "n_ref": 1538 + }, + "13": { + "Dice": 0.7779187050794226, + "FN": 4108, + "FP": 6923, + "IoU": 0.6365523376495008, + "TN": 2773361, + "TP": 19320, + "n_pred": 26243, + "n_ref": 23428 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1675, + "IoU": 0.0, + "TN": 2802037, + "TP": 0, + "n_pred": 1675, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 260, + "IoU": 0.0, + "TN": 2803452, + "TP": 0, + "n_pred": 260, + "n_ref": 0 + }, + "2": { + "Dice": 0.7857142857142857, + "FN": 0, + "FP": 6, + "IoU": 0.6470588235294118, + "TN": 2803695, + "TP": 11, + "n_pred": 17, + "n_ref": 11 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7618683732925781, + "FN": 2838, + "FP": 2148, + "IoU": 0.6153371393303503, + "TN": 2790750, + "TP": 7976, + "n_pred": 10124, + "n_ref": 10814 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.915063836842978, + "FN": 4490, + "FP": 3706, + "IoU": 0.8434264318190502, + "TN": 2751366, + "TP": 44150, + "n_pred": 47856, + "n_ref": 48640 + }, + "7": { + "Dice": 0.9348747763199905, + "FN": 13795, + "FP": 3747, + "IoU": 0.8777134890205647, + "TN": 2660262, + "TP": 125908, + "n_pred": 129655, + "n_ref": 139703 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9163960620586568, + "FN": 293, + "FP": 2951, + "IoU": 0.845692812633782, + "TN": 2782689, + "TP": 17779, + "n_pred": 20730, + "n_ref": 18072 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.585704831237591, + "FN": 2990, + "FP": 766, + "IoU": 0.41413196069255964, + "TN": 1745909, + "TP": 2655, + "n_pred": 3421, + "n_ref": 5645 + }, + "11": { + "Dice": 0.15474919957310565, + "FN": 4739, + "FP": 13, + "IoU": 0.08386350491613649, + "TN": 1747133, + "TP": 435, + "n_pred": 448, + "n_ref": 5174 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 444, + "IoU": 0.0, + "TN": 1751870, + "TP": 0, + "n_pred": 444, + "n_ref": 6 + }, + "13": { + "Dice": 0.8338068822441709, + "FN": 1124, + "FP": 2561, + "IoU": 0.7149818238069456, + "TN": 1739391, + "TP": 9244, + "n_pred": 11805, + "n_ref": 10368 + }, + "14": { + "Dice": 0.95581588865865, + "FN": 10919, + "FP": 5329, + "IoU": 0.9153710330171727, + "TN": 1560329, + "TP": 175743, + "n_pred": 181072, + "n_ref": 186662 + }, + "15": { + "Dice": 0.5682039063234787, + "FN": 4491, + "FP": 9282, + "IoU": 0.39684694547843224, + "TN": 1729485, + "TP": 9062, + "n_pred": 18344, + "n_ref": 13553 + }, + "2": { + "Dice": 0.9196677883582731, + "FN": 613, + "FP": 1631, + "IoU": 0.8512823911458679, + "TN": 1737231, + "TP": 12845, + "n_pred": 14476, + "n_ref": 13458 + }, + "3": { + "Dice": 0.949374881387157, + "FN": 5666, + "FP": 5271, + "IoU": 0.9036285774707458, + "TN": 1638832, + "TP": 102551, + "n_pred": 107822, + "n_ref": 108217 + }, + "4": { + "Dice": 0.4639269406392694, + "FN": 582, + "FP": 5, + "IoU": 0.30202140309155767, + "TN": 1751479, + "TP": 254, + "n_pred": 259, + "n_ref": 836 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9180666534651346, + "FN": 9223, + "FP": 6086, + "IoU": 0.8485427095906132, + "TN": 1651242, + "TP": 85769, + "n_pred": 91855, + "n_ref": 94992 + }, + "7": { + "Dice": 0.9515949663447468, + "FN": 5779, + "FP": 4972, + "IoU": 0.9076596694953104, + "TN": 1635892, + "TP": 105677, + "n_pred": 110649, + "n_ref": 111456 + }, + "8": { + "Dice": 0.8128834355828221, + "FN": 108, + "FP": 624, + "IoU": 0.6847545219638242, + "TN": 1749998, + "TP": 1590, + "n_pred": 2214, + "n_ref": 1698 + }, + "9": { + "Dice": 0.7763075890502901, + "FN": 5109, + "FP": 4223, + "IoU": 0.6343976493633693, + "TN": 1726795, + "TP": 16193, + "n_pred": 20416, + "n_ref": 21302 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7881238997002427, + "FN": 4237, + "FP": 4669, + "IoU": 0.6503337259521005, + "TN": 2778242, + "TP": 16564, + "n_pred": 21233, + "n_ref": 20801 + }, + "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": 0.6719878186551402, + "FN": 4176, + "FP": 9180, + "IoU": 0.5060102822058661, + "TN": 2776675, + "TP": 13681, + "n_pred": 22861, + "n_ref": 17857 + }, + "14": { + "Dice": 0.1202073506748237, + "FN": 18720, + "FP": 119, + "IoU": 0.06394713306171122, + "TN": 2783586, + "TP": 1287, + "n_pred": 1406, + "n_ref": 20007 + }, + "15": { + "Dice": 0.49402573529411764, + "FN": 495, + "FP": 14919, + "IoU": 0.32804394263045467, + "TN": 2780773, + "TP": 7525, + "n_pred": 22444, + "n_ref": 8020 + }, + "2": { + "Dice": 0.49230769230769234, + "FN": 159, + "FP": 270, + "IoU": 0.32653061224489793, + "TN": 2803075, + "TP": 208, + "n_pred": 478, + "n_ref": 367 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 2803710, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 588, + "FP": 6361, + "IoU": 0.0, + "TN": 2796763, + "TP": 0, + "n_pred": 6361, + "n_ref": 588 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 62, + "IoU": 0.0, + "TN": 2803650, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "6": { + "Dice": 0.9685345112136688, + "FN": 7130, + "FP": 8599, + "IoU": 0.9389887705824169, + "TN": 2545907, + "TP": 242076, + "n_pred": 250675, + "n_ref": 249206 + }, + "7": { + "Dice": 0.9538704657587126, + "FN": 19840, + "FP": 3104, + "IoU": 0.911809135042262, + "TN": 2543549, + "TP": 237219, + "n_pred": 240323, + "n_ref": 257059 + }, + "8": { + "Dice": 0.667384284176534, + "FN": 34, + "FP": 275, + "IoU": 0.5008077544426495, + "TN": 2803093, + "TP": 310, + "n_pred": 585, + "n_ref": 344 + }, + "9": { + "Dice": 0.783752276867031, + "FN": 1194, + "FP": 4742, + "IoU": 0.6444018450847661, + "TN": 2787019, + "TP": 10757, + "n_pred": 15499, + "n_ref": 11951 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 5, + "FP": 0, + "IoU": 0.0, + "TN": 2628475, + "TP": 0, + "n_pred": 0, + "n_ref": 5 + }, + "10": { + "Dice": 0.21249816450252773, + "FN": 34422, + "FP": 3119, + "IoU": 0.118879969957283, + "TN": 2585874, + "TP": 5065, + "n_pred": 8184, + "n_ref": 39487 + }, + "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": 0.7542000168506192, + "FN": 7085, + "FP": 7502, + "IoU": 0.6053941459719743, + "TN": 2591514, + "TP": 22379, + "n_pred": 29881, + "n_ref": 29464 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1166, + "IoU": 0.0, + "TN": 2627314, + "TP": 0, + "n_pred": 1166, + "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": 0.837461825585341, + "FN": 96, + "FP": 383, + "IoU": 0.7203736135434909, + "TN": 2626767, + "TP": 1234, + "n_pred": 1617, + "n_ref": 1330 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5038705137227305, + "FN": 2, + "FP": 703, + "IoU": 0.3367826904985889, + "TN": 2627417, + "TP": 358, + "n_pred": 1061, + "n_ref": 360 + }, + "6": { + "Dice": 0.9388644602217885, + "FN": 7007, + "FP": 7244, + "IoU": 0.8847733630880189, + "TN": 2504802, + "TP": 109427, + "n_pred": 116671, + "n_ref": 116434 + }, + "7": { + "Dice": 0.9014283795280527, + "FN": 7306, + "FP": 3701, + "IoU": 0.8205458458327899, + "TN": 2567144, + "TP": 50329, + "n_pred": 54030, + "n_ref": 57635 + }, + "8": { + "Dice": 0.821193201526188, + "FN": 393, + "FP": 1669, + "IoU": 0.6966308665587759, + "TN": 2621683, + "TP": 4735, + "n_pred": 6404, + "n_ref": 5128 + }, + "9": { + "Dice": 0.8163861894603777, + "FN": 5629, + "FP": 3667, + "IoU": 0.6897403377611642, + "TN": 2598518, + "TP": 20666, + "n_pred": 24333, + "n_ref": 26295 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 415, + "IoU": 0.0, + "TN": 2452833, + "TP": 0, + "n_pred": 415, + "n_ref": 0 + }, + "10": { + "Dice": 0.09590394406869823, + "FN": 93, + "FP": 11804, + "IoU": 0.05036717752234993, + "TN": 2440720, + "TP": 631, + "n_pred": 12435, + "n_ref": 724 + }, + "11": { + "Dice": 0.053742802303262956, + "FN": 411, + "FP": 82, + "IoU": 0.027613412228796843, + "TN": 2452741, + "TP": 14, + "n_pred": 96, + "n_ref": 425 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 2453223, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "13": { + "Dice": 0.39213375561611546, + "FN": 21515, + "FP": 3244, + "IoU": 0.24388456252863033, + "TN": 2420503, + "TP": 7986, + "n_pred": 11230, + "n_ref": 29501 + }, + "14": { + "Dice": 0.8129444110861802, + "FN": 2424, + "FP": 9414, + "IoU": 0.68484106277621, + "TN": 2415686, + "TP": 25724, + "n_pred": 35138, + "n_ref": 28148 + }, + "15": { + "Dice": 0.5231830255207444, + "FN": 6239, + "FP": 24458, + "IoU": 0.35426395725524845, + "TN": 2405710, + "TP": 16841, + "n_pred": 41299, + "n_ref": 23080 + }, + "2": { + "Dice": 0.9597525029434113, + "FN": 2304, + "FP": 7336, + "IoU": 0.9226193820788415, + "TN": 2328669, + "TP": 114939, + "n_pred": 122275, + "n_ref": 117243 + }, + "3": { + "Dice": 0.9082426127527217, + "FN": 189, + "FP": 47, + "IoU": 0.8319088319088319, + "TN": 2451844, + "TP": 1168, + "n_pred": 1215, + "n_ref": 1357 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 12194, + "IoU": 0.0, + "TN": 2441054, + "TP": 0, + "n_pred": 12194, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8766398249539222, + "FN": 5982, + "FP": 19050, + "IoU": 0.7803728887914017, + "TN": 2339273, + "TP": 88943, + "n_pred": 107993, + "n_ref": 94925 + }, + "7": { + "Dice": 0.7431934604904632, + "FN": 7568, + "FP": 4213, + "IoU": 0.5913348133758846, + "TN": 2424420, + "TP": 17047, + "n_pred": 21260, + "n_ref": 24615 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.492911066102007, + "FN": 4593, + "FP": 915, + "IoU": 0.3270616982284667, + "TN": 2445063, + "TP": 2677, + "n_pred": 3592, + "n_ref": 7270 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 116, + "IoU": 0.0, + "TN": 2628364, + "TP": 0, + "n_pred": 116, + "n_ref": 0 + }, + "10": { + "Dice": 0.7932535964283746, + "FN": 13198, + "FP": 1806, + "IoU": 0.6573490454005664, + "TN": 2584692, + "TP": 28784, + "n_pred": 30590, + "n_ref": 41982 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 2628451, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "13": { + "Dice": 0.7584982576106253, + "FN": 3891, + "FP": 7128, + "IoU": 0.610952229636691, + "TN": 2600157, + "TP": 17304, + "n_pred": 24432, + "n_ref": 21195 + }, + "14": { + "Dice": 0.0, + "FN": 66, + "FP": 86868, + "IoU": 0.0, + "TN": 2541546, + "TP": 0, + "n_pred": 86868, + "n_ref": 66 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 13074, + "IoU": 0.0, + "TN": 2615406, + "TP": 0, + "n_pred": 13074, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8854694554501059, + "FN": 1230, + "FP": 13, + "IoU": 0.7944775132275133, + "TN": 2622432, + "TP": 4805, + "n_pred": 4818, + "n_ref": 6035 + }, + "4": { + "Dice": 0.8381941011698797, + "FN": 1446, + "FP": 518, + "IoU": 0.72145794922706, + "TN": 2621429, + "TP": 5087, + "n_pred": 5605, + "n_ref": 6533 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9471704478367209, + "FN": 5562, + "FP": 6966, + "IoU": 0.8996427255395165, + "TN": 2503646, + "TP": 112306, + "n_pred": 119272, + "n_ref": 117868 + }, + "7": { + "Dice": 0.679157661078334, + "FN": 13182, + "FP": 8788, + "IoU": 0.5141852597129779, + "TN": 2583257, + "TP": 23253, + "n_pred": 32041, + "n_ref": 36435 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9335087962321651, + "FN": 203, + "FP": 1717, + "IoU": 0.8753084816209897, + "TN": 2613082, + "TP": 13478, + "n_pred": 15195, + "n_ref": 13681 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6230231702831923, + "FN": 225, + "FP": 5925, + "IoU": 0.45245726495726496, + "TN": 1215392, + "TP": 5082, + "n_pred": 11007, + "n_ref": 5307 + }, + "10": { + "Dice": 0.6025863218237568, + "FN": 5019, + "FP": 943, + "IoU": 0.4312154169051708, + "TN": 1216142, + "TP": 4520, + "n_pred": 5463, + "n_ref": 9539 + }, + "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": 0.01401541695865452, + "FN": 190, + "FP": 1217, + "IoU": 0.007057163020465773, + "TN": 1225207, + "TP": 10, + "n_pred": 1227, + "n_ref": 200 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 1226596, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9172163588390502, + "FN": 222, + "FP": 782, + "IoU": 0.8470910752360645, + "TN": 1220058, + "TP": 5562, + "n_pred": 6344, + "n_ref": 5784 + }, + "3": { + "Dice": 0.9371008084327125, + "FN": 1264, + "FP": 10002, + "IoU": 0.8816459885070754, + "TN": 1131435, + "TP": 83923, + "n_pred": 93925, + "n_ref": 85187 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6863278064691493, + "FN": 328, + "FP": 1980, + "IoU": 0.5224498241258018, + "TN": 1221791, + "TP": 2525, + "n_pred": 4505, + "n_ref": 2853 + }, + "6": { + "Dice": 0.9458995420089098, + "FN": 21754, + "FP": 4210, + "IoU": 0.8973523679247893, + "TN": 973681, + "TP": 226979, + "n_pred": 231189, + "n_ref": 248733 + }, + "7": { + "Dice": 0.7875985510334541, + "FN": 7320, + "FP": 2648, + "IoU": 0.6496186157685683, + "TN": 1198175, + "TP": 18481, + "n_pred": 21129, + "n_ref": 25801 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 398, + "IoU": 0.0, + "TN": 1226226, + "TP": 0, + "n_pred": 398, + "n_ref": 0 + }, + "9": { + "Dice": 0.7831463475442533, + "FN": 384, + "FP": 3965, + "IoU": 0.6435830191771841, + "TN": 1214422, + "TP": 7853, + "n_pred": 11818, + "n_ref": 8237 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/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": 0.26437541308658297, + "FN": 1049, + "FP": 64, + "IoU": 0.15232292460015232, + "TN": 1225311, + "TP": 200, + "n_pred": 264, + "n_ref": 1249 + }, + "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": 0.6999883317598888, + "FN": 25253, + "FP": 3030, + "IoU": 0.5384477300172982, + "TN": 1165346, + "TP": 32995, + "n_pred": 36025, + "n_ref": 58248 + }, + "15": { + "Dice": 0.4549997192746056, + "FN": 163, + "FP": 19251, + "IoU": 0.29449814666763574, + "TN": 1199106, + "TP": 8104, + "n_pred": 27355, + "n_ref": 8267 + }, + "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": 0.8167781155015198, + "FN": 329, + "FP": 2685, + "IoU": 0.6903000411015208, + "TN": 1216892, + "TP": 6718, + "n_pred": 9403, + "n_ref": 7047 + }, + "6": { + "Dice": 0.9602528559350361, + "FN": 3777, + "FP": 4309, + "IoU": 0.9235445958340031, + "TN": 1120863, + "TP": 97675, + "n_pred": 101984, + "n_ref": 101452 + }, + "7": { + "Dice": 0.9011545809452612, + "FN": 5629, + "FP": 3891, + "IoU": 0.8200922216342883, + "TN": 1173708, + "TP": 43396, + "n_pred": 47287, + "n_ref": 49025 + }, + "8": { + "Dice": 0.9394048260583199, + "FN": 571, + "FP": 1453, + "IoU": 0.8857336419578841, + "TN": 1208911, + "TP": 15689, + "n_pred": 17142, + "n_ref": 16260 + }, + "9": { + "Dice": 0.8790560471976401, + "FN": 203, + "FP": 84, + "IoU": 0.7842105263157895, + "TN": 1225294, + "TP": 1043, + "n_pred": 1127, + "n_ref": 1246 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9871285254590195, + "FN": 6207, + "FP": 321, + "IoU": 0.9745841898710521, + "TN": 3423024, + "TP": 250320, + "n_pred": 250641, + "n_ref": 256527 + }, + "10": { + "Dice": 0.8034643570952699, + "FN": 1766, + "FP": 1184, + "IoU": 0.6714922048997772, + "TN": 3670892, + "TP": 6030, + "n_pred": 7214, + "n_ref": 7796 + }, + "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": 0.8877541371158393, + "FN": 399, + "FP": 788, + "IoU": 0.7981635776228533, + "TN": 3673991, + "TP": 4694, + "n_pred": 5482, + "n_ref": 5093 + }, + "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": 0.9735862320349927, + "FN": 3145, + "FP": 913, + "IoU": 0.9485319297355571, + "TN": 3601027, + "TP": 74787, + "n_pred": 75700, + "n_ref": 77932 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 294, + "IoU": 0.0, + "TN": 3679578, + "TP": 0, + "n_pred": 294, + "n_ref": 0 + }, + "4": { + "Dice": 0.6599677014175489, + "FN": 701, + "FP": 10669, + "IoU": 0.4925013390465988, + "TN": 3657468, + "TP": 11034, + "n_pred": 21703, + "n_ref": 11735 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9689053499878321, + "FN": 31738, + "FP": 2633, + "IoU": 0.9396861383932097, + "TN": 3110003, + "TP": 535498, + "n_pred": 538131, + "n_ref": 567236 + }, + "7": { + "Dice": 0.6154289418713534, + "FN": 286, + "FP": 5053, + "IoU": 0.44449068775361567, + "TN": 3670261, + "TP": 4272, + "n_pred": 9325, + "n_ref": 4558 + }, + "8": { + "Dice": 0.7987188962798719, + "FN": 3956, + "FP": 1763, + "IoU": 0.6648892534864643, + "TN": 3662806, + "TP": 11347, + "n_pred": 13110, + "n_ref": 15303 + }, + "9": { + "Dice": 0.0, + "FN": 66, + "FP": 0, + "IoU": 0.0, + "TN": 3679806, + "TP": 0, + "n_pred": 0, + "n_ref": 66 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9501450375471033, + "FN": 2295, + "FP": 10578, + "IoU": 0.905025047771523, + "TN": 2843403, + "TP": 122668, + "n_pred": 133246, + "n_ref": 124963 + }, + "10": { + "Dice": 0.7050417592521646, + "FN": 6222, + "FP": 9176, + "IoU": 0.5444513475932665, + "TN": 2945143, + "TP": 18403, + "n_pred": 27579, + "n_ref": 24625 + }, + "11": { + "Dice": 0.0, + "FN": 39, + "FP": 3, + "IoU": 0.0, + "TN": 2978902, + "TP": 0, + "n_pred": 3, + "n_ref": 39 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7401619860903248, + "FN": 4284, + "FP": 7522, + "IoU": 0.5875056776492785, + "TN": 2950323, + "TP": 16815, + "n_pred": 24337, + "n_ref": 21099 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.5783583978935642, + "FN": 3569, + "FP": 46393, + "IoU": 0.4068243339507052, + "TN": 2894716, + "TP": 34266, + "n_pred": 80659, + "n_ref": 37835 + }, + "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": 0.6130653266331658, + "FN": 243, + "FP": 604, + "IoU": 0.4420289855072464, + "TN": 2977426, + "TP": 671, + "n_pred": 1275, + "n_ref": 914 + }, + "5": { + "Dice": 0.5416666666666666, + "FN": 6, + "FP": 104, + "IoU": 0.37142857142857144, + "TN": 2978769, + "TP": 65, + "n_pred": 169, + "n_ref": 71 + }, + "6": { + "Dice": 0.9080110044272779, + "FN": 2671, + "FP": 2378, + "IoU": 0.831520288307528, + "TN": 2948976, + "TP": 24919, + "n_pred": 27297, + "n_ref": 27590 + }, + "7": { + "Dice": 0.7277321140202856, + "FN": 46948, + "FP": 13074, + "IoU": 0.5719959782368419, + "TN": 2838707, + "TP": 80215, + "n_pred": 93289, + "n_ref": 127163 + }, + "8": { + "Dice": 0.9349787487883081, + "FN": 141, + "FP": 1603, + "IoU": 0.8778968003920745, + "TN": 2964661, + "TP": 12539, + "n_pred": 14142, + "n_ref": 12680 + }, + "9": { + "Dice": 0.882683782174287, + "FN": 1312, + "FP": 461, + "IoU": 0.7900035532393699, + "TN": 2970501, + "TP": 6670, + "n_pred": 7131, + "n_ref": 7982 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9522259125341536, + "FN": 4954, + "FP": 886, + "IoU": 0.9088084196061897, + "TN": 3440599, + "TP": 58201, + "n_pred": 59087, + "n_ref": 63155 + }, + "10": { + "Dice": 0.8573228229758144, + "FN": 7426, + "FP": 7977, + "IoU": 0.7502756160830091, + "TN": 3442960, + "TP": 46277, + "n_pred": 54254, + "n_ref": 53703 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 3504610, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "12": { + "Dice": 0.3543913713405239, + "FN": 715, + "FP": 123, + "IoU": 0.2153558052434457, + "TN": 3503572, + "TP": 230, + "n_pred": 353, + "n_ref": 945 + }, + "13": { + "Dice": 0.7338838943480382, + "FN": 9894, + "FP": 5380, + "IoU": 0.5796339617448741, + "TN": 3468305, + "TP": 21061, + "n_pred": 26441, + "n_ref": 30955 + }, + "14": { + "Dice": 0.9678979247343859, + "FN": 1381, + "FP": 5085, + "IoU": 0.9377928287619176, + "TN": 3400697, + "TP": 97477, + "n_pred": 102562, + "n_ref": 98858 + }, + "15": { + "Dice": 0.6632064590542099, + "FN": 1123, + "FP": 45, + "IoU": 0.49611734253666956, + "TN": 3502322, + "TP": 1150, + "n_pred": 1195, + "n_ref": 2273 + }, + "2": { + "Dice": 0.9250431778929188, + "FN": 316, + "FP": 118, + "IoU": 0.8605398457583547, + "TN": 3501528, + "TP": 2678, + "n_pred": 2796, + "n_ref": 2994 + }, + "3": { + "Dice": 0.9618009083528973, + "FN": 496, + "FP": 4727, + "IoU": 0.9264127816053087, + "TN": 3433663, + "TP": 65754, + "n_pred": 70481, + "n_ref": 66250 + }, + "4": { + "Dice": 0.8266386795153134, + "FN": 1692, + "FP": 1942, + "IoU": 0.7045047975280534, + "TN": 3492342, + "TP": 8664, + "n_pred": 10606, + "n_ref": 10356 + }, + "5": { + "Dice": 0.0, + "FN": 621, + "FP": 0, + "IoU": 0.0, + "TN": 3504019, + "TP": 0, + "n_pred": 0, + "n_ref": 621 + }, + "6": { + "Dice": 0.960858711500106, + "FN": 4150, + "FP": 4897, + "IoU": 0.9246660893315125, + "TN": 3384548, + "TP": 111045, + "n_pred": 115942, + "n_ref": 115195 + }, + "7": { + "Dice": 0.9412629532142942, + "FN": 6062, + "FP": 6323, + "IoU": 0.8890431822254077, + "TN": 3393020, + "TP": 99235, + "n_pred": 105558, + "n_ref": 105297 + }, + "8": { + "Dice": 0.782636496039217, + "FN": 5185, + "FP": 934, + "IoU": 0.642894660052524, + "TN": 3487505, + "TP": 11016, + "n_pred": 11950, + "n_ref": 16201 + }, + "9": { + "Dice": 0.8487215909090909, + "FN": 1542, + "FP": 3570, + "IoU": 0.7371992597162246, + "TN": 3485188, + "TP": 14340, + "n_pred": 17910, + "n_ref": 15882 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.05401563610518834, + "FN": 18, + "FP": 7968, + "IoU": 0.027757487216946677, + "TN": 3496426, + "TP": 228, + "n_pred": 8196, + "n_ref": 246 + }, + "10": { + "Dice": 0.869689019708216, + "FN": 1623, + "FP": 6523, + "IoU": 0.7694245520677064, + "TN": 3469311, + "TP": 27183, + "n_pred": 33706, + "n_ref": 28806 + }, + "11": { + "Dice": 0.28068043742405835, + "FN": 1133, + "FP": 51, + "IoU": 0.16325088339222615, + "TN": 3503225, + "TP": 231, + "n_pred": 282, + "n_ref": 1364 + }, + "12": { + "Dice": 0.6738738738738739, + "FN": 67, + "FP": 114, + "IoU": 0.5081521739130435, + "TN": 3504272, + "TP": 187, + "n_pred": 301, + "n_ref": 254 + }, + "13": { + "Dice": 0.7585525690948808, + "FN": 3468, + "FP": 9243, + "IoU": 0.611022706407981, + "TN": 3471962, + "TP": 19967, + "n_pred": 29210, + "n_ref": 23435 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 15245, + "IoU": 0.0, + "TN": 3489395, + "TP": 0, + "n_pred": 15245, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.937979635104064, + "FN": 506, + "FP": 1571, + "IoU": 0.883203059101389, + "TN": 3486857, + "TP": 15706, + "n_pred": 17277, + "n_ref": 16212 + }, + "3": { + "Dice": 0.9751625184532905, + "FN": 1728, + "FP": 3067, + "IoU": 0.9515289360626737, + "TN": 3405715, + "TP": 94130, + "n_pred": 97197, + "n_ref": 95858 + }, + "4": { + "Dice": 0.301460597826087, + "FN": 188, + "FP": 8038, + "IoU": 0.17748225177482252, + "TN": 3494639, + "TP": 1775, + "n_pred": 9813, + "n_ref": 1963 + }, + "5": { + "Dice": 0.14785992217898833, + "FN": 657, + "FP": 0, + "IoU": 0.07983193277310924, + "TN": 3503926, + "TP": 57, + "n_pred": 57, + "n_ref": 714 + }, + "6": { + "Dice": 0.8183593970530119, + "FN": 3002, + "FP": 13085, + "IoU": 0.692562015059435, + "TN": 3452314, + "TP": 36239, + "n_pred": 49324, + "n_ref": 39241 + }, + "7": { + "Dice": 0.23245574104268227, + "FN": 23258, + "FP": 440427, + "IoU": 0.1315133920209777, + "TN": 2970740, + "TP": 70215, + "n_pred": 510642, + "n_ref": 93473 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9148374081367981, + "FN": 429, + "FP": 1344, + "IoU": 0.8430417847025495, + "TN": 3493344, + "TP": 9523, + "n_pred": 10867, + "n_ref": 9952 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9061728395061729, + "FN": 2068, + "FP": 668, + "IoU": 0.8284424379232506, + "TN": 1385908, + "TP": 13212, + "n_pred": 13880, + "n_ref": 15280 + }, + "10": { + "Dice": 0.7639570495553669, + "FN": 7674, + "FP": 11517, + "IoU": 0.6180667502537465, + "TN": 1351609, + "TP": 31056, + "n_pred": 42573, + "n_ref": 38730 + }, + "11": { + "Dice": 0.0351288056206089, + "FN": 485, + "FP": 339, + "IoU": 0.017878426698450536, + "TN": 1401017, + "TP": 15, + "n_pred": 354, + "n_ref": 500 + }, + "12": { + "Dice": 0.36420992256954404, + "FN": 1324, + "FP": 893, + "IoU": 0.22265077138849929, + "TN": 1399004, + "TP": 635, + "n_pred": 1528, + "n_ref": 1959 + }, + "13": { + "Dice": 0.8245382013702194, + "FN": 9953, + "FP": 6233, + "IoU": 0.7014589519892285, + "TN": 1347639, + "TP": 38031, + "n_pred": 44264, + "n_ref": 47984 + }, + "14": { + "Dice": 0.7061560037855034, + "FN": 19393, + "FP": 6378, + "IoU": 0.5457814124821545, + "TN": 1345119, + "TP": 30966, + "n_pred": 37344, + "n_ref": 50359 + }, + "15": { + "Dice": 0.8256847119171934, + "FN": 101, + "FP": 3705, + "IoU": 0.7031201248049922, + "TN": 1389036, + "TP": 9014, + "n_pred": 12719, + "n_ref": 9115 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8878894024498932, + "FN": 2526, + "FP": 2883, + "IoU": 0.7983822871626659, + "TN": 1375028, + "TP": 21419, + "n_pred": 24302, + "n_ref": 23945 + }, + "4": { + "Dice": 0.8000995945080742, + "FN": 10471, + "FP": 769, + "IoU": 0.6668050038536788, + "TN": 1368122, + "TP": 22494, + "n_pred": 23263, + "n_ref": 32965 + }, + "5": { + "Dice": 0.8094601102252662, + "FN": 1434, + "FP": 2127, + "IoU": 0.6799101123595506, + "TN": 1390731, + "TP": 7564, + "n_pred": 9691, + "n_ref": 8998 + }, + "6": { + "Dice": 0.8663438981781881, + "FN": 6475, + "FP": 6914, + "IoU": 0.7642034447536191, + "TN": 1345074, + "TP": 43393, + "n_pred": 50307, + "n_ref": 49868 + }, + "7": { + "Dice": 0.8768639372887956, + "FN": 6120, + "FP": 13484, + "IoU": 0.780728147195347, + "TN": 1312451, + "TP": 69801, + "n_pred": 83285, + "n_ref": 75921 + }, + "8": { + "Dice": 0.9470410404749995, + "FN": 783, + "FP": 4087, + "IoU": 0.8994092617837816, + "TN": 1353442, + "TP": 43544, + "n_pred": 47631, + "n_ref": 44327 + }, + "9": { + "Dice": 0.7784863563691236, + "FN": 7844, + "FP": 4487, + "IoU": 0.6373128621430042, + "TN": 1367857, + "TP": 21668, + "n_pred": 26155, + "n_ref": 29512 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9362784045765136, + "FN": 125, + "FP": 276, + "IoU": 0.8801912160143412, + "TN": 1748973, + "TP": 2946, + "n_pred": 3222, + "n_ref": 3071 + }, + "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": 2794, + "IoU": 0.0, + "TN": 1749526, + "TP": 0, + "n_pred": 2794, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2834, + "IoU": 0.0, + "TN": 1749486, + "TP": 0, + "n_pred": 2834, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8942937324602432, + "FN": 41, + "FP": 72, + "IoU": 0.8087986463620981, + "TN": 1751729, + "TP": 478, + "n_pred": 550, + "n_ref": 519 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.329006837408738, + "FN": 10770, + "FP": 810, + "IoU": 0.1968929884180595, + "TN": 1737901, + "TP": 2839, + "n_pred": 3649, + "n_ref": 13609 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9614826392765435, + "FN": 11088, + "FP": 2367, + "IoU": 0.9258224037841325, + "TN": 1570931, + "TP": 167934, + "n_pred": 170301, + "n_ref": 179022 + }, + "7": { + "Dice": 0.9197914225451137, + "FN": 2372, + "FP": 366, + "IoU": 0.8514942778109237, + "TN": 1733883, + "TP": 15699, + "n_pred": 16065, + "n_ref": 18071 + }, + "8": { + "Dice": 0.8526114301339897, + "FN": 858, + "FP": 1298, + "IoU": 0.7430886558627264, + "TN": 1743928, + "TP": 6236, + "n_pred": 7534, + "n_ref": 7094 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8485337243401759, + "FN": 116, + "FP": 1950, + "IoU": 0.7369158283458551, + "TN": 1394003, + "TP": 5787, + "n_pred": 7737, + "n_ref": 5903 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.49342701722574794, + "FN": 501, + "FP": 3969, + "IoU": 0.327516172709493, + "TN": 1395209, + "TP": 2177, + "n_pred": 6146, + "n_ref": 2678 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 77, + "IoU": 0.0, + "TN": 1401779, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1461, + "IoU": 0.0, + "TN": 1400395, + "TP": 0, + "n_pred": 1461, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4740, + "IoU": 0.0, + "TN": 1397116, + "TP": 0, + "n_pred": 4740, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.948561464690497, + "FN": 225, + "FP": 70, + "IoU": 0.9021558872305141, + "TN": 1398841, + "TP": 2720, + "n_pred": 2790, + "n_ref": 2945 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.08158883521202362, + "FN": 1691, + "FP": 20, + "IoU": 0.042529378847229994, + "TN": 1400069, + "TP": 76, + "n_pred": 96, + "n_ref": 1767 + }, + "6": { + "Dice": 0.9632766538413802, + "FN": 4100, + "FP": 3297, + "IoU": 0.929154974092768, + "TN": 1297445, + "TP": 97014, + "n_pred": 100311, + "n_ref": 101114 + }, + "7": { + "Dice": 0.6235520787390608, + "FN": 1782, + "FP": 14435, + "IoU": 0.45301538046411227, + "TN": 1372208, + "TP": 13431, + "n_pred": 27866, + "n_ref": 15213 + }, + "8": { + "Dice": 0.8911709159584513, + "FN": 12307, + "FP": 13509, + "IoU": 0.8037044922290824, + "TN": 1270340, + "TP": 105700, + "n_pred": 119209, + "n_ref": 118007 + }, + "9": { + "Dice": 0.8336157234835649, + "FN": 227, + "FP": 1737, + "IoU": 0.7147007553747821, + "TN": 1394972, + "TP": 4920, + "n_pred": 6657, + "n_ref": 5147 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9083680472674166, + "FN": 9535, + "FP": 26166, + "IoU": 0.8321193283080266, + "TN": 2591055, + "TP": 176956, + "n_pred": 203122, + "n_ref": 186491 + }, + "10": { + "Dice": 0.8742604765817584, + "FN": 1933, + "FP": 10309, + "IoU": 0.7766099158774475, + "TN": 2748911, + "TP": 42559, + "n_pred": 52868, + "n_ref": 44492 + }, + "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": 188, + "IoU": 0.0, + "TN": 2803524, + "TP": 0, + "n_pred": 188, + "n_ref": 0 + }, + "13": { + "Dice": 0.7531617676518116, + "FN": 6410, + "FP": 12073, + "IoU": 0.6040573252501018, + "TN": 2757031, + "TP": 28198, + "n_pred": 40271, + "n_ref": 34608 + }, + "14": { + "Dice": 0.17197542770790553, + "FN": 757250, + "FP": 0, + "IoU": 0.09407719694504527, + "TN": 1967824, + "TP": 78638, + "n_pred": 78638, + "n_ref": 835888 + }, + "15": { + "Dice": 0.3412220821539852, + "FN": 82760, + "FP": 331, + "IoU": 0.20570691138514482, + "TN": 2699102, + "TP": 21519, + "n_pred": 21850, + "n_ref": 104279 + }, + "2": { + "Dice": 0.9608753101936898, + "FN": 1542, + "FP": 886, + "IoU": 0.9246968334212077, + "TN": 2771469, + "TP": 29815, + "n_pred": 30701, + "n_ref": 31357 + }, + "3": { + "Dice": 0.8766197879550314, + "FN": 10525, + "FP": 23409, + "IoU": 0.7803411334433764, + "TN": 2649227, + "TP": 120551, + "n_pred": 143960, + "n_ref": 131076 + }, + "4": { + "Dice": 0.5962555962555962, + "FN": 341, + "FP": 1643, + "IoU": 0.4247608002319513, + "TN": 2800263, + "TP": 1465, + "n_pred": 3108, + "n_ref": 1806 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4168399084962074, + "FN": 29816, + "FP": 42837, + "IoU": 0.26329611940903885, + "TN": 2705093, + "TP": 25966, + "n_pred": 68803, + "n_ref": 55782 + }, + "7": { + "Dice": 0.45003939745075316, + "FN": 1961, + "FP": 57366, + "IoU": 0.2903553785241803, + "TN": 2720111, + "TP": 24274, + "n_pred": 81640, + "n_ref": 26235 + }, + "8": { + "Dice": 0.9603693181818181, + "FN": 411, + "FP": 147, + "IoU": 0.9237600765131848, + "TN": 2796393, + "TP": 6761, + "n_pred": 6908, + "n_ref": 7172 + }, + "9": { + "Dice": 0.8650270285568732, + "FN": 2057, + "FP": 2712, + "IoU": 0.7621565009226472, + "TN": 2783661, + "TP": 15282, + "n_pred": 17994, + "n_ref": 17339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.958234144443724, + "FN": 331, + "FP": 4178, + "IoU": 0.9198171924458513, + "TN": 1345622, + "TP": 51725, + "n_pred": 55903, + "n_ref": 52056 + }, + "10": { + "Dice": 0.8087135859757669, + "FN": 6501, + "FP": 3887, + "IoU": 0.6788573901752867, + "TN": 1369509, + "TP": 21959, + "n_pred": 25846, + "n_ref": 28460 + }, + "11": { + "Dice": 0.018530774321641297, + "FN": 2966, + "FP": 0, + "IoU": 0.009352037408149633, + "TN": 1398862, + "TP": 28, + "n_pred": 28, + "n_ref": 2994 + }, + "12": { + "Dice": 0.6349206349206349, + "FN": 13, + "FP": 10, + "IoU": 0.46511627906976744, + "TN": 1401813, + "TP": 20, + "n_pred": 30, + "n_ref": 33 + }, + "13": { + "Dice": 0.6404656255402524, + "FN": 3809, + "FP": 2430, + "IoU": 0.4710918955578162, + "TN": 1390060, + "TP": 5557, + "n_pred": 7987, + "n_ref": 9366 + }, + "14": { + "Dice": 0.7586206896551724, + "FN": 7, + "FP": 0, + "IoU": 0.6111111111111112, + "TN": 1401838, + "TP": 11, + "n_pred": 11, + "n_ref": 18 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9240814236333376, + "FN": 1236, + "FP": 1136, + "IoU": 0.8588767253688719, + "TN": 1385048, + "TP": 14436, + "n_pred": 15572, + "n_ref": 15672 + }, + "3": { + "Dice": 0.7521994134897361, + "FN": 0, + "FP": 338, + "IoU": 0.6028202115158637, + "TN": 1401005, + "TP": 513, + "n_pred": 851, + "n_ref": 513 + }, + "4": { + "Dice": 0.7512347283597609, + "FN": 355, + "FP": 602, + "IoU": 0.6015820149875104, + "TN": 1399454, + "TP": 1445, + "n_pred": 2047, + "n_ref": 1800 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9587730329706381, + "FN": 4181, + "FP": 7883, + "IoU": 0.9208107966181799, + "TN": 1249512, + "TP": 140280, + "n_pred": 148163, + "n_ref": 144461 + }, + "7": { + "Dice": 0.957830566467757, + "FN": 6271, + "FP": 8124, + "IoU": 0.9190737471750301, + "TN": 1223978, + "TP": 163483, + "n_pred": 171607, + "n_ref": 169754 + }, + "8": { + "Dice": 0.9086113584983215, + "FN": 1940, + "FP": 728, + "IoU": 0.8325277760341473, + "TN": 1385925, + "TP": 13263, + "n_pred": 13991, + "n_ref": 15203 + }, + "9": { + "Dice": 0.8896969696969697, + "FN": 2537, + "FP": 2104, + "IoU": 0.8013100436681223, + "TN": 1378498, + "TP": 18717, + "n_pred": 20821, + "n_ref": 21254 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9040310184229242, + "FN": 1275, + "FP": 2908, + "IoU": 0.8248691647477496, + "TN": 852275, + "TP": 19702, + "n_pred": 22610, + "n_ref": 20977 + }, + "11": { + "Dice": 0.0, + "FN": 172, + "FP": 0, + "IoU": 0.0, + "TN": 875988, + "TP": 0, + "n_pred": 0, + "n_ref": 172 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 876114, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "13": { + "Dice": 0.732369655593272, + "FN": 5679, + "FP": 1338, + "IoU": 0.5777470213022025, + "TN": 859542, + "TP": 9601, + "n_pred": 10939, + "n_ref": 15280 + }, + "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": 0.9512562814070352, + "FN": 81, + "FP": 113, + "IoU": 0.9070436032582655, + "TN": 874073, + "TP": 1893, + "n_pred": 2006, + "n_ref": 1974 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9535942286221408, + "FN": 930, + "FP": 2312, + "IoU": 0.911304442985336, + "TN": 839608, + "TP": 33310, + "n_pred": 35622, + "n_ref": 34240 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9652416693400586, + "FN": 7320, + "FP": 3623, + "IoU": 0.9328184569670999, + "TN": 713273, + "TP": 151944, + "n_pred": 155567, + "n_ref": 159264 + }, + "7": { + "Dice": 0.9596568538534587, + "FN": 406, + "FP": 3375, + "IoU": 0.9224426165617116, + "TN": 827409, + "TP": 44970, + "n_pred": 48345, + "n_ref": 45376 + }, + "8": { + "Dice": 0.9522292993630573, + "FN": 392, + "FP": 208, + "IoU": 0.9088145896656535, + "TN": 869580, + "TP": 5980, + "n_pred": 6188, + "n_ref": 6372 + }, + "9": { + "Dice": 0.957835467266274, + "FN": 925, + "FP": 1344, + "IoU": 0.9190827716557898, + "TN": 848119, + "TP": 25772, + "n_pred": 27116, + "n_ref": 26697 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8033780857514076, + "FN": 37, + "FP": 871, + "IoU": 0.6713716974303293, + "TN": 1749557, + "TP": 1855, + "n_pred": 2726, + "n_ref": 1892 + }, + "10": { + "Dice": 0.8423704551961065, + "FN": 251, + "FP": 2502, + "IoU": 0.7276684142843011, + "TN": 1742211, + "TP": 7356, + "n_pred": 9858, + "n_ref": 7607 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 13, + "FP": 0, + "IoU": 0.0, + "TN": 1752307, + "TP": 0, + "n_pred": 0, + "n_ref": 13 + }, + "13": { + "Dice": 0.8543357067947231, + "FN": 1446, + "FP": 1193, + "IoU": 0.7457120832530353, + "TN": 1741942, + "TP": 7739, + "n_pred": 8932, + "n_ref": 9185 + }, + "14": { + "Dice": 0.9301369207963402, + "FN": 46, + "FP": 4337, + "IoU": 0.8693980929678188, + "TN": 1718760, + "TP": 29177, + "n_pred": 33514, + "n_ref": 29223 + }, + "15": { + "Dice": 0.9531171675065299, + "FN": 9641, + "FP": 1021, + "IoU": 0.9104334677419355, + "TN": 1633280, + "TP": 108378, + "n_pred": 109399, + "n_ref": 118019 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1079, + "IoU": 0.0, + "TN": 1751241, + "TP": 0, + "n_pred": 1079, + "n_ref": 0 + }, + "3": { + "Dice": 0.8786769512354556, + "FN": 1446, + "FP": 410, + "IoU": 0.7836073219074269, + "TN": 1743743, + "TP": 6721, + "n_pred": 7131, + "n_ref": 8167 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 187, + "IoU": 0.0, + "TN": 1752133, + "TP": 0, + "n_pred": 187, + "n_ref": 0 + }, + "5": { + "Dice": 0.28028846153846154, + "FN": 2341, + "FP": 653, + "IoU": 0.16298574224210233, + "TN": 1748743, + "TP": 583, + "n_pred": 1236, + "n_ref": 2924 + }, + "6": { + "Dice": 0.9310300106347107, + "FN": 469, + "FP": 4849, + "IoU": 0.870959914587984, + "TN": 1711108, + "TP": 35894, + "n_pred": 40743, + "n_ref": 36363 + }, + "7": { + "Dice": 0.9850782294085664, + "FN": 7548, + "FP": 4198, + "IoU": 0.9705952300486408, + "TN": 1352861, + "TP": 387713, + "n_pred": 391911, + "n_ref": 395261 + }, + "8": { + "Dice": 0.8451438450285917, + "FN": 6116, + "FP": 11351, + "IoU": 0.7318174141345903, + "TN": 1687189, + "TP": 47664, + "n_pred": 59015, + "n_ref": 53780 + }, + "9": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 1752305, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9627128489997459, + "FN": 66, + "FP": 961, + "IoU": 0.928106405320266, + "TN": 2088499, + "TP": 13258, + "n_pred": 14219, + "n_ref": 13324 + }, + "10": { + "Dice": 0.6462175385773429, + "FN": 4432, + "FP": 1208, + "IoU": 0.47734222963580764, + "TN": 2091993, + "TP": 5151, + "n_pred": 6359, + "n_ref": 9583 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6972373613982334, + "FN": 1207, + "FP": 404, + "IoU": 0.535199076745528, + "TN": 2099318, + "TP": 1855, + "n_pred": 2259, + "n_ref": 3062 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 2102705, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "14": { + "Dice": 0.43735469594689225, + "FN": 14623, + "FP": 45638, + "IoU": 0.2798809779880978, + "TN": 2019102, + "TP": 23421, + "n_pred": 69059, + "n_ref": 38044 + }, + "15": { + "Dice": 0.8559273559273559, + "FN": 186, + "FP": 7874, + "IoU": 0.7481407412036748, + "TN": 2070782, + "TP": 23942, + "n_pred": 31816, + "n_ref": 24128 + }, + "2": { + "Dice": 0.7278643055259227, + "FN": 93, + "FP": 5009, + "IoU": 0.5721593291404612, + "TN": 2090859, + "TP": 6823, + "n_pred": 11832, + "n_ref": 6916 + }, + "3": { + "Dice": 0.8041262010315503, + "FN": 1000, + "FP": 21710, + "IoU": 0.6724172749040764, + "TN": 2033458, + "TP": 46616, + "n_pred": 68326, + "n_ref": 47616 + }, + "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": 0.9658616621855483, + "FN": 2201, + "FP": 3500, + "IoU": 0.9339772319308851, + "TN": 2016435, + "TP": 80648, + "n_pred": 84148, + "n_ref": 82849 + }, + "7": { + "Dice": 0.8492556762210134, + "FN": 5024, + "FP": 96431, + "IoU": 0.738005531439078, + "TN": 1715543, + "TP": 285786, + "n_pred": 382217, + "n_ref": 290810 + }, + "8": { + "Dice": 0.8438842488605883, + "FN": 1279, + "FP": 5880, + "IoU": 0.729930586992606, + "TN": 2076276, + "TP": 19349, + "n_pred": 25229, + "n_ref": 20628 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9120283914360766, + "FN": 21122, + "FP": 1584, + "IoU": 0.8382832642479666, + "TN": 7044106, + "TP": 117700, + "n_pred": 119284, + "n_ref": 138822 + }, + "10": { + "Dice": 0.7072688964972347, + "FN": 2471, + "FP": 10867, + "IoU": 0.5471121523887135, + "TN": 7155061, + "TP": 16113, + "n_pred": 26980, + "n_ref": 18584 + }, + "11": { + "Dice": 0.0, + "FN": 2024, + "FP": 0, + "IoU": 0.0, + "TN": 7182488, + "TP": 0, + "n_pred": 0, + "n_ref": 2024 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 112, + "IoU": 0.0, + "TN": 7184400, + "TP": 0, + "n_pred": 112, + "n_ref": 0 + }, + "13": { + "Dice": 0.4813760711675143, + "FN": 2688, + "FP": 30659, + "IoU": 0.3169817504045225, + "TN": 7135689, + "TP": 15476, + "n_pred": 46135, + "n_ref": 18164 + }, + "14": { + "Dice": 0.001294035517869609, + "FN": 36699, + "FP": 21956, + "IoU": 0.0006474366619528734, + "TN": 7125819, + "TP": 38, + "n_pred": 21994, + "n_ref": 36737 + }, + "15": { + "Dice": 0.21015773369909263, + "FN": 45736, + "FP": 74042, + "IoU": 0.11741690184433326, + "TN": 7048799, + "TP": 15935, + "n_pred": 89977, + "n_ref": 61671 + }, + "2": { + "Dice": 0.9297282004253575, + "FN": 2199, + "FP": 12207, + "IoU": 0.8686841985324278, + "TN": 7074807, + "TP": 95299, + "n_pred": 107506, + "n_ref": 97498 + }, + "3": { + "Dice": 0.8566435446577405, + "FN": 2464, + "FP": 2868, + "IoU": 0.7492357616516955, + "TN": 7163249, + "TP": 15931, + "n_pred": 18799, + "n_ref": 18395 + }, + "4": { + "Dice": 0.8662242698338899, + "FN": 713, + "FP": 2452, + "IoU": 0.7640172979421413, + "TN": 7171100, + "TP": 10247, + "n_pred": 12699, + "n_ref": 10960 + }, + "5": { + "Dice": 0.8121827411167513, + "FN": 62, + "FP": 12, + "IoU": 0.6837606837606838, + "TN": 7184278, + "TP": 160, + "n_pred": 172, + "n_ref": 222 + }, + "6": { + "Dice": 0.2742851044732045, + "FN": 11048, + "FP": 981804, + "IoU": 0.15893998781848354, + "TN": 6004035, + "TP": 187625, + "n_pred": 1169429, + "n_ref": 198673 + }, + "7": { + "Dice": 0.9453186289163917, + "FN": 20406, + "FP": 9775, + "IoU": 0.8963073159670448, + "TN": 6893450, + "TP": 260881, + "n_pred": 270656, + "n_ref": 281287 + }, + "8": { + "Dice": 0.9325879644853666, + "FN": 302, + "FP": 1338, + "IoU": 0.8736906962415281, + "TN": 7171528, + "TP": 11344, + "n_pred": 12682, + "n_ref": 11646 + }, + "9": { + "Dice": 0.6233945481731396, + "FN": 2697, + "FP": 7126, + "IoU": 0.45284910599899736, + "TN": 7166559, + "TP": 8130, + "n_pred": 15256, + "n_ref": 10827 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9542692076830732, + "FN": 117, + "FP": 2321, + "IoU": 0.9125381165919283, + "TN": 9609885, + "TP": 25437, + "n_pred": 27758, + "n_ref": 25554 + }, + "10": { + "Dice": 0.5531168859989791, + "FN": 2266, + "FP": 17871, + "IoU": 0.382281665081751, + "TN": 9605161, + "TP": 12462, + "n_pred": 30333, + "n_ref": 14728 + }, + "11": { + "Dice": 0.002920317062995411, + "FN": 4741, + "FP": 39, + "IoU": 0.0014622937121370379, + "TN": 9632973, + "TP": 7, + "n_pred": 46, + "n_ref": 4748 + }, + "12": { + "Dice": 0.015073009891662742, + "FN": 40, + "FP": 2051, + "IoU": 0.007593735168485999, + "TN": 9635653, + "TP": 16, + "n_pred": 2067, + "n_ref": 56 + }, + "13": { + "Dice": 0.5269025021570319, + "FN": 8676, + "FP": 18740, + "IoU": 0.3576833868284797, + "TN": 9595077, + "TP": 15267, + "n_pred": 34007, + "n_ref": 23943 + }, + "14": { + "Dice": 0.001355282295385429, + "FN": 347, + "FP": 60075, + "IoU": 0.0006781006565999041, + "TN": 9577297, + "TP": 41, + "n_pred": 60116, + "n_ref": 388 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 250, + "IoU": 0.0, + "TN": 9637510, + "TP": 0, + "n_pred": 250, + "n_ref": 0 + }, + "2": { + "Dice": 0.9262388211946614, + "FN": 10616, + "FP": 3991, + "IoU": 0.862611574600965, + "TN": 9531441, + "TP": 91712, + "n_pred": 95703, + "n_ref": 102328 + }, + "3": { + "Dice": 0.13502294079091107, + "FN": 33, + "FP": 7885, + "IoU": 0.07239925023430178, + "TN": 9629224, + "TP": 618, + "n_pred": 8503, + "n_ref": 651 + }, + "4": { + "Dice": 0.33167576968017176, + "FN": 47935, + "FP": 1255, + "IoU": 0.19880773991790995, + "TN": 9576364, + "TP": 12206, + "n_pred": 13461, + "n_ref": 60141 + }, + "5": { + "Dice": 0.17843866171003717, + "FN": 3, + "FP": 660, + "IoU": 0.09795918367346938, + "TN": 9637025, + "TP": 72, + "n_pred": 732, + "n_ref": 75 + }, + "6": { + "Dice": 0.9132743402067512, + "FN": 44210, + "FP": 112277, + "IoU": 0.840390886123461, + "TN": 8657321, + "TP": 823952, + "n_pred": 936229, + "n_ref": 868162 + }, + "7": { + "Dice": 0.7844926207559287, + "FN": 77155, + "FP": 59420, + "IoU": 0.6454034209515106, + "TN": 9252604, + "TP": 248581, + "n_pred": 308001, + "n_ref": 325736 + }, + "8": { + "Dice": 0.5454545454545454, + "FN": 5, + "FP": 0, + "IoU": 0.375, + "TN": 9637752, + "TP": 3, + "n_pred": 3, + "n_ref": 8 + }, + "9": { + "Dice": 0.8443963473206795, + "FN": 7813, + "FP": 4984, + "IoU": 0.730697194806288, + "TN": 9590241, + "TP": 34722, + "n_pred": 39706, + "n_ref": 42535 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9824435193792184, + "FN": 1791, + "FP": 2553, + "IoU": 0.9654928626466593, + "TN": 4605377, + "TP": 121543, + "n_pred": 124096, + "n_ref": 123334 + }, + "10": { + "Dice": 0.8359984550019313, + "FN": 8980, + "FP": 10127, + "IoU": 0.7182107778072737, + "TN": 4663458, + "TP": 48699, + "n_pred": 58826, + "n_ref": 57679 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4980980980980981, + "FN": 2483, + "FP": 24, + "IoU": 0.33164489469474806, + "TN": 4727513, + "TP": 1244, + "n_pred": 1268, + "n_ref": 3727 + }, + "13": { + "Dice": 0.8167584728515996, + "FN": 4700, + "FP": 2053, + "IoU": 0.6902719809200569, + "TN": 4709461, + "TP": 15050, + "n_pred": 17103, + "n_ref": 19750 + }, + "14": { + "Dice": 0.7454783908256322, + "FN": 38904, + "FP": 2821, + "IoU": 0.5942332004278907, + "TN": 4628434, + "TP": 61105, + "n_pred": 63926, + "n_ref": 100009 + }, + "15": { + "Dice": 0.8811790855596309, + "FN": 13986, + "FP": 5419, + "IoU": 0.7875961864731444, + "TN": 4639905, + "TP": 71954, + "n_pred": 77373, + "n_ref": 85940 + }, + "2": { + "Dice": 0.8726809233819572, + "FN": 836, + "FP": 962, + "IoU": 0.7741206030150753, + "TN": 4723304, + "TP": 6162, + "n_pred": 7124, + "n_ref": 6998 + }, + "3": { + "Dice": 0.929792597399356, + "FN": 2283, + "FP": 530, + "IoU": 0.8687966417910448, + "TN": 4709824, + "TP": 18627, + "n_pred": 19157, + "n_ref": 20910 + }, + "4": { + "Dice": 0.7565663976522378, + "FN": 1066, + "FP": 593, + "IoU": 0.60844937455747, + "TN": 4727027, + "TP": 2578, + "n_pred": 3171, + "n_ref": 3644 + }, + "5": { + "Dice": 0.7661061367110723, + "FN": 483, + "FP": 588, + "IoU": 0.6208849557522124, + "TN": 4728439, + "TP": 1754, + "n_pred": 2342, + "n_ref": 2237 + }, + "6": { + "Dice": 0.9668804328421746, + "FN": 4095, + "FP": 7964, + "IoU": 0.93588434831616, + "TN": 4543182, + "TP": 176023, + "n_pred": 183987, + "n_ref": 180118 + }, + "7": { + "Dice": 0.928832388289167, + "FN": 18769, + "FP": 11366, + "IoU": 0.8671214272485956, + "TN": 4504478, + "TP": 196651, + "n_pred": 208017, + "n_ref": 215420 + }, + "8": { + "Dice": 0.9103883495145632, + "FN": 131, + "FP": 1715, + "IoU": 0.8355163503519558, + "TN": 4720041, + "TP": 9377, + "n_pred": 11092, + "n_ref": 9508 + }, + "9": { + "Dice": 0.6002734731084777, + "FN": 12, + "FP": 1742, + "IoU": 0.42885053728427225, + "TN": 4728193, + "TP": 1317, + "n_pred": 3059, + "n_ref": 1329 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8191664303941026, + "FN": 4450, + "FP": 8306, + "IoU": 0.6937187860161352, + "TN": 1360208, + "TP": 28892, + "n_pred": 37198, + "n_ref": 33342 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 8, + "FP": 24, + "IoU": 0.0, + "TN": 1401824, + "TP": 0, + "n_pred": 24, + "n_ref": 8 + }, + "13": { + "Dice": 0.8918023737234336, + "FN": 788, + "FP": 780, + "IoU": 0.8047322540473225, + "TN": 1393826, + "TP": 6462, + "n_pred": 7242, + "n_ref": 7250 + }, + "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": 0.958900962576673, + "FN": 2228, + "FP": 3139, + "IoU": 0.9210468246612825, + "TN": 1333879, + "TP": 62610, + "n_pred": 65749, + "n_ref": 64838 + }, + "7": { + "Dice": 0.9802606804499616, + "FN": 8762, + "FP": 3137, + "IoU": 0.961285557648697, + "TN": 1094503, + "TP": 295454, + "n_pred": 298591, + "n_ref": 304216 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 2102747, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "10": { + "Dice": 0.899601507808293, + "FN": 2987, + "FP": 6335, + "IoU": 0.8175233919273382, + "TN": 2051698, + "TP": 41764, + "n_pred": 48099, + "n_ref": 44751 + }, + "11": { + "Dice": 0.0, + "FN": 1663, + "FP": 0, + "IoU": 0.0, + "TN": 2101121, + "TP": 0, + "n_pred": 0, + "n_ref": 1663 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 180, + "IoU": 0.0, + "TN": 2102604, + "TP": 0, + "n_pred": 180, + "n_ref": 0 + }, + "13": { + "Dice": 0.7422699790106826, + "FN": 6980, + "FP": 1247, + "IoU": 0.5901663843778021, + "TN": 2082710, + "TP": 11847, + "n_pred": 13094, + "n_ref": 18827 + }, + "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": 0.9670138686839298, + "FN": 5839, + "FP": 2664, + "IoU": 0.9361344159111905, + "TN": 1969645, + "TP": 124636, + "n_pred": 127300, + "n_ref": 130475 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2245, + "IoU": 0.0, + "TN": 2100539, + "TP": 0, + "n_pred": 2245, + "n_ref": 0 + }, + "4": { + "Dice": 0.9559225002679579, + "FN": 3229, + "FP": 3762, + "IoU": 0.9155666131233469, + "TN": 2019985, + "TP": 75808, + "n_pred": 79570, + "n_ref": 79037 + }, + "5": { + "Dice": 0.6923076923076923, + "FN": 3, + "FP": 13, + "IoU": 0.5294117647058824, + "TN": 2102750, + "TP": 18, + "n_pred": 31, + "n_ref": 21 + }, + "6": { + "Dice": 0.9638900097125571, + "FN": 21785, + "FP": 21082, + "IoU": 0.9302969942845064, + "TN": 1487789, + "TP": 572128, + "n_pred": 593210, + "n_ref": 593913 + }, + "7": { + "Dice": 0.7890879929207455, + "FN": 2457, + "FP": 12797, + "IoU": 0.6516476740733974, + "TN": 2058995, + "TP": 28535, + "n_pred": 41332, + "n_ref": 30992 + }, + "8": { + "Dice": 0.922920892494929, + "FN": 53, + "FP": 23, + "IoU": 0.8568738229755178, + "TN": 2102253, + "TP": 455, + "n_pred": 478, + "n_ref": 508 + }, + "9": { + "Dice": 0.7584301651236846, + "FN": 9746, + "FP": 1709, + "IoU": 0.6108638787919964, + "TN": 2073347, + "TP": 17982, + "n_pred": 19691, + "n_ref": 27728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0403.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9710902588623906, + "FN": 3089, + "FP": 1252, + "IoU": 0.9438050978006188, + "TN": 2375999, + "TP": 72908, + "n_pred": 74160, + "n_ref": 75997 + }, + "10": { + "Dice": 0.7268151766037286, + "FN": 15320, + "FP": 3026, + "IoU": 0.5708638394423522, + "TN": 2410497, + "TP": 24405, + "n_pred": 27431, + "n_ref": 39725 + }, + "11": { + "Dice": 0.11982197877439234, + "FN": 2335, + "FP": 236, + "IoU": 0.06372906045156591, + "TN": 2450502, + "TP": 175, + "n_pred": 411, + "n_ref": 2510 + }, + "12": { + "Dice": 0.1664841182913472, + "FN": 1364, + "FP": 919, + "IoU": 0.0908004778972521, + "TN": 2450737, + "TP": 228, + "n_pred": 1147, + "n_ref": 1592 + }, + "13": { + "Dice": 0.7852240468575946, + "FN": 10670, + "FP": 7261, + "IoU": 0.6463941312193102, + "TN": 2402539, + "TP": 32778, + "n_pred": 40039, + "n_ref": 43448 + }, + "14": { + "Dice": 0.35085945399393326, + "FN": 11090, + "FP": 3034, + "IoU": 0.21275291232372778, + "TN": 2435307, + "TP": 3817, + "n_pred": 6851, + "n_ref": 14907 + }, + "15": { + "Dice": 0.8272330844404657, + "FN": 3620, + "FP": 21855, + "IoU": 0.7053687083641746, + "TN": 2366784, + "TP": 60989, + "n_pred": 82844, + "n_ref": 64609 + }, + "2": { + "Dice": 0.9460755992086419, + "FN": 4110, + "FP": 2050, + "IoU": 0.8976693190690566, + "TN": 2393051, + "TP": 54037, + "n_pred": 56087, + "n_ref": 58147 + }, + "3": { + "Dice": 0.9319394839279265, + "FN": 1103, + "FP": 2289, + "IoU": 0.8725530715761789, + "TN": 2426633, + "TP": 23223, + "n_pred": 25512, + "n_ref": 24326 + }, + "4": { + "Dice": 0.8237300985595147, + "FN": 4914, + "FP": 666, + "IoU": 0.7002900418949404, + "TN": 2434630, + "TP": 13038, + "n_pred": 13704, + "n_ref": 17952 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9531540988047269, + "FN": 1864, + "FP": 3670, + "IoU": 0.9105008652337748, + "TN": 2391415, + "TP": 56299, + "n_pred": 59969, + "n_ref": 58163 + }, + "7": { + "Dice": 0.6156615240766713, + "FN": 48000, + "FP": 1326, + "IoU": 0.4447333761102293, + "TN": 2364415, + "TP": 39507, + "n_pred": 40833, + "n_ref": 87507 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9231917690397754, + "FN": 2634, + "FP": 2099, + "IoU": 0.8573409289568075, + "TN": 2420071, + "TP": 28444, + "n_pred": 30543, + "n_ref": 31078 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0404.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0026719167486991984, + "FN": 26, + "FP": 28342, + "IoU": 0.0013377455467154826, + "TN": 3125770, + "TP": 38, + "n_pred": 28380, + "n_ref": 64 + }, + "10": { + "Dice": 0.3933799807265262, + "FN": 72363, + "FP": 28, + "IoU": 0.2448494205272107, + "TN": 3058313, + "TP": 23472, + "n_pred": 23500, + "n_ref": 95835 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 146, + "FP": 0, + "IoU": 0.0, + "TN": 3154030, + "TP": 0, + "n_pred": 0, + "n_ref": 146 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 3154128, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "14": { + "Dice": 0.31913316334029923, + "FN": 425252, + "FP": 908, + "IoU": 0.18986225224985456, + "TN": 2628142, + "TP": 99874, + "n_pred": 100782, + "n_ref": 525126 + }, + "15": { + "Dice": 0.26461177272469094, + "FN": 19886, + "FP": 18955, + "IoU": 0.15247987082415065, + "TN": 3108347, + "TP": 6988, + "n_pred": 25943, + "n_ref": 26874 + }, + "2": { + "Dice": 0.923264962279336, + "FN": 17777, + "FP": 2627, + "IoU": 0.8574671854589145, + "TN": 3011023, + "TP": 122749, + "n_pred": 125376, + "n_ref": 140526 + }, + "3": { + "Dice": 0.9311395851211789, + "FN": 13345, + "FP": 5271, + "IoU": 0.8711517165005537, + "TN": 3009696, + "TP": 125864, + "n_pred": 131135, + "n_ref": 139209 + }, + "4": { + "Dice": 0.9431415636970593, + "FN": 7640, + "FP": 1830, + "IoU": 0.8924010362223334, + "TN": 3066164, + "TP": 78542, + "n_pred": 80372, + "n_ref": 86182 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8820173966910152, + "FN": 7993, + "FP": 19433, + "IoU": 0.7889366024841853, + "TN": 3024234, + "TP": 102516, + "n_pred": 121949, + "n_ref": 110509 + }, + "7": { + "Dice": 0.7422737681544074, + "FN": 16099, + "FP": 67411, + "IoU": 0.590171175061835, + "TN": 2950408, + "TP": 120258, + "n_pred": 187669, + "n_ref": 136357 + }, + "8": { + "Dice": 0.7214111922141119, + "FN": 243, + "FP": 215, + "IoU": 0.5642245480494766, + "TN": 3153125, + "TP": 593, + "n_pred": 808, + "n_ref": 836 + }, + "9": { + "Dice": 0.8568189547670332, + "FN": 317, + "FP": 946, + "IoU": 0.7495041650138834, + "TN": 3149134, + "TP": 3779, + "n_pred": 4725, + "n_ref": 4096 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.6024887795269033, + "FN": 5989.877777777778, + "FP": 3673.8422222222225, + "IoU": 0.5337736809138184, + "TN": 2626500.886666667, + "TP": 33202.86, + "n_pred": 36876.70222222222, + "n_ref": 39192.73777777778 + }, + "mean": { + "1": { + "Dice": 0.9366663724356042, + "FN": 4168.133333333333, + "FP": 1243.0333333333333, + "IoU": 0.8896635371972653, + "TN": 2623863.6666666665, + "TP": 40092.63333333333, + "n_pred": 41335.666666666664, + "n_ref": 44260.76666666667 + }, + "10": { + "Dice": 0.7962186308728544, + "FN": 7103.0, + "FP": 4865.4, + "IoU": 0.6838229057451644, + "TN": 2633874.1333333333, + "TP": 23524.933333333334, + "n_pred": 28390.333333333332, + "n_ref": 30627.933333333334 + }, + "11": { + "Dice": 0.0, + "FN": 353.1666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 2669014.3, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 353.1666666666667 + }, + "12": { + "Dice": 0.0, + "FN": 579.2, + "FP": 0.0, + "IoU": 0.0, + "TN": 2668788.2666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 579.2 + }, + "13": { + "Dice": 0.5355213080419025, + "FN": 8040.133333333333, + "FP": 4882.533333333334, + "IoU": 0.4120910390772107, + "TN": 2648123.2333333334, + "TP": 8321.566666666668, + "n_pred": 13204.1, + "n_ref": 16361.7 + }, + "14": { + "Dice": 0.6791190038906021, + "FN": 4654.1, + "FP": 2473.4, + "IoU": 0.5997048090908774, + "TN": 2635112.8666666667, + "TP": 27127.1, + "n_pred": 29600.5, + "n_ref": 31781.2 + }, + "15": { + "Dice": 0.6469718929293574, + "FN": 6718.2, + "FP": 1910.8, + "IoU": 0.5640082765882538, + "TN": 2633377.7, + "TP": 27360.766666666666, + "n_pred": 29271.566666666666, + "n_ref": 34078.96666666667 + }, + "2": { + "Dice": 0.5809637938318477, + "FN": 17092.633333333335, + "FP": 3797.133333333333, + "IoU": 0.516801001528906, + "TN": 2627480.1, + "TP": 20997.6, + "n_pred": 24794.733333333334, + "n_ref": 38090.23333333333 + }, + "3": { + "Dice": 0.7742278394095511, + "FN": 3023.0333333333333, + "FP": 14751.1, + "IoU": 0.7063415104753076, + "TN": 2609245.1333333333, + "TP": 42348.2, + "n_pred": 57099.3, + "n_ref": 45371.23333333333 + }, + "4": { + "Dice": 0.45043539152941325, + "FN": 3743.866666666667, + "FP": 2273.733333333333, + "IoU": 0.390785024106733, + "TN": 2655267.8333333335, + "TP": 8082.033333333334, + "n_pred": 10355.766666666666, + "n_ref": 11825.9 + }, + "5": { + "Dice": 0.25145796718374736, + "FN": 1726.0, + "FP": 230.83333333333334, + "IoU": 0.16045393133423777, + "TN": 2666917.1333333333, + "TP": 493.5, + "n_pred": 724.3333333333334, + "n_ref": 2219.5 + }, + "6": { + "Dice": 0.94301651222829, + "FN": 14386.166666666666, + "FP": 6120.1, + "IoU": 0.8948905415631374, + "TN": 2488085.3, + "TP": 160775.9, + "n_pred": 166896.0, + "n_ref": 175162.06666666668 + }, + "7": { + "Dice": 0.8077619057328053, + "FN": 15665.166666666666, + "FP": 9011.0, + "IoU": 0.7279661165574218, + "TN": 2527533.6333333333, + "TP": 117157.66666666667, + "n_pred": 126168.66666666667, + "n_ref": 132822.83333333334 + }, + "8": { + "Dice": 0.8363374309009172, + "FN": 1176.8333333333333, + "FP": 1170.0666666666666, + "IoU": 0.7634405717595668, + "TN": 2655365.3, + "TP": 11655.266666666666, + "n_pred": 12825.333333333334, + "n_ref": 12832.1 + }, + "9": { + "Dice": 0.7986336439166574, + "FN": 1418.5333333333333, + "FP": 2378.5, + "IoU": 0.696635948683194, + "TN": 2655464.7, + "TP": 10105.733333333334, + "n_pred": 12484.233333333334, + "n_ref": 11524.266666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7801682743990712, + "FN": 6685, + "FP": 8652, + "IoU": 0.6395704079714232, + "TN": 2235464, + "TP": 27215, + "n_pred": 35867, + "n_ref": 33900 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 2278008, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "13": { + "Dice": 0.46055138204953094, + "FN": 16295, + "FP": 13721, + "IoU": 0.2991664526372318, + "TN": 2235187, + "TP": 12813, + "n_pred": 26534, + "n_ref": 29108 + }, + "14": { + "Dice": 0.9334755293570154, + "FN": 11359, + "FP": 5795, + "IoU": 0.8752499872733752, + "TN": 2140509, + "TP": 120353, + "n_pred": 126148, + "n_ref": 131712 + }, + "15": { + "Dice": 0.8371633170600918, + "FN": 7288, + "FP": 21864, + "IoU": 0.7199319812852463, + "TN": 2173927, + "TP": 74937, + "n_pred": 96801, + "n_ref": 82225 + }, + "2": { + "Dice": 0.9517219933141569, + "FN": 1627, + "FP": 4583, + "IoU": 0.9078908335805399, + "TN": 2210596, + "TP": 61210, + "n_pred": 65793, + "n_ref": 62837 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 2277992, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "4": { + "Dice": 0.825284572535723, + "FN": 1318, + "FP": 2289, + "IoU": 0.702539996701303, + "TN": 2265890, + "TP": 8519, + "n_pred": 10808, + "n_ref": 9837 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9523993963110867, + "FN": 5182, + "FP": 1946, + "IoU": 0.9091245203156674, + "TN": 2199579, + "TP": 71309, + "n_pred": 73255, + "n_ref": 76491 + }, + "7": { + "Dice": 0.28873677660236463, + "FN": 3389, + "FP": 40, + "IoU": 0.16872727272727273, + "TN": 2273891, + "TP": 696, + "n_pred": 736, + "n_ref": 4085 + }, + "8": { + "Dice": 0.8845851871237895, + "FN": 215, + "FP": 226, + "IoU": 0.7930549038010324, + "TN": 2275885, + "TP": 1690, + "n_pred": 1916, + "n_ref": 1905 + }, + "9": { + "Dice": 0.9395614871306006, + "FN": 1825, + "FP": 1979, + "IoU": 0.8860122258180511, + "TN": 2244644, + "TP": 29568, + "n_pred": 31547, + "n_ref": 31393 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8880623450230252, + "FN": 888, + "FP": 376, + "IoU": 0.7986619942656897, + "TN": 2622202, + "TP": 5014, + "n_pred": 5390, + "n_ref": 5902 + }, + "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": 0.0, + "FN": 0, + "FP": 298, + "IoU": 0.0, + "TN": 2628182, + "TP": 0, + "n_pred": 298, + "n_ref": 0 + }, + "14": { + "Dice": 0.8768982972848597, + "FN": 1389, + "FP": 2891, + "IoU": 0.7807826265109609, + "TN": 2608956, + "TP": 15244, + "n_pred": 18135, + "n_ref": 16633 + }, + "15": { + "Dice": 0.9324111793534983, + "FN": 11168, + "FP": 2885, + "IoU": 0.8733804263600814, + "TN": 2517494, + "TP": 96933, + "n_pred": 99818, + "n_ref": 108101 + }, + "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": 0.09546044098573281, + "FN": 3, + "FP": 3484, + "IoU": 0.05012258240261509, + "TN": 2624809, + "TP": 184, + "n_pred": 3668, + "n_ref": 187 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9788005358972338, + "FN": 13740, + "FP": 7242, + "IoU": 0.9584812471060349, + "TN": 2123118, + "TP": 484380, + "n_pred": 491622, + "n_ref": 498120 + }, + "7": { + "Dice": 0.8913334018710805, + "FN": 2024, + "FP": 5375, + "IoU": 0.8039688427299704, + "TN": 2590736, + "TP": 30345, + "n_pred": 35720, + "n_ref": 32369 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9612160128702092, + "FN": 3043, + "FP": 2550, + "IoU": 0.9253280997583477, + "TN": 5707755, + "TP": 69308, + "n_pred": 71858, + "n_ref": 72351 + }, + "10": { + "Dice": 0.6236429825131639, + "FN": 27921, + "FP": 18395, + "IoU": 0.4531113472665014, + "TN": 5697966, + "TP": 38374, + "n_pred": 56769, + "n_ref": 66295 + }, + "11": { + "Dice": 0.0, + "FN": 220, + "FP": 0, + "IoU": 0.0, + "TN": 5782436, + "TP": 0, + "n_pred": 0, + "n_ref": 220 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5782656, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3507922759464004, + "FN": 8204, + "FP": 17280, + "IoU": 0.21270351262009948, + "TN": 5750287, + "TP": 6885, + "n_pred": 24165, + "n_ref": 15089 + }, + "14": { + "Dice": 0.6310966787769668, + "FN": 21119, + "FP": 1829, + "IoU": 0.46102355731967964, + "TN": 5740079, + "TP": 19629, + "n_pred": 21458, + "n_ref": 40748 + }, + "15": { + "Dice": 0.7064175367893998, + "FN": 3997, + "FP": 5619, + "IoU": 0.5460939343875384, + "TN": 5761471, + "TP": 11569, + "n_pred": 17188, + "n_ref": 15566 + }, + "2": { + "Dice": 0.8662596189995765, + "FN": 17601, + "FP": 10502, + "IoU": 0.7640722986643385, + "TN": 5663539, + "TP": 91014, + "n_pred": 101516, + "n_ref": 108615 + }, + "3": { + "Dice": 0.9067333410861728, + "FN": 24367, + "FP": 2901, + "IoU": 0.8293798532071056, + "TN": 5622839, + "TP": 132549, + "n_pred": 135450, + "n_ref": 156916 + }, + "4": { + "Dice": 0.8586961138245912, + "FN": 1345, + "FP": 1982, + "IoU": 0.7523816612086931, + "TN": 5769220, + "TP": 10109, + "n_pred": 12091, + "n_ref": 11454 + }, + "5": { + "Dice": 0.018276762402088774, + "FN": 0, + "FP": 752, + "IoU": 0.00922266139657444, + "TN": 5781897, + "TP": 7, + "n_pred": 759, + "n_ref": 7 + }, + "6": { + "Dice": 0.969962258418615, + "FN": 18669, + "FP": 14551, + "IoU": 0.941676425302108, + "TN": 5213075, + "TP": 536361, + "n_pred": 550912, + "n_ref": 555030 + }, + "7": { + "Dice": 0.7519775580095549, + "FN": 61578, + "FP": 8092, + "IoU": 0.6025352851910591, + "TN": 5607370, + "TP": 105616, + "n_pred": 113708, + "n_ref": 167194 + }, + "8": { + "Dice": 0.8544085346721054, + "FN": 81, + "FP": 1775, + "IoU": 0.7458230621747467, + "TN": 5775354, + "TP": 5446, + "n_pred": 7221, + "n_ref": 5527 + }, + "9": { + "Dice": 0.8578700163844893, + "FN": 7016, + "FP": 5996, + "IoU": 0.7511141714963371, + "TN": 5730375, + "TP": 39269, + "n_pred": 45265, + "n_ref": 46285 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.866605174155576, + "FN": 658, + "FP": 2379, + "IoU": 0.7646101379631065, + "TN": 2089882, + "TP": 9865, + "n_pred": 12244, + "n_ref": 10523 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 114, + "FP": 0, + "IoU": 0.0, + "TN": 2102670, + "TP": 0, + "n_pred": 0, + "n_ref": 114 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 491, + "IoU": 0.0, + "TN": 2102293, + "TP": 0, + "n_pred": 491, + "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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.35537190082644626, + "FN": 811, + "FP": 125, + "IoU": 0.21608040201005024, + "TN": 2101590, + "TP": 258, + "n_pred": 383, + "n_ref": 1069 + }, + "6": { + "Dice": 0.9359795695001825, + "FN": 3022, + "FP": 5752, + "IoU": 0.8796631555848146, + "TN": 2029872, + "TP": 64138, + "n_pred": 69890, + "n_ref": 67160 + }, + "7": { + "Dice": 0.8971999474168529, + "FN": 4670, + "FP": 3150, + "IoU": 0.8135653832399571, + "TN": 2060839, + "TP": 34125, + "n_pred": 37275, + "n_ref": 38795 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8658282539927474, + "FN": 733, + "FP": 1006, + "IoU": 0.7634013605442177, + "TN": 2095434, + "TP": 5611, + "n_pred": 6617, + "n_ref": 6344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9502262443438914, + "FN": 810, + "FP": 1170, + "IoU": 0.9051724137931034, + "TN": 2782832, + "TP": 18900, + "n_pred": 20070, + "n_ref": 19710 + }, + "10": { + "Dice": 0.8040880088837026, + "FN": 2932, + "FP": 7477, + "IoU": 0.6723638652817123, + "TN": 2771942, + "TP": 21361, + "n_pred": 28838, + "n_ref": 24293 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1089, + "FP": 0, + "IoU": 0.0, + "TN": 2802623, + "TP": 0, + "n_pred": 0, + "n_ref": 1089 + }, + "13": { + "Dice": 0.708014449274475, + "FN": 1195, + "FP": 3574, + "IoU": 0.5480049284428016, + "TN": 2793161, + "TP": 5782, + "n_pred": 9356, + "n_ref": 6977 + }, + "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": 0.7578008778008778, + "FN": 3859, + "FP": 48565, + "IoU": 0.6100478290946689, + "TN": 2669275, + "TP": 82013, + "n_pred": 130578, + "n_ref": 85872 + }, + "3": { + "Dice": 0.9590248101368777, + "FN": 9230, + "FP": 2861, + "IoU": 0.9212753766619354, + "TN": 2650126, + "TP": 141495, + "n_pred": 144356, + "n_ref": 150725 + }, + "4": { + "Dice": 0.07874648453194054, + "FN": 1955, + "FP": 338, + "IoU": 0.040987034713508994, + "TN": 2801321, + "TP": 98, + "n_pred": 436, + "n_ref": 2053 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9758903514892165, + "FN": 2732, + "FP": 3488, + "IoU": 0.9529158844546721, + "TN": 2671608, + "TP": 125884, + "n_pred": 129372, + "n_ref": 128616 + }, + "7": { + "Dice": 0.7855558880198211, + "FN": 74557, + "FP": 2128, + "IoU": 0.6468440007000028, + "TN": 2586570, + "TP": 140457, + "n_pred": 142585, + "n_ref": 215014 + }, + "8": { + "Dice": 0.7933884297520661, + "FN": 1, + "FP": 49, + "IoU": 0.6575342465753424, + "TN": 2803566, + "TP": 96, + "n_pred": 145, + "n_ref": 97 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9650149873932757, + "FN": 1943, + "FP": 1290, + "IoU": 0.9323951319476391, + "TN": 1879730, + "TP": 44589, + "n_pred": 45879, + "n_ref": 46532 + }, + "10": { + "Dice": 0.8429969329633417, + "FN": 941, + "FP": 134, + "IoU": 0.7286038879070942, + "TN": 1923591, + "TP": 2886, + "n_pred": 3020, + "n_ref": 3827 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 464, + "FP": 0, + "IoU": 0.0, + "TN": 1927088, + "TP": 0, + "n_pred": 0, + "n_ref": 464 + }, + "13": { + "Dice": 0.6292134831460674, + "FN": 25, + "FP": 8, + "IoU": 0.45901639344262296, + "TN": 1927491, + "TP": 28, + "n_pred": 36, + "n_ref": 53 + }, + "14": { + "Dice": 0.9783359612775476, + "FN": 2059, + "FP": 3849, + "IoU": 0.9575906797120072, + "TN": 1788243, + "TP": 133401, + "n_pred": 137250, + "n_ref": 135460 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 609, + "IoU": 0.0, + "TN": 1926943, + "TP": 0, + "n_pred": 609, + "n_ref": 0 + }, + "2": { + "Dice": 0.8931018126873445, + "FN": 20535, + "FP": 1326, + "IoU": 0.8068509126892969, + "TN": 1814370, + "TP": 91321, + "n_pred": 92647, + "n_ref": 111856 + }, + "3": { + "Dice": 0.8928373603285265, + "FN": 3319, + "FP": 19123, + "IoU": 0.8064193356393027, + "TN": 1811621, + "TP": 93489, + "n_pred": 112612, + "n_ref": 96808 + }, + "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": 0.9635951895586801, + "FN": 4191, + "FP": 4506, + "IoU": 0.9297478937292503, + "TN": 1803755, + "TP": 115100, + "n_pred": 119606, + "n_ref": 119291 + }, + "7": { + "Dice": 0.9831455740395483, + "FN": 6469, + "FP": 5238, + "IoU": 0.9668498744163262, + "TN": 1574401, + "TP": 341444, + "n_pred": 346682, + "n_ref": 347913 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2875, + "IoU": 0.0, + "TN": 1924677, + "TP": 0, + "n_pred": 2875, + "n_ref": 0 + }, + "9": { + "Dice": 0.02120141342756184, + "FN": 277, + "FP": 0, + "IoU": 0.010714285714285714, + "TN": 1927272, + "TP": 3, + "n_pred": 3, + "n_ref": 280 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9251848137304065, + "FN": 2256, + "FP": 2369, + "IoU": 0.8607850219733911, + "TN": 3646650, + "TP": 28597, + "n_pred": 30966, + "n_ref": 30853 + }, + "10": { + "Dice": 0.8587440250535685, + "FN": 7533, + "FP": 8750, + "IoU": 0.7524552281917967, + "TN": 3614094, + "TP": 49495, + "n_pred": 58245, + "n_ref": 57028 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 780, + "FP": 0, + "IoU": 0.0, + "TN": 3679092, + "TP": 0, + "n_pred": 0, + "n_ref": 780 + }, + "13": { + "Dice": 0.6996925888999668, + "FN": 7074, + "FP": 7384, + "IoU": 0.5380978243506597, + "TN": 3648571, + "TP": 16843, + "n_pred": 24227, + "n_ref": 23917 + }, + "14": { + "Dice": 0.1814473045167557, + "FN": 13453, + "FP": 11828, + "IoU": 0.0997756649930563, + "TN": 3651789, + "TP": 2802, + "n_pred": 14630, + "n_ref": 16255 + }, + "15": { + "Dice": 0.8939986513823331, + "FN": 19683, + "FP": 753, + "IoU": 0.8083160590171931, + "TN": 3573259, + "TP": 86177, + "n_pred": 86930, + "n_ref": 105860 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4848, + "IoU": 0.0, + "TN": 3675024, + "TP": 0, + "n_pred": 4848, + "n_ref": 0 + }, + "3": { + "Dice": 0.9379721075686676, + "FN": 7583, + "FP": 3207, + "IoU": 0.8831897111678864, + "TN": 3587500, + "TP": 81582, + "n_pred": 84789, + "n_ref": 89165 + }, + "4": { + "Dice": 0.8719634703196347, + "FN": 3299, + "FP": 1608, + "IoU": 0.7729922279792746, + "TN": 3658256, + "TP": 16709, + "n_pred": 18317, + "n_ref": 20008 + }, + "5": { + "Dice": 0.38461538461538464, + "FN": 4879, + "FP": 49, + "IoU": 0.23809523809523808, + "TN": 3673404, + "TP": 1540, + "n_pred": 1589, + "n_ref": 6419 + }, + "6": { + "Dice": 0.944361036639857, + "FN": 12013, + "FP": 6665, + "IoU": 0.8945871357702792, + "TN": 3502683, + "TP": 158511, + "n_pred": 165176, + "n_ref": 170524 + }, + "7": { + "Dice": 0.863089308942613, + "FN": 5269, + "FP": 6414, + "IoU": 0.7591531293807207, + "TN": 3631364, + "TP": 36825, + "n_pred": 43239, + "n_ref": 42094 + }, + "8": { + "Dice": 0.969411388866704, + "FN": 740, + "FP": 409, + "IoU": 0.9406385616862988, + "TN": 3660516, + "TP": 18207, + "n_pred": 18616, + "n_ref": 18947 + }, + "9": { + "Dice": 0.7550682136937397, + "FN": 1148, + "FP": 2694, + "IoU": 0.6065137238836542, + "TN": 3670108, + "TP": 5922, + "n_pred": 8616, + "n_ref": 7070 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.898004255433758, + "FN": 3204, + "FP": 583, + "IoU": 0.8148890409619709, + "TN": 4710806, + "TP": 16671, + "n_pred": 17254, + "n_ref": 19875 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 5179, + "FP": 0, + "IoU": 0.0, + "TN": 4726085, + "TP": 0, + "n_pred": 0, + "n_ref": 5179 + }, + "13": { + "Dice": 0.515748906840584, + "FN": 12713, + "FP": 355, + "IoU": 0.34748090078394167, + "TN": 4711237, + "TP": 6959, + "n_pred": 7314, + "n_ref": 19672 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 91, + "IoU": 0.0, + "TN": 4731173, + "TP": 0, + "n_pred": 91, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9772315131976627, + "FN": 70, + "FP": 156, + "IoU": 0.9554767533490938, + "TN": 4726188, + "TP": 4850, + "n_pred": 5006, + "n_ref": 4920 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 4731245, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1174, + "IoU": 0.0, + "TN": 4730090, + "TP": 0, + "n_pred": 1174, + "n_ref": 0 + }, + "6": { + "Dice": 0.9244791666666666, + "FN": 6019, + "FP": 1695, + "IoU": 0.8595641646489104, + "TN": 4676335, + "TP": 47215, + "n_pred": 48910, + "n_ref": 53234 + }, + "7": { + "Dice": 0.7603514644351465, + "FN": 5196, + "FP": 52080, + "IoU": 0.6133605151952909, + "TN": 4583126, + "TP": 90862, + "n_pred": 142942, + "n_ref": 96058 + }, + "8": { + "Dice": 0.9391706036745406, + "FN": 1494, + "FP": 1403, + "IoU": 0.8853172875183088, + "TN": 4706003, + "TP": 22364, + "n_pred": 23767, + "n_ref": 23858 + }, + "9": { + "Dice": 0.8954359191747916, + "FN": 177, + "FP": 1303, + "IoU": 0.8106690546245363, + "TN": 4723447, + "TP": 6337, + "n_pred": 7640, + "n_ref": 6514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9924164773907507, + "FN": 2162, + "FP": 65, + "IoU": 0.9849471087228362, + "TN": 1253911, + "TP": 145718, + "n_pred": 145783, + "n_ref": 147880 + }, + "10": { + "Dice": 0.6608301886792453, + "FN": 2132, + "FP": 115, + "IoU": 0.49346257889990985, + "TN": 1397420, + "TP": 2189, + "n_pred": 2304, + "n_ref": 4321 + }, + "11": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 1401853, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "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": 3, + "IoU": 0.0, + "TN": 1401853, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "14": { + "Dice": 0.9747646412694522, + "FN": 645, + "FP": 4708, + "IoU": 0.9507715793926687, + "TN": 1293118, + "TP": 103385, + "n_pred": 108093, + "n_ref": 104030 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 1401818, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "2": { + "Dice": 0.9, + "FN": 350, + "FP": 174, + "IoU": 0.8181818181818182, + "TN": 1398974, + "TP": 2358, + "n_pred": 2532, + "n_ref": 2708 + }, + "3": { + "Dice": 0.917981072555205, + "FN": 328, + "FP": 140, + "IoU": 0.8483965014577259, + "TN": 1398769, + "TP": 2619, + "n_pred": 2759, + "n_ref": 2947 + }, + "4": { + "Dice": 0.9568748286352182, + "FN": 1049, + "FP": 2254, + "IoU": 0.9173154429619246, + "TN": 1361909, + "TP": 36644, + "n_pred": 38898, + "n_ref": 37693 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9786519510601889, + "FN": 2733, + "FP": 2594, + "IoU": 0.9581963289361134, + "TN": 1274427, + "TP": 122102, + "n_pred": 124696, + "n_ref": 124835 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9398615172580748, + "FN": 17705, + "FP": 4156, + "IoU": 0.8865459867348952, + "TN": 3311954, + "TP": 170825, + "n_pred": 174981, + "n_ref": 188530 + }, + "10": { + "Dice": 0.8316612234413416, + "FN": 8281, + "FP": 14656, + "IoU": 0.711832252877029, + "TN": 3425044, + "TP": 56659, + "n_pred": 71315, + "n_ref": 64940 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 446, + "FP": 0, + "IoU": 0.0, + "TN": 3504194, + "TP": 0, + "n_pred": 0, + "n_ref": 446 + }, + "13": { + "Dice": 0.5290674990245806, + "FN": 11578, + "FP": 10148, + "IoU": 0.3596816976127321, + "TN": 3470710, + "TP": 12204, + "n_pred": 22352, + "n_ref": 23782 + }, + "14": { + "Dice": 0.9254736842105263, + "FN": 601, + "FP": 992, + "IoU": 0.8612852664576802, + "TN": 3493156, + "TP": 9891, + "n_pred": 10883, + "n_ref": 10492 + }, + "15": { + "Dice": 0.871268878299991, + "FN": 25867, + "FP": 1230, + "IoU": 0.7719011742918473, + "TN": 3385845, + "TP": 91698, + "n_pred": 92928, + "n_ref": 117565 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 197, + "IoU": 0.0, + "TN": 3504443, + "TP": 0, + "n_pred": 197, + "n_ref": 0 + }, + "3": { + "Dice": 0.9376426910933, + "FN": 8527, + "FP": 9445, + "IoU": 0.8826057704241268, + "TN": 3351549, + "TP": 135119, + "n_pred": 144564, + "n_ref": 143646 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2057, + "IoU": 0.0, + "TN": 3502583, + "TP": 0, + "n_pred": 2057, + "n_ref": 0 + }, + "5": { + "Dice": 0.41586482046467965, + "FN": 4531, + "FP": 447, + "IoU": 0.26251851851851854, + "TN": 3497890, + "TP": 1772, + "n_pred": 2219, + "n_ref": 6303 + }, + "6": { + "Dice": 0.9619422651317336, + "FN": 7253, + "FP": 5369, + "IoU": 0.9266751095051644, + "TN": 3332502, + "TP": 159516, + "n_pred": 164885, + "n_ref": 166769 + }, + "7": { + "Dice": 0.923464311755651, + "FN": 9372, + "FP": 14245, + "IoU": 0.8578111453617185, + "TN": 3338544, + "TP": 142479, + "n_pred": 156724, + "n_ref": 151851 + }, + "8": { + "Dice": 0.8984460494637776, + "FN": 354, + "FP": 574, + "IoU": 0.8156169282733956, + "TN": 3499607, + "TP": 4105, + "n_pred": 4679, + "n_ref": 4459 + }, + "9": { + "Dice": 0.7421485153406564, + "FN": 3337, + "FP": 12320, + "IoU": 0.5900128309198984, + "TN": 3466451, + "TP": 22532, + "n_pred": 34852, + "n_ref": 25869 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8189330856774072, + "FN": 3215, + "FP": 8288, + "IoU": 0.6933841560934001, + "TN": 3642356, + "TP": 26013, + "n_pred": 34301, + "n_ref": 29228 + }, + "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": 0.7029283245287941, + "FN": 9398, + "FP": 4267, + "IoU": 0.541934835076428, + "TN": 3650040, + "TP": 16167, + "n_pred": 20434, + "n_ref": 25565 + }, + "14": { + "Dice": 0.6098552448939124, + "FN": 21350, + "FP": 2260, + "IoU": 0.43869909421581915, + "TN": 3637809, + "TP": 18453, + "n_pred": 20713, + "n_ref": 39803 + }, + "15": { + "Dice": 0.7508750570689393, + "FN": 3845, + "FP": 2703, + "IoU": 0.6011208576998051, + "TN": 3663456, + "TP": 9868, + "n_pred": 12571, + "n_ref": 13713 + }, + "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": 0.9097136781347308, + "FN": 11131, + "FP": 757, + "IoU": 0.8343805291241171, + "TN": 3608093, + "TP": 59891, + "n_pred": 60648, + "n_ref": 71022 + }, + "5": { + "Dice": 0.0, + "FN": 58, + "FP": 2599, + "IoU": 0.0, + "TN": 3677215, + "TP": 0, + "n_pred": 2599, + "n_ref": 58 + }, + "6": { + "Dice": 0.9314238336724127, + "FN": 12777, + "FP": 7818, + "IoU": 0.8716494556241782, + "TN": 3519413, + "TP": 139864, + "n_pred": 147682, + "n_ref": 152641 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 29212, + "IoU": 0.0, + "TN": 3650660, + "TP": 0, + "n_pred": 29212, + "n_ref": 0 + }, + "8": { + "Dice": 0.7954220314735336, + "FN": 3239, + "FP": 336, + "IoU": 0.6603325415676959, + "TN": 3669347, + "TP": 6950, + "n_pred": 7286, + "n_ref": 10189 + }, + "9": { + "Dice": 0.8612249771162495, + "FN": 4190, + "FP": 6271, + "IoU": 0.756273153002027, + "TN": 3636951, + "TP": 32460, + "n_pred": 38731, + "n_ref": 36650 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.901088386556632, + "FN": 632, + "FP": 195, + "IoU": 0.8199825859817153, + "TN": 2448654, + "TP": 3767, + "n_pred": 3962, + "n_ref": 4399 + }, + "10": { + "Dice": 0.8379925437338687, + "FN": 6667, + "FP": 7456, + "IoU": 0.721159351616024, + "TN": 2402599, + "TP": 36526, + "n_pred": 43982, + "n_ref": 43193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3545, + "FP": 0, + "IoU": 0.0, + "TN": 2449703, + "TP": 0, + "n_pred": 0, + "n_ref": 3545 + }, + "13": { + "Dice": 0.8177214362727481, + "FN": 2216, + "FP": 3363, + "IoU": 0.6916487039186425, + "TN": 2435155, + "TP": 12514, + "n_pred": 15877, + "n_ref": 14730 + }, + "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": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 2453230, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "3": { + "Dice": 0.9627431256287059, + "FN": 4367, + "FP": 1596, + "IoU": 0.9281626850747527, + "TN": 2370241, + "TP": 77044, + "n_pred": 78640, + "n_ref": 81411 + }, + "4": { + "Dice": 0.9198426691984267, + "FN": 1528, + "FP": 1427, + "IoU": 0.8515821195379206, + "TN": 2433338, + "TP": 16955, + "n_pred": 18382, + "n_ref": 18483 + }, + "5": { + "Dice": 0.3698645225245071, + "FN": 5490, + "FP": 231, + "IoU": 0.22689189189189188, + "TN": 2445848, + "TP": 1679, + "n_pred": 1910, + "n_ref": 7169 + }, + "6": { + "Dice": 0.8934226719540544, + "FN": 2126, + "FP": 1771, + "IoU": 0.8073748208195344, + "TN": 2433017, + "TP": 16334, + "n_pred": 18105, + "n_ref": 18460 + }, + "7": { + "Dice": 0.9298962935112949, + "FN": 5027, + "FP": 3923, + "IoU": 0.8689777335343806, + "TN": 2384939, + "TP": 59359, + "n_pred": 63282, + "n_ref": 64386 + }, + "8": { + "Dice": 0.9383715477453908, + "FN": 731, + "FP": 1766, + "IoU": 0.8838982656809411, + "TN": 2431741, + "TP": 19010, + "n_pred": 20776, + "n_ref": 19741 + }, + "9": { + "Dice": 0.7128194807808412, + "FN": 705, + "FP": 722, + "IoU": 0.5537836147592246, + "TN": 2450050, + "TP": 1771, + "n_pred": 2493, + "n_ref": 2476 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9055180717417479, + "FN": 1836, + "FP": 2323, + "IoU": 0.8273485823404874, + "TN": 2954855, + "TP": 19930, + "n_pred": 22253, + "n_ref": 21766 + }, + "11": { + "Dice": 0.0, + "FN": 146, + "FP": 0, + "IoU": 0.0, + "TN": 2978798, + "TP": 0, + "n_pred": 0, + "n_ref": 146 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7717670568084499, + "FN": 5055, + "FP": 1341, + "IoU": 0.6283556072051133, + "TN": 2961734, + "TP": 10814, + "n_pred": 12155, + "n_ref": 15869 + }, + "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": 0.9271028037383178, + "FN": 19, + "FP": 20, + "IoU": 0.8641114982578397, + "TN": 2978657, + "TP": 248, + "n_pred": 268, + "n_ref": 267 + }, + "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": 0.0, + "FN": 360, + "FP": 1, + "IoU": 0.0, + "TN": 2978583, + "TP": 0, + "n_pred": 1, + "n_ref": 360 + }, + "6": { + "Dice": 0.959913876278399, + "FN": 5743, + "FP": 2151, + "IoU": 0.9229176838199394, + "TN": 2876534, + "TP": 94516, + "n_pred": 96667, + "n_ref": 100259 + }, + "7": { + "Dice": 0.6487394957983194, + "FN": 209, + "FP": 0, + "IoU": 0.48009950248756217, + "TN": 2978542, + "TP": 193, + "n_pred": 193, + "n_ref": 402 + }, + "8": { + "Dice": 0.9129588431590656, + "FN": 617, + "FP": 9, + "IoU": 0.8398567408544385, + "TN": 2975035, + "TP": 3283, + "n_pred": 3292, + "n_ref": 3900 + }, + "9": { + "Dice": 0.7646329979679833, + "FN": 1064, + "FP": 3685, + "IoU": 0.6189520982107037, + "TN": 2966481, + "TP": 7714, + "n_pred": 11399, + "n_ref": 8778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9231232638307841, + "FN": 1311, + "FP": 986, + "IoU": 0.8572227747389358, + "TN": 2261928, + "TP": 13791, + "n_pred": 14777, + "n_ref": 15102 + }, + "10": { + "Dice": 0.6698728680282876, + "FN": 21879, + "FP": 10658, + "IoU": 0.5036156709586868, + "TN": 2212468, + "TP": 33011, + "n_pred": 43669, + "n_ref": 54890 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1522, + "FP": 0, + "IoU": 0.0, + "TN": 2276494, + "TP": 0, + "n_pred": 0, + "n_ref": 1522 + }, + "13": { + "Dice": 0.6725788288288288, + "FN": 5063, + "FP": 11219, + "IoU": 0.5066808059384942, + "TN": 2245011, + "TP": 16723, + "n_pred": 27942, + "n_ref": 21786 + }, + "14": { + "Dice": 0.7833909645497736, + "FN": 1846, + "FP": 13564, + "IoU": 0.6439134855347075, + "TN": 2234740, + "TP": 27866, + "n_pred": 41430, + "n_ref": 29712 + }, + "15": { + "Dice": 0.8269199880681949, + "FN": 14678, + "FP": 7951, + "IoU": 0.704913543541194, + "TN": 2201330, + "TP": 54057, + "n_pred": 62008, + "n_ref": 68735 + }, + "2": { + "Dice": 0.827166339714537, + "FN": 1220, + "FP": 3890, + "IoU": 0.7052716576306379, + "TN": 2260678, + "TP": 12228, + "n_pred": 16118, + "n_ref": 13448 + }, + "3": { + "Dice": 0.9066592031346834, + "FN": 6284, + "FP": 12392, + "IoU": 0.8292558054488938, + "TN": 2168636, + "TP": 90704, + "n_pred": 103096, + "n_ref": 96988 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 11138, + "IoU": 0.0, + "TN": 2266878, + "TP": 0, + "n_pred": 11138, + "n_ref": 0 + }, + "5": { + "Dice": 0.2733812949640288, + "FN": 72, + "FP": 130, + "IoU": 0.15833333333333333, + "TN": 2277776, + "TP": 38, + "n_pred": 168, + "n_ref": 110 + }, + "6": { + "Dice": 0.7920729830444093, + "FN": 4116, + "FP": 27633, + "IoU": 0.6557291723143319, + "TN": 2185795, + "TP": 60472, + "n_pred": 88105, + "n_ref": 64588 + }, + "7": { + "Dice": 0.882536938716714, + "FN": 123630, + "FP": 7654, + "IoU": 0.7897683326580973, + "TN": 1653543, + "TP": 493189, + "n_pred": 500843, + "n_ref": 616819 + }, + "8": { + "Dice": 0.8933400946585531, + "FN": 375, + "FP": 887, + "IoU": 0.8072399572323201, + "TN": 2271469, + "TP": 5285, + "n_pred": 6172, + "n_ref": 5660 + }, + "9": { + "Dice": 0.9309799410453663, + "FN": 1210, + "FP": 710, + "IoU": 0.870872284619006, + "TN": 2263147, + "TP": 12949, + "n_pred": 13659, + "n_ref": 14159 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9685313514780222, + "FN": 2358, + "FP": 1402, + "IoU": 0.9389828308071793, + "TN": 989770, + "TP": 57862, + "n_pred": 59264, + "n_ref": 60220 + }, + "10": { + "Dice": 0.9415594362745098, + "FN": 593, + "FP": 933, + "IoU": 0.8895723279542659, + "TN": 1037573, + "TP": 12293, + "n_pred": 13226, + "n_ref": 12886 + }, + "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": 0.7954201771440916, + "FN": 686, + "FP": 1208, + "IoU": 0.6603299856527977, + "TN": 1045816, + "TP": 3682, + "n_pred": 4890, + "n_ref": 4368 + }, + "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": 6, + "IoU": 0.0, + "TN": 1051386, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "4": { + "Dice": 0.8942322970181664, + "FN": 11986, + "FP": 1993, + "IoU": 0.8086981511639046, + "TN": 978319, + "TP": 59094, + "n_pred": 61087, + "n_ref": 71080 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9477648538666287, + "FN": 5615, + "FP": 8338, + "IoU": 0.9007158308191495, + "TN": 910856, + "TP": 126583, + "n_pred": 134921, + "n_ref": 132198 + }, + "7": { + "Dice": 0.9398810412092012, + "FN": 2983, + "FP": 2657, + "IoU": 0.886580730790114, + "TN": 1001665, + "TP": 44087, + "n_pred": 46744, + "n_ref": 47070 + }, + "8": { + "Dice": 0.9520564614261378, + "FN": 489, + "FP": 102, + "IoU": 0.908499767765908, + "TN": 1044933, + "TP": 5868, + "n_pred": 5970, + "n_ref": 6357 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9364225878660605, + "FN": 733, + "FP": 4777, + "IoU": 0.8804461031070995, + "TN": 1355768, + "TP": 40578, + "n_pred": 45355, + "n_ref": 41311 + }, + "10": { + "Dice": 0.806536033955708, + "FN": 3009, + "FP": 5788, + "IoU": 0.6757942065305521, + "TN": 1374722, + "TP": 18337, + "n_pred": 24125, + "n_ref": 21346 + }, + "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": 0.6955642715620072, + "FN": 2548, + "FP": 4981, + "IoU": 0.533230006199628, + "TN": 1385726, + "TP": 8601, + "n_pred": 13582, + "n_ref": 11149 + }, + "14": { + "Dice": 0.42238629651506204, + "FN": 10094, + "FP": 9464, + "IoU": 0.26773746677150023, + "TN": 1375147, + "TP": 7151, + "n_pred": 16615, + "n_ref": 17245 + }, + "15": { + "Dice": 0.864283188600289, + "FN": 47982, + "FP": 763, + "IoU": 0.7610023730608563, + "TN": 1197900, + "TP": 155211, + "n_pred": 155974, + "n_ref": 203193 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9389444636081408, + "FN": 94, + "FP": 83, + "IoU": 0.8849154746423927, + "TN": 1400318, + "TP": 1361, + "n_pred": 1444, + "n_ref": 1455 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1401850, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "5": { + "Dice": 0.18228941684665226, + "FN": 1890, + "FP": 3, + "IoU": 0.1002851711026616, + "TN": 1399752, + "TP": 211, + "n_pred": 214, + "n_ref": 2101 + }, + "6": { + "Dice": 0.9576332890401733, + "FN": 3639, + "FP": 5671, + "IoU": 0.9187105449274856, + "TN": 1287327, + "TP": 105219, + "n_pred": 110890, + "n_ref": 108858 + }, + "7": { + "Dice": 0.9540521762655173, + "FN": 9342, + "FP": 5604, + "IoU": 0.9121412699719011, + "TN": 1231742, + "TP": 155168, + "n_pred": 160772, + "n_ref": 164510 + }, + "8": { + "Dice": 0.9502748360533967, + "FN": 716, + "FP": 1627, + "IoU": 0.9052606041001172, + "TN": 1377125, + "TP": 22388, + "n_pred": 24015, + "n_ref": 23104 + }, + "9": { + "Dice": 0.9038249171769903, + "FN": 1901, + "FP": 15, + "IoU": 0.8245260554995879, + "TN": 1390937, + "TP": 9003, + "n_pred": 9018, + "n_ref": 10904 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9526244548052338, + "FN": 211, + "FP": 104, + "IoU": 0.9095347501435956, + "TN": 1573606, + "TP": 3167, + "n_pred": 3271, + "n_ref": 3378 + }, + "10": { + "Dice": 0.5467625899280576, + "FN": 88, + "FP": 38, + "IoU": 0.37623762376237624, + "TN": 1576886, + "TP": 76, + "n_pred": 114, + "n_ref": 164 + }, + "11": { + "Dice": 0.0, + "FN": 3180, + "FP": 0, + "IoU": 0.0, + "TN": 1573908, + "TP": 0, + "n_pred": 0, + "n_ref": 3180 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8863109048723898, + "FN": 62, + "FP": 36, + "IoU": 0.7958333333333333, + "TN": 1576608, + "TP": 382, + "n_pred": 418, + "n_ref": 444 + }, + "14": { + "Dice": 0.9873186544761383, + "FN": 1037, + "FP": 2296, + "IoU": 0.9749549143372408, + "TN": 1444008, + "TP": 129747, + "n_pred": 132043, + "n_ref": 130784 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9346370776448263, + "FN": 484, + "FP": 1996, + "IoU": 0.8772945425758251, + "TN": 1556877, + "TP": 17731, + "n_pred": 19727, + "n_ref": 18215 + }, + "3": { + "Dice": 0.9680822024645142, + "FN": 1466, + "FP": 1808, + "IoU": 0.9381388757675957, + "TN": 1524163, + "TP": 49651, + "n_pred": 51459, + "n_ref": 51117 + }, + "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": 0.9548577115716055, + "FN": 2585, + "FP": 2994, + "IoU": 0.9136150380130994, + "TN": 1512505, + "TP": 59004, + "n_pred": 61998, + "n_ref": 61589 + }, + "7": { + "Dice": 0.9459329034513418, + "FN": 3044, + "FP": 11185, + "IoU": 0.8974124195211282, + "TN": 1438387, + "TP": 124472, + "n_pred": 135657, + "n_ref": 127516 + }, + "8": { + "Dice": 0.2673390870333784, + "FN": 5905, + "FP": 8187, + "IoU": 0.15429394466782692, + "TN": 1560425, + "TP": 2571, + "n_pred": 10758, + "n_ref": 8476 + }, + "9": { + "Dice": 0.9725755743651753, + "FN": 710, + "FP": 424, + "IoU": 0.9466151963091988, + "TN": 1555846, + "TP": 20108, + "n_pred": 20532, + "n_ref": 20818 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9654178181714579, + "FN": 1247, + "FP": 4822, + "IoU": 0.9331475402612853, + "TN": 2012002, + "TP": 84713, + "n_pred": 89535, + "n_ref": 85960 + }, + "10": { + "Dice": 0.8876720147689673, + "FN": 2440, + "FP": 10155, + "IoU": 0.7980308205448918, + "TN": 2040423, + "TP": 49766, + "n_pred": 59921, + "n_ref": 52206 + }, + "11": { + "Dice": 0.0, + "FN": 355, + "FP": 0, + "IoU": 0.0, + "TN": 2102429, + "TP": 0, + "n_pred": 0, + "n_ref": 355 + }, + "12": { + "Dice": 0.0, + "FN": 359, + "FP": 0, + "IoU": 0.0, + "TN": 2102425, + "TP": 0, + "n_pred": 0, + "n_ref": 359 + }, + "13": { + "Dice": 0.41402190422895513, + "FN": 3803, + "FP": 10857, + "IoU": 0.26105146428751447, + "TN": 2082945, + "TP": 5179, + "n_pred": 16036, + "n_ref": 8982 + }, + "14": { + "Dice": 0.8119789558883044, + "FN": 1408, + "FP": 3238, + "IoU": 0.6834718626515874, + "TN": 2088106, + "TP": 10032, + "n_pred": 13270, + "n_ref": 11440 + }, + "15": { + "Dice": 0.8775784519076864, + "FN": 23667, + "FP": 2108, + "IoU": 0.7818617286876158, + "TN": 1984625, + "TP": 92384, + "n_pred": 94492, + "n_ref": 116051 + }, + "2": { + "Dice": 0.9456789469502344, + "FN": 622, + "FP": 3480, + "IoU": 0.89695538585209, + "TN": 2062976, + "TP": 35706, + "n_pred": 39186, + "n_ref": 36328 + }, + "3": { + "Dice": 0.9238865735065784, + "FN": 6459, + "FP": 2855, + "IoU": 0.8585401415509857, + "TN": 2036942, + "TP": 56528, + "n_pred": 59383, + "n_ref": 62987 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6773789649415692, + "FN": 665, + "FP": 881, + "IoU": 0.5121489428841906, + "TN": 2099615, + "TP": 1623, + "n_pred": 2504, + "n_ref": 2288 + }, + "6": { + "Dice": 0.958736020155978, + "FN": 12683, + "FP": 8772, + "IoU": 0.9207425193941633, + "TN": 1832084, + "TP": 249245, + "n_pred": 258017, + "n_ref": 261928 + }, + "7": { + "Dice": 0.9532950854506268, + "FN": 28836, + "FP": 1936, + "IoU": 0.9107582014755696, + "TN": 1757968, + "TP": 314044, + "n_pred": 315980, + "n_ref": 342880 + }, + "8": { + "Dice": 0.9220416510896576, + "FN": 480, + "FP": 3065, + "IoU": 0.8553592557835897, + "TN": 2078275, + "TP": 20964, + "n_pred": 24029, + "n_ref": 21444 + }, + "9": { + "Dice": 0.8612536088377752, + "FN": 275, + "FP": 5540, + "IoU": 0.756317311318778, + "TN": 2078921, + "TP": 18048, + "n_pred": 23588, + "n_ref": 18323 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9797574035624522, + "FN": 1429, + "FP": 3202, + "IoU": 0.960318072371747, + "TN": 1460385, + "TP": 112072, + "n_pred": 115274, + "n_ref": 113501 + }, + "10": { + "Dice": 0.8139422272699259, + "FN": 18384, + "FP": 2749, + "IoU": 0.68625849936162, + "TN": 1509730, + "TP": 46225, + "n_pred": 48974, + "n_ref": 64609 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 656, + "FP": 0, + "IoU": 0.0, + "TN": 1576432, + "TP": 0, + "n_pred": 0, + "n_ref": 656 + }, + "13": { + "Dice": 0.7896266208404936, + "FN": 3375, + "FP": 3358, + "IoU": 0.6523826733440033, + "TN": 1557719, + "TP": 12636, + "n_pred": 15994, + "n_ref": 16011 + }, + "14": { + "Dice": 0.9907356667160936, + "FN": 2264, + "FP": 610, + "IoU": 0.9816414134961801, + "TN": 1420540, + "TP": 153674, + "n_pred": 154284, + "n_ref": 155938 + }, + "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": 291, + "IoU": 0.0, + "TN": 1576797, + "TP": 0, + "n_pred": 291, + "n_ref": 0 + }, + "3": { + "Dice": 0.9653046220978491, + "FN": 994, + "FP": 469, + "IoU": 0.9329360531744213, + "TN": 1555273, + "TP": 20352, + "n_pred": 20821, + "n_ref": 21346 + }, + "4": { + "Dice": 0.8083441981747066, + "FN": 569, + "FP": 19, + "IoU": 0.6783369803063457, + "TN": 1575260, + "TP": 1240, + "n_pred": 1259, + "n_ref": 1809 + }, + "5": { + "Dice": 0.42857142857142855, + "FN": 6, + "FP": 2, + "IoU": 0.2727272727272727, + "TN": 1577077, + "TP": 3, + "n_pred": 5, + "n_ref": 9 + }, + "6": { + "Dice": 0.9234371341606181, + "FN": 2127, + "FP": 1143, + "IoU": 0.8577642453240539, + "TN": 1554098, + "TP": 19720, + "n_pred": 20863, + "n_ref": 21847 + }, + "7": { + "Dice": 0.8668426103646834, + "FN": 2178, + "FP": 1152, + "IoU": 0.7649798856658904, + "TN": 1562919, + "TP": 10839, + "n_pred": 11991, + "n_ref": 13017 + }, + "8": { + "Dice": 0.9418617614269789, + "FN": 4496, + "FP": 1762, + "IoU": 0.8901122056576938, + "TN": 1520139, + "TP": 50691, + "n_pred": 52453, + "n_ref": 55187 + }, + "9": { + "Dice": 0.9447545037089368, + "FN": 311, + "FP": 1253, + "IoU": 0.8952935663118431, + "TN": 1562151, + "TP": 13373, + "n_pred": 14626, + "n_ref": 13684 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9802714282049309, + "FN": 1861, + "FP": 1984, + "IoU": 0.9613062292442387, + "TN": 2178646, + "TP": 95525, + "n_pred": 97509, + "n_ref": 97386 + }, + "10": { + "Dice": 0.8761730373083085, + "FN": 682, + "FP": 400, + "IoU": 0.779633401221996, + "TN": 2273106, + "TP": 3828, + "n_pred": 4228, + "n_ref": 4510 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 122, + "FP": 0, + "IoU": 0.0, + "TN": 2277894, + "TP": 0, + "n_pred": 0, + "n_ref": 122 + }, + "13": { + "Dice": 0.13671202878147976, + "FN": 4366, + "FP": 1153, + "IoU": 0.07337139019476159, + "TN": 2272060, + "TP": 437, + "n_pred": 1590, + "n_ref": 4803 + }, + "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": 0.7971659651365229, + "FN": 34278, + "FP": 2538, + "IoU": 0.662739781242557, + "TN": 2168854, + "TP": 72346, + "n_pred": 74884, + "n_ref": 106624 + }, + "3": { + "Dice": 0.7784382340252145, + "FN": 2427, + "FP": 34549, + "IoU": 0.6372483616528666, + "TN": 2176084, + "TP": 64956, + "n_pred": 99505, + "n_ref": 67383 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.40882597835137385, + "FN": 1351, + "FP": 69, + "IoU": 0.25693354264782836, + "TN": 2276105, + "TP": 491, + "n_pred": 560, + "n_ref": 1842 + }, + "6": { + "Dice": 0.9359480157809237, + "FN": 7331, + "FP": 7573, + "IoU": 0.8796074154852781, + "TN": 2154221, + "TP": 108891, + "n_pred": 116464, + "n_ref": 116222 + }, + "7": { + "Dice": 0.9269455343295956, + "FN": 4343, + "FP": 16101, + "IoU": 0.8638382896533351, + "TN": 2127871, + "TP": 129701, + "n_pred": 145802, + "n_ref": 134044 + }, + "8": { + "Dice": 0.9614823965410747, + "FN": 3276, + "FP": 1401, + "IoU": 0.9258219536565637, + "TN": 2214965, + "TP": 58374, + "n_pred": 59775, + "n_ref": 61650 + }, + "9": { + "Dice": 0.7148802367520577, + "FN": 4914, + "FP": 1252, + "IoU": 0.5562751871042027, + "TN": 2264120, + "TP": 7730, + "n_pred": 8982, + "n_ref": 12644 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.982900269541779, + "FN": 3663, + "FP": 1095, + "IoU": 0.9663755088195387, + "TN": 3888832, + "TP": 136746, + "n_pred": 137841, + "n_ref": 140409 + }, + "10": { + "Dice": 0.8309632743909979, + "FN": 4290, + "FP": 1178, + "IoU": 0.710810239052253, + "TN": 4011428, + "TP": 13440, + "n_pred": 14618, + "n_ref": 17730 + }, + "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": 0.38372755770874895, + "FN": 4009, + "FP": 13291, + "IoU": 0.2374151459049634, + "TN": 4007650, + "TP": 5386, + "n_pred": 18677, + "n_ref": 9395 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 169, + "IoU": 0.0, + "TN": 4030167, + "TP": 0, + "n_pred": 169, + "n_ref": 0 + }, + "2": { + "Dice": 0.20674939555477875, + "FN": 108760, + "FP": 166, + "IoU": 0.11529308566369668, + "TN": 3907215, + "TP": 14195, + "n_pred": 14361, + "n_ref": 122955 + }, + "3": { + "Dice": 0.6993858684408245, + "FN": 7929, + "FP": 102501, + "IoU": 0.5377350987278611, + "TN": 3791447, + "TP": 128459, + "n_pred": 230960, + "n_ref": 136388 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1281, + "IoU": 0.0, + "TN": 4029055, + "TP": 0, + "n_pred": 1281, + "n_ref": 0 + }, + "5": { + "Dice": 0.3067706044273785, + "FN": 29616, + "FP": 353, + "IoU": 0.18117486338797814, + "TN": 3993736, + "TP": 6631, + "n_pred": 6984, + "n_ref": 36247 + }, + "6": { + "Dice": 0.9561488449301425, + "FN": 31123, + "FP": 10087, + "IoU": 0.915981977206467, + "TN": 3539846, + "TP": 449280, + "n_pred": 459367, + "n_ref": 480403 + }, + "7": { + "Dice": 0.890705840022829, + "FN": 24414, + "FP": 28440, + "IoU": 0.8029482820329277, + "TN": 3762112, + "TP": 215370, + "n_pred": 243810, + "n_ref": 239784 + }, + "8": { + "Dice": 0.9574045785661585, + "FN": 3438, + "FP": 661, + "IoU": 0.9182896441742251, + "TN": 3980171, + "TP": 46066, + "n_pred": 46727, + "n_ref": 49504 + }, + "9": { + "Dice": 0.8934805170299085, + "FN": 855, + "FP": 274, + "IoU": 0.807469304229195, + "TN": 4024472, + "TP": 4735, + "n_pred": 5009, + "n_ref": 5590 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9530690663075964, + "FN": 1413, + "FP": 2874, + "IoU": 0.9103456929543886, + "TN": 1178807, + "TP": 43530, + "n_pred": 46404, + "n_ref": 44943 + }, + "10": { + "Dice": 0.8727181663613238, + "FN": 4861, + "FP": 4796, + "IoU": 0.7741792161631279, + "TN": 1183860, + "TP": 33107, + "n_pred": 37903, + "n_ref": 37968 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 368, + "FP": 0, + "IoU": 0.0, + "TN": 1226256, + "TP": 0, + "n_pred": 0, + "n_ref": 368 + }, + "13": { + "Dice": 0.6183630640083946, + "FN": 9357, + "FP": 12465, + "IoU": 0.4475582896635528, + "TN": 1187123, + "TP": 17679, + "n_pred": 30144, + "n_ref": 27036 + }, + "14": { + "Dice": 0.3383479723416184, + "FN": 13846, + "FP": 316, + "IoU": 0.20362143620311535, + "TN": 1208841, + "TP": 3621, + "n_pred": 3937, + "n_ref": 17467 + }, + "15": { + "Dice": 0.8940218220274352, + "FN": 18791, + "FP": 2053, + "IoU": 0.8083539438963618, + "TN": 1117861, + "TP": 87919, + "n_pred": 89972, + "n_ref": 106710 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9652988072430628, + "FN": 477, + "FP": 1769, + "IoU": 0.9329251903837539, + "TN": 1193139, + "TP": 31239, + "n_pred": 33008, + "n_ref": 31716 + }, + "4": { + "Dice": 0.7671439729237178, + "FN": 680, + "FP": 8264, + "IoU": 0.6222494403851839, + "TN": 1202947, + "TP": 14733, + "n_pred": 22997, + "n_ref": 15413 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9583355354720504, + "FN": 1605, + "FP": 760, + "IoU": 0.9200040589906643, + "TN": 1197060, + "TP": 27199, + "n_pred": 27959, + "n_ref": 28804 + }, + "7": { + "Dice": 0.8071165684672641, + "FN": 10799, + "FP": 888, + "IoU": 0.6766097567724619, + "TN": 1190485, + "TP": 24452, + "n_pred": 25340, + "n_ref": 35251 + }, + "8": { + "Dice": 0.9590657882411715, + "FN": 401, + "FP": 910, + "IoU": 0.9213510108584798, + "TN": 1209955, + "TP": 15358, + "n_pred": 16268, + "n_ref": 15759 + }, + "9": { + "Dice": 0.9323607427055703, + "FN": 589, + "FP": 839, + "IoU": 0.8732919254658386, + "TN": 1215354, + "TP": 9842, + "n_pred": 10681, + "n_ref": 10431 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9519013258920463, + "FN": 1834, + "FP": 1079, + "IoU": 0.9082172789715798, + "TN": 2071046, + "TP": 28825, + "n_pred": 29904, + "n_ref": 30659 + }, + "10": { + "Dice": 0.8355474165051077, + "FN": 25779, + "FP": 6370, + "IoU": 0.7175452468810403, + "TN": 1988964, + "TP": 81671, + "n_pred": 88041, + "n_ref": 107450 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2424, + "FP": 0, + "IoU": 0.0, + "TN": 2100360, + "TP": 0, + "n_pred": 0, + "n_ref": 2424 + }, + "13": { + "Dice": 0.17129689153504565, + "FN": 80599, + "FP": 3192, + "IoU": 0.09367124206336329, + "TN": 2010333, + "TP": 8660, + "n_pred": 11852, + "n_ref": 89259 + }, + "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": 0.0027307206068268013, + "FN": 179, + "FP": 19542, + "IoU": 0.0013672270609681994, + "TN": 2083036, + "TP": 27, + "n_pred": 19569, + "n_ref": 206 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 2102734, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "6": { + "Dice": 0.963885176671834, + "FN": 3013, + "FP": 3743, + "IoU": 0.9302879902593048, + "TN": 2005871, + "TP": 90157, + "n_pred": 93900, + "n_ref": 93170 + }, + "7": { + "Dice": 0.9185934186322806, + "FN": 11118, + "FP": 32872, + "IoU": 0.8494431552936184, + "TN": 1810602, + "TP": 248192, + "n_pred": 281064, + "n_ref": 259310 + }, + "8": { + "Dice": 0.7723785166240409, + "FN": 80, + "FP": 9, + "IoU": 0.6291666666666667, + "TN": 2102544, + "TP": 151, + "n_pred": 160, + "n_ref": 231 + }, + "9": { + "Dice": 0.8822722169085541, + "FN": 0, + "FP": 2831, + "IoU": 0.7893444452712255, + "TN": 2089345, + "TP": 10608, + "n_pred": 13439, + "n_ref": 10608 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9401314817550598, + "FN": 831, + "FP": 2411, + "IoU": 0.8870265184514061, + "TN": 2775015, + "TP": 25455, + "n_pred": 27866, + "n_ref": 26286 + }, + "10": { + "Dice": 0.8962041343040101, + "FN": 2768, + "FP": 5758, + "IoU": 0.8119292363347598, + "TN": 2758378, + "TP": 36808, + "n_pred": 42566, + "n_ref": 39576 + }, + "11": { + "Dice": 0.0, + "FN": 1340, + "FP": 0, + "IoU": 0.0, + "TN": 2802372, + "TP": 0, + "n_pred": 0, + "n_ref": 1340 + }, + "12": { + "Dice": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 2803628, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "13": { + "Dice": 0.7779594812770169, + "FN": 19900, + "FP": 1417, + "IoU": 0.6366069449890046, + "TN": 2745051, + "TP": 37344, + "n_pred": 38761, + "n_ref": 57244 + }, + "14": { + "Dice": 0.957005033557047, + "FN": 1203, + "FP": 2077, + "IoU": 0.9175547958978484, + "TN": 2763928, + "TP": 36504, + "n_pred": 38581, + "n_ref": 37707 + }, + "15": { + "Dice": 0.8698525036795791, + "FN": 2701, + "FP": 5611, + "IoU": 0.769680512067389, + "TN": 2767623, + "TP": 27777, + "n_pred": 33388, + "n_ref": 30478 + }, + "2": { + "Dice": 0.08391054462642165, + "FN": 203545, + "FP": 0, + "IoU": 0.04379260289288617, + "TN": 2590845, + "TP": 9322, + "n_pred": 9322, + "n_ref": 212867 + }, + "3": { + "Dice": 0.22189446083251393, + "FN": 2569, + "FP": 54407, + "IoU": 0.1247926267281106, + "TN": 2738612, + "TP": 8124, + "n_pred": 62531, + "n_ref": 10693 + }, + "4": { + "Dice": 0.6594415261266243, + "FN": 2018, + "FP": 4141, + "IoU": 0.4919155254908431, + "TN": 2791590, + "TP": 5963, + "n_pred": 10104, + "n_ref": 7981 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9692833479370376, + "FN": 9067, + "FP": 8531, + "IoU": 0.9403974855718428, + "TN": 2508456, + "TP": 277658, + "n_pred": 286189, + "n_ref": 286725 + }, + "7": { + "Dice": 0.967932691145706, + "FN": 12396, + "FP": 11486, + "IoU": 0.9378581056115572, + "TN": 2419398, + "TP": 360432, + "n_pred": 371918, + "n_ref": 372828 + }, + "8": { + "Dice": 0.8152917613216297, + "FN": 7467, + "FP": 6274, + "IoU": 0.6881793632423355, + "TN": 2759645, + "TP": 30326, + "n_pred": 36600, + "n_ref": 37793 + }, + "9": { + "Dice": 0.5746730362596915, + "FN": 5173, + "FP": 258, + "IoU": 0.4031868131868132, + "TN": 2794612, + "TP": 3669, + "n_pred": 3927, + "n_ref": 8842 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5932572944842694, + "FN": 78959, + "FP": 137, + "IoU": 0.42172409507307407, + "TN": 3367861, + "TP": 57683, + "n_pred": 57820, + "n_ref": 136642 + }, + "10": { + "Dice": 0.07448856799037304, + "FN": 42320, + "FP": 3826, + "IoU": 0.0386850821823636, + "TN": 3456637, + "TP": 1857, + "n_pred": 5683, + "n_ref": 44177 + }, + "11": { + "Dice": 0.0, + "FN": 887, + "FP": 0, + "IoU": 0.0, + "TN": 3503753, + "TP": 0, + "n_pred": 0, + "n_ref": 887 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.11224893638072624, + "FN": 21531, + "FP": 14359, + "IoU": 0.05946172593621426, + "TN": 3466481, + "TP": 2269, + "n_pred": 16628, + "n_ref": 23800 + }, + "14": { + "Dice": 0.0006906474820143885, + "FN": 28255, + "FP": 6471, + "IoU": 0.0003454430306868559, + "TN": 3469902, + "TP": 12, + "n_pred": 6483, + "n_ref": 28267 + }, + "15": { + "Dice": 0.0, + "FN": 10527, + "FP": 0, + "IoU": 0.0, + "TN": 3494113, + "TP": 0, + "n_pred": 0, + "n_ref": 10527 + }, + "2": { + "Dice": 0.12613364702310934, + "FN": 113826, + "FP": 1319, + "IoU": 0.06731197602365234, + "TN": 3381185, + "TP": 8310, + "n_pred": 9629, + "n_ref": 122136 + }, + "3": { + "Dice": 0.47950580368267004, + "FN": 1642, + "FP": 138309, + "IoU": 0.315361811208516, + "TN": 3300224, + "TP": 64465, + "n_pred": 202774, + "n_ref": 66107 + }, + "4": { + "Dice": 0.0, + "FN": 75121, + "FP": 2, + "IoU": 0.0, + "TN": 3429517, + "TP": 0, + "n_pred": 2, + "n_ref": 75121 + }, + "5": { + "Dice": 0.0, + "FN": 727, + "FP": 53, + "IoU": 0.0, + "TN": 3503860, + "TP": 0, + "n_pred": 53, + "n_ref": 727 + }, + "6": { + "Dice": 0.8179633477347933, + "FN": 230993, + "FP": 17386, + "IoU": 0.691994910790018, + "TN": 2698228, + "TP": 558033, + "n_pred": 575419, + "n_ref": 789026 + }, + "7": { + "Dice": 0.17432017506658298, + "FN": 42531, + "FP": 6142, + "IoU": 0.09548233632528665, + "TN": 3450829, + "TP": 5138, + "n_pred": 11280, + "n_ref": 47669 + }, + "8": { + "Dice": 0.9190082644628099, + "FN": 465, + "FP": 25, + "IoU": 0.8501529051987767, + "TN": 3501370, + "TP": 2780, + "n_pred": 2805, + "n_ref": 3245 + }, + "9": { + "Dice": 0.5841069361119882, + "FN": 1035, + "FP": 18722, + "IoU": 0.4125360530462966, + "TN": 3471009, + "TP": 13874, + "n_pred": 32596, + "n_ref": 14909 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/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": 0.8246911844810317, + "FN": 6296, + "FP": 3681, + "IoU": 0.7016804210022725, + "TN": 1368412, + "TP": 23467, + "n_pred": 27148, + "n_ref": 29763 + }, + "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": 0.7978907602707382, + "FN": 585, + "FP": 1983, + "IoU": 0.6637423071886867, + "TN": 1394219, + "TP": 5069, + "n_pred": 7052, + "n_ref": 5654 + }, + "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": 0.8106682491016385, + "FN": 135, + "FP": 5608, + "IoU": 0.6816165872047899, + "TN": 1383818, + "TP": 12295, + "n_pred": 17903, + "n_ref": 12430 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9741173487713664, + "FN": 5242, + "FP": 2108, + "IoU": 0.9495407175515921, + "TN": 1256194, + "TP": 138312, + "n_pred": 140420, + "n_ref": 143554 + }, + "7": { + "Dice": 0.9439899307740718, + "FN": 833, + "FP": 2905, + "IoU": 0.8939213349225268, + "TN": 1366618, + "TP": 31500, + "n_pred": 34405, + "n_ref": 32333 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5081728, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9167008617152236, + "FN": 74, + "FP": 129, + "IoU": 0.8462121212121212, + "TN": 5080408, + "TP": 1117, + "n_pred": 1246, + "n_ref": 1191 + }, + "11": { + "Dice": 0.0, + "FN": 4464, + "FP": 0, + "IoU": 0.0, + "TN": 5077264, + "TP": 0, + "n_pred": 0, + "n_ref": 4464 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5081728, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5081728, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8209405369177496, + "FN": 7695, + "FP": 1923, + "IoU": 0.6962672898376808, + "TN": 5050062, + "TP": 22048, + "n_pred": 23971, + "n_ref": 29743 + }, + "15": { + "Dice": 0.8688358812682172, + "FN": 1379, + "FP": 826, + "IoU": 0.7680900294488852, + "TN": 5072220, + "TP": 7303, + "n_pred": 8129, + "n_ref": 8682 + }, + "2": { + "Dice": 0.9618555168255332, + "FN": 1831, + "FP": 478, + "IoU": 0.9265141147640114, + "TN": 5050307, + "TP": 29112, + "n_pred": 29590, + "n_ref": 30943 + }, + "3": { + "Dice": 0.9430763019781995, + "FN": 80, + "FP": 61, + "IoU": 0.8922841864018335, + "TN": 5080419, + "TP": 1168, + "n_pred": 1229, + "n_ref": 1248 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5081728, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5081728, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9658475068721228, + "FN": 4440, + "FP": 3847, + "IoU": 0.9339507599607865, + "TN": 4956261, + "TP": 117180, + "n_pred": 121027, + "n_ref": 121620 + }, + "7": { + "Dice": 0.9699346276919453, + "FN": 4559, + "FP": 1567, + "IoU": 0.941624341296538, + "TN": 4976787, + "TP": 98815, + "n_pred": 100382, + "n_ref": 103374 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5081728, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9027259280129605, + "FN": 1254, + "FP": 127, + "IoU": 0.8226986776222879, + "TN": 5073939, + "TP": 6408, + "n_pred": 6535, + "n_ref": 7662 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9709112632691512, + "FN": 643, + "FP": 623, + "IoU": 0.9434670000893096, + "TN": 2781318, + "TP": 21128, + "n_pred": 21751, + "n_ref": 21771 + }, + "10": { + "Dice": 0.8679121240344053, + "FN": 1889, + "FP": 522, + "IoU": 0.7666473093302362, + "TN": 2793380, + "TP": 7921, + "n_pred": 8443, + "n_ref": 9810 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 183, + "FP": 0, + "IoU": 0.0, + "TN": 2803529, + "TP": 0, + "n_pred": 0, + "n_ref": 183 + }, + "13": { + "Dice": 0.8637225684096451, + "FN": 2565, + "FP": 453, + "IoU": 0.760133524082022, + "TN": 2791130, + "TP": 9564, + "n_pred": 10017, + "n_ref": 12129 + }, + "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": 0.8590275427888693, + "FN": 4222, + "FP": 29523, + "IoU": 0.752890691935354, + "TN": 2667153, + "TP": 102814, + "n_pred": 132337, + "n_ref": 107036 + }, + "3": { + "Dice": 0.7503699044007549, + "FN": 2479, + "FP": 53871, + "IoU": 0.6004736177876093, + "TN": 2662670, + "TP": 84692, + "n_pred": 138563, + "n_ref": 87171 + }, + "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": 0.9718472392007911, + "FN": 7799, + "FP": 6180, + "IoU": 0.9452362297265533, + "TN": 2548452, + "TP": 241281, + "n_pred": 247461, + "n_ref": 249080 + }, + "7": { + "Dice": 0.935924583031182, + "FN": 179, + "FP": 2030, + "IoU": 0.8795660233344237, + "TN": 2785370, + "TP": 16133, + "n_pred": 18163, + "n_ref": 16312 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.867005250925368, + "FN": 3523, + "FP": 2657, + "IoU": 0.7652332472268653, + "TN": 2777388, + "TP": 20144, + "n_pred": 22801, + "n_ref": 23667 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.811349246297719, + "FN": 4845, + "FP": 9397, + "IoU": 0.6825800124810555, + "TN": 3810236, + "TP": 30626, + "n_pred": 40023, + "n_ref": 35471 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 33, + "FP": 0, + "IoU": 0.0, + "TN": 3855071, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "13": { + "Dice": 0.6936552265331087, + "FN": 9002, + "FP": 4271, + "IoU": 0.5309893992932863, + "TN": 3826804, + "TP": 15027, + "n_pred": 19298, + "n_ref": 24029 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 3855101, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "5": { + "Dice": 0.45357436318816763, + "FN": 1324, + "FP": 6, + "IoU": 0.29330499468650373, + "TN": 3853222, + "TP": 552, + "n_pred": 558, + "n_ref": 1876 + }, + "6": { + "Dice": 0.9516820250915954, + "FN": 2265, + "FP": 2087, + "IoU": 0.907818093240982, + "TN": 3807893, + "TP": 42859, + "n_pred": 44946, + "n_ref": 45124 + }, + "7": { + "Dice": 0.9687164869634873, + "FN": 10417, + "FP": 6298, + "IoU": 0.9393309160069834, + "TN": 3579593, + "TP": 258796, + "n_pred": 265094, + "n_ref": 269213 + }, + "8": { + "Dice": 0.9380530973451328, + "FN": 245, + "FP": 770, + "IoU": 0.8833333333333333, + "TN": 3846404, + "TP": 7685, + "n_pred": 8455, + "n_ref": 7930 + }, + "9": { + "Dice": 0.7865227691497763, + "FN": 334, + "FP": 477, + "IoU": 0.6481561822125813, + "TN": 3852799, + "TP": 1494, + "n_pred": 1971, + "n_ref": 1828 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/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": 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": 0.8048957242934214, + "FN": 9973, + "FP": 2142, + "IoU": 0.6734941382562997, + "TN": 1014287, + "TP": 24990, + "n_pred": 27132, + "n_ref": 34963 + }, + "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": 0.9201128839683057, + "FN": 1742, + "FP": 1202, + "IoU": 0.8520454317016786, + "TN": 1031494, + "TP": 16954, + "n_pred": 18156, + "n_ref": 18696 + }, + "7": { + "Dice": 0.6548846342660776, + "FN": 593, + "FP": 1516, + "IoU": 0.48686131386861314, + "TN": 1047282, + "TP": 2001, + "n_pred": 3517, + "n_ref": 2594 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.5529265596935161, + "FN": 7518.184444444444, + "FP": 10385.526666666667, + "IoU": 0.4750608655538594, + "TN": 3484227.9022222226, + "TP": 37554.78666666667, + "n_pred": 47940.31333333333, + "n_ref": 45072.971111111125 + }, + "mean": { + "1": { + "Dice": 0.7433682065549345, + "FN": 5260.666666666667, + "FP": 6493.666666666667, + "IoU": 0.6747637208131254, + "TN": 3479124.8666666667, + "TP": 48807.2, + "n_pred": 55300.86666666667, + "n_ref": 54067.86666666667 + }, + "10": { + "Dice": 0.6660088289598508, + "FN": 6181.833333333333, + "FP": 10573.7, + "IoU": 0.5436353236393864, + "TN": 3502724.966666667, + "TP": 20205.9, + "n_pred": 30779.6, + "n_ref": 26387.733333333334 + }, + "11": { + "Dice": 0.04986868979072116, + "FN": 712.3666666666667, + "FP": 4.9, + "IoU": 0.02747748529382183, + "TN": 3538941.7333333334, + "TP": 27.4, + "n_pred": 32.3, + "n_ref": 739.7666666666667 + }, + "12": { + "Dice": 0.0, + "FN": 946.1333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 3538740.2666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 946.1333333333333 + }, + "13": { + "Dice": 0.5317146276478433, + "FN": 9307.9, + "FP": 5486.633333333333, + "IoU": 0.401872173599966, + "TN": 3514531.433333333, + "TP": 10360.433333333332, + "n_pred": 15847.066666666668, + "n_ref": 19668.333333333332 + }, + "14": { + "Dice": 0.6070123045771916, + "FN": 6009.333333333333, + "FP": 28206.3, + "IoU": 0.537486078577006, + "TN": 3466450.3333333335, + "TP": 39020.433333333334, + "n_pred": 67226.73333333334, + "n_ref": 45029.76666666667 + }, + "15": { + "Dice": 0.5482056763301033, + "FN": 4001.866666666667, + "FP": 10333.033333333333, + "IoU": 0.44627516080207996, + "TN": 3506706.6, + "TP": 18644.9, + "n_pred": 28977.933333333334, + "n_ref": 22646.766666666666 + }, + "2": { + "Dice": 0.6778321836456817, + "FN": 3371.4666666666667, + "FP": 3119.4, + "IoU": 0.6152393499736667, + "TN": 3508717.466666667, + "TP": 24478.066666666666, + "n_pred": 27597.466666666667, + "n_ref": 27849.533333333333 + }, + "3": { + "Dice": 0.6733811065952608, + "FN": 4074.266666666667, + "FP": 4927.0, + "IoU": 0.6306710507785069, + "TN": 3487551.466666667, + "TP": 43133.666666666664, + "n_pred": 48060.666666666664, + "n_ref": 47207.933333333334 + }, + "4": { + "Dice": 0.511511441113993, + "FN": 3746.0333333333333, + "FP": 4444.233333333334, + "IoU": 0.41787810449439017, + "TN": 3521645.933333333, + "TP": 9850.2, + "n_pred": 14294.433333333332, + "n_ref": 13596.233333333334 + }, + "5": { + "Dice": 0.1502503876608113, + "FN": 1010.5333333333333, + "FP": 155.06666666666666, + "IoU": 0.10699956438665037, + "TN": 3538079.7, + "TP": 441.1, + "n_pred": 596.1666666666666, + "n_ref": 1451.6333333333334 + }, + "6": { + "Dice": 0.847026678451195, + "FN": 26742.133333333335, + "FP": 53169.96666666667, + "IoU": 0.7613059917835853, + "TN": 3253546.2, + "TP": 206228.1, + "n_pred": 259398.06666666668, + "n_ref": 232970.23333333334 + }, + "7": { + "Dice": 0.7842053246929102, + "FN": 37136.03333333333, + "FP": 23869.2, + "IoU": 0.6749359979152809, + "TN": 3354826.6333333333, + "TP": 123854.53333333334, + "n_pred": 147723.73333333334, + "n_ref": 160990.56666666668 + }, + "8": { + "Dice": 0.7807940192286326, + "FN": 2176.6, + "FP": 1727.8666666666666, + "IoU": 0.6751092518479657, + "TN": 3528636.8, + "TP": 7145.133333333333, + "n_pred": 8873.0, + "n_ref": 9321.733333333334 + }, + "9": { + "Dice": 0.7227189201536128, + "FN": 2095.6, + "FP": 3271.9333333333334, + "IoU": 0.612263729402459, + "TN": 3523194.1333333333, + "TP": 11124.733333333334, + "n_pred": 14396.666666666666, + "n_ref": 13220.333333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9562752066445713, + "FN": 989, + "FP": 1201, + "IoU": 0.9162139413880175, + "TN": 2251878, + "TP": 23948, + "n_pred": 25149, + "n_ref": 24937 + }, + "10": { + "Dice": 0.8139234067291621, + "FN": 7479, + "FP": 5324, + "IoU": 0.6862317419860798, + "TN": 2237212, + "TP": 28001, + "n_pred": 33325, + "n_ref": 35480 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3082, + "FP": 0, + "IoU": 0.0, + "TN": 2274934, + "TP": 0, + "n_pred": 0, + "n_ref": 3082 + }, + "13": { + "Dice": 0.6065661849956169, + "FN": 5948, + "FP": 7965, + "IoU": 0.43530319019400926, + "TN": 2253378, + "TP": 10725, + "n_pred": 18690, + "n_ref": 16673 + }, + "14": { + "Dice": 0.7964899331611104, + "FN": 619, + "FP": 4344, + "IoU": 0.6618057921635434, + "TN": 2263341, + "TP": 9712, + "n_pred": 14056, + "n_ref": 10331 + }, + "15": { + "Dice": 0.7295213224606439, + "FN": 6837, + "FP": 15121, + "IoU": 0.574209811906147, + "TN": 2226446, + "TP": 29612, + "n_pred": 44733, + "n_ref": 36449 + }, + "2": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 2278014, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "3": { + "Dice": 0.9467397772677039, + "FN": 1415, + "FP": 1091, + "IoU": 0.8988659752209532, + "TN": 2253237, + "TP": 22273, + "n_pred": 23364, + "n_ref": 23688 + }, + "4": { + "Dice": 0.0, + "FN": 18, + "FP": 0, + "IoU": 0.0, + "TN": 2277998, + "TP": 0, + "n_pred": 0, + "n_ref": 18 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 129, + "IoU": 0.0, + "TN": 2277887, + "TP": 0, + "n_pred": 129, + "n_ref": 0 + }, + "6": { + "Dice": 0.9011782592170278, + "FN": 3709, + "FP": 1491, + "IoU": 0.8201314424074715, + "TN": 2249106, + "TP": 23710, + "n_pred": 25201, + "n_ref": 27419 + }, + "7": { + "Dice": 0.5328919446566506, + "FN": 6306, + "FP": 4700, + "IoU": 0.36322610506827124, + "TN": 2260732, + "TP": 6278, + "n_pred": 10978, + "n_ref": 12584 + }, + "8": { + "Dice": 0.9101459227467811, + "FN": 1938, + "FP": 679, + "IoU": 0.8351080587234578, + "TN": 2262145, + "TP": 13254, + "n_pred": 13933, + "n_ref": 15192 + }, + "9": { + "Dice": 0.9418742014031196, + "FN": 398, + "FP": 2013, + "IoU": 0.8901344269765322, + "TN": 2256071, + "TP": 19534, + "n_pred": 21547, + "n_ref": 19932 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9107974742974312, + "FN": 25175, + "FP": 21374, + "IoU": 0.8362058045265173, + "TN": 3220448, + "TP": 237643, + "n_pred": 259017, + "n_ref": 262818 + }, + "10": { + "Dice": 0.004351228674283925, + "FN": 47271, + "FP": 16341, + "IoU": 0.0021803579551693307, + "TN": 3440889, + "TP": 139, + "n_pred": 16480, + "n_ref": 47410 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 26, + "FP": 0, + "IoU": 0.0, + "TN": 3504614, + "TP": 0, + "n_pred": 0, + "n_ref": 26 + }, + "13": { + "Dice": 0.0, + "FN": 14280, + "FP": 12196, + "IoU": 0.0, + "TN": 3478164, + "TP": 0, + "n_pred": 12196, + "n_ref": 14280 + }, + "14": { + "Dice": 0.9700517645412892, + "FN": 4178, + "FP": 2672, + "IoU": 0.9418451638098634, + "TN": 3386851, + "TP": 110939, + "n_pred": 113611, + "n_ref": 115117 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 11399, + "IoU": 0.0, + "TN": 3493241, + "TP": 0, + "n_pred": 11399, + "n_ref": 0 + }, + "2": { + "Dice": 0.9523777840616111, + "FN": 2777, + "FP": 2949, + "IoU": 0.9090851354355213, + "TN": 3441658, + "TP": 57256, + "n_pred": 60205, + "n_ref": 60033 + }, + "3": { + "Dice": 0.9549643417126094, + "FN": 3215, + "FP": 5689, + "IoU": 0.9138102935909473, + "TN": 3401333, + "TP": 94403, + "n_pred": 100092, + "n_ref": 97618 + }, + "4": { + "Dice": 0.741872197309417, + "FN": 19566, + "FP": 696, + "IoU": 0.5896636221875696, + "TN": 3455261, + "TP": 29117, + "n_pred": 29813, + "n_ref": 48683 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9283340729104638, + "FN": 77287, + "FP": 41740, + "IoU": 0.866253231948563, + "TN": 2614697, + "TP": 770916, + "n_pred": 812656, + "n_ref": 848203 + }, + "7": { + "Dice": 0.8397994815655863, + "FN": 7715, + "FP": 7241, + "IoU": 0.7238399468212788, + "TN": 3450483, + "TP": 39201, + "n_pred": 46442, + "n_ref": 46916 + }, + "8": { + "Dice": 0.8712138018122557, + "FN": 5133, + "FP": 2414, + "IoU": 0.7718147185100078, + "TN": 3471566, + "TP": 25527, + "n_pred": 27941, + "n_ref": 30660 + }, + "9": { + "Dice": 0.37355355873036394, + "FN": 26079, + "FP": 12683, + "IoU": 0.22967467556986426, + "TN": 3454321, + "TP": 11557, + "n_pred": 24240, + "n_ref": 37636 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9635095805300374, + "FN": 9433, + "FP": 986, + "IoU": 0.9295885060112318, + "TN": 2655739, + "TP": 137554, + "n_pred": 138540, + "n_ref": 146987 + }, + "10": { + "Dice": 0.8090452261306532, + "FN": 1839, + "FP": 6825, + "IoU": 0.679324894514768, + "TN": 2776694, + "TP": 18354, + "n_pred": 25179, + "n_ref": 20193 + }, + "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": 0.657308299701702, + "FN": 7024, + "FP": 2741, + "IoU": 0.4895452169367486, + "TN": 2784582, + "TP": 9365, + "n_pred": 12106, + "n_ref": 16389 + }, + "14": { + "Dice": 0.9788835769051291, + "FN": 5886, + "FP": 947, + "IoU": 0.9586405181284426, + "TN": 2638502, + "TP": 158377, + "n_pred": 159324, + "n_ref": 164263 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7567567567567568, + "FN": 12, + "FP": 6, + "IoU": 0.6086956521739131, + "TN": 2803666, + "TP": 28, + "n_pred": 34, + "n_ref": 40 + }, + "3": { + "Dice": 0.8090671316477768, + "FN": 85, + "FP": 134, + "IoU": 0.6793557833089312, + "TN": 2803029, + "TP": 464, + "n_pred": 598, + "n_ref": 549 + }, + "4": { + "Dice": 0.8753986103185526, + "FN": 1980, + "FP": 5444, + "IoU": 0.7784079037698116, + "TN": 2770209, + "TP": 26079, + "n_pred": 31523, + "n_ref": 28059 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.926375939299976, + "FN": 4569, + "FP": 19602, + "IoU": 0.8628494583997685, + "TN": 2627475, + "TP": 152066, + "n_pred": 171668, + "n_ref": 156635 + }, + "7": { + "Dice": 0.7336408814619756, + "FN": 9257, + "FP": 31102, + "IoU": 0.5793308317698561, + "TN": 2707772, + "TP": 55581, + "n_pred": 86683, + "n_ref": 64838 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 4631, + "IoU": 0.0, + "TN": 2799081, + "TP": 0, + "n_pred": 4631, + "n_ref": 0 + }, + "9": { + "Dice": 0.917983097386157, + "FN": 1041, + "FP": 3559, + "IoU": 0.8483999604521636, + "TN": 2773369, + "TP": 25743, + "n_pred": 29302, + "n_ref": 26784 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8625788966294996, + "FN": 5867, + "FP": 1688, + "IoU": 0.7583637177764985, + "TN": 2421982, + "TP": 23711, + "n_pred": 25399, + "n_ref": 29578 + }, + "10": { + "Dice": 0.6788482257672123, + "FN": 22268, + "FP": 14694, + "IoU": 0.5138306128086074, + "TN": 2377221, + "TP": 39065, + "n_pred": 53759, + "n_ref": 61333 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1577, + "FP": 0, + "IoU": 0.0, + "TN": 2451671, + "TP": 0, + "n_pred": 0, + "n_ref": 1577 + }, + "13": { + "Dice": 0.40194570531817786, + "FN": 4246, + "FP": 43581, + "IoU": 0.25152193305059545, + "TN": 2389349, + "TP": 16072, + "n_pred": 59653, + "n_ref": 20318 + }, + "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": 0.964075528538383, + "FN": 2654, + "FP": 4024, + "IoU": 0.9306426820655561, + "TN": 2356964, + "TP": 89606, + "n_pred": 93630, + "n_ref": 92260 + }, + "4": { + "Dice": 0.5048888888888889, + "FN": 476, + "FP": 81, + "IoU": 0.3376932223543401, + "TN": 2452407, + "TP": 284, + "n_pred": 365, + "n_ref": 760 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 819, + "IoU": 0.0, + "TN": 2452429, + "TP": 0, + "n_pred": 819, + "n_ref": 0 + }, + "6": { + "Dice": 0.5590975968612065, + "FN": 870, + "FP": 5423, + "IoU": 0.3880190605854323, + "TN": 2442965, + "TP": 3990, + "n_pred": 9413, + "n_ref": 4860 + }, + "7": { + "Dice": 0.4508453094016395, + "FN": 17571, + "FP": 9292, + "IoU": 0.2910266561097915, + "TN": 2415358, + "TP": 11027, + "n_pred": 20319, + "n_ref": 28598 + }, + "8": { + "Dice": 0.688318199543201, + "FN": 1181, + "FP": 10009, + "IoU": 0.5247600441688609, + "TN": 2429702, + "TP": 12356, + "n_pred": 22365, + "n_ref": 13537 + }, + "9": { + "Dice": 0.7434345252829849, + "FN": 4865, + "FP": 6536, + "IoU": 0.5916401017228411, + "TN": 2425329, + "TP": 16518, + "n_pred": 23054, + "n_ref": 21383 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4461, + "IoU": 0.0, + "TN": 3675411, + "TP": 0, + "n_pred": 4461, + "n_ref": 0 + }, + "10": { + "Dice": 0.6956453201970443, + "FN": 2312, + "FP": 5411, + "IoU": 0.5333252764517493, + "TN": 3663323, + "TP": 8826, + "n_pred": 14237, + "n_ref": 11138 + }, + "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": 0.6000272294077604, + "FN": 13605, + "FP": 1084, + "IoU": 0.4285992142218073, + "TN": 3654165, + "TP": 11018, + "n_pred": 12102, + "n_ref": 24623 + }, + "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": 373, + "IoU": 0.0, + "TN": 3679499, + "TP": 0, + "n_pred": 373, + "n_ref": 0 + }, + "2": { + "Dice": 0.7217808985512838, + "FN": 17353, + "FP": 54760, + "IoU": 0.5646769773141609, + "TN": 3514218, + "TP": 93541, + "n_pred": 148301, + "n_ref": 110894 + }, + "3": { + "Dice": 0.5429703511408662, + "FN": 57534, + "FP": 22746, + "IoU": 0.372655663915979, + "TN": 3551904, + "TP": 47688, + "n_pred": 70434, + "n_ref": 105222 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 25794, + "IoU": 0.0, + "TN": 3654078, + "TP": 0, + "n_pred": 25794, + "n_ref": 0 + }, + "5": { + "Dice": 0.7761248021704725, + "FN": 3419, + "FP": 1532, + "IoU": 0.6341535505800635, + "TN": 3666339, + "TP": 8582, + "n_pred": 10114, + "n_ref": 12001 + }, + "6": { + "Dice": 0.9314903905096782, + "FN": 8167, + "FP": 19773, + "IoU": 0.8717660395716967, + "TN": 3461989, + "TP": 189943, + "n_pred": 209716, + "n_ref": 198110 + }, + "7": { + "Dice": 0.924848049508233, + "FN": 9931, + "FP": 17271, + "IoU": 0.8602021780132696, + "TN": 3485291, + "TP": 167379, + "n_pred": 184650, + "n_ref": 177310 + }, + "8": { + "Dice": 0.8916730328495034, + "FN": 501, + "FP": 917, + "IoU": 0.8045216432313207, + "TN": 3672618, + "TP": 5836, + "n_pred": 6753, + "n_ref": 6337 + }, + "9": { + "Dice": 0.7930456270408613, + "FN": 2363, + "FP": 2327, + "IoU": 0.6570634688505411, + "TN": 3666196, + "TP": 8986, + "n_pred": 11313, + "n_ref": 11349 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7837618403247631, + "FN": 588, + "FP": 1010, + "IoU": 0.6444147752558967, + "TN": 3324914, + "TP": 2896, + "n_pred": 3906, + "n_ref": 3484 + }, + "10": { + "Dice": 0.5835952963092328, + "FN": 9099, + "FP": 5207, + "IoU": 0.41202581069417615, + "TN": 3305077, + "TP": 10025, + "n_pred": 15232, + "n_ref": 19124 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 154, + "FP": 0, + "IoU": 0.0, + "TN": 3329254, + "TP": 0, + "n_pred": 0, + "n_ref": 154 + }, + "13": { + "Dice": 0.17047672610579945, + "FN": 49998, + "FP": 150, + "IoU": 0.09318095513643515, + "TN": 3274107, + "TP": 5153, + "n_pred": 5303, + "n_ref": 55151 + }, + "14": { + "Dice": 0.7507696646377289, + "FN": 10130, + "FP": 475, + "IoU": 0.6009857777108887, + "TN": 3302830, + "TP": 15973, + "n_pred": 16448, + "n_ref": 26103 + }, + "15": { + "Dice": 0.7709837261362779, + "FN": 2395, + "FP": 6710, + "IoU": 0.6273177520363472, + "TN": 3304977, + "TP": 15326, + "n_pred": 22036, + "n_ref": 17721 + }, + "2": { + "Dice": 0.024000842134811746, + "FN": 27651, + "FP": 164, + "IoU": 0.012146180345917534, + "TN": 3301251, + "TP": 342, + "n_pred": 506, + "n_ref": 27993 + }, + "3": { + "Dice": 0.8081846024920938, + "FN": 4072, + "FP": 34382, + "IoU": 0.6781122346480948, + "TN": 3209944, + "TP": 81010, + "n_pred": 115392, + "n_ref": 85082 + }, + "4": { + "Dice": 0.8687089715536105, + "FN": 1953, + "FP": 8127, + "IoU": 0.7678916827852998, + "TN": 3285980, + "TP": 33348, + "n_pred": 41475, + "n_ref": 35301 + }, + "5": { + "Dice": 0.3910997004706889, + "FN": 1414, + "FP": 9, + "IoU": 0.24308510638297873, + "TN": 3327528, + "TP": 457, + "n_pred": 466, + "n_ref": 1871 + }, + "6": { + "Dice": 0.866562096391633, + "FN": 10934, + "FP": 27603, + "IoU": 0.764543071687369, + "TN": 3165739, + "TP": 125132, + "n_pred": 152735, + "n_ref": 136066 + }, + "7": { + "Dice": 0.6853070092859671, + "FN": 288404, + "FP": 45878, + "IoU": 0.521267713547149, + "TN": 2631143, + "TP": 363983, + "n_pred": 409861, + "n_ref": 652387 + }, + "8": { + "Dice": 0.8, + "FN": 78, + "FP": 34, + "IoU": 0.6666666666666666, + "TN": 3329072, + "TP": 224, + "n_pred": 258, + "n_ref": 302 + }, + "9": { + "Dice": 0.5134056962612488, + "FN": 562, + "FP": 4683, + "IoU": 0.3453569645531702, + "TN": 3321396, + "TP": 2767, + "n_pred": 7450, + "n_ref": 3329 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5036676798378926, + "FN": 303, + "FP": 36438, + "IoU": 0.3366014842099561, + "TN": 8005289, + "TP": 18642, + "n_pred": 55080, + "n_ref": 18945 + }, + "10": { + "Dice": 0.6992220133667502, + "FN": 7361, + "FP": 15681, + "IoU": 0.5375413948820873, + "TN": 8010847, + "TP": 26783, + "n_pred": 42464, + "n_ref": 34144 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 8060672, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1649, + "FP": 0, + "IoU": 0.0, + "TN": 8059023, + "TP": 0, + "n_pred": 0, + "n_ref": 1649 + }, + "13": { + "Dice": 0.6677721793481727, + "FN": 5895, + "FP": 4523, + "IoU": 0.5012447338184604, + "TN": 8039784, + "TP": 10470, + "n_pred": 14993, + "n_ref": 16365 + }, + "14": { + "Dice": 0.017928857593784146, + "FN": 1409, + "FP": 200824, + "IoU": 0.009045516687165264, + "TN": 7856593, + "TP": 1846, + "n_pred": 202670, + "n_ref": 3255 + }, + "15": { + "Dice": 0.596241212758835, + "FN": 301, + "FP": 8142, + "IoU": 0.42474620153982423, + "TN": 8045995, + "TP": 6234, + "n_pred": 14376, + "n_ref": 6535 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 542, + "IoU": 0.0, + "TN": 8060130, + "TP": 0, + "n_pred": 542, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 8, + "FP": 24747, + "IoU": 0.0, + "TN": 8035917, + "TP": 0, + "n_pred": 24747, + "n_ref": 8 + }, + "4": { + "Dice": 0.16545943041375605, + "FN": 2237, + "FP": 36590, + "IoU": 0.0901912081732121, + "TN": 8017996, + "TP": 3849, + "n_pred": 40439, + "n_ref": 6086 + }, + "5": { + "Dice": 0.0, + "FN": 460, + "FP": 0, + "IoU": 0.0, + "TN": 8060212, + "TP": 0, + "n_pred": 0, + "n_ref": 460 + }, + "6": { + "Dice": 0.619953335731964, + "FN": 4266, + "FP": 274594, + "IoU": 0.4492263571832054, + "TN": 7554366, + "TP": 227446, + "n_pred": 502040, + "n_ref": 231712 + }, + "7": { + "Dice": 0.6860975390267271, + "FN": 20170, + "FP": 98428, + "IoU": 0.5221830077999098, + "TN": 7812464, + "TP": 129610, + "n_pred": 228038, + "n_ref": 149780 + }, + "8": { + "Dice": 0.7762422290800125, + "FN": 3099, + "FP": 1904, + "IoU": 0.6343103574300124, + "TN": 8046991, + "TP": 8678, + "n_pred": 10582, + "n_ref": 11777 + }, + "9": { + "Dice": 0.2108193150187583, + "FN": 33, + "FP": 6488, + "IoU": 0.11783008658008658, + "TN": 8053280, + "TP": 871, + "n_pred": 7359, + "n_ref": 904 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9152851388594445, + "FN": 8395, + "FP": 11585, + "IoU": 0.8438025251143337, + "TN": 3902421, + "TP": 107935, + "n_pred": 119520, + "n_ref": 116330 + }, + "10": { + "Dice": 0.6309713286556524, + "FN": 7841, + "FP": 25083, + "IoU": 0.4608897840218762, + "TN": 3969265, + "TP": 28147, + "n_pred": 53230, + "n_ref": 35988 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 4825, + "FP": 0, + "IoU": 0.0, + "TN": 4025511, + "TP": 0, + "n_pred": 0, + "n_ref": 4825 + }, + "13": { + "Dice": 0.2676056338028169, + "FN": 14616, + "FP": 984, + "IoU": 0.15447154471544716, + "TN": 4011886, + "TP": 2850, + "n_pred": 3834, + "n_ref": 17466 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 92, + "IoU": 0.0, + "TN": 4030244, + "TP": 0, + "n_pred": 92, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 959, + "IoU": 0.0, + "TN": 4029377, + "TP": 0, + "n_pred": 959, + "n_ref": 0 + }, + "3": { + "Dice": 0.939523434150659, + "FN": 1974, + "FP": 2399, + "IoU": 0.8859445502203908, + "TN": 3991995, + "TP": 33968, + "n_pred": 36367, + "n_ref": 35942 + }, + "4": { + "Dice": 0.9150813008130081, + "FN": 1348, + "FP": 2830, + "IoU": 0.843456105511634, + "TN": 4003647, + "TP": 22511, + "n_pred": 25341, + "n_ref": 23859 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.44470150621505256, + "FN": 2057, + "FP": 367573, + "IoU": 0.2859267902541554, + "TN": 3512700, + "TP": 148006, + "n_pred": 515579, + "n_ref": 150063 + }, + "7": { + "Dice": 0.6448489581691881, + "FN": 455203, + "FP": 6824, + "IoU": 0.475850247141452, + "TN": 3148857, + "TP": 419452, + "n_pred": 426276, + "n_ref": 874655 + }, + "8": { + "Dice": 0.7840909090909091, + "FN": 36, + "FP": 40, + "IoU": 0.6448598130841121, + "TN": 4030122, + "TP": 138, + "n_pred": 178, + "n_ref": 174 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8660817512250947, + "FN": 64377, + "FP": 4080, + "IoU": 0.7637955841709193, + "TN": 6719459, + "TP": 221364, + "n_pred": 225444, + "n_ref": 285741 + }, + "10": { + "Dice": 0.6965877279261558, + "FN": 5109, + "FP": 14942, + "IoU": 0.534433918454537, + "TN": 6966212, + "TP": 23017, + "n_pred": 37959, + "n_ref": 28126 + }, + "11": { + "Dice": 0.0026396832380114386, + "FN": 4500, + "FP": 34, + "IoU": 0.0013215859030837004, + "TN": 7004740, + "TP": 6, + "n_pred": 40, + "n_ref": 4506 + }, + "12": { + "Dice": 0.0, + "FN": 3721, + "FP": 0, + "IoU": 0.0, + "TN": 7005559, + "TP": 0, + "n_pred": 0, + "n_ref": 3721 + }, + "13": { + "Dice": 0.585966676242459, + "FN": 7161, + "FP": 4369, + "IoU": 0.4143938239626187, + "TN": 6989591, + "TP": 8159, + "n_pred": 12528, + "n_ref": 15320 + }, + "14": { + "Dice": 0.8470833842710577, + "FN": 3556, + "FP": 12705, + "IoU": 0.7347308319738989, + "TN": 6947980, + "TP": 45039, + "n_pred": 57744, + "n_ref": 48595 + }, + "15": { + "Dice": 0.43019956272968324, + "FN": 1616, + "FP": 35131, + "IoU": 0.27404729449416226, + "TN": 6958661, + "TP": 13872, + "n_pred": 49003, + "n_ref": 15488 + }, + "2": { + "Dice": 0.7738121067476676, + "FN": 1526, + "FP": 6814, + "IoU": 0.6310713969742546, + "TN": 6986674, + "TP": 14266, + "n_pred": 21080, + "n_ref": 15792 + }, + "3": { + "Dice": 0.9036625423353813, + "FN": 13660, + "FP": 8982, + "IoU": 0.8242558311017969, + "TN": 6880445, + "TP": 106193, + "n_pred": 115175, + "n_ref": 119853 + }, + "4": { + "Dice": 0.8674395788135476, + "FN": 7834, + "FP": 1759, + "IoU": 0.7659102000976086, + "TN": 6968300, + "TP": 31387, + "n_pred": 33146, + "n_ref": 39221 + }, + "5": { + "Dice": 0.5333333333333333, + "FN": 3130, + "FP": 1861, + "IoU": 0.36363636363636365, + "TN": 7001437, + "TP": 2852, + "n_pred": 4713, + "n_ref": 5982 + }, + "6": { + "Dice": 0.7639526734023113, + "FN": 11093, + "FP": 62664, + "IoU": 0.6180610215833299, + "TN": 6816168, + "TP": 119355, + "n_pred": 182019, + "n_ref": 130448 + }, + "7": { + "Dice": 0.9338444678200936, + "FN": 5075, + "FP": 9956, + "IoU": 0.8758989093370982, + "TN": 6888161, + "TP": 106088, + "n_pred": 116044, + "n_ref": 111163 + }, + "8": { + "Dice": 0.900481909278666, + "FN": 2369, + "FP": 2835, + "IoU": 0.8189787115625434, + "TN": 6980532, + "TP": 23544, + "n_pred": 26379, + "n_ref": 25913 + }, + "9": { + "Dice": 0.8428381312600687, + "FN": 4266, + "FP": 6953, + "IoU": 0.7283666650525398, + "TN": 6967978, + "TP": 30083, + "n_pred": 37036, + "n_ref": 34349 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6451612903225806, + "FN": 11, + "FP": 0, + "IoU": 0.47619047619047616, + "TN": 1401835, + "TP": 10, + "n_pred": 10, + "n_ref": 21 + }, + "10": { + "Dice": 0.8587487693546944, + "FN": 3792, + "FP": 4099, + "IoU": 0.7524625133320786, + "TN": 1369978, + "TP": 23987, + "n_pred": 28086, + "n_ref": 27779 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 568, + "FP": 0, + "IoU": 0.0, + "TN": 1401288, + "TP": 0, + "n_pred": 0, + "n_ref": 568 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9814961891624517, + "FN": 4082, + "FP": 1230, + "IoU": 0.9636647194823317, + "TN": 1255662, + "TP": 140882, + "n_pred": 142112, + "n_ref": 144964 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 451, + "IoU": 0.0, + "TN": 1401405, + "TP": 0, + "n_pred": 451, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 1401822, + "TP": 0, + "n_pred": 34, + "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": 0.9745245341020624, + "FN": 2913, + "FP": 5341, + "IoU": 0.950314821280233, + "TN": 1235730, + "TP": 157872, + "n_pred": 163213, + "n_ref": 160785 + }, + "7": { + "Dice": 0.9476569900261882, + "FN": 1804, + "FP": 2893, + "IoU": 0.9005210098271772, + "TN": 1354640, + "TP": 42519, + "n_pred": 45412, + "n_ref": 44323 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9648764339934935, + "FN": 2001, + "FP": 1076, + "IoU": 0.9321364769193445, + "TN": 2232675, + "TP": 42264, + "n_pred": 43340, + "n_ref": 44265 + }, + "10": { + "Dice": 0.8219492440604752, + "FN": 6681, + "FP": 6509, + "IoU": 0.6977197204079294, + "TN": 2234381, + "TP": 30445, + "n_pred": 36954, + "n_ref": 37126 + }, + "11": { + "Dice": 0.0, + "FN": 36, + "FP": 0, + "IoU": 0.0, + "TN": 2277980, + "TP": 0, + "n_pred": 0, + "n_ref": 36 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7776083529320549, + "FN": 3344, + "FP": 5261, + "IoU": 0.6361368345384583, + "TN": 2254367, + "TP": 15044, + "n_pred": 20305, + "n_ref": 18388 + }, + "14": { + "Dice": 0.9341712801435222, + "FN": 1106, + "FP": 4875, + "IoU": 0.8764741114025486, + "TN": 2229597, + "TP": 42438, + "n_pred": 47313, + "n_ref": 43544 + }, + "15": { + "Dice": 0.9072673865150814, + "FN": 5354, + "FP": 8284, + "IoU": 0.8302739163441315, + "TN": 2197663, + "TP": 66715, + "n_pred": 74999, + "n_ref": 72069 + }, + "2": { + "Dice": 0.565425023877746, + "FN": 398, + "FP": 57, + "IoU": 0.3941411451398136, + "TN": 2277265, + "TP": 296, + "n_pred": 353, + "n_ref": 694 + }, + "3": { + "Dice": 0.9500523012552301, + "FN": 240, + "FP": 1288, + "IoU": 0.9048567870485679, + "TN": 2261956, + "TP": 14532, + "n_pred": 15820, + "n_ref": 14772 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 96, + "IoU": 0.0, + "TN": 2277920, + "TP": 0, + "n_pred": 96, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9287449915061678, + "FN": 3008, + "FP": 6933, + "IoU": 0.8669691008604654, + "TN": 2203289, + "TP": 64786, + "n_pred": 71719, + "n_ref": 67794 + }, + "7": { + "Dice": 0.8948655256723717, + "FN": 2811, + "FP": 3037, + "IoU": 0.8097345132743363, + "TN": 2247280, + "TP": 24888, + "n_pred": 27925, + "n_ref": 27699 + }, + "8": { + "Dice": 0.7784917145755834, + "FN": 252, + "FP": 403, + "IoU": 0.6373200442967885, + "TN": 2276210, + "TP": 1151, + "n_pred": 1554, + "n_ref": 1403 + }, + "9": { + "Dice": 0.8589732377120868, + "FN": 3853, + "FP": 2597, + "IoU": 0.7528072663166366, + "TN": 2251923, + "TP": 19643, + "n_pred": 22240, + "n_ref": 23496 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9621853834294722, + "FN": 239, + "FP": 4127, + "IoU": 0.9271264521297904, + "TN": 5197048, + "TP": 55546, + "n_pred": 59673, + "n_ref": 55785 + }, + "10": { + "Dice": 0.4288483611784211, + "FN": 859, + "FP": 43925, + "IoU": 0.2729516047859474, + "TN": 5195363, + "TP": 16813, + "n_pred": 60738, + "n_ref": 17672 + }, + "11": { + "Dice": 0.0, + "FN": 582, + "FP": 0, + "IoU": 0.0, + "TN": 5256378, + "TP": 0, + "n_pred": 0, + "n_ref": 582 + }, + "12": { + "Dice": 0.0, + "FN": 838, + "FP": 0, + "IoU": 0.0, + "TN": 5256122, + "TP": 0, + "n_pred": 0, + "n_ref": 838 + }, + "13": { + "Dice": 0.2598144182726624, + "FN": 8576, + "FP": 2831, + "IoU": 0.14930270713699753, + "TN": 5243551, + "TP": 2002, + "n_pred": 4833, + "n_ref": 10578 + }, + "14": { + "Dice": 0.1232626321123498, + "FN": 5221, + "FP": 188559, + "IoU": 0.06567921235089344, + "TN": 5049558, + "TP": 13622, + "n_pred": 202181, + "n_ref": 18843 + }, + "15": { + "Dice": 0.7732005062670967, + "FN": 747, + "FP": 32583, + "IoU": 0.6302582534611288, + "TN": 5166816, + "TP": 56814, + "n_pred": 89397, + "n_ref": 57561 + }, + "2": { + "Dice": 0.9758291174817313, + "FN": 2747, + "FP": 1338, + "IoU": 0.9527991218441273, + "TN": 5170415, + "TP": 82460, + "n_pred": 83798, + "n_ref": 85207 + }, + "3": { + "Dice": 0.9738602153453934, + "FN": 2573, + "FP": 2246, + "IoU": 0.9490521953333968, + "TN": 5162373, + "TP": 89768, + "n_pred": 92014, + "n_ref": 92341 + }, + "4": { + "Dice": 0.6139575971731449, + "FN": 2913, + "FP": 17189, + "IoU": 0.4429572976418101, + "TN": 5220873, + "TP": 15985, + "n_pred": 33174, + "n_ref": 18898 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5256960, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4459608764421288, + "FN": 2675, + "FP": 187879, + "IoU": 0.28696888622799305, + "TN": 4989715, + "TP": 76691, + "n_pred": 264570, + "n_ref": 79366 + }, + "7": { + "Dice": 0.8054386188416895, + "FN": 32298, + "FP": 106677, + "IoU": 0.674254694271711, + "TN": 4830323, + "TP": 287662, + "n_pred": 394339, + "n_ref": 319960 + }, + "8": { + "Dice": 0.9319957557634803, + "FN": 241, + "FP": 464, + "IoU": 0.8726517341040463, + "TN": 5251424, + "TP": 4831, + "n_pred": 5295, + "n_ref": 5072 + }, + "9": { + "Dice": 0.49696969696969695, + "FN": 1, + "FP": 82, + "IoU": 0.33064516129032256, + "TN": 5256836, + "TP": 41, + "n_pred": 123, + "n_ref": 42 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.916119981845938, + "FN": 1593, + "FP": 440, + "IoU": 0.8452226874762087, + "TN": 1213489, + "TP": 11102, + "n_pred": 11542, + "n_ref": 12695 + }, + "10": { + "Dice": 0.8052022120604141, + "FN": 6121, + "FP": 13006, + "IoU": 0.673923420505302, + "TN": 1167966, + "TP": 39531, + "n_pred": 52537, + "n_ref": 45652 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 120, + "FP": 0, + "IoU": 0.0, + "TN": 1226504, + "TP": 0, + "n_pred": 0, + "n_ref": 120 + }, + "13": { + "Dice": 0.6531170607777995, + "FN": 14222, + "FP": 1753, + "IoU": 0.4849100406268137, + "TN": 1195610, + "TP": 15039, + "n_pred": 16792, + "n_ref": 29261 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5415, + "IoU": 0.0, + "TN": 1221209, + "TP": 0, + "n_pred": 5415, + "n_ref": 0 + }, + "15": { + "Dice": 0.9059186951686643, + "FN": 12358, + "FP": 6677, + "IoU": 0.828017708709794, + "TN": 1115944, + "TP": 91645, + "n_pred": 98322, + "n_ref": 104003 + }, + "2": { + "Dice": 0.9109189130197534, + "FN": 9156, + "FP": 3904, + "IoU": 0.8364105518951825, + "TN": 1146790, + "TP": 66774, + "n_pred": 70678, + "n_ref": 75930 + }, + "3": { + "Dice": 0.907608695652174, + "FN": 112, + "FP": 58, + "IoU": 0.8308457711442786, + "TN": 1225619, + "TP": 835, + "n_pred": 893, + "n_ref": 947 + }, + "4": { + "Dice": 0.6823, + "FN": 6213, + "FP": 141, + "IoU": 0.5177961599757153, + "TN": 1213447, + "TP": 6823, + "n_pred": 6964, + "n_ref": 13036 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9508639274584433, + "FN": 14429, + "FP": 8796, + "IoU": 0.9063304106539327, + "TN": 978678, + "TP": 224721, + "n_pred": 233517, + "n_ref": 239150 + }, + "7": { + "Dice": 0.8884627816166257, + "FN": 21125, + "FP": 4411, + "IoU": 0.7993099708427315, + "TN": 1099383, + "TP": 101705, + "n_pred": 106116, + "n_ref": 122830 + }, + "8": { + "Dice": 0.8507388941292728, + "FN": 2019, + "FP": 1304, + "IoU": 0.7402485734385993, + "TN": 1213831, + "TP": 9470, + "n_pred": 10774, + "n_ref": 11489 + }, + "9": { + "Dice": 0.8983120065341682, + "FN": 3383, + "FP": 1099, + "IoU": 0.8153960212529346, + "TN": 1202345, + "TP": 19797, + "n_pred": 20896, + "n_ref": 23180 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.948394203881027, + "FN": 241, + "FP": 368, + "IoU": 0.901853344077357, + "TN": 1746115, + "TP": 5596, + "n_pred": 5964, + "n_ref": 5837 + }, + "10": { + "Dice": 0.876500447894894, + "FN": 1534, + "FP": 6738, + "IoU": 0.780152022537607, + "TN": 1714694, + "TP": 29354, + "n_pred": 36092, + "n_ref": 30888 + }, + "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": 0.41738251642243557, + "FN": 1064, + "FP": 89, + "IoU": 0.26372924648786716, + "TN": 1750754, + "TP": 413, + "n_pred": 502, + "n_ref": 1477 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 256, + "IoU": 0.0, + "TN": 1752064, + "TP": 0, + "n_pred": 256, + "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": 1069, + "IoU": 0.0, + "TN": 1751251, + "TP": 0, + "n_pred": 1069, + "n_ref": 0 + }, + "3": { + "Dice": 0.9642982379240818, + "FN": 2172, + "FP": 1086, + "IoU": 0.9310578327020336, + "TN": 1705063, + "TP": 43999, + "n_pred": 45085, + "n_ref": 46171 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5726618705035971, + "FN": 252, + "FP": 45, + "IoU": 0.4012096774193548, + "TN": 1751824, + "TP": 199, + "n_pred": 244, + "n_ref": 451 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9565746412687757, + "FN": 3506, + "FP": 634, + "IoU": 0.9167638425348827, + "TN": 1702582, + "TP": 45598, + "n_pred": 46232, + "n_ref": 49104 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5703517587939698, + "FN": 284, + "FP": 58, + "IoU": 0.3989455184534271, + "TN": 1751751, + "TP": 227, + "n_pred": 285, + "n_ref": 511 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.973875382572039, + "FN": 3753, + "FP": 771, + "IoU": 0.9490810044233345, + "TN": 2890097, + "TP": 84323, + "n_pred": 85094, + "n_ref": 88076 + }, + "10": { + "Dice": 0.7601696717926901, + "FN": 8928, + "FP": 10239, + "IoU": 0.6131239529297782, + "TN": 2929401, + "TP": 30376, + "n_pred": 40615, + "n_ref": 39304 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3942, + "FP": 0, + "IoU": 0.0, + "TN": 2975002, + "TP": 0, + "n_pred": 0, + "n_ref": 3942 + }, + "13": { + "Dice": 0.6316589778613954, + "FN": 9962, + "FP": 18622, + "IoU": 0.46162394289266007, + "TN": 2925851, + "TP": 24509, + "n_pred": 43131, + "n_ref": 34471 + }, + "14": { + "Dice": 0.8997027056623823, + "FN": 10980, + "FP": 13749, + "IoU": 0.8176905553548653, + "TN": 2843301, + "TP": 110914, + "n_pred": 124663, + "n_ref": 121894 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 79737, + "IoU": 0.0, + "TN": 2899207, + "TP": 0, + "n_pred": 79737, + "n_ref": 0 + }, + "2": { + "Dice": 0.9492490310077519, + "FN": 428, + "FP": 410, + "IoU": 0.903400576368876, + "TN": 2970269, + "TP": 7837, + "n_pred": 8247, + "n_ref": 8265 + }, + "3": { + "Dice": 0.9584014120198902, + "FN": 8339, + "FP": 3398, + "IoU": 0.9201254908365829, + "TN": 2832001, + "TP": 135206, + "n_pred": 138604, + "n_ref": 143545 + }, + "4": { + "Dice": 0.8996661451865232, + "FN": 1816, + "FP": 4405, + "IoU": 0.8176301594746717, + "TN": 2944832, + "TP": 27891, + "n_pred": 32296, + "n_ref": 29707 + }, + "5": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 2978862, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "6": { + "Dice": 0.9608839730746344, + "FN": 5285, + "FP": 9045, + "IoU": 0.9247128791938551, + "TN": 2788606, + "TP": 176008, + "n_pred": 185053, + "n_ref": 181293 + }, + "7": { + "Dice": 0.9056148825994316, + "FN": 13951, + "FP": 8596, + "IoU": 0.8275102321845236, + "TN": 2848229, + "TP": 108168, + "n_pred": 116764, + "n_ref": 122119 + }, + "8": { + "Dice": 0.9621842688862648, + "FN": 1136, + "FP": 177, + "IoU": 0.9271243825276128, + "TN": 2960927, + "TP": 16704, + "n_pred": 16881, + "n_ref": 17840 + }, + "9": { + "Dice": 0.9404257905078292, + "FN": 630, + "FP": 2311, + "IoU": 0.8875506614666973, + "TN": 2952790, + "TP": 23213, + "n_pred": 25524, + "n_ref": 23843 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9527545327754533, + "FN": 2550, + "FP": 160, + "IoU": 0.9097719327451307, + "TN": 1897517, + "TP": 27325, + "n_pred": 27485, + "n_ref": 29875 + }, + "10": { + "Dice": 0.8512268539633312, + "FN": 7348, + "FP": 8962, + "IoU": 0.7409877719548992, + "TN": 1864582, + "TP": 46660, + "n_pred": 55622, + "n_ref": 54008 + }, + "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": 0.7757449164485605, + "FN": 12353, + "FP": 5469, + "IoU": 0.6336464735749379, + "TN": 1878905, + "TP": 30825, + "n_pred": 36294, + "n_ref": 43178 + }, + "14": { + "Dice": 0.8057465994192267, + "FN": 6389, + "FP": 3779, + "IoU": 0.6746864601996416, + "TN": 1896296, + "TP": 21088, + "n_pred": 24867, + "n_ref": 27477 + }, + "15": { + "Dice": 0.7448736289938007, + "FN": 4385, + "FP": 2035, + "IoU": 0.5934650455927052, + "TN": 1911760, + "TP": 9372, + "n_pred": 11407, + "n_ref": 13757 + }, + "2": { + "Dice": 0.893503947164749, + "FN": 3548, + "FP": 580, + "IoU": 0.8075075775238983, + "TN": 1906107, + "TP": 17317, + "n_pred": 17897, + "n_ref": 20865 + }, + "3": { + "Dice": 0.9026505200657825, + "FN": 2556, + "FP": 6560, + "IoU": 0.8225734249401506, + "TN": 1876173, + "TP": 42263, + "n_pred": 48823, + "n_ref": 44819 + }, + "4": { + "Dice": 0.8488469737097086, + "FN": 639, + "FP": 4041, + "IoU": 0.7373884742719263, + "TN": 1909731, + "TP": 13141, + "n_pred": 17182, + "n_ref": 13780 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1927550, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "6": { + "Dice": 0.9255765623524014, + "FN": 5472, + "FP": 11073, + "IoU": 0.8614634881559446, + "TN": 1808125, + "TP": 102882, + "n_pred": 113955, + "n_ref": 108354 + }, + "7": { + "Dice": 0.9505939159033147, + "FN": 2044, + "FP": 9989, + "IoU": 0.9058399129842792, + "TN": 1799759, + "TP": 115760, + "n_pred": 125749, + "n_ref": 117804 + }, + "8": { + "Dice": 0.9240162822252375, + "FN": 278, + "FP": 58, + "IoU": 0.8587641866330391, + "TN": 1925173, + "TP": 2043, + "n_pred": 2101, + "n_ref": 2321 + }, + "9": { + "Dice": 0.9318228772123132, + "FN": 277, + "FP": 1703, + "IoU": 0.8723486557926633, + "TN": 1912041, + "TP": 13531, + "n_pred": 15234, + "n_ref": 13808 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2707987987987988, + "FN": 6126, + "FP": 24227, + "IoU": 0.15660340659646002, + "TN": 6272363, + "TP": 5636, + "n_pred": 29863, + "n_ref": 11762 + }, + "10": { + "Dice": 0.0, + "FN": 268, + "FP": 25673, + "IoU": 0.0, + "TN": 6282411, + "TP": 0, + "n_pred": 25673, + "n_ref": 268 + }, + "11": { + "Dice": 0.004857737682165163, + "FN": 2868, + "FP": 0, + "IoU": 0.002434782608695652, + "TN": 6305477, + "TP": 7, + "n_pred": 7, + "n_ref": 2875 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6308352, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 11757, + "FP": 3520, + "IoU": 0.0, + "TN": 6293075, + "TP": 0, + "n_pred": 3520, + "n_ref": 11757 + }, + "14": { + "Dice": 0.0, + "FN": 38, + "FP": 130394, + "IoU": 0.0, + "TN": 6177920, + "TP": 0, + "n_pred": 130394, + "n_ref": 38 + }, + "15": { + "Dice": 0.4750397633730502, + "FN": 3508, + "FP": 15305, + "IoU": 0.3115096065873742, + "TN": 6281027, + "TP": 8512, + "n_pred": 23817, + "n_ref": 12020 + }, + "2": { + "Dice": 0.8970322580645161, + "FN": 155, + "FP": 244, + "IoU": 0.8132896583996256, + "TN": 6306215, + "TP": 1738, + "n_pred": 1982, + "n_ref": 1893 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1811, + "IoU": 0.0, + "TN": 6306541, + "TP": 0, + "n_pred": 1811, + "n_ref": 0 + }, + "4": { + "Dice": 0.5296697719940552, + "FN": 17209, + "FP": 8741, + "IoU": 0.3602386470095163, + "TN": 6267790, + "TP": 14612, + "n_pred": 23353, + "n_ref": 31821 + }, + "5": { + "Dice": 0.0, + "FN": 938, + "FP": 0, + "IoU": 0.0, + "TN": 6307414, + "TP": 0, + "n_pred": 0, + "n_ref": 938 + }, + "6": { + "Dice": 0.7829469497722753, + "FN": 12050, + "FP": 157132, + "IoU": 0.6433137402069506, + "TN": 5834036, + "TP": 305134, + "n_pred": 462266, + "n_ref": 317184 + }, + "7": { + "Dice": 0.7263282378525961, + "FN": 2567, + "FP": 66395, + "IoU": 0.570263280884873, + "TN": 6147877, + "TP": 91513, + "n_pred": 157908, + "n_ref": 94080 + }, + "8": { + "Dice": 0.5927775643488282, + "FN": 60, + "FP": 2060, + "IoU": 0.42123942123942126, + "TN": 6304689, + "TP": 1543, + "n_pred": 3603, + "n_ref": 1603 + }, + "9": { + "Dice": 0.6615646258503401, + "FN": 2133, + "FP": 1847, + "IoU": 0.49428208386277, + "TN": 6300482, + "TP": 3890, + "n_pred": 5737, + "n_ref": 6023 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9580782920207368, + "FN": 13264, + "FP": 1235, + "IoU": 0.9195300229216501, + "TN": 5952941, + "TP": 165680, + "n_pred": 166915, + "n_ref": 178944 + }, + "10": { + "Dice": 0.8670656849909031, + "FN": 5497, + "FP": 10139, + "IoU": 0.7653274099866425, + "TN": 6066491, + "TP": 50993, + "n_pred": 61132, + "n_ref": 56490 + }, + "11": { + "Dice": 0.07081694052302707, + "FN": 4014, + "FP": 1, + "IoU": 0.03670825335892514, + "TN": 6128952, + "TP": 153, + "n_pred": 154, + "n_ref": 4167 + }, + "12": { + "Dice": 0.0, + "FN": 467, + "FP": 0, + "IoU": 0.0, + "TN": 6132653, + "TP": 0, + "n_pred": 0, + "n_ref": 467 + }, + "13": { + "Dice": 0.5535593678238552, + "FN": 20564, + "FP": 5876, + "IoU": 0.3827045199850579, + "TN": 6090288, + "TP": 16392, + "n_pred": 22268, + "n_ref": 36956 + }, + "14": { + "Dice": 0.1966908022914304, + "FN": 3052, + "FP": 24573, + "IoU": 0.10907214499951624, + "TN": 6102113, + "TP": 3382, + "n_pred": 27955, + "n_ref": 6434 + }, + "15": { + "Dice": 0.5534541017458232, + "FN": 34421, + "FP": 22669, + "IoU": 0.38260389968529995, + "TN": 6040651, + "TP": 35379, + "n_pred": 58048, + "n_ref": 69800 + }, + "2": { + "Dice": 0.9584241287250163, + "FN": 3690, + "FP": 2072, + "IoU": 0.9201673686544004, + "TN": 6060944, + "TP": 66414, + "n_pred": 68486, + "n_ref": 70104 + }, + "3": { + "Dice": 0.9689377652830605, + "FN": 1974, + "FP": 2534, + "IoU": 0.939747119677083, + "TN": 6058302, + "TP": 70310, + "n_pred": 72844, + "n_ref": 72284 + }, + "4": { + "Dice": 0.5981821454283658, + "FN": 17029, + "FP": 831, + "IoU": 0.42671888040059064, + "TN": 6101966, + "TP": 13294, + "n_pred": 14125, + "n_ref": 30323 + }, + "5": { + "Dice": 0.0008394543546694648, + "FN": 4761, + "FP": 0, + "IoU": 0.000419903422212891, + "TN": 6128357, + "TP": 2, + "n_pred": 2, + "n_ref": 4763 + }, + "6": { + "Dice": 0.9311117818872682, + "FN": 12145, + "FP": 18893, + "IoU": 0.8711030453037205, + "TN": 5892323, + "TP": 209759, + "n_pred": 228652, + "n_ref": 221904 + }, + "7": { + "Dice": 0.9022789898798516, + "FN": 17975, + "FP": 5750, + "IoU": 0.8219565641556726, + "TN": 5999866, + "TP": 109529, + "n_pred": 115279, + "n_ref": 127504 + }, + "8": { + "Dice": 0.6810933940774487, + "FN": 1519, + "FP": 6041, + "IoU": 0.5164075993091537, + "TN": 6117487, + "TP": 8073, + "n_pred": 14114, + "n_ref": 9592 + }, + "9": { + "Dice": 0.7595841246338558, + "FN": 876, + "FP": 6593, + "IoU": 0.6123624662653103, + "TN": 6113852, + "TP": 11799, + "n_pred": 18392, + "n_ref": 12675 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 36, + "FP": 1689, + "IoU": 0.0, + "TN": 4554307, + "TP": 0, + "n_pred": 1689, + "n_ref": 36 + }, + "10": { + "Dice": 0.5966780889189602, + "FN": 4437, + "FP": 14042, + "IoU": 0.4251897474181909, + "TN": 4523884, + "TP": 13669, + "n_pred": 27711, + "n_ref": 18106 + }, + "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": 0.42840187832189486, + "FN": 9116, + "FP": 1961, + "IoU": 0.2725899658523772, + "TN": 4540804, + "TP": 4151, + "n_pred": 6112, + "n_ref": 13267 + }, + "14": { + "Dice": 0.9520475602743714, + "FN": 18183, + "FP": 1748, + "IoU": 0.9084835572534506, + "TN": 4338246, + "TP": 197855, + "n_pred": 199603, + "n_ref": 216038 + }, + "15": { + "Dice": 0.8829073579407479, + "FN": 2550, + "FP": 12880, + "IoU": 0.7903618059046507, + "TN": 4482429, + "TP": 58173, + "n_pred": 71053, + "n_ref": 60723 + }, + "2": { + "Dice": 0.9711171797726947, + "FN": 2052, + "FP": 2591, + "IoU": 0.9438559578224383, + "TN": 4473334, + "TP": 78055, + "n_pred": 80646, + "n_ref": 80107 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 899, + "IoU": 0.0, + "TN": 4555133, + "TP": 0, + "n_pred": 899, + "n_ref": 0 + }, + "4": { + "Dice": 0.6244223498109508, + "FN": 1221, + "FP": 4143, + "IoU": 0.4539346431843632, + "TN": 4546209, + "TP": 4459, + "n_pred": 8602, + "n_ref": 5680 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9434012754813464, + "FN": 78127, + "FP": 14935, + "IoU": 0.8928661880707118, + "TN": 3687380, + "TP": 775590, + "n_pred": 790525, + "n_ref": 853717 + }, + "7": { + "Dice": 0.35423876350820577, + "FN": 23389, + "FP": 37443, + "IoU": 0.21524310796341448, + "TN": 4478515, + "TP": 16685, + "n_pred": 54128, + "n_ref": 40074 + }, + "8": { + "Dice": 0.8393659986283624, + "FN": 362, + "FP": 3854, + "IoU": 0.7231961131902042, + "TN": 4540801, + "TP": 11015, + "n_pred": 14869, + "n_ref": 11377 + }, + "9": { + "Dice": 0.8070305862361937, + "FN": 230, + "FP": 3404, + "IoU": 0.6764889165850618, + "TN": 4544799, + "TP": 7599, + "n_pred": 11003, + "n_ref": 7829 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9637463771800477, + "FN": 518, + "FP": 195, + "IoU": 0.9300294406280667, + "TN": 5597234, + "TP": 9477, + "n_pred": 9672, + "n_ref": 9995 + }, + "10": { + "Dice": 0.7972761571730929, + "FN": 465, + "FP": 1738, + "IoU": 0.6628921193573069, + "TN": 5600889, + "TP": 4332, + "n_pred": 6070, + "n_ref": 4797 + }, + "11": { + "Dice": 0.1939246658566221, + "FN": 3228, + "FP": 89, + "IoU": 0.1073735199138859, + "TN": 5603708, + "TP": 399, + "n_pred": 488, + "n_ref": 3627 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5607424, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6668387096774193, + "FN": 533, + "FP": 758, + "IoU": 0.500193573364305, + "TN": 5604841, + "TP": 1292, + "n_pred": 2050, + "n_ref": 1825 + }, + "14": { + "Dice": 0.968847391015933, + "FN": 3094, + "FP": 4373, + "IoU": 0.9395771126162212, + "TN": 5483845, + "TP": 116112, + "n_pred": 120485, + "n_ref": 119206 + }, + "15": { + "Dice": 0.7960646990161747, + "FN": 50, + "FP": 1173, + "IoU": 0.661218836565097, + "TN": 5603814, + "TP": 2387, + "n_pred": 3560, + "n_ref": 2437 + }, + "2": { + "Dice": 0.9612593679368729, + "FN": 802, + "FP": 175, + "IoU": 0.9254084593067644, + "TN": 5594326, + "TP": 12121, + "n_pred": 12296, + "n_ref": 12923 + }, + "3": { + "Dice": 0.9745804800963203, + "FN": 1861, + "FP": 3206, + "IoU": 0.9504212287551003, + "TN": 5505223, + "TP": 97134, + "n_pred": 100340, + "n_ref": 98995 + }, + "4": { + "Dice": 0.9325168842863575, + "FN": 621, + "FP": 3126, + "IoU": 0.8735659333243353, + "TN": 5577788, + "TP": 25889, + "n_pred": 29015, + "n_ref": 26510 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 5607423, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "6": { + "Dice": 0.9635643423024767, + "FN": 7776, + "FP": 4476, + "IoU": 0.9296904589746239, + "TN": 5433166, + "TP": 162006, + "n_pred": 166482, + "n_ref": 169782 + }, + "7": { + "Dice": 0.8482001900737518, + "FN": 3148, + "FP": 16179, + "IoU": 0.7364128581754702, + "TN": 5534101, + "TP": 53996, + "n_pred": 70175, + "n_ref": 57144 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5607424, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.880229572572119, + "FN": 102, + "FP": 691, + "IoU": 0.7860803884542757, + "TN": 5603717, + "TP": 2914, + "n_pred": 3605, + "n_ref": 3016 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8129823091373508, + "FN": 1993, + "FP": 25683, + "IoU": 0.6848948548917808, + "TN": 5344361, + "TP": 60155, + "n_pred": 85838, + "n_ref": 62148 + }, + "10": { + "Dice": 0.5185327176091313, + "FN": 2079, + "FP": 25550, + "IoU": 0.3500129390453337, + "TN": 5389685, + "TP": 14878, + "n_pred": 40428, + "n_ref": 16957 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5432192, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 104, + "FP": 0, + "IoU": 0.0, + "TN": 5432088, + "TP": 0, + "n_pred": 0, + "n_ref": 104 + }, + "13": { + "Dice": 0.24447897014759737, + "FN": 7600, + "FP": 6016, + "IoU": 0.13926291168847588, + "TN": 5416373, + "TP": 2203, + "n_pred": 8219, + "n_ref": 9803 + }, + "14": { + "Dice": 0.32158366874261246, + "FN": 82357, + "FP": 229300, + "IoU": 0.19159946358583016, + "TN": 5046669, + "TP": 73866, + "n_pred": 303166, + "n_ref": 156223 + }, + "15": { + "Dice": 0.8670661016123532, + "FN": 296, + "FP": 2433, + "IoU": 0.7653280591624387, + "TN": 5420563, + "TP": 8900, + "n_pred": 11333, + "n_ref": 9196 + }, + "2": { + "Dice": 0.9233677801810463, + "FN": 13307, + "FP": 1042, + "IoU": 0.8576445727551415, + "TN": 5331395, + "TP": 86448, + "n_pred": 87490, + "n_ref": 99755 + }, + "3": { + "Dice": 0.9357966714479398, + "FN": 6260, + "FP": 6810, + "IoU": 0.879340109489388, + "TN": 5323871, + "TP": 95251, + "n_pred": 102061, + "n_ref": 101511 + }, + "4": { + "Dice": 0.07597980283722049, + "FN": 6425, + "FP": 1261, + "IoU": 0.03949012746813297, + "TN": 5424190, + "TP": 316, + "n_pred": 1577, + "n_ref": 6741 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5432192, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6694692230669725, + "FN": 35559, + "FP": 253942, + "IoU": 0.5031595169937736, + "TN": 4849508, + "TP": 293183, + "n_pred": 547125, + "n_ref": 328742 + }, + "7": { + "Dice": 0.8857930355471645, + "FN": 4632, + "FP": 79814, + "IoU": 0.7949986526804377, + "TN": 5020263, + "TP": 327483, + "n_pred": 407297, + "n_ref": 332115 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5432192, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 10, + "FP": 0, + "IoU": 0.0, + "TN": 5432182, + "TP": 0, + "n_pred": 0, + "n_ref": 10 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.493324432576769, + "FN": 986, + "FP": 5086, + "IoU": 0.3274257864421799, + "TN": 5598396, + "TP": 2956, + "n_pred": 8042, + "n_ref": 3942 + }, + "10": { + "Dice": 0.04570398886067655, + "FN": 3758, + "FP": 7893, + "IoU": 0.023386420787929588, + "TN": 5595494, + "TP": 279, + "n_pred": 8172, + "n_ref": 4037 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5607424, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5607424, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6483807252264003, + "FN": 4771, + "FP": 14099, + "IoU": 0.4797066284327782, + "TN": 5571156, + "TP": 17398, + "n_pred": 31497, + "n_ref": 22169 + }, + "14": { + "Dice": 0.5978900610771793, + "FN": 691, + "FP": 2930, + "IoU": 0.4264216695707271, + "TN": 5601111, + "TP": 2692, + "n_pred": 5622, + "n_ref": 3383 + }, + "15": { + "Dice": 0.12321475625823453, + "FN": 78, + "FP": 16559, + "IoU": 0.06565202740649219, + "TN": 5589618, + "TP": 1169, + "n_pred": 17728, + "n_ref": 1247 + }, + "2": { + "Dice": 0.8919903853609367, + "FN": 678, + "FP": 715, + "IoU": 0.8050384884534639, + "TN": 5600279, + "TP": 5752, + "n_pred": 6467, + "n_ref": 6430 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 496, + "IoU": 0.0, + "TN": 5606928, + "TP": 0, + "n_pred": 496, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4470, + "IoU": 0.0, + "TN": 5602954, + "TP": 0, + "n_pred": 4470, + "n_ref": 0 + }, + "5": { + "Dice": 0.12994704174021982, + "FN": 15051, + "FP": 228, + "IoU": 0.0694884287454324, + "TN": 5591004, + "TP": 1141, + "n_pred": 1369, + "n_ref": 16192 + }, + "6": { + "Dice": 0.829700272479564, + "FN": 2489, + "FP": 19761, + "IoU": 0.7089639115250291, + "TN": 5530973, + "TP": 54201, + "n_pred": 73962, + "n_ref": 56690 + }, + "7": { + "Dice": 0.7752827459231983, + "FN": 15169, + "FP": 12171, + "IoU": 0.633029985772194, + "TN": 5532922, + "TP": 47162, + "n_pred": 59333, + "n_ref": 62331 + }, + "8": { + "Dice": 0.4218266689162589, + "FN": 40200, + "FP": 922, + "IoU": 0.2672879211731376, + "TN": 5551301, + "TP": 15001, + "n_pred": 15923, + "n_ref": 55201 + }, + "9": { + "Dice": 0.8013245033112583, + "FN": 3709, + "FP": 4511, + "IoU": 0.6685082872928176, + "TN": 5582627, + "TP": 16577, + "n_pred": 21088, + "n_ref": 20286 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.973295947304854, + "FN": 1291, + "FP": 3728, + "IoU": 0.9479810123958377, + "TN": 1655836, + "TP": 91465, + "n_pred": 95193, + "n_ref": 92756 + }, + "10": { + "Dice": 0.7817732637935767, + "FN": 6753, + "FP": 7557, + "IoU": 0.6417305092383957, + "TN": 1712378, + "TP": 25632, + "n_pred": 33189, + "n_ref": 32385 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 1752317, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "13": { + "Dice": 0.6847526137821136, + "FN": 12977, + "FP": 3245, + "IoU": 0.5206264775413711, + "TN": 1718480, + "TP": 17618, + "n_pred": 20863, + "n_ref": 30595 + }, + "14": { + "Dice": 0.7762498393522683, + "FN": 8252, + "FP": 2194, + "IoU": 0.6343205208989708, + "TN": 1723754, + "TP": 18120, + "n_pred": 20314, + "n_ref": 26372 + }, + "15": { + "Dice": 0.7679550500702342, + "FN": 812, + "FP": 14551, + "IoU": 0.6233173961015079, + "TN": 1711535, + "TP": 25422, + "n_pred": 39973, + "n_ref": 26234 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9556939115326142, + "FN": 443, + "FP": 781, + "IoU": 0.9151473136915078, + "TN": 1737895, + "TP": 13201, + "n_pred": 13982, + "n_ref": 13644 + }, + "4": { + "Dice": 0.8747173642194638, + "FN": 1764, + "FP": 951, + "IoU": 0.777331255638481, + "TN": 1740127, + "TP": 9478, + "n_pred": 10429, + "n_ref": 11242 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9611119214427877, + "FN": 2834, + "FP": 13696, + "IoU": 0.9251351914419514, + "TN": 1531522, + "TP": 204268, + "n_pred": 217964, + "n_ref": 207102 + }, + "7": { + "Dice": 0.8622517164402277, + "FN": 106514, + "FP": 4495, + "IoU": 0.7578580683439271, + "TN": 1293874, + "TP": 347437, + "n_pred": 351932, + "n_ref": 453951 + }, + "8": { + "Dice": 0.7112676056338029, + "FN": 4, + "FP": 78, + "IoU": 0.5519125683060109, + "TN": 1752137, + "TP": 101, + "n_pred": 179, + "n_ref": 105 + }, + "9": { + "Dice": 0.811492231017297, + "FN": 410, + "FP": 233, + "IoU": 0.6827824370991613, + "TN": 1750293, + "TP": 1384, + "n_pred": 1617, + "n_ref": 1794 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 605, + "IoU": 0.0, + "TN": 1226019, + "TP": 0, + "n_pred": 605, + "n_ref": 0 + }, + "10": { + "Dice": 0.8799561260968476, + "FN": 2533, + "FP": 3377, + "IoU": 0.7856443364404628, + "TN": 1199053, + "TP": 21661, + "n_pred": 25038, + "n_ref": 24194 + }, + "11": { + "Dice": 0.0, + "FN": 53, + "FP": 0, + "IoU": 0.0, + "TN": 1226571, + "TP": 0, + "n_pred": 0, + "n_ref": 53 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8091496055947393, + "FN": 6154, + "FP": 6645, + "IoU": 0.6794720893541358, + "TN": 1186693, + "TP": 27132, + "n_pred": 33777, + "n_ref": 33286 + }, + "14": { + "Dice": 0.8371031746031746, + "FN": 156, + "FP": 1486, + "IoU": 0.7198430301996246, + "TN": 1220763, + "TP": 4219, + "n_pred": 5705, + "n_ref": 4375 + }, + "15": { + "Dice": 0.8166938754901796, + "FN": 42936, + "FP": 630, + "IoU": 0.6901797080011662, + "TN": 1086007, + "TP": 97051, + "n_pred": 97681, + "n_ref": 139987 + }, + "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": 62, + "IoU": 0.0, + "TN": 1226562, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "4": { + "Dice": 0.598940179659384, + "FN": 13455, + "FP": 698, + "IoU": 0.42749079729784395, + "TN": 1201903, + "TP": 10568, + "n_pred": 11266, + "n_ref": 24023 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.920224250231326, + "FN": 3502, + "FP": 5292, + "IoU": 0.8522364485667238, + "TN": 1167110, + "TP": 50720, + "n_pred": 56012, + "n_ref": 54222 + }, + "7": { + "Dice": 0.4370071841598038, + "FN": 497, + "FP": 12355, + "IoU": 0.27959641255605383, + "TN": 1208784, + "TP": 4988, + "n_pred": 17343, + "n_ref": 5485 + }, + "8": { + "Dice": 0.9218739818857106, + "FN": 1799, + "FP": 599, + "IoU": 0.855070711954551, + "TN": 1210078, + "TP": 14148, + "n_pred": 14747, + "n_ref": 15947 + }, + "9": { + "Dice": 0.7384188268715498, + "FN": 1392, + "FP": 6711, + "IoU": 0.5853121801432958, + "TN": 1207084, + "TP": 11437, + "n_pred": 18148, + "n_ref": 12829 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9754716086832875, + "FN": 839, + "FP": 1231, + "IoU": 0.9521176933219218, + "TN": 1358625, + "TP": 41161, + "n_pred": 42392, + "n_ref": 42000 + }, + "10": { + "Dice": 0.747147801563902, + "FN": 2277, + "FP": 5613, + "IoU": 0.5963574973141659, + "TN": 1382309, + "TP": 11657, + "n_pred": 17270, + "n_ref": 13934 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 525, + "FP": 0, + "IoU": 0.0, + "TN": 1401331, + "TP": 0, + "n_pred": 0, + "n_ref": 525 + }, + "13": { + "Dice": 0.5435063043568724, + "FN": 20073, + "FP": 1867, + "IoU": 0.3731607668352333, + "TN": 1366855, + "TP": 13061, + "n_pred": 14928, + "n_ref": 33134 + }, + "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": 0.8460057747834456, + "FN": 2579, + "FP": 941, + "IoU": 0.7331109257714762, + "TN": 1388667, + "TP": 9669, + "n_pred": 10610, + "n_ref": 12248 + }, + "3": { + "Dice": 0.9501067753834207, + "FN": 19, + "FP": 1009, + "IoU": 0.9049556213017751, + "TN": 1391040, + "TP": 9788, + "n_pred": 10797, + "n_ref": 9807 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 231, + "IoU": 0.0, + "TN": 1401625, + "TP": 0, + "n_pred": 231, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 464, + "FP": 7, + "IoU": 0.0, + "TN": 1401385, + "TP": 0, + "n_pred": 7, + "n_ref": 464 + }, + "6": { + "Dice": 0.9696387550141844, + "FN": 12104, + "FP": 9611, + "IoU": 0.9410667954883464, + "TN": 1033388, + "TP": 346753, + "n_pred": 356364, + "n_ref": 358857 + }, + "7": { + "Dice": 0.9429466479278197, + "FN": 6135, + "FP": 4501, + "IoU": 0.8920520861878228, + "TN": 1303327, + "TP": 87893, + "n_pred": 92394, + "n_ref": 94028 + }, + "8": { + "Dice": 0.8742945100051308, + "FN": 411, + "FP": 79, + "IoU": 0.7766636280765725, + "TN": 1399662, + "TP": 1704, + "n_pred": 1783, + "n_ref": 2115 + }, + "9": { + "Dice": 0.9030347890451518, + "FN": 1062, + "FP": 2475, + "IoU": 0.8232118758434548, + "TN": 1381849, + "TP": 16470, + "n_pred": 18945, + "n_ref": 17532 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8362395895300416, + "FN": 4455, + "FP": 13163, + "IoU": 0.718566796057571, + "TN": 2390647, + "TP": 44983, + "n_pred": 58146, + "n_ref": 49438 + }, + "10": { + "Dice": 0.788002033553635, + "FN": 4637, + "FP": 367, + "IoU": 0.6501677852348994, + "TN": 2438944, + "TP": 9300, + "n_pred": 9667, + "n_ref": 13937 + }, + "11": { + "Dice": 0.005616399887672002, + "FN": 3541, + "FP": 0, + "IoU": 0.0028161081385525205, + "TN": 2449697, + "TP": 10, + "n_pred": 10, + "n_ref": 3551 + }, + "12": { + "Dice": 0.0, + "FN": 1012, + "FP": 0, + "IoU": 0.0, + "TN": 2452236, + "TP": 0, + "n_pred": 0, + "n_ref": 1012 + }, + "13": { + "Dice": 0.8415433147294346, + "FN": 2020, + "FP": 1245, + "IoU": 0.7264348554671135, + "TN": 2441313, + "TP": 8670, + "n_pred": 9915, + "n_ref": 10690 + }, + "14": { + "Dice": 0.9581943938842373, + "FN": 1671, + "FP": 1200, + "IoU": 0.91974394096106, + "TN": 2417475, + "TP": 32902, + "n_pred": 34102, + "n_ref": 34573 + }, + "15": { + "Dice": 0.861023824962176, + "FN": 649, + "FP": 7710, + "IoU": 0.7559629813446997, + "TN": 2418995, + "TP": 25894, + "n_pred": 33604, + "n_ref": 26543 + }, + "2": { + "Dice": 0.9648062302985352, + "FN": 1274, + "FP": 624, + "IoU": 0.932005445296267, + "TN": 2425334, + "TP": 26016, + "n_pred": 26640, + "n_ref": 27290 + }, + "3": { + "Dice": 0.9620296271071003, + "FN": 173, + "FP": 273, + "IoU": 0.9268372703412073, + "TN": 2447152, + "TP": 5650, + "n_pred": 5923, + "n_ref": 5823 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1385, + "IoU": 0.0, + "TN": 2451863, + "TP": 0, + "n_pred": 1385, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 2453229, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "6": { + "Dice": 0.9136412951222572, + "FN": 3381, + "FP": 8320, + "IoU": 0.8410125412720627, + "TN": 2379651, + "TP": 61896, + "n_pred": 70216, + "n_ref": 65277 + }, + "7": { + "Dice": 0.9745082072480069, + "FN": 5750, + "FP": 12313, + "IoU": 0.9502837703194411, + "TN": 2089926, + "TP": 345259, + "n_pred": 357572, + "n_ref": 351009 + }, + "8": { + "Dice": 0.7953980562294424, + "FN": 1744, + "FP": 12003, + "IoU": 0.6602994958979935, + "TN": 2412780, + "TP": 26721, + "n_pred": 38724, + "n_ref": 28465 + }, + "9": { + "Dice": 0.9675400483830202, + "FN": 1869, + "FP": 828, + "IoU": 0.9371211414716031, + "TN": 2410356, + "TP": 40195, + "n_pred": 41023, + "n_ref": 42064 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8743619047619048, + "FN": 1034, + "FP": 615, + "IoU": 0.7767700013537295, + "TN": 1744933, + "TP": 5738, + "n_pred": 6353, + "n_ref": 6772 + }, + "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": 0.8481209695352457, + "FN": 2354, + "FP": 378, + "IoU": 0.7362934362934362, + "TN": 1741960, + "TP": 7628, + "n_pred": 8006, + "n_ref": 9982 + }, + "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": 0.8138115740583788, + "FN": 3016, + "FP": 7968, + "IoU": 0.6860727657263711, + "TN": 1717331, + "TP": 24005, + "n_pred": 31973, + "n_ref": 27021 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1552, + "IoU": 0.0, + "TN": 1750768, + "TP": 0, + "n_pred": 1552, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 17, + "FP": 0, + "IoU": 0.0, + "TN": 1752303, + "TP": 0, + "n_pred": 0, + "n_ref": 17 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9811195660363143, + "FN": 2407, + "FP": 6364, + "IoU": 0.9629388624330799, + "TN": 1515657, + "TP": 227892, + "n_pred": 234256, + "n_ref": 230299 + }, + "7": { + "Dice": 0.860957473765149, + "FN": 2710, + "FP": 13203, + "IoU": 0.7558606934642529, + "TN": 1687140, + "TP": 49267, + "n_pred": 62470, + "n_ref": 51977 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.24060192752071238, + "FN": 656, + "FP": 26292, + "IoU": 0.13675241054553608, + "TN": 2246799, + "TP": 4269, + "n_pred": 30561, + "n_ref": 4925 + }, + "10": { + "Dice": 0.3258026159334126, + "FN": 1943, + "FP": 325, + "IoU": 0.19460227272727273, + "TN": 2275200, + "TP": 548, + "n_pred": 873, + "n_ref": 2491 + }, + "11": { + "Dice": 0.0, + "FN": 829, + "FP": 0, + "IoU": 0.0, + "TN": 2277187, + "TP": 0, + "n_pred": 0, + "n_ref": 829 + }, + "12": { + "Dice": 0.0, + "FN": 2294, + "FP": 0, + "IoU": 0.0, + "TN": 2275722, + "TP": 0, + "n_pred": 0, + "n_ref": 2294 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3745, + "IoU": 0.0, + "TN": 2274271, + "TP": 0, + "n_pred": 3745, + "n_ref": 0 + }, + "14": { + "Dice": 0.8541018310013578, + "FN": 9230, + "FP": 8069, + "IoU": 0.7453557864986604, + "TN": 2210082, + "TP": 50635, + "n_pred": 58704, + "n_ref": 59865 + }, + "15": { + "Dice": 0.6071049840933191, + "FN": 763, + "FP": 8129, + "IoU": 0.4358583936048725, + "TN": 2262254, + "TP": 6870, + "n_pred": 14999, + "n_ref": 7633 + }, + "2": { + "Dice": 0.9357357648656514, + "FN": 772, + "FP": 1878, + "IoU": 0.8792325570797065, + "TN": 2256073, + "TP": 19293, + "n_pred": 21171, + "n_ref": 20065 + }, + "3": { + "Dice": 0.9588974066220844, + "FN": 5523, + "FP": 2541, + "IoU": 0.9210402631991227, + "TN": 2175888, + "TP": 94064, + "n_pred": 96605, + "n_ref": 99587 + }, + "4": { + "Dice": 0.5453422118486991, + "FN": 6613, + "FP": 10, + "IoU": 0.3748938178386031, + "TN": 2267421, + "TP": 3972, + "n_pred": 3982, + "n_ref": 10585 + }, + "5": { + "Dice": 0.0, + "FN": 345, + "FP": 0, + "IoU": 0.0, + "TN": 2277671, + "TP": 0, + "n_pred": 0, + "n_ref": 345 + }, + "6": { + "Dice": 0.7342217391897484, + "FN": 466624, + "FP": 948, + "IoU": 0.5800555768115004, + "TN": 1164602, + "TP": 645842, + "n_pred": 646790, + "n_ref": 1112466 + }, + "7": { + "Dice": 0.5604466933187779, + "FN": 21840, + "FP": 37752, + "IoU": 0.3893198610413699, + "TN": 2180433, + "TP": 37991, + "n_pred": 75743, + "n_ref": 59831 + }, + "8": { + "Dice": 0.8795811518324608, + "FN": 45, + "FP": 1, + "IoU": 0.7850467289719626, + "TN": 2277802, + "TP": 168, + "n_pred": 169, + "n_ref": 213 + }, + "9": { + "Dice": 0.4082415749082416, + "FN": 468, + "FP": 13720, + "IoU": 0.25647206791740906, + "TN": 2258934, + "TP": 4894, + "n_pred": 18614, + "n_ref": 5362 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9479000211053156, + "FN": 1739, + "FP": 1717, + "IoU": 0.9009600229259206, + "TN": 4696369, + "TP": 31439, + "n_pred": 33156, + "n_ref": 33178 + }, + "10": { + "Dice": 0.8918236178172865, + "FN": 1009, + "FP": 2374, + "IoU": 0.8047668513388735, + "TN": 4713936, + "TP": 13945, + "n_pred": 16319, + "n_ref": 14954 + }, + "11": { + "Dice": 0.2208314707197139, + "FN": 1720, + "FP": 23, + "IoU": 0.12412060301507538, + "TN": 4729274, + "TP": 247, + "n_pred": 270, + "n_ref": 1967 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8198562574562808, + "FN": 5617, + "FP": 574, + "IoU": 0.6947088120716012, + "TN": 4710985, + "TP": 14088, + "n_pred": 14662, + "n_ref": 19705 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9364319099367647, + "FN": 7221, + "FP": 1565, + "IoU": 0.8804625850340136, + "TN": 4657764, + "TP": 64714, + "n_pred": 66279, + "n_ref": 71935 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5605, + "IoU": 0.0, + "TN": 4725659, + "TP": 0, + "n_pred": 5605, + "n_ref": 0 + }, + "4": { + "Dice": 0.7618147448015122, + "FN": 81, + "FP": 171, + "IoU": 0.6152671755725191, + "TN": 4730609, + "TP": 403, + "n_pred": 574, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8709040013173062, + "FN": 5728, + "FP": 17792, + "IoU": 0.7713285693451947, + "TN": 4628409, + "TP": 79335, + "n_pred": 97127, + "n_ref": 85063 + }, + "7": { + "Dice": 0.9528813180393839, + "FN": 2775, + "FP": 10292, + "IoU": 0.9100031681749935, + "TN": 4586070, + "TP": 132127, + "n_pred": 142419, + "n_ref": 134902 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8867729943638326, + "FN": 1005, + "FP": 3716, + "IoU": 0.7965787659427783, + "TN": 4708056, + "TP": 18487, + "n_pred": 22203, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9599139090664515, + "FN": 402, + "FP": 194, + "IoU": 0.9229177444386963, + "TN": 2971212, + "TP": 7136, + "n_pred": 7330, + "n_ref": 7538 + }, + "10": { + "Dice": 0.8513055336611243, + "FN": 2923, + "FP": 8962, + "IoU": 0.7411070207157949, + "TN": 2933037, + "TP": 34022, + "n_pred": 42984, + "n_ref": 36945 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3477, + "FP": 0, + "IoU": 0.0, + "TN": 2975467, + "TP": 0, + "n_pred": 0, + "n_ref": 3477 + }, + "13": { + "Dice": 0.8581406074981881, + "FN": 3407, + "FP": 3052, + "IoU": 0.751529140219273, + "TN": 2952949, + "TP": 19536, + "n_pred": 22588, + "n_ref": 22943 + }, + "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": 1309, + "IoU": 0.0, + "TN": 2977635, + "TP": 0, + "n_pred": 1309, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 215, + "IoU": 0.0, + "TN": 2978729, + "TP": 0, + "n_pred": 215, + "n_ref": 0 + }, + "3": { + "Dice": 0.969331468837256, + "FN": 5366, + "FP": 1367, + "IoU": 0.9404880808223658, + "TN": 2865807, + "TP": 106404, + "n_pred": 107771, + "n_ref": 111770 + }, + "4": { + "Dice": 0.7971152021256406, + "FN": 953, + "FP": 116, + "IoU": 0.6626696118649417, + "TN": 2975775, + "TP": 2100, + "n_pred": 2216, + "n_ref": 3053 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9645175662656785, + "FN": 804, + "FP": 14407, + "IoU": 0.9314668552968899, + "TN": 2756993, + "TP": 206740, + "n_pred": 221147, + "n_ref": 207544 + }, + "7": { + "Dice": 0.6617075402789089, + "FN": 3809, + "FP": 36484, + "IoU": 0.49444165621079045, + "TN": 2899244, + "TP": 39407, + "n_pred": 75891, + "n_ref": 43216 + }, + "8": { + "Dice": 0.9519846099485689, + "FN": 893, + "FP": 330, + "IoU": 0.9083689218550985, + "TN": 2965597, + "TP": 12124, + "n_pred": 12454, + "n_ref": 13017 + }, + "9": { + "Dice": 0.8543674468410586, + "FN": 1567, + "FP": 337, + "IoU": 0.7457604486580318, + "TN": 2971455, + "TP": 5585, + "n_pred": 5922, + "n_ref": 7152 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.5683238665795386, + "FN": 5035.335555555555, + "FP": 6573.573333333334, + "IoU": 0.49555391214591615, + "TN": 2619380.5222222223, + "TP": 32536.968888888892, + "n_pred": 39110.54222222222, + "n_ref": 37572.304444444446 + }, + "mean": { + "1": { + "Dice": 0.7750456053448502, + "FN": 6534.633333333333, + "FP": 5146.233333333334, + "IoU": 0.7177991089950017, + "TN": 2599646.7333333334, + "TP": 52198.8, + "n_pred": 57345.03333333333, + "n_ref": 58733.433333333334 + }, + "10": { + "Dice": 0.735324077004266, + "FN": 3958.133333333333, + "FP": 5880.7, + "IoU": 0.6101677908201388, + "TN": 2637973.6333333333, + "TP": 15713.933333333332, + "n_pred": 21594.633333333335, + "n_ref": 19672.066666666666 + }, + "11": { + "Dice": 0.0, + "FN": 512.5333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 2663013.8666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 512.5333333333333 + }, + "12": { + "Dice": 0.0, + "FN": 1327.5, + "FP": 0.0, + "IoU": 0.0, + "TN": 2662198.9, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1327.5 + }, + "13": { + "Dice": 0.5559593593226789, + "FN": 6444.233333333334, + "FP": 4025.8, + "IoU": 0.43133569681576645, + "TN": 2644982.1666666665, + "TP": 8074.2, + "n_pred": 12100.0, + "n_ref": 14518.433333333332 + }, + "14": { + "Dice": 0.6863854300785233, + "FN": 4274.733333333334, + "FP": 5372.9, + "IoU": 0.6068213538044465, + "TN": 2622234.066666667, + "TP": 31644.7, + "n_pred": 37017.6, + "n_ref": 35919.433333333334 + }, + "15": { + "Dice": 0.387661940746413, + "FN": 3659.766666666667, + "FP": 7012.2, + "IoU": 0.3200261247256008, + "TN": 2636560.6666666665, + "TP": 16293.766666666666, + "n_pred": 23305.966666666667, + "n_ref": 19953.533333333333 + }, + "2": { + "Dice": 0.7124720750578876, + "FN": 5477.366666666667, + "FP": 4606.433333333333, + "IoU": 0.651639095888811, + "TN": 2628085.2333333334, + "TP": 25357.366666666665, + "n_pred": 29963.8, + "n_ref": 30834.733333333334 + }, + "3": { + "Dice": 0.6862050870498002, + "FN": 8801.033333333333, + "FP": 8269.233333333334, + "IoU": 0.6211590111551515, + "TN": 2612218.4, + "TP": 34237.73333333333, + "n_pred": 42506.96666666667, + "n_ref": 43038.76666666667 + }, + "4": { + "Dice": 0.44589631328920326, + "FN": 1917.2, + "FP": 4289.866666666667, + "IoU": 0.370265617357473, + "TN": 2649468.5, + "TP": 7850.833333333333, + "n_pred": 12140.7, + "n_ref": 9768.033333333333 + }, + "5": { + "Dice": 0.43022370686441286, + "FN": 815.4333333333333, + "FP": 382.5, + "IoU": 0.32883283768315763, + "TN": 2661373.8333333335, + "TP": 954.6333333333333, + "n_pred": 1337.1333333333334, + "n_ref": 1770.0666666666666 + }, + "6": { + "Dice": 0.8933496226151664, + "FN": 9636.866666666667, + "FP": 29359.833333333332, + "IoU": 0.8169894938509777, + "TN": 2485910.8666666667, + "TP": 138618.83333333334, + "n_pred": 167978.66666666666, + "n_ref": 148255.7 + }, + "7": { + "Dice": 0.7946852621069759, + "FN": 18908.966666666667, + "FP": 21369.966666666667, + "IoU": 0.7171542035867755, + "TN": 2485520.8333333335, + "TP": 137726.63333333333, + "n_pred": 159096.6, + "n_ref": 156635.6 + }, + "8": { + "Dice": 0.769728246701611, + "FN": 1522.4, + "FP": 1300.9, + "IoU": 0.6861508211146486, + "TN": 2649208.033333333, + "TP": 11495.066666666668, + "n_pred": 12795.966666666667, + "n_ref": 13017.466666666667 + }, + "9": { + "Dice": 0.6519212725112896, + "FN": 1739.2333333333333, + "FP": 1587.0333333333333, + "IoU": 0.5549675263907929, + "TN": 2652312.1, + "TP": 7888.033333333334, + "n_pred": 9475.066666666668, + "n_ref": 9627.266666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9532301900563734, + "FN": 4864, + "FP": 4876, + "IoU": 0.9106397423782306, + "TN": 3220411, + "TP": 99257, + "n_pred": 104133, + "n_ref": 104121 + }, + "10": { + "Dice": 0.5995449374288965, + "FN": 2601, + "FP": 8663, + "IoU": 0.4281072298943948, + "TN": 3309712, + "TP": 8432, + "n_pred": 17095, + "n_ref": 11033 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1961, + "FP": 0, + "IoU": 0.0, + "TN": 3327447, + "TP": 0, + "n_pred": 0, + "n_ref": 1961 + }, + "13": { + "Dice": 0.4596245740669799, + "FN": 12279, + "FP": 14522, + "IoU": 0.29838477447053585, + "TN": 3291209, + "TP": 11398, + "n_pred": 25920, + "n_ref": 23677 + }, + "14": { + "Dice": 0.7842480620155039, + "FN": 556, + "FP": 2923, + "IoU": 0.6450724341971026, + "TN": 3319606, + "TP": 6323, + "n_pred": 9246, + "n_ref": 6879 + }, + "15": { + "Dice": 0.8330144557823129, + "FN": 7685, + "FP": 4883, + "IoU": 0.7138172875489571, + "TN": 3285492, + "TP": 31348, + "n_pred": 36231, + "n_ref": 39033 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 3329401, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "3": { + "Dice": 0.9399787130337905, + "FN": 5254, + "FP": 6814, + "IoU": 0.8867545629428049, + "TN": 3222843, + "TP": 94497, + "n_pred": 101311, + "n_ref": 99751 + }, + "4": { + "Dice": 0.7143621289114737, + "FN": 1088, + "FP": 1048, + "IoU": 0.5556480133139172, + "TN": 3324601, + "TP": 2671, + "n_pred": 3719, + "n_ref": 3759 + }, + "5": { + "Dice": 0.8007473642065929, + "FN": 669, + "FP": 824, + "IoU": 0.6677053193857111, + "TN": 3324915, + "TP": 3000, + "n_pred": 3824, + "n_ref": 3669 + }, + "6": { + "Dice": 0.9031055426104894, + "FN": 7358, + "FP": 5325, + "IoU": 0.8233294794467119, + "TN": 3257619, + "TP": 59106, + "n_pred": 64431, + "n_ref": 66464 + }, + "7": { + "Dice": 0.9124913620445309, + "FN": 22354, + "FP": 15003, + "IoU": 0.8390658521664958, + "TN": 3097282, + "TP": 194769, + "n_pred": 209772, + "n_ref": 217123 + }, + "8": { + "Dice": 0.5625, + "FN": 175, + "FP": 7, + "IoU": 0.391304347826087, + "TN": 3329109, + "TP": 117, + "n_pred": 124, + "n_ref": 292 + }, + "9": { + "Dice": 0.7784408662688136, + "FN": 3843, + "FP": 2060, + "IoU": 0.6372518896331346, + "TN": 3313135, + "TP": 10370, + "n_pred": 12430, + "n_ref": 14213 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 650, + "IoU": 0.0, + "TN": 2452598, + "TP": 0, + "n_pred": 650, + "n_ref": 0 + }, + "10": { + "Dice": 0.8279548146650103, + "FN": 3205, + "FP": 2750, + "IoU": 0.7064188522973772, + "TN": 2432964, + "TP": 14329, + "n_pred": 17079, + "n_ref": 17534 + }, + "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": 0.37702852908484624, + "FN": 5130, + "FP": 3277, + "IoU": 0.23230755182175145, + "TN": 2442297, + "TP": 2544, + "n_pred": 5821, + "n_ref": 7674 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0111731843575419, + "FN": 12, + "FP": 519, + "IoU": 0.0056179775280898875, + "TN": 2452714, + "TP": 3, + "n_pred": 522, + "n_ref": 15 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7712208944191203, + "FN": 728, + "FP": 2986, + "IoU": 0.6276318427912573, + "TN": 2443274, + "TP": 6260, + "n_pred": 9246, + "n_ref": 6988 + }, + "7": { + "Dice": 0.9602550188127557, + "FN": 22890, + "FP": 7395, + "IoU": 0.9235485971918593, + "TN": 2057114, + "TP": 365849, + "n_pred": 373244, + "n_ref": 388739 + }, + "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": 307, + "IoU": 0.0, + "TN": 2452941, + "TP": 0, + "n_pred": 307, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8843169527392429, + "FN": 852, + "FP": 132, + "IoU": 0.7926238145416228, + "TN": 2974199, + "TP": 3761, + "n_pred": 3893, + "n_ref": 4613 + }, + "10": { + "Dice": 0.6792486109886233, + "FN": 7955, + "FP": 10230, + "IoU": 0.5142895299145299, + "TN": 2941504, + "TP": 19255, + "n_pred": 29485, + "n_ref": 27210 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 383, + "FP": 0, + "IoU": 0.0, + "TN": 2978561, + "TP": 0, + "n_pred": 0, + "n_ref": 383 + }, + "13": { + "Dice": 0.4036073444494907, + "FN": 32477, + "FP": 13484, + "IoU": 0.2528246061808073, + "TN": 2917431, + "TP": 15552, + "n_pred": 29036, + "n_ref": 48029 + }, + "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": 0.37546084648281963, + "FN": 4024, + "FP": 211, + "IoU": 0.23111837327523602, + "TN": 2973436, + "TP": 1273, + "n_pred": 1484, + "n_ref": 5297 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 62936, + "IoU": 0.0, + "TN": 2916008, + "TP": 0, + "n_pred": 62936, + "n_ref": 0 + }, + "4": { + "Dice": 0.6006352974029601, + "FN": 3041, + "FP": 19841, + "IoU": 0.4292199855321909, + "TN": 2938855, + "TP": 17207, + "n_pred": 37048, + "n_ref": 20248 + }, + "5": { + "Dice": 0.4440582228981099, + "FN": 2536, + "FP": 23, + "IoU": 0.28539514102206087, + "TN": 2975363, + "TP": 1022, + "n_pred": 1045, + "n_ref": 3558 + }, + "6": { + "Dice": 0.9163480614349717, + "FN": 11404, + "FP": 14064, + "IoU": 0.8456110572259942, + "TN": 2813984, + "TP": 139492, + "n_pred": 153556, + "n_ref": 150896 + }, + "7": { + "Dice": 0.7891823833381423, + "FN": 21978, + "FP": 50355, + "IoU": 0.6517764298093588, + "TN": 2771224, + "TP": 135387, + "n_pred": 185742, + "n_ref": 157365 + }, + "8": { + "Dice": 0.7468448011828696, + "FN": 6568, + "FP": 3020, + "IoU": 0.5959715140533479, + "TN": 2955213, + "TP": 14143, + "n_pred": 17163, + "n_ref": 20711 + }, + "9": { + "Dice": 0.6496757379235105, + "FN": 6666, + "FP": 4894, + "IoU": 0.48112572377575297, + "TN": 2956665, + "TP": 10719, + "n_pred": 15613, + "n_ref": 17385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1649, + "IoU": 0.0, + "TN": 1575439, + "TP": 0, + "n_pred": 1649, + "n_ref": 0 + }, + "10": { + "Dice": 0.5574420911371726, + "FN": 1817, + "FP": 5768, + "IoU": 0.38642614463679015, + "TN": 1564726, + "TP": 4777, + "n_pred": 10545, + "n_ref": 6594 + }, + "11": { + "Dice": 0.0, + "FN": 3534, + "FP": 0, + "IoU": 0.0, + "TN": 1573554, + "TP": 0, + "n_pred": 0, + "n_ref": 3534 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7099231874102292, + "FN": 3053, + "FP": 1592, + "IoU": 0.5502952851195663, + "TN": 1566759, + "TP": 5684, + "n_pred": 7276, + "n_ref": 8737 + }, + "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": 0.9307831862488853, + "FN": 1801, + "FP": 450, + "IoU": 0.8705280110433682, + "TN": 1559702, + "TP": 15135, + "n_pred": 15585, + "n_ref": 16936 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1391, + "IoU": 0.0, + "TN": 1575697, + "TP": 0, + "n_pred": 1391, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 11801, + "IoU": 0.0, + "TN": 1565287, + "TP": 0, + "n_pred": 11801, + "n_ref": 0 + }, + "5": { + "Dice": 0.2933225741375832, + "FN": 2093, + "FP": 1410, + "IoU": 0.1718676122931442, + "TN": 1572858, + "TP": 727, + "n_pred": 2137, + "n_ref": 2820 + }, + "6": { + "Dice": 0.9084620611051645, + "FN": 26536, + "FP": 31531, + "IoU": 0.8322771282003882, + "TN": 1230880, + "TP": 288141, + "n_pred": 319672, + "n_ref": 314677 + }, + "7": { + "Dice": 0.843435586139765, + "FN": 49604, + "FP": 8299, + "IoU": 0.7292594999742833, + "TN": 1363219, + "TP": 155966, + "n_pred": 164265, + "n_ref": 205570 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.793547688643499, + "FN": 6114, + "FP": 1514, + "IoU": 0.6577530509691314, + "TN": 1554800, + "TP": 14660, + "n_pred": 16174, + "n_ref": 20774 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.32, + "FN": 0, + "FP": 34, + "IoU": 0.19047619047619047, + "TN": 3679830, + "TP": 8, + "n_pred": 42, + "n_ref": 8 + }, + "10": { + "Dice": 0.1152542372881356, + "FN": 261, + "FP": 0, + "IoU": 0.06115107913669065, + "TN": 3679594, + "TP": 17, + "n_pred": 17, + "n_ref": 278 + }, + "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": 0.5704560925799864, + "FN": 216, + "FP": 11142, + "IoU": 0.39904761904761904, + "TN": 3660972, + "TP": 7542, + "n_pred": 18684, + "n_ref": 7758 + }, + "15": { + "Dice": 0.9038371778327771, + "FN": 20022, + "FP": 4495, + "IoU": 0.8245464629477225, + "TN": 3540137, + "TP": 115218, + "n_pred": 119713, + "n_ref": 135240 + }, + "2": { + "Dice": 0.9510703363914373, + "FN": 588, + "FP": 372, + "IoU": 0.9067055393586005, + "TN": 3669582, + "TP": 9330, + "n_pred": 9702, + "n_ref": 9918 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 3679836, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 3679868, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "5": { + "Dice": 0.6423658872077029, + "FN": 1, + "FP": 519, + "IoU": 0.47315096251266464, + "TN": 3678885, + "TP": 467, + "n_pred": 986, + "n_ref": 468 + }, + "6": { + "Dice": 0.9411851409376709, + "FN": 5323, + "FP": 9840, + "IoU": 0.8889043564907756, + "TN": 3543386, + "TP": 121323, + "n_pred": 131163, + "n_ref": 126646 + }, + "7": { + "Dice": 0.9237951047186475, + "FN": 7326, + "FP": 2338, + "IoU": 0.8583821805392732, + "TN": 3611632, + "TP": 58576, + "n_pred": 60914, + "n_ref": 65902 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7943799319946109, + "FN": 2335, + "FP": 870, + "IoU": 0.6588974031502767, + "TN": 3670476, + "TP": 6191, + "n_pred": 7061, + "n_ref": 8526 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9299824435919111, + "FN": 10285, + "FP": 483, + "IoU": 0.8691282101143669, + "TN": 2896665, + "TP": 71511, + "n_pred": 71994, + "n_ref": 81796 + }, + "10": { + "Dice": 0.514509250649309, + "FN": 20012, + "FP": 40552, + "IoU": 0.34635641512692106, + "TN": 2886288, + "TP": 32092, + "n_pred": 72644, + "n_ref": 52104 + }, + "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": 0.6806793468012622, + "FN": 13571, + "FP": 11830, + "IoU": 0.515931699508328, + "TN": 2926470, + "TP": 27073, + "n_pred": 38903, + "n_ref": 40644 + }, + "14": { + "Dice": 0.8479440789473685, + "FN": 10158, + "FP": 4634, + "IoU": 0.736026839888643, + "TN": 2922908, + "TP": 41244, + "n_pred": 45878, + "n_ref": 51402 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 22016, + "IoU": 0.0, + "TN": 2956928, + "TP": 0, + "n_pred": 22016, + "n_ref": 0 + }, + "2": { + "Dice": 0.9092769767875702, + "FN": 8961, + "FP": 8060, + "IoU": 0.8336460837780254, + "TN": 2876626, + "TP": 85297, + "n_pred": 93357, + "n_ref": 94258 + }, + "3": { + "Dice": 0.6980751604032998, + "FN": 850, + "FP": 2444, + "IoU": 0.5361869895803999, + "TN": 2971842, + "TP": 3808, + "n_pred": 6252, + "n_ref": 4658 + }, + "4": { + "Dice": 0.020226537216828478, + "FN": 1372, + "FP": 5894, + "IoU": 0.01021659174499387, + "TN": 2971603, + "TP": 75, + "n_pred": 5969, + "n_ref": 1447 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9546829495992263, + "FN": 14517, + "FP": 27326, + "IoU": 0.9132951091089556, + "TN": 2496353, + "TP": 440748, + "n_pred": 468074, + "n_ref": 455265 + }, + "7": { + "Dice": 0.7672214024817977, + "FN": 179963, + "FP": 12503, + "IoU": 0.6223513322070547, + "TN": 2469301, + "TP": 317177, + "n_pred": 329680, + "n_ref": 497140 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7257465698143665, + "FN": 164, + "FP": 1535, + "IoU": 0.5695464910058272, + "TN": 2974997, + "TP": 2248, + "n_pred": 3783, + "n_ref": 2412 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 21876, + "IoU": 0.0, + "TN": 6111244, + "TP": 0, + "n_pred": 21876, + "n_ref": 0 + }, + "10": { + "Dice": 0.7099394235731943, + "FN": 8458, + "FP": 12898, + "IoU": 0.5503147964877556, + "TN": 6085629, + "TP": 26135, + "n_pred": 39033, + "n_ref": 34593 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6133120, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1171, + "FP": 0, + "IoU": 0.0, + "TN": 6131949, + "TP": 0, + "n_pred": 0, + "n_ref": 1171 + }, + "13": { + "Dice": 0.2886889390273738, + "FN": 23873, + "FP": 2294, + "IoU": 0.16869460240810752, + "TN": 6101643, + "TP": 5310, + "n_pred": 7604, + "n_ref": 29183 + }, + "14": { + "Dice": 0.9025466531979371, + "FN": 7116, + "FP": 2049, + "IoU": 0.8224009301424281, + "TN": 6081515, + "TP": 42440, + "n_pred": 44489, + "n_ref": 49556 + }, + "15": { + "Dice": 0.5262875536480687, + "FN": 88, + "FP": 1678, + "IoU": 0.35711685475063704, + "TN": 6130373, + "TP": 981, + "n_pred": 2659, + "n_ref": 1069 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6133120, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9098189847205075, + "FN": 5638, + "FP": 8167, + "IoU": 0.8345577220377982, + "TN": 6049677, + "TP": 69638, + "n_pred": 77805, + "n_ref": 75276 + }, + "4": { + "Dice": 0.3180908831094598, + "FN": 9225, + "FP": 319, + "IoU": 0.189124893797791, + "TN": 6121350, + "TP": 2226, + "n_pred": 2545, + "n_ref": 11451 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6133120, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7889212543327204, + "FN": 4900, + "FP": 21042, + "IoU": 0.651420278949773, + "TN": 6058698, + "TP": 48480, + "n_pred": 69522, + "n_ref": 53380 + }, + "7": { + "Dice": 0.7673636255305106, + "FN": 55224, + "FP": 20913, + "IoU": 0.6225385210304004, + "TN": 5931412, + "TP": 125571, + "n_pred": 146484, + "n_ref": 180795 + }, + "8": { + "Dice": 0.8204182041820418, + "FN": 484, + "FP": 100, + "IoU": 0.6955161626694474, + "TN": 6131202, + "TP": 1334, + "n_pred": 1434, + "n_ref": 1818 + }, + "9": { + "Dice": 0.29832860296436453, + "FN": 301, + "FP": 1924, + "IoU": 0.1753150481838399, + "TN": 6130422, + "TP": 473, + "n_pred": 2397, + "n_ref": 774 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9787138988923818, + "FN": 2591, + "FP": 1316, + "IoU": 0.9583151066394956, + "TN": 782433, + "TP": 89820, + "n_pred": 91136, + "n_ref": 92411 + }, + "10": { + "Dice": 0.2626865671641791, + "FN": 126, + "FP": 862, + "IoU": 0.15120274914089346, + "TN": 874996, + "TP": 176, + "n_pred": 1038, + "n_ref": 302 + }, + "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": 5476, + "IoU": 0.0, + "TN": 870684, + "TP": 0, + "n_pred": 5476, + "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": 0.9482549372954286, + "FN": 175, + "FP": 1232, + "IoU": 0.9016015105951465, + "TN": 861861, + "TP": 12892, + "n_pred": 14124, + "n_ref": 13067 + }, + "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": 161, + "IoU": 0.0, + "TN": 875999, + "TP": 0, + "n_pred": 161, + "n_ref": 0 + }, + "6": { + "Dice": 0.7266616878267363, + "FN": 118, + "FP": 2810, + "IoU": 0.5706744868035191, + "TN": 869340, + "TP": 3892, + "n_pred": 6702, + "n_ref": 4010 + }, + "7": { + "Dice": 0.9540337345642943, + "FN": 647, + "FP": 1713, + "IoU": 0.9121075565155861, + "TN": 849309, + "TP": 24491, + "n_pred": 26204, + "n_ref": 25138 + }, + "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": 4731, + "IoU": 0.0, + "TN": 871429, + "TP": 0, + "n_pred": 4731, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.914401657014837, + "FN": 1526, + "FP": 499, + "IoU": 0.84230200140176, + "TN": 1739479, + "TP": 10816, + "n_pred": 11315, + "n_ref": 12342 + }, + "10": { + "Dice": 0.8565587734241908, + "FN": 522, + "FP": 741, + "IoU": 0.7491060786650775, + "TN": 1747286, + "TP": 3771, + "n_pred": 4512, + "n_ref": 4293 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2552, + "FP": 0, + "IoU": 0.0, + "TN": 1749768, + "TP": 0, + "n_pred": 0, + "n_ref": 2552 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.982563308682782, + "FN": 4679, + "FP": 322, + "IoU": 0.9657242726431582, + "TN": 1606415, + "TP": 140904, + "n_pred": 141226, + "n_ref": 145583 + }, + "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": 0.7251231527093596, + "FN": 9, + "FP": 270, + "IoU": 0.5687789799072643, + "TN": 1751673, + "TP": 368, + "n_pred": 638, + "n_ref": 377 + }, + "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": 0.9735043253820297, + "FN": 2225, + "FP": 6942, + "IoU": 0.9483764515075405, + "TN": 1574746, + "TP": 168407, + "n_pred": 175349, + "n_ref": 170632 + }, + "7": { + "Dice": 0.9791270877383161, + "FN": 6462, + "FP": 8711, + "IoU": 0.9591077165218517, + "TN": 1381272, + "TP": 355875, + "n_pred": 364586, + "n_ref": 362337 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9736085312614915, + "FN": 279, + "FP": 2520, + "IoU": 0.9485742632468582, + "TN": 1522660, + "TP": 51629, + "n_pred": 54149, + "n_ref": 51908 + }, + "10": { + "Dice": 0.8043535970268118, + "FN": 1548, + "FP": 2137, + "IoU": 0.6727353463587922, + "TN": 1565828, + "TP": 7575, + "n_pred": 9712, + "n_ref": 9123 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 4507, + "FP": 0, + "IoU": 0.0, + "TN": 1572581, + "TP": 0, + "n_pred": 0, + "n_ref": 4507 + }, + "13": { + "Dice": 0.0, + "FN": 49, + "FP": 1551, + "IoU": 0.0, + "TN": 1575488, + "TP": 0, + "n_pred": 1551, + "n_ref": 49 + }, + "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": 0.9627314633955778, + "FN": 131, + "FP": 823, + "IoU": 0.928141006327207, + "TN": 1563812, + "TP": 12322, + "n_pred": 13145, + "n_ref": 12453 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1577082, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "5": { + "Dice": 0.0839129459277541, + "FN": 8131, + "FP": 35, + "IoU": 0.04379391100702576, + "TN": 1568548, + "TP": 374, + "n_pred": 409, + "n_ref": 8505 + }, + "6": { + "Dice": 0.9153780135757198, + "FN": 1721, + "FP": 3702, + "IoU": 0.8439604074351154, + "TN": 1542334, + "TP": 29331, + "n_pred": 33033, + "n_ref": 31052 + }, + "7": { + "Dice": 0.9631371754421513, + "FN": 4493, + "FP": 5695, + "IoU": 0.9288954648874248, + "TN": 1433806, + "TP": 133094, + "n_pred": 138789, + "n_ref": 137587 + }, + "8": { + "Dice": 0.918623269971622, + "FN": 3182, + "FP": 1951, + "IoU": 0.8494942090602551, + "TN": 1542983, + "TP": 28972, + "n_pred": 30923, + "n_ref": 32154 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 872, + "IoU": 0.0, + "TN": 1576216, + "TP": 0, + "n_pred": 872, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9835564282823438, + "FN": 3242, + "FP": 1146, + "IoU": 0.9676448901341985, + "TN": 3018556, + "TP": 131232, + "n_pred": 132378, + "n_ref": 134474 + }, + "10": { + "Dice": 0.8313253012048193, + "FN": 3099, + "FP": 6253, + "IoU": 0.711340206185567, + "TN": 3121778, + "TP": 23046, + "n_pred": 29299, + "n_ref": 26145 + }, + "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": 0.7408014039192746, + "FN": 3908, + "FP": 4954, + "IoU": 0.5883118089751928, + "TN": 3132650, + "TP": 12664, + "n_pred": 17618, + "n_ref": 16572 + }, + "14": { + "Dice": 0.9436039698356053, + "FN": 17032, + "FP": 4, + "IoU": 0.8932293788426706, + "TN": 2994619, + "TP": 142521, + "n_pred": 142525, + "n_ref": 159553 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 3154173, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1808, + "IoU": 0.0, + "TN": 3152368, + "TP": 0, + "n_pred": 1808, + "n_ref": 0 + }, + "3": { + "Dice": 0.8047337278106509, + "FN": 25, + "FP": 41, + "IoU": 0.6732673267326733, + "TN": 3153974, + "TP": 136, + "n_pred": 177, + "n_ref": 161 + }, + "4": { + "Dice": 0.8741911119276543, + "FN": 1235, + "FP": 4928, + "IoU": 0.7765004533091568, + "TN": 3126601, + "TP": 21412, + "n_pred": 26340, + "n_ref": 22647 + }, + "5": { + "Dice": 0.0, + "FN": 14, + "FP": 0, + "IoU": 0.0, + "TN": 3154162, + "TP": 0, + "n_pred": 0, + "n_ref": 14 + }, + "6": { + "Dice": 0.9391105429590257, + "FN": 7019, + "FP": 8366, + "IoU": 0.8852105530187722, + "TN": 3020148, + "TP": 118643, + "n_pred": 127009, + "n_ref": 125662 + }, + "7": { + "Dice": 0.7596470134525078, + "FN": 10056, + "FP": 21729, + "IoU": 0.6124442168410271, + "TN": 3072162, + "TP": 50229, + "n_pred": 71958, + "n_ref": 60285 + }, + "8": { + "Dice": 0.9092521430682826, + "FN": 1974, + "FP": 1096, + "IoU": 0.8336043360433605, + "TN": 3135726, + "TP": 15380, + "n_pred": 16476, + "n_ref": 17354 + }, + "9": { + "Dice": 0.8589806148250011, + "FN": 6095, + "FP": 263, + "IoU": 0.752818598864785, + "TN": 3128454, + "TP": 19364, + "n_pred": 19627, + "n_ref": 25459 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8859183248977328, + "FN": 1733, + "FP": 39402, + "IoU": 0.7952005177864628, + "TN": 3829481, + "TP": 159720, + "n_pred": 199122, + "n_ref": 161453 + }, + "10": { + "Dice": 0.7376195355191257, + "FN": 3718, + "FP": 8574, + "IoU": 0.584308420696652, + "TN": 4000766, + "TP": 17278, + "n_pred": 25852, + "n_ref": 20996 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 7110, + "FP": 0, + "IoU": 0.0, + "TN": 4023226, + "TP": 0, + "n_pred": 0, + "n_ref": 7110 + }, + "13": { + "Dice": 0.7703916778311923, + "FN": 808, + "FP": 10846, + "IoU": 0.6265342092613363, + "TN": 3999131, + "TP": 19551, + "n_pred": 30397, + "n_ref": 20359 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6259, + "IoU": 0.0, + "TN": 4024077, + "TP": 0, + "n_pred": 6259, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 13159, + "IoU": 0.0, + "TN": 4017177, + "TP": 0, + "n_pred": 13159, + "n_ref": 0 + }, + "2": { + "Dice": 0.9816544522680462, + "FN": 238, + "FP": 145, + "IoU": 0.963969896519285, + "TN": 4019706, + "TP": 10247, + "n_pred": 10392, + "n_ref": 10485 + }, + "3": { + "Dice": 0.9332548305946582, + "FN": 172, + "FP": 2322, + "IoU": 0.874862017059709, + "TN": 4010406, + "TP": 17436, + "n_pred": 19758, + "n_ref": 17608 + }, + "4": { + "Dice": 0.7461454580589949, + "FN": 16736, + "FP": 1655, + "IoU": 0.5950813536185297, + "TN": 3984917, + "TP": 27028, + "n_pred": 28683, + "n_ref": 43764 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8639089532209024, + "FN": 51787, + "FP": 8146, + "IoU": 0.760422288046498, + "TN": 3780175, + "TP": 190228, + "n_pred": 198374, + "n_ref": 242015 + }, + "7": { + "Dice": 0.6923865196881754, + "FN": 7179, + "FP": 66966, + "IoU": 0.529503962840046, + "TN": 3872747, + "TP": 83444, + "n_pred": 150410, + "n_ref": 90623 + }, + "8": { + "Dice": 0.9070651978901288, + "FN": 1054, + "FP": 4126, + "IoU": 0.8299353228930694, + "TN": 3999877, + "TP": 25279, + "n_pred": 29405, + "n_ref": 26333 + }, + "9": { + "Dice": 0.9412023079841076, + "FN": 749, + "FP": 2196, + "IoU": 0.8889349826519837, + "TN": 4003820, + "TP": 23571, + "n_pred": 25767, + "n_ref": 24320 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9226464984931299, + "FN": 42978, + "FP": 18982, + "IoU": 0.8564008908892438, + "TN": 3423625, + "TP": 369519, + "n_pred": 388501, + "n_ref": 412497 + }, + "10": { + "Dice": 0.8980994374334803, + "FN": 4712, + "FP": 1990, + "IoU": 0.8150458107958936, + "TN": 3818868, + "TP": 29534, + "n_pred": 31524, + "n_ref": 34246 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 4765, + "FP": 0, + "IoU": 0.0, + "TN": 3850339, + "TP": 0, + "n_pred": 0, + "n_ref": 4765 + }, + "13": { + "Dice": 0.48562019758507136, + "FN": 1189, + "FP": 1154, + "IoU": 0.32067265874166423, + "TN": 3851655, + "TP": 1106, + "n_pred": 2260, + "n_ref": 2295 + }, + "14": { + "Dice": 0.9862585008240353, + "FN": 2951, + "FP": 676, + "IoU": 0.9728895400116604, + "TN": 3721318, + "TP": 130159, + "n_pred": 130835, + "n_ref": 133110 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 223, + "IoU": 0.0, + "TN": 3854881, + "TP": 0, + "n_pred": 223, + "n_ref": 0 + }, + "3": { + "Dice": 0.9707525189869588, + "FN": 7145, + "FP": 2521, + "IoU": 0.9431672526723033, + "TN": 3685026, + "TP": 160412, + "n_pred": 162933, + "n_ref": 167557 + }, + "4": { + "Dice": 0.8887895494958525, + "FN": 473, + "FP": 4005, + "IoU": 0.7998390845699982, + "TN": 3832732, + "TP": 17894, + "n_pred": 21899, + "n_ref": 18367 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9179551811056248, + "FN": 13946, + "FP": 33576, + "IoU": 0.8483522725459599, + "TN": 3541733, + "TP": 265849, + "n_pred": 299425, + "n_ref": 279795 + }, + "7": { + "Dice": 0.9552538964303671, + "FN": 607, + "FP": 3932, + "IoU": 0.9143407122232916, + "TN": 3802115, + "TP": 48450, + "n_pred": 52382, + "n_ref": 49057 + }, + "8": { + "Dice": 0.8818117765475592, + "FN": 8793, + "FP": 2949, + "IoU": 0.7886076405141684, + "TN": 3799558, + "TP": 43804, + "n_pred": 46753, + "n_ref": 52597 + }, + "9": { + "Dice": 0.9059061306984055, + "FN": 654, + "FP": 603, + "IoU": 0.8279967159277504, + "TN": 3847796, + "TP": 6051, + "n_pred": 6654, + "n_ref": 6705 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8950810349729883, + "FN": 1212, + "FP": 1371, + "IoU": 0.8100874935666496, + "TN": 2439647, + "TP": 11018, + "n_pred": 12389, + "n_ref": 12230 + }, + "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": 0.8788308910257692, + "FN": 482, + "FP": 5579, + "IoU": 0.7838522163974181, + "TN": 2425207, + "TP": 21980, + "n_pred": 27559, + "n_ref": 22462 + }, + "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": 0.9464250925384765, + "FN": 216, + "FP": 59, + "IoU": 0.8982988165680473, + "TN": 2450544, + "TP": 2429, + "n_pred": 2488, + "n_ref": 2645 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8215275029679462, + "FN": 419, + "FP": 32, + "IoU": 0.697112155809268, + "TN": 2451759, + "TP": 1038, + "n_pred": 1070, + "n_ref": 1457 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9446800141148975, + "FN": 3015, + "FP": 6548, + "IoU": 0.8951597873156827, + "TN": 2362033, + "TP": 81652, + "n_pred": 88200, + "n_ref": 84667 + }, + "7": { + "Dice": 0.7677826626084996, + "FN": 7870, + "FP": 53930, + "IoU": 0.6230902936602324, + "TN": 2289283, + "TP": 102165, + "n_pred": 156095, + "n_ref": 110035 + }, + "8": { + "Dice": 0.0, + "FN": 678, + "FP": 4258, + "IoU": 0.0, + "TN": 2448312, + "TP": 0, + "n_pred": 4258, + "n_ref": 678 + }, + "9": { + "Dice": 0.9215316315205327, + "FN": 1725, + "FP": 1103, + "IoU": 0.8544818359576001, + "TN": 2433814, + "TP": 16606, + "n_pred": 17709, + "n_ref": 18331 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.964942808751537, + "FN": 651, + "FP": 860, + "IoU": 0.9322603783735318, + "TN": 1730014, + "TP": 20795, + "n_pred": 21655, + "n_ref": 21446 + }, + "10": { + "Dice": 0.8046815432318406, + "FN": 3352, + "FP": 12018, + "IoU": 0.6731942761157534, + "TN": 1705289, + "TP": 31661, + "n_pred": 43679, + "n_ref": 35013 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1393, + "FP": 0, + "IoU": 0.0, + "TN": 1750927, + "TP": 0, + "n_pred": 0, + "n_ref": 1393 + }, + "13": { + "Dice": 0.791415313225058, + "FN": 2460, + "FP": 4732, + "IoU": 0.654828181992705, + "TN": 1731484, + "TP": 13644, + "n_pred": 18376, + "n_ref": 16104 + }, + "14": { + "Dice": 0.8106311061721535, + "FN": 2127, + "FP": 18322, + "IoU": 0.6815640718189887, + "TN": 1688103, + "TP": 43768, + "n_pred": 62090, + "n_ref": 45895 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 10134, + "IoU": 0.0, + "TN": 1742186, + "TP": 0, + "n_pred": 10134, + "n_ref": 0 + }, + "2": { + "Dice": 0.9520249960449296, + "FN": 3519, + "FP": 3759, + "IoU": 0.9084424651847379, + "TN": 1672829, + "TP": 72213, + "n_pred": 75972, + "n_ref": 75732 + }, + "3": { + "Dice": 0.8816128109808408, + "FN": 185, + "FP": 1471, + "IoU": 0.7882894400409103, + "TN": 1744498, + "TP": 6166, + "n_pred": 7637, + "n_ref": 6351 + }, + "4": { + "Dice": 0.9447408050230991, + "FN": 5912, + "FP": 583, + "IoU": 0.8952689628482973, + "TN": 1690304, + "TP": 55521, + "n_pred": 56104, + "n_ref": 61433 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.954568444478163, + "FN": 9943, + "FP": 4429, + "IoU": 0.9130855477207029, + "TN": 1586962, + "TP": 150986, + "n_pred": 155415, + "n_ref": 160929 + }, + "7": { + "Dice": 0.8626993979995784, + "FN": 5033, + "FP": 18413, + "IoU": 0.7585500231707945, + "TN": 1655215, + "TP": 73659, + "n_pred": 92072, + "n_ref": 78692 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8547661870503597, + "FN": 294, + "FP": 998, + "IoU": 0.7463682764036121, + "TN": 2798618, + "TP": 3802, + "n_pred": 4800, + "n_ref": 4096 + }, + "10": { + "Dice": 0.8323424494649228, + "FN": 5398, + "FP": 4190, + "IoU": 0.7128309572301426, + "TN": 2770324, + "TP": 23800, + "n_pred": 27990, + "n_ref": 29198 + }, + "11": { + "Dice": 0.0, + "FN": 369, + "FP": 0, + "IoU": 0.0, + "TN": 2803343, + "TP": 0, + "n_pred": 0, + "n_ref": 369 + }, + "12": { + "Dice": 0.0, + "FN": 1136, + "FP": 0, + "IoU": 0.0, + "TN": 2802576, + "TP": 0, + "n_pred": 0, + "n_ref": 1136 + }, + "13": { + "Dice": 0.5337165598054389, + "FN": 6742, + "FP": 3803, + "IoU": 0.36399276236429434, + "TN": 2787132, + "TP": 6035, + "n_pred": 9838, + "n_ref": 12777 + }, + "14": { + "Dice": 0.6793229592007966, + "FN": 5034, + "FP": 23631, + "IoU": 0.514374777644129, + "TN": 2744685, + "TP": 30362, + "n_pred": 53993, + "n_ref": 35396 + }, + "15": { + "Dice": 0.5730708161321054, + "FN": 9961, + "FP": 3483, + "IoU": 0.4016112520585748, + "TN": 2781245, + "TP": 9023, + "n_pred": 12506, + "n_ref": 18984 + }, + "2": { + "Dice": 0.9449684593236851, + "FN": 4811, + "FP": 5300, + "IoU": 0.8956779232570856, + "TN": 2706791, + "TP": 86810, + "n_pred": 92110, + "n_ref": 91621 + }, + "3": { + "Dice": 0.9534729496055087, + "FN": 4582, + "FP": 2925, + "IoU": 0.9110829473983442, + "TN": 2719285, + "TP": 76920, + "n_pred": 79845, + "n_ref": 81502 + }, + "4": { + "Dice": 0.3781048758049678, + "FN": 264, + "FP": 5144, + "IoU": 0.23312535450935903, + "TN": 2796660, + "TP": 1644, + "n_pred": 6788, + "n_ref": 1908 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9660112406708588, + "FN": 9327, + "FP": 8894, + "IoU": 0.9342570042034241, + "TN": 2526557, + "TP": 258934, + "n_pred": 267828, + "n_ref": 268261 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 24190, + "IoU": 0.0, + "TN": 2779522, + "TP": 0, + "n_pred": 24190, + "n_ref": 0 + }, + "8": { + "Dice": 0.765921670286555, + "FN": 2733, + "FP": 3949, + "IoU": 0.6206426706029294, + "TN": 2786098, + "TP": 10932, + "n_pred": 14881, + "n_ref": 13665 + }, + "9": { + "Dice": 0.8203527815468113, + "FN": 4816, + "FP": 480, + "IoU": 0.6954221302047389, + "TN": 2786324, + "TP": 12092, + "n_pred": 12572, + "n_ref": 16908 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6944751381215469, + "FN": 1072, + "FP": 34, + "IoU": 0.531950909860347, + "TN": 3677509, + "TP": 1257, + "n_pred": 1291, + "n_ref": 2329 + }, + "10": { + "Dice": 0.6527403897921826, + "FN": 8808, + "FP": 7317, + "IoU": 0.4844948849104859, + "TN": 3648592, + "TP": 15155, + "n_pred": 22472, + "n_ref": 23963 + }, + "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": 0.5734194954842728, + "FN": 5354, + "FP": 5604, + "IoU": 0.40195382852153033, + "TN": 3661549, + "TP": 7365, + "n_pred": 12969, + "n_ref": 12719 + }, + "14": { + "Dice": 0.9288232675114015, + "FN": 9399, + "FP": 2431, + "IoU": 0.8671055292188097, + "TN": 3590854, + "TP": 77188, + "n_pred": 79619, + "n_ref": 86587 + }, + "15": { + "Dice": 0.36283653000175964, + "FN": 1477, + "FP": 2144, + "IoU": 0.22162510748065348, + "TN": 3675220, + "TP": 1031, + "n_pred": 3175, + "n_ref": 2508 + }, + "2": { + "Dice": 0.9187652315190902, + "FN": 13, + "FP": 387, + "IoU": 0.8497370398196844, + "TN": 3677210, + "TP": 2262, + "n_pred": 2649, + "n_ref": 2275 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 387, + "IoU": 0.0, + "TN": 3679485, + "TP": 0, + "n_pred": 387, + "n_ref": 0 + }, + "5": { + "Dice": 0.5670760510155881, + "FN": 2403, + "FP": 4929, + "IoU": 0.39574748640184604, + "TN": 3667738, + "TP": 4802, + "n_pred": 9731, + "n_ref": 7205 + }, + "6": { + "Dice": 0.8914850644126752, + "FN": 26769, + "FP": 43238, + "IoU": 0.8042156544695893, + "TN": 3322300, + "TP": 287565, + "n_pred": 330803, + "n_ref": 314334 + }, + "7": { + "Dice": 0.0, + "FN": 480, + "FP": 55066, + "IoU": 0.0, + "TN": 3624326, + "TP": 0, + "n_pred": 55066, + "n_ref": 480 + }, + "8": { + "Dice": 0.9692123566856885, + "FN": 1356, + "FP": 419, + "IoU": 0.9402638486908528, + "TN": 3650158, + "TP": 27939, + "n_pred": 28358, + "n_ref": 29295 + }, + "9": { + "Dice": 0.8349194264687222, + "FN": 7129, + "FP": 1978, + "IoU": 0.7166194728817251, + "TN": 3647735, + "TP": 23030, + "n_pred": 25008, + "n_ref": 30159 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.45454545454545453, + "FN": 5, + "FP": 7, + "IoU": 0.29411764705882354, + "TN": 1401839, + "TP": 5, + "n_pred": 12, + "n_ref": 10 + }, + "11": { + "Dice": 0.0, + "FN": 5984, + "FP": 0, + "IoU": 0.0, + "TN": 1395872, + "TP": 0, + "n_pred": 0, + "n_ref": 5984 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9175126903553299, + "FN": 151, + "FP": 239, + "IoU": 0.8475967174677609, + "TN": 1399297, + "TP": 2169, + "n_pred": 2408, + "n_ref": 2320 + }, + "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": 0.9533747296691629, + "FN": 4179, + "FP": 6536, + "IoU": 0.9109036029368967, + "TN": 1281593, + "TP": 109548, + "n_pred": 116084, + "n_ref": 113727 + }, + "3": { + "Dice": 0.9501854730079784, + "FN": 9307, + "FP": 2712, + "IoU": 0.90509842317623, + "TN": 1275209, + "TP": 114628, + "n_pred": 117340, + "n_ref": 123935 + }, + "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": 0.9293819966262843, + "FN": 3534, + "FP": 1992, + "IoU": 0.868079925517439, + "TN": 1359967, + "TP": 36363, + "n_pred": 38355, + "n_ref": 39897 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8140039721029052, + "FN": 1178, + "FP": 2849, + "IoU": 0.6863462886517642, + "TN": 1389017, + "TP": 8812, + "n_pred": 11661, + "n_ref": 9990 + }, + "9": { + "Dice": 0.9051135187357671, + "FN": 366, + "FP": 3759, + "IoU": 0.8266733896382201, + "TN": 1378057, + "TP": 19674, + "n_pred": 23433, + "n_ref": 20040 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8168303547469543, + "FN": 1896, + "FP": 1517, + "IoU": 0.6903746711421573, + "TN": 1040369, + "TP": 7610, + "n_pred": 9127, + "n_ref": 9506 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 289, + "FP": 0, + "IoU": 0.0, + "TN": 1051103, + "TP": 0, + "n_pred": 0, + "n_ref": 289 + }, + "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": 20, + "IoU": 0.0, + "TN": 1051372, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "5": { + "Dice": 0.5971731448763251, + "FN": 221, + "FP": 7, + "IoU": 0.4256926952141058, + "TN": 1050995, + "TP": 169, + "n_pred": 176, + "n_ref": 390 + }, + "6": { + "Dice": 0.8519868124240847, + "FN": 798, + "FP": 55, + "IoU": 0.7421402660217654, + "TN": 1048084, + "TP": 2455, + "n_pred": 2510, + "n_ref": 3253 + }, + "7": { + "Dice": 0.9636569956449733, + "FN": 490, + "FP": 6620, + "IoU": 0.9298629812672013, + "TN": 950019, + "TP": 94263, + "n_pred": 100883, + "n_ref": 94753 + }, + "8": { + "Dice": 0.9139117544261386, + "FN": 11544, + "FP": 2742, + "IoU": 0.8414709929424298, + "TN": 961276, + "TP": 75830, + "n_pred": 78572, + "n_ref": 87374 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/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": 0.8242455721186308, + "FN": 9000, + "FP": 7919, + "IoU": 0.7010354820469324, + "TN": 1345264, + "TP": 39673, + "n_pred": 47592, + "n_ref": 48673 + }, + "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": 0.649234577551951, + "FN": 23325, + "FP": 3598, + "IoU": 0.4806419876926638, + "TN": 1350017, + "TP": 24916, + "n_pred": 28514, + "n_ref": 48241 + }, + "14": { + "Dice": 0.6664019985669191, + "FN": 33545, + "FP": 907, + "IoU": 0.4997023074800691, + "TN": 1332993, + "TP": 34411, + "n_pred": 35318, + "n_ref": 67956 + }, + "15": { + "Dice": 0.499766109226991, + "FN": 942, + "FP": 33278, + "IoU": 0.3331254628366528, + "TN": 1350542, + "TP": 17094, + "n_pred": 50372, + "n_ref": 18036 + }, + "2": { + "Dice": 0.6918767507002801, + "FN": 45, + "FP": 175, + "IoU": 0.5289079229122056, + "TN": 1401389, + "TP": 247, + "n_pred": 422, + "n_ref": 292 + }, + "3": { + "Dice": 0.960309130808129, + "FN": 119, + "FP": 713, + "IoU": 0.9236487106543085, + "TN": 1390959, + "TP": 10065, + "n_pred": 10778, + "n_ref": 10184 + }, + "4": { + "Dice": 0.7889241622574956, + "FN": 466, + "FP": 5518, + "IoU": 0.6514242441894332, + "TN": 1384689, + "TP": 11183, + "n_pred": 16701, + "n_ref": 11649 + }, + "5": { + "Dice": 0.0, + "FN": 109, + "FP": 0, + "IoU": 0.0, + "TN": 1401747, + "TP": 0, + "n_pred": 0, + "n_ref": 109 + }, + "6": { + "Dice": 0.9148560616642751, + "FN": 8595, + "FP": 4815, + "IoU": 0.8430734664263815, + "TN": 1316402, + "TP": 72044, + "n_pred": 76859, + "n_ref": 80639 + }, + "7": { + "Dice": 0.8420928182971131, + "FN": 1093, + "FP": 13599, + "IoU": 0.7272541630311694, + "TN": 1347989, + "TP": 39175, + "n_pred": 52774, + "n_ref": 40268 + }, + "8": { + "Dice": 0.8244734202607823, + "FN": 333, + "FP": 17, + "IoU": 0.7013651877133106, + "TN": 1400684, + "TP": 822, + "n_pred": 839, + "n_ref": 1155 + }, + "9": { + "Dice": 0.9260168677271271, + "FN": 706, + "FP": 680, + "IoU": 0.8622266401590457, + "TN": 1391796, + "TP": 8674, + "n_pred": 9354, + "n_ref": 9380 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9766784834790139, + "FN": 2168, + "FP": 2141, + "IoU": 0.9544199625543438, + "TN": 1657783, + "TP": 90228, + "n_pred": 92369, + "n_ref": 92396 + }, + "10": { + "Dice": 0.855569829326482, + "FN": 346, + "FP": 441, + "IoU": 0.7475946119307249, + "TN": 1749202, + "TP": 2331, + "n_pred": 2772, + "n_ref": 2677 + }, + "11": { + "Dice": 0.0, + "FN": 3322, + "FP": 0, + "IoU": 0.0, + "TN": 1748998, + "TP": 0, + "n_pred": 0, + "n_ref": 3322 + }, + "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": 0.2315311435618369, + "FN": 248, + "FP": 58639, + "IoU": 0.13092180997077835, + "TN": 1684562, + "TP": 8871, + "n_pred": 67510, + "n_ref": 9119 + }, + "3": { + "Dice": 0.42649921507064364, + "FN": 63300, + "FP": 631, + "IoU": 0.2710511613057706, + "TN": 1664617, + "TP": 23772, + "n_pred": 24403, + "n_ref": 87072 + }, + "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": 0.9574499904596391, + "FN": 5044, + "FP": 3207, + "IoU": 0.9183732019548485, + "TN": 1651238, + "TP": 92831, + "n_pred": 96038, + "n_ref": 97875 + }, + "7": { + "Dice": 0.9869235932497371, + "FN": 6894, + "FP": 4113, + "IoU": 0.9741847571157851, + "TN": 1325944, + "TP": 415369, + "n_pred": 419482, + "n_ref": 422263 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9299524564183835, + "FN": 147, + "FP": 2063, + "IoU": 0.8690758293838863, + "TN": 1735440, + "TP": 14670, + "n_pred": 16733, + "n_ref": 14817 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.935862538278326, + "FN": 890, + "FP": 5896, + "IoU": 0.8794564348521183, + "TN": 2747417, + "TP": 49509, + "n_pred": 55405, + "n_ref": 50399 + }, + "10": { + "Dice": 0.9125775521714607, + "FN": 86, + "FP": 69, + "IoU": 0.8392116182572614, + "TN": 2802748, + "TP": 809, + "n_pred": 878, + "n_ref": 895 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.05513185938422823, + "FN": 964, + "FP": 72628, + "IoU": 0.028347350770408904, + "TN": 2727973, + "TP": 2147, + "n_pred": 74775, + "n_ref": 3111 + }, + "15": { + "Dice": 0.15029761904761904, + "FN": 1232, + "FP": 19324, + "IoU": 0.08125502815768303, + "TN": 2781338, + "TP": 1818, + "n_pred": 21142, + "n_ref": 3050 + }, + "2": { + "Dice": 0.9576362808694663, + "FN": 3879, + "FP": 2077, + "IoU": 0.9187160520784998, + "TN": 2730438, + "TP": 67318, + "n_pred": 69395, + "n_ref": 71197 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11886, + "IoU": 0.0, + "TN": 2791826, + "TP": 0, + "n_pred": 11886, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 40634, + "IoU": 0.0, + "TN": 2763078, + "TP": 0, + "n_pred": 40634, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9639621044810006, + "FN": 2795, + "FP": 11173, + "IoU": 0.9304313178603446, + "TN": 2602932, + "TP": 186812, + "n_pred": 197985, + "n_ref": 189607 + }, + "7": { + "Dice": 0.23347561529379712, + "FN": 10478, + "FP": 158326, + "IoU": 0.13216665295714403, + "TN": 2609200, + "TP": 25708, + "n_pred": 184034, + "n_ref": 36186 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 2803709, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "9": { + "Dice": 0.3626237623762376, + "FN": 1914, + "FP": 146, + "IoU": 0.2214663643235072, + "TN": 2801066, + "TP": 586, + "n_pred": 732, + "n_ref": 2500 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8878551007254879, + "FN": 966, + "FP": 12606, + "IoU": 0.7983268199176784, + "TN": 2035487, + "TP": 53725, + "n_pred": 66331, + "n_ref": 54691 + }, + "10": { + "Dice": 0.7695091185539426, + "FN": 15099, + "FP": 12036, + "IoU": 0.6253675912247518, + "TN": 2030353, + "TP": 45296, + "n_pred": 57332, + "n_ref": 60395 + }, + "11": { + "Dice": 0.0, + "FN": 2167, + "FP": 0, + "IoU": 0.0, + "TN": 2100617, + "TP": 0, + "n_pred": 0, + "n_ref": 2167 + }, + "12": { + "Dice": 0.0, + "FN": 4135, + "FP": 0, + "IoU": 0.0, + "TN": 2098649, + "TP": 0, + "n_pred": 0, + "n_ref": 4135 + }, + "13": { + "Dice": 0.680646782551429, + "FN": 17041, + "FP": 1386, + "IoU": 0.5158942833123161, + "TN": 2064720, + "TP": 19637, + "n_pred": 21023, + "n_ref": 36678 + }, + "14": { + "Dice": 0.8923487083915722, + "FN": 649, + "FP": 7669, + "IoU": 0.8056224148809384, + "TN": 2059991, + "TP": 34475, + "n_pred": 42144, + "n_ref": 35124 + }, + "15": { + "Dice": 0.8553373319220667, + "FN": 13299, + "FP": 5152, + "IoU": 0.7472396504013809, + "TN": 2029786, + "TP": 54547, + "n_pred": 59699, + "n_ref": 67846 + }, + "2": { + "Dice": 0.9400625092287247, + "FN": 1690, + "FP": 8052, + "IoU": 0.8869037253741047, + "TN": 2016645, + "TP": 76397, + "n_pred": 84449, + "n_ref": 78087 + }, + "3": { + "Dice": 0.8870211588210707, + "FN": 7551, + "FP": 12451, + "IoU": 0.7969793548649032, + "TN": 2004262, + "TP": 78520, + "n_pred": 90971, + "n_ref": 86071 + }, + "4": { + "Dice": 0.8128453461107147, + "FN": 982, + "FP": 8197, + "IoU": 0.6847004671613081, + "TN": 2073672, + "TP": 19933, + "n_pred": 28130, + "n_ref": 20915 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 166, + "IoU": 0.0, + "TN": 2102618, + "TP": 0, + "n_pred": 166, + "n_ref": 0 + }, + "6": { + "Dice": 0.9467793542136729, + "FN": 11840, + "FP": 9035, + "IoU": 0.8989373290406913, + "TN": 1896229, + "TP": 185680, + "n_pred": 194715, + "n_ref": 197520 + }, + "7": { + "Dice": 0.9235512801046223, + "FN": 57357, + "FP": 5075, + "IoU": 0.8579612414740798, + "TN": 1663242, + "TP": 377110, + "n_pred": 382185, + "n_ref": 434467 + }, + "8": { + "Dice": 0.9071783678913544, + "FN": 1272, + "FP": 1790, + "IoU": 0.830124826629681, + "TN": 2084759, + "TP": 14963, + "n_pred": 16753, + "n_ref": 16235 + }, + "9": { + "Dice": 0.9051802484095729, + "FN": 1494, + "FP": 1636, + "IoU": 0.8267847260653016, + "TN": 2084714, + "TP": 14940, + "n_pred": 16576, + "n_ref": 16434 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6700967944744729, + "FN": 115694, + "FP": 32805, + "IoU": 0.5038688467629312, + "TN": 4431950, + "TP": 150815, + "n_pred": 183620, + "n_ref": 266509 + }, + "10": { + "Dice": 0.8843752295599794, + "FN": 5931, + "FP": 6661, + "IoU": 0.7927174557187068, + "TN": 4670516, + "TP": 48156, + "n_pred": 54817, + "n_ref": 54087 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6094, + "FP": 0, + "IoU": 0.0, + "TN": 4725170, + "TP": 0, + "n_pred": 0, + "n_ref": 6094 + }, + "13": { + "Dice": 0.34643907148185527, + "FN": 18168, + "FP": 11620, + "IoU": 0.20951092004352095, + "TN": 4693581, + "TP": 7895, + "n_pred": 19515, + "n_ref": 26063 + }, + "14": { + "Dice": 0.0, + "FN": 279, + "FP": 387, + "IoU": 0.0, + "TN": 4730598, + "TP": 0, + "n_pred": 387, + "n_ref": 279 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 42588, + "IoU": 0.0, + "TN": 4688676, + "TP": 0, + "n_pred": 42588, + "n_ref": 0 + }, + "2": { + "Dice": 0.8558337589101398, + "FN": 2591, + "FP": 17452, + "IoU": 0.7479977368454139, + "TN": 4651729, + "TP": 59492, + "n_pred": 76944, + "n_ref": 62083 + }, + "3": { + "Dice": 0.551764972911095, + "FN": 6404, + "FP": 39017, + "IoU": 0.3809913188056203, + "TN": 4657887, + "TP": 27956, + "n_pred": 66973, + "n_ref": 34360 + }, + "4": { + "Dice": 0.0, + "FN": 12635, + "FP": 2563, + "IoU": 0.0, + "TN": 4716066, + "TP": 0, + "n_pred": 2563, + "n_ref": 12635 + }, + "5": { + "Dice": 0.7059268504860244, + "FN": 6859, + "FP": 916, + "IoU": 0.5455076869117905, + "TN": 4714157, + "TP": 9332, + "n_pred": 10248, + "n_ref": 16191 + }, + "6": { + "Dice": 0.593035889527548, + "FN": 31309, + "FP": 572489, + "IoU": 0.4215003674318383, + "TN": 3687533, + "TP": 439933, + "n_pred": 1012422, + "n_ref": 471242 + }, + "7": { + "Dice": 0.7490106773212606, + "FN": 42752, + "FP": 49277, + "IoU": 0.5987346684281896, + "TN": 4501917, + "TP": 137318, + "n_pred": 186595, + "n_ref": 180070 + }, + "8": { + "Dice": 0.8254358470079692, + "FN": 1967, + "FP": 6554, + "IoU": 0.7027592702410437, + "TN": 4702597, + "TP": 20146, + "n_pred": 26700, + "n_ref": 22113 + }, + "9": { + "Dice": 0.7516566241242428, + "FN": 3879, + "FP": 11824, + "IoU": 0.6021232928775939, + "TN": 4691797, + "TP": 23764, + "n_pred": 35588, + "n_ref": 27643 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9655451491126718, + "FN": 2762, + "FP": 3709, + "IoU": 0.933385491193214, + "TN": 2706571, + "TP": 90670, + "n_pred": 94379, + "n_ref": 93432 + }, + "10": { + "Dice": 0.714397680068971, + "FN": 2678, + "FP": 11898, + "IoU": 0.5556910321282692, + "TN": 2770906, + "TP": 18230, + "n_pred": 30128, + "n_ref": 20908 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1119, + "FP": 0, + "IoU": 0.0, + "TN": 2802593, + "TP": 0, + "n_pred": 0, + "n_ref": 1119 + }, + "13": { + "Dice": 0.0, + "FN": 9818, + "FP": 6413, + "IoU": 0.0, + "TN": 2787481, + "TP": 0, + "n_pred": 6413, + "n_ref": 9818 + }, + "14": { + "Dice": 0.6115126602588591, + "FN": 23648, + "FP": 1775, + "IoU": 0.4404164465574925, + "TN": 2758280, + "TP": 20009, + "n_pred": 21784, + "n_ref": 43657 + }, + "15": { + "Dice": 0.015997286679291144, + "FN": 24252, + "FP": 10563, + "IoU": 0.00806313750071229, + "TN": 2768614, + "TP": 283, + "n_pred": 10846, + "n_ref": 24535 + }, + "2": { + "Dice": 0.4796265125289802, + "FN": 125674, + "FP": 21791, + "IoU": 0.31546624331550804, + "TN": 2588288, + "TP": 67959, + "n_pred": 89750, + "n_ref": 193633 + }, + "3": { + "Dice": 0.496252151279389, + "FN": 146925, + "FP": 65577, + "IoU": 0.33001021527751506, + "TN": 2486540, + "TP": 104670, + "n_pred": 170247, + "n_ref": 251595 + }, + "4": { + "Dice": 0.2432035268185158, + "FN": 0, + "FP": 2060, + "IoU": 0.13843580092011712, + "TN": 2801321, + "TP": 331, + "n_pred": 2391, + "n_ref": 331 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9689464072044839, + "FN": 5421, + "FP": 4441, + "IoU": 0.9397633779417424, + "TN": 2639991, + "TP": 153859, + "n_pred": 158300, + "n_ref": 159280 + }, + "7": { + "Dice": 0.9403907074973601, + "FN": 6198, + "FP": 7350, + "IoU": 0.8874881658278938, + "TN": 2683298, + "TP": 106866, + "n_pred": 114216, + "n_ref": 113064 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 0.8792730899218794, + "FN": 1309, + "FP": 870, + "IoU": 0.7845560609056753, + "TN": 866046, + "TP": 7935, + "n_pred": 8805, + "n_ref": 9244 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1700, + "FP": 0, + "IoU": 0.0, + "TN": 874460, + "TP": 0, + "n_pred": 0, + "n_ref": 1700 + }, + "13": { + "Dice": 0.5507020280811232, + "FN": 4483, + "FP": 125, + "IoU": 0.379978471474704, + "TN": 868728, + "TP": 2824, + "n_pred": 2949, + "n_ref": 7307 + }, + "14": { + "Dice": 0.9591521307131817, + "FN": 1941, + "FP": 1759, + "IoU": 0.9215103945693678, + "TN": 829020, + "TP": 43440, + "n_pred": 45199, + "n_ref": 45381 + }, + "15": { + "Dice": 0.9753676081157857, + "FN": 2556, + "FP": 2560, + "IoU": 0.9519195526526009, + "TN": 769755, + "TP": 101289, + "n_pred": 103849, + "n_ref": 103845 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9619530754597336, + "FN": 459, + "FP": 261, + "IoU": 0.9266951740989615, + "TN": 866338, + "TP": 9102, + "n_pred": 9363, + "n_ref": 9561 + }, + "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": 0.8792015396320996, + "FN": 2152, + "FP": 547, + "IoU": 0.7844421372094881, + "TN": 863639, + "TP": 9822, + "n_pred": 10369, + "n_ref": 11974 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9585500811768993, + "FN": 335, + "FP": 916, + "IoU": 0.9203995927716976, + "TN": 860444, + "TP": 14465, + "n_pred": 15381, + "n_ref": 14800 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 876155, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9541608456124627, + "FN": 684, + "FP": 1055, + "IoU": 0.9123399536243573, + "TN": 3835266, + "TP": 18099, + "n_pred": 19154, + "n_ref": 18783 + }, + "10": { + "Dice": 0.8124853443109872, + "FN": 3040, + "FP": 4157, + "IoU": 0.6841897406643556, + "TN": 3832315, + "TP": 15592, + "n_pred": 19749, + "n_ref": 18632 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 3855020, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "13": { + "Dice": 0.9028482247366367, + "FN": 1076, + "FP": 418, + "IoU": 0.8229018492176386, + "TN": 3846668, + "TP": 6942, + "n_pred": 7360, + "n_ref": 8018 + }, + "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": 2482, + "IoU": 0.0, + "TN": 3852622, + "TP": 0, + "n_pred": 2482, + "n_ref": 0 + }, + "2": { + "Dice": 0.9752891860680265, + "FN": 1355, + "FP": 2518, + "IoU": 0.9517701704793096, + "TN": 3774801, + "TP": 76430, + "n_pred": 78948, + "n_ref": 77785 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11987, + "IoU": 0.0, + "TN": 3843117, + "TP": 0, + "n_pred": 11987, + "n_ref": 0 + }, + "4": { + "Dice": 0.7311401669652727, + "FN": 2367, + "FP": 4686, + "IoU": 0.5762182298864388, + "TN": 3838461, + "TP": 9590, + "n_pred": 14276, + "n_ref": 11957 + }, + "5": { + "Dice": 0.8845080900130184, + "FN": 240, + "FP": 381, + "IoU": 0.7929309769923307, + "TN": 3852105, + "TP": 2378, + "n_pred": 2759, + "n_ref": 2618 + }, + "6": { + "Dice": 0.905585877840001, + "FN": 6689, + "FP": 25209, + "IoU": 0.8274617985125085, + "TN": 3670229, + "TP": 152977, + "n_pred": 178186, + "n_ref": 159666 + }, + "7": { + "Dice": 0.9605797079225855, + "FN": 32780, + "FP": 8352, + "IoU": 0.9241494660477948, + "TN": 3312827, + "TP": 501145, + "n_pred": 509497, + "n_ref": 533925 + }, + "8": { + "Dice": 0.9574215033301617, + "FN": 488, + "FP": 1660, + "IoU": 0.918320784850559, + "TN": 3828806, + "TP": 24150, + "n_pred": 25810, + "n_ref": 24638 + }, + "9": { + "Dice": 0.6139339968569932, + "FN": 710, + "FP": 27, + "IoU": 0.4429327286470144, + "TN": 3853781, + "TP": 586, + "n_pred": 613, + "n_ref": 1296 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9645872715816005, + "FN": 360, + "FP": 202, + "IoU": 0.9315968841285297, + "TN": 1568872, + "TP": 7654, + "n_pred": 7856, + "n_ref": 8014 + }, + "10": { + "Dice": 0.8628221930974225, + "FN": 578, + "FP": 50, + "IoU": 0.758739915482136, + "TN": 1574485, + "TP": 1975, + "n_pred": 2025, + "n_ref": 2553 + }, + "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": 0.8215228426395939, + "FN": 689, + "FP": 4585, + "IoU": 0.69710544452102, + "TN": 1559676, + "TP": 12138, + "n_pred": 16723, + "n_ref": 12827 + }, + "14": { + "Dice": 0.9267729372339462, + "FN": 1315, + "FP": 1919, + "IoU": 0.8635385459302081, + "TN": 1553389, + "TP": 20465, + "n_pred": 22384, + "n_ref": 21780 + }, + "15": { + "Dice": 0.8876163720625025, + "FN": 20111, + "FP": 1811, + "IoU": 0.7979408809784964, + "TN": 1468595, + "TP": 86571, + "n_pred": 88382, + "n_ref": 106682 + }, + "2": { + "Dice": 0.9662531270740797, + "FN": 489, + "FP": 172, + "IoU": 0.9347096009482418, + "TN": 1566964, + "TP": 9463, + "n_pred": 9635, + "n_ref": 9952 + }, + "3": { + "Dice": 0.9708626353570994, + "FN": 2325, + "FP": 3662, + "IoU": 0.9433751690611079, + "TN": 1471357, + "TP": 99744, + "n_pred": 103406, + "n_ref": 102069 + }, + "4": { + "Dice": 0.8958646319285206, + "FN": 261, + "FP": 5007, + "IoU": 0.8113720996849041, + "TN": 1549160, + "TP": 22660, + "n_pred": 27667, + "n_ref": 22921 + }, + "5": { + "Dice": 0.6354679802955665, + "FN": 93, + "FP": 55, + "IoU": 0.4657039711191336, + "TN": 1576811, + "TP": 129, + "n_pred": 184, + "n_ref": 222 + }, + "6": { + "Dice": 0.9460944941893694, + "FN": 9168, + "FP": 2150, + "IoU": 0.8977033414980251, + "TN": 1466449, + "TP": 99321, + "n_pred": 101471, + "n_ref": 108489 + }, + "7": { + "Dice": 0.9454283798590328, + "FN": 4559, + "FP": 2115, + "IoU": 0.8965046676798065, + "TN": 1512602, + "TP": 57812, + "n_pred": 59927, + "n_ref": 62371 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7804914593946659, + "FN": 1685, + "FP": 1245, + "IoU": 0.6400049146086743, + "TN": 1568949, + "TP": 5209, + "n_pred": 6454, + "n_ref": 6894 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8917025407276103, + "FN": 140, + "FP": 1143, + "IoU": 0.8045696877380045, + "TN": 4724699, + "TP": 5282, + "n_pred": 6425, + "n_ref": 5422 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7803709466301153, + "FN": 7201, + "FP": 1692, + "IoU": 0.6398428640855338, + "TN": 4706572, + "TP": 15799, + "n_pred": 17491, + "n_ref": 23000 + }, + "14": { + "Dice": 0.19394987035436473, + "FN": 4647, + "FP": 16, + "IoU": 0.10738897396630934, + "TN": 4726040, + "TP": 561, + "n_pred": 577, + "n_ref": 5208 + }, + "15": { + "Dice": 0.7821480137305685, + "FN": 8168, + "FP": 30609, + "IoU": 0.6422356924723445, + "TN": 4622877, + "TP": 69610, + "n_pred": 100219, + "n_ref": 77778 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9455759221543336, + "FN": 563, + "FP": 3285, + "IoU": 0.8967700397038308, + "TN": 4693988, + "TP": 33428, + "n_pred": 36713, + "n_ref": 33991 + }, + "4": { + "Dice": 0.9115463505835799, + "FN": 1028, + "FP": 3845, + "IoU": 0.83746914815556, + "TN": 4701282, + "TP": 25109, + "n_pred": 28954, + "n_ref": 26137 + }, + "5": { + "Dice": 0.7987964919019269, + "FN": 1094, + "FP": 2049, + "IoU": 0.6649968023875507, + "TN": 4721882, + "TP": 6239, + "n_pred": 8288, + "n_ref": 7333 + }, + "6": { + "Dice": 0.9302697244640743, + "FN": 4633, + "FP": 4966, + "IoU": 0.8696301728938326, + "TN": 4657635, + "TP": 64030, + "n_pred": 68996, + "n_ref": 68663 + }, + "7": { + "Dice": 0.8295812078076794, + "FN": 1191, + "FP": 4388, + "IoU": 0.7087900615930681, + "TN": 4712106, + "TP": 13579, + "n_pred": 17967, + "n_ref": 14770 + }, + "8": { + "Dice": 0.9422123213196488, + "FN": 1558, + "FP": 621, + "IoU": 0.8907386050243193, + "TN": 4711321, + "TP": 17764, + "n_pred": 18385, + "n_ref": 19322 + }, + "9": { + "Dice": 0.8000505880865056, + "FN": 685, + "FP": 896, + "IoU": 0.6667369308600337, + "TN": 4726520, + "TP": 3163, + "n_pred": 4059, + "n_ref": 3848 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9857492858594828, + "FN": 2148, + "FP": 516, + "IoU": 0.9718990306009431, + "TN": 1657519, + "TP": 92137, + "n_pred": 92653, + "n_ref": 94285 + }, + "10": { + "Dice": 0.8020063560133247, + "FN": 1832, + "FP": 3339, + "IoU": 0.6694579391459985, + "TN": 1736676, + "TP": 10473, + "n_pred": 13812, + "n_ref": 12305 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1426, + "FP": 0, + "IoU": 0.0, + "TN": 1750894, + "TP": 0, + "n_pred": 0, + "n_ref": 1426 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9860404376998244, + "FN": 1986, + "FP": 1734, + "IoU": 0.972465248478927, + "TN": 1617218, + "TP": 131382, + "n_pred": 133116, + "n_ref": 133368 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1752316, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9630992788887526, + "FN": 2912, + "FP": 2502, + "IoU": 0.9288249677911288, + "TN": 1676254, + "TP": 70652, + "n_pred": 73154, + "n_ref": 73564 + }, + "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": 0.7357490535424553, + "FN": 492, + "FP": 1951, + "IoU": 0.5819644079397673, + "TN": 1746476, + "TP": 3401, + "n_pred": 5352, + "n_ref": 3893 + }, + "7": { + "Dice": 0.9786843850071241, + "FN": 1311, + "FP": 4733, + "IoU": 0.958258515428603, + "TN": 1607524, + "TP": 138752, + "n_pred": 143485, + "n_ref": 140063 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.5400840609494981, + "FN": 9917.373333333333, + "FP": 6820.191111111111, + "IoU": 0.4602462918120241, + "TN": 2798517.548888889, + "TP": 35185.420000000006, + "n_pred": 42005.61111111112, + "n_ref": 45102.793333333335 + }, + "mean": { + "1": { + "Dice": 0.6517901572827419, + "FN": 7918.5, + "FP": 7835.666666666667, + "IoU": 0.5738829331971741, + "TN": 2800215.966666667, + "TP": 34470.4, + "n_pred": 42306.066666666666, + "n_ref": 42388.9 + }, + "10": { + "Dice": 0.6779891082164229, + "FN": 6922.433333333333, + "FP": 5288.0, + "IoU": 0.5578933640116468, + "TN": 2819702.6666666665, + "TP": 18527.433333333334, + "n_pred": 23815.433333333334, + "n_ref": 25449.866666666665 + }, + "11": { + "Dice": 0.0, + "FN": 209.36666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 2850231.1666666665, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 209.36666666666667 + }, + "12": { + "Dice": 0.0, + "FN": 369.53333333333336, + "FP": 0.0, + "IoU": 0.0, + "TN": 2850071.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 369.53333333333336 + }, + "13": { + "Dice": 0.5929923455875494, + "FN": 5044.933333333333, + "FP": 7294.5, + "IoU": 0.4609066322844778, + "TN": 2826510.6666666665, + "TP": 11590.433333333332, + "n_pred": 18884.933333333334, + "n_ref": 16635.366666666665 + }, + "14": { + "Dice": 0.6850328102631438, + "FN": 7575.066666666667, + "FP": 7401.633333333333, + "IoU": 0.5698856464050045, + "TN": 2813274.1333333333, + "TP": 22189.7, + "n_pred": 29591.333333333332, + "n_ref": 29764.766666666666 + }, + "15": { + "Dice": 0.49304049554384166, + "FN": 6309.0, + "FP": 7016.8, + "IoU": 0.37879925243773355, + "TN": 2826285.0, + "TP": 10829.733333333334, + "n_pred": 17846.533333333333, + "n_ref": 17138.733333333334 + }, + "2": { + "Dice": 0.6855750497984444, + "FN": 6640.066666666667, + "FP": 10225.533333333333, + "IoU": 0.6093011412579074, + "TN": 2794303.1333333333, + "TP": 39271.8, + "n_pred": 49497.333333333336, + "n_ref": 45911.86666666667 + }, + "3": { + "Dice": 0.6617690348976606, + "FN": 10053.033333333333, + "FP": 5870.0, + "IoU": 0.5857002532738003, + "TN": 2804975.533333333, + "TP": 29541.966666666667, + "n_pred": 35411.96666666667, + "n_ref": 39595.0 + }, + "4": { + "Dice": 0.3723877738345041, + "FN": 5041.733333333334, + "FP": 3352.733333333333, + "IoU": 0.2984777776488276, + "TN": 2836723.033333333, + "TP": 5323.033333333334, + "n_pred": 8675.766666666666, + "n_ref": 10364.766666666666 + }, + "5": { + "Dice": 0.15037138399820185, + "FN": 1417.6666666666667, + "FP": 152.93333333333334, + "IoU": 0.0990475324202083, + "TN": 2848357.533333333, + "TP": 512.4, + "n_pred": 665.3333333333334, + "n_ref": 1930.0666666666666 + }, + "6": { + "Dice": 0.9046135652308901, + "FN": 74220.86666666667, + "FP": 14249.9, + "IoU": 0.8332976864203613, + "TN": 2509931.566666667, + "TP": 252038.2, + "n_pred": 266288.1, + "n_ref": 326259.06666666665 + }, + "7": { + "Dice": 0.755608141034842, + "FN": 12892.6, + "FP": 29912.566666666666, + "IoU": 0.6657068428654213, + "TN": 2724975.466666667, + "TP": 82659.9, + "n_pred": 112572.46666666666, + "n_ref": 95552.5 + }, + "8": { + "Dice": 0.7101072928020511, + "FN": 2027.4666666666667, + "FP": 1320.4666666666667, + "IoU": 0.6286078187332483, + "TN": 2836856.433333333, + "TP": 10236.166666666666, + "n_pred": 11556.633333333333, + "n_ref": 12263.633333333333 + }, + "9": { + "Dice": 0.7599837557521787, + "FN": 2118.3333333333335, + "FP": 2382.133333333333, + "IoU": 0.6421874962245502, + "TN": 2835349.933333333, + "TP": 10590.133333333333, + "n_pred": 12972.266666666666, + "n_ref": 12708.466666666667 + } + }, + "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": 0.8658047627790182, + "FN": 10454, + "FP": 12205, + "IoU": 0.7633648373453084, + "TN": 1306101, + "TP": 73096, + "n_pred": 85301, + "n_ref": 83550 + }, + "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": 0.619583759808939, + "FN": 9699, + "FP": 7026, + "IoU": 0.448838358872961, + "TN": 1371511, + "TP": 13620, + "n_pred": 20646, + "n_ref": 23319 + }, + "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": 0.8456501403180543, + "FN": 22, + "FP": 143, + "IoU": 0.7325769854132901, + "TN": 1401239, + "TP": 452, + "n_pred": 595, + "n_ref": 474 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 297, + "FP": 0, + "IoU": 0.0, + "TN": 1401559, + "TP": 0, + "n_pred": 0, + "n_ref": 297 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8239751980709611, + "FN": 436, + "FP": 75, + "IoU": 0.7006444053895724, + "TN": 1400149, + "TP": 1196, + "n_pred": 1271, + "n_ref": 1632 + }, + "7": { + "Dice": 0.7969441093687173, + "FN": 4825, + "FP": 730, + "IoU": 0.6624331550802139, + "TN": 1385400, + "TP": 10901, + "n_pred": 11631, + "n_ref": 15726 + }, + "8": { + "Dice": 0.9242282507015903, + "FN": 132, + "FP": 516, + "IoU": 0.8591304347826086, + "TN": 1397256, + "TP": 3952, + "n_pred": 4468, + "n_ref": 4084 + }, + "9": { + "Dice": 0.7701902581511013, + "FN": 424, + "FP": 2487, + "IoU": 0.6262678135832584, + "TN": 1394067, + "TP": 4878, + "n_pred": 7365, + "n_ref": 5302 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 2278012, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "14": { + "Dice": 0.8314896286312505, + "FN": 1793, + "FP": 18086, + "IoU": 0.7115808716847543, + "TN": 2209092, + "TP": 49045, + "n_pred": 67131, + "n_ref": 50838 + }, + "15": { + "Dice": 0.8538243410891967, + "FN": 22148, + "FP": 946, + "IoU": 0.7449332346671673, + "TN": 2187475, + "TP": 67447, + "n_pred": 68393, + "n_ref": 89595 + }, + "2": { + "Dice": 0.9457193160454777, + "FN": 464, + "FP": 1355, + "IoU": 0.8970280215114633, + "TN": 2260351, + "TP": 15846, + "n_pred": 17201, + "n_ref": 16310 + }, + "3": { + "Dice": 0.947877700324384, + "FN": 805, + "FP": 6747, + "IoU": 0.9009196940475722, + "TN": 2201795, + "TP": 68669, + "n_pred": 75416, + "n_ref": 69474 + }, + "4": { + "Dice": 0.0, + "FN": 26, + "FP": 0, + "IoU": 0.0, + "TN": 2277990, + "TP": 0, + "n_pred": 0, + "n_ref": 26 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9684251397647887, + "FN": 8330, + "FP": 2079, + "IoU": 0.9387831916958274, + "TN": 2107981, + "TP": 159626, + "n_pred": 161705, + "n_ref": 167956 + }, + "7": { + "Dice": 0.9500413531007991, + "FN": 3508, + "FP": 3801, + "IoU": 0.9048369246793828, + "TN": 2201211, + "TP": 69496, + "n_pred": 73297, + "n_ref": 73004 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8461959496442255, + "FN": 109176, + "FP": 2381, + "IoU": 0.7333965844402277, + "TN": 3086202, + "TP": 306881, + "n_pred": 309262, + "n_ref": 416057 + }, + "10": { + "Dice": 0.13132331008908057, + "FN": 1660, + "FP": 19891, + "IoU": 0.07027610008628128, + "TN": 3481460, + "TP": 1629, + "n_pred": 21520, + "n_ref": 3289 + }, + "11": { + "Dice": 0.0, + "FN": 1303, + "FP": 0, + "IoU": 0.0, + "TN": 3503337, + "TP": 0, + "n_pred": 0, + "n_ref": 1303 + }, + "12": { + "Dice": 0.0, + "FN": 330, + "FP": 0, + "IoU": 0.0, + "TN": 3504310, + "TP": 0, + "n_pred": 0, + "n_ref": 330 + }, + "13": { + "Dice": 0.4377012346250955, + "FN": 23156, + "FP": 1119, + "IoU": 0.2801648726388518, + "TN": 3470917, + "TP": 9448, + "n_pred": 10567, + "n_ref": 32604 + }, + "14": { + "Dice": 0.8694125498642479, + "FN": 9865, + "FP": 24573, + "IoU": 0.7689918632652925, + "TN": 3355563, + "TP": 114639, + "n_pred": 139212, + "n_ref": 124504 + }, + "15": { + "Dice": 0.7424336009882644, + "FN": 1243, + "FP": 1676, + "IoU": 0.5903732809430255, + "TN": 3497514, + "TP": 4207, + "n_pred": 5883, + "n_ref": 5450 + }, + "2": { + "Dice": 0.8813231984309187, + "FN": 4024, + "FP": 27561, + "IoU": 0.7878264724849527, + "TN": 3355776, + "TP": 117279, + "n_pred": 144840, + "n_ref": 121303 + }, + "3": { + "Dice": 0.009167123716994437, + "FN": 25149, + "FP": 143, + "IoU": 0.004604667637451296, + "TN": 3479231, + "TP": 117, + "n_pred": 260, + "n_ref": 25266 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3322, + "IoU": 0.0, + "TN": 3501318, + "TP": 0, + "n_pred": 3322, + "n_ref": 0 + }, + "5": { + "Dice": 0.09172377438060095, + "FN": 650, + "FP": 1073, + "IoU": 0.04806629834254143, + "TN": 3502830, + "TP": 87, + "n_pred": 1160, + "n_ref": 737 + }, + "6": { + "Dice": 0.7591127778568111, + "FN": 24134, + "FP": 116409, + "IoU": 0.6117500158843728, + "TN": 3142649, + "TP": 221448, + "n_pred": 337857, + "n_ref": 245582 + }, + "7": { + "Dice": 0.8200600245960659, + "FN": 29196, + "FP": 55521, + "IoU": 0.6950014760838416, + "TN": 3226878, + "TP": 193045, + "n_pred": 248566, + "n_ref": 222241 + }, + "8": { + "Dice": 0.874876625024675, + "FN": 1694, + "FP": 7180, + "IoU": 0.7775828362323925, + "TN": 3464742, + "TP": 31024, + "n_pred": 38204, + "n_ref": 32718 + }, + "9": { + "Dice": 0.7952447552447552, + "FN": 7261, + "FP": 2987, + "IoU": 0.660088228465289, + "TN": 3474491, + "TP": 19901, + "n_pred": 22888, + "n_ref": 27162 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9758142793964769, + "FN": 2289, + "FP": 1922, + "IoU": 0.9527708302957572, + "TN": 2364087, + "TP": 84950, + "n_pred": 86872, + "n_ref": 87239 + }, + "10": { + "Dice": 0.8215337165288098, + "FN": 1088, + "FP": 185, + "IoU": 0.6971211039733524, + "TN": 2449045, + "TP": 2930, + "n_pred": 3115, + "n_ref": 4018 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 9, + "FP": 0, + "IoU": 0.0, + "TN": 2453239, + "TP": 0, + "n_pred": 0, + "n_ref": 9 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7743252851008162, + "FN": 37532, + "FP": 2145, + "IoU": 0.631754311064912, + "TN": 2345502, + "TP": 68069, + "n_pred": 70214, + "n_ref": 105601 + }, + "15": { + "Dice": 0.26976744186046514, + "FN": 4151, + "FP": 45775, + "IoU": 0.15591397849462366, + "TN": 2394100, + "TP": 9222, + "n_pred": 54997, + "n_ref": 13373 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 2453245, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "3": { + "Dice": 0.9627313004951785, + "FN": 1459, + "FP": 829, + "IoU": 0.9281407035175879, + "TN": 2421408, + "TP": 29552, + "n_pred": 30381, + "n_ref": 31011 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 463, + "IoU": 0.0, + "TN": 2452785, + "TP": 0, + "n_pred": 463, + "n_ref": 0 + }, + "5": { + "Dice": 0.17422867513611615, + "FN": 455, + "FP": 0, + "IoU": 0.09542743538767395, + "TN": 2452745, + "TP": 48, + "n_pred": 48, + "n_ref": 503 + }, + "6": { + "Dice": 0.925215869115147, + "FN": 8043, + "FP": 843, + "IoU": 0.8608387884862342, + "TN": 2389394, + "TP": 54968, + "n_pred": 55811, + "n_ref": 63011 + }, + "7": { + "Dice": 0.9323709589373446, + "FN": 915, + "FP": 200, + "IoU": 0.8733098511532781, + "TN": 2444447, + "TP": 7686, + "n_pred": 7886, + "n_ref": 8601 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6811263787047878, + "FN": 1788, + "FP": 3387, + "IoU": 0.5164455242010839, + "TN": 2442546, + "TP": 5527, + "n_pred": 8914, + "n_ref": 7315 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8895617288623117, + "FN": 580, + "FP": 879, + "IoU": 0.8010906612133606, + "TN": 2796377, + "TP": 5876, + "n_pred": 6755, + "n_ref": 6456 + }, + "11": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 2803700, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7850341960573958, + "FN": 2655, + "FP": 551, + "IoU": 0.6461368653421633, + "TN": 2794652, + "TP": 5854, + "n_pred": 6405, + "n_ref": 8509 + }, + "14": { + "Dice": 0.9357573735857448, + "FN": 1180, + "FP": 1131, + "IoU": 0.8792707136140424, + "TN": 2784570, + "TP": 16831, + "n_pred": 17962, + "n_ref": 18011 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8479461124384697, + "FN": 17795, + "FP": 8616, + "IoU": 0.7360299041508, + "TN": 2703659, + "TP": 73642, + "n_pred": 82258, + "n_ref": 91437 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 15535, + "IoU": 0.0, + "TN": 2788177, + "TP": 0, + "n_pred": 15535, + "n_ref": 0 + }, + "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": 0.9677133048647744, + "FN": 3335, + "FP": 4377, + "IoU": 0.9374462631604562, + "TN": 2680426, + "TP": 115574, + "n_pred": 119951, + "n_ref": 118909 + }, + "7": { + "Dice": 0.8649200101115886, + "FN": 5316, + "FP": 9646, + "IoU": 0.7619903599891829, + "TN": 2740849, + "TP": 47901, + "n_pred": 57547, + "n_ref": 53217 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 4828, + "IoU": 0.0, + "TN": 2798884, + "TP": 0, + "n_pred": 4828, + "n_ref": 0 + }, + "9": { + "Dice": 0.8612219834203254, + "FN": 249, + "FP": 655, + "IoU": 0.7562685359935293, + "TN": 2800003, + "TP": 2805, + "n_pred": 3460, + "n_ref": 3054 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.1569060773480663, + "FN": 751, + "FP": 12, + "IoU": 0.08513189448441247, + "TN": 2978110, + "TP": 71, + "n_pred": 83, + "n_ref": 822 + }, + "11": { + "Dice": 0.0, + "FN": 2625, + "FP": 0, + "IoU": 0.0, + "TN": 2976319, + "TP": 0, + "n_pred": 0, + "n_ref": 2625 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6545346062052506, + "FN": 506, + "FP": 1810, + "IoU": 0.48647450110864743, + "TN": 2974434, + "TP": 2194, + "n_pred": 4004, + "n_ref": 2700 + }, + "14": { + "Dice": 0.7715872930262662, + "FN": 2583, + "FP": 1652, + "IoU": 0.6281173164734809, + "TN": 2967556, + "TP": 7153, + "n_pred": 8805, + "n_ref": 9736 + }, + "15": { + "Dice": 0.6901313248358439, + "FN": 2555, + "FP": 23117, + "IoU": 0.5268706229266494, + "TN": 2924684, + "TP": 28588, + "n_pred": 51705, + "n_ref": 31143 + }, + "2": { + "Dice": 0.9232357115210941, + "FN": 382, + "FP": 1403, + "IoU": 0.8574167265756051, + "TN": 2966425, + "TP": 10734, + "n_pred": 12137, + "n_ref": 11116 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 2978942, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2678, + "IoU": 0.0, + "TN": 2976266, + "TP": 0, + "n_pred": 2678, + "n_ref": 0 + }, + "5": { + "Dice": 0.4244205027750571, + "FN": 1583, + "FP": 180, + "IoU": 0.26937422295897223, + "TN": 2976531, + "TP": 650, + "n_pred": 830, + "n_ref": 2233 + }, + "6": { + "Dice": 0.9490376345251776, + "FN": 8473, + "FP": 5629, + "IoU": 0.9030177156690141, + "TN": 2833536, + "TP": 131306, + "n_pred": 136935, + "n_ref": 139779 + }, + "7": { + "Dice": 0.727157806025704, + "FN": 2734, + "FP": 1151, + "IoU": 0.5712866916795409, + "TN": 2969882, + "TP": 5177, + "n_pred": 6328, + "n_ref": 7911 + }, + "8": { + "Dice": 0.7950144210960033, + "FN": 1852, + "FP": 138, + "IoU": 0.6597709010087195, + "TN": 2973095, + "TP": 3859, + "n_pred": 3997, + "n_ref": 5711 + }, + "9": { + "Dice": 0.6707110682948421, + "FN": 5216, + "FP": 7431, + "IoU": 0.5045637951972421, + "TN": 2953417, + "TP": 12880, + "n_pred": 20311, + "n_ref": 18096 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 4933, + "FP": 14596, + "IoU": 0.0, + "TN": 2083255, + "TP": 0, + "n_pred": 14596, + "n_ref": 4933 + }, + "10": { + "Dice": 0.5232689371307176, + "FN": 6847, + "FP": 334, + "IoU": 0.35434274411077143, + "TN": 2091662, + "TP": 3941, + "n_pred": 4275, + "n_ref": 10788 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1173, + "FP": 0, + "IoU": 0.0, + "TN": 2101611, + "TP": 0, + "n_pred": 0, + "n_ref": 1173 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2531, + "IoU": 0.0, + "TN": 2100253, + "TP": 0, + "n_pred": 2531, + "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": 0.0, + "FN": 0, + "FP": 83, + "IoU": 0.0, + "TN": 2102701, + "TP": 0, + "n_pred": 83, + "n_ref": 0 + }, + "3": { + "Dice": 0.8269430051813471, + "FN": 165, + "FP": 2, + "IoU": 0.7049469964664311, + "TN": 2102218, + "TP": 399, + "n_pred": 401, + "n_ref": 564 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5302, + "IoU": 0.0, + "TN": 2097482, + "TP": 0, + "n_pred": 5302, + "n_ref": 0 + }, + "5": { + "Dice": 0.20803782505910165, + "FN": 1578, + "FP": 97, + "IoU": 0.11609498680738786, + "TN": 2100889, + "TP": 220, + "n_pred": 317, + "n_ref": 1798 + }, + "6": { + "Dice": 0.9678584882350321, + "FN": 31975, + "FP": 7700, + "IoU": 0.9377187887540618, + "TN": 1465754, + "TP": 597355, + "n_pred": 605055, + "n_ref": 629330 + }, + "7": { + "Dice": 0.7907654511296305, + "FN": 25031, + "FP": 9717, + "IoU": 0.6539388507120805, + "TN": 2002374, + "TP": 65662, + "n_pred": 75379, + "n_ref": 90693 + }, + "8": { + "Dice": 0.9475430759412891, + "FN": 734, + "FP": 1321, + "IoU": 0.9003153043900073, + "TN": 2082169, + "TP": 18560, + "n_pred": 19881, + "n_ref": 19294 + }, + "9": { + "Dice": 0.576808721506442, + "FN": 182, + "FP": 245, + "IoU": 0.4052924791086351, + "TN": 2102066, + "TP": 291, + "n_pred": 536, + "n_ref": 473 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6834621598610953, + "FN": 21416, + "FP": 25801, + "IoU": 0.5191359784911195, + "TN": 2355056, + "TP": 50975, + "n_pred": 76776, + "n_ref": 72391 + }, + "10": { + "Dice": 0.820422727025113, + "FN": 3714, + "FP": 9472, + "IoU": 0.6955226637726003, + "TN": 2409941, + "TP": 30121, + "n_pred": 39593, + "n_ref": 33835 + }, + "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": 0.8644058450510064, + "FN": 3022, + "FP": 1896, + "IoU": 0.7611925803632126, + "TN": 2432654, + "TP": 15676, + "n_pred": 17572, + "n_ref": 18698 + }, + "14": { + "Dice": 0.5364583333333334, + "FN": 100, + "FP": 78, + "IoU": 0.3665480427046263, + "TN": 2452967, + "TP": 103, + "n_pred": 181, + "n_ref": 203 + }, + "15": { + "Dice": 0.8567085480844595, + "FN": 3602, + "FP": 2431, + "IoU": 0.7493352168854911, + "TN": 2429180, + "TP": 18035, + "n_pred": 20466, + "n_ref": 21637 + }, + "2": { + "Dice": 0.8460388639760837, + "FN": 67, + "FP": 36, + "IoU": 0.7331606217616581, + "TN": 2452862, + "TP": 283, + "n_pred": 319, + "n_ref": 350 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7310826542491269, + "FN": 110, + "FP": 583, + "IoU": 0.5761467889908257, + "TN": 2451613, + "TP": 942, + "n_pred": 1525, + "n_ref": 1052 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 225, + "IoU": 0.0, + "TN": 2453023, + "TP": 0, + "n_pred": 225, + "n_ref": 0 + }, + "6": { + "Dice": 0.8556407236355665, + "FN": 38260, + "FP": 593, + "IoU": 0.7477028773287792, + "TN": 2299251, + "TP": 115144, + "n_pred": 115737, + "n_ref": 153404 + }, + "7": { + "Dice": 0.9374500858608882, + "FN": 13669, + "FP": 4580, + "IoU": 0.8822645161290322, + "TN": 2298248, + "TP": 136751, + "n_pred": 141331, + "n_ref": 150420 + }, + "8": { + "Dice": 0.9335160587532504, + "FN": 984, + "FP": 908, + "IoU": 0.8753212520593081, + "TN": 2438073, + "TP": 13283, + "n_pred": 14191, + "n_ref": 14267 + }, + "9": { + "Dice": 0.8774639954944082, + "FN": 941, + "FP": 2105, + "IoU": 0.7816800458715596, + "TN": 2439296, + "TP": 10906, + "n_pred": 13011, + "n_ref": 11847 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7866958326322284, + "FN": 871, + "FP": 6735, + "IoU": 0.6483912721893491, + "TN": 2081152, + "TP": 14026, + "n_pred": 20761, + "n_ref": 14897 + }, + "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": 0.6504837134996007, + "FN": 3231, + "FP": 12521, + "IoU": 0.48201249588951, + "TN": 2072374, + "TP": 14658, + "n_pred": 27179, + "n_ref": 17889 + }, + "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": 0.02886280546469117, + "FN": 55, + "FP": 4992, + "IoU": 0.014642717688402968, + "TN": 2097662, + "TP": 75, + "n_pred": 5067, + "n_ref": 130 + }, + "3": { + "Dice": 0.8891346475786569, + "FN": 9013, + "FP": 1914, + "IoU": 0.8003982171562181, + "TN": 2048040, + "TP": 43817, + "n_pred": 45731, + "n_ref": 52830 + }, + "4": { + "Dice": 0.37037037037037035, + "FN": 1, + "FP": 50, + "IoU": 0.22727272727272727, + "TN": 2102718, + "TP": 15, + "n_pred": 65, + "n_ref": 16 + }, + "5": { + "Dice": 0.0, + "FN": 229, + "FP": 1, + "IoU": 0.0, + "TN": 2102554, + "TP": 0, + "n_pred": 1, + "n_ref": 229 + }, + "6": { + "Dice": 0.9507885393443977, + "FN": 3837, + "FP": 3315, + "IoU": 0.9061934366884394, + "TN": 2026542, + "TP": 69090, + "n_pred": 72405, + "n_ref": 72927 + }, + "7": { + "Dice": 0.21567648527209185, + "FN": 0, + "FP": 3142, + "IoU": 0.1208729714605484, + "TN": 2099210, + "TP": 432, + "n_pred": 3574, + "n_ref": 432 + }, + "8": { + "Dice": 0.8826349801959558, + "FN": 420, + "FP": 706, + "IoU": 0.7899253731343283, + "TN": 2097424, + "TP": 4234, + "n_pred": 4940, + "n_ref": 4654 + }, + "9": { + "Dice": 0.9325526716149555, + "FN": 1890, + "FP": 1036, + "IoU": 0.8736287466528462, + "TN": 2079630, + "TP": 20228, + "n_pred": 21264, + "n_ref": 22118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8414900983243319, + "FN": 6458, + "FP": 22157, + "IoU": 0.7263555513053457, + "TN": 2348678, + "TP": 75955, + "n_pred": 98112, + "n_ref": 82413 + }, + "10": { + "Dice": 0.7056526207605345, + "FN": 1833, + "FP": 1031, + "IoU": 0.545180244560902, + "TN": 2446951, + "TP": 3433, + "n_pred": 4464, + "n_ref": 5266 + }, + "11": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 2453242, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "12": { + "Dice": 0.0, + "FN": 387, + "FP": 0, + "IoU": 0.0, + "TN": 2452861, + "TP": 0, + "n_pred": 0, + "n_ref": 387 + }, + "13": { + "Dice": 0.843863749568949, + "FN": 1545, + "FP": 2530, + "IoU": 0.7298999138331014, + "TN": 2438161, + "TP": 11012, + "n_pred": 13542, + "n_ref": 12557 + }, + "14": { + "Dice": 0.6567991613212744, + "FN": 35815, + "FP": 2815, + "IoU": 0.48898060692647566, + "TN": 2377654, + "TP": 36964, + "n_pred": 39779, + "n_ref": 72779 + }, + "15": { + "Dice": 0.3770327745809357, + "FN": 16364, + "FP": 28456, + "IoU": 0.23231077539694775, + "TN": 2394865, + "TP": 13563, + "n_pred": 42019, + "n_ref": 29927 + }, + "2": { + "Dice": 0.9265469606607644, + "FN": 1315, + "FP": 7836, + "IoU": 0.8631462455321758, + "TN": 2386381, + "TP": 57716, + "n_pred": 65552, + "n_ref": 59031 + }, + "3": { + "Dice": 0.9547928200669387, + "FN": 2620, + "FP": 6011, + "IoU": 0.9134962315586914, + "TN": 2353472, + "TP": 91145, + "n_pred": 97156, + "n_ref": 93765 + }, + "4": { + "Dice": 0.09797556082436622, + "FN": 1136, + "FP": 23593, + "IoU": 0.05151119975452593, + "TN": 2427176, + "TP": 1343, + "n_pred": 24936, + "n_ref": 2479 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9165862433964195, + "FN": 109462, + "FP": 11975, + "IoU": 0.8460168036538944, + "TN": 1664610, + "TP": 667201, + "n_pred": 679176, + "n_ref": 776663 + }, + "7": { + "Dice": 0.9065446287247952, + "FN": 1342, + "FP": 1374, + "IoU": 0.8290641324186544, + "TN": 2437359, + "TP": 13173, + "n_pred": 14547, + "n_ref": 14515 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 232, + "IoU": 0.0, + "TN": 2453016, + "TP": 0, + "n_pred": 232, + "n_ref": 0 + }, + "9": { + "Dice": 0.7892358803986711, + "FN": 2931, + "FP": 241, + "IoU": 0.651849412797717, + "TN": 2444137, + "TP": 5939, + "n_pred": 6180, + "n_ref": 8870 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9577203991358914, + "FN": 3227, + "FP": 2938, + "IoU": 0.9188709040663245, + "TN": 2026794, + "TP": 69825, + "n_pred": 72763, + "n_ref": 73052 + }, + "10": { + "Dice": 0.7976095950520289, + "FN": 5839, + "FP": 8690, + "IoU": 0.6633532601139998, + "TN": 2059626, + "TP": 28629, + "n_pred": 37319, + "n_ref": 34468 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2962, + "FP": 0, + "IoU": 0.0, + "TN": 2099822, + "TP": 0, + "n_pred": 0, + "n_ref": 2962 + }, + "13": { + "Dice": 0.7319103394969975, + "FN": 5002, + "FP": 4016, + "IoU": 0.5771755438859715, + "TN": 2081456, + "TP": 12310, + "n_pred": 16326, + "n_ref": 17312 + }, + "14": { + "Dice": 0.8453535627201301, + "FN": 2638, + "FP": 3070, + "IoU": 0.73213196302032, + "TN": 2081475, + "TP": 15601, + "n_pred": 18671, + "n_ref": 18239 + }, + "15": { + "Dice": 0.7912742232326513, + "FN": 2389, + "FP": 9179, + "IoU": 0.6546350201522615, + "TN": 2069289, + "TP": 21927, + "n_pred": 31106, + "n_ref": 24316 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8537423312883435, + "FN": 151, + "FP": 1041, + "IoU": 0.7448083922072362, + "TN": 2098113, + "TP": 3479, + "n_pred": 4520, + "n_ref": 3630 + }, + "4": { + "Dice": 0.9104198390254514, + "FN": 1332, + "FP": 727, + "IoU": 0.8355693978597668, + "TN": 2090262, + "TP": 10463, + "n_pred": 11190, + "n_ref": 11795 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8426632861793771, + "FN": 3136, + "FP": 2325, + "IoU": 0.7281055514065223, + "TN": 2082699, + "TP": 14624, + "n_pred": 16949, + "n_ref": 17760 + }, + "7": { + "Dice": 0.9676418557713948, + "FN": 17600, + "FP": 9142, + "IoU": 0.9373121732811365, + "TN": 1676194, + "TP": 399848, + "n_pred": 408990, + "n_ref": 417448 + }, + "8": { + "Dice": 0.9298775075448251, + "FN": 88, + "FP": 307, + "IoU": 0.8689449236894492, + "TN": 2099770, + "TP": 2619, + "n_pred": 2926, + "n_ref": 2707 + }, + "9": { + "Dice": 0.813579511614056, + "FN": 457, + "FP": 482, + "IoU": 0.6857429718875502, + "TN": 2099796, + "TP": 2049, + "n_pred": 2531, + "n_ref": 2506 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7816944959802102, + "FN": 504, + "FP": 202, + "IoU": 0.6416243654822334, + "TN": 4554062, + "TP": 1264, + "n_pred": 1466, + "n_ref": 1768 + }, + "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": 0.0, + "FN": 52, + "FP": 20, + "IoU": 0.0, + "TN": 4555960, + "TP": 0, + "n_pred": 20, + "n_ref": 52 + }, + "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": 0.6638689070658039, + "FN": 57521, + "FP": 3832, + "IoU": 0.4968591110382155, + "TN": 4434092, + "TP": 60587, + "n_pred": 64419, + "n_ref": 118108 + }, + "3": { + "Dice": 0.7688560311839117, + "FN": 8310, + "FP": 56503, + "IoU": 0.6245053792719878, + "TN": 4383425, + "TP": 107794, + "n_pred": 164297, + "n_ref": 116104 + }, + "4": { + "Dice": 0.8527395595313335, + "FN": 17183, + "FP": 991, + "IoU": 0.7432833290956861, + "TN": 4485238, + "TP": 52620, + "n_pred": 53611, + "n_ref": 69803 + }, + "5": { + "Dice": 0.0, + "FN": 11, + "FP": 0, + "IoU": 0.0, + "TN": 4556021, + "TP": 0, + "n_pred": 0, + "n_ref": 11 + }, + "6": { + "Dice": 0.9380402610894408, + "FN": 7404, + "FP": 2079, + "IoU": 0.8833105688655912, + "TN": 4474765, + "TP": 71784, + "n_pred": 73863, + "n_ref": 79188 + }, + "7": { + "Dice": 0.9166656410382641, + "FN": 2732, + "FP": 4039, + "IoU": 0.8461520983390516, + "TN": 4512021, + "TP": 37240, + "n_pred": 41279, + "n_ref": 39972 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.45746164574616455, + "FN": 379, + "FP": 10, + "IoU": 0.2965641952983725, + "TN": 2627927, + "TP": 164, + "n_pred": 174, + "n_ref": 543 + }, + "10": { + "Dice": 0.792115423694371, + "FN": 3491, + "FP": 1624, + "IoU": 0.6557873485868102, + "TN": 2613620, + "TP": 9745, + "n_pred": 11369, + "n_ref": 13236 + }, + "11": { + "Dice": 0.0, + "FN": 634, + "FP": 0, + "IoU": 0.0, + "TN": 2627846, + "TP": 0, + "n_pred": 0, + "n_ref": 634 + }, + "12": { + "Dice": 0.0, + "FN": 379, + "FP": 0, + "IoU": 0.0, + "TN": 2628101, + "TP": 0, + "n_pred": 0, + "n_ref": 379 + }, + "13": { + "Dice": 0.5854765506807866, + "FN": 1059, + "FP": 585, + "IoU": 0.413903743315508, + "TN": 2625675, + "TP": 1161, + "n_pred": 1746, + "n_ref": 2220 + }, + "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": 0.9171717171717172, + "FN": 40, + "FP": 1, + "IoU": 0.8470149253731343, + "TN": 2628212, + "TP": 227, + "n_pred": 228, + "n_ref": 267 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 2628477, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "5": { + "Dice": 0.7617936905942038, + "FN": 3165, + "FP": 920, + "IoU": 0.6152397098992183, + "TN": 2617863, + "TP": 6532, + "n_pred": 7452, + "n_ref": 9697 + }, + "6": { + "Dice": 0.97700982386793, + "FN": 5828, + "FP": 8410, + "IoU": 0.955052987470523, + "TN": 2311707, + "TP": 302535, + "n_pred": 310945, + "n_ref": 308363 + }, + "7": { + "Dice": 0.41906684398161587, + "FN": 11051, + "FP": 123058, + "IoU": 0.2650756247259974, + "TN": 2446000, + "TP": 48371, + "n_pred": 171429, + "n_ref": 59422 + }, + "8": { + "Dice": 0.9635173178911997, + "FN": 3025, + "FP": 2664, + "IoU": 0.929602910422828, + "TN": 2547667, + "TP": 75124, + "n_pred": 77788, + "n_ref": 78149 + }, + "9": { + "Dice": 0.8142276422764227, + "FN": 766, + "FP": 1976, + "IoU": 0.6866643812135755, + "TN": 2619729, + "TP": 6009, + "n_pred": 7985, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9169606240500158, + "FN": 2098, + "FP": 9484, + "IoU": 0.846654927246488, + "TN": 4655735, + "TP": 63947, + "n_pred": 73431, + "n_ref": 66045 + }, + "10": { + "Dice": 0.8196950827411622, + "FN": 15331, + "FP": 6820, + "IoU": 0.6944773937270696, + "TN": 4658762, + "TP": 50351, + "n_pred": 57171, + "n_ref": 65682 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5821596244131455, + "FN": 1493, + "FP": 18443, + "IoU": 0.4105960264900662, + "TN": 4697440, + "TP": 13888, + "n_pred": 32331, + "n_ref": 15381 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 76615, + "IoU": 0.0, + "TN": 4654649, + "TP": 0, + "n_pred": 76615, + "n_ref": 0 + }, + "15": { + "Dice": 0.830900483282375, + "FN": 2, + "FP": 6856, + "IoU": 0.7107183532290041, + "TN": 4707557, + "TP": 16849, + "n_pred": 23705, + "n_ref": 16851 + }, + "2": { + "Dice": 0.8388800264040926, + "FN": 2615, + "FP": 314, + "IoU": 0.7224748910365738, + "TN": 4720710, + "TP": 7625, + "n_pred": 7939, + "n_ref": 10240 + }, + "3": { + "Dice": 0.9279265704850517, + "FN": 3494, + "FP": 7986, + "IoU": 0.8655438563614856, + "TN": 4645883, + "TP": 73901, + "n_pred": 81887, + "n_ref": 77395 + }, + "4": { + "Dice": 0.6125480153649168, + "FN": 50, + "FP": 1463, + "IoU": 0.4414913252122554, + "TN": 4728555, + "TP": 1196, + "n_pred": 2659, + "n_ref": 1246 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9595482835715676, + "FN": 9680, + "FP": 2370, + "IoU": 0.9222420112539363, + "TN": 4576296, + "TP": 142918, + "n_pred": 145288, + "n_ref": 152598 + }, + "7": { + "Dice": 0.9640755689068269, + "FN": 1800, + "FP": 7181, + "IoU": 0.9306427572998479, + "TN": 4601775, + "TP": 120508, + "n_pred": 127689, + "n_ref": 122308 + }, + "8": { + "Dice": 0.942366026289181, + "FN": 43, + "FP": 698, + "IoU": 0.8910133843212237, + "TN": 4724465, + "TP": 6058, + "n_pred": 6756, + "n_ref": 6101 + }, + "9": { + "Dice": 0.9175764192139738, + "FN": 985, + "FP": 1129, + "IoU": 0.8477054967221381, + "TN": 4717383, + "TP": 11767, + "n_pred": 12896, + "n_ref": 12752 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9083883197841858, + "FN": 1703, + "FP": 810, + "IoU": 0.8321533529254609, + "TN": 3489668, + "TP": 12459, + "n_pred": 13269, + "n_ref": 14162 + }, + "10": { + "Dice": 0.7374005305039788, + "FN": 6553, + "FP": 4634, + "IoU": 0.5840336134453782, + "TN": 3477746, + "TP": 15707, + "n_pred": 20341, + "n_ref": 22260 + }, + "11": { + "Dice": 0.0, + "FN": 177, + "FP": 0, + "IoU": 0.0, + "TN": 3504463, + "TP": 0, + "n_pred": 0, + "n_ref": 177 + }, + "12": { + "Dice": 0.0, + "FN": 1950, + "FP": 0, + "IoU": 0.0, + "TN": 3502690, + "TP": 0, + "n_pred": 0, + "n_ref": 1950 + }, + "13": { + "Dice": 0.7270512552102167, + "FN": 5780, + "FP": 8561, + "IoU": 0.5711551688047606, + "TN": 3471199, + "TP": 19100, + "n_pred": 27661, + "n_ref": 24880 + }, + "14": { + "Dice": 0.9363786591123702, + "FN": 801, + "FP": 5667, + "IoU": 0.880368438575075, + "TN": 3450574, + "TP": 47598, + "n_pred": 53265, + "n_ref": 48399 + }, + "15": { + "Dice": 0.7281443013858587, + "FN": 4335, + "FP": 4512, + "IoU": 0.5725054360956753, + "TN": 3483945, + "TP": 11848, + "n_pred": 16360, + "n_ref": 16183 + }, + "2": { + "Dice": 0.4693297714589724, + "FN": 18225, + "FP": 122418, + "IoU": 0.30661716854996157, + "TN": 3301804, + "TP": 62193, + "n_pred": 184611, + "n_ref": 80418 + }, + "3": { + "Dice": 0.510426605821752, + "FN": 138996, + "FP": 2618, + "IoU": 0.342666301517381, + "TN": 3289203, + "TP": 73823, + "n_pred": 76441, + "n_ref": 212819 + }, + "4": { + "Dice": 0.3796246202505306, + "FN": 1017, + "FP": 13890, + "IoU": 0.23428189850010273, + "TN": 3485172, + "TP": 4561, + "n_pred": 18451, + "n_ref": 5578 + }, + "5": { + "Dice": 0.0021238938053097347, + "FN": 2814, + "FP": 5, + "IoU": 0.0010630758327427356, + "TN": 3501818, + "TP": 3, + "n_pred": 8, + "n_ref": 2817 + }, + "6": { + "Dice": 0.9400634705920987, + "FN": 37761, + "FP": 5130, + "IoU": 0.8869054367974603, + "TN": 3125391, + "TP": 336358, + "n_pred": 341488, + "n_ref": 374119 + }, + "7": { + "Dice": 0.910019103883386, + "FN": 6905, + "FP": 4305, + "IoU": 0.8348945445976199, + "TN": 3436744, + "TP": 56686, + "n_pred": 60991, + "n_ref": 63591 + }, + "8": { + "Dice": 0.7419656786271451, + "FN": 5, + "FP": 1649, + "IoU": 0.589781746031746, + "TN": 3500608, + "TP": 2378, + "n_pred": 4027, + "n_ref": 2383 + }, + "9": { + "Dice": 0.9250279329608938, + "FN": 997, + "FP": 3029, + "IoU": 0.8605134601392787, + "TN": 3475777, + "TP": 24837, + "n_pred": 27866, + "n_ref": 25834 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9209994952044422, + "FN": 240, + "FP": 386, + "IoU": 0.8535672514619883, + "TN": 4026061, + "TP": 3649, + "n_pred": 4035, + "n_ref": 3889 + }, + "10": { + "Dice": 0.8002407532608875, + "FN": 16581, + "FP": 7647, + "IoU": 0.6670011132949407, + "TN": 3957579, + "TP": 48529, + "n_pred": 56176, + "n_ref": 65110 + }, + "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": 0.6954304765640321, + "FN": 595, + "FP": 5617, + "IoU": 0.5330727600721588, + "TN": 4017032, + "TP": 7092, + "n_pred": 12709, + "n_ref": 7687 + }, + "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": 0.9496110512987702, + "FN": 4272, + "FP": 5697, + "IoU": 0.904056590154468, + "TN": 3926431, + "TP": 93936, + "n_pred": 99633, + "n_ref": 98208 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 25660, + "IoU": 0.0, + "TN": 4004676, + "TP": 0, + "n_pred": 25660, + "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": 0.9128599201647322, + "FN": 6070, + "FP": 1505, + "IoU": 0.8396893253195632, + "TN": 3983084, + "TP": 39677, + "n_pred": 41182, + "n_ref": 45747 + }, + "7": { + "Dice": 0.9172372509335538, + "FN": 2700, + "FP": 11817, + "IoU": 0.8471267151778098, + "TN": 3935375, + "TP": 80444, + "n_pred": 92261, + "n_ref": 83144 + }, + "8": { + "Dice": 0.6552671755725191, + "FN": 1125, + "FP": 4, + "IoU": 0.4872842870118074, + "TN": 4028134, + "TP": 1073, + "n_pred": 1077, + "n_ref": 2198 + }, + "9": { + "Dice": 0.6443089430894309, + "FN": 329, + "FP": 21, + "IoU": 0.4752623688155922, + "TN": 4029669, + "TP": 317, + "n_pred": 338, + "n_ref": 646 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8669122834522223, + "FN": 7783, + "FP": 706, + "IoU": 0.7650884135373717, + "TN": 2241879, + "TP": 27648, + "n_pred": 28354, + "n_ref": 35431 + }, + "10": { + "Dice": 0.3791684711996535, + "FN": 38376, + "FP": 1762, + "IoU": 0.23393453573814296, + "TN": 2225621, + "TP": 12257, + "n_pred": 14019, + "n_ref": 50633 + }, + "11": { + "Dice": 0.0, + "FN": 417, + "FP": 0, + "IoU": 0.0, + "TN": 2277599, + "TP": 0, + "n_pred": 0, + "n_ref": 417 + }, + "12": { + "Dice": 0.0, + "FN": 16, + "FP": 0, + "IoU": 0.0, + "TN": 2278000, + "TP": 0, + "n_pred": 0, + "n_ref": 16 + }, + "13": { + "Dice": 0.4896058604633039, + "FN": 17820, + "FP": 8377, + "IoU": 0.32415768020225993, + "TN": 2239254, + "TP": 12565, + "n_pred": 20942, + "n_ref": 30385 + }, + "14": { + "Dice": 0.6646433130052475, + "FN": 5395, + "FP": 6428, + "IoU": 0.4977271761757084, + "TN": 2254477, + "TP": 11716, + "n_pred": 18144, + "n_ref": 17111 + }, + "15": { + "Dice": 0.34918933404797, + "FN": 9644, + "FP": 70, + "IoU": 0.21152597402597403, + "TN": 2265696, + "TP": 2606, + "n_pred": 2676, + "n_ref": 12250 + }, + "2": { + "Dice": 0.8423979460271546, + "FN": 25524, + "FP": 2590, + "IoU": 0.7277094430992737, + "TN": 2174766, + "TP": 75136, + "n_pred": 77726, + "n_ref": 100660 + }, + "3": { + "Dice": 0.8835337882952802, + "FN": 7019, + "FP": 6412, + "IoU": 0.79136634770722, + "TN": 2213640, + "TP": 50945, + "n_pred": 57357, + "n_ref": 57964 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 2277984, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 174, + "IoU": 0.0, + "TN": 2277842, + "TP": 0, + "n_pred": 174, + "n_ref": 0 + }, + "6": { + "Dice": 0.8780070167601924, + "FN": 7380, + "FP": 31947, + "IoU": 0.7825423419537847, + "TN": 2097167, + "TP": 141522, + "n_pred": 173469, + "n_ref": 148902 + }, + "7": { + "Dice": 0.813752189389231, + "FN": 17383, + "FP": 15581, + "IoU": 0.6859883593549063, + "TN": 2173039, + "TP": 72013, + "n_pred": 87594, + "n_ref": 89396 + }, + "8": { + "Dice": 0.8746945557619001, + "FN": 2283, + "FP": 281, + "IoU": 0.7772952314774603, + "TN": 2266503, + "TP": 8949, + "n_pred": 9230, + "n_ref": 11232 + }, + "9": { + "Dice": 0.6749837744284993, + "FN": 960, + "FP": 8054, + "IoU": 0.509415478393382, + "TN": 2259642, + "TP": 9360, + "n_pred": 17414, + "n_ref": 10320 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6817685902957221, + "FN": 10827, + "FP": 257, + "IoU": 0.5171843010846365, + "TN": 4182611, + "TP": 11873, + "n_pred": 12130, + "n_ref": 22700 + }, + "10": { + "Dice": 0.6748768472906403, + "FN": 9122, + "FP": 10546, + "IoU": 0.5092936802973977, + "TN": 4165487, + "TP": 20413, + "n_pred": 30959, + "n_ref": 29535 + }, + "11": { + "Dice": 0.0, + "FN": 1098, + "FP": 0, + "IoU": 0.0, + "TN": 4204470, + "TP": 0, + "n_pred": 0, + "n_ref": 1098 + }, + "12": { + "Dice": 0.0, + "FN": 1258, + "FP": 0, + "IoU": 0.0, + "TN": 4204310, + "TP": 0, + "n_pred": 0, + "n_ref": 1258 + }, + "13": { + "Dice": 0.5199970511261012, + "FN": 3029, + "FP": 23015, + "IoU": 0.351348658812981, + "TN": 4165417, + "TP": 14107, + "n_pred": 37122, + "n_ref": 17136 + }, + "14": { + "Dice": 0.6441920117259069, + "FN": 2603, + "FP": 16817, + "IoU": 0.4751351351351351, + "TN": 4168568, + "TP": 17580, + "n_pred": 34397, + "n_ref": 20183 + }, + "15": { + "Dice": 0.4624297752808989, + "FN": 48684, + "FP": 6432, + "IoU": 0.300753596711578, + "TN": 4126746, + "TP": 23706, + "n_pred": 30138, + "n_ref": 72390 + }, + "2": { + "Dice": 0.6495855312735493, + "FN": 1656, + "FP": 20199, + "IoU": 0.4810267857142857, + "TN": 4163456, + "TP": 20257, + "n_pred": 40456, + "n_ref": 21913 + }, + "3": { + "Dice": 0.624929420822996, + "FN": 19740, + "FP": 2181, + "IoU": 0.4544707961078068, + "TN": 4165385, + "TP": 18262, + "n_pred": 20443, + "n_ref": 38002 + }, + "4": { + "Dice": 0.4504319081922225, + "FN": 3283, + "FP": 14340, + "IoU": 0.2906822298249145, + "TN": 4180723, + "TP": 7222, + "n_pred": 21562, + "n_ref": 10505 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9061335967690386, + "FN": 28240, + "FP": 20219, + "IoU": 0.8283768420828951, + "TN": 3923211, + "TP": 233898, + "n_pred": 254117, + "n_ref": 262138 + }, + "7": { + "Dice": 0.8655333233037461, + "FN": 4049, + "FP": 13827, + "IoU": 0.7629429238277106, + "TN": 4130160, + "TP": 57532, + "n_pred": 71359, + "n_ref": 61581 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9130328966048756, + "FN": 3538, + "FP": 5038, + "IoU": 0.8399820875471135, + "TN": 4151974, + "TP": 45018, + "n_pred": 50056, + "n_ref": 48556 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6923850145344889, + "FN": 44642, + "FP": 650, + "IoU": 0.5295022022770713, + "TN": 7964408, + "TP": 50972, + "n_pred": 51622, + "n_ref": 95614 + }, + "10": { + "Dice": 0.6546728846720806, + "FN": 38383, + "FP": 13155, + "IoU": 0.4866272873066311, + "TN": 7960281, + "TP": 48853, + "n_pred": 62008, + "n_ref": 87236 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 8060672, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 295, + "FP": 0, + "IoU": 0.0, + "TN": 8060377, + "TP": 0, + "n_pred": 0, + "n_ref": 295 + }, + "13": { + "Dice": 0.5975090349750605, + "FN": 23486, + "FP": 43893, + "IoU": 0.42603414201989914, + "TN": 7943280, + "TP": 50013, + "n_pred": 93906, + "n_ref": 73499 + }, + "14": { + "Dice": 0.8184687547947307, + "FN": 13444, + "FP": 3120, + "IoU": 0.6927186717373156, + "TN": 8006767, + "TP": 37341, + "n_pred": 40461, + "n_ref": 50785 + }, + "15": { + "Dice": 0.10948631421072366, + "FN": 4808, + "FP": 2317, + "IoU": 0.05791352637842126, + "TN": 8053109, + "TP": 438, + "n_pred": 2755, + "n_ref": 5246 + }, + "2": { + "Dice": 0.8275981280615371, + "FN": 36718, + "FP": 31103, + "IoU": 0.7058996986188504, + "TN": 7830067, + "TP": 162784, + "n_pred": 193887, + "n_ref": 199502 + }, + "3": { + "Dice": 0.7598597085998182, + "FN": 28011, + "FP": 15056, + "IoU": 0.6127207654400921, + "TN": 7949468, + "TP": 68137, + "n_pred": 83193, + "n_ref": 96148 + }, + "4": { + "Dice": 0.03998020781791192, + "FN": 658, + "FP": 18744, + "IoU": 0.02039785923457538, + "TN": 8040866, + "TP": 404, + "n_pred": 19148, + "n_ref": 1062 + }, + "5": { + "Dice": 0.44075528136100206, + "FN": 14135, + "FP": 822, + "IoU": 0.2826722938947772, + "TN": 8039821, + "TP": 5894, + "n_pred": 6716, + "n_ref": 20029 + }, + "6": { + "Dice": 0.7388384821754679, + "FN": 1121676, + "FP": 71010, + "IoU": 0.5858396975590751, + "TN": 5180903, + "TP": 1687083, + "n_pred": 1758093, + "n_ref": 2808759 + }, + "7": { + "Dice": 0.4857667230137648, + "FN": 101991, + "FP": 4481, + "IoU": 0.32080045419460196, + "TN": 7903911, + "TP": 50289, + "n_pred": 54770, + "n_ref": 152280 + }, + "8": { + "Dice": 0.7982821169440888, + "FN": 1525, + "FP": 6037, + "IoU": 0.664284128745838, + "TN": 8038147, + "TP": 14963, + "n_pred": 21000, + "n_ref": 16488 + }, + "9": { + "Dice": 0.775885350873372, + "FN": 20301, + "FP": 10569, + "IoU": 0.6338338908262757, + "TN": 7976366, + "TP": 53436, + "n_pred": 64005, + "n_ref": 73737 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4467, + "IoU": 0.0, + "TN": 2098317, + "TP": 0, + "n_pred": 4467, + "n_ref": 0 + }, + "10": { + "Dice": 0.8927046891549251, + "FN": 4520, + "FP": 2166, + "IoU": 0.8062028985507247, + "TN": 2068284, + "TP": 27814, + "n_pred": 29980, + "n_ref": 32334 + }, + "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": 0.8322878089335651, + "FN": 695, + "FP": 5962, + "IoU": 0.7127508090614887, + "TN": 2079609, + "TP": 16518, + "n_pred": 22480, + "n_ref": 17213 + }, + "14": { + "Dice": 0.9776276840379987, + "FN": 1112, + "FP": 4307, + "IoU": 0.9562345035899176, + "TN": 1978965, + "TP": 118400, + "n_pred": 122707, + "n_ref": 119512 + }, + "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": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 2102776, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.977514256091239, + "FN": 2452, + "FP": 5182, + "IoU": 0.9560174916027632, + "TN": 1929215, + "TP": 165935, + "n_pred": 171117, + "n_ref": 168387 + }, + "7": { + "Dice": 0.9192614351657574, + "FN": 1151, + "FP": 773, + "IoU": 0.8505863166886697, + "TN": 2089907, + "TP": 10953, + "n_pred": 11726, + "n_ref": 12104 + }, + "8": { + "Dice": 0.5822784810126582, + "FN": 66, + "FP": 0, + "IoU": 0.4107142857142857, + "TN": 2102672, + "TP": 46, + "n_pred": 46, + "n_ref": 112 + }, + "9": { + "Dice": 0.8968709498241066, + "FN": 513, + "FP": 601, + "IoU": 0.8130245048674052, + "TN": 2096826, + "TP": 4844, + "n_pred": 5445, + "n_ref": 5357 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6256, + "FP": 107, + "IoU": 0.0, + "TN": 2797349, + "TP": 0, + "n_pred": 107, + "n_ref": 6256 + }, + "10": { + "Dice": 0.3635822317494343, + "FN": 8461, + "FP": 2227, + "IoU": 0.22218179171821556, + "TN": 2789971, + "TP": 3053, + "n_pred": 5280, + "n_ref": 11514 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1380, + "FP": 0, + "IoU": 0.0, + "TN": 2802332, + "TP": 0, + "n_pred": 0, + "n_ref": 1380 + }, + "13": { + "Dice": 0.34986713906111605, + "FN": 11196, + "FP": 15228, + "IoU": 0.21202361782071927, + "TN": 2770178, + "TP": 7110, + "n_pred": 22338, + "n_ref": 18306 + }, + "14": { + "Dice": 0.09803585115023393, + "FN": 78045, + "FP": 802, + "IoU": 0.05154453158831737, + "TN": 2720580, + "TP": 4285, + "n_pred": 5087, + "n_ref": 82330 + }, + "15": { + "Dice": 0.3572959457045901, + "FN": 7920, + "FP": 20868, + "IoU": 0.21750475672737157, + "TN": 2766922, + "TP": 8002, + "n_pred": 28870, + "n_ref": 15922 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 38643, + "IoU": 0.0, + "TN": 2765069, + "TP": 0, + "n_pred": 38643, + "n_ref": 0 + }, + "3": { + "Dice": 0.5012837031734669, + "FN": 46952, + "FP": 5301, + "IoU": 0.33447538018697304, + "TN": 2725198, + "TP": 26261, + "n_pred": 31562, + "n_ref": 73213 + }, + "4": { + "Dice": 0.7240281501340483, + "FN": 2763, + "FP": 531, + "IoU": 0.5674326986211424, + "TN": 2796097, + "TP": 4321, + "n_pred": 4852, + "n_ref": 7084 + }, + "5": { + "Dice": 0.0, + "FN": 120, + "FP": 10, + "IoU": 0.0, + "TN": 2803582, + "TP": 0, + "n_pred": 10, + "n_ref": 120 + }, + "6": { + "Dice": 0.8234327552738198, + "FN": 5185, + "FP": 38657, + "IoU": 0.6998603428446246, + "TN": 2657640, + "TP": 102230, + "n_pred": 140887, + "n_ref": 107415 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4311, + "IoU": 0.0, + "TN": 2799401, + "TP": 0, + "n_pred": 4311, + "n_ref": 0 + }, + "8": { + "Dice": 0.9125541429814003, + "FN": 7769, + "FP": 2184, + "IoU": 0.8391720259832596, + "TN": 2741826, + "TP": 51933, + "n_pred": 54117, + "n_ref": 59702 + }, + "9": { + "Dice": 0.6647570549543815, + "FN": 2112, + "FP": 4208, + "IoU": 0.49785475925631656, + "TN": 2791126, + "TP": 6266, + "n_pred": 10474, + "n_ref": 8378 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.02606661695760089, + "FN": 126, + "FP": 95225, + "IoU": 0.01320541877529055, + "TN": 3758477, + "TP": 1276, + "n_pred": 96501, + "n_ref": 1402 + }, + "10": { + "Dice": 0.8475348857210432, + "FN": 945, + "FP": 6146, + "IoU": 0.735410447761194, + "TN": 3828304, + "TP": 19709, + "n_pred": 25855, + "n_ref": 20654 + }, + "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": 0.6492738498999913, + "FN": 12307, + "FP": 3825, + "IoU": 0.48068503734226115, + "TN": 3824040, + "TP": 14932, + "n_pred": 18757, + "n_ref": 27239 + }, + "14": { + "Dice": 0.716039513504254, + "FN": 502, + "FP": 4471, + "IoU": 0.5576803344303122, + "TN": 3843861, + "TP": 6270, + "n_pred": 10741, + "n_ref": 6772 + }, + "15": { + "Dice": 0.5261856445955571, + "FN": 5498, + "FP": 29759, + "IoU": 0.35702301491775174, + "TN": 3800270, + "TP": 19577, + "n_pred": 49336, + "n_ref": 25075 + }, + "2": { + "Dice": 0.9640853623272223, + "FN": 562, + "FP": 59, + "IoU": 0.9306610093791872, + "TN": 3846148, + "TP": 8335, + "n_pred": 8394, + "n_ref": 8897 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 705, + "IoU": 0.0, + "TN": 3854399, + "TP": 0, + "n_pred": 705, + "n_ref": 0 + }, + "4": { + "Dice": 0.7091555172692277, + "FN": 18893, + "FP": 2715, + "IoU": 0.5493733185960669, + "TN": 3807153, + "TP": 26343, + "n_pred": 29058, + "n_ref": 45236 + }, + "5": { + "Dice": 0.03218956074661898, + "FN": 8641, + "FP": 18, + "IoU": 0.01635805975235715, + "TN": 3846301, + "TP": 144, + "n_pred": 162, + "n_ref": 8785 + }, + "6": { + "Dice": 0.693783278182961, + "FN": 646974, + "FP": 8764, + "IoU": 0.5311394859636002, + "TN": 2456526, + "TP": 742840, + "n_pred": 751604, + "n_ref": 1389814 + }, + "7": { + "Dice": 0.17696619117388998, + "FN": 2654, + "FP": 386627, + "IoU": 0.09707235834964698, + "TN": 3423972, + "TP": 41851, + "n_pred": 428478, + "n_ref": 44505 + }, + "8": { + "Dice": 0.9690721649484536, + "FN": 215, + "FP": 16, + "IoU": 0.94, + "TN": 3851254, + "TP": 3619, + "n_pred": 3635, + "n_ref": 3834 + }, + "9": { + "Dice": 0.7998229305002214, + "FN": 3478, + "FP": 1044, + "IoU": 0.666420773089407, + "TN": 3841548, + "TP": 9034, + "n_pred": 10078, + "n_ref": 12512 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8746059292880541, + "FN": 428, + "FP": 11783, + "IoU": 0.7771552668077962, + "TN": 996596, + "TP": 42585, + "n_pred": 54368, + "n_ref": 43013 + }, + "10": { + "Dice": 0.8841109100513639, + "FN": 3225, + "FP": 7086, + "IoU": 0.792292816566617, + "TN": 1001750, + "TP": 39331, + "n_pred": 46417, + "n_ref": 42556 + }, + "11": { + "Dice": 0.0, + "FN": 9, + "FP": 0, + "IoU": 0.0, + "TN": 1051383, + "TP": 0, + "n_pred": 0, + "n_ref": 9 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8146047830432054, + "FN": 3074, + "FP": 4903, + "IoU": 0.6872010038428359, + "TN": 1025890, + "TP": 17525, + "n_pred": 22428, + "n_ref": 20599 + }, + "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": 8, + "IoU": 0.0, + "TN": 1051384, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "3": { + "Dice": 0.9787904989573267, + "FN": 102, + "FP": 315, + "IoU": 0.9584619982069927, + "TN": 1041353, + "TP": 9622, + "n_pred": 9937, + "n_ref": 9724 + }, + "4": { + "Dice": 0.6198267564966313, + "FN": 266, + "FP": 129, + "IoU": 0.4490934449093445, + "TN": 1050675, + "TP": 322, + "n_pred": 451, + "n_ref": 588 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9136072628927007, + "FN": 13500, + "FP": 1897, + "IoU": 0.8409548698984598, + "TN": 954583, + "TP": 81412, + "n_pred": 83309, + "n_ref": 94912 + }, + "7": { + "Dice": 0.8628957365977206, + "FN": 152, + "FP": 3096, + "IoU": 0.7588536639691142, + "TN": 1037923, + "TP": 10221, + "n_pred": 13317, + "n_ref": 10373 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 526, + "IoU": 0.0, + "TN": 1050866, + "TP": 0, + "n_pred": 526, + "n_ref": 0 + }, + "9": { + "Dice": 0.8787795492028587, + "FN": 993, + "FP": 771, + "IoU": 0.7837705319931356, + "TN": 1043234, + "TP": 6394, + "n_pred": 7165, + "n_ref": 7387 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9662566519969801, + "FN": 3208, + "FP": 4122, + "IoU": 0.9347161980423766, + "TN": 2165737, + "TP": 104949, + "n_pred": 109071, + "n_ref": 108157 + }, + "10": { + "Dice": 0.3329448567748267, + "FN": 9703, + "FP": 1172, + "IoU": 0.19972036205754654, + "TN": 2264427, + "TP": 2714, + "n_pred": 3886, + "n_ref": 12417 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 257, + "FP": 0, + "IoU": 0.0, + "TN": 2277759, + "TP": 0, + "n_pred": 0, + "n_ref": 257 + }, + "13": { + "Dice": 0.6892540978310036, + "FN": 8656, + "FP": 5771, + "IoU": 0.5258487527524895, + "TN": 2247589, + "TP": 16000, + "n_pred": 21771, + "n_ref": 24656 + }, + "14": { + "Dice": 0.3875315922493682, + "FN": 679, + "FP": 24039, + "IoU": 0.24033437826541273, + "TN": 2245478, + "TP": 7820, + "n_pred": 31859, + "n_ref": 8499 + }, + "15": { + "Dice": 0.0, + "FN": 49, + "FP": 0, + "IoU": 0.0, + "TN": 2277967, + "TP": 0, + "n_pred": 0, + "n_ref": 49 + }, + "2": { + "Dice": 0.9556668660287081, + "FN": 5252, + "FP": 1864, + "IoU": 0.9150977163719665, + "TN": 2194202, + "TP": 76698, + "n_pred": 78562, + "n_ref": 81950 + }, + "3": { + "Dice": 0.9568865272237514, + "FN": 5234, + "FP": 3553, + "IoU": 0.9173369457850027, + "TN": 2171717, + "TP": 97512, + "n_pred": 101065, + "n_ref": 102746 + }, + "4": { + "Dice": 0.8230316705616891, + "FN": 3571, + "FP": 821, + "IoU": 0.6992810681273537, + "TN": 2263411, + "TP": 10213, + "n_pred": 11034, + "n_ref": 13784 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 443, + "IoU": 0.0, + "TN": 2277573, + "TP": 0, + "n_pred": 443, + "n_ref": 0 + }, + "6": { + "Dice": 0.9540010657786374, + "FN": 10723, + "FP": 14914, + "IoU": 0.9120478373037655, + "TN": 1986528, + "TP": 265851, + "n_pred": 280765, + "n_ref": 276574 + }, + "7": { + "Dice": 0.8431318538962721, + "FN": 107780, + "FP": 7258, + "IoU": 0.7288054881067446, + "TN": 1853826, + "TP": 309152, + "n_pred": 316410, + "n_ref": 416932 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 141, + "IoU": 0.0, + "TN": 2277875, + "TP": 0, + "n_pred": 141, + "n_ref": 0 + }, + "9": { + "Dice": 0.4627584253752478, + "FN": 344, + "FP": 1553, + "IoU": 0.30103168754605747, + "TN": 2275302, + "TP": 817, + "n_pred": 2370, + "n_ref": 1161 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9345731191885038, + "FN": 218, + "FP": 169, + "IoU": 0.8771818470326881, + "TN": 2274865, + "TP": 2764, + "n_pred": 2933, + "n_ref": 2982 + }, + "10": { + "Dice": 0.9081900320606238, + "FN": 159, + "FP": 786, + "IoU": 0.8318206086492258, + "TN": 2272397, + "TP": 4674, + "n_pred": 5460, + "n_ref": 4833 + }, + "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": 0.8736998514115899, + "FN": 189, + "FP": 66, + "IoU": 0.7757255936675461, + "TN": 2276879, + "TP": 882, + "n_pred": 948, + "n_ref": 1071 + }, + "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": 3731, + "IoU": 0.0, + "TN": 2274285, + "TP": 0, + "n_pred": 3731, + "n_ref": 0 + }, + "2": { + "Dice": 0.9689618120801952, + "FN": 2196, + "FP": 3899, + "IoU": 0.9397923601987495, + "TN": 2176783, + "TP": 95138, + "n_pred": 99037, + "n_ref": 97334 + }, + "3": { + "Dice": 0.8882175226586103, + "FN": 29, + "FP": 8, + "IoU": 0.7989130434782609, + "TN": 2277832, + "TP": 147, + "n_pred": 155, + "n_ref": 176 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 358, + "IoU": 0.0, + "TN": 2277658, + "TP": 0, + "n_pred": 358, + "n_ref": 0 + }, + "6": { + "Dice": 0.8684097811696908, + "FN": 2591, + "FP": 10927, + "IoU": 0.7674242554582523, + "TN": 2219893, + "TP": 44605, + "n_pred": 55532, + "n_ref": 47196 + }, + "7": { + "Dice": 0.901999556202076, + "FN": 9364, + "FP": 70132, + "IoU": 0.8214928885475751, + "TN": 1832678, + "TP": 365842, + "n_pred": 435974, + "n_ref": 375206 + }, + "8": { + "Dice": 0.8970494334971711, + "FN": 1299, + "FP": 5634, + "IoU": 0.813317895417093, + "TN": 2240878, + "TP": 30205, + "n_pred": 35839, + "n_ref": 31504 + }, + "9": { + "Dice": 0.0, + "FN": 39, + "FP": 32, + "IoU": 0.0, + "TN": 2277945, + "TP": 0, + "n_pred": 32, + "n_ref": 39 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 338, + "IoU": 0.0, + "TN": 3679534, + "TP": 0, + "n_pred": 338, + "n_ref": 0 + }, + "10": { + "Dice": 0.8979625676207847, + "FN": 1376, + "FP": 3547, + "IoU": 0.8148203874365244, + "TN": 3653287, + "TP": 21662, + "n_pred": 25209, + "n_ref": 23038 + }, + "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": 0.9105771682769954, + "FN": 3592, + "FP": 2720, + "IoU": 0.8358344820411454, + "TN": 3641423, + "TP": 32137, + "n_pred": 34857, + "n_ref": 35729 + }, + "14": { + "Dice": 0.80083794881589, + "FN": 32155, + "FP": 1215, + "IoU": 0.6678312977175223, + "TN": 3579411, + "TP": 67091, + "n_pred": 68306, + "n_ref": 99246 + }, + "15": { + "Dice": 0.786385426653883, + "FN": 634, + "FP": 8278, + "IoU": 0.6479696634539421, + "TN": 3654556, + "TP": 16404, + "n_pred": 24682, + "n_ref": 17038 + }, + "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": 0.007412898443291327, + "FN": 1339, + "FP": 0, + "IoU": 0.003720238095238095, + "TN": 3678528, + "TP": 5, + "n_pred": 5, + "n_ref": 1344 + }, + "5": { + "Dice": 0.39631336405529954, + "FN": 131, + "FP": 0, + "IoU": 0.2471264367816092, + "TN": 3679698, + "TP": 43, + "n_pred": 43, + "n_ref": 174 + }, + "6": { + "Dice": 0.940298036841541, + "FN": 3981, + "FP": 14953, + "IoU": 0.8873231054880444, + "TN": 3511834, + "TP": 149104, + "n_pred": 164057, + "n_ref": 153085 + }, + "7": { + "Dice": 0.6529861307670535, + "FN": 130, + "FP": 2322, + "IoU": 0.4847657070813196, + "TN": 3675113, + "TP": 2307, + "n_pred": 4629, + "n_ref": 2437 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8016752229127263, + "FN": 1811, + "FP": 2593, + "IoU": 0.6689966178128524, + "TN": 3666567, + "TP": 8901, + "n_pred": 11494, + "n_ref": 10712 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__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": 0.6837606837606838, + "FN": 217, + "FP": 79, + "IoU": 0.5194805194805194, + "TN": 875544, + "TP": 320, + "n_pred": 399, + "n_ref": 537 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 637, + "FP": 0, + "IoU": 0.0, + "TN": 875523, + "TP": 0, + "n_pred": 0, + "n_ref": 637 + }, + "13": { + "Dice": 0.5112189205579138, + "FN": 288, + "FP": 10996, + "IoU": 0.3433808553971487, + "TN": 858975, + "TP": 5901, + "n_pred": 16897, + "n_ref": 6189 + }, + "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": 0.6829268292682927, + "FN": 0, + "FP": 13, + "IoU": 0.5185185185185185, + "TN": 876133, + "TP": 14, + "n_pred": 27, + "n_ref": 14 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9318055990178851, + "FN": 1101, + "FP": 1732, + "IoU": 0.872318370290247, + "TN": 853972, + "TP": 19355, + "n_pred": 21087, + "n_ref": 20456 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9631520409772145, + "FN": 1381, + "FP": 7266, + "IoU": 0.9289231199191169, + "TN": 754503, + "TP": 113010, + "n_pred": 120276, + "n_ref": 114391 + }, + "7": { + "Dice": 0.9670742920191246, + "FN": 1717, + "FP": 5445, + "IoU": 0.9362476744910585, + "TN": 763819, + "TP": 105179, + "n_pred": 110624, + "n_ref": 106896 + }, + "8": { + "Dice": 0.9047959914101646, + "FN": 90, + "FP": 43, + "IoU": 0.8261437908496732, + "TN": 875395, + "TP": 632, + "n_pred": 675, + "n_ref": 722 + }, + "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_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9422734128616481, + "FN": 3516, + "FP": 4062, + "IoU": 0.8908478091781177, + "TN": 2208590, + "TP": 61848, + "n_pred": 65910, + "n_ref": 65364 + }, + "10": { + "Dice": 0.7847426912076155, + "FN": 8084, + "FP": 11634, + "IoU": 0.6457420050305426, + "TN": 2222356, + "TP": 35942, + "n_pred": 47576, + "n_ref": 44026 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 53, + "FP": 0, + "IoU": 0.0, + "TN": 2277963, + "TP": 0, + "n_pred": 0, + "n_ref": 53 + }, + "13": { + "Dice": 0.644305827838175, + "FN": 2073, + "FP": 7906, + "IoU": 0.47525897880843454, + "TN": 2258999, + "TP": 9038, + "n_pred": 16944, + "n_ref": 11111 + }, + "14": { + "Dice": 0.7506848790206709, + "FN": 1010, + "FP": 25018, + "IoU": 0.6008771257264656, + "TN": 2212803, + "TP": 39185, + "n_pred": 64203, + "n_ref": 40195 + }, + "15": { + "Dice": 0.6365799354993198, + "FN": 55244, + "FP": 16087, + "IoU": 0.466899345311052, + "TN": 2144212, + "TP": 62473, + "n_pred": 78560, + "n_ref": 117717 + }, + "2": { + "Dice": 0.9064295124223936, + "FN": 5410, + "FP": 20799, + "IoU": 0.8288715932982488, + "TN": 2124862, + "TP": 126945, + "n_pred": 147744, + "n_ref": 132355 + }, + "3": { + "Dice": 0.9491043319770974, + "FN": 3319, + "FP": 7739, + "IoU": 0.9031384949589621, + "TN": 2163853, + "TP": 103105, + "n_pred": 110844, + "n_ref": 106424 + }, + "4": { + "Dice": 0.7806332952229458, + "FN": 418, + "FP": 3995, + "IoU": 0.6401956787607012, + "TN": 2265751, + "TP": 7852, + "n_pred": 11847, + "n_ref": 8270 + }, + "5": { + "Dice": 0.019402985074626865, + "FN": 1233, + "FP": 81, + "IoU": 0.009796533534287867, + "TN": 2276689, + "TP": 13, + "n_pred": 94, + "n_ref": 1246 + }, + "6": { + "Dice": 0.9592258654644901, + "FN": 9223, + "FP": 8251, + "IoU": 0.9216465260184292, + "TN": 2055001, + "TP": 205541, + "n_pred": 213792, + "n_ref": 214764 + }, + "7": { + "Dice": 0.9056783480865391, + "FN": 6319, + "FP": 16260, + "IoU": 0.8276162191462884, + "TN": 2147035, + "TP": 108402, + "n_pred": 124662, + "n_ref": 114721 + }, + "8": { + "Dice": 0.901284813662118, + "FN": 66, + "FP": 1171, + "IoU": 0.8203079604880883, + "TN": 2271132, + "TP": 5647, + "n_pred": 6818, + "n_ref": 5713 + }, + "9": { + "Dice": 0.8396518190224149, + "FN": 1235, + "FP": 3794, + "IoU": 0.7236205759507585, + "TN": 2259820, + "TP": 13167, + "n_pred": 16961, + "n_ref": 14402 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6560377130424272, + "FN": 4713, + "FP": 23743, + "IoU": 0.48813699566492186, + "TN": 2222423, + "TP": 27137, + "n_pred": 50880, + "n_ref": 31850 + }, + "10": { + "Dice": 0.04320253666270313, + "FN": 6945, + "FP": 12367, + "IoU": 0.022078185132671662, + "TN": 2258268, + "TP": 436, + "n_pred": 12803, + "n_ref": 7381 + }, + "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": 0.3279002079002079, + "FN": 5589, + "FP": 10575, + "IoU": 0.19610086039687671, + "TN": 2257909, + "TP": 3943, + "n_pred": 14518, + "n_ref": 9532 + }, + "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": 14, + "IoU": 0.0, + "TN": 2278002, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "2": { + "Dice": 0.8969664797055187, + "FN": 12808, + "FP": 1943, + "IoU": 0.8131815245887106, + "TN": 2199057, + "TP": 64208, + "n_pred": 66151, + "n_ref": 77016 + }, + "3": { + "Dice": 0.515497163332338, + "FN": 64, + "FP": 8049, + "IoU": 0.34725239359562315, + "TN": 2265587, + "TP": 4316, + "n_pred": 12365, + "n_ref": 4380 + }, + "4": { + "Dice": 0.1337313535259957, + "FN": 97127, + "FP": 3860, + "IoU": 0.07165707561912817, + "TN": 2169234, + "TP": 7795, + "n_pred": 11655, + "n_ref": 104922 + }, + "5": { + "Dice": 0.3060667429778991, + "FN": 7785, + "FP": 96, + "IoU": 0.18068406279239005, + "TN": 2268397, + "TP": 1738, + "n_pred": 1834, + "n_ref": 9523 + }, + "6": { + "Dice": 0.9317135235921358, + "FN": 65802, + "FP": 16528, + "IoU": 0.8721569954952927, + "TN": 1634023, + "TP": 561663, + "n_pred": 578191, + "n_ref": 627465 + }, + "7": { + "Dice": 0.2797413560197165, + "FN": 3927, + "FP": 116040, + "IoU": 0.16261587000223363, + "TN": 2134752, + "TP": 23297, + "n_pred": 139337, + "n_ref": 27224 + }, + "8": { + "Dice": 0.5911463168100336, + "FN": 37329, + "FP": 2311, + "IoU": 0.4195938328184254, + "TN": 2209719, + "TP": 28657, + "n_pred": 30968, + "n_ref": 65986 + }, + "9": { + "Dice": 0.7745384374674038, + "FN": 3217, + "FP": 5429, + "IoU": 0.6320381325275567, + "TN": 2254519, + "TP": 14851, + "n_pred": 20280, + "n_ref": 18068 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8418013147385882, + "FN": 3919, + "FP": 8956, + "IoU": 0.7268194356036495, + "TN": 1354726, + "TP": 34255, + "n_pred": 43211, + "n_ref": 38174 + }, + "10": { + "Dice": 0.8843042559613643, + "FN": 2060, + "FP": 5606, + "IoU": 0.7926034142250359, + "TN": 1364893, + "TP": 29297, + "n_pred": 34903, + "n_ref": 31357 + }, + "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": 0.8090410695392902, + "FN": 1555, + "FP": 8372, + "IoU": 0.6793190334668562, + "TN": 1370900, + "TP": 21029, + "n_pred": 29401, + "n_ref": 22584 + }, + "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": 0.9633199624817897, + "FN": 2319, + "FP": 1357, + "IoU": 0.9292355670202321, + "TN": 1349909, + "TP": 48271, + "n_pred": 49628, + "n_ref": 50590 + }, + "3": { + "Dice": 0.9173533540865532, + "FN": 919, + "FP": 1789, + "IoU": 0.8473248012628968, + "TN": 1384119, + "TP": 15029, + "n_pred": 16818, + "n_ref": 15948 + }, + "4": { + "Dice": 0.8796719172336658, + "FN": 673, + "FP": 618, + "IoU": 0.7851913477537438, + "TN": 1395846, + "TP": 4719, + "n_pred": 5337, + "n_ref": 5392 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 85, + "IoU": 0.0, + "TN": 1401771, + "TP": 0, + "n_pred": 85, + "n_ref": 0 + }, + "6": { + "Dice": 0.9357510306833522, + "FN": 1354, + "FP": 2168, + "IoU": 0.8792595131984916, + "TN": 1372686, + "TP": 25648, + "n_pred": 27816, + "n_ref": 27002 + }, + "7": { + "Dice": 0.9568199177677019, + "FN": 837, + "FP": 1820, + "IoU": 0.9172145193955444, + "TN": 1369761, + "TP": 29438, + "n_pred": 31258, + "n_ref": 30275 + }, + "8": { + "Dice": 0.7307171853856563, + "FN": 80, + "FP": 119, + "IoU": 0.5756929637526652, + "TN": 1401387, + "TP": 270, + "n_pred": 389, + "n_ref": 350 + }, + "9": { + "Dice": 0.9675288321576532, + "FN": 593, + "FP": 567, + "IoU": 0.9371000976032968, + "TN": 1383414, + "TP": 17282, + "n_pred": 17849, + "n_ref": 17875 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850340/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset349_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-pred_entropy__seed-12346/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.5698846610502217, + "FN": 7386.535111111111, + "FP": 7296.859111111112, + "IoU": 0.4934128888939336, + "TN": 2872001.7635555556, + "TP": 33848.175555555565, + "n_pred": 41145.03466666667, + "n_ref": 41234.710666666666 + }, + "mean": { + "1": { + "Dice": 0.7578096066352132, + "FN": 5192.626666666666, + "FP": 4800.673333333334, + "IoU": 0.6987520425530822, + "TN": 2867249.433333333, + "TP": 43290.6, + "n_pred": 48091.27333333333, + "n_ref": 48483.22666666667 + }, + "10": { + "Dice": 0.7148604318200531, + "FN": 6410.393333333333, + "FP": 6383.693333333334, + "IoU": 0.5938519652327839, + "TN": 2888425.2399999998, + "TP": 19314.006666666664, + "n_pred": 25697.699999999997, + "n_ref": 25724.4 + }, + "11": { + "Dice": 0.025908727896932382, + "FN": 513.4933333333333, + "FP": 9.58, + "IoU": 0.014377345400566437, + "TN": 2919996.0733333332, + "TP": 14.186666666666667, + "n_pred": 23.766666666666666, + "n_ref": 527.6800000000001 + }, + "12": { + "Dice": 0.04240512455701673, + "FN": 699.9933333333333, + "FP": 76.55333333333333, + "IoU": 0.03023536229042311, + "TN": 2919703.9266666668, + "TP": 52.86, + "n_pred": 129.41333333333336, + "n_ref": 752.8533333333332 + }, + "13": { + "Dice": 0.5616486816012409, + "FN": 6672.979999999999, + "FP": 5467.893333333333, + "IoU": 0.4363648755954828, + "TN": 2898287.793333333, + "TP": 10104.666666666668, + "n_pred": 15572.560000000001, + "n_ref": 16777.646666666667 + }, + "14": { + "Dice": 0.6008944138556214, + "FN": 13585.14, + "FP": 10542.046666666665, + "IoU": 0.5196389035011066, + "TN": 2868007.6666666665, + "TP": 28398.48, + "n_pred": 38940.52666666667, + "n_ref": 41983.619999999995 + }, + "15": { + "Dice": 0.508966114857606, + "FN": 5417.74, + "FP": 7027.06, + "IoU": 0.415231291590297, + "TN": 2890824.92, + "TP": 17263.613333333335, + "n_pred": 24290.673333333332, + "n_ref": 22681.353333333333 + }, + "2": { + "Dice": 0.699973505015645, + "FN": 6869.7, + "FP": 4694.46, + "IoU": 0.6325703920459902, + "TN": 2881716.88, + "TP": 27252.293333333335, + "n_pred": 31946.753333333334, + "n_ref": 34121.99333333333 + }, + "3": { + "Dice": 0.7011716730557751, + "FN": 9855.746666666666, + "FP": 7398.326666666666, + "IoU": 0.6381852924282494, + "TN": 2868374.166666667, + "TP": 34905.09333333334, + "n_pred": 42303.42, + "n_ref": 44760.840000000004 + }, + "4": { + "Dice": 0.4715670246373347, + "FN": 3701.026666666667, + "FP": 3298.6, + "IoU": 0.389130187773753, + "TN": 2905326.4066666667, + "TP": 8207.3, + "n_pred": 11505.9, + "n_ref": 11908.326666666666 + }, + "5": { + "Dice": 0.2829677869353572, + "FN": 1055.7533333333333, + "FP": 251.51333333333338, + "IoU": 0.2046990704444461, + "TN": 2918604.3466666667, + "TP": 621.72, + "n_pred": 873.2333333333332, + "n_ref": 1677.4733333333334 + }, + "6": { + "Dice": 0.8918824012011243, + "FN": 26861.806666666664, + "FP": 32802.37333333334, + "IoU": 0.8231275739118005, + "TN": 2678737.06, + "TP": 182132.09333333335, + "n_pred": 214934.46666666665, + "n_ref": 208993.9 + }, + "7": { + "Dice": 0.7844175158259512, + "FN": 20265.620000000003, + "FP": 22899.57333333333, + "IoU": 0.6940811161269094, + "TN": 2761633.96, + "TP": 115734.18000000001, + "n_pred": 138633.75333333336, + "n_ref": 135999.8 + }, + "8": { + "Dice": 0.7680437382206963, + "FN": 1802.5933333333335, + "FP": 1445.42, + "IoU": 0.6820491388416567, + "TN": 2906934.02, + "TP": 10351.3, + "n_pred": 11796.72, + "n_ref": 12153.893333333333 + }, + "9": { + "Dice": 0.7357531696377578, + "FN": 1893.4133333333334, + "FP": 2355.12, + "IoU": 0.6288987756724559, + "TN": 2906204.5599999996, + "TP": 10080.240000000002, + "n_pred": 12435.36, + "n_ref": 11973.653333333334 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/loop_000/summary.json b/nnActive_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/loop_000/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..deccf9b3bd322b2b014d0c93923d5901b4d3782a --- /dev/null +++ b/nnActive_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/loop_000/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.5188118053909255, + "FN": 62764.61733333334, + "FP": 47866.64400000001, + "IoU": 0.3896511124083713, + "TN": 96222503.66533333, + "TP": 123825.91333333334, + "n_pred": 171692.55733333333, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.6177509946534964, + "FN": 62947.96, + "FP": 92301.78, + "IoU": 0.47039614920964146, + "TN": 96170370.92, + "TP": 131340.18, + "n_pred": 223641.96, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.4948734071743434, + "FN": 38571.46, + "FP": 25864.02, + "IoU": 0.3509910205372315, + "TN": 96356874.26, + "TP": 35651.1, + "n_pred": 61515.12, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.5806498045033082, + "FN": 1838.56, + "FP": 604.24, + "IoU": 0.43485876073765956, + "TN": 96452656.22, + "TP": 1861.82, + "n_pred": 2466.06, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.4043614273662744, + "FN": 2906.16, + "FP": 232.3, + "IoU": 0.28470864474161195, + "TN": 96452491.88, + "TP": 1330.5, + "n_pred": 1562.8, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.3020196369972456, + "FN": 43960.7, + "FP": 13874.1, + "IoU": 0.19190193759591942, + "TN": 96385228.6, + "TP": 13897.44, + "n_pred": 27771.54, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.5826935055589668, + "FN": 76910.44, + "FP": 20161.36, + "IoU": 0.4595712015496961, + "TN": 96298441.34, + "TP": 61447.7, + "n_pred": 81609.06, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.35897068409123006, + "FN": 36966.08, + "FP": 12359.4, + "IoU": 0.2453484721186804, + "TN": 96390554.4, + "TP": 17080.96, + "n_pred": 29440.36, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.3333334304702237, + "FN": 112748.76, + "FP": 21131.54, + "IoU": 0.2324412781331507, + "TN": 96278987.6, + "TP": 44092.94, + "n_pred": 65224.48, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.5820028280846248, + "FN": 47265.84, + "FP": 110410.92, + "IoU": 0.42420607951310374, + "TN": 96183147.34, + "TP": 116136.74, + "n_pred": 226547.66, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.546525636523821, + "FN": 9618.06, + "FP": 12165.22, + "IoU": 0.4290513866269061, + "TN": 96418218.12, + "TP": 16959.44, + "n_pred": 29124.66, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.38232258690856413, + "FN": 13035.12, + "FP": 1148.78, + "IoU": 0.2731848150575223, + "TN": 96438659.9, + "TP": 4117.04, + "n_pred": 5265.82, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8265586235343667, + "FN": 181117.5, + "FP": 317856.16, + "IoU": 0.7149280516347808, + "TN": 94779881.06, + "TP": 1178106.12, + "n_pred": 1495962.28, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.46731225965716383, + "FN": 223393.2, + "FP": 51225.34, + "IoU": 0.3328421519910764, + "TN": 96066810.84, + "TP": 115531.46, + "n_pred": 166756.8, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.7288054355848803, + "FN": 47628.12, + "FP": 28621.38, + "IoU": 0.5846476918667889, + "TN": 96295970.28, + "TP": 84741.06, + "n_pred": 113362.44, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.5739968197553725, + "FN": 42561.3, + "FP": 10043.12, + "IoU": 0.4156890448117994, + "TN": 96369262.22, + "TP": 35094.2, + "n_pred": 45137.32, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.5120380237459803, + "FN": 11246, + "FP": 143983, + "IoU": 0.3441203686098541, + "TN": 119356647, + "TP": 81444, + "n_pred": 225427, + "n_ref": 92690 + }, + "10": { + "Dice": 0.5027158590465586, + "FN": 40119, + "FP": 29552, + "IoU": 0.33575180908978236, + "TN": 119488433, + "TP": 35216, + "n_pred": 64768, + "n_ref": 75335 + }, + "11": { + "Dice": 0.722699983774136, + "FN": 1319, + "FP": 390, + "IoU": 0.5658028455284553, + "TN": 119589384, + "TP": 2227, + "n_pred": 2617, + "n_ref": 3546 + }, + "12": { + "Dice": 0.3465877566117995, + "FN": 3528, + "FP": 5, + "IoU": 0.20961968680089485, + "TN": 119588850, + "TP": 937, + "n_pred": 942, + "n_ref": 4465 + }, + "13": { + "Dice": 0.21805792163543442, + "FN": 45141, + "FP": 9480, + "IoU": 0.12237093690248566, + "TN": 119531083, + "TP": 7616, + "n_pred": 17096, + "n_ref": 52757 + }, + "14": { + "Dice": 0.2557673554988579, + "FN": 209191, + "FP": 13665, + "IoU": 0.14663603293126556, + "TN": 119332170, + "TP": 38294, + "n_pred": 51959, + "n_ref": 247485 + }, + "15": { + "Dice": 0.009476828473296554, + "FN": 32376, + "FP": 69427, + "IoU": 0.004760973702219181, + "TN": 119491030, + "TP": 487, + "n_pred": 69914, + "n_ref": 32863 + }, + "2": { + "Dice": 0.08653079967046176, + "FN": 134391, + "FP": 881, + "IoU": 0.04522194538357837, + "TN": 119451641, + "TP": 6407, + "n_pred": 7288, + "n_ref": 140798 + }, + "3": { + "Dice": 0.5856579064537337, + "FN": 15822, + "FP": 202869, + "IoU": 0.41408504288045184, + "TN": 119220073, + "TP": 154556, + "n_pred": 357425, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7217830895781892, + "FN": 28303, + "FP": 9781, + "IoU": 0.5646796593701777, + "TN": 119505835, + "TP": 49401, + "n_pred": 59182, + "n_ref": 77704 + }, + "5": { + "Dice": 0.02655995659251221, + "FN": 63285, + "FP": 8477, + "IoU": 0.013458709668550062, + "TN": 119520579, + "TP": 979, + "n_pred": 9456, + "n_ref": 64264 + }, + "6": { + "Dice": 0.8494075847600359, + "FN": 270357, + "FP": 52872, + "IoU": 0.7382349939990573, + "TN": 118358514, + "TP": 911577, + "n_pred": 964449, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 76420, + "IoU": 0.0, + "TN": 119516900, + "TP": 0, + "n_pred": 76420, + "n_ref": 0 + }, + "8": { + "Dice": 0.5584835452377079, + "FN": 164632, + "FP": 28063, + "IoU": 0.3874277975757152, + "TN": 119278753, + "TP": 121872, + "n_pred": 149935, + "n_ref": 286504 + }, + "9": { + "Dice": 0.6719065798338199, + "FN": 36142, + "FP": 3305, + "IoU": 0.505918160297599, + "TN": 119513481, + "TP": 40392, + "n_pred": 43697, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7400361073283682, + "FN": 21730, + "FP": 95482, + "IoU": 0.5873470752873664, + "TN": 72541615, + "TP": 166833, + "n_pred": 262315, + "n_ref": 188563 + }, + "10": { + "Dice": 0.29697397154366784, + "FN": 46556, + "FP": 57108, + "IoU": 0.17438017187139113, + "TN": 72700101, + "TP": 21895, + "n_pred": 79003, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6016307513104252, + "FN": 1214, + "FP": 154, + "IoU": 0.4302374010828821, + "TN": 72823259, + "TP": 1033, + "n_pred": 1187, + "n_ref": 2247 + }, + "12": { + "Dice": 0.41002277904328016, + "FN": 2064, + "FP": 267, + "IoU": 0.25787965616045844, + "TN": 72822519, + "TP": 810, + "n_pred": 1077, + "n_ref": 2874 + }, + "13": { + "Dice": 0.33654888977681374, + "FN": 38391, + "FP": 8101, + "IoU": 0.202319676068904, + "TN": 72767376, + "TP": 11792, + "n_pred": 19893, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8316015339092792, + "FN": 10421, + "FP": 16498, + "IoU": 0.7117448011479237, + "TN": 72732274, + "TP": 66467, + "n_pred": 82965, + "n_ref": 76888 + }, + "15": { + "Dice": 0.48063148141548767, + "FN": 28994, + "FP": 154, + "IoU": 0.3163363433798522, + "TN": 72783025, + "TP": 13487, + "n_pred": 13641, + "n_ref": 42481 + }, + "2": { + "Dice": 0.22088653178812284, + "FN": 118975, + "FP": 19, + "IoU": 0.12415539297228069, + "TN": 72689798, + "TP": 16868, + "n_pred": 16887, + "n_ref": 135843 + }, + "3": { + "Dice": 0.6699441622004635, + "FN": 4707, + "FP": 115936, + "IoU": 0.5036962683527848, + "TN": 72582577, + "TP": 122440, + "n_pred": 238376, + "n_ref": 127147 + }, + "4": { + "Dice": 0.7052078158635535, + "FN": 9975, + "FP": 4267, + "IoU": 0.5446494228986156, + "TN": 72794383, + "TP": 17035, + "n_pred": 21302, + "n_ref": 27010 + }, + "5": { + "Dice": 0.48132780082987553, + "FN": 5855, + "FP": 145, + "IoU": 0.31693989071038253, + "TN": 72816876, + "TP": 2784, + "n_pred": 2929, + "n_ref": 8639 + }, + "6": { + "Dice": 0.8357085802506165, + "FN": 148981, + "FP": 267319, + "IoU": 0.717782993222182, + "TN": 71350554, + "TP": 1058806, + "n_pred": 1326125, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.5289093227877268, + "FN": 140177, + "FP": 35651, + "IoU": 0.3595355004152521, + "TN": 72551128, + "TP": 98704, + "n_pred": 134355, + "n_ref": 238881 + }, + "8": { + "Dice": 0.822375313502016, + "FN": 6386, + "FP": 15994, + "IoU": 0.6983339623658813, + "TN": 72751472, + "TP": 51808, + "n_pred": 67802, + "n_ref": 58194 + }, + "9": { + "Dice": 0.7430764804748421, + "FN": 28910, + "FP": 5026, + "IoU": 0.5911867101950344, + "TN": 72742649, + "TP": 49075, + "n_pred": 54101, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.583485978371667, + "FN": 107778, + "FP": 109604, + "IoU": 0.411916839129435, + "TN": 71439843, + "TP": 152263, + "n_pred": 261867, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7114207757936153, + "FN": 34139, + "FP": 14196, + "IoU": 0.5520970402357432, + "TN": 71701574, + "TP": 59579, + "n_pred": 73775, + "n_ref": 93718 + }, + "11": { + "Dice": 0.5803189420458965, + "FN": 1877, + "FP": 281, + "IoU": 0.40876712328767123, + "TN": 71805838, + "TP": 1492, + "n_pred": 1773, + "n_ref": 3369 + }, + "12": { + "Dice": 0.08102533883323512, + "FN": 6234, + "FP": 4, + "IoU": 0.042223245816060184, + "TN": 71802975, + "TP": 275, + "n_pred": 279, + "n_ref": 6509 + }, + "13": { + "Dice": 0.2684200196270854, + "FN": 53644, + "FP": 2267, + "IoU": 0.1550145085237577, + "TN": 71743320, + "TP": 10257, + "n_pred": 12524, + "n_ref": 63901 + }, + "14": { + "Dice": 0.21608223770684892, + "FN": 458879, + "FP": 351, + "IoU": 0.1211279142313625, + "TN": 71286966, + "TP": 63292, + "n_pred": 63643, + "n_ref": 522171 + }, + "15": { + "Dice": 0.0, + "FN": 180663, + "FP": 482, + "IoU": 0.0, + "TN": 71628343, + "TP": 0, + "n_pred": 482, + "n_ref": 180663 + }, + "2": { + "Dice": 0.21370469119312105, + "FN": 126395, + "FP": 24304, + "IoU": 0.11963570084940822, + "TN": 71638310, + "TP": 20479, + "n_pred": 44783, + "n_ref": 146874 + }, + "3": { + "Dice": 0.5799111215750905, + "FN": 37209, + "FP": 176904, + "IoU": 0.40836255419329703, + "TN": 71447589, + "TP": 147786, + "n_pred": 324690, + "n_ref": 184995 + }, + "4": { + "Dice": 0.6649150003941249, + "FN": 1322, + "FP": 11431, + "IoU": 0.49803196095410535, + "TN": 71784082, + "TP": 12653, + "n_pred": 24084, + "n_ref": 13975 + }, + "5": { + "Dice": 0.5626802141974461, + "FN": 6245, + "FP": 125, + "IoU": 0.3914787925105082, + "TN": 71799020, + "TP": 4098, + "n_pred": 4223, + "n_ref": 10343 + }, + "6": { + "Dice": 0.8760467057100461, + "FN": 110824, + "FP": 211033, + "IoU": 0.7794333716184174, + "TN": 70350260, + "TP": 1137371, + "n_pred": 1348404, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.8182250912731818, + "FN": 60667, + "FP": 16854, + "IoU": 0.6923696595950697, + "TN": 71557494, + "TP": 174473, + "n_pred": 191327, + "n_ref": 235140 + }, + "8": { + "Dice": 0.7864242304217054, + "FN": 17699, + "FP": 16811, + "IoU": 0.6480223568529058, + "TN": 71711442, + "TP": 63536, + "n_pred": 80347, + "n_ref": 81235 + }, + "9": { + "Dice": 0.6064312992911861, + "FN": 47902, + "FP": 4347, + "IoU": 0.4351642649427586, + "TN": 71716985, + "TP": 40254, + "n_pred": 44601, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8011707465409761, + "FN": 56115, + "FP": 22347, + "IoU": 0.6682942914758964, + "TN": 135208969, + "TP": 158079, + "n_pred": 180426, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7258354343980276, + "FN": 33028, + "FP": 6336, + "IoU": 0.5696559565326715, + "TN": 135354039, + "TP": 52107, + "n_pred": 58443, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6384560906515581, + "FN": 1744, + "FP": 298, + "IoU": 0.4689206762028609, + "TN": 135441665, + "TP": 1803, + "n_pred": 2101, + "n_ref": 3547 + }, + "12": { + "Dice": 0.5868696954568148, + "FN": 3157, + "FP": 153, + "IoU": 0.41529765059176826, + "TN": 135439849, + "TP": 2351, + "n_pred": 2504, + "n_ref": 5508 + }, + "13": { + "Dice": 0.29258531977828045, + "FN": 28802, + "FP": 28118, + "IoU": 0.17136160486817778, + "TN": 135376819, + "TP": 11771, + "n_pred": 39889, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8173121431877797, + "FN": 26481, + "FP": 25615, + "IoU": 0.6910632746249185, + "TN": 135276880, + "TP": 116534, + "n_pred": 142149, + "n_ref": 143015 + }, + "15": { + "Dice": 0.3247767297803883, + "FN": 35098, + "FP": 32267, + "IoU": 0.19387071296938946, + "TN": 135361944, + "TP": 16201, + "n_pred": 48468, + "n_ref": 51299 + }, + "2": { + "Dice": 0.3656780667379171, + "FN": 160269, + "FP": 10663, + "IoU": 0.223749103096248, + "TN": 135225308, + "TP": 49270, + "n_pred": 59933, + "n_ref": 209539 + }, + "3": { + "Dice": 0.5794450805256854, + "FN": 51252, + "FP": 203664, + "IoU": 0.4079005130897106, + "TN": 135014981, + "TP": 175613, + "n_pred": 379277, + "n_ref": 226865 + }, + "4": { + "Dice": 0.7739593027931934, + "FN": 3161, + "FP": 16512, + "IoU": 0.6312672202125467, + "TN": 135392157, + "TP": 33680, + "n_pred": 50192, + "n_ref": 36841 + }, + "5": { + "Dice": 0.3439577296744503, + "FN": 21990, + "FP": 1104, + "IoU": 0.20769864141622066, + "TN": 135416362, + "TP": 6054, + "n_pred": 7158, + "n_ref": 28044 + }, + "6": { + "Dice": 0.8625203205360708, + "FN": 340193, + "FP": 81301, + "IoU": 0.7582731683985412, + "TN": 133701831, + "TP": 1322185, + "n_pred": 1403486, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.4666964633615256, + "FN": 117524, + "FP": 68616, + "IoU": 0.3043731734844125, + "TN": 135177924, + "TP": 81446, + "n_pred": 150062, + "n_ref": 198970 + }, + "8": { + "Dice": 0.49862004689358225, + "FN": 179152, + "FP": 43025, + "IoU": 0.3321078357692978, + "TN": 135112856, + "TP": 110477, + "n_pred": 153502, + "n_ref": 289629 + }, + "9": { + "Dice": 0.27359289926928915, + "FN": 81728, + "FP": 4859, + "IoU": 0.15847530930189616, + "TN": 135342617, + "TP": 16306, + "n_pred": 21165, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6519852674460783, + "FN": 116015, + "FP": 33655, + "IoU": 0.48366330997795554, + "TN": 105464136, + "TP": 140199, + "n_pred": 173854, + "n_ref": 256214 + }, + "10": { + "Dice": 0.2970529001612761, + "FN": 41974, + "FP": 45635, + "IoU": 0.174434602336977, + "TN": 105647885, + "TP": 18511, + "n_pred": 64146, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7226134585289515, + "FN": 622, + "FP": 796, + "IoU": 0.5656967840735069, + "TN": 105750740, + "TP": 1847, + "n_pred": 2643, + "n_ref": 2469 + }, + "12": { + "Dice": 0.5715937003323219, + "FN": 2426, + "FP": 539, + "IoU": 0.40016184503338054, + "TN": 105749062, + "TP": 1978, + "n_pred": 2517, + "n_ref": 4404 + }, + "13": { + "Dice": 0.24946707057107595, + "FN": 67561, + "FP": 12713, + "IoU": 0.14250921326710464, + "TN": 105660390, + "TP": 13341, + "n_pred": 26054, + "n_ref": 80902 + }, + "14": { + "Dice": 0.5895287251627703, + "FN": 109524, + "FP": 12152, + "IoU": 0.41796577901297755, + "TN": 105544952, + "TP": 87377, + "n_pred": 99529, + "n_ref": 196901 + }, + "15": { + "Dice": 0.5213578343025956, + "FN": 13902, + "FP": 11859, + "IoU": 0.3525922947400166, + "TN": 105714214, + "TP": 14030, + "n_pred": 25889, + "n_ref": 27932 + }, + "2": { + "Dice": 0.6553910176070477, + "FN": 72097, + "FP": 12866, + "IoU": 0.4874212698182871, + "TN": 105588249, + "TP": 80793, + "n_pred": 93659, + "n_ref": 152890 + }, + "3": { + "Dice": 0.7219947860392733, + "FN": 25786, + "FP": 86398, + "IoU": 0.5649388423085574, + "TN": 105496147, + "TP": 145674, + "n_pred": 232072, + "n_ref": 171460 + }, + "4": { + "Dice": 0.5960427334218344, + "FN": 17282, + "FP": 14669, + "IoU": 0.4245447832429804, + "TN": 105698482, + "TP": 23572, + "n_pred": 38241, + "n_ref": 40854 + }, + "5": { + "Dice": 0.3110451386546117, + "FN": 10060, + "FP": 151, + "IoU": 0.18416426973473954, + "TN": 105741489, + "TP": 2305, + "n_pred": 2456, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8755831312087278, + "FN": 53289, + "FP": 368257, + "IoU": 0.7786997469630315, + "TN": 103849145, + "TP": 1483314, + "n_pred": 1851571, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.7032339356330456, + "FN": 78903, + "FP": 81018, + "IoU": 0.5422982255294791, + "TN": 105404605, + "TP": 189479, + "n_pred": 270497, + "n_ref": 268382 + }, + "8": { + "Dice": 0.6463706709714672, + "FN": 9188, + "FP": 77779, + "IoU": 0.47750935733296485, + "TN": 105587558, + "TP": 79480, + "n_pred": 157259, + "n_ref": 88668 + }, + "9": { + "Dice": 0.6845348578216646, + "FN": 24097, + "FP": 22642, + "IoU": 0.5203747601309403, + "TN": 105656556, + "TP": 50710, + "n_pred": 73352, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8254860933067577, + "FN": 53629, + "FP": 30775, + "IoU": 0.7028321151435774, + "TN": 96853852, + "TP": 199624, + "n_pred": 230399, + "n_ref": 253253 + }, + "10": { + "Dice": 0.6919238588061356, + "FN": 33950, + "FP": 36064, + "IoU": 0.5289629838937553, + "TN": 96989242, + "TP": 78624, + "n_pred": 114688, + "n_ref": 112574 + }, + "11": { + "Dice": 0.6370292887029289, + "FN": 1734, + "FP": 348, + "IoU": 0.4673829623944743, + "TN": 97133971, + "TP": 1827, + "n_pred": 2175, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7508075680664513, + "FN": 1264, + "FP": 896, + "IoU": 0.6010343553749539, + "TN": 97132466, + "TP": 3254, + "n_pred": 4150, + "n_ref": 4518 + }, + "13": { + "Dice": 0.6130145574835497, + "FN": 24231, + "FP": 8174, + "IoU": 0.4419762015463829, + "TN": 97079809, + "TP": 25666, + "n_pred": 33840, + "n_ref": 49897 + }, + "14": { + "Dice": 0.7629518296269089, + "FN": 95174, + "FP": 10023, + "IoU": 0.6167519162950658, + "TN": 96863392, + "TP": 169291, + "n_pred": 179314, + "n_ref": 264465 + }, + "15": { + "Dice": 0.25581830077577344, + "FN": 16898, + "FP": 14950, + "IoU": 0.14666952467713412, + "TN": 97100558, + "TP": 5474, + "n_pred": 20424, + "n_ref": 22372 + }, + "2": { + "Dice": 0.6011789831654315, + "FN": 20621, + "FP": 135121, + "IoU": 0.4297754865921706, + "TN": 96864756, + "TP": 117382, + "n_pred": 252503, + "n_ref": 138003 + }, + "3": { + "Dice": 0.18598738362435036, + "FN": 141053, + "FP": 11344, + "IoU": 0.10252816432773679, + "TN": 96968073, + "TP": 17410, + "n_pred": 28754, + "n_ref": 158463 + }, + "4": { + "Dice": 0.7244110077212433, + "FN": 1883, + "FP": 17605, + "IoU": 0.5679031507061928, + "TN": 97092779, + "TP": 25613, + "n_pred": 43218, + "n_ref": 27496 + }, + "5": { + "Dice": 0.5586701116365231, + "FN": 8903, + "FP": 150, + "IoU": 0.38760738686328894, + "TN": 97123097, + "TP": 5730, + "n_pred": 5880, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8611382500308423, + "FN": 72900, + "FP": 387461, + "IoU": 0.7561394085402934, + "TN": 95250076, + "TP": 1427443, + "n_pred": 1814904, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.7365164587779813, + "FN": 71528, + "FP": 59207, + "IoU": 0.5829252497152719, + "TN": 96824423, + "TP": 182722, + "n_pred": 241929, + "n_ref": 254250 + }, + "8": { + "Dice": 0.8805423357414318, + "FN": 12325, + "FP": 19076, + "IoU": 0.7865793980915097, + "TN": 96990748, + "TP": 115731, + "n_pred": 134807, + "n_ref": 128056 + }, + "9": { + "Dice": 0.6736648676804653, + "FN": 22021, + "FP": 23087, + "IoU": 0.5079145166744848, + "TN": 97046213, + "TP": 46559, + "n_pred": 69646, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7281222689393678, + "FN": 14794, + "FP": 103733, + "IoU": 0.5724781959443375, + "TN": 130489550, + "TP": 158715, + "n_pred": 262448, + "n_ref": 173509 + }, + "10": { + "Dice": 0.5987310258303548, + "FN": 31434, + "FP": 29975, + "IoU": 0.4272777295915988, + "TN": 130659569, + "TP": 45814, + "n_pred": 75789, + "n_ref": 77248 + }, + "11": { + "Dice": 0.6220302375809935, + "FN": 2177, + "FP": 98, + "IoU": 0.45141065830721006, + "TN": 130762645, + "TP": 1872, + "n_pred": 1970, + "n_ref": 4049 + }, + "12": { + "Dice": 0.48999775230388853, + "FN": 2238, + "FP": 31, + "IoU": 0.3245013396844299, + "TN": 130763433, + "TP": 1090, + "n_pred": 1121, + "n_ref": 3328 + }, + "13": { + "Dice": 0.3266687120747256, + "FN": 42202, + "FP": 36804, + "IoU": 0.19522058449032811, + "TN": 130668621, + "TP": 19165, + "n_pred": 55969, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9133077863217396, + "FN": 15950, + "FP": 11288, + "IoU": 0.8404475295082448, + "TN": 130596077, + "TP": 143477, + "n_pred": 154765, + "n_ref": 159427 + }, + "15": { + "Dice": 0.6604625126823637, + "FN": 9912, + "FP": 9498, + "IoU": 0.493052653572921, + "TN": 130728504, + "TP": 18878, + "n_pred": 28376, + "n_ref": 28790 + }, + "2": { + "Dice": 0.10663867453472538, + "FN": 156934, + "FP": 512, + "IoU": 0.05632241088927914, + "TN": 130599949, + "TP": 9397, + "n_pred": 9909, + "n_ref": 166331 + }, + "3": { + "Dice": 0.6095287085364651, + "FN": 8454, + "FP": 193463, + "IoU": 0.43836123210778993, + "TN": 130407278, + "TP": 157597, + "n_pred": 351060, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6657830029199324, + "FN": 12607, + "FP": 4791, + "IoU": 0.49900653670055, + "TN": 130732065, + "TP": 17329, + "n_pred": 22120, + "n_ref": 29936 + }, + "5": { + "Dice": 0.3762700478629608, + "FN": 22347, + "FP": 7365, + "IoU": 0.23173191291306822, + "TN": 130728118, + "TP": 8962, + "n_pred": 16327, + "n_ref": 31309 + }, + "6": { + "Dice": 0.8900611787108805, + "FN": 207849, + "FP": 71119, + "IoU": 0.8019011153039356, + "TN": 129358566, + "TP": 1129258, + "n_pred": 1200377, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.6624541807797598, + "FN": 209978, + "FP": 30091, + "IoU": 0.4952758785982794, + "TN": 130291148, + "TP": 235575, + "n_pred": 265666, + "n_ref": 445553 + }, + "8": { + "Dice": 0.7216938304330087, + "FN": 77207, + "FP": 40804, + "IoU": 0.5645704038786519, + "TN": 130495770, + "TP": 153011, + "n_pred": 193815, + "n_ref": 230218 + }, + "9": { + "Dice": 0.32404518884211164, + "FN": 80631, + "FP": 8641, + "IoU": 0.1933495979036776, + "TN": 130656122, + "TP": 21398, + "n_pred": 30039, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.46518449996145617, + "FN": 89206, + "FP": 167491, + "IoU": 0.3030882213202655, + "TN": 71867673, + "TP": 111638, + "n_pred": 279129, + "n_ref": 200844 + }, + "10": { + "Dice": 0.3058324005095148, + "FN": 42855, + "FP": 47064, + "IoU": 0.18052074694469, + "TN": 72126281, + "TP": 19808, + "n_pred": 66872, + "n_ref": 62663 + }, + "11": { + "Dice": 0.008839779005524863, + "FN": 2675, + "FP": 16, + "IoU": 0.004439511653718091, + "TN": 72233305, + "TP": 12, + "n_pred": 28, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6228825326298251, + "FN": 1828, + "FP": 888, + "IoU": 0.4523089332526719, + "TN": 72231049, + "TP": 2243, + "n_pred": 3131, + "n_ref": 4071 + }, + "13": { + "Dice": 0.2790515075376884, + "FN": 57999, + "FP": 6275, + "IoU": 0.1621498311889771, + "TN": 72159295, + "TP": 12439, + "n_pred": 18714, + "n_ref": 70438 + }, + "14": { + "Dice": 0.48931218537350435, + "FN": 35159, + "FP": 45593, + "IoU": 0.3239002662469231, + "TN": 72116570, + "TP": 38686, + "n_pred": 84279, + "n_ref": 73845 + }, + "15": { + "Dice": 0.5685022963712931, + "FN": 8944, + "FP": 20463, + "IoU": 0.3971381127124377, + "TN": 72187229, + "TP": 19372, + "n_pred": 39835, + "n_ref": 28316 + }, + "2": { + "Dice": 0.2869456858832017, + "FN": 96669, + "FP": 55541, + "IoU": 0.16750530530092542, + "TN": 72053172, + "TP": 30626, + "n_pred": 86167, + "n_ref": 127295 + }, + "3": { + "Dice": 0.5196477560361944, + "FN": 82534, + "FP": 75927, + "IoU": 0.3510298026399315, + "TN": 71991835, + "TP": 85712, + "n_pred": 161639, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 27965, + "IoU": 0.0, + "TN": 72208043, + "TP": 0, + "n_pred": 27965, + "n_ref": 0 + }, + "5": { + "Dice": 0.8118071989039731, + "FN": 1709, + "FP": 1313, + "IoU": 0.6832285115303983, + "TN": 72226468, + "TP": 6518, + "n_pred": 7831, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6125189513360517, + "FN": 418956, + "FP": 963712, + "IoU": 0.4414611298120912, + "TN": 69760499, + "TP": 1092841, + "n_pred": 2056553, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.11344745788038403, + "FN": 314966, + "FP": 64748, + "IoU": 0.060134798977250506, + "TN": 71831999, + "TP": 24295, + "n_pred": 89043, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8795535733773745, + "FN": 7133, + "FP": 9422, + "IoU": 0.7850027921715302, + "TN": 72159007, + "TP": 60446, + "n_pred": 69868, + "n_ref": 67579 + }, + "9": { + "Dice": 0.3784973187223129, + "FN": 36633, + "FP": 6017, + "IoU": 0.23342380070816182, + "TN": 72180371, + "TP": 12987, + "n_pred": 19004, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.22527050967882933, + "FN": 64769, + "FP": 101842, + "IoU": 0.12693230766006058, + "TN": 52362286, + "TP": 24223, + "n_pred": 126065, + "n_ref": 88992 + }, + "10": { + "Dice": 0.02059638378536016, + "FN": 46619, + "FP": 7115, + "IoU": 0.010405348164791248, + "TN": 52498821, + "TP": 565, + "n_pred": 7680, + "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": 0.00616584304302489, + "FN": 21547, + "FP": 374, + "IoU": 0.0030924553185683753, + "TN": 52531131, + "TP": 68, + "n_pred": 442, + "n_ref": 21615 + }, + "14": { + "Dice": 0.14490005530536462, + "FN": 51252, + "FP": 2863, + "IoU": 0.07810902896081771, + "TN": 52494420, + "TP": 4585, + "n_pred": 7448, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 1879, + "IoU": 0.0, + "TN": 52525972, + "TP": 0, + "n_pred": 1879, + "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": 0.5330850244027742, + "FN": 60081, + "FP": 85335, + "IoU": 0.3634055369744515, + "TN": 52324692, + "TP": 83012, + "n_pred": 168347, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 508, + "IoU": 0.0, + "TN": 52550732, + "TP": 0, + "n_pred": 508, + "n_ref": 1880 + }, + "5": { + "Dice": 0.5208507089241035, + "FN": 3784, + "FP": 812, + "IoU": 0.35212855934592613, + "TN": 52546026, + "TP": 2498, + "n_pred": 3310, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8278114321120945, + "FN": 108829, + "FP": 167399, + "IoU": 0.7062101224922173, + "TN": 51612897, + "TP": 663995, + "n_pred": 831394, + "n_ref": 772824 + }, + "7": { + "Dice": 0.06915328612745587, + "FN": 186130, + "FP": 542, + "IoU": 0.03581500573329339, + "TN": 52359514, + "TP": 6934, + "n_pred": 7476, + "n_ref": 193064 + }, + "8": { + "Dice": 0.6595807723574147, + "FN": 16124, + "FP": 28683, + "IoU": 0.49207050955052994, + "TN": 52464905, + "TP": 43408, + "n_pred": 72091, + "n_ref": 59532 + }, + "9": { + "Dice": 0.4086219423589247, + "FN": 57000, + "FP": 4045, + "IoU": 0.25677238692396664, + "TN": 52470985, + "TP": 21090, + "n_pred": 25135, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7702944350004337, + "FN": 39646, + "FP": 111291, + "IoU": 0.6264055859588676, + "TN": 143733237, + "TP": 253076, + "n_pred": 364367, + "n_ref": 292722 + }, + "10": { + "Dice": 0.2341973405280401, + "FN": 83696, + "FP": 11674, + "IoU": 0.1326293961965567, + "TN": 144027297, + "TP": 14583, + "n_pred": 26257, + "n_ref": 98279 + }, + "11": { + "Dice": 0.49759720401922236, + "FN": 4341, + "FP": 259, + "IoU": 0.3312009305030532, + "TN": 144130372, + "TP": 2278, + "n_pred": 2537, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6263313934336225, + "FN": 2794, + "FP": 609, + "IoU": 0.45595523581135095, + "TN": 144130995, + "TP": 2852, + "n_pred": 3461, + "n_ref": 5646 + }, + "13": { + "Dice": 0.4186144175120408, + "FN": 72403, + "FP": 16199, + "IoU": 0.26471369294605807, + "TN": 144016750, + "TP": 31898, + "n_pred": 48097, + "n_ref": 104301 + }, + "14": { + "Dice": 0.25738661614633646, + "FN": 348412, + "FP": 7507, + "IoU": 0.14770150311662625, + "TN": 143719651, + "TP": 61680, + "n_pred": 69187, + "n_ref": 410092 + }, + "15": { + "Dice": 0.31207841253902074, + "FN": 15518, + "FP": 15995, + "IoU": 0.18488916479139184, + "TN": 144098589, + "TP": 7148, + "n_pred": 23143, + "n_ref": 22666 + }, + "2": { + "Dice": 0.55813503749088, + "FN": 74543, + "FP": 25991, + "IoU": 0.3870924476308923, + "TN": 143973222, + "TP": 63494, + "n_pred": 89485, + "n_ref": 138037 + }, + "3": { + "Dice": 0.7169130280812664, + "FN": 37548, + "FP": 70369, + "IoU": 0.5587407898072504, + "TN": 143892684, + "TP": 136649, + "n_pred": 207018, + "n_ref": 174197 + }, + "4": { + "Dice": 0.8758539458186101, + "FN": 2836, + "FP": 10866, + "IoU": 0.7791282481139983, + "TN": 144075214, + "TP": 48334, + "n_pred": 59200, + "n_ref": 51170 + }, + "5": { + "Dice": 0.5184191517903209, + "FN": 19572, + "FP": 3763, + "IoU": 0.34990945814180247, + "TN": 144101355, + "TP": 12560, + "n_pred": 16323, + "n_ref": 32132 + }, + "6": { + "Dice": 0.800858114528437, + "FN": 127224, + "FP": 485160, + "IoU": 0.6678593452796449, + "TN": 142293501, + "TP": 1231365, + "n_pred": 1716525, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.5998717284590148, + "FN": 127470, + "FP": 34738, + "IoU": 0.4284405512352052, + "TN": 143853451, + "TP": 121591, + "n_pred": 156329, + "n_ref": 249061 + }, + "8": { + "Dice": 0.6563206649994716, + "FN": 89365, + "FP": 56996, + "IoU": 0.48845036751213683, + "TN": 143851137, + "TP": 139752, + "n_pred": 196748, + "n_ref": 229117 + }, + "9": { + "Dice": 0.47829336332625444, + "FN": 62141, + "FP": 8364, + "IoU": 0.31431377888430717, + "TN": 144034426, + "TP": 32319, + "n_pred": 40683, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7429347912714985, + "FN": 27574, + "FP": 101446, + "IoU": 0.591007360726309, + "TN": 111463462, + "TP": 186438, + "n_pred": 287884, + "n_ref": 214012 + }, + "10": { + "Dice": 0.40653311858264546, + "FN": 29848, + "FP": 17316, + "IoU": 0.2551249249818377, + "TN": 111715602, + "TP": 16154, + "n_pred": 33470, + "n_ref": 46002 + }, + "11": { + "Dice": 0.5862068965517241, + "FN": 2197, + "FP": 59, + "IoU": 0.4146341463414634, + "TN": 111775066, + "TP": 1598, + "n_pred": 1657, + "n_ref": 3795 + }, + "12": { + "Dice": 0.4791700437672232, + "FN": 3182, + "FP": 31, + "IoU": 0.3150714133447026, + "TN": 111774229, + "TP": 1478, + "n_pred": 1509, + "n_ref": 4660 + }, + "13": { + "Dice": 0.4990552668871044, + "FN": 31813, + "FP": 10607, + "IoU": 0.33249409913453976, + "TN": 111715370, + "TP": 21130, + "n_pred": 31737, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7061633451625744, + "FN": 8600, + "FP": 60786, + "IoU": 0.5457901834225789, + "TN": 111626158, + "TP": 83376, + "n_pred": 144162, + "n_ref": 91976 + }, + "15": { + "Dice": 0.18459089195190415, + "FN": 8529, + "FP": 10934, + "IoU": 0.10168005169389828, + "TN": 111757254, + "TP": 2203, + "n_pred": 13137, + "n_ref": 10732 + }, + "2": { + "Dice": 0.01302817342503163, + "FN": 204749, + "FP": 31612, + "IoU": 0.006556798264970305, + "TN": 111540999, + "TP": 1560, + "n_pred": 33172, + "n_ref": 206309 + }, + "3": { + "Dice": 0.07157570811778535, + "FN": 53484, + "FP": 204773, + "IoU": 0.037116161842124885, + "TN": 111510708, + "TP": 9955, + "n_pred": 214728, + "n_ref": 63439 + }, + "4": { + "Dice": 0.819189397297991, + "FN": 1125, + "FP": 6624, + "IoU": 0.6937517290439869, + "TN": 111753617, + "TP": 17554, + "n_pred": 24178, + "n_ref": 18679 + }, + "5": { + "Dice": 0.09490000351481495, + "FN": 25066, + "FP": 685, + "IoU": 0.04981366001254566, + "TN": 111751819, + "TP": 1350, + "n_pred": 2035, + "n_ref": 26416 + }, + "6": { + "Dice": 0.8393903318951197, + "FN": 286064, + "FP": 76985, + "IoU": 0.7232322416077502, + "TN": 110467174, + "TP": 948697, + "n_pred": 1025682, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.39748934434651034, + "FN": 174557, + "FP": 18964, + "IoU": 0.2480416232767062, + "TN": 111521564, + "TP": 63835, + "n_pred": 82799, + "n_ref": 238392 + }, + "8": { + "Dice": 0.6040924656843566, + "FN": 127480, + "FP": 68826, + "IoU": 0.43275965694999885, + "TN": 111432848, + "TP": 149766, + "n_pred": 218592, + "n_ref": 277246 + }, + "9": { + "Dice": 0.5474404159542171, + "FN": 48963, + "FP": 2913, + "IoU": 0.3768798347186854, + "TN": 111695668, + "TP": 31376, + "n_pred": 34289, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.587067239388174, + "FN": 59414, + "FP": 89689, + "IoU": 0.4154955251614117, + "TN": 198832782, + "TP": 105990, + "n_pred": 195679, + "n_ref": 165404 + }, + "10": { + "Dice": 0.6160661058488441, + "FN": 25924, + "FP": 20446, + "IoU": 0.4451557321144389, + "TN": 199004302, + "TP": 37203, + "n_pred": 57649, + "n_ref": 63127 + }, + "11": { + "Dice": 0.715956340956341, + "FN": 1680, + "FP": 506, + "IoU": 0.5575794373608581, + "TN": 199082934, + "TP": 2755, + "n_pred": 3261, + "n_ref": 4435 + }, + "12": { + "Dice": 0.2350775703392059, + "FN": 2888, + "FP": 21, + "IoU": 0.1331942789034565, + "TN": 199084519, + "TP": 447, + "n_pred": 468, + "n_ref": 3335 + }, + "13": { + "Dice": 0.005395642332929422, + "FN": 35476, + "FP": 8027, + "IoU": 0.0027051190940143507, + "TN": 199044254, + "TP": 118, + "n_pred": 8145, + "n_ref": 35594 + }, + "14": { + "Dice": 0.4738562967330421, + "FN": 29267, + "FP": 9997, + "IoU": 0.31049258056018963, + "TN": 199030930, + "TP": 17681, + "n_pred": 27678, + "n_ref": 46948 + }, + "15": { + "Dice": 0.25684846375658743, + "FN": 117901, + "FP": 1681, + "IoU": 0.1473471803318431, + "TN": 198947628, + "TP": 20665, + "n_pred": 22346, + "n_ref": 138566 + }, + "2": { + "Dice": 0.014274924471299093, + "FN": 128633, + "FP": 1877, + "IoU": 0.00718877182305732, + "TN": 198956420, + "TP": 945, + "n_pred": 2822, + "n_ref": 129578 + }, + "3": { + "Dice": 0.6024203845576085, + "FN": 10501, + "FP": 158887, + "IoU": 0.4310454859968158, + "TN": 198790157, + "TP": 128330, + "n_pred": 287217, + "n_ref": 138831 + }, + "4": { + "Dice": 0.3396941489361702, + "FN": 12011, + "FP": 7851, + "IoU": 0.20459733290617116, + "TN": 199062904, + "TP": 5109, + "n_pred": 12960, + "n_ref": 17120 + }, + "5": { + "Dice": 0.2834453268173488, + "FN": 16588, + "FP": 1007, + "IoU": 0.16512455516014235, + "TN": 199066800, + "TP": 3480, + "n_pred": 4487, + "n_ref": 20068 + }, + "6": { + "Dice": 0.817806405121102, + "FN": 106397, + "FP": 360829, + "IoU": 0.6917702892857214, + "TN": 197572038, + "TP": 1048611, + "n_pred": 1409440, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.5909822215395063, + "FN": 83078, + "FP": 18104, + "IoU": 0.4194285058526509, + "TN": 198913595, + "TP": 73098, + "n_pred": 91202, + "n_ref": 156176 + }, + "8": { + "Dice": 0.6955589435892392, + "FN": 47641, + "FP": 14261, + "IoU": 0.5332237437413283, + "TN": 198955259, + "TP": 70714, + "n_pred": 84975, + "n_ref": 118355 + }, + "9": { + "Dice": 0.6037515839822951, + "FN": 52657, + "FP": 13948, + "IoU": 0.4324098613513767, + "TN": 198970528, + "TP": 50742, + "n_pred": 64690, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7272612173949742, + "FN": 46515, + "FP": 56886, + "IoU": 0.5714143603814955, + "TN": 130833931, + "TP": 137860, + "n_pred": 194746, + "n_ref": 184375 + }, + "10": { + "Dice": 0.5317719351264228, + "FN": 29932, + "FP": 63030, + "IoU": 0.3621861942628181, + "TN": 130929441, + "TP": 52789, + "n_pred": 115819, + "n_ref": 82721 + }, + "11": { + "Dice": 0.5485103132161956, + "FN": 2276, + "FP": 679, + "IoU": 0.3778947368421053, + "TN": 131070442, + "TP": 1795, + "n_pred": 2474, + "n_ref": 4071 + }, + "12": { + "Dice": 0.6796892341842398, + "FN": 1573, + "FP": 1313, + "IoU": 0.5147948890383323, + "TN": 131069244, + "TP": 3062, + "n_pred": 4375, + "n_ref": 4635 + }, + "13": { + "Dice": 0.22206785165374296, + "FN": 77371, + "FP": 12218, + "IoU": 0.12490232085645073, + "TN": 130972816, + "TP": 12787, + "n_pred": 25005, + "n_ref": 90158 + }, + "14": { + "Dice": 0.6018457418830393, + "FN": 25147, + "FP": 16486, + "IoU": 0.430457324997606, + "TN": 131002093, + "TP": 31466, + "n_pred": 47952, + "n_ref": 56613 + }, + "15": { + "Dice": 0.45446231232375583, + "FN": 9690, + "FP": 33258, + "IoU": 0.2940480299817545, + "TN": 131014355, + "TP": 17889, + "n_pred": 51147, + "n_ref": 27579 + }, + "2": { + "Dice": 0.48454992417437, + "FN": 85010, + "FP": 75079, + "IoU": 0.3197399451845242, + "TN": 130839857, + "TP": 75246, + "n_pred": 150325, + "n_ref": 160256 + }, + "3": { + "Dice": 0.5654725560880681, + "FN": 88659, + "FP": 67196, + "IoU": 0.39418733917423987, + "TN": 130817926, + "TP": 101411, + "n_pred": 168607, + "n_ref": 190070 + }, + "4": { + "Dice": 0.634267415837341, + "FN": 19799, + "FP": 41647, + "IoU": 0.46441552555196247, + "TN": 130960465, + "TP": 53281, + "n_pred": 94928, + "n_ref": 73080 + }, + "5": { + "Dice": 0.42139067299636973, + "FN": 10172, + "FP": 2260, + "IoU": 0.2669379090748275, + "TN": 131058233, + "TP": 4527, + "n_pred": 6787, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7243031330327911, + "FN": 87119, + "FP": 964082, + "IoU": 0.5677705666509323, + "TN": 128643148, + "TP": 1380843, + "n_pred": 2344925, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.24515436315283493, + "FN": 634240, + "FP": 245947, + "IoU": 0.13970138341813945, + "TN": 130052074, + "TP": 142931, + "n_pred": 388878, + "n_ref": 777171 + }, + "8": { + "Dice": 0.7239566671513742, + "FN": 28614, + "FP": 47320, + "IoU": 0.5673448922265208, + "TN": 130899685, + "TP": 99573, + "n_pred": 146893, + "n_ref": 128187 + }, + "9": { + "Dice": 0.4735063378017949, + "FN": 38292, + "FP": 22309, + "IoU": 0.31019214132859807, + "TN": 130987340, + "TP": 27251, + "n_pred": 49560, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7205018527056333, + "FN": 46759, + "FP": 84187, + "IoU": 0.5631128534489949, + "TN": 101317475, + "TP": 168779, + "n_pred": 252966, + "n_ref": 215538 + }, + "10": { + "Dice": 0.29081943744863603, + "FN": 34853, + "FP": 18649, + "IoU": 0.1701513835463457, + "TN": 101552728, + "TP": 10970, + "n_pred": 29619, + "n_ref": 45823 + }, + "11": { + "Dice": 0.7342727730246603, + "FN": 2041, + "FP": 71, + "IoU": 0.5801192842942345, + "TN": 101612170, + "TP": 2918, + "n_pred": 2989, + "n_ref": 4959 + }, + "12": { + "Dice": 0.6759181720301471, + "FN": 2665, + "FP": 44, + "IoU": 0.5104806649801229, + "TN": 101611666, + "TP": 2825, + "n_pred": 2869, + "n_ref": 5490 + }, + "13": { + "Dice": 0.5701728303289352, + "FN": 29403, + "FP": 16855, + "IoU": 0.3987704545159152, + "TN": 101540261, + "TP": 30681, + "n_pred": 47536, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8568728394140616, + "FN": 10089, + "FP": 7176, + "IoU": 0.7495866330171439, + "TN": 101548254, + "TP": 51681, + "n_pred": 58857, + "n_ref": 61770 + }, + "15": { + "Dice": 0.6143462667101403, + "FN": 14424, + "FP": 9232, + "IoU": 0.4433620405666149, + "TN": 101574702, + "TP": 18842, + "n_pred": 28074, + "n_ref": 33266 + }, + "2": { + "Dice": 0.10599610860354176, + "FN": 161611, + "FP": 19423, + "IoU": 0.05596403950648186, + "TN": 101425434, + "TP": 10732, + "n_pred": 30155, + "n_ref": 172343 + }, + "3": { + "Dice": 0.5608126371354978, + "FN": 31887, + "FP": 189091, + "IoU": 0.38967312499136897, + "TN": 101255135, + "TP": 141087, + "n_pred": 330178, + "n_ref": 172974 + }, + "4": { + "Dice": 0.42995276383397746, + "FN": 1695, + "FP": 36802, + "IoU": 0.27384702442704895, + "TN": 101564185, + "TP": 14518, + "n_pred": 51320, + "n_ref": 16213 + }, + "5": { + "Dice": 0.4834416589291241, + "FN": 19437, + "FP": 3929, + "IoU": 0.3187755102040816, + "TN": 101582900, + "TP": 10934, + "n_pred": 14863, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8162714411997524, + "FN": 208620, + "FP": 387886, + "IoU": 0.6895765377385787, + "TN": 99695612, + "TP": 1325082, + "n_pred": 1712968, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8381943076296676, + "FN": 108744, + "FP": 14450, + "IoU": 0.7214582551403855, + "TN": 101174918, + "TP": 319088, + "n_pred": 333538, + "n_ref": 427832 + }, + "8": { + "Dice": 0.5199097864716811, + "FN": 133856, + "FP": 47295, + "IoU": 0.3512689846332353, + "TN": 101337961, + "TP": 98088, + "n_pred": 145383, + "n_ref": 231944 + }, + "9": { + "Dice": 0.4951898160145115, + "FN": 50423, + "FP": 11915, + "IoU": 0.3290712817366784, + "TN": 101524287, + "TP": 30575, + "n_pred": 42490, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7834911869025756, + "FN": 59502, + "FP": 24553, + "IoU": 0.6440489197177969, + "TN": 118946070, + "TP": 152087, + "n_pred": 176640, + "n_ref": 211589 + }, + "10": { + "Dice": 0.6119895091794679, + "FN": 23579, + "FP": 48913, + "IoU": 0.4409112994655293, + "TN": 119052551, + "TP": 57169, + "n_pred": 106082, + "n_ref": 80748 + }, + "11": { + "Dice": 0.5754967923642622, + "FN": 2199, + "FP": 514, + "IoU": 0.4039982425307557, + "TN": 119177660, + "TP": 1839, + "n_pred": 2353, + "n_ref": 4038 + }, + "12": { + "Dice": 0.026218046755516713, + "FN": 4075, + "FP": 382, + "IoU": 0.013283152534868276, + "TN": 119177695, + "TP": 60, + "n_pred": 442, + "n_ref": 4135 + }, + "13": { + "Dice": 0.40442683426697634, + "FN": 21235, + "FP": 13637, + "IoU": 0.25346805959924645, + "TN": 119135500, + "TP": 11840, + "n_pred": 25477, + "n_ref": 33075 + }, + "14": { + "Dice": 0.05412188878818362, + "FN": 63150, + "FP": 31819, + "IoU": 0.027813606862805314, + "TN": 119084526, + "TP": 2717, + "n_pred": 34536, + "n_ref": 65867 + }, + "15": { + "Dice": 0.013576222435282838, + "FN": 20543, + "FP": 5178, + "IoU": 0.006834504594949417, + "TN": 119156314, + "TP": 177, + "n_pred": 5355, + "n_ref": 20720 + }, + "2": { + "Dice": 0.6357553999993685, + "FN": 92810, + "FP": 22551, + "IoU": 0.4660127663316932, + "TN": 118966175, + "TP": 100676, + "n_pred": 123227, + "n_ref": 193486 + }, + "3": { + "Dice": 0.7876641725600406, + "FN": 43411, + "FP": 39397, + "IoU": 0.6497079066147201, + "TN": 118945815, + "TP": 153589, + "n_pred": 192986, + "n_ref": 197000 + }, + "4": { + "Dice": 0.4261005765321425, + "FN": 24158, + "FP": 27505, + "IoU": 0.27072922842381636, + "TN": 119111370, + "TP": 19179, + "n_pred": 46684, + "n_ref": 43337 + }, + "5": { + "Dice": 0.4437456324248777, + "FN": 12642, + "FP": 94, + "IoU": 0.285136955545577, + "TN": 119164396, + "TP": 5080, + "n_pred": 5174, + "n_ref": 17722 + }, + "6": { + "Dice": 0.8792578897001536, + "FN": 82785, + "FP": 372062, + "IoU": 0.7845318576143395, + "TN": 117071241, + "TP": 1656124, + "n_pred": 2028186, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.3524984656459682, + "FN": 212336, + "FP": 101001, + "IoU": 0.21395941569437094, + "TN": 118783585, + "TP": 85290, + "n_pred": 186291, + "n_ref": 297626 + }, + "8": { + "Dice": 0.7640932523532236, + "FN": 8944, + "FP": 36268, + "IoU": 0.6182450689002972, + "TN": 119063780, + "TP": 73220, + "n_pred": 109488, + "n_ref": 82164 + }, + "9": { + "Dice": 0.5800476724621425, + "FN": 44152, + "FP": 15750, + "IoU": 0.4084979905402336, + "TN": 119080941, + "TP": 41369, + "n_pred": 57119, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 109903, + "IoU": 0.0, + "TN": 61222577, + "TP": 0, + "n_pred": 109903, + "n_ref": 0 + }, + "10": { + "Dice": 0.5007306244028551, + "FN": 16609, + "FP": 18925, + "IoU": 0.3339830937341855, + "TN": 61279127, + "TP": 17819, + "n_pred": 36744, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7979666319082378, + "FN": 803, + "FP": 747, + "IoU": 0.6638473216222077, + "TN": 61327869, + "TP": 3061, + "n_pred": 3808, + "n_ref": 3864 + }, + "12": { + "Dice": 0.1372511848341232, + "FN": 4488, + "FP": 63, + "IoU": 0.0736820679829025, + "TN": 61327567, + "TP": 362, + "n_pred": 425, + "n_ref": 4850 + }, + "13": { + "Dice": 0.21843040010723141, + "FN": 44548, + "FP": 13761, + "IoU": 0.12260559459500128, + "TN": 61266023, + "TP": 8148, + "n_pred": 21909, + "n_ref": 52696 + }, + "14": { + "Dice": 0.4326046282335508, + "FN": 195547, + "FP": 1266, + "IoU": 0.27600223659331524, + "TN": 61060638, + "TP": 75029, + "n_pred": 76295, + "n_ref": 270576 + }, + "15": { + "Dice": 0.21719638558420262, + "FN": 85777, + "FP": 3973, + "IoU": 0.12182855353665815, + "TN": 61230279, + "TP": 12451, + "n_pred": 16424, + "n_ref": 98228 + }, + "2": { + "Dice": 0.3885225079441132, + "FN": 117965, + "FP": 17314, + "IoU": 0.24109707387128623, + "TN": 61154224, + "TP": 42977, + "n_pred": 60291, + "n_ref": 160942 + }, + "3": { + "Dice": 0.6136383584536687, + "FN": 41254, + "FP": 68793, + "IoU": 0.4426250265906259, + "TN": 61135042, + "TP": 87391, + "n_pred": 156184, + "n_ref": 128645 + }, + "4": { + "Dice": 0.6402879803330505, + "FN": 20311, + "FP": 4271, + "IoU": 0.47089969866551873, + "TN": 61286020, + "TP": 21878, + "n_pred": 26149, + "n_ref": 42189 + }, + "5": { + "Dice": 0.43425243425243426, + "FN": 6186, + "FP": 31, + "IoU": 0.2773451121701732, + "TN": 61323877, + "TP": 2386, + "n_pred": 2417, + "n_ref": 8572 + }, + "6": { + "Dice": 0.855545753190192, + "FN": 72426, + "FP": 310400, + "IoU": 0.747557847397609, + "TN": 59815990, + "TP": 1133664, + "n_pred": 1444064, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.17771333333333333, + "FN": 177570, + "FP": 69116, + "IoU": 0.09752216080163019, + "TN": 61059137, + "TP": 26657, + "n_pred": 95773, + "n_ref": 204227 + }, + "8": { + "Dice": 0.8804637773023797, + "FN": 15539, + "FP": 2565, + "IoU": 0.7864540328858902, + "TN": 61247702, + "TP": 66674, + "n_pred": 69239, + "n_ref": 82213 + }, + "9": { + "Dice": 0.7811234655183495, + "FN": 14760, + "FP": 12484, + "IoU": 0.6408552822378655, + "TN": 61256622, + "TP": 48614, + "n_pred": 61098, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6548794405162716, + "FN": 15907, + "FP": 154049, + "IoU": 0.4868555728325357, + "TN": 148776295, + "TP": 161249, + "n_pred": 315298, + "n_ref": 177156 + }, + "10": { + "Dice": 0.5675648434350222, + "FN": 39016, + "FP": 12468, + "IoU": 0.3962237598217427, + "TN": 149022230, + "TP": 33786, + "n_pred": 46254, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8178019222732971, + "FN": 647, + "FP": 225, + "IoU": 0.6917638741604807, + "TN": 149104671, + "TP": 1957, + "n_pred": 2182, + "n_ref": 2604 + }, + "12": { + "Dice": 0.060129509713228495, + "FN": 2032, + "FP": 0, + "IoU": 0.030996661897949453, + "TN": 149105403, + "TP": 65, + "n_pred": 65, + "n_ref": 2097 + }, + "13": { + "Dice": 0.026730809454089104, + "FN": 83089, + "FP": 9975, + "IoU": 0.013546458629242543, + "TN": 149013158, + "TP": 1278, + "n_pred": 11253, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8441646732972429, + "FN": 9251, + "FP": 21694, + "IoU": 0.7303502962704775, + "TN": 148992740, + "TP": 83815, + "n_pred": 105509, + "n_ref": 93066 + }, + "15": { + "Dice": 0.4686576504537079, + "FN": 24563, + "FP": 6003, + "IoU": 0.30604368160559414, + "TN": 149063454, + "TP": 13480, + "n_pred": 19483, + "n_ref": 38043 + }, + "2": { + "Dice": 0.0, + "FN": 157004, + "FP": 15108, + "IoU": 0.0, + "TN": 148935388, + "TP": 0, + "n_pred": 15108, + "n_ref": 157004 + }, + "3": { + "Dice": 0.1937037208523733, + "FN": 32893, + "FP": 193490, + "IoU": 0.1072380666940089, + "TN": 148853924, + "TP": 27193, + "n_pred": 220683, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9108711247261376, + "FN": 2343, + "FP": 2254, + "IoU": 0.8363299747214014, + "TN": 149079413, + "TP": 23490, + "n_pred": 25744, + "n_ref": 25833 + }, + "5": { + "Dice": 0.00023724088846712731, + "FN": 33712, + "FP": 1, + "IoU": 0.00011863451671263754, + "TN": 149073783, + "TP": 4, + "n_pred": 5, + "n_ref": 33716 + }, + "6": { + "Dice": 0.8138836858120287, + "FN": 298955, + "FP": 70176, + "IoU": 0.6861752730964018, + "TN": 147931267, + "TP": 807102, + "n_pred": 877278, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.2832381585177318, + "FN": 220995, + "FP": 53008, + "IoU": 0.16498395506809574, + "TN": 148779359, + "TP": 54138, + "n_pred": 107146, + "n_ref": 275133 + }, + "8": { + "Dice": 0.6276745056898902, + "FN": 119277, + "FP": 10974, + "IoU": 0.45738019754958525, + "TN": 148867459, + "TP": 109790, + "n_pred": 120764, + "n_ref": 229067 + }, + "9": { + "Dice": 0.6355180025881099, + "FN": 45743, + "FP": 2139, + "IoU": 0.46575770423760965, + "TN": 149017874, + "TP": 41744, + "n_pred": 43883, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3155893584215473, + "FN": 390352, + "FP": 150741, + "IoU": 0.18735891986873823, + "TN": 100046955, + "TP": 124752, + "n_pred": 275493, + "n_ref": 515104 + }, + "10": { + "Dice": 0.18119219722985852, + "FN": 28156, + "FP": 65071, + "IoU": 0.0996214096695061, + "TN": 100609258, + "TP": 10315, + "n_pred": 75386, + "n_ref": 38471 + }, + "11": { + "Dice": 0.2956492524777423, + "FN": 1721, + "FP": 6665, + "IoU": 0.17346737630593337, + "TN": 100702654, + "TP": 1760, + "n_pred": 8425, + "n_ref": 3481 + }, + "12": { + "Dice": 0.05450941526263627, + "FN": 5708, + "FP": 16, + "IoU": 0.028018339276617423, + "TN": 100706911, + "TP": 165, + "n_pred": 181, + "n_ref": 5873 + }, + "13": { + "Dice": 0.07840924055157364, + "FN": 37071, + "FP": 11918, + "IoU": 0.04080433888747479, + "TN": 100661727, + "TP": 2084, + "n_pred": 14002, + "n_ref": 39155 + }, + "14": { + "Dice": 0.10244612591886985, + "FN": 145345, + "FP": 4472, + "IoU": 0.05398852033567599, + "TN": 100554433, + "TP": 8550, + "n_pred": 13022, + "n_ref": 153895 + }, + "15": { + "Dice": 0.03809198359733055, + "FN": 93371, + "FP": 2335, + "IoU": 0.019415784674337352, + "TN": 100615199, + "TP": 1895, + "n_pred": 4230, + "n_ref": 95266 + }, + "2": { + "Dice": 0.16652203329999413, + "FN": 210513, + "FP": 16153, + "IoU": 0.09082303486837619, + "TN": 100463491, + "TP": 22643, + "n_pred": 38796, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6365327353049269, + "FN": 54211, + "FP": 139629, + "IoU": 0.4668485645288167, + "TN": 100349226, + "TP": 169734, + "n_pred": 309363, + "n_ref": 223945 + }, + "4": { + "Dice": 0.16241440871392737, + "FN": 50465, + "FP": 23663, + "IoU": 0.0883846768738855, + "TN": 100631485, + "TP": 7187, + "n_pred": 30850, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0, + "FN": 16473, + "FP": 283, + "IoU": 0.0, + "TN": 100696044, + "TP": 0, + "n_pred": 283, + "n_ref": 16473 + }, + "6": { + "Dice": 0.3822571869506064, + "FN": 1433836, + "FP": 648428, + "IoU": 0.2362904559780203, + "TN": 97986287, + "TP": 644249, + "n_pred": 1292677, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.3245613362078887, + "FN": 129995, + "FP": 46077, + "IoU": 0.193717229536348, + "TN": 100494425, + "TP": 42303, + "n_pred": 88380, + "n_ref": 172298 + }, + "8": { + "Dice": 0.784216993665577, + "FN": 19524, + "FP": 28065, + "IoU": 0.6450303957035767, + "TN": 100578735, + "TP": 86476, + "n_pred": 114541, + "n_ref": 106000 + }, + "9": { + "Dice": 0.6300446931396803, + "FN": 40603, + "FP": 31330, + "IoU": 0.4599016405751398, + "TN": 100579615, + "TP": 61252, + "n_pred": 92582, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5653632180733785, + "FN": 14370, + "FP": 83209, + "IoU": 0.39408108393410457, + "TN": 78789657, + "TP": 63464, + "n_pred": 146673, + "n_ref": 77834 + }, + "10": { + "Dice": 0.11743248291471642, + "FN": 36272, + "FP": 3891, + "IoU": 0.06237889576281078, + "TN": 78907865, + "TP": 2672, + "n_pred": 6563, + "n_ref": 38944 + }, + "11": { + "Dice": 0.33513513513513515, + "FN": 1027, + "FP": 326, + "IoU": 0.2012987012987013, + "TN": 78949006, + "TP": 341, + "n_pred": 667, + "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": 0.011229130070756653, + "FN": 59063, + "FP": 1166, + "IoU": 0.005646266365092206, + "TN": 78890129, + "TP": 342, + "n_pred": 1508, + "n_ref": 59405 + }, + "14": { + "Dice": 0.4572162815514951, + "FN": 16772, + "FP": 8151, + "IoU": 0.2963579898362507, + "TN": 78915280, + "TP": 10497, + "n_pred": 18648, + "n_ref": 27269 + }, + "15": { + "Dice": 0.4202400259487512, + "FN": 42924, + "FP": 1761, + "IoU": 0.266015111695138, + "TN": 78889820, + "TP": 16195, + "n_pred": 17956, + "n_ref": 59119 + }, + "2": { + "Dice": 0.0076071518901145935, + "FN": 99730, + "FP": 2286, + "IoU": 0.003818098372181589, + "TN": 78848293, + "TP": 391, + "n_pred": 2677, + "n_ref": 100121 + }, + "3": { + "Dice": 0.5706679173448838, + "FN": 22622, + "FP": 70750, + "IoU": 0.39925495570267716, + "TN": 78795273, + "TP": 62055, + "n_pred": 132805, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8264950236765248, + "FN": 2554, + "FP": 3565, + "IoU": 0.7042961387908955, + "TN": 78930007, + "TP": 14574, + "n_pred": 18139, + "n_ref": 17128 + }, + "5": { + "Dice": 0.05666750411746643, + "FN": 33783, + "FP": 10, + "IoU": 0.029159963226844405, + "TN": 78915892, + "TP": 1015, + "n_pred": 1025, + "n_ref": 34798 + }, + "6": { + "Dice": 0.7499018849306467, + "FN": 238949, + "FP": 73307, + "IoU": 0.5998744225680585, + "TN": 78170305, + "TP": 468139, + "n_pred": 541446, + "n_ref": 707088 + }, + "7": { + "Dice": 0.14526518019147283, + "FN": 662589, + "FP": 26117, + "IoU": 0.07832126654443745, + "TN": 78203470, + "TP": 58524, + "n_pred": 84641, + "n_ref": 721113 + }, + "8": { + "Dice": 0.5279238590422896, + "FN": 211297, + "FP": 2976, + "IoU": 0.35862537565402713, + "TN": 78616616, + "TP": 119811, + "n_pred": 122787, + "n_ref": 331108 + }, + "9": { + "Dice": 0.40726380239950916, + "FN": 41450, + "FP": 3953, + "IoU": 0.255700726217603, + "TN": 78889699, + "TP": 15598, + "n_pred": 19551, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6132971259644072, + "FN": 13145, + "FP": 157169, + "IoU": 0.44227003307463075, + "TN": 104699070, + "TP": 135056, + "n_pred": 292225, + "n_ref": 148201 + }, + "10": { + "Dice": 0.27362338545207343, + "FN": 65499, + "FP": 49899, + "IoU": 0.15849576688324474, + "TN": 104867307, + "TP": 21735, + "n_pred": 71634, + "n_ref": 87234 + }, + "11": { + "Dice": 0.6521806133456619, + "FN": 2215, + "FP": 42, + "IoU": 0.483878344386005, + "TN": 105000067, + "TP": 2116, + "n_pred": 2158, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6632975363234365, + "FN": 1683, + "FP": 1515, + "IoU": 0.4962192816635161, + "TN": 104998092, + "TP": 3150, + "n_pred": 4665, + "n_ref": 4833 + }, + "13": { + "Dice": 0.46815556060950647, + "FN": 52087, + "FP": 6376, + "IoU": 0.30561560206190463, + "TN": 104920246, + "TP": 25731, + "n_pred": 32107, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9197690236251076, + "FN": 3820, + "FP": 7740, + "IoU": 0.8514558865102413, + "TN": 104926618, + "TP": 66262, + "n_pred": 74002, + "n_ref": 70082 + }, + "15": { + "Dice": 0.3650869795743177, + "FN": 17130, + "FP": 8017, + "IoU": 0.22330666831392657, + "TN": 104972063, + "TP": 7230, + "n_pred": 15247, + "n_ref": 24360 + }, + "2": { + "Dice": 0.1947604274388142, + "FN": 150410, + "FP": 17782, + "IoU": 0.10788619438609891, + "TN": 104815908, + "TP": 20340, + "n_pred": 38122, + "n_ref": 170750 + }, + "3": { + "Dice": 0.5831604502833567, + "FN": 28877, + "FP": 149344, + "IoU": 0.41159244206585294, + "TN": 104701553, + "TP": 124666, + "n_pred": 274010, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 19107, + "IoU": 0.0, + "TN": 104985333, + "TP": 0, + "n_pred": 19107, + "n_ref": 0 + }, + "5": { + "Dice": 0.2861294775848289, + "FN": 24173, + "FP": 5302, + "IoU": 0.16694929625233168, + "TN": 104969058, + "TP": 5907, + "n_pred": 11209, + "n_ref": 30080 + }, + "6": { + "Dice": 0.7736147007036565, + "FN": 98576, + "FP": 567045, + "IoU": 0.6308088503242246, + "TN": 103201523, + "TP": 1137296, + "n_pred": 1704341, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.6328569553501803, + "FN": 66158, + "FP": 124050, + "IoU": 0.46290471053983995, + "TN": 104650298, + "TP": 163934, + "n_pred": 287984, + "n_ref": 230092 + }, + "8": { + "Dice": 0.5342625974290772, + "FN": 222062, + "FP": 29201, + "IoU": 0.3645008966080647, + "TN": 104609061, + "TP": 144116, + "n_pred": 173317, + "n_ref": 366178 + }, + "9": { + "Dice": 0.5044249079969625, + "FN": 59013, + "FP": 8857, + "IoU": 0.337278222065989, + "TN": 104902029, + "TP": 34541, + "n_pred": 43398, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5171009998176441, + "FN": 204027, + "FP": 195838, + "IoU": 0.34870952084670287, + "TN": 177062330, + "TP": 214093, + "n_pred": 409931, + "n_ref": 418120 + }, + "10": { + "Dice": 0.04536074808053392, + "FN": 69521, + "FP": 33181, + "IoU": 0.02320671092427384, + "TN": 177571146, + "TP": 2440, + "n_pred": 35621, + "n_ref": 71961 + }, + "11": { + "Dice": 0.6712049012933968, + "FN": 2278, + "FP": 137, + "IoU": 0.5051229508196722, + "TN": 177671408, + "TP": 2465, + "n_pred": 2602, + "n_ref": 4743 + }, + "12": { + "Dice": 0.5116922651169227, + "FN": 3349, + "FP": 180, + "IoU": 0.3438081071030123, + "TN": 177670910, + "TP": 1849, + "n_pred": 2029, + "n_ref": 5198 + }, + "13": { + "Dice": 0.43568939729438405, + "FN": 51012, + "FP": 16523, + "IoU": 0.27851847103818134, + "TN": 177582682, + "TP": 26071, + "n_pred": 42594, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8891800539288292, + "FN": 6006, + "FP": 11502, + "IoU": 0.8004718110020855, + "TN": 177588541, + "TP": 70239, + "n_pred": 81741, + "n_ref": 76245 + }, + "15": { + "Dice": 0.4191980114778667, + "FN": 11701, + "FP": 20077, + "IoU": 0.2651805947370855, + "TN": 177633042, + "TP": 11468, + "n_pred": 31545, + "n_ref": 23169 + }, + "2": { + "Dice": 0.12466569779941009, + "FN": 199869, + "FP": 3711, + "IoU": 0.06647651976136869, + "TN": 177458211, + "TP": 14497, + "n_pred": 18208, + "n_ref": 214366 + }, + "3": { + "Dice": 0.6656814931862627, + "FN": 11993, + "FP": 183925, + "IoU": 0.4988924981456378, + "TN": 177285318, + "TP": 195052, + "n_pred": 378977, + "n_ref": 207045 + }, + "4": { + "Dice": 0.592867811338921, + "FN": 10418, + "FP": 22565, + "IoU": 0.4213305730025615, + "TN": 177619290, + "TP": 24015, + "n_pred": 46580, + "n_ref": 34433 + }, + "5": { + "Dice": 0.5694404766763254, + "FN": 17228, + "FP": 3872, + "IoU": 0.3980543748038684, + "TN": 177641235, + "TP": 13953, + "n_pred": 17825, + "n_ref": 31181 + }, + "6": { + "Dice": 0.7991492618895181, + "FN": 235325, + "FP": 553971, + "IoU": 0.665485923043996, + "TN": 175316758, + "TP": 1570234, + "n_pred": 2124205, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.7010639939192259, + "FN": 120540, + "FP": 90655, + "IoU": 0.5397217342789021, + "TN": 177217446, + "TP": 247647, + "n_pred": 338302, + "n_ref": 368187 + }, + "8": { + "Dice": 0.6042249665409417, + "FN": 80258, + "FP": 75880, + "IoU": 0.4328956687551076, + "TN": 177400963, + "TP": 119187, + "n_pred": 195067, + "n_ref": 199445 + }, + "9": { + "Dice": 0.43656350265168636, + "FN": 95629, + "FP": 6575, + "IoU": 0.27923328091171307, + "TN": 177534489, + "TP": 39595, + "n_pred": 46170, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6706106203881929, + "FN": 35334, + "FP": 113717, + "IoU": 0.5044501112112215, + "TN": 193704756, + "TP": 151728, + "n_pred": 265445, + "n_ref": 187062 + }, + "10": { + "Dice": 0.7111512561425268, + "FN": 34296, + "FP": 8555, + "IoU": 0.5517724709992573, + "TN": 193909934, + "TP": 52750, + "n_pred": 61305, + "n_ref": 87046 + }, + "11": { + "Dice": 0.378159757330637, + "FN": 2364, + "FP": 96, + "IoU": 0.23316708229426433, + "TN": 194002327, + "TP": 748, + "n_pred": 844, + "n_ref": 3112 + }, + "12": { + "Dice": 0.35107493216447505, + "FN": 3109, + "FP": 0, + "IoU": 0.2129113924050633, + "TN": 194001585, + "TP": 841, + "n_pred": 841, + "n_ref": 3950 + }, + "13": { + "Dice": 0.44995450885247273, + "FN": 45364, + "FP": 7233, + "IoU": 0.2902847119147214, + "TN": 193931425, + "TP": 21513, + "n_pred": 28746, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8436784955314256, + "FN": 3449, + "FP": 23400, + "IoU": 0.7296227669130531, + "TN": 193906233, + "TP": 72453, + "n_pred": 95853, + "n_ref": 75902 + }, + "15": { + "Dice": 0.5890661783939315, + "FN": 11958, + "FP": 610, + "IoU": 0.4175009269558769, + "TN": 193983959, + "TP": 9008, + "n_pred": 9618, + "n_ref": 20966 + }, + "2": { + "Dice": 0.024068460141471102, + "FN": 137196, + "FP": 911, + "IoU": 0.012180816822830984, + "TN": 193865725, + "TP": 1703, + "n_pred": 2614, + "n_ref": 138899 + }, + "3": { + "Dice": 0.5239710113845549, + "FN": 17284, + "FP": 195798, + "IoU": 0.35498693821457655, + "TN": 193675182, + "TP": 117271, + "n_pred": 313069, + "n_ref": 134555 + }, + "4": { + "Dice": 0.706940933651817, + "FN": 5787, + "FP": 6850, + "IoU": 0.546719753219269, + "TN": 193977656, + "TP": 15242, + "n_pred": 22092, + "n_ref": 21029 + }, + "5": { + "Dice": 0.22161619961130963, + "FN": 23735, + "FP": 1097, + "IoU": 0.12461663200197412, + "TN": 193977168, + "TP": 3535, + "n_pred": 4632, + "n_ref": 27270 + }, + "6": { + "Dice": 0.7799033691122583, + "FN": 206512, + "FP": 458760, + "IoU": 0.6392144272579467, + "TN": 192161581, + "TP": 1178682, + "n_pred": 1637442, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.5852426787550126, + "FN": 175956, + "FP": 31005, + "IoU": 0.41367001249373186, + "TN": 193652558, + "TP": 146016, + "n_pred": 177021, + "n_ref": 321972 + }, + "8": { + "Dice": 0.6993436484095304, + "FN": 105444, + "FP": 11456, + "IoU": 0.5376851829880802, + "TN": 193752677, + "TP": 135958, + "n_pred": 147414, + "n_ref": 241402 + }, + "9": { + "Dice": 0.5459029674718058, + "FN": 60346, + "FP": 2991, + "IoU": 0.37542402966235405, + "TN": 193904127, + "TP": 38071, + "n_pred": 41062, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8703178330438123, + "FN": 14752, + "FP": 14960, + "IoU": 0.7704094642732956, + "TN": 99526387, + "TP": 99701, + "n_pred": 114661, + "n_ref": 114453 + }, + "10": { + "Dice": 0.568430725376941, + "FN": 41374, + "FP": 4652, + "IoU": 0.3970682630965325, + "TN": 99579463, + "TP": 30311, + "n_pred": 34963, + "n_ref": 71685 + }, + "11": { + "Dice": 0.45170876671619614, + "FN": 2578, + "FP": 5, + "IoU": 0.29174664107485604, + "TN": 99652153, + "TP": 1064, + "n_pred": 1069, + "n_ref": 3642 + }, + "12": { + "Dice": 0.5979178943233157, + "FN": 2046, + "FP": 1, + "IoU": 0.4264499859904735, + "TN": 99652231, + "TP": 1522, + "n_pred": 1523, + "n_ref": 3568 + }, + "13": { + "Dice": 0.26642326639825953, + "FN": 34777, + "FP": 23893, + "IoU": 0.15368414978939474, + "TN": 99586476, + "TP": 10654, + "n_pred": 34547, + "n_ref": 45431 + }, + "14": { + "Dice": 0.5918012470097704, + "FN": 23340, + "FP": 19149, + "IoU": 0.42025406268334947, + "TN": 99582511, + "TP": 30800, + "n_pred": 49949, + "n_ref": 54140 + }, + "15": { + "Dice": 0.13778520849724626, + "FN": 33744, + "FP": 18858, + "IoU": 0.07398996567203592, + "TN": 99598995, + "TP": 4203, + "n_pred": 23061, + "n_ref": 37947 + }, + "2": { + "Dice": 0.38991369637928924, + "FN": 78089, + "FP": 36642, + "IoU": 0.24216943868317106, + "TN": 99504406, + "TP": 36663, + "n_pred": 73305, + "n_ref": 114752 + }, + "3": { + "Dice": 0.580286606650744, + "FN": 54322, + "FP": 46196, + "IoU": 0.4087350372047881, + "TN": 99485795, + "TP": 69487, + "n_pred": 115683, + "n_ref": 123809 + }, + "4": { + "Dice": 0.657267610079436, + "FN": 6412, + "FP": 6618, + "IoU": 0.4895000783576242, + "TN": 99630276, + "TP": 12494, + "n_pred": 19112, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8618556701030928, + "FN": 1323, + "FP": 486, + "IoU": 0.7572463768115942, + "TN": 99648348, + "TP": 5643, + "n_pred": 6129, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9446601748558652, + "FN": 72309, + "FP": 77871, + "IoU": 0.8951241603403401, + "TN": 98223821, + "TP": 1281799, + "n_pred": 1359670, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.7611124022911745, + "FN": 37617, + "FP": 43584, + "IoU": 0.6143514582749564, + "TN": 99445243, + "TP": 129356, + "n_pred": 172940, + "n_ref": 166973 + }, + "8": { + "Dice": 0.7584096373837224, + "FN": 22857, + "FP": 26878, + "IoU": 0.6108372456964006, + "TN": 99528000, + "TP": 78065, + "n_pred": 104943, + "n_ref": 100922 + }, + "9": { + "Dice": 0.5696576323714294, + "FN": 56566, + "FP": 2310, + "IoU": 0.3982666285106905, + "TN": 99557956, + "TP": 38968, + "n_pred": 41278, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5808259110093315, + "FN": 206222, + "FP": 141192, + "IoU": 0.4092703745897876, + "TN": 62495410, + "TP": 240696, + "n_pred": 381888, + "n_ref": 446918 + }, + "10": { + "Dice": 0.6232803500434478, + "FN": 30319, + "FP": 18670, + "IoU": 0.4527285929732447, + "TN": 62994005, + "TP": 40526, + "n_pred": 59196, + "n_ref": 70845 + }, + "11": { + "Dice": 0.5760890424102859, + "FN": 2044, + "FP": 165, + "IoU": 0.4045822102425876, + "TN": 63079810, + "TP": 1501, + "n_pred": 1666, + "n_ref": 3545 + }, + "12": { + "Dice": 0.3761871670141302, + "FN": 2690, + "FP": 3, + "IoU": 0.23166904422253923, + "TN": 63080015, + "TP": 812, + "n_pred": 815, + "n_ref": 3502 + }, + "13": { + "Dice": 0.18907664118746645, + "FN": 40547, + "FP": 3268, + "IoU": 0.10440896919649245, + "TN": 63034597, + "TP": 5108, + "n_pred": 8376, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1341, + "IoU": 0.0, + "TN": 63082179, + "TP": 0, + "n_pred": 1341, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2689, + "IoU": 0.0, + "TN": 63080831, + "TP": 0, + "n_pred": 2689, + "n_ref": 0 + }, + "2": { + "Dice": 0.3299433879114546, + "FN": 94773, + "FP": 23823, + "IoU": 0.1975641936466051, + "TN": 62935725, + "TP": 29199, + "n_pred": 53022, + "n_ref": 123972 + }, + "3": { + "Dice": 0.5954497775094809, + "FN": 27964, + "FP": 107407, + "IoU": 0.4239433862704046, + "TN": 62848524, + "TP": 99625, + "n_pred": 207032, + "n_ref": 127589 + }, + "4": { + "Dice": 0.17780567896465135, + "FN": 16188, + "FP": 838, + "IoU": 0.09757778131128425, + "TN": 63064653, + "TP": 1841, + "n_pred": 2679, + "n_ref": 18029 + }, + "5": { + "Dice": 0.07990288047676856, + "FN": 16230, + "FP": 444, + "IoU": 0.04161397861823198, + "TN": 63066122, + "TP": 724, + "n_pred": 1168, + "n_ref": 16954 + }, + "6": { + "Dice": 0.771308009136525, + "FN": 288843, + "FP": 209765, + "IoU": 0.627747242491978, + "TN": 61744086, + "TP": 840826, + "n_pred": 1050591, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.5023450880014328, + "FN": 89341, + "FP": 44034, + "IoU": 0.33542112003029534, + "TN": 62882829, + "TP": 67316, + "n_pred": 111350, + "n_ref": 156657 + }, + "8": { + "Dice": 0.7511029045918424, + "FN": 44026, + "FP": 996, + "IoU": 0.6014129645696478, + "TN": 62970566, + "TP": 67932, + "n_pred": 68928, + "n_ref": 111958 + }, + "9": { + "Dice": 0.7680438167259787, + "FN": 15264, + "FP": 1422, + "IoU": 0.6234343616709169, + "TN": 63039209, + "TP": 27625, + "n_pred": 29047, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5788230577654399, + "FN": 159446, + "FP": 63277, + "IoU": 0.4072843011759947, + "TN": 109233051, + "TP": 153044, + "n_pred": 216321, + "n_ref": 312490 + }, + "10": { + "Dice": 0.5060560578030647, + "FN": 44434, + "FP": 40472, + "IoU": 0.33873831775700936, + "TN": 109480418, + "TP": 43494, + "n_pred": 83966, + "n_ref": 87928 + }, + "11": { + "Dice": 0.704351255422637, + "FN": 1787, + "FP": 462, + "IoU": 0.5436282467532467, + "TN": 109603890, + "TP": 2679, + "n_pred": 3141, + "n_ref": 4466 + }, + "12": { + "Dice": 0.45125875449555175, + "FN": 2889, + "FP": 10, + "IoU": 0.29137130285993645, + "TN": 109604727, + "TP": 1192, + "n_pred": 1202, + "n_ref": 4081 + }, + "13": { + "Dice": 0.15175396019944404, + "FN": 72181, + "FP": 23938, + "IoU": 0.08210701223297077, + "TN": 109504101, + "TP": 8598, + "n_pred": 32536, + "n_ref": 80779 + }, + "14": { + "Dice": 0.3081182597920579, + "FN": 65088, + "FP": 77852, + "IoU": 0.18211571912478258, + "TN": 109434050, + "TP": 31828, + "n_pred": 109680, + "n_ref": 96916 + }, + "15": { + "Dice": 0.6474394629453197, + "FN": 44759, + "FP": 19260, + "IoU": 0.4786768837387318, + "TN": 109486017, + "TP": 58782, + "n_pred": 78042, + "n_ref": 103541 + }, + "2": { + "Dice": 0.5686956470348361, + "FN": 117834, + "FP": 28125, + "IoU": 0.39732684795983253, + "TN": 109366632, + "TP": 96227, + "n_pred": 124352, + "n_ref": 214061 + }, + "3": { + "Dice": 0.7214281143515334, + "FN": 65304, + "FP": 74002, + "IoU": 0.5642452508531729, + "TN": 109289129, + "TP": 180383, + "n_pred": 254385, + "n_ref": 245687 + }, + "4": { + "Dice": 0.360026446016068, + "FN": 32320, + "FP": 31566, + "IoU": 0.2195318608287725, + "TN": 109526962, + "TP": 17970, + "n_pred": 49536, + "n_ref": 50290 + }, + "5": { + "Dice": 0.2997163567601639, + "FN": 8650, + "FP": 238, + "IoU": 0.176274328081557, + "TN": 109598028, + "TP": 1902, + "n_pred": 2140, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7293216124426352, + "FN": 76672, + "FP": 794606, + "IoU": 0.5739623964523516, + "TN": 107563745, + "TP": 1173795, + "n_pred": 1968401, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.26684329785141186, + "FN": 1009428, + "FP": 26606, + "IoU": 0.15396374575974991, + "TN": 108384244, + "TP": 188540, + "n_pred": 215146, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8219176628517156, + "FN": 11965, + "FP": 21598, + "IoU": 0.6976742091230093, + "TN": 109497802, + "TP": 77453, + "n_pred": 99051, + "n_ref": 89418 + }, + "9": { + "Dice": 0.6783291054798248, + "FN": 16561, + "FP": 20086, + "IoU": 0.5132360168422171, + "TN": 109533531, + "TP": 38640, + "n_pred": 58726, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4549327474411875, + "FN": 7839, + "FP": 114219, + "IoU": 0.29444203589699125, + "TN": 66894357, + "TP": 50937, + "n_pred": 165156, + "n_ref": 58776 + }, + "10": { + "Dice": 0.4173954820858208, + "FN": 55339, + "FP": 10144, + "IoU": 0.26373959973015515, + "TN": 66978412, + "TP": 23457, + "n_pred": 33601, + "n_ref": 78796 + }, + "11": { + "Dice": 0.2310889443059019, + "FN": 2709, + "FP": 66, + "IoU": 0.13063909774436092, + "TN": 67064160, + "TP": 417, + "n_pred": 483, + "n_ref": 3126 + }, + "12": { + "Dice": 0.09659230203481245, + "FN": 3114, + "FP": 571, + "IoU": 0.05074703760947965, + "TN": 67063470, + "TP": 197, + "n_pred": 768, + "n_ref": 3311 + }, + "13": { + "Dice": 0.20994451916610626, + "FN": 33216, + "FP": 4378, + "IoU": 0.11728380567752236, + "TN": 67024763, + "TP": 4995, + "n_pred": 9373, + "n_ref": 38211 + }, + "14": { + "Dice": 0.4243161094224924, + "FN": 54187, + "FP": 3580, + "IoU": 0.2692901234567901, + "TN": 66988296, + "TP": 21289, + "n_pred": 24869, + "n_ref": 75476 + }, + "15": { + "Dice": 0.0, + "FN": 31362, + "FP": 21850, + "IoU": 0.0, + "TN": 67014140, + "TP": 0, + "n_pred": 21850, + "n_ref": 31362 + }, + "2": { + "Dice": 0.0, + "FN": 146038, + "FP": 0, + "IoU": 0.0, + "TN": 66921314, + "TP": 0, + "n_pred": 0, + "n_ref": 146038 + }, + "3": { + "Dice": 0.6542240687167854, + "FN": 6365, + "FP": 156427, + "IoU": 0.4861314974573623, + "TN": 66750555, + "TP": 154005, + "n_pred": 310432, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 470, + "IoU": 0.0, + "TN": 67053843, + "TP": 0, + "n_pred": 470, + "n_ref": 13039 + }, + "5": { + "Dice": 0.6423037367158039, + "FN": 4237, + "FP": 980, + "IoU": 0.4730835269164731, + "TN": 67057451, + "TP": 4684, + "n_pred": 5664, + "n_ref": 8921 + }, + "6": { + "Dice": 0.8076088705844485, + "FN": 221759, + "FP": 187081, + "IoU": 0.6773019780684687, + "TN": 65800409, + "TP": 858103, + "n_pred": 1045184, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.08993408617523119, + "FN": 334814, + "FP": 5112, + "IoU": 0.04708428412040749, + "TN": 66710630, + "TP": 16796, + "n_pred": 21908, + "n_ref": 351610 + }, + "8": { + "Dice": 0.7794385476788455, + "FN": 12317, + "FP": 29222, + "IoU": 0.6385901719217651, + "TN": 66952416, + "TP": 73397, + "n_pred": 102619, + "n_ref": 85714 + }, + "9": { + "Dice": 0.4352076435705656, + "FN": 53749, + "FP": 7492, + "IoU": 0.27812485265689096, + "TN": 66982516, + "TP": 23595, + "n_pred": 31087, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5063570195198043, + "FN": 80073, + "FP": 115186, + "IoU": 0.3390080669458333, + "TN": 74223877, + "TP": 100144, + "n_pred": 215330, + "n_ref": 180217 + }, + "10": { + "Dice": 0.5765117819627141, + "FN": 28735, + "FP": 11540, + "IoU": 0.4049993351947879, + "TN": 74451591, + "TP": 27414, + "n_pred": 38954, + "n_ref": 56149 + }, + "11": { + "Dice": 0.21170935703084162, + "FN": 2982, + "FP": 34, + "IoU": 0.11838643671441099, + "TN": 74515859, + "TP": 405, + "n_pred": 439, + "n_ref": 3387 + }, + "12": { + "Dice": 0.04181494661921708, + "FN": 2154, + "FP": 0, + "IoU": 0.021353930031803726, + "TN": 74517079, + "TP": 47, + "n_pred": 47, + "n_ref": 2201 + }, + "13": { + "Dice": 0.09815715382646532, + "FN": 40589, + "FP": 1693, + "IoU": 0.05161160083439876, + "TN": 74474697, + "TP": 2301, + "n_pred": 3994, + "n_ref": 42890 + }, + "14": { + "Dice": 0.48577742520398914, + "FN": 14779, + "FP": 21521, + "IoU": 0.3208097893200614, + "TN": 74465834, + "TP": 17146, + "n_pred": 38667, + "n_ref": 31925 + }, + "15": { + "Dice": 0.195392975910455, + "FN": 25541, + "FP": 14139, + "IoU": 0.10827452919232325, + "TN": 74474782, + "TP": 4818, + "n_pred": 18957, + "n_ref": 30359 + }, + "2": { + "Dice": 0.0022178743722497296, + "FN": 140751, + "FP": 512, + "IoU": 0.0011101682930278604, + "TN": 74377860, + "TP": 157, + "n_pred": 669, + "n_ref": 140908 + }, + "3": { + "Dice": 0.5413938693981104, + "FN": 12667, + "FP": 229555, + "IoU": 0.3711720786301, + "TN": 74134084, + "TP": 142974, + "n_pred": 372529, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 12439, + "IoU": 0.0, + "TN": 74493563, + "TP": 0, + "n_pred": 12439, + "n_ref": 13278 + }, + "5": { + "Dice": 0.45524803487680826, + "FN": 6708, + "FP": 1539, + "IoU": 0.2947062344992731, + "TN": 74507587, + "TP": 3446, + "n_pred": 4985, + "n_ref": 10154 + }, + "6": { + "Dice": 0.8623119971959642, + "FN": 318023, + "FP": 93268, + "IoU": 0.7579512090051418, + "TN": 72820073, + "TP": 1287916, + "n_pred": 1381184, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.38288428403169267, + "FN": 112415, + "FP": 64156, + "IoU": 0.2367698738258979, + "TN": 74287933, + "TP": 54776, + "n_pred": 118932, + "n_ref": 167191 + }, + "8": { + "Dice": 0.8784984993609719, + "FN": 3203, + "FP": 13719, + "IoU": 0.7833235166073395, + "TN": 74441182, + "TP": 61176, + "n_pred": 74895, + "n_ref": 64379 + }, + "9": { + "Dice": 0.6044041562783726, + "FN": 50919, + "FP": 3981, + "IoU": 0.43307964766261525, + "TN": 74422441, + "TP": 41939, + "n_pred": 45920, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6648240528515572, + "FN": 125131, + "FP": 33973, + "IoU": 0.4979299202261941, + "TN": 65734284, + "TP": 157792, + "n_pred": 191765, + "n_ref": 282923 + }, + "10": { + "Dice": 0.2331502423263328, + "FN": 69101, + "FP": 25835, + "IoU": 0.1319581596079292, + "TN": 65941812, + "TP": 14432, + "n_pred": 40267, + "n_ref": 83533 + }, + "11": { + "Dice": 0.027171276079573023, + "FN": 3581, + "FP": 429, + "IoU": 0.013772749631087064, + "TN": 66047114, + "TP": 56, + "n_pred": 485, + "n_ref": 3637 + }, + "12": { + "Dice": 0.5436213991769547, + "FN": 1705, + "FP": 513, + "IoU": 0.3732692851087878, + "TN": 66047641, + "TP": 1321, + "n_pred": 1834, + "n_ref": 3026 + }, + "13": { + "Dice": 0.5939380771319935, + "FN": 20290, + "FP": 17088, + "IoU": 0.42241246098216767, + "TN": 65986466, + "TP": 27336, + "n_pred": 44424, + "n_ref": 47626 + }, + "14": { + "Dice": 0.7872055019898765, + "FN": 5559, + "FP": 23154, + "IoU": 0.6490839983867617, + "TN": 65969357, + "TP": 53110, + "n_pred": 76264, + "n_ref": 58669 + }, + "15": { + "Dice": 0.6518549903344544, + "FN": 12288, + "FP": 859, + "IoU": 0.48351993714397956, + "TN": 66025725, + "TP": 12308, + "n_pred": 13167, + "n_ref": 24596 + }, + "2": { + "Dice": 0.4893697398809037, + "FN": 81122, + "FP": 49991, + "IoU": 0.3239507064040425, + "TN": 65857240, + "TP": 62827, + "n_pred": 112818, + "n_ref": 143949 + }, + "3": { + "Dice": 0.4134711726957425, + "FN": 95134, + "FP": 79895, + "IoU": 0.26061371566647795, + "TN": 65814458, + "TP": 61693, + "n_pred": 141588, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8928401117242319, + "FN": 3316, + "FP": 2976, + "IoU": 0.8064238247600295, + "TN": 66018676, + "TP": 26212, + "n_pred": 29188, + "n_ref": 29528 + }, + "5": { + "Dice": 0.7965736192644064, + "FN": 3330, + "FP": 66, + "IoU": 0.6619213539074166, + "TN": 66041135, + "TP": 6649, + "n_pred": 6715, + "n_ref": 9979 + }, + "6": { + "Dice": 0.748004109446423, + "FN": 71507, + "FP": 569912, + "IoU": 0.5974493327735195, + "TN": 64457793, + "TP": 951968, + "n_pred": 1521880, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.30833389906100667, + "FN": 797129, + "FP": 7758, + "IoU": 0.18226640522610207, + "TN": 65066890, + "TP": 179403, + "n_pred": 187161, + "n_ref": 976532 + }, + "8": { + "Dice": 0.7762015267816829, + "FN": 7378, + "FP": 35248, + "IoU": 0.6342560019219878, + "TN": 65934634, + "TP": 73920, + "n_pred": 109168, + "n_ref": 81298 + }, + "9": { + "Dice": 0.5533770385658209, + "FN": 42736, + "FP": 1410, + "IoU": 0.38253024687041054, + "TN": 65979685, + "TP": 27349, + "n_pred": 28759, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7227359481572445, + "FN": 7099, + "FP": 105341, + "IoU": 0.5658469344021129, + "TN": 113213553, + "TP": 146547, + "n_pred": 251888, + "n_ref": 153646 + }, + "10": { + "Dice": 0.5477368954618641, + "FN": 34641, + "FP": 41199, + "IoU": 0.37716092473206586, + "TN": 113350775, + "TP": 45925, + "n_pred": 87124, + "n_ref": 80566 + }, + "11": { + "Dice": 0.48537327404633746, + "FN": 2193, + "FP": 6, + "IoU": 0.3204573547589617, + "TN": 113469304, + "TP": 1037, + "n_pred": 1043, + "n_ref": 3230 + }, + "12": { + "Dice": 0.5891499654457498, + "FN": 2378, + "FP": 0, + "IoU": 0.41758510898848883, + "TN": 113468457, + "TP": 1705, + "n_pred": 1705, + "n_ref": 4083 + }, + "13": { + "Dice": 0.16639447529280016, + "FN": 67961, + "FP": 21364, + "IoU": 0.09074714983713356, + "TN": 113374300, + "TP": 8915, + "n_pred": 30279, + "n_ref": 76876 + }, + "14": { + "Dice": 0.6695402157619247, + "FN": 127367, + "FP": 7107, + "IoU": 0.503239724863503, + "TN": 113201838, + "TP": 136228, + "n_pred": 143335, + "n_ref": 263595 + }, + "15": { + "Dice": 0.35095971713600205, + "FN": 10766, + "FP": 30352, + "IoU": 0.2128266487986982, + "TN": 113420305, + "TP": 11117, + "n_pred": 41469, + "n_ref": 21883 + }, + "2": { + "Dice": 0.006556554201370916, + "FN": 126670, + "FP": 0, + "IoU": 0.003289059549288682, + "TN": 113345452, + "TP": 418, + "n_pred": 418, + "n_ref": 127088 + }, + "3": { + "Dice": 0.5514324834913427, + "FN": 8944, + "FP": 172223, + "IoU": 0.38067434013735674, + "TN": 113180017, + "TP": 111356, + "n_pred": 283579, + "n_ref": 120300 + }, + "4": { + "Dice": 0.5653418781332369, + "FN": 3745, + "FP": 38306, + "IoU": 0.39406034756044844, + "TN": 113403142, + "TP": 27347, + "n_pred": 65653, + "n_ref": 31092 + }, + "5": { + "Dice": 0.3293324215341807, + "FN": 25843, + "FP": 2598, + "IoU": 0.1971262420957543, + "TN": 113437116, + "TP": 6983, + "n_pred": 9581, + "n_ref": 32826 + }, + "6": { + "Dice": 0.8472443271419039, + "FN": 271923, + "FP": 42408, + "IoU": 0.734973027754685, + "TN": 112286506, + "TP": 871703, + "n_pred": 914111, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.5216009705550083, + "FN": 124297, + "FP": 47631, + "IoU": 0.35281474092337806, + "TN": 113206885, + "TP": 93727, + "n_pred": 141358, + "n_ref": 218024 + }, + "8": { + "Dice": 0.6550128162667788, + "FN": 96898, + "FP": 27059, + "IoU": 0.48700301697201953, + "TN": 113230907, + "TP": 117676, + "n_pred": 144735, + "n_ref": 214574 + }, + "9": { + "Dice": 0.1894029583000375, + "FN": 94625, + "FP": 4785, + "IoU": 0.10460801268194264, + "TN": 113361516, + "TP": 11614, + "n_pred": 16399, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6346638655462185, + "FN": 18432, + "FP": 106776, + "IoU": 0.46484074472995845, + "TN": 74962764, + "TP": 108756, + "n_pred": 215532, + "n_ref": 127188 + }, + "10": { + "Dice": 0.4484263927598409, + "FN": 64256, + "FP": 23811, + "IoU": 0.28901393441299467, + "TN": 75072862, + "TP": 35799, + "n_pred": 59610, + "n_ref": 100055 + }, + "11": { + "Dice": 0.5214493960849645, + "FN": 2292, + "FP": 6, + "IoU": 0.3526760563380282, + "TN": 75193178, + "TP": 1252, + "n_pred": 1258, + "n_ref": 3544 + }, + "12": { + "Dice": 0.07678018575851393, + "FN": 2982, + "FP": 0, + "IoU": 0.03992273019961365, + "TN": 75193622, + "TP": 124, + "n_pred": 124, + "n_ref": 3106 + }, + "13": { + "Dice": 0.0726673625696427, + "FN": 52371, + "FP": 21364, + "IoU": 0.037703591564000834, + "TN": 75120104, + "TP": 2889, + "n_pred": 24253, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9237128209829853, + "FN": 12154, + "FP": 7816, + "IoU": 0.8582401044920211, + "TN": 75055856, + "TP": 120902, + "n_pred": 128718, + "n_ref": 133056 + }, + "15": { + "Dice": 0.5483459260771901, + "FN": 41589, + "FP": 11493, + "IoU": 0.3777387023034992, + "TN": 75111423, + "TP": 32223, + "n_pred": 43716, + "n_ref": 73812 + }, + "2": { + "Dice": 0.3272718978622463, + "FN": 117615, + "FP": 362, + "IoU": 0.19565158105731076, + "TN": 75050054, + "TP": 28697, + "n_pred": 29059, + "n_ref": 146312 + }, + "3": { + "Dice": 0.6637994021919628, + "FN": 7606, + "FP": 134116, + "IoU": 0.49678124922327443, + "TN": 74915097, + "TP": 139909, + "n_pred": 274025, + "n_ref": 147515 + }, + "4": { + "Dice": 0.764088152640142, + "FN": 1716, + "FP": 12639, + "IoU": 0.6182383915749162, + "TN": 75159126, + "TP": 23247, + "n_pred": 35886, + "n_ref": 24963 + }, + "5": { + "Dice": 0.45317514344063015, + "FN": 5371, + "FP": 252, + "IoU": 0.2929712058342764, + "TN": 75188775, + "TP": 2330, + "n_pred": 2582, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8487405518029199, + "FN": 98220, + "FP": 314641, + "IoU": 0.7372278708609799, + "TN": 73625553, + "TP": 1158314, + "n_pred": 1472955, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.6320170145905067, + "FN": 62516, + "FP": 41469, + "IoU": 0.4620064878959867, + "TN": 75003445, + "TP": 89298, + "n_pred": 130767, + "n_ref": 151814 + }, + "8": { + "Dice": 0.7163914561140149, + "FN": 25324, + "FP": 21719, + "IoU": 0.5581074226455504, + "TN": 75090270, + "TP": 59415, + "n_pred": 81134, + "n_ref": 84739 + }, + "9": { + "Dice": 0.5236364302260637, + "FN": 48638, + "FP": 3389, + "IoU": 0.3546798640569572, + "TN": 75116106, + "TP": 28595, + "n_pred": 31984, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8478724446353354, + "FN": 47066, + "FP": 13501, + "IoU": 0.7359189012426423, + "TN": 86698522, + "TP": 168783, + "n_pred": 182284, + "n_ref": 215849 + }, + "10": { + "Dice": 0.574042976112958, + "FN": 26953, + "FP": 35192, + "IoU": 0.4025668140742165, + "TN": 86823852, + "TP": 41875, + "n_pred": 77067, + "n_ref": 68828 + }, + "11": { + "Dice": 0.5828682358650813, + "FN": 1389, + "FP": 330, + "IoU": 0.4113013698630137, + "TN": 86924952, + "TP": 1201, + "n_pred": 1531, + "n_ref": 2590 + }, + "12": { + "Dice": 0.5840330534452886, + "FN": 2724, + "FP": 397, + "IoU": 0.41246234939759036, + "TN": 86922560, + "TP": 2191, + "n_pred": 2588, + "n_ref": 4915 + }, + "13": { + "Dice": 0.11330810637957682, + "FN": 51109, + "FP": 15439, + "IoU": 0.06005649717514124, + "TN": 86857072, + "TP": 4252, + "n_pred": 19691, + "n_ref": 55361 + }, + "14": { + "Dice": 0.7617565635912932, + "FN": 20128, + "FP": 19373, + "IoU": 0.6151912791887074, + "TN": 86825221, + "TP": 63150, + "n_pred": 82523, + "n_ref": 83278 + }, + "15": { + "Dice": 0.5137522057459412, + "FN": 103114, + "FP": 9589, + "IoU": 0.3456706262119576, + "TN": 86755630, + "TP": 59539, + "n_pred": 69128, + "n_ref": 162653 + }, + "2": { + "Dice": 0.7096275800783617, + "FN": 53946, + "FP": 3564, + "IoU": 0.5499401328815257, + "TN": 86800089, + "TP": 70273, + "n_pred": 73837, + "n_ref": 124219 + }, + "3": { + "Dice": 0.5562062063680427, + "FN": 84344, + "FP": 52905, + "IoU": 0.3852393664671946, + "TN": 86704616, + "TP": 86007, + "n_pred": 138912, + "n_ref": 170351 + }, + "4": { + "Dice": 0.5698943977089672, + "FN": 3786, + "FP": 15438, + "IoU": 0.39849812265331663, + "TN": 86895912, + "TP": 12736, + "n_pred": 28174, + "n_ref": 16522 + }, + "5": { + "Dice": 0.7431562874904569, + "FN": 2066, + "FP": 289, + "IoU": 0.5912877473099618, + "TN": 86922110, + "TP": 3407, + "n_pred": 3696, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8300033000330004, + "FN": 67659, + "FP": 385661, + "IoU": 0.7094065308529597, + "TN": 85367892, + "TP": 1106660, + "n_pred": 1492321, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.23382381514447828, + "FN": 886618, + "FP": 8511, + "IoU": 0.1323898584690778, + "TN": 85896154, + "TP": 136589, + "n_pred": 145100, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9364103047143597, + "FN": 4681, + "FP": 2070, + "IoU": 0.8804243862694392, + "TN": 86871414, + "TP": 49707, + "n_pred": 51777, + "n_ref": 54388 + }, + "9": { + "Dice": 0.7524428095183354, + "FN": 11487, + "FP": 14355, + "IoU": 0.6031329186823312, + "TN": 86862757, + "TP": 39273, + "n_pred": 53628, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2540896860366187, + "FN": 33362, + "FP": 290149, + "IoU": 0.1455342144464518, + "TN": 37370988, + "TP": 55101, + "n_pred": 345250, + "n_ref": 88463 + }, + "10": { + "Dice": 0.26439920240801656, + "FN": 48835, + "FP": 9084, + "IoU": 0.15233871911954103, + "TN": 37681272, + "TP": 10409, + "n_pred": 19493, + "n_ref": 59244 + }, + "11": { + "Dice": 0.7030983166626006, + "FN": 1147, + "FP": 70, + "IoU": 0.5421369450714824, + "TN": 37746942, + "TP": 1441, + "n_pred": 1511, + "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": 0.2935503205768567, + "FN": 36804, + "FP": 2091, + "IoU": 0.17202401226158037, + "TN": 37702624, + "TP": 8081, + "n_pred": 10172, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3927830372195565, + "FN": 63929, + "FP": 48445, + "IoU": 0.24438706553970913, + "TN": 37600881, + "TP": 36345, + "n_pred": 84790, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 21539, + "IoU": 0.0, + "TN": 37728061, + "TP": 0, + "n_pred": 21539, + "n_ref": 0 + }, + "2": { + "Dice": 0.0012164358429800684, + "FN": 100171, + "FP": 0, + "IoU": 0.0006085880756644585, + "TN": 37649368, + "TP": 61, + "n_pred": 61, + "n_ref": 100232 + }, + "3": { + "Dice": 0.4799566663522137, + "FN": 9839, + "FP": 161054, + "IoU": 0.3157519629393841, + "TN": 37499847, + "TP": 78860, + "n_pred": 239914, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 4, + "IoU": 0.0, + "TN": 37737902, + "TP": 0, + "n_pred": 4, + "n_ref": 11694 + }, + "5": { + "Dice": 0.6421397003960282, + "FN": 4455, + "FP": 1780, + "IoU": 0.47290557105418884, + "TN": 37737771, + "TP": 5594, + "n_pred": 7374, + "n_ref": 10049 + }, + "6": { + "Dice": 0.6443330276020752, + "FN": 376516, + "FP": 27548, + "IoU": 0.4752885780365136, + "TN": 36979531, + "TP": 366005, + "n_pred": 393553, + "n_ref": 742521 + }, + "7": { + "Dice": 0.5415230042601233, + "FN": 211946, + "FP": 13842, + "IoU": 0.3712934834364062, + "TN": 37390469, + "TP": 133343, + "n_pred": 147185, + "n_ref": 345289 + }, + "8": { + "Dice": 0.8005627735704857, + "FN": 8951, + "FP": 25495, + "IoU": 0.6674486633649028, + "TN": 37646019, + "TP": 69135, + "n_pred": 94630, + "n_ref": 78086 + }, + "9": { + "Dice": 0.625561095780086, + "FN": 28362, + "FP": 3253, + "IoU": 0.45513925272301115, + "TN": 37691576, + "TP": 26409, + "n_pred": 29662, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6492423416548566, + "FN": 78915, + "FP": 49785, + "IoU": 0.4806504983656834, + "TN": 75658878, + "TP": 119110, + "n_pred": 168895, + "n_ref": 198025 + }, + "10": { + "Dice": 0.716115398655979, + "FN": 44472, + "FP": 10741, + "IoU": 0.5577724025245892, + "TN": 75781836, + "TP": 69639, + "n_pred": 80380, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7580704553823493, + "FN": 1254, + "FP": 717, + "IoU": 0.6103973117216841, + "TN": 75901629, + "TP": 3088, + "n_pred": 3805, + "n_ref": 4342 + }, + "12": { + "Dice": 0.6009427609427609, + "FN": 2353, + "FP": 610, + "IoU": 0.4295340777820562, + "TN": 75901494, + "TP": 2231, + "n_pred": 2841, + "n_ref": 4584 + }, + "13": { + "Dice": 0.35592365642334317, + "FN": 29855, + "FP": 12294, + "IoU": 0.21648852123803328, + "TN": 75852893, + "TP": 11646, + "n_pred": 23940, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8654364035429087, + "FN": 12487, + "FP": 22091, + "IoU": 0.762792324948035, + "TN": 75760917, + "TP": 111193, + "n_pred": 133284, + "n_ref": 123680 + }, + "15": { + "Dice": 0.5814020188736, + "FN": 104157, + "FP": 15521, + "IoU": 0.40984269441293947, + "TN": 75703898, + "TP": 83112, + "n_pred": 98633, + "n_ref": 187269 + }, + "2": { + "Dice": 0.6754263886381767, + "FN": 76720, + "FP": 34760, + "IoU": 0.5099198586205835, + "TN": 75679215, + "TP": 115993, + "n_pred": 150753, + "n_ref": 192713 + }, + "3": { + "Dice": 0.5220975207659628, + "FN": 135960, + "FP": 75076, + "IoU": 0.35326926377209544, + "TN": 75580376, + "TP": 115276, + "n_pred": 190352, + "n_ref": 251236 + }, + "4": { + "Dice": 0.7134432758092515, + "FN": 2230, + "FP": 20220, + "IoU": 0.5545369764073258, + "TN": 75856291, + "TP": 27947, + "n_pred": 48167, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8148325358851675, + "FN": 2817, + "FP": 279, + "IoU": 0.687525232135648, + "TN": 75896780, + "TP": 6812, + "n_pred": 7091, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9100614011407172, + "FN": 122522, + "FP": 190646, + "IoU": 0.8349657513672577, + "TN": 74009094, + "TP": 1584426, + "n_pred": 1775072, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.7796099752922601, + "FN": 92776, + "FP": 9535, + "IoU": 0.6388203439133827, + "TN": 75623419, + "TP": 180958, + "n_pred": 190493, + "n_ref": 273734 + }, + "8": { + "Dice": 0.8012870025067169, + "FN": 7198, + "FP": 34737, + "IoU": 0.6684560893077385, + "TN": 75780204, + "TP": 84549, + "n_pred": 119286, + "n_ref": 91747 + }, + "9": { + "Dice": 0.7654297765205501, + "FN": 24846, + "FP": 7577, + "IoU": 0.6199969527559978, + "TN": 75821365, + "TP": 52900, + "n_pred": 60477, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4656120911291423, + "FN": 11469, + "FP": 180380, + "IoU": 0.30345135570820686, + "TN": 61112322, + "TP": 83579, + "n_pred": 263959, + "n_ref": 95048 + }, + "10": { + "Dice": 0.5924464119567858, + "FN": 28068, + "FP": 40703, + "IoU": 0.42090504900805015, + "TN": 61268994, + "TP": 49985, + "n_pred": 90688, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8312729702639492, + "FN": 854, + "FP": 156, + "IoU": 0.7112635791881075, + "TN": 61384252, + "TP": 2488, + "n_pred": 2644, + "n_ref": 3342 + }, + "12": { + "Dice": 0.6858568412972558, + "FN": 1582, + "FP": 55, + "IoU": 0.5219042056074766, + "TN": 61384326, + "TP": 1787, + "n_pred": 1842, + "n_ref": 3369 + }, + "13": { + "Dice": 0.18265827345753588, + "FN": 35146, + "FP": 3417, + "IoU": 0.10050849038999814, + "TN": 61344878, + "TP": 4309, + "n_pred": 7726, + "n_ref": 39455 + }, + "14": { + "Dice": 0.7180735376514462, + "FN": 6866, + "FP": 39929, + "IoU": 0.5601518954027203, + "TN": 61281361, + "TP": 59594, + "n_pred": 99523, + "n_ref": 66460 + }, + "15": { + "Dice": 0.5152745652360148, + "FN": 27694, + "FP": 597, + "IoU": 0.3470504062038405, + "TN": 61344422, + "TP": 15037, + "n_pred": 15634, + "n_ref": 42731 + }, + "2": { + "Dice": 0.02660874687085849, + "FN": 131357, + "FP": 849, + "IoU": 0.0134837665002649, + "TN": 61253737, + "TP": 1807, + "n_pred": 2656, + "n_ref": 133164 + }, + "3": { + "Dice": 0.5486856719733432, + "FN": 9873, + "FP": 193700, + "IoU": 0.3780612244897959, + "TN": 61060430, + "TP": 123747, + "n_pred": 317447, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7181721691525613, + "FN": 6120, + "FP": 3970, + "IoU": 0.5602719428222784, + "TN": 61364804, + "TP": 12856, + "n_pred": 16826, + "n_ref": 18976 + }, + "5": { + "Dice": 0.02063157894736842, + "FN": 27401, + "FP": 511, + "IoU": 0.010423314188470539, + "TN": 61359544, + "TP": 294, + "n_pred": 805, + "n_ref": 27695 + }, + "6": { + "Dice": 0.7974190742016167, + "FN": 279740, + "FP": 83519, + "IoU": 0.6630897406527689, + "TN": 60309543, + "TP": 714948, + "n_pred": 798467, + "n_ref": 994688 + }, + "7": { + "Dice": 0.30522092847590965, + "FN": 125585, + "FP": 122761, + "IoU": 0.18009481802334795, + "TN": 61084854, + "TP": 54550, + "n_pred": 177311, + "n_ref": 180135 + }, + "8": { + "Dice": 0.6238339835398333, + "FN": 128142, + "FP": 14370, + "IoU": 0.45331302770031034, + "TN": 61127067, + "TP": 118171, + "n_pred": 132541, + "n_ref": 246313 + }, + "9": { + "Dice": 0.6424067110211166, + "FN": 40853, + "FP": 2414, + "IoU": 0.4731952612290122, + "TN": 61305619, + "TP": 38864, + "n_pred": 41278, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6815493683706041, + "FN": 34773, + "FP": 106093, + "IoU": 0.5169320352392089, + "TN": 39457193, + "TP": 150741, + "n_pred": 256834, + "n_ref": 185514 + }, + "10": { + "Dice": 0.5550627784528149, + "FN": 24423, + "FP": 19519, + "IoU": 0.3841431794929293, + "TN": 39677449, + "TP": 27409, + "n_pred": 46928, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7744761904761904, + "FN": 998, + "FP": 186, + "IoU": 0.6319552377991918, + "TN": 39745583, + "TP": 2033, + "n_pred": 2219, + "n_ref": 3031 + }, + "12": { + "Dice": 0.13719755384206328, + "FN": 3202, + "FP": 43, + "IoU": 0.07365115615186983, + "TN": 39745297, + "TP": 258, + "n_pred": 301, + "n_ref": 3460 + }, + "13": { + "Dice": 0.4045379752316619, + "FN": 32133, + "FP": 2246, + "IoU": 0.25355537703280717, + "TN": 39702743, + "TP": 11678, + "n_pred": 13924, + "n_ref": 43811 + }, + "14": { + "Dice": 0.31192763261010725, + "FN": 19402, + "FP": 42058, + "IoU": 0.18478332957514823, + "TN": 39673409, + "TP": 13931, + "n_pred": 55989, + "n_ref": 33333 + }, + "15": { + "Dice": 0.8193272380058251, + "FN": 13317, + "FP": 3618, + "IoU": 0.6939494704883074, + "TN": 39693466, + "TP": 38399, + "n_pred": 42017, + "n_ref": 51716 + }, + "2": { + "Dice": 0.0, + "FN": 117847, + "FP": 424, + "IoU": 0.0, + "TN": 39630529, + "TP": 0, + "n_pred": 424, + "n_ref": 117847 + }, + "3": { + "Dice": 0.623190535674921, + "FN": 7060, + "FP": 146780, + "IoU": 0.4526338261194428, + "TN": 39467745, + "TP": 127215, + "n_pred": 273995, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8667680064380561, + "FN": 4386, + "FP": 1574, + "IoU": 0.7648636919556555, + "TN": 39723453, + "TP": 19387, + "n_pred": 20961, + "n_ref": 23773 + }, + "5": { + "Dice": 0.7863275554835574, + "FN": 1670, + "FP": 968, + "IoU": 0.6478910838227443, + "TN": 39741308, + "TP": 4854, + "n_pred": 5822, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9058943260122965, + "FN": 108160, + "FP": 62166, + "IoU": 0.8279769930363031, + "TN": 38758665, + "TP": 819809, + "n_pred": 881975, + "n_ref": 927969 + }, + "7": { + "Dice": 0.30220832401964287, + "FN": 600937, + "FP": 4675, + "IoU": 0.17800082795501898, + "TN": 39012045, + "TP": 131143, + "n_pred": 135818, + "n_ref": 732080 + }, + "8": { + "Dice": 0.8551719123487871, + "FN": 2488, + "FP": 13447, + "IoU": 0.7469871866118353, + "TN": 39685819, + "TP": 47046, + "n_pred": 60493, + "n_ref": 49534 + }, + "9": { + "Dice": 0.675354884886079, + "FN": 18983, + "FP": 2789, + "IoU": 0.5098383538205232, + "TN": 39704382, + "TP": 22646, + "n_pred": 25435, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4971227249936079, + "FN": 22101, + "FP": 129342, + "IoU": 0.33078065206055735, + "TN": 101170310, + "TP": 74855, + "n_pred": 204197, + "n_ref": 96956 + }, + "10": { + "Dice": 0.47372182250869, + "FN": 48252, + "FP": 27601, + "IoU": 0.310377118335879, + "TN": 101286616, + "TP": 34139, + "n_pred": 61740, + "n_ref": 82391 + }, + "11": { + "Dice": 0.5022109071419001, + "FN": 3655, + "FP": 60, + "IoU": 0.3353014850599392, + "TN": 101391019, + "TP": 1874, + "n_pred": 1934, + "n_ref": 5529 + }, + "12": { + "Dice": 0.6493046776232617, + "FN": 2657, + "FP": 117, + "IoU": 0.4807188318981655, + "TN": 101391266, + "TP": 2568, + "n_pred": 2685, + "n_ref": 5225 + }, + "13": { + "Dice": 0.57853117314246, + "FN": 23717, + "FP": 14498, + "IoU": 0.4069953292056546, + "TN": 101332165, + "TP": 26228, + "n_pred": 40726, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9028901422456785, + "FN": 24842, + "FP": 7579, + "IoU": 0.8229714972152452, + "TN": 101213468, + "TP": 150719, + "n_pred": 158298, + "n_ref": 175561 + }, + "15": { + "Dice": 0.6557273871605827, + "FN": 12288, + "FP": 3028, + "IoU": 0.4877934586315297, + "TN": 101366706, + "TP": 14586, + "n_pred": 17614, + "n_ref": 26874 + }, + "2": { + "Dice": 0.46419226669250896, + "FN": 126654, + "FP": 513, + "IoU": 0.302246340232206, + "TN": 101214356, + "TP": 55085, + "n_pred": 55598, + "n_ref": 181739 + }, + "3": { + "Dice": 0.6851996283460722, + "FN": 15628, + "FP": 123623, + "IoU": 0.5211434702320159, + "TN": 101105809, + "TP": 151548, + "n_pred": 275171, + "n_ref": 167176 + }, + "4": { + "Dice": 0.640407921962755, + "FN": 1480, + "FP": 8252, + "IoU": 0.47102945972388305, + "TN": 101378210, + "TP": 8666, + "n_pred": 16918, + "n_ref": 10146 + }, + "5": { + "Dice": 0.5622254758418741, + "FN": 22196, + "FP": 3219, + "IoU": 0.3910386965376782, + "TN": 101354873, + "TP": 16320, + "n_pred": 19539, + "n_ref": 38516 + }, + "6": { + "Dice": 0.8426121603489766, + "FN": 139975, + "FP": 491567, + "IoU": 0.7280292149976637, + "TN": 99074513, + "TP": 1690553, + "n_pred": 2182120, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.5182732936827668, + "FN": 292490, + "FP": 20800, + "IoU": 0.3497765758510976, + "TN": 100914789, + "TP": 168529, + "n_pred": 189329, + "n_ref": 461019 + }, + "8": { + "Dice": 0.5576198033738123, + "FN": 139247, + "FP": 45556, + "IoU": 0.3865969629076425, + "TN": 101095333, + "TP": 116472, + "n_pred": 162028, + "n_ref": 255719 + }, + "9": { + "Dice": 0.5170962111099702, + "FN": 51367, + "FP": 14475, + "IoU": 0.3487051654895444, + "TN": 101295514, + "TP": 35252, + "n_pred": 49727, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5336946528437403, + "FN": 111926, + "FP": 71678, + "IoU": 0.36397238397771875, + "TN": 73594831, + "TP": 105069, + "n_pred": 176747, + "n_ref": 216995 + }, + "10": { + "Dice": 0.0, + "FN": 75841, + "FP": 55626, + "IoU": 0.0, + "TN": 73752037, + "TP": 0, + "n_pred": 55626, + "n_ref": 75841 + }, + "11": { + "Dice": 0.47919352948071736, + "FN": 2171, + "FP": 6715, + "IoU": 0.3150917219053492, + "TN": 73870530, + "TP": 4088, + "n_pred": 10803, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0, + "FN": 5541, + "FP": 10, + "IoU": 0.0, + "TN": 73877953, + "TP": 0, + "n_pred": 10, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0007770484428358178, + "FN": 61201, + "FP": 36529, + "IoU": 0.0003886752311594796, + "TN": 73785736, + "TP": 38, + "n_pred": 36567, + "n_ref": 61239 + }, + "14": { + "Dice": 0.5546723229809865, + "FN": 46750, + "FP": 40589, + "IoU": 0.383769253021569, + "TN": 73741773, + "TP": 54392, + "n_pred": 94981, + "n_ref": 101142 + }, + "15": { + "Dice": 0.3717318164970205, + "FN": 170024, + "FP": 6258, + "IoU": 0.2282988885143565, + "TN": 73655071, + "TP": 52151, + "n_pred": 58409, + "n_ref": 222175 + }, + "2": { + "Dice": 0.13118772800172845, + "FN": 175263, + "FP": 33841, + "IoU": 0.07019845169437638, + "TN": 73658613, + "TP": 15787, + "n_pred": 49628, + "n_ref": 191050 + }, + "3": { + "Dice": 0.45550605027920765, + "FN": 114484, + "FP": 60151, + "IoU": 0.29492252162046495, + "TN": 73635822, + "TP": 73047, + "n_pred": 133198, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 24767, + "IoU": 0.0, + "TN": 73810849, + "TP": 0, + "n_pred": 24767, + "n_ref": 47888 + }, + "5": { + "Dice": 0.048, + "FN": 14756, + "FP": 0, + "IoU": 0.02459016393442623, + "TN": 73868376, + "TP": 372, + "n_pred": 372, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6139931869804188, + "FN": 346907, + "FP": 1356096, + "IoU": 0.4429943498205189, + "TN": 70826079, + "TP": 1354422, + "n_pred": 2710518, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.1501177756875608, + "FN": 153926, + "FP": 57506, + "IoU": 0.08114990982377611, + "TN": 73653399, + "TP": 18673, + "n_pred": 76179, + "n_ref": 172599 + }, + "8": { + "Dice": 0.6761653119742174, + "FN": 22380, + "FP": 32282, + "IoU": 0.5107626489094147, + "TN": 73771775, + "TP": 57067, + "n_pred": 89349, + "n_ref": 79447 + }, + "9": { + "Dice": 0.5260000801323328, + "FN": 44232, + "FP": 38581, + "IoU": 0.35685217688448456, + "TN": 73754742, + "TP": 45949, + "n_pred": 84530, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7599749718671416, + "FN": 27623, + "FP": 73266, + "IoU": 0.6128706716601179, + "TN": 69235168, + "TP": 159719, + "n_pred": 232985, + "n_ref": 187342 + }, + "10": { + "Dice": 0.5651424154129749, + "FN": 34209, + "FP": 16982, + "IoU": 0.39386655615416494, + "TN": 69411321, + "TP": 33264, + "n_pred": 50246, + "n_ref": 67473 + }, + "11": { + "Dice": 0.8140749846342963, + "FN": 812, + "FP": 398, + "IoU": 0.6864472661311221, + "TN": 69491917, + "TP": 2649, + "n_pred": 3047, + "n_ref": 3461 + }, + "12": { + "Dice": 0.48541575968654765, + "FN": 2037, + "FP": 327, + "IoU": 0.320494394941075, + "TN": 69492297, + "TP": 1115, + "n_pred": 1442, + "n_ref": 3152 + }, + "13": { + "Dice": 0.579983787899878, + "FN": 42401, + "FP": 8896, + "IoU": 0.4084346241668012, + "TN": 69409062, + "TP": 35417, + "n_pred": 44313, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8710790032389661, + "FN": 30820, + "FP": 4764, + "IoU": 0.7716031553475953, + "TN": 69339977, + "TP": 120215, + "n_pred": 124979, + "n_ref": 151035 + }, + "15": { + "Dice": 0.5870679951640472, + "FN": 51750, + "FP": 7680, + "IoU": 0.4154962823085094, + "TN": 69394100, + "TP": 42246, + "n_pred": 49926, + "n_ref": 93996 + }, + "2": { + "Dice": 0.06041756482108764, + "FN": 145245, + "FP": 7315, + "IoU": 0.031149779316038486, + "TN": 69338311, + "TP": 4905, + "n_pred": 12220, + "n_ref": 150150 + }, + "3": { + "Dice": 0.653543323993258, + "FN": 20380, + "FP": 140977, + "IoU": 0.4853801356100859, + "TN": 69182230, + "TP": 152189, + "n_pred": 293166, + "n_ref": 172569 + }, + "4": { + "Dice": 0.5810057458973152, + "FN": 16744, + "FP": 12643, + "IoU": 0.40944897713114425, + "TN": 69446014, + "TP": 20375, + "n_pred": 33018, + "n_ref": 37119 + }, + "5": { + "Dice": 0.7705267113421431, + "FN": 6790, + "FP": 538, + "IoU": 0.6267128521216443, + "TN": 69476145, + "TP": 12303, + "n_pred": 12841, + "n_ref": 19093 + }, + "6": { + "Dice": 0.883893644502788, + "FN": 109084, + "FP": 243110, + "IoU": 0.791943921965236, + "TN": 67802992, + "TP": 1340590, + "n_pred": 1583700, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8257352101926887, + "FN": 70634, + "FP": 31661, + "IoU": 0.7031933660619988, + "TN": 69151124, + "TP": 242357, + "n_pred": 274018, + "n_ref": 312991 + }, + "8": { + "Dice": 0.6638037629916786, + "FN": 29096, + "FP": 31264, + "IoU": 0.49678613410699546, + "TN": 69375827, + "TP": 59589, + "n_pred": 90853, + "n_ref": 88685 + }, + "9": { + "Dice": 0.5423728813559322, + "FN": 48545, + "FP": 5158, + "IoU": 0.37209302325581395, + "TN": 69410249, + "TP": 31824, + "n_pred": 36982, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7009406880057637, + "FN": 13668, + "FP": 147388, + "IoU": 0.5395755848358629, + "TN": 50483753, + "TP": 188743, + "n_pred": 336131, + "n_ref": 202411 + }, + "10": { + "Dice": 0.6678818545711723, + "FN": 30039, + "FP": 15512, + "IoU": 0.5013683334792889, + "TN": 50742200, + "TP": 45801, + "n_pred": 61313, + "n_ref": 75840 + }, + "11": { + "Dice": 0.6508474576271186, + "FN": 3369, + "FP": 236, + "IoU": 0.4824120603015075, + "TN": 50826587, + "TP": 3360, + "n_pred": 3596, + "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": 0.4003443037974684, + "FN": 28496, + "FP": 30720, + "IoU": 0.25026904523758275, + "TN": 50754569, + "TP": 19767, + "n_pred": 50487, + "n_ref": 48263 + }, + "14": { + "Dice": 0.28612931205651526, + "FN": 37047, + "FP": 31264, + "IoU": 0.16694918354654212, + "TN": 50751551, + "TP": 13690, + "n_pred": 44954, + "n_ref": 50737 + }, + "15": { + "Dice": 0.22577619823288414, + "FN": 30182, + "FP": 1188, + "IoU": 0.12725350545292677, + "TN": 50797608, + "TP": 4574, + "n_pred": 5762, + "n_ref": 34756 + }, + "2": { + "Dice": 0.2599648004713946, + "FN": 178540, + "FP": 12358, + "IoU": 0.1494020353966528, + "TN": 50609124, + "TP": 33530, + "n_pred": 45888, + "n_ref": 212070 + }, + "3": { + "Dice": 0.6663460759524216, + "FN": 9835, + "FP": 183744, + "IoU": 0.49963942214490836, + "TN": 50446673, + "TP": 193300, + "n_pred": 377044, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7990802456559071, + "FN": 4238, + "FP": 2665, + "IoU": 0.665390208434319, + "TN": 50812922, + "TP": 13727, + "n_pred": 16392, + "n_ref": 17965 + }, + "5": { + "Dice": 0.77053721447709, + "FN": 4360, + "FP": 693, + "IoU": 0.6267267489103937, + "TN": 50820015, + "TP": 8484, + "n_pred": 9177, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8710367680112129, + "FN": 192805, + "FP": 400479, + "IoU": 0.771536878554309, + "TN": 48236704, + "TP": 2003564, + "n_pred": 2404043, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.5132113175305922, + "FN": 83000, + "FP": 192758, + "IoU": 0.34518107622274835, + "TN": 50412431, + "TP": 145363, + "n_pred": 338121, + "n_ref": 228363 + }, + "8": { + "Dice": 0.7791925439668321, + "FN": 10458, + "FP": 41948, + "IoU": 0.6382599812248053, + "TN": 50688680, + "TP": 92466, + "n_pred": 134414, + "n_ref": 102924 + }, + "9": { + "Dice": 0.38966535175945033, + "FN": 85286, + "FP": 8166, + "IoU": 0.24197787222997308, + "TN": 50710268, + "TP": 29832, + "n_pred": 37998, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8241787836030632, + "FN": 32922, + "FP": 43463, + "IoU": 0.700938860525574, + "TN": 76629444, + "TP": 179031, + "n_pred": 222494, + "n_ref": 211953 + }, + "10": { + "Dice": 0.656067703908671, + "FN": 24415, + "FP": 18094, + "IoU": 0.4881702045681673, + "TN": 76801807, + "TP": 40544, + "n_pred": 58638, + "n_ref": 64959 + }, + "11": { + "Dice": 0.77050595752029, + "FN": 643, + "FP": 686, + "IoU": 0.626685393258427, + "TN": 76881300, + "TP": 2231, + "n_pred": 2917, + "n_ref": 2874 + }, + "12": { + "Dice": 0.3774875621890547, + "FN": 2002, + "FP": 0, + "IoU": 0.2326561901111537, + "TN": 76882251, + "TP": 607, + "n_pred": 607, + "n_ref": 2609 + }, + "13": { + "Dice": 0.3459316354811577, + "FN": 30239, + "FP": 17196, + "IoU": 0.20913986561963355, + "TN": 76824881, + "TP": 12544, + "n_pred": 29740, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8324912597270779, + "FN": 7692, + "FP": 22014, + "IoU": 0.7130492740743603, + "TN": 76781337, + "TP": 73817, + "n_pred": 95831, + "n_ref": 81509 + }, + "15": { + "Dice": 0.398025382534849, + "FN": 29493, + "FP": 2334, + "IoU": 0.2484592316229427, + "TN": 76842511, + "TP": 10522, + "n_pred": 12856, + "n_ref": 40015 + }, + "2": { + "Dice": 0.7393609221850009, + "FN": 38346, + "FP": 7870, + "IoU": 0.5864969087476626, + "TN": 76773093, + "TP": 65551, + "n_pred": 73421, + "n_ref": 103897 + }, + "3": { + "Dice": 0.7763994417739184, + "FN": 17298, + "FP": 28846, + "IoU": 0.6345203396274236, + "TN": 76758604, + "TP": 80112, + "n_pred": 108958, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9379213656887203, + "FN": 2136, + "FP": 875, + "IoU": 0.8830997398765384, + "TN": 76859103, + "TP": 22746, + "n_pred": 23621, + "n_ref": 24882 + }, + "5": { + "Dice": 0.5462421086585871, + "FN": 9828, + "FP": 19, + "IoU": 0.37574489666539873, + "TN": 76869086, + "TP": 5927, + "n_pred": 5946, + "n_ref": 15755 + }, + "6": { + "Dice": 0.8749115807939337, + "FN": 64235, + "FP": 240814, + "IoU": 0.777638064581028, + "TN": 75513002, + "TP": 1066809, + "n_pred": 1307623, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7005933430233405, + "FN": 40896, + "FP": 61893, + "IoU": 0.5391640401884787, + "TN": 76661811, + "TP": 120260, + "n_pred": 182153, + "n_ref": 161156 + }, + "8": { + "Dice": 0.8235361811821027, + "FN": 5744, + "FP": 24924, + "IoU": 0.7000097818644233, + "TN": 76782630, + "TP": 71562, + "n_pred": 96486, + "n_ref": 77306 + }, + "9": { + "Dice": 0.5327462924616179, + "FN": 52018, + "FP": 17707, + "IoU": 0.36309077954582825, + "TN": 76775386, + "TP": 39749, + "n_pred": 57456, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.433948126598398, + "FN": 62894, + "FP": 98017, + "IoU": 0.2770969046228492, + "TN": 130777342, + "TP": 61679, + "n_pred": 159696, + "n_ref": 124573 + }, + "10": { + "Dice": 0.4630730815764409, + "FN": 21585, + "FP": 61847, + "IoU": 0.30129804873963656, + "TN": 130880522, + "TP": 35978, + "n_pred": 97825, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7407640638119227, + "FN": 2039, + "FP": 431, + "IoU": 0.5882647107851309, + "TN": 130993933, + "TP": 3529, + "n_pred": 3960, + "n_ref": 5568 + }, + "12": { + "Dice": 0.4964785138307645, + "FN": 4870, + "FP": 63, + "IoU": 0.3302104548540394, + "TN": 130992567, + "TP": 2432, + "n_pred": 2495, + "n_ref": 7302 + }, + "13": { + "Dice": 0.19181600494361192, + "FN": 68484, + "FP": 15218, + "IoU": 0.10608212740962247, + "TN": 130906297, + "TP": 9933, + "n_pred": 25151, + "n_ref": 78417 + }, + "14": { + "Dice": 0.00016858324746124167, + "FN": 946045, + "FP": 2881, + "IoU": 8.429872940740101e-05, + "TN": 130050926, + "TP": 80, + "n_pred": 2961, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 14203, + "IoU": 0.0, + "TN": 130960419, + "TP": 0, + "n_pred": 14203, + "n_ref": 25310 + }, + "2": { + "Dice": 0.4469851011755441, + "FN": 153017, + "FP": 9894, + "IoU": 0.2878176516618652, + "TN": 130771183, + "TP": 65838, + "n_pred": 75732, + "n_ref": 218855 + }, + "3": { + "Dice": 0.6604761206842403, + "FN": 93771, + "FP": 100821, + "IoU": 0.4930678212482611, + "TN": 130616070, + "TP": 189270, + "n_pred": 290091, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 10154, + "IoU": 0.0, + "TN": 130987498, + "TP": 0, + "n_pred": 10154, + "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": 0.8392612421670838, + "FN": 127864, + "FP": 387391, + "IoU": 0.7230405950551467, + "TN": 129139533, + "TP": 1345144, + "n_pred": 1732535, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.3473429103298093, + "FN": 154621, + "FP": 31197, + "IoU": 0.21017240206746463, + "TN": 130764668, + "TP": 49446, + "n_pred": 80643, + "n_ref": 204067 + }, + "8": { + "Dice": 0.8252003099375868, + "FN": 29109, + "FP": 11949, + "IoU": 0.7024178818890789, + "TN": 130861960, + "TP": 96914, + "n_pred": 108863, + "n_ref": 126023 + }, + "9": { + "Dice": 0.6613677104389947, + "FN": 13868, + "FP": 30525, + "IoU": 0.49406227206418674, + "TN": 130912188, + "TP": 43351, + "n_pred": 73876, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3652023212457002, + "FN": 15693, + "FP": 129357, + "IoU": 0.2233929776093032, + "TN": 74239924, + "TP": 41724, + "n_pred": 171081, + "n_ref": 57417 + }, + "10": { + "Dice": 0.5722656734947238, + "FN": 44203, + "FP": 7478, + "IoU": 0.4008208410142256, + "TN": 74340445, + "TP": 34572, + "n_pred": 42050, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7761620977353992, + "FN": 760, + "FP": 179, + "IoU": 0.6342033502142579, + "TN": 74424131, + "TP": 1628, + "n_pred": 1807, + "n_ref": 2388 + }, + "12": { + "Dice": 0.6850909090909091, + "FN": 1044, + "FP": 255, + "IoU": 0.5210176991150443, + "TN": 74423986, + "TP": 1413, + "n_pred": 1668, + "n_ref": 2457 + }, + "13": { + "Dice": 0.17873437809958342, + "FN": 92515, + "FP": 6845, + "IoU": 0.09813745779326871, + "TN": 74316526, + "TP": 10812, + "n_pred": 17657, + "n_ref": 103327 + }, + "14": { + "Dice": 0.6939663436721089, + "FN": 76789, + "FP": 6211, + "IoU": 0.5313541043217056, + "TN": 74249592, + "TP": 94106, + "n_pred": 100317, + "n_ref": 170895 + }, + "15": { + "Dice": 0.24262244023981935, + "FN": 19102, + "FP": 352, + "IoU": 0.13805937084625608, + "TN": 74404128, + "TP": 3116, + "n_pred": 3468, + "n_ref": 22218 + }, + "2": { + "Dice": 0.6755528866268624, + "FN": 50130, + "FP": 15785, + "IoU": 0.5100640711174538, + "TN": 74292160, + "TP": 68623, + "n_pred": 84408, + "n_ref": 118753 + }, + "3": { + "Dice": 0.6649338607751266, + "FN": 43702, + "FP": 44473, + "IoU": 0.4980531235412658, + "TN": 74251032, + "TP": 87491, + "n_pred": 131964, + "n_ref": 131193 + }, + "4": { + "Dice": 0.3533717238038857, + "FN": 23894, + "FP": 136, + "IoU": 0.21460321610668062, + "TN": 74396102, + "TP": 6566, + "n_pred": 6702, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9149332866904595, + "FN": 27099, + "FP": 132908, + "IoU": 0.8432046393717485, + "TN": 73406215, + "TP": 860476, + "n_pred": 993384, + "n_ref": 887575 + }, + "7": { + "Dice": 0.5487988256065385, + "FN": 81352, + "FP": 32371, + "IoU": 0.3781686752258262, + "TN": 74243814, + "TP": 69161, + "n_pred": 101532, + "n_ref": 150513 + }, + "8": { + "Dice": 0.6376636940628264, + "FN": 3547, + "FP": 41553, + "IoU": 0.4680662853099015, + "TN": 74341913, + "TP": 39685, + "n_pred": 81238, + "n_ref": 43232 + }, + "9": { + "Dice": 0.7584135582312086, + "FN": 5490, + "FP": 12528, + "IoU": 0.6108423326133909, + "TN": 74380398, + "TP": 28282, + "n_pred": 40810, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.812997616414981, + "FN": 34154, + "FP": 14723, + "IoU": 0.684916582862742, + "TN": 106491564, + "TP": 106247, + "n_pred": 120970, + "n_ref": 140401 + }, + "10": { + "Dice": 0.6654956025952673, + "FN": 43083, + "FP": 13474, + "IoU": 0.49868370901548525, + "TN": 106533871, + "TP": 56260, + "n_pred": 69734, + "n_ref": 99343 + }, + "11": { + "Dice": 0.49222270678877744, + "FN": 2958, + "FP": 535, + "IoU": 0.32645584265329736, + "TN": 106641502, + "TP": 1693, + "n_pred": 2228, + "n_ref": 4651 + }, + "12": { + "Dice": 0.784, + "FN": 1746, + "FP": 306, + "IoU": 0.6447368421052632, + "TN": 106640912, + "TP": 3724, + "n_pred": 4030, + "n_ref": 5470 + }, + "13": { + "Dice": 0.25353736310730157, + "FN": 34125, + "FP": 6022, + "IoU": 0.14517193654849356, + "TN": 106599723, + "TP": 6818, + "n_pred": 12840, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8661739898787051, + "FN": 5557, + "FP": 14435, + "IoU": 0.7639390719093163, + "TN": 106561998, + "TP": 64698, + "n_pred": 79133, + "n_ref": 70255 + }, + "15": { + "Dice": 0.1852616032838868, + "FN": 22296, + "FP": 15217, + "IoU": 0.10208722294030351, + "TN": 106604910, + "TP": 4265, + "n_pred": 19482, + "n_ref": 26561 + }, + "2": { + "Dice": 0.6246965006439069, + "FN": 49152, + "FP": 116087, + "IoU": 0.45422446822565726, + "TN": 106343928, + "TP": 137521, + "n_pred": 253608, + "n_ref": 186673 + }, + "3": { + "Dice": 0.25056851128198665, + "FN": 125645, + "FP": 22986, + "IoU": 0.14322853618326242, + "TN": 106473210, + "TP": 24847, + "n_pred": 47833, + "n_ref": 150492 + }, + "4": { + "Dice": 0.4430752125269278, + "FN": 519, + "FP": 23524, + "IoU": 0.28458356889933645, + "TN": 106613081, + "TP": 9564, + "n_pred": 33088, + "n_ref": 10083 + }, + "5": { + "Dice": 0.5421293272371, + "FN": 2782, + "FP": 22, + "IoU": 0.3718637992831541, + "TN": 106642224, + "TP": 1660, + "n_pred": 1682, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9557676672920575, + "FN": 49981, + "FP": 63183, + "IoU": 0.9152825835353373, + "TN": 105310906, + "TP": 1222618, + "n_pred": 1285801, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.6751766958875434, + "FN": 160735, + "FP": 8712, + "IoU": 0.5096352802609151, + "TN": 106301135, + "TP": 176106, + "n_pred": 184818, + "n_ref": 336841 + }, + "8": { + "Dice": 0.7147036024872835, + "FN": 7873, + "FP": 42550, + "IoU": 0.5560613130717286, + "TN": 106533107, + "TP": 63158, + "n_pred": 105708, + "n_ref": 71031 + }, + "9": { + "Dice": 0.34622092489581613, + "FN": 66225, + "FP": 4999, + "IoU": 0.2093513759532875, + "TN": 106556605, + "TP": 18859, + "n_pred": 23858, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6615555548096256, + "FN": 56201, + "FP": 44626, + "IoU": 0.49427195666349, + "TN": 107927558, + "TP": 98543, + "n_pred": 143169, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8137424957811737, + "FN": 11944, + "FP": 19733, + "IoU": 0.6859745821519916, + "TN": 108026054, + "TP": 69197, + "n_pred": 88930, + "n_ref": 81141 + }, + "11": { + "Dice": 0.7315741583257507, + "FN": 1027, + "FP": 448, + "IoU": 0.5767575322812052, + "TN": 108123443, + "TP": 2010, + "n_pred": 2458, + "n_ref": 3037 + }, + "12": { + "Dice": 0.8096298357918175, + "FN": 1065, + "FP": 303, + "IoU": 0.6801496375964461, + "TN": 108122651, + "TP": 2909, + "n_pred": 3212, + "n_ref": 3974 + }, + "13": { + "Dice": 0.5751502489102117, + "FN": 32826, + "FP": 33058, + "IoU": 0.40365677045619114, + "TN": 108016448, + "TP": 44596, + "n_pred": 77654, + "n_ref": 77422 + }, + "14": { + "Dice": 0.655833126191068, + "FN": 8232, + "FP": 24998, + "IoU": 0.4879104960626281, + "TN": 108062037, + "TP": 31661, + "n_pred": 56659, + "n_ref": 39893 + }, + "15": { + "Dice": 0.3605288967997385, + "FN": 17306, + "FP": 17902, + "IoU": 0.21990561230142025, + "TN": 108081795, + "TP": 9925, + "n_pred": 27827, + "n_ref": 27231 + }, + "2": { + "Dice": 0.7372919560396716, + "FN": 69373, + "FP": 16873, + "IoU": 0.5838974096713964, + "TN": 107919657, + "TP": 121025, + "n_pred": 137898, + "n_ref": 190398 + }, + "3": { + "Dice": 0.7593023283381104, + "FN": 40098, + "FP": 61429, + "IoU": 0.611996254753215, + "TN": 107865263, + "TP": 160138, + "n_pred": 221567, + "n_ref": 200236 + }, + "4": { + "Dice": 0.8248378762212755, + "FN": 9206, + "FP": 1031, + "IoU": 0.7018928363424578, + "TN": 108092588, + "TP": 24103, + "n_pred": 25134, + "n_ref": 33309 + }, + "5": { + "Dice": 0.0, + "FN": 3877, + "FP": 219, + "IoU": 0.0, + "TN": 108122832, + "TP": 0, + "n_pred": 219, + "n_ref": 3877 + }, + "6": { + "Dice": 0.923892923502928, + "FN": 36676, + "FP": 201015, + "IoU": 0.8585511086037746, + "TN": 106446526, + "TP": 1442711, + "n_pred": 1643726, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.617048196084903, + "FN": 99344, + "FP": 95580, + "IoU": 0.4461819958859429, + "TN": 107774964, + "TP": 157040, + "n_pred": 252620, + "n_ref": 256384 + }, + "8": { + "Dice": 0.7810417644298452, + "FN": 1561, + "FP": 21769, + "IoU": 0.6407453033569449, + "TN": 108061988, + "TP": 41610, + "n_pred": 63379, + "n_ref": 43171 + }, + "9": { + "Dice": 0.6430878699920838, + "FN": 26400, + "FP": 12825, + "IoU": 0.47393479339618844, + "TN": 108052365, + "TP": 35338, + "n_pred": 48163, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.47665929971771376, + "FN": 66153, + "FP": 61954, + "IoU": 0.31290393516656206, + "TN": 62383713, + "TP": 58340, + "n_pred": 120294, + "n_ref": 124493 + }, + "10": { + "Dice": 0.6294401105024408, + "FN": 19045, + "FP": 28171, + "IoU": 0.45925764742260955, + "TN": 62482843, + "TP": 40101, + "n_pred": 68272, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6094968107725017, + "FN": 762, + "FP": 891, + "IoU": 0.4383282364933741, + "TN": 62567217, + "TP": 1290, + "n_pred": 2181, + "n_ref": 2052 + }, + "12": { + "Dice": 0.4875318066157761, + "FN": 2830, + "FP": 191, + "IoU": 0.3223418573351279, + "TN": 62565702, + "TP": 1437, + "n_pred": 1628, + "n_ref": 4267 + }, + "13": { + "Dice": 0.6423550439503275, + "FN": 17630, + "FP": 9183, + "IoU": 0.4731391967303309, + "TN": 62519268, + "TP": 24079, + "n_pred": 33262, + "n_ref": 41709 + }, + "14": { + "Dice": 0.3698320888660021, + "FN": 273999, + "FP": 119, + "IoU": 0.22686748177292662, + "TN": 62215605, + "TP": 80437, + "n_pred": 80556, + "n_ref": 354436 + }, + "15": { + "Dice": 0.2543712858893442, + "FN": 72034, + "FP": 41142, + "IoU": 0.1457190087635208, + "TN": 62437679, + "TP": 19305, + "n_pred": 60447, + "n_ref": 91339 + }, + "2": { + "Dice": 0.43936452380301333, + "FN": 118808, + "FP": 4210, + "IoU": 0.2815292427374987, + "TN": 62398938, + "TP": 48204, + "n_pred": 52414, + "n_ref": 167012 + }, + "3": { + "Dice": 0.6503377000135987, + "FN": 56697, + "FP": 97581, + "IoU": 0.48185216407108, + "TN": 62272411, + "TP": 143471, + "n_pred": 241052, + "n_ref": 200168 + }, + "4": { + "Dice": 0.906589956039949, + "FN": 1104, + "FP": 3507, + "IoU": 0.8291399562752436, + "TN": 62543173, + "TP": 22376, + "n_pred": 25883, + "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": 0.9100306746870089, + "FN": 58444, + "FP": 218198, + "IoU": 0.8349140233150032, + "TN": 60894415, + "TP": 1399103, + "n_pred": 1617301, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.7090014162201776, + "FN": 80012, + "FP": 8137, + "IoU": 0.5491883764460401, + "TN": 62374626, + "TP": 107385, + "n_pred": 115522, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8886195064822995, + "FN": 5249, + "FP": 11014, + "IoU": 0.7995637062781927, + "TN": 62489022, + "TP": 64875, + "n_pred": 75889, + "n_ref": 70124 + }, + "9": { + "Dice": 0.6768368749339254, + "FN": 17585, + "FP": 12983, + "IoU": 0.5115294268045191, + "TN": 62507581, + "TP": 32011, + "n_pred": 44994, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5893847232820639, + "FN": 147088, + "FP": 39094, + "IoU": 0.41782102676030797, + "TN": 55061446, + "TP": 133620, + "n_pred": 172714, + "n_ref": 280708 + }, + "10": { + "Dice": 0.6781023271979494, + "FN": 29744, + "FP": 14712, + "IoU": 0.5129764134924025, + "TN": 55289967, + "TP": 46825, + "n_pred": 61537, + "n_ref": 76569 + }, + "11": { + "Dice": 0.699396286593006, + "FN": 1257, + "FP": 1382, + "IoU": 0.5377474163601331, + "TN": 55375539, + "TP": 3070, + "n_pred": 4452, + "n_ref": 4327 + }, + "12": { + "Dice": 0.3077742279020234, + "FN": 3861, + "FP": 39, + "IoU": 0.18187539332913782, + "TN": 55376481, + "TP": 867, + "n_pred": 906, + "n_ref": 4728 + }, + "13": { + "Dice": 0.38960462016881386, + "FN": 37331, + "FP": 17629, + "IoU": 0.24193103448275863, + "TN": 55308748, + "TP": 17540, + "n_pred": 35169, + "n_ref": 54871 + }, + "14": { + "Dice": 0.668342863322384, + "FN": 21023, + "FP": 52582, + "IoU": 0.5018880948513886, + "TN": 55233480, + "TP": 74163, + "n_pred": 126745, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7391869268633967, + "FN": 28693, + "FP": 13059, + "IoU": 0.5862779682514516, + "TN": 55280330, + "TP": 59166, + "n_pred": 72225, + "n_ref": 87859 + }, + "2": { + "Dice": 0.49043360126797236, + "FN": 126056, + "FP": 17976, + "IoU": 0.3248837558122094, + "TN": 55167904, + "TP": 69312, + "n_pred": 87288, + "n_ref": 195368 + }, + "3": { + "Dice": 0.7303071373252354, + "FN": 40556, + "FP": 65306, + "IoU": 0.5751840927787476, + "TN": 55132053, + "TP": 143333, + "n_pred": 208639, + "n_ref": 183889 + }, + "4": { + "Dice": 0.6508329430654981, + "FN": 2545, + "FP": 2674, + "IoU": 0.48239611226817414, + "TN": 55371165, + "TP": 4864, + "n_pred": 7538, + "n_ref": 7409 + }, + "5": { + "Dice": 0.0003545470661230278, + "FN": 5639, + "FP": 0, + "IoU": 0.0001773049645390071, + "TN": 55375608, + "TP": 1, + "n_pred": 1, + "n_ref": 5640 + }, + "6": { + "Dice": 0.8986360196118296, + "FN": 104285, + "FP": 210312, + "IoU": 0.8159300972373453, + "TN": 53672131, + "TP": 1394520, + "n_pred": 1604832, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.6843207660083782, + "FN": 79199, + "FP": 9421, + "IoU": 0.5201273595633387, + "TN": 55196574, + "TP": 96054, + "n_pred": 105475, + "n_ref": 175253 + }, + "8": { + "Dice": 0.7844450074192031, + "FN": 3702, + "FP": 20122, + "IoU": 0.6453389704349898, + "TN": 55314074, + "TP": 43350, + "n_pred": 63472, + "n_ref": 47052 + }, + "9": { + "Dice": 0.7972367673963788, + "FN": 13005, + "FP": 6279, + "IoU": 0.6628376606346709, + "TN": 55324053, + "TP": 37911, + "n_pred": 44190, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5114674992903775, + "FN": 144587, + "FP": 130789, + "IoU": 0.3436051944089548, + "TN": 110727087, + "TP": 144152, + "n_pred": 274941, + "n_ref": 288739 + }, + "10": { + "Dice": 0.7340715757485065, + "FN": 18503, + "FP": 27701, + "IoU": 0.5798681518526938, + "TN": 111036640, + "TP": 63771, + "n_pred": 91472, + "n_ref": 82274 + }, + "11": { + "Dice": 0.775918733193905, + "FN": 1037, + "FP": 463, + "IoU": 0.633878447644618, + "TN": 111142518, + "TP": 2597, + "n_pred": 3060, + "n_ref": 3634 + }, + "12": { + "Dice": 0.7141153081510935, + "FN": 1308, + "FP": 130, + "IoU": 0.5553494124922697, + "TN": 111143381, + "TP": 1796, + "n_pred": 1926, + "n_ref": 3104 + }, + "13": { + "Dice": 0.30201263944239715, + "FN": 44482, + "FP": 39236, + "IoU": 0.17786506923303544, + "TN": 111044785, + "TP": 18112, + "n_pred": 57348, + "n_ref": 62594 + }, + "14": { + "Dice": 0.6411352417138005, + "FN": 18842, + "FP": 6093, + "IoU": 0.4718168145904383, + "TN": 111099406, + "TP": 22274, + "n_pred": 28367, + "n_ref": 41116 + }, + "15": { + "Dice": 0.22380616694081096, + "FN": 21078, + "FP": 8651, + "IoU": 0.12600323386741144, + "TN": 111112600, + "TP": 4286, + "n_pred": 12937, + "n_ref": 25364 + }, + "2": { + "Dice": 0.7050857266053172, + "FN": 31610, + "FP": 72352, + "IoU": 0.5445037876962308, + "TN": 110918376, + "TP": 124277, + "n_pred": 196629, + "n_ref": 155887 + }, + "3": { + "Dice": 0.467913258701452, + "FN": 164498, + "FP": 17589, + "IoU": 0.30540911691779515, + "TN": 110884465, + "TP": 80063, + "n_pred": 97652, + "n_ref": 244561 + }, + "4": { + "Dice": 0.7555734262610017, + "FN": 1926, + "FP": 9016, + "IoU": 0.6071659366697781, + "TN": 111118761, + "TP": 16912, + "n_pred": 25928, + "n_ref": 18838 + }, + "5": { + "Dice": 0.4541526644263082, + "FN": 3348, + "FP": 63, + "IoU": 0.2937888198757764, + "TN": 111141785, + "TP": 1419, + "n_pred": 1482, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9295914375679262, + "FN": 39374, + "FP": 197671, + "IoU": 0.8684454424166813, + "TN": 109344739, + "TP": 1564831, + "n_pred": 1762502, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.25406535542821745, + "FN": 306518, + "FP": 117334, + "IoU": 0.14551825076506852, + "TN": 110650581, + "TP": 72182, + "n_pred": 189516, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8292746201653564, + "FN": 7028, + "FP": 23244, + "IoU": 0.7083425664543852, + "TN": 111042822, + "TP": 73521, + "n_pred": 96765, + "n_ref": 80549 + }, + "9": { + "Dice": 0.5799623088048385, + "FN": 29388, + "FP": 8948, + "IoU": 0.4084133205765254, + "TN": 111081813, + "TP": 26466, + "n_pred": 35414, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8853050044610691, + "FN": 32019, + "FP": 12074, + "IoU": 0.7942127739014772, + "TN": 96906760, + "TP": 170172, + "n_pred": 182246, + "n_ref": 202191 + }, + "10": { + "Dice": 0.6711915301984336, + "FN": 31038, + "FP": 11448, + "IoU": 0.5051078055655861, + "TN": 97035176, + "TP": 43363, + "n_pred": 54811, + "n_ref": 74401 + }, + "11": { + "Dice": 0.6935094218070543, + "FN": 1759, + "FP": 144, + "IoU": 0.5308185404339251, + "TN": 97116969, + "TP": 2153, + "n_pred": 2297, + "n_ref": 3912 + }, + "12": { + "Dice": 0.6017089656931514, + "FN": 2924, + "FP": 199, + "IoU": 0.43031740240788036, + "TN": 97115543, + "TP": 2359, + "n_pred": 2558, + "n_ref": 5283 + }, + "13": { + "Dice": 0.5636700313890206, + "FN": 26410, + "FP": 12234, + "IoU": 0.39243770143856616, + "TN": 97057420, + "TP": 24961, + "n_pred": 37195, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8729785692481399, + "FN": 14626, + "FP": 19911, + "IoU": 0.7745891474891984, + "TN": 96967807, + "TP": 118681, + "n_pred": 138592, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8113411631136034, + "FN": 15617, + "FP": 8976, + "IoU": 0.682568570506615, + "TN": 97043550, + "TP": 52882, + "n_pred": 61858, + "n_ref": 68499 + }, + "2": { + "Dice": 0.6129052500249157, + "FN": 84372, + "FP": 20497, + "IoU": 0.44186256925557904, + "TN": 96933134, + "TP": 83022, + "n_pred": 103519, + "n_ref": 167394 + }, + "3": { + "Dice": 0.6142333057545631, + "FN": 104401, + "FP": 40606, + "IoU": 0.443244384718756, + "TN": 96860575, + "TP": 115443, + "n_pred": 156049, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8114871188611399, + "FN": 759, + "FP": 6895, + "IoU": 0.6827751989389921, + "TN": 97096897, + "TP": 16474, + "n_pred": 23369, + "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": 0.8958920357947732, + "FN": 58176, + "FP": 297297, + "IoU": 0.8114170577871572, + "TN": 95236056, + "TP": 1529496, + "n_pred": 1826793, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.537955141028418, + "FN": 200104, + "FP": 17472, + "IoU": 0.367947082969001, + "TN": 96776788, + "TP": 126661, + "n_pred": 144133, + "n_ref": 326765 + }, + "8": { + "Dice": 0.6845759924829692, + "FN": 27252, + "FP": 39886, + "IoU": 0.5204223038130206, + "TN": 96981031, + "TP": 72856, + "n_pred": 112742, + "n_ref": 100108 + }, + "9": { + "Dice": 0.6138583848877743, + "FN": 50893, + "FP": 5157, + "IoU": 0.44285401880678316, + "TN": 97020423, + "TP": 44552, + "n_pred": 49709, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8224467649526275, + "FN": 53515, + "FP": 8496, + "IoU": 0.6984370136943666, + "TN": 78850773, + "TP": 143621, + "n_pred": 152117, + "n_ref": 197136 + }, + "10": { + "Dice": 0.6316539168367704, + "FN": 43346, + "FP": 14579, + "IoU": 0.46161853686646653, + "TN": 78948814, + "TP": 49666, + "n_pred": 64245, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7101269742954475, + "FN": 716, + "FP": 1156, + "IoU": 0.5505402160864346, + "TN": 79052240, + "TP": 2293, + "n_pred": 3449, + "n_ref": 3009 + }, + "12": { + "Dice": 0.42174462705436155, + "FN": 2170, + "FP": 117, + "IoU": 0.26722204421659723, + "TN": 79053284, + "TP": 834, + "n_pred": 951, + "n_ref": 3004 + }, + "13": { + "Dice": 0.5051844707017121, + "FN": 42430, + "FP": 2714, + "IoU": 0.3379577351185675, + "TN": 78988216, + "TP": 23045, + "n_pred": 25759, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5011293054771315, + "FN": 11253, + "FP": 41757, + "IoU": 0.33433791674514973, + "TN": 78976770, + "TP": 26625, + "n_pred": 68382, + "n_ref": 37878 + }, + "15": { + "Dice": 0.13038189442683826, + "FN": 34459, + "FP": 19873, + "IoU": 0.06973718003595583, + "TN": 78998000, + "TP": 4073, + "n_pred": 23946, + "n_ref": 38532 + }, + "2": { + "Dice": 0.7086533538146441, + "FN": 40779, + "FP": 18397, + "IoU": 0.548770816812054, + "TN": 78925261, + "TP": 71968, + "n_pred": 90365, + "n_ref": 112747 + }, + "3": { + "Dice": 0.8014441112925925, + "FN": 36247, + "FP": 5936, + "IoU": 0.6686747934273776, + "TN": 78929089, + "TP": 85133, + "n_pred": 91069, + "n_ref": 121380 + }, + "4": { + "Dice": 0.3575408560311284, + "FN": 2739, + "FP": 17900, + "IoU": 0.2176863012660147, + "TN": 79030023, + "TP": 5743, + "n_pred": 23643, + "n_ref": 8482 + }, + "5": { + "Dice": 0.2274281805745554, + "FN": 4293, + "FP": 225, + "IoU": 0.12830407100135058, + "TN": 79051222, + "TP": 665, + "n_pred": 890, + "n_ref": 4958 + }, + "6": { + "Dice": 0.8909779121499279, + "FN": 46154, + "FP": 265258, + "IoU": 0.8033905924066489, + "TN": 77472493, + "TP": 1272500, + "n_pred": 1537758, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.41315151695991353, + "FN": 349350, + "FP": 4664, + "IoU": 0.26035977686313017, + "TN": 78577775, + "TP": 124616, + "n_pred": 129280, + "n_ref": 473966 + }, + "8": { + "Dice": 0.7617004680187207, + "FN": 2232, + "FP": 16098, + "IoU": 0.6151181102362204, + "TN": 79008780, + "TP": 29295, + "n_pred": 45393, + "n_ref": 31527 + }, + "9": { + "Dice": 0.8133712705250274, + "FN": 20121, + "FP": 3361, + "IoU": 0.6854471414027755, + "TN": 78981753, + "TP": 51170, + "n_pred": 54531, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8996536522635858, + "FN": 14448, + "FP": 34400, + "IoU": 0.8176095227782736, + "TN": 122444119, + "TP": 218973, + "n_pred": 253373, + "n_ref": 233421 + }, + "10": { + "Dice": 0.6592499587312227, + "FN": 44501, + "FP": 23618, + "IoU": 0.4917023594549823, + "TN": 122577926, + "TP": 65895, + "n_pred": 89513, + "n_ref": 110396 + }, + "11": { + "Dice": 0.5880015891934843, + "FN": 1962, + "FP": 1149, + "IoU": 0.41643218908272367, + "TN": 122706609, + "TP": 2220, + "n_pred": 3369, + "n_ref": 4182 + }, + "12": { + "Dice": 0.25628992308695087, + "FN": 5307, + "FP": 398, + "IoU": 0.14697966507177032, + "TN": 122705252, + "TP": 983, + "n_pred": 1381, + "n_ref": 6290 + }, + "13": { + "Dice": 0.09670358109492436, + "FN": 49316, + "FP": 34453, + "IoU": 0.05080847110013258, + "TN": 122623687, + "TP": 4484, + "n_pred": 38937, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7173345089970935, + "FN": 19833, + "FP": 49411, + "IoU": 0.5592529884281949, + "TN": 122554834, + "TP": 87862, + "n_pred": 137273, + "n_ref": 107695 + }, + "15": { + "Dice": 0.6267049701046338, + "FN": 24256, + "FP": 7710, + "IoU": 0.45635129849147094, + "TN": 122653141, + "TP": 26833, + "n_pred": 34543, + "n_ref": 51089 + }, + "2": { + "Dice": 0.7888910950064529, + "FN": 25690, + "FP": 33852, + "IoU": 0.6513791548833968, + "TN": 122541147, + "TP": 111251, + "n_pred": 145103, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7345923508349441, + "FN": 53148, + "FP": 13860, + "IoU": 0.5805183423062477, + "TN": 122552200, + "TP": 92732, + "n_pred": 106592, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7618722241202597, + "FN": 15300, + "FP": 16065, + "IoU": 0.6153421633554084, + "TN": 122630400, + "TP": 50175, + "n_pred": 66240, + "n_ref": 65475 + }, + "5": { + "Dice": 0.08016032064128256, + "FN": 16489, + "FP": 35, + "IoU": 0.04175365344467641, + "TN": 122694696, + "TP": 720, + "n_pred": 755, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9126505622990005, + "FN": 65997, + "FP": 248853, + "IoU": 0.8393351122051734, + "TN": 120752271, + "TP": 1644819, + "n_pred": 1893672, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.2705958657680546, + "FN": 457959, + "FP": 125708, + "IoU": 0.1564676875762358, + "TN": 122020008, + "TP": 108265, + "n_pred": 233973, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8028037352947835, + "FN": 12353, + "FP": 48612, + "IoU": 0.6705698630729161, + "TN": 122526878, + "TP": 124097, + "n_pred": 172709, + "n_ref": 136450 + }, + "9": { + "Dice": 0.6349084759970804, + "FN": 30817, + "FP": 19704, + "IoU": 0.46510322922181047, + "TN": 122617490, + "TP": 43929, + "n_pred": 63633, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/loop_000/summary_cross_val.json b/nnActive_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/loop_000/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..16946019c6de024417aa188e525ea242bc6d7068 --- /dev/null +++ b/nnActive_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/loop_000/summary_cross_val.json @@ -0,0 +1,7236 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": NaN, + "FN": 1793.825, + "FP": 1531.7916666666667, + "IoU": NaN, + "TN": 169641.91666666666, + "TP": 2264.4666666666667, + "n_pred": 3796.258333333333, + "n_ref": 4058.2916666666665 + }, + "mean": { + "1": { + "Dice": 0.16108633428742594, + "FN": 5158.625, + "FP": 1321.625, + "IoU": 0.118825493469508, + "TN": 163911.75, + "TP": 4840.0, + "n_pred": 6161.625, + "n_ref": 9998.625 + }, + "10": { + "Dice": 0.35717599035160963, + "FN": 209.375, + "FP": 188.125, + "IoU": 0.2778178669360658, + "TN": 174353.25, + "TP": 481.25, + "n_pred": 669.375, + "n_ref": 690.625 + }, + "11": { + "Dice": 0.49931143025772184, + "FN": 270.875, + "FP": 47.25, + "IoU": 0.332721552176193, + "TN": 174755.25, + "TP": 158.625, + "n_pred": 205.875, + "n_ref": 429.5 + }, + "12": { + "Dice": 0.0, + "FN": 0.0, + "FP": 77.25, + "IoU": 0.0, + "TN": 175154.75, + "TP": 0.0, + "n_pred": 77.25, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.1596192467468156, + "FN": 2234.625, + "FP": 231.625, + "IoU": 0.10493380597554801, + "TN": 171677.875, + "TP": 1087.875, + "n_pred": 1319.5, + "n_ref": 3322.5 + }, + "14": { + "Dice": 0.48506167897810804, + "FN": 1044.375, + "FP": 2567.125, + "IoU": 0.41207325972598763, + "TN": 164800.5, + "TP": 6820.0, + "n_pred": 9387.125, + "n_ref": 7864.375 + }, + "15": { + "Dice": 0.36032479347503465, + "FN": 3081.75, + "FP": 2253.0, + "IoU": 0.25204015591935447, + "TN": 166726.75, + "TP": 3170.5, + "n_pred": 5423.5, + "n_ref": 6252.25 + }, + "2": { + "Dice": 0.037245375379015934, + "FN": 12922.5, + "FP": 615.5, + "IoU": 0.019597387537989168, + "TN": 161515.625, + "TP": 178.375, + "n_pred": 793.875, + "n_ref": 13100.875 + }, + "3": { + "Dice": 0.20140922630222022, + "FN": 956.375, + "FP": 6605.875, + "IoU": 0.16863316288037555, + "TN": 165658.125, + "TP": 2011.625, + "n_pred": 8617.5, + "n_ref": 2968.0 + }, + "4": { + "Dice": 0.30564851434945745, + "FN": 233.75, + "FP": 324.25, + "IoU": 0.28220973782771536, + "TN": 172225.125, + "TP": 2448.875, + "n_pred": 2773.125, + "n_ref": 2682.625 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 2.125, + "IoU": 0.0, + "TN": 175229.875, + "TP": 0.0, + "n_pred": 2.125, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.4809208577518536, + "FN": 732.0, + "FP": 7505.875, + "IoU": 0.4632479521232554, + "TN": 154400.5, + "TP": 12593.625, + "n_pred": 20099.5, + "n_ref": 13325.625 + }, + "7": { + "Dice": 0.0, + "FN": 45.125, + "FP": 1211.625, + "IoU": 0.0, + "TN": 173975.25, + "TP": 0.0, + "n_pred": 1211.625, + "n_ref": 45.125 + }, + "8": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 175232.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "9": { + "Dice": 0.4580896686159844, + "FN": 18.0, + "FP": 25.625, + "IoU": 0.4226618705035971, + "TN": 175012.125, + "TP": 176.25, + "n_pred": 201.875, + "n_ref": 194.25 + } + }, + "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": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 175153, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "14": { + "Dice": 0.7352433916440815, + "FN": 1632, + "FP": 13412, + "IoU": 0.5813319233017004, + "TN": 139299, + "TP": 20889, + "n_pred": 34301, + "n_ref": 22521 + }, + "15": { + "Dice": 0.4311059007424775, + "FN": 5330, + "FP": 1949, + "IoU": 0.27478330178340143, + "TN": 165195, + "TP": 2758, + "n_pred": 4707, + "n_ref": 8088 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 17, + "IoU": 0.0, + "TN": 175215, + "TP": 0, + "n_pred": 17, + "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": 27, + "IoU": 0.0, + "TN": 175205, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 708, + "IoU": 0.0, + "TN": 174524, + "TP": 0, + "n_pred": 708, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 182, + "IoU": 0.0, + "TN": 175050, + "TP": 0, + "n_pred": 182, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9169455430483724, + "FN": 1870, + "FP": 1679, + "IoU": 0.846629213483146, + "TN": 152092, + "TP": 19591, + "n_pred": 21270, + "n_ref": 21461 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9638764808700718, + "FN": 2366, + "FP": 982, + "IoU": 0.9302717900656045, + "TN": 127217, + "TP": 44667, + "n_pred": 45649, + "n_ref": 47033 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3695, + "IoU": 0.0, + "TN": 171537, + "TP": 0, + "n_pred": 3695, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.7143519807032193, + "FN": 1675, + "FP": 1404, + "IoU": 0.5556357338721316, + "TN": 168303, + "TP": 3850, + "n_pred": 5254, + "n_ref": 5525 + }, + "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": 537, + "IoU": 0.0, + "TN": 174695, + "TP": 0, + "n_pred": 537, + "n_ref": 0 + }, + "13": { + "Dice": 0.4788577402404468, + "FN": 17877, + "FP": 1066, + "IoU": 0.314801417926644, + "TN": 147586, + "TP": 8703, + "n_pred": 9769, + "n_ref": 26580 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3477, + "IoU": 0.0, + "TN": 171755, + "TP": 0, + "n_pred": 3477, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.11708482676224612, + "FN": 14773, + "FP": 7, + "IoU": 0.06218274111675127, + "TN": 159472, + "TP": 980, + "n_pred": 987, + "n_ref": 15753 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 612, + "IoU": 0.0, + "TN": 174620, + "TP": 0, + "n_pred": 612, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 801, + "IoU": 0.0, + "TN": 174431, + "TP": 0, + "n_pred": 801, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3409, + "IoU": 0.0, + "TN": 171823, + "TP": 0, + "n_pred": 3409, + "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": 91, + "IoU": 0.0, + "TN": 175141, + "TP": 0, + "n_pred": 91, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1196, + "IoU": 0.0, + "TN": 174036, + "TP": 0, + "n_pred": 1196, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 101, + "IoU": 0.0, + "TN": 175131, + "TP": 0, + "n_pred": 101, + "n_ref": 0 + }, + "11": { + "Dice": 0.49931143025772184, + "FN": 2167, + "FP": 378, + "IoU": 0.332721552176193, + "TN": 171418, + "TP": 1269, + "n_pred": 1647, + "n_ref": 3436 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.03189667475381761, + "FN": 27085, + "FP": 49, + "IoU": 0.016206809035205397, + "TN": 147651, + "TP": 447, + "n_pred": 496, + "n_ref": 27532 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 26020, + "IoU": 0.0, + "TN": 149212, + "TP": 0, + "n_pred": 26020, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9598069501373426, + "FN": 3490, + "FP": 1207, + "IoU": 0.9227200184274174, + "TN": 114453, + "TP": 56082, + "n_pred": 57289, + "n_ref": 59572 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9161793372319688, + "FN": 144, + "FP": 114, + "IoU": 0.8453237410071942, + "TN": 173564, + "TP": 1410, + "n_pred": 1524, + "n_ref": 1554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7596, + "IoU": 0.0, + "TN": 167636, + "TP": 0, + "n_pred": 7596, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9227023496110375, + "FN": 3058, + "FP": 847, + "IoU": 0.8564971336175217, + "TN": 148020, + "TP": 23307, + "n_pred": 24154, + "n_ref": 26365 + }, + "15": { + "Dice": 0.6498684796826264, + "FN": 19324, + "FP": 5035, + "IoU": 0.481337165974662, + "TN": 128267, + "TP": 22606, + "n_pred": 27641, + "n_ref": 41930 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 101, + "IoU": 0.0, + "TN": 175131, + "TP": 0, + "n_pred": 101, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.7673626536354213, + "FN": 3665, + "FP": 2619, + "IoU": 0.622537241710716, + "TN": 158584, + "TP": 10364, + "n_pred": 12983, + "n_ref": 14029 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 11040, + "IoU": 0.0, + "TN": 164192, + "TP": 0, + "n_pred": 11040, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 18092, + "IoU": 0.0, + "TN": 157140, + "TP": 0, + "n_pred": 18092, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 175204, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6443453371497038, + "FN": 41269, + "FP": 1475, + "IoU": 0.475301973878032, + "TN": 93768, + "TP": 38720, + "n_pred": 40195, + "n_ref": 79989 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4868, + "IoU": 0.0, + "TN": 170364, + "TP": 0, + "n_pred": 4868, + "n_ref": 0 + }, + "3": { + "Dice": 0.8056369052088809, + "FN": 7651, + "FP": 114, + "IoU": 0.6745326515215022, + "TN": 151374, + "TP": 16093, + "n_pred": 16207, + "n_ref": 23744 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 39766, + "IoU": 0.0, + "TN": 135466, + "TP": 0, + "n_pred": 39766, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 361, + "FP": 0, + "IoU": 0.0, + "TN": 174871, + "TP": 0, + "n_pred": 0, + "n_ref": 361 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 306, + "IoU": 0.0, + "TN": 174926, + "TP": 0, + "n_pred": 306, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 81, + "IoU": 0.0, + "TN": 175151, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 61522, + "FP": 0, + "IoU": 0.0, + "TN": 113710, + "TP": 0, + "n_pred": 0, + "n_ref": 61522 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 26101, + "IoU": 0.0, + "TN": 149131, + "TP": 0, + "n_pred": 26101, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 114, + "IoU": 0.0, + "TN": 175118, + "TP": 0, + "n_pred": 114, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2433, + "IoU": 0.0, + "TN": 172799, + "TP": 0, + "n_pred": 2433, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.3363323429059518, + "FN": 1857.55, + "FP": 941.3333333333334, + "IoU": 0.26641997731030603, + "TN": 169723.28333333333, + "TP": 2709.8333333333335, + "n_pred": 3651.1666666666665, + "n_ref": 4567.383333333333 + }, + "mean": { + "1": { + "Dice": 0.51516231058236, + "FN": 7689.0, + "FP": 83.375, + "IoU": 0.39379285979889833, + "TN": 159000.5, + "TP": 8459.125, + "n_pred": 8542.5, + "n_ref": 16148.125 + }, + "10": { + "Dice": 0.18841834394593726, + "FN": 3430.25, + "FP": 2505.875, + "IoU": 0.11846063943020639, + "TN": 168398.125, + "TP": 897.75, + "n_pred": 3403.625, + "n_ref": 4328.0 + }, + "11": { + "Dice": 0.15875992249515594, + "FN": 55.75, + "FP": 304.375, + "IoU": 0.10419230453687751, + "TN": 174713.125, + "TP": 158.75, + "n_pred": 463.125, + "n_ref": 214.5 + }, + "12": { + "Dice": 0.19538138887956236, + "FN": 433.0, + "FP": 49.625, + "IoU": 0.12298930843997571, + "TN": 174722.0, + "TP": 27.375, + "n_pred": 77.0, + "n_ref": 460.375 + }, + "13": { + "Dice": 0.09065554916618747, + "FN": 1667.75, + "FP": 364.375, + "IoU": 0.05536629907986233, + "TN": 172805.75, + "TP": 394.125, + "n_pred": 758.5, + "n_ref": 2061.875 + }, + "14": { + "Dice": 0.7483845635120485, + "FN": 3512.5, + "FP": 172.125, + "IoU": 0.5979349101126661, + "TN": 166067.75, + "TP": 5479.625, + "n_pred": 5651.75, + "n_ref": 8992.125 + }, + "15": { + "Dice": 0.3044705611245535, + "FN": 101.5, + "FP": 215.125, + "IoU": 0.2802078362759132, + "TN": 173594.125, + "TP": 1321.25, + "n_pred": 1536.375, + "n_ref": 1422.75 + }, + "2": { + "Dice": 0.21323890416339356, + "FN": 512.375, + "FP": 1090.125, + "IoU": 0.1859029234259299, + "TN": 171457.875, + "TP": 2171.625, + "n_pred": 3261.75, + "n_ref": 2684.0 + }, + "3": { + "Dice": 0.5341732770004206, + "FN": 2562.375, + "FP": 1291.25, + "IoU": 0.4680628802216722, + "TN": 164394.125, + "TP": 6984.25, + "n_pred": 8275.5, + "n_ref": 9546.625 + }, + "4": { + "Dice": 0.03965617254653799, + "FN": 691.0, + "FP": 11.25, + "IoU": 0.021082141855901317, + "TN": 174482.75, + "TP": 47.0, + "n_pred": 58.25, + "n_ref": 738.0 + }, + "5": { + "Dice": 0.0007417480529113611, + "FN": 893.5, + "FP": 116.875, + "IoU": 0.0003710116250309176, + "TN": 174221.25, + "TP": 0.375, + "n_pred": 117.25, + "n_ref": 893.875 + }, + "6": { + "Dice": 0.2611157295126141, + "FN": 989.5, + "FP": 5868.875, + "IoU": 0.21745391472258055, + "TN": 162369.375, + "TP": 6004.25, + "n_pred": 11873.125, + "n_ref": 6993.75 + }, + "7": { + "Dice": 0.42223450902200754, + "FN": 2211.625, + "FP": 627.75, + "IoU": 0.3190259041100813, + "TN": 170580.625, + "TP": 1812.0, + "n_pred": 2439.75, + "n_ref": 4023.625 + }, + "8": { + "Dice": 0.848605019133218, + "FN": 1301.125, + "FP": 662.25, + "IoU": 0.7430600377041419, + "TN": 168212.125, + "TP": 5056.5, + "n_pred": 5718.75, + "n_ref": 6357.625 + }, + "9": { + "Dice": 0.523987144452369, + "FN": 1812.0, + "FP": 756.75, + "IoU": 0.36839668831485284, + "TN": 170829.75, + "TP": 1833.5, + "n_pred": 2590.25, + "n_ref": 3645.5 + } + }, + "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": 0.07571295165577185, + "FN": 5179, + "FP": 7688, + "IoU": 0.03934597581006421, + "TN": 161838, + "TP": 527, + "n_pred": 8215, + "n_ref": 5706 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3626221966647499, + "FN": 8381, + "FP": 2703, + "IoU": 0.22146519631944933, + "TN": 160995, + "TP": 3153, + "n_pred": 5856, + "n_ref": 11534 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.37037037037037035, + "FN": 34, + "FP": 0, + "IoU": 0.22727272727272727, + "TN": 175188, + "TP": 10, + "n_pred": 10, + "n_ref": 44 + }, + "8": { + "Dice": 0.738445405688819, + "FN": 6776, + "FP": 3201, + "IoU": 0.5853455799842068, + "TN": 151171, + "TP": 14084, + "n_pred": 17285, + "n_ref": 20860 + }, + "9": { + "Dice": 0.5327881420904677, + "FN": 8691, + "FP": 450, + "IoU": 0.363129659304675, + "TN": 160879, + "TP": 5212, + "n_pred": 5662, + "n_ref": 13903 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6929871680095494, + "FN": 9862, + "FP": 426, + "IoU": 0.530206858760674, + "TN": 153333, + "TP": 11611, + "n_pred": 12037, + "n_ref": 21473 + }, + "10": { + "Dice": 0.4326486093437557, + "FN": 2916, + "FP": 205, + "IoU": 0.27603804221758294, + "TN": 170921, + "TP": 1190, + "n_pred": 1395, + "n_ref": 4106 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 86, + "IoU": 0.0, + "TN": 175146, + "TP": 0, + "n_pred": 86, + "n_ref": 0 + }, + "12": { + "Dice": 0.05243243243243243, + "FN": 3129, + "FP": 377, + "IoU": 0.026922009436580626, + "TN": 171629, + "TP": 97, + "n_pred": 474, + "n_ref": 3226 + }, + "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": 0.0, + "FN": 0, + "FP": 221, + "IoU": 0.0, + "TN": 175011, + "TP": 0, + "n_pred": 221, + "n_ref": 0 + }, + "3": { + "Dice": 0.932229742088897, + "FN": 1109, + "FP": 1855, + "IoU": 0.8730620985010706, + "TN": 151882, + "TP": 20386, + "n_pred": 22241, + "n_ref": 21495 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 175220, + "TP": 0, + "n_pred": 12, + "n_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": 3, + "FP": 10233, + "IoU": 0.0, + "TN": 164996, + "TP": 0, + "n_pred": 10233, + "n_ref": 3 + }, + "7": { + "Dice": 0.9195187332460569, + "FN": 507, + "FP": 784, + "IoU": 0.8510270020770828, + "TN": 166566, + "TP": 7375, + "n_pred": 8159, + "n_ref": 7882 + }, + "8": { + "Dice": 0.8522146507666098, + "FN": 949, + "FP": 1827, + "IoU": 0.7424860853432282, + "TN": 164452, + "TP": 8004, + "n_pred": 9831, + "n_ref": 8953 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.7483845635120485, + "FN": 28100, + "FP": 1377, + "IoU": 0.5979349101126661, + "TN": 101918, + "TP": 43837, + "n_pred": 45214, + "n_ref": 71937 + }, + "15": { + "Dice": 0.9134116833736605, + "FN": 812, + "FP": 1192, + "IoU": 0.8406235088277397, + "TN": 162658, + "TP": 10570, + "n_pred": 11762, + "n_ref": 11382 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 37, + "IoU": 0.0, + "TN": 175195, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 175176, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 6400, + "FP": 0, + "IoU": 0.0, + "TN": 168832, + "TP": 0, + "n_pred": 0, + "n_ref": 6400 + }, + "11": { + "Dice": 0.47627976748546785, + "FN": 446, + "FP": 2347, + "IoU": 0.31257691361063256, + "TN": 171169, + "TP": 1270, + "n_pred": 3617, + "n_ref": 1716 + }, + "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": 4961, + "FP": 0, + "IoU": 0.0, + "TN": 170271, + "TP": 0, + "n_pred": 0, + "n_ref": 4961 + }, + "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": 77, + "IoU": 0.0, + "TN": 175155, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "2": { + "Dice": 0.8529556166535742, + "FN": 4099, + "FP": 1891, + "IoU": 0.7436116937037196, + "TN": 151869, + "TP": 17373, + "n_pred": 19264, + "n_ref": 21472 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3262, + "IoU": 0.0, + "TN": 171970, + "TP": 0, + "n_pred": 3262, + "n_ref": 0 + }, + "4": { + "Dice": 0.11896851763961398, + "FN": 5528, + "FP": 41, + "IoU": 0.06324642556770395, + "TN": 169287, + "TP": 376, + "n_pred": 417, + "n_ref": 5904 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9163650816894338, + "FN": 938, + "FP": 7058, + "IoU": 0.845640045558966, + "TN": 123431, + "TP": 43805, + "n_pred": 50863, + "n_ref": 44743 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 241, + "IoU": 0.0, + "TN": 174991, + "TP": 0, + "n_pred": 241, + "n_ref": 0 + }, + "8": { + "Dice": 0.8773448773448773, + "FN": 16, + "FP": 69, + "IoU": 0.781491002570694, + "TN": 174843, + "TP": 304, + "n_pred": 373, + "n_ref": 320 + }, + "9": { + "Dice": 0.6986404203853532, + "FN": 2319, + "FP": 4907, + "IoU": 0.5368542494551981, + "TN": 159630, + "TP": 8376, + "n_pred": 13283, + "n_ref": 10695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6261852172745799, + "FN": 30595, + "FP": 38, + "IoU": 0.45580031977260616, + "TN": 118942, + "TP": 25657, + "n_pred": 25695, + "n_ref": 56252 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 2821, + "IoU": 0.0, + "TN": 172411, + "TP": 0, + "n_pred": 2821, + "n_ref": 0 + }, + "3": { + "Dice": 0.9014999359001752, + "FN": 4461, + "FP": 2454, + "IoU": 0.8206644363183693, + "TN": 136673, + "TP": 31644, + "n_pred": 34098, + "n_ref": 36105 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 23306, + "IoU": 0.0, + "TN": 151926, + "TP": 0, + "n_pred": 23306, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0119.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": 10831, + "IoU": 0.0, + "TN": 164401, + "TP": 0, + "n_pred": 10831, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "12": { + "Dice": 0.22009569377990432, + "FN": 156, + "FP": 7, + "IoU": 0.12365591397849462, + "TN": 175046, + "TP": 23, + "n_pred": 30, + "n_ref": 179 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 197, + "IoU": 0.0, + "TN": 175035, + "TP": 0, + "n_pred": 197, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0007417480529113611, + "FN": 7148, + "FP": 935, + "IoU": 0.0003710116250309176, + "TN": 167146, + "TP": 3, + "n_pred": 938, + "n_ref": 7151 + }, + "6": { + "Dice": 0.38921356587363676, + "FN": 6975, + "FP": 6298, + "IoU": 0.2416295280539367, + "TN": 157730, + "TP": 4229, + "n_pred": 10527, + "n_ref": 11204 + }, + "7": { + "Dice": 0.40109693573387384, + "FN": 16107, + "FP": 3985, + "IoU": 0.25085756897837436, + "TN": 148412, + "TP": 6728, + "n_pred": 10713, + "n_ref": 22835 + }, + "8": { + "Dice": 0.9264151427325656, + "FN": 2668, + "FP": 201, + "IoU": 0.8629174829184385, + "TN": 154303, + "TP": 18060, + "n_pred": 18261, + "n_ref": 20728 + }, + "9": { + "Dice": 0.3405328708812865, + "FN": 3486, + "FP": 697, + "IoU": 0.20520615618468555, + "TN": 169969, + "TP": 1080, + "n_pred": 1777, + "n_ref": 4566 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7414768570453104, + "FN": 21055, + "FP": 147, + "IoU": 0.5891642606623132, + "TN": 123625, + "TP": 30405, + "n_pred": 30552, + "n_ref": 51460 + }, + "10": { + "Dice": 0.43373015873015874, + "FN": 12947, + "FP": 1323, + "IoU": 0.2769191791233849, + "TN": 155497, + "TP": 5465, + "n_pred": 6788, + "n_ref": 18412 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5089974293059126, + "FN": 179, + "FP": 12, + "IoU": 0.3413793103448276, + "TN": 174942, + "TP": 99, + "n_pred": 111, + "n_ref": 278 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 452, + "IoU": 0.0, + "TN": 174780, + "TP": 0, + "n_pred": 452, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3788, + "IoU": 0.0, + "TN": 171444, + "TP": 0, + "n_pred": 3788, + "n_ref": 0 + }, + "3": { + "Dice": 0.30296343001261034, + "FN": 14929, + "FP": 2759, + "IoU": 0.17852498606724876, + "TN": 153700, + "TP": 3844, + "n_pred": 6603, + "n_ref": 18773 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 56, + "IoU": 0.0, + "TN": 175176, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "7": { + "Dice": 0.4201865057597367, + "FN": 1045, + "FP": 12, + "IoU": 0.2659722222222222, + "TN": 173792, + "TP": 383, + "n_pred": 395, + "n_ref": 1428 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0226.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.2727974711297767, + "FN": 989.7666666666667, + "FP": 711.8666666666667, + "IoU": 0.2243199750991816, + "TN": 170499.85833333334, + "TP": 3030.508333333333, + "n_pred": 3742.375, + "n_ref": 4020.275 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 776.5, + "FP": 83.5, + "IoU": 0.0, + "TN": 174372.0, + "TP": 0.0, + "n_pred": 83.5, + "n_ref": 776.5 + }, + "10": { + "Dice": 0.3115641716442238, + "FN": 1264.25, + "FP": 1949.0, + "IoU": 0.226951542529104, + "TN": 169318.5, + "TP": 2700.25, + "n_pred": 4649.25, + "n_ref": 3964.5 + }, + "11": { + "Dice": 0.5228387096774193, + "FN": 414.375, + "FP": 47.875, + "IoU": 0.35394828791055205, + "TN": 174516.5, + "TP": 253.25, + "n_pred": 301.125, + "n_ref": 667.625 + }, + "12": { + "Dice": 0.1584207896051974, + "FN": 34.75, + "FP": 142.0, + "IoU": 0.09412114014251781, + "TN": 175015.625, + "TP": 39.625, + "n_pred": 181.625, + "n_ref": 74.375 + }, + "13": { + "Dice": 0.13256429389339566, + "FN": 392.875, + "FP": 469.75, + "IoU": 0.09825912210866, + "TN": 174142.875, + "TP": 226.5, + "n_pred": 696.25, + "n_ref": 619.375 + }, + "14": { + "Dice": 0.0, + "FN": 0.0, + "FP": 30.5, + "IoU": 0.0, + "TN": 175201.5, + "TP": 0.0, + "n_pred": 30.5, + "n_ref": 0.0 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 101.75, + "IoU": 0.0, + "TN": 175130.25, + "TP": 0.0, + "n_pred": 101.75, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.44761064178539905, + "FN": 93.875, + "FP": 175.0, + "IoU": 0.4051586395800046, + "TN": 174519.375, + "TP": 443.75, + "n_pred": 618.75, + "n_ref": 537.625 + }, + "3": { + "Dice": 0.0, + "FN": 82.0, + "FP": 417.875, + "IoU": 0.0, + "TN": 174732.125, + "TP": 0.0, + "n_pred": 417.875, + "n_ref": 82.0 + }, + "4": { + "Dice": 0.3582280410082748, + "FN": 572.25, + "FP": 321.875, + "IoU": 0.31754230298998065, + "TN": 171574.125, + "TP": 2763.75, + "n_pred": 3085.625, + "n_ref": 3336.0 + }, + "5": { + "Dice": 0.0, + "FN": 2947.0, + "FP": 0.0, + "IoU": 0.0, + "TN": 172285.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 2947.0 + }, + "6": { + "Dice": 0.6482344895030859, + "FN": 2767.5, + "FP": 5634.375, + "IoU": 0.6018510667614644, + "TN": 135537.375, + "TP": 31292.75, + "n_pred": 36927.125, + "n_ref": 34060.25 + }, + "7": { + "Dice": 0.44295837875009464, + "FN": 560.375, + "FP": 292.5, + "IoU": 0.34870408211627296, + "TN": 172877.5, + "TP": 1501.625, + "n_pred": 1794.125, + "n_ref": 2062.0 + }, + "8": { + "Dice": 0.7495585515179982, + "FN": 3745.75, + "FP": 119.5, + "IoU": 0.6811833438539012, + "TN": 167647.375, + "TP": 3719.375, + "n_pred": 3838.875, + "n_ref": 7465.125 + }, + "9": { + "Dice": 0.3199839995615622, + "FN": 1195.0, + "FP": 892.5, + "IoU": 0.23708009849526573, + "TN": 170627.75, + "TP": 2516.75, + "n_pred": 3409.25, + "n_ref": 3711.75 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6212, + "FP": 0, + "IoU": 0.0, + "TN": 169020, + "TP": 0, + "n_pred": 0, + "n_ref": 6212 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 78, + "IoU": 0.0, + "TN": 175154, + "TP": 0, + "n_pred": 78, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 364, + "IoU": 0.0, + "TN": 174868, + "TP": 0, + "n_pred": 364, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 225, + "IoU": 0.0, + "TN": 175007, + "TP": 0, + "n_pred": 225, + "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": 1320, + "IoU": 0.0, + "TN": 173912, + "TP": 0, + "n_pred": 1320, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 656, + "FP": 2114, + "IoU": 0.0, + "TN": 172462, + "TP": 0, + "n_pred": 2114, + "n_ref": 656 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 9576, + "FP": 0, + "IoU": 0.0, + "TN": 165656, + "TP": 0, + "n_pred": 0, + "n_ref": 9576 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 7481, + "IoU": 0.0, + "TN": 167751, + "TP": 0, + "n_pred": 7481, + "n_ref": 0 + }, + "7": { + "Dice": 0.608, + "FN": 364, + "FP": 28, + "IoU": 0.4367816091954023, + "TN": 174536, + "TP": 304, + "n_pred": 332, + "n_ref": 668 + }, + "8": { + "Dice": 0.21344227432984497, + "FN": 28037, + "FP": 73, + "IoU": 0.11947124420498684, + "TN": 143308, + "TP": 3814, + "n_pred": 3887, + "n_ref": 31851 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 294, + "IoU": 0.0, + "TN": 174938, + "TP": 0, + "n_pred": 294, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.9346677787044759, + "FN": 1421, + "FP": 1634, + "IoU": 0.877348643006263, + "TN": 150324, + "TP": 21853, + "n_pred": 23487, + "n_ref": 23274 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9489232701667935, + "FN": 1863, + "FP": 2366, + "IoU": 0.9028106542872245, + "TN": 131719, + "TP": 39284, + "n_pred": 41650, + "n_ref": 41147 + }, + "7": { + "Dice": 0.4200522689474935, + "FN": 495, + "FP": 1946, + "IoU": 0.26586466165413536, + "TN": 171907, + "TP": 884, + "n_pred": 2830, + "n_ref": 1379 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.5666666666666667, + "FN": 32, + "FP": 72, + "IoU": 0.3953488372093023, + "TN": 175060, + "TP": 68, + "n_pred": 140, + "n_ref": 100 + }, + "11": { + "Dice": 0.5228387096774193, + "FN": 3315, + "FP": 383, + "IoU": 0.35394828791055205, + "TN": 169508, + "TP": 2026, + "n_pred": 2409, + "n_ref": 5341 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 7, + "IoU": 0.0, + "TN": 175185, + "TP": 0, + "n_pred": 7, + "n_ref": 40 + }, + "13": { + "Dice": 0.0029101491451436886, + "FN": 218, + "FP": 2523, + "IoU": 0.0014571948998178506, + "TN": 172487, + "TP": 4, + "n_pred": 2527, + "n_ref": 222 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8952212835707981, + "FN": 751, + "FP": 80, + "IoU": 0.8103172791600092, + "TN": 170851, + "TP": 3550, + "n_pred": 3630, + "n_ref": 4301 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9168944165372969, + "FN": 9461, + "FP": 4618, + "IoU": 0.8465420458880593, + "TN": 83487, + "TP": 77666, + "n_pred": 82284, + "n_ref": 87127 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 175148, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "8": { + "Dice": 0.8749770515880301, + "FN": 70, + "FP": 611, + "IoU": 0.7777415143603134, + "TN": 172168, + "TP": 2383, + "n_pred": 2994, + "n_ref": 2453 + }, + "9": { + "Dice": 0.7902769624846576, + "FN": 5531, + "FP": 2329, + "IoU": 0.6532709868101813, + "TN": 152563, + "TP": 14809, + "n_pred": 17138, + "n_ref": 20340 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 147, + "IoU": 0.0, + "TN": 175085, + "TP": 0, + "n_pred": 147, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "FN": 0, + "FP": 814, + "IoU": 0.0, + "TN": 174418, + "TP": 0, + "n_pred": 814, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 458, + "IoU": 0.0, + "TN": 174774, + "TP": 0, + "n_pred": 458, + "n_ref": 0 + }, + "10": { + "Dice": 0.667240319606638, + "FN": 1116, + "FP": 1591, + "IoU": 0.5006456373362849, + "TN": 169811, + "TP": 2714, + "n_pred": 4305, + "n_ref": 3830 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.004268943436499467, + "FN": 1866, + "FP": 0, + "IoU": 0.0021390374331550803, + "TN": 173362, + "TP": 4, + "n_pred": 4, + "n_ref": 1870 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.14001634432034868, + "FN": 3157, + "FP": 0, + "IoU": 0.07527826596367897, + "TN": 171818, + "TP": 257, + "n_pred": 257, + "n_ref": 3414 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9494335206165903, + "FN": 4894, + "FP": 8759, + "IoU": 0.9037348318726336, + "TN": 33405, + "TP": 128174, + "n_pred": 136933, + "n_ref": 133068 + }, + "7": { + "Dice": 0.7373853211009175, + "FN": 1760, + "FP": 72, + "IoU": 0.584014532243415, + "TN": 170828, + "TP": 2572, + "n_pred": 2644, + "n_ref": 4332 + }, + "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": 64, + "IoU": 0.0, + "TN": 175168, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 210, + "IoU": 0.0, + "TN": 175022, + "TP": 0, + "n_pred": 210, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1079, + "IoU": 0.0, + "TN": 174153, + "TP": 0, + "n_pred": 1079, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "FN": 0, + "FP": 1229, + "IoU": 0.0, + "TN": 174003, + "TP": 0, + "n_pred": 1229, + "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": 14000, + "FP": 0, + "IoU": 0.0, + "TN": 161232, + "TP": 0, + "n_pred": 0, + "n_ref": 14000 + }, + "6": { + "Dice": 0.13471568100641654, + "FN": 5543, + "FP": 21832, + "IoU": 0.07222259879346574, + "TN": 145726, + "TP": 2131, + "n_pred": 23963, + "n_ref": 7674 + }, + "7": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 175150, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "8": { + "Dice": 0.9604699547179048, + "FN": 1278, + "FP": 14, + "IoU": 0.9239463150459147, + "TN": 158244, + "TP": 15696, + "n_pred": 15710, + "n_ref": 16974 + }, + "9": { + "Dice": 0.5619650167473018, + "FN": 3786, + "FP": 4453, + "IoU": 0.39078674948240166, + "TN": 161708, + "TP": 5285, + "n_pred": 9738, + "n_ref": 9071 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.635478043592038, + "FN": 8966, + "FP": 12625, + "IoU": 0.46571478062903665, + "TN": 134821, + "TP": 18820, + "n_pred": 31445, + "n_ref": 27786 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3168415792103948, + "FN": 238, + "FP": 1129, + "IoU": 0.18824228028503562, + "TN": 173548, + "TP": 317, + "n_pred": 1446, + "n_ref": 555 + }, + "13": { + "Dice": 0.6556423768853352, + "FN": 1059, + "FP": 836, + "IoU": 0.4876993782103271, + "TN": 171533, + "TP": 1804, + "n_pred": 2640, + "n_ref": 2863 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 941, + "IoU": 0.0, + "TN": 174291, + "TP": 0, + "n_pred": 941, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9394400486914182, + "FN": 379, + "FP": 19, + "IoU": 0.8857962697274031, + "TN": 171747, + "TP": 3087, + "n_pred": 3106, + "n_ref": 3466 + }, + "7": { + "Dice": 0.892312682452157, + "FN": 1782, + "FP": 210, + "IoU": 0.8055636896046852, + "TN": 164987, + "TP": 8253, + "n_pred": 8463, + "n_ref": 10035 + }, + "8": { + "Dice": 0.9493449254362133, + "FN": 581, + "FP": 258, + "IoU": 0.9035743018043902, + "TN": 166531, + "TP": 7862, + "n_pred": 8120, + "n_ref": 8443 + }, + "9": { + "Dice": 0.2476780185758514, + "FN": 243, + "FP": 0, + "IoU": 0.1413427561837456, + "TN": 174949, + "TP": 40, + "n_pred": 40, + "n_ref": 283 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0383.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": NaN, + "FN": 1673.2666666666667, + "FP": 922.0833333333334, + "IoU": NaN, + "TN": 169883.83333333334, + "TP": 2752.8166666666666, + "n_pred": 3674.9, + "n_ref": 4426.083333333333 + }, + "mean": { + "1": { + "Dice": 0.2044200667179882, + "FN": 304.875, + "FP": 1933.0, + "IoU": 0.17289744981009225, + "TN": 172197.5, + "TP": 796.625, + "n_pred": 2729.625, + "n_ref": 1101.5 + }, + "10": { + "Dice": 0.38636903903248726, + "FN": 3458.375, + "FP": 695.5, + "IoU": 0.2711266486582354, + "TN": 169248.75, + "TP": 1829.375, + "n_pred": 2524.875, + "n_ref": 5287.75 + }, + "11": { + "Dice": 0.0, + "FN": 0.375, + "FP": 4.25, + "IoU": 0.0, + "TN": 175227.375, + "TP": 0.0, + "n_pred": 4.25, + "n_ref": 0.375 + }, + "12": { + "Dice": 0.3267799448056199, + "FN": 878.625, + "FP": 180.875, + "IoU": 0.19615973836629622, + "TN": 173930.125, + "TP": 242.375, + "n_pred": 423.25, + "n_ref": 1121.0 + }, + "13": { + "Dice": 0.13147351933202414, + "FN": 2757.375, + "FP": 134.75, + "IoU": 0.08415887974304688, + "TN": 171508.875, + "TP": 831.0, + "n_pred": 965.75, + "n_ref": 3588.375 + }, + "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": 0.0, + "FN": 0.0, + "FP": 46.75, + "IoU": 0.0, + "TN": 175185.25, + "TP": 0.0, + "n_pred": 46.75, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.0, + "FN": 0.0, + "FP": 5121.75, + "IoU": 0.0, + "TN": 170110.25, + "TP": 0.0, + "n_pred": 5121.75, + "n_ref": 0.0 + }, + "3": { + "Dice": 0.6692132887404635, + "FN": 6586.75, + "FP": 402.75, + "IoU": 0.5726218248051096, + "TN": 158059.375, + "TP": 10183.125, + "n_pred": 10585.875, + "n_ref": 16769.875 + }, + "4": { + "Dice": 0.27963759213759215, + "FN": 27.25, + "FP": 535.75, + "IoU": 0.2408411585769078, + "TN": 173986.125, + "TP": 682.875, + "n_pred": 1218.625, + "n_ref": 710.125 + }, + "5": { + "Dice": 0.024007651841224293, + "FN": 844.875, + "FP": 399.5, + "IoU": 0.012299098392787143, + "TN": 173956.25, + "TP": 31.375, + "n_pred": 430.875, + "n_ref": 876.25 + }, + "6": { + "Dice": 0.5841059881505138, + "FN": 2756.125, + "FP": 2236.5, + "IoU": 0.498519338585593, + "TN": 159383.5, + "TP": 10855.875, + "n_pred": 13092.375, + "n_ref": 13612.0 + }, + "7": { + "Dice": 0.6443855256147779, + "FN": 4360.25, + "FP": 1254.5, + "IoU": 0.4953818099754909, + "TN": 162878.5, + "TP": 6738.75, + "n_pred": 7993.25, + "n_ref": 11099.0 + }, + "8": { + "Dice": 0.8182286229669794, + "FN": 1454.625, + "FP": 535.625, + "IoU": 0.7257718571071402, + "TN": 165121.875, + "TP": 8119.875, + "n_pred": 8655.5, + "n_ref": 9574.5 + }, + "9": { + "Dice": 0.33877494603975783, + "FN": 1669.5, + "FP": 349.75, + "IoU": 0.23277369801670802, + "TN": 172231.75, + "TP": 981.0, + "n_pred": 1330.75, + "n_ref": 2650.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8176802668719528, + "FN": 2439, + "FP": 403, + "IoU": 0.691589799240369, + "TN": 166017, + "TP": 6373, + "n_pred": 6776, + "n_ref": 8812 + }, + "10": { + "Dice": 0.5172063307681138, + "FN": 1110, + "FP": 2215, + "IoU": 0.34880532706619666, + "TN": 170126, + "TP": 1781, + "n_pred": 3996, + "n_ref": 2891 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3873581847649919, + "FN": 969, + "FP": 543, + "IoU": 0.24020100502512562, + "TN": 173242, + "TP": 478, + "n_pred": 1021, + "n_ref": 1447 + }, + "13": { + "Dice": 0.0, + "FN": 60, + "FP": 0, + "IoU": 0.0, + "TN": 175172, + "TP": 0, + "n_pred": 0, + "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": 0.0, + "FN": 0, + "FP": 6921, + "IoU": 0.0, + "TN": 168311, + "TP": 0, + "n_pred": 6921, + "n_ref": 0 + }, + "3": { + "Dice": 0.8634221965528771, + "FN": 11627, + "FP": 1852, + "IoU": 0.7596683605242043, + "TN": 119147, + "TP": 42606, + "n_pred": 44458, + "n_ref": 54233 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 1986, + "IoU": 0.0, + "TN": 173246, + "TP": 0, + "n_pred": 1986, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.45714285714285713, + "FN": 19, + "FP": 0, + "IoU": 0.2962962962962963, + "TN": 175205, + "TP": 8, + "n_pred": 8, + "n_ref": 27 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9277, + "IoU": 0.0, + "TN": 165955, + "TP": 0, + "n_pred": 9277, + "n_ref": 0 + }, + "10": { + "Dice": 0.3745542866001757, + "FN": 10646, + "FP": 1457, + "IoU": 0.23043174159089463, + "TN": 159505, + "TP": 3624, + "n_pred": 5081, + "n_ref": 14270 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1062, + "IoU": 0.0, + "TN": 174170, + "TP": 0, + "n_pred": 1062, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5973440604856298, + "FN": 16321, + "FP": 295, + "IoU": 0.4258664178846619, + "TN": 146291, + "TP": 12325, + "n_pred": 12620, + "n_ref": 28646 + }, + "7": { + "Dice": 0.5839990253920186, + "FN": 23083, + "FP": 820, + "IoU": 0.4124284063813574, + "TN": 134551, + "TP": 16778, + "n_pred": 17598, + "n_ref": 39861 + }, + "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_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 354, + "IoU": 0.0, + "TN": 174878, + "TP": 0, + "n_pred": 354, + "n_ref": 0 + }, + "10": { + "Dice": 0.638235294117647, + "FN": 193, + "FP": 53, + "IoU": 0.468682505399568, + "TN": 174769, + "TP": 217, + "n_pred": 270, + "n_ref": 410 + }, + "11": { + "Dice": 0.0, + "FN": 3, + "FP": 19, + "IoU": 0.0, + "TN": 175210, + "TP": 0, + "n_pred": 19, + "n_ref": 3 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5067238529240942, + "FN": 10612, + "FP": 429, + "IoU": 0.33933700335088557, + "TN": 158520, + "TP": 5671, + "n_pred": 6100, + "n_ref": 16283 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8389127764127764, + "FN": 218, + "FP": 1880, + "IoU": 0.7225234757307234, + "TN": 167671, + "TP": 5463, + "n_pred": 7343, + "n_ref": 5681 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9326659067254796, + "FN": 2902, + "FP": 3891, + "IoU": 0.8738275227994576, + "TN": 121393, + "TP": 47046, + "n_pred": 50937, + "n_ref": 49948 + }, + "7": { + "Dice": 0.6844698516401252, + "FN": 2968, + "FP": 8623, + "IoU": 0.5202996316682531, + "TN": 151069, + "TP": 12572, + "n_pred": 21195, + "n_ref": 15540 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.697692608525616, + "FN": 108, + "FP": 665, + "IoU": 0.5357357357357357, + "TN": 173567, + "TP": 892, + "n_pred": 1557, + "n_ref": 1000 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.0, + "FN": 0, + "FP": 356, + "IoU": 0.0, + "TN": 174876, + "TP": 0, + "n_pred": 356, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 795, + "IoU": 0.0, + "TN": 174437, + "TP": 0, + "n_pred": 795, + "n_ref": 0 + }, + "5": { + "Dice": 0.048015303682448586, + "FN": 6759, + "FP": 3194, + "IoU": 0.024598196785574285, + "TN": 165028, + "TP": 251, + "n_pred": 3445, + "n_ref": 7010 + }, + "6": { + "Dice": 0.7826015220574587, + "FN": 2205, + "FP": 8336, + "IoU": 0.6428474622213187, + "TN": 145718, + "TP": 18973, + "n_pred": 27309, + "n_ref": 21178 + }, + "7": { + "Dice": 0.6961022499207774, + "FN": 2800, + "FP": 77, + "IoU": 0.5338626053143227, + "TN": 169060, + "TP": 3295, + "n_pred": 3372, + "n_ref": 6095 + }, + "8": { + "Dice": 0.7469028780380166, + "FN": 7997, + "FP": 32, + "IoU": 0.5960454819883276, + "TN": 155356, + "TP": 11847, + "n_pred": 11879, + "n_ref": 19844 + }, + "9": { + "Dice": 0.5067315208894293, + "FN": 11348, + "FP": 10, + "IoU": 0.3393438808748255, + "TN": 158040, + "TP": 5834, + "n_pred": 5844, + "n_ref": 17182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.01883512025499855, + "FN": 6222, + "FP": 550, + "IoU": 0.009507093754570718, + "TN": 168395, + "TP": 65, + "n_pred": 615, + "n_ref": 6287 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.15064374373602651, + "FN": 10724, + "FP": 293, + "IoU": 0.08145739536434884, + "TN": 163238, + "TP": 977, + "n_pred": 1270, + "n_ref": 11701 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8532841328413284, + "FN": 1574, + "FP": 2402, + "IoU": 0.7441112112240957, + "TN": 159694, + "TP": 11562, + "n_pred": 13964, + "n_ref": 13136 + }, + "9": { + "Dice": 0.3604183427192277, + "FN": 1874, + "FP": 2101, + "IoU": 0.2198233562315996, + "TN": 170137, + "TP": 1120, + "n_pred": 3221, + "n_ref": 2994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5430, + "IoU": 0.0, + "TN": 169802, + "TP": 0, + "n_pred": 5430, + "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": 0.0, + "FN": 0, + "FP": 374, + "IoU": 0.0, + "TN": 174858, + "TP": 0, + "n_pred": 374, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 23673, + "IoU": 0.0, + "TN": 151559, + "TP": 0, + "n_pred": 23673, + "n_ref": 0 + }, + "3": { + "Dice": 0.7080798543854697, + "FN": 28721, + "FP": 1270, + "IoU": 0.5480832981737086, + "TN": 108868, + "TP": 36373, + "n_pred": 37643, + "n_ref": 65094 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9425947187141217, + "FN": 24, + "FP": 76, + "IoU": 0.8914223669923995, + "TN": 174311, + "TP": 821, + "n_pred": 897, + "n_ref": 845 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.7184792312135693, + "FN": 4439, + "FP": 922, + "IoU": 0.560645795771185, + "TN": 163030, + "TP": 6841, + "n_pred": 7763, + "n_ref": 11280 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": 0.2814108674928503, + "FN": 3504, + "FP": 265, + "IoU": 0.16374528511204792, + "TN": 170725, + "TP": 738, + "n_pred": 1003, + "n_ref": 4242 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 9318, + "IoU": 0.0, + "TN": 165914, + "TP": 0, + "n_pred": 9318, + "n_ref": 0 + }, + "3": { + "Dice": 0.16048623915864235, + "FN": 12288, + "FP": 5, + "IoU": 0.08724383724383725, + "TN": 161764, + "TP": 1175, + "n_pred": 1180, + "n_ref": 13463 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1611, + "IoU": 0.0, + "TN": 173621, + "TP": 0, + "n_pred": 1611, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.23681125439624853, + "FN": 86, + "FP": 3169, + "IoU": 0.13430851063829788, + "TN": 171472, + "TP": 505, + "n_pred": 3674, + "n_ref": 591 + }, + "7": { + "Dice": 0.8702597269274202, + "FN": 5803, + "FP": 516, + "IoU": 0.7703184065135213, + "TN": 147720, + "TP": 21193, + "n_pred": 21709, + "n_ref": 26996 + }, + "8": { + "Dice": 0.9525306507387614, + "FN": 360, + "FP": 999, + "IoU": 0.9093637454981993, + "TN": 160238, + "TP": 13635, + "n_pred": 14634, + "n_ref": 13995 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.4372730102729065, + "FN": 5057, + "FP": 366, + "IoU": 0.2798140770252324, + "TN": 167702, + "TP": 2107, + "n_pred": 2473, + "n_ref": 7164 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 175218, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "12": { + "Dice": 0.31157078215901746, + "FN": 2556, + "FP": 639, + "IoU": 0.18453292496171517, + "TN": 171314, + "TP": 723, + "n_pred": 1362, + "n_ref": 3279 + }, + "13": { + "Dice": 0.0, + "FN": 663, + "FP": 0, + "IoU": 0.0, + "TN": 174569, + "TP": 0, + "n_pred": 0, + "n_ref": 663 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9448648648648649, + "FN": 58, + "FP": 95, + "IoU": 0.8954918032786885, + "TN": 173768, + "TP": 1311, + "n_pred": 1406, + "n_ref": 1369 + }, + "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": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "6": { + "Dice": 0.9552131852382658, + "FN": 535, + "FP": 215, + "IoU": 0.9142661179698217, + "TN": 166484, + "TP": 7998, + "n_pred": 8213, + "n_ref": 8533 + }, + "7": { + "Dice": 0.3870967741935484, + "FN": 228, + "FP": 0, + "IoU": 0.24, + "TN": 174932, + "TP": 72, + "n_pred": 72, + "n_ref": 300 + }, + "8": { + "Dice": 0.9569165003267917, + "FN": 1663, + "FP": 776, + "IoU": 0.9173920406435224, + "TN": 145707, + "TP": 27086, + "n_pred": 27862, + "n_ref": 28749 + }, + "9": { + "Dice": 0.12903225806451613, + "FN": 26, + "FP": 1, + "IoU": 0.06896551724137931, + "TN": 175203, + "TP": 2, + "n_pred": 3, + "n_ref": 28 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0378.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": NaN, + "FN": 1409.0, + "FP": 716.4916666666667, + "IoU": NaN, + "TN": 171225.8, + "TP": 1880.7083333333333, + "n_pred": 2597.2, + "n_ref": 3289.7083333333335 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1321.5, + "IoU": 0.0, + "TN": 173910.5, + "TP": 0.0, + "n_pred": 1321.5, + "n_ref": 0.0 + }, + "10": { + "Dice": 0.5370833333333334, + "FN": 234.0, + "FP": 43.75, + "IoU": 0.3671318712617488, + "TN": 174793.125, + "TP": 161.125, + "n_pred": 204.875, + "n_ref": 395.125 + }, + "11": { + "Dice": 0.7485014334115194, + "FN": 69.0, + "FP": 51.625, + "IoU": 0.5980841316118284, + "TN": 174931.875, + "TP": 179.5, + "n_pred": 231.125, + "n_ref": 248.5 + }, + "12": { + "Dice": 0.0, + "FN": 61.0, + "FP": 9.875, + "IoU": 0.0, + "TN": 175161.125, + "TP": 0.0, + "n_pred": 9.875, + "n_ref": 61.0 + }, + "13": { + "Dice": 0.2751465416178195, + "FN": 443.5, + "FP": 38.125, + "IoU": 0.1897945980915413, + "TN": 174457.0, + "TP": 293.375, + "n_pred": 331.5, + "n_ref": 736.875 + }, + "14": { + "Dice": 0.22916231460204722, + "FN": 327.75, + "FP": 988.625, + "IoU": 0.14864498644986449, + "TN": 173367.125, + "TP": 548.5, + "n_pred": 1537.125, + "n_ref": 876.25 + }, + "15": { + "Dice": 9.885574475446704e-05, + "FN": 5050.0, + "FP": 7.375, + "IoU": 4.943031561256519e-05, + "TN": 170174.375, + "TP": 0.25, + "n_pred": 7.625, + "n_ref": 5050.25 + }, + "2": { + "Dice": 0.0, + "FN": 4279.0, + "FP": 1.125, + "IoU": 0.0, + "TN": 170951.875, + "TP": 0.0, + "n_pred": 1.125, + "n_ref": 4279.0 + }, + "3": { + "Dice": 0.45778251599147124, + "FN": 36.5, + "FP": 4417.5, + "IoU": 0.4221392056626032, + "TN": 170509.625, + "TP": 268.375, + "n_pred": 4685.875, + "n_ref": 304.875 + }, + "4": { + "Dice": 0.4557658933593984, + "FN": 508.75, + "FP": 1187.0, + "IoU": 0.4187222812740534, + "TN": 170680.25, + "TP": 2856.0, + "n_pred": 4043.0, + "n_ref": 3364.75 + }, + "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": 0.7970399598095261, + "FN": 4369.125, + "FP": 1999.75, + "IoU": 0.6753290907660509, + "TN": 152724.375, + "TP": 16138.75, + "n_pred": 18138.5, + "n_ref": 20507.875 + }, + "7": { + "Dice": 0.6267425231084139, + "FN": 4366.125, + "FP": 106.5, + "IoU": 0.5089095718191757, + "TN": 165233.25, + "TP": 5526.125, + "n_pred": 5632.625, + "n_ref": 9892.25 + }, + "8": { + "Dice": 0.8576603949982471, + "FN": 446.25, + "FP": 162.75, + "IoU": 0.7507928388746803, + "TN": 172788.25, + "TP": 1834.75, + "n_pred": 1997.5, + "n_ref": 2281.0 + }, + "9": { + "Dice": 0.20231230801063205, + "FN": 944.0, + "FP": 411.875, + "IoU": 0.12472282422679226, + "TN": 173472.25, + "TP": 403.875, + "n_pred": 815.75, + "n_ref": 1347.875 + } + }, + "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": 0.0, + "FN": 17, + "FP": 0, + "IoU": 0.0, + "TN": 175215, + "TP": 0, + "n_pred": 0, + "n_ref": 17 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9115317867187968, + "FN": 4070, + "FP": 365, + "IoU": 0.8374445625481068, + "TN": 147949, + "TP": 22848, + "n_pred": 23213, + "n_ref": 26918 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9485167409601664, + "FN": 1274, + "FP": 2341, + "IoU": 0.9020749810380323, + "TN": 138316, + "TP": 33301, + "n_pred": 35642, + "n_ref": 34575 + }, + "7": { + "Dice": 0.9373253727831534, + "FN": 1422, + "FP": 709, + "IoU": 0.882043617845677, + "TN": 157166, + "TP": 15935, + "n_pred": 16644, + "n_ref": 17357 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.0, + "FN": 0, + "FP": 9131, + "IoU": 0.0, + "TN": 166101, + "TP": 0, + "n_pred": 9131, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.658549435110929, + "FN": 9187, + "FP": 8312, + "IoU": 0.4909233723162856, + "TN": 140858, + "TP": 16875, + "n_pred": 25187, + "n_ref": 26062 + }, + "7": { + "Dice": 0.6282355298754216, + "FN": 33324, + "FP": 69, + "IoU": 0.45797623685235683, + "TN": 113624, + "TP": 28215, + "n_pred": 28284, + "n_ref": 61539 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.5370833333333334, + "FN": 1872, + "FP": 350, + "IoU": 0.3671318712617488, + "TN": 171721, + "TP": 1289, + "n_pred": 1639, + "n_ref": 3161 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 488, + "FP": 79, + "IoU": 0.0, + "TN": 174665, + "TP": 0, + "n_pred": 79, + "n_ref": 488 + }, + "13": { + "Dice": 0.550293083235639, + "FN": 3531, + "FP": 305, + "IoU": 0.3795891961830826, + "TN": 169049, + "TP": 2347, + "n_pred": 2652, + "n_ref": 5878 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 0.9155650319829425, + "FN": 292, + "FP": 104, + "IoU": 0.8442784113252064, + "TN": 172689, + "TP": 2147, + "n_pred": 2251, + "n_ref": 2439 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.31466666666666665, + "FN": 183, + "FP": 74, + "IoU": 0.18670886075949367, + "TN": 174916, + "TP": 59, + "n_pred": 133, + "n_ref": 242 + }, + "8": { + "Dice": 0.8576603949982471, + "FN": 3570, + "FP": 1302, + "IoU": 0.7507928388746803, + "TN": 155682, + "TP": 14678, + "n_pred": 15980, + "n_ref": 18248 + }, + "9": { + "Dice": 0.1623931623931624, + "FN": 2462, + "FP": 86, + "IoU": 0.08837209302325581, + "TN": 172437, + "TP": 247, + "n_pred": 333, + "n_ref": 2709 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 904, + "IoU": 0.0, + "TN": 174328, + "TP": 0, + "n_pred": 904, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7485014334115194, + "FN": 552, + "FP": 413, + "IoU": 0.5980841316118284, + "TN": 172831, + "TP": 1436, + "n_pred": 1849, + "n_ref": 1988 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7835458409228901, + "FN": 7513, + "FP": 5321, + "IoU": 0.6441227851260295, + "TN": 139169, + "TP": 23229, + "n_pred": 28550, + "n_ref": 30742 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.4445437616387337, + "FN": 5090, + "FP": 2367, + "IoU": 0.28579637965712096, + "TN": 164791, + "TP": 2984, + "n_pred": 5351, + "n_ref": 8074 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.45832462920409445, + "FN": 2622, + "FP": 7750, + "IoU": 0.29728997289972897, + "TN": 160472, + "TP": 4388, + "n_pred": 12138, + "n_ref": 7010 + }, + "15": { + "Dice": 9.885574475446704e-05, + "FN": 40400, + "FP": 59, + "IoU": 4.943031561256519e-05, + "TN": 134771, + "TP": 2, + "n_pred": 61, + "n_ref": 40402 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.0, + "FN": 0, + "FP": 159, + "IoU": 0.0, + "TN": 175073, + "TP": 0, + "n_pred": 159, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1288, + "IoU": 0.0, + "TN": 173944, + "TP": 0, + "n_pred": 1288, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 34232, + "FP": 0, + "IoU": 0.0, + "TN": 141000, + "TP": 0, + "n_pred": 0, + "n_ref": 34232 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 35236, + "IoU": 0.0, + "TN": 139996, + "TP": 0, + "n_pred": 35236, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7202859696157283, + "FN": 1565, + "FP": 0, + "IoU": 0.5628491620111732, + "TN": 171652, + "TP": 2015, + "n_pred": 2015, + "n_ref": 3580 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8380, + "IoU": 0.0, + "TN": 166852, + "TP": 0, + "n_pred": 8380, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8743018124379163, + "FN": 15414, + "FP": 24, + "IoU": 0.7766751533387339, + "TN": 106104, + "TP": 53690, + "n_pred": 53714, + "n_ref": 69104 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 842, + "IoU": 0.0, + "TN": 174390, + "TP": 0, + "n_pred": 842, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850434/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 1544.6816666666666, + "FP": 964.7133333333334, + "IoU": NaN, + "TN": 170194.93833333332, + "TP": 2527.666666666667, + "n_pred": 3492.3799999999997, + "n_ref": 4072.348333333333 + }, + "mean": { + "1": { + "Dice": 0.1761337423175548, + "FN": 2785.8, + "FP": 948.6, + "IoU": 0.13710316061569972, + "TN": 168678.45, + "TP": 2819.15, + "n_pred": 3767.75, + "n_ref": 5604.95 + }, + "10": { + "Dice": 0.35612217566151827, + "FN": 1719.25, + "FP": 1076.45, + "IoU": 0.2522977137630721, + "TN": 171222.35, + "TP": 1213.95, + "n_pred": 2290.4, + "n_ref": 2933.2 + }, + "11": { + "Dice": 0.3858822991683633, + "FN": 162.075, + "FP": 91.075, + "IoU": 0.2777892552470902, + "TN": 174828.825, + "TP": 150.025, + "n_pred": 241.1, + "n_ref": 312.1 + }, + "12": { + "Dice": 0.13611642465807594, + "FN": 281.475, + "FP": 91.925, + "IoU": 0.08265403738975793, + "TN": 174796.725, + "TP": 61.875, + "n_pred": 153.8, + "n_ref": 343.35 + }, + "13": { + "Dice": 0.15789183015124847, + "FN": 1499.225, + "FP": 247.725, + "IoU": 0.10650254099973169, + "TN": 172918.475, + "TP": 566.575, + "n_pred": 814.3, + "n_ref": 2065.8 + }, + "14": { + "Dice": NaN, + "FN": 976.925, + "FP": 751.675, + "IoU": NaN, + "TN": 170933.775, + "TP": 2569.625, + "n_pred": 3321.3, + "n_ref": 3546.55 + }, + "15": { + "Dice": 0.1329788420688685, + "FN": 1646.65, + "FP": 524.8, + "IoU": 0.10645948450217604, + "TN": 172162.15, + "TP": 898.4, + "n_pred": 1423.2, + "n_ref": 2545.05 + }, + "2": { + "Dice": 0.13961898426556169, + "FN": 3561.55, + "FP": 1400.7, + "IoU": 0.12213179010878475, + "TN": 169711.0, + "TP": 558.75, + "n_pred": 1959.45, + "n_ref": 4120.3 + }, + "3": { + "Dice": 0.3725156616069151, + "FN": 2044.8, + "FP": 2627.05, + "IoU": 0.32629141471395207, + "TN": 166670.675, + "TP": 3889.475, + "n_pred": 6516.525, + "n_ref": 5934.275 + }, + "4": { + "Dice": 0.2877872426802522, + "FN": 406.6, + "FP": 476.025, + "IoU": 0.25607952450491167, + "TN": 172589.675, + "TP": 1759.7, + "n_pred": 2235.725, + "n_ref": 2166.3 + }, + "5": { + "Dice": NaN, + "FN": 937.075, + "FP": 103.7, + "IoU": NaN, + "TN": 174184.875, + "TP": 6.35, + "n_pred": 110.05, + "n_ref": 943.425 + }, + "6": { + "Dice": 0.5542834049455188, + "FN": 2322.85, + "FP": 4649.075, + "IoU": 0.49128027259178886, + "TN": 152883.025, + "TP": 15377.05, + "n_pred": 20026.125, + "n_ref": 17699.9 + }, + "7": { + "Dice": 0.42726418729905885, + "FN": 2308.7, + "FP": 698.575, + "IoU": 0.33440427360420416, + "TN": 169109.025, + "TP": 3115.7, + "n_pred": 3814.275, + "n_ref": 5424.4 + }, + "8": { + "Dice": NaN, + "FN": 1389.55, + "FP": 296.025, + "IoU": NaN, + "TN": 169800.325, + "TP": 3746.1, + "n_pred": 4042.125, + "n_ref": 5135.65 + }, + "9": { + "Dice": 0.3686296133360611, + "FN": 1127.7, + "FP": 487.3, + "IoU": 0.27712703591144316, + "TN": 172434.725, + "TP": 1182.275, + "n_pred": 1669.575, + "n_ref": 2309.975 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/loop_001/summary.json b/nnActive_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a6c4ba5f1a054e92344bf4b1e37ec0b5a76edc1d --- /dev/null +++ b/nnActive_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.44994462298075527, + "FN": 70445.32933333333, + "FP": 45929.50666666667, + "IoU": 0.32835669679225055, + "TN": 96224440.80266666, + "TP": 116145.20133333333, + "n_pred": 162074.70799999998, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.567890143747407, + "FN": 79437.8, + "FP": 79818.24, + "IoU": 0.41898637215549883, + "TN": 96182854.46, + "TP": 114850.34, + "n_pred": 194668.58, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.43985617918184583, + "FN": 42914.66, + "FP": 28234.66, + "IoU": 0.29988409683799233, + "TN": 96354503.62, + "TP": 31307.9, + "n_pred": 59542.56, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.45227063418052216, + "FN": 2351.86, + "FP": 443.74, + "IoU": 0.3153106865795802, + "TN": 96452816.72, + "TP": 1348.52, + "n_pred": 1792.26, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.30460392376312023, + "FN": 3296.06, + "FP": 321.32, + "IoU": 0.1994121007551357, + "TN": 96452402.86, + "TP": 940.6, + "n_pred": 1261.92, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.2119587432675015, + "FN": 49259.24, + "FP": 8183.88, + "IoU": 0.12662856437944794, + "TN": 96390918.82, + "TP": 8598.9, + "n_pred": 16782.78, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.5240728862142786, + "FN": 90424.08, + "FP": 9152.58, + "IoU": 0.4034730417852385, + "TN": 96309450.12, + "TP": 47934.06, + "n_pred": 57086.64, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.3151432334990378, + "FN": 41009.26, + "FP": 6534.8, + "IoU": 0.21278158173148662, + "TN": 96396379.0, + "TP": 13037.78, + "n_pred": 19572.58, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.32372851718758006, + "FN": 115680.6, + "FP": 21100.94, + "IoU": 0.2176082189661379, + "TN": 96279018.2, + "TP": 41161.1, + "n_pred": 62262.04, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.5496306863199032, + "FN": 62033.38, + "FP": 91394.44, + "IoU": 0.3934510064571881, + "TN": 96202163.82, + "TP": 101369.2, + "n_pred": 192763.64, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.4753574330874548, + "FN": 12521.46, + "FP": 12906.82, + "IoU": 0.3573071462894666, + "TN": 96417476.52, + "TP": 14056.04, + "n_pred": 26962.86, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.15641853425318925, + "FN": 15450.56, + "FP": 978.54, + "IoU": 0.10147976493653285, + "TN": 96438830.14, + "TP": 1701.6, + "n_pred": 2680.14, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8086521014731849, + "FN": 214461.7, + "FP": 329968.08, + "IoU": 0.6909160331257682, + "TN": 94767769.14, + "TP": 1144761.92, + "n_pred": 1474730.0, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.4417956504646478, + "FN": 220535.4, + "FP": 68468.24, + "IoU": 0.30815167010654787, + "TN": 96049567.94, + "TP": 118389.26, + "n_pred": 186857.5, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.6981118729069783, + "FN": 56995.8, + "FP": 23880.46, + "IoU": 0.5502727231083846, + "TN": 96300711.2, + "TP": 75373.38, + "n_pred": 99253.84, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.47967880516467803, + "FN": 50308.08, + "FP": 7555.86, + "IoU": 0.3296874446693516, + "TN": 96371749.48, + "TP": 27347.42, + "n_pred": 34903.28, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.4364819790003764, + "FN": 25429, + "FP": 148245, + "IoU": 0.2791665801979787, + "TN": 119352385, + "TP": 67261, + "n_pred": 215506, + "n_ref": 92690 + }, + "10": { + "Dice": 0.5645136606446629, + "FN": 36604, + "FP": 23153, + "IoU": 0.39325603119161723, + "TN": 119494832, + "TP": 38731, + "n_pred": 61884, + "n_ref": 75335 + }, + "11": { + "Dice": 0.47408026755852845, + "FN": 2412, + "FP": 104, + "IoU": 0.31068493150684934, + "TN": 119589670, + "TP": 1134, + "n_pred": 1238, + "n_ref": 3546 + }, + "12": { + "Dice": 0.3178061607813674, + "FN": 3619, + "FP": 13, + "IoU": 0.18892362661902634, + "TN": 119588842, + "TP": 846, + "n_pred": 859, + "n_ref": 4465 + }, + "13": { + "Dice": 0.11175305381313964, + "FN": 48695, + "FP": 15877, + "IoU": 0.05918349506075706, + "TN": 119524686, + "TP": 4062, + "n_pred": 19939, + "n_ref": 52757 + }, + "14": { + "Dice": 0.2729275064131732, + "FN": 206098, + "FP": 14410, + "IoU": 0.1580289810802039, + "TN": 119331425, + "TP": 41387, + "n_pred": 55797, + "n_ref": 247485 + }, + "15": { + "Dice": 0.06548754901123105, + "FN": 29414, + "FP": 69021, + "IoU": 0.033852224097993794, + "TN": 119491436, + "TP": 3449, + "n_pred": 72470, + "n_ref": 32863 + }, + "2": { + "Dice": 0.14559451199855578, + "FN": 129507, + "FP": 3013, + "IoU": 0.07851277023315324, + "TN": 119449509, + "TP": 11291, + "n_pred": 14304, + "n_ref": 140798 + }, + "3": { + "Dice": 0.6113251577473932, + "FN": 16866, + "FP": 178337, + "IoU": 0.44022195775920164, + "TN": 119244605, + "TP": 153512, + "n_pred": 331849, + "n_ref": 170378 + }, + "4": { + "Dice": 0.6195635181190007, + "FN": 38073, + "FP": 10597, + "IoU": 0.4488171141889673, + "TN": 119505019, + "TP": 39631, + "n_pred": 50228, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0006558158945924998, + "FN": 64242, + "FP": 2806, + "IoU": 0.00032801550618756525, + "TN": 119526250, + "TP": 22, + "n_pred": 2828, + "n_ref": 64264 + }, + "6": { + "Dice": 0.8260757402852398, + "FN": 259708, + "FP": 128628, + "IoU": 0.7036874256998142, + "TN": 118282758, + "TP": 922226, + "n_pred": 1050854, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 75219, + "IoU": 0.0, + "TN": 119518101, + "TP": 0, + "n_pred": 75219, + "n_ref": 0 + }, + "8": { + "Dice": 0.5482104434854241, + "FN": 175035, + "FP": 8692, + "IoU": 0.37761013021856665, + "TN": 119298124, + "TP": 111469, + "n_pred": 120161, + "n_ref": 286504 + }, + "9": { + "Dice": 0.5593329289381004, + "FN": 45644, + "FP": 3029, + "IoU": 0.38824579264230863, + "TN": 119513757, + "TP": 30890, + "n_pred": 33919, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8000569713402508, + "FN": 36897, + "FP": 38909, + "IoU": 0.6667457972849405, + "TN": 72598188, + "TP": 151666, + "n_pred": 190575, + "n_ref": 188563 + }, + "10": { + "Dice": 0.3628759184656771, + "FN": 41338, + "FP": 53870, + "IoU": 0.22165449922744254, + "TN": 72703339, + "TP": 27113, + "n_pred": 80983, + "n_ref": 68451 + }, + "11": { + "Dice": 0.5058786145535431, + "FN": 1451, + "FP": 104, + "IoU": 0.33857932794555506, + "TN": 72823309, + "TP": 796, + "n_pred": 900, + "n_ref": 2247 + }, + "12": { + "Dice": 0.4695304695304695, + "FN": 1934, + "FP": 190, + "IoU": 0.30678851174934724, + "TN": 72822596, + "TP": 940, + "n_pred": 1130, + "n_ref": 2874 + }, + "13": { + "Dice": 0.32564832675055877, + "FN": 39547, + "FP": 4503, + "IoU": 0.19449219178583185, + "TN": 72770974, + "TP": 10636, + "n_pred": 15139, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7133500303028091, + "FN": 28041, + "FP": 11216, + "IoU": 0.5544243167166076, + "TN": 72737556, + "TP": 48847, + "n_pred": 60063, + "n_ref": 76888 + }, + "15": { + "Dice": 0.4340805269308403, + "FN": 30223, + "FP": 1739, + "IoU": 0.27720488466757126, + "TN": 72781440, + "TP": 12258, + "n_pred": 13997, + "n_ref": 42481 + }, + "2": { + "Dice": 0.17193206658819574, + "FN": 123062, + "FP": 51, + "IoU": 0.09405124582395102, + "TN": 72689766, + "TP": 12781, + "n_pred": 12832, + "n_ref": 135843 + }, + "3": { + "Dice": 0.6657251511768022, + "FN": 6708, + "FP": 114242, + "IoU": 0.4989415424895086, + "TN": 72584271, + "TP": 120439, + "n_pred": 234681, + "n_ref": 127147 + }, + "4": { + "Dice": 0.5047363521874829, + "FN": 17792, + "FP": 298, + "IoU": 0.33755675992383183, + "TN": 72798352, + "TP": 9218, + "n_pred": 9516, + "n_ref": 27010 + }, + "5": { + "Dice": 0.056776005617413985, + "FN": 8356, + "FP": 1047, + "IoU": 0.029217427214536445, + "TN": 72815974, + "TP": 283, + "n_pred": 1330, + "n_ref": 8639 + }, + "6": { + "Dice": 0.890051506232687, + "FN": 138472, + "FP": 125714, + "IoU": 0.8018854129093267, + "TN": 71492159, + "TP": 1069315, + "n_pred": 1195029, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.5082831924086199, + "FN": 143001, + "FP": 42509, + "IoU": 0.34073705533245674, + "TN": 72544270, + "TP": 95880, + "n_pred": 138389, + "n_ref": 238881 + }, + "8": { + "Dice": 0.8692408257071721, + "FN": 6000, + "FP": 9703, + "IoU": 0.7687232131021989, + "TN": 72757763, + "TP": 52194, + "n_pred": 61897, + "n_ref": 58194 + }, + "9": { + "Dice": 0.6410434514162229, + "FN": 36455, + "FP": 10055, + "IoU": 0.47171740118128125, + "TN": 72737620, + "TP": 41530, + "n_pred": 51585, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.49967046473378895, + "FN": 133810, + "FP": 118985, + "IoU": 0.33304047743426574, + "TN": 71430462, + "TP": 126231, + "n_pred": 245216, + "n_ref": 260041 + }, + "10": { + "Dice": 0.6615423569413297, + "FN": 38851, + "FP": 17291, + "IoU": 0.494257222387374, + "TN": 71698479, + "TP": 54867, + "n_pred": 72158, + "n_ref": 93718 + }, + "11": { + "Dice": 0.45074758135444154, + "FN": 2344, + "FP": 154, + "IoU": 0.29094521714447913, + "TN": 71805965, + "TP": 1025, + "n_pred": 1179, + "n_ref": 3369 + }, + "12": { + "Dice": 0.037097011629618724, + "FN": 6383, + "FP": 158, + "IoU": 0.018899055047247638, + "TN": 71802821, + "TP": 126, + "n_pred": 284, + "n_ref": 6509 + }, + "13": { + "Dice": 0.2042124542124542, + "FN": 56319, + "FP": 2773, + "IoU": 0.11371749107598164, + "TN": 71742814, + "TP": 7582, + "n_pred": 10355, + "n_ref": 63901 + }, + "14": { + "Dice": 0.14059337196571153, + "FN": 482685, + "FP": 48, + "IoU": 0.07561195590355771, + "TN": 71287269, + "TP": 39486, + "n_pred": 39534, + "n_ref": 522171 + }, + "15": { + "Dice": 0.0, + "FN": 180663, + "FP": 595, + "IoU": 0.0, + "TN": 71628230, + "TP": 0, + "n_pred": 595, + "n_ref": 180663 + }, + "2": { + "Dice": 0.19168044997333133, + "FN": 129085, + "FP": 20948, + "IoU": 0.10599921345234832, + "TN": 71641666, + "TP": 17789, + "n_pred": 38737, + "n_ref": 146874 + }, + "3": { + "Dice": 0.6187858324263641, + "FN": 40584, + "FP": 137350, + "IoU": 0.4480013649971304, + "TN": 71487143, + "TP": 144411, + "n_pred": 281761, + "n_ref": 184995 + }, + "4": { + "Dice": 0.6513478402078597, + "FN": 1942, + "FP": 10940, + "IoU": 0.48296207104154126, + "TN": 71784573, + "TP": 12033, + "n_pred": 22973, + "n_ref": 13975 + }, + "5": { + "Dice": 0.16559401635066967, + "FN": 9391, + "FP": 203, + "IoU": 0.09027119286933434, + "TN": 71798942, + "TP": 952, + "n_pred": 1155, + "n_ref": 10343 + }, + "6": { + "Dice": 0.8587817540376629, + "FN": 126985, + "FP": 241759, + "IoU": 0.7525131648359614, + "TN": 70319534, + "TP": 1121210, + "n_pred": 1362969, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7383594577366881, + "FN": 88030, + "FP": 16228, + "IoU": 0.5852375799624455, + "TN": 71558120, + "TP": 147110, + "n_pred": 163338, + "n_ref": 235140 + }, + "8": { + "Dice": 0.745671931841073, + "FN": 18307, + "FP": 24619, + "IoU": 0.5944791883159823, + "TN": 71703634, + "TP": 62928, + "n_pred": 87547, + "n_ref": 81235 + }, + "9": { + "Dice": 0.5381583606607855, + "FN": 53201, + "FP": 6795, + "IoU": 0.36813724973933926, + "TN": 71714537, + "TP": 34955, + "n_pred": 41750, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.683834536969762, + "FN": 73958, + "FP": 55716, + "IoU": 0.5195657811863214, + "TN": 135175600, + "TP": 140236, + "n_pred": 195952, + "n_ref": 214194 + }, + "10": { + "Dice": 0.5804118441431613, + "FN": 47098, + "FP": 7897, + "IoU": 0.40885931722418095, + "TN": 135352478, + "TP": 38037, + "n_pred": 45934, + "n_ref": 85135 + }, + "11": { + "Dice": 0.5733429916696849, + "FN": 1964, + "FP": 392, + "IoU": 0.4018786494034019, + "TN": 135441571, + "TP": 1583, + "n_pred": 1975, + "n_ref": 3547 + }, + "12": { + "Dice": 0.23060863979444354, + "FN": 4790, + "FP": 1, + "IoU": 0.13033218369940097, + "TN": 135440001, + "TP": 718, + "n_pred": 719, + "n_ref": 5508 + }, + "13": { + "Dice": 0.20617405864926366, + "FN": 35771, + "FP": 1207, + "IoU": 0.11493537577788415, + "TN": 135403730, + "TP": 4802, + "n_pred": 6009, + "n_ref": 40573 + }, + "14": { + "Dice": 0.7569911343523097, + "FN": 47256, + "FP": 14225, + "IoU": 0.6089989824472144, + "TN": 135288270, + "TP": 95759, + "n_pred": 109984, + "n_ref": 143015 + }, + "15": { + "Dice": 0.38704944985455925, + "FN": 35997, + "FP": 12469, + "IoU": 0.2399636181156693, + "TN": 135381742, + "TP": 15302, + "n_pred": 27771, + "n_ref": 51299 + }, + "2": { + "Dice": 0.32977522136182746, + "FN": 164418, + "FP": 18987, + "IoU": 0.1974436169188626, + "TN": 135216984, + "TP": 45121, + "n_pred": 64108, + "n_ref": 209539 + }, + "3": { + "Dice": 0.5675265500062053, + "FN": 66814, + "FP": 177114, + "IoU": 0.396186435433525, + "TN": 135041531, + "TP": 160051, + "n_pred": 337165, + "n_ref": 226865 + }, + "4": { + "Dice": 0.6613189804760965, + "FN": 5018, + "FP": 27577, + "IoU": 0.4940078859945978, + "TN": 135381092, + "TP": 31823, + "n_pred": 59400, + "n_ref": 36841 + }, + "5": { + "Dice": 0.10810630341880342, + "FN": 26425, + "FP": 289, + "IoU": 0.05714184872763209, + "TN": 135417177, + "TP": 1619, + "n_pred": 1908, + "n_ref": 28044 + }, + "6": { + "Dice": 0.8726135058282058, + "FN": 293877, + "FP": 105678, + "IoU": 0.7740145108525974, + "TN": 133677454, + "TP": 1368501, + "n_pred": 1474179, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.5150221278510885, + "FN": 109711, + "FP": 58393, + "IoU": 0.34682141566581054, + "TN": 135188147, + "TP": 89259, + "n_pred": 147652, + "n_ref": 198970 + }, + "8": { + "Dice": 0.42626026368594044, + "FN": 203063, + "FP": 29970, + "IoU": 0.2708581691432076, + "TN": 135125911, + "TP": 86566, + "n_pred": 116536, + "n_ref": 289629 + }, + "9": { + "Dice": 0.22981914809926313, + "FN": 84888, + "FP": 3223, + "IoU": 0.12982806126983815, + "TN": 135344253, + "TP": 13146, + "n_pred": 16369, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4746425289961566, + "FN": 158838, + "FP": 56723, + "IoU": 0.3111680625812863, + "TN": 105441068, + "TP": 97376, + "n_pred": 154099, + "n_ref": 256214 + }, + "10": { + "Dice": 0.21775693244466388, + "FN": 47253, + "FP": 47813, + "IoU": 0.1221813883912907, + "TN": 105645707, + "TP": 13232, + "n_pred": 61045, + "n_ref": 60485 + }, + "11": { + "Dice": 0.5998675789009049, + "FN": 1110, + "FP": 703, + "IoU": 0.42843631778058006, + "TN": 105750833, + "TP": 1359, + "n_pred": 2062, + "n_ref": 2469 + }, + "12": { + "Dice": 0.41759950248756217, + "FN": 3061, + "FP": 685, + "IoU": 0.2639025348791511, + "TN": 105748916, + "TP": 1343, + "n_pred": 2028, + "n_ref": 4404 + }, + "13": { + "Dice": 0.22060477861641267, + "FN": 69430, + "FP": 11631, + "IoU": 0.12397739184939427, + "TN": 105661472, + "TP": 11472, + "n_pred": 23103, + "n_ref": 80902 + }, + "14": { + "Dice": 0.4269670091251356, + "FN": 143373, + "FP": 307, + "IoU": 0.27142915094722325, + "TN": 105556797, + "TP": 53528, + "n_pred": 53835, + "n_ref": 196901 + }, + "15": { + "Dice": 0.41058747579083277, + "FN": 20300, + "FP": 1612, + "IoU": 0.25832656376929325, + "TN": 105724461, + "TP": 7632, + "n_pred": 9244, + "n_ref": 27932 + }, + "2": { + "Dice": 0.4032080952976662, + "FN": 109378, + "FP": 19427, + "IoU": 0.25251135987743517, + "TN": 105581688, + "TP": 43512, + "n_pred": 62939, + "n_ref": 152890 + }, + "3": { + "Dice": 0.7846487440276855, + "FN": 45170, + "FP": 24152, + "IoU": 0.6456147884587857, + "TN": 105558393, + "TP": 126290, + "n_pred": 150442, + "n_ref": 171460 + }, + "4": { + "Dice": 0.5128156290814105, + "FN": 22007, + "FP": 13803, + "IoU": 0.344823169950784, + "TN": 105699348, + "TP": 18847, + "n_pred": 32650, + "n_ref": 40854 + }, + "5": { + "Dice": 0.0, + "FN": 12365, + "FP": 258, + "IoU": 0.0, + "TN": 105741382, + "TP": 0, + "n_pred": 258, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8350093948330977, + "FN": 149414, + "FP": 398779, + "IoU": 0.7167520417157957, + "TN": 103818623, + "TP": 1387189, + "n_pred": 1785968, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.5409016527113125, + "FN": 124100, + "FP": 120823, + "IoU": 0.37070952325895096, + "TN": 105364800, + "TP": 144282, + "n_pred": 265105, + "n_ref": 268382 + }, + "8": { + "Dice": 0.7669919193401319, + "FN": 15487, + "FP": 28977, + "IoU": 0.6220493858642526, + "TN": 105636360, + "TP": 73181, + "n_pred": 102158, + "n_ref": 88668 + }, + "9": { + "Dice": 0.6502017476934694, + "FN": 33474, + "FP": 10999, + "IoU": 0.4817029112183297, + "TN": 105668199, + "TP": 41333, + "n_pred": 52332, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7402378501768081, + "FN": 71656, + "FP": 55795, + "IoU": 0.5876012787657581, + "TN": 96828832, + "TP": 181597, + "n_pred": 237392, + "n_ref": 253253 + }, + "10": { + "Dice": 0.659842130228372, + "FN": 31196, + "FP": 52707, + "IoU": 0.49236149345659813, + "TN": 96972599, + "TP": 81378, + "n_pred": 134085, + "n_ref": 112574 + }, + "11": { + "Dice": 0.5773610180843939, + "FN": 1837, + "FP": 687, + "IoU": 0.4058380414312618, + "TN": 97133632, + "TP": 1724, + "n_pred": 2411, + "n_ref": 3561 + }, + "12": { + "Dice": 0.5387877958681078, + "FN": 2549, + "FP": 822, + "IoU": 0.36872659176029965, + "TN": 97132540, + "TP": 1969, + "n_pred": 2791, + "n_ref": 4518 + }, + "13": { + "Dice": 0.4116914412584951, + "FN": 34692, + "FP": 8764, + "IoU": 0.25920117284055844, + "TN": 97079219, + "TP": 15205, + "n_pred": 23969, + "n_ref": 49897 + }, + "14": { + "Dice": 0.6430149447693307, + "FN": 138291, + "FP": 1806, + "IoU": 0.47385558322160504, + "TN": 96871609, + "TP": 126174, + "n_pred": 127980, + "n_ref": 264465 + }, + "15": { + "Dice": 0.05621181262729124, + "FN": 21613, + "FP": 3874, + "IoU": 0.028918692372170998, + "TN": 97111634, + "TP": 759, + "n_pred": 4633, + "n_ref": 22372 + }, + "2": { + "Dice": 0.613658434232436, + "FN": 23942, + "FP": 119677, + "IoU": 0.44264591741695125, + "TN": 96880200, + "TP": 114061, + "n_pred": 233738, + "n_ref": 138003 + }, + "3": { + "Dice": 0.19628473290528237, + "FN": 139005, + "FP": 20342, + "IoU": 0.10882246022202959, + "TN": 96959075, + "TP": 19458, + "n_pred": 39800, + "n_ref": 158463 + }, + "4": { + "Dice": 0.7122344168775361, + "FN": 3712, + "FP": 15507, + "IoU": 0.5530776922540288, + "TN": 97094877, + "TP": 23784, + "n_pred": 39291, + "n_ref": 27496 + }, + "5": { + "Dice": 0.1026791277258567, + "FN": 13809, + "FP": 593, + "IoU": 0.054117956127676344, + "TN": 97122654, + "TP": 824, + "n_pred": 1417, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8343118599465473, + "FN": 109790, + "FP": 442517, + "IoU": 0.7157247562871231, + "TN": 95195020, + "TP": 1390553, + "n_pred": 1833070, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.7233847854664369, + "FN": 98519, + "FP": 20581, + "IoU": 0.5666427731951635, + "TN": 96863049, + "TP": 155731, + "n_pred": 176312, + "n_ref": 254250 + }, + "8": { + "Dice": 0.8115305654737831, + "FN": 22710, + "FP": 26221, + "IoU": 0.6828367157774652, + "TN": 96983603, + "TP": 105346, + "n_pred": 131567, + "n_ref": 128056 + }, + "9": { + "Dice": 0.47761091268987477, + "FN": 40832, + "FP": 19867, + "IoU": 0.3137246034348254, + "TN": 97049433, + "TP": 27748, + "n_pred": 47615, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7794672224657688, + "FN": 21486, + "FP": 64537, + "IoU": 0.6386286684086269, + "TN": 130528746, + "TP": 152023, + "n_pred": 216560, + "n_ref": 173509 + }, + "10": { + "Dice": 0.5134361843366394, + "FN": 41089, + "FP": 27444, + "IoU": 0.34538455660413403, + "TN": 130662100, + "TP": 36159, + "n_pred": 63603, + "n_ref": 77248 + }, + "11": { + "Dice": 0.5006152223589383, + "FN": 2625, + "FP": 216, + "IoU": 0.3338804220398593, + "TN": 130762527, + "TP": 1424, + "n_pred": 1640, + "n_ref": 4049 + }, + "12": { + "Dice": 0.0, + "FN": 3328, + "FP": 30, + "IoU": 0.0, + "TN": 130763434, + "TP": 0, + "n_pred": 30, + "n_ref": 3328 + }, + "13": { + "Dice": 0.3035497948283723, + "FN": 49716, + "FP": 3747, + "IoU": 0.17893233406026354, + "TN": 130701678, + "TP": 11651, + "n_pred": 15398, + "n_ref": 61367 + }, + "14": { + "Dice": 0.8677634435713185, + "FN": 35526, + "FP": 2236, + "IoU": 0.7664153207598523, + "TN": 130605129, + "TP": 123901, + "n_pred": 126137, + "n_ref": 159427 + }, + "15": { + "Dice": 0.5416426332288401, + "FN": 17991, + "FP": 286, + "IoU": 0.371405970559912, + "TN": 130737716, + "TP": 10799, + "n_pred": 11085, + "n_ref": 28790 + }, + "2": { + "Dice": 0.39443586947799697, + "FN": 124549, + "FP": 3744, + "IoU": 0.24566808760840805, + "TN": 130596717, + "TP": 41782, + "n_pred": 45526, + "n_ref": 166331 + }, + "3": { + "Dice": 0.572800641160984, + "FN": 33116, + "FP": 165172, + "IoU": 0.4013459210260157, + "TN": 130435569, + "TP": 132935, + "n_pred": 298107, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6084270110818784, + "FN": 14673, + "FP": 4973, + "IoU": 0.4372224927669082, + "TN": 130731883, + "TP": 15263, + "n_pred": 20236, + "n_ref": 29936 + }, + "5": { + "Dice": 0.29632554568388725, + "FN": 24555, + "FP": 7522, + "IoU": 0.17393319770286628, + "TN": 130727961, + "TP": 6754, + "n_pred": 14276, + "n_ref": 31309 + }, + "6": { + "Dice": 0.8525693095004091, + "FN": 197244, + "FP": 196978, + "IoU": 0.7430246694283563, + "TN": 129232707, + "TP": 1139863, + "n_pred": 1336841, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.6838059227928711, + "FN": 186395, + "FP": 53276, + "IoU": 0.519532745690407, + "TN": 130267963, + "TP": 259158, + "n_pred": 312434, + "n_ref": 445553 + }, + "8": { + "Dice": 0.6373577483892845, + "FN": 112745, + "FP": 20934, + "IoU": 0.4677366694272791, + "TN": 130515640, + "TP": 117473, + "n_pred": 138407, + "n_ref": 230218 + }, + "9": { + "Dice": 0.20365072400175516, + "FN": 90426, + "FP": 318, + "IoU": 0.11336922430554877, + "TN": 130664445, + "TP": 11603, + "n_pred": 11921, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3884163651239025, + "FN": 94737, + "FP": 239406, + "IoU": 0.24101533219761498, + "TN": 71795758, + "TP": 106107, + "n_pred": 345513, + "n_ref": 200844 + }, + "10": { + "Dice": 0.2188996679846452, + "FN": 47466, + "FP": 60989, + "IoU": 0.12290136835635493, + "TN": 72112356, + "TP": 15197, + "n_pred": 76186, + "n_ref": 62663 + }, + "11": { + "Dice": 0.0662108672184239, + "FN": 2595, + "FP": 0, + "IoU": 0.03423892817268329, + "TN": 72233321, + "TP": 92, + "n_pred": 92, + "n_ref": 2687 + }, + "12": { + "Dice": 0.5446252090618823, + "FN": 2280, + "FP": 715, + "IoU": 0.3742164646886753, + "TN": 72231222, + "TP": 1791, + "n_pred": 2506, + "n_ref": 4071 + }, + "13": { + "Dice": 0.16023559966607923, + "FN": 63528, + "FP": 8900, + "IoU": 0.08709571705866041, + "TN": 72156670, + "TP": 6910, + "n_pred": 15810, + "n_ref": 70438 + }, + "14": { + "Dice": 0.31851330840706327, + "FN": 56637, + "FP": 16999, + "IoU": 0.1894236273171591, + "TN": 72145164, + "TP": 17208, + "n_pred": 34207, + "n_ref": 73845 + }, + "15": { + "Dice": 0.37592109303039606, + "FN": 18521, + "FP": 14001, + "IoU": 0.23146725902119716, + "TN": 72193691, + "TP": 9795, + "n_pred": 23796, + "n_ref": 28316 + }, + "2": { + "Dice": 0.2695627820133811, + "FN": 105639, + "FP": 11724, + "IoU": 0.155777267855473, + "TN": 72096989, + "TP": 21656, + "n_pred": 33380, + "n_ref": 127295 + }, + "3": { + "Dice": 0.433559117785326, + "FN": 102766, + "FP": 68332, + "IoU": 0.2767797512871019, + "TN": 71999430, + "TP": 65480, + "n_pred": 133812, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 45431, + "IoU": 0.0, + "TN": 72190577, + "TP": 0, + "n_pred": 45431, + "n_ref": 0 + }, + "5": { + "Dice": 0.6198491004062682, + "FN": 3421, + "FP": 2474, + "IoU": 0.44911690496215306, + "TN": 72225307, + "TP": 4806, + "n_pred": 7280, + "n_ref": 8227 + }, + "6": { + "Dice": 0.5653681682354522, + "FN": 436856, + "FP": 1215885, + "IoU": 0.3940858941768139, + "TN": 69508326, + "TP": 1074941, + "n_pred": 2290826, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.14494795148505396, + "FN": 296764, + "FP": 204618, + "IoU": 0.0781368650012227, + "TN": 71692129, + "TP": 42497, + "n_pred": 247115, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8408535357892618, + "FN": 9101, + "FP": 13035, + "IoU": 0.7254074974570174, + "TN": 72155394, + "TP": 58478, + "n_pred": 71513, + "n_ref": 67579 + }, + "9": { + "Dice": 0.1444428097363216, + "FN": 45202, + "FP": 7135, + "IoU": 0.07784336181834199, + "TN": 72179253, + "TP": 4418, + "n_pred": 11553, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.25364354439300363, + "FN": 63078, + "FP": 89428, + "IoU": 0.14524156484699025, + "TN": 52374700, + "TP": 25914, + "n_pred": 115342, + "n_ref": 88992 + }, + "10": { + "Dice": 0.012148324475180071, + "FN": 46888, + "FP": 1251, + "IoU": 0.006111283163001961, + "TN": 52504685, + "TP": 296, + "n_pred": 1547, + "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": 300, + "IoU": 0.0, + "TN": 52531205, + "TP": 0, + "n_pred": 300, + "n_ref": 21615 + }, + "14": { + "Dice": 0.00829172767849267, + "FN": 55602, + "FP": 611, + "IoU": 0.00416312358276644, + "TN": 52496672, + "TP": 235, + "n_pred": 846, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 856, + "IoU": 0.0, + "TN": 52526995, + "TP": 0, + "n_pred": 856, + "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": 0.5436174744740205, + "FN": 63976, + "FP": 68866, + "IoU": 0.3732655843818852, + "TN": 52341161, + "TP": 79117, + "n_pred": 147983, + "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": 0.3977272727272727, + "FN": 4637, + "FP": 345, + "IoU": 0.24822695035460993, + "TN": 52546493, + "TP": 1645, + "n_pred": 1990, + "n_ref": 6282 + }, + "6": { + "Dice": 0.749238002844415, + "FN": 239162, + "FP": 118060, + "IoU": 0.5990252378536375, + "TN": 51662236, + "TP": 533662, + "n_pred": 651722, + "n_ref": 772824 + }, + "7": { + "Dice": 0.11178791709765161, + "FN": 181392, + "FP": 4088, + "IoU": 0.05920305145268625, + "TN": 52355968, + "TP": 11672, + "n_pred": 15760, + "n_ref": 193064 + }, + "8": { + "Dice": 0.6625126105275652, + "FN": 20458, + "FP": 19351, + "IoU": 0.4953412015263111, + "TN": 52474237, + "TP": 39074, + "n_pred": 58425, + "n_ref": 59532 + }, + "9": { + "Dice": 0.31554893194237454, + "FN": 62210, + "FP": 6680, + "IoU": 0.18733042349887932, + "TN": 52468350, + "TP": 15880, + "n_pred": 22560, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7155116713198746, + "FN": 52973, + "FP": 137676, + "IoU": 0.5570402278820998, + "TN": 143706852, + "TP": 239749, + "n_pred": 377425, + "n_ref": 292722 + }, + "10": { + "Dice": 0.1849145675532852, + "FN": 85157, + "FP": 30524, + "IoU": 0.10187650908752126, + "TN": 144008447, + "TP": 13122, + "n_pred": 43646, + "n_ref": 98279 + }, + "11": { + "Dice": 0.33662623483806425, + "FN": 5273, + "FP": 32, + "IoU": 0.202375582619155, + "TN": 144130599, + "TP": 1346, + "n_pred": 1378, + "n_ref": 6619 + }, + "12": { + "Dice": 0.46647942361704725, + "FN": 3736, + "FP": 633, + "IoU": 0.3041885650581303, + "TN": 144130971, + "TP": 1910, + "n_pred": 2543, + "n_ref": 5646 + }, + "13": { + "Dice": 0.3373756642594359, + "FN": 79541, + "FP": 17719, + "IoU": 0.2029175544992624, + "TN": 144015230, + "TP": 24760, + "n_pred": 42479, + "n_ref": 104301 + }, + "14": { + "Dice": 0.18962674034346388, + "FN": 366338, + "FP": 7629, + "IoU": 0.10474455437959787, + "TN": 143719529, + "TP": 43754, + "n_pred": 51383, + "n_ref": 410092 + }, + "15": { + "Dice": 0.47108333075471115, + "FN": 15054, + "FP": 2039, + "IoU": 0.30811576603926333, + "TN": 144112545, + "TP": 7612, + "n_pred": 9651, + "n_ref": 22666 + }, + "2": { + "Dice": 0.5500068586060264, + "FN": 65864, + "FP": 52234, + "IoU": 0.379316869097235, + "TN": 143946979, + "TP": 72173, + "n_pred": 124407, + "n_ref": 138037 + }, + "3": { + "Dice": 0.6465962110446954, + "FN": 61805, + "FP": 61053, + "IoU": 0.47775557917109457, + "TN": 143902000, + "TP": 112392, + "n_pred": 173445, + "n_ref": 174197 + }, + "4": { + "Dice": 0.790333069063505, + "FN": 6809, + "FP": 16728, + "IoU": 0.653347668561666, + "TN": 144069352, + "TP": 44361, + "n_pred": 61089, + "n_ref": 51170 + }, + "5": { + "Dice": 0.2450842875723649, + "FN": 27327, + "FP": 2274, + "IoU": 0.13965587397546939, + "TN": 144102844, + "TP": 4805, + "n_pred": 7079, + "n_ref": 32132 + }, + "6": { + "Dice": 0.774198431359303, + "FN": 120871, + "FP": 601111, + "IoU": 0.6315854467520539, + "TN": 142177550, + "TP": 1237718, + "n_pred": 1838829, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.6421534640263926, + "FN": 122638, + "FP": 18263, + "IoU": 0.472920500965121, + "TN": 143869926, + "TP": 126423, + "n_pred": 144686, + "n_ref": 249061 + }, + "8": { + "Dice": 0.5979117527905017, + "FN": 108833, + "FP": 52946, + "IoU": 0.4264437377465318, + "TN": 143855187, + "TP": 120284, + "n_pred": 173230, + "n_ref": 229117 + }, + "9": { + "Dice": 0.3753782885190989, + "FN": 71823, + "FP": 3512, + "IoU": 0.23105581186461438, + "TN": 144039278, + "TP": 22637, + "n_pred": 26149, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7475184369648038, + "FN": 42914, + "FP": 72666, + "IoU": 0.5968298927716811, + "TN": 111492242, + "TP": 171098, + "n_pred": 243764, + "n_ref": 214012 + }, + "10": { + "Dice": 0.3725022526103779, + "FN": 31946, + "FP": 15410, + "IoU": 0.22888034911743632, + "TN": 111717508, + "TP": 14056, + "n_pred": 29466, + "n_ref": 46002 + }, + "11": { + "Dice": 0.3173415492957746, + "FN": 3074, + "FP": 28, + "IoU": 0.18859534397070363, + "TN": 111775097, + "TP": 721, + "n_pred": 749, + "n_ref": 3795 + }, + "12": { + "Dice": 0.22578268876611418, + "FN": 4047, + "FP": 157, + "IoU": 0.1272576292298111, + "TN": 111774103, + "TP": 613, + "n_pred": 770, + "n_ref": 4660 + }, + "13": { + "Dice": 0.3092010986386434, + "FN": 42586, + "FP": 3692, + "IoU": 0.18287278184868014, + "TN": 111722285, + "TP": 10357, + "n_pred": 14049, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7519959036950343, + "FN": 20013, + "FP": 27453, + "IoU": 0.602558842492192, + "TN": 111659491, + "TP": 71963, + "n_pred": 99416, + "n_ref": 91976 + }, + "15": { + "Dice": 0.15492347675425933, + "FN": 9659, + "FP": 2047, + "IoU": 0.08396588152437592, + "TN": 111766141, + "TP": 1073, + "n_pred": 3120, + "n_ref": 10732 + }, + "2": { + "Dice": 0.02657537005336824, + "FN": 203010, + "FP": 38667, + "IoU": 0.013466625302070406, + "TN": 111533944, + "TP": 3299, + "n_pred": 41966, + "n_ref": 206309 + }, + "3": { + "Dice": 0.05268319604428551, + "FN": 56375, + "FP": 197666, + "IoU": 0.027054250205855883, + "TN": 111517815, + "TP": 7064, + "n_pred": 204730, + "n_ref": 63439 + }, + "4": { + "Dice": 0.7872985325956219, + "FN": 2315, + "FP": 6527, + "IoU": 0.6492105054352139, + "TN": 111753714, + "TP": 16364, + "n_pred": 22891, + "n_ref": 18679 + }, + "5": { + "Dice": 0.0, + "FN": 26416, + "FP": 76, + "IoU": 0.0, + "TN": 111752428, + "TP": 0, + "n_pred": 76, + "n_ref": 26416 + }, + "6": { + "Dice": 0.8219926049291637, + "FN": 304401, + "FP": 98549, + "IoU": 0.6977822111886958, + "TN": 110445610, + "TP": 930360, + "n_pred": 1028909, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.28985912476500963, + "FN": 189669, + "FP": 49069, + "IoU": 0.16949429661762813, + "TN": 111491459, + "TP": 48723, + "n_pred": 97792, + "n_ref": 238392 + }, + "8": { + "Dice": 0.5448496336600601, + "FN": 166295, + "FP": 19075, + "IoU": 0.37442840703156377, + "TN": 111482599, + "TP": 110951, + "n_pred": 130026, + "n_ref": 277246 + }, + "9": { + "Dice": 0.2941369283637325, + "FN": 66430, + "FP": 327, + "IoU": 0.17242704485161034, + "TN": 111698254, + "TP": 13909, + "n_pred": 14236, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4657948702707522, + "FN": 87041, + "FP": 92703, + "IoU": 0.3036066437562716, + "TN": 198829768, + "TP": 78363, + "n_pred": 171066, + "n_ref": 165404 + }, + "10": { + "Dice": 0.5198523655072139, + "FN": 32915, + "FP": 22894, + "IoU": 0.35121656339730994, + "TN": 199001854, + "TP": 30212, + "n_pred": 53106, + "n_ref": 63127 + }, + "11": { + "Dice": 0.6067114093959731, + "FN": 2401, + "FP": 236, + "IoU": 0.43545279383429675, + "TN": 199083204, + "TP": 2034, + "n_pred": 2270, + "n_ref": 4435 + }, + "12": { + "Dice": 0.25854536108969417, + "FN": 2832, + "FP": 53, + "IoU": 0.14846517119244393, + "TN": 199084487, + "TP": 503, + "n_pred": 556, + "n_ref": 3335 + }, + "13": { + "Dice": 0.0, + "FN": 35594, + "FP": 3641, + "IoU": 0.0, + "TN": 199048640, + "TP": 0, + "n_pred": 3641, + "n_ref": 35594 + }, + "14": { + "Dice": 0.38725141496304083, + "FN": 34427, + "FP": 5197, + "IoU": 0.24011889922331958, + "TN": 199035730, + "TP": 12521, + "n_pred": 17718, + "n_ref": 46948 + }, + "15": { + "Dice": 0.3538514280310195, + "FN": 108633, + "FP": 685, + "IoU": 0.2149571636828461, + "TN": 198948624, + "TP": 29933, + "n_pred": 30618, + "n_ref": 138566 + }, + "2": { + "Dice": 0.10103673865636931, + "FN": 122605, + "FP": 1478, + "IoU": 0.05320626297155415, + "TN": 198956819, + "TP": 6973, + "n_pred": 8451, + "n_ref": 129578 + }, + "3": { + "Dice": 0.6399112060272873, + "FN": 9687, + "FP": 135656, + "IoU": 0.47049222731859797, + "TN": 198813388, + "TP": 129144, + "n_pred": 264800, + "n_ref": 138831 + }, + "4": { + "Dice": 0.3536559459574287, + "FN": 12958, + "FP": 2255, + "IoU": 0.21481290322580646, + "TN": 199068500, + "TP": 4162, + "n_pred": 6417, + "n_ref": 17120 + }, + "5": { + "Dice": 0.004696673189823875, + "FN": 20020, + "FP": 324, + "IoU": 0.0023538642604943117, + "TN": 199067483, + "TP": 48, + "n_pred": 372, + "n_ref": 20068 + }, + "6": { + "Dice": 0.7889047707602731, + "FN": 141121, + "FP": 401471, + "IoU": 0.6513978023474779, + "TN": 197531396, + "TP": 1013887, + "n_pred": 1415358, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.5131349583804504, + "FN": 93328, + "FP": 25933, + "IoU": 0.3451119933666101, + "TN": 198905766, + "TP": 62848, + "n_pred": 88781, + "n_ref": 156176 + }, + "8": { + "Dice": 0.7083545669834228, + "FN": 47465, + "FP": 10909, + "IoU": 0.5484125510582993, + "TN": 198958611, + "TP": 70890, + "n_pred": 81799, + "n_ref": 118355 + }, + "9": { + "Dice": 0.6831966877580379, + "FN": 44985, + "FP": 9189, + "IoU": 0.5188297154226028, + "TN": 198975287, + "TP": 58414, + "n_pred": 67603, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7464318005683286, + "FN": 45682, + "FP": 48548, + "IoU": 0.5954457052330598, + "TN": 130842269, + "TP": 138693, + "n_pred": 187241, + "n_ref": 184375 + }, + "10": { + "Dice": 0.4412119976555134, + "FN": 39437, + "FP": 70200, + "IoU": 0.2830481098083324, + "TN": 130922271, + "TP": 43284, + "n_pred": 113484, + "n_ref": 82721 + }, + "11": { + "Dice": 0.5080482897384306, + "FN": 2556, + "FP": 378, + "IoU": 0.3405259608900877, + "TN": 131070743, + "TP": 1515, + "n_pred": 1893, + "n_ref": 4071 + }, + "12": { + "Dice": 0.6458490362872833, + "FN": 1636, + "FP": 1653, + "IoU": 0.47694020356234096, + "TN": 131068904, + "TP": 2999, + "n_pred": 4652, + "n_ref": 4635 + }, + "13": { + "Dice": 0.17482150926344328, + "FN": 80486, + "FP": 10820, + "IoU": 0.09578323991364456, + "TN": 130974214, + "TP": 9672, + "n_pred": 20492, + "n_ref": 90158 + }, + "14": { + "Dice": 0.4234266811308878, + "FN": 40805, + "FP": 2246, + "IoU": 0.2685740498479417, + "TN": 131016333, + "TP": 15808, + "n_pred": 18054, + "n_ref": 56613 + }, + "15": { + "Dice": 0.49746907706945764, + "FN": 14508, + "FP": 11900, + "IoU": 0.33108741356164034, + "TN": 131035713, + "TP": 13071, + "n_pred": 24971, + "n_ref": 27579 + }, + "2": { + "Dice": 0.43411093067511053, + "FN": 104252, + "FP": 41757, + "IoU": 0.27722968323820746, + "TN": 130873179, + "TP": 56004, + "n_pred": 97761, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7014586353620943, + "FN": 56043, + "FP": 58041, + "IoU": 0.5401896731704762, + "TN": 130827081, + "TP": 134027, + "n_pred": 192068, + "n_ref": 190070 + }, + "4": { + "Dice": 0.5706839593784412, + "FN": 26438, + "FP": 43738, + "IoU": 0.3992706603434402, + "TN": 130958374, + "TP": 46642, + "n_pred": 90380, + "n_ref": 73080 + }, + "5": { + "Dice": 0.12689549460776264, + "FN": 13540, + "FP": 2409, + "IoU": 0.06774608370353051, + "TN": 131058084, + "TP": 1159, + "n_pred": 3568, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7062951075387873, + "FN": 93285, + "FP": 1050003, + "IoU": 0.5459476203998069, + "TN": 128557227, + "TP": 1374677, + "n_pred": 2424680, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.34717513906354874, + "FN": 552172, + "FP": 294000, + "IoU": 0.21004956258151125, + "TN": 130004021, + "TP": 224999, + "n_pred": 518999, + "n_ref": 777171 + }, + "8": { + "Dice": 0.7274755236088735, + "FN": 43072, + "FP": 20699, + "IoU": 0.5716790027269186, + "TN": 130926306, + "TP": 85115, + "n_pred": 105814, + "n_ref": 128187 + }, + "9": { + "Dice": 0.4034087626384208, + "FN": 44596, + "FP": 17360, + "IoU": 0.25266878158812106, + "TN": 130992289, + "TP": 20947, + "n_pred": 38307, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6368314189106211, + "FN": 59969, + "FP": 117465, + "IoU": 0.46716996543574685, + "TN": 101284197, + "TP": 155569, + "n_pred": 273034, + "n_ref": 215538 + }, + "10": { + "Dice": 0.15373258874125426, + "FN": 41033, + "FP": 11703, + "IoU": 0.08326669679796961, + "TN": 101559674, + "TP": 4790, + "n_pred": 16493, + "n_ref": 45823 + }, + "11": { + "Dice": 0.5099318114438186, + "FN": 3239, + "FP": 67, + "IoU": 0.34222045364106646, + "TN": 101612174, + "TP": 1720, + "n_pred": 1787, + "n_ref": 4959 + }, + "12": { + "Dice": 0.5560373144133491, + "FN": 3374, + "FP": 5, + "IoU": 0.3850773430391265, + "TN": 101611705, + "TP": 2116, + "n_pred": 2121, + "n_ref": 5490 + }, + "13": { + "Dice": 0.34405351833498515, + "FN": 46198, + "FP": 6750, + "IoU": 0.20776850106233355, + "TN": 101550366, + "TP": 13886, + "n_pred": 20636, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8934039801410155, + "FN": 8235, + "FP": 4540, + "IoU": 0.8073442919619966, + "TN": 101550890, + "TP": 53535, + "n_pred": 58075, + "n_ref": 61770 + }, + "15": { + "Dice": 0.6782752603838751, + "FN": 14413, + "FP": 3472, + "IoU": 0.5131743698622679, + "TN": 101580462, + "TP": 18853, + "n_pred": 22325, + "n_ref": 33266 + }, + "2": { + "Dice": 0.06568717881143761, + "FN": 166361, + "FP": 3811, + "IoU": 0.033958922306618074, + "TN": 101441046, + "TP": 5982, + "n_pred": 9793, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6453844237828655, + "FN": 14920, + "FP": 158770, + "IoU": 0.4764336355744188, + "TN": 101285456, + "TP": 158054, + "n_pred": 316824, + "n_ref": 172974 + }, + "4": { + "Dice": 0.319188066208024, + "FN": 6841, + "FP": 33139, + "IoU": 0.18990111849570432, + "TN": 101567848, + "TP": 9372, + "n_pred": 42511, + "n_ref": 16213 + }, + "5": { + "Dice": 0.2820789636027144, + "FN": 24884, + "FP": 3046, + "IoU": 0.16419786336295897, + "TN": 101583783, + "TP": 5487, + "n_pred": 8533, + "n_ref": 30371 + }, + "6": { + "Dice": 0.795493882285078, + "FN": 244280, + "FP": 418691, + "IoU": 0.6604315831904745, + "TN": 99664807, + "TP": 1289422, + "n_pred": 1708113, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8498670447423345, + "FN": 78662, + "FP": 44703, + "IoU": 0.7389293914736474, + "TN": 101144665, + "TP": 349170, + "n_pred": 393873, + "n_ref": 427832 + }, + "8": { + "Dice": 0.4738527272529599, + "FN": 144775, + "FP": 48803, + "IoU": 0.310489515471225, + "TN": 101336453, + "TP": 87169, + "n_pred": 135972, + "n_ref": 231944 + }, + "9": { + "Dice": 0.4142036961543688, + "FN": 56613, + "FP": 12361, + "IoU": 0.26119602823509247, + "TN": 101523841, + "TP": 24385, + "n_pred": 36746, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.603248725570357, + "FN": 109405, + "FP": 25006, + "IoU": 0.43189416513451256, + "TN": 118945617, + "TP": 102184, + "n_pred": 127190, + "n_ref": 211589 + }, + "10": { + "Dice": 0.5741315628469783, + "FN": 30074, + "FP": 45102, + "IoU": 0.4026539531187922, + "TN": 119056362, + "TP": 50674, + "n_pred": 95776, + "n_ref": 80748 + }, + "11": { + "Dice": 0.4292845257903494, + "FN": 2877, + "FP": 210, + "IoU": 0.2733050847457627, + "TN": 119177964, + "TP": 1161, + "n_pred": 1371, + "n_ref": 4038 + }, + "12": { + "Dice": 0.11836485661989017, + "FN": 3844, + "FP": 491, + "IoU": 0.062905317769131, + "TN": 119177586, + "TP": 291, + "n_pred": 782, + "n_ref": 4135 + }, + "13": { + "Dice": 0.31950432986702415, + "FN": 24257, + "FP": 13305, + "IoU": 0.1901250539025442, + "TN": 119135832, + "TP": 8818, + "n_pred": 22123, + "n_ref": 33075 + }, + "14": { + "Dice": 0.08335358133943757, + "FN": 62608, + "FP": 9071, + "IoU": 0.04348928447516614, + "TN": 119107274, + "TP": 3259, + "n_pred": 12330, + "n_ref": 65867 + }, + "15": { + "Dice": 0.062194423644452275, + "FN": 20014, + "FP": 1277, + "IoU": 0.0320952857207801, + "TN": 119160215, + "TP": 706, + "n_pred": 1983, + "n_ref": 20720 + }, + "2": { + "Dice": 0.5942278273987861, + "FN": 109193, + "FP": 5927, + "IoU": 0.4227056410565008, + "TN": 118982799, + "TP": 84293, + "n_pred": 90220, + "n_ref": 193486 + }, + "3": { + "Dice": 0.7609719875781761, + "FN": 64799, + "FP": 18252, + "IoU": 0.6141685094679724, + "TN": 118966960, + "TP": 132201, + "n_pred": 150453, + "n_ref": 197000 + }, + "4": { + "Dice": 0.2372480032015474, + "FN": 36223, + "FP": 9520, + "IoU": 0.13458955294473768, + "TN": 119129355, + "TP": 7114, + "n_pred": 16634, + "n_ref": 43337 + }, + "5": { + "Dice": 0.032320335337267664, + "FN": 17429, + "FP": 116, + "IoU": 0.016425608252046194, + "TN": 119164374, + "TP": 293, + "n_pred": 409, + "n_ref": 17722 + }, + "6": { + "Dice": 0.8597334867796907, + "FN": 131271, + "FP": 393305, + "IoU": 0.7539759142375015, + "TN": 117049998, + "TP": 1607638, + "n_pred": 2000943, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.3341086425977062, + "FN": 210146, + "FP": 138556, + "IoU": 0.20055848246832744, + "TN": 118746030, + "TP": 87480, + "n_pred": 226036, + "n_ref": 297626 + }, + "8": { + "Dice": 0.7503709902370991, + "FN": 14912, + "FP": 29834, + "IoU": 0.6004750084822943, + "TN": 119070214, + "TP": 67252, + "n_pred": 97086, + "n_ref": 82164 + }, + "9": { + "Dice": 0.4127797024317585, + "FN": 60857, + "FP": 9317, + "IoU": 0.26006453109513067, + "TN": 119087374, + "TP": 24664, + "n_pred": 33981, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 104547, + "IoU": 0.0, + "TN": 61227933, + "TP": 0, + "n_pred": 104547, + "n_ref": 0 + }, + "10": { + "Dice": 0.5059858606179959, + "FN": 16571, + "FP": 18298, + "IoU": 0.3386754163031521, + "TN": 61279754, + "TP": 17857, + "n_pred": 36155, + "n_ref": 34428 + }, + "11": { + "Dice": 0.5952737062518696, + "FN": 1874, + "FP": 832, + "IoU": 0.4237649063032368, + "TN": 61327784, + "TP": 1990, + "n_pred": 2822, + "n_ref": 3864 + }, + "12": { + "Dice": 0.0716273891259974, + "FN": 4657, + "FP": 346, + "IoU": 0.03714395688991532, + "TN": 61327284, + "TP": 193, + "n_pred": 539, + "n_ref": 4850 + }, + "13": { + "Dice": 0.17732501608101842, + "FN": 46769, + "FP": 8226, + "IoU": 0.09728833590492761, + "TN": 61271558, + "TP": 5927, + "n_pred": 14153, + "n_ref": 52696 + }, + "14": { + "Dice": 0.233745731144461, + "FN": 234745, + "FP": 174, + "IoU": 0.13233979686057248, + "TN": 61061730, + "TP": 35831, + "n_pred": 36005, + "n_ref": 270576 + }, + "15": { + "Dice": 0.17140606826569954, + "FN": 88870, + "FP": 1605, + "IoU": 0.09373654002183647, + "TN": 61232647, + "TP": 9358, + "n_pred": 10963, + "n_ref": 98228 + }, + "2": { + "Dice": 0.4150125323890543, + "FN": 116816, + "FP": 7581, + "IoU": 0.26183963019884526, + "TN": 61163957, + "TP": 44126, + "n_pred": 51707, + "n_ref": 160942 + }, + "3": { + "Dice": 0.6801777063746424, + "FN": 45664, + "FP": 32372, + "IoU": 0.5153555214666774, + "TN": 61171463, + "TP": 82981, + "n_pred": 115353, + "n_ref": 128645 + }, + "4": { + "Dice": 0.488914282086686, + "FN": 26786, + "FP": 5417, + "IoU": 0.3235516531529639, + "TN": 61284874, + "TP": 15403, + "n_pred": 20820, + "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": 0.8177450964046616, + "FN": 127041, + "FP": 353945, + "IoU": 0.6916825584041384, + "TN": 59772445, + "TP": 1079049, + "n_pred": 1432994, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.20797071720160729, + "FN": 168489, + "FP": 103718, + "IoU": 0.11605319131663122, + "TN": 61024535, + "TP": 35738, + "n_pred": 139456, + "n_ref": 204227 + }, + "8": { + "Dice": 0.7278612873672424, + "FN": 28586, + "FP": 11515, + "IoU": 0.5721555991806078, + "TN": 61238752, + "TP": 53627, + "n_pred": 65142, + "n_ref": 82213 + }, + "9": { + "Dice": 0.6457819224008797, + "FN": 26083, + "FP": 14826, + "IoU": 0.4768670076726343, + "TN": 61254280, + "TP": 37291, + "n_pred": 52117, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6943365151005032, + "FN": 24545, + "FP": 109821, + "IoU": 0.5317882617770762, + "TN": 148820523, + "TP": 152611, + "n_pred": 262432, + "n_ref": 177156 + }, + "10": { + "Dice": 0.46332632768760706, + "FN": 46568, + "FP": 14206, + "IoU": 0.3015125045972784, + "TN": 149020492, + "TP": 26234, + "n_pred": 40440, + "n_ref": 72802 + }, + "11": { + "Dice": 0.7742080431363738, + "FN": 881, + "FP": 124, + "IoU": 0.6315982404692082, + "TN": 149104772, + "TP": 1723, + "n_pred": 1847, + "n_ref": 2604 + }, + "12": { + "Dice": 0.25203915171288743, + "FN": 1788, + "FP": 46, + "IoU": 0.14419038730751282, + "TN": 149105357, + "TP": 309, + "n_pred": 355, + "n_ref": 2097 + }, + "13": { + "Dice": 0.013015952351201633, + "FN": 83742, + "FP": 11044, + "IoU": 0.006550607372315561, + "TN": 149012089, + "TP": 625, + "n_pred": 11669, + "n_ref": 84367 + }, + "14": { + "Dice": 0.7329403818996746, + "FN": 33379, + "FP": 10117, + "IoU": 0.5784576916740161, + "TN": 149004317, + "TP": 59687, + "n_pred": 69804, + "n_ref": 93066 + }, + "15": { + "Dice": 0.5430780629595152, + "FN": 23750, + "FP": 301, + "IoU": 0.37275714583767994, + "TN": 149069156, + "TP": 14293, + "n_pred": 14594, + "n_ref": 38043 + }, + "2": { + "Dice": 0.0, + "FN": 157004, + "FP": 20637, + "IoU": 0.0, + "TN": 148929859, + "TP": 0, + "n_pred": 20637, + "n_ref": 157004 + }, + "3": { + "Dice": 0.13070813898181788, + "FN": 43735, + "FP": 173754, + "IoU": 0.06992387957577831, + "TN": 148873660, + "TP": 16351, + "n_pred": 190105, + "n_ref": 60086 + }, + "4": { + "Dice": 0.8485595832890401, + "FN": 5877, + "FP": 1246, + "IoU": 0.7369548358506591, + "TN": 149080421, + "TP": 19956, + "n_pred": 21202, + "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": 0.8316819003856453, + "FN": 281266, + "FP": 52581, + "IoU": 0.7118625489583459, + "TN": 147948862, + "TP": 824791, + "n_pred": 877372, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.35829996124531716, + "FN": 205793, + "FP": 42577, + "IoU": 0.21824934688867206, + "TN": 148789790, + "TP": 69340, + "n_pred": 111917, + "n_ref": 275133 + }, + "8": { + "Dice": 0.5887750765930007, + "FN": 130000, + "FP": 8385, + "IoU": 0.41720853056617757, + "TN": 148870048, + "TP": 99067, + "n_pred": 107452, + "n_ref": 229067 + }, + "9": { + "Dice": 0.36905927414506795, + "FN": 66000, + "FP": 7468, + "IoU": 0.22628613553788637, + "TN": 149012545, + "TP": 21487, + "n_pred": 28955, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4257343150937645, + "FN": 355870, + "FP": 73706, + "IoU": 0.27043358638610077, + "TN": 100123990, + "TP": 159234, + "n_pred": 232940, + "n_ref": 515104 + }, + "10": { + "Dice": 0.13077349671217683, + "FN": 31043, + "FP": 67702, + "IoU": 0.06996128959339945, + "TN": 100606627, + "TP": 7428, + "n_pred": 75130, + "n_ref": 38471 + }, + "11": { + "Dice": 0.31067260257490076, + "FN": 2190, + "FP": 3539, + "IoU": 0.1839031339031339, + "TN": 100705780, + "TP": 1291, + "n_pred": 4830, + "n_ref": 3481 + }, + "12": { + "Dice": 0.25228985507246376, + "FN": 4785, + "FP": 1664, + "IoU": 0.14435451771261776, + "TN": 100705263, + "TP": 1088, + "n_pred": 2752, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 6325, + "IoU": 0.0, + "TN": 100667320, + "TP": 0, + "n_pred": 6325, + "n_ref": 39155 + }, + "14": { + "Dice": 0.1935321519698495, + "FN": 137360, + "FP": 446, + "IoU": 0.10713290700461964, + "TN": 100558459, + "TP": 16535, + "n_pred": 16981, + "n_ref": 153895 + }, + "15": { + "Dice": 0.12673589269642804, + "FN": 88718, + "FP": 1519, + "IoU": 0.06765511184584388, + "TN": 100616015, + "TP": 6548, + "n_pred": 8067, + "n_ref": 95266 + }, + "2": { + "Dice": 0.018168473588189654, + "FN": 230990, + "FP": 3113, + "IoU": 0.009167516686488705, + "TN": 100476531, + "TP": 2166, + "n_pred": 5279, + "n_ref": 233156 + }, + "3": { + "Dice": 0.5228212501230005, + "FN": 104398, + "FP": 113823, + "IoU": 0.3539322848819308, + "TN": 100375032, + "TP": 119547, + "n_pred": 233370, + "n_ref": 223945 + }, + "4": { + "Dice": 0.005356700970902051, + "FN": 57468, + "FP": 10863, + "IoU": 0.002685543311683573, + "TN": 100644285, + "TP": 184, + "n_pred": 11047, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0, + "FN": 16473, + "FP": 243, + "IoU": 0.0, + "TN": 100696084, + "TP": 0, + "n_pred": 243, + "n_ref": 16473 + }, + "6": { + "Dice": 0.29734855435308805, + "FN": 1612192, + "FP": 589671, + "IoU": 0.1746385351583878, + "TN": 98045044, + "TP": 465893, + "n_pred": 1055564, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.29123915926694705, + "FN": 113228, + "FP": 174278, + "IoU": 0.170438807072619, + "TN": 100366224, + "TP": 59070, + "n_pred": 233348, + "n_ref": 172298 + }, + "8": { + "Dice": 0.7046737839051893, + "FN": 22073, + "FP": 48274, + "IoU": 0.5440126009567393, + "TN": 100558526, + "TP": 83927, + "n_pred": 132201, + "n_ref": 106000 + }, + "9": { + "Dice": 0.5786684408552812, + "FN": 51409, + "FP": 22051, + "IoU": 0.40713121237066807, + "TN": 100588894, + "TP": 50446, + "n_pred": 72497, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4362877120622169, + "FN": 35311, + "FP": 74574, + "IoU": 0.279007663639704, + "TN": 78798292, + "TP": 42523, + "n_pred": 117097, + "n_ref": 77834 + }, + "10": { + "Dice": 0.38072270561225474, + "FN": 29077, + "FP": 3022, + "IoU": 0.23511890578087022, + "TN": 78908734, + "TP": 9867, + "n_pred": 12889, + "n_ref": 38944 + }, + "11": { + "Dice": 0.20538852010933228, + "FN": 1105, + "FP": 930, + "IoU": 0.1144473455178416, + "TN": 78948402, + "TP": 263, + "n_pred": 1193, + "n_ref": 1368 + }, + "12": { + "Dice": 0.0, + "FN": 2560, + "FP": 15, + "IoU": 0.0, + "TN": 78948125, + "TP": 0, + "n_pred": 15, + "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": 0.13284762561123692, + "FN": 25245, + "FP": 1178, + "IoU": 0.07114985762997855, + "TN": 78922253, + "TP": 2024, + "n_pred": 3202, + "n_ref": 27269 + }, + "15": { + "Dice": 0.65090372226199, + "FN": 30021, + "FP": 1191, + "IoU": 0.48247388492787263, + "TN": 78890390, + "TP": 29098, + "n_pred": 30289, + "n_ref": 59119 + }, + "2": { + "Dice": 0.04874785491986853, + "FN": 97607, + "FP": 508, + "IoU": 0.024982857824285245, + "TN": 78850071, + "TP": 2514, + "n_pred": 3022, + "n_ref": 100121 + }, + "3": { + "Dice": 0.5040273499931202, + "FN": 37057, + "FP": 56661, + "IoU": 0.3369228374534803, + "TN": 78809362, + "TP": 47620, + "n_pred": 104281, + "n_ref": 84677 + }, + "4": { + "Dice": 0.7578194230201188, + "FN": 5583, + "FP": 1796, + "IoU": 0.6100718664130205, + "TN": 78931776, + "TP": 11545, + "n_pred": 13341, + "n_ref": 17128 + }, + "5": { + "Dice": 0.007615012453121869, + "FN": 34665, + "FP": 0, + "IoU": 0.003822058739007989, + "TN": 78915902, + "TP": 133, + "n_pred": 133, + "n_ref": 34798 + }, + "6": { + "Dice": 0.7003238408045996, + "FN": 281497, + "FP": 82733, + "IoU": 0.5388448775102207, + "TN": 78160879, + "TP": 425591, + "n_pred": 508324, + "n_ref": 707088 + }, + "7": { + "Dice": 0.010302806204561114, + "FN": 717240, + "FP": 26848, + "IoU": 0.0051780774666058795, + "TN": 78202739, + "TP": 3873, + "n_pred": 30721, + "n_ref": 721113 + }, + "8": { + "Dice": 0.4004786097159702, + "FN": 248102, + "FP": 420, + "IoU": 0.25037402572331746, + "TN": 78619172, + "TP": 83006, + "n_pred": 83426, + "n_ref": 331108 + }, + "9": { + "Dice": 0.2902150953500134, + "FN": 47293, + "FP": 423, + "IoU": 0.16973778079379165, + "TN": 78893229, + "TP": 9755, + "n_pred": 10178, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6340287226001512, + "FN": 22378, + "FP": 122876, + "IoU": 0.46415962992064985, + "TN": 104733363, + "TP": 125823, + "n_pred": 248699, + "n_ref": 148201 + }, + "10": { + "Dice": 0.3915665407941412, + "FN": 53015, + "FP": 53327, + "IoU": 0.24344590604790803, + "TN": 104863879, + "TP": 34219, + "n_pred": 87546, + "n_ref": 87234 + }, + "11": { + "Dice": 0.3433689024390244, + "FN": 3430, + "FP": 16, + "IoU": 0.20726938118242466, + "TN": 105000093, + "TP": 901, + "n_pred": 917, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6008848371095321, + "FN": 2592, + "FP": 385, + "IoU": 0.4294748945956305, + "TN": 104999222, + "TP": 2241, + "n_pred": 2626, + "n_ref": 4833 + }, + "13": { + "Dice": 0.28495627395106615, + "FN": 63318, + "FP": 9452, + "IoU": 0.16615102555288186, + "TN": 104917170, + "TP": 14500, + "n_pred": 23952, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9178306297397716, + "FN": 6966, + "FP": 4335, + "IoU": 0.8481395380087883, + "TN": 104930023, + "TP": 63116, + "n_pred": 67451, + "n_ref": 70082 + }, + "15": { + "Dice": 0.29914028242930635, + "FN": 20028, + "FP": 271, + "IoU": 0.17587592870772603, + "TN": 104979809, + "TP": 4332, + "n_pred": 4603, + "n_ref": 24360 + }, + "2": { + "Dice": 0.31228187720243067, + "FN": 133929, + "FP": 28248, + "IoU": 0.18503201037196354, + "TN": 104805442, + "TP": 36821, + "n_pred": 65069, + "n_ref": 170750 + }, + "3": { + "Dice": 0.5743464135493792, + "FN": 40754, + "FP": 126424, + "IoU": 0.4028653377005147, + "TN": 104724473, + "TP": 112789, + "n_pred": 239213, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 20255, + "IoU": 0.0, + "TN": 104984185, + "TP": 0, + "n_pred": 20255, + "n_ref": 0 + }, + "5": { + "Dice": 0.1098377812663527, + "FN": 27981, + "FP": 6041, + "IoU": 0.058110240580271866, + "TN": 104968319, + "TP": 2099, + "n_pred": 8140, + "n_ref": 30080 + }, + "6": { + "Dice": 0.7994111453512046, + "FN": 74607, + "FP": 508164, + "IoU": 0.6658492141217268, + "TN": 103260404, + "TP": 1161265, + "n_pred": 1669429, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.6490564004472164, + "FN": 61448, + "FP": 120923, + "IoU": 0.48044670455678534, + "TN": 104653425, + "TP": 168644, + "n_pred": 289567, + "n_ref": 230092 + }, + "8": { + "Dice": 0.41004537961871723, + "FN": 261452, + "FP": 39898, + "IoU": 0.25789753642175356, + "TN": 104598364, + "TP": 104726, + "n_pred": 144624, + "n_ref": 366178 + }, + "9": { + "Dice": 0.4249246969902765, + "FN": 66962, + "FP": 5015, + "IoU": 0.2697805598108939, + "TN": 104905871, + "TP": 26592, + "n_pred": 31607, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5300138289679616, + "FN": 226105, + "FP": 114431, + "IoU": 0.36055701707442106, + "TN": 177143737, + "TP": 192015, + "n_pred": 306446, + "n_ref": 418120 + }, + "10": { + "Dice": 0.03408406691818147, + "FN": 69725, + "FP": 57008, + "IoU": 0.01733749970923245, + "TN": 177547319, + "TP": 2236, + "n_pred": 59244, + "n_ref": 71961 + }, + "11": { + "Dice": 0.49522930132348414, + "FN": 3134, + "FP": 146, + "IoU": 0.3291061566782573, + "TN": 177671399, + "TP": 1609, + "n_pred": 1755, + "n_ref": 4743 + }, + "12": { + "Dice": 0.31747055976770444, + "FN": 4214, + "FP": 17, + "IoU": 0.18868648130393098, + "TN": 177671073, + "TP": 984, + "n_pred": 1001, + "n_ref": 5198 + }, + "13": { + "Dice": 0.24214408355261152, + "FN": 65166, + "FP": 9429, + "IoU": 0.13774967634547808, + "TN": 177589776, + "TP": 11917, + "n_pred": 21346, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8982501173028622, + "FN": 11156, + "FP": 3590, + "IoU": 0.8152940439656792, + "TN": 177596453, + "TP": 65089, + "n_pred": 68679, + "n_ref": 76245 + }, + "15": { + "Dice": 0.37317731773177315, + "FN": 16950, + "FP": 3942, + "IoU": 0.22939028438641143, + "TN": 177649177, + "TP": 6219, + "n_pred": 10161, + "n_ref": 23169 + }, + "2": { + "Dice": 0.14413314124755414, + "FN": 197608, + "FP": 1411, + "IoU": 0.07766351372018333, + "TN": 177460511, + "TP": 16758, + "n_pred": 18169, + "n_ref": 214366 + }, + "3": { + "Dice": 0.6704476950047465, + "FN": 13531, + "FP": 176709, + "IoU": 0.5042657535817217, + "TN": 177292534, + "TP": 193514, + "n_pred": 370223, + "n_ref": 207045 + }, + "4": { + "Dice": 0.3121004287946107, + "FN": 20349, + "FP": 41736, + "IoU": 0.1849046199897596, + "TN": 177600119, + "TP": 14084, + "n_pred": 55820, + "n_ref": 34433 + }, + "5": { + "Dice": 0.4354149879129734, + "FN": 20374, + "FP": 7652, + "IoU": 0.27829423428527283, + "TN": 177637455, + "TP": 10807, + "n_pred": 18459, + "n_ref": 31181 + }, + "6": { + "Dice": 0.7862602061320018, + "FN": 192431, + "FP": 684606, + "IoU": 0.6477996437987041, + "TN": 175186123, + "TP": 1613128, + "n_pred": 2297734, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.7109195041722312, + "FN": 130233, + "FP": 63285, + "IoU": 0.5514934920458338, + "TN": 177244816, + "TP": 237954, + "n_pred": 301239, + "n_ref": 368187 + }, + "8": { + "Dice": 0.603275844743787, + "FN": 85377, + "FP": 64649, + "IoU": 0.4319219671783532, + "TN": 177412194, + "TP": 114068, + "n_pred": 178717, + "n_ref": 199445 + }, + "9": { + "Dice": 0.4195598299342928, + "FN": 98317, + "FP": 3801, + "IoU": 0.2654702391656177, + "TN": 177537263, + "TP": 36907, + "n_pred": 40708, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7270286929536425, + "FN": 50831, + "FP": 51468, + "IoU": 0.571127321510921, + "TN": 193767005, + "TP": 136231, + "n_pred": 187699, + "n_ref": 187062 + }, + "10": { + "Dice": 0.648144308521667, + "FN": 41719, + "FP": 7494, + "IoU": 0.4794478527607362, + "TN": 193910995, + "TP": 45327, + "n_pred": 52821, + "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": 0.1672055427251732, + "FN": 3588, + "FP": 18, + "IoU": 0.09122983870967742, + "TN": 194001567, + "TP": 362, + "n_pred": 380, + "n_ref": 3950 + }, + "13": { + "Dice": 0.3570687711386697, + "FN": 51041, + "FP": 5987, + "IoU": 0.21733640755379885, + "TN": 193932671, + "TP": 15836, + "n_pred": 21823, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7939362997290186, + "FN": 15254, + "FP": 16228, + "IoU": 0.6582872028655161, + "TN": 193913405, + "TP": 60648, + "n_pred": 76876, + "n_ref": 75902 + }, + "15": { + "Dice": 0.4660602648810406, + "FN": 13101, + "FP": 4920, + "IoU": 0.30383218728270106, + "TN": 193979649, + "TP": 7865, + "n_pred": 12785, + "n_ref": 20966 + }, + "2": { + "Dice": 0.005926659358534601, + "FN": 138480, + "FP": 2077, + "IoU": 0.0029721371013505843, + "TN": 193864559, + "TP": 419, + "n_pred": 2496, + "n_ref": 138899 + }, + "3": { + "Dice": 0.5215161611051998, + "FN": 29912, + "FP": 162105, + "IoU": 0.35273714016045304, + "TN": 193708875, + "TP": 104643, + "n_pred": 266748, + "n_ref": 134555 + }, + "4": { + "Dice": 0.4896853956603841, + "FN": 14157, + "FP": 166, + "IoU": 0.3242274121255013, + "TN": 193984340, + "TP": 6872, + "n_pred": 7038, + "n_ref": 21029 + }, + "5": { + "Dice": 0.041600452025285166, + "FN": 26681, + "FP": 458, + "IoU": 0.02124206578188113, + "TN": 193977807, + "TP": 589, + "n_pred": 1047, + "n_ref": 27270 + }, + "6": { + "Dice": 0.8222063342336798, + "FN": 261640, + "FP": 224274, + "IoU": 0.6980903006459277, + "TN": 192396067, + "TP": 1123554, + "n_pred": 1347828, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.49031664455174145, + "FN": 206866, + "FP": 32439, + "IoU": 0.32478111571029117, + "TN": 193651124, + "TP": 115106, + "n_pred": 147545, + "n_ref": 321972 + }, + "8": { + "Dice": 0.5846334813836183, + "FN": 140508, + "FP": 2857, + "IoU": 0.4130615453268866, + "TN": 193761276, + "TP": 100894, + "n_pred": 103751, + "n_ref": 241402 + }, + "9": { + "Dice": 0.5219258117269053, + "FN": 62193, + "FP": 4168, + "IoU": 0.35311205341911583, + "TN": 193902950, + "TP": 36224, + "n_pred": 40392, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7281735632338382, + "FN": 33179, + "FP": 27500, + "IoU": 0.5725416158869485, + "TN": 99513847, + "TP": 81274, + "n_pred": 108774, + "n_ref": 114453 + }, + "10": { + "Dice": 0.5868706629263251, + "FN": 39886, + "FP": 4884, + "IoU": 0.4152986195457692, + "TN": 99579231, + "TP": 31799, + "n_pred": 36683, + "n_ref": 71685 + }, + "11": { + "Dice": 0.2844360725217801, + "FN": 3038, + "FP": 1, + "IoU": 0.16579741970903103, + "TN": 99652157, + "TP": 604, + "n_pred": 605, + "n_ref": 3642 + }, + "12": { + "Dice": 0.11755403268318397, + "FN": 3345, + "FP": 3, + "IoU": 0.06244749369924391, + "TN": 99652229, + "TP": 223, + "n_pred": 226, + "n_ref": 3568 + }, + "13": { + "Dice": 0.10308895254316018, + "FN": 42102, + "FP": 15825, + "IoU": 0.05434569674807366, + "TN": 99594544, + "TP": 3329, + "n_pred": 19154, + "n_ref": 45431 + }, + "14": { + "Dice": 0.3530048288268791, + "FN": 41091, + "FP": 6742, + "IoU": 0.21433264347426167, + "TN": 99594918, + "TP": 13049, + "n_pred": 19791, + "n_ref": 54140 + }, + "15": { + "Dice": 4.0338846308995566e-05, + "FN": 37946, + "FP": 11632, + "IoU": 2.016982996833337e-05, + "TN": 99606221, + "TP": 1, + "n_pred": 11633, + "n_ref": 37947 + }, + "2": { + "Dice": 0.450647252851668, + "FN": 64953, + "FP": 56460, + "IoU": 0.2908616218489358, + "TN": 99484588, + "TP": 49799, + "n_pred": 106259, + "n_ref": 114752 + }, + "3": { + "Dice": 0.499362338232527, + "FN": 76039, + "FP": 19745, + "IoU": 0.3327667637265419, + "TN": 99512246, + "TP": 47770, + "n_pred": 67515, + "n_ref": 123809 + }, + "4": { + "Dice": 0.6745137872315, + "FN": 7617, + "FP": 3278, + "IoU": 0.5088802740714028, + "TN": 99633616, + "TP": 11289, + "n_pred": 14567, + "n_ref": 18906 + }, + "5": { + "Dice": 0.000574052812858783, + "FN": 6964, + "FP": 0, + "IoU": 0.0002871088142405972, + "TN": 99648834, + "TP": 2, + "n_pred": 2, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9217026751595162, + "FN": 98307, + "FP": 115050, + "IoU": 0.8547760009474815, + "TN": 98186642, + "TP": 1255801, + "n_pred": 1370851, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.5834720215393979, + "FN": 60569, + "FP": 91350, + "IoU": 0.4119029277300124, + "TN": 99397477, + "TP": 106404, + "n_pred": 197754, + "n_ref": 166973 + }, + "8": { + "Dice": 0.7568741571438711, + "FN": 20945, + "FP": 30436, + "IoU": 0.6088475768510483, + "TN": 99524442, + "TP": 79977, + "n_pred": 110413, + "n_ref": 100922 + }, + "9": { + "Dice": 0.3658738591016707, + "FN": 73667, + "FP": 2132, + "IoU": 0.22389572625069112, + "TN": 99558134, + "TP": 21867, + "n_pred": 23999, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5854022741689066, + "FN": 209737, + "FP": 126219, + "IoU": 0.4138295032426802, + "TN": 62510383, + "TP": 237181, + "n_pred": 363400, + "n_ref": 446918 + }, + "10": { + "Dice": 0.4920456972026479, + "FN": 43194, + "FP": 13896, + "IoU": 0.3263001380677594, + "TN": 62998779, + "TP": 27651, + "n_pred": 41547, + "n_ref": 70845 + }, + "11": { + "Dice": 0.5971966064182959, + "FN": 1926, + "FP": 258, + "IoU": 0.4257165395740205, + "TN": 63079717, + "TP": 1619, + "n_pred": 1877, + "n_ref": 3545 + }, + "12": { + "Dice": 0.40830601092896174, + "FN": 2568, + "FP": 139, + "IoU": 0.2565229332600934, + "TN": 63079879, + "TP": 934, + "n_pred": 1073, + "n_ref": 3502 + }, + "13": { + "Dice": 0.10156281386846651, + "FN": 43127, + "FP": 1599, + "IoU": 0.05349811656156093, + "TN": 63036266, + "TP": 2528, + "n_pred": 4127, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 660, + "IoU": 0.0, + "TN": 63082860, + "TP": 0, + "n_pred": 660, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.28533784640488646, + "FN": 98092, + "FP": 31547, + "IoU": 0.16641053504716466, + "TN": 62928001, + "TP": 25880, + "n_pred": 57427, + "n_ref": 123972 + }, + "3": { + "Dice": 0.5288148452565359, + "FN": 35585, + "FP": 128370, + "IoU": 0.3594481928746401, + "TN": 62827561, + "TP": 92004, + "n_pred": 220374, + "n_ref": 127589 + }, + "4": { + "Dice": 0.017707820954254796, + "FN": 17867, + "FP": 106, + "IoU": 0.008933002481389578, + "TN": 63065385, + "TP": 162, + "n_pred": 268, + "n_ref": 18029 + }, + "5": { + "Dice": 0.008087343307723413, + "FN": 16884, + "FP": 287, + "IoU": 0.004060089321965083, + "TN": 63066279, + "TP": 70, + "n_pred": 357, + "n_ref": 16954 + }, + "6": { + "Dice": 0.7054081106381639, + "FN": 367836, + "FP": 268476, + "IoU": 0.544888405708993, + "TN": 61685375, + "TP": 761833, + "n_pred": 1030309, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.4615694773448919, + "FN": 83393, + "FP": 87535, + "IoU": 0.30002620888481196, + "TN": 62839328, + "TP": 73264, + "n_pred": 160799, + "n_ref": 156657 + }, + "8": { + "Dice": 0.6534208550431162, + "FN": 54521, + "FP": 6409, + "IoU": 0.4852450429596087, + "TN": 62965153, + "TP": 57437, + "n_pred": 63846, + "n_ref": 111958 + }, + "9": { + "Dice": 0.6493931307566497, + "FN": 20257, + "FP": 4181, + "IoU": 0.48081580624601655, + "TN": 63036450, + "TP": 22632, + "n_pred": 26813, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5005682225771254, + "FN": 179909, + "FP": 84651, + "IoU": 0.3338386114755213, + "TN": 109211677, + "TP": 132581, + "n_pred": 217232, + "n_ref": 312490 + }, + "10": { + "Dice": 0.2929146978039859, + "FN": 65426, + "FP": 43212, + "IoU": 0.17158761628793656, + "TN": 109477678, + "TP": 22502, + "n_pred": 65714, + "n_ref": 87928 + }, + "11": { + "Dice": 0.6565599319920657, + "FN": 2149, + "FP": 275, + "IoU": 0.4887154608732335, + "TN": 109604077, + "TP": 2317, + "n_pred": 2592, + "n_ref": 4466 + }, + "12": { + "Dice": 0.462323132609411, + "FN": 2676, + "FP": 592, + "IoU": 0.30066338540552107, + "TN": 109604145, + "TP": 1405, + "n_pred": 1997, + "n_ref": 4081 + }, + "13": { + "Dice": 0.10311717956503984, + "FN": 75855, + "FP": 9800, + "IoU": 0.054361386193267754, + "TN": 109518239, + "TP": 4924, + "n_pred": 14724, + "n_ref": 80779 + }, + "14": { + "Dice": 0.38632644473536565, + "FN": 63865, + "FP": 41137, + "IoU": 0.23940805342875562, + "TN": 109470765, + "TP": 33051, + "n_pred": 74188, + "n_ref": 96916 + }, + "15": { + "Dice": 0.5782844061877704, + "FN": 54028, + "FP": 18187, + "IoU": 0.40675111724500523, + "TN": 109487090, + "TP": 49513, + "n_pred": 67700, + "n_ref": 103541 + }, + "2": { + "Dice": 0.40085691251430355, + "FN": 152406, + "FP": 31900, + "IoU": 0.2506698216383898, + "TN": 109362857, + "TP": 61655, + "n_pred": 93555, + "n_ref": 214061 + }, + "3": { + "Dice": 0.6826118814339082, + "FN": 75204, + "FP": 83332, + "IoU": 0.5181554864612682, + "TN": 109279799, + "TP": 170483, + "n_pred": 253815, + "n_ref": 245687 + }, + "4": { + "Dice": 0.34119199986633025, + "FN": 29870, + "FP": 48988, + "IoU": 0.2056850460323536, + "TN": 109509540, + "TP": 20420, + "n_pred": 69408, + "n_ref": 50290 + }, + "5": { + "Dice": 0.11868773617313638, + "FN": 9861, + "FP": 401, + "IoU": 0.06308773851912718, + "TN": 109597865, + "TP": 691, + "n_pred": 1092, + "n_ref": 10552 + }, + "6": { + "Dice": 0.6874688833958681, + "FN": 148563, + "FP": 853313, + "IoU": 0.523773398359144, + "TN": 107505038, + "TP": 1101904, + "n_pred": 1955217, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.45099550762243557, + "FN": 836710, + "FP": 42821, + "IoU": 0.291151839676206, + "TN": 108368029, + "TP": 361258, + "n_pred": 404079, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8477757533286615, + "FN": 13807, + "FP": 13346, + "IoU": 0.7357732279786696, + "TN": 109506054, + "TP": 75611, + "n_pred": 88957, + "n_ref": 89418 + }, + "9": { + "Dice": 0.612760801520061, + "FN": 21823, + "FP": 20364, + "IoU": 0.4417124330046979, + "TN": 109533253, + "TP": 33378, + "n_pred": 53742, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4926817951746246, + "FN": 12054, + "FP": 84166, + "IoU": 0.32685984525192036, + "TN": 66924410, + "TP": 46722, + "n_pred": 130888, + "n_ref": 58776 + }, + "10": { + "Dice": 0.24488862556778612, + "FN": 67016, + "FP": 5631, + "IoU": 0.13952882371753111, + "TN": 66982925, + "TP": 11780, + "n_pred": 17411, + "n_ref": 78796 + }, + "11": { + "Dice": 0.09924812030075188, + "FN": 2961, + "FP": 34, + "IoU": 0.05221518987341772, + "TN": 67064192, + "TP": 165, + "n_pred": 199, + "n_ref": 3126 + }, + "12": { + "Dice": 0.043593519882179674, + "FN": 3237, + "FP": 10, + "IoU": 0.022282445046672688, + "TN": 67064031, + "TP": 74, + "n_pred": 84, + "n_ref": 3311 + }, + "13": { + "Dice": 0.1385015678163987, + "FN": 35097, + "FP": 3642, + "IoU": 0.07440326858289728, + "TN": 67025499, + "TP": 3114, + "n_pred": 6756, + "n_ref": 38211 + }, + "14": { + "Dice": 0.12099941505807638, + "FN": 70408, + "FP": 3225, + "IoU": 0.06439562394378724, + "TN": 66988651, + "TP": 5068, + "n_pred": 8293, + "n_ref": 75476 + }, + "15": { + "Dice": 0.0, + "FN": 31362, + "FP": 24102, + "IoU": 0.0, + "TN": 67011888, + "TP": 0, + "n_pred": 24102, + "n_ref": 31362 + }, + "2": { + "Dice": 0.0, + "FN": 146038, + "FP": 3, + "IoU": 0.0, + "TN": 66921311, + "TP": 0, + "n_pred": 3, + "n_ref": 146038 + }, + "3": { + "Dice": 0.6964396402541172, + "FN": 9252, + "FP": 122485, + "IoU": 0.5342596029767902, + "TN": 66784497, + "TP": 151118, + "n_pred": 273603, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 670, + "IoU": 0.0, + "TN": 67053643, + "TP": 0, + "n_pred": 670, + "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": 0.7836986509909915, + "FN": 346275, + "FP": 58666, + "IoU": 0.6443293445571826, + "TN": 65928824, + "TP": 733587, + "n_pred": 792253, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.06851217529222034, + "FN": 338759, + "FP": 10684, + "IoU": 0.035471191904917, + "TN": 66705058, + "TP": 12851, + "n_pred": 23535, + "n_ref": 351610 + }, + "8": { + "Dice": 0.804268699155817, + "FN": 17547, + "FP": 15632, + "IoU": 0.672616580822134, + "TN": 66966006, + "TP": 68167, + "n_pred": 83799, + "n_ref": 85714 + }, + "9": { + "Dice": 0.517943868604427, + "FN": 49136, + "FP": 3371, + "IoU": 0.349476553304838, + "TN": 66986637, + "TP": 28208, + "n_pred": 31579, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48576986168753755, + "FN": 98929, + "FP": 73172, + "IoU": 0.3208031919301943, + "TN": 74265891, + "TP": 81288, + "n_pred": 154460, + "n_ref": 180217 + }, + "10": { + "Dice": 0.4058185936151855, + "FN": 41098, + "FP": 2976, + "IoU": 0.25456236786469344, + "TN": 74460155, + "TP": 15051, + "n_pred": 18027, + "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": 0.3026569118213323, + "FN": 1808, + "FP": 3, + "IoU": 0.17831215970961886, + "TN": 74517076, + "TP": 393, + "n_pred": 396, + "n_ref": 2201 + }, + "13": { + "Dice": 0.03031974587716128, + "FN": 42093, + "FP": 8886, + "IoU": 0.01539323238566131, + "TN": 74467504, + "TP": 797, + "n_pred": 9683, + "n_ref": 42890 + }, + "14": { + "Dice": 0.4629847948973731, + "FN": 16609, + "FP": 18921, + "IoU": 0.30122330173464973, + "TN": 74468434, + "TP": 15316, + "n_pred": 34237, + "n_ref": 31925 + }, + "15": { + "Dice": 0.31843023638638307, + "FN": 23105, + "FP": 7948, + "IoU": 0.18936486803978386, + "TN": 74480973, + "TP": 7254, + "n_pred": 15202, + "n_ref": 30359 + }, + "2": { + "Dice": 0.01871762564748705, + "FN": 139571, + "FP": 615, + "IoU": 0.009447227659108413, + "TN": 74377757, + "TP": 1337, + "n_pred": 1952, + "n_ref": 140908 + }, + "3": { + "Dice": 0.5531448617958016, + "FN": 29186, + "FP": 175126, + "IoU": 0.38230839231241326, + "TN": 74188513, + "TP": 126455, + "n_pred": 301581, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 9274, + "IoU": 0.0, + "TN": 74496728, + "TP": 0, + "n_pred": 9274, + "n_ref": 13278 + }, + "5": { + "Dice": 0.22186421173762946, + "FN": 8708, + "FP": 1435, + "IoU": 0.12477349210458193, + "TN": 74507691, + "TP": 1446, + "n_pred": 2881, + "n_ref": 10154 + }, + "6": { + "Dice": 0.8173898266641996, + "FN": 441906, + "FP": 78199, + "IoU": 0.6911743574457675, + "TN": 72835142, + "TP": 1164033, + "n_pred": 1242232, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.18497830337875212, + "FN": 143447, + "FP": 65787, + "IoU": 0.10191520229377882, + "TN": 74286302, + "TP": 23744, + "n_pred": 89531, + "n_ref": 167191 + }, + "8": { + "Dice": 0.84956369982548, + "FN": 3529, + "FP": 18021, + "IoU": 0.7384708737864077, + "TN": 74436880, + "TP": 60850, + "n_pred": 78871, + "n_ref": 64379 + }, + "9": { + "Dice": 0.5076296347441829, + "FN": 59774, + "FP": 4405, + "IoU": 0.34014990284075136, + "TN": 74422017, + "TP": 33084, + "n_pred": 37489, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.640058267195483, + "FN": 133968, + "FP": 33564, + "IoU": 0.47065124317902474, + "TN": 65734693, + "TP": 148955, + "n_pred": 182519, + "n_ref": 282923 + }, + "10": { + "Dice": 0.2708673221923365, + "FN": 65104, + "FP": 34112, + "IoU": 0.15664924136172384, + "TN": 65933535, + "TP": 18429, + "n_pred": 52541, + "n_ref": 83533 + }, + "11": { + "Dice": 0.03371035706365048, + "FN": 3561, + "FP": 796, + "IoU": 0.01714414617640424, + "TN": 66046747, + "TP": 76, + "n_pred": 872, + "n_ref": 3637 + }, + "12": { + "Dice": 0.4458343757818364, + "FN": 2135, + "FP": 80, + "IoU": 0.28686413393432064, + "TN": 66048074, + "TP": 891, + "n_pred": 971, + "n_ref": 3026 + }, + "13": { + "Dice": 0.19900718172668497, + "FN": 41793, + "FP": 5162, + "IoU": 0.1104985981662499, + "TN": 65998392, + "TP": 5833, + "n_pred": 10995, + "n_ref": 47626 + }, + "14": { + "Dice": 0.7710689443051152, + "FN": 9784, + "FP": 19244, + "IoU": 0.6274305956643949, + "TN": 65973267, + "TP": 48885, + "n_pred": 68129, + "n_ref": 58669 + }, + "15": { + "Dice": 0.6252095387443898, + "FN": 13034, + "FP": 828, + "IoU": 0.45476714915040906, + "TN": 66025756, + "TP": 11562, + "n_pred": 12390, + "n_ref": 24596 + }, + "2": { + "Dice": 0.539089027253909, + "FN": 78061, + "FP": 34605, + "IoU": 0.36900881526036944, + "TN": 65872626, + "TP": 65888, + "n_pred": 100493, + "n_ref": 143949 + }, + "3": { + "Dice": 0.3995515491936945, + "FN": 103904, + "FP": 55162, + "IoU": 0.24964974597738562, + "TN": 65839191, + "TP": 52923, + "n_pred": 108085, + "n_ref": 156827 + }, + "4": { + "Dice": 0.49713009726197793, + "FN": 12942, + "FP": 20613, + "IoU": 0.33078718015197145, + "TN": 66001039, + "TP": 16586, + "n_pred": 37199, + "n_ref": 29528 + }, + "5": { + "Dice": 0.21177922764944454, + "FN": 8778, + "FP": 162, + "IoU": 0.11843013509515826, + "TN": 66041039, + "TP": 1201, + "n_pred": 1363, + "n_ref": 9979 + }, + "6": { + "Dice": 0.7394152771452178, + "FN": 84276, + "FP": 577709, + "IoU": 0.5865653166656674, + "TN": 64449996, + "TP": 939199, + "n_pred": 1516908, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.27813592861862696, + "FN": 816792, + "FP": 12375, + "IoU": 0.1615318730679427, + "TN": 65062273, + "TP": 159740, + "n_pred": 172115, + "n_ref": 976532 + }, + "8": { + "Dice": 0.8075969699946264, + "FN": 11413, + "FP": 21886, + "IoU": 0.6772852380213986, + "TN": 65947996, + "TP": 69885, + "n_pred": 91771, + "n_ref": 81298 + }, + "9": { + "Dice": 0.37300165459006107, + "FN": 53741, + "FP": 1206, + "IoU": 0.2292575500413797, + "TN": 65979889, + "TP": 16344, + "n_pred": 17550, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7564082320122112, + "FN": 9936, + "FP": 82624, + "IoU": 0.6082448046726203, + "TN": 113236270, + "TP": 143710, + "n_pred": 226334, + "n_ref": 153646 + }, + "10": { + "Dice": 0.623305788993188, + "FN": 27312, + "FP": 37056, + "IoU": 0.4527554369080614, + "TN": 113354918, + "TP": 53254, + "n_pred": 90310, + "n_ref": 80566 + }, + "11": { + "Dice": 0.4140453547915143, + "FN": 2381, + "FP": 22, + "IoU": 0.261070110701107, + "TN": 113469288, + "TP": 849, + "n_pred": 871, + "n_ref": 3230 + }, + "12": { + "Dice": 0.0, + "FN": 4083, + "FP": 1, + "IoU": 0.0, + "TN": 113468456, + "TP": 0, + "n_pred": 1, + "n_ref": 4083 + }, + "13": { + "Dice": 0.10299178683782699, + "FN": 71998, + "FP": 12972, + "IoU": 0.05429169263645268, + "TN": 113382692, + "TP": 4878, + "n_pred": 17850, + "n_ref": 76876 + }, + "14": { + "Dice": 0.5339309394024124, + "FN": 167162, + "FP": 1191, + "IoU": 0.3641922156005227, + "TN": 113207754, + "TP": 96433, + "n_pred": 97624, + "n_ref": 263595 + }, + "15": { + "Dice": 0.3443848495516577, + "FN": 13568, + "FP": 18091, + "IoU": 0.2080102066343123, + "TN": 113432566, + "TP": 8315, + "n_pred": 26406, + "n_ref": 21883 + }, + "2": { + "Dice": 0.2319014473388191, + "FN": 110080, + "FP": 2587, + "IoU": 0.131158665895508, + "TN": 113342865, + "TP": 17008, + "n_pred": 19595, + "n_ref": 127088 + }, + "3": { + "Dice": 0.5893566322478158, + "FN": 20872, + "FP": 117684, + "IoU": 0.4177927927927928, + "TN": 113234556, + "TP": 99428, + "n_pred": 217112, + "n_ref": 120300 + }, + "4": { + "Dice": 0.6737831409177931, + "FN": 7864, + "FP": 14628, + "IoU": 0.5080489938757655, + "TN": 113426820, + "TP": 23228, + "n_pred": 37856, + "n_ref": 31092 + }, + "5": { + "Dice": 0.03760643330179754, + "FN": 32190, + "FP": 362, + "IoU": 0.01916355309147885, + "TN": 113439352, + "TP": 636, + "n_pred": 998, + "n_ref": 32826 + }, + "6": { + "Dice": 0.8595272403901983, + "FN": 252463, + "FP": 38823, + "IoU": 0.7536587201646752, + "TN": 112290091, + "TP": 891163, + "n_pred": 929986, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.3937720854686998, + "FN": 152445, + "FP": 49478, + "IoU": 0.2451533072649924, + "TN": 113205038, + "TP": 65579, + "n_pred": 115057, + "n_ref": 218024 + }, + "8": { + "Dice": 0.5727870499326468, + "FN": 114224, + "FP": 35468, + "IoU": 0.4013325761272106, + "TN": 113222498, + "TP": 100350, + "n_pred": 135818, + "n_ref": 214574 + }, + "9": { + "Dice": 0.12378830551935768, + "FN": 98877, + "FP": 5344, + "IoU": 0.0659777923160338, + "TN": 113360957, + "TP": 7362, + "n_pred": 12706, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5927502781896471, + "FN": 23048, + "FP": 120051, + "IoU": 0.42121186382407305, + "TN": 74949489, + "TP": 104140, + "n_pred": 224191, + "n_ref": 127188 + }, + "10": { + "Dice": 0.4089488045972857, + "FN": 66110, + "FP": 32011, + "IoU": 0.2570305756212803, + "TN": 75064662, + "TP": 33945, + "n_pred": 65956, + "n_ref": 100055 + }, + "11": { + "Dice": 0.35400277649236467, + "FN": 2779, + "FP": 13, + "IoU": 0.21506887826820353, + "TN": 75193171, + "TP": 765, + "n_pred": 778, + "n_ref": 3544 + }, + "12": { + "Dice": 0.014008277618592805, + "FN": 3084, + "FP": 13, + "IoU": 0.007053542802180186, + "TN": 75193609, + "TP": 22, + "n_pred": 35, + "n_ref": 3106 + }, + "13": { + "Dice": 0.1045109560533725, + "FN": 51845, + "FP": 6677, + "IoU": 0.05513667113357121, + "TN": 75134791, + "TP": 3415, + "n_pred": 10092, + "n_ref": 55260 + }, + "14": { + "Dice": 0.8207338916380069, + "FN": 38434, + "FP": 2901, + "IoU": 0.6959700493538398, + "TN": 75060771, + "TP": 94622, + "n_pred": 97523, + "n_ref": 133056 + }, + "15": { + "Dice": 0.19953880979077196, + "FN": 64380, + "FP": 11294, + "IoU": 0.11082649871924424, + "TN": 75111622, + "TP": 9432, + "n_pred": 20726, + "n_ref": 73812 + }, + "2": { + "Dice": 0.3214884077164877, + "FN": 116090, + "FP": 11479, + "IoU": 0.19153183641652566, + "TN": 75038937, + "TP": 30222, + "n_pred": 41701, + "n_ref": 146312 + }, + "3": { + "Dice": 0.6296256454388984, + "FN": 24602, + "FP": 120004, + "IoU": 0.45945521626501296, + "TN": 74929209, + "TP": 122913, + "n_pred": 242917, + "n_ref": 147515 + }, + "4": { + "Dice": 0.7758750341810227, + "FN": 2264, + "FP": 10850, + "IoU": 0.6338201211850445, + "TN": 75160915, + "TP": 22699, + "n_pred": 33549, + "n_ref": 24963 + }, + "5": { + "Dice": 0.005180676078228209, + "FN": 7681, + "FP": 0, + "IoU": 0.002597065316192702, + "TN": 75189027, + "TP": 20, + "n_pred": 20, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8531763000756218, + "FN": 93345, + "FP": 307003, + "IoU": 0.7439472171109478, + "TN": 73633191, + "TP": 1163189, + "n_pred": 1470192, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.5767608459498341, + "FN": 63413, + "FP": 66328, + "IoU": 0.4052452072503232, + "TN": 74978586, + "TP": 88401, + "n_pred": 154729, + "n_ref": 151814 + }, + "8": { + "Dice": 0.7118245091677164, + "FN": 28796, + "FP": 16500, + "IoU": 0.55258349055206, + "TN": 75095489, + "TP": 55943, + "n_pred": 72443, + "n_ref": 84739 + }, + "9": { + "Dice": 0.39845483359746436, + "FN": 57119, + "FP": 3613, + "IoU": 0.24879400341389804, + "TN": 75115882, + "TP": 20114, + "n_pred": 23727, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6964289070576074, + "FN": 67635, + "FP": 61577, + "IoU": 0.5342469703632681, + "TN": 86650446, + "TP": 148214, + "n_pred": 209791, + "n_ref": 215849 + }, + "10": { + "Dice": 0.4670965557573333, + "FN": 38477, + "FP": 30777, + "IoU": 0.30471361879423725, + "TN": 86828267, + "TP": 30351, + "n_pred": 61128, + "n_ref": 68828 + }, + "11": { + "Dice": 0.40175182481751825, + "FN": 1902, + "FP": 147, + "IoU": 0.25137011326269637, + "TN": 86925135, + "TP": 688, + "n_pred": 835, + "n_ref": 2590 + }, + "12": { + "Dice": 0.3923109302651887, + "FN": 3517, + "FP": 814, + "IoU": 0.244021644266015, + "TN": 86922143, + "TP": 1398, + "n_pred": 2212, + "n_ref": 4915 + }, + "13": { + "Dice": 0.1184221430347228, + "FN": 51074, + "FP": 12754, + "IoU": 0.06293767892534684, + "TN": 86859757, + "TP": 4287, + "n_pred": 17041, + "n_ref": 55361 + }, + "14": { + "Dice": 0.7641111444792427, + "FN": 29846, + "FP": 3144, + "IoU": 0.6182684964476638, + "TN": 86841450, + "TP": 53432, + "n_pred": 56576, + "n_ref": 83278 + }, + "15": { + "Dice": 0.399622735455207, + "FN": 120918, + "FP": 4484, + "IoU": 0.24970533155435362, + "TN": 86760735, + "TP": 41735, + "n_pred": 46219, + "n_ref": 162653 + }, + "2": { + "Dice": 0.7102381012883389, + "FN": 54344, + "FP": 2671, + "IoU": 0.5506738119631177, + "TN": 86800982, + "TP": 69875, + "n_pred": 72546, + "n_ref": 124219 + }, + "3": { + "Dice": 0.4975990689117907, + "FN": 104082, + "FP": 29735, + "IoU": 0.33120258288935756, + "TN": 86727786, + "TP": 66269, + "n_pred": 96004, + "n_ref": 170351 + }, + "4": { + "Dice": 0.5606191256359403, + "FN": 3519, + "FP": 16863, + "IoU": 0.3894862962408267, + "TN": 86894487, + "TP": 13003, + "n_pred": 29866, + "n_ref": 16522 + }, + "5": { + "Dice": 0.4026312183088941, + "FN": 4004, + "FP": 355, + "IoU": 0.25205902539464653, + "TN": 86922044, + "TP": 1469, + "n_pred": 1824, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8053292073894608, + "FN": 127598, + "FP": 378446, + "IoU": 0.674101361120324, + "TN": 85375107, + "TP": 1046721, + "n_pred": 1425167, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.34606422129945213, + "FN": 805566, + "FP": 16959, + "IoU": 0.20923679489619926, + "TN": 85887706, + "TP": 217641, + "n_pred": 234600, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9147133085433595, + "FN": 4575, + "FP": 4714, + "IoU": 0.8428310378667389, + "TN": 86868770, + "TP": 49813, + "n_pred": 54527, + "n_ref": 54388 + }, + "9": { + "Dice": 0.6594408362846534, + "FN": 19944, + "FP": 11885, + "IoU": 0.49191475776199217, + "TN": 86865227, + "TP": 30816, + "n_pred": 42701, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3221203287152621, + "FN": 35370, + "FP": 188091, + "IoU": 0.1919805896859203, + "TN": 37473046, + "TP": 53093, + "n_pred": 241184, + "n_ref": 88463 + }, + "10": { + "Dice": 0.24456288362929096, + "FN": 49562, + "FP": 10252, + "IoU": 0.13931737078393, + "TN": 37680104, + "TP": 9682, + "n_pred": 19934, + "n_ref": 59244 + }, + "11": { + "Dice": 0.18640504555010512, + "FN": 2322, + "FP": 0, + "IoU": 0.10278207109737249, + "TN": 37747012, + "TP": 266, + "n_pred": 266, + "n_ref": 2588 + }, + "12": { + "Dice": 0.0, + "FN": 2917, + "FP": 6, + "IoU": 0.0, + "TN": 37746677, + "TP": 0, + "n_pred": 6, + "n_ref": 2917 + }, + "13": { + "Dice": 0.16015082357610638, + "FN": 40850, + "FP": 1470, + "IoU": 0.08704562614604681, + "TN": 37703245, + "TP": 4035, + "n_pred": 5505, + "n_ref": 44885 + }, + "14": { + "Dice": 0.5358355566335192, + "FN": 56089, + "FP": 20461, + "IoU": 0.36596678676440136, + "TN": 37628865, + "TP": 44185, + "n_pred": 64646, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 18746, + "IoU": 0.0, + "TN": 37730854, + "TP": 0, + "n_pred": 18746, + "n_ref": 0 + }, + "2": { + "Dice": 0.1816664392960606, + "FN": 88913, + "FP": 13062, + "IoU": 0.0999082034353099, + "TN": 37636306, + "TP": 11319, + "n_pred": 24381, + "n_ref": 100232 + }, + "3": { + "Dice": 0.34827148247378714, + "FN": 51132, + "FP": 89468, + "IoU": 0.21085273928393025, + "TN": 37571433, + "TP": 37567, + "n_pred": 127035, + "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": 0.5572827417380661, + "FN": 5496, + "FP": 1738, + "IoU": 0.38627301264104524, + "TN": 37737813, + "TP": 4553, + "n_pred": 6291, + "n_ref": 10049 + }, + "6": { + "Dice": 0.6511460497129464, + "FN": 358995, + "FP": 51956, + "IoU": 0.48274021777848825, + "TN": 36955123, + "TP": 383526, + "n_pred": 435482, + "n_ref": 742521 + }, + "7": { + "Dice": 0.5500711486946559, + "FN": 210378, + "FP": 10322, + "IoU": 0.3793780282387215, + "TN": 37393989, + "TP": 134911, + "n_pred": 145233, + "n_ref": 345289 + }, + "8": { + "Dice": 0.7131338217192558, + "FN": 12329, + "FP": 40574, + "IoU": 0.5541631552334401, + "TN": 37630940, + "TP": 65757, + "n_pred": 106331, + "n_ref": 78086 + }, + "9": { + "Dice": 0.3348949420708615, + "FN": 42833, + "FP": 4585, + "IoU": 0.20112541276366333, + "TN": 37690244, + "TP": 11938, + "n_pred": 16523, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.633130934519199, + "FN": 81137, + "FP": 54325, + "IoU": 0.4631979393699227, + "TN": 75654338, + "TP": 116888, + "n_pred": 171213, + "n_ref": 198025 + }, + "10": { + "Dice": 0.6772531840674941, + "FN": 47323, + "FP": 16333, + "IoU": 0.5120051516359511, + "TN": 75776244, + "TP": 66788, + "n_pred": 83121, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6448598130841121, + "FN": 1996, + "FP": 588, + "IoU": 0.47586206896551725, + "TN": 75901758, + "TP": 2346, + "n_pred": 2934, + "n_ref": 4342 + }, + "12": { + "Dice": 0.040503342508847816, + "FN": 4481, + "FP": 399, + "IoU": 0.020670278948424645, + "TN": 75901705, + "TP": 103, + "n_pred": 502, + "n_ref": 4584 + }, + "13": { + "Dice": 0.35482349526539203, + "FN": 31721, + "FP": 3845, + "IoU": 0.21567503197635954, + "TN": 75861342, + "TP": 9780, + "n_pred": 13625, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8158519631462149, + "FN": 29197, + "FP": 13455, + "IoU": 0.6889780143654064, + "TN": 75769553, + "TP": 94483, + "n_pred": 107938, + "n_ref": 123680 + }, + "15": { + "Dice": 0.38188064703554314, + "FN": 141918, + "FP": 4894, + "IoU": 0.2360027684830066, + "TN": 75714525, + "TP": 45351, + "n_pred": 50245, + "n_ref": 187269 + }, + "2": { + "Dice": 0.6855573841287627, + "FN": 75240, + "FP": 32522, + "IoU": 0.5215574844051768, + "TN": 75681453, + "TP": 117473, + "n_pred": 149995, + "n_ref": 192713 + }, + "3": { + "Dice": 0.4978654483494673, + "FN": 144878, + "FP": 69662, + "IoU": 0.3314386502876303, + "TN": 75585790, + "TP": 106358, + "n_pred": 176020, + "n_ref": 251236 + }, + "4": { + "Dice": 0.7205180281170047, + "FN": 2860, + "FP": 18332, + "IoU": 0.5631326145663691, + "TN": 75858179, + "TP": 27317, + "n_pred": 45649, + "n_ref": 30177 + }, + "5": { + "Dice": 0.4880054832076765, + "FN": 6425, + "FP": 298, + "IoU": 0.3227561196736174, + "TN": 75896761, + "TP": 3204, + "n_pred": 3502, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9102885091101159, + "FN": 128302, + "FP": 182858, + "IoU": 0.8353481785961099, + "TN": 74016882, + "TP": 1578646, + "n_pred": 1761504, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.7636699753440959, + "FN": 99820, + "FP": 7821, + "IoU": 0.6176910372751327, + "TN": 75625133, + "TP": 173914, + "n_pred": 181735, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9174212487298182, + "FN": 10491, + "FP": 4137, + "IoU": 0.8474406574610989, + "TN": 75810804, + "TP": 81256, + "n_pred": 85393, + "n_ref": 91747 + }, + "9": { + "Dice": 0.7193208990913439, + "FN": 32623, + "FP": 2591, + "IoU": 0.5616714589790508, + "TN": 75826351, + "TP": 45123, + "n_pred": 47714, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.41984529038245183, + "FN": 28995, + "FP": 153553, + "IoU": 0.26569885076890276, + "TN": 61139149, + "TP": 66053, + "n_pred": 219606, + "n_ref": 95048 + }, + "10": { + "Dice": 0.6922138621514233, + "FN": 20737, + "FP": 30233, + "IoU": 0.5293020335038694, + "TN": 61279464, + "TP": 57316, + "n_pred": 87549, + "n_ref": 78053 + }, + "11": { + "Dice": 0.7402833272793317, + "FN": 1304, + "FP": 126, + "IoU": 0.5876585928489043, + "TN": 61384282, + "TP": 2038, + "n_pred": 2164, + "n_ref": 3342 + }, + "12": { + "Dice": 0.656283185840708, + "FN": 1515, + "FP": 427, + "IoU": 0.48840885142255, + "TN": 61383954, + "TP": 1854, + "n_pred": 2281, + "n_ref": 3369 + }, + "13": { + "Dice": 0.043845342032044515, + "FN": 38541, + "FP": 1323, + "IoU": 0.02241404678993575, + "TN": 61346972, + "TP": 914, + "n_pred": 2237, + "n_ref": 39455 + }, + "14": { + "Dice": 0.73806610552248, + "FN": 21521, + "FP": 10376, + "IoU": 0.5848690717892654, + "TN": 61310914, + "TP": 44939, + "n_pred": 55315, + "n_ref": 66460 + }, + "15": { + "Dice": 0.43247205424225765, + "FN": 30931, + "FP": 39, + "IoU": 0.27589431844750995, + "TN": 61344980, + "TP": 11800, + "n_pred": 11839, + "n_ref": 42731 + }, + "2": { + "Dice": 0.13640544204710356, + "FN": 123153, + "FP": 3608, + "IoU": 0.07319480595443512, + "TN": 61250978, + "TP": 10011, + "n_pred": 13619, + "n_ref": 133164 + }, + "3": { + "Dice": 0.5904269987060645, + "FN": 22282, + "FP": 132186, + "IoU": 0.4188694009917007, + "TN": 61121944, + "TP": 111338, + "n_pred": 243524, + "n_ref": 133620 + }, + "4": { + "Dice": 0.6627509242303838, + "FN": 9385, + "FP": 376, + "IoU": 0.4956076891277387, + "TN": 61368398, + "TP": 9591, + "n_pred": 9967, + "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": 0.7960500556173526, + "FN": 279039, + "FP": 87663, + "IoU": 0.6611986314975457, + "TN": 60305399, + "TP": 715649, + "n_pred": 803312, + "n_ref": 994688 + }, + "7": { + "Dice": 0.19977552563304102, + "FN": 150143, + "FP": 90130, + "IoU": 0.11097256396499731, + "TN": 61117485, + "TP": 29992, + "n_pred": 120122, + "n_ref": 180135 + }, + "8": { + "Dice": 0.5414685124475684, + "FN": 151755, + "FP": 8394, + "IoU": 0.3712422509000538, + "TN": 61133043, + "TP": 94558, + "n_pred": 102952, + "n_ref": 246313 + }, + "9": { + "Dice": 0.5487126962033073, + "FN": 48377, + "FP": 3174, + "IoU": 0.3780868851865703, + "TN": 61304859, + "TP": 31340, + "n_pred": 34514, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6776689644398446, + "FN": 46703, + "FP": 85347, + "IoU": 0.5124805712154943, + "TN": 39477939, + "TP": 138811, + "n_pred": 224158, + "n_ref": 185514 + }, + "10": { + "Dice": 0.38973448411572503, + "FN": 30541, + "FP": 36136, + "IoU": 0.24203119316114952, + "TN": 39660832, + "TP": 21291, + "n_pred": 57427, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7503379030700907, + "FN": 1088, + "FP": 205, + "IoU": 0.6004326328800988, + "TN": 39745564, + "TP": 1943, + "n_pred": 2148, + "n_ref": 3031 + }, + "12": { + "Dice": 0.42277516251961444, + "FN": 2517, + "FP": 58, + "IoU": 0.2680500284252416, + "TN": 39745282, + "TP": 943, + "n_pred": 1001, + "n_ref": 3460 + }, + "13": { + "Dice": 0.25511464012309326, + "FN": 37096, + "FP": 2117, + "IoU": 0.14620710677582302, + "TN": 39702872, + "TP": 6715, + "n_pred": 8832, + "n_ref": 43811 + }, + "14": { + "Dice": 0.2658785226302306, + "FN": 23370, + "FP": 31648, + "IoU": 0.15332174020098183, + "TN": 39683819, + "TP": 9963, + "n_pred": 41611, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7593042205740513, + "FN": 17471, + "FP": 4240, + "IoU": 0.6119987132747159, + "TN": 39692844, + "TP": 34245, + "n_pred": 38485, + "n_ref": 51716 + }, + "2": { + "Dice": 0.0015291917722833992, + "FN": 117755, + "FP": 2386, + "IoU": 0.0007651809403408383, + "TN": 39628567, + "TP": 92, + "n_pred": 2478, + "n_ref": 117847 + }, + "3": { + "Dice": 0.6203805730831756, + "FN": 8723, + "FP": 144931, + "IoU": 0.4496751502474875, + "TN": 39469594, + "TP": 125552, + "n_pred": 270483, + "n_ref": 134275 + }, + "4": { + "Dice": 0.6526247719346867, + "FN": 9644, + "FP": 5397, + "IoU": 0.4843675008570449, + "TN": 39719630, + "TP": 14129, + "n_pred": 19526, + "n_ref": 23773 + }, + "5": { + "Dice": 0.6424682395644283, + "FN": 3338, + "FP": 208, + "IoU": 0.4732620320855615, + "TN": 39742068, + "TP": 3186, + "n_pred": 3394, + "n_ref": 6524 + }, + "6": { + "Dice": 0.8997895810821054, + "FN": 114853, + "FP": 66262, + "IoU": 0.8178340848354155, + "TN": 38754569, + "TP": 813116, + "n_pred": 879378, + "n_ref": 927969 + }, + "7": { + "Dice": 0.2936474469555722, + "FN": 605689, + "FP": 2364, + "IoU": 0.1720907244119361, + "TN": 39014356, + "TP": 126391, + "n_pred": 128755, + "n_ref": 732080 + }, + "8": { + "Dice": 0.79514733711814, + "FN": 2474, + "FP": 21774, + "IoU": 0.6599540023559769, + "TN": 39677492, + "TP": 47060, + "n_pred": 68834, + "n_ref": 49534 + }, + "9": { + "Dice": 0.5148809043197417, + "FN": 25687, + "FP": 4354, + "IoU": 0.34669334319204925, + "TN": 39702817, + "TP": 15942, + "n_pred": 20296, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.40866155765460704, + "FN": 39631, + "FP": 126269, + "IoU": 0.25680367342367566, + "TN": 101173383, + "TP": 57325, + "n_pred": 183594, + "n_ref": 96956 + }, + "10": { + "Dice": 0.3261301080885603, + "FN": 62100, + "FP": 21753, + "IoU": 0.19483599631279766, + "TN": 101292464, + "TP": 20291, + "n_pred": 42044, + "n_ref": 82391 + }, + "11": { + "Dice": 0.3539143279172821, + "FN": 4331, + "FP": 43, + "IoU": 0.21500358937544867, + "TN": 101391036, + "TP": 1198, + "n_pred": 1241, + "n_ref": 5529 + }, + "12": { + "Dice": 0.33109346365302383, + "FN": 4141, + "FP": 239, + "IoU": 0.19838945827232796, + "TN": 101391144, + "TP": 1084, + "n_pred": 1323, + "n_ref": 5225 + }, + "13": { + "Dice": 0.139444358325152, + "FN": 45897, + "FP": 4066, + "IoU": 0.07494769583973634, + "TN": 101342597, + "TP": 4048, + "n_pred": 8114, + "n_ref": 49945 + }, + "14": { + "Dice": 0.8003623591059563, + "FN": 56730, + "FP": 2551, + "IoU": 0.6671700952209846, + "TN": 101218496, + "TP": 118831, + "n_pred": 121382, + "n_ref": 175561 + }, + "15": { + "Dice": 0.5627904548065376, + "FN": 16096, + "FP": 650, + "IoU": 0.3915855253596861, + "TN": 101369084, + "TP": 10778, + "n_pred": 11428, + "n_ref": 26874 + }, + "2": { + "Dice": 0.4625160294558048, + "FN": 121506, + "FP": 18486, + "IoU": 0.3008265701086278, + "TN": 101196383, + "TP": 60233, + "n_pred": 78719, + "n_ref": 181739 + }, + "3": { + "Dice": 0.5491716368455931, + "FN": 59445, + "FP": 117433, + "IoU": 0.37852281551180744, + "TN": 101111999, + "TP": 107731, + "n_pred": 225164, + "n_ref": 167176 + }, + "4": { + "Dice": 0.40063207201106127, + "FN": 3047, + "FP": 18194, + "IoU": 0.2504940014114326, + "TN": 101368268, + "TP": 7099, + "n_pred": 25293, + "n_ref": 10146 + }, + "5": { + "Dice": 0.33181070710761923, + "FN": 30344, + "FP": 2569, + "IoU": 0.19890470974808325, + "TN": 101355523, + "TP": 8172, + "n_pred": 10741, + "n_ref": 38516 + }, + "6": { + "Dice": 0.8339869686177582, + "FN": 162155, + "FP": 502056, + "IoU": 0.7152466963676335, + "TN": 99064024, + "TP": 1668373, + "n_pred": 2170429, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.5963063096246639, + "FN": 258655, + "FP": 15342, + "IoU": 0.4248122747244212, + "TN": 100920247, + "TP": 202364, + "n_pred": 217706, + "n_ref": 461019 + }, + "8": { + "Dice": 0.5457068189108342, + "FN": 145988, + "FP": 36711, + "IoU": 0.37523851861984064, + "TN": 101104178, + "TP": 109731, + "n_pred": 146442, + "n_ref": 255719 + }, + "9": { + "Dice": 0.5024157586567917, + "FN": 54227, + "FP": 9934, + "IoU": 0.33548413824531603, + "TN": 101300055, + "TP": 32392, + "n_pred": 42326, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5629646947524664, + "FN": 113452, + "FP": 47311, + "IoU": 0.3917542545383003, + "TN": 73619198, + "TP": 103543, + "n_pred": 150854, + "n_ref": 216995 + }, + "10": { + "Dice": 7.365397363187744e-05, + "FN": 75836, + "FP": 59924, + "IoU": 3.6828343092844256e-05, + "TN": 73747739, + "TP": 5, + "n_pred": 59929, + "n_ref": 75841 + }, + "11": { + "Dice": 0.4719880230084312, + "FN": 3264, + "FP": 3437, + "IoU": 0.30889026402640263, + "TN": 73873808, + "TP": 2995, + "n_pred": 6432, + "n_ref": 6259 + }, + "12": { + "Dice": 0.22201061080125153, + "FN": 4725, + "FP": 994, + "IoU": 0.12486610558530988, + "TN": 73876969, + "TP": 816, + "n_pred": 1810, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0, + "FN": 61239, + "FP": 23384, + "IoU": 0.0, + "TN": 73798881, + "TP": 0, + "n_pred": 23384, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6038593855035786, + "FN": 55329, + "FP": 4779, + "IoU": 0.4325204633642054, + "TN": 73777583, + "TP": 45813, + "n_pred": 50592, + "n_ref": 101142 + }, + "15": { + "Dice": 0.28294862248696945, + "FN": 185505, + "FP": 354, + "IoU": 0.1647875108412836, + "TN": 73660975, + "TP": 36670, + "n_pred": 37024, + "n_ref": 222175 + }, + "2": { + "Dice": 0.03205627458664669, + "FN": 187819, + "FP": 7302, + "IoU": 0.01628922319916109, + "TN": 73685152, + "TP": 3231, + "n_pred": 10533, + "n_ref": 191050 + }, + "3": { + "Dice": 0.4143785322034092, + "FN": 115016, + "FP": 89948, + "IoU": 0.26133509202498206, + "TN": 73606025, + "TP": 72515, + "n_pred": 162463, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 66933, + "IoU": 0.0, + "TN": 73768683, + "TP": 0, + "n_pred": 66933, + "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": 0.602342622132376, + "FN": 498455, + "FP": 1089783, + "IoU": 0.4309658659344376, + "TN": 71092392, + "TP": 1202874, + "n_pred": 2292657, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.10672902375714666, + "FN": 153726, + "FP": 162190, + "IoU": 0.056372819895516284, + "TN": 73548715, + "TP": 18873, + "n_pred": 181063, + "n_ref": 172599 + }, + "8": { + "Dice": 0.5918195833542046, + "FN": 26280, + "FP": 47059, + "IoU": 0.4202725562423917, + "TN": 73756998, + "TP": 53167, + "n_pred": 100226, + "n_ref": 79447 + }, + "9": { + "Dice": 0.6249378976067859, + "FN": 38608, + "FP": 23296, + "IoU": 0.45447976241881616, + "TN": 73770027, + "TP": 51573, + "n_pred": 74869, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6982815690070484, + "FN": 61821, + "FP": 46651, + "IoU": 0.5364305769830722, + "TN": 69261783, + "TP": 125521, + "n_pred": 172172, + "n_ref": 187342 + }, + "10": { + "Dice": 0.3761307728931916, + "FN": 47328, + "FP": 19499, + "IoU": 0.23162627052384677, + "TN": 69408804, + "TP": 20145, + "n_pred": 39644, + "n_ref": 67473 + }, + "11": { + "Dice": 0.6391478029294274, + "FN": 1781, + "FP": 116, + "IoU": 0.46966731898238745, + "TN": 69492199, + "TP": 1680, + "n_pred": 1796, + "n_ref": 3461 + }, + "12": { + "Dice": 0.12209450830140485, + "FN": 2913, + "FP": 524, + "IoU": 0.06501632208922742, + "TN": 69492100, + "TP": 239, + "n_pred": 763, + "n_ref": 3152 + }, + "13": { + "Dice": 0.41579486111834, + "FN": 53852, + "FP": 13494, + "IoU": 0.2624627650254074, + "TN": 69404464, + "TP": 23966, + "n_pred": 37460, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7425485646841982, + "FN": 59181, + "FP": 4513, + "IoU": 0.5905186823359991, + "TN": 69340228, + "TP": 91854, + "n_pred": 96367, + "n_ref": 151035 + }, + "15": { + "Dice": 0.3654951187919988, + "FN": 72974, + "FP": 15, + "IoU": 0.22361213049536757, + "TN": 69401765, + "TP": 21022, + "n_pred": 21037, + "n_ref": 93996 + }, + "2": { + "Dice": 0.023312073894875742, + "FN": 148348, + "FP": 2646, + "IoU": 0.011793502447708056, + "TN": 69342980, + "TP": 1802, + "n_pred": 4448, + "n_ref": 150150 + }, + "3": { + "Dice": 0.6852439276056991, + "FN": 11524, + "FP": 136423, + "IoU": 0.5211947234879868, + "TN": 69186784, + "TP": 161045, + "n_pred": 297468, + "n_ref": 172569 + }, + "4": { + "Dice": 0.5260675671340114, + "FN": 20722, + "FP": 8822, + "IoU": 0.35691430312792494, + "TN": 69449835, + "TP": 16397, + "n_pred": 25219, + "n_ref": 37119 + }, + "5": { + "Dice": 0.6148419301164726, + "FN": 9855, + "FP": 1719, + "IoU": 0.4438785316163752, + "TN": 69474964, + "TP": 9238, + "n_pred": 10957, + "n_ref": 19093 + }, + "6": { + "Dice": 0.8716104298620034, + "FN": 126246, + "FP": 263640, + "IoU": 0.772437509995249, + "TN": 67782462, + "TP": 1323428, + "n_pred": 1587068, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.7808871102049468, + "FN": 80893, + "FP": 49358, + "IoU": 0.6405371616866612, + "TN": 69133427, + "TP": 232098, + "n_pred": 281456, + "n_ref": 312991 + }, + "8": { + "Dice": 0.6693573693151693, + "FN": 26825, + "FP": 34289, + "IoU": 0.5030331614812887, + "TN": 69372802, + "TP": 61860, + "n_pred": 96149, + "n_ref": 88685 + }, + "9": { + "Dice": 0.4286222581234554, + "FN": 58083, + "FP": 1334, + "IoU": 0.2727684417952829, + "TN": 69414073, + "TP": 22286, + "n_pred": 23620, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7775495539317023, + "FN": 26574, + "FP": 74037, + "IoU": 0.6360581375159162, + "TN": 50557104, + "TP": 175837, + "n_pred": 249874, + "n_ref": 202411 + }, + "10": { + "Dice": 0.5133144986775667, + "FN": 41682, + "FP": 23090, + "IoU": 0.3452744364702315, + "TN": 50734622, + "TP": 34158, + "n_pred": 57248, + "n_ref": 75840 + }, + "11": { + "Dice": 0.6847067697529701, + "FN": 3098, + "FP": 246, + "IoU": 0.520573476702509, + "TN": 50826577, + "TP": 3631, + "n_pred": 3877, + "n_ref": 6729 + }, + "12": { + "Dice": 0.0372035343357619, + "FN": 6179, + "FP": 32, + "IoU": 0.01895435160322224, + "TN": 50827221, + "TP": 120, + "n_pred": 152, + "n_ref": 6299 + }, + "13": { + "Dice": 0.34344361373505844, + "FN": 32920, + "FP": 25742, + "IoU": 0.20732382947098169, + "TN": 50759547, + "TP": 15343, + "n_pred": 41085, + "n_ref": 48263 + }, + "14": { + "Dice": 0.2984077251643066, + "FN": 38546, + "FP": 18779, + "IoU": 0.17536969906208644, + "TN": 50764036, + "TP": 12191, + "n_pred": 30970, + "n_ref": 50737 + }, + "15": { + "Dice": 0.0, + "FN": 34756, + "FP": 3964, + "IoU": 0.0, + "TN": 50794832, + "TP": 0, + "n_pred": 3964, + "n_ref": 34756 + }, + "2": { + "Dice": 0.3118876953318905, + "FN": 172801, + "FP": 476, + "IoU": 0.18475530002917015, + "TN": 50621006, + "TP": 39269, + "n_pred": 39745, + "n_ref": 212070 + }, + "3": { + "Dice": 0.6812060323128886, + "FN": 13148, + "FP": 164674, + "IoU": 0.5165371157312627, + "TN": 50465743, + "TP": 189987, + "n_pred": 354661, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7836435585519567, + "FN": 4598, + "FP": 2783, + "IoU": 0.6442548679390785, + "TN": 50812804, + "TP": 13367, + "n_pred": 16150, + "n_ref": 17965 + }, + "5": { + "Dice": 0.7291310088512886, + "FN": 5389, + "FP": 150, + "IoU": 0.5737263352316454, + "TN": 50820558, + "TP": 7455, + "n_pred": 7605, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8463480413971928, + "FN": 223263, + "FP": 493160, + "IoU": 0.7336251068495636, + "TN": 48144023, + "TP": 1973106, + "n_pred": 2466266, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.607807382110678, + "FN": 86870, + "FP": 95729, + "IoU": 0.43658282216160843, + "TN": 50509460, + "TP": 141493, + "n_pred": 237222, + "n_ref": 228363 + }, + "8": { + "Dice": 0.7350558771933551, + "FN": 16398, + "FP": 45977, + "IoU": 0.5810975077400421, + "TN": 50684651, + "TP": 86526, + "n_pred": 132503, + "n_ref": 102924 + }, + "9": { + "Dice": 0.27138486839812964, + "FN": 95646, + "FP": 8911, + "IoU": 0.15699554136532584, + "TN": 50709523, + "TP": 19472, + "n_pred": 28383, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6115508648490179, + "FN": 95137, + "FP": 53263, + "IoU": 0.4404560810810811, + "TN": 76619644, + "TP": 116816, + "n_pred": 170079, + "n_ref": 211953 + }, + "10": { + "Dice": 0.547690537406282, + "FN": 34497, + "FP": 15817, + "IoU": 0.3771169654352778, + "TN": 76804084, + "TP": 30462, + "n_pred": 46279, + "n_ref": 64959 + }, + "11": { + "Dice": 0.666137356093688, + "FN": 1196, + "FP": 486, + "IoU": 0.4994047619047619, + "TN": 76881500, + "TP": 1678, + "n_pred": 2164, + "n_ref": 2874 + }, + "12": { + "Dice": 0.039973351099267154, + "FN": 2549, + "FP": 333, + "IoU": 0.020394289598912305, + "TN": 76881918, + "TP": 60, + "n_pred": 393, + "n_ref": 2609 + }, + "13": { + "Dice": 0.2392795731328996, + "FN": 36034, + "FP": 6879, + "IoU": 0.13589867504329267, + "TN": 76835198, + "TP": 6749, + "n_pred": 13628, + "n_ref": 42783 + }, + "14": { + "Dice": 0.7741226135291602, + "FN": 24479, + "FP": 8802, + "IoU": 0.6314845367673927, + "TN": 76794549, + "TP": 57030, + "n_pred": 65832, + "n_ref": 81509 + }, + "15": { + "Dice": 0.25444596443228457, + "FN": 34156, + "FP": 179, + "IoU": 0.14576802507836992, + "TN": 76844666, + "TP": 5859, + "n_pred": 6038, + "n_ref": 40015 + }, + "2": { + "Dice": 0.7355078345062017, + "FN": 26868, + "FP": 28532, + "IoU": 0.5816626267660406, + "TN": 76752431, + "TP": 77029, + "n_pred": 105561, + "n_ref": 103897 + }, + "3": { + "Dice": 0.6605526175643709, + "FN": 44075, + "FP": 10741, + "IoU": 0.49315309151094305, + "TN": 76776709, + "TP": 53335, + "n_pred": 64076, + "n_ref": 97410 + }, + "4": { + "Dice": 0.8899110209492438, + "FN": 2729, + "FP": 2752, + "IoU": 0.80165737859159, + "TN": 76857226, + "TP": 22153, + "n_pred": 24905, + "n_ref": 24882 + }, + "5": { + "Dice": 0.09952578185965544, + "FN": 14926, + "FP": 75, + "IoU": 0.052368919772583705, + "TN": 76869030, + "TP": 829, + "n_pred": 904, + "n_ref": 15755 + }, + "6": { + "Dice": 0.8200370012775647, + "FN": 82541, + "FP": 377662, + "IoU": 0.6949684033867434, + "TN": 75376154, + "TP": 1048503, + "n_pred": 1426165, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.6067483374942005, + "FN": 51303, + "FP": 91095, + "IoU": 0.4354908404723866, + "TN": 76632609, + "TP": 109853, + "n_pred": 200948, + "n_ref": 161156 + }, + "8": { + "Dice": 0.8078425410487907, + "FN": 8229, + "FP": 24633, + "IoU": 0.6776307399523245, + "TN": 76782921, + "TP": 69077, + "n_pred": 93710, + "n_ref": 77306 + }, + "9": { + "Dice": 0.4759675084827537, + "FN": 61678, + "FP": 4577, + "IoU": 0.3123079797392676, + "TN": 76788516, + "TP": 30089, + "n_pred": 34666, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.12886933192414787, + "FN": 111892, + "FP": 59550, + "IoU": 0.06887243853293722, + "TN": 130815809, + "TP": 12681, + "n_pred": 72231, + "n_ref": 124573 + }, + "10": { + "Dice": 0.5279020111377211, + "FN": 20972, + "FP": 44474, + "IoU": 0.3586052118349226, + "TN": 130897895, + "TP": 36591, + "n_pred": 81065, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7074057246706043, + "FN": 2454, + "FP": 122, + "IoU": 0.5472759226713533, + "TN": 130994242, + "TP": 3114, + "n_pred": 3236, + "n_ref": 5568 + }, + "12": { + "Dice": 0.4873250861894139, + "FN": 4899, + "FP": 157, + "IoU": 0.32216114760691783, + "TN": 130992473, + "TP": 2403, + "n_pred": 2560, + "n_ref": 7302 + }, + "13": { + "Dice": 0.13559433796377704, + "FN": 72248, + "FP": 6406, + "IoU": 0.07272791577756033, + "TN": 130915109, + "TP": 6169, + "n_pred": 12575, + "n_ref": 78417 + }, + "14": { + "Dice": 0.000637888462456462, + "FN": 945823, + "FP": 447, + "IoU": 0.00031904598910595286, + "TN": 130053360, + "TP": 302, + "n_pred": 749, + "n_ref": 946125 + }, + "15": { + "Dice": 0.00020905923344947735, + "FN": 25307, + "FP": 3387, + "IoU": 0.00010454054430776737, + "TN": 130971235, + "TP": 3, + "n_pred": 3390, + "n_ref": 25310 + }, + "2": { + "Dice": 0.4550008045658255, + "FN": 152406, + "FP": 6779, + "IoU": 0.2944990559933343, + "TN": 130774298, + "TP": 66449, + "n_pred": 73228, + "n_ref": 218855 + }, + "3": { + "Dice": 0.45157691163344243, + "FN": 185905, + "FP": 50031, + "IoU": 0.2916366431282125, + "TN": 130666860, + "TP": 97136, + "n_pred": 147167, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 6200, + "IoU": 0.0, + "TN": 130991452, + "TP": 0, + "n_pred": 6200, + "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": 0.8329054810992629, + "FN": 145512, + "FP": 387123, + "IoU": 0.713657263923885, + "TN": 129139801, + "TP": 1327496, + "n_pred": 1714619, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.28030562794312625, + "FN": 155018, + "FP": 96852, + "IoU": 0.16299735144673483, + "TN": 130699013, + "TP": 49049, + "n_pred": 145901, + "n_ref": 204067 + }, + "8": { + "Dice": 0.8031981946244237, + "FN": 34909, + "FP": 9741, + "IoU": 0.6711204737632951, + "TN": 130864168, + "TP": 91114, + "n_pred": 100855, + "n_ref": 126023 + }, + "9": { + "Dice": 0.6422659896966654, + "FN": 22685, + "FP": 15785, + "IoU": 0.4730425730096981, + "TN": 130926928, + "TP": 34534, + "n_pred": 50319, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3706858595933184, + "FN": 36790, + "FP": 33247, + "IoU": 0.22751036795199858, + "TN": 74336034, + "TP": 20627, + "n_pred": 53874, + "n_ref": 57417 + }, + "10": { + "Dice": 0.5677065362832305, + "FN": 45045, + "FP": 6324, + "IoU": 0.39636188439347114, + "TN": 74341599, + "TP": 33730, + "n_pred": 40054, + "n_ref": 78775 + }, + "11": { + "Dice": 0.2564605822701995, + "FN": 1996, + "FP": 277, + "IoU": 0.14709193245778612, + "TN": 74424033, + "TP": 392, + "n_pred": 669, + "n_ref": 2388 + }, + "12": { + "Dice": 0.5792864222001982, + "FN": 1288, + "FP": 410, + "IoU": 0.4077432856644576, + "TN": 74423831, + "TP": 1169, + "n_pred": 1579, + "n_ref": 2457 + }, + "13": { + "Dice": 0.1509673326990168, + "FN": 94521, + "FP": 4528, + "IoU": 0.0816466552315609, + "TN": 74318843, + "TP": 8806, + "n_pred": 13334, + "n_ref": 103327 + }, + "14": { + "Dice": 0.3504058321350258, + "FN": 134221, + "FP": 1754, + "IoU": 0.21241941743074097, + "TN": 74254049, + "TP": 36674, + "n_pred": 38428, + "n_ref": 170895 + }, + "15": { + "Dice": 0.08583509513742071, + "FN": 21000, + "FP": 4944, + "IoU": 0.044842058758559754, + "TN": 74399536, + "TP": 1218, + "n_pred": 6162, + "n_ref": 22218 + }, + "2": { + "Dice": 0.4128279707329838, + "FN": 77734, + "FP": 38950, + "IoU": 0.2601028515627477, + "TN": 74268995, + "TP": 41019, + "n_pred": 79969, + "n_ref": 118753 + }, + "3": { + "Dice": 0.45115948910084946, + "FN": 83207, + "FP": 33544, + "IoU": 0.2912885387010811, + "TN": 74261961, + "TP": 47986, + "n_pred": 81530, + "n_ref": 131193 + }, + "4": { + "Dice": 0.12308066526802275, + "FN": 28436, + "FP": 405, + "IoU": 0.06557589502672931, + "TN": 74395833, + "TP": 2024, + "n_pred": 2429, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9306886970412315, + "FN": 61418, + "FP": 61635, + "IoU": 0.8703627226851803, + "TN": 73477488, + "TP": 826157, + "n_pred": 887792, + "n_ref": 887575 + }, + "7": { + "Dice": 0.3559087309482291, + "FN": 104896, + "FP": 60211, + "IoU": 0.21647747764848807, + "TN": 74215974, + "TP": 45617, + "n_pred": 105828, + "n_ref": 150513 + }, + "8": { + "Dice": 0.6672247871820164, + "FN": 2984, + "FP": 37163, + "IoU": 0.5006281485166988, + "TN": 74346303, + "TP": 40248, + "n_pred": 77411, + "n_ref": 43232 + }, + "9": { + "Dice": 0.7830339263429782, + "FN": 6791, + "FP": 8161, + "IoU": 0.6434311878472802, + "TN": 74384765, + "TP": 26981, + "n_pred": 35142, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8486775452998299, + "FN": 34433, + "FP": 3356, + "IoU": 0.7371328004897153, + "TN": 106502931, + "TP": 105968, + "n_pred": 109324, + "n_ref": 140401 + }, + "10": { + "Dice": 0.5893041503200496, + "FN": 47971, + "FP": 23633, + "IoU": 0.4177400468384075, + "TN": 106523712, + "TP": 51372, + "n_pred": 75005, + "n_ref": 99343 + }, + "11": { + "Dice": 0.3354346383543464, + "FN": 3640, + "FP": 366, + "IoU": 0.20151484951166035, + "TN": 106641671, + "TP": 1011, + "n_pred": 1377, + "n_ref": 4651 + }, + "12": { + "Dice": 0.4538169548713623, + "FN": 3856, + "FP": 29, + "IoU": 0.2935079105291871, + "TN": 106641189, + "TP": 1614, + "n_pred": 1643, + "n_ref": 5470 + }, + "13": { + "Dice": 0.1955141768937791, + "FN": 35630, + "FP": 8093, + "IoU": 0.10834896810506567, + "TN": 106597652, + "TP": 5313, + "n_pred": 13406, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8766738572998494, + "FN": 5638, + "FP": 12542, + "IoU": 0.7804268270589514, + "TN": 106563891, + "TP": 64617, + "n_pred": 77159, + "n_ref": 70255 + }, + "15": { + "Dice": 0.01964662447257384, + "FN": 26263, + "FP": 3477, + "IoU": 0.009920767028430654, + "TN": 106616650, + "TP": 298, + "n_pred": 3775, + "n_ref": 26561 + }, + "2": { + "Dice": 0.5881609427529432, + "FN": 62896, + "FP": 110445, + "IoU": 0.4165920610666469, + "TN": 106349570, + "TP": 123777, + "n_pred": 234222, + "n_ref": 186673 + }, + "3": { + "Dice": 0.2540407838907889, + "FN": 123639, + "FP": 34062, + "IoU": 0.1455021294580448, + "TN": 106462134, + "TP": 26853, + "n_pred": 60915, + "n_ref": 150492 + }, + "4": { + "Dice": 0.6441196344108966, + "FN": 1027, + "FP": 8980, + "IoU": 0.4750563919634895, + "TN": 106627625, + "TP": 9056, + "n_pred": 18036, + "n_ref": 10083 + }, + "5": { + "Dice": 0.033643204957945996, + "FN": 4366, + "FP": 0, + "IoU": 0.017109410175596577, + "TN": 106642246, + "TP": 76, + "n_pred": 76, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9665047658281786, + "FN": 43232, + "FP": 41978, + "IoU": 0.9351806702840534, + "TN": 105332111, + "TP": 1229367, + "n_pred": 1271345, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.7589610146891275, + "FN": 125673, + "FP": 8457, + "IoU": 0.6115529195072082, + "TN": 106301390, + "TP": 211168, + "n_pred": 219625, + "n_ref": 336841 + }, + "8": { + "Dice": 0.7465397007409807, + "FN": 11135, + "FP": 29536, + "IoU": 0.5955830441397277, + "TN": 106546121, + "TP": 59896, + "n_pred": 89432, + "n_ref": 71031 + }, + "9": { + "Dice": 0.3148433536579529, + "FN": 68638, + "FP": 2941, + "IoU": 0.18683328599829593, + "TN": 106558663, + "TP": 16446, + "n_pred": 19387, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5719884831741171, + "FN": 86007, + "FP": 16863, + "IoU": 0.40054892865675645, + "TN": 107955321, + "TP": 68737, + "n_pred": 85600, + "n_ref": 154744 + }, + "10": { + "Dice": 0.7506115143108737, + "FN": 15932, + "FP": 27399, + "IoU": 0.6007831214298875, + "TN": 108018388, + "TP": 65209, + "n_pred": 92608, + "n_ref": 81141 + }, + "11": { + "Dice": 0.6699085780976464, + "FN": 1315, + "FP": 382, + "IoU": 0.5036560397777128, + "TN": 108123509, + "TP": 1722, + "n_pred": 2104, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7523749208359721, + "FN": 1004, + "FP": 951, + "IoU": 0.6030456852791878, + "TN": 108122003, + "TP": 2970, + "n_pred": 3921, + "n_ref": 3974 + }, + "13": { + "Dice": 0.6099291947966409, + "FN": 40381, + "FP": 6997, + "IoU": 0.43877563107831175, + "TN": 108042509, + "TP": 37041, + "n_pred": 44038, + "n_ref": 77422 + }, + "14": { + "Dice": 0.6495760059886853, + "FN": 13427, + "FP": 15128, + "IoU": 0.48101633921593573, + "TN": 108071907, + "TP": 26466, + "n_pred": 41594, + "n_ref": 39893 + }, + "15": { + "Dice": 0.21982577155995983, + "FN": 23837, + "FP": 254, + "IoU": 0.12348553756594506, + "TN": 108099443, + "TP": 3394, + "n_pred": 3648, + "n_ref": 27231 + }, + "2": { + "Dice": 0.5484914309991571, + "FN": 110355, + "FP": 21425, + "IoU": 0.377876812244185, + "TN": 107915105, + "TP": 80043, + "n_pred": 101468, + "n_ref": 190398 + }, + "3": { + "Dice": 0.8262125572377833, + "FN": 50656, + "FP": 12270, + "IoU": 0.7038860079244821, + "TN": 107914422, + "TP": 149580, + "n_pred": 161850, + "n_ref": 200236 + }, + "4": { + "Dice": 0.6629691183859622, + "FN": 16156, + "FP": 1284, + "IoU": 0.49585176191715086, + "TN": 108092335, + "TP": 17153, + "n_pred": 18437, + "n_ref": 33309 + }, + "5": { + "Dice": 0.0, + "FN": 3877, + "FP": 91, + "IoU": 0.0, + "TN": 108122960, + "TP": 0, + "n_pred": 91, + "n_ref": 3877 + }, + "6": { + "Dice": 0.944193742328798, + "FN": 60472, + "FP": 107257, + "IoU": 0.8942869351915111, + "TN": 106540284, + "TP": 1418915, + "n_pred": 1526172, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.5149500276365745, + "FN": 114308, + "FP": 153345, + "IoU": 0.34675602654437443, + "TN": 107717199, + "TP": 142076, + "n_pred": 295421, + "n_ref": 256384 + }, + "8": { + "Dice": 0.7568121136754326, + "FN": 1787, + "FP": 24809, + "IoU": 0.6087672844954398, + "TN": 108058948, + "TP": 41384, + "n_pred": 66193, + "n_ref": 43171 + }, + "9": { + "Dice": 0.5518708202827394, + "FN": 35661, + "FP": 6689, + "IoU": 0.3810922589036491, + "TN": 108058501, + "TP": 26077, + "n_pred": 32766, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1928755912372417, + "FN": 99700, + "FP": 107802, + "IoU": 0.10673066574829419, + "TN": 62337865, + "TP": 24793, + "n_pred": 132595, + "n_ref": 124493 + }, + "10": { + "Dice": 0.562042185491416, + "FN": 22201, + "FP": 35376, + "IoU": 0.39086138676710186, + "TN": 62475638, + "TP": 36945, + "n_pred": 72321, + "n_ref": 59146 + }, + "11": { + "Dice": 0.5318191557745875, + "FN": 811, + "FP": 1374, + "IoU": 0.36223000583771164, + "TN": 62566734, + "TP": 1241, + "n_pred": 2615, + "n_ref": 2052 + }, + "12": { + "Dice": 0.6109426880323372, + "FN": 2151, + "FP": 544, + "IoU": 0.4398254001247142, + "TN": 62565349, + "TP": 2116, + "n_pred": 2660, + "n_ref": 4267 + }, + "13": { + "Dice": 0.43225445536641893, + "FN": 28187, + "FP": 7334, + "IoU": 0.275717227738923, + "TN": 62521117, + "TP": 13522, + "n_pred": 20856, + "n_ref": 41709 + }, + "14": { + "Dice": 0.23954342431761785, + "FN": 306168, + "FP": 296, + "IoU": 0.1360689196351048, + "TN": 62215428, + "TP": 48268, + "n_pred": 48564, + "n_ref": 354436 + }, + "15": { + "Dice": 0.09823689349416502, + "FN": 86082, + "FP": 10431, + "IoU": 0.05165569421243982, + "TN": 62468390, + "TP": 5257, + "n_pred": 15688, + "n_ref": 91339 + }, + "2": { + "Dice": 0.40590892511433463, + "FN": 123611, + "FP": 3433, + "IoU": 0.2546334594737305, + "TN": 62399715, + "TP": 43401, + "n_pred": 46834, + "n_ref": 167012 + }, + "3": { + "Dice": 0.5832981036357048, + "FN": 84269, + "FP": 81325, + "IoU": 0.411729598959832, + "TN": 62288667, + "TP": 115899, + "n_pred": 197224, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8500752261669825, + "FN": 1727, + "FP": 5946, + "IoU": 0.7392442058043907, + "TN": 62540734, + "TP": 21753, + "n_pred": 27699, + "n_ref": 23480 + }, + "5": { + "Dice": 0.0, + "FN": 8175, + "FP": 11, + "IoU": 0.0, + "TN": 62561974, + "TP": 0, + "n_pred": 11, + "n_ref": 8175 + }, + "6": { + "Dice": 0.8482407582075183, + "FN": 153538, + "FP": 313064, + "IoU": 0.7364740194204148, + "TN": 60799549, + "TP": 1304009, + "n_pred": 1617073, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.5357232200930605, + "FN": 101737, + "FP": 46735, + "IoU": 0.36586199238036665, + "TN": 62336028, + "TP": 85660, + "n_pred": 132395, + "n_ref": 187397 + }, + "8": { + "Dice": 0.7809556643453078, + "FN": 13493, + "FP": 18275, + "IoU": 0.640629418884829, + "TN": 62481761, + "TP": 56631, + "n_pred": 74906, + "n_ref": 70124 + }, + "9": { + "Dice": 0.6172639160590432, + "FN": 21829, + "FP": 12605, + "IoU": 0.446407614025498, + "TN": 62507959, + "TP": 27767, + "n_pred": 40372, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4526490795997013, + "FN": 174935, + "FP": 80870, + "IoU": 0.29253162526481147, + "TN": 55019670, + "TP": 105773, + "n_pred": 186643, + "n_ref": 280708 + }, + "10": { + "Dice": 0.5936387045297936, + "FN": 35648, + "FP": 20375, + "IoU": 0.4221096715629642, + "TN": 55284304, + "TP": 40921, + "n_pred": 61296, + "n_ref": 76569 + }, + "11": { + "Dice": 0.6202807357212003, + "FN": 1764, + "FP": 1374, + "IoU": 0.44957025083318713, + "TN": 55375547, + "TP": 2563, + "n_pred": 3937, + "n_ref": 4327 + }, + "12": { + "Dice": 0.2405770964833183, + "FN": 4061, + "FP": 150, + "IoU": 0.13673636736367364, + "TN": 55376370, + "TP": 667, + "n_pred": 817, + "n_ref": 4728 + }, + "13": { + "Dice": 0.41186772970853486, + "FN": 39115, + "FP": 5883, + "IoU": 0.2593409487441156, + "TN": 55320494, + "TP": 15756, + "n_pred": 21639, + "n_ref": 54871 + }, + "14": { + "Dice": 0.7691234542991382, + "FN": 28478, + "FP": 11571, + "IoU": 0.6248583231076182, + "TN": 55274491, + "TP": 66708, + "n_pred": 78279, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7653812297492181, + "FN": 26560, + "FP": 11021, + "IoU": 0.6199332524271844, + "TN": 55282368, + "TP": 61299, + "n_pred": 72320, + "n_ref": 87859 + }, + "2": { + "Dice": 0.4095998900513666, + "FN": 135762, + "FP": 36071, + "IoU": 0.2575451846922947, + "TN": 55149809, + "TP": 59606, + "n_pred": 95677, + "n_ref": 195368 + }, + "3": { + "Dice": 0.5663177914717027, + "FN": 86520, + "FP": 62609, + "IoU": 0.39500929013622826, + "TN": 55134750, + "TP": 97369, + "n_pred": 159978, + "n_ref": 183889 + }, + "4": { + "Dice": 0.45536057384398615, + "FN": 3854, + "FP": 4650, + "IoU": 0.2948005638941869, + "TN": 55369189, + "TP": 3555, + "n_pred": 8205, + "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": 0.8608870728316894, + "FN": 157688, + "FP": 275741, + "IoU": 0.7557521754860116, + "TN": 53606702, + "TP": 1341117, + "n_pred": 1616858, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.631954909357971, + "FN": 84042, + "FP": 22199, + "IoU": 0.46194011709174887, + "TN": 55183796, + "TP": 91211, + "n_pred": 113410, + "n_ref": 175253 + }, + "8": { + "Dice": 0.8712315189559758, + "FN": 4860, + "FP": 7612, + "IoU": 0.771842528903849, + "TN": 55326584, + "TP": 42192, + "n_pred": 49804, + "n_ref": 47052 + }, + "9": { + "Dice": 0.766486917905637, + "FN": 13462, + "FP": 9359, + "IoU": 0.6213853172957279, + "TN": 55320973, + "TP": 37454, + "n_pred": 46813, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.450628517657085, + "FN": 187216, + "FP": 60322, + "IoU": 0.2908460125880577, + "TN": 110797554, + "TP": 101523, + "n_pred": 161845, + "n_ref": 288739 + }, + "10": { + "Dice": 0.6891327988669989, + "FN": 27776, + "FP": 21392, + "IoU": 0.5257075608203268, + "TN": 111042949, + "TP": 54498, + "n_pred": 75890, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7397088746282673, + "FN": 1271, + "FP": 392, + "IoU": 0.5869349230004968, + "TN": 111142589, + "TP": 2363, + "n_pred": 2755, + "n_ref": 3634 + }, + "12": { + "Dice": 0.602510460251046, + "FN": 1664, + "FP": 236, + "IoU": 0.4311377245508982, + "TN": 111143275, + "TP": 1440, + "n_pred": 1676, + "n_ref": 3104 + }, + "13": { + "Dice": 0.1916283680273948, + "FN": 54088, + "FP": 17676, + "IoU": 0.10596736015946182, + "TN": 111066345, + "TP": 8506, + "n_pred": 26182, + "n_ref": 62594 + }, + "14": { + "Dice": 0.567883061755443, + "FN": 24527, + "FP": 719, + "IoU": 0.3965340026293773, + "TN": 111104780, + "TP": 16589, + "n_pred": 17308, + "n_ref": 41116 + }, + "15": { + "Dice": 0.0, + "FN": 25364, + "FP": 15007, + "IoU": 0.0, + "TN": 111106244, + "TP": 0, + "n_pred": 15007, + "n_ref": 25364 + }, + "2": { + "Dice": 0.751919115122382, + "FN": 33252, + "FP": 47670, + "IoU": 0.6024602445506664, + "TN": 110943058, + "TP": 122635, + "n_pred": 170305, + "n_ref": 155887 + }, + "3": { + "Dice": 0.3703095197628085, + "FN": 185734, + "FP": 14330, + "IoU": 0.22722690244156807, + "TN": 110887724, + "TP": 58827, + "n_pred": 73157, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8086087251904692, + "FN": 2175, + "FP": 5713, + "IoU": 0.6787096248625311, + "TN": 111122064, + "TP": 16663, + "n_pred": 22376, + "n_ref": 18838 + }, + "5": { + "Dice": 0.05078597339782346, + "FN": 4620, + "FP": 875, + "IoU": 0.026054590570719603, + "TN": 111140973, + "TP": 147, + "n_pred": 1022, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9202594151508724, + "FN": 63907, + "FP": 203027, + "IoU": 0.8522967720801756, + "TN": 109339383, + "TP": 1540298, + "n_pred": 1743325, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.2509053465015881, + "FN": 306575, + "FP": 124093, + "IoU": 0.14344869558645407, + "TN": 110643822, + "TP": 72125, + "n_pred": 196218, + "n_ref": 378700 + }, + "8": { + "Dice": 0.7820784930034618, + "FN": 8143, + "FP": 32208, + "IoU": 0.6421419512757522, + "TN": 111033858, + "TP": 72406, + "n_pred": 104614, + "n_ref": 80549 + }, + "9": { + "Dice": 0.365735082430267, + "FN": 42388, + "FP": 4318, + "IoU": 0.22379179684903278, + "TN": 111086443, + "TP": 13466, + "n_pred": 17784, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8404524639009269, + "FN": 38025, + "FP": 24304, + "IoU": 0.7248107022230071, + "TN": 96894530, + "TP": 164166, + "n_pred": 188470, + "n_ref": 202191 + }, + "10": { + "Dice": 0.5475874417312382, + "FN": 30056, + "FP": 43219, + "IoU": 0.37701921441931646, + "TN": 97003405, + "TP": 44345, + "n_pred": 87564, + "n_ref": 74401 + }, + "11": { + "Dice": 0.5917780409406191, + "FN": 2163, + "FP": 250, + "IoU": 0.4202306583373378, + "TN": 97116863, + "TP": 1749, + "n_pred": 1999, + "n_ref": 3912 + }, + "12": { + "Dice": 0.3995222454464019, + "FN": 3945, + "FP": 77, + "IoU": 0.2496268656716418, + "TN": 97115665, + "TP": 1338, + "n_pred": 1415, + "n_ref": 5283 + }, + "13": { + "Dice": 0.5276151167290081, + "FN": 30918, + "FP": 5706, + "IoU": 0.358340487411742, + "TN": 97063948, + "TP": 20453, + "n_pred": 26159, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8297426654651047, + "FN": 29724, + "FP": 12785, + "IoU": 0.709025819346713, + "TN": 96974933, + "TP": 103583, + "n_pred": 116368, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8278019927884817, + "FN": 19025, + "FP": 1558, + "IoU": 0.706196382945316, + "TN": 97050968, + "TP": 49474, + "n_pred": 51032, + "n_ref": 68499 + }, + "2": { + "Dice": 0.5818329010689174, + "FN": 89774, + "FP": 21798, + "IoU": 0.41027104740158143, + "TN": 96931833, + "TP": 77620, + "n_pred": 99418, + "n_ref": 167394 + }, + "3": { + "Dice": 0.5852490503957761, + "FN": 117922, + "FP": 26537, + "IoU": 0.41367637926625833, + "TN": 96874644, + "TP": 101922, + "n_pred": 128459, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8067753438614366, + "FN": 1396, + "FP": 6190, + "IoU": 0.676130299278487, + "TN": 97097602, + "TP": 15837, + "n_pred": 22027, + "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": 0.8904504795283887, + "FN": 64804, + "FP": 309904, + "IoU": 0.8025333372681779, + "TN": 95223449, + "TP": 1522868, + "n_pred": 1832772, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.42499849783584764, + "FN": 224205, + "FP": 53312, + "IoU": 0.2698400587249426, + "TN": 96740948, + "TP": 102560, + "n_pred": 155872, + "n_ref": 326765 + }, + "8": { + "Dice": 0.7029454972045783, + "FN": 33596, + "FP": 22618, + "IoU": 0.5419552499062953, + "TN": 96998299, + "TP": 66512, + "n_pred": 89130, + "n_ref": 100108 + }, + "9": { + "Dice": 0.5645838841397138, + "FN": 57007, + "FP": 2281, + "IoU": 0.39332419212901376, + "TN": 97023299, + "TP": 38438, + "n_pred": 40719, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6797876826874136, + "FN": 80272, + "FP": 29825, + "IoU": 0.5149078476037733, + "TN": 78829444, + "TP": 116864, + "n_pred": 146689, + "n_ref": 197136 + }, + "10": { + "Dice": 0.3398592889568351, + "FN": 71226, + "FP": 13408, + "IoU": 0.20471715842886676, + "TN": 78949985, + "TP": 21786, + "n_pred": 35194, + "n_ref": 93012 + }, + "11": { + "Dice": 0.5612472160356348, + "FN": 1497, + "FP": 867, + "IoU": 0.39009287925696595, + "TN": 79052529, + "TP": 1512, + "n_pred": 2379, + "n_ref": 3009 + }, + "12": { + "Dice": 0.3844427823485415, + "FN": 2233, + "FP": 236, + "IoU": 0.23796296296296296, + "TN": 79053165, + "TP": 771, + "n_pred": 1007, + "n_ref": 3004 + }, + "13": { + "Dice": 0.4470764924736321, + "FN": 45828, + "FP": 2769, + "IoU": 0.28789344118164234, + "TN": 78988161, + "TP": 19647, + "n_pred": 22416, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5763297469313532, + "FN": 18862, + "FP": 9096, + "IoU": 0.4048196874866948, + "TN": 79009431, + "TP": 19016, + "n_pred": 28112, + "n_ref": 37878 + }, + "15": { + "Dice": 0.17639440150407354, + "FN": 34310, + "FP": 5116, + "IoU": 0.09672837243401759, + "TN": 79012757, + "TP": 4222, + "n_pred": 9338, + "n_ref": 38532 + }, + "2": { + "Dice": 0.5423119948321228, + "FN": 61117, + "FP": 26030, + "IoU": 0.3720357119695627, + "TN": 78917628, + "TP": 51630, + "n_pred": 77660, + "n_ref": 112747 + }, + "3": { + "Dice": 0.7043619902062042, + "FN": 52841, + "FP": 4694, + "IoU": 0.543641036216825, + "TN": 78930331, + "TP": 68539, + "n_pred": 73233, + "n_ref": 121380 + }, + "4": { + "Dice": 0.27994387830453404, + "FN": 4691, + "FP": 14811, + "IoU": 0.16275275833941527, + "TN": 79033112, + "TP": 3791, + "n_pred": 18602, + "n_ref": 8482 + }, + "5": { + "Dice": 0.050970397961184084, + "FN": 4828, + "FP": 13, + "IoU": 0.02615167974250654, + "TN": 79051434, + "TP": 130, + "n_pred": 143, + "n_ref": 4958 + }, + "6": { + "Dice": 0.8613794514715879, + "FN": 142135, + "FP": 236536, + "IoU": 0.7565114230415576, + "TN": 77501215, + "TP": 1176519, + "n_pred": 1413055, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.46277250730135994, + "FN": 320820, + "FP": 34751, + "IoU": 0.30104360577688577, + "TN": 78547688, + "TP": 153146, + "n_pred": 187897, + "n_ref": 473966 + }, + "8": { + "Dice": 0.6786911754214919, + "FN": 2986, + "FP": 24038, + "IoU": 0.5136506793845046, + "TN": 79000840, + "TP": 28541, + "n_pred": 52579, + "n_ref": 31527 + }, + "9": { + "Dice": 0.679908547727717, + "FN": 31293, + "FP": 6368, + "IoU": 0.5150465496594084, + "TN": 78978746, + "TP": 39998, + "n_pred": 46366, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8486592991651901, + "FN": 32492, + "FP": 39171, + "IoU": 0.7371052708810236, + "TN": 122439348, + "TP": 200929, + "n_pred": 240100, + "n_ref": 233421 + }, + "10": { + "Dice": 0.672787932361915, + "FN": 39614, + "FP": 29236, + "IoU": 0.5069181849432794, + "TN": 122572308, + "TP": 70782, + "n_pred": 100018, + "n_ref": 110396 + }, + "11": { + "Dice": 0.44056771141336487, + "FN": 2692, + "FP": 1092, + "IoU": 0.28251801289343953, + "TN": 122706666, + "TP": 1490, + "n_pred": 2582, + "n_ref": 4182 + }, + "12": { + "Dice": 0.17224237538626896, + "FN": 5649, + "FP": 512, + "IoU": 0.09423698912084681, + "TN": 122705138, + "TP": 641, + "n_pred": 1153, + "n_ref": 6290 + }, + "13": { + "Dice": 0.038735198853077045, + "FN": 52341, + "FP": 20073, + "IoU": 0.01975011167815034, + "TN": 122638067, + "TP": 1459, + "n_pred": 21532, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7750814592020416, + "FN": 22655, + "FP": 26700, + "IoU": 0.6327616354775103, + "TN": 122577545, + "TP": 85040, + "n_pred": 111740, + "n_ref": 107695 + }, + "15": { + "Dice": 0.6245602278438599, + "FN": 26857, + "FP": 2276, + "IoU": 0.4540803897685749, + "TN": 122658575, + "TP": 24232, + "n_pred": 26508, + "n_ref": 51089 + }, + "2": { + "Dice": 0.7258940242533197, + "FN": 26710, + "FP": 56539, + "IoU": 0.5697281372751706, + "TN": 122518460, + "TP": 110231, + "n_pred": 166770, + "n_ref": 136941 + }, + "3": { + "Dice": 0.5196806300691847, + "FN": 88342, + "FP": 18018, + "IoU": 0.35105980548877963, + "TN": 122548042, + "TP": 57538, + "n_pred": 75556, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7286824017057061, + "FN": 16603, + "FP": 19791, + "IoU": 0.5731710177561983, + "TN": 122626674, + "TP": 48872, + "n_pred": 68663, + "n_ref": 65475 + }, + "5": { + "Dice": 0.026374634481967776, + "FN": 16979, + "FP": 2, + "IoU": 0.013363546569054674, + "TN": 122694729, + "TP": 230, + "n_pred": 232, + "n_ref": 17209 + }, + "6": { + "Dice": 0.8867651764521809, + "FN": 78550, + "FP": 338312, + "IoU": 0.7965661491131838, + "TN": 120662812, + "TP": 1632266, + "n_pred": 1970578, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.3625032403774108, + "FN": 413101, + "FP": 125462, + "IoU": 0.2213764627301984, + "TN": 122020254, + "TP": 153123, + "n_pred": 278585, + "n_ref": 566224 + }, + "8": { + "Dice": 0.7489498861227353, + "FN": 41415, + "FP": 22297, + "IoU": 0.5986569824941573, + "TN": 122553193, + "TP": 95035, + "n_pred": 117332, + "n_ref": 136450 + }, + "9": { + "Dice": 0.4754750098731844, + "FN": 47657, + "FP": 12110, + "IoU": 0.31188403794786773, + "TN": 122625084, + "TP": 27089, + "n_pred": 39199, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/loop_001/summary_cross_val.json b/nnActive_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/loop_001/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..49f933c1c7e4ce4625510b35580a8eb7ce3c02de --- /dev/null +++ b/nnActive_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/loop_001/summary_cross_val.json @@ -0,0 +1,15972 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.2985036210323266, + "FN": 1012.1733333333333, + "FP": 422.7533333333334, + "IoU": 0.24329268132054446, + "TN": 216070.26333333334, + "TP": 1534.81, + "n_pred": 1957.5633333333328, + "n_ref": 2546.983333333333 + }, + "mean": { + "1": { + "Dice": 0.20414703110273327, + "FN": 911.0, + "FP": 1029.9, + "IoU": 0.17250716788786238, + "TN": 216341.0, + "TP": 758.1, + "n_pred": 1788.0, + "n_ref": 1669.1 + }, + "10": { + "Dice": 0.2475048696940002, + "FN": 82.4, + "FP": 517.9, + "IoU": 0.18589861082856815, + "TN": 218311.8, + "TP": 127.9, + "n_pred": 645.8, + "n_ref": 210.3 + }, + "11": { + "Dice": 0.31580211925003127, + "FN": 240.9, + "FP": 52.2, + "IoU": 0.20736392623287228, + "TN": 218621.35, + "TP": 125.55, + "n_pred": 177.75, + "n_ref": 366.45 + }, + "12": { + "Dice": 0.0, + "FN": 172.25, + "FP": 45.35, + "IoU": 0.0, + "TN": 218822.4, + "TP": 0.0, + "n_pred": 45.35, + "n_ref": 172.25 + }, + "13": { + "Dice": 0.009060562708631379, + "FN": 10.15, + "FP": 153.05, + "IoU": 0.004571703561116458, + "TN": 218875.85, + "TP": 0.95, + "n_pred": 154.0, + "n_ref": 11.1 + }, + "14": { + "Dice": 0.2876502090398168, + "FN": 631.6, + "FP": 297.25, + "IoU": 0.2537984445383384, + "TN": 216776.45, + "TP": 1334.7, + "n_pred": 1631.95, + "n_ref": 1966.3 + }, + "15": { + "Dice": 0.4771869454780269, + "FN": 2080.55, + "FP": 261.85, + "IoU": 0.32769133539838485, + "TN": 215763.1, + "TP": 934.5, + "n_pred": 1196.35, + "n_ref": 3015.05 + }, + "2": { + "Dice": 0.3846255864492184, + "FN": 1515.15, + "FP": 76.9, + "IoU": 0.3170182635461959, + "TN": 215671.95, + "TP": 1776.0, + "n_pred": 1852.9, + "n_ref": 3291.15 + }, + "3": { + "Dice": 0.47089897620494603, + "FN": 67.45, + "FP": 201.1, + "IoU": 0.4449991164516699, + "TN": 217764.15, + "TP": 1007.3, + "n_pred": 1208.4, + "n_ref": 1074.75 + }, + "4": { + "Dice": 0.13685754517718846, + "FN": 489.9, + "FP": 585.4, + "IoU": 0.10401783723522855, + "TN": 217381.55, + "TP": 583.15, + "n_pred": 1168.55, + "n_ref": 1073.05 + }, + "5": { + "Dice": 0.0, + "FN": 708.05, + "FP": 13.3, + "IoU": 0.0, + "TN": 218318.65, + "TP": 0.0, + "n_pred": 13.3, + "n_ref": 708.05 + }, + "6": { + "Dice": 0.618111970438925, + "FN": 3674.85, + "FP": 1496.6, + "IoU": 0.5303314221837023, + "TN": 202920.75, + "TP": 10947.8, + "n_pred": 12444.4, + "n_ref": 14622.65 + }, + "7": { + "Dice": 0.21391938228052151, + "FN": 2625.3, + "FP": 996.05, + "IoU": 0.15918661774706908, + "TN": 213126.4, + "TP": 2292.25, + "n_pred": 3288.3, + "n_ref": 4917.55 + }, + "8": { + "Dice": 0.872951404023363, + "FN": 379.3, + "FP": 186.6, + "IoU": 0.7754745633225926, + "TN": 216254.5, + "TP": 2219.6, + "n_pred": 2406.2, + "n_ref": 2598.9 + }, + "9": { + "Dice": 0.23883771363749648, + "FN": 1593.75, + "FP": 427.85, + "IoU": 0.16653121087456704, + "TN": 216104.05, + "TP": 914.35, + "n_pred": 1342.2, + "n_ref": 2508.1 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8165881244109331, + "FN": 6311, + "FP": 500, + "IoU": 0.6900286715514495, + "TN": 153259, + "TP": 15162, + "n_pred": 15662, + "n_ref": 21473 + }, + "10": { + "Dice": 0.6962183127857043, + "FN": 1593, + "FP": 600, + "IoU": 0.5339991500212494, + "TN": 170526, + "TP": 2513, + "n_pred": 3113, + "n_ref": 4106 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 175209, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3226, + "FP": 12, + "IoU": 0.0, + "TN": 171994, + "TP": 0, + "n_pred": 12, + "n_ref": 3226 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 10, + "IoU": 0.0, + "TN": 175222, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "3": { + "Dice": 0.9417979524098921, + "FN": 1349, + "FP": 1141, + "IoU": 0.8899982329033398, + "TN": 152596, + "TP": 20146, + "n_pred": 21287, + "n_ref": 21495 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 3, + "FP": 3918, + "IoU": 0.0, + "TN": 171311, + "TP": 0, + "n_pred": 3918, + "n_ref": 3 + }, + "7": { + "Dice": 0.7753101546944402, + "FN": 2820, + "FP": 114, + "IoU": 0.6330665332666333, + "TN": 167236, + "TP": 5062, + "n_pred": 5176, + "n_ref": 7882 + }, + "8": { + "Dice": 0.8545220469906663, + "FN": 988, + "FP": 1724, + "IoU": 0.7459960663107614, + "TN": 164555, + "TP": 7965, + "n_pred": 9689, + "n_ref": 8953 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 175206, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0035.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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 93, + "IoU": 0.0, + "TN": 350371, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.6842877258859422, + "FN": 9798, + "FP": 964, + "IoU": 0.5200891861761427, + "TN": 328039, + "TP": 11663, + "n_pred": 12627, + "n_ref": 21461 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9509295879575359, + "FN": 3634, + "FP": 845, + "IoU": 0.9064497263879026, + "TN": 302586, + "TP": 43399, + "n_pred": 44244, + "n_ref": 47033 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 14884, + "IoU": 0.0, + "TN": 335580, + "TP": 0, + "n_pred": 14884, + "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": 1429, + "IoU": 0.0, + "TN": 349035, + "TP": 0, + "n_pred": 1429, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.0, + "FN": 0, + "FP": 1039, + "IoU": 0.0, + "TN": 174193, + "TP": 0, + "n_pred": 1039, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 9767, + "IoU": 0.0, + "TN": 165465, + "TP": 0, + "n_pred": 9767, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7525360330141693, + "FN": 7553, + "FP": 4620, + "IoU": 0.6032527214653542, + "TN": 144550, + "TP": 18509, + "n_pred": 23129, + "n_ref": 26062 + }, + "7": { + "Dice": 0.6605550426329224, + "FN": 31132, + "FP": 119, + "IoU": 0.493155794868468, + "TN": 113574, + "TP": 30407, + "n_pred": 30526, + "n_ref": 61539 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.508585445625511, + "FN": 1055, + "FP": 748, + "IoU": 0.34100877192982454, + "TN": 172496, + "TP": 933, + "n_pred": 1681, + "n_ref": 1988 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 502, + "IoU": 0.0, + "TN": 174730, + "TP": 0, + "n_pred": 502, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 589, + "IoU": 0.0, + "TN": 174643, + "TP": 0, + "n_pred": 589, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8308958460768504, + "FN": 8329, + "FP": 794, + "IoU": 0.7107115677321156, + "TN": 143696, + "TP": 22413, + "n_pred": 23207, + "n_ref": 30742 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 175210, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.554469637737816, + "FN": 3819, + "FP": 3019, + "IoU": 0.38357522762102225, + "TN": 164139, + "TP": 4255, + "n_pred": 7274, + "n_ref": 8074 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 254, + "IoU": 0.0, + "TN": 350210, + "TP": 0, + "n_pred": 254, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 7010, + "FP": 0, + "IoU": 0.0, + "TN": 343454, + "TP": 0, + "n_pred": 0, + "n_ref": 7010 + }, + "6": { + "Dice": 0.768269327688741, + "FN": 2123, + "FP": 9372, + "IoU": 0.6237315875613748, + "TN": 319914, + "TP": 19055, + "n_pred": 28427, + "n_ref": 21178 + }, + "7": { + "Dice": 0.14448100508525277, + "FN": 5612, + "FP": 108, + "IoU": 0.0778655489279381, + "TN": 344261, + "TP": 483, + "n_pred": 591, + "n_ref": 6095 + }, + "8": { + "Dice": 0.9041117306790348, + "FN": 2495, + "FP": 1185, + "IoU": 0.8250035665034001, + "TN": 329435, + "TP": 17349, + "n_pred": 18534, + "n_ref": 19844 + }, + "9": { + "Dice": 0.21775269368907132, + "FN": 15060, + "FP": 186, + "IoU": 0.1221787194841087, + "TN": 333096, + "TP": 2122, + "n_pred": 2308, + "n_ref": 17182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.0, + "FN": 0, + "FP": 7959, + "IoU": 0.0, + "TN": 167273, + "TP": 0, + "n_pred": 7959, + "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": 179, + "FP": 0, + "IoU": 0.0, + "TN": 175053, + "TP": 0, + "n_pred": 0, + "n_ref": 179 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1205, + "IoU": 0.0, + "TN": 174027, + "TP": 0, + "n_pred": 1205, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 7151, + "FP": 0, + "IoU": 0.0, + "TN": 168081, + "TP": 0, + "n_pred": 0, + "n_ref": 7151 + }, + "6": { + "Dice": 0.030630416716134395, + "FN": 10946, + "FP": 5384, + "IoU": 0.015553412105136243, + "TN": 158644, + "TP": 258, + "n_pred": 5642, + "n_ref": 11204 + }, + "7": { + "Dice": 0.5588476203925999, + "FN": 12942, + "FP": 2677, + "IoU": 0.3877783004076513, + "TN": 149720, + "TP": 9893, + "n_pred": 12570, + "n_ref": 22835 + }, + "8": { + "Dice": 0.8917342062884448, + "FN": 3839, + "FP": 262, + "IoU": 0.804621248213435, + "TN": 154242, + "TP": 16889, + "n_pred": 17151, + "n_ref": 20728 + }, + "9": { + "Dice": 0.0, + "FN": 4566, + "FP": 100, + "IoU": 0.0, + "TN": 170566, + "TP": 0, + "n_pred": 100, + "n_ref": 4566 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.046296296296296294, + "FN": 55, + "FP": 1799, + "IoU": 0.023696682464454975, + "TN": 173333, + "TP": 45, + "n_pred": 1844, + "n_ref": 100 + }, + "11": { + "Dice": 0.43882091212458285, + "FN": 3763, + "FP": 273, + "IoU": 0.28108300676879233, + "TN": 169618, + "TP": 1578, + "n_pred": 1851, + "n_ref": 5341 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 376, + "IoU": 0.0, + "TN": 174816, + "TP": 0, + "n_pred": 376, + "n_ref": 40 + }, + "13": { + "Dice": 0.018121125417262757, + "FN": 203, + "FP": 1856, + "IoU": 0.009143407122232916, + "TN": 173154, + "TP": 19, + "n_pred": 1875, + "n_ref": 222 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8606395578365574, + "FN": 1031, + "FP": 28, + "IoU": 0.7553707553707554, + "TN": 170903, + "TP": 3270, + "n_pred": 3298, + "n_ref": 4301 + }, + "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": 134, + "IoU": 0.0, + "TN": 175098, + "TP": 0, + "n_pred": 134, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9244416394937064, + "FN": 8029, + "FP": 4901, + "IoU": 0.8594992828269657, + "TN": 83204, + "TP": 79098, + "n_pred": 83999, + "n_ref": 87127 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1491, + "IoU": 0.0, + "TN": 173741, + "TP": 0, + "n_pred": 1491, + "n_ref": 0 + }, + "8": { + "Dice": 0.8414376321353065, + "FN": 264, + "FP": 561, + "IoU": 0.7262773722627737, + "TN": 172218, + "TP": 2189, + "n_pred": 2750, + "n_ref": 2453 + }, + "9": { + "Dice": 0.6608039503980914, + "FN": 8430, + "FP": 3797, + "IoU": 0.4934333181422712, + "TN": 151095, + "TP": 11910, + "n_pred": 15707, + "n_ref": 20340 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 11909, + "FP": 0, + "IoU": 0.0, + "TN": 163323, + "TP": 0, + "n_pred": 0, + "n_ref": 11909 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.9491207951070336, + "FN": 1536, + "FP": 1126, + "IoU": 0.9031683096286057, + "TN": 322973, + "TP": 24829, + "n_pred": 25955, + "n_ref": 26365 + }, + "15": { + "Dice": 0.31896788361240735, + "FN": 33796, + "FP": 938, + "IoU": 0.189745264532985, + "TN": 307596, + "TP": 8134, + "n_pred": 9072, + "n_ref": 41930 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 266, + "IoU": 0.0, + "TN": 350198, + "TP": 0, + "n_pred": 266, + "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": 488, + "IoU": 0.0, + "TN": 349976, + "TP": 0, + "n_pred": 488, + "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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.0, + "FN": 0, + "FP": 120, + "IoU": 0.0, + "TN": 175112, + "TP": 0, + "n_pred": 120, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 17, + "IoU": 0.0, + "TN": 175215, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6778627879603161, + "FN": 29272, + "FP": 1380, + "IoU": 0.5127022988140282, + "TN": 112330, + "TP": 32250, + "n_pred": 33630, + "n_ref": 61522 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2881, + "IoU": 0.0, + "TN": 172351, + "TP": 0, + "n_pred": 2881, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 20077, + "IoU": 0.0, + "TN": 330387, + "TP": 0, + "n_pred": 20077, + "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": 0.20148004105223358, + "FN": 11096, + "FP": 3687, + "IoU": 0.11202546852474772, + "TN": 333816, + "TP": 1865, + "n_pred": 5552, + "n_ref": 12961 + }, + "15": { + "Dice": 0.6354060073436465, + "FN": 7815, + "FP": 4299, + "IoU": 0.46563740626378475, + "TN": 327794, + "TP": 10556, + "n_pred": 14855, + "n_ref": 18371 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.6871929125642631, + "FN": 32880, + "FP": 98, + "IoU": 0.523453079390769, + "TN": 281262, + "TP": 36224, + "n_pred": 36322, + "n_ref": 69104 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 350447, + "TP": 0, + "n_pred": 17, + "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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.3384282138503515, + "FN": 873.7543859649122, + "FP": 596.6912280701755, + "IoU": 0.2684643449369108, + "TN": 255181.34736842106, + "TP": 1584.8385964912281, + "n_pred": 2181.5298245614035, + "n_ref": 2458.5929824561404 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 2.6842105263157894, + "FP": 717.3157894736842, + "IoU": 0.0, + "TN": 257516.63157894736, + "TP": 0.0, + "n_pred": 717.3157894736842, + "n_ref": 2.6842105263157894 + }, + "10": { + "Dice": 0.34473286504367756, + "FN": 600.1578947368421, + "FP": 1474.3684210526317, + "IoU": 0.24723071138787406, + "TN": 254797.94736842104, + "TP": 1364.157894736842, + "n_pred": 2838.5263157894738, + "n_ref": 1964.3157894736842 + }, + "11": { + "Dice": 0.5296111665004986, + "FN": 110.94736842105263, + "FP": 13.210526315789474, + "IoU": 0.360184431787361, + "TN": 258042.57894736843, + "TP": 69.89473684210526, + "n_pred": 83.10526315789474, + "n_ref": 180.8421052631579 + }, + "12": { + "Dice": 0.3748344370860927, + "FN": 14.31578947368421, + "FP": 35.36842105263158, + "IoU": 0.2306438467807661, + "TN": 258172.05263157896, + "TP": 14.894736842105264, + "n_pred": 50.26315789473684, + "n_ref": 29.210526315789473 + }, + "13": { + "Dice": 0.13263582732863827, + "FN": 681.5263157894736, + "FP": 979.3684210526316, + "IoU": 0.08612196257099707, + "TN": 256400.2105263158, + "TP": 175.52631578947367, + "n_pred": 1154.8947368421052, + "n_ref": 857.0526315789474 + }, + "14": { + "Dice": 0.4248558684158342, + "FN": 2584.4210526315787, + "FP": 861.4736842105264, + "IoU": 0.27396542441306365, + "TN": 253220.05263157896, + "TP": 1570.6842105263158, + "n_pred": 2432.157894736842, + "n_ref": 4155.105263157895 + }, + "15": { + "Dice": 0.3309730887905468, + "FN": 2105.8947368421054, + "FP": 265.2105263157895, + "IoU": 0.28001821186438486, + "TN": 255245.94736842104, + "TP": 619.578947368421, + "n_pred": 884.7894736842105, + "n_ref": 2725.4736842105262 + }, + "2": { + "Dice": 0.2217831899855233, + "FN": 1880.0, + "FP": 327.7894736842105, + "IoU": 0.19928989011661719, + "TN": 254658.1052631579, + "TP": 1370.7368421052631, + "n_pred": 1698.5263157894738, + "n_ref": 3250.7368421052633 + }, + "3": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1801.2631578947369, + "IoU": 0.0, + "TN": 256435.36842105264, + "TP": 0.0, + "n_pred": 1801.2631578947369, + "n_ref": 0.0 + }, + "4": { + "Dice": 0.3977293558031351, + "FN": 1039.9473684210527, + "FP": 53.473684210526315, + "IoU": 0.33066051587383816, + "TN": 255361.7894736842, + "TP": 1781.421052631579, + "n_pred": 1834.8947368421052, + "n_ref": 2821.3684210526317 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 14.263157894736842, + "IoU": 0.0, + "TN": 258222.36842105264, + "TP": 0.0, + "n_pred": 14.263157894736842, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.8688242030514086, + "FN": 1561.842105263158, + "FP": 856.2631578947369, + "IoU": 0.7839835662447714, + "TN": 241597.73684210525, + "TP": 14220.78947368421, + "n_pred": 15077.052631578947, + "n_ref": 15782.631578947368 + }, + "7": { + "Dice": 0.3863996970440841, + "FN": 1311.578947368421, + "FP": 1512.4736842105262, + "IoU": 0.31891311167711334, + "TN": 253985.36842105264, + "TP": 1427.2105263157894, + "n_pred": 2939.684210526316, + "n_ref": 2738.7894736842104 + }, + "8": { + "Dice": 0.8395815991014668, + "FN": 481.94736842105266, + "FP": 37.05263157894737, + "IoU": 0.7398468032504556, + "TN": 256657.31578947368, + "TP": 1060.3157894736842, + "n_pred": 1097.3684210526317, + "n_ref": 1542.2631578947369 + }, + "9": { + "Dice": 0.22446190960436682, + "FN": 731.0526315789474, + "FP": 1.4736842105263157, + "IoU": 0.17610669808641907, + "TN": 257406.73684210525, + "TP": 97.36842105263158, + "n_pred": 98.84210526315789, + "n_ref": 828.421052631579 + } + }, + "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": 0.416814533164343, + "FN": 773, + "FP": 13031, + "IoU": 0.2632758712707477, + "TN": 331727, + "TP": 4933, + "n_pred": 17964, + "n_ref": 5706 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.13233229567234328, + "FN": 10450, + "FP": 3765, + "IoU": 0.07085430420288907, + "TN": 335165, + "TP": 1084, + "n_pred": 4849, + "n_ref": 11534 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 271, + "IoU": 0.0, + "TN": 350193, + "TP": 0, + "n_pred": 271, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.6966292134831461, + "FN": 13, + "FP": 14, + "IoU": 0.5344827586206896, + "TN": 350406, + "TP": 31, + "n_pred": 45, + "n_ref": 44 + }, + "8": { + "Dice": 0.7271575518083919, + "FN": 8807, + "FP": 238, + "IoU": 0.5712863778557209, + "TN": 329366, + "TP": 12053, + "n_pred": 12291, + "n_ref": 20860 + }, + "9": { + "Dice": 0.11469631236442517, + "FN": 13057, + "FP": 3, + "IoU": 0.06083704875593269, + "TN": 336558, + "TP": 846, + "n_pred": 849, + "n_ref": 13903 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.0, + "FN": 17, + "FP": 633, + "IoU": 0.0, + "TN": 349814, + "TP": 0, + "n_pred": 633, + "n_ref": 17 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.8240794108229267, + "FN": 7616, + "FP": 625, + "IoU": 0.7007951203572595, + "TN": 322921, + "TP": 19302, + "n_pred": 19927, + "n_ref": 26918 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9266772028012585, + "FN": 2619, + "FP": 2438, + "IoU": 0.8633723286412882, + "TN": 313451, + "TP": 31956, + "n_pred": 34394, + "n_ref": 34575 + }, + "7": { + "Dice": 0.8732363735218159, + "FN": 1296, + "FP": 3367, + "IoU": 0.7749951746767033, + "TN": 329740, + "TP": 16061, + "n_pred": 19428, + "n_ref": 17357 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.6607669616519174, + "FN": 3, + "FP": 112, + "IoU": 0.4933920704845815, + "TN": 350237, + "TP": 112, + "n_pred": 224, + "n_ref": 115 + }, + "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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 350460, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 1053, + "IoU": 0.0, + "TN": 349411, + "TP": 0, + "n_pred": 1053, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7668380123896138, + "FN": 8729, + "FP": 116, + "IoU": 0.6218469431380932, + "TN": 327074, + "TP": 14545, + "n_pred": 14661, + "n_ref": 23274 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9275949620401986, + "FN": 4065, + "FP": 1724, + "IoU": 0.8649669940052717, + "TN": 307593, + "TP": 37082, + "n_pred": 38806, + "n_ref": 41147 + }, + "7": { + "Dice": 0.14041778625292536, + "FN": 569, + "FP": 9348, + "IoU": 0.07551039433205929, + "TN": 339737, + "TP": 810, + "n_pred": 10158, + "n_ref": 1379 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.5157304284204536, + "FN": 46561, + "FP": 1095, + "IoU": 0.3474641253149304, + "TN": 277432, + "TP": 25376, + "n_pred": 26471, + "n_ref": 71937 + }, + "15": { + "Dice": 0.8746287550513657, + "FN": 2400, + "FP": 175, + "IoU": 0.7771913126243835, + "TN": 338907, + "TP": 8982, + "n_pred": 9157, + "n_ref": 11382 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 175206, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.3339813084112149, + "FN": 2543, + "FP": 15273, + "IoU": 0.20046672351119688, + "TN": 152949, + "TP": 4467, + "n_pred": 19740, + "n_ref": 7010 + }, + "15": { + "Dice": 0.11829051132027474, + "FN": 37612, + "FP": 3980, + "IoU": 0.06286332296877112, + "TN": 130850, + "TP": 2790, + "n_pred": 6770, + "n_ref": 40402 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 51, + "FP": 0, + "IoU": 0.0, + "TN": 175181, + "TP": 0, + "n_pred": 0, + "n_ref": 51 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 18890, + "FP": 0, + "IoU": 0.0, + "TN": 156342, + "TP": 0, + "n_pred": 0, + "n_ref": 18890 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 884, + "IoU": 0.0, + "TN": 349580, + "TP": 0, + "n_pred": 884, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 350428, + "TP": 0, + "n_pred": 36, + "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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 12116, + "IoU": 0.0, + "TN": 338348, + "TP": 0, + "n_pred": 12116, + "n_ref": 0 + }, + "10": { + "Dice": 0.6915148609779482, + "FN": 945, + "FP": 1629, + "IoU": 0.5284850705257373, + "TN": 345005, + "TP": 2885, + "n_pred": 4514, + "n_ref": 3830 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.09762900976290098, + "FN": 1765, + "FP": 176, + "IoU": 0.051319648093841645, + "TN": 348418, + "TP": 105, + "n_pred": 281, + "n_ref": 1870 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 3414, + "FP": 0, + "IoU": 0.0, + "TN": 347050, + "TP": 0, + "n_pred": 0, + "n_ref": 3414 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8949535156356498, + "FN": 18177, + "FP": 8794, + "IoU": 0.8098786144281062, + "TN": 208602, + "TP": 114891, + "n_pred": 123685, + "n_ref": 133068 + }, + "7": { + "Dice": 0.4443671766342142, + "FN": 3054, + "FP": 142, + "IoU": 0.28565042467590523, + "TN": 345990, + "TP": 1278, + "n_pred": 1420, + "n_ref": 4332 + }, + "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": 19, + "IoU": 0.0, + "TN": 350445, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 145, + "IoU": 0.0, + "TN": 175087, + "TP": 0, + "n_pred": 145, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9678692338048062, + "FN": 1047, + "FP": 500, + "IoU": 0.9377389624501952, + "TN": 150385, + "TP": 23300, + "n_pred": 23800, + "n_ref": 24347 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 175225, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 146, + "IoU": 0.0, + "TN": 350318, + "TP": 0, + "n_pred": 146, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 381, + "IoU": 0.0, + "TN": 350083, + "TP": 0, + "n_pred": 381, + "n_ref": 0 + }, + "11": { + "Dice": 0.5296111665004986, + "FN": 2108, + "FP": 251, + "IoU": 0.360184431787361, + "TN": 346777, + "TP": 1328, + "n_pred": 1579, + "n_ref": 3436 + }, + "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": 11454, + "IoU": 0.0, + "TN": 339010, + "TP": 0, + "n_pred": 11454, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8871327599420932, + "FN": 1488, + "FP": 5139, + "IoU": 0.7971595604664687, + "TN": 317793, + "TP": 26044, + "n_pred": 31183, + "n_ref": 27532 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 131, + "IoU": 0.0, + "TN": 350333, + "TP": 0, + "n_pred": 131, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 275, + "IoU": 0.0, + "TN": 350189, + "TP": 0, + "n_pred": 275, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9650462769949137, + "FN": 1703, + "FP": 2489, + "IoU": 0.9324535537616216, + "TN": 288403, + "TP": 57869, + "n_pred": 60358, + "n_ref": 59572 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 15746, + "IoU": 0.0, + "TN": 334718, + "TP": 0, + "n_pred": 15746, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7831513260530422, + "FN": 550, + "FP": 6, + "IoU": 0.6435897435897436, + "TN": 348904, + "TP": 1004, + "n_pred": 1010, + "n_ref": 1554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1222, + "IoU": 0.0, + "TN": 174010, + "TP": 0, + "n_pred": 1222, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 34232, + "FP": 0, + "IoU": 0.0, + "TN": 141000, + "TP": 0, + "n_pred": 0, + "n_ref": 34232 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 34093, + "IoU": 0.0, + "TN": 141139, + "TP": 0, + "n_pred": 34093, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6987295825771325, + "FN": 1655, + "FP": 5, + "IoU": 0.5369595536959554, + "TN": 171647, + "TP": 1925, + "n_pred": 1930, + "n_ref": 3580 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.6153349310760967, + "FN": 9685, + "FP": 12946, + "IoU": 0.4443926151428852, + "TN": 309732, + "TP": 18101, + "n_pred": 31047, + "n_ref": 27786 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3748344370860927, + "FN": 272, + "FP": 672, + "IoU": 0.2306438467807661, + "TN": 349237, + "TP": 283, + "n_pred": 955, + "n_ref": 555 + }, + "13": { + "Dice": 0.5658536585365853, + "FN": 717, + "FP": 2576, + "IoU": 0.3945578231292517, + "TN": 345025, + "TP": 2146, + "n_pred": 4722, + "n_ref": 2863 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.9089558889053914, + "FN": 406, + "FP": 207, + "IoU": 0.8331064524911517, + "TN": 346791, + "TP": 3060, + "n_pred": 3267, + "n_ref": 3466 + }, + "7": { + "Dice": 0.9365470264605711, + "FN": 1098, + "FP": 113, + "IoU": 0.8806661411115491, + "TN": 340316, + "TP": 8937, + "n_pred": 9050, + "n_ref": 10035 + }, + "8": { + "Dice": 0.9520056463945418, + "FN": 350, + "FP": 466, + "IoU": 0.9084072286451903, + "TN": 341555, + "TP": 8093, + "n_pred": 8559, + "n_ref": 8443 + }, + "9": { + "Dice": 0.0, + "FN": 283, + "FP": 0, + "IoU": 0.0, + "TN": 350181, + "TP": 0, + "n_pred": 0, + "n_ref": 283 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0383.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.2304692243495903, + "FN": 764.9964912280702, + "FP": 273.5964912280702, + "IoU": 0.18767452655040368, + "TN": 219276.7684210526, + "TP": 1030.322807017544, + "n_pred": 1303.919298245614, + "n_ref": 1795.3192982456137 + }, + "mean": { + "1": { + "Dice": 0.18681011048622767, + "FN": 1331.842105263158, + "FP": 396.89473684210526, + "IoU": 0.1622196867595083, + "TN": 217709.68421052632, + "TP": 1907.2631578947369, + "n_pred": 2304.157894736842, + "n_ref": 3239.1052631578946 + }, + "10": { + "Dice": 0.07342095254199672, + "FN": 3335.5789473684213, + "FP": 85.26315789473684, + "IoU": 0.043933669971882035, + "TN": 217826.7894736842, + "TP": 98.05263157894737, + "n_pred": 183.31578947368422, + "n_ref": 3433.6315789473683 + }, + "11": { + "Dice": 0.19663253249310753, + "FN": 13.842105263157896, + "FP": 46.89473684210526, + "IoU": 0.16204154495293735, + "TN": 221179.84210526315, + "TP": 105.10526315789474, + "n_pred": 152.0, + "n_ref": 118.94736842105263 + }, + "12": { + "Dice": 0.049683537946802234, + "FN": 577.8947368421053, + "FP": 4.0, + "IoU": 0.027419609132890748, + "TN": 220730.57894736843, + "TP": 33.21052631578947, + "n_pred": 37.21052631578947, + "n_ref": 611.1052631578947 + }, + "13": { + "Dice": 0.012474317581449956, + "FN": 300.42105263157896, + "FP": 57.68421052631579, + "IoU": 0.006396748946417821, + "TN": 220978.63157894736, + "TP": 8.947368421052632, + "n_pred": 66.63157894736842, + "n_ref": 309.36842105263156 + }, + "14": { + "Dice": 0.2936848332470606, + "FN": 320.3157894736842, + "FP": 559.5263157894736, + "IoU": 0.20789928283515677, + "TN": 220047.7894736842, + "TP": 418.05263157894734, + "n_pred": 977.578947368421, + "n_ref": 738.3684210526316 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 130.3684210526316, + "IoU": 0.0, + "TN": 221215.31578947368, + "TP": 0.0, + "n_pred": 130.3684210526316, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.12916666666666668, + "FN": 0.47368421052631576, + "FP": 464.2631578947368, + "IoU": 0.09538461538461539, + "TN": 220879.31578947368, + "TP": 1.631578947368421, + "n_pred": 465.89473684210526, + "n_ref": 2.1052631578947367 + }, + "3": { + "Dice": 0.2460381022200328, + "FN": 1674.3684210526317, + "FP": 224.78947368421052, + "IoU": 0.1872672700707159, + "TN": 218781.42105263157, + "TP": 665.1052631578947, + "n_pred": 889.8947368421053, + "n_ref": 2339.4736842105262 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 91.63157894736842, + "IoU": 0.0, + "TN": 221254.05263157896, + "TP": 0.0, + "n_pred": 91.63157894736842, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.1290594362745098, + "FN": 326.63157894736844, + "FP": 78.05263157894737, + "IoU": 0.08698120999380549, + "TN": 220763.63157894736, + "TP": 177.3684210526316, + "n_pred": 255.42105263157896, + "n_ref": 504.0 + }, + "6": { + "Dice": 0.40654948682046044, + "FN": 547.0526315789474, + "FP": 1438.7368421052631, + "IoU": 0.37280712050301384, + "TN": 214177.52631578947, + "TP": 5182.368421052632, + "n_pred": 6621.105263157895, + "n_ref": 5729.421052631579 + }, + "7": { + "Dice": 0.4168693220905082, + "FN": 2004.7894736842106, + "FP": 293.8421052631579, + "IoU": 0.30945794456249187, + "TN": 217166.1052631579, + "TP": 1880.9473684210527, + "n_pred": 2174.7894736842104, + "n_ref": 3885.7368421052633 + }, + "8": { + "Dice": 0.8962409099779073, + "FN": 849.6315789473684, + "FP": 186.42105263157896, + "IoU": 0.8152585893153532, + "TN": 215514.47368421053, + "TP": 4795.1578947368425, + "n_pred": 4981.578947368421, + "n_ref": 5644.789473684211 + }, + "9": { + "Dice": 0.42040815689712435, + "FN": 192.10526315789474, + "FP": 45.578947368421055, + "IoU": 0.338050605827266, + "TN": 220926.36842105264, + "TP": 181.6315789473684, + "n_pred": 227.21052631578948, + "n_ref": 373.7368421052632 + } + }, + "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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6212, + "FP": 0, + "IoU": 0.0, + "TN": 344252, + "TP": 0, + "n_pred": 0, + "n_ref": 6212 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 350449, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 127, + "IoU": 0.0, + "TN": 350337, + "TP": 0, + "n_pred": 127, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 115, + "IoU": 0.0, + "TN": 350349, + "TP": 0, + "n_pred": 115, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 656, + "FP": 239, + "IoU": 0.0, + "TN": 349569, + "TP": 0, + "n_pred": 239, + "n_ref": 656 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5162377450980392, + "FN": 6206, + "FP": 110, + "IoU": 0.34792483997522194, + "TN": 340778, + "TP": 3370, + "n_pred": 3480, + "n_ref": 9576 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5775, + "IoU": 0.0, + "TN": 344689, + "TP": 0, + "n_pred": 5775, + "n_ref": 0 + }, + "7": { + "Dice": 0.4766248574686431, + "FN": 459, + "FP": 0, + "IoU": 0.312874251497006, + "TN": 349796, + "TP": 209, + "n_pred": 209, + "n_ref": 668 + }, + "8": { + "Dice": 0.9275456706502979, + "FN": 3367, + "FP": 1083, + "IoU": 0.864881277706929, + "TN": 317530, + "TP": 28484, + "n_pred": 29567, + "n_ref": 31851 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1070, + "IoU": 0.0, + "TN": 349394, + "TP": 0, + "n_pred": 1070, + "n_ref": 0 + }, + "10": { + "Dice": 0.03895015154446379, + "FN": 13968, + "FP": 935, + "IoU": 0.01986188753699441, + "TN": 335259, + "TP": 302, + "n_pred": 1237, + "n_ref": 14270 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 5557, + "IoU": 0.0, + "TN": 344907, + "TP": 0, + "n_pred": 5557, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 1331, + "IoU": 0.0, + "TN": 349133, + "TP": 0, + "n_pred": 1331, + "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": 0.8374056594380389, + "FN": 8090, + "FP": 75, + "IoU": 0.7202905004967285, + "TN": 321273, + "TP": 21026, + "n_pred": 21101, + "n_ref": 29116 + }, + "7": { + "Dice": 0.4077376922332914, + "FN": 30050, + "FP": 567, + "IoU": 0.25607444844008165, + "TN": 309308, + "TP": 10539, + "n_pred": 11106, + "n_ref": 40589 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1073, + "IoU": 0.0, + "TN": 174159, + "TP": 0, + "n_pred": 1073, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 27, + "IoU": 0.0, + "TN": 175205, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 175184, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9622054060091589, + "FN": 1669, + "FP": 3745, + "IoU": 0.9271636329391506, + "TN": 100901, + "TP": 68917, + "n_pred": 72662, + "n_ref": 70586 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.3945851090498872, + "FN": 2374, + "FP": 41, + "IoU": 0.2457838850718301, + "TN": 172030, + "TP": 787, + "n_pred": 828, + "n_ref": 3161 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 175219, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 488, + "FP": 18, + "IoU": 0.0, + "TN": 174726, + "TP": 0, + "n_pred": 18, + "n_ref": 488 + }, + "13": { + "Dice": 0.049897270325799825, + "FN": 5708, + "FP": 766, + "IoU": 0.025586995785671283, + "TN": 168588, + "TP": 170, + "n_pred": 936, + "n_ref": 5878 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.851131401349742, + "FN": 295, + "FP": 455, + "IoU": 0.7408431237042156, + "TN": 172338, + "TP": 2144, + "n_pred": 2599, + "n_ref": 2439 + }, + "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": 894, + "IoU": 0.0, + "TN": 174338, + "TP": 0, + "n_pred": 894, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.08638743455497382, + "FN": 77, + "FP": 3413, + "IoU": 0.04514363885088919, + "TN": 171577, + "TP": 165, + "n_pred": 3578, + "n_ref": 242 + }, + "8": { + "Dice": 0.8438948065234398, + "FN": 4225, + "FP": 963, + "IoU": 0.7299463848836604, + "TN": 156021, + "TP": 14023, + "n_pred": 14986, + "n_ref": 18248 + }, + "9": { + "Dice": 0.05424445227192674, + "FN": 2632, + "FP": 53, + "IoU": 0.027878349022447502, + "TN": 172470, + "TP": 77, + "n_pred": 130, + "n_ref": 2709 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9022880215343203, + "FN": 519, + "FP": 207, + "IoU": 0.8219715546836684, + "TN": 171154, + "TP": 3352, + "n_pred": 3559, + "n_ref": 3871 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7790029728417287, + "FN": 18574, + "FP": 85, + "IoU": 0.6380056261519061, + "TN": 298919, + "TP": 32886, + "n_pred": 32971, + "n_ref": 51460 + }, + "10": { + "Dice": 0.08041140719962599, + "FN": 17638, + "FP": 65, + "IoU": 0.04188991719434973, + "TN": 331987, + "TP": 774, + "n_pred": 839, + "n_ref": 18412 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 278, + "FP": 0, + "IoU": 0.0, + "TN": 350186, + "TP": 0, + "n_pred": 0, + "n_ref": 278 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 724, + "IoU": 0.0, + "TN": 349740, + "TP": 0, + "n_pred": 724, + "n_ref": 0 + }, + "3": { + "Dice": 0.547642231186535, + "FN": 10899, + "FP": 2109, + "IoU": 0.3770711617661144, + "TN": 329582, + "TP": 7874, + "n_pred": 9983, + "n_ref": 18773 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 3055, + "IoU": 0.0, + "TN": 347409, + "TP": 0, + "n_pred": 3055, + "n_ref": 0 + }, + "7": { + "Dice": 0.436442989634479, + "FN": 1028, + "FP": 5, + "IoU": 0.2791346824842987, + "TN": 349031, + "TP": 400, + "n_pred": 405, + "n_ref": 1428 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 350440, + "TP": 0, + "n_pred": 24, + "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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 11280, + "FP": 0, + "IoU": 0.0, + "TN": 163952, + "TP": 0, + "n_pred": 0, + "n_ref": 11280 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 175208, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "12": { + "Dice": 0.21184320266889073, + "FN": 3734, + "FP": 46, + "IoU": 0.11847014925373134, + "TN": 170944, + "TP": 508, + "n_pred": 554, + "n_ref": 4242 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 7937, + "IoU": 0.0, + "TN": 167295, + "TP": 0, + "n_pred": 7937, + "n_ref": 0 + }, + "3": { + "Dice": 0.3234930830039526, + "FN": 10844, + "FP": 110, + "IoU": 0.19295660502468134, + "TN": 161659, + "TP": 2619, + "n_pred": 2729, + "n_ref": 13463 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 773, + "IoU": 0.0, + "TN": 174459, + "TP": 0, + "n_pred": 773, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9, + "FN": 78, + "FP": 36, + "IoU": 0.8181818181818182, + "TN": 174605, + "TP": 513, + "n_pred": 549, + "n_ref": 591 + }, + "7": { + "Dice": 0.9343230658327976, + "FN": 3018, + "FP": 353, + "IoU": 0.8767413799407656, + "TN": 147883, + "TP": 23978, + "n_pred": 24331, + "n_ref": 26996 + }, + "8": { + "Dice": 0.9460335352966042, + "FN": 567, + "FP": 965, + "IoU": 0.8975935828877005, + "TN": 160272, + "TP": 13428, + "n_pred": 14393, + "n_ref": 13995 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2300, + "IoU": 0.0, + "TN": 172932, + "TP": 0, + "n_pred": 2300, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1385, + "IoU": 0.0, + "TN": 173847, + "TP": 0, + "n_pred": 1385, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 456, + "IoU": 0.0, + "TN": 174776, + "TP": 0, + "n_pred": 456, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2780, + "IoU": 0.0, + "TN": 347684, + "TP": 0, + "n_pred": 2780, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 18116, + "FP": 461, + "IoU": 0.0, + "TN": 331887, + "TP": 0, + "n_pred": 461, + "n_ref": 18116 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 350431, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "12": { + "Dice": 0.036574487065120426, + "FN": 6480, + "FP": 0, + "IoU": 0.0186278964107224, + "TN": 343861, + "TP": 123, + "n_pred": 123, + "n_ref": 6603 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 90, + "IoU": 0.0, + "TN": 350374, + "TP": 0, + "n_pred": 90, + "n_ref": 0 + }, + "14": { + "Dice": 0.5873696664941211, + "FN": 6086, + "FP": 5074, + "IoU": 0.41579856567031354, + "TN": 331361, + "TP": 7943, + "n_pred": 13017, + "n_ref": 14029 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1092, + "IoU": 0.0, + "TN": 349372, + "TP": 0, + "n_pred": 1092, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 350444, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 9119, + "FP": 0, + "IoU": 0.0, + "TN": 341345, + "TP": 0, + "n_pred": 0, + "n_ref": 9119 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 920, + "IoU": 0.0, + "TN": 349544, + "TP": 0, + "n_pred": 920, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 340, + "IoU": 0.0, + "TN": 350124, + "TP": 0, + "n_pred": 340, + "n_ref": 0 + }, + "6": { + "Dice": 0.024832855778414518, + "FN": 127, + "FP": 13146, + "IoU": 0.012572533849129593, + "TN": 337022, + "TP": 169, + "n_pred": 13315, + "n_ref": 296 + }, + "7": { + "Dice": 0.15969989281886388, + "FN": 3459, + "FP": 1245, + "IoU": 0.08677926616191031, + "TN": 345313, + "TP": 447, + "n_pred": 1692, + "n_ref": 3906 + }, + "8": { + "Dice": 0.9294297118257998, + "FN": 2872, + "FP": 505, + "IoU": 0.8681631856334179, + "TN": 324849, + "TP": 22238, + "n_pred": 22743, + "n_ref": 25110 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0349.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": 103, + "IoU": 0.0, + "TN": 175129, + "TP": 0, + "n_pred": 103, + "n_ref": 0 + }, + "11": { + "Dice": 0.7865301299724301, + "FN": 263, + "FP": 821, + "IoU": 0.6481661798117494, + "TN": 172151, + "TP": 1997, + "n_pred": 2818, + "n_ref": 2260 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 175220, + "TP": 0, + "n_pred": 12, + "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": 0.6458333333333334, + "FN": 9, + "FP": 25, + "IoU": 0.47692307692307695, + "TN": 175167, + "TP": 31, + "n_pred": 56, + "n_ref": 40 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 139, + "IoU": 0.0, + "TN": 175093, + "TP": 0, + "n_pred": 139, + "n_ref": 0 + }, + "6": { + "Dice": 0.9345014601585315, + "FN": 430, + "FP": 669, + "IoU": 0.8770555990602976, + "TN": 166293, + "TP": 7840, + "n_pred": 8509, + "n_ref": 8270 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8343008255933952, + "FN": 5112, + "FP": 26, + "IoU": 0.7157085154650584, + "TN": 157159, + "TP": 12935, + "n_pred": 12961, + "n_ref": 18047 + }, + "9": { + "Dice": 0.786571861522322, + "FN": 1018, + "FP": 813, + "IoU": 0.6482228626320845, + "TN": 170027, + "TP": 3374, + "n_pred": 4187, + "n_ref": 4392 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0388.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": NaN, + "FN": 451.3578947368422, + "FP": 354.9333333333333, + "IoU": NaN, + "TN": 201239.52982456138, + "TP": 854.3894736842104, + "n_pred": 1209.322807017544, + "n_ref": 1305.7473684210527 + }, + "mean": { + "1": { + "Dice": 0.1371628809210938, + "FN": 117.6842105263158, + "FP": 825.2105263157895, + "IoU": 0.11653375863902181, + "TN": 201611.2105263158, + "TP": 346.10526315789474, + "n_pred": 1171.3157894736842, + "n_ref": 463.7894736842105 + }, + "10": { + "Dice": 0.377736011489019, + "FN": 583.0, + "FP": 503.8421052631579, + "IoU": 0.2657793782430233, + "TN": 201239.52631578947, + "TP": 573.8421052631579, + "n_pred": 1077.6842105263158, + "n_ref": 1156.842105263158 + }, + "11": { + "Dice": 0.1630057803468208, + "FN": 45.78947368421053, + "FP": 139.68421052631578, + "IoU": 0.09737569060773481, + "TN": 202670.2105263158, + "TP": 44.526315789473685, + "n_pred": 184.21052631578948, + "n_ref": 90.3157894736842 + }, + "12": { + "Dice": 0.2617776465907143, + "FN": 117.94736842105263, + "FP": 153.6315789473684, + "IoU": 0.178943742624163, + "TN": 202483.84210526315, + "TP": 144.78947368421052, + "n_pred": 298.42105263157896, + "n_ref": 262.7368421052632 + }, + "13": { + "Dice": 0.061108984501267456, + "FN": 1568.0526315789473, + "FP": 82.84210526315789, + "IoU": 0.033638971110554375, + "TN": 201104.42105263157, + "TP": 144.89473684210526, + "n_pred": 227.73684210526315, + "n_ref": 1712.9473684210527 + }, + "14": { + "Dice": 0.0, + "FN": 0.0, + "FP": 0.8421052631578947, + "IoU": 0.0, + "TN": 202899.36842105264, + "TP": 0.0, + "n_pred": 0.8421052631578947, + "n_ref": 0.0 + }, + "15": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 202900.2105263158, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.42364116203300295, + "FN": 559.2631578947369, + "FP": 1186.578947368421, + "IoU": 0.3137583182938866, + "TN": 199754.42105263157, + "TP": 1399.9473684210527, + "n_pred": 2586.5263157894738, + "n_ref": 1959.2105263157894 + }, + "3": { + "Dice": 0.4003907964720336, + "FN": 738.4736842105264, + "FP": 414.3157894736842, + "IoU": 0.3530400651888477, + "TN": 198748.7894736842, + "TP": 2998.6315789473683, + "n_pred": 3412.9473684210525, + "n_ref": 3737.1052631578946 + }, + "4": { + "Dice": 0.2594866756723566, + "FN": 199.52631578947367, + "FP": 13.105263157894736, + "IoU": 0.1752072968490879, + "TN": 202576.36842105264, + "TP": 111.21052631578948, + "n_pred": 124.3157894736842, + "n_ref": 310.7368421052632 + }, + "5": { + "Dice": 0.1448350589934987, + "FN": 610.2105263157895, + "FP": 12.31578947368421, + "IoU": 0.08468252850908067, + "TN": 202151.05263157896, + "TP": 126.63157894736842, + "n_pred": 138.94736842105263, + "n_ref": 736.8421052631579 + }, + "6": { + "Dice": 0.442595137999673, + "FN": 1314.1052631578948, + "FP": 1269.157894736842, + "IoU": 0.3715026001035434, + "TN": 197087.7894736842, + "TP": 3229.157894736842, + "n_pred": 4498.315789473684, + "n_ref": 4543.263157894737 + }, + "7": { + "Dice": 0.1540475036354823, + "FN": 272.05263157894734, + "FP": 310.05263157894734, + "IoU": 0.12526606227828144, + "TN": 201816.31578947368, + "TP": 501.7894736842105, + "n_pred": 811.8421052631579, + "n_ref": 773.8421052631579 + }, + "8": { + "Dice": 0.7157319600795374, + "FN": 90.42105263157895, + "FP": 182.8421052631579, + "IoU": 0.6612993778168449, + "TN": 199922.68421052632, + "TP": 2704.2631578947367, + "n_pred": 2887.1052631578946, + "n_ref": 2794.684210526316 + }, + "9": { + "Dice": 0.26281677967412387, + "FN": 553.8421052631579, + "FP": 229.57894736842104, + "IoU": 0.18309497847686687, + "TN": 201626.73684210525, + "TP": 490.05263157894734, + "n_pred": 719.6315789473684, + "n_ref": 1043.8947368421052 + } + }, + "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": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 175205, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8229772855265628, + "FN": 2236, + "FP": 593, + "IoU": 0.6992025518341308, + "TN": 341059, + "TP": 6576, + "n_pred": 7169, + "n_ref": 8812 + }, + "10": { + "Dice": 0.4617147221691808, + "FN": 1682, + "FP": 1137, + "IoU": 0.30014895729890767, + "TN": 346436, + "TP": 1209, + "n_pred": 2346, + "n_ref": 2891 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5314285714285715, + "FN": 703, + "FP": 609, + "IoU": 0.36186770428015563, + "TN": 348408, + "TP": 744, + "n_pred": 1353, + "n_ref": 1447 + }, + "13": { + "Dice": 0.0, + "FN": 60, + "FP": 0, + "IoU": 0.0, + "TN": 350404, + "TP": 0, + "n_pred": 0, + "n_ref": 60 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9481557318772573, + "FN": 4223, + "FP": 1246, + "IoU": 0.9014221597361164, + "TN": 294985, + "TP": 50010, + "n_pred": 51256, + "n_ref": 54233 + }, + "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": 28, + "IoU": 0.0, + "TN": 350436, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 742, + "IoU": 0.0, + "TN": 349722, + "TP": 0, + "n_pred": 742, + "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": 27, + "FP": 0, + "IoU": 0.0, + "TN": 350437, + "TP": 0, + "n_pred": 0, + "n_ref": 27 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3439, + "IoU": 0.0, + "TN": 347025, + "TP": 0, + "n_pred": 3439, + "n_ref": 0 + }, + "10": { + "Dice": 0.5615269780336959, + "FN": 3767, + "FP": 345, + "IoU": 0.39036323202372125, + "TN": 343719, + "TP": 2633, + "n_pred": 2978, + "n_ref": 6400 + }, + "11": { + "Dice": 0.3260115606936416, + "FN": 870, + "FP": 2628, + "IoU": 0.19475138121546962, + "TN": 346120, + "TP": 846, + "n_pred": 3474, + "n_ref": 1716 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 986, + "IoU": 0.0, + "TN": 349478, + "TP": 0, + "n_pred": 986, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4961, + "FP": 71, + "IoU": 0.0, + "TN": 345432, + "TP": 0, + "n_pred": 71, + "n_ref": 4961 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.714548802946593, + "FN": 9250, + "FP": 515, + "IoU": 0.5558739255014327, + "TN": 328477, + "TP": 12222, + "n_pred": 12737, + "n_ref": 21472 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5912, + "IoU": 0.0, + "TN": 344552, + "TP": 0, + "n_pred": 5912, + "n_ref": 0 + }, + "4": { + "Dice": 0.5189733513447132, + "FN": 3791, + "FP": 126, + "IoU": 0.3504145936981758, + "TN": 344434, + "TP": 2113, + "n_pred": 2239, + "n_ref": 5904 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8986037195327875, + "FN": 6161, + "FP": 2546, + "IoU": 0.8158768423946372, + "TN": 303175, + "TP": 38582, + "n_pred": 41128, + "n_ref": 44743 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3306, + "IoU": 0.0, + "TN": 347158, + "TP": 0, + "n_pred": 3306, + "n_ref": 0 + }, + "8": { + "Dice": 0.7004504504504504, + "FN": 9, + "FP": 257, + "IoU": 0.5389948006932409, + "TN": 349887, + "TP": 311, + "n_pred": 568, + "n_ref": 320 + }, + "9": { + "Dice": 0.6642210355235663, + "FN": 3543, + "FP": 3688, + "IoU": 0.49725370228742266, + "TN": 336081, + "TP": 7152, + "n_pred": 10840, + "n_ref": 10695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 131, + "IoU": 0.0, + "TN": 175101, + "TP": 0, + "n_pred": 131, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5406540654065407, + "FN": 3062, + "FP": 0, + "IoU": 0.3704769736842105, + "TN": 170368, + "TP": 1802, + "n_pred": 1802, + "n_ref": 4864 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5491, + "IoU": 0.0, + "TN": 344973, + "TP": 0, + "n_pred": 5491, + "n_ref": 0 + }, + "10": { + "Dice": 0.5830006815305229, + "FN": 2531, + "FP": 1752, + "IoU": 0.4114332829462691, + "TN": 343187, + "TP": 2994, + "n_pred": 4746, + "n_ref": 5525 + }, + "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": 154, + "IoU": 0.0, + "TN": 350310, + "TP": 0, + "n_pred": 154, + "n_ref": 0 + }, + "13": { + "Dice": 0.18015873015873016, + "FN": 23856, + "FP": 936, + "IoU": 0.09899694723070214, + "TN": 322948, + "TP": 2724, + "n_pred": 3660, + "n_ref": 26580 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 350448, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5563746831524158, + "FN": 1376, + "FP": 21551, + "IoU": 0.3854010293802273, + "TN": 313160, + "TP": 14377, + "n_pred": 35928, + "n_ref": 15753 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 389, + "IoU": 0.0, + "TN": 350075, + "TP": 0, + "n_pred": 389, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 123, + "IoU": 0.0, + "TN": 350341, + "TP": 0, + "n_pred": 123, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7645077365466246, + "FN": 6550, + "FP": 2049, + "IoU": 0.6187879593917631, + "TN": 327907, + "TP": 13958, + "n_pred": 16007, + "n_ref": 20508 + }, + "7": { + "Dice": 0.7702375181774115, + "FN": 4787, + "FP": 901, + "IoU": 0.6263303113914072, + "TN": 335242, + "TP": 9534, + "n_pred": 10435, + "n_ref": 14321 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5688, + "IoU": 0.0, + "TN": 169544, + "TP": 0, + "n_pred": 5688, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 175184, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4306784660766962, + "FN": 193, + "FP": 0, + "IoU": 0.2744360902255639, + "TN": 174966, + "TP": 73, + "n_pred": 73, + "n_ref": 266 + }, + "13": { + "Dice": 0.1864951768488746, + "FN": 253, + "FP": 0, + "IoU": 0.10283687943262411, + "TN": 174950, + "TP": 29, + "n_pred": 29, + "n_ref": 282 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 479, + "IoU": 0.0, + "TN": 174753, + "TP": 0, + "n_pred": 479, + "n_ref": 0 + }, + "3": { + "Dice": 0.533509160269392, + "FN": 9739, + "FP": 166, + "IoU": 0.3637998586935577, + "TN": 159663, + "TP": 5664, + "n_pred": 5830, + "n_ref": 15403 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 376, + "IoU": 0.0, + "TN": 174856, + "TP": 0, + "n_pred": 376, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1659, + "IoU": 0.0, + "TN": 173573, + "TP": 0, + "n_pred": 1659, + "n_ref": 0 + }, + "8": { + "Dice": 0.9604172620748785, + "FN": 308, + "FP": 246, + "IoU": 0.9238487972508591, + "TN": 167957, + "TP": 6721, + "n_pred": 6967, + "n_ref": 7029 + }, + "9": { + "Dice": 0.0, + "FN": 40, + "FP": 1, + "IoU": 0.0, + "TN": 175191, + "TP": 0, + "n_pred": 1, + "n_ref": 40 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 337, + "IoU": 0.0, + "TN": 174895, + "TP": 0, + "n_pred": 337, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5201, + "IoU": 0.0, + "TN": 170031, + "TP": 0, + "n_pred": 5201, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 567, + "IoU": 0.0, + "TN": 174665, + "TP": 0, + "n_pred": 567, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 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": 0.2896701179869974, + "FN": 11594, + "FP": 206, + "IoU": 0.16936505701816135, + "TN": 161026, + "TP": 2406, + "n_pred": 2612, + "n_ref": 14000 + }, + "6": { + "Dice": 0.012191381689924858, + "FN": 7515, + "FP": 18251, + "IoU": 0.006133076181292189, + "TN": 149307, + "TP": 159, + "n_pred": 18410, + "n_ref": 7674 + }, + "7": { + "Dice": 0.0, + "FN": 82, + "FP": 25, + "IoU": 0.0, + "TN": 175125, + "TP": 0, + "n_pred": 25, + "n_ref": 82 + }, + "8": { + "Dice": 0.9799894681411269, + "FN": 225, + "FP": 459, + "IoU": 0.9607640681466185, + "TN": 157799, + "TP": 16749, + "n_pred": 17208, + "n_ref": 16974 + }, + "9": { + "Dice": 0.3680887372013652, + "FN": 6914, + "FP": 492, + "IoU": 0.22555683362961415, + "TN": 165669, + "TP": 2157, + "n_pred": 2649, + "n_ref": 9071 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.6601736872007142, + "FN": 3097, + "FP": 1090, + "IoU": 0.49273079718924157, + "TN": 166978, + "TP": 4067, + "n_pred": 5157, + "n_ref": 7164 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 175206, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "12": { + "Dice": 0.6085588420390182, + "FN": 1345, + "FP": 1143, + "IoU": 0.43735866123925826, + "TN": 170810, + "TP": 1934, + "n_pred": 3077, + "n_ref": 3279 + }, + "13": { + "Dice": 0.0, + "FN": 663, + "FP": 0, + "IoU": 0.0, + "TN": 174569, + "TP": 0, + "n_pred": 0, + "n_ref": 663 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9206798866855525, + "FN": 69, + "FP": 155, + "IoU": 0.8530183727034121, + "TN": 173708, + "TP": 1300, + "n_pred": 1455, + "n_ref": 1369 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8822090628218332, + "FN": 1680, + "FP": 150, + "IoU": 0.7892433490729011, + "TN": 166549, + "TP": 6853, + "n_pred": 7003, + "n_ref": 8533 + }, + "7": { + "Dice": 0.0, + "FN": 300, + "FP": 0, + "IoU": 0.0, + "TN": 174932, + "TP": 0, + "n_pred": 0, + "n_ref": 300 + }, + "8": { + "Dice": 0.9378026197312312, + "FN": 1149, + "FP": 2512, + "IoU": 0.8828892229935063, + "TN": 143971, + "TP": 27600, + "n_pred": 30112, + "n_ref": 28749 + }, + "9": { + "Dice": 0.018957345971563982, + "FN": 26, + "FP": 181, + "IoU": 0.009569377990430622, + "TN": 175023, + "TP": 2, + "n_pred": 183, + "n_ref": 28 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0378.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": NaN, + "FN": 544.1578947368421, + "FP": 467.6526315789473, + "IoU": NaN, + "TN": 191750.21052631582, + "TP": 915.4526315789474, + "n_pred": 1383.1052631578946, + "n_ref": 1459.6105263157895 + }, + "mean": { + "1": { + "Dice": 0.3786590871630471, + "FN": 4058.842105263158, + "FP": 249.05263157894737, + "IoU": 0.2686253455354278, + "TN": 186257.84210526315, + "TP": 3111.7368421052633, + "n_pred": 3360.7894736842104, + "n_ref": 7170.578947368421 + }, + "10": { + "Dice": 0.22218621760240231, + "FN": 337.5263157894737, + "FP": 79.26315789473684, + "IoU": 0.16375419426127094, + "TN": 193245.73684210525, + "TP": 14.947368421052632, + "n_pred": 94.21052631578948, + "n_ref": 352.4736842105263 + }, + "11": { + "Dice": 0.04225352112676056, + "FN": 0.0, + "FP": 7.157894736842105, + "IoU": 0.02158273381294964, + "TN": 193670.15789473685, + "TP": 0.15789473684210525, + "n_pred": 7.315789473684211, + "n_ref": 0.15789473684210525 + }, + "12": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 193677.47368421053, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.20472288221888182, + "FN": 1250.6315789473683, + "FP": 6.2105263157894735, + "IoU": 0.12871166392293154, + "TN": 192198.42105263157, + "TP": 222.21052631578948, + "n_pred": 228.42105263157896, + "n_ref": 1472.842105263158 + }, + "14": { + "Dice": 0.6578375019418984, + "FN": 293.8421052631579, + "FP": 633.5263157894736, + "IoU": 0.49013253081775565, + "TN": 191858.63157894736, + "TP": 891.4736842105264, + "n_pred": 1525.0, + "n_ref": 1185.3157894736842 + }, + "15": { + "Dice": 0.11088038240018806, + "FN": 202.26315789473685, + "FP": 868.578947368421, + "IoU": 0.06650061095967666, + "TN": 192383.2105263158, + "TP": 223.42105263157896, + "n_pred": 1092.0, + "n_ref": 425.6842105263158 + }, + "2": { + "Dice": 0.0, + "FN": 0.0, + "FP": 636.2631578947369, + "IoU": 0.0, + "TN": 193041.2105263158, + "TP": 0.0, + "n_pred": 636.2631578947369, + "n_ref": 0.0 + }, + "3": { + "Dice": 0.733481399478214, + "FN": 1637.1052631578948, + "FP": 210.52631578947367, + "IoU": 0.6209756750112957, + "TN": 186891.0, + "TP": 4938.8421052631575, + "n_pred": 5149.368421052632, + "n_ref": 6575.9473684210525 + }, + "4": { + "Dice": 0.8368611254517295, + "FN": 43.05263157894737, + "FP": 56.73684210526316, + "IoU": 0.7194851309365291, + "TN": 193321.73684210525, + "TP": 255.94736842105263, + "n_pred": 312.6842105263158, + "n_ref": 299.0 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 2.8421052631578947, + "IoU": 0.0, + "TN": 193674.63157894736, + "TP": 0.0, + "n_pred": 2.8421052631578947, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.18679413920885346, + "FN": 181.78947368421052, + "FP": 3295.5789473684213, + "IoU": 0.17522420679779938, + "TN": 187752.68421052632, + "TP": 2447.4210526315787, + "n_pred": 5743.0, + "n_ref": 2629.2105263157896 + }, + "7": { + "Dice": 0.19802947642700106, + "FN": 68.89473684210526, + "FP": 385.3157894736842, + "IoU": 0.16394768774437105, + "TN": 192455.26315789475, + "TP": 768.0, + "n_pred": 1153.3157894736842, + "n_ref": 836.8947368421053 + }, + "8": { + "Dice": 0.9297487088767955, + "FN": 24.736842105263158, + "FP": 96.94736842105263, + "IoU": 0.8688723660230336, + "TN": 192844.68421052632, + "TP": 711.1052631578947, + "n_pred": 808.0526315789474, + "n_ref": 735.8421052631579 + }, + "9": { + "Dice": 0.4063878490020645, + "FN": 63.68421052631579, + "FP": 486.7894736842105, + "IoU": 0.26016352194271175, + "TN": 192980.47368421053, + "TP": 146.52631578947367, + "n_pred": 633.3157894736842, + "n_ref": 210.21052631578948 + } + }, + "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": 0.6578375019418984, + "FN": 5583, + "FP": 12037, + "IoU": 0.49013253081775565, + "TN": 315906, + "TP": 16938, + "n_pred": 28975, + "n_ref": 22521 + }, + "15": { + "Dice": 0.3326411472005642, + "FN": 3843, + "FP": 13190, + "IoU": 0.19950183287902998, + "TN": 329186, + "TP": 4245, + "n_pred": 17435, + "n_ref": 8088 + }, + "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": 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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.6524216524216524, + "FN": 181, + "FP": 63, + "IoU": 0.48414376321353064, + "TN": 349991, + "TP": 229, + "n_pred": 292, + "n_ref": 410 + }, + "11": { + "Dice": 0.04225352112676056, + "FN": 0, + "FP": 136, + "IoU": 0.02158273381294964, + "TN": 350325, + "TP": 3, + "n_pred": 139, + "n_ref": 3 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.40944576443776365, + "FN": 12061, + "FP": 118, + "IoU": 0.2574233278458631, + "TN": 334063, + "TP": 4222, + "n_pred": 4340, + "n_ref": 16283 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.8368611254517295, + "FN": 818, + "FP": 1078, + "IoU": 0.7194851309365291, + "TN": 343705, + "TP": 4863, + "n_pred": 5941, + "n_ref": 5681 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 54, + "IoU": 0.0, + "TN": 350410, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + }, + "6": { + "Dice": 0.9339706960442673, + "FN": 3447, + "FP": 3128, + "IoU": 0.8761210339889969, + "TN": 297388, + "TP": 46501, + "n_pred": 49629, + "n_ref": 49948 + }, + "7": { + "Dice": 0.7921179057080042, + "FN": 948, + "FP": 6711, + "IoU": 0.6557907509774842, + "TN": 328213, + "TP": 14592, + "n_pred": 21303, + "n_ref": 15540 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5082938388625592, + "FN": 142, + "FP": 1518, + "IoU": 0.34074662430500396, + "TN": 347946, + "TP": 858, + "n_pred": 2376, + "n_ref": 1000 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4720189381129523, + "FN": 38805, + "FP": 226, + "IoU": 0.3089167463437091, + "TN": 118754, + "TP": 17447, + "n_pred": 17673, + "n_ref": 56252 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 5730, + "IoU": 0.0, + "TN": 169502, + "TP": 0, + "n_pred": 5730, + "n_ref": 0 + }, + "3": { + "Dice": 0.7837363946140867, + "FN": 12415, + "FP": 659, + "IoU": 0.6443803721031444, + "TN": 138468, + "TP": 23690, + "n_pred": 24349, + "n_ref": 36105 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 25216, + "IoU": 0.0, + "TN": 150016, + "TP": 0, + "n_pred": 25216, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 574, + "IoU": 0.0, + "TN": 174658, + "TP": 0, + "n_pred": 574, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.014137000385554556, + "FN": 6232, + "FP": 1439, + "IoU": 0.007118819570282164, + "TN": 167506, + "TP": 55, + "n_pred": 1494, + "n_ref": 6287 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 11701, + "FP": 0, + "IoU": 0.0, + "TN": 163531, + "TP": 0, + "n_pred": 0, + "n_ref": 11701 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 1616, + "IoU": 0.0, + "TN": 173616, + "TP": 0, + "n_pred": 1616, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 175196, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "8": { + "Dice": 0.9200853001771063, + "FN": 408, + "FP": 1803, + "IoU": 0.8519981257112257, + "TN": 160293, + "TP": 12728, + "n_pred": 14531, + "n_ref": 13136 + }, + "9": { + "Dice": 0.30448185914156983, + "FN": 1068, + "FP": 7731, + "IoU": 0.1795804195804196, + "TN": 164507, + "TP": 1926, + "n_pred": 9657, + "n_ref": 2994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 175221, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 275, + "IoU": 0.0, + "TN": 174957, + "TP": 0, + "n_pred": 275, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 633, + "IoU": 0.0, + "TN": 174599, + "TP": 0, + "n_pred": 633, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 3302, + "IoU": 0.0, + "TN": 171930, + "TP": 0, + "n_pred": 3302, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9595426694844389, + "FN": 1982, + "FP": 3340, + "IoU": 0.9222316392436508, + "TN": 106798, + "TP": 63112, + "n_pred": 66452, + "n_ref": 65094 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9394121175764847, + "FN": 62, + "FP": 39, + "IoU": 0.8857466063348416, + "TN": 174348, + "TP": 783, + "n_pred": 822, + "n_ref": 845 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 7, + "FP": 0, + "IoU": 0.0, + "TN": 175225, + "TP": 0, + "n_pred": 0, + "n_ref": 7 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6639583233761889, + "FN": 38313, + "FP": 3873, + "IoU": 0.49695929026257424, + "TN": 91370, + "TP": 41676, + "n_pred": 45549, + "n_ref": 79989 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 5987, + "IoU": 0.0, + "TN": 169245, + "TP": 0, + "n_pred": 5987, + "n_ref": 0 + }, + "3": { + "Dice": 0.45716513433611644, + "FN": 16708, + "FP": 1, + "IoU": 0.296315013687092, + "TN": 151487, + "TP": 7036, + "n_pred": 7037, + "n_ref": 23744 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 32656, + "IoU": 0.0, + "TN": 142576, + "TP": 0, + "n_pred": 32656, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 361, + "FP": 0, + "IoU": 0.0, + "TN": 174871, + "TP": 0, + "n_pred": 0, + "n_ref": 361 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852254/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 729.288, + "FP": 423.12540350877197, + "IoU": NaN, + "TN": 216703.6238947368, + "TP": 1183.9627017543858, + "n_pred": 1607.088105263158, + "n_ref": 1913.250701754386 + }, + "mean": { + "1": { + "Dice": 0.18135582193462035, + "FN": 1284.4105263157894, + "FP": 643.6747368421054, + "IoU": 0.14397719176436405, + "TN": 215887.27368421052, + "TP": 1224.641052631579, + "n_pred": 1868.3157894736844, + "n_ref": 2509.0515789473684 + }, + "10": { + "Dice": 0.25311618327421914, + "FN": 987.7326315789472, + "FP": 532.1273684210526, + "IoU": 0.18131931293852369, + "TN": 217084.35999999996, + "TP": 435.7799999999999, + "n_pred": 967.9073684210525, + "n_ref": 1423.5126315789475 + }, + "11": { + "Dice": 0.24946102394344374, + "FN": 82.29578947368421, + "FP": 51.82947368421052, + "IoU": 0.169709665478771, + "TN": 218836.82789473684, + "TP": 69.04684210526315, + "n_pred": 120.87631578947367, + "n_ref": 151.34263157894733 + }, + "12": { + "Dice": NaN, + "FN": 176.48157894736843, + "FP": 47.67, + "IoU": NaN, + "TN": 218777.2694736842, + "TP": 38.578947368421055, + "n_pred": 86.24894736842106, + "n_ref": 215.06052631578945 + }, + "13": { + "Dice": 0.08400051486777378, + "FN": 762.1563157894736, + "FP": 255.83105263157896, + "IoU": 0.051888210022403444, + "TN": 217911.50684210527, + "TP": 110.50578947368422, + "n_pred": 366.33684210526314, + "n_ref": 872.6621052631581 + }, + "14": { + "Dice": 0.332805682528922, + "FN": 766.0357894736842, + "FP": 470.5236842105263, + "IoU": 0.2451591365208629, + "TN": 216960.4584210526, + "TP": 842.982105263158, + "n_pred": 1313.5057894736842, + "n_ref": 1609.0178947368422 + }, + "15": { + "Dice": NaN, + "FN": 877.7415789473686, + "FP": 305.2015789473684, + "IoU": NaN, + "TN": 217501.55684210523, + "TP": 355.5, + "n_pred": 660.7015789473684, + "n_ref": 1233.2415789473685 + }, + "2": { + "Dice": 0.23184332102688227, + "FN": 790.9773684210526, + "FP": 538.3589473684211, + "IoU": 0.185090217468263, + "TN": 216801.00052631582, + "TP": 909.6631578947369, + "n_pred": 1448.022105263158, + "n_ref": 1700.6405263157897 + }, + "3": { + "Dice": 0.37016185487504527, + "FN": 823.4794736842107, + "FP": 570.3989473684211, + "IoU": 0.3212564253445058, + "TN": 215724.1457894737, + "TP": 1921.9757894736838, + "n_pred": 2492.3747368421054, + "n_ref": 2745.4552631578945 + }, + "4": { + "Dice": 0.3261869404208819, + "FN": 354.48526315789474, + "FP": 160.06947368421052, + "IoU": 0.2658741561789367, + "TN": 217979.09947368418, + "TP": 546.3457894736841, + "n_pred": 706.4152631578947, + "n_ref": 900.831052631579 + }, + "5": { + "Dice": 0.05477889905360169, + "FN": 328.97842105263163, + "FP": 24.15473684210526, + "IoU": 0.03433274770057723, + "TN": 218626.06684210524, + "TP": 60.8, + "n_pred": 84.95473684210526, + "n_ref": 389.7784210526316 + }, + "6": { + "Dice": 0.5045749875038641, + "FN": 1455.9278947368423, + "FP": 1671.2673684210527, + "IoU": 0.4467697831665661, + "TN": 208707.29736842104, + "TP": 7205.507368421053, + "n_pred": 8876.774736842106, + "n_ref": 8661.435263157895 + }, + "7": { + "Dice": 0.2738530762955194, + "FN": 1256.5231578947369, + "FP": 699.5468421052631, + "IoU": 0.21535428480186533, + "TN": 215709.8905263158, + "TP": 1374.0394736842104, + "n_pred": 2073.5863157894737, + "n_ref": 2630.5626315789477 + }, + "8": { + "Dice": 0.8508509164118141, + "FN": 365.2073684210526, + "FP": 137.97263157894736, + "IoU": 0.7721503399456561, + "TN": 216238.73157894737, + "TP": 2298.088421052632, + "n_pred": 2436.0610526315786, + "n_ref": 2663.2957894736846 + }, + "9": { + "Dice": 0.3105824817630352, + "FN": 626.8868421052632, + "FP": 238.25421052631583, + "IoU": 0.22478940304156617, + "TN": 217808.8731578947, + "TP": 365.9857894736842, + "n_pred": 604.24, + "n_ref": 992.8726315789472 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/loop_002/summary.json b/nnActive_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/loop_002/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..50551165bfe670fd61c0c729f1c4ba90f6b5f428 --- /dev/null +++ b/nnActive_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/loop_002/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.33848506220385155, + "FN": 74454.30533333334, + "FP": 50075.11466666667, + "IoU": 0.24603268984693125, + "TN": 96220295.19466667, + "TP": 112136.22533333335, + "n_pred": 162211.34, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.5280384313911625, + "FN": 101861.5, + "FP": 46356.36, + "IoU": 0.38840991647311734, + "TN": 96216316.34, + "TP": 92426.64, + "n_pred": 138783.0, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.40944306183763224, + "FN": 43140.8, + "FP": 38084.78, + "IoU": 0.2736482804459906, + "TN": 96344653.5, + "TP": 31081.76, + "n_pred": 69166.54, + "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": 0.13154407774598875, + "FN": 52618.52, + "FP": 8440.52, + "IoU": 0.07468926495771404, + "TN": 96390662.18, + "TP": 5239.62, + "n_pred": 13680.14, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.46409923972272654, + "FN": 101222.64, + "FP": 5700.26, + "IoU": 0.34026212179195187, + "TN": 96312902.44, + "TP": 37135.5, + "n_pred": 42835.76, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.18758962405361473, + "FN": 45930.98, + "FP": 3505.5, + "IoU": 0.12118751444675288, + "TN": 96399408.3, + "TP": 8116.06, + "n_pred": 11621.56, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.2790218245119811, + "FN": 122090.32, + "FP": 20496.2, + "IoU": 0.1815825214550869, + "TN": 96279622.94, + "TP": 34751.38, + "n_pred": 55247.58, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.4482979413917937, + "FN": 84147.24, + "FP": 87384.28, + "IoU": 0.30441880965322204, + "TN": 96206173.98, + "TP": 79255.34, + "n_pred": 166639.62, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.4208582643804813, + "FN": 13833.4, + "FP": 12498.82, + "IoU": 0.3142152533765525, + "TN": 96417884.52, + "TP": 12744.1, + "n_pred": 25242.92, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.0015498815319355541, + "FN": 17143.64, + "FP": 2.16, + "IoU": 0.0007967656616481632, + "TN": 96439806.52, + "TP": 8.52, + "n_pred": 10.68, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8114802362922456, + "FN": 170585.66, + "FP": 406405.12, + "IoU": 0.692707972288645, + "TN": 94691332.1, + "TP": 1188637.96, + "n_pred": 1595043.08, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.37452870251823145, + "FN": 234121.6, + "FP": 94135.06, + "IoU": 0.25143830340769363, + "TN": 96023901.12, + "TP": 104803.06, + "n_pred": 198938.12, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.6746122589503908, + "FN": 63528.6, + "FP": 19576.46, + "IoU": 0.5242020557449368, + "TN": 96305015.2, + "TP": 68840.58, + "n_pred": 88417.04, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.34621238872958954, + "FN": 58652.64, + "FP": 8541.2, + "IoU": 0.22293156800065708, + "TN": 96370764.14, + "TP": 19002.86, + "n_pred": 27544.06, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.3978021450967931, + "FN": 26337, + "FP": 174555, + "IoU": 0.2482852812961889, + "TN": 119326075, + "TP": 66353, + "n_pred": 240908, + "n_ref": 92690 + }, + "10": { + "Dice": 0.49783587133140644, + "FN": 40714, + "FP": 29130, + "IoU": 0.3314124347867707, + "TN": 119488855, + "TP": 34621, + "n_pred": 63751, + "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": 0.052840337960824796, + "FN": 50812, + "FP": 18916, + "IoU": 0.02713713671815049, + "TN": 119521647, + "TP": 1945, + "n_pred": 20861, + "n_ref": 52757 + }, + "14": { + "Dice": 0.22012924810202594, + "FN": 216692, + "FP": 1494, + "IoU": 0.1236770972652312, + "TN": 119344341, + "TP": 30793, + "n_pred": 32287, + "n_ref": 247485 + }, + "15": { + "Dice": 0.03338604290360116, + "FN": 31744, + "FP": 33052, + "IoU": 0.016976409011605856, + "TN": 119527405, + "TP": 1119, + "n_pred": 34171, + "n_ref": 32863 + }, + "2": { + "Dice": 0.1282727407531575, + "FN": 130850, + "FP": 4361, + "IoU": 0.06853174794535648, + "TN": 119448161, + "TP": 9948, + "n_pred": 14309, + "n_ref": 140798 + }, + "3": { + "Dice": 0.45950551800117545, + "FN": 61310, + "FP": 195273, + "IoU": 0.29828442968841873, + "TN": 119227669, + "TP": 109068, + "n_pred": 304341, + "n_ref": 170378 + }, + "4": { + "Dice": 0.6806242034256582, + "FN": 33914, + "FP": 7182, + "IoU": 0.5158683410691987, + "TN": 119508434, + "TP": 43790, + "n_pred": 50972, + "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": 0.8512718959166209, + "FN": 152393, + "FP": 207355, + "IoU": 0.7410560365769829, + "TN": 118204031, + "TP": 1029541, + "n_pred": 1236896, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 76253, + "IoU": 0.0, + "TN": 119517067, + "TP": 0, + "n_pred": 76253, + "n_ref": 0 + }, + "8": { + "Dice": 0.4938888193052772, + "FN": 191867, + "FP": 2091, + "IoU": 0.3279232141929001, + "TN": 119304725, + "TP": 94637, + "n_pred": 96728, + "n_ref": 286504 + }, + "9": { + "Dice": 0.38348977333278683, + "FN": 57822, + "FP": 2342, + "IoU": 0.23723312541203914, + "TN": 119514444, + "TP": 18712, + "n_pred": 21054, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7459798071707291, + "FN": 60667, + "FP": 26435, + "IoU": 0.5948706499595345, + "TN": 72610662, + "TP": 127896, + "n_pred": 154331, + "n_ref": 188563 + }, + "10": { + "Dice": 0.30829772272407635, + "FN": 45653, + "FP": 56647, + "IoU": 0.18224112295959968, + "TN": 72700562, + "TP": 22798, + "n_pred": 79445, + "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": 0.1416303581436552, + "FN": 46266, + "FP": 1213, + "IoU": 0.07621215658806132, + "TN": 72774264, + "TP": 3917, + "n_pred": 5130, + "n_ref": 50183 + }, + "14": { + "Dice": 0.6519657340151787, + "FN": 36856, + "FP": 5884, + "IoU": 0.48364181124051614, + "TN": 72742888, + "TP": 40032, + "n_pred": 45916, + "n_ref": 76888 + }, + "15": { + "Dice": 0.4026248387518929, + "FN": 31713, + "FP": 240, + "IoU": 0.25205402495259943, + "TN": 72782939, + "TP": 10768, + "n_pred": 11008, + "n_ref": 42481 + }, + "2": { + "Dice": 0.06294639687610934, + "FN": 131410, + "FP": 574, + "IoU": 0.03249594991826532, + "TN": 72689243, + "TP": 4433, + "n_pred": 5007, + "n_ref": 135843 + }, + "3": { + "Dice": 0.6443393819648372, + "FN": 8441, + "FP": 122605, + "IoU": 0.4752954931291842, + "TN": 72575908, + "TP": 118706, + "n_pred": 241311, + "n_ref": 127147 + }, + "4": { + "Dice": 0.2799279643613156, + "FN": 22580, + "FP": 211, + "IoU": 0.1627420006612542, + "TN": 72798439, + "TP": 4430, + "n_pred": 4641, + "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": 0.8724068753577442, + "FN": 108878, + "FP": 212562, + "IoU": 0.7736894242189771, + "TN": 71405311, + "TP": 1098909, + "n_pred": 1311471, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.43445952503084667, + "FN": 160536, + "FP": 43429, + "IoU": 0.27751408026637386, + "TN": 72543350, + "TP": 78345, + "n_pred": 121774, + "n_ref": 238881 + }, + "8": { + "Dice": 0.847737633768802, + "FN": 9753, + "FP": 7648, + "IoU": 0.7357158045016858, + "TN": 72759818, + "TP": 48441, + "n_pred": 56089, + "n_ref": 58194 + }, + "9": { + "Dice": 0.5206343725722536, + "FN": 44812, + "FP": 16275, + "IoU": 0.35193082962019945, + "TN": 72731400, + "TP": 33173, + "n_pred": 49448, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5357849134006015, + "FN": 143541, + "FP": 58335, + "IoU": 0.36591954167399554, + "TN": 71491112, + "TP": 116500, + "n_pred": 174835, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7010691035059428, + "FN": 35028, + "FP": 15022, + "IoU": 0.539727791061247, + "TN": 71700748, + "TP": 58690, + "n_pred": 73712, + "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": 0.0675596971461852, + "FN": 61465, + "FP": 5777, + "IoU": 0.03496081977094635, + "TN": 71739810, + "TP": 2436, + "n_pred": 8213, + "n_ref": 63901 + }, + "14": { + "Dice": 0.004459832842254909, + "FN": 521004, + "FP": 0, + "IoU": 0.0022349000614741146, + "TN": 71287317, + "TP": 1167, + "n_pred": 1167, + "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": 0.01644222050575948, + "FN": 145650, + "FP": 787, + "IoU": 0.008289257149822905, + "TN": 71661827, + "TP": 1224, + "n_pred": 2011, + "n_ref": 146874 + }, + "3": { + "Dice": 0.6185432955638249, + "FN": 37058, + "FP": 145408, + "IoU": 0.44774714515304037, + "TN": 71479085, + "TP": 147937, + "n_pred": 293345, + "n_ref": 184995 + }, + "4": { + "Dice": 0.6283282351376512, + "FN": 2164, + "FP": 11809, + "IoU": 0.4580747750542972, + "TN": 71783704, + "TP": 11811, + "n_pred": 23620, + "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": 0.8572456533208974, + "FN": 93801, + "FP": 290674, + "IoU": 0.7501574208070992, + "TN": 70270619, + "TP": 1154394, + "n_pred": 1445068, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7151115279492486, + "FN": 92939, + "FP": 20362, + "IoU": 0.5565553302909566, + "TN": 71553986, + "TP": 142201, + "n_pred": 162563, + "n_ref": 235140 + }, + "8": { + "Dice": 0.7066070979108986, + "FN": 25088, + "FP": 21538, + "IoU": 0.5463205316571473, + "TN": 71706715, + "TP": 56147, + "n_pred": 77685, + "n_ref": 81235 + }, + "9": { + "Dice": 0.45108729613197524, + "FN": 59281, + "FP": 10993, + "IoU": 0.29122835328646784, + "TN": 71710339, + "TP": 28875, + "n_pred": 39868, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6610186259432138, + "FN": 67198, + "FP": 83566, + "IoU": 0.49367275658248255, + "TN": 135147750, + "TP": 146996, + "n_pred": 230562, + "n_ref": 214194 + }, + "10": { + "Dice": 0.5667460273517524, + "FN": 44191, + "FP": 18409, + "IoU": 0.39542609904967935, + "TN": 135341966, + "TP": 40944, + "n_pred": 59353, + "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": 0.004767521871620957, + "FN": 40476, + "FP": 22, + "IoU": 0.002389456829658825, + "TN": 135404915, + "TP": 97, + "n_pred": 119, + "n_ref": 40573 + }, + "14": { + "Dice": 0.6511240937308574, + "FN": 71797, + "FP": 4521, + "IoU": 0.4827160828543542, + "TN": 135297974, + "TP": 71218, + "n_pred": 75739, + "n_ref": 143015 + }, + "15": { + "Dice": 0.265691496857473, + "FN": 41872, + "FP": 10236, + "IoU": 0.15319736735191355, + "TN": 135383975, + "TP": 9427, + "n_pred": 19663, + "n_ref": 51299 + }, + "2": { + "Dice": 0.2673686383813358, + "FN": 175869, + "FP": 8653, + "IoU": 0.15431363203050524, + "TN": 135227318, + "TP": 33670, + "n_pred": 42323, + "n_ref": 209539 + }, + "3": { + "Dice": 0.5005069415862754, + "FN": 77288, + "FP": 221260, + "IoU": 0.33378410041841006, + "TN": 134997385, + "TP": 149577, + "n_pred": 370837, + "n_ref": 226865 + }, + "4": { + "Dice": 0.7709945543135569, + "FN": 5906, + "FP": 12471, + "IoU": 0.6273320895522388, + "TN": 135396198, + "TP": 30935, + "n_pred": 43406, + "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": 0.882612676416988, + "FN": 249158, + "FP": 126758, + "IoU": 0.7898896450577262, + "TN": 133656374, + "TP": 1413220, + "n_pred": 1539978, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.4805194805194805, + "FN": 113907, + "FP": 70013, + "IoU": 0.3162393162393162, + "TN": 135176527, + "TP": 85063, + "n_pred": 155076, + "n_ref": 198970 + }, + "8": { + "Dice": 0.3840387622734381, + "FN": 214728, + "FP": 25540, + "IoU": 0.2376534494192005, + "TN": 135130341, + "TP": 74901, + "n_pred": 100441, + "n_ref": 289629 + }, + "9": { + "Dice": 0.2127537041238373, + "FN": 85843, + "FP": 4377, + "IoU": 0.11903994688070617, + "TN": 135343099, + "TP": 12191, + "n_pred": 16568, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.35056668703165716, + "FN": 199981, + "FP": 8365, + "IoU": 0.21253765416000514, + "TN": 105489426, + "TP": 56233, + "n_pred": 64598, + "n_ref": 256214 + }, + "10": { + "Dice": 0.18040790758516498, + "FN": 50693, + "FP": 38277, + "IoU": 0.09914744537372673, + "TN": 105655243, + "TP": 9792, + "n_pred": 48069, + "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": 0.1700253433616743, + "FN": 72583, + "FP": 8635, + "IoU": 0.09291131040798777, + "TN": 105664468, + "TP": 8319, + "n_pred": 16954, + "n_ref": 80902 + }, + "14": { + "Dice": 0.22985465402996583, + "FN": 171266, + "FP": 518, + "IoU": 0.12985072358790187, + "TN": 105556586, + "TP": 25635, + "n_pred": 26153, + "n_ref": 196901 + }, + "15": { + "Dice": 0.23269477171161598, + "FN": 24209, + "FP": 344, + "IoU": 0.13166643089545904, + "TN": 105725729, + "TP": 3723, + "n_pred": 4067, + "n_ref": 27932 + }, + "2": { + "Dice": 0.48272853828306267, + "FN": 100876, + "FP": 10596, + "IoU": 0.31815568305542985, + "TN": 105590519, + "TP": 52014, + "n_pred": 62610, + "n_ref": 152890 + }, + "3": { + "Dice": 0.5447935190673779, + "FN": 102530, + "FP": 12660, + "IoU": 0.37437540734303715, + "TN": 105569885, + "TP": 68930, + "n_pred": 81590, + "n_ref": 171460 + }, + "4": { + "Dice": 0.26323529411764707, + "FN": 32262, + "FP": 15834, + "IoU": 0.15156646909398813, + "TN": 105697317, + "TP": 8592, + "n_pred": 24426, + "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": 0.8229345195646328, + "FN": 128776, + "FP": 477050, + "IoU": 0.6991408152248675, + "TN": 103740352, + "TP": 1407827, + "n_pred": 1884877, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.44933656119088483, + "FN": 134466, + "FP": 193763, + "IoU": 0.2897705265663374, + "TN": 105291860, + "TP": 133916, + "n_pred": 327679, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8311374234524372, + "FN": 19246, + "FP": 8963, + "IoU": 0.7110651330007887, + "TN": 105656374, + "TP": 69422, + "n_pred": 78385, + "n_ref": 88668 + }, + "9": { + "Dice": 0.5145961297140216, + "FN": 43641, + "FP": 15155, + "IoU": 0.34643516151263865, + "TN": 105664043, + "TP": 31166, + "n_pred": 46321, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5870906094219238, + "FN": 137130, + "FP": 26212, + "IoU": 0.41551893797076556, + "TN": 96858415, + "TP": 116123, + "n_pred": 142335, + "n_ref": 253253 + }, + "10": { + "Dice": 0.5628307393838612, + "FN": 47589, + "FP": 53363, + "IoU": 0.3916245322019803, + "TN": 96971943, + "TP": 64985, + "n_pred": 118348, + "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": 0.34870506609246965, + "FN": 38237, + "FP": 5319, + "IoU": 0.21117067516661836, + "TN": 97082664, + "TP": 11660, + "n_pred": 16979, + "n_ref": 49897 + }, + "14": { + "Dice": 0.5087357532696036, + "FN": 173675, + "FP": 1669, + "IoU": 0.34114393501018286, + "TN": 96871746, + "TP": 90790, + "n_pred": 92459, + "n_ref": 264465 + }, + "15": { + "Dice": 0.0, + "FN": 22372, + "FP": 436, + "IoU": 0.0, + "TN": 97115072, + "TP": 0, + "n_pred": 436, + "n_ref": 22372 + }, + "2": { + "Dice": 0.6360766475547142, + "FN": 21240, + "FP": 112369, + "IoU": 0.46635805920789863, + "TN": 96887508, + "TP": 116763, + "n_pred": 229132, + "n_ref": 138003 + }, + "3": { + "Dice": 0.19834960418473244, + "FN": 140736, + "FP": 2555, + "IoU": 0.11009328149647865, + "TN": 96976862, + "TP": 17727, + "n_pred": 20282, + "n_ref": 158463 + }, + "4": { + "Dice": 0.6236238350450142, + "FN": 3875, + "FP": 24637, + "IoU": 0.4530911322962423, + "TN": 97085747, + "TP": 23621, + "n_pred": 48258, + "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": 0.8404192829284133, + "FN": 118255, + "FP": 406613, + "IoU": 0.7247613474039254, + "TN": 95230924, + "TP": 1382088, + "n_pred": 1788701, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.6135697719919448, + "FN": 125674, + "FP": 36282, + "IoU": 0.4425536601820109, + "TN": 96847348, + "TP": 128576, + "n_pred": 164858, + "n_ref": 254250 + }, + "8": { + "Dice": 0.7675355067785669, + "FN": 32943, + "FP": 24671, + "IoU": 0.622764802556195, + "TN": 96985153, + "TP": 95113, + "n_pred": 119784, + "n_ref": 128056 + }, + "9": { + "Dice": 0.2753189639743295, + "FN": 52428, + "FP": 32601, + "IoU": 0.15963471402733714, + "TN": 97036699, + "TP": 16152, + "n_pred": 48753, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.713927601927498, + "FN": 36094, + "FP": 74031, + "IoU": 0.5551224044598853, + "TN": 130519252, + "TP": 137415, + "n_pred": 211446, + "n_ref": 173509 + }, + "10": { + "Dice": 0.4035509311927192, + "FN": 45677, + "FP": 47647, + "IoU": 0.25278033548180473, + "TN": 130641897, + "TP": 31571, + "n_pred": 79218, + "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": 0.045191290304616584, + "FN": 59744, + "FP": 8838, + "IoU": 0.02311801153763977, + "TN": 130696587, + "TP": 1623, + "n_pred": 10461, + "n_ref": 61367 + }, + "14": { + "Dice": 0.7390020110608346, + "FN": 65355, + "FP": 1093, + "IoU": 0.5860453526040369, + "TN": 130606272, + "TP": 94072, + "n_pred": 95165, + "n_ref": 159427 + }, + "15": { + "Dice": 0.12828840532640468, + "FN": 26815, + "FP": 25, + "IoU": 0.0685406906125282, + "TN": 130737977, + "TP": 1975, + "n_pred": 2000, + "n_ref": 28790 + }, + "2": { + "Dice": 0.26935822299399464, + "FN": 138410, + "FP": 13063, + "IoU": 0.15564065687815645, + "TN": 130587398, + "TP": 27921, + "n_pred": 40984, + "n_ref": 166331 + }, + "3": { + "Dice": 0.4694303739279288, + "FN": 58827, + "FP": 183551, + "IoU": 0.30670305089787814, + "TN": 130417190, + "TP": 107224, + "n_pred": 290775, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6357615894039735, + "FN": 14528, + "FP": 3127, + "IoU": 0.46601941747572817, + "TN": 130733729, + "TP": 15408, + "n_pred": 18535, + "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": 0.8715370361023586, + "FN": 128381, + "FP": 227947, + "IoU": 0.7723222329708751, + "TN": 129201738, + "TP": 1208726, + "n_pred": 1436673, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.5434862532967254, + "FN": 249683, + "FP": 79368, + "IoU": 0.3731418632518036, + "TN": 130241871, + "TP": 195870, + "n_pred": 275238, + "n_ref": 445553 + }, + "8": { + "Dice": 0.6231040125830534, + "FN": 122464, + "FP": 7890, + "IoU": 0.45254254371965663, + "TN": 130528684, + "TP": 107754, + "n_pred": 115644, + "n_ref": 230218 + }, + "9": { + "Dice": 0.10573360670479479, + "FN": 96150, + "FP": 3296, + "IoU": 0.05581770709708046, + "TN": 130661467, + "TP": 5879, + "n_pred": 9175, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3817129840798578, + "FN": 131803, + "FP": 91858, + "IoU": 0.2358747121645906, + "TN": 71943306, + "TP": 69041, + "n_pred": 160899, + "n_ref": 200844 + }, + "10": { + "Dice": 0.2128014258754456, + "FN": 42366, + "FP": 107800, + "IoU": 0.11906982746989082, + "TN": 72065545, + "TP": 20297, + "n_pred": 128097, + "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": 0.12017699545355084, + "FN": 65495, + "FP": 6881, + "IoU": 0.06392995253430593, + "TN": 72158689, + "TP": 4943, + "n_pred": 11824, + "n_ref": 70438 + }, + "14": { + "Dice": 0.4008145663632008, + "FN": 53769, + "FP": 6255, + "IoU": 0.2506367041198502, + "TN": 72155908, + "TP": 20076, + "n_pred": 26331, + "n_ref": 73845 + }, + "15": { + "Dice": 0.010846202175853973, + "FN": 28152, + "FP": 1761, + "IoU": 0.005452671476543538, + "TN": 72205931, + "TP": 164, + "n_pred": 1925, + "n_ref": 28316 + }, + "2": { + "Dice": 0.44748959198248783, + "FN": 88761, + "FP": 6394, + "IoU": 0.28823613012289717, + "TN": 72102319, + "TP": 38534, + "n_pred": 44928, + "n_ref": 127295 + }, + "3": { + "Dice": 0.4508719970994537, + "FN": 112908, + "FP": 21887, + "IoU": 0.2910488973508018, + "TN": 72045875, + "TP": 55338, + "n_pred": 77225, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 70447, + "IoU": 0.0, + "TN": 72165561, + "TP": 0, + "n_pred": 70447, + "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": 0.6048613805062591, + "FN": 234807, + "FP": 1433635, + "IoU": 0.43354930617987447, + "TN": 69290576, + "TP": 1276990, + "n_pred": 2710625, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.07866448146586127, + "FN": 310630, + "FP": 360035, + "IoU": 0.0409426051343065, + "TN": 71536712, + "TP": 28631, + "n_pred": 388666, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8358604126276802, + "FN": 9806, + "FP": 12884, + "IoU": 0.7180070342890521, + "TN": 72155545, + "TP": 57773, + "n_pred": 70657, + "n_ref": 67579 + }, + "9": { + "Dice": 0.0013701249044098904, + "FN": 49577, + "FP": 13105, + "IoU": 0.0006855320844958151, + "TN": 72173283, + "TP": 43, + "n_pred": 13148, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.04602527517325724, + "FN": 84476, + "FP": 102732, + "IoU": 0.023554693204815257, + "TN": 52361396, + "TP": 4516, + "n_pred": 107248, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0242628745882542, + "FN": 46580, + "FP": 2000, + "IoU": 0.012280416395575797, + "TN": 52503936, + "TP": 604, + "n_pred": 2604, + "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": 0.00032231493750671487, + "FN": 55828, + "FP": 0, + "IoU": 0.0001611834446693053, + "TN": 52497283, + "TP": 9, + "n_pred": 9, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 7, + "IoU": 0.0, + "TN": 52527844, + "TP": 0, + "n_pred": 7, + "n_ref": 25269 + }, + "2": { + "Dice": 0.0004883498953007422, + "FN": 135043, + "FP": 40, + "IoU": 0.0002442345836170402, + "TN": 52418004, + "TP": 33, + "n_pred": 73, + "n_ref": 135076 + }, + "3": { + "Dice": 0.47045029861136556, + "FN": 85313, + "FP": 44764, + "IoU": 0.3075743783835577, + "TN": 52365263, + "TP": 57780, + "n_pred": 102544, + "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": 0.7439405234971855, + "FN": 228970, + "FP": 145412, + "IoU": 0.5922812871636486, + "TN": 51634884, + "TP": 543854, + "n_pred": 689266, + "n_ref": 772824 + }, + "7": { + "Dice": 0.054332175203573654, + "FN": 187536, + "FP": 4897, + "IoU": 0.027924692237359883, + "TN": 52355159, + "TP": 5528, + "n_pred": 10425, + "n_ref": 193064 + }, + "8": { + "Dice": 0.5894062585708093, + "FN": 26222, + "FP": 20187, + "IoU": 0.4178426723867585, + "TN": 52473401, + "TP": 33310, + "n_pred": 53497, + "n_ref": 59532 + }, + "9": { + "Dice": 0.25724104074619536, + "FN": 64990, + "FP": 10660, + "IoU": 0.1476056338028169, + "TN": 52464370, + "TP": 13100, + "n_pred": 23760, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7081700493726417, + "FN": 68822, + "FP": 115712, + "IoU": 0.5481913846545586, + "TN": 143728816, + "TP": 223900, + "n_pred": 339612, + "n_ref": 292722 + }, + "10": { + "Dice": 0.32496647741861856, + "FN": 69803, + "FP": 48500, + "IoU": 0.19400595453028022, + "TN": 143990471, + "TP": 28476, + "n_pred": 76976, + "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": 0.290292122427042, + "FN": 84317, + "FP": 13397, + "IoU": 0.16979048072184744, + "TN": 144019552, + "TP": 19984, + "n_pred": 33381, + "n_ref": 104301 + }, + "14": { + "Dice": 0.15332190780984303, + "FN": 375694, + "FP": 4213, + "IoU": 0.08302579017873306, + "TN": 143722945, + "TP": 34398, + "n_pred": 38611, + "n_ref": 410092 + }, + "15": { + "Dice": 0.0007056540531004675, + "FN": 22658, + "FP": 0, + "IoU": 0.000352951557398747, + "TN": 144114584, + "TP": 8, + "n_pred": 8, + "n_ref": 22666 + }, + "2": { + "Dice": 0.228491818627921, + "FN": 117782, + "FP": 19001, + "IoU": 0.1289815203963372, + "TN": 143980212, + "TP": 20255, + "n_pred": 39256, + "n_ref": 138037 + }, + "3": { + "Dice": 0.6802919107634097, + "FN": 25326, + "FP": 114600, + "IoU": 0.5154866567173482, + "TN": 143848453, + "TP": 148871, + "n_pred": 263471, + "n_ref": 174197 + }, + "4": { + "Dice": 0.8268352089889238, + "FN": 4663, + "FP": 14817, + "IoU": 0.7047903374907178, + "TN": 144071263, + "TP": 46507, + "n_pred": 61324, + "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": 0.7535677399618981, + "FN": 114573, + "FP": 699065, + "IoU": 0.6045797787188711, + "TN": 142079596, + "TP": 1244016, + "n_pred": 1943081, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.5532405088650706, + "FN": 144124, + "FP": 25356, + "IoU": 0.3823997784393824, + "TN": 143862833, + "TP": 104937, + "n_pred": 130293, + "n_ref": 249061 + }, + "8": { + "Dice": 0.5916009202334378, + "FN": 115327, + "FP": 41778, + "IoU": 0.42005204968714815, + "TN": 143866355, + "TP": 113790, + "n_pred": 155568, + "n_ref": 229117 + }, + "9": { + "Dice": 0.16666192602705956, + "FN": 85671, + "FP": 2222, + "IoU": 0.0909062700399247, + "TN": 144040568, + "TP": 8789, + "n_pred": 11011, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6337047322032663, + "FN": 74923, + "FP": 85870, + "IoU": 0.4638124328902702, + "TN": 111479038, + "TP": 139089, + "n_pred": 224959, + "n_ref": 214012 + }, + "10": { + "Dice": 0.2961376375192979, + "FN": 35356, + "FP": 15251, + "IoU": 0.1738037320621031, + "TN": 111717667, + "TP": 10646, + "n_pred": 25897, + "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": 0.27795675658348157, + "FN": 44272, + "FP": 777, + "IoU": 0.16141102010424424, + "TN": 111725200, + "TP": 8671, + "n_pred": 9448, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6881150778331443, + "FN": 34046, + "FP": 18467, + "IoU": 0.5245239625870358, + "TN": 111668477, + "TP": 57930, + "n_pred": 76397, + "n_ref": 91976 + }, + "15": { + "Dice": 0.1, + "FN": 10131, + "FP": 687, + "IoU": 0.05263157894736842, + "TN": 111767501, + "TP": 601, + "n_pred": 1288, + "n_ref": 10732 + }, + "2": { + "Dice": 0.1369795579967355, + "FN": 190448, + "FP": 9412, + "IoU": 0.07352552602667334, + "TN": 111563199, + "TP": 15861, + "n_pred": 25273, + "n_ref": 206309 + }, + "3": { + "Dice": 0.032631598857553575, + "FN": 59126, + "FP": 196593, + "IoU": 0.016586420132906718, + "TN": 111518888, + "TP": 4313, + "n_pred": 200906, + "n_ref": 63439 + }, + "4": { + "Dice": 0.7150760334714075, + "FN": 5818, + "FP": 4431, + "IoU": 0.5565123323236694, + "TN": 111755810, + "TP": 12861, + "n_pred": 17292, + "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": 0.840997733524592, + "FN": 262399, + "FP": 105278, + "IoU": 0.7256221647280415, + "TN": 110438881, + "TP": 972362, + "n_pred": 1077640, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.16440207490046174, + "FN": 213576, + "FP": 38686, + "IoU": 0.08956322768317947, + "TN": 111501842, + "TP": 24816, + "n_pred": 63502, + "n_ref": 238392 + }, + "8": { + "Dice": 0.3955309561074061, + "FN": 206106, + "FP": 11333, + "IoU": 0.24651828442125034, + "TN": 111490341, + "TP": 71140, + "n_pred": 82473, + "n_ref": 277246 + }, + "9": { + "Dice": 0.21974194396372318, + "FN": 70308, + "FP": 928, + "IoU": 0.12343263563315983, + "TN": 111697653, + "TP": 10031, + "n_pred": 10959, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5011051479541373, + "FN": 95236, + "FP": 44481, + "IoU": 0.3343164113681302, + "TN": 198877990, + "TP": 70168, + "n_pred": 114649, + "n_ref": 165404 + }, + "10": { + "Dice": 0.44968008017267963, + "FN": 39794, + "FP": 17316, + "IoU": 0.2900563131658441, + "TN": 199007432, + "TP": 23333, + "n_pred": 40649, + "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": 0.3095978423322053, + "FN": 37937, + "FP": 2252, + "IoU": 0.18315040650406503, + "TN": 199038675, + "TP": 9011, + "n_pred": 11263, + "n_ref": 46948 + }, + "15": { + "Dice": 0.24611201671628263, + "FN": 119014, + "FP": 769, + "IoU": 0.14032368033875192, + "TN": 198948540, + "TP": 19552, + "n_pred": 20321, + "n_ref": 138566 + }, + "2": { + "Dice": 0.17558289478269962, + "FN": 116983, + "FP": 1292, + "IoU": 0.09624054405134867, + "TN": 198957005, + "TP": 12595, + "n_pred": 13887, + "n_ref": 129578 + }, + "3": { + "Dice": 0.6543492528656685, + "FN": 10218, + "FP": 125658, + "IoU": 0.4862697503487858, + "TN": 198823386, + "TP": 128613, + "n_pred": 254271, + "n_ref": 138831 + }, + "4": { + "Dice": 0.07122190073447585, + "FN": 16480, + "FP": 212, + "IoU": 0.036925917378259863, + "TN": 199070543, + "TP": 640, + "n_pred": 852, + "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": 0.7752509761394593, + "FN": 88396, + "FP": 530036, + "IoU": 0.6329876252489549, + "TN": 197402831, + "TP": 1066612, + "n_pred": 1596648, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.4269496739070576, + "FN": 101906, + "FP": 43776, + "IoU": 0.27141513963351205, + "TN": 198887923, + "TP": 54270, + "n_pred": 98046, + "n_ref": 156176 + }, + "8": { + "Dice": 0.6952438654953045, + "FN": 51800, + "FP": 6548, + "IoU": 0.5328534943115858, + "TN": 198962972, + "TP": 66555, + "n_pred": 73103, + "n_ref": 118355 + }, + "9": { + "Dice": 0.6679843137254902, + "FN": 50169, + "FP": 2746, + "IoU": 0.5014838193037826, + "TN": 198981730, + "TP": 53230, + "n_pred": 55976, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.737760981351837, + "FN": 65293, + "FP": 19363, + "IoU": 0.584485957455163, + "TN": 130871454, + "TP": 119082, + "n_pred": 138445, + "n_ref": 184375 + }, + "10": { + "Dice": 0.4932776027039025, + "FN": 26605, + "FP": 88686, + "IoU": 0.32738452921992683, + "TN": 130903785, + "TP": 56116, + "n_pred": 144802, + "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": 0.1224850192467955, + "FN": 83985, + "FP": 4465, + "IoU": 0.06523783858047198, + "TN": 130980569, + "TP": 6173, + "n_pred": 10638, + "n_ref": 90158 + }, + "14": { + "Dice": 0.3024590399127715, + "FN": 46072, + "FP": 2548, + "IoU": 0.17817481110866956, + "TN": 131016031, + "TP": 10541, + "n_pred": 13089, + "n_ref": 56613 + }, + "15": { + "Dice": 0.014449638759031025, + "FN": 27358, + "FP": 2789, + "IoU": 0.007277397260273972, + "TN": 131044824, + "TP": 221, + "n_pred": 3010, + "n_ref": 27579 + }, + "2": { + "Dice": 0.4467425210714956, + "FN": 110274, + "FP": 13524, + "IoU": 0.2876165266428818, + "TN": 130901412, + "TP": 49982, + "n_pred": 63506, + "n_ref": 160256 + }, + "3": { + "Dice": 0.5181032183856343, + "FN": 109442, + "FP": 40545, + "IoU": 0.349621663811981, + "TN": 130844577, + "TP": 80628, + "n_pred": 121173, + "n_ref": 190070 + }, + "4": { + "Dice": 0.623185792842333, + "FN": 17776, + "FP": 49104, + "IoU": 0.45262882210436717, + "TN": 130953008, + "TP": 55304, + "n_pred": 104408, + "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": 0.7206702485474109, + "FN": 69563, + "FP": 1014468, + "IoU": 0.5633186031428882, + "TN": 128592762, + "TP": 1398399, + "n_pred": 2412867, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.3010286257884161, + "FN": 565789, + "FP": 415845, + "IoU": 0.1771828709757455, + "TN": 129882176, + "TP": 211382, + "n_pred": 627227, + "n_ref": 777171 + }, + "8": { + "Dice": 0.7231904162570854, + "FN": 49467, + "FP": 10795, + "IoU": 0.5664042825689658, + "TN": 130936210, + "TP": 78720, + "n_pred": 89515, + "n_ref": 128187 + }, + "9": { + "Dice": 0.27063269293712744, + "FN": 51900, + "FP": 21637, + "IoU": 0.1564923147510897, + "TN": 130988012, + "TP": 13643, + "n_pred": 35280, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6941078650181354, + "FN": 80719, + "FP": 38110, + "IoU": 0.5315200592947708, + "TN": 101363552, + "TP": 134819, + "n_pred": 172929, + "n_ref": 215538 + }, + "10": { + "Dice": 0.21214342629482072, + "FN": 35839, + "FP": 38318, + "IoU": 0.11865796698399116, + "TN": 101533059, + "TP": 9984, + "n_pred": 48302, + "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": 0.2574599325179249, + "FN": 50317, + "FP": 6021, + "IoU": 0.14774979199757962, + "TN": 101551095, + "TP": 9767, + "n_pred": 15788, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8260928529451652, + "FN": 16085, + "FP": 3150, + "IoU": 0.7037122612446087, + "TN": 101552280, + "TP": 45685, + "n_pred": 48835, + "n_ref": 61770 + }, + "15": { + "Dice": 0.46206743566992015, + "FN": 22851, + "FP": 1399, + "IoU": 0.30044713688158087, + "TN": 101582535, + "TP": 10415, + "n_pred": 11814, + "n_ref": 33266 + }, + "2": { + "Dice": 0.07369313614289333, + "FN": 165651, + "FP": 2583, + "IoU": 0.03825617689765958, + "TN": 101442274, + "TP": 6692, + "n_pred": 9275, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6427751971233627, + "FN": 18617, + "FP": 152952, + "IoU": 0.47359523327381065, + "TN": 101291274, + "TP": 154357, + "n_pred": 307309, + "n_ref": 172974 + }, + "4": { + "Dice": 0.048061612452474575, + "FN": 14734, + "FP": 43854, + "IoU": 0.02462250486956232, + "TN": 101557133, + "TP": 1479, + "n_pred": 45333, + "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": 0.7824094027747038, + "FN": 190352, + "FP": 556828, + "IoU": 0.642588243172784, + "TN": 99526670, + "TP": 1343350, + "n_pred": 1900178, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8038550325463426, + "FN": 103290, + "FP": 55090, + "IoU": 0.6720381345227594, + "TN": 101134278, + "TP": 324542, + "n_pred": 379632, + "n_ref": 427832 + }, + "8": { + "Dice": 0.4250029202196005, + "FN": 159175, + "FP": 37727, + "IoU": 0.2698436242680896, + "TN": 101347529, + "TP": 72769, + "n_pred": 110496, + "n_ref": 231944 + }, + "9": { + "Dice": 0.29600570613409416, + "FN": 64813, + "FP": 12173, + "IoU": 0.17371285056509, + "TN": 101524029, + "TP": 16185, + "n_pred": 28358, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4854373769838304, + "FN": 143395, + "FP": 1176, + "IoU": 0.3205132423095904, + "TN": 118969447, + "TP": 68194, + "n_pred": 69370, + "n_ref": 211589 + }, + "10": { + "Dice": 0.49072662543119927, + "FN": 27473, + "FP": 83104, + "IoU": 0.32514098088518906, + "TN": 119018360, + "TP": 53275, + "n_pred": 136379, + "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": 0.1808130830358171, + "FN": 26795, + "FP": 30109, + "IoU": 0.09939225120283617, + "TN": 119119028, + "TP": 6280, + "n_pred": 36389, + "n_ref": 33075 + }, + "14": { + "Dice": 0.04051101754995153, + "FN": 64467, + "FP": 1850, + "IoU": 0.020674276769496583, + "TN": 119114495, + "TP": 1400, + "n_pred": 3250, + "n_ref": 65867 + }, + "15": { + "Dice": 0.0, + "FN": 20720, + "FP": 0, + "IoU": 0.0, + "TN": 119161492, + "TP": 0, + "n_pred": 0, + "n_ref": 20720 + }, + "2": { + "Dice": 0.529269213606563, + "FN": 116390, + "FP": 20748, + "IoU": 0.3598681815211404, + "TN": 118967978, + "TP": 77096, + "n_pred": 97844, + "n_ref": 193486 + }, + "3": { + "Dice": 0.6354603693815413, + "FN": 98700, + "FP": 14082, + "IoU": 0.46569579594659893, + "TN": 118971130, + "TP": 98300, + "n_pred": 112382, + "n_ref": 197000 + }, + "4": { + "Dice": 0.22044650054323064, + "FN": 37047, + "FP": 7439, + "IoU": 0.1238774224042855, + "TN": 119131436, + "TP": 6290, + "n_pred": 13729, + "n_ref": 43337 + }, + "5": { + "Dice": 0.01144524236983842, + "FN": 17620, + "FP": 0, + "IoU": 0.005755558063423993, + "TN": 119164490, + "TP": 102, + "n_pred": 102, + "n_ref": 17722 + }, + "6": { + "Dice": 0.8596371392344107, + "FN": 75169, + "FP": 468147, + "IoU": 0.7538277234469809, + "TN": 116975156, + "TP": 1663740, + "n_pred": 2131887, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.2766290237300441, + "FN": 209992, + "FP": 248325, + "IoU": 0.16051623680513452, + "TN": 118636261, + "TP": 87634, + "n_pred": 335959, + "n_ref": 297626 + }, + "8": { + "Dice": 0.7083957568473793, + "FN": 17621, + "FP": 35516, + "IoU": 0.5484619306594154, + "TN": 119064532, + "TP": 64543, + "n_pred": 100059, + "n_ref": 82164 + }, + "9": { + "Dice": 0.24982115889039028, + "FN": 72949, + "FP": 2555, + "IoU": 0.14274036059766565, + "TN": 119094136, + "TP": 12572, + "n_pred": 15127, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 91925, + "IoU": 0.0, + "TN": 61240555, + "TP": 0, + "n_pred": 91925, + "n_ref": 0 + }, + "10": { + "Dice": 0.39973646214446923, + "FN": 20170, + "FP": 22651, + "IoU": 0.24979414495698943, + "TN": 61275401, + "TP": 14258, + "n_pred": 36909, + "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": 0.14781008017282035, + "FN": 47838, + "FP": 8179, + "IoU": 0.0798028747433265, + "TN": 61271605, + "TP": 4858, + "n_pred": 13037, + "n_ref": 52696 + }, + "14": { + "Dice": 0.16546394719999458, + "FN": 246145, + "FP": 296, + "IoU": 0.09019389231814288, + "TN": 61061608, + "TP": 24431, + "n_pred": 24727, + "n_ref": 270576 + }, + "15": { + "Dice": 0.0, + "FN": 98228, + "FP": 94, + "IoU": 0.0, + "TN": 61234158, + "TP": 0, + "n_pred": 94, + "n_ref": 98228 + }, + "2": { + "Dice": 0.20027676706151387, + "FN": 142200, + "FP": 7477, + "IoU": 0.11128198124914647, + "TN": 61164061, + "TP": 18742, + "n_pred": 26219, + "n_ref": 160942 + }, + "3": { + "Dice": 0.4136374130986891, + "FN": 88335, + "FP": 25950, + "IoU": 0.2607458197225007, + "TN": 61177885, + "TP": 40310, + "n_pred": 66260, + "n_ref": 128645 + }, + "4": { + "Dice": 0.5042267035021257, + "FN": 26949, + "FP": 3020, + "IoU": 0.3371010197084651, + "TN": 61287271, + "TP": 15240, + "n_pred": 18260, + "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": 0.7812139384542423, + "FN": 120553, + "FP": 487476, + "IoU": 0.6409770862192558, + "TN": 59638914, + "TP": 1085537, + "n_pred": 1573013, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.18047360553850994, + "FN": 175552, + "FP": 84873, + "IoU": 0.09918713248011068, + "TN": 61043380, + "TP": 28675, + "n_pred": 113548, + "n_ref": 204227 + }, + "8": { + "Dice": 0.6326425459874333, + "FN": 34941, + "FP": 19958, + "IoU": 0.4626753188282389, + "TN": 61230309, + "TP": 47272, + "n_pred": 67230, + "n_ref": 82213 + }, + "9": { + "Dice": 0.5308623524136901, + "FN": 34958, + "FP": 15266, + "IoU": 0.3613428280773143, + "TN": 61253840, + "TP": 28416, + "n_pred": 43682, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6409577430992964, + "FN": 64965, + "FP": 60726, + "IoU": 0.4716245869800994, + "TN": 148869618, + "TP": 112191, + "n_pred": 172917, + "n_ref": 177156 + }, + "10": { + "Dice": 0.40958899707574153, + "FN": 47310, + "FP": 26182, + "IoU": 0.25753657156712195, + "TN": 149008516, + "TP": 25492, + "n_pred": 51674, + "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": 0.009742020650627807, + "FN": 83891, + "FP": 12878, + "IoU": 0.004894853205820351, + "TN": 149010255, + "TP": 476, + "n_pred": 13354, + "n_ref": 84367 + }, + "14": { + "Dice": 0.5350831305297155, + "FN": 57777, + "FP": 3546, + "IoU": 0.36526518444913675, + "TN": 149010888, + "TP": 35289, + "n_pred": 38835, + "n_ref": 93066 + }, + "15": { + "Dice": 0.39677937464800483, + "FN": 28532, + "FP": 387, + "IoU": 0.24748894093156387, + "TN": 149069070, + "TP": 9511, + "n_pred": 9898, + "n_ref": 38043 + }, + "2": { + "Dice": 0.0018183713415410986, + "FN": 156847, + "FP": 15521, + "IoU": 0.0009100130415881756, + "TN": 148934975, + "TP": 157, + "n_pred": 15678, + "n_ref": 157004 + }, + "3": { + "Dice": 0.058962549805745945, + "FN": 50593, + "FP": 252422, + "IoU": 0.030376822353347755, + "TN": 148794992, + "TP": 9493, + "n_pred": 261915, + "n_ref": 60086 + }, + "4": { + "Dice": 0.8395288998598415, + "FN": 5767, + "FP": 1904, + "IoU": 0.7234380069942676, + "TN": 149079763, + "TP": 20066, + "n_pred": 21970, + "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": 0.8415899300100532, + "FN": 225387, + "FP": 106145, + "IoU": 0.7265043284865064, + "TN": 147895298, + "TP": 880670, + "n_pred": 986815, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.10057085883503615, + "FN": 256573, + "FP": 75400, + "IoU": 0.052947939281037734, + "TN": 148756967, + "TP": 18560, + "n_pred": 93960, + "n_ref": 275133 + }, + "8": { + "Dice": 0.5529646405338403, + "FN": 140069, + "FP": 3829, + "IoU": 0.38213623248145095, + "TN": 148874604, + "TP": 88998, + "n_pred": 92827, + "n_ref": 229067 + }, + "9": { + "Dice": 0.3250147276033707, + "FN": 68453, + "FP": 10606, + "IoU": 0.1940403494642839, + "TN": 149009407, + "TP": 19034, + "n_pred": 29640, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0209480665600758, + "FN": 509444, + "FP": 19620, + "IoU": 0.010584899873579641, + "TN": 100178076, + "TP": 5660, + "n_pred": 25280, + "n_ref": 515104 + }, + "10": { + "Dice": 0.046052631578947366, + "FN": 36056, + "FP": 63994, + "IoU": 0.02356902356902357, + "TN": 100610335, + "TP": 2415, + "n_pred": 66409, + "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": 2425, + "IoU": 0.0, + "TN": 100671220, + "TP": 0, + "n_pred": 2425, + "n_ref": 39155 + }, + "14": { + "Dice": 0.09038211432464235, + "FN": 146598, + "FP": 278, + "IoU": 0.047329947526479996, + "TN": 100558627, + "TP": 7297, + "n_pred": 7575, + "n_ref": 153895 + }, + "15": { + "Dice": 0.0, + "FN": 95266, + "FP": 0, + "IoU": 0.0, + "TN": 100617534, + "TP": 0, + "n_pred": 0, + "n_ref": 95266 + }, + "2": { + "Dice": 0.011280232500862027, + "FN": 231782, + "FP": 9082, + "IoU": 0.005672107596661135, + "TN": 100470562, + "TP": 1374, + "n_pred": 10456, + "n_ref": 233156 + }, + "3": { + "Dice": 0.3187531204549895, + "FN": 172551, + "FP": 47130, + "IoU": 0.18959328599096192, + "TN": 100441725, + "TP": 51394, + "n_pred": 98524, + "n_ref": 223945 + }, + "4": { + "Dice": 0.12341558899977538, + "FN": 53806, + "FP": 828, + "IoU": 0.06576607387140902, + "TN": 100654320, + "TP": 3846, + "n_pred": 4674, + "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": 0.42777813331290826, + "FN": 1229164, + "FP": 1041972, + "IoU": 0.27208509331720543, + "TN": 97592743, + "TP": 848921, + "n_pred": 1890893, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.267017062434815, + "FN": 117126, + "FP": 185777, + "IoU": 0.15407945262863926, + "TN": 100354725, + "TP": 55172, + "n_pred": 240949, + "n_ref": 172298 + }, + "8": { + "Dice": 0.715455601051152, + "FN": 24051, + "FP": 41133, + "IoU": 0.5569722631904468, + "TN": 100565667, + "TP": 81949, + "n_pred": 123082, + "n_ref": 106000 + }, + "9": { + "Dice": 0.5247758216095498, + "FN": 55564, + "FP": 28276, + "IoU": 0.35572615287671655, + "TN": 100582669, + "TP": 46291, + "n_pred": 74567, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.39412599462774317, + "FN": 46728, + "FP": 48908, + "IoU": 0.2454277193037825, + "TN": 78823958, + "TP": 31106, + "n_pred": 80014, + "n_ref": 77834 + }, + "10": { + "Dice": 0.1987737693264617, + "FN": 34470, + "FP": 1598, + "IoU": 0.11035469389768635, + "TN": 78910158, + "TP": 4474, + "n_pred": 6072, + "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": 0.23845053783498105, + "FN": 23434, + "FP": 1062, + "IoU": 0.13536408880731354, + "TN": 78922369, + "TP": 3835, + "n_pred": 4897, + "n_ref": 27269 + }, + "15": { + "Dice": 0.7303744337779994, + "FN": 23969, + "FP": 1983, + "IoU": 0.5752675853490884, + "TN": 78889598, + "TP": 35150, + "n_pred": 37133, + "n_ref": 59119 + }, + "2": { + "Dice": 0.03322964318389753, + "FN": 98305, + "FP": 7363, + "IoU": 0.016895537940530683, + "TN": 78843216, + "TP": 1816, + "n_pred": 9179, + "n_ref": 100121 + }, + "3": { + "Dice": 0.37716590379543224, + "FN": 52788, + "FP": 52532, + "IoU": 0.23241186802614988, + "TN": 78813491, + "TP": 31889, + "n_pred": 84421, + "n_ref": 84677 + }, + "4": { + "Dice": 0.4897077621545378, + "FN": 11573, + "FP": 4, + "IoU": 0.32424702311463927, + "TN": 78933568, + "TP": 5555, + "n_pred": 5559, + "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": 0.7139131216836047, + "FN": 238746, + "FP": 136612, + "IoU": 0.5551048951048951, + "TN": 78107000, + "TP": 468342, + "n_pred": 604954, + "n_ref": 707088 + }, + "7": { + "Dice": 0.010241581941983024, + "FN": 717270, + "FP": 25514, + "IoU": 0.005147148442260995, + "TN": 78204073, + "TP": 3843, + "n_pred": 29357, + "n_ref": 721113 + }, + "8": { + "Dice": 0.35761957316997556, + "FN": 259011, + "FP": 0, + "IoU": 0.21774466337267598, + "TN": 78619592, + "TP": 72097, + "n_pred": 72097, + "n_ref": 331108 + }, + "9": { + "Dice": 0.2088888888888889, + "FN": 50374, + "FP": 178, + "IoU": 0.11662531017369727, + "TN": 78893474, + "TP": 6674, + "n_pred": 6852, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8190654179635394, + "FN": 30308, + "FP": 21778, + "IoU": 0.6935739120714912, + "TN": 104834461, + "TP": 117893, + "n_pred": 139671, + "n_ref": 148201 + }, + "10": { + "Dice": 0.4512107840651011, + "FN": 47201, + "FP": 50180, + "IoU": 0.2913313053982855, + "TN": 104867026, + "TP": 40033, + "n_pred": 90213, + "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": 0.036616428452255156, + "FN": 76172, + "FP": 10441, + "IoU": 0.01864965612572089, + "TN": 104916181, + "TP": 1646, + "n_pred": 12087, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8471856627208676, + "FN": 16334, + "FP": 3056, + "IoU": 0.734884738439662, + "TN": 104931302, + "TP": 53748, + "n_pred": 56804, + "n_ref": 70082 + }, + "15": { + "Dice": 0.0892132375897596, + "FN": 23217, + "FP": 121, + "IoU": 0.04668926922919815, + "TN": 104979959, + "TP": 1143, + "n_pred": 1264, + "n_ref": 24360 + }, + "2": { + "Dice": 0.18844512624337956, + "FN": 151341, + "FP": 15832, + "IoU": 0.10402396801406352, + "TN": 104817858, + "TP": 19409, + "n_pred": 35241, + "n_ref": 170750 + }, + "3": { + "Dice": 0.5726222791230646, + "FN": 36359, + "FP": 138562, + "IoU": 0.4011708118655963, + "TN": 104712335, + "TP": 117184, + "n_pred": 255746, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 11729, + "IoU": 0.0, + "TN": 104992711, + "TP": 0, + "n_pred": 11729, + "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": 0.7762271043467173, + "FN": 64000, + "FP": 611661, + "IoU": 0.6342901588226029, + "TN": 103156907, + "TP": 1171872, + "n_pred": 1783533, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.6343801413611438, + "FN": 67953, + "FP": 118942, + "IoU": 0.464536406195385, + "TN": 104655406, + "TP": 162139, + "n_pred": 281081, + "n_ref": 230092 + }, + "8": { + "Dice": 0.3656344680275344, + "FN": 276995, + "FP": 32465, + "IoU": 0.22371645808405013, + "TN": 104605797, + "TP": 89183, + "n_pred": 121648, + "n_ref": 366178 + }, + "9": { + "Dice": 0.2516071095146218, + "FN": 79405, + "FP": 4766, + "IoU": 0.14390764849471116, + "TN": 104906120, + "TP": 14149, + "n_pred": 18915, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.500490123626677, + "FN": 270819, + "FP": 23206, + "IoU": 0.333769141179083, + "TN": 177234962, + "TP": 147301, + "n_pred": 170507, + "n_ref": 418120 + }, + "10": { + "Dice": 0.09117548915516457, + "FN": 64447, + "FP": 85350, + "IoU": 0.047765254813712965, + "TN": 177518977, + "TP": 7514, + "n_pred": 92864, + "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": 0.10916221110265834, + "FN": 71989, + "FP": 11152, + "IoU": 0.05773219244064147, + "TN": 177588053, + "TP": 5094, + "n_pred": 16246, + "n_ref": 77083 + }, + "14": { + "Dice": 0.7343316694398225, + "FN": 31229, + "FP": 1343, + "IoU": 0.5801928133216476, + "TN": 177598700, + "TP": 45016, + "n_pred": 46359, + "n_ref": 76245 + }, + "15": { + "Dice": 0.0, + "FN": 23169, + "FP": 386, + "IoU": 0.0, + "TN": 177652733, + "TP": 0, + "n_pred": 386, + "n_ref": 23169 + }, + "2": { + "Dice": 0.030047365963219108, + "FN": 210988, + "FP": 7101, + "IoU": 0.015252836765748396, + "TN": 177454821, + "TP": 3378, + "n_pred": 10479, + "n_ref": 214366 + }, + "3": { + "Dice": 0.6523846836963904, + "FN": 19716, + "FP": 179916, + "IoU": 0.48410304914448743, + "TN": 177289327, + "TP": 187329, + "n_pred": 367245, + "n_ref": 207045 + }, + "4": { + "Dice": 0.2962947038020402, + "FN": 20651, + "FP": 44814, + "IoU": 0.17391194619354675, + "TN": 177597041, + "TP": 13782, + "n_pred": 58596, + "n_ref": 34433 + }, + "5": { + "Dice": 0.0, + "FN": 31181, + "FP": 108, + "IoU": 0.0, + "TN": 177644999, + "TP": 0, + "n_pred": 108, + "n_ref": 31181 + }, + "6": { + "Dice": 0.77079239855999, + "FN": 138732, + "FP": 852584, + "IoU": 0.627064458157443, + "TN": 175018145, + "TP": 1666827, + "n_pred": 2519411, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.676904461147867, + "FN": 151694, + "FP": 54976, + "IoU": 0.5116066385766241, + "TN": 177253125, + "TP": 216493, + "n_pred": 271469, + "n_ref": 368187 + }, + "8": { + "Dice": 0.6032271935434078, + "FN": 90022, + "FP": 53924, + "IoU": 0.43187209169235385, + "TN": 177422919, + "TP": 109423, + "n_pred": 163347, + "n_ref": 199445 + }, + "9": { + "Dice": 0.43570623234837746, + "FN": 96193, + "FP": 4907, + "IoU": 0.2785322305556943, + "TN": 177536157, + "TP": 39031, + "n_pred": 43938, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6823455286769294, + "FN": 74432, + "FP": 30434, + "IoU": 0.5178486041122595, + "TN": 193788039, + "TP": 112630, + "n_pred": 143064, + "n_ref": 187062 + }, + "10": { + "Dice": 0.6690244450403311, + "FN": 40889, + "FP": 4780, + "IoU": 0.5026571994859843, + "TN": 193913709, + "TP": 46157, + "n_pred": 50937, + "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": 0.1403819461063514, + "FN": 61011, + "FP": 10829, + "IoU": 0.07548966617764394, + "TN": 193927829, + "TP": 5866, + "n_pred": 16695, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8028902105541236, + "FN": 19676, + "FP": 7931, + "IoU": 0.670690539525008, + "TN": 193921702, + "TP": 56226, + "n_pred": 64157, + "n_ref": 75902 + }, + "15": { + "Dice": 0.2825731567761975, + "FN": 17509, + "FP": 45, + "IoU": 0.164532863738042, + "TN": 193984524, + "TP": 3457, + "n_pred": 3502, + "n_ref": 20966 + }, + "2": { + "Dice": 0.16205004332186834, + "FN": 126555, + "FP": 1105, + "IoU": 0.08816890945972972, + "TN": 193865531, + "TP": 12344, + "n_pred": 13449, + "n_ref": 138899 + }, + "3": { + "Dice": 0.49937331439813426, + "FN": 38734, + "FP": 153389, + "IoU": 0.33277651209957493, + "TN": 193717591, + "TP": 95821, + "n_pred": 249210, + "n_ref": 134555 + }, + "4": { + "Dice": 0.2221136224801466, + "FN": 18302, + "FP": 799, + "IoU": 0.12493128092358438, + "TN": 193983707, + "TP": 2727, + "n_pred": 3526, + "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": 0.8372719126442705, + "FN": 225186, + "FP": 225721, + "IoU": 0.7200926181704187, + "TN": 192394620, + "TP": 1160008, + "n_pred": 1385729, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.45214800995298515, + "FN": 219213, + "FP": 29806, + "IoU": 0.29211320776171334, + "TN": 193653757, + "TP": 102759, + "n_pred": 132565, + "n_ref": 321972 + }, + "8": { + "Dice": 0.5807507415362586, + "FN": 142037, + "FP": 1428, + "IoU": 0.4091957336408187, + "TN": 193762705, + "TP": 99365, + "n_pred": 100793, + "n_ref": 241402 + }, + "9": { + "Dice": 0.4002617005864897, + "FN": 72722, + "FP": 4279, + "IoU": 0.25020448702967985, + "TN": 193902839, + "TP": 25695, + "n_pred": 29974, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7039839422234904, + "FN": 42905, + "FP": 17265, + "IoU": 0.5431907560090496, + "TN": 99524082, + "TP": 71548, + "n_pred": 88813, + "n_ref": 114453 + }, + "10": { + "Dice": 0.526919589596755, + "FN": 44081, + "FP": 5486, + "IoU": 0.357699135685685, + "TN": 99578629, + "TP": 27604, + "n_pred": 33090, + "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": 0.11087734062697244, + "FN": 41742, + "FP": 17422, + "IoU": 0.05869250473326651, + "TN": 99592947, + "TP": 3689, + "n_pred": 21111, + "n_ref": 45431 + }, + "14": { + "Dice": 0.1896861476933652, + "FN": 48069, + "FP": 3800, + "IoU": 0.10478080773213669, + "TN": 99597860, + "TP": 6071, + "n_pred": 9871, + "n_ref": 54140 + }, + "15": { + "Dice": 0.0, + "FN": 37947, + "FP": 748, + "IoU": 0.0, + "TN": 99617105, + "TP": 0, + "n_pred": 748, + "n_ref": 37947 + }, + "2": { + "Dice": 0.23631393280334476, + "FN": 91239, + "FP": 60733, + "IoU": 0.13398865999943016, + "TN": 99480315, + "TP": 23513, + "n_pred": 84246, + "n_ref": 114752 + }, + "3": { + "Dice": 0.32542248394987244, + "FN": 98997, + "FP": 3870, + "IoU": 0.19433109595156603, + "TN": 99528121, + "TP": 24812, + "n_pred": 28682, + "n_ref": 123809 + }, + "4": { + "Dice": 0.6132851268963562, + "FN": 10255, + "FP": 655, + "IoU": 0.4422575532948213, + "TN": 99636239, + "TP": 8651, + "n_pred": 9306, + "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": 0.9082943240425251, + "FN": 118404, + "FP": 131121, + "IoU": 0.831995604718195, + "TN": 98170571, + "TP": 1235704, + "n_pred": 1366825, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.43098379212893767, + "FN": 83783, + "FP": 135884, + "IoU": 0.2746840918321188, + "TN": 99352943, + "TP": 83190, + "n_pred": 219074, + "n_ref": 166973 + }, + "8": { + "Dice": 0.7393374731005412, + "FN": 25853, + "FP": 27080, + "IoU": 0.5864673989468915, + "TN": 99527798, + "TP": 75069, + "n_pred": 102149, + "n_ref": 100922 + }, + "9": { + "Dice": 0.1472165067957226, + "FN": 87914, + "FP": 367, + "IoU": 0.07945693996934339, + "TN": 99559899, + "TP": 7620, + "n_pred": 7987, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5501079907444657, + "FN": 254109, + "FP": 61259, + "IoU": 0.3794130785139823, + "TN": 62575343, + "TP": 192809, + "n_pred": 254068, + "n_ref": 446918 + }, + "10": { + "Dice": 0.5632287849221836, + "FN": 35343, + "FP": 19719, + "IoU": 0.3920100702265801, + "TN": 62992956, + "TP": 35502, + "n_pred": 55221, + "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": 97, + "IoU": 0.0, + "TN": 63037768, + "TP": 0, + "n_pred": 97, + "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": 0.006696687872844931, + "FN": 123482, + "FP": 21879, + "IoU": 0.0033595930093040156, + "TN": 62937669, + "TP": 490, + "n_pred": 22369, + "n_ref": 123972 + }, + "3": { + "Dice": 0.5179130850047755, + "FN": 19138, + "FP": 182760, + "IoU": 0.349448524080954, + "TN": 62773171, + "TP": 108451, + "n_pred": 291211, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 192, + "IoU": 0.0, + "TN": 63065299, + "TP": 0, + "n_pred": 192, + "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": 0.6927264620092867, + "FN": 316378, + "FP": 405127, + "IoU": 0.5299016937755897, + "TN": 61548724, + "TP": 813291, + "n_pred": 1218418, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.4206507686596777, + "FN": 90932, + "FP": 90110, + "IoU": 0.2663443653324796, + "TN": 62836753, + "TP": 65725, + "n_pred": 155835, + "n_ref": 156657 + }, + "8": { + "Dice": 0.6248096860726455, + "FN": 55941, + "FP": 11334, + "IoU": 0.4543441585828764, + "TN": 62960228, + "TP": 56017, + "n_pred": 67351, + "n_ref": 111958 + }, + "9": { + "Dice": 0.4990515011366309, + "FN": 26973, + "FP": 4980, + "IoU": 0.3324907560216424, + "TN": 63035651, + "TP": 15916, + "n_pred": 20896, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4504850251348216, + "FN": 204147, + "FP": 60173, + "IoU": 0.29072647405296476, + "TN": 109236155, + "TP": 108343, + "n_pred": 168516, + "n_ref": 312490 + }, + "10": { + "Dice": 0.2781329381879763, + "FN": 61650, + "FP": 74754, + "IoU": 0.16152985579228188, + "TN": 109446136, + "TP": 26278, + "n_pred": 101032, + "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": 0.10010436148337966, + "FN": 75935, + "FP": 11156, + "IoU": 0.05268940011964975, + "TN": 109516883, + "TP": 4844, + "n_pred": 16000, + "n_ref": 80779 + }, + "14": { + "Dice": 0.396815170887226, + "FN": 60883, + "FP": 48662, + "IoU": 0.24751679512014177, + "TN": 109463240, + "TP": 36033, + "n_pred": 84695, + "n_ref": 96916 + }, + "15": { + "Dice": 0.3969418807057969, + "FN": 71844, + "FP": 24468, + "IoU": 0.2476154020420439, + "TN": 109480809, + "TP": 31697, + "n_pred": 56165, + "n_ref": 103541 + }, + "2": { + "Dice": 0.23555866760028008, + "FN": 184625, + "FP": 6428, + "IoU": 0.13350325866596519, + "TN": 109388329, + "TP": 29436, + "n_pred": 35864, + "n_ref": 214061 + }, + "3": { + "Dice": 0.5838260030003961, + "FN": 110841, + "FP": 81406, + "IoU": 0.4122558416107957, + "TN": 109281725, + "TP": 134846, + "n_pred": 216252, + "n_ref": 245687 + }, + "4": { + "Dice": 0.34026199278835184, + "FN": 31653, + "FP": 40618, + "IoU": 0.20500946011352136, + "TN": 109517910, + "TP": 18637, + "n_pred": 59255, + "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": 0.6545708284292157, + "FN": 106486, + "FP": 1100914, + "IoU": 0.4865145206157573, + "TN": 107257437, + "TP": 1143981, + "n_pred": 2244895, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.48159873937973063, + "FN": 796986, + "FP": 66262, + "IoU": 0.3171748811529548, + "TN": 108344588, + "TP": 400982, + "n_pred": 467244, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8407753775904461, + "FN": 12820, + "FP": 16192, + "IoU": 0.7252911656093173, + "TN": 109503208, + "TP": 76598, + "n_pred": 92790, + "n_ref": 89418 + }, + "9": { + "Dice": 0.5117200181806376, + "FN": 31558, + "FP": 13562, + "IoU": 0.34383316609222986, + "TN": 109540055, + "TP": 23643, + "n_pred": 37205, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6066141017641387, + "FN": 16000, + "FP": 39480, + "IoU": 0.4353525484448787, + "TN": 66969096, + "TP": 42776, + "n_pred": 82256, + "n_ref": 58776 + }, + "10": { + "Dice": 0.25747486876184617, + "FN": 65823, + "FP": 9002, + "IoU": 0.14775963005991025, + "TN": 66979554, + "TP": 12973, + "n_pred": 21975, + "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": 0.055499660731416274, + "FN": 37025, + "FP": 3342, + "IoU": 0.028541862200081824, + "TN": 67025799, + "TP": 1186, + "n_pred": 4528, + "n_ref": 38211 + }, + "14": { + "Dice": 0.005625990491283677, + "FN": 75263, + "FP": 31, + "IoU": 0.0028209305097540625, + "TN": 66991845, + "TP": 213, + "n_pred": 244, + "n_ref": 75476 + }, + "15": { + "Dice": 0.0, + "FN": 31362, + "FP": 16411, + "IoU": 0.0, + "TN": 67019579, + "TP": 0, + "n_pred": 16411, + "n_ref": 31362 + }, + "2": { + "Dice": 0.0, + "FN": 146038, + "FP": 0, + "IoU": 0.0, + "TN": 66921314, + "TP": 0, + "n_pred": 0, + "n_ref": 146038 + }, + "3": { + "Dice": 0.6948518729374301, + "FN": 13298, + "FP": 115877, + "IoU": 0.5323931119613968, + "TN": 66791105, + "TP": 147072, + "n_pred": 262949, + "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": 0.795627512270664, + "FN": 314347, + "FP": 78928, + "IoU": 0.6606158147723056, + "TN": 65908562, + "TP": 765515, + "n_pred": 844443, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.044043390611500435, + "FN": 343581, + "FP": 4956, + "IoU": 0.022517570379677256, + "TN": 66710786, + "TP": 8029, + "n_pred": 12985, + "n_ref": 351610 + }, + "8": { + "Dice": 0.7988694278716724, + "FN": 23250, + "FP": 8203, + "IoU": 0.6650979055974957, + "TN": 66973435, + "TP": 62464, + "n_pred": 70667, + "n_ref": 85714 + }, + "9": { + "Dice": 0.3596673596673597, + "FN": 60217, + "FP": 767, + "IoU": 0.21926489226869456, + "TN": 66989241, + "TP": 17127, + "n_pred": 17894, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5137296308501409, + "FN": 103829, + "FP": 40781, + "IoU": 0.34565018687951926, + "TN": 74298282, + "TP": 76388, + "n_pred": 117169, + "n_ref": 180217 + }, + "10": { + "Dice": 0.3645978054382035, + "FN": 43290, + "FP": 1530, + "IoU": 0.22294075833492258, + "TN": 74461601, + "TP": 12859, + "n_pred": 14389, + "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": 5994, + "IoU": 0.0, + "TN": 74470396, + "TP": 0, + "n_pred": 5994, + "n_ref": 42890 + }, + "14": { + "Dice": 0.49839365633530797, + "FN": 18506, + "FP": 8505, + "IoU": 0.3319069997526589, + "TN": 74478850, + "TP": 13419, + "n_pred": 21924, + "n_ref": 31925 + }, + "15": { + "Dice": 0.162751803499663, + "FN": 27099, + "FP": 6442, + "IoU": 0.08858454933289857, + "TN": 74482479, + "TP": 3260, + "n_pred": 9702, + "n_ref": 30359 + }, + "2": { + "Dice": 0.0871941049067689, + "FN": 133903, + "FP": 12763, + "IoU": 0.04558439783693735, + "TN": 74365609, + "TP": 7005, + "n_pred": 19768, + "n_ref": 140908 + }, + "3": { + "Dice": 0.48781359585555467, + "FN": 43729, + "FP": 191278, + "IoU": 0.3225882698843246, + "TN": 74172361, + "TP": 111912, + "n_pred": 303190, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 2692, + "IoU": 0.0, + "TN": 74503310, + "TP": 0, + "n_pred": 2692, + "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": 0.8633513964847827, + "FN": 313448, + "FP": 95695, + "IoU": 0.7595587535274918, + "TN": 72817646, + "TP": 1292491, + "n_pred": 1388186, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.06963412952890898, + "FN": 159362, + "FP": 49841, + "IoU": 0.03607302148991854, + "TN": 74302248, + "TP": 7829, + "n_pred": 57670, + "n_ref": 167191 + }, + "8": { + "Dice": 0.8656211987675813, + "FN": 4958, + "FP": 13491, + "IoU": 0.7630794914601259, + "TN": 74441410, + "TP": 59421, + "n_pred": 72912, + "n_ref": 64379 + }, + "9": { + "Dice": 0.16397655808882225, + "FN": 84436, + "FP": 1442, + "IoU": 0.08931071049840933, + "TN": 74424980, + "TP": 8422, + "n_pred": 9864, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5042187653834794, + "FN": 180496, + "FP": 20930, + "IoU": 0.33709392370652913, + "TN": 65747327, + "TP": 102427, + "n_pred": 123357, + "n_ref": 282923 + }, + "10": { + "Dice": 0.2929959100204499, + "FN": 60609, + "FP": 50023, + "IoU": 0.17164335559615443, + "TN": 65917624, + "TP": 22924, + "n_pred": 72947, + "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": 0.21887970363255926, + "FN": 41245, + "FP": 4299, + "IoU": 0.12288878189696678, + "TN": 65999255, + "TP": 6381, + "n_pred": 10680, + "n_ref": 47626 + }, + "14": { + "Dice": 0.7258541120223115, + "FN": 14945, + "FP": 18083, + "IoU": 0.5696789660204294, + "TN": 65974428, + "TP": 43724, + "n_pred": 61807, + "n_ref": 58669 + }, + "15": { + "Dice": 0.4935903236509516, + "FN": 16414, + "FP": 375, + "IoU": 0.3276600856994113, + "TN": 66026209, + "TP": 8182, + "n_pred": 8557, + "n_ref": 24596 + }, + "2": { + "Dice": 0.5730684735101635, + "FN": 81996, + "FP": 10313, + "IoU": 0.4016089510054323, + "TN": 65896918, + "TP": 61953, + "n_pred": 72266, + "n_ref": 143949 + }, + "3": { + "Dice": 0.3804749010250498, + "FN": 114253, + "FP": 24393, + "IoU": 0.23492991943494096, + "TN": 65869960, + "TP": 42574, + "n_pred": 66967, + "n_ref": 156827 + }, + "4": { + "Dice": 0.39897198868390643, + "FN": 19515, + "FP": 10653, + "IoU": 0.24919738184714169, + "TN": 66010999, + "TP": 10013, + "n_pred": 20666, + "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": 0.6920501257835818, + "FN": 79347, + "FP": 760893, + "IoU": 0.5291105870537915, + "TN": 64266812, + "TP": 944128, + "n_pred": 1705021, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.26596634387485607, + "FN": 819431, + "FP": 47727, + "IoU": 0.1533801509188594, + "TN": 65026921, + "TP": 157101, + "n_pred": 204828, + "n_ref": 976532 + }, + "8": { + "Dice": 0.7714335165589395, + "FN": 16670, + "FP": 21627, + "IoU": 0.6279135292688851, + "TN": 65948255, + "TP": 64628, + "n_pred": 86255, + "n_ref": 81298 + }, + "9": { + "Dice": 0.02312280749648517, + "FN": 69238, + "FP": 2329, + "IoU": 0.01169663324771453, + "TN": 65978766, + "TP": 847, + "n_pred": 3176, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7991318548048174, + "FN": 20541, + "FP": 46373, + "IoU": 0.6654617811307926, + "TN": 113272521, + "TP": 133105, + "n_pred": 179478, + "n_ref": 153646 + }, + "10": { + "Dice": 0.641388925850289, + "FN": 25133, + "FP": 36854, + "IoU": 0.47209163685913813, + "TN": 113355120, + "TP": 55433, + "n_pred": 92287, + "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": 0.08029001673173453, + "FN": 73277, + "FP": 9175, + "IoU": 0.04182403458414196, + "TN": 113386489, + "TP": 3599, + "n_pred": 12774, + "n_ref": 76876 + }, + "14": { + "Dice": 0.5400919263040869, + "FN": 165948, + "FP": 352, + "IoU": 0.3699492701186223, + "TN": 113208593, + "TP": 97647, + "n_pred": 97999, + "n_ref": 263595 + }, + "15": { + "Dice": 0.15109595098225, + "FN": 19491, + "FP": 7387, + "IoU": 0.08172189955585925, + "TN": 113443270, + "TP": 2392, + "n_pred": 9779, + "n_ref": 21883 + }, + "2": { + "Dice": 0.39799943486860695, + "FN": 91875, + "FP": 14649, + "IoU": 0.24843901027960236, + "TN": 113330803, + "TP": 35213, + "n_pred": 49862, + "n_ref": 127088 + }, + "3": { + "Dice": 0.4937033806498074, + "FN": 40775, + "FP": 122332, + "IoU": 0.3277597349071845, + "TN": 113229908, + "TP": 79525, + "n_pred": 201857, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7772664026543936, + "FN": 9306, + "FP": 3180, + "IoU": 0.6356792717086834, + "TN": 113438268, + "TP": 21786, + "n_pred": 24966, + "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": 0.8785618262594965, + "FN": 204497, + "FP": 55123, + "IoU": 0.7834242197490884, + "TN": 112273791, + "TP": 939129, + "n_pred": 994252, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.2827344762617422, + "FN": 175706, + "FP": 39006, + "IoU": 0.16464225965840562, + "TN": 113215510, + "TP": 42318, + "n_pred": 81324, + "n_ref": 218024 + }, + "8": { + "Dice": 0.5536417162264374, + "FN": 121248, + "FP": 29235, + "IoU": 0.38278324426087634, + "TN": 113228731, + "TP": 93326, + "n_pred": 122561, + "n_ref": 214574 + }, + "9": { + "Dice": 0.04999608726273596, + "FN": 103364, + "FP": 5895, + "IoU": 0.025638967663688086, + "TN": 113360406, + "TP": 2875, + "n_pred": 8770, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.668298826730606, + "FN": 27963, + "FP": 70535, + "IoU": 0.5018384305316023, + "TN": 74999005, + "TP": 99225, + "n_pred": 169760, + "n_ref": 127188 + }, + "10": { + "Dice": 0.3417104742524448, + "FN": 69829, + "FP": 46629, + "IoU": 0.20606201085326278, + "TN": 75050044, + "TP": 30226, + "n_pred": 76855, + "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": 0.056779153669218894, + "FN": 53458, + "FP": 6412, + "IoU": 0.029219094564794396, + "TN": 75135056, + "TP": 1802, + "n_pred": 8214, + "n_ref": 55260 + }, + "14": { + "Dice": 0.6845585223615689, + "FN": 62860, + "FP": 1832, + "IoU": 0.5204021113812941, + "TN": 75061840, + "TP": 70196, + "n_pred": 72028, + "n_ref": 133056 + }, + "15": { + "Dice": 0.0, + "FN": 73812, + "FP": 11232, + "IoU": 0.0, + "TN": 75111684, + "TP": 0, + "n_pred": 11232, + "n_ref": 73812 + }, + "2": { + "Dice": 0.1960572243252544, + "FN": 130360, + "FP": 464, + "IoU": 0.10868261841172944, + "TN": 75049952, + "TP": 15952, + "n_pred": 16416, + "n_ref": 146312 + }, + "3": { + "Dice": 0.5906052487840404, + "FN": 33980, + "FP": 123420, + "IoU": 0.41904884935501135, + "TN": 74925793, + "TP": 113535, + "n_pred": 236955, + "n_ref": 147515 + }, + "4": { + "Dice": 0.7192179226069246, + "FN": 2892, + "FP": 14341, + "IoU": 0.5615458986362711, + "TN": 75157424, + "TP": 22071, + "n_pred": 36412, + "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": 0.8479593027292568, + "FN": 71895, + "FP": 352921, + "IoU": 0.7360497808264288, + "TN": 73587273, + "TP": 1184639, + "n_pred": 1537560, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.46898958094404014, + "FN": 84340, + "FP": 68454, + "IoU": 0.306326838215265, + "TN": 74976460, + "TP": 67474, + "n_pred": 135928, + "n_ref": 151814 + }, + "8": { + "Dice": 0.7421923014432145, + "FN": 32207, + "FP": 4288, + "IoU": 0.5900681815628966, + "TN": 75107701, + "TP": 52532, + "n_pred": 56820, + "n_ref": 84739 + }, + "9": { + "Dice": 0.2188537109128283, + "FN": 67704, + "FP": 319, + "IoU": 0.12287239529605942, + "TN": 75119176, + "TP": 9529, + "n_pred": 9848, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6422697829105845, + "FN": 106930, + "FP": 14401, + "IoU": 0.47304668838219327, + "TN": 86697622, + "TP": 108919, + "n_pred": 123320, + "n_ref": 215849 + }, + "10": { + "Dice": 0.41054664196678076, + "FN": 42677, + "FP": 32417, + "IoU": 0.25829423675243224, + "TN": 86826627, + "TP": 26151, + "n_pred": 58568, + "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": 0.014955100938491662, + "FN": 54918, + "FP": 3440, + "IoU": 0.007533885478138127, + "TN": 86869071, + "TP": 443, + "n_pred": 3883, + "n_ref": 55361 + }, + "14": { + "Dice": 0.7276158372768066, + "FN": 32768, + "FP": 5049, + "IoU": 0.571852321487201, + "TN": 86839545, + "TP": 50510, + "n_pred": 55559, + "n_ref": 83278 + }, + "15": { + "Dice": 0.3743761382093813, + "FN": 124622, + "FP": 2486, + "IoU": 0.23029690139821604, + "TN": 86762733, + "TP": 38031, + "n_pred": 40517, + "n_ref": 162653 + }, + "2": { + "Dice": 0.35935323219359155, + "FN": 91460, + "FP": 25344, + "IoU": 0.21903144494293375, + "TN": 86778309, + "TP": 32759, + "n_pred": 58103, + "n_ref": 124219 + }, + "3": { + "Dice": 0.2408666183470783, + "FN": 145759, + "FP": 9253, + "IoU": 0.1369234538206276, + "TN": 86748268, + "TP": 24592, + "n_pred": 33845, + "n_ref": 170351 + }, + "4": { + "Dice": 0.4310988367227383, + "FN": 3644, + "FP": 30345, + "IoU": 0.27477756203725434, + "TN": 86881005, + "TP": 12878, + "n_pred": 43223, + "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": 0.7551044090358163, + "FN": 84376, + "FP": 622605, + "IoU": 0.60656043327375, + "TN": 85130948, + "TP": 1089943, + "n_pred": 1712548, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.34490469258395584, + "FN": 796467, + "FP": 64851, + "IoU": 0.20838962628830449, + "TN": 85839814, + "TP": 226740, + "n_pred": 291591, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.813480684344492, + "FN": 3892, + "FP": 19264, + "IoU": 0.685602563406289, + "TN": 86854220, + "TP": 50496, + "n_pred": 69760, + "n_ref": 54388 + }, + "9": { + "Dice": 0.3775987911657965, + "FN": 36766, + "FP": 9367, + "IoU": 0.23274069885409218, + "TN": 86867745, + "TP": 13994, + "n_pred": 23361, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.39738139895284924, + "FN": 33589, + "FP": 132841, + "IoU": 0.24795756064056682, + "TN": 37528296, + "TP": 54874, + "n_pred": 187715, + "n_ref": 88463 + }, + "10": { + "Dice": 0.24858946716072974, + "FN": 49617, + "FP": 8582, + "IoU": 0.14193672043169286, + "TN": 37681774, + "TP": 9627, + "n_pred": 18209, + "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": 3598, + "IoU": 0.0, + "TN": 37701117, + "TP": 0, + "n_pred": 3598, + "n_ref": 44885 + }, + "14": { + "Dice": 0.5155075286381438, + "FN": 63350, + "FP": 6055, + "IoU": 0.34726180063764356, + "TN": 37643271, + "TP": 36924, + "n_pred": 42979, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1242, + "IoU": 0.0, + "TN": 37748358, + "TP": 0, + "n_pred": 1242, + "n_ref": 0 + }, + "2": { + "Dice": 0.1935431564268457, + "FN": 88296, + "FP": 11174, + "IoU": 0.10713965136527656, + "TN": 37638194, + "TP": 11936, + "n_pred": 23110, + "n_ref": 100232 + }, + "3": { + "Dice": 0.3246349768193448, + "FN": 54948, + "FP": 85482, + "IoU": 0.19376969933574845, + "TN": 37575419, + "TP": 33751, + "n_pred": 119233, + "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": 0.8457056436251346, + "FN": 154249, + "FP": 60405, + "IoU": 0.732660294971143, + "TN": 36946674, + "TP": 588272, + "n_pred": 648677, + "n_ref": 742521 + }, + "7": { + "Dice": 0.574631294817802, + "FN": 203932, + "FP": 5346, + "IoU": 0.4031457213341509, + "TN": 37398965, + "TP": 141357, + "n_pred": 146703, + "n_ref": 345289 + }, + "8": { + "Dice": 0.6463950297004348, + "FN": 20031, + "FP": 43486, + "IoU": 0.4775359457769881, + "TN": 37628028, + "TP": 58055, + "n_pred": 101541, + "n_ref": 78086 + }, + "9": { + "Dice": 0.18424123318798746, + "FN": 48771, + "FP": 4361, + "IoU": 0.1014679023202327, + "TN": 37690468, + "TP": 6000, + "n_pred": 10361, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6331004961333488, + "FN": 94791, + "FP": 24863, + "IoU": 0.4631653565916514, + "TN": 75683800, + "TP": 103234, + "n_pred": 128097, + "n_ref": 198025 + }, + "10": { + "Dice": 0.6459535346005715, + "FN": 49120, + "FP": 22123, + "IoU": 0.47705418617966144, + "TN": 75770454, + "TP": 64991, + "n_pred": 87114, + "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": 0.2805249219336733, + "FN": 34404, + "FP": 2000, + "IoU": 0.1631456748120733, + "TN": 75863187, + "TP": 7097, + "n_pred": 9097, + "n_ref": 41501 + }, + "14": { + "Dice": 0.7050054776564242, + "FN": 49996, + "FP": 11667, + "IoU": 0.544408077016853, + "TN": 75771341, + "TP": 73684, + "n_pred": 85351, + "n_ref": 123680 + }, + "15": { + "Dice": 0.23640380852517953, + "FN": 162018, + "FP": 1106, + "IoU": 0.1340464499004645, + "TN": 75718313, + "TP": 25251, + "n_pred": 26357, + "n_ref": 187269 + }, + "2": { + "Dice": 0.7000538854688853, + "FN": 64097, + "FP": 46117, + "IoU": 0.5385253108905916, + "TN": 75667858, + "TP": 128616, + "n_pred": 174733, + "n_ref": 192713 + }, + "3": { + "Dice": 0.40479742011848613, + "FN": 184206, + "FP": 12912, + "IoU": 0.2537592561745688, + "TN": 75642540, + "TP": 67030, + "n_pred": 79942, + "n_ref": 251236 + }, + "4": { + "Dice": 0.6297758707262519, + "FN": 2584, + "FP": 29858, + "IoU": 0.45961522445240277, + "TN": 75846653, + "TP": 27593, + "n_pred": 57451, + "n_ref": 30177 + }, + "5": { + "Dice": 0.06335478680611424, + "FN": 9314, + "FP": 0, + "IoU": 0.03271367743275522, + "TN": 75897059, + "TP": 315, + "n_pred": 315, + "n_ref": 9629 + }, + "6": { + "Dice": 0.8974622440026294, + "FN": 116434, + "FP": 247008, + "IoU": 0.8139968351385599, + "TN": 73952732, + "TP": 1590514, + "n_pred": 1837522, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.7292519550655602, + "FN": 106021, + "FP": 18512, + "IoU": 0.5738761180649179, + "TN": 75614442, + "TP": 167713, + "n_pred": 186225, + "n_ref": 273734 + }, + "8": { + "Dice": 0.8886642001976239, + "FN": 14403, + "FP": 4977, + "IoU": 0.7996360779124105, + "TN": 75809964, + "TP": 77344, + "n_pred": 82321, + "n_ref": 91747 + }, + "9": { + "Dice": 0.6106365581670465, + "FN": 42646, + "FP": 2116, + "IoU": 0.4395081515614435, + "TN": 75826826, + "TP": 35100, + "n_pred": 37216, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.49946782334023826, + "FN": 29585, + "FP": 101620, + "IoU": 0.33286045518335466, + "TN": 61191082, + "TP": 65463, + "n_pred": 167083, + "n_ref": 95048 + }, + "10": { + "Dice": 0.629809747138121, + "FN": 23531, + "FP": 40563, + "IoU": 0.45965131179604773, + "TN": 61269134, + "TP": 54522, + "n_pred": 95085, + "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": 0.005624268969464699, + "FN": 39342, + "FP": 615, + "IoU": 0.002820064886448715, + "TN": 61347680, + "TP": 113, + "n_pred": 728, + "n_ref": 39455 + }, + "14": { + "Dice": 0.5800699900158335, + "FN": 37701, + "FP": 3938, + "IoU": 0.408520128412739, + "TN": 61317352, + "TP": 28759, + "n_pred": 32697, + "n_ref": 66460 + }, + "15": { + "Dice": 0.24681025641025642, + "FN": 36715, + "FP": 3, + "IoU": 0.14077783497917348, + "TN": 61345016, + "TP": 6016, + "n_pred": 6019, + "n_ref": 42731 + }, + "2": { + "Dice": 0.25890842315575757, + "FN": 113143, + "FP": 1472, + "IoU": 0.14870465551561246, + "TN": 61253114, + "TP": 20021, + "n_pred": 21493, + "n_ref": 133164 + }, + "3": { + "Dice": 0.5300483595579139, + "FN": 29933, + "FP": 153929, + "IoU": 0.3605889778785529, + "TN": 61100201, + "TP": 103687, + "n_pred": 257616, + "n_ref": 133620 + }, + "4": { + "Dice": 0.5617825285106703, + "FN": 11513, + "FP": 130, + "IoU": 0.39061027949335286, + "TN": 61368644, + "TP": 7463, + "n_pred": 7593, + "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": 0.8117933278723716, + "FN": 234571, + "FP": 117881, + "IoU": 0.6832088616526256, + "TN": 60275181, + "TP": 760117, + "n_pred": 877998, + "n_ref": 994688 + }, + "7": { + "Dice": 0.16889180710585833, + "FN": 154670, + "FP": 95954, + "IoU": 0.0922347503884617, + "TN": 61111661, + "TP": 25465, + "n_pred": 121419, + "n_ref": 180135 + }, + "8": { + "Dice": 0.5300406794762078, + "FN": 155887, + "FP": 4465, + "IoU": 0.3605818692229781, + "TN": 61136972, + "TP": 90426, + "n_pred": 94891, + "n_ref": 246313 + }, + "9": { + "Dice": 0.35403750189021627, + "FN": 60987, + "FP": 7361, + "IoU": 0.21509451296538734, + "TN": 61300672, + "TP": 18730, + "n_pred": 26091, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7772156465511261, + "FN": 45485, + "FP": 34792, + "IoU": 0.6356113769030348, + "TN": 39528494, + "TP": 140029, + "n_pred": 174821, + "n_ref": 185514 + }, + "10": { + "Dice": 0.34883207070707073, + "FN": 29730, + "FP": 52786, + "IoU": 0.21126383605115753, + "TN": 39644182, + "TP": 22102, + "n_pred": 74888, + "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": 0.08031543307761539, + "FN": 41937, + "FP": 981, + "IoU": 0.041837828183604216, + "TN": 39704008, + "TP": 1874, + "n_pred": 2855, + "n_ref": 43811 + }, + "14": { + "Dice": 0.2139275766016713, + "FN": 26613, + "FP": 22772, + "IoU": 0.11977542108546475, + "TN": 39692695, + "TP": 6720, + "n_pred": 29492, + "n_ref": 33333 + }, + "15": { + "Dice": 0.6689876739155478, + "FN": 25583, + "FP": 278, + "IoU": 0.5026156864253568, + "TN": 39696806, + "TP": 26133, + "n_pred": 26411, + "n_ref": 51716 + }, + "2": { + "Dice": 0.0760332856147657, + "FN": 112881, + "FP": 7814, + "IoU": 0.039519023404238386, + "TN": 39623139, + "TP": 4966, + "n_pred": 12780, + "n_ref": 117847 + }, + "3": { + "Dice": 0.6109038940235102, + "FN": 17578, + "FP": 131075, + "IoU": 0.43978518937252686, + "TN": 39483450, + "TP": 116697, + "n_pred": 247772, + "n_ref": 134275 + }, + "4": { + "Dice": 0.5301179049808838, + "FN": 13859, + "FP": 3716, + "IoU": 0.3606533522499909, + "TN": 39721311, + "TP": 9914, + "n_pred": 13630, + "n_ref": 23773 + }, + "5": { + "Dice": 0.0003065134099616858, + "FN": 6523, + "FP": 0, + "IoU": 0.00015328019619865113, + "TN": 39742276, + "TP": 1, + "n_pred": 1, + "n_ref": 6524 + }, + "6": { + "Dice": 0.899750212642255, + "FN": 92290, + "FP": 93932, + "IoU": 0.8177690402494958, + "TN": 38726899, + "TP": 835679, + "n_pred": 929611, + "n_ref": 927969 + }, + "7": { + "Dice": 0.21560078460313453, + "FN": 643268, + "FP": 2964, + "IoU": 0.12082541997485864, + "TN": 39013756, + "TP": 88812, + "n_pred": 91776, + "n_ref": 732080 + }, + "8": { + "Dice": 0.7794353020241054, + "FN": 5462, + "FP": 19481, + "IoU": 0.6385858146779686, + "TN": 39679785, + "TP": 44072, + "n_pred": 63553, + "n_ref": 49534 + }, + "9": { + "Dice": 0.07603861840134565, + "FN": 39979, + "FP": 120, + "IoU": 0.03952190471628063, + "TN": 39707051, + "TP": 1650, + "n_pred": 1770, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.41603943051411096, + "FN": 54920, + "FP": 63085, + "IoU": 0.26265769396592126, + "TN": 101236567, + "TP": 42036, + "n_pred": 105121, + "n_ref": 96956 + }, + "10": { + "Dice": 0.37446673323046203, + "FN": 57638, + "FP": 25060, + "IoU": 0.23036546891141077, + "TN": 101289157, + "TP": 24753, + "n_pred": 49813, + "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": 0.10279568519818727, + "FN": 46724, + "FP": 9502, + "IoU": 0.054182717378505225, + "TN": 101337161, + "TP": 3221, + "n_pred": 12723, + "n_ref": 49945 + }, + "14": { + "Dice": 0.6691079691807557, + "FN": 86851, + "FP": 888, + "IoU": 0.5027515032672331, + "TN": 101220159, + "TP": 88710, + "n_pred": 89598, + "n_ref": 175561 + }, + "15": { + "Dice": 0.34554458490972284, + "FN": 21257, + "FP": 20, + "IoU": 0.20885699412508366, + "TN": 101369714, + "TP": 5617, + "n_pred": 5637, + "n_ref": 26874 + }, + "2": { + "Dice": 0.19890036055303725, + "FN": 160721, + "FP": 8585, + "IoU": 0.11043273575586894, + "TN": 101206284, + "TP": 21018, + "n_pred": 29603, + "n_ref": 181739 + }, + "3": { + "Dice": 0.3121890440139986, + "FN": 112805, + "FP": 126774, + "IoU": 0.18496683109372342, + "TN": 101102658, + "TP": 54371, + "n_pred": 181145, + "n_ref": 167176 + }, + "4": { + "Dice": 0.5402120506852858, + "FN": 3879, + "FP": 6789, + "IoU": 0.3700620017714792, + "TN": 101379673, + "TP": 6267, + "n_pred": 13056, + "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": 0.8352719442363253, + "FN": 148231, + "FP": 515317, + "IoU": 0.7171390266620343, + "TN": 99050763, + "TP": 1682297, + "n_pred": 2197614, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.5563160033421147, + "FN": 278250, + "FP": 13281, + "IoU": 0.3853447185325743, + "TN": 100922308, + "TP": 182769, + "n_pred": 196050, + "n_ref": 461019 + }, + "8": { + "Dice": 0.5174299989590924, + "FN": 156300, + "FP": 29142, + "IoU": 0.3490088148254763, + "TN": 101111747, + "TP": 99419, + "n_pred": 128561, + "n_ref": 255719 + }, + "9": { + "Dice": 0.4336269254033093, + "FN": 60452, + "FP": 7903, + "IoU": 0.2768350225344364, + "TN": 101302086, + "TP": 26167, + "n_pred": 34070, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4177373248230007, + "FN": 151089, + "FP": 32637, + "IoU": 0.26401262658633506, + "TN": 73633872, + "TP": 65906, + "n_pred": 98543, + "n_ref": 216995 + }, + "10": { + "Dice": 0.00021298606462605732, + "FN": 75820, + "FP": 121334, + "IoU": 0.00010650437428680107, + "TN": 73686329, + "TP": 21, + "n_pred": 121355, + "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": 28068, + "IoU": 0.0, + "TN": 73794197, + "TP": 0, + "n_pred": 28068, + "n_ref": 61239 + }, + "14": { + "Dice": 0.5396925271083706, + "FN": 62544, + "FP": 3297, + "IoU": 0.3695745842070491, + "TN": 73779065, + "TP": 38598, + "n_pred": 41895, + "n_ref": 101142 + }, + "15": { + "Dice": 0.1624504699870046, + "FN": 201799, + "FP": 8307, + "IoU": 0.08840603604619883, + "TN": 73653022, + "TP": 20376, + "n_pred": 28683, + "n_ref": 222175 + }, + "2": { + "Dice": 0.056712656185334505, + "FN": 184952, + "FP": 17901, + "IoU": 0.029183875645486263, + "TN": 73674553, + "TP": 6098, + "n_pred": 23999, + "n_ref": 191050 + }, + "3": { + "Dice": 0.2803686916878711, + "FN": 145220, + "FP": 71982, + "IoU": 0.1630400018496183, + "TN": 73623991, + "TP": 42311, + "n_pred": 114293, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 47683, + "IoU": 0.0, + "TN": 73787933, + "TP": 0, + "n_pred": 47683, + "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": 0.5930296232748598, + "FN": 409360, + "FP": 1363884, + "IoU": 0.4214940364666338, + "TN": 70818291, + "TP": 1291969, + "n_pred": 2655853, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.08120228001513394, + "FN": 146415, + "FP": 446125, + "IoU": 0.04231935402538127, + "TN": 73264780, + "TP": 26184, + "n_pred": 472309, + "n_ref": 172599 + }, + "8": { + "Dice": 0.6199174730339518, + "FN": 28067, + "FP": 34937, + "IoU": 0.44918869771996084, + "TN": 73769120, + "TP": 51380, + "n_pred": 86317, + "n_ref": 79447 + }, + "9": { + "Dice": 0.3913249960424252, + "FN": 60517, + "FP": 31763, + "IoU": 0.2432592009446959, + "TN": 73761560, + "TP": 29664, + "n_pred": 61427, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7833354862195709, + "FN": 53929, + "FP": 19873, + "IoU": 0.6438385252032912, + "TN": 69288561, + "TP": 133413, + "n_pred": 153286, + "n_ref": 187342 + }, + "10": { + "Dice": 0.44366381282269135, + "FN": 40319, + "FP": 27781, + "IoU": 0.28506939341130033, + "TN": 69400522, + "TP": 27154, + "n_pred": 54935, + "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": 0.30131247219338575, + "FN": 61564, + "FP": 13816, + "IoU": 0.17737957526682235, + "TN": 69404142, + "TP": 16254, + "n_pred": 30070, + "n_ref": 77818 + }, + "14": { + "Dice": 0.6468154258537167, + "FN": 77799, + "FP": 2180, + "IoU": 0.4779949743824038, + "TN": 69342561, + "TP": 73236, + "n_pred": 75416, + "n_ref": 151035 + }, + "15": { + "Dice": 0.3090691587440074, + "FN": 76815, + "FP": 2, + "IoU": 0.18278048469116365, + "TN": 69401778, + "TP": 17181, + "n_pred": 17183, + "n_ref": 93996 + }, + "2": { + "Dice": 0.0026737256571246143, + "FN": 149949, + "FP": 1, + "IoU": 0.0013386524232272845, + "TN": 69345625, + "TP": 201, + "n_pred": 202, + "n_ref": 150150 + }, + "3": { + "Dice": 0.6632771075762428, + "FN": 23459, + "FP": 127937, + "IoU": 0.4961964153793934, + "TN": 69195270, + "TP": 149110, + "n_pred": 277047, + "n_ref": 172569 + }, + "4": { + "Dice": 0.14424126637554585, + "FN": 32891, + "FP": 17277, + "IoU": 0.0777263034046621, + "TN": 69441380, + "TP": 4228, + "n_pred": 21505, + "n_ref": 37119 + }, + "5": { + "Dice": 0.0008376524789278048, + "FN": 19085, + "FP": 0, + "IoU": 0.0004190017283821296, + "TN": 69476683, + "TP": 8, + "n_pred": 8, + "n_ref": 19093 + }, + "6": { + "Dice": 0.8601449106539617, + "FN": 102094, + "FP": 336125, + "IoU": 0.754609001348976, + "TN": 67709977, + "TP": 1347580, + "n_pred": 1683705, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.6942467881227542, + "FN": 122590, + "FP": 45119, + "IoU": 0.5316830024294211, + "TN": 69137666, + "TP": 190401, + "n_pred": 235520, + "n_ref": 312991 + }, + "8": { + "Dice": 0.6629549708508685, + "FN": 33077, + "FP": 23465, + "IoU": 0.4958359340169416, + "TN": 69383626, + "TP": 55608, + "n_pred": 79073, + "n_ref": 88685 + }, + "9": { + "Dice": 0.23617992177314212, + "FN": 69500, + "FP": 802, + "IoU": 0.1339025021251432, + "TN": 69414605, + "TP": 10869, + "n_pred": 11671, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8796458954266427, + "FN": 24149, + "FP": 24631, + "IoU": 0.7851498841624017, + "TN": 50606510, + "TP": 178262, + "n_pred": 202893, + "n_ref": 202411 + }, + "10": { + "Dice": 0.5265972731271075, + "FN": 30941, + "FP": 49786, + "IoU": 0.35740213013229744, + "TN": 50707926, + "TP": 44899, + "n_pred": 94685, + "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": 0.21947515831861691, + "FN": 38507, + "FP": 30884, + "IoU": 0.12326430565909005, + "TN": 50754405, + "TP": 9756, + "n_pred": 40640, + "n_ref": 48263 + }, + "14": { + "Dice": 0.3052361093559122, + "FN": 39868, + "FP": 9611, + "IoU": 0.1801053887452774, + "TN": 50773204, + "TP": 10869, + "n_pred": 20480, + "n_ref": 50737 + }, + "15": { + "Dice": 0.0, + "FN": 34756, + "FP": 29, + "IoU": 0.0, + "TN": 50798767, + "TP": 0, + "n_pred": 29, + "n_ref": 34756 + }, + "2": { + "Dice": 0.3068102109817706, + "FN": 173141, + "FP": 2767, + "IoU": 0.18120249305287264, + "TN": 50618715, + "TP": 38929, + "n_pred": 41696, + "n_ref": 212070 + }, + "3": { + "Dice": 0.6588724189358559, + "FN": 14936, + "FP": 179942, + "IoU": 0.49128243146939127, + "TN": 50450475, + "TP": 188199, + "n_pred": 368141, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7421572553731144, + "FN": 6846, + "FP": 880, + "IoU": 0.5900238790130008, + "TN": 50814707, + "TP": 11119, + "n_pred": 11999, + "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": 0.8504290615735811, + "FN": 181845, + "FP": 526772, + "IoU": 0.7397795413458209, + "TN": 48110411, + "TP": 2014524, + "n_pred": 2541296, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.5311507207361968, + "FN": 106231, + "FP": 109382, + "IoU": 0.36161009045285647, + "TN": 50495807, + "TP": 122132, + "n_pred": 231514, + "n_ref": 228363 + }, + "8": { + "Dice": 0.6850249980160305, + "FN": 29552, + "FP": 37921, + "IoU": 0.5209414604707302, + "TN": 50692707, + "TP": 73372, + "n_pred": 111293, + "n_ref": 102924 + }, + "9": { + "Dice": 0.14600119890074814, + "FN": 105741, + "FP": 3956, + "IoU": 0.07874934914422964, + "TN": 50714478, + "TP": 9377, + "n_pred": 13333, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4932951115643821, + "FN": 140367, + "FP": 6697, + "IoU": 0.3273999542648068, + "TN": 76666210, + "TP": 71586, + "n_pred": 78283, + "n_ref": 211953 + }, + "10": { + "Dice": 0.5148502503251554, + "FN": 36062, + "FP": 18398, + "IoU": 0.34666554698465635, + "TN": 76801503, + "TP": 28897, + "n_pred": 47295, + "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": 0.1534335363468738, + "FN": 38664, + "FP": 6789, + "IoU": 0.08309126119583636, + "TN": 76835288, + "TP": 4119, + "n_pred": 10908, + "n_ref": 42783 + }, + "14": { + "Dice": 0.6711286840659553, + "FN": 38141, + "FP": 4362, + "IoU": 0.5050366247044986, + "TN": 76798989, + "TP": 43368, + "n_pred": 47730, + "n_ref": 81509 + }, + "15": { + "Dice": 0.15812241141279337, + "FN": 36579, + "FP": 9, + "IoU": 0.08584849090545672, + "TN": 76844836, + "TP": 3436, + "n_pred": 3445, + "n_ref": 40015 + }, + "2": { + "Dice": 0.6868014875432967, + "FN": 33903, + "FP": 29935, + "IoU": 0.5229989838005858, + "TN": 76751028, + "TP": 69994, + "n_pred": 99929, + "n_ref": 103897 + }, + "3": { + "Dice": 0.6136412287273895, + "FN": 51544, + "FP": 6212, + "IoU": 0.4426280133562371, + "TN": 76781238, + "TP": 45866, + "n_pred": 52078, + "n_ref": 97410 + }, + "4": { + "Dice": 0.8777734124604537, + "FN": 3657, + "FP": 2254, + "IoU": 0.7821712853773585, + "TN": 76857724, + "TP": 21225, + "n_pred": 23479, + "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": 0.8272652111339069, + "FN": 50404, + "FP": 400876, + "IoU": 0.7054154263930231, + "TN": 75352940, + "TP": 1080640, + "n_pred": 1481516, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.5235715479880142, + "FN": 59375, + "FP": 125858, + "IoU": 0.3546203321092351, + "TN": 76597846, + "TP": 101781, + "n_pred": 227639, + "n_ref": 161156 + }, + "8": { + "Dice": 0.8014291537779057, + "FN": 10462, + "FP": 22662, + "IoU": 0.6686539692701664, + "TN": 76784892, + "TP": 66844, + "n_pred": 89506, + "n_ref": 77306 + }, + "9": { + "Dice": 0.4627101451685319, + "FN": 63941, + "FP": 681, + "IoU": 0.300990827275874, + "TN": 76792412, + "TP": 27826, + "n_pred": 28507, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0002718129926610492, + "FN": 124551, + "FP": 37281, + "IoU": 0.0001359249694168819, + "TN": 130838078, + "TP": 22, + "n_pred": 37303, + "n_ref": 124573 + }, + "10": { + "Dice": 0.432921280676457, + "FN": 26639, + "FP": 54375, + "IoU": 0.27626007254015617, + "TN": 130887994, + "TP": 30924, + "n_pred": 85299, + "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": 0.129950907434969, + "FN": 72567, + "FP": 5767, + "IoU": 0.0694906395514587, + "TN": 130915748, + "TP": 5850, + "n_pred": 11617, + "n_ref": 78417 + }, + "14": { + "Dice": 0.0, + "FN": 946125, + "FP": 0, + "IoU": 0.0, + "TN": 130053807, + "TP": 0, + "n_pred": 0, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 108, + "IoU": 0.0, + "TN": 130974514, + "TP": 0, + "n_pred": 108, + "n_ref": 25310 + }, + "2": { + "Dice": 0.37733994844321234, + "FN": 167403, + "FP": 2402, + "IoU": 0.23254405510334136, + "TN": 130778675, + "TP": 51452, + "n_pred": 53854, + "n_ref": 218855 + }, + "3": { + "Dice": 0.17145309906713216, + "FN": 253083, + "FP": 36461, + "IoU": 0.09376467126966341, + "TN": 130680430, + "TP": 29958, + "n_pred": 66419, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 417, + "IoU": 0.0, + "TN": 130997235, + "TP": 0, + "n_pred": 417, + "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": 0.8043669895792397, + "FN": 96537, + "FP": 573016, + "IoU": 0.6727540830410591, + "TN": 128953908, + "TP": 1376471, + "n_pred": 1949487, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.14515499095543496, + "FN": 175821, + "FP": 156871, + "IoU": 0.07825720760906306, + "TN": 130638994, + "TP": 28246, + "n_pred": 185117, + "n_ref": 204067 + }, + "8": { + "Dice": 0.732689871230794, + "FN": 46506, + "FP": 11515, + "IoU": 0.5781456761040585, + "TN": 130862394, + "TP": 79517, + "n_pred": 91032, + "n_ref": 126023 + }, + "9": { + "Dice": 0.3557308256231356, + "FN": 39629, + "FP": 24086, + "IoU": 0.2163458581883033, + "TN": 130918627, + "TP": 17590, + "n_pred": 41676, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.12417608124286167, + "FN": 52905, + "FP": 10742, + "IoU": 0.0661981543156443, + "TN": 74358539, + "TP": 4512, + "n_pred": 15254, + "n_ref": 57417 + }, + "10": { + "Dice": 0.3739348619978635, + "FN": 56197, + "FP": 19406, + "IoU": 0.22996302746967337, + "TN": 74328517, + "TP": 22578, + "n_pred": 41984, + "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": 0.09271146357509913, + "FN": 98113, + "FP": 3937, + "IoU": 0.04860903937947494, + "TN": 74319434, + "TP": 5214, + "n_pred": 9151, + "n_ref": 103327 + }, + "14": { + "Dice": 0.13954120756605068, + "FN": 158066, + "FP": 150, + "IoU": 0.07500365400917887, + "TN": 74255653, + "TP": 12829, + "n_pred": 12979, + "n_ref": 170895 + }, + "15": { + "Dice": 0.0, + "FN": 22218, + "FP": 362, + "IoU": 0.0, + "TN": 74404118, + "TP": 0, + "n_pred": 362, + "n_ref": 22218 + }, + "2": { + "Dice": 0.33881253435953823, + "FN": 87938, + "FP": 32332, + "IoU": 0.20395803686666447, + "TN": 74275613, + "TP": 30815, + "n_pred": 63147, + "n_ref": 118753 + }, + "3": { + "Dice": 0.21240827518007843, + "FN": 112291, + "FP": 27883, + "IoU": 0.11882370690739018, + "TN": 74267622, + "TP": 18902, + "n_pred": 46785, + "n_ref": 131193 + }, + "4": { + "Dice": 0.009339995427974266, + "FN": 30317, + "FP": 18, + "IoU": 0.0046919089179079995, + "TN": 74396220, + "TP": 143, + "n_pred": 161, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9175142353564033, + "FN": 66119, + "FP": 81581, + "IoU": 0.847599354489886, + "TN": 73457542, + "TP": 821456, + "n_pred": 903037, + "n_ref": 887575 + }, + "7": { + "Dice": 0.22930704251146536, + "FN": 120463, + "FP": 81531, + "IoU": 0.12950130147730604, + "TN": 74194654, + "TP": 30050, + "n_pred": 111581, + "n_ref": 150513 + }, + "8": { + "Dice": 0.8188909232274084, + "FN": 10582, + "FP": 3860, + "IoU": 0.6933237067867154, + "TN": 74379606, + "TP": 32650, + "n_pred": 36510, + "n_ref": 43232 + }, + "9": { + "Dice": 0.6287052920886135, + "FN": 16730, + "FP": 3399, + "IoU": 0.458475693416911, + "TN": 74389527, + "TP": 17042, + "n_pred": 20441, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6996302300588353, + "FN": 63583, + "FP": 2377, + "IoU": 0.538024065332194, + "TN": 106503910, + "TP": 76818, + "n_pred": 79195, + "n_ref": 140401 + }, + "10": { + "Dice": 0.5770006447453256, + "FN": 43410, + "FP": 38599, + "IoU": 0.4054820141798727, + "TN": 106508746, + "TP": 55933, + "n_pred": 94532, + "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": 0.12998497678229992, + "FN": 37136, + "FP": 13826, + "IoU": 0.06951012434041155, + "TN": 106591919, + "TP": 3807, + "n_pred": 17633, + "n_ref": 40943 + }, + "14": { + "Dice": 0.7666630912796311, + "FN": 16648, + "FP": 15983, + "IoU": 0.6216169206150421, + "TN": 106560450, + "TP": 53607, + "n_pred": 69590, + "n_ref": 70255 + }, + "15": { + "Dice": 0.0, + "FN": 26561, + "FP": 223, + "IoU": 0.0, + "TN": 106619904, + "TP": 0, + "n_pred": 223, + "n_ref": 26561 + }, + "2": { + "Dice": 0.5834021753333761, + "FN": 54965, + "FP": 133136, + "IoU": 0.4118333130087021, + "TN": 106326879, + "TP": 131708, + "n_pred": 264844, + "n_ref": 186673 + }, + "3": { + "Dice": 0.1252618222219524, + "FN": 140176, + "FP": 3903, + "IoU": 0.06681563522134784, + "TN": 106492293, + "TP": 10316, + "n_pred": 14219, + "n_ref": 150492 + }, + "4": { + "Dice": 0.7490357202750293, + "FN": 1150, + "FP": 4836, + "IoU": 0.5987666733695288, + "TN": 106631769, + "TP": 8933, + "n_pred": 13769, + "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": 0.9599482069353902, + "FN": 64904, + "FP": 35873, + "IoU": 0.9229811566468369, + "TN": 105338216, + "TP": 1207695, + "n_pred": 1243568, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.6197030040180883, + "FN": 179451, + "FP": 13722, + "IoU": 0.44896352438791315, + "TN": 106296125, + "TP": 157390, + "n_pred": 171112, + "n_ref": 336841 + }, + "8": { + "Dice": 0.6911989946196442, + "FN": 18231, + "FP": 28947, + "IoU": 0.5281161855608234, + "TN": 106546710, + "TP": 52800, + "n_pred": 81747, + "n_ref": 71031 + }, + "9": { + "Dice": 0.27436141804353775, + "FN": 70546, + "FP": 6355, + "IoU": 0.15899124006168047, + "TN": 106555249, + "TP": 14538, + "n_pred": 20893, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5133920546467733, + "FN": 99052, + "FP": 6521, + "IoU": 0.34534461910519954, + "TN": 107965663, + "TP": 55692, + "n_pred": 62213, + "n_ref": 154744 + }, + "10": { + "Dice": 0.6430318348802226, + "FN": 18302, + "FP": 51466, + "IoU": 0.47387392822400026, + "TN": 107994321, + "TP": 62839, + "n_pred": 114305, + "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": 0.40919012704986846, + "FN": 55489, + "FP": 7847, + "IoU": 0.257221264468916, + "TN": 108041659, + "TP": 21933, + "n_pred": 29780, + "n_ref": 77422 + }, + "14": { + "Dice": 0.591042251819637, + "FN": 20323, + "FP": 6759, + "IoU": 0.4194889822515648, + "TN": 108080276, + "TP": 19570, + "n_pred": 26329, + "n_ref": 39893 + }, + "15": { + "Dice": 0.17247743364316634, + "FN": 24661, + "FP": 0, + "IoU": 0.09437773126216445, + "TN": 108099697, + "TP": 2570, + "n_pred": 2570, + "n_ref": 27231 + }, + "2": { + "Dice": 0.45325536291891927, + "FN": 121105, + "FP": 46066, + "IoU": 0.293038263752622, + "TN": 107890464, + "TP": 69293, + "n_pred": 115359, + "n_ref": 190398 + }, + "3": { + "Dice": 0.4662668665667166, + "FN": 138969, + "FP": 1295, + "IoU": 0.3040078201368524, + "TN": 107925397, + "TP": 61267, + "n_pred": 62562, + "n_ref": 200236 + }, + "4": { + "Dice": 0.6922970543493293, + "FN": 13285, + "FP": 4515, + "IoU": 0.5293993231810491, + "TN": 108089104, + "TP": 20024, + "n_pred": 24539, + "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": 0.9408628789952747, + "FN": 96081, + "FP": 77812, + "IoU": 0.8883296226108545, + "TN": 106569729, + "TP": 1383306, + "n_pred": 1461118, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.3850760477674537, + "FN": 136655, + "FP": 245733, + "IoU": 0.23844840943445453, + "TN": 107624811, + "TP": 119729, + "n_pred": 365462, + "n_ref": 256384 + }, + "8": { + "Dice": 0.7396821025298029, + "FN": 5570, + "FP": 20896, + "IoU": 0.5869012127928575, + "TN": 108062861, + "TP": 37601, + "n_pred": 58497, + "n_ref": 43171 + }, + "9": { + "Dice": 0.46040580995675795, + "FN": 40976, + "FP": 7690, + "IoU": 0.2990436135276834, + "TN": 108057500, + "TP": 20762, + "n_pred": 28452, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.016388394120486743, + "FN": 122524, + "FP": 113830, + "IoU": 0.008261896669645817, + "TN": 62331837, + "TP": 1969, + "n_pred": 115799, + "n_ref": 124493 + }, + "10": { + "Dice": 0.4330335241210139, + "FN": 33990, + "FP": 31883, + "IoU": 0.2763514923815487, + "TN": 62479131, + "TP": 25156, + "n_pred": 57039, + "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": 0.3511197815060476, + "FN": 30460, + "FP": 11117, + "IoU": 0.21294438344754477, + "TN": 62517334, + "TP": 11249, + "n_pred": 22366, + "n_ref": 41709 + }, + "14": { + "Dice": 0.1612030355809903, + "FN": 323338, + "FP": 290, + "IoU": 0.08766766462001657, + "TN": 62215434, + "TP": 31098, + "n_pred": 31388, + "n_ref": 354436 + }, + "15": { + "Dice": 0.018784802641304884, + "FN": 90386, + "FP": 9173, + "IoU": 0.009481454950652658, + "TN": 62469648, + "TP": 953, + "n_pred": 10126, + "n_ref": 91339 + }, + "2": { + "Dice": 0.40403318536435645, + "FN": 122914, + "FP": 7179, + "IoU": 0.2531588888059659, + "TN": 62395969, + "TP": 44098, + "n_pred": 51277, + "n_ref": 167012 + }, + "3": { + "Dice": 0.3511743015646281, + "FN": 147311, + "FP": 48005, + "IoU": 0.21298449065772668, + "TN": 62321987, + "TP": 52857, + "n_pred": 100862, + "n_ref": 200168 + }, + "4": { + "Dice": 0.7662356477960085, + "FN": 2325, + "FP": 10583, + "IoU": 0.6210551037782932, + "TN": 62536097, + "TP": 21155, + "n_pred": 31738, + "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": 0.8482260227938695, + "FN": 126702, + "FP": 349557, + "IoU": 0.7364518035486612, + "TN": 60763056, + "TP": 1330845, + "n_pred": 1680402, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.40401270795186, + "FN": 122859, + "FP": 67550, + "IoU": 0.2531428100742507, + "TN": 62315213, + "TP": 64538, + "n_pred": 132088, + "n_ref": 187397 + }, + "8": { + "Dice": 0.7704099872728053, + "FN": 16250, + "FP": 15860, + "IoU": 0.6265584294752512, + "TN": 62484176, + "TP": 53874, + "n_pred": 69734, + "n_ref": 70124 + }, + "9": { + "Dice": 0.4966745209104732, + "FN": 28201, + "FP": 15162, + "IoU": 0.33038389079341546, + "TN": 62505402, + "TP": 21395, + "n_pred": 36557, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.41319509800430376, + "FN": 199485, + "FP": 31215, + "IoU": 0.2603943922057687, + "TN": 55069325, + "TP": 81223, + "n_pred": 112438, + "n_ref": 280708 + }, + "10": { + "Dice": 0.6413290307159077, + "FN": 30958, + "FP": 20059, + "IoU": 0.4720267417311752, + "TN": 55284620, + "TP": 45611, + "n_pred": 65670, + "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": 0.2613574360069271, + "FN": 43854, + "FP": 18418, + "IoU": 0.15032269508384613, + "TN": 55307959, + "TP": 11017, + "n_pred": 29435, + "n_ref": 54871 + }, + "14": { + "Dice": 0.7184316860374342, + "FN": 37668, + "FP": 7417, + "IoU": 0.5605878970400475, + "TN": 55278645, + "TP": 57518, + "n_pred": 64935, + "n_ref": 95186 + }, + "15": { + "Dice": 0.666276966666896, + "FN": 39417, + "FP": 9110, + "IoU": 0.49956171559983087, + "TN": 55284279, + "TP": 48442, + "n_pred": 57552, + "n_ref": 87859 + }, + "2": { + "Dice": 0.4021083356136716, + "FN": 133650, + "FP": 49886, + "IoU": 0.2516493105107358, + "TN": 55135994, + "TP": 61718, + "n_pred": 111604, + "n_ref": 195368 + }, + "3": { + "Dice": 0.4281050078880763, + "FN": 127310, + "FP": 23855, + "IoU": 0.2723496226124461, + "TN": 55173504, + "TP": 56579, + "n_pred": 80434, + "n_ref": 183889 + }, + "4": { + "Dice": 0.2045224092476171, + "FN": 5392, + "FP": 10298, + "IoU": 0.1139097532049472, + "TN": 55363541, + "TP": 2017, + "n_pred": 12315, + "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": 0.869575405570932, + "FN": 110917, + "FP": 305412, + "IoU": 0.769246714779874, + "TN": 53577031, + "TP": 1387888, + "n_pred": 1693300, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.43950293844395955, + "FN": 113518, + "FP": 43943, + "IoU": 0.2816429131918466, + "TN": 55162052, + "TP": 61735, + "n_pred": 105678, + "n_ref": 175253 + }, + "8": { + "Dice": 0.8231431756003648, + "FN": 6434, + "FP": 11020, + "IoU": 0.6994420719107315, + "TN": 55323176, + "TP": 40618, + "n_pred": 51638, + "n_ref": 47052 + }, + "9": { + "Dice": 0.7059365357159305, + "FN": 20260, + "FP": 5280, + "IoU": 0.5455192540394335, + "TN": 55325052, + "TP": 30656, + "n_pred": 35936, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4812148010575621, + "FN": 188725, + "FP": 26920, + "IoU": 0.31684190851520155, + "TN": 110830956, + "TP": 100014, + "n_pred": 126934, + "n_ref": 288739 + }, + "10": { + "Dice": 0.710041068983989, + "FN": 22627, + "FP": 26089, + "IoU": 0.5504369572640108, + "TN": 111038252, + "TP": 59647, + "n_pred": 85736, + "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": 0.14607511936074993, + "FN": 56735, + "FP": 11766, + "IoU": 0.07879236148466917, + "TN": 111072255, + "TP": 5859, + "n_pred": 17625, + "n_ref": 62594 + }, + "14": { + "Dice": 0.6578241009622177, + "FN": 20162, + "FP": 1637, + "IoU": 0.49011765256239326, + "TN": 111103862, + "TP": 20954, + "n_pred": 22591, + "n_ref": 41116 + }, + "15": { + "Dice": 0.0, + "FN": 25364, + "FP": 1531, + "IoU": 0.0, + "TN": 111119720, + "TP": 0, + "n_pred": 1531, + "n_ref": 25364 + }, + "2": { + "Dice": 0.6187599595596369, + "FN": 45417, + "FP": 90712, + "IoU": 0.44797424158248816, + "TN": 110900016, + "TP": 110470, + "n_pred": 201182, + "n_ref": 155887 + }, + "3": { + "Dice": 0.12764603838628183, + "FN": 227306, + "FP": 8541, + "IoU": 0.0681740958190769, + "TN": 110893513, + "TP": 17255, + "n_pred": 25796, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8535067244637101, + "FN": 3480, + "FP": 1792, + "IoU": 0.744449830344159, + "TN": 111125985, + "TP": 15358, + "n_pred": 17150, + "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": 0.9226671148271081, + "FN": 66977, + "FP": 190707, + "IoU": 0.8564364158242855, + "TN": 109351703, + "TP": 1537228, + "n_pred": 1727935, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.19056595927532816, + "FN": 330582, + "FP": 78183, + "IoU": 0.10531799169590464, + "TN": 110689732, + "TP": 48118, + "n_pred": 126301, + "n_ref": 378700 + }, + "8": { + "Dice": 0.7897749681665033, + "FN": 10462, + "FP": 26850, + "IoU": 0.6525852196016723, + "TN": 111039216, + "TP": 70087, + "n_pred": 96937, + "n_ref": 80549 + }, + "9": { + "Dice": 0.3363810456292926, + "FN": 44173, + "FP": 1916, + "IoU": 0.20219837285788472, + "TN": 111088845, + "TP": 11681, + "n_pred": 13597, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8484814461348453, + "FN": 51051, + "FP": 2929, + "IoU": 0.7368369734789392, + "TN": 96915905, + "TP": 151140, + "n_pred": 154069, + "n_ref": 202191 + }, + "10": { + "Dice": 0.45471298207556043, + "FN": 33317, + "FP": 65218, + "IoU": 0.29425794483558826, + "TN": 96981406, + "TP": 41084, + "n_pred": 106302, + "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": 0.36337961873381974, + "FN": 38247, + "FP": 7738, + "IoU": 0.22203048605119355, + "TN": 97061916, + "TP": 13124, + "n_pred": 20862, + "n_ref": 51371 + }, + "14": { + "Dice": 0.7889697800009559, + "FN": 34255, + "FP": 18733, + "IoU": 0.6514864509339647, + "TN": 96968985, + "TP": 99052, + "n_pred": 117785, + "n_ref": 133307 + }, + "15": { + "Dice": 0.6599554909254514, + "FN": 27427, + "FP": 14898, + "IoU": 0.49248773936712353, + "TN": 97037628, + "TP": 41072, + "n_pred": 55970, + "n_ref": 68499 + }, + "2": { + "Dice": 0.5535751596258929, + "FN": 89235, + "FP": 36826, + "IoU": 0.382719616100284, + "TN": 96916805, + "TP": 78159, + "n_pred": 114985, + "n_ref": 167394 + }, + "3": { + "Dice": 0.29395595321542994, + "FN": 179795, + "FP": 12590, + "IoU": 0.17230267516800468, + "TN": 96888591, + "TP": 40049, + "n_pred": 52639, + "n_ref": 219844 + }, + "4": { + "Dice": 0.724886396596732, + "FN": 2238, + "FP": 9144, + "IoU": 0.5684876976153467, + "TN": 97094648, + "TP": 14995, + "n_pred": 24139, + "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": 0.887427738674195, + "FN": 55871, + "FP": 332754, + "IoU": 0.7976360453357745, + "TN": 95200599, + "TP": 1531801, + "n_pred": 1864555, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.3316003001780619, + "FN": 240821, + "FP": 105650, + "IoU": 0.1987535122509626, + "TN": 96688610, + "TP": 85944, + "n_pred": 191594, + "n_ref": 326765 + }, + "8": { + "Dice": 0.6819276095161002, + "FN": 35241, + "FP": 25271, + "IoU": 0.5173673422183939, + "TN": 96995646, + "TP": 64867, + "n_pred": 90138, + "n_ref": 100108 + }, + "9": { + "Dice": 0.49652225755166934, + "FN": 60466, + "FP": 10472, + "IoU": 0.3302491573590642, + "TN": 97015108, + "TP": 34979, + "n_pred": 45451, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5693305951388913, + "FN": 115492, + "FP": 8027, + "IoU": 0.39794699824042346, + "TN": 78851242, + "TP": 81644, + "n_pred": 89671, + "n_ref": 197136 + }, + "10": { + "Dice": 0.15113934986860578, + "FN": 84615, + "FP": 9707, + "IoU": 0.08174729115353538, + "TN": 78953686, + "TP": 8397, + "n_pred": 18104, + "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": 0.32154709323146713, + "FN": 52007, + "FP": 4827, + "IoU": 0.19157349719780375, + "TN": 78986103, + "TP": 13468, + "n_pred": 18295, + "n_ref": 65475 + }, + "14": { + "Dice": 0.38177665080994994, + "FN": 28769, + "FP": 732, + "IoU": 0.23592333592333592, + "TN": 79017795, + "TP": 9109, + "n_pred": 9841, + "n_ref": 37878 + }, + "15": { + "Dice": 0.10585105213395193, + "FN": 36125, + "FP": 4540, + "IoU": 0.05588317236255572, + "TN": 79013333, + "TP": 2407, + "n_pred": 6947, + "n_ref": 38532 + }, + "2": { + "Dice": 0.4001663582995196, + "FN": 75222, + "FP": 37275, + "IoU": 0.25012998093612937, + "TN": 78906383, + "TP": 37525, + "n_pred": 74800, + "n_ref": 112747 + }, + "3": { + "Dice": 0.6065019333942913, + "FN": 66326, + "FP": 5112, + "IoU": 0.43523701103627105, + "TN": 78929913, + "TP": 55054, + "n_pred": 60166, + "n_ref": 121380 + }, + "4": { + "Dice": 0.1525607638888889, + "FN": 5670, + "FP": 25570, + "IoU": 0.0825795841653941, + "TN": 79022353, + "TP": 2812, + "n_pred": 28382, + "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": 0.8197020451974959, + "FN": 180801, + "FP": 319753, + "IoU": 0.6944873892750703, + "TN": 77417998, + "TP": 1137853, + "n_pred": 1457606, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.4758721094589246, + "FN": 305631, + "FP": 65179, + "IoU": 0.3122258390599931, + "TN": 78517260, + "TP": 168335, + "n_pred": 233514, + "n_ref": 473966 + }, + "8": { + "Dice": 0.6603197762781932, + "FN": 4373, + "FP": 23564, + "IoU": 0.4928935760832078, + "TN": 79001314, + "TP": 27154, + "n_pred": 50718, + "n_ref": 31527 + }, + "9": { + "Dice": 0.6387126669194153, + "FN": 33385, + "FP": 9498, + "IoU": 0.4691975392689599, + "TN": 78975616, + "TP": 37906, + "n_pred": 47404, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7616548454054479, + "FN": 78572, + "FP": 18342, + "IoU": 0.6150586067055127, + "TN": 122460177, + "TP": 154849, + "n_pred": 173191, + "n_ref": 233421 + }, + "10": { + "Dice": 0.6547396681778445, + "FN": 41868, + "FP": 30405, + "IoU": 0.48670108877067636, + "TN": 122571139, + "TP": 68528, + "n_pred": 98933, + "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": 0.06740433913622802, + "FN": 51473, + "FP": 12919, + "IoU": 0.03487762106746204, + "TN": 122645221, + "TP": 2327, + "n_pred": 15246, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7799850711693392, + "FN": 31937, + "FP": 10802, + "IoU": 0.6393242023004801, + "TN": 122593443, + "TP": 75758, + "n_pred": 86560, + "n_ref": 107695 + }, + "15": { + "Dice": 0.4665946659466595, + "FN": 35536, + "FP": 24, + "IoU": 0.3042865807133215, + "TN": 122660827, + "TP": 15553, + "n_pred": 15577, + "n_ref": 51089 + }, + "2": { + "Dice": 0.7178812173427466, + "FN": 46951, + "FP": 23779, + "IoU": 0.5599178695868592, + "TN": 122551220, + "TP": 89990, + "n_pred": 113769, + "n_ref": 136941 + }, + "3": { + "Dice": 0.5046116993338929, + "FN": 94480, + "FP": 6441, + "IoU": 0.3374452636209059, + "TN": 122559619, + "TP": 51400, + "n_pred": 57841, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7217559418777715, + "FN": 18436, + "FP": 17832, + "IoU": 0.5646464282713337, + "TN": 122628633, + "TP": 47039, + "n_pred": 64871, + "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": 0.8660731878173613, + "FN": 80079, + "FP": 424265, + "IoU": 0.7637822639984151, + "TN": 120576859, + "TP": 1630737, + "n_pred": 2055002, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.40395049198277805, + "FN": 389510, + "FP": 131991, + "IoU": 0.2530939610291959, + "TN": 122013725, + "TP": 176714, + "n_pred": 308705, + "n_ref": 566224 + }, + "8": { + "Dice": 0.7145468247849551, + "FN": 53962, + "FP": 11944, + "IoU": 0.5558715311939836, + "TN": 122563546, + "TP": 82488, + "n_pred": 94432, + "n_ref": 136450 + }, + "9": { + "Dice": 0.4009990375514035, + "FN": 49539, + "FP": 25768, + "IoU": 0.2507809857333307, + "TN": 122611426, + "TP": 25207, + "n_pred": 50975, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/loop_002/summary_cross_val.json b/nnActive_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/loop_002/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..6c3933c273911bfd0d09c5dd8a5cc7cc8f922d2f --- /dev/null +++ b/nnActive_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/loop_002/summary_cross_val.json @@ -0,0 +1,21588 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.21549152130867638, + "FN": 601.3925925925926, + "FP": 464.2864197530864, + "IoU": 0.16988230491063808, + "TN": 244602.03456790128, + "TP": 955.1012345679013, + "n_pred": 1419.3876543209878, + "n_ref": 1556.4938271604935 + }, + "mean": { + "1": { + "Dice": 0.04281482586449938, + "FN": 1974.3703703703704, + "FP": 277.51851851851853, + "IoU": 0.024421470884149695, + "TN": 244031.8148148148, + "TP": 339.1111111111111, + "n_pred": 616.6296296296297, + "n_ref": 2313.4814814814813 + }, + "10": { + "Dice": 0.32049383825579475, + "FN": 485.5925925925926, + "FP": 195.59259259259258, + "IoU": 0.2562472913741924, + "TN": 245306.62962962964, + "TP": 635.0, + "n_pred": 830.5925925925926, + "n_ref": 1120.5925925925926 + }, + "11": { + "Dice": 0.0, + "FN": 73.62962962962963, + "FP": 0.0, + "IoU": 0.0, + "TN": 246549.1851851852, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 73.62962962962963 + }, + "12": { + "Dice": 0.0, + "FN": 278.55555555555554, + "FP": 0.0, + "IoU": 0.0, + "TN": 246344.25925925927, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 278.55555555555554 + }, + "13": { + "Dice": 0.04131290122178505, + "FN": 1353.7037037037037, + "FP": 1.2962962962962963, + "IoU": 0.022516930022573364, + "TN": 245179.14814814815, + "TP": 88.66666666666667, + "n_pred": 89.96296296296296, + "n_ref": 1442.3703703703704 + }, + "14": { + "Dice": 0.23722967612872073, + "FN": 69.88888888888889, + "FP": 863.0, + "IoU": 0.1841400728207325, + "TN": 244925.7037037037, + "TP": 764.2222222222222, + "n_pred": 1627.2222222222222, + "n_ref": 834.1111111111111 + }, + "15": { + "Dice": 0.0054473423572136016, + "FN": 297.1111111111111, + "FP": 149.1851851851852, + "IoU": 0.0027385892116182572, + "TN": 246174.07407407407, + "TP": 2.4444444444444446, + "n_pred": 151.62962962962962, + "n_ref": 299.55555555555554 + }, + "2": { + "Dice": 0.0654675729394155, + "FN": 400.22222222222223, + "FP": 994.1481481481482, + "IoU": 0.040734068215823385, + "TN": 244932.0, + "TP": 296.44444444444446, + "n_pred": 1290.5925925925926, + "n_ref": 696.6666666666666 + }, + "3": { + "Dice": 0.45037032136792715, + "FN": 776.925925925926, + "FP": 326.51851851851853, + "IoU": 0.36237967587682063, + "TN": 244385.44444444444, + "TP": 1133.9259259259259, + "n_pred": 1460.4444444444443, + "n_ref": 1910.851851851852 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 484.77777777777777, + "IoU": 0.0, + "TN": 246138.03703703705, + "TP": 0.0, + "n_pred": 484.77777777777777, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.4202731610992266, + "FN": 260.0740740740741, + "FP": 0.8888888888888888, + "IoU": 0.2660416666666667, + "TN": 246267.25925925927, + "TP": 94.5925925925926, + "n_pred": 95.48148148148148, + "n_ref": 354.6666666666667 + }, + "6": { + "Dice": 0.5797275020144775, + "FN": 1017.9629629629629, + "FP": 2044.037037037037, + "IoU": 0.5153967046923644, + "TN": 235996.74074074073, + "TP": 7564.074074074074, + "n_pred": 9608.111111111111, + "n_ref": 8582.037037037036 + }, + "7": { + "Dice": 0.29788361453626827, + "FN": 475.6666666666667, + "FP": 903.7037037037037, + "IoU": 0.23393255267903149, + "TN": 243938.4814814815, + "TP": 1304.962962962963, + "n_pred": 2208.6666666666665, + "n_ref": 1780.6296296296296 + }, + "8": { + "Dice": 0.5817427326078501, + "FN": 1385.2962962962963, + "FP": 345.22222222222223, + "IoU": 0.5092173602578488, + "TN": 243028.2962962963, + "TP": 1864.0, + "n_pred": 2209.222222222222, + "n_ref": 3249.296296296296 + }, + "9": { + "Dice": 0.18960933123696663, + "FN": 171.88888888888889, + "FP": 378.4074074074074, + "IoU": 0.1304681909577505, + "TN": 245833.44444444444, + "TP": 239.07407407407408, + "n_pred": 617.4814814814815, + "n_ref": 410.962962962963 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.005458340022475518, + "FN": 6195, + "FP": 0, + "IoU": 0.002736638763683194, + "TN": 344252, + "TP": 17, + "n_pred": 17, + "n_ref": 6212 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.008754476721050538, + "FN": 645, + "FP": 1846, + "IoU": 0.004396482813749001, + "TN": 347962, + "TP": 11, + "n_pred": 1857, + "n_ref": 656 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4202731610992266, + "FN": 7022, + "FP": 24, + "IoU": 0.2660416666666667, + "TN": 340864, + "TP": 2554, + "n_pred": 2578, + "n_ref": 9576 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2990, + "IoU": 0.0, + "TN": 347474, + "TP": 0, + "n_pred": 2990, + "n_ref": 0 + }, + "7": { + "Dice": 0.15469613259668508, + "FN": 612, + "FP": 0, + "IoU": 0.08383233532934131, + "TN": 349796, + "TP": 56, + "n_pred": 56, + "n_ref": 668 + }, + "8": { + "Dice": 0.44996270362617, + "FN": 22501, + "FP": 358, + "IoU": 0.2902915334223354, + "TN": 318255, + "TP": 9350, + "n_pred": 9708, + "n_ref": 31851 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.7116890283861622, + "FN": 1887, + "FP": 14831, + "IoU": 0.5524202184621975, + "TN": 313112, + "TP": 20634, + "n_pred": 35465, + "n_ref": 22521 + }, + "15": { + "Dice": 0.010894684714427203, + "FN": 8022, + "FP": 3962, + "IoU": 0.0054771784232365145, + "TN": 338414, + "TP": 66, + "n_pred": 4028, + "n_ref": 8088 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 271, + "IoU": 0.0, + "TN": 350193, + "TP": 0, + "n_pred": 271, + "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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.0, + "FN": 0, + "FP": 127, + "IoU": 0.0, + "TN": 175105, + "TP": 0, + "n_pred": 127, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1988, + "FP": 0, + "IoU": 0.0, + "TN": 173244, + "TP": 0, + "n_pred": 0, + "n_ref": 1988 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8039953163254444, + "FN": 8083, + "FP": 2965, + "IoU": 0.6722342540125197, + "TN": 141525, + "TP": 22659, + "n_pred": 25624, + "n_ref": 30742 + }, + "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": 0.5557958477508651, + "FN": 1649, + "FP": 8621, + "IoU": 0.38484576220425276, + "TN": 158537, + "TP": 6425, + "n_pred": 15046, + "n_ref": 8074 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.25143061516452075, + "FN": 47113, + "FP": 7305, + "IoU": 0.14379218654121498, + "TN": 286907, + "TP": 9139, + "n_pred": 16444, + "n_ref": 56252 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 426, + "IoU": 0.0, + "TN": 350038, + "TP": 0, + "n_pred": 426, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 3057, + "FP": 7990, + "IoU": 0.0, + "TN": 339417, + "TP": 0, + "n_pred": 7990, + "n_ref": 3057 + }, + "3": { + "Dice": 0.6442797149401883, + "FN": 15854, + "FP": 6508, + "IoU": 0.47523056344308073, + "TN": 307851, + "TP": 20251, + "n_pred": 26759, + "n_ref": 36105 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8347218284517915, + "FN": 17900, + "FP": 42728, + "IoU": 0.716328383069912, + "TN": 136738, + "TP": 153098, + "n_pred": 195826, + "n_ref": 170998 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4430, + "IoU": 0.0, + "TN": 346034, + "TP": 0, + "n_pred": 4430, + "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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 78, + "IoU": 0.0, + "TN": 525618, + "TP": 0, + "n_pred": 78, + "n_ref": 0 + }, + "10": { + "Dice": 0.7631249397938542, + "FN": 1564, + "FP": 895, + "IoU": 0.6169781931464174, + "TN": 519276, + "TP": 3961, + "n_pred": 4856, + "n_ref": 5525 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.1652516048871402, + "FN": 24186, + "FP": 0, + "IoU": 0.09006772009029346, + "TN": 499116, + "TP": 2394, + "n_pred": 2394, + "n_ref": 26580 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6800, + "IoU": 0.0, + "TN": 518896, + "TP": 0, + "n_pred": 6800, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.392805437636493, + "FN": 7749, + "FP": 16996, + "IoU": 0.2444044092949403, + "TN": 492947, + "TP": 8004, + "n_pred": 25000, + "n_ref": 15753 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 142, + "IoU": 0.0, + "TN": 525554, + "TP": 0, + "n_pred": 142, + "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": 0.8586380613219838, + "FN": 737, + "FP": 5773, + "IoU": 0.7522925307256193, + "TN": 499415, + "TP": 19771, + "n_pred": 25544, + "n_ref": 20508 + }, + "7": { + "Dice": 0.48260409027947526, + "FN": 8398, + "FP": 4302, + "IoU": 0.3180475755785856, + "TN": 507073, + "TP": 5923, + "n_pred": 10225, + "n_ref": 14321 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 98, + "IoU": 0.0, + "TN": 175134, + "TP": 0, + "n_pred": 98, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 79, + "IoU": 0.0, + "TN": 175153, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 241, + "IoU": 0.0, + "TN": 174991, + "TP": 0, + "n_pred": 241, + "n_ref": 0 + }, + "7": { + "Dice": 0.4985004634931021, + "FN": 1221, + "FP": 7976, + "IoU": 0.3320017431725741, + "TN": 161464, + "TP": 4571, + "n_pred": 12547, + "n_ref": 5792 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 175222, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 6287, + "FP": 0, + "IoU": 0.0, + "TN": 168945, + "TP": 0, + "n_pred": 0, + "n_ref": 6287 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 11701, + "FP": 0, + "IoU": 0.0, + "TN": 163531, + "TP": 0, + "n_pred": 0, + "n_ref": 11701 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.017270009963467288, + "FN": 12980, + "FP": 4774, + "IoU": 0.008710217755443886, + "TN": 157322, + "TP": 156, + "n_pred": 4930, + "n_ref": 13136 + }, + "9": { + "Dice": 0.013032145960034752, + "FN": 2964, + "FP": 1580, + "IoU": 0.006558810668998688, + "TN": 170658, + "TP": 30, + "n_pred": 1610, + "n_ref": 2994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 175166, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.8413173652694611, + "FN": 62, + "FP": 44, + "IoU": 0.7260981912144703, + "TN": 350077, + "TP": 281, + "n_pred": 325, + "n_ref": 343 + }, + "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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.7695782393086856, + "FN": 3443, + "FP": 1250, + "IoU": 0.6254588986432562, + "TN": 162702, + "TP": 7837, + "n_pred": 9087, + "n_ref": 11280 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 4242, + "FP": 0, + "IoU": 0.0, + "TN": 170990, + "TP": 0, + "n_pred": 0, + "n_ref": 4242 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 195, + "IoU": 0.0, + "TN": 175037, + "TP": 0, + "n_pred": 195, + "n_ref": 0 + }, + "3": { + "Dice": 0.8152436082971539, + "FN": 4168, + "FP": 45, + "IoU": 0.6881107491856677, + "TN": 161724, + "TP": 9295, + "n_pred": 9340, + "n_ref": 13463 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1063, + "IoU": 0.0, + "TN": 174169, + "TP": 0, + "n_pred": 1063, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9426030719482619, + "FN": 8, + "FP": 63, + "IoU": 0.8914373088685015, + "TN": 174578, + "TP": 583, + "n_pred": 646, + "n_ref": 591 + }, + "7": { + "Dice": 0.9493846153846154, + "FN": 2312, + "FP": 320, + "IoU": 0.9036462146727193, + "TN": 147916, + "TP": 24684, + "n_pred": 25004, + "n_ref": 26996 + }, + "8": { + "Dice": 0.9283859505261719, + "FN": 409, + "FP": 1687, + "IoU": 0.8663435786251754, + "TN": 159550, + "TP": 13586, + "n_pred": 15273, + "n_ref": 13995 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 350416, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "10": { + "Dice": 0.7107536886880234, + "FN": 1817, + "FP": 2535, + "IoU": 0.5512939478296731, + "TN": 340765, + "TP": 5347, + "n_pred": 7882, + "n_ref": 7164 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3279, + "FP": 0, + "IoU": 0.0, + "TN": 347185, + "TP": 0, + "n_pred": 0, + "n_ref": 3279 + }, + "13": { + "Dice": 0.0, + "FN": 663, + "FP": 6, + "IoU": 0.0, + "TN": 349795, + "TP": 0, + "n_pred": 6, + "n_ref": 663 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1670, + "IoU": 0.0, + "TN": 348794, + "TP": 0, + "n_pred": 1670, + "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": 1311, + "IoU": 0.0, + "TN": 349153, + "TP": 0, + "n_pred": 1311, + "n_ref": 0 + }, + "3": { + "Dice": 0.7835738068812431, + "FN": 310, + "FP": 275, + "IoU": 0.6441605839416058, + "TN": 348820, + "TP": 1059, + "n_pred": 1334, + "n_ref": 1369 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 12026, + "IoU": 0.0, + "TN": 338438, + "TP": 0, + "n_pred": 12026, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9362718748133548, + "FN": 695, + "FP": 372, + "IoU": 0.8801796743402582, + "TN": 341559, + "TP": 7838, + "n_pred": 8210, + "n_ref": 8533 + }, + "7": { + "Dice": 0.0, + "FN": 300, + "FP": 6943, + "IoU": 0.0, + "TN": 343221, + "TP": 0, + "n_pred": 6943, + "n_ref": 300 + }, + "8": { + "Dice": 0.9313522663155915, + "FN": 1513, + "FP": 2502, + "IoU": 0.8715241112284406, + "TN": 319213, + "TP": 27236, + "n_pred": 29738, + "n_ref": 28749 + }, + "9": { + "Dice": 0.0, + "FN": 28, + "FP": 16, + "IoU": 0.0, + "TN": 350420, + "TP": 0, + "n_pred": 16, + "n_ref": 28 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.20715709850185152, + "FN": 789.3012345679012, + "FP": 478.7407407407407, + "IoU": 0.158826149999512, + "TN": 264214.85679012345, + "TP": 610.1382716049382, + "n_pred": 1088.8790123456788, + "n_ref": 1399.4395061728394 + }, + "mean": { + "1": { + "Dice": 0.28662144894136327, + "FN": 653.1481481481482, + "FP": 73.11111111111111, + "IoU": 0.23769908159644726, + "TN": 263644.25925925927, + "TP": 1722.5185185185185, + "n_pred": 1795.6296296296296, + "n_ref": 2375.6666666666665 + }, + "10": { + "Dice": 0.09685509773433879, + "FN": 699.8888888888889, + "FP": 969.2592592592592, + "IoU": 0.06143637172999958, + "TN": 264108.25925925927, + "TP": 315.6296296296296, + "n_pred": 1284.888888888889, + "n_ref": 1015.5185185185185 + }, + "11": { + "Dice": 0.0, + "FN": 83.81481481481481, + "FP": 0.0, + "IoU": 0.0, + "TN": 266009.22222222225, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 83.81481481481481 + }, + "12": { + "Dice": 0.0, + "FN": 63.888888888888886, + "FP": 0.0, + "IoU": 0.0, + "TN": 266029.14814814815, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 63.888888888888886 + }, + "13": { + "Dice": 0.08351633119542229, + "FN": 915.5555555555555, + "FP": 9.962962962962964, + "IoU": 0.049109033573158156, + "TN": 265050.5925925926, + "TP": 116.92592592592592, + "n_pred": 126.88888888888889, + "n_ref": 1032.4814814814815 + }, + "14": { + "Dice": 0.14838646769275932, + "FN": 73.18518518518519, + "FP": 717.5185185185185, + "IoU": 0.09457095274268162, + "TN": 265100.2962962963, + "TP": 202.03703703703704, + "n_pred": 919.5555555555555, + "n_ref": 275.22222222222223 + }, + "15": { + "Dice": 0.09626557045689875, + "FN": 1208.851851851852, + "FP": 314.0, + "IoU": 0.05625606910445382, + "TN": 264282.6666666667, + "TP": 287.51851851851853, + "n_pred": 601.5185185185185, + "n_ref": 1496.3703703703704 + }, + "2": { + "Dice": 0.10298908500809349, + "FN": 1572.2222222222222, + "FP": 2979.5555555555557, + "IoU": 0.06436204184899878, + "TN": 260833.40740740742, + "TP": 707.8518518518518, + "n_pred": 3687.4074074074074, + "n_ref": 2280.074074074074 + }, + "3": { + "Dice": 0.1628695983999364, + "FN": 3852.740740740741, + "FP": 94.55555555555556, + "IoU": 0.10494179007679488, + "TN": 260883.66666666666, + "TP": 1262.0740740740741, + "n_pred": 1356.6296296296296, + "n_ref": 5114.814814814815 + }, + "4": { + "Dice": 0.6718599111568918, + "FN": 17.14814814814815, + "FP": 171.62962962962962, + "IoU": 0.5058652447891421, + "TN": 265711.0, + "TP": 193.25925925925927, + "n_pred": 364.8888888888889, + "n_ref": 210.40740740740742 + }, + "5": { + "Dice": 0.0, + "FN": 518.5185185185185, + "FP": 0.0, + "IoU": 0.0, + "TN": 265574.51851851854, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 518.5185185185185 + }, + "6": { + "Dice": 0.32211635936049937, + "FN": 524.5925925925926, + "FP": 1416.962962962963, + "IoU": 0.2718677266033488, + "TN": 261936.92592592593, + "TP": 2214.5555555555557, + "n_pred": 3631.5185185185187, + "n_ref": 2739.1481481481483 + }, + "7": { + "Dice": 0.27859634647436426, + "FN": 141.7037037037037, + "FP": 239.5185185185185, + "IoU": 0.21539872855606973, + "TN": 265220.4074074074, + "TP": 491.4074074074074, + "n_pred": 730.925925925926, + "n_ref": 633.1111111111111 + }, + "8": { + "Dice": 0.5527998229759902, + "FN": 595.8148148148148, + "FP": 141.92592592592592, + "IoU": 0.4880632343831954, + "TN": 263849.14814814815, + "TP": 1506.148148148148, + "n_pred": 1648.0740740740741, + "n_ref": 2101.962962962963 + }, + "9": { + "Dice": 0.3044804381312142, + "FN": 918.4444444444445, + "FP": 53.111111111111114, + "IoU": 0.2328219749883901, + "TN": 264989.3333333333, + "TP": 132.14814814814815, + "n_pred": 185.25925925925927, + "n_ref": 1050.5925925925926 + } + }, + "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": 0.05419290686112032, + "FN": 5379, + "FP": 6035, + "IoU": 0.02785112000681373, + "TN": 338723, + "TP": 327, + "n_pred": 6362, + "n_ref": 5706 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.01974418405013306, + "FN": 11419, + "FP": 0, + "IoU": 0.009970521935148257, + "TN": 338930, + "TP": 115, + "n_pred": 115, + "n_ref": 11534 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.6285714285714286, + "FN": 11, + "FP": 28, + "IoU": 0.4583333333333333, + "TN": 350392, + "TP": 33, + "n_pred": 61, + "n_ref": 44 + }, + "8": { + "Dice": 0.5833639368343738, + "FN": 11329, + "FP": 2285, + "IoU": 0.4117952041477641, + "TN": 327319, + "TP": 9531, + "n_pred": 11816, + "n_ref": 20860 + }, + "9": { + "Dice": 0.0, + "FN": 13903, + "FP": 0, + "IoU": 0.0, + "TN": 336561, + "TP": 0, + "n_pred": 0, + "n_ref": 13903 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.0, + "FN": 0, + "FP": 646, + "IoU": 0.0, + "TN": 349818, + "TP": 0, + "n_pred": 646, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5238413051538747, + "FN": 5280, + "FP": 1141, + "IoU": 0.3548678790314478, + "TN": 515743, + "TP": 3532, + "n_pred": 4673, + "n_ref": 8812 + }, + "10": { + "Dice": 0.19803812696650008, + "FN": 1821, + "FP": 6845, + "IoU": 0.1099013968775678, + "TN": 515960, + "TP": 1070, + "n_pred": 7915, + "n_ref": 2891 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1447, + "FP": 0, + "IoU": 0.0, + "TN": 524249, + "TP": 0, + "n_pred": 0, + "n_ref": 1447 + }, + "13": { + "Dice": 0.0, + "FN": 60, + "FP": 0, + "IoU": 0.0, + "TN": 525636, + "TP": 0, + "n_pred": 0, + "n_ref": 60 + }, + "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": 2081, + "IoU": 0.0, + "TN": 523615, + "TP": 0, + "n_pred": 2081, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 19991, + "IoU": 0.0, + "TN": 505705, + "TP": 0, + "n_pred": 19991, + "n_ref": 0 + }, + "3": { + "Dice": 0.5727652592991361, + "FN": 31890, + "FP": 1442, + "IoU": 0.401311180960934, + "TN": 470021, + "TP": 22343, + "n_pred": 23785, + "n_ref": 54233 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 6776, + "IoU": 0.0, + "TN": 518920, + "TP": 0, + "n_pred": 6776, + "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": 27, + "FP": 0, + "IoU": 0.0, + "TN": 525669, + "TP": 0, + "n_pred": 0, + "n_ref": 27 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0038.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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.0, + "FN": 410, + "FP": 0, + "IoU": 0.0, + "TN": 350054, + "TP": 0, + "n_pred": 0, + "n_ref": 410 + }, + "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": 0.3143211407315561, + "FN": 13241, + "FP": 31, + "IoU": 0.18646561235748438, + "TN": 334150, + "TP": 3042, + "n_pred": 3073, + "n_ref": 16283 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.6718599111568918, + "FN": 463, + "FP": 4634, + "IoU": 0.5058652447891421, + "TN": 340149, + "TP": 5218, + "n_pred": 9852, + "n_ref": 5681 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9248745294855709, + "FN": 2772, + "FP": 4892, + "IoU": 0.8602479941648432, + "TN": 295624, + "TP": 47176, + "n_pred": 52068, + "n_ref": 49948 + }, + "7": { + "Dice": 0.7644103038003928, + "FN": 2305, + "FP": 5853, + "IoU": 0.6186603094470153, + "TN": 329071, + "TP": 13235, + "n_pred": 19088, + "n_ref": 15540 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.4112327463112803, + "FN": 568, + "FP": 669, + "IoU": 0.25883762732174953, + "TN": 348795, + "TP": 432, + "n_pred": 1101, + "n_ref": 1000 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 3871, + "FP": 0, + "IoU": 0.0, + "TN": 171361, + "TP": 0, + "n_pred": 0, + "n_ref": 3871 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 4153, + "IoU": 0.0, + "TN": 171079, + "TP": 0, + "n_pred": 4153, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 432, + "IoU": 0.0, + "TN": 350032, + "TP": 0, + "n_pred": 432, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 350401, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.43708236051847676, + "FN": 1581, + "FP": 12403, + "IoU": 0.2796579611600474, + "TN": 331051, + "TP": 5429, + "n_pred": 17832, + "n_ref": 7010 + }, + "15": { + "Dice": 0.28879671137069624, + "FN": 32639, + "FP": 5596, + "IoU": 0.16876820731336145, + "TN": 304466, + "TP": 7763, + "n_pred": 13359, + "n_ref": 40402 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9092659395529414, + "FN": 8484, + "FP": 93, + "IoU": 0.8336275289507885, + "TN": 474143, + "TP": 42976, + "n_pred": 43069, + "n_ref": 51460 + }, + "10": { + "Dice": 0.5226097480470899, + "FN": 11287, + "FP": 1730, + "IoU": 0.3537384569556151, + "TN": 505554, + "TP": 7125, + "n_pred": 8855, + "n_ref": 18412 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 278, + "FP": 0, + "IoU": 0.0, + "TN": 525418, + "TP": 0, + "n_pred": 0, + "n_ref": 278 + }, + "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": 979, + "IoU": 0.0, + "TN": 524717, + "TP": 0, + "n_pred": 979, + "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": 14984, + "IoU": 0.0, + "TN": 510712, + "TP": 0, + "n_pred": 14984, + "n_ref": 0 + }, + "3": { + "Dice": 0.13235879077167859, + "FN": 17442, + "FP": 8, + "IoU": 0.07086949576699857, + "TN": 506915, + "TP": 1331, + "n_pred": 1339, + "n_ref": 18773 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 3553, + "IoU": 0.0, + "TN": 522143, + "TP": 0, + "n_pred": 3553, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 1428, + "FP": 0, + "IoU": 0.0, + "TN": 524268, + "TP": 0, + "n_pred": 0, + "n_ref": 1428 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 67, + "IoU": 0.0, + "TN": 350397, + "TP": 0, + "n_pred": 67, + "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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.0, + "FN": 0, + "FP": 4215, + "IoU": 0.0, + "TN": 346249, + "TP": 0, + "n_pred": 4215, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 801, + "IoU": 0.0, + "TN": 349663, + "TP": 0, + "n_pred": 801, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 43808, + "IoU": 0.0, + "TN": 306656, + "TP": 0, + "n_pred": 43808, + "n_ref": 0 + }, + "3": { + "Dice": 0.2720935403288037, + "FN": 54692, + "FP": 963, + "IoU": 0.15747006373283678, + "TN": 284407, + "TP": 10402, + "n_pred": 11365, + "n_ref": 65094 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.9016602809706258, + "FN": 139, + "FP": 15, + "IoU": 0.8209302325581396, + "TN": 349604, + "TP": 706, + "n_pred": 721, + "n_ref": 845 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.0, + "FN": 0, + "FP": 7268, + "IoU": 0.0, + "TN": 343196, + "TP": 0, + "n_pred": 7268, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 238, + "IoU": 0.0, + "TN": 350226, + "TP": 0, + "n_pred": 238, + "n_ref": 0 + }, + "14": { + "Dice": 0.00807704255980118, + "FN": 395, + "FP": 5991, + "IoU": 0.004054897067997504, + "TN": 344052, + "TP": 26, + "n_pred": 6017, + "n_ref": 421 + }, + "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": 110, + "IoU": 0.0, + "TN": 350354, + "TP": 0, + "n_pred": 110, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 350453, + "TP": 0, + "n_pred": 11, + "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": 14000, + "FP": 0, + "IoU": 0.0, + "TN": 336464, + "TP": 0, + "n_pred": 0, + "n_ref": 14000 + }, + "6": { + "Dice": 0.2770478732623843, + "FN": 3678, + "FP": 17177, + "IoU": 0.16079835821496116, + "TN": 325613, + "TP": 3996, + "n_pred": 21173, + "n_ref": 7674 + }, + "7": { + "Dice": 0.0, + "FN": 82, + "FP": 419, + "IoU": 0.0, + "TN": 349963, + "TP": 0, + "n_pred": 419, + "n_ref": 82 + }, + "8": { + "Dice": 0.9595712454852615, + "FN": 502, + "FP": 886, + "IoU": 0.9222844344904815, + "TN": 332604, + "TP": 16472, + "n_pred": 17358, + "n_ref": 16974 + }, + "9": { + "Dice": 0.003959158157949573, + "FN": 9052, + "FP": 508, + "IoU": 0.0019835055851341477, + "TN": 340885, + "TP": 19, + "n_pred": 527, + "n_ref": 9071 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 308, + "IoU": 0.0, + "TN": 174924, + "TP": 0, + "n_pred": 308, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.1712018140589569, + "FN": 7310, + "FP": 0, + "IoU": 0.09361438313701177, + "TN": 167167, + "TP": 755, + "n_pred": 755, + "n_ref": 8065 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.0, + "FN": 2260, + "FP": 0, + "IoU": 0.0, + "TN": 348204, + "TP": 0, + "n_pred": 0, + "n_ref": 2260 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.15126050420168066, + "FN": 4, + "FP": 400, + "IoU": 0.08181818181818182, + "TN": 350024, + "TP": 36, + "n_pred": 436, + "n_ref": 40 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.8816902987165836, + "FN": 404, + "FP": 1707, + "IoU": 0.7884133507066252, + "TN": 340487, + "TP": 7866, + "n_pred": 9573, + "n_ref": 8270 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8722034745656793, + "FN": 4090, + "FP": 0, + "IoU": 0.7733695351027872, + "TN": 332417, + "TP": 13957, + "n_pred": 13957, + "n_ref": 18047 + }, + "9": { + "Dice": 0.8027298480556271, + "FN": 1275, + "FP": 257, + "IoU": 0.6704667670466767, + "TN": 345815, + "TP": 3117, + "n_pred": 3374, + "n_ref": 4392 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0401.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": 14, + "IoU": 0.0, + "TN": 175218, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.46667400584688024, + "FN": 42446, + "FP": 1155, + "IoU": 0.3043540692758109, + "TN": 112555, + "TP": 19076, + "n_pred": 20231, + "n_ref": 61522 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 62, + "IoU": 0.0, + "TN": 175170, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 167, + "IoU": 0.0, + "TN": 175065, + "TP": 0, + "n_pred": 167, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.2657824231622731, + "FN": 582.176923076923, + "FP": 435.0410256410256, + "IoU": 0.21678113684270717, + "TN": 261016.00769230773, + "TP": 814.7743589743588, + "n_pred": 1249.8153846153846, + "n_ref": 1396.951282051282 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 31.846153846153847, + "FP": 1072.7692307692307, + "IoU": 0.0, + "TN": 261743.38461538462, + "TP": 0.0, + "n_pred": 1072.7692307692307, + "n_ref": 31.846153846153847 + }, + "10": { + "Dice": 0.2849972857589834, + "FN": 339.11538461538464, + "FP": 1247.7692307692307, + "IoU": 0.19930539831588398, + "TN": 260285.38461538462, + "TP": 975.7307692307693, + "n_pred": 2223.5, + "n_ref": 1314.8461538461538 + }, + "11": { + "Dice": 0.08185172760818517, + "FN": 56.61538461538461, + "FP": 40.73076923076923, + "IoU": 0.04457435147972232, + "TN": 262741.26923076925, + "TP": 9.384615384615385, + "n_pred": 50.11538461538461, + "n_ref": 66.0 + }, + "12": { + "Dice": 0.0, + "FN": 38.46153846153846, + "FP": 11.846153846153847, + "IoU": 0.0, + "TN": 262797.6923076923, + "TP": 0.0, + "n_pred": 11.846153846153847, + "n_ref": 38.46153846153846 + }, + "13": { + "Dice": 0.1501644535313663, + "FN": 266.96153846153845, + "FP": 161.26923076923077, + "IoU": 0.10016373137873698, + "TN": 262374.96153846156, + "TP": 44.80769230769231, + "n_pred": 206.07692307692307, + "n_ref": 311.7692307692308 + }, + "14": { + "Dice": 0.14393078634663636, + "FN": 2345.6153846153848, + "FP": 15.153846153846153, + "IoU": 0.0840649237533008, + "TN": 260019.5, + "TP": 467.7307692307692, + "n_pred": 482.88461538461536, + "n_ref": 2813.346153846154 + }, + "15": { + "Dice": 0.8042992886442702, + "FN": 139.8846153846154, + "FP": 5.076923076923077, + "IoU": 0.672659371200278, + "TN": 262405.1538461539, + "TP": 297.88461538461536, + "n_pred": 302.96153846153845, + "n_ref": 437.7692307692308 + }, + "2": { + "Dice": 0.16584407275386162, + "FN": 1863.3076923076924, + "FP": 21.73076923076923, + "IoU": 0.11038111749855523, + "TN": 260683.8076923077, + "TP": 279.15384615384613, + "n_pred": 300.88461538461536, + "n_ref": 2142.4615384615386 + }, + "3": { + "Dice": 0.2537780491528011, + "FN": 208.76923076923077, + "FP": 1677.423076923077, + "IoU": 0.20488015281286587, + "TN": 260578.15384615384, + "TP": 383.65384615384613, + "n_pred": 2061.076923076923, + "n_ref": 592.4230769230769 + }, + "4": { + "Dice": 0.31906602315061594, + "FN": 338.3076923076923, + "FP": 149.23076923076923, + "IoU": 0.2770504309562997, + "TN": 261646.26923076922, + "TP": 714.1923076923077, + "n_pred": 863.4230769230769, + "n_ref": 1052.5 + }, + "5": { + "Dice": 0.0, + "FN": 275.03846153846155, + "FP": 0.0, + "IoU": 0.0, + "TN": 262572.96153846156, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 275.03846153846155 + }, + "6": { + "Dice": 0.5153983765237747, + "FN": 1248.4615384615386, + "FP": 979.3076923076923, + "IoU": 0.4585621217367389, + "TN": 253985.65384615384, + "TP": 6634.576923076923, + "n_pred": 7613.884615384615, + "n_ref": 7883.038461538462 + }, + "7": { + "Dice": 0.2978080577660866, + "FN": 1285.1538461538462, + "FP": 511.84615384615387, + "IoU": 0.25305971140687, + "TN": 260345.38461538462, + "TP": 705.6153846153846, + "n_pred": 1217.4615384615386, + "n_ref": 1990.7692307692307 + }, + "8": { + "Dice": 0.8346037941262449, + "FN": 68.73076923076923, + "FP": 170.26923076923077, + "IoU": 0.7451352924742942, + "TN": 261273.11538461538, + "TP": 1335.8846153846155, + "n_pred": 1506.1538461538462, + "n_ref": 1404.6153846153845 + }, + "9": { + "Dice": 0.1349944320712695, + "FN": 226.3846153846154, + "FP": 461.1923076923077, + "IoU": 0.10188044962706166, + "TN": 261787.42307692306, + "TP": 373.0, + "n_pred": 834.1923076923077, + "n_ref": 599.3846153846154 + } + }, + "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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 376, + "IoU": 0.0, + "TN": 525320, + "TP": 0, + "n_pred": 376, + "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": 0.8849797678757481, + "FN": 3199, + "FP": 1548, + "IoU": 0.7936894258768308, + "TN": 502687, + "TP": 18262, + "n_pred": 19810, + "n_ref": 21461 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9359797045217132, + "FN": 3129, + "FP": 2877, + "IoU": 0.8796633941093969, + "TN": 475786, + "TP": 43904, + "n_pred": 46781, + "n_ref": 47033 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8934, + "IoU": 0.0, + "TN": 516762, + "TP": 0, + "n_pred": 8934, + "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": 1219, + "IoU": 0.0, + "TN": 524477, + "TP": 0, + "n_pred": 1219, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 16195, + "IoU": 0.0, + "TN": 334269, + "TP": 0, + "n_pred": 16195, + "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": 0.8475851403163965, + "FN": 17973, + "FP": 949, + "IoU": 0.7354861256727476, + "TN": 278929, + "TP": 52613, + "n_pred": 53562, + "n_ref": 70586 + }, + "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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 777, + "FP": 3593, + "IoU": 0.0, + "TN": 346094, + "TP": 0, + "n_pred": 3593, + "n_ref": 777 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 276, + "IoU": 0.0, + "TN": 350188, + "TP": 0, + "n_pred": 276, + "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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.2878615726932727, + "FN": 59776, + "FP": 394, + "IoU": 0.1681298475066016, + "TN": 278133, + "TP": 12161, + "n_pred": 12555, + "n_ref": 71937 + }, + "15": { + "Dice": 0.8042992886442702, + "FN": 3637, + "FP": 132, + "IoU": 0.672659371200278, + "TN": 338950, + "TP": 7745, + "n_pred": 7877, + "n_ref": 11382 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0094.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": 1210, + "FP": 0, + "IoU": 0.0, + "TN": 349254, + "TP": 0, + "n_pred": 0, + "n_ref": 1210 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": 0.5653573728267869, + "FN": 3327, + "FP": 1398, + "IoU": 0.3940754039497307, + "TN": 342666, + "TP": 3073, + "n_pred": 4471, + "n_ref": 6400 + }, + "11": { + "Dice": 0.16370345521637034, + "FN": 1472, + "FP": 1021, + "IoU": 0.08914870295944465, + "TN": 347727, + "TP": 244, + "n_pred": 1265, + "n_ref": 1716 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 176, + "IoU": 0.0, + "TN": 350288, + "TP": 0, + "n_pred": 176, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4961, + "FP": 0, + "IoU": 0.0, + "TN": 345503, + "TP": 0, + "n_pred": 0, + "n_ref": 4961 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4975322182615849, + "FN": 14214, + "FP": 446, + "IoU": 0.3311433524956657, + "TN": 328546, + "TP": 7258, + "n_pred": 7704, + "n_ref": 21472 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8503, + "IoU": 0.0, + "TN": 341961, + "TP": 0, + "n_pred": 8503, + "n_ref": 0 + }, + "4": { + "Dice": 0.07221830157609974, + "FN": 5597, + "FP": 2291, + "IoU": 0.037461866992068334, + "TN": 342269, + "TP": 307, + "n_pred": 2598, + "n_ref": 5904 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8611564054002045, + "FN": 2229, + "FP": 11480, + "IoU": 0.7561674047987479, + "TN": 294241, + "TP": 42514, + "n_pred": 53994, + "n_ref": 44743 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2773, + "IoU": 0.0, + "TN": 347691, + "TP": 0, + "n_pred": 2773, + "n_ref": 0 + }, + "8": { + "Dice": 0.5590828924162258, + "FN": 3, + "FP": 497, + "IoU": 0.3880048959608323, + "TN": 349647, + "TP": 317, + "n_pred": 814, + "n_ref": 320 + }, + "9": { + "Dice": 0.6749721603563474, + "FN": 997, + "FP": 8343, + "IoU": 0.5094022481353083, + "TN": 331426, + "TP": 9698, + "n_pred": 18041, + "n_ref": 10695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0109.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": 0.0, + "FN": 0, + "FP": 301, + "IoU": 0.0, + "TN": 174931, + "TP": 0, + "n_pred": 301, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0, + "FP": 3085, + "IoU": 0.0, + "TN": 172147, + "TP": 0, + "n_pred": 3085, + "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": 179, + "FP": 0, + "IoU": 0.0, + "TN": 175053, + "TP": 0, + "n_pred": 0, + "n_ref": 179 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3921, + "IoU": 0.0, + "TN": 171311, + "TP": 0, + "n_pred": 3921, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 7151, + "FP": 0, + "IoU": 0.0, + "TN": 168081, + "TP": 0, + "n_pred": 0, + "n_ref": 7151 + }, + "6": { + "Dice": 0.5008149355460069, + "FN": 4444, + "FP": 9032, + "IoU": 0.3340581142518284, + "TN": 154996, + "TP": 6760, + "n_pred": 15792, + "n_ref": 11204 + }, + "7": { + "Dice": 0.5485838516818649, + "FN": 13751, + "FP": 1199, + "IoU": 0.37796455022052095, + "TN": 151198, + "TP": 9084, + "n_pred": 10283, + "n_ref": 22835 + }, + "8": { + "Dice": 0.9232025359012536, + "FN": 1506, + "FP": 1692, + "IoU": 0.8573595004460304, + "TN": 152812, + "TP": 19222, + "n_pred": 20914, + "n_ref": 20728 + }, + "9": { + "Dice": 0.0, + "FN": 4566, + "FP": 2214, + "IoU": 0.0, + "TN": 168452, + "TP": 0, + "n_pred": 2214, + "n_ref": 4566 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 51, + "FP": 0, + "IoU": 0.0, + "TN": 175181, + "TP": 0, + "n_pred": 0, + "n_ref": 51 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 81, + "IoU": 0.0, + "TN": 175151, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + }, + "7": { + "Dice": 0.00021172983273343214, + "FN": 18888, + "FP": 0, + "IoU": 0.00010587612493382742, + "TN": 156342, + "TP": 2, + "n_pred": 2, + "n_ref": 18890 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 102, + "IoU": 0.0, + "TN": 350362, + "TP": 0, + "n_pred": 102, + "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": 0.9721432868017672, + "FN": 913, + "FP": 430, + "IoU": 0.9457965048230214, + "TN": 325687, + "TP": 23434, + "n_pred": 23864, + "n_ref": 24347 + }, + "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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4753, + "IoU": 0.0, + "TN": 170479, + "TP": 0, + "n_pred": 4753, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 440, + "IoU": 0.0, + "TN": 174792, + "TP": 0, + "n_pred": 440, + "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": 266, + "FP": 0, + "IoU": 0.0, + "TN": 174966, + "TP": 0, + "n_pred": 0, + "n_ref": 266 + }, + "13": { + "Dice": 0.061855670103092786, + "FN": 273, + "FP": 0, + "IoU": 0.031914893617021274, + "TN": 174950, + "TP": 9, + "n_pred": 9, + "n_ref": 282 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 119, + "IoU": 0.0, + "TN": 175113, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "3": { + "Dice": 0.7613341474584033, + "FN": 5428, + "FP": 826, + "IoU": 0.6146404584385976, + "TN": 159003, + "TP": 9975, + "n_pred": 10801, + "n_ref": 15403 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9613788251846641, + "FN": 196, + "FP": 353, + "IoU": 0.9256299105933351, + "TN": 167850, + "TP": 6833, + "n_pred": 7186, + "n_ref": 7029 + }, + "9": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 175192, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2867, + "IoU": 0.0, + "TN": 172365, + "TP": 0, + "n_pred": 2867, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 34232, + "FP": 0, + "IoU": 0.0, + "TN": 141000, + "TP": 0, + "n_pred": 0, + "n_ref": 34232 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 34284, + "IoU": 0.0, + "TN": 140948, + "TP": 0, + "n_pred": 34284, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.09869992040329, + "FN": 3394, + "FP": 3, + "IoU": 0.051911805749372035, + "TN": 171649, + "TP": 186, + "n_pred": 189, + "n_ref": 3580 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.5746317702091468, + "FN": 5490, + "FP": 27519, + "IoU": 0.40314618931380525, + "TN": 295159, + "TP": 22296, + "n_pred": 49815, + "n_ref": 27786 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 350426, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 555, + "FP": 132, + "IoU": 0.0, + "TN": 349777, + "TP": 0, + "n_pred": 132, + "n_ref": 555 + }, + "13": { + "Dice": 0.5388021440223724, + "FN": 1707, + "FP": 272, + "IoU": 0.36874003189792665, + "TN": 347329, + "TP": 1156, + "n_pred": 1428, + "n_ref": 2863 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 41, + "IoU": 0.0, + "TN": 350423, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.937604372248368, + "FN": 378, + "FP": 33, + "IoU": 0.882537867962275, + "TN": 346965, + "TP": 3088, + "n_pred": 3121, + "n_ref": 3466 + }, + "7": { + "Dice": 0.9402447073158349, + "FN": 775, + "FP": 402, + "IoU": 0.8872281306888953, + "TN": 340027, + "TP": 9260, + "n_pred": 9662, + "n_ref": 10035 + }, + "8": { + "Dice": 0.8947509230028359, + "FN": 82, + "FP": 1885, + "IoU": 0.8095468628969791, + "TN": 340136, + "TP": 8361, + "n_pred": 10246, + "n_ref": 8443 + }, + "9": { + "Dice": 0.0, + "FN": 283, + "FP": 215, + "IoU": 0.0, + "TN": 349966, + "TP": 0, + "n_pred": 215, + "n_ref": 283 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0392.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.1734603368931952, + "FN": 781.1384615384615, + "FP": 360.7948717948718, + "IoU": 0.13628944503442858, + "TN": 267619.53846153844, + "TP": 826.2205128205129, + "n_pred": 1187.0153846153846, + "n_ref": 1607.3589743589744 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 458.03846153846155, + "FP": 279.0, + "IoU": 0.0, + "TN": 268850.6538461539, + "TP": 0.0, + "n_pred": 279.0, + "n_ref": 458.03846153846155 + }, + "10": { + "Dice": 0.14158974427337545, + "FN": 1067.3461538461538, + "FP": 611.0769230769231, + "IoU": 0.09056118464682861, + "TN": 267515.92307692306, + "TP": 393.34615384615387, + "n_pred": 1004.4230769230769, + "n_ref": 1460.6923076923076 + }, + "11": { + "Dice": 0.0, + "FN": 132.15384615384616, + "FP": 0.0, + "IoU": 0.0, + "TN": 269455.53846153844, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 132.15384615384616 + }, + "12": { + "Dice": 0.0, + "FN": 272.7307692307692, + "FP": 0.0, + "IoU": 0.0, + "TN": 269314.96153846156, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 272.7307692307692 + }, + "13": { + "Dice": 0.033359260219514304, + "FN": 209.6153846153846, + "FP": 899.0, + "IoU": 0.01853452415250168, + "TN": 268449.3846153846, + "TP": 29.692307692307693, + "n_pred": 928.6923076923077, + "n_ref": 239.30769230769232 + }, + "14": { + "Dice": 0.31876280213027447, + "FN": 240.30769230769232, + "FP": 170.42307692307693, + "IoU": 0.233958746767695, + "TN": 268877.6923076923, + "TP": 299.2692307692308, + "n_pred": 469.6923076923077, + "n_ref": 539.5769230769231 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 251.65384615384616, + "IoU": 0.0, + "TN": 269336.03846153844, + "TP": 0.0, + "n_pred": 251.65384615384616, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.16424242424242425, + "FN": 318.88461538461536, + "FP": 111.26923076923077, + "IoU": 0.13933161953727508, + "TN": 268417.5, + "TP": 740.0384615384615, + "n_pred": 851.3076923076923, + "n_ref": 1058.923076923077 + }, + "3": { + "Dice": 0.2932602666101058, + "FN": 208.76923076923077, + "FP": 220.15384615384616, + "IoU": 0.23492283499423228, + "TN": 268923.0, + "TP": 235.76923076923077, + "n_pred": 455.9230769230769, + "n_ref": 444.53846153846155 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 535.3461538461538, + "IoU": 0.0, + "TN": 269052.3461538461, + "TP": 0.0, + "n_pred": 535.3461538461538, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.0, + "FN": 713.5384615384615, + "FP": 0.0, + "IoU": 0.0, + "TN": 268874.1538461539, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 713.5384615384615 + }, + "6": { + "Dice": 0.42539785853169443, + "FN": 2713.4615384615386, + "FP": 1803.2692307692307, + "IoU": 0.34476459864765313, + "TN": 257787.96153846153, + "TP": 7283.0, + "n_pred": 9086.26923076923, + "n_ref": 9996.461538461539 + }, + "7": { + "Dice": 0.2393436115597849, + "FN": 3633.346153846154, + "FP": 414.2307692307692, + "IoU": 0.1563661227336908, + "TN": 264851.5, + "TP": 688.6153846153846, + "n_pred": 1102.8461538461538, + "n_ref": 4321.961538461538 + }, + "8": { + "Dice": 0.8520922181070641, + "FN": 965.0, + "FP": 105.73076923076923, + "IoU": 0.7463910209070637, + "TN": 265900.3846153846, + "TP": 2616.576923076923, + "n_pred": 2722.3076923076924, + "n_ref": 3581.576923076923 + }, + "9": { + "Dice": 0.13385686772369002, + "FN": 783.8846153846154, + "FP": 10.76923076923077, + "IoU": 0.07951102312948853, + "TN": 268686.03846153844, + "TP": 107.0, + "n_pred": 117.76923076923077, + "n_ref": 890.8846153846154 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2047, + "IoU": 0.0, + "TN": 523649, + "TP": 0, + "n_pred": 2047, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 14270, + "FP": 0, + "IoU": 0.0, + "TN": 511426, + "TP": 0, + "n_pred": 0, + "n_ref": 14270 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 9874, + "IoU": 0.0, + "TN": 515822, + "TP": 0, + "n_pred": 9874, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 380, + "IoU": 0.0, + "TN": 525316, + "TP": 0, + "n_pred": 380, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2222, + "IoU": 0.0, + "TN": 523474, + "TP": 0, + "n_pred": 2222, + "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": 0.749777570647799, + "FN": 11419, + "FP": 393, + "IoU": 0.5997153410823817, + "TN": 496187, + "TP": 17697, + "n_pred": 18090, + "n_ref": 29116 + }, + "7": { + "Dice": 0.15049343962421807, + "FN": 37257, + "FP": 360, + "IoU": 0.08136950841290386, + "TN": 484747, + "TP": 3332, + "n_pred": 3692, + "n_ref": 40589 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 950, + "IoU": 0.0, + "TN": 174282, + "TP": 0, + "n_pred": 950, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 11519, + "IoU": 0.0, + "TN": 163713, + "TP": 0, + "n_pred": 11519, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.34809939358083125, + "FN": 16648, + "FP": 18612, + "IoU": 0.21072659712584502, + "TN": 130558, + "TP": 9414, + "n_pred": 28026, + "n_ref": 26062 + }, + "7": { + "Dice": 0.2908390280415286, + "FN": 51048, + "FP": 113, + "IoU": 0.17016479595146955, + "TN": 113580, + "TP": 10491, + "n_pred": 10604, + "n_ref": 61539 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.13111171810980607, + "FN": 2921, + "FP": 260, + "IoU": 0.0701549254603917, + "TN": 171811, + "TP": 240, + "n_pred": 500, + "n_ref": 3161 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 488, + "FP": 0, + "IoU": 0.0, + "TN": 174744, + "TP": 0, + "n_pred": 0, + "n_ref": 488 + }, + "13": { + "Dice": 0.2001555613170858, + "FN": 5106, + "FP": 1064, + "IoU": 0.11120714491501009, + "TN": 168290, + "TP": 772, + "n_pred": 1836, + "n_ref": 5878 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 166, + "IoU": 0.0, + "TN": 175066, + "TP": 0, + "n_pred": 166, + "n_ref": 0 + }, + "3": { + "Dice": 0.8263311615367334, + "FN": 600, + "FP": 173, + "IoU": 0.7040581929555896, + "TN": 172620, + "TP": 1839, + "n_pred": 2012, + "n_ref": 2439 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.12791127541589647, + "FN": 69, + "FP": 2290, + "IoU": 0.06832543443917852, + "TN": 172700, + "TP": 173, + "n_pred": 2463, + "n_ref": 242 + }, + "8": { + "Dice": 0.8510900979264289, + "FN": 3082, + "FP": 2225, + "IoU": 0.7407805402237093, + "TN": 154759, + "TP": 15166, + "n_pred": 17391, + "n_ref": 18248 + }, + "9": { + "Dice": 0.0029465930018416206, + "FN": 2705, + "FP": 2, + "IoU": 0.0014754703061600886, + "TN": 172521, + "TP": 4, + "n_pred": 6, + "n_ref": 2709 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 963, + "IoU": 0.0, + "TN": 349501, + "TP": 0, + "n_pred": 963, + "n_ref": 0 + }, + "10": { + "Dice": 0.30602240896358546, + "FN": 683, + "FP": 7245, + "IoU": 0.18065316246382804, + "TN": 340788, + "TP": 1748, + "n_pred": 8993, + "n_ref": 2431 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 344, + "FP": 0, + "IoU": 0.0, + "TN": 350120, + "TP": 0, + "n_pred": 0, + "n_ref": 344 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 1367, + "IoU": 0.0, + "TN": 349097, + "TP": 0, + "n_pred": 1367, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8469640320580731, + "FN": 29135, + "FP": 3078, + "IoU": 0.7345512677890123, + "TN": 229111, + "TP": 89140, + "n_pred": 92218, + "n_ref": 118275 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2535, + "IoU": 0.0, + "TN": 347929, + "TP": 0, + "n_pred": 2535, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0392156862745098, + "FN": 40, + "FP": 9, + "IoU": 0.02, + "TN": 350414, + "TP": 1, + "n_pred": 10, + "n_ref": 41 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.2192934285191287, + "FN": 4265, + "FP": 0, + "IoU": 0.12314967105263158, + "TN": 170368, + "TP": 599, + "n_pred": 599, + "n_ref": 4864 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.0, + "FN": 0, + "FP": 1482, + "IoU": 0.0, + "TN": 524214, + "TP": 0, + "n_pred": 1482, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 7010, + "FP": 0, + "IoU": 0.0, + "TN": 518686, + "TP": 0, + "n_pred": 0, + "n_ref": 7010 + }, + "6": { + "Dice": 0.7008603702908871, + "FN": 3216, + "FP": 12117, + "IoU": 0.5394804024628322, + "TN": 492401, + "TP": 17962, + "n_pred": 30079, + "n_ref": 21178 + }, + "7": { + "Dice": 0.465315372025683, + "FN": 4247, + "FP": 0, + "IoU": 0.30319934372436425, + "TN": 519601, + "TP": 1848, + "n_pred": 1848, + "n_ref": 6095 + }, + "8": { + "Dice": 0.9205467748825288, + "FN": 2604, + "FP": 372, + "IoU": 0.852789869410368, + "TN": 505480, + "TP": 17240, + "n_pred": 17612, + "n_ref": 19844 + }, + "9": { + "Dice": 0.24250667472671403, + "FN": 14775, + "FP": 262, + "IoU": 0.1379844072460445, + "TN": 508252, + "TP": 2407, + "n_pred": 2669, + "n_ref": 17182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 11909, + "FP": 0, + "IoU": 0.0, + "TN": 163323, + "TP": 0, + "n_pred": 0, + "n_ref": 11909 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 179, + "IoU": 0.0, + "TN": 175053, + "TP": 0, + "n_pred": 179, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 382, + "IoU": 0.0, + "TN": 174850, + "TP": 0, + "n_pred": 382, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_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": 538, + "FP": 0, + "IoU": 0.0, + "TN": 174694, + "TP": 0, + "n_pred": 0, + "n_ref": 538 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0217.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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 1831, + "IoU": 0.0, + "TN": 348633, + "TP": 0, + "n_pred": 1831, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2901, + "IoU": 0.0, + "TN": 347563, + "TP": 0, + "n_pred": 2901, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4552, + "IoU": 0.0, + "TN": 345912, + "TP": 0, + "n_pred": 4552, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 3436, + "FP": 0, + "IoU": 0.0, + "TN": 347028, + "TP": 0, + "n_pred": 0, + "n_ref": 3436 + }, + "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": 6716, + "IoU": 0.0, + "TN": 343748, + "TP": 0, + "n_pred": 6716, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8212121212121212, + "FN": 8291, + "FP": 87, + "IoU": 0.6966580976863753, + "TN": 322845, + "TP": 19241, + "n_pred": 19328, + "n_ref": 27532 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 839, + "IoU": 0.0, + "TN": 349625, + "TP": 0, + "n_pred": 839, + "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": 0.9372534155712144, + "FN": 5171, + "FP": 2113, + "IoU": 0.8819161870795169, + "TN": 288779, + "TP": 54401, + "n_pred": 56514, + "n_ref": 59572 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5009, + "IoU": 0.0, + "TN": 345455, + "TP": 0, + "n_pred": 5009, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.38461538461538464, + "FN": 1184, + "FP": 0, + "IoU": 0.23809523809523808, + "TN": 348910, + "TP": 370, + "n_pred": 370, + "n_ref": 1554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0, + "FP": 263, + "IoU": 0.0, + "TN": 174969, + "TP": 0, + "n_pred": 263, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 1408, + "IoU": 0.0, + "TN": 173824, + "TP": 0, + "n_pred": 1408, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2490, + "IoU": 0.0, + "TN": 172742, + "TP": 0, + "n_pred": 2490, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 525685, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "10": { + "Dice": 0.5539940828402367, + "FN": 9877, + "FP": 3389, + "IoU": 0.38312020460358054, + "TN": 504191, + "TP": 8239, + "n_pred": 11628, + "n_ref": 18116 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6603, + "FP": 0, + "IoU": 0.0, + "TN": 519093, + "TP": 0, + "n_pred": 0, + "n_ref": 6603 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 4238, + "IoU": 0.0, + "TN": 521458, + "TP": 0, + "n_pred": 4238, + "n_ref": 0 + }, + "14": { + "Dice": 0.6375256042605489, + "FN": 6248, + "FP": 2600, + "IoU": 0.46791749353539, + "TN": 509067, + "TP": 7781, + "n_pred": 10381, + "n_ref": 14029 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 6543, + "IoU": 0.0, + "TN": 519153, + "TP": 0, + "n_pred": 6543, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 852, + "IoU": 0.0, + "TN": 524844, + "TP": 0, + "n_pred": 852, + "n_ref": 0 + }, + "3": { + "Dice": 0.6399701715137956, + "FN": 4828, + "FP": 0, + "IoU": 0.47055598201557186, + "TN": 516577, + "TP": 4291, + "n_pred": 4291, + "n_ref": 9119 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1033, + "IoU": 0.0, + "TN": 524663, + "TP": 0, + "n_pred": 1033, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 11542, + "FP": 0, + "IoU": 0.0, + "TN": 514154, + "TP": 0, + "n_pred": 0, + "n_ref": 11542 + }, + "6": { + "Dice": 0.0263325161173159, + "FN": 151, + "FP": 10572, + "IoU": 0.013341921236658078, + "TN": 514828, + "TP": 145, + "n_pred": 10717, + "n_ref": 296 + }, + "7": { + "Dice": 0.6408461658111682, + "FN": 1846, + "FP": 463, + "IoU": 0.4715037766079194, + "TN": 521327, + "TP": 2060, + "n_pred": 2523, + "n_ref": 3906 + }, + "8": { + "Dice": 0.7846397815122349, + "FN": 19404, + "FP": 152, + "IoU": 0.6456026530871133, + "TN": 470515, + "TP": 35625, + "n_pred": 35777, + "n_ref": 55029 + }, + "9": { + "Dice": 0.0, + "FN": 1677, + "FP": 7, + "IoU": 0.0, + "TN": 524012, + "TP": 0, + "n_pred": 7, + "n_ref": 1677 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.0, + "FN": 7, + "FP": 0, + "IoU": 0.0, + "TN": 175225, + "TP": 0, + "n_pred": 0, + "n_ref": 7 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0358.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.20360688876200933, + "FN": 827.8256410256411, + "FP": 445.2820512820514, + "IoU": 0.16095836049284046, + "TN": 280401.62820512825, + "TP": 1392.3410256410255, + "n_pred": 1837.6230769230767, + "n_ref": 2220.1666666666665 + }, + "mean": { + "1": { + "Dice": 0.08378534654810674, + "FN": 3696.1153846153848, + "FP": 24.384615384615383, + "IoU": 0.047720954096084636, + "TN": 279122.3461538461, + "TP": 224.23076923076923, + "n_pred": 248.6153846153846, + "n_ref": 3920.346153846154 + }, + "10": { + "Dice": 0.3805159148539999, + "FN": 689.3846153846154, + "FP": 308.61538461538464, + "IoU": 0.2741128028607542, + "TN": 281667.26923076925, + "TP": 401.8076923076923, + "n_pred": 710.4230769230769, + "n_ref": 1091.1923076923076 + }, + "11": { + "Dice": 0.0, + "FN": 205.42307692307693, + "FP": 0.0, + "IoU": 0.0, + "TN": 282861.6538461539, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 205.42307692307693 + }, + "12": { + "Dice": 0.0, + "FN": 125.61538461538461, + "FP": 0.0, + "IoU": 0.0, + "TN": 282941.46153846156, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 125.61538461538461 + }, + "13": { + "Dice": 0.0514410798978475, + "FN": 248.57692307692307, + "FP": 32.69230769230769, + "IoU": 0.028670191134607562, + "TN": 282764.1153846154, + "TP": 21.692307692307693, + "n_pred": 54.38461538461539, + "n_ref": 270.2692307692308 + }, + "14": { + "Dice": 0.273867517217424, + "FN": 473.84615384615387, + "FP": 204.84615384615384, + "IoU": 0.2248371026592712, + "TN": 281349.6923076923, + "TP": 1038.6923076923076, + "n_pred": 1243.5384615384614, + "n_ref": 1512.5384615384614 + }, + "15": { + "Dice": 0.14999604529972357, + "FN": 1783.6538461538462, + "FP": 271.84615384615387, + "IoU": 0.0948405172575925, + "TN": 280475.96153846156, + "TP": 535.6153846153846, + "n_pred": 807.4615384615385, + "n_ref": 2319.269230769231 + }, + "2": { + "Dice": 0.14643223819301848, + "FN": 33.76923076923077, + "FP": 743.4230769230769, + "IoU": 0.13057907988097964, + "TN": 282158.23076923075, + "TP": 131.65384615384616, + "n_pred": 875.0769230769231, + "n_ref": 165.42307692307693 + }, + "3": { + "Dice": 0.11764970531335762, + "FN": 1538.8076923076924, + "FP": 112.5, + "IoU": 0.07143052254909994, + "TN": 281214.6153846154, + "TP": 201.15384615384616, + "n_pred": 313.65384615384613, + "n_ref": 1739.9615384615386 + }, + "4": { + "Dice": 0.2600300956796369, + "FN": 822.2692307692307, + "FP": 52.5, + "IoU": 0.21337756526305682, + "TN": 280952.8076923077, + "TP": 1239.5, + "n_pred": 1292.0, + "n_ref": 2061.769230769231 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 0.5, + "IoU": 0.0, + "TN": 283066.57692307694, + "TP": 0.0, + "n_pred": 0.5, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.6909775973879192, + "FN": 1613.2307692307693, + "FP": 3898.6153846153848, + "IoU": 0.625417443128669, + "TN": 264044.0, + "TP": 13511.23076923077, + "n_pred": 17409.846153846152, + "n_ref": 15124.461538461539 + }, + "7": { + "Dice": 0.297652945765208, + "FN": 809.8846153846154, + "FP": 670.7692307692307, + "IoU": 0.2361840138409013, + "TN": 278857.73076923075, + "TP": 2728.6923076923076, + "n_pred": 3399.4615384615386, + "n_ref": 3538.576923076923 + }, + "8": { + "Dice": 0.4276268584570888, + "FN": 77.38461538461539, + "FP": 221.65384615384616, + "IoU": 0.3336190368876249, + "TN": 282404.8846153846, + "TP": 363.15384615384613, + "n_pred": 584.8076923076923, + "n_ref": 440.53846153846155 + }, + "9": { + "Dice": 0.17412798681680858, + "FN": 299.4230769230769, + "FP": 136.8846153846154, + "IoU": 0.13358617783396545, + "TN": 282143.07692307694, + "TP": 487.6923076923077, + "n_pred": 624.5769230769231, + "n_ref": 787.1153846153846 + } + }, + "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": 0.0, + "FN": 17, + "FP": 166, + "IoU": 0.0, + "TN": 350281, + "TP": 0, + "n_pred": 166, + "n_ref": 17 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 177, + "IoU": 0.0, + "TN": 350287, + "TP": 0, + "n_pred": 177, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.7554874702762027, + "FN": 10397, + "FP": 297, + "IoU": 0.6070549329413926, + "TN": 323249, + "TP": 16521, + "n_pred": 16818, + "n_ref": 26918 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 350451, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "6": { + "Dice": 0.9331704763566567, + "FN": 2487, + "FP": 2109, + "IoU": 0.8747137716715735, + "TN": 313780, + "TP": 32088, + "n_pred": 34197, + "n_ref": 34575 + }, + "7": { + "Dice": 0.8436493738819321, + "FN": 851, + "FP": 5267, + "IoU": 0.7295792079207921, + "TN": 327840, + "TP": 16506, + "n_pred": 21773, + "n_ref": 17357 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 467, + "FP": 0, + "IoU": 0.0, + "TN": 174765, + "TP": 0, + "n_pred": 0, + "n_ref": 467 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2782254847203383, + "FN": 17986, + "FP": 106, + "IoU": 0.1615922887992956, + "TN": 153653, + "TP": 3487, + "n_pred": 3593, + "n_ref": 21473 + }, + "10": { + "Dice": 0.7796744739976181, + "FN": 1160, + "FP": 505, + "IoU": 0.6389069616135329, + "TN": 170621, + "TP": 2946, + "n_pred": 3451, + "n_ref": 4106 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3226, + "FP": 0, + "IoU": 0.0, + "TN": 172006, + "TP": 0, + "n_pred": 0, + "n_ref": 3226 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "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": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 13332, + "IoU": 0.0, + "TN": 161900, + "TP": 0, + "n_pred": 13332, + "n_ref": 0 + }, + "3": { + "Dice": 0.3529491159400729, + "FN": 16265, + "FP": 2911, + "IoU": 0.21429156764729984, + "TN": 150826, + "TP": 5230, + "n_pred": 8141, + "n_ref": 21495 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 131, + "IoU": 0.0, + "TN": 175101, + "TP": 0, + "n_pred": 131, + "n_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": 3, + "FP": 10993, + "IoU": 0.0, + "TN": 164236, + "TP": 0, + "n_pred": 10993, + "n_ref": 3 + }, + "7": { + "Dice": 0.38185913185913184, + "FN": 6017, + "FP": 21, + "IoU": 0.23598633430342908, + "TN": 167329, + "TP": 1865, + "n_pred": 1886, + "n_ref": 7882 + }, + "8": { + "Dice": 0.827958172812328, + "FN": 1431, + "FP": 1695, + "IoU": 0.7064237415477085, + "TN": 164584, + "TP": 7522, + "n_pred": 9217, + "n_ref": 8953 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 175214, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.823076923076923, + "FN": 8, + "FP": 38, + "IoU": 0.6993464052287581, + "TN": 525543, + "TP": 107, + "n_pred": 145, + "n_ref": 115 + }, + "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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 525680, + "TP": 0, + "n_pred": 16, + "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": 0.8046931038016191, + "FN": 7568, + "FP": 56, + "IoU": 0.6732104586369482, + "TN": 502366, + "TP": 15706, + "n_pred": 15762, + "n_ref": 23274 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8538289321069241, + "FN": 9493, + "FP": 1345, + "IoU": 0.7449402240421726, + "TN": 483204, + "TP": 31654, + "n_pred": 32999, + "n_ref": 41147 + }, + "7": { + "Dice": 0.1337321837057892, + "FN": 619, + "FP": 9227, + "IoU": 0.07165755232887044, + "TN": 515090, + "TP": 760, + "n_pred": 9987, + "n_ref": 1379 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.0, + "FN": 0, + "FP": 191, + "IoU": 0.0, + "TN": 175041, + "TP": 0, + "n_pred": 191, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 100, + "FP": 1930, + "IoU": 0.0, + "TN": 173202, + "TP": 0, + "n_pred": 1930, + "n_ref": 100 + }, + "11": { + "Dice": 0.0, + "FN": 5341, + "FP": 0, + "IoU": 0.0, + "TN": 169891, + "TP": 0, + "n_pred": 0, + "n_ref": 5341 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 175192, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "13": { + "Dice": 0.0, + "FN": 222, + "FP": 684, + "IoU": 0.0, + "TN": 174326, + "TP": 0, + "n_pred": 684, + "n_ref": 222 + }, + "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": 0.8785934291581109, + "FN": 878, + "FP": 68, + "IoU": 0.7834744792858778, + "TN": 170863, + "TP": 3423, + "n_pred": 3491, + "n_ref": 4301 + }, + "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": 844, + "IoU": 0.0, + "TN": 174388, + "TP": 0, + "n_pred": 844, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9127140017209151, + "FN": 10224, + "FP": 4485, + "IoU": 0.8394424311225603, + "TN": 83620, + "TP": 76903, + "n_pred": 81388, + "n_ref": 87127 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 346, + "IoU": 0.0, + "TN": 174886, + "TP": 0, + "n_pred": 346, + "n_ref": 0 + }, + "8": { + "Dice": 0.4549224025589385, + "FN": 533, + "FP": 4068, + "IoU": 0.2944333691151664, + "TN": 168711, + "TP": 1920, + "n_pred": 5988, + "n_ref": 2453 + }, + "9": { + "Dice": 0.6965119472672343, + "FN": 7660, + "FP": 3390, + "IoU": 0.5343447113358618, + "TN": 151502, + "TP": 12680, + "n_pred": 16070, + "n_ref": 20340 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.414742810854597, + "FN": 13679, + "FP": 5106, + "IoU": 0.2616249361267246, + "TN": 325023, + "TP": 6656, + "n_pred": 11762, + "n_ref": 20335 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.20576431959139, + "FN": 4354, + "FP": 0, + "IoU": 0.11468076453843025, + "TN": 345546, + "TP": 564, + "n_pred": 564, + "n_ref": 4918 + }, + "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": 15, + "IoU": 0.0, + "TN": 350449, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2091, + "IoU": 0.0, + "TN": 348373, + "TP": 0, + "n_pred": 2091, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 350450, + "TP": 0, + "n_pred": 14, + "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": 0.7990106152736267, + "FN": 8715, + "FP": 1036, + "IoU": 0.6652936532454605, + "TN": 321331, + "TP": 19382, + "n_pred": 20418, + "n_ref": 28097 + }, + "7": { + "Dice": 0.9054686239716083, + "FN": 10175, + "FP": 373, + "IoU": 0.8272660280029477, + "TN": 289399, + "TP": 50517, + "n_pred": 50890, + "n_ref": 60692 + }, + "8": { + "Dice": 0.0, + "FN": 48, + "FP": 0, + "IoU": 0.0, + "TN": 350416, + "TP": 0, + "n_pred": 0, + "n_ref": 48 + }, + "9": { + "Dice": 0.0, + "FN": 125, + "FP": 0, + "IoU": 0.0, + "TN": 350339, + "TP": 0, + "n_pred": 0, + "n_ref": 125 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.3276463745637844, + "FN": 2985, + "FP": 483, + "IoU": 0.1959193137027591, + "TN": 521383, + "TP": 845, + "n_pred": 1328, + "n_ref": 3830 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 1870, + "FP": 0, + "IoU": 0.0, + "TN": 523826, + "TP": 0, + "n_pred": 0, + "n_ref": 1870 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "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": 3414, + "FP": 0, + "IoU": 0.0, + "TN": 522282, + "TP": 0, + "n_pred": 0, + "n_ref": 3414 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.964988437664814, + "FN": 2245, + "FP": 7248, + "IoU": 0.9323455628723738, + "TN": 385380, + "TP": 130823, + "n_pred": 138071, + "n_ref": 133068 + }, + "7": { + "Dice": 0.414167198468411, + "FN": 3034, + "FP": 638, + "IoU": 0.26116700201207244, + "TN": 520726, + "TP": 1298, + "n_pred": 1936, + "n_ref": 4332 + }, + "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": 151, + "IoU": 0.0, + "TN": 525545, + "TP": 0, + "n_pred": 151, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0249.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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8992225441357317, + "FN": 4794, + "FP": 41, + "IoU": 0.8168976747708854, + "TN": 499290, + "TP": 21571, + "n_pred": 21612, + "n_ref": 26365 + }, + "15": { + "Dice": 0.25866255540566585, + "FN": 35219, + "FP": 3249, + "IoU": 0.14854246441930985, + "TN": 480517, + "TP": 6711, + "n_pred": 9960, + "n_ref": 41930 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 126, + "IoU": 0.0, + "TN": 525570, + "TP": 0, + "n_pred": 126, + "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": 8, + "IoU": 0.0, + "TN": 525688, + "TP": 0, + "n_pred": 8, + "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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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": 0.0, + "FN": 0, + "FP": 526, + "IoU": 0.0, + "TN": 174706, + "TP": 0, + "n_pred": 526, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.056915901472088616, + "FN": 77646, + "FP": 0, + "IoU": 0.029291527585042942, + "TN": 270475, + "TP": 2343, + "n_pred": 2343, + "n_ref": 79989 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 376, + "IoU": 0.0, + "TN": 350088, + "TP": 0, + "n_pred": 376, + "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": 3186, + "IoU": 0.0, + "TN": 347278, + "TP": 0, + "n_pred": 3186, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 23744, + "FP": 0, + "IoU": 0.0, + "TN": 326720, + "TP": 0, + "n_pred": 0, + "n_ref": 23744 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 350427, + "TP": 0, + "n_pred": 37, + "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": 74076, + "IoU": 0.0, + "TN": 276388, + "TP": 0, + "n_pred": 74076, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 361, + "FP": 1369, + "IoU": 0.0, + "TN": 348734, + "TP": 0, + "n_pred": 1369, + "n_ref": 361 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 528, + "IoU": 0.0, + "TN": 349936, + "TP": 0, + "n_pred": 528, + "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": 0.4701150419513883, + "FN": 7526, + "FP": 4726, + "IoU": 0.3072878385254707, + "TN": 332777, + "TP": 5435, + "n_pred": 10161, + "n_ref": 12961 + }, + "15": { + "Dice": 0.491317671092952, + "FN": 11156, + "FP": 3784, + "IoU": 0.3256601218686527, + "TN": 328309, + "TP": 7215, + "n_pred": 10999, + "n_ref": 18371 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "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": 0.9320089902914122, + "FN": 8769, + "FP": 34, + "IoU": 0.8726749399751222, + "TN": 281326, + "TP": 60335, + "n_pred": 60369, + "n_ref": 69104 + }, + "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_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850357/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset395_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-80__unc-random__seed-12348/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.21309965372560108, + "FN": 716.3669705603039, + "FP": 436.8290218423552, + "IoU": 0.16854747945602525, + "TN": 263570.81314339984, + "TP": 919.7150807217473, + "n_pred": 1356.5441025641026, + "n_ref": 1636.0820512820512 + }, + "mean": { + "1": { + "Dice": 0.08264432427079386, + "FN": 1362.7037037037037, + "FP": 345.3566951566952, + "IoU": 0.061968301315336316, + "TN": 263478.49173789175, + "TP": 457.1720797720797, + "n_pred": 802.5287749287749, + "n_ref": 1819.8757834757835 + }, + "10": { + "Dice": 0.24489037617529846, + "FN": 656.2655270655271, + "FP": 666.462678062678, + "IoU": 0.17633260978553172, + "TN": 263776.6931623932, + "TP": 544.302849002849, + "n_pred": 1210.7655270655273, + "n_ref": 1200.568376068376 + }, + "11": { + "Dice": 0.016370345521637034, + "FN": 110.32735042735044, + "FP": 8.146153846153847, + "IoU": 0.008914870295944465, + "TN": 265523.37378917384, + "TP": 1.876923076923077, + "n_pred": 10.023076923076923, + "n_ref": 112.20427350427352 + }, + "12": { + "Dice": 0.0, + "FN": 155.85042735042737, + "FP": 2.3692307692307693, + "IoU": 0.0, + "TN": 265485.50455840456, + "TP": 0.0, + "n_pred": 2.3692307692307693, + "n_ref": 155.85042735042737 + }, + "13": { + "Dice": 0.0719588052131871, + "FN": 598.8826210826211, + "FP": 220.84415954415954, + "IoU": 0.043798882052315545, + "TN": 264763.64045584045, + "TP": 60.356980056980056, + "n_pred": 281.20113960113963, + "n_ref": 659.2396011396013 + }, + "14": { + "Dice": 0.22443544990316297, + "FN": 640.568660968661, + "FP": 394.1883190883191, + "IoU": 0.1643143597487362, + "TN": 264054.5769230769, + "TP": 554.3903133903134, + "n_pred": 948.5786324786325, + "n_ref": 1194.9589743589743 + }, + "15": { + "Dice": 0.21120164935162125, + "FN": 685.9002849002849, + "FP": 198.35242165242167, + "IoU": 0.1652989093547885, + "TN": 264534.7789173789, + "TP": 224.6925925925926, + "n_pred": 423.0450142450142, + "n_ref": 910.5928774928776 + }, + "2": { + "Dice": 0.12899507862736267, + "FN": 837.6811965811964, + "FP": 970.0253561253561, + "IoU": 0.09707758539632642, + "TN": 263404.98917378916, + "TP": 431.02849002849007, + "n_pred": 1401.053846153846, + "n_ref": 1268.7096866096867 + }, + "3": { + "Dice": 0.2555855881688256, + "FN": 1317.202564102564, + "FP": 486.23019943019943, + "IoU": 0.19571099526196273, + "TN": 263196.9760683761, + "TP": 643.3153846153847, + "n_pred": 1129.5455840455838, + "n_ref": 1960.517948717949 + }, + "4": { + "Dice": 0.25019120599742894, + "FN": 235.54501424501422, + "FP": 278.6968660968661, + "IoU": 0.19925864820169975, + "TN": 264700.092022792, + "TP": 429.39031339031334, + "n_pred": 708.0871794871795, + "n_ref": 664.9353276353277 + }, + "5": { + "Dice": 0.08405463221984531, + "FN": 353.4339031339031, + "FP": 0.2777777777777778, + "IoU": 0.05320833333333334, + "TN": 265271.09401709406, + "TP": 18.918518518518518, + "n_pred": 19.196296296296296, + "n_ref": 372.35242165242164 + }, + "6": { + "Dice": 0.506723538763673, + "FN": 1423.5418803418804, + "FP": 2028.4384615384618, + "IoU": 0.44320171896175486, + "TN": 254750.2564102564, + "TP": 7441.487464387465, + "n_pred": 9469.925925925925, + "n_ref": 8865.029344729346 + }, + "7": { + "Dice": 0.2822569152203424, + "FN": 1269.1509971509972, + "FP": 548.0136752136752, + "IoU": 0.21898822584331268, + "TN": 262642.7008547009, + "TP": 1183.8586894586895, + "n_pred": 1731.8723646723647, + "n_ref": 2453.0096866096865 + }, + "8": { + "Dice": 0.6497730852548477, + "FN": 618.4452991452991, + "FP": 196.9603988603989, + "IoU": 0.5644851889820054, + "TN": 263291.1658119658, + "TP": 1537.1527065527064, + "n_pred": 1734.1131054131056, + "n_ref": 2155.5980056980056 + }, + "9": { + "Dice": 0.18741381119598977, + "FN": 480.00512820512813, + "FP": 208.07293447293446, + "IoU": 0.13565356330733125, + "TN": 264687.86324786325, + "TP": 267.78290598290596, + "n_pred": 475.85584045584045, + "n_ref": 747.7880341880342 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/loop_004/summary.json b/nnActive_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/loop_004/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3fe8e6a2f3adf1a430f1ecdc86ae498bc5b4a041 --- /dev/null +++ b/nnActive_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/loop_004/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.28811587273049083, + "FN": 79369.28133333335, + "FP": 57921.357333333326, + "IoU": 0.20462934903297347, + "TN": 96212448.952, + "TP": 107221.24933333333, + "n_pred": 165142.60666666663, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.5060628262499922, + "FN": 103451.26, + "FP": 56139.88, + "IoU": 0.3666445481679766, + "TN": 96206532.82, + "TP": 90836.88, + "n_pred": 146976.76, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.25258830931999543, + "FN": 56909.66, + "FP": 28813.94, + "IoU": 0.15515022921473798, + "TN": 96353924.34, + "TP": 17312.9, + "n_pred": 46126.84, + "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": 0.005355434311234505, + "FN": 57676.78, + "FP": 857.02, + "IoU": 0.002747276796625396, + "TN": 96398245.68, + "TP": 181.36, + "n_pred": 1038.38, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.42111875909179447, + "FN": 95422.74, + "FP": 17918.54, + "IoU": 0.3092821504462554, + "TN": 96300684.16, + "TP": 42935.4, + "n_pred": 60853.94, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.16370337658727183, + "FN": 50707.12, + "FP": 937.84, + "IoU": 0.10624285803548222, + "TN": 96401975.96, + "TP": 3339.92, + "n_pred": 4277.76, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.307060625646293, + "FN": 112963.8, + "FP": 53807.02, + "IoU": 0.19288212725416123, + "TN": 96246312.12, + "TP": 43877.9, + "n_pred": 97684.92, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.41357361894593425, + "FN": 90507.56, + "FP": 90779.02, + "IoU": 0.2755870423195381, + "TN": 96202779.24, + "TP": 72895.02, + "n_pred": 163674.04, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.3087401975427552, + "FN": 18962.08, + "FP": 6248.62, + "IoU": 0.21680050595595796, + "TN": 96424134.72, + "TP": 7615.42, + "n_pred": 13864.04, + "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": 0.7858737159933992, + "FN": 208502.82, + "FP": 446589.88, + "IoU": 0.6590902815454471, + "TN": 94651147.34, + "TP": 1150720.8, + "n_pred": 1597310.68, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.33655587940239196, + "FN": 233640.5, + "FP": 139853.72, + "IoU": 0.21457678955543893, + "TN": 95978182.46, + "TP": 105284.16, + "n_pred": 245137.88, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.6104250607706192, + "FN": 70174.74, + "FP": 15947.24, + "IoU": 0.447117622922057, + "TN": 96308644.42, + "TP": 62194.44, + "n_pred": 78141.68, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.21068028709568218, + "FN": 66530.96, + "FP": 10927.64, + "IoU": 0.12331880328092422, + "TN": 96368377.7, + "TP": 11124.54, + "n_pred": 22052.18, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.3825222980469452, + "FN": 30975, + "FP": 168269, + "IoU": 0.23649308895267074, + "TN": 119332361, + "TP": 61715, + "n_pred": 229984, + "n_ref": 92690 + }, + "10": { + "Dice": 0.4106889902303945, + "FN": 52866, + "FP": 11617, + "IoU": 0.2584069371607324, + "TN": 119506368, + "TP": 22469, + "n_pred": 34086, + "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": 39, + "IoU": 0.0, + "TN": 119540524, + "TP": 0, + "n_pred": 39, + "n_ref": 52757 + }, + "14": { + "Dice": 0.15606609118771986, + "FN": 226124, + "FP": 4897, + "IoU": 0.08463757320252632, + "TN": 119340938, + "TP": 21361, + "n_pred": 26258, + "n_ref": 247485 + }, + "15": { + "Dice": 0.3343108504398827, + "FN": 26251, + "FP": 81, + "IoU": 0.2007042253521127, + "TN": 119560376, + "TP": 6612, + "n_pred": 6693, + "n_ref": 32863 + }, + "2": { + "Dice": 0.3336197745539099, + "FN": 107798, + "FP": 24032, + "IoU": 0.2002062731298914, + "TN": 119428490, + "TP": 33000, + "n_pred": 57032, + "n_ref": 140798 + }, + "3": { + "Dice": 0.4622666430775122, + "FN": 75008, + "FP": 146871, + "IoU": 0.30061560477732, + "TN": 119276071, + "TP": 95370, + "n_pred": 242241, + "n_ref": 170378 + }, + "4": { + "Dice": 0.5605957022227971, + "FN": 47364, + "FP": 198, + "IoU": 0.38946368514287183, + "TN": 119515418, + "TP": 30340, + "n_pred": 30538, + "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": 0.8504433437338956, + "FN": 124116, + "FP": 247934, + "IoU": 0.7398011564703875, + "TN": 118163452, + "TP": 1057818, + "n_pred": 1305752, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 150641, + "IoU": 0.0, + "TN": 119442679, + "TP": 0, + "n_pred": 150641, + "n_ref": 0 + }, + "8": { + "Dice": 0.6092419370783766, + "FN": 157087, + "FP": 8925, + "IoU": 0.4380646449739193, + "TN": 119297891, + "TP": 129417, + "n_pred": 138342, + "n_ref": 286504 + }, + "9": { + "Dice": 0.23755411255411255, + "FN": 65998, + "FP": 1634, + "IoU": 0.13478661344795825, + "TN": 119515152, + "TP": 10536, + "n_pred": 12170, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6784161008639953, + "FN": 78202, + "FP": 26425, + "IoU": 0.5133356280350532, + "TN": 72610672, + "TP": 110361, + "n_pred": 136786, + "n_ref": 188563 + }, + "10": { + "Dice": 0.3271164996404613, + "FN": 50482, + "FP": 23443, + "IoU": 0.19554051407055956, + "TN": 72733766, + "TP": 17969, + "n_pred": 41412, + "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": 0.6845110286941245, + "FN": 34807, + "FP": 3983, + "IoU": 0.5203472196461031, + "TN": 72744789, + "TP": 42081, + "n_pred": 46064, + "n_ref": 76888 + }, + "15": { + "Dice": 0.07170736135063992, + "FN": 40901, + "FP": 7, + "IoU": 0.03718697043871211, + "TN": 72783172, + "TP": 1580, + "n_pred": 1587, + "n_ref": 42481 + }, + "2": { + "Dice": 0.3221999724850579, + "FN": 104226, + "FP": 28797, + "IoU": 0.19203717201166182, + "TN": 72661020, + "TP": 31617, + "n_pred": 60414, + "n_ref": 135843 + }, + "3": { + "Dice": 0.613513521597765, + "FN": 24593, + "FP": 104616, + "IoU": 0.44249513511647676, + "TN": 72593897, + "TP": 102554, + "n_pred": 207170, + "n_ref": 127147 + }, + "4": { + "Dice": 0.569035182812654, + "FN": 15462, + "FP": 2030, + "IoU": 0.39765840220385673, + "TN": 72796620, + "TP": 11548, + "n_pred": 13578, + "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": 0.8203905769724774, + "FN": 139515, + "FP": 328242, + "IoU": 0.6954764525930175, + "TN": 71289631, + "TP": 1068272, + "n_pred": 1396514, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.25913085814537185, + "FN": 192576, + "FP": 72201, + "IoU": 0.1488514282407854, + "TN": 72514578, + "TP": 46305, + "n_pred": 118506, + "n_ref": 238881 + }, + "8": { + "Dice": 0.7285150891632373, + "FN": 15707, + "FP": 15959, + "IoU": 0.5729640068507006, + "TN": 72751507, + "TP": 42487, + "n_pred": 58446, + "n_ref": 58194 + }, + "9": { + "Dice": 0.010120767764976087, + "FN": 77584, + "FP": 857, + "IoU": 0.005086121610309226, + "TN": 72746818, + "TP": 401, + "n_pred": 1258, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2801102833069853, + "FN": 211935, + "FP": 35332, + "IoU": 0.16286525850365471, + "TN": 71514115, + "TP": 48106, + "n_pred": 83438, + "n_ref": 260041 + }, + "10": { + "Dice": 0.4077103814588755, + "FN": 63091, + "FP": 25894, + "IoU": 0.2560529043908638, + "TN": 71689876, + "TP": 30627, + "n_pred": 56521, + "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": 0.2791575234980804, + "FN": 437318, + "FP": 898, + "IoU": 0.1622214277657441, + "TN": 71286419, + "TP": 84853, + "n_pred": 85751, + "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": 0.05544229721609129, + "FN": 141938, + "FP": 26249, + "IoU": 0.02851152071070857, + "TN": 71636365, + "TP": 4936, + "n_pred": 31185, + "n_ref": 146874 + }, + "3": { + "Dice": 0.5734346224677717, + "FN": 52972, + "FP": 143446, + "IoU": 0.4019686945296111, + "TN": 71481047, + "TP": 132023, + "n_pred": 275469, + "n_ref": 184995 + }, + "4": { + "Dice": 0.4188072369890552, + "FN": 8350, + "FP": 7262, + "IoU": 0.2648679191976268, + "TN": 71788251, + "TP": 5625, + "n_pred": 12887, + "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": 0.8060433641294983, + "FN": 104544, + "FP": 445845, + "IoU": 0.6751027130410144, + "TN": 70115448, + "TP": 1143651, + "n_pred": 1589496, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.5524024888821747, + "FN": 118129, + "FP": 71493, + "IoU": 0.381599501684424, + "TN": 71502855, + "TP": 117011, + "n_pred": 188504, + "n_ref": 235140 + }, + "8": { + "Dice": 0.7287615701641781, + "FN": 27303, + "FP": 12843, + "IoU": 0.5732689895618529, + "TN": 71715410, + "TP": 53932, + "n_pred": 66775, + "n_ref": 81235 + }, + "9": { + "Dice": 0.4967885635605232, + "FN": 57488, + "FP": 4641, + "IoU": 0.3304848217075983, + "TN": 71716691, + "TP": 30668, + "n_pred": 35309, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7671763299404183, + "FN": 55690, + "FP": 40516, + "IoU": 0.622292018373837, + "TN": 135190800, + "TP": 158504, + "n_pred": 199020, + "n_ref": 214194 + }, + "10": { + "Dice": 0.5382791906089397, + "FN": 42559, + "FP": 30482, + "IoU": 0.36825034380757155, + "TN": 135329893, + "TP": 42576, + "n_pred": 73058, + "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": 0.0, + "FN": 40573, + "FP": 5985, + "IoU": 0.0, + "TN": 135398952, + "TP": 0, + "n_pred": 5985, + "n_ref": 40573 + }, + "14": { + "Dice": 0.5492103569483637, + "FN": 76454, + "FP": 32812, + "IoU": 0.3785596068863144, + "TN": 135269683, + "TP": 66561, + "n_pred": 99373, + "n_ref": 143015 + }, + "15": { + "Dice": 0.23108683024851254, + "FN": 43939, + "FP": 5040, + "IoU": 0.1306377464988729, + "TN": 135389171, + "TP": 7360, + "n_pred": 12400, + "n_ref": 51299 + }, + "2": { + "Dice": 0.2470739779724008, + "FN": 169451, + "FP": 74875, + "IoU": 0.14094946099699734, + "TN": 135161096, + "TP": 40088, + "n_pred": 114963, + "n_ref": 209539 + }, + "3": { + "Dice": 0.3942514726079122, + "FN": 114622, + "FP": 230290, + "IoU": 0.24552504074110532, + "TN": 134988355, + "TP": 112243, + "n_pred": 342533, + "n_ref": 226865 + }, + "4": { + "Dice": 0.7759048091224591, + "FN": 11801, + "FP": 2663, + "IoU": 0.6338598622924261, + "TN": 135406006, + "TP": 25040, + "n_pred": 27703, + "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": 0.8988839090861362, + "FN": 215623, + "FP": 109870, + "IoU": 0.8163389096785552, + "TN": 133673262, + "TP": 1446755, + "n_pred": 1556625, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.46808813786323383, + "FN": 100411, + "FP": 123584, + "IoU": 0.30555813910228985, + "TN": 135122956, + "TP": 98559, + "n_pred": 222143, + "n_ref": 198970 + }, + "8": { + "Dice": 0.5334176348165125, + "FN": 178265, + "FP": 16556, + "IoU": 0.363714747619903, + "TN": 135139325, + "TP": 111364, + "n_pred": 127920, + "n_ref": 289629 + }, + "9": { + "Dice": 0.316693226787852, + "FN": 77267, + "FP": 12348, + "IoU": 0.18813755865992643, + "TN": 135335128, + "TP": 20767, + "n_pred": 33115, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.06872732530627268, + "FN": 245757, + "FP": 37633, + "IoU": 0.035586546740310435, + "TN": 105460158, + "TP": 10457, + "n_pred": 48090, + "n_ref": 256214 + }, + "10": { + "Dice": 0.005202102591988399, + "FN": 60198, + "FP": 49568, + "IoU": 0.002607834407058417, + "TN": 105643952, + "TP": 287, + "n_pred": 49855, + "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": 630, + "IoU": 0.0, + "TN": 105672473, + "TP": 0, + "n_pred": 630, + "n_ref": 80902 + }, + "14": { + "Dice": 0.36178399578142506, + "FN": 152992, + "FP": 1926, + "IoU": 0.22084022793684963, + "TN": 105555178, + "TP": 43909, + "n_pred": 45835, + "n_ref": 196901 + }, + "15": { + "Dice": 0.03992842356408547, + "FN": 27363, + "FP": 0, + "IoU": 0.020370900758986107, + "TN": 105726073, + "TP": 569, + "n_pred": 569, + "n_ref": 27932 + }, + "2": { + "Dice": 0.44272952559998424, + "FN": 85538, + "FP": 84016, + "IoU": 0.28429841371683284, + "TN": 105517099, + "TP": 67352, + "n_pred": 151368, + "n_ref": 152890 + }, + "3": { + "Dice": 0.3437028382259871, + "FN": 125570, + "FP": 49683, + "IoU": 0.2075127858444536, + "TN": 105532862, + "TP": 45890, + "n_pred": 95573, + "n_ref": 171460 + }, + "4": { + "Dice": 0.20381385918941147, + "FN": 35526, + "FP": 6101, + "IoU": 0.1134703439463316, + "TN": 105707050, + "TP": 5328, + "n_pred": 11429, + "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": 0.8142287542762049, + "FN": 170536, + "FP": 452817, + "IoU": 0.6866659629439736, + "TN": 103764585, + "TP": 1366067, + "n_pred": 1818884, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.4434886255278572, + "FN": 138156, + "FP": 188672, + "IoU": 0.2849247572496904, + "TN": 105296951, + "TP": 130226, + "n_pred": 318898, + "n_ref": 268382 + }, + "8": { + "Dice": 0.6892178154966755, + "FN": 37099, + "FP": 9408, + "IoU": 0.5258065173946735, + "TN": 105655929, + "TP": 51569, + "n_pred": 60977, + "n_ref": 88668 + }, + "9": { + "Dice": 0.0582444319670597, + "FN": 72473, + "FP": 3004, + "IoU": 0.02999575895438948, + "TN": 105676194, + "TP": 2334, + "n_pred": 5338, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5481200503678728, + "FN": 147912, + "FP": 25778, + "IoU": 0.3775243610924951, + "TN": 96858849, + "TP": 105341, + "n_pred": 131119, + "n_ref": 253253 + }, + "10": { + "Dice": 0.5681874080370742, + "FN": 46735, + "FP": 53338, + "IoU": 0.39683085008920393, + "TN": 96971968, + "TP": 65839, + "n_pred": 119177, + "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": 0.019991670137442734, + "FN": 49393, + "FP": 20, + "IoU": 0.010096760622633571, + "TN": 97087963, + "TP": 504, + "n_pred": 524, + "n_ref": 49897 + }, + "14": { + "Dice": 0.6559238561209507, + "FN": 132012, + "FP": 6949, + "IoU": 0.48801093532389633, + "TN": 96866466, + "TP": 132453, + "n_pred": 139402, + "n_ref": 264465 + }, + "15": { + "Dice": 0.002635393332454869, + "FN": 22342, + "FP": 365, + "IoU": 0.0013194352816994325, + "TN": 97115143, + "TP": 30, + "n_pred": 395, + "n_ref": 22372 + }, + "2": { + "Dice": 0.4380519070398484, + "FN": 63097, + "FP": 129087, + "IoU": 0.2804522820023213, + "TN": 96870790, + "TP": 74906, + "n_pred": 203993, + "n_ref": 138003 + }, + "3": { + "Dice": 0.13837991148927847, + "FN": 144314, + "FP": 31883, + "IoU": 0.07433305664421633, + "TN": 96947534, + "TP": 14149, + "n_pred": 46032, + "n_ref": 158463 + }, + "4": { + "Dice": 0.599633664320833, + "FN": 11946, + "FP": 8819, + "IoU": 0.4281977144430676, + "TN": 97101565, + "TP": 15550, + "n_pred": 24369, + "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": 0.820360755554646, + "FN": 137394, + "FP": 459512, + "IoU": 0.6954335907503362, + "TN": 95178025, + "TP": 1362949, + "n_pred": 1822461, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.654260426794431, + "FN": 91066, + "FP": 81401, + "IoU": 0.4861716485277863, + "TN": 96802229, + "TP": 163184, + "n_pred": 244585, + "n_ref": 254250 + }, + "8": { + "Dice": 0.6947347224727632, + "FN": 45253, + "FP": 27514, + "IoU": 0.532255576267918, + "TN": 96982310, + "TP": 82803, + "n_pred": 110317, + "n_ref": 128056 + }, + "9": { + "Dice": 0.31444973521427616, + "FN": 50915, + "FP": 26110, + "IoU": 0.1865561305312071, + "TN": 97043190, + "TP": 17665, + "n_pred": 43775, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6765825413722584, + "FN": 24467, + "FP": 118022, + "IoU": 0.5112389419993071, + "TN": 130475261, + "TP": 149042, + "n_pred": 267064, + "n_ref": 173509 + }, + "10": { + "Dice": 0.17311581949003615, + "FN": 66806, + "FP": 32946, + "IoU": 0.09476015028041454, + "TN": 130656598, + "TP": 10442, + "n_pred": 43388, + "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": 2655, + "IoU": 0.0, + "TN": 130702770, + "TP": 0, + "n_pred": 2655, + "n_ref": 61367 + }, + "14": { + "Dice": 0.7790808193445543, + "FN": 55327, + "FP": 3711, + "IoU": 0.6381100663242163, + "TN": 130603654, + "TP": 104100, + "n_pred": 107811, + "n_ref": 159427 + }, + "15": { + "Dice": 0.2834997764197347, + "FN": 24035, + "FP": 0, + "IoU": 0.16516151441472735, + "TN": 130738002, + "TP": 4755, + "n_pred": 4755, + "n_ref": 28790 + }, + "2": { + "Dice": 0.3841116447022783, + "FN": 114421, + "FP": 52045, + "IoU": 0.2377092720811811, + "TN": 130548416, + "TP": 51910, + "n_pred": 103955, + "n_ref": 166331 + }, + "3": { + "Dice": 0.4949445837197333, + "FN": 61710, + "FP": 151235, + "IoU": 0.3288547241290192, + "TN": 130449506, + "TP": 104341, + "n_pred": 255576, + "n_ref": 166051 + }, + "4": { + "Dice": 0.5853375429473489, + "FN": 17329, + "FP": 533, + "IoU": 0.4137648101348912, + "TN": 130736323, + "TP": 12607, + "n_pred": 13140, + "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": 0.8125220614664259, + "FN": 203436, + "FP": 319721, + "IoU": 0.6842418162899226, + "TN": 129109964, + "TP": 1133671, + "n_pred": 1453392, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.5374549915839848, + "FN": 247105, + "FP": 94472, + "IoU": 0.3674792833665108, + "TN": 130226767, + "TP": 198448, + "n_pred": 292920, + "n_ref": 445553 + }, + "8": { + "Dice": 0.6664316760309552, + "FN": 104489, + "FP": 21373, + "IoU": 0.4997356821189947, + "TN": 130515201, + "TP": 125729, + "n_pred": 147102, + "n_ref": 230218 + }, + "9": { + "Dice": 0.17870047960055188, + "FN": 91149, + "FP": 8859, + "IoU": 0.0981170189741, + "TN": 130655904, + "TP": 10880, + "n_pred": 19739, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4742440870296212, + "FN": 102965, + "FP": 114056, + "IoU": 0.31082565893934583, + "TN": 71921108, + "TP": 97879, + "n_pred": 211935, + "n_ref": 200844 + }, + "10": { + "Dice": 0.1381835719453053, + "FN": 54927, + "FP": 41568, + "IoU": 0.07421976187506596, + "TN": 72131777, + "TP": 7736, + "n_pred": 49304, + "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": 0.0, + "FN": 70438, + "FP": 0, + "IoU": 0.0, + "TN": 72165570, + "TP": 0, + "n_pred": 0, + "n_ref": 70438 + }, + "14": { + "Dice": 0.16328376082998303, + "FN": 60483, + "FP": 76459, + "IoU": 0.0888998296785182, + "TN": 72085704, + "TP": 13362, + "n_pred": 89821, + "n_ref": 73845 + }, + "15": { + "Dice": 0.0, + "FN": 28316, + "FP": 0, + "IoU": 0.0, + "TN": 72207692, + "TP": 0, + "n_pred": 0, + "n_ref": 28316 + }, + "2": { + "Dice": 0.3900979127686243, + "FN": 84346, + "FP": 49952, + "IoU": 0.24231157650058957, + "TN": 72058761, + "TP": 42949, + "n_pred": 92901, + "n_ref": 127295 + }, + "3": { + "Dice": 0.2761517333055727, + "FN": 133761, + "FP": 47023, + "IoU": 0.16019491891540352, + "TN": 72020739, + "TP": 34485, + "n_pred": 81508, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2605, + "IoU": 0.0, + "TN": 72233403, + "TP": 0, + "n_pred": 2605, + "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": 0.5097278064804137, + "FN": 476156, + "FP": 1516068, + "IoU": 0.34203671563956783, + "TN": 69208143, + "TP": 1035641, + "n_pred": 2551709, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.07465081366495199, + "FN": 299505, + "FP": 686102, + "IoU": 0.038772610285333096, + "TN": 71210645, + "TP": 39756, + "n_pred": 725858, + "n_ref": 339261 + }, + "8": { + "Dice": 0.6443553168486033, + "FN": 21390, + "FP": 29597, + "IoU": 0.47531283444471883, + "TN": 72138832, + "TP": 46189, + "n_pred": 75786, + "n_ref": 67579 + }, + "9": { + "Dice": 0.01663245914101102, + "FN": 49073, + "FP": 15608, + "IoU": 0.008385969215674251, + "TN": 72170780, + "TP": 547, + "n_pred": 16155, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.21926154077301582, + "FN": 59805, + "FP": 148051, + "IoU": 0.12312955877203714, + "TN": 52316077, + "TP": 29187, + "n_pred": 177238, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0, + "FN": 47184, + "FP": 16886, + "IoU": 0.0, + "TN": 52489050, + "TP": 0, + "n_pred": 16886, + "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": 0, + "IoU": 0.0, + "TN": 52497283, + "TP": 0, + "n_pred": 0, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 0, + "IoU": 0.0, + "TN": 52527851, + "TP": 0, + "n_pred": 0, + "n_ref": 25269 + }, + "2": { + "Dice": 0.0011647794291106393, + "FN": 134997, + "FP": 493, + "IoU": 0.0005827290899836984, + "TN": 52417551, + "TP": 79, + "n_pred": 572, + "n_ref": 135076 + }, + "3": { + "Dice": 0.327446241556671, + "FN": 103463, + "FP": 59332, + "IoU": 0.19577621341237494, + "TN": 52350695, + "TP": 39630, + "n_pred": 98962, + "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": 0.7830595199838071, + "FN": 177050, + "FP": 153059, + "IoU": 0.6434657510722197, + "TN": 51627237, + "TP": 595774, + "n_pred": 748833, + "n_ref": 772824 + }, + "7": { + "Dice": 0.13939160569888331, + "FN": 177860, + "FP": 9880, + "IoU": 0.07491721854304635, + "TN": 52350176, + "TP": 15204, + "n_pred": 25084, + "n_ref": 193064 + }, + "8": { + "Dice": 0.5019937323793371, + "FN": 37186, + "FP": 7151, + "IoU": 0.3351078985648516, + "TN": 52486437, + "TP": 22346, + "n_pred": 29497, + "n_ref": 59532 + }, + "9": { + "Dice": 0.39169222191246167, + "FN": 55610, + "FP": 14214, + "IoU": 0.2435430750563356, + "TN": 52460816, + "TP": 22480, + "n_pred": 36694, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.44814197946195167, + "FN": 170835, + "FP": 129357, + "IoU": 0.28877769327542946, + "TN": 143715171, + "TP": 121887, + "n_pred": 251244, + "n_ref": 292722 + }, + "10": { + "Dice": 0.2537102172975403, + "FN": 77397, + "FP": 45452, + "IoU": 0.14528528988179307, + "TN": 143993519, + "TP": 20882, + "n_pred": 66334, + "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": 233, + "IoU": 0.0, + "TN": 144032716, + "TP": 0, + "n_pred": 233, + "n_ref": 104301 + }, + "14": { + "Dice": 0.5661309335752116, + "FN": 243444, + "FP": 11986, + "IoU": 0.3948274963395391, + "TN": 143715172, + "TP": 166648, + "n_pred": 178634, + "n_ref": 410092 + }, + "15": { + "Dice": 0.04076873245519326, + "FN": 22194, + "FP": 17, + "IoU": 0.020808535026231097, + "TN": 144114567, + "TP": 472, + "n_pred": 489, + "n_ref": 22666 + }, + "2": { + "Dice": 0.1898216960072339, + "FN": 121243, + "FP": 22114, + "IoU": 0.10486353503880713, + "TN": 143977099, + "TP": 16794, + "n_pred": 38908, + "n_ref": 138037 + }, + "3": { + "Dice": 0.6062479464067088, + "FN": 29358, + "FP": 158785, + "IoU": 0.43497546413920274, + "TN": 143804268, + "TP": 144839, + "n_pred": 303624, + "n_ref": 174197 + }, + "4": { + "Dice": 0.719425427735885, + "FN": 19066, + "FP": 5975, + "IoU": 0.5617989325400298, + "TN": 144080105, + "TP": 32104, + "n_pred": 38079, + "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": 0.6919529588375698, + "FN": 134345, + "FP": 955685, + "IoU": 0.5289969986267832, + "TN": 141822976, + "TP": 1224244, + "n_pred": 2179929, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.41248650886063215, + "FN": 142432, + "FP": 161316, + "IoU": 0.2598318131864115, + "TN": 143726873, + "TP": 106629, + "n_pred": 267945, + "n_ref": 249061 + }, + "8": { + "Dice": 0.6331731412515053, + "FN": 115546, + "FP": 16048, + "IoU": 0.4632431219790753, + "TN": 143892085, + "TP": 113571, + "n_pred": 129619, + "n_ref": 229117 + }, + "9": { + "Dice": 0.4459378244003715, + "FN": 65893, + "FP": 5094, + "IoU": 0.2869497960905639, + "TN": 144037696, + "TP": 28567, + "n_pred": 33661, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.49769603588862393, + "FN": 113942, + "FP": 88051, + "IoU": 0.3312885060401307, + "TN": 111476857, + "TP": 100070, + "n_pred": 188121, + "n_ref": 214012 + }, + "10": { + "Dice": 0.0584494614495223, + "FN": 44081, + "FP": 17809, + "IoU": 0.030104527432574323, + "TN": 111715109, + "TP": 1921, + "n_pred": 19730, + "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": 0.6822881260751084, + "FN": 34265, + "FP": 19482, + "IoU": 0.5177824830877998, + "TN": 111667462, + "TP": 57711, + "n_pred": 77193, + "n_ref": 91976 + }, + "15": { + "Dice": 0.33658567693386904, + "FN": 8093, + "FP": 2310, + "IoU": 0.2023462659101365, + "TN": 111765878, + "TP": 2639, + "n_pred": 4949, + "n_ref": 10732 + }, + "2": { + "Dice": 0.29578751642996826, + "FN": 169403, + "FP": 6329, + "IoU": 0.17356258053593432, + "TN": 111566282, + "TP": 36906, + "n_pred": 43235, + "n_ref": 206309 + }, + "3": { + "Dice": 0.03044352094293241, + "FN": 59637, + "FP": 182533, + "IoU": 0.015457043891174605, + "TN": 111532948, + "TP": 3802, + "n_pred": 186335, + "n_ref": 63439 + }, + "4": { + "Dice": 0.4597729415139965, + "FN": 13070, + "FP": 111, + "IoU": 0.2985098456625865, + "TN": 111760130, + "TP": 5609, + "n_pred": 5720, + "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": 0.8708410342100552, + "FN": 239863, + "FP": 55254, + "IoU": 0.7712297919016445, + "TN": 110488905, + "TP": 994898, + "n_pred": 1050152, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.19968739145536646, + "FN": 203898, + "FP": 72594, + "IoU": 0.11091817638093034, + "TN": 111467934, + "TP": 34494, + "n_pred": 107088, + "n_ref": 238392 + }, + "8": { + "Dice": 0.4588025207789513, + "FN": 193231, + "FP": 4975, + "IoU": 0.29769223410022644, + "TN": 111496699, + "TP": 84015, + "n_pred": 88990, + "n_ref": 277246 + }, + "9": { + "Dice": 0.2128607014527258, + "FN": 70683, + "FP": 731, + "IoU": 0.11910694461576415, + "TN": 111697850, + "TP": 9656, + "n_pred": 10387, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3576567901848687, + "FN": 115074, + "FP": 65709, + "IoU": 0.21777225859211727, + "TN": 198856762, + "TP": 50330, + "n_pred": 116039, + "n_ref": 165404 + }, + "10": { + "Dice": 0.17313603382277323, + "FN": 55551, + "FP": 16812, + "IoU": 0.09477226385118653, + "TN": 199007936, + "TP": 7576, + "n_pred": 24388, + "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": 0.0, + "FN": 46948, + "FP": 841, + "IoU": 0.0, + "TN": 199040086, + "TP": 0, + "n_pred": 841, + "n_ref": 46948 + }, + "15": { + "Dice": 0.0, + "FN": 138566, + "FP": 0, + "IoU": 0.0, + "TN": 198949309, + "TP": 0, + "n_pred": 0, + "n_ref": 138566 + }, + "2": { + "Dice": 0.0381284518797925, + "FN": 126965, + "FP": 4872, + "IoU": 0.019434734101896615, + "TN": 198953425, + "TP": 2613, + "n_pred": 7485, + "n_ref": 129578 + }, + "3": { + "Dice": 0.6225015829396279, + "FN": 17413, + "FP": 129848, + "IoU": 0.4519072945782886, + "TN": 198819196, + "TP": 121418, + "n_pred": 251266, + "n_ref": 138831 + }, + "4": { + "Dice": 0.02511514730164248, + "FN": 16253, + "FP": 51055, + "IoU": 0.012717271727172717, + "TN": 199019700, + "TP": 867, + "n_pred": 51922, + "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": 0.5278572796284683, + "FN": 112966, + "FP": 1751146, + "IoU": 0.3585639301977803, + "TN": 196181721, + "TP": 1042042, + "n_pred": 2793188, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.2890381111351792, + "FN": 110808, + "FP": 112380, + "IoU": 0.16893310892327856, + "TN": 198819319, + "TP": 45368, + "n_pred": 157748, + "n_ref": 156176 + }, + "8": { + "Dice": 0.6530558375634518, + "FN": 54029, + "FP": 14319, + "IoU": 0.484842546391908, + "TN": 198955201, + "TP": 64326, + "n_pred": 78645, + "n_ref": 118355 + }, + "9": { + "Dice": 0.046297334679077415, + "FN": 100922, + "FP": 1128, + "IoU": 0.023697226553904733, + "TN": 198983348, + "TP": 2477, + "n_pred": 3605, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6746848481875705, + "FN": 46827, + "FP": 85817, + "IoU": 0.5090750281281459, + "TN": 130805000, + "TP": 137548, + "n_pred": 223365, + "n_ref": 184375 + }, + "10": { + "Dice": 0.38574934860068844, + "FN": 44451, + "FP": 77428, + "IoU": 0.2389649638773892, + "TN": 130915043, + "TP": 38270, + "n_pred": 115698, + "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": 0.02877030162412993, + "FN": 88825, + "FP": 1174, + "IoU": 0.014595103578154425, + "TN": 130983860, + "TP": 1333, + "n_pred": 2507, + "n_ref": 90158 + }, + "14": { + "Dice": 0.04013518649220913, + "FN": 53656, + "FP": 87782, + "IoU": 0.020478548426192043, + "TN": 130930797, + "TP": 2957, + "n_pred": 90739, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6042441067143463, + "FN": 14737, + "FP": 2085, + "IoU": 0.4329153182308522, + "TN": 131045528, + "TP": 12842, + "n_pred": 14927, + "n_ref": 27579 + }, + "2": { + "Dice": 0.450560688974612, + "FN": 97476, + "FP": 55639, + "IoU": 0.2907895041571134, + "TN": 130859297, + "TP": 62780, + "n_pred": 118419, + "n_ref": 160256 + }, + "3": { + "Dice": 0.5610385087186894, + "FN": 80532, + "FP": 90875, + "IoU": 0.3898912598551318, + "TN": 130794247, + "TP": 109538, + "n_pred": 200413, + "n_ref": 190070 + }, + "4": { + "Dice": 0.1814279093592214, + "FN": 65642, + "FP": 1476, + "IoU": 0.09976393583346746, + "TN": 131000636, + "TP": 7438, + "n_pred": 8914, + "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": 0.7703038781711624, + "FN": 119225, + "FP": 685132, + "IoU": 0.6264180755693899, + "TN": 128922098, + "TP": 1348737, + "n_pred": 2033869, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.3165137805314631, + "FN": 510608, + "FP": 640635, + "IoU": 0.18801091263543812, + "TN": 129657386, + "TP": 266563, + "n_pred": 907198, + "n_ref": 777171 + }, + "8": { + "Dice": 0.6628612233057372, + "FN": 53925, + "FP": 21616, + "IoU": 0.4957310601256317, + "TN": 130925389, + "TP": 74262, + "n_pred": 95878, + "n_ref": 128187 + }, + "9": { + "Dice": 0.13428749106637336, + "FN": 58309, + "FP": 34962, + "IoU": 0.07197651858116512, + "TN": 130974687, + "TP": 7234, + "n_pred": 42196, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5852494968290738, + "FN": 92247, + "FP": 82499, + "IoU": 0.41367682536060957, + "TN": 101319163, + "TP": 123291, + "n_pred": 205790, + "n_ref": 215538 + }, + "10": { + "Dice": 0.11053553188384649, + "FN": 39763, + "FP": 57765, + "IoU": 0.058500984670039, + "TN": 101513612, + "TP": 6060, + "n_pred": 63825, + "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": 0.07362835212735715, + "FN": 57753, + "FP": 903, + "IoU": 0.03822126026858183, + "TN": 101556213, + "TP": 2331, + "n_pred": 3234, + "n_ref": 60084 + }, + "14": { + "Dice": 0.7865182535657405, + "FN": 17572, + "FP": 6421, + "IoU": 0.6481500491267176, + "TN": 101549009, + "TP": 44198, + "n_pred": 50619, + "n_ref": 61770 + }, + "15": { + "Dice": 0.010365781007982843, + "FN": 33092, + "FP": 132, + "IoU": 0.005209892807952572, + "TN": 101583802, + "TP": 174, + "n_pred": 306, + "n_ref": 33266 + }, + "2": { + "Dice": 0.25730347784659363, + "FN": 145339, + "FP": 10553, + "IoU": 0.14764675006561107, + "TN": 101434304, + "TP": 27004, + "n_pred": 37557, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6411248715686555, + "FN": 27271, + "FP": 135846, + "IoU": 0.47180558253999094, + "TN": 101308380, + "TP": 145703, + "n_pred": 281549, + "n_ref": 172974 + }, + "4": { + "Dice": 0.001362038053675418, + "FN": 16164, + "FP": 55689, + "IoU": 0.0006814831298155823, + "TN": 101545298, + "TP": 49, + "n_pred": 55738, + "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": 0.7930103109913137, + "FN": 245088, + "FP": 427614, + "IoU": 0.6570149838169882, + "TN": 99655884, + "TP": 1288614, + "n_pred": 1716228, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.648793076376988, + "FN": 186105, + "FP": 75600, + "IoU": 0.4801581941553179, + "TN": 101113768, + "TP": 241727, + "n_pred": 317327, + "n_ref": 427832 + }, + "8": { + "Dice": 0.5425582332172223, + "FN": 140358, + "FP": 14078, + "IoU": 0.3722675207908236, + "TN": 101371178, + "TP": 91586, + "n_pred": 105664, + "n_ref": 231944 + }, + "9": { + "Dice": 0.4006836159520842, + "FN": 55443, + "FP": 21004, + "IoU": 0.2505343032489559, + "TN": 101515198, + "TP": 25555, + "n_pred": 46559, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4443561925736051, + "FN": 150049, + "FP": 3856, + "IoU": 0.28564134697950755, + "TN": 118966767, + "TP": 61540, + "n_pred": 65396, + "n_ref": 211589 + }, + "10": { + "Dice": 0.3620275825109321, + "FN": 48998, + "FP": 62903, + "IoU": 0.22102178195766128, + "TN": 119038561, + "TP": 31750, + "n_pred": 94653, + "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": 3, + "IoU": 0.0, + "TN": 119149134, + "TP": 0, + "n_pred": 3, + "n_ref": 33075 + }, + "14": { + "Dice": 0.0001745302228169178, + "FN": 65861, + "FP": 2883, + "IoU": 8.727272727272727e-05, + "TN": 119113462, + "TP": 6, + "n_pred": 2889, + "n_ref": 65867 + }, + "15": { + "Dice": 0.02403204272363151, + "FN": 20468, + "FP": 0, + "IoU": 0.012162162162162163, + "TN": 119161492, + "TP": 252, + "n_pred": 252, + "n_ref": 20720 + }, + "2": { + "Dice": 0.45230359962559535, + "FN": 106264, + "FP": 104971, + "IoU": 0.29224310369667994, + "TN": 118883755, + "TP": 87222, + "n_pred": 192193, + "n_ref": 193486 + }, + "3": { + "Dice": 0.5991437757947904, + "FN": 95816, + "FP": 39578, + "IoU": 0.4276982644201912, + "TN": 118945634, + "TP": 101184, + "n_pred": 140762, + "n_ref": 197000 + }, + "4": { + "Dice": 0.06508574108435454, + "FN": 41741, + "FP": 4110, + "IoU": 0.03363753240457774, + "TN": 119134765, + "TP": 1596, + "n_pred": 5706, + "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": 0.8513539299260787, + "FN": 92548, + "FP": 482360, + "IoU": 0.741180379323711, + "TN": 116960943, + "TP": 1646361, + "n_pred": 2128721, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.26432331991328584, + "FN": 225932, + "FP": 173152, + "IoU": 0.1522883397270051, + "TN": 118711434, + "TP": 71694, + "n_pred": 244846, + "n_ref": 297626 + }, + "8": { + "Dice": 0.578774848201934, + "FN": 39699, + "FP": 22112, + "IoU": 0.4072365645018988, + "TN": 119077936, + "TP": 42465, + "n_pred": 64577, + "n_ref": 82164 + }, + "9": { + "Dice": 0.13225918054663174, + "FN": 78831, + "FP": 8954, + "IoU": 0.07081238422863191, + "TN": 119087737, + "TP": 6690, + "n_pred": 15644, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 12217, + "IoU": 0.0, + "TN": 61320263, + "TP": 0, + "n_pred": 12217, + "n_ref": 0 + }, + "10": { + "Dice": 0.051628395617589674, + "FN": 33224, + "FP": 11009, + "IoU": 0.026498228316130027, + "TN": 61287043, + "TP": 1204, + "n_pred": 12213, + "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": 0.06894295942287075, + "FN": 50799, + "FP": 438, + "IoU": 0.035702186923627054, + "TN": 61279346, + "TP": 1897, + "n_pred": 2335, + "n_ref": 52696 + }, + "14": { + "Dice": 0.012928949412920155, + "FN": 268812, + "FP": 536, + "IoU": 0.0065065360441441174, + "TN": 61061368, + "TP": 1764, + "n_pred": 2300, + "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": 0.1911207475091632, + "FN": 142431, + "FP": 14257, + "IoU": 0.10565699575910821, + "TN": 61157281, + "TP": 18511, + "n_pred": 32768, + "n_ref": 160942 + }, + "3": { + "Dice": 0.5635763881219029, + "FN": 52104, + "FP": 66440, + "IoU": 0.39234692569905427, + "TN": 61137395, + "TP": 76541, + "n_pred": 142981, + "n_ref": 128645 + }, + "4": { + "Dice": 0.3036532409067368, + "FN": 34567, + "FP": 391, + "IoU": 0.17900422733677784, + "TN": 61289900, + "TP": 7622, + "n_pred": 8013, + "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": 0.7647334718061126, + "FN": 127521, + "FP": 536112, + "IoU": 0.6190837801816322, + "TN": 59590278, + "TP": 1078569, + "n_pred": 1614681, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.12757592155448028, + "FN": 179826, + "FP": 153905, + "IoU": 0.06813409580824947, + "TN": 60974348, + "TP": 24401, + "n_pred": 178306, + "n_ref": 204227 + }, + "8": { + "Dice": 0.49120209452444363, + "FN": 55009, + "FP": 1348, + "IoU": 0.3255585739758978, + "TN": 61248919, + "TP": 27204, + "n_pred": 28552, + "n_ref": 82213 + }, + "9": { + "Dice": 0.2828018533660398, + "FN": 50404, + "FP": 15381, + "IoU": 0.16468795632023364, + "TN": 61253725, + "TP": 12970, + "n_pred": 28351, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6867181355876485, + "FN": 41375, + "FP": 82512, + "IoU": 0.5229023214258207, + "TN": 148847832, + "TP": 135781, + "n_pred": 218293, + "n_ref": 177156 + }, + "10": { + "Dice": 0.21247231564268723, + "FN": 62441, + "FP": 14365, + "IoU": 0.11886379019583099, + "TN": 149020333, + "TP": 10361, + "n_pred": 24726, + "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": 737, + "IoU": 0.0, + "TN": 149022396, + "TP": 0, + "n_pred": 737, + "n_ref": 84367 + }, + "14": { + "Dice": 0.5814907149413675, + "FN": 39536, + "FP": 37517, + "IoU": 0.40993084857906464, + "TN": 148976917, + "TP": 53530, + "n_pred": 91047, + "n_ref": 93066 + }, + "15": { + "Dice": 0.37138798701298703, + "FN": 28892, + "FP": 2086, + "IoU": 0.2280395723790775, + "TN": 149067371, + "TP": 9151, + "n_pred": 11237, + "n_ref": 38043 + }, + "2": { + "Dice": 0.19855708591897483, + "FN": 137326, + "FP": 21528, + "IoU": 0.1102211368270114, + "TN": 148928968, + "TP": 19678, + "n_pred": 41206, + "n_ref": 157004 + }, + "3": { + "Dice": 0.10249847341921188, + "FN": 46070, + "FP": 199385, + "IoU": 0.05401759734228488, + "TN": 148848029, + "TP": 14016, + "n_pred": 213401, + "n_ref": 60086 + }, + "4": { + "Dice": 0.6625560807082364, + "FN": 12025, + "FP": 2040, + "IoU": 0.4953898037527356, + "TN": 149079627, + "TP": 13808, + "n_pred": 15848, + "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": 0.8635065761247467, + "FN": 172185, + "FP": 123047, + "IoU": 0.7597990080579023, + "TN": 147878396, + "TP": 933872, + "n_pred": 1056919, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.24971626336364527, + "FN": 221667, + "FP": 99615, + "IoU": 0.14267187550033622, + "TN": 148732752, + "TP": 53466, + "n_pred": 153081, + "n_ref": 275133 + }, + "8": { + "Dice": 0.7030654396840501, + "FN": 101249, + "FP": 6717, + "IoU": 0.5420978522715706, + "TN": 148871716, + "TP": 127818, + "n_pred": 134535, + "n_ref": 229067 + }, + "9": { + "Dice": 0.1286820747332427, + "FN": 81240, + "FP": 3358, + "IoU": 0.06876547966316253, + "TN": 149016655, + "TP": 6247, + "n_pred": 9605, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0286692593361826, + "FN": 507581, + "FP": 2186, + "IoU": 0.014543099615302828, + "TN": 100195510, + "TP": 7523, + "n_pred": 9709, + "n_ref": 515104 + }, + "10": { + "Dice": 0.07402470326304296, + "FN": 35861, + "FP": 29436, + "IoU": 0.038434918344206044, + "TN": 100644893, + "TP": 2610, + "n_pred": 32046, + "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": 0.0008313361780618177, + "FN": 153831, + "FP": 10, + "IoU": 0.0004158409408401286, + "TN": 100558895, + "TP": 64, + "n_pred": 74, + "n_ref": 153895 + }, + "15": { + "Dice": 0.0, + "FN": 95266, + "FP": 0, + "IoU": 0.0, + "TN": 100617534, + "TP": 0, + "n_pred": 0, + "n_ref": 95266 + }, + "2": { + "Dice": 0.00505369551484523, + "FN": 232412, + "FP": 60538, + "IoU": 0.00253324889170361, + "TN": 100419106, + "TP": 744, + "n_pred": 61282, + "n_ref": 233156 + }, + "3": { + "Dice": 0.14064456831743605, + "FN": 203899, + "FP": 41068, + "IoU": 0.07564157230022678, + "TN": 100447787, + "TP": 20046, + "n_pred": 61114, + "n_ref": 223945 + }, + "4": { + "Dice": 0.0, + "FN": 57652, + "FP": 1380, + "IoU": 0.0, + "TN": 100653768, + "TP": 0, + "n_pred": 1380, + "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": 0.46216268352589907, + "FN": 1146115, + "FP": 1023027, + "IoU": 0.3005276816832156, + "TN": 97611688, + "TP": 931970, + "n_pred": 1954997, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.007722293953752726, + "FN": 171048, + "FP": 150190, + "IoU": 0.0038761132197167028, + "TN": 100390312, + "TP": 1250, + "n_pred": 151440, + "n_ref": 172298 + }, + "8": { + "Dice": 0.5277346299603827, + "FN": 53849, + "FP": 39490, + "IoU": 0.3584507526290467, + "TN": 100567310, + "TP": 52151, + "n_pred": 91641, + "n_ref": 106000 + }, + "9": { + "Dice": 0.04394638146679348, + "FN": 99406, + "FP": 7150, + "IoU": 0.02246685931837989, + "TN": 100603795, + "TP": 2449, + "n_pred": 9599, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4528349222277973, + "FN": 27294, + "FP": 94842, + "IoU": 0.2926868817901735, + "TN": 78778024, + "TP": 50540, + "n_pred": 145382, + "n_ref": 77834 + }, + "10": { + "Dice": 0.14057720126159026, + "FN": 35980, + "FP": 261, + "IoU": 0.0756026017089657, + "TN": 78911495, + "TP": 2964, + "n_pred": 3225, + "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": 0.34157884358362, + "FN": 19474, + "FP": 10577, + "IoU": 0.20596628441579032, + "TN": 78912854, + "TP": 7795, + "n_pred": 18372, + "n_ref": 27269 + }, + "15": { + "Dice": 0.07752467359315805, + "FN": 56735, + "FP": 0, + "IoU": 0.04032544528831678, + "TN": 78891581, + "TP": 2384, + "n_pred": 2384, + "n_ref": 59119 + }, + "2": { + "Dice": 0.13773832413879855, + "FN": 92456, + "FP": 3512, + "IoU": 0.07396292686692463, + "TN": 78847067, + "TP": 7665, + "n_pred": 11177, + "n_ref": 100121 + }, + "3": { + "Dice": 0.39827509805088723, + "FN": 54568, + "FP": 36411, + "IoU": 0.24865387156448204, + "TN": 78829612, + "TP": 30109, + "n_pred": 66520, + "n_ref": 84677 + }, + "4": { + "Dice": 0.0, + "FN": 17128, + "FP": 3421, + "IoU": 0.0, + "TN": 78930151, + "TP": 0, + "n_pred": 3421, + "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": 0.7709033288432028, + "FN": 213770, + "FP": 79438, + "IoU": 0.6272113064285224, + "TN": 78164174, + "TP": 493318, + "n_pred": 572756, + "n_ref": 707088 + }, + "7": { + "Dice": 0.10455788025514123, + "FN": 680149, + "FP": 21489, + "IoU": 0.05516279245140735, + "TN": 78208098, + "TP": 40964, + "n_pred": 62453, + "n_ref": 721113 + }, + "8": { + "Dice": 0.29828495609598593, + "FN": 271983, + "FP": 6200, + "IoU": 0.17528490281878875, + "TN": 78613392, + "TP": 59125, + "n_pred": 65325, + "n_ref": 331108 + }, + "9": { + "Dice": 0.0, + "FN": 57048, + "FP": 3898, + "IoU": 0.0, + "TN": 78889754, + "TP": 0, + "n_pred": 3898, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7093941275614299, + "FN": 28246, + "FP": 70034, + "IoU": 0.5496597704309575, + "TN": 104786205, + "TP": 119955, + "n_pred": 189989, + "n_ref": 148201 + }, + "10": { + "Dice": 0.37079008623428233, + "FN": 55136, + "FP": 53801, + "IoU": 0.22758889637324067, + "TN": 104863405, + "TP": 32098, + "n_pred": 85899, + "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": 0.005612722170252572, + "FN": 77599, + "FP": 0, + "IoU": 0.0028142589118198874, + "TN": 104926622, + "TP": 219, + "n_pred": 219, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7847555762533972, + "FN": 13631, + "FP": 17336, + "IoU": 0.6457594545745727, + "TN": 104917022, + "TP": 56451, + "n_pred": 73787, + "n_ref": 70082 + }, + "15": { + "Dice": 0.0, + "FN": 24360, + "FP": 0, + "IoU": 0.0, + "TN": 104980080, + "TP": 0, + "n_pred": 0, + "n_ref": 24360 + }, + "2": { + "Dice": 0.25734030331905494, + "FN": 141853, + "FP": 24935, + "IoU": 0.1476710018652426, + "TN": 104808755, + "TP": 28897, + "n_pred": 53832, + "n_ref": 170750 + }, + "3": { + "Dice": 0.6200908401975304, + "FN": 28351, + "FP": 125051, + "IoU": 0.44937076893256855, + "TN": 104725846, + "TP": 125192, + "n_pred": 250243, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 9588, + "IoU": 0.0, + "TN": 104994852, + "TP": 0, + "n_pred": 9588, + "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": 0.755135392069368, + "FN": 100774, + "FP": 635373, + "IoU": 0.6066004184379918, + "TN": 103133195, + "TP": 1135098, + "n_pred": 1770471, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.4798444530694334, + "FN": 100897, + "FP": 179200, + "IoU": 0.31565483811068873, + "TN": 104595148, + "TP": 129195, + "n_pred": 308395, + "n_ref": 230092 + }, + "8": { + "Dice": 0.40658364267260927, + "FN": 267108, + "FP": 22081, + "IoU": 0.25516472251770084, + "TN": 104616181, + "TP": 99070, + "n_pred": 121151, + "n_ref": 366178 + }, + "9": { + "Dice": 0.31097282783482794, + "FN": 72765, + "FP": 19360, + "IoU": 0.1841135731618754, + "TN": 104891526, + "TP": 20789, + "n_pred": 40149, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.42172816136242275, + "FN": 286230, + "FP": 75464, + "IoU": 0.26720882362475284, + "TN": 177182704, + "TP": 131890, + "n_pred": 207354, + "n_ref": 418120 + }, + "10": { + "Dice": 0.039559438350024616, + "FN": 69269, + "FP": 61446, + "IoU": 0.02017885118472044, + "TN": 177542881, + "TP": 2692, + "n_pred": 64138, + "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": 0.0, + "FN": 77083, + "FP": 17, + "IoU": 0.0, + "TN": 177599188, + "TP": 0, + "n_pred": 17, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8028510993266996, + "FN": 22348, + "FP": 4122, + "IoU": 0.6706359575447634, + "TN": 177595921, + "TP": 53897, + "n_pred": 58019, + "n_ref": 76245 + }, + "15": { + "Dice": 0.22812786784949526, + "FN": 20186, + "FP": 0, + "IoU": 0.12874962234019596, + "TN": 177653119, + "TP": 2983, + "n_pred": 2983, + "n_ref": 23169 + }, + "2": { + "Dice": 0.26606965436014185, + "FN": 173929, + "FP": 49155, + "IoU": 0.15344887124745277, + "TN": 177412767, + "TP": 40437, + "n_pred": 89592, + "n_ref": 214366 + }, + "3": { + "Dice": 0.6276542877746765, + "FN": 39064, + "FP": 160240, + "IoU": 0.45735872687422574, + "TN": 177309003, + "TP": 167981, + "n_pred": 328221, + "n_ref": 207045 + }, + "4": { + "Dice": 0.6353320089097586, + "FN": 13326, + "FP": 10904, + "IoU": 0.46555793281425767, + "TN": 177630951, + "TP": 21107, + "n_pred": 32011, + "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": 0.7525530162853198, + "FN": 266564, + "FP": 745510, + "IoU": 0.603274548826394, + "TN": 175125219, + "TP": 1538995, + "n_pred": 2284505, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.47285762583524005, + "FN": 181469, + "FP": 234838, + "IoU": 0.3096355872476266, + "TN": 177073263, + "TP": 186718, + "n_pred": 421556, + "n_ref": 368187 + }, + "8": { + "Dice": 0.592703468534375, + "FN": 93918, + "FP": 51115, + "IoU": 0.42116459131545336, + "TN": 177425728, + "TP": 105527, + "n_pred": 156642, + "n_ref": 199445 + }, + "9": { + "Dice": 0.19685229596195886, + "FN": 118520, + "FP": 17783, + "IoU": 0.109171475814832, + "TN": 177523281, + "TP": 16704, + "n_pred": 34487, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6838998489963727, + "FN": 40095, + "FP": 95762, + "IoU": 0.5196411902808814, + "TN": 193722711, + "TP": 146967, + "n_pred": 242729, + "n_ref": 187062 + }, + "10": { + "Dice": 0.34993793959453867, + "FN": 65901, + "FP": 12659, + "IoU": 0.21207562308810993, + "TN": 193905830, + "TP": 21145, + "n_pred": 33804, + "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": 58, + "IoU": 0.0, + "TN": 193938600, + "TP": 0, + "n_pred": 58, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7420101277708844, + "FN": 20587, + "FP": 17878, + "IoU": 0.5898379185327361, + "TN": 193911755, + "TP": 55315, + "n_pred": 73193, + "n_ref": 75902 + }, + "15": { + "Dice": 0.6245134945447585, + "FN": 11178, + "FP": 592, + "IoU": 0.4540309861768253, + "TN": 193983977, + "TP": 9788, + "n_pred": 10380, + "n_ref": 20966 + }, + "2": { + "Dice": 0.13255392058052812, + "FN": 127391, + "FP": 23228, + "IoU": 0.07098139113164371, + "TN": 193843408, + "TP": 11508, + "n_pred": 34736, + "n_ref": 138899 + }, + "3": { + "Dice": 0.39231470048789846, + "FN": 69102, + "FP": 133668, + "IoU": 0.2440245616520582, + "TN": 193737312, + "TP": 65453, + "n_pred": 199121, + "n_ref": 134555 + }, + "4": { + "Dice": 0.5956607495069034, + "FN": 6835, + "FP": 12435, + "IoU": 0.4241573033707865, + "TN": 193972071, + "TP": 14194, + "n_pred": 26629, + "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": 0.7153342958219359, + "FN": 242132, + "FP": 667626, + "IoU": 0.5568252452723571, + "TN": 191952715, + "TP": 1143062, + "n_pred": 1810688, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.29220503540046916, + "FN": 253833, + "FP": 76267, + "IoU": 0.17110077114496572, + "TN": 193607296, + "TP": 68139, + "n_pred": 144406, + "n_ref": 321972 + }, + "8": { + "Dice": 0.5333987225468705, + "FN": 151128, + "FP": 6810, + "IoU": 0.3636971621033633, + "TN": 193757323, + "TP": 90274, + "n_pred": 97084, + "n_ref": 241402 + }, + "9": { + "Dice": 0.15011611382621054, + "FN": 89755, + "FP": 8325, + "IoU": 0.08114893856214049, + "TN": 193898793, + "TP": 8662, + "n_pred": 16987, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6416584617166686, + "FN": 25822, + "FP": 73172, + "IoU": 0.47238374417055295, + "TN": 99468175, + "TP": 88631, + "n_pred": 161803, + "n_ref": 114453 + }, + "10": { + "Dice": 0.3172239519877262, + "FN": 54110, + "FP": 21545, + "IoU": 0.18851228145446744, + "TN": 99562570, + "TP": 17575, + "n_pred": 39120, + "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": 4717, + "IoU": 0.0, + "TN": 99605652, + "TP": 0, + "n_pred": 4717, + "n_ref": 45431 + }, + "14": { + "Dice": 0.29166985975936854, + "FN": 38916, + "FP": 35028, + "IoU": 0.17073389556791674, + "TN": 99566632, + "TP": 15224, + "n_pred": 50252, + "n_ref": 54140 + }, + "15": { + "Dice": 0.3428359381821357, + "FN": 30094, + "FP": 12, + "IoU": 0.2068811085645038, + "TN": 99617841, + "TP": 7853, + "n_pred": 7865, + "n_ref": 37947 + }, + "2": { + "Dice": 0.3487083465566487, + "FN": 59813, + "FP": 145409, + "IoU": 0.21117308128428167, + "TN": 99395639, + "TP": 54939, + "n_pred": 200348, + "n_ref": 114752 + }, + "3": { + "Dice": 0.28771679877330986, + "FN": 99979, + "FP": 18010, + "IoU": 0.16803108187196356, + "TN": 99513981, + "TP": 23830, + "n_pred": 41840, + "n_ref": 123809 + }, + "4": { + "Dice": 0.002762036287442259, + "FN": 18877, + "FP": 2064, + "IoU": 0.0013829279923700524, + "TN": 99634830, + "TP": 29, + "n_pred": 2093, + "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": 0.8662997975850439, + "FN": 229799, + "FP": 117241, + "IoU": 0.7641348177760681, + "TN": 98184451, + "TP": 1124309, + "n_pred": 1241550, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.4120167156638783, + "FN": 80851, + "FP": 164956, + "IoU": 0.2594591011933275, + "TN": 99323871, + "TP": 86122, + "n_pred": 251078, + "n_ref": 166973 + }, + "8": { + "Dice": 0.535396144871898, + "FN": 54342, + "FP": 26500, + "IoU": 0.36555696818445793, + "TN": 99528378, + "TP": 46580, + "n_pred": 73080, + "n_ref": 100922 + }, + "9": { + "Dice": 0.18310029715605816, + "FN": 85706, + "FP": 1989, + "IoU": 0.10077622714641674, + "TN": 99558277, + "TP": 9828, + "n_pred": 11817, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48967170199686416, + "FN": 269685, + "FP": 99734, + "IoU": 0.32421540577917946, + "TN": 62536868, + "TP": 177233, + "n_pred": 276967, + "n_ref": 446918 + }, + "10": { + "Dice": 0.1860833256859686, + "FN": 62734, + "FP": 8220, + "IoU": 0.10258647947890975, + "TN": 63004455, + "TP": 8111, + "n_pred": 16331, + "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": 14, + "IoU": 0.0, + "TN": 63037851, + "TP": 0, + "n_pred": 14, + "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": 0.23849648584630917, + "FN": 102475, + "FP": 34802, + "IoU": 0.1353937042588837, + "TN": 62924746, + "TP": 21497, + "n_pred": 56299, + "n_ref": 123972 + }, + "3": { + "Dice": 0.4086509668035592, + "FN": 51168, + "FP": 170006, + "IoU": 0.25679530906097214, + "TN": 62785925, + "TP": 76421, + "n_pred": 246427, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0012168814646827811, + "FN": 18018, + "FP": 39, + "IoU": 0.0006088111578481293, + "TN": 63065452, + "TP": 11, + "n_pred": 50, + "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": 0.7263386533871248, + "FN": 318417, + "FP": 292891, + "IoU": 0.5702761219210437, + "TN": 61660960, + "TP": 811252, + "n_pred": 1104143, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.3430910777904481, + "FN": 108217, + "FP": 77277, + "IoU": 0.20706695050740806, + "TN": 62849586, + "TP": 48440, + "n_pred": 125717, + "n_ref": 156657 + }, + "8": { + "Dice": 0.7280216328425883, + "FN": 45324, + "FP": 4463, + "IoU": 0.5723537849700655, + "TN": 62967099, + "TP": 66634, + "n_pred": 71097, + "n_ref": 111958 + }, + "9": { + "Dice": 0.11905010111961303, + "FN": 40034, + "FP": 2219, + "IoU": 0.06329254234282167, + "TN": 63038412, + "TP": 2855, + "n_pred": 5074, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5616293904462986, + "FN": 188127, + "FP": 6012, + "IoU": 0.3904622262968521, + "TN": 109290316, + "TP": 124363, + "n_pred": 130375, + "n_ref": 312490 + }, + "10": { + "Dice": 0.30065686047503565, + "FN": 63257, + "FP": 51515, + "IoU": 0.17692533866884677, + "TN": 109469375, + "TP": 24671, + "n_pred": 76186, + "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": 0.018349749162854024, + "FN": 80031, + "FP": 0, + "IoU": 0.009259832382178536, + "TN": 109528039, + "TP": 748, + "n_pred": 748, + "n_ref": 80779 + }, + "14": { + "Dice": 0.20101495059106297, + "FN": 80022, + "FP": 54277, + "IoU": 0.11173797728730828, + "TN": 109457625, + "TP": 16894, + "n_pred": 71171, + "n_ref": 96916 + }, + "15": { + "Dice": 0.017060705927305728, + "FN": 102648, + "FP": 251, + "IoU": 0.008603745953445352, + "TN": 109505026, + "TP": 893, + "n_pred": 1144, + "n_ref": 103541 + }, + "2": { + "Dice": 0.3993284890452195, + "FN": 141630, + "FP": 76272, + "IoU": 0.24947560215338938, + "TN": 109318485, + "TP": 72431, + "n_pred": 148703, + "n_ref": 214061 + }, + "3": { + "Dice": 0.3945715534471667, + "FN": 165340, + "FP": 81228, + "IoU": 0.24577336616551704, + "TN": 109281903, + "TP": 80347, + "n_pred": 161575, + "n_ref": 245687 + }, + "4": { + "Dice": 0.03663015361032159, + "FN": 49143, + "FP": 11189, + "IoU": 0.018656777110883392, + "TN": 109547339, + "TP": 1147, + "n_pred": 12336, + "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": 0.7267501869430588, + "FN": 105584, + "FP": 755342, + "IoU": 0.5707836588628329, + "TN": 107603009, + "TP": 1144883, + "n_pred": 1900225, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.46781526767256343, + "FN": 808516, + "FP": 77562, + "IoU": 0.30532562934623253, + "TN": 108333288, + "TP": 389452, + "n_pred": 467014, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.5903496958157247, + "FN": 44926, + "FP": 16821, + "IoU": 0.41879159254134546, + "TN": 109502579, + "TP": 44492, + "n_pred": 61313, + "n_ref": 89418 + }, + "9": { + "Dice": 0.17751493631615303, + "FN": 47877, + "FP": 19992, + "IoU": 0.09740268376045642, + "TN": 109533625, + "TP": 7324, + "n_pred": 27316, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6037728592581197, + "FN": 11679, + "FP": 50136, + "IoU": 0.432431687968268, + "TN": 66958440, + "TP": 47097, + "n_pred": 97233, + "n_ref": 58776 + }, + "10": { + "Dice": 0.14549911598494464, + "FN": 72089, + "FP": 6690, + "IoU": 0.0784572912523688, + "TN": 66981866, + "TP": 6707, + "n_pred": 13397, + "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": 0.0, + "FN": 75476, + "FP": 882, + "IoU": 0.0, + "TN": 66990994, + "TP": 0, + "n_pred": 882, + "n_ref": 75476 + }, + "15": { + "Dice": 0.03158131064933769, + "FN": 30729, + "FP": 8092, + "IoU": 0.01604400060830334, + "TN": 67027898, + "TP": 633, + "n_pred": 8725, + "n_ref": 31362 + }, + "2": { + "Dice": 0.03439078728544981, + "FN": 143298, + "FP": 10567, + "IoU": 0.017496248523354938, + "TN": 66910747, + "TP": 2740, + "n_pred": 13307, + "n_ref": 146038 + }, + "3": { + "Dice": 0.6565327161792552, + "FN": 29309, + "FP": 107821, + "IoU": 0.488685302638791, + "TN": 66799161, + "TP": 131061, + "n_pred": 238882, + "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": 0.819026002362091, + "FN": 254973, + "FP": 109566, + "IoU": 0.6935173881899535, + "TN": 65877924, + "TP": 824889, + "n_pred": 934455, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.04262569983501474, + "FN": 342942, + "FP": 46425, + "IoU": 0.021776979411358297, + "TN": 66669317, + "TP": 8668, + "n_pred": 55093, + "n_ref": 351610 + }, + "8": { + "Dice": 0.6144218542384021, + "FN": 42710, + "FP": 11264, + "IoU": 0.4434407803831797, + "TN": 66970374, + "TP": 43004, + "n_pred": 54268, + "n_ref": 85714 + }, + "9": { + "Dice": 0.20661356504948106, + "FN": 68356, + "FP": 671, + "IoU": 0.11520861372812921, + "TN": 66989337, + "TP": 8988, + "n_pred": 9659, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.49797871948750044, + "FN": 112589, + "FP": 23765, + "IoU": 0.331539057367807, + "TN": 74315298, + "TP": 67628, + "n_pred": 91393, + "n_ref": 180217 + }, + "10": { + "Dice": 0.13575252463803383, + "FN": 51686, + "FP": 5140, + "IoU": 0.0728189397771215, + "TN": 74457991, + "TP": 4463, + "n_pred": 9603, + "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": 103, + "IoU": 0.0, + "TN": 74476287, + "TP": 0, + "n_pred": 103, + "n_ref": 42890 + }, + "14": { + "Dice": 0.020155038759689922, + "FN": 31600, + "FP": 0, + "IoU": 0.010180109631949883, + "TN": 74487355, + "TP": 325, + "n_pred": 325, + "n_ref": 31925 + }, + "15": { + "Dice": 0.48725251190449065, + "FN": 19666, + "FP": 2839, + "IoU": 0.3220977167299235, + "TN": 74486082, + "TP": 10693, + "n_pred": 13532, + "n_ref": 30359 + }, + "2": { + "Dice": 0.21697259033665323, + "FN": 117184, + "FP": 54050, + "IoU": 0.12168774813036654, + "TN": 74324322, + "TP": 23724, + "n_pred": 77774, + "n_ref": 140908 + }, + "3": { + "Dice": 0.37454142444470667, + "FN": 82644, + "FP": 161156, + "IoU": 0.23042200525888817, + "TN": 74202483, + "TP": 72997, + "n_pred": 234153, + "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": 0.8264699355017685, + "FN": 414252, + "FP": 86174, + "IoU": 0.7042597036959115, + "TN": 72827167, + "TP": 1191687, + "n_pred": 1277861, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.2781797048360396, + "FN": 127702, + "FP": 77230, + "IoU": 0.16156140429832133, + "TN": 74274859, + "TP": 39489, + "n_pred": 116719, + "n_ref": 167191 + }, + "8": { + "Dice": 0.8455564157939774, + "FN": 12502, + "FP": 6449, + "IoU": 0.732436324617383, + "TN": 74448452, + "TP": 51877, + "n_pred": 58326, + "n_ref": 64379 + }, + "9": { + "Dice": 0.12522183704057893, + "FN": 86049, + "FP": 9084, + "IoU": 0.06679288222714877, + "TN": 74417338, + "TP": 6809, + "n_pred": 15893, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5083553532420786, + "FN": 171917, + "FP": 42797, + "IoU": 0.34080191575586394, + "TN": 65725460, + "TP": 111006, + "n_pred": 153803, + "n_ref": 282923 + }, + "10": { + "Dice": 0.21276833720809465, + "FN": 70217, + "FP": 28320, + "IoU": 0.11904910909854899, + "TN": 65939327, + "TP": 13316, + "n_pred": 41636, + "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": 0, + "IoU": 0.0, + "TN": 66003554, + "TP": 0, + "n_pred": 0, + "n_ref": 47626 + }, + "14": { + "Dice": 0.6283738916448576, + "FN": 26495, + "FP": 11561, + "IoU": 0.45812330912715366, + "TN": 65980950, + "TP": 32174, + "n_pred": 43735, + "n_ref": 58669 + }, + "15": { + "Dice": 0.6546976650360583, + "FN": 11614, + "FP": 2080, + "IoU": 0.4866546708651972, + "TN": 66024504, + "TP": 12982, + "n_pred": 15062, + "n_ref": 24596 + }, + "2": { + "Dice": 0.4797687165936221, + "FN": 84124, + "FP": 45617, + "IoU": 0.3155892934386968, + "TN": 65861614, + "TP": 59825, + "n_pred": 105442, + "n_ref": 143949 + }, + "3": { + "Dice": 0.26882725301077354, + "FN": 126335, + "FP": 39533, + "IoU": 0.15528620900387044, + "TN": 65854820, + "TP": 30492, + "n_pred": 70025, + "n_ref": 156827 + }, + "4": { + "Dice": 0.6854105138806852, + "FN": 12122, + "FP": 3856, + "IoU": 0.5213874910136592, + "TN": 66017796, + "TP": 17406, + "n_pred": 21262, + "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": 0.7545942100457839, + "FN": 117642, + "FP": 471540, + "IoU": 0.6059022819169039, + "TN": 64556165, + "TP": 905833, + "n_pred": 1377373, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.5041063049656068, + "FN": 630000, + "FP": 51773, + "IoU": 0.33699340176309556, + "TN": 65022875, + "TP": 346532, + "n_pred": 398305, + "n_ref": 976532 + }, + "8": { + "Dice": 0.7435228545250941, + "FN": 22869, + "FP": 17441, + "IoU": 0.5917519926270268, + "TN": 65952441, + "TP": 58429, + "n_pred": 75870, + "n_ref": 81298 + }, + "9": { + "Dice": 0.27504093567251464, + "FN": 58327, + "FP": 3657, + "IoU": 0.1594478045076076, + "TN": 65977438, + "TP": 11758, + "n_pred": 15415, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8280694523159359, + "FN": 33106, + "FP": 16949, + "IoU": 0.706585773322782, + "TN": 113301945, + "TP": 120540, + "n_pred": 137489, + "n_ref": 153646 + }, + "10": { + "Dice": 0.42099417999831307, + "FN": 50619, + "FP": 31755, + "IoU": 0.26661977724557295, + "TN": 113360219, + "TP": 29947, + "n_pred": 61702, + "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": 0.004985333551546587, + "FN": 76678, + "FP": 2359, + "IoU": 0.002498895690035969, + "TN": 113393305, + "TP": 198, + "n_pred": 2557, + "n_ref": 76876 + }, + "14": { + "Dice": 0.7647522186591096, + "FN": 99522, + "FP": 1420, + "IoU": 0.6191083523574137, + "TN": 113207525, + "TP": 164073, + "n_pred": 165493, + "n_ref": 263595 + }, + "15": { + "Dice": 0.16001008996888927, + "FN": 19980, + "FP": 0, + "IoU": 0.08696248229219028, + "TN": 113450657, + "TP": 1903, + "n_pred": 1903, + "n_ref": 21883 + }, + "2": { + "Dice": 0.3393879399706764, + "FN": 90746, + "FP": 50732, + "IoU": 0.20437521088741423, + "TN": 113294720, + "TP": 36342, + "n_pred": 87074, + "n_ref": 127088 + }, + "3": { + "Dice": 0.4598051290273213, + "FN": 57206, + "FP": 91044, + "IoU": 0.2985369823605118, + "TN": 113261196, + "TP": 63094, + "n_pred": 154138, + "n_ref": 120300 + }, + "4": { + "Dice": 0.4427160185069401, + "FN": 22241, + "FP": 42, + "IoU": 0.28428727436243334, + "TN": 113441406, + "TP": 8851, + "n_pred": 8893, + "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": 0.8630864190879491, + "FN": 182436, + "FP": 122516, + "IoU": 0.7591486578914529, + "TN": 112206398, + "TP": 961190, + "n_pred": 1083706, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.2306947915862716, + "FN": 179166, + "FP": 79996, + "IoU": 0.13038722233407155, + "TN": 113174520, + "TP": 38858, + "n_pred": 118854, + "n_ref": 218024 + }, + "8": { + "Dice": 0.5887213423565857, + "FN": 118316, + "FP": 16175, + "IoU": 0.41715457055068494, + "TN": 113241791, + "TP": 96258, + "n_pred": 112433, + "n_ref": 214574 + }, + "9": { + "Dice": 0.0892359943796495, + "FN": 101063, + "FP": 4592, + "IoU": 0.04670173507412186, + "TN": 113361709, + "TP": 5176, + "n_pred": 9768, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6554800727819422, + "FN": 33885, + "FP": 64195, + "IoU": 0.48751979015900054, + "TN": 75005345, + "TP": 93303, + "n_pred": 157498, + "n_ref": 127188 + }, + "10": { + "Dice": 0.10768846967141059, + "FN": 90990, + "FP": 59236, + "IoU": 0.05690842546032105, + "TN": 75037437, + "TP": 9065, + "n_pred": 68301, + "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": 25, + "IoU": 0.0, + "TN": 75141443, + "TP": 0, + "n_pred": 25, + "n_ref": 55260 + }, + "14": { + "Dice": 0.7804861517084785, + "FN": 40936, + "FP": 10882, + "IoU": 0.6399977768205756, + "TN": 75052790, + "TP": 92120, + "n_pred": 103002, + "n_ref": 133056 + }, + "15": { + "Dice": 0.0, + "FN": 73812, + "FP": 111, + "IoU": 0.0, + "TN": 75122805, + "TP": 0, + "n_pred": 111, + "n_ref": 73812 + }, + "2": { + "Dice": 0.2115361501731843, + "FN": 126952, + "FP": 17370, + "IoU": 0.11827812465634584, + "TN": 75033046, + "TP": 19360, + "n_pred": 36730, + "n_ref": 146312 + }, + "3": { + "Dice": 0.5740923179101174, + "FN": 43788, + "FP": 110118, + "IoU": 0.40261534818909067, + "TN": 74939095, + "TP": 103727, + "n_pred": 213845, + "n_ref": 147515 + }, + "4": { + "Dice": 0.5055463905796689, + "FN": 16076, + "FP": 1308, + "IoU": 0.3382817555479426, + "TN": 75170457, + "TP": 8887, + "n_pred": 10195, + "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": 0.8551027203076628, + "FN": 102103, + "FP": 289134, + "IoU": 0.7468816071756678, + "TN": 73651060, + "TP": 1154431, + "n_pred": 1443565, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.4638734201368838, + "FN": 59435, + "FP": 154101, + "IoU": 0.30197603909582726, + "TN": 74890813, + "TP": 92379, + "n_pred": 246480, + "n_ref": 151814 + }, + "8": { + "Dice": 0.6239760375774354, + "FN": 43492, + "FP": 6221, + "IoU": 0.45346306068601583, + "TN": 75105768, + "TP": 41247, + "n_pred": 47468, + "n_ref": 84739 + }, + "9": { + "Dice": 0.15113142212916733, + "FN": 69726, + "FP": 14604, + "IoU": 0.08174265274344764, + "TN": 75104891, + "TP": 7507, + "n_pred": 22111, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7822805705295195, + "FN": 64200, + "FP": 20212, + "IoU": 0.6424144606690644, + "TN": 86691811, + "TP": 151649, + "n_pred": 171861, + "n_ref": 215849 + }, + "10": { + "Dice": 0.36553043724753737, + "FN": 50775, + "FP": 11896, + "IoU": 0.22363857093305584, + "TN": 86847148, + "TP": 18053, + "n_pred": 29949, + "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": 380, + "IoU": 0.0, + "TN": 86872131, + "TP": 0, + "n_pred": 380, + "n_ref": 55361 + }, + "14": { + "Dice": 0.5521170058608531, + "FN": 36223, + "FP": 40120, + "IoU": 0.3813270879592862, + "TN": 86804474, + "TP": 47055, + "n_pred": 87175, + "n_ref": 83278 + }, + "15": { + "Dice": 0.00648355823558971, + "FN": 162124, + "FP": 0, + "IoU": 0.003252322428728643, + "TN": 86765219, + "TP": 529, + "n_pred": 529, + "n_ref": 162653 + }, + "2": { + "Dice": 0.442931381906883, + "FN": 72014, + "FP": 59301, + "IoU": 0.28446490845684397, + "TN": 86744352, + "TP": 52205, + "n_pred": 111506, + "n_ref": 124219 + }, + "3": { + "Dice": 0.360133779264214, + "FN": 128625, + "FP": 19648, + "IoU": 0.21961168216674826, + "TN": 86737873, + "TP": 41726, + "n_pred": 61374, + "n_ref": 170351 + }, + "4": { + "Dice": 0.32266501029781947, + "FN": 11587, + "FP": 9132, + "IoU": 0.1923676619630467, + "TN": 86902218, + "TP": 4935, + "n_pred": 14067, + "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": 0.8560797830240799, + "FN": 99721, + "FP": 261592, + "IoU": 0.748373680541482, + "TN": 85491961, + "TP": 1074598, + "n_pred": 1336190, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.406717745840813, + "FN": 738070, + "FP": 93793, + "IoU": 0.25527036705461054, + "TN": 85810872, + "TP": 285137, + "n_pred": 378930, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.6783974301775676, + "FN": 16374, + "FP": 19668, + "IoU": 0.5133142486766771, + "TN": 86853816, + "TP": 38014, + "n_pred": 57682, + "n_ref": 54388 + }, + "9": { + "Dice": 0.2991993548758712, + "FN": 37774, + "FP": 23059, + "IoU": 0.1759167693954131, + "TN": 86854053, + "TP": 12986, + "n_pred": 36045, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3512268798397289, + "FN": 43582, + "FP": 122223, + "IoU": 0.21302317192409556, + "TN": 37538914, + "TP": 44881, + "n_pred": 167104, + "n_ref": 88463 + }, + "10": { + "Dice": 0.046333848802264176, + "FN": 57656, + "FP": 7714, + "IoU": 0.023716359508945906, + "TN": 37682642, + "TP": 1588, + "n_pred": 9302, + "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": 0.20583150369639694, + "FN": 80868, + "FP": 68882, + "IoU": 0.11472250467024522, + "TN": 37580444, + "TP": 19406, + "n_pred": 88288, + "n_ref": 100274 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 37749600, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.036555398669152576, + "FN": 97889, + "FP": 25614, + "IoU": 0.018617993420529853, + "TN": 37623754, + "TP": 2343, + "n_pred": 27957, + "n_ref": 100232 + }, + "3": { + "Dice": 0.24430733239601368, + "FN": 57161, + "FP": 137946, + "IoU": 0.13915153654393433, + "TN": 37522955, + "TP": 31538, + "n_pred": 169484, + "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": 0.48048698387271865, + "FN": 479162, + "FP": 90337, + "IoU": 0.316211166849571, + "TN": 36916742, + "TP": 263359, + "n_pred": 353696, + "n_ref": 742521 + }, + "7": { + "Dice": 0.3065142251458878, + "FN": 266054, + "FP": 92483, + "IoU": 0.18099604360260593, + "TN": 37311828, + "TP": 79235, + "n_pred": 171718, + "n_ref": 345289 + }, + "8": { + "Dice": 0.7265051929393745, + "FN": 20691, + "FP": 22522, + "IoU": 0.5704814726463104, + "TN": 37648992, + "TP": 57395, + "n_pred": 79917, + "n_ref": 78086 + }, + "9": { + "Dice": 0.3586125972592789, + "FN": 41935, + "FP": 3980, + "IoU": 0.2184813875508502, + "TN": 37690849, + "TP": 12836, + "n_pred": 16816, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7058987688260948, + "FN": 79140, + "FP": 19923, + "IoU": 0.5454741497971993, + "TN": 75688740, + "TP": 118885, + "n_pred": 138808, + "n_ref": 198025 + }, + "10": { + "Dice": 0.3291079717592686, + "FN": 89615, + "FP": 10256, + "IoU": 0.19696543295247132, + "TN": 75782321, + "TP": 24496, + "n_pred": 34752, + "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": 560, + "IoU": 0.0, + "TN": 75864627, + "TP": 0, + "n_pred": 560, + "n_ref": 41501 + }, + "14": { + "Dice": 0.7214265155356971, + "FN": 44726, + "FP": 16249, + "IoU": 0.5642432948137984, + "TN": 75766759, + "TP": 78954, + "n_pred": 95203, + "n_ref": 123680 + }, + "15": { + "Dice": 0.004761028928768491, + "FN": 186816, + "FP": 2573, + "IoU": 0.0023861948357054813, + "TN": 75716846, + "TP": 453, + "n_pred": 3026, + "n_ref": 187269 + }, + "2": { + "Dice": 0.6342530952053013, + "FN": 68381, + "FP": 75013, + "IoU": 0.4644001703233903, + "TN": 75638962, + "TP": 124332, + "n_pred": 199345, + "n_ref": 192713 + }, + "3": { + "Dice": 0.1368240772938068, + "FN": 230185, + "FP": 35422, + "IoU": 0.07343594108659099, + "TN": 75620030, + "TP": 21051, + "n_pred": 56473, + "n_ref": 251236 + }, + "4": { + "Dice": 0.5817630743716581, + "FN": 9831, + "FP": 19423, + "IoU": 0.4102016129032258, + "TN": 75857088, + "TP": 20346, + "n_pred": 39769, + "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": 0.864735086210057, + "FN": 185588, + "FP": 290365, + "IoU": 0.7617033484486407, + "TN": 73909375, + "TP": 1521360, + "n_pred": 1811725, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.5537482611869379, + "FN": 133013, + "FP": 93794, + "IoU": 0.38288511351516075, + "TN": 75539160, + "TP": 140721, + "n_pred": 234515, + "n_ref": 273734 + }, + "8": { + "Dice": 0.7513760004254301, + "FN": 35230, + "FP": 2172, + "IoU": 0.6017632214993771, + "TN": 75812769, + "TP": 56517, + "n_pred": 58689, + "n_ref": 91747 + }, + "9": { + "Dice": 0.19203897186077815, + "FN": 68758, + "FP": 6872, + "IoU": 0.10621853506346167, + "TN": 75822070, + "TP": 8988, + "n_pred": 15860, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5606185187457814, + "FN": 26525, + "FP": 80884, + "IoU": 0.3894857103881045, + "TN": 61211818, + "TP": 68523, + "n_pred": 149407, + "n_ref": 95048 + }, + "10": { + "Dice": 0.5511015938509214, + "FN": 46398, + "FP": 5171, + "IoU": 0.3803590310487359, + "TN": 61304526, + "TP": 31655, + "n_pred": 36826, + "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": 0.6394956477015032, + "FN": 25429, + "FP": 20832, + "IoU": 0.4700430738211978, + "TN": 61300458, + "TP": 41031, + "n_pred": 61863, + "n_ref": 66460 + }, + "15": { + "Dice": 0.5843286991710723, + "FN": 24826, + "FP": 648, + "IoU": 0.4127573249729132, + "TN": 61344371, + "TP": 17905, + "n_pred": 18553, + "n_ref": 42731 + }, + "2": { + "Dice": 0.35155384783366, + "FN": 99357, + "FP": 25358, + "IoU": 0.21326377411337227, + "TN": 61229228, + "TP": 33807, + "n_pred": 59165, + "n_ref": 133164 + }, + "3": { + "Dice": 0.556299690146189, + "FN": 36850, + "FP": 117516, + "IoU": 0.3853290647298675, + "TN": 61136614, + "TP": 96770, + "n_pred": 214286, + "n_ref": 133620 + }, + "4": { + "Dice": 0.29320768877955217, + "FN": 15460, + "FP": 1491, + "IoU": 0.1717887330825231, + "TN": 61367283, + "TP": 3516, + "n_pred": 5007, + "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": 0.8415155202173114, + "FN": 176838, + "FP": 131217, + "IoU": 0.726393434614821, + "TN": 60261845, + "TP": 817850, + "n_pred": 949067, + "n_ref": 994688 + }, + "7": { + "Dice": 0.07799011215714584, + "FN": 168359, + "FP": 110076, + "IoU": 0.04057737301480647, + "TN": 61097539, + "TP": 11776, + "n_pred": 121852, + "n_ref": 180135 + }, + "8": { + "Dice": 0.5601094428060418, + "FN": 146413, + "FP": 10503, + "IoU": 0.38899445517413245, + "TN": 61130934, + "TP": 99900, + "n_pred": 110403, + "n_ref": 246313 + }, + "9": { + "Dice": 0.1053592537540525, + "FN": 75216, + "FP": 1223, + "IoU": 0.05560909315542377, + "TN": 61306810, + "TP": 4501, + "n_pred": 5724, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7301844591216483, + "FN": 46768, + "FP": 55770, + "IoU": 0.5750319126009185, + "TN": 39507516, + "TP": 138746, + "n_pred": 194516, + "n_ref": 185514 + }, + "10": { + "Dice": 0.31727319323423886, + "FN": 36976, + "FP": 26960, + "IoU": 0.1885470606152909, + "TN": 39670008, + "TP": 14856, + "n_pred": 41816, + "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": 0.05268910891089109, + "FN": 31670, + "FP": 28129, + "IoU": 0.027057368780710033, + "TN": 39687338, + "TP": 1663, + "n_pred": 29792, + "n_ref": 33333 + }, + "15": { + "Dice": 0.07299361072152095, + "FN": 49374, + "FP": 10112, + "IoU": 0.037879277997024, + "TN": 39686972, + "TP": 2342, + "n_pred": 12454, + "n_ref": 51716 + }, + "2": { + "Dice": 0.18581456205398597, + "FN": 103539, + "FP": 21848, + "IoU": 0.1024231361179713, + "TN": 39609105, + "TP": 14308, + "n_pred": 36156, + "n_ref": 117847 + }, + "3": { + "Dice": 0.6122202497774493, + "FN": 16673, + "FP": 132305, + "IoU": 0.44115087403406106, + "TN": 39482220, + "TP": 117602, + "n_pred": 249907, + "n_ref": 134275 + }, + "4": { + "Dice": 0.0, + "FN": 23773, + "FP": 0, + "IoU": 0.0, + "TN": 39725027, + "TP": 0, + "n_pred": 0, + "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": 0.8854539450988683, + "FN": 148963, + "FP": 52588, + "IoU": 0.7944525407497983, + "TN": 38768243, + "TP": 779006, + "n_pred": 831594, + "n_ref": 927969 + }, + "7": { + "Dice": 0.2913296538463766, + "FN": 606321, + "FP": 5506, + "IoU": 0.17050079583940042, + "TN": 39011214, + "TP": 125759, + "n_pred": 131265, + "n_ref": 732080 + }, + "8": { + "Dice": 0.7580740922241803, + "FN": 9314, + "FP": 16357, + "IoU": 0.6104020275910216, + "TN": 39682909, + "TP": 40220, + "n_pred": 56577, + "n_ref": 49534 + }, + "9": { + "Dice": 0.2405271270559141, + "FN": 34529, + "FP": 10308, + "IoU": 0.13670408379382715, + "TN": 39696863, + "TP": 7100, + "n_pred": 17408, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.564977452618965, + "FN": 25292, + "FP": 85068, + "IoU": 0.3937063244407331, + "TN": 101214584, + "TP": 71664, + "n_pred": 156732, + "n_ref": 96956 + }, + "10": { + "Dice": 0.24135292448693588, + "FN": 68355, + "FP": 19884, + "IoU": 0.1372378391591298, + "TN": 101294333, + "TP": 14036, + "n_pred": 33920, + "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": 30, + "IoU": 0.0, + "TN": 101346633, + "TP": 0, + "n_pred": 30, + "n_ref": 49945 + }, + "14": { + "Dice": 0.7538314686083936, + "FN": 69342, + "FP": 31, + "IoU": 0.6049193585129163, + "TN": 101221016, + "TP": 106219, + "n_pred": 106250, + "n_ref": 175561 + }, + "15": { + "Dice": 0.003343363423604146, + "FN": 26829, + "FP": 0, + "IoU": 0.0016744809109176155, + "TN": 101369734, + "TP": 45, + "n_pred": 45, + "n_ref": 26874 + }, + "2": { + "Dice": 0.1931698157493252, + "FN": 159518, + "FP": 26107, + "IoU": 0.10691088594440114, + "TN": 101188762, + "TP": 22221, + "n_pred": 48328, + "n_ref": 181739 + }, + "3": { + "Dice": 0.4871265989976298, + "FN": 59484, + "FP": 167284, + "IoU": 0.32198768163607006, + "TN": 101062148, + "TP": 107692, + "n_pred": 274976, + "n_ref": 167176 + }, + "4": { + "Dice": 0.3698273053111763, + "FN": 5606, + "FP": 9866, + "IoU": 0.2268638816709974, + "TN": 101376596, + "TP": 4540, + "n_pred": 14406, + "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": 0.737526834500914, + "FN": 233348, + "FP": 903470, + "IoU": 0.5841920879239854, + "TN": 98662610, + "TP": 1597180, + "n_pred": 2500650, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.45448004250483065, + "FN": 270266, + "FP": 187662, + "IoU": 0.294062875280762, + "TN": 100747927, + "TP": 190753, + "n_pred": 378415, + "n_ref": 461019 + }, + "8": { + "Dice": 0.5230472005648061, + "FN": 153111, + "FP": 34020, + "IoU": 0.3541394151287883, + "TN": 101106869, + "TP": 102608, + "n_pred": 136628, + "n_ref": 255719 + }, + "9": { + "Dice": 0.26565512616313186, + "FN": 70774, + "FP": 16826, + "IoU": 0.15317318381748754, + "TN": 101293163, + "TP": 15845, + "n_pred": 32671, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.33827716499370253, + "FN": 172679, + "FP": 699, + "IoU": 0.20357014892463735, + "TN": 73665810, + "TP": 44316, + "n_pred": 45015, + "n_ref": 216995 + }, + "10": { + "Dice": 7.545176745765269e-05, + "FN": 75836, + "FP": 56689, + "IoU": 3.772730702482457e-05, + "TN": 73750974, + "TP": 5, + "n_pred": 56694, + "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": 1706, + "IoU": 0.0, + "TN": 73820559, + "TP": 0, + "n_pred": 1706, + "n_ref": 61239 + }, + "14": { + "Dice": 0.38153367152481416, + "FN": 65605, + "FP": 49606, + "IoU": 0.2357377875660042, + "TN": 73732756, + "TP": 35537, + "n_pred": 85143, + "n_ref": 101142 + }, + "15": { + "Dice": 0.0, + "FN": 222175, + "FP": 305, + "IoU": 0.0, + "TN": 73661024, + "TP": 0, + "n_pred": 305, + "n_ref": 222175 + }, + "2": { + "Dice": 0.003989421777099746, + "FN": 190476, + "FP": 96137, + "IoU": 0.0019986977126401962, + "TN": 73596317, + "TP": 574, + "n_pred": 96711, + "n_ref": 191050 + }, + "3": { + "Dice": 0.33450162651595783, + "FN": 131747, + "FP": 90220, + "IoU": 0.20084176114577446, + "TN": 73605753, + "TP": 55784, + "n_pred": 146004, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 2001, + "IoU": 0.0, + "TN": 73833615, + "TP": 0, + "n_pred": 2001, + "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": 0.5067361708681003, + "FN": 592458, + "FP": 1566322, + "IoU": 0.33934805155140496, + "TN": 70615853, + "TP": 1108871, + "n_pred": 2675193, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.055024868491887195, + "FN": 157625, + "FP": 356690, + "IoU": 0.028290782540351302, + "TN": 73354215, + "TP": 14974, + "n_pred": 371664, + "n_ref": 172599 + }, + "8": { + "Dice": 0.4588841831044138, + "FN": 50030, + "FP": 19347, + "IoU": 0.2977609976314351, + "TN": 73784710, + "TP": 29417, + "n_pred": 48764, + "n_ref": 79447 + }, + "9": { + "Dice": 0.19337835611925547, + "FN": 78441, + "FP": 19499, + "IoU": 0.10703865791393144, + "TN": 73773824, + "TP": 11740, + "n_pred": 31239, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6972306212026765, + "FN": 52560, + "FP": 64497, + "IoU": 0.5351911340181624, + "TN": 69243937, + "TP": 134782, + "n_pred": 199279, + "n_ref": 187342 + }, + "10": { + "Dice": 0.18901606636564108, + "FN": 53973, + "FP": 61872, + "IoU": 0.10437202829641656, + "TN": 69366431, + "TP": 13500, + "n_pred": 75372, + "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": 0.040826487428429176, + "FN": 76178, + "FP": 882, + "IoU": 0.020838627700127066, + "TN": 69417076, + "TP": 1640, + "n_pred": 2522, + "n_ref": 77818 + }, + "14": { + "Dice": 0.6852569313523704, + "FN": 71796, + "FP": 994, + "IoU": 0.5212097691887732, + "TN": 69343747, + "TP": 79239, + "n_pred": 80233, + "n_ref": 151035 + }, + "15": { + "Dice": 0.0, + "FN": 93996, + "FP": 0, + "IoU": 0.0, + "TN": 69401780, + "TP": 0, + "n_pred": 0, + "n_ref": 93996 + }, + "2": { + "Dice": 0.21584146975561846, + "FN": 129602, + "FP": 19701, + "IoU": 0.12097662068518879, + "TN": 69325925, + "TP": 20548, + "n_pred": 40249, + "n_ref": 150150 + }, + "3": { + "Dice": 0.6761547549508321, + "FN": 18616, + "FP": 128856, + "IoU": 0.510750601310442, + "TN": 69194351, + "TP": 153953, + "n_pred": 282809, + "n_ref": 172569 + }, + "4": { + "Dice": 0.28385505596660976, + "FN": 29638, + "FP": 8110, + "IoU": 0.16540272833801323, + "TN": 69450547, + "TP": 7481, + "n_pred": 15591, + "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": 0.818255425118341, + "FN": 167228, + "FP": 402466, + "IoU": 0.6924131005215588, + "TN": 67643636, + "TP": 1282446, + "n_pred": 1684912, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.573553048417309, + "FN": 146880, + "FP": 100133, + "IoU": 0.402085088254374, + "TN": 69082652, + "TP": 166111, + "n_pred": 266244, + "n_ref": 312991 + }, + "8": { + "Dice": 0.5891317109778313, + "FN": 40013, + "FP": 27876, + "IoU": 0.4175667676152401, + "TN": 69379215, + "TP": 48672, + "n_pred": 76548, + "n_ref": 88685 + }, + "9": { + "Dice": 0.15963045257864578, + "FN": 72179, + "FP": 14053, + "IoU": 0.08673826015123594, + "TN": 69401354, + "TP": 8190, + "n_pred": 22243, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6693176664170367, + "FN": 75499, + "FP": 49905, + "IoU": 0.5029883162383678, + "TN": 50581236, + "TP": 126912, + "n_pred": 176817, + "n_ref": 202411 + }, + "10": { + "Dice": 0.39203751585912283, + "FN": 51429, + "FP": 24283, + "IoU": 0.2438101135603208, + "TN": 50733429, + "TP": 24411, + "n_pred": 48694, + "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": 3.638282003238071e-05, + "FN": 48262, + "FP": 6707, + "IoU": 1.8191740949608878e-05, + "TN": 50778582, + "TP": 1, + "n_pred": 6708, + "n_ref": 48263 + }, + "14": { + "Dice": 0.2436940785036644, + "FN": 39897, + "FP": 27387, + "IoU": 0.13875377604833342, + "TN": 50755428, + "TP": 10840, + "n_pred": 38227, + "n_ref": 50737 + }, + "15": { + "Dice": 0.0, + "FN": 34756, + "FP": 1473, + "IoU": 0.0, + "TN": 50797323, + "TP": 0, + "n_pred": 1473, + "n_ref": 34756 + }, + "2": { + "Dice": 0.2107017836306051, + "FN": 181734, + "FP": 45546, + "IoU": 0.11775666107695174, + "TN": 50575936, + "TP": 30336, + "n_pred": 75882, + "n_ref": 212070 + }, + "3": { + "Dice": 0.6116091422088198, + "FN": 39258, + "FP": 168876, + "IoU": 0.4405165438656384, + "TN": 50461541, + "TP": 163877, + "n_pred": 332753, + "n_ref": 203135 + }, + "4": { + "Dice": 0.741474283592251, + "FN": 5985, + "FP": 2369, + "IoU": 0.5891610111143897, + "TN": 50813218, + "TP": 11980, + "n_pred": 14349, + "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": 0.8270395554523108, + "FN": 305898, + "FP": 484818, + "IoU": 0.7050873363178324, + "TN": 48152365, + "TP": 1890471, + "n_pred": 2375289, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.3608515497553018, + "FN": 117762, + "FP": 274036, + "IoU": 0.22014574073594892, + "TN": 50331153, + "TP": 110601, + "n_pred": 384637, + "n_ref": 228363 + }, + "8": { + "Dice": 0.7206558924147694, + "FN": 29616, + "FP": 27216, + "IoU": 0.5633010603964961, + "TN": 50703412, + "TP": 73308, + "n_pred": 100524, + "n_ref": 102924 + }, + "9": { + "Dice": 0.27943687424011904, + "FN": 94088, + "FP": 14369, + "IoU": 0.1624101261130461, + "TN": 50704065, + "TP": 21030, + "n_pred": 35399, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7189780929306255, + "FN": 70255, + "FP": 40514, + "IoU": 0.5612535499689069, + "TN": 76632393, + "TP": 141698, + "n_pred": 182212, + "n_ref": 211953 + }, + "10": { + "Dice": 0.1922280873457731, + "FN": 52978, + "FP": 47714, + "IoU": 0.10633425931678397, + "TN": 76772187, + "TP": 11981, + "n_pred": 59695, + "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": 10, + "IoU": 0.0, + "TN": 76842067, + "TP": 0, + "n_pred": 10, + "n_ref": 42783 + }, + "14": { + "Dice": 0.6793038162366842, + "FN": 36839, + "FP": 5338, + "IoU": 0.5143528273860928, + "TN": 76798013, + "TP": 44670, + "n_pred": 50008, + "n_ref": 81509 + }, + "15": { + "Dice": 0.06111487467337656, + "FN": 38752, + "FP": 54, + "IoU": 0.03152062691856548, + "TN": 76844791, + "TP": 1263, + "n_pred": 1317, + "n_ref": 40015 + }, + "2": { + "Dice": 0.561905337118238, + "FN": 34121, + "FP": 74682, + "IoU": 0.39072903308899704, + "TN": 76706281, + "TP": 69776, + "n_pred": 144458, + "n_ref": 103897 + }, + "3": { + "Dice": 0.49941936019022865, + "FN": 61285, + "FP": 11133, + "IoU": 0.332817408768875, + "TN": 76776317, + "TP": 36125, + "n_pred": 47258, + "n_ref": 97410 + }, + "4": { + "Dice": 0.5508490193497433, + "FN": 14420, + "FP": 2641, + "IoU": 0.38011844639029174, + "TN": 76857337, + "TP": 10462, + "n_pred": 13103, + "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": 0.821854775842723, + "FN": 92063, + "FP": 358356, + "IoU": 0.6975835907076675, + "TN": 75395460, + "TP": 1038981, + "n_pred": 1397337, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.5033633453150103, + "FN": 74053, + "FP": 97825, + "IoU": 0.3363296921395778, + "TN": 76625879, + "TP": 87103, + "n_pred": 184928, + "n_ref": 161156 + }, + "8": { + "Dice": 0.7194605731410376, + "FN": 29291, + "FP": 8154, + "IoU": 0.5618417973320852, + "TN": 76799400, + "TP": 48015, + "n_pred": 56169, + "n_ref": 77306 + }, + "9": { + "Dice": 0.05543145048207568, + "FN": 88901, + "FP": 8774, + "IoU": 0.028505783710128206, + "TN": 76784319, + "TP": 2866, + "n_pred": 11640, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.21769825368634613, + "FN": 107351, + "FP": 16424, + "IoU": 0.1221444427895629, + "TN": 130858935, + "TP": 17222, + "n_pred": 33646, + "n_ref": 124573 + }, + "10": { + "Dice": 0.12670146083033912, + "FN": 52732, + "FP": 13864, + "IoU": 0.06763548798073557, + "TN": 130928505, + "TP": 4831, + "n_pred": 18695, + "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": 2.5504348491417786e-05, + "FN": 78416, + "FP": 0, + "IoU": 1.2752336865730646e-05, + "TN": 130921515, + "TP": 1, + "n_pred": 1, + "n_ref": 78417 + }, + "14": { + "Dice": 0.0, + "FN": 946125, + "FP": 1152, + "IoU": 0.0, + "TN": 130052655, + "TP": 0, + "n_pred": 1152, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 2237, + "IoU": 0.0, + "TN": 130972385, + "TP": 0, + "n_pred": 2237, + "n_ref": 25310 + }, + "2": { + "Dice": 0.4336587815903272, + "FN": 148055, + "FP": 36869, + "IoU": 0.27686099075565845, + "TN": 130744208, + "TP": 70800, + "n_pred": 107669, + "n_ref": 218855 + }, + "3": { + "Dice": 0.3264246793351672, + "FN": 221098, + "FP": 34540, + "IoU": 0.19504630314785834, + "TN": 130682351, + "TP": 61943, + "n_pred": 96483, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 8173, + "IoU": 0.0, + "TN": 130989479, + "TP": 0, + "n_pred": 8173, + "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": 0.7443027036547292, + "FN": 120690, + "FP": 808459, + "IoU": 0.5927405480771801, + "TN": 128718465, + "TP": 1352318, + "n_pred": 2160777, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.22869535216126965, + "FN": 166947, + "FP": 83437, + "IoU": 0.12911124714786576, + "TN": 130712428, + "TP": 37120, + "n_pred": 120557, + "n_ref": 204067 + }, + "8": { + "Dice": 0.5591453480692176, + "FN": 75228, + "FP": 4870, + "IoU": 0.3880650607748313, + "TN": 130869039, + "TP": 50795, + "n_pred": 55665, + "n_ref": 126023 + }, + "9": { + "Dice": 0.21023879386435745, + "FN": 48406, + "FP": 17806, + "IoU": 0.11746751082972343, + "TN": 130924907, + "TP": 8813, + "n_pred": 26619, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.004490243810148456, + "FN": 57239, + "FP": 21688, + "IoU": 0.002250173819606852, + "TN": 74347593, + "TP": 178, + "n_pred": 21866, + "n_ref": 57417 + }, + "10": { + "Dice": 0.00971751936546222, + "FN": 78356, + "FP": 7042, + "IoU": 0.004882482491813976, + "TN": 74340881, + "TP": 419, + "n_pred": 7461, + "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": 0.22619415420302774, + "FN": 148565, + "FP": 4216, + "IoU": 0.1275191164461399, + "TN": 74251587, + "TP": 22330, + "n_pred": 26546, + "n_ref": 170895 + }, + "15": { + "Dice": 0.3713395638629283, + "FN": 17152, + "FP": 1, + "IoU": 0.22800306044376434, + "TN": 74404479, + "TP": 5066, + "n_pred": 5067, + "n_ref": 22218 + }, + "2": { + "Dice": 0.3297426898552739, + "FN": 80795, + "FP": 73517, + "IoU": 0.19742029437769804, + "TN": 74234428, + "TP": 37958, + "n_pred": 111475, + "n_ref": 118753 + }, + "3": { + "Dice": 0.13229731111338308, + "FN": 116959, + "FP": 69755, + "IoU": 0.07083424567549813, + "TN": 74225750, + "TP": 14234, + "n_pred": 83989, + "n_ref": 131193 + }, + "4": { + "Dice": 0.0, + "FN": 30460, + "FP": 1480, + "IoU": 0.0, + "TN": 74394758, + "TP": 0, + "n_pred": 1480, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8005230514147877, + "FN": 91416, + "FP": 305363, + "IoU": 0.6673934437498009, + "TN": 73233760, + "TP": 796159, + "n_pred": 1101522, + "n_ref": 887575 + }, + "7": { + "Dice": 0.2689370121649606, + "FN": 118435, + "FP": 55963, + "IoU": 0.1553594606637091, + "TN": 74220222, + "TP": 32078, + "n_pred": 88041, + "n_ref": 150513 + }, + "8": { + "Dice": 0.6090214865057155, + "FN": 23972, + "FP": 757, + "IoU": 0.4378367319102503, + "TN": 74382709, + "TP": 19260, + "n_pred": 20017, + "n_ref": 43232 + }, + "9": { + "Dice": 0.0, + "FN": 33772, + "FP": 1881, + "IoU": 0.0, + "TN": 74391045, + "TP": 0, + "n_pred": 1881, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8180956759890451, + "FN": 38092, + "FP": 7405, + "IoU": 0.6921843497557609, + "TN": 106498882, + "TP": 102309, + "n_pred": 109714, + "n_ref": 140401 + }, + "10": { + "Dice": 0.5306080724212152, + "FN": 52628, + "FP": 30023, + "IoU": 0.3611072461079418, + "TN": 106517322, + "TP": 46715, + "n_pred": 76738, + "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": 0, + "IoU": 0.0, + "TN": 106605745, + "TP": 0, + "n_pred": 0, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8196249250873372, + "FN": 14182, + "FP": 10498, + "IoU": 0.694376679504167, + "TN": 106565935, + "TP": 56073, + "n_pred": 66571, + "n_ref": 70255 + }, + "15": { + "Dice": 0.37593078291278526, + "FN": 20326, + "FP": 375, + "IoU": 0.23147460647460646, + "TN": 106619752, + "TP": 6235, + "n_pred": 6610, + "n_ref": 26561 + }, + "2": { + "Dice": 0.5267273247299527, + "FN": 64206, + "FP": 155871, + "IoU": 0.3575219533840908, + "TN": 106304144, + "TP": 122467, + "n_pred": 278338, + "n_ref": 186673 + }, + "3": { + "Dice": 0.1424048355760236, + "FN": 136639, + "FP": 30213, + "IoU": 0.07666085609141972, + "TN": 106465983, + "TP": 13853, + "n_pred": 44066, + "n_ref": 150492 + }, + "4": { + "Dice": 0.4336332716235416, + "FN": 5047, + "FP": 8108, + "IoU": 0.2768401957011709, + "TN": 106628497, + "TP": 5036, + "n_pred": 13144, + "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": 0.9294181859654268, + "FN": 131701, + "FP": 41583, + "IoU": 0.8681430730294586, + "TN": 105332506, + "TP": 1140898, + "n_pred": 1182481, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.5693898115888748, + "FN": 187385, + "FP": 38672, + "IoU": 0.39800486268118546, + "TN": 106271175, + "TP": 149456, + "n_pred": 188128, + "n_ref": 336841 + }, + "8": { + "Dice": 0.5737247706422018, + "FN": 31946, + "FP": 26134, + "IoU": 0.40225389800854217, + "TN": 106549523, + "TP": 39085, + "n_pred": 65219, + "n_ref": 71031 + }, + "9": { + "Dice": 0.47187306513095567, + "FN": 53456, + "FP": 17341, + "IoU": 0.30879179887722724, + "TN": 106544263, + "TP": 31628, + "n_pred": 48969, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5954416675098654, + "FN": 84127, + "FP": 11831, + "IoU": 0.4239351643403872, + "TN": 107960353, + "TP": 70617, + "n_pred": 82448, + "n_ref": 154744 + }, + "10": { + "Dice": 0.47180320602792347, + "FN": 49207, + "FP": 22295, + "IoU": 0.30873196952705056, + "TN": 108023492, + "TP": 31934, + "n_pred": 54229, + "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": 5.161889767844008e-05, + "FN": 77420, + "FP": 67, + "IoU": 2.5810114984062255e-05, + "TN": 108049439, + "TP": 2, + "n_pred": 69, + "n_ref": 77422 + }, + "14": { + "Dice": 0.44501591966691156, + "FN": 27174, + "FP": 4550, + "IoU": 0.28618680107103484, + "TN": 108082485, + "TP": 12719, + "n_pred": 17269, + "n_ref": 39893 + }, + "15": { + "Dice": 0.5161498014808455, + "FN": 17611, + "FP": 425, + "IoU": 0.347844952270755, + "TN": 108099272, + "TP": 9620, + "n_pred": 10045, + "n_ref": 27231 + }, + "2": { + "Dice": 0.6042150831624515, + "FN": 57803, + "FP": 115907, + "IoU": 0.43288552260002283, + "TN": 107820623, + "TP": 132595, + "n_pred": 248502, + "n_ref": 190398 + }, + "3": { + "Dice": 0.5463609508314892, + "FN": 119135, + "FP": 15540, + "IoU": 0.37585737060655494, + "TN": 107911152, + "TP": 81101, + "n_pred": 96641, + "n_ref": 200236 + }, + "4": { + "Dice": 0.7274121707324268, + "FN": 8649, + "FP": 9833, + "IoU": 0.5716007602800056, + "TN": 108083786, + "TP": 24660, + "n_pred": 34493, + "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": 0.88807248428861, + "FN": 127754, + "FP": 212950, + "IoU": 0.7986783956150577, + "TN": 106434591, + "TP": 1351633, + "n_pred": 1564583, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.3555096784341483, + "FN": 165977, + "FP": 161814, + "IoU": 0.21618228685933458, + "TN": 107708730, + "TP": 90407, + "n_pred": 252221, + "n_ref": 256384 + }, + "8": { + "Dice": 0.6236954883967938, + "FN": 17921, + "FP": 12548, + "IoU": 0.4531667833234624, + "TN": 108071209, + "TP": 25250, + "n_pred": 37798, + "n_ref": 43171 + }, + "9": { + "Dice": 0.42399198597545706, + "FN": 43115, + "FP": 7485, + "IoU": 0.269029079930081, + "TN": 108057705, + "TP": 18623, + "n_pred": 26108, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.05119933457725423, + "FN": 119938, + "FP": 48884, + "IoU": 0.02627222757343823, + "TN": 62396783, + "TP": 4555, + "n_pred": 53439, + "n_ref": 124493 + }, + "10": { + "Dice": 0.21404138585023877, + "FN": 49666, + "FP": 19955, + "IoU": 0.1198467781696818, + "TN": 62491059, + "TP": 9480, + "n_pred": 29435, + "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": 0.00033519285560370626, + "FN": 41702, + "FP": 51, + "IoU": 0.00016762452107279692, + "TN": 62528400, + "TP": 7, + "n_pred": 58, + "n_ref": 41709 + }, + "14": { + "Dice": 0.19676835100429393, + "FN": 315760, + "FP": 0, + "IoU": 0.10911984109966257, + "TN": 62215724, + "TP": 38676, + "n_pred": 38676, + "n_ref": 354436 + }, + "15": { + "Dice": 0.0, + "FN": 91339, + "FP": 0, + "IoU": 0.0, + "TN": 62478821, + "TP": 0, + "n_pred": 0, + "n_ref": 91339 + }, + "2": { + "Dice": 0.46893724504412176, + "FN": 108902, + "FP": 22715, + "IoU": 0.3062821844017984, + "TN": 62380433, + "TP": 58110, + "n_pred": 80825, + "n_ref": 167012 + }, + "3": { + "Dice": 0.3810859517527467, + "FN": 148677, + "FP": 18574, + "IoU": 0.23539603734079417, + "TN": 62351418, + "TP": 51491, + "n_pred": 70065, + "n_ref": 200168 + }, + "4": { + "Dice": 0.6904244764433004, + "FN": 10606, + "FP": 939, + "IoU": 0.5272124165608747, + "TN": 62545741, + "TP": 12874, + "n_pred": 13813, + "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": 0.8388762728241371, + "FN": 156137, + "FP": 343789, + "IoU": 0.7224693227693223, + "TN": 60768824, + "TP": 1301410, + "n_pred": 1645199, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.4152547361398621, + "FN": 102744, + "FP": 135666, + "IoU": 0.26203248282842667, + "TN": 62247097, + "TP": 84653, + "n_pred": 220319, + "n_ref": 187397 + }, + "8": { + "Dice": 0.5977355142350127, + "FN": 39135, + "FP": 2575, + "IoU": 0.4262644603089451, + "TN": 62497461, + "TP": 30989, + "n_pred": 33564, + "n_ref": 70124 + }, + "9": { + "Dice": 0.2698249227600412, + "FN": 38461, + "FP": 21804, + "IoU": 0.15595238095238095, + "TN": 62498760, + "TP": 11135, + "n_pred": 32939, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1430110346265507, + "FN": 258073, + "FP": 13206, + "IoU": 0.07701232333267555, + "TN": 55087334, + "TP": 22635, + "n_pred": 35841, + "n_ref": 280708 + }, + "10": { + "Dice": 0.20820597576638555, + "FN": 66113, + "FP": 13414, + "IoU": 0.11619972661502728, + "TN": 55291265, + "TP": 10456, + "n_pred": 23870, + "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": 0.0036953174531292455, + "FN": 54769, + "FP": 232, + "IoU": 0.0018510788886267535, + "TN": 55326145, + "TP": 102, + "n_pred": 334, + "n_ref": 54871 + }, + "14": { + "Dice": 0.5441070488476814, + "FN": 41959, + "FP": 47236, + "IoU": 0.37372737357992447, + "TN": 55238826, + "TP": 53227, + "n_pred": 100463, + "n_ref": 95186 + }, + "15": { + "Dice": 0.0, + "FN": 87859, + "FP": 542, + "IoU": 0.0, + "TN": 55292847, + "TP": 0, + "n_pred": 542, + "n_ref": 87859 + }, + "2": { + "Dice": 0.5025447866041995, + "FN": 103441, + "FP": 78551, + "IoU": 0.33559920998543363, + "TN": 55107329, + "TP": 91927, + "n_pred": 170478, + "n_ref": 195368 + }, + "3": { + "Dice": 0.3854574711896364, + "FN": 136460, + "FP": 14774, + "IoU": 0.2387409834745272, + "TN": 55182585, + "TP": 47429, + "n_pred": 62203, + "n_ref": 183889 + }, + "4": { + "Dice": 0.0, + "FN": 7409, + "FP": 4015, + "IoU": 0.0, + "TN": 55369824, + "TP": 0, + "n_pred": 4015, + "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": 0.856977539155356, + "FN": 124354, + "FP": 334415, + "IoU": 0.749746893444322, + "TN": 53548028, + "TP": 1374451, + "n_pred": 1708866, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.40555592638919924, + "FN": 105382, + "FP": 99445, + "IoU": 0.25435569243314476, + "TN": 55106550, + "TP": 69871, + "n_pred": 169316, + "n_ref": 175253 + }, + "8": { + "Dice": 0.6456616000381188, + "FN": 19951, + "FP": 9795, + "IoU": 0.47673579960244167, + "TN": 55324401, + "TP": 27101, + "n_pred": 36896, + "n_ref": 47052 + }, + "9": { + "Dice": 0.2900841192964568, + "FN": 38398, + "FP": 22872, + "IoU": 0.16964818127608824, + "TN": 55307460, + "TP": 12518, + "n_pred": 35390, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5351851688056678, + "FN": 167724, + "FP": 42482, + "IoU": 0.3653602881459811, + "TN": 110815394, + "TP": 121015, + "n_pred": 163497, + "n_ref": 288739 + }, + "10": { + "Dice": 0.4982525267518588, + "FN": 45350, + "FP": 29016, + "IoU": 0.3317818312516848, + "TN": 111035325, + "TP": 36924, + "n_pred": 65940, + "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": 0.002354464653599388, + "FN": 62514, + "FP": 5282, + "IoU": 0.0011786198361718428, + "TN": 111078739, + "TP": 80, + "n_pred": 5362, + "n_ref": 62594 + }, + "14": { + "Dice": 0.2702894728343363, + "FN": 28562, + "FP": 39223, + "IoU": 0.15626283623146914, + "TN": 111066276, + "TP": 12554, + "n_pred": 51777, + "n_ref": 41116 + }, + "15": { + "Dice": 0.28394521654271965, + "FN": 21145, + "FP": 134, + "IoU": 0.16546395795748686, + "TN": 111121117, + "TP": 4219, + "n_pred": 4353, + "n_ref": 25364 + }, + "2": { + "Dice": 0.4837479812492779, + "FN": 57490, + "FP": 152527, + "IoU": 0.31904193713644646, + "TN": 110838201, + "TP": 98397, + "n_pred": 250924, + "n_ref": 155887 + }, + "3": { + "Dice": 0.12322789405784944, + "FN": 227081, + "FP": 21661, + "IoU": 0.06565948719489749, + "TN": 110880393, + "TP": 17480, + "n_pred": 39141, + "n_ref": 244561 + }, + "4": { + "Dice": 0.521391677224442, + "FN": 10813, + "FP": 3920, + "IoU": 0.35262325336145534, + "TN": 111123857, + "TP": 8025, + "n_pred": 11945, + "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": 0.8781644743824983, + "FN": 106672, + "FP": 308860, + "IoU": 0.7827925344930778, + "TN": 109233550, + "TP": 1497533, + "n_pred": 1806393, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.16830568159047876, + "FN": 324524, + "FP": 210905, + "IoU": 0.09188524520653658, + "TN": 110557010, + "TP": 54176, + "n_pred": 265081, + "n_ref": 378700 + }, + "8": { + "Dice": 0.6981292358824587, + "FN": 24255, + "FP": 24428, + "IoU": 0.5362507977938025, + "TN": 111041638, + "TP": 56294, + "n_pred": 80722, + "n_ref": 80549 + }, + "9": { + "Dice": 0.3264596446082693, + "FN": 41772, + "FP": 16335, + "IoU": 0.19507127124631177, + "TN": 111074426, + "TP": 14082, + "n_pred": 30417, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7737487362770366, + "FN": 66342, + "FP": 13105, + "IoU": 0.6309871061236623, + "TN": 96905729, + "TP": 135849, + "n_pred": 148954, + "n_ref": 202191 + }, + "10": { + "Dice": 0.2596964586846543, + "FN": 57538, + "FP": 38603, + "IoU": 0.14922480620155038, + "TN": 97008021, + "TP": 16863, + "n_pred": 55466, + "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": 254, + "IoU": 0.0, + "TN": 97069400, + "TP": 0, + "n_pred": 254, + "n_ref": 51371 + }, + "14": { + "Dice": 0.7590729225551159, + "FN": 39311, + "FP": 20357, + "IoU": 0.611698250728863, + "TN": 96967361, + "TP": 93996, + "n_pred": 114353, + "n_ref": 133307 + }, + "15": { + "Dice": 0.003201117481011553, + "FN": 68389, + "FP": 117, + "IoU": 0.001603124635653492, + "TN": 97052409, + "TP": 110, + "n_pred": 227, + "n_ref": 68499 + }, + "2": { + "Dice": 0.44247483247491703, + "FN": 88916, + "FP": 108851, + "IoU": 0.28408839979004147, + "TN": 96844780, + "TP": 78478, + "n_pred": 187329, + "n_ref": 167394 + }, + "3": { + "Dice": 0.35174498117412667, + "FN": 167762, + "FP": 24209, + "IoU": 0.2134044654234941, + "TN": 96876972, + "TP": 52082, + "n_pred": 76291, + "n_ref": 219844 + }, + "4": { + "Dice": 0.6141594851096324, + "FN": 8788, + "FP": 1823, + "IoU": 0.44316750629722923, + "TN": 97101969, + "TP": 8445, + "n_pred": 10268, + "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": 0.8856062479058652, + "FN": 115457, + "FP": 264875, + "IoU": 0.7946977863449618, + "TN": 95268478, + "TP": 1472215, + "n_pred": 1737090, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.32944501046370744, + "FN": 231052, + "FP": 158578, + "IoU": 0.19720692376319426, + "TN": 96635682, + "TP": 95713, + "n_pred": 254291, + "n_ref": 326765 + }, + "8": { + "Dice": 0.5575279421433268, + "FN": 55164, + "FP": 16174, + "IoU": 0.3865086599817685, + "TN": 97004743, + "TP": 44944, + "n_pred": 61118, + "n_ref": 100108 + }, + "9": { + "Dice": 0.21786555105773953, + "FN": 82582, + "FP": 9774, + "IoU": 0.12224978378429752, + "TN": 97015806, + "TP": 12863, + "n_pred": 22637, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5088234555814946, + "FN": 126191, + "FP": 10778, + "IoU": 0.3412228132785671, + "TN": 78848491, + "TP": 70945, + "n_pred": 81723, + "n_ref": 197136 + }, + "10": { + "Dice": 0.12981365896964372, + "FN": 85847, + "FP": 10212, + "IoU": 0.06941215221266372, + "TN": 78953181, + "TP": 7165, + "n_pred": 17377, + "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": 20, + "IoU": 0.0, + "TN": 78990910, + "TP": 0, + "n_pred": 20, + "n_ref": 65475 + }, + "14": { + "Dice": 0.2562088857403097, + "FN": 31549, + "FP": 5198, + "IoU": 0.14692636270777232, + "TN": 79013329, + "TP": 6329, + "n_pred": 11527, + "n_ref": 37878 + }, + "15": { + "Dice": 0.0, + "FN": 38532, + "FP": 11, + "IoU": 0.0, + "TN": 79017862, + "TP": 0, + "n_pred": 11, + "n_ref": 38532 + }, + "2": { + "Dice": 0.47709719690480895, + "FN": 47576, + "FP": 95280, + "IoU": 0.31328144904267236, + "TN": 78848378, + "TP": 65171, + "n_pred": 160451, + "n_ref": 112747 + }, + "3": { + "Dice": 0.296478453824134, + "FN": 98232, + "FP": 11625, + "IoU": 0.17403856997857223, + "TN": 78923400, + "TP": 23148, + "n_pred": 34773, + "n_ref": 121380 + }, + "4": { + "Dice": 0.001166974618302052, + "FN": 8476, + "FP": 1795, + "IoU": 0.0005838279653595408, + "TN": 79046128, + "TP": 6, + "n_pred": 1801, + "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": 0.8393954789169411, + "FN": 134016, + "FP": 319306, + "IoU": 0.7232398837578451, + "TN": 77418445, + "TP": 1184638, + "n_pred": 1503944, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.3989621739724157, + "FN": 342494, + "FP": 53632, + "IoU": 0.24918972399440484, + "TN": 78528807, + "TP": 131472, + "n_pred": 185104, + "n_ref": 473966 + }, + "8": { + "Dice": 0.42440210192288097, + "FN": 16949, + "FP": 22594, + "IoU": 0.26935939838510004, + "TN": 79002284, + "TP": 14578, + "n_pred": 37172, + "n_ref": 31527 + }, + "9": { + "Dice": 0.13772275745020715, + "FN": 65773, + "FP": 3323, + "IoU": 0.07395394966092154, + "TN": 78981791, + "TP": 5518, + "n_pred": 8841, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6636511799600809, + "FN": 66673, + "FP": 102348, + "IoU": 0.49661523249615064, + "TN": 122376171, + "TP": 166748, + "n_pred": 269096, + "n_ref": 233421 + }, + "10": { + "Dice": 0.5787691254312275, + "FN": 55452, + "FP": 24525, + "IoU": 0.4072308980810993, + "TN": 122577019, + "TP": 54944, + "n_pred": 79469, + "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": 0.00016565890830779425, + "FN": 53795, + "FP": 6560, + "IoU": 8.28363154406892e-05, + "TN": 122651580, + "TP": 5, + "n_pred": 6565, + "n_ref": 53800 + }, + "14": { + "Dice": 0.5451945467018368, + "FN": 51269, + "FP": 42873, + "IoU": 0.3747542638542054, + "TN": 122561372, + "TP": 56426, + "n_pred": 99299, + "n_ref": 107695 + }, + "15": { + "Dice": 0.6000132388958761, + "FN": 28428, + "FP": 1785, + "IoU": 0.42858493777660095, + "TN": 122659066, + "TP": 22661, + "n_pred": 24446, + "n_ref": 51089 + }, + "2": { + "Dice": 0.49174878731907656, + "FN": 67853, + "FP": 74960, + "IoU": 0.32603904653588234, + "TN": 122500039, + "TP": 69088, + "n_pred": 144048, + "n_ref": 136941 + }, + "3": { + "Dice": 0.5202175163156534, + "FN": 78484, + "FP": 45831, + "IoU": 0.3515499893068212, + "TN": 122520229, + "TP": 67396, + "n_pred": 113227, + "n_ref": 145880 + }, + "4": { + "Dice": 0.26837910670259735, + "FN": 53773, + "FP": 10028, + "IoU": 0.15498721905089863, + "TN": 122636437, + "TP": 11702, + "n_pred": 21730, + "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": 0.8496891078109589, + "FN": 149005, + "FP": 403567, + "IoU": 0.7386604035314321, + "TN": 120597557, + "TP": 1561811, + "n_pred": 1965378, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.3675731422005076, + "FN": 388373, + "FP": 223629, + "IoU": 0.22516974677566584, + "TN": 121922087, + "TP": 177851, + "n_pred": 401480, + "n_ref": 566224 + }, + "8": { + "Dice": 0.5977336011099145, + "FN": 74841, + "FP": 8083, + "IoU": 0.42626251444306834, + "TN": 122567407, + "TP": 61609, + "n_pred": 69692, + "n_ref": 136450 + }, + "9": { + "Dice": 0.2032011675991243, + "FN": 64304, + "FP": 17587, + "IoU": 0.11309066097711544, + "TN": 122619607, + "TP": 10442, + "n_pred": 28029, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/loop_004/summary_cross_val.json b/nnActive_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/loop_004/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..41409189b087395c1b500af280574defdfffe428 --- /dev/null +++ b/nnActive_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/loop_004/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.1096007731306547, + "FN": 630.7422222222224, + "FP": 529.6777777777778, + "IoU": 0.08798268875146219, + "TN": 110778.39777777779, + "TP": 564.648888888889, + "n_pred": 1094.3266666666668, + "n_ref": 1195.3911111111113 + }, + "mean": { + "1": { + "Dice": 0.17209966769544535, + "FN": 99.36666666666666, + "FP": 69.1, + "IoU": 0.13707804184962727, + "TN": 112165.3, + "TP": 169.7, + "n_pred": 238.8, + "n_ref": 269.06666666666666 + }, + "10": { + "Dice": 0.20157208486547323, + "FN": 372.6666666666667, + "FP": 302.8666666666667, + "IoU": 0.1626887748805337, + "TN": 111452.43333333333, + "TP": 375.5, + "n_pred": 678.3666666666667, + "n_ref": 748.1666666666666 + }, + "11": { + "Dice": 0.0, + "FN": 119.23333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 112384.23333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 119.23333333333333 + }, + "12": { + "Dice": 0.0, + "FN": 99.46666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 112404.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 99.46666666666667 + }, + "13": { + "Dice": 0.0, + "FN": 113.73333333333333, + "FP": 2.3, + "IoU": 0.0, + "TN": 112387.43333333333, + "TP": 0.0, + "n_pred": 2.3, + "n_ref": 113.73333333333333 + }, + "14": { + "Dice": 0.07215813979255399, + "FN": 101.26666666666667, + "FP": 1004.3, + "IoU": 0.046453678727760156, + "TN": 111275.8, + "TP": 122.1, + "n_pred": 1126.4, + "n_ref": 223.36666666666667 + }, + "15": { + "Dice": 0.0031497866735389285, + "FN": 709.0666666666667, + "FP": 99.86666666666666, + "IoU": 0.0015924488968672187, + "TN": 111692.7, + "TP": 1.8333333333333333, + "n_pred": 101.7, + "n_ref": 710.9 + }, + "2": { + "Dice": 0.04773977633366452, + "FN": 1088.0333333333333, + "FP": 701.0666666666667, + "IoU": 0.03466850425559466, + "TN": 110620.46666666666, + "TP": 93.9, + "n_pred": 794.9666666666667, + "n_ref": 1181.9333333333334 + }, + "3": { + "Dice": 0.14125176970885037, + "FN": 1408.7, + "FP": 829.5, + "IoU": 0.11010445221707413, + "TN": 109465.4, + "TP": 799.8666666666667, + "n_pred": 1629.3666666666666, + "n_ref": 2208.5666666666666 + }, + "4": { + "Dice": 0.0, + "FN": 323.3333333333333, + "FP": 15.366666666666667, + "IoU": 0.0, + "TN": 112164.76666666666, + "TP": 0.0, + "n_pred": 15.366666666666667, + "n_ref": 323.3333333333333 + }, + "5": { + "Dice": 0.0, + "FN": 119.23333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 112384.23333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 119.23333333333333 + }, + "6": { + "Dice": 0.44428346157017967, + "FN": 1623.9, + "FP": 4079.9, + "IoU": 0.36807457770638347, + "TN": 101262.86666666667, + "TP": 5536.8, + "n_pred": 9616.7, + "n_ref": 7160.7 + }, + "7": { + "Dice": 0.10405562653249453, + "FN": 1932.1666666666667, + "FP": 640.1333333333333, + "IoU": 0.06293867809110198, + "TN": 109554.2, + "TP": 376.96666666666664, + "n_pred": 1017.1, + "n_ref": 2309.133333333333 + }, + "8": { + "Dice": 0.45770128378761993, + "FN": 544.3333333333334, + "FP": 195.03333333333333, + "IoU": 0.39614117464699033, + "TN": 110771.03333333334, + "TP": 993.0666666666667, + "n_pred": 1188.1, + "n_ref": 1537.4 + }, + "9": { + "Dice": 0.0, + "FN": 806.6333333333333, + "FP": 5.733333333333333, + "IoU": 0.0, + "TN": 111691.1, + "TP": 0.0, + "n_pred": 5.733333333333333, + "n_ref": 806.6333333333333 + } + }, + "metric_per_case": [ + { + "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": 863, + "FP": 0, + "IoU": 0.0, + "TN": 113825, + "TP": 0, + "n_pred": 0, + "n_ref": 863 + }, + "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": 493, + "FP": 0, + "IoU": 0.0, + "TN": 114195, + "TP": 0, + "n_pred": 0, + "n_ref": 493 + }, + "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": 0.02902621722846442, + "FN": 563, + "FP": 1511, + "IoU": 0.014726840855106888, + "TN": 112583, + "TP": 31, + "n_pred": 1542, + "n_ref": 594 + }, + "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": 11009, + "IoU": 0.0, + "TN": 103679, + "TP": 0, + "n_pred": 11009, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7505709210860187, + "FN": 4352, + "FP": 563, + "IoU": 0.6007311129163282, + "TN": 102378, + "TP": 7395, + "n_pred": 7958, + "n_ref": 11747 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0006.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": 0, + "FP": 649, + "IoU": 0.0, + "TN": 97655, + "TP": 0, + "n_pred": 649, + "n_ref": 0 + }, + "3": { + "Dice": 0.8508376288659794, + "FN": 2497, + "FP": 281, + "IoU": 0.7403980936361088, + "TN": 87603, + "TP": 7923, + "n_pred": 8204, + "n_ref": 10420 + }, + "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": 0.7805445459245218, + "FN": 5094, + "FP": 0, + "IoU": 0.6400763089097717, + "TN": 84151, + "TP": 9059, + "n_pred": 9059, + "n_ref": 14153 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0019.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": 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": 57, + "IoU": 0.0, + "TN": 147399, + "TP": 0, + "n_pred": 57, + "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": 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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/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": 0, + "FP": 58, + "IoU": 0.0, + "TN": 49094, + "TP": 0, + "n_pred": 58, + "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": 1377, + "FP": 0, + "IoU": 0.0, + "TN": 47775, + "TP": 0, + "n_pred": 0, + "n_ref": 1377 + }, + "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": 246, + "IoU": 0.0, + "TN": 48906, + "TP": 0, + "n_pred": 246, + "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": 262, + "FP": 3138, + "IoU": 0.0, + "TN": 45752, + "TP": 0, + "n_pred": 3138, + "n_ref": 262 + }, + "9": { + "Dice": 0.0, + "FN": 9797, + "FP": 0, + "IoU": 0.0, + "TN": 39355, + "TP": 0, + "n_pred": 0, + "n_ref": 9797 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0059.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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5243259085580305, + "FN": 315, + "FP": 6177, + "IoU": 0.35531281032770606, + "TN": 104618, + "TP": 3578, + "n_pred": 9755, + "n_ref": 3893 + }, + "15": { + "Dice": 0.0, + "FN": 6330, + "FP": 0, + "IoU": 0.0, + "TN": 108358, + "TP": 0, + "n_pred": 0, + "n_ref": 6330 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6184631803628602, + "FN": 737, + "FP": 3553, + "IoU": 0.447663190421012, + "TN": 106921, + "TP": 3477, + "n_pred": 7030, + "n_ref": 4214 + }, + "7": { + "Dice": 0.33116302821396654, + "FN": 10478, + "FP": 0, + "IoU": 0.19843941248470012, + "TN": 101616, + "TP": 2594, + "n_pred": 2594, + "n_ref": 13072 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0072.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": 220, + "IoU": 0.0, + "TN": 81700, + "TP": 0, + "n_pred": 220, + "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": 924, + "IoU": 0.0, + "TN": 80996, + "TP": 0, + "n_pred": 924, + "n_ref": 0 + }, + "2": { + "Dice": 0.11239495798319328, + "FN": 8019, + "FP": 431, + "IoU": 0.05954368391764051, + "TN": 72935, + "TP": 535, + "n_pred": 966, + "n_ref": 8554 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7046, + "IoU": 0.0, + "TN": 74874, + "TP": 0, + "n_pred": 7046, + "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": 0.881794726024402, + "FN": 5024, + "FP": 382, + "IoU": 0.7885803676183027, + "TN": 56350, + "TP": 20164, + "n_pred": 20546, + "n_ref": 25188 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 172, + "IoU": 0.0, + "TN": 81748, + "TP": 0, + "n_pred": 172, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 73, + "FP": 0, + "IoU": 0.0, + "TN": 114615, + "TP": 0, + "n_pred": 0, + "n_ref": 73 + }, + "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": 132, + "IoU": 0.0, + "TN": 114556, + "TP": 0, + "n_pred": 132, + "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": 826, + "FP": 0, + "IoU": 0.0, + "TN": 113862, + "TP": 0, + "n_pred": 0, + "n_ref": 826 + }, + "6": { + "Dice": 0.635036496350365, + "FN": 332, + "FP": 268, + "IoU": 0.46524064171123, + "TN": 113566, + "TP": 522, + "n_pred": 790, + "n_ref": 854 + }, + "7": { + "Dice": 0.0, + "FN": 9267, + "FP": 0, + "IoU": 0.0, + "TN": 105421, + "TP": 0, + "n_pred": 0, + "n_ref": 9267 + }, + "8": { + "Dice": 0.0319173902839709, + "FN": 8246, + "FP": 4, + "IoU": 0.016217505366086335, + "TN": 106302, + "TP": 136, + "n_pred": 140, + "n_ref": 8382 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 131058, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "10": { + "Dice": 0.7450164673253596, + "FN": 1225, + "FP": 246, + "IoU": 0.593646408839779, + "TN": 127452, + "TP": 2149, + "n_pred": 2395, + "n_ref": 3374 + }, + "11": { + "Dice": 0.0, + "FN": 919, + "FP": 0, + "IoU": 0.0, + "TN": 130153, + "TP": 0, + "n_pred": 0, + "n_ref": 919 + }, + "12": { + "Dice": 0.0, + "FN": 1264, + "FP": 0, + "IoU": 0.0, + "TN": 129808, + "TP": 0, + "n_pred": 0, + "n_ref": 1264 + }, + "13": { + "Dice": 0.0, + "FN": 342, + "FP": 0, + "IoU": 0.0, + "TN": 130730, + "TP": 0, + "n_pred": 0, + "n_ref": 342 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1660, + "IoU": 0.0, + "TN": 129412, + "TP": 0, + "n_pred": 1660, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7400447427293065, + "FN": 1162, + "FP": 0, + "IoU": 0.5873579545454546, + "TN": 128256, + "TP": 1654, + "n_pred": 1654, + "n_ref": 2816 + }, + "3": { + "Dice": 0.4673086670045616, + "FN": 884, + "FP": 167, + "IoU": 0.3048941798941799, + "TN": 129560, + "TP": 461, + "n_pred": 628, + "n_ref": 1345 + }, + "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": 0.9316065192083819, + "FN": 211, + "FP": 259, + "IoU": 0.8719694906020158, + "TN": 127401, + "TP": 3201, + "n_pred": 3460, + "n_ref": 3412 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 74, + "IoU": 0.0, + "TN": 130998, + "TP": 0, + "n_pred": 74, + "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": 2331, + "FP": 0, + "IoU": 0.0, + "TN": 128741, + "TP": 0, + "n_pred": 0, + "n_ref": 2331 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0109.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": 239, + "IoU": 0.0, + "TN": 98065, + "TP": 0, + "n_pred": 239, + "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": 66, + "IoU": 0.0, + "TN": 98238, + "TP": 0, + "n_pred": 66, + "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": 17408, + "IoU": 0.0, + "TN": 80896, + "TP": 0, + "n_pred": 17408, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.17391304347826086, + "FN": 38, + "FP": 0, + "IoU": 0.09523809523809523, + "TN": 163798, + "TP": 4, + "n_pred": 4, + "n_ref": 42 + }, + "10": { + "Dice": 0.0, + "FN": 748, + "FP": 2222, + "IoU": 0.0, + "TN": 160870, + "TP": 0, + "n_pred": 2222, + "n_ref": 748 + }, + "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": 0, + "FP": 502, + "IoU": 0.0, + "TN": 163338, + "TP": 0, + "n_pred": 502, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 7829, + "FP": 0, + "IoU": 0.0, + "TN": 156011, + "TP": 0, + "n_pred": 0, + "n_ref": 7829 + }, + "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": 0.1715168072217603, + "FN": 131, + "FP": 20794, + "IoU": 0.09380278030401455, + "TN": 140749, + "TP": 2166, + "n_pred": 22960, + "n_ref": 2297 + }, + "7": { + "Dice": 0.04911533226818155, + "FN": 11626, + "FP": 4443, + "IoU": 0.025175928172773598, + "TN": 147356, + "TP": 415, + "n_pred": 4858, + "n_ref": 12041 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 710, + "IoU": 0.0, + "TN": 195898, + "TP": 0, + "n_pred": 710, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 88, + "FP": 46, + "IoU": 0.0, + "TN": 196474, + "TP": 0, + "n_pred": 46, + "n_ref": 88 + }, + "11": { + "Dice": 0.0, + "FN": 232, + "FP": 0, + "IoU": 0.0, + "TN": 196376, + "TP": 0, + "n_pred": 0, + "n_ref": 232 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 860, + "FP": 0, + "IoU": 0.0, + "TN": 195748, + "TP": 0, + "n_pred": 0, + "n_ref": 860 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.15009560229445507, + "FN": 6527, + "FP": 585, + "IoU": 0.08113695090439277, + "TN": 188868, + "TP": 628, + "n_pred": 1213, + "n_ref": 7155 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4697, + "IoU": 0.0, + "TN": 191911, + "TP": 0, + "n_pred": 4697, + "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": 0.9688758696448188, + "FN": 56, + "FP": 199, + "IoU": 0.9396306818181818, + "TN": 192384, + "TP": 3969, + "n_pred": 4168, + "n_ref": 4025 + }, + "7": { + "Dice": 0.09377817853922453, + "FN": 37, + "FP": 1973, + "IoU": 0.04919583727530748, + "TN": 194494, + "TP": 104, + "n_pred": 2077, + "n_ref": 141 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0159.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": 1696, + "IoU": 0.0, + "TN": 162144, + "TP": 0, + "n_pred": 1696, + "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": 69, + "IoU": 0.0, + "TN": 163771, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 12204, + "IoU": 0.0, + "TN": 151636, + "TP": 0, + "n_pred": 12204, + "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": 3470, + "IoU": 0.0, + "TN": 160370, + "TP": 0, + "n_pred": 3470, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 92, + "IoU": 0.0, + "TN": 163748, + "TP": 0, + "n_pred": 92, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 162, + "IoU": 0.0, + "TN": 163678, + "TP": 0, + "n_pred": 162, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 2751, + "FP": 0, + "IoU": 0.0, + "TN": 161089, + "TP": 0, + "n_pred": 0, + "n_ref": 2751 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 280, + "IoU": 0.0, + "TN": 163560, + "TP": 0, + "n_pred": 280, + "n_ref": 0 + }, + "7": { + "Dice": 0.09440396837699581, + "FN": 3009, + "FP": 8675, + "IoU": 0.04954038883917677, + "TN": 151547, + "TP": 609, + "n_pred": 9284, + "n_ref": 3618 + }, + "8": { + "Dice": 0.5949966193373901, + "FN": 879, + "FP": 319, + "IoU": 0.42348411934552455, + "TN": 161762, + "TP": 880, + "n_pred": 1199, + "n_ref": 1759 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 92, + "IoU": 0.0, + "TN": 163748, + "TP": 0, + "n_pred": 92, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0171.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": 0.0, + "FN": 1272, + "FP": 0, + "IoU": 0.0, + "TN": 129800, + "TP": 0, + "n_pred": 0, + "n_ref": 1272 + }, + "12": { + "Dice": 0.0, + "FN": 5, + "FP": 0, + "IoU": 0.0, + "TN": 131067, + "TP": 0, + "n_pred": 0, + "n_ref": 5 + }, + "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": 10045, + "FP": 309, + "IoU": 0.0, + "TN": 120718, + "TP": 0, + "n_pred": 309, + "n_ref": 10045 + }, + "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": 0.6049334377447142, + "FN": 2758, + "FP": 3296, + "IoU": 0.43362335110861633, + "TN": 120383, + "TP": 4635, + "n_pred": 7931, + "n_ref": 7393 + }, + "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": 6524, + "FP": 0, + "IoU": 0.0, + "TN": 124548, + "TP": 0, + "n_pred": 0, + "n_ref": 6524 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 131071, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 40, + "FP": 154, + "IoU": 0.0, + "TN": 130878, + "TP": 0, + "n_pred": 154, + "n_ref": 40 + }, + "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": 589, + "FP": 0, + "IoU": 0.0, + "TN": 130483, + "TP": 0, + "n_pred": 0, + "n_ref": 589 + }, + "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": 185, + "IoU": 0.0, + "TN": 130887, + "TP": 0, + "n_pred": 185, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 305, + "IoU": 0.0, + "TN": 130767, + "TP": 0, + "n_pred": 305, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 299, + "IoU": 0.0, + "TN": 130773, + "TP": 0, + "n_pred": 299, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8194128031401323, + "FN": 17437, + "FP": 874, + "IoU": 0.6940722424566445, + "TN": 71218, + "TP": 41543, + "n_pred": 42417, + "n_ref": 58980 + }, + "7": { + "Dice": 0.3828125, + "FN": 4894, + "FP": 478, + "IoU": 0.23671497584541062, + "TN": 124034, + "TP": 1666, + "n_pred": 2144, + "n_ref": 6560 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/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": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 81896, + "TP": 0, + "n_pred": 24, + "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": 1711, + "IoU": 0.0, + "TN": 80209, + "TP": 0, + "n_pred": 1711, + "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": 1097, + "FP": 0, + "IoU": 0.0, + "TN": 80823, + "TP": 0, + "n_pred": 0, + "n_ref": 1097 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9125429810136044, + "FN": 1160, + "FP": 10, + "IoU": 0.8391531481990652, + "TN": 74646, + "TP": 6104, + "n_pred": 6114, + "n_ref": 7264 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/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": 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": 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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0214.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": 10006, + "FP": 0, + "IoU": 0.0, + "TN": 39146, + "TP": 0, + "n_pred": 0, + "n_ref": 10006 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4301, + "IoU": 0.0, + "TN": 44851, + "TP": 0, + "n_pred": 4301, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.693021656926779, + "FN": 893, + "FP": 0, + "IoU": 0.5302472382956339, + "TN": 96403, + "TP": 1008, + "n_pred": 1008, + "n_ref": 1901 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 175, + "IoU": 0.0, + "TN": 98129, + "TP": 0, + "n_pred": 175, + "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": 71, + "FP": 0, + "IoU": 0.0, + "TN": 98233, + "TP": 0, + "n_pred": 0, + "n_ref": 71 + }, + "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": 20, + "FP": 0, + "IoU": 0.0, + "TN": 98284, + "TP": 0, + "n_pred": 0, + "n_ref": 20 + }, + "3": { + "Dice": 0.6947284424716972, + "FN": 6121, + "FP": 0, + "IoU": 0.5322482041876815, + "TN": 85218, + "TP": 6965, + "n_pred": 6965, + "n_ref": 13086 + }, + "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": 540, + "IoU": 0.0, + "TN": 97764, + "TP": 0, + "n_pred": 540, + "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": 5, + "IoU": 0.0, + "TN": 98299, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 667, + "FP": 0, + "IoU": 0.0, + "TN": 81253, + "TP": 0, + "n_pred": 0, + "n_ref": 667 + }, + "10": { + "Dice": 0.0, + "FN": 2996, + "FP": 0, + "IoU": 0.0, + "TN": 78924, + "TP": 0, + "n_pred": 0, + "n_ref": 2996 + }, + "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": 571, + "IoU": 0.0, + "TN": 81349, + "TP": 0, + "n_pred": 571, + "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": 1750, + "FP": 912, + "IoU": 0.0, + "TN": 79258, + "TP": 0, + "n_pred": 912, + "n_ref": 1750 + }, + "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": 9983, + "IoU": 0.0, + "TN": 71937, + "TP": 0, + "n_pred": 9983, + "n_ref": 0 + }, + "7": { + "Dice": 0.2267914684670861, + "FN": 5039, + "FP": 0, + "IoU": 0.12789892696434751, + "TN": 76142, + "TP": 739, + "n_pred": 739, + "n_ref": 5778 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 146, + "IoU": 0.0, + "TN": 81774, + "TP": 0, + "n_pred": 146, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0259.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": 8889, + "IoU": 0.0, + "TN": 73031, + "TP": 0, + "n_pred": 8889, + "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": 1100, + "IoU": 0.0, + "TN": 80820, + "TP": 0, + "n_pred": 1100, + "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": 0.661170060223688, + "FN": 354, + "FP": 4372, + "IoU": 0.4938417050444468, + "TN": 72583, + "TP": 4611, + "n_pred": 8983, + "n_ref": 4965 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1078, + "IoU": 0.0, + "TN": 80842, + "TP": 0, + "n_pred": 1078, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0264.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": 17, + "IoU": 0.0, + "TN": 81903, + "TP": 0, + "n_pred": 17, + "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": 213, + "IoU": 0.0, + "TN": 81707, + "TP": 0, + "n_pred": 213, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 386, + "IoU": 0.0, + "TN": 97918, + "TP": 0, + "n_pred": 386, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3260, + "IoU": 0.0, + "TN": 95044, + "TP": 0, + "n_pred": 3260, + "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": 0.2694136291600634, + "FN": 185, + "FP": 276, + "IoU": 0.15567765567765568, + "TN": 97758, + "TP": 85, + "n_pred": 361, + "n_ref": 270 + }, + "15": { + "Dice": 0.0220485067147725, + "FN": 4879, + "FP": 0, + "IoU": 0.01114714227807053, + "TN": 93370, + "TP": 55, + "n_pred": 55, + "n_ref": 4934 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6418, + "IoU": 0.0, + "TN": 91886, + "TP": 0, + "n_pred": 6418, + "n_ref": 0 + }, + "3": { + "Dice": 0.0754414125200642, + "FN": 13824, + "FP": 0, + "IoU": 0.03919933277731443, + "TN": 83916, + "TP": 564, + "n_pred": 564, + "n_ref": 14388 + }, + "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": 0.4106541782525977, + "FN": 396, + "FP": 7658, + "IoU": 0.2583793738489871, + "TN": 87444, + "TP": 2806, + "n_pred": 10464, + "n_ref": 3202 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8540619765494137, + "FN": 1383, + "FP": 11, + "IoU": 0.7452950849625434, + "TN": 60063, + "TP": 4079, + "n_pred": 4090, + "n_ref": 5462 + }, + "10": { + "Dice": 0.0, + "FN": 24, + "FP": 0, + "IoU": 0.0, + "TN": 65512, + "TP": 0, + "n_pred": 0, + "n_ref": 24 + }, + "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": 6901, + "FP": 219, + "IoU": 0.0, + "TN": 58416, + "TP": 0, + "n_pred": 219, + "n_ref": 6901 + }, + "3": { + "Dice": 0.786951471999192, + "FN": 912, + "FP": 3307, + "IoU": 0.6487386562317875, + "TN": 53525, + "TP": 7792, + "n_pred": 11099, + "n_ref": 8704 + }, + "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": 1392, + "IoU": 0.0, + "TN": 64144, + "TP": 0, + "n_pred": 1392, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 65471, + "TP": 0, + "n_pred": 65, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0302.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": 109, + "IoU": 0.0, + "TN": 98195, + "TP": 0, + "n_pred": 109, + "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": 6, + "FP": 0, + "IoU": 0.0, + "TN": 98298, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "3": { + "Dice": 0.0, + "FN": 22, + "FP": 0, + "IoU": 0.0, + "TN": 98282, + "TP": 0, + "n_pred": 0, + "n_ref": 22 + }, + "4": { + "Dice": 0.0, + "FN": 9525, + "FP": 0, + "IoU": 0.0, + "TN": 88779, + "TP": 0, + "n_pred": 0, + "n_ref": 9525 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6744463971880492, + "FN": 4577, + "FP": 54, + "IoU": 0.5088035638523547, + "TN": 88876, + "TP": 4797, + "n_pred": 4851, + "n_ref": 9374 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 246, + "IoU": 0.0, + "TN": 98058, + "TP": 0, + "n_pred": 246, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 399, + "IoU": 0.0, + "TN": 228977, + "TP": 0, + "n_pred": 399, + "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": 269, + "FP": 0, + "IoU": 0.0, + "TN": 229107, + "TP": 0, + "n_pred": 0, + "n_ref": 269 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 302, + "IoU": 0.0, + "TN": 229074, + "TP": 0, + "n_pred": 302, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "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": 0.5890239894840618, + "FN": 6377, + "FP": 12382, + "IoU": 0.417458542947643, + "TN": 197174, + "TP": 13443, + "n_pred": 25825, + "n_ref": 19820 + }, + "7": { + "Dice": 0.5059496683376373, + "FN": 9710, + "FP": 47, + "IoU": 0.3386429878668745, + "TN": 214623, + "TP": 4996, + "n_pred": 5043, + "n_ref": 14706 + }, + "8": { + "Dice": 0.9054322876817138, + "FN": 1118, + "FP": 118, + "IoU": 0.8272053683769048, + "TN": 222223, + "TP": 5917, + "n_pred": 6035, + "n_ref": 7035 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.761583192646783, + "FN": 2414, + "FP": 128, + "IoU": 0.6149651620720994, + "TN": 42550, + "TP": 4060, + "n_pred": 4188, + "n_ref": 6474 + }, + "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": 0.9715063366505061, + "FN": 189, + "FP": 146, + "IoU": 0.9445914654316904, + "TN": 43106, + "TP": 5711, + "n_pred": 5857, + "n_ref": 5900 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0371.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": 0.0, + "FN": 1081, + "FP": 0, + "IoU": 0.0, + "TN": 129991, + "TP": 0, + "n_pred": 0, + "n_ref": 1081 + }, + "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": 216, + "IoU": 0.0, + "TN": 130856, + "TP": 0, + "n_pred": 216, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 130978, + "TP": 0, + "n_pred": 94, + "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": 0.04784688995215311, + "FN": 108, + "FP": 20787, + "IoU": 0.024509803921568627, + "TN": 109652, + "TP": 525, + "n_pred": 21312, + "n_ref": 633 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1393, + "IoU": 0.0, + "TN": 129679, + "TP": 0, + "n_pred": 1393, + "n_ref": 0 + }, + "8": { + "Dice": 0.9238513546858806, + "FN": 313, + "FP": 1230, + "IoU": 0.858479317619004, + "TN": 120169, + "TP": 9360, + "n_pred": 10590, + "n_ref": 9673 + }, + "9": { + "Dice": 0.0, + "FN": 101, + "FP": 52, + "IoU": 0.0, + "TN": 130919, + "TP": 0, + "n_pred": 52, + "n_ref": 101 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8269794721407625, + "FN": 611, + "FP": 156, + "IoU": 0.705, + "TN": 128472, + "TP": 1833, + "n_pred": 1989, + "n_ref": 2444 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1715, + "FP": 0, + "IoU": 0.0, + "TN": 129357, + "TP": 0, + "n_pred": 0, + "n_ref": 1715 + }, + "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": 0.0, + "FN": 0, + "FP": 1739, + "IoU": 0.0, + "TN": 129333, + "TP": 0, + "n_pred": 1739, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6713, + "IoU": 0.0, + "TN": 124359, + "TP": 0, + "n_pred": 6713, + "n_ref": 0 + }, + "3": { + "Dice": 0.061993323795898905, + "FN": 7859, + "FP": 9, + "IoU": 0.03198818897637795, + "TN": 122944, + "TP": 260, + "n_pred": 269, + "n_ref": 8119 + }, + "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": 40, + "IoU": 0.0, + "TN": 131032, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 244, + "IoU": 0.0, + "TN": 130828, + "TP": 0, + "n_pred": 244, + "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": 23, + "IoU": 0.0, + "TN": 131049, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 552, + "IoU": 0.0, + "TN": 212440, + "TP": 0, + "n_pred": 552, + "n_ref": 0 + }, + "10": { + "Dice": 0.6900021408691929, + "FN": 2171, + "FP": 725, + "IoU": 0.5267200522961268, + "TN": 206873, + "TP": 3223, + "n_pred": 3948, + "n_ref": 5394 + }, + "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": 0.0, + "FN": 1949, + "FP": 0, + "IoU": 0.0, + "TN": 211043, + "TP": 0, + "n_pred": 0, + "n_ref": 1949 + }, + "15": { + "Dice": 0.0, + "FN": 18, + "FP": 0, + "IoU": 0.0, + "TN": 212974, + "TP": 0, + "n_pred": 0, + "n_ref": 18 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 164, + "IoU": 0.0, + "TN": 212828, + "TP": 0, + "n_pred": 164, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 212984, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 175, + "FP": 0, + "IoU": 0.0, + "TN": 212817, + "TP": 0, + "n_pred": 0, + "n_ref": 175 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8959708403112994, + "FN": 3839, + "FP": 6721, + "IoU": 0.8115463549567234, + "TN": 156957, + "TP": 45475, + "n_pred": 52196, + "n_ref": 49314 + }, + "7": { + "Dice": 0.08493150684931507, + "FN": 3905, + "FP": 103, + "IoU": 0.044349070100143065, + "TN": 208798, + "TP": 186, + "n_pred": 289, + "n_ref": 4091 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 323, + "IoU": 0.0, + "TN": 212669, + "TP": 0, + "n_pred": 323, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 5446, + "FP": 0, + "IoU": 0.0, + "TN": 207546, + "TP": 0, + "n_pred": 0, + "n_ref": 5446 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.11425127154017888, + "FN": 556.6444444444445, + "FP": 385.19777777777784, + "IoU": 0.09333830563699956, + "TN": 105605.09111111108, + "TP": 495.2, + "n_pred": 880.3977777777778, + "n_ref": 1051.8444444444444 + }, + "mean": { + "1": { + "Dice": 0.3661814861229759, + "FN": 903.1666666666666, + "FP": 360.6666666666667, + "IoU": 0.3129373877997979, + "TN": 104557.83333333333, + "TP": 1220.4666666666667, + "n_pred": 1581.1333333333334, + "n_ref": 2123.633333333333 + }, + "10": { + "Dice": 0.07083008030235183, + "FN": 386.76666666666665, + "FP": 1324.2333333333333, + "IoU": 0.048114392988743135, + "TN": 105071.63333333333, + "TP": 259.5, + "n_pred": 1583.7333333333333, + "n_ref": 646.2666666666667 + }, + "11": { + "Dice": 0.0, + "FN": 82.5, + "FP": 0.0, + "IoU": 0.0, + "TN": 106959.63333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 82.5 + }, + "12": { + "Dice": 0.0, + "FN": 0.9333333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 107041.2, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.9333333333333333 + }, + "13": { + "Dice": 0.0, + "FN": 430.8666666666667, + "FP": 5.366666666666666, + "IoU": 0.0, + "TN": 106605.9, + "TP": 0.0, + "n_pred": 5.366666666666666, + "n_ref": 430.8666666666667 + }, + "14": { + "Dice": 0.12308379951429194, + "FN": 737.5666666666667, + "FP": 11.533333333333333, + "IoU": 0.07855738873449464, + "TN": 106125.83333333333, + "TP": 167.2, + "n_pred": 178.73333333333332, + "n_ref": 904.7666666666667 + }, + "15": { + "Dice": 0.0, + "FN": 292.1333333333333, + "FP": 1.8666666666666667, + "IoU": 0.0, + "TN": 106748.13333333333, + "TP": 0.0, + "n_pred": 1.8666666666666667, + "n_ref": 292.1333333333333 + }, + "2": { + "Dice": 0.020678349311190936, + "FN": 1121.3, + "FP": 668.9666666666667, + "IoU": 0.012090939881717907, + "TN": 105171.5, + "TP": 80.36666666666666, + "n_pred": 749.3333333333334, + "n_ref": 1201.6666666666667 + }, + "3": { + "Dice": 0.13819450131842495, + "FN": 1032.5333333333333, + "FP": 597.8, + "IoU": 0.11138217831393643, + "TN": 104962.0, + "TP": 449.8, + "n_pred": 1047.6, + "n_ref": 1482.3333333333333 + }, + "4": { + "Dice": 0.0015560165975103733, + "FN": 31.933333333333334, + "FP": 6.066666666666666, + "IoU": 0.0007804370447450572, + "TN": 107004.03333333334, + "TP": 0.1, + "n_pred": 6.166666666666667, + "n_ref": 32.03333333333333 + }, + "5": { + "Dice": 0.0, + "FN": 215.46666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 106826.66666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 215.46666666666667 + }, + "6": { + "Dice": 0.49479743815268246, + "FN": 759.7333333333333, + "FP": 2104.766666666667, + "IoU": 0.4325308399560384, + "TN": 99975.13333333333, + "TP": 4202.5, + "n_pred": 6307.266666666666, + "n_ref": 4962.233333333334 + }, + "7": { + "Dice": 0.20626631365479775, + "FN": 1436.6333333333334, + "FP": 525.6666666666666, + "IoU": 0.15275672814107416, + "TN": 104516.03333333334, + "TP": 563.8, + "n_pred": 1089.4666666666667, + "n_ref": 2000.4333333333334 + }, + "8": { + "Dice": 0.2816748799145124, + "FN": 509.43333333333334, + "FP": 153.6, + "IoU": 0.24550022857807485, + "TN": 105895.2, + "TP": 483.9, + "n_pred": 637.5, + "n_ref": 993.3333333333334 + }, + "9": { + "Dice": 0.010506208213944603, + "FN": 408.7, + "FP": 17.433333333333334, + "IoU": 0.005424063116370809, + "TN": 106615.63333333333, + "TP": 0.36666666666666664, + "n_pred": 17.8, + "n_ref": 409.06666666666666 + } + }, + "metric_per_case": [ + { + "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": 1029, + "FP": 0, + "IoU": 0.0, + "TN": 80891, + "TP": 0, + "n_pred": 0, + "n_ref": 1029 + }, + "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": 0.2672469374597034, + "FN": 4546, + "FP": 0, + "IoU": 0.15423255813953488, + "TN": 76545, + "TP": 829, + "n_pred": 829, + "n_ref": 5375 + }, + "9": { + "Dice": 0.0, + "FN": 4008, + "FP": 0, + "IoU": 0.0, + "TN": 77912, + "TP": 0, + "n_pred": 0, + "n_ref": 4008 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0064754856614246065, + "FN": 6347, + "FP": 97, + "IoU": 0.0032482598607888632, + "TN": 140991, + "TP": 21, + "n_pred": 118, + "n_ref": 6368 + }, + "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": 64, + "FP": 0, + "IoU": 0.0, + "TN": 147392, + "TP": 0, + "n_pred": 0, + "n_ref": 64 + }, + "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": 2, + "IoU": 0.0, + "TN": 147454, + "TP": 0, + "n_pred": 2, + "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": 0.9724672547447206, + "FN": 48, + "FP": 158, + "IoU": 0.9464099895941728, + "TN": 143612, + "TP": 3638, + "n_pred": 3796, + "n_ref": 3686 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0007.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": 0.33877646691147745, + "FN": 8395, + "FP": 68, + "IoU": 0.20393189728153513, + "TN": 87673, + "TP": 2168, + "n_pred": 2236, + "n_ref": 10563 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7715, + "IoU": 0.0, + "TN": 90589, + "TP": 0, + "n_pred": 7715, + "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": 0.8633631628155469, + "FN": 876, + "FP": 147, + "IoU": 0.7595769682726204, + "TN": 94049, + "TP": 3232, + "n_pred": 3379, + "n_ref": 4108 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0009.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": 0.8793794666201847, + "FN": 1384, + "FP": 0, + "IoU": 0.784725462746928, + "TN": 75491, + "TP": 5045, + "n_pred": 5045, + "n_ref": 6429 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8419318037774116, + "FN": 1926, + "FP": 568, + "IoU": 0.727014010507881, + "TN": 105552, + "TP": 6642, + "n_pred": 7210, + "n_ref": 8568 + }, + "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": 0.016609496298970933, + "FN": 5447, + "FP": 0, + "IoU": 0.008374294556708538, + "TN": 109195, + "TP": 46, + "n_pred": 46, + "n_ref": 5493 + }, + "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": 0.7206625258799172, + "FN": 1226, + "FP": 2147, + "IoU": 0.5633091662351113, + "TN": 106964, + "TP": 4351, + "n_pred": 6498, + "n_ref": 5577 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 123, + "IoU": 0.0, + "TN": 114565, + "TP": 0, + "n_pred": 123, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7281795511221946, + "FN": 2102, + "FP": 187, + "IoU": 0.5725490196078431, + "TN": 109333, + "TP": 3066, + "n_pred": 3253, + "n_ref": 5168 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 114670, + "TP": 0, + "n_pred": 18, + "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": 134, + "IoU": 0.0, + "TN": 114554, + "TP": 0, + "n_pred": 134, + "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": 1888, + "IoU": 0.0, + "TN": 112800, + "TP": 0, + "n_pred": 1888, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 114679, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 296, + "IoU": 0.0, + "TN": 114392, + "TP": 0, + "n_pred": 296, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0048.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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0054.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": 0.0, + "FN": 28, + "FP": 0, + "IoU": 0.0, + "TN": 131044, + "TP": 0, + "n_pred": 0, + "n_ref": 28 + }, + "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": 935, + "IoU": 0.0, + "TN": 130137, + "TP": 0, + "n_pred": 935, + "n_ref": 0 + }, + "3": { + "Dice": 0.7976104272266473, + "FN": 3246, + "FP": 108, + "IoU": 0.663354411321891, + "TN": 121109, + "TP": 6609, + "n_pred": 6717, + "n_ref": 9855 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 131005, + "TP": 0, + "n_pred": 67, + "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": 4552, + "IoU": 0.0, + "TN": 126520, + "TP": 0, + "n_pred": 4552, + "n_ref": 0 + }, + "7": { + "Dice": 0.6972907522324807, + "FN": 3846, + "FP": 154, + "IoU": 0.535261996049727, + "TN": 122465, + "TP": 4607, + "n_pred": 4761, + "n_ref": 8453 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0081.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": 469, + "FP": 187, + "IoU": 0.0, + "TN": 48496, + "TP": 0, + "n_pred": 187, + "n_ref": 469 + }, + "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": 52, + "IoU": 0.0, + "TN": 49100, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "3": { + "Dice": 0.09803921568627451, + "FN": 92, + "FP": 0, + "IoU": 0.05154639175257732, + "TN": 49055, + "TP": 5, + "n_pred": 5, + "n_ref": 97 + }, + "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": 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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0098.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": 10492, + "IoU": 0.0, + "TN": 55044, + "TP": 0, + "n_pred": 10492, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1271, + "FP": 0, + "IoU": 0.0, + "TN": 64265, + "TP": 0, + "n_pred": 0, + "n_ref": 1271 + }, + "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": 0.00037306472673008767, + "FN": 10678, + "FP": 40, + "IoU": 0.00018656716417910448, + "TN": 54816, + "TP": 2, + "n_pred": 42, + "n_ref": 10680 + }, + "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": 0.9679067738518103, + "FN": 331, + "FP": 184, + "IoU": 0.9378094433039488, + "TN": 57255, + "TP": 7766, + "n_pred": 7950, + "n_ref": 8097 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1922, + "IoU": 0.0, + "TN": 145534, + "TP": 0, + "n_pred": 1922, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3392, + "IoU": 0.0, + "TN": 144064, + "TP": 0, + "n_pred": 3392, + "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": 373, + "IoU": 0.0, + "TN": 147083, + "TP": 0, + "n_pred": 373, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3627, + "IoU": 0.0, + "TN": 143829, + "TP": 0, + "n_pred": 3627, + "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": 170, + "FP": 0, + "IoU": 0.0, + "TN": 147286, + "TP": 0, + "n_pred": 0, + "n_ref": 170 + }, + "6": { + "Dice": 0.9999389611182323, + "FN": 2, + "FP": 0, + "IoU": 0.9998779296875, + "TN": 131072, + "TP": 16382, + "n_pred": 16382, + "n_ref": 16384 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.11857506361323156, + "FN": 6875, + "FP": 53, + "IoU": 0.06302407357316743, + "TN": 140062, + "TP": 466, + "n_pred": 519, + "n_ref": 7341 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 147437, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0116.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": 0.0, + "FN": 772, + "FP": 0, + "IoU": 0.0, + "TN": 64764, + "TP": 0, + "n_pred": 0, + "n_ref": 772 + }, + "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": 1686, + "FP": 0, + "IoU": 0.0, + "TN": 63850, + "TP": 0, + "n_pred": 0, + "n_ref": 1686 + }, + "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": 0.949685534591195, + "FN": 318, + "FP": 210, + "IoU": 0.9041916167664671, + "TN": 60025, + "TP": 4983, + "n_pred": 5193, + "n_ref": 5301 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8645916218113737, + "FN": 2868, + "FP": 25, + "IoU": 0.7614807486190123, + "TN": 20639, + "TP": 9236, + "n_pred": 9261, + "n_ref": 12104 + }, + "10": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 32753, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "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": 2339, + "IoU": 0.0, + "TN": 30429, + "TP": 0, + "n_pred": 2339, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/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": 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": 0.0, + "FN": 3464, + "FP": 0, + "IoU": 0.0, + "TN": 94840, + "TP": 0, + "n_pred": 0, + "n_ref": 3464 + }, + "6": { + "Dice": 0.9454314720812182, + "FN": 1033, + "FP": 1031, + "IoU": 0.8965102286401926, + "TN": 78360, + "TP": 17880, + "n_pred": 18911, + "n_ref": 18913 + }, + "7": { + "Dice": 0.42193885086898725, + "FN": 11695, + "FP": 46, + "IoU": 0.26737801073255957, + "TN": 82278, + "TP": 4285, + "n_pred": 4331, + "n_ref": 15980 + }, + "8": { + "Dice": 0.008350730688935281, + "FN": 1900, + "FP": 0, + "IoU": 0.0041928721174004195, + "TN": 96396, + "TP": 8, + "n_pred": 8, + "n_ref": 1908 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 163830, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "10": { + "Dice": 0.4983942945322601, + "FN": 1688, + "FP": 10339, + "IoU": 0.3319075658260193, + "TN": 145838, + "TP": 5975, + "n_pred": 16314, + "n_ref": 7663 + }, + "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": 0.28942422689219205, + "FN": 8178, + "FP": 140, + "IoU": 0.16919696364362766, + "TN": 153828, + "TP": 1694, + "n_pred": 1834, + "n_ref": 9872 + }, + "15": { + "Dice": 0.0, + "FN": 8729, + "FP": 56, + "IoU": 0.0, + "TN": 155055, + "TP": 0, + "n_pred": 56, + "n_ref": 8729 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4239, + "IoU": 0.0, + "TN": 159601, + "TP": 0, + "n_pred": 4239, + "n_ref": 0 + }, + "3": { + "Dice": 0.032796660703637445, + "FN": 12372, + "FP": 604, + "IoU": 0.016671718702637162, + "TN": 150644, + "TP": 220, + "n_pred": 824, + "n_ref": 12592 + }, + "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": 2173, + "IoU": 0.0, + "TN": 161667, + "TP": 0, + "n_pred": 2173, + "n_ref": 0 + }, + "7": { + "Dice": 0.38846153846153847, + "FN": 493, + "FP": 143, + "IoU": 0.24105011933174225, + "TN": 163002, + "TP": 202, + "n_pred": 345, + "n_ref": 695 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1849, + "IoU": 0.0, + "TN": 161991, + "TP": 0, + "n_pred": 1849, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 69, + "FP": 0, + "IoU": 0.0, + "TN": 163771, + "TP": 0, + "n_pred": 0, + "n_ref": 69 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/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": 0.0, + "FN": 1381, + "FP": 0, + "IoU": 0.0, + "TN": 113307, + "TP": 0, + "n_pred": 0, + "n_ref": 1381 + }, + "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": 0.02207505518763797, + "FN": 2209, + "FP": 6, + "IoU": 0.011160714285714286, + "TN": 112448, + "TP": 25, + "n_pred": 31, + "n_ref": 2234 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 901, + "IoU": 0.0, + "TN": 113787, + "TP": 0, + "n_pred": 901, + "n_ref": 0 + }, + "4": { + "Dice": 0.006224066390041493, + "FN": 958, + "FP": 0, + "IoU": 0.003121748178980229, + "TN": 113727, + "TP": 3, + "n_pred": 3, + "n_ref": 961 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9524078519983054, + "FN": 104, + "FP": 907, + "IoU": 0.9091399299002426, + "TN": 103561, + "TP": 10116, + "n_pred": 11023, + "n_ref": 10220 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/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": 0.0, + "FN": 4206, + "FP": 0, + "IoU": 0.0, + "TN": 94098, + "TP": 0, + "n_pred": 0, + "n_ref": 4206 + }, + "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": 0.715429403202329, + "FN": 10, + "FP": 772, + "IoU": 0.5569405099150142, + "TN": 96539, + "TP": 983, + "n_pred": 1755, + "n_ref": 993 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3416, + "IoU": 0.0, + "TN": 94888, + "TP": 0, + "n_pred": 3416, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 1429, + "FP": 433, + "IoU": 0.0, + "TN": 96442, + "TP": 0, + "n_pred": 433, + "n_ref": 1429 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 147432, + "TP": 0, + "n_pred": 24, + "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": 0.0, + "FN": 35, + "FP": 0, + "IoU": 0.0, + "TN": 147421, + "TP": 0, + "n_pred": 0, + "n_ref": 35 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 138, + "IoU": 0.0, + "TN": 147318, + "TP": 0, + "n_pred": 138, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 147387, + "TP": 0, + "n_pred": 69, + "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": 11569, + "IoU": 0.0, + "TN": 135887, + "TP": 0, + "n_pred": 11569, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 128, + "IoU": 0.0, + "TN": 147328, + "TP": 0, + "n_pred": 128, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0193.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": 5190, + "IoU": 0.0, + "TN": 142266, + "TP": 0, + "n_pred": 5190, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1256, + "IoU": 0.0, + "TN": 146200, + "TP": 0, + "n_pred": 1256, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 147452, + "TP": 0, + "n_pred": 4, + "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": 0.8429829492224096, + "FN": 2919, + "FP": 433, + "IoU": 0.728582995951417, + "TN": 135106, + "TP": 8998, + "n_pred": 9431, + "n_ref": 11917 + }, + "7": { + "Dice": 0.004622399900056218, + "FN": 15097, + "FP": 838, + "IoU": 0.0023165539694465316, + "TN": 131484, + "TP": 37, + "n_pred": 875, + "n_ref": 15134 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 147439, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9767952336155534, + "FN": 517, + "FP": 75, + "IoU": 0.9546429665951578, + "TN": 85252, + "TP": 12460, + "n_pred": 12535, + "n_ref": 12977 + }, + "10": { + "Dice": 0.0, + "FN": 8, + "FP": 2937, + "IoU": 0.0, + "TN": 95359, + "TP": 0, + "n_pred": 2937, + "n_ref": 8 + }, + "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": 5826, + "FP": 0, + "IoU": 0.0, + "TN": 92478, + "TP": 0, + "n_pred": 0, + "n_ref": 5826 + }, + "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": 15, + "IoU": 0.0, + "TN": 98289, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 98303, + "TP": 0, + "n_pred": 1, + "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": 0.8006259780907669, + "FN": 938, + "FP": 973, + "IoU": 0.6675365344467641, + "TN": 92556, + "TP": 3837, + "n_pred": 4810, + "n_ref": 4775 + }, + "7": { + "Dice": 0.7023945267958951, + "FN": 517, + "FP": 5, + "IoU": 0.5413005272407733, + "TN": 97166, + "TP": 616, + "n_pred": 621, + "n_ref": 1133 + }, + "8": { + "Dice": 0.888261515601783, + "FN": 289, + "FP": 1967, + "IoU": 0.7989842288158246, + "TN": 87081, + "TP": 8967, + "n_pred": 10934, + "n_ref": 9256 + }, + "9": { + "Dice": 0.0, + "FN": 8072, + "FP": 272, + "IoU": 0.0, + "TN": 89960, + "TP": 0, + "n_pred": 272, + "n_ref": 8072 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/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": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 49144, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 49112, + "TP": 0, + "n_pred": 40, + "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": 165, + "IoU": 0.0, + "TN": 48987, + "TP": 0, + "n_pred": 165, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 49143, + "TP": 0, + "n_pred": 9, + "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": 634, + "FP": 0, + "IoU": 0.0, + "TN": 48518, + "TP": 0, + "n_pred": 0, + "n_ref": 634 + }, + "6": { + "Dice": 0.0, + "FN": 86, + "FP": 0, + "IoU": 0.0, + "TN": 49066, + "TP": 0, + "n_pred": 0, + "n_ref": 86 + }, + "7": { + "Dice": 0.3929471032745592, + "FN": 298, + "FP": 425, + "IoU": 0.2445141065830721, + "TN": 48195, + "TP": 234, + "n_pred": 659, + "n_ref": 532 + }, + "8": { + "Dice": 0.9709647919524462, + "FN": 244, + "FP": 10, + "IoU": 0.9435680959786714, + "TN": 44651, + "TP": 4247, + "n_pred": 4257, + "n_ref": 4491 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1185, + "IoU": 0.0, + "TN": 162655, + "TP": 0, + "n_pred": 1185, + "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": 0, + "FP": 2243, + "IoU": 0.0, + "TN": 161597, + "TP": 0, + "n_pred": 2243, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3511, + "IoU": 0.0, + "TN": 160329, + "TP": 0, + "n_pred": 3511, + "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": 2196, + "FP": 0, + "IoU": 0.0, + "TN": 161644, + "TP": 0, + "n_pred": 0, + "n_ref": 2196 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 510, + "IoU": 0.0, + "TN": 163330, + "TP": 0, + "n_pred": 510, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 551, + "IoU": 0.0, + "TN": 163289, + "TP": 0, + "n_pred": 551, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 386, + "IoU": 0.0, + "TN": 114302, + "TP": 0, + "n_pred": 386, + "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": 0.0, + "FN": 0, + "FP": 990, + "IoU": 0.0, + "TN": 113698, + "TP": 0, + "n_pred": 990, + "n_ref": 0 + }, + "3": { + "Dice": 0.8947070707070707, + "FN": 1282, + "FP": 21, + "IoU": 0.8094750694545986, + "TN": 107849, + "TP": 5536, + "n_pred": 5557, + "n_ref": 6818 + }, + "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": 0.8366641217945839, + "FN": 1160, + "FP": 2477, + "IoU": 0.7191939468807906, + "TN": 101736, + "TP": 9315, + "n_pred": 11792, + "n_ref": 10475 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 680, + "IoU": 0.0, + "TN": 114008, + "TP": 0, + "n_pred": 680, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0273.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": 5, + "IoU": 0.0, + "TN": 98299, + "TP": 0, + "n_pred": 5, + "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": 18, + "IoU": 0.0, + "TN": 98286, + "TP": 0, + "n_pred": 18, + "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": 2666, + "IoU": 0.0, + "TN": 95638, + "TP": 0, + "n_pred": 2666, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 115, + "IoU": 0.0, + "TN": 98189, + "TP": 0, + "n_pred": 115, + "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": 8622, + "IoU": 0.0, + "TN": 89682, + "TP": 0, + "n_pred": 8622, + "n_ref": 0 + }, + "7": { + "Dice": 0.2710526315789474, + "FN": 55, + "FP": 499, + "IoU": 0.1567732115677321, + "TN": 97647, + "TP": 103, + "n_pred": 602, + "n_ref": 158 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/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": 0.0, + "FN": 22, + "FP": 0, + "IoU": 0.0, + "TN": 32746, + "TP": 0, + "n_pred": 0, + "n_ref": 22 + }, + "7": { + "Dice": 0.11624129930394432, + "FN": 7618, + "FP": 0, + "IoU": 0.061707106786550066, + "TN": 24649, + "TP": 501, + "n_pred": 501, + "n_ref": 8119 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0341.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": 164, + "FP": 3263, + "IoU": 0.0, + "TN": 94877, + "TP": 0, + "n_pred": 3263, + "n_ref": 164 + }, + "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": 420, + "FP": 0, + "IoU": 0.0, + "TN": 97884, + "TP": 0, + "n_pred": 0, + "n_ref": 420 + }, + "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": 0.5147331547496394, + "FN": 4127, + "FP": 583, + "IoU": 0.3465593784683685, + "TN": 91096, + "TP": 2498, + "n_pred": 3081, + "n_ref": 6625 + }, + "7": { + "Dice": 0.0, + "FN": 10, + "FP": 24, + "IoU": 0.0, + "TN": 98270, + "TP": 0, + "n_pred": 24, + "n_ref": 10 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.06303724928366762, + "FN": 112, + "FP": 215, + "IoU": 0.03254437869822485, + "TN": 97966, + "TP": 11, + "n_pred": 226, + "n_ref": 123 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2206375118137297, + "FN": 18142, + "FP": 0, + "IoU": 0.12399806856591018, + "TN": 143130, + "TP": 2568, + "n_pred": 2568, + "n_ref": 20710 + }, + "10": { + "Dice": 0.0, + "FN": 228, + "FP": 0, + "IoU": 0.0, + "TN": 163612, + "TP": 0, + "n_pred": 0, + "n_ref": 228 + }, + "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": 0.23230974632843793, + "FN": 4600, + "FP": 0, + "IoU": 0.13141993957703926, + "TN": 158544, + "TP": 696, + "n_pred": 696, + "n_ref": 5296 + }, + "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": 21, + "IoU": 0.0, + "TN": 163819, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 2840, + "FP": 0, + "IoU": 0.0, + "TN": 161000, + "TP": 0, + "n_pred": 0, + "n_ref": 2840 + }, + "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": 0.6148555974113783, + "FN": 431, + "FP": 19506, + "IoU": 0.4438927784441159, + "TN": 127989, + "TP": 15914, + "n_pred": 35420, + "n_ref": 16345 + }, + "7": { + "Dice": 0.005627857896588111, + "FN": 2424, + "FP": 403, + "IoU": 0.0028218694885361554, + "TN": 161005, + "TP": 8, + "n_pred": 411, + "n_ref": 2432 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5575814243415926, + "FN": 2684, + "FP": 155, + "IoU": 0.3865600691443388, + "TN": 175596, + "TP": 1789, + "n_pred": 1944, + "n_ref": 4473 + }, + "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": 0, + "FP": 42, + "IoU": 0.0, + "TN": 180182, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 180217, + "TP": 0, + "n_pred": 7, + "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": 35, + "IoU": 0.0, + "TN": 180189, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "7": { + "Dice": 0.9184829991281604, + "FN": 1046, + "FP": 76, + "IoU": 0.8492543329302701, + "TN": 172781, + "TP": 6321, + "n_pred": 6397, + "n_ref": 7367 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7620421113354485, + "FN": 1540, + "FP": 110, + "IoU": 0.6155638397017708, + "TN": 94012, + "TP": 2642, + "n_pred": 2752, + "n_ref": 4182 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 98280, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 432, + "FP": 0, + "IoU": 0.0, + "TN": 97872, + "TP": 0, + "n_pred": 0, + "n_ref": 432 + }, + "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": 153, + "IoU": 0.0, + "TN": 98151, + "TP": 0, + "n_pred": 153, + "n_ref": 0 + }, + "14": { + "Dice": 0.5694107261090267, + "FN": 3902, + "FP": 0, + "IoU": 0.3980253008330762, + "TN": 91822, + "TP": 2580, + "n_pred": 2580, + "n_ref": 6482 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.019755170958210215, + "FN": 4983, + "FP": 6628, + "IoU": 0.00997612551159618, + "TN": 86576, + "TP": 117, + "n_pred": 6745, + "n_ref": 5100 + }, + "3": { + "Dice": 0.011052882324916627, + "FN": 10373, + "FP": 6, + "IoU": 0.0055571524384401645, + "TN": 87867, + "TP": 58, + "n_pred": 64, + "n_ref": 10431 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 108, + "IoU": 0.0, + "TN": 98196, + "TP": 0, + "n_pred": 108, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5688073394495413, + "FN": 63, + "FP": 1159, + "IoU": 0.3974358974358974, + "TN": 96276, + "TP": 806, + "n_pred": 1965, + "n_ref": 869 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3154, + "IoU": 0.0, + "TN": 95150, + "TP": 0, + "n_pred": 3154, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6328, + "IoU": 0.0, + "TN": 157512, + "TP": 0, + "n_pred": 6328, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3628, + "IoU": 0.0, + "TN": 160212, + "TP": 0, + "n_pred": 3628, + "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": 9, + "IoU": 0.0, + "TN": 163831, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.032587228439763, + "FN": 5688, + "FP": 190, + "IoU": 0.016563493391333443, + "TN": 157863, + "TP": 99, + "n_pred": 289, + "n_ref": 5787 + }, + "3": { + "Dice": 0.5151002657646775, + "FN": 771, + "FP": 1236, + "IoU": 0.34689228766677516, + "TN": 160767, + "TP": 1066, + "n_pred": 2302, + "n_ref": 1837 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 163833, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7089867206533301, + "FN": 7714, + "FP": 767, + "IoU": 0.5491707420795237, + "TN": 145028, + "TP": 10331, + "n_pred": 11098, + "n_ref": 18045 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5096, + "IoU": 0.0, + "TN": 158744, + "TP": 0, + "n_pred": 5096, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.10408341796464832, + "FN": 644.8622222222222, + "FP": 587.0733333333334, + "IoU": 0.08455439820445933, + "TN": 107362.80888888889, + "TP": 631.9222222222221, + "n_pred": 1218.9955555555555, + "n_ref": 1276.7844444444445 + }, + "mean": { + "1": { + "Dice": 0.13683874158156195, + "FN": 239.36666666666667, + "FP": 689.6, + "IoU": 0.11692346920232477, + "TN": 108009.43333333333, + "TP": 288.26666666666665, + "n_pred": 977.8666666666667, + "n_ref": 527.6333333333333 + }, + "10": { + "Dice": 0.05988238262489974, + "FN": 706.3666666666667, + "FP": 1143.7666666666667, + "IoU": 0.04079489958184936, + "TN": 107144.86666666667, + "TP": 231.66666666666666, + "n_pred": 1375.4333333333334, + "n_ref": 938.0333333333333 + }, + "11": { + "Dice": 0.0, + "FN": 181.33333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 109045.33333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 181.33333333333334 + }, + "12": { + "Dice": 0.0, + "FN": 117.8, + "FP": 0.06666666666666667, + "IoU": 0.0, + "TN": 109108.8, + "TP": 0.0, + "n_pred": 0.06666666666666667, + "n_ref": 117.8 + }, + "13": { + "Dice": 0.0005978423326720835, + "FN": 840.8, + "FP": 2.2333333333333334, + "IoU": 0.000299547954904417, + "TN": 108383.26666666666, + "TP": 0.36666666666666664, + "n_pred": 2.6, + "n_ref": 841.1666666666666 + }, + "14": { + "Dice": 0.12479124061044963, + "FN": 272.06666666666666, + "FP": 276.6666666666667, + "IoU": 0.09926744686659945, + "TN": 108251.76666666666, + "TP": 426.1666666666667, + "n_pred": 702.8333333333334, + "n_ref": 698.2333333333333 + }, + "15": { + "Dice": 0.0, + "FN": 802.9, + "FP": 8.533333333333333, + "IoU": 0.0, + "TN": 108415.23333333334, + "TP": 0.0, + "n_pred": 8.533333333333333, + "n_ref": 802.9 + }, + "2": { + "Dice": 0.058948826058494684, + "FN": 748.6666666666666, + "FP": 1112.1333333333334, + "IoU": 0.04620460867440524, + "TN": 106970.96666666666, + "TP": 394.9, + "n_pred": 1507.0333333333333, + "n_ref": 1143.5666666666666 + }, + "3": { + "Dice": 0.0964515794172514, + "FN": 699.2333333333333, + "FP": 710.4333333333333, + "IoU": 0.07099312788285037, + "TN": 107558.7, + "TP": 258.3, + "n_pred": 968.7333333333333, + "n_ref": 957.5333333333333 + }, + "4": { + "Dice": 0.19365509424058774, + "FN": 275.4, + "FP": 1.5, + "IoU": 0.15967747251567266, + "TN": 108614.73333333334, + "TP": 335.03333333333336, + "n_pred": 336.53333333333336, + "n_ref": 610.4333333333333 + }, + "5": { + "Dice": 0.0, + "FN": 75.63333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 109151.03333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 75.63333333333334 + }, + "6": { + "Dice": 0.4883551795815313, + "FN": 1416.5, + "FP": 3491.1666666666665, + "IoU": 0.41849944940903266, + "TN": 97952.23333333334, + "TP": 6366.766666666666, + "n_pred": 9857.933333333332, + "n_ref": 7783.266666666666 + }, + "7": { + "Dice": 0.11974768937471367, + "FN": 2753.4, + "FP": 893.9666666666667, + "IoU": 0.08845467824598055, + "TN": 104747.16666666667, + "TP": 832.1333333333333, + "n_pred": 1726.1, + "n_ref": 3585.5333333333333 + }, + "8": { + "Dice": 0.24360871589745026, + "FN": 85.56666666666666, + "FP": 147.46666666666667, + "IoU": 0.20530503841312528, + "TN": 108678.8, + "TP": 314.8333333333333, + "n_pred": 462.3, + "n_ref": 400.4 + }, + "9": { + "Dice": 0.03837397775011221, + "FN": 457.9, + "FP": 328.56666666666666, + "IoU": 0.021896234320145022, + "TN": 108409.8, + "TP": 30.4, + "n_pred": 358.96666666666664, + "n_ref": 488.3 + } + }, + "metric_per_case": [ + { + "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": 696, + "IoU": 0.0, + "TN": 113992, + "TP": 0, + "n_pred": 696, + "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": 0.0, + "FN": 0, + "FP": 6800, + "IoU": 0.0, + "TN": 107888, + "TP": 0, + "n_pred": 6800, + "n_ref": 0 + }, + "3": { + "Dice": 0.47526032315978456, + "FN": 7284, + "FP": 23, + "IoU": 0.3116993217784476, + "TN": 104072, + "TP": 3309, + "n_pred": 3332, + "n_ref": 10593 + }, + "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": 0.0, + "FN": 0, + "FP": 194, + "IoU": 0.0, + "TN": 114494, + "TP": 0, + "n_pred": 194, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0011.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": 8, + "FP": 0, + "IoU": 0.0, + "TN": 65528, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9992670412900073, + "FN": 0, + "FP": 24, + "IoU": 0.99853515625, + "TN": 49152, + "TP": 16360, + "n_pred": 16384, + "n_ref": 16360 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0014.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": 0.0, + "FN": 2983, + "FP": 0, + "IoU": 0.0, + "TN": 62553, + "TP": 0, + "n_pred": 0, + "n_ref": 2983 + }, + "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": 0.36036755892928485, + "FN": 7953, + "FP": 52, + "IoU": 0.21978557504873295, + "TN": 55276, + "TP": 2255, + "n_pred": 2307, + "n_ref": 10208 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1080, + "IoU": 0.0, + "TN": 64456, + "TP": 0, + "n_pred": 1080, + "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": 0.9565487869072116, + "FN": 638, + "FP": 1178, + "IoU": 0.9167163494611328, + "TN": 43731, + "TP": 19989, + "n_pred": 21167, + "n_ref": 20627 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 315, + "IoU": 0.0, + "TN": 65221, + "TP": 0, + "n_pred": 315, + "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": 1940, + "FP": 0, + "IoU": 0.0, + "TN": 63596, + "TP": 0, + "n_pred": 0, + "n_ref": 1940 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/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": 0.6217174274759459, + "FN": 2394, + "FP": 2835, + "IoU": 0.4510812513121982, + "TN": 39626, + "TP": 4297, + "n_pred": 7132, + "n_ref": 6691 + }, + "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": 0.697074551745832, + "FN": 2867, + "FP": 22, + "IoU": 0.5350072428778367, + "TN": 42939, + "TP": 3324, + "n_pred": 3346, + "n_ref": 6191 + }, + "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": 2972, + "IoU": 0.0, + "TN": 46180, + "TP": 0, + "n_pred": 2972, + "n_ref": 0 + }, + "8": { + "Dice": 0.8437520983012153, + "FN": 2108, + "FP": 219, + "IoU": 0.729732868757259, + "TN": 40542, + "TP": 6283, + "n_pred": 6502, + "n_ref": 8391 + }, + "9": { + "Dice": 0.0, + "FN": 24, + "FP": 1360, + "IoU": 0.0, + "TN": 47768, + "TP": 0, + "n_pred": 1360, + "n_ref": 24 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5250, + "IoU": 0.0, + "TN": 240510, + "TP": 0, + "n_pred": 5250, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 4986, + "FP": 4549, + "IoU": 0.0, + "TN": 236225, + "TP": 0, + "n_pred": 4549, + "n_ref": 4986 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 245693, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 615, + "IoU": 0.0, + "TN": 245145, + "TP": 0, + "n_pred": 615, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 236, + "IoU": 0.0, + "TN": 245524, + "TP": 0, + "n_pred": 236, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 78, + "IoU": 0.0, + "TN": 245682, + "TP": 0, + "n_pred": 78, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7231, + "IoU": 0.0, + "TN": 238529, + "TP": 0, + "n_pred": 7231, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 978, + "FP": 0, + "IoU": 0.0, + "TN": 244782, + "TP": 0, + "n_pred": 0, + "n_ref": 978 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8072469745591356, + "FN": 18931, + "FP": 230, + "IoU": 0.6767930638958235, + "TN": 186476, + "TP": 40123, + "n_pred": 40353, + "n_ref": 59054 + }, + "7": { + "Dice": 0.019026890402302887, + "FN": 27876, + "FP": 68, + "IoU": 0.00960482013113592, + "TN": 217545, + "TP": 271, + "n_pred": 339, + "n_ref": 28147 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 245752, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1942, + "IoU": 0.0, + "TN": 243818, + "TP": 0, + "n_pred": 1942, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 147410, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1111, + "IoU": 0.0, + "TN": 146345, + "TP": 0, + "n_pred": 1111, + "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": 197, + "IoU": 0.0, + "TN": 147259, + "TP": 0, + "n_pred": 197, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2634, + "IoU": 0.0, + "TN": 144822, + "TP": 0, + "n_pred": 2634, + "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": 0.697879631612765, + "FN": 12, + "FP": 14094, + "IoU": 0.5359563129153234, + "TN": 117058, + "TP": 16292, + "n_pred": 30386, + "n_ref": 16304 + }, + "7": { + "Dice": 0.0831615120274914, + "FN": 5279, + "FP": 57, + "IoU": 0.043384725708139116, + "TN": 141878, + "TP": 242, + "n_pred": 299, + "n_ref": 5521 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 680, + "IoU": 0.0, + "TN": 146776, + "TP": 0, + "n_pred": 680, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6255, + "IoU": 0.0, + "TN": 59281, + "TP": 0, + "n_pred": 6255, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 65511, + "TP": 0, + "n_pred": 25, + "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": 1023, + "FP": 22, + "IoU": 0.0, + "TN": 64491, + "TP": 0, + "n_pred": 22, + "n_ref": 1023 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 300, + "FP": 168, + "IoU": 0.0, + "TN": 65068, + "TP": 0, + "n_pred": 168, + "n_ref": 300 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 219, + "IoU": 0.0, + "TN": 65317, + "TP": 0, + "n_pred": 219, + "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": 0.3051087726950548, + "FN": 6213, + "FP": 6532, + "IoU": 0.18001672778742842, + "TN": 49993, + "TP": 2798, + "n_pred": 9330, + "n_ref": 9011 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.09658857377722976, + "FN": 4396, + "FP": 0, + "IoU": 0.05074497948607212, + "TN": 208361, + "TP": 235, + "n_pred": 235, + "n_ref": 4631 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2225, + "IoU": 0.0, + "TN": 210767, + "TP": 0, + "n_pred": 2225, + "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": 0.0, + "FN": 666, + "FP": 767, + "IoU": 0.0, + "TN": 211559, + "TP": 0, + "n_pred": 767, + "n_ref": 666 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6557, + "IoU": 0.0, + "TN": 206435, + "TP": 0, + "n_pred": 6557, + "n_ref": 0 + }, + "3": { + "Dice": 0.03604240282685512, + "FN": 123, + "FP": 2605, + "IoU": 0.01835192515293271, + "TN": 210213, + "TP": 51, + "n_pred": 2656, + "n_ref": 174 + }, + "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": 0.008027765202957598, + "FN": 2, + "FP": 32867, + "IoU": 0.004030058784316102, + "TN": 179990, + "TP": 133, + "n_pred": 33000, + "n_ref": 135 + }, + "7": { + "Dice": 0.0, + "FN": 7811, + "FP": 4363, + "IoU": 0.0, + "TN": 200818, + "TP": 0, + "n_pred": 4363, + "n_ref": 7811 + }, + "8": { + "Dice": 0.3693181818181818, + "FN": 108, + "FP": 336, + "IoU": 0.2264808362369338, + "TN": 212418, + "TP": 130, + "n_pred": 466, + "n_ref": 238 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 459, + "IoU": 0.0, + "TN": 212533, + "TP": 0, + "n_pred": 459, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0052.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": 7, + "IoU": 0.0, + "TN": 65529, + "TP": 0, + "n_pred": 7, + "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": 0.845343387716269, + "FN": 4389, + "FP": 0, + "IoU": 0.73211669921875, + "TN": 49152, + "TP": 11995, + "n_pred": 11995, + "n_ref": 16384 + }, + "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": 0.8521662021788701, + "FN": 2312, + "FP": 22, + "IoU": 0.7424125372475444, + "TN": 56475, + "TP": 6727, + "n_pred": 6749, + "n_ref": 9039 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.42290748898678415, + "FN": 113, + "FP": 18, + "IoU": 0.2681564245810056, + "TN": 65357, + "TP": 48, + "n_pred": 66, + "n_ref": 161 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1956, + "IoU": 0.0, + "TN": 63580, + "TP": 0, + "n_pred": 1956, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/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": 0.847394042249118, + "FN": 3170, + "FP": 247, + "IoU": 0.7351983880967142, + "TN": 69016, + "TP": 9487, + "n_pred": 9734, + "n_ref": 12657 + }, + "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": 1, + "IoU": 0.0, + "TN": 81919, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7319148936170212, + "FN": 0, + "FP": 63, + "IoU": 0.5771812080536913, + "TN": 81771, + "TP": 86, + "n_pred": 149, + "n_ref": 86 + }, + "7": { + "Dice": 0.03227494766224703, + "FN": 6897, + "FP": 4197, + "IoU": 0.016402163312350386, + "TN": 70641, + "TP": 185, + "n_pred": 4382, + "n_ref": 7082 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.44847385917195526, + "FN": 3017, + "FP": 2458, + "IoU": 0.28905336969224776, + "TN": 139755, + "TP": 2226, + "n_pred": 4684, + "n_ref": 5243 + }, + "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": 0.004184896328704584, + "FN": 5235, + "FP": 0, + "IoU": 0.0020968356843309188, + "TN": 142210, + "TP": 11, + "n_pred": 11, + "n_ref": 5246 + }, + "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": 16, + "IoU": 0.0, + "TN": 147440, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 1136, + "FP": 0, + "IoU": 0.0, + "TN": 146320, + "TP": 0, + "n_pred": 0, + "n_ref": 1136 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2677, + "IoU": 0.0, + "TN": 144779, + "TP": 0, + "n_pred": 2677, + "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": 0.7886703845024948, + "FN": 1715, + "FP": 1165, + "IoU": 0.6510782650835958, + "TN": 139202, + "TP": 5374, + "n_pred": 6539, + "n_ref": 7089 + }, + "7": { + "Dice": 0.6747519294377067, + "FN": 1222, + "FP": 2023, + "IoU": 0.5091514143094842, + "TN": 140845, + "TP": 3366, + "n_pred": 5389, + "n_ref": 4588 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 548, + "IoU": 0.0, + "TN": 146908, + "TP": 0, + "n_pred": 548, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0147.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": 2286, + "IoU": 0.0, + "TN": 145170, + "TP": 0, + "n_pred": 2286, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3534, + "FP": 0, + "IoU": 0.0, + "TN": 143922, + "TP": 0, + "n_pred": 0, + "n_ref": 3534 + }, + "13": { + "Dice": 0.0, + "FN": 16, + "FP": 0, + "IoU": 0.0, + "TN": 147440, + "TP": 0, + "n_pred": 0, + "n_ref": 16 + }, + "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": 541, + "IoU": 0.0, + "TN": 146915, + "TP": 0, + "n_pred": 541, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 571, + "FP": 46, + "IoU": 0.0, + "TN": 146839, + "TP": 0, + "n_pred": 46, + "n_ref": 571 + }, + "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": 2294, + "IoU": 0.0, + "TN": 145162, + "TP": 0, + "n_pred": 2294, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1822, + "IoU": 0.0, + "TN": 145634, + "TP": 0, + "n_pred": 1822, + "n_ref": 0 + }, + "8": { + "Dice": 0.9265116279069767, + "FN": 268, + "FP": 48, + "IoU": 0.8630849220103987, + "TN": 145148, + "TP": 1992, + "n_pred": 2040, + "n_ref": 2260 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0153.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": 24, + "FP": 0, + "IoU": 0.0, + "TN": 114664, + "TP": 0, + "n_pred": 0, + "n_ref": 24 + }, + "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": 746, + "FP": 0, + "IoU": 0.0, + "TN": 113942, + "TP": 0, + "n_pred": 0, + "n_ref": 746 + }, + "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": 529, + "IoU": 0.0, + "TN": 114159, + "TP": 0, + "n_pred": 529, + "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": 78, + "FP": 0, + "IoU": 0.0, + "TN": 114610, + "TP": 0, + "n_pred": 0, + "n_ref": 78 + }, + "7": { + "Dice": 0.1248515243500066, + "FN": 6189, + "FP": 442, + "IoU": 0.06658220720720721, + "TN": 107584, + "TP": 473, + "n_pred": 915, + "n_ref": 6662 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0161.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": 216, + "FP": 71, + "IoU": 0.0, + "TN": 130785, + "TP": 0, + "n_pred": 71, + "n_ref": 216 + }, + "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": 3045, + "FP": 0, + "IoU": 0.0, + "TN": 128027, + "TP": 0, + "n_pred": 0, + "n_ref": 3045 + }, + "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": 34, + "IoU": 0.0, + "TN": 131038, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 130993, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 71, + "FP": 0, + "IoU": 0.0, + "TN": 131001, + "TP": 0, + "n_pred": 0, + "n_ref": 71 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6592901878914404, + "FN": 2219, + "FP": 2677, + "IoU": 0.49174711927748366, + "TN": 121439, + "TP": 4737, + "n_pred": 7414, + "n_ref": 6956 + }, + "7": { + "Dice": 0.0, + "FN": 10676, + "FP": 346, + "IoU": 0.0, + "TN": 120050, + "TP": 0, + "n_pred": 346, + "n_ref": 10676 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 354, + "FP": 0, + "IoU": 0.0, + "TN": 130718, + "TP": 0, + "n_pred": 0, + "n_ref": 354 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0179.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": 0.2777777777777778, + "FN": 0, + "FP": 4108, + "IoU": 0.16129032258064516, + "TN": 126174, + "TP": 790, + "n_pred": 4898, + "n_ref": 790 + }, + "15": { + "Dice": 0.0, + "FN": 8532, + "FP": 0, + "IoU": 0.0, + "TN": 122540, + "TP": 0, + "n_pred": 0, + "n_ref": 8532 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 131054, + "TP": 0, + "n_pred": 18, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2757, + "IoU": 0.0, + "TN": 177467, + "TP": 0, + "n_pred": 2757, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 312, + "IoU": 0.0, + "TN": 179912, + "TP": 0, + "n_pred": 312, + "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": 2042, + "FP": 0, + "IoU": 0.0, + "TN": 178182, + "TP": 0, + "n_pred": 0, + "n_ref": 2042 + }, + "15": { + "Dice": 0.0, + "FN": 3681, + "FP": 0, + "IoU": 0.0, + "TN": 176543, + "TP": 0, + "n_pred": 0, + "n_ref": 3681 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 147, + "IoU": 0.0, + "TN": 180077, + "TP": 0, + "n_pred": 147, + "n_ref": 0 + }, + "3": { + "Dice": 0.7463175122749591, + "FN": 404, + "FP": 61, + "IoU": 0.5953002610966057, + "TN": 179075, + "TP": 684, + "n_pred": 745, + "n_ref": 1088 + }, + "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": 0.8968216933685902, + "FN": 3797, + "FP": 183, + "IoU": 0.8129435540724727, + "TN": 158947, + "TP": 17297, + "n_pred": 17480, + "n_ref": 21094 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 537, + "IoU": 0.0, + "TN": 179687, + "TP": 0, + "n_pred": 537, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9843286742905548, + "FN": 210, + "FP": 12, + "IoU": 0.969140950792327, + "TN": 123878, + "TP": 6972, + "n_pred": 6984, + "n_ref": 7182 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1335, + "IoU": 0.0, + "TN": 129737, + "TP": 0, + "n_pred": 1335, + "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": 7, + "IoU": 0.0, + "TN": 131065, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1233, + "IoU": 0.0, + "TN": 129839, + "TP": 0, + "n_pred": 1233, + "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": 0.8004703115814227, + "FN": 30, + "FP": 3364, + "IoU": 0.6673201333071946, + "TN": 120870, + "TP": 6808, + "n_pred": 10172, + "n_ref": 6838 + }, + "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": 4, + "IoU": 0.0, + "TN": 131068, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 131007, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0197.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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0199.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": 3259, + "IoU": 0.0, + "TN": 62277, + "TP": 0, + "n_pred": 3259, + "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": 9350, + "FP": 0, + "IoU": 0.0, + "TN": 56186, + "TP": 0, + "n_pred": 0, + "n_ref": 9350 + }, + "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": 4906, + "IoU": 0.0, + "TN": 60630, + "TP": 0, + "n_pred": 4906, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 65526, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1923, + "FP": 0, + "IoU": 0.0, + "TN": 63613, + "TP": 0, + "n_pred": 0, + "n_ref": 1923 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8763886083619471, + "FN": 886, + "FP": 338, + "IoU": 0.7799748337228114, + "TN": 59973, + "TP": 4339, + "n_pred": 4677, + "n_ref": 5225 + }, + "7": { + "Dice": 0.03915426781519186, + "FN": 11, + "FP": 1216, + "IoU": 0.019968051118210862, + "TN": 64284, + "TP": 25, + "n_pred": 1241, + "n_ref": 36 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 65525, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "9": { + "Dice": 0.24362758250603703, + "FN": 1717, + "FP": 1102, + "IoU": 0.13871066300030552, + "TN": 62263, + "TP": 454, + "n_pred": 1556, + "n_ref": 2171 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0212.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": 13, + "IoU": 0.0, + "TN": 65523, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 65519, + "TP": 0, + "n_pred": 17, + "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": 1421, + "FP": 11456, + "IoU": 0.0, + "TN": 52659, + "TP": 0, + "n_pred": 11456, + "n_ref": 1421 + }, + "7": { + "Dice": 0.0, + "FN": 183, + "FP": 521, + "IoU": 0.0, + "TN": 64832, + "TP": 0, + "n_pred": 521, + "n_ref": 183 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5461100569259962, + "FN": 2373, + "FP": 19, + "IoU": 0.37561994257374054, + "TN": 78089, + "TP": 1439, + "n_pred": 1458, + "n_ref": 3812 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1288, + "IoU": 0.0, + "TN": 80632, + "TP": 0, + "n_pred": 1288, + "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": 982, + "IoU": 0.0, + "TN": 80938, + "TP": 0, + "n_pred": 982, + "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": 0.0, + "FN": 0, + "FP": 3199, + "IoU": 0.0, + "TN": 78721, + "TP": 0, + "n_pred": 3199, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3741, + "IoU": 0.0, + "TN": 94563, + "TP": 0, + "n_pred": 3741, + "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": 1, + "IoU": 0.0, + "TN": 98303, + "TP": 0, + "n_pred": 1, + "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": 0.8719760804566459, + "FN": 2893, + "FP": 875, + "IoU": 0.7730120481927711, + "TN": 81704, + "TP": 12832, + "n_pred": 13707, + "n_ref": 15725 + }, + "7": { + "Dice": 0.0, + "FN": 1857, + "FP": 323, + "IoU": 0.0, + "TN": 96124, + "TP": 0, + "n_pred": 323, + "n_ref": 1857 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 448, + "IoU": 0.0, + "TN": 97856, + "TP": 0, + "n_pred": 448, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 750, + "FP": 363, + "IoU": 0.0, + "TN": 97191, + "TP": 0, + "n_pred": 363, + "n_ref": 750 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 65499, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 65493, + "TP": 0, + "n_pred": 43, + "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": 72, + "FP": 0, + "IoU": 0.0, + "TN": 65464, + "TP": 0, + "n_pred": 0, + "n_ref": 72 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 581, + "IoU": 0.0, + "TN": 64955, + "TP": 0, + "n_pred": 581, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 65511, + "TP": 0, + "n_pred": 25, + "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": 4071, + "IoU": 0.0, + "TN": 61465, + "TP": 0, + "n_pred": 4071, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 65532, + "TP": 0, + "n_pred": 4, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/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": 0.0, + "FN": 0, + "FP": 6690, + "IoU": 0.0, + "TN": 75230, + "TP": 0, + "n_pred": 6690, + "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": 42, + "FP": 34, + "IoU": 0.0, + "TN": 81844, + "TP": 0, + "n_pred": 34, + "n_ref": 42 + }, + "15": { + "Dice": 0.0, + "FN": 11802, + "FP": 4, + "IoU": 0.0, + "TN": 70114, + "TP": 0, + "n_pred": 4, + "n_ref": 11802 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 901, + "IoU": 0.0, + "TN": 81019, + "TP": 0, + "n_pred": 901, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 81870, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 103, + "FP": 0, + "IoU": 0.0, + "TN": 81817, + "TP": 0, + "n_pred": 0, + "n_ref": 103 + }, + "5": { + "Dice": 0.0, + "FN": 2263, + "FP": 0, + "IoU": 0.0, + "TN": 79657, + "TP": 0, + "n_pred": 0, + "n_ref": 2263 + }, + "6": { + "Dice": 0.2732919254658385, + "FN": 120, + "FP": 699, + "IoU": 0.15827338129496402, + "TN": 80947, + "TP": 154, + "n_pred": 853, + "n_ref": 274 + }, + "7": { + "Dice": 0.0, + "FN": 3033, + "FP": 181, + "IoU": 0.0, + "TN": 78706, + "TP": 0, + "n_pred": 181, + "n_ref": 3033 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1096, + "IoU": 0.0, + "TN": 80824, + "TP": 0, + "n_pred": 1096, + "n_ref": 0 + }, + "9": { + "Dice": 0.0022187004754358162, + "FN": 6296, + "FP": 0, + "IoU": 0.0011105822624147231, + "TN": 75617, + "TP": 7, + "n_pred": 7, + "n_ref": 6303 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0321.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": 9825, + "FP": 0, + "IoU": 0.0, + "TN": 55711, + "TP": 0, + "n_pred": 0, + "n_ref": 9825 + }, + "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": 9906, + "IoU": 0.0, + "TN": 55630, + "TP": 0, + "n_pred": 9906, + "n_ref": 0 + }, + "7": { + "Dice": 0.7355837966640191, + "FN": 6529, + "FP": 129, + "IoU": 0.5817576480934732, + "TN": 49617, + "TP": 9261, + "n_pred": 9390, + "n_ref": 15790 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2232, + "IoU": 0.0, + "TN": 194376, + "TP": 0, + "n_pred": 2232, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3893, + "IoU": 0.0, + "TN": 192715, + "TP": 0, + "n_pred": 3893, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 196606, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 6832, + "FP": 0, + "IoU": 0.0, + "TN": 189776, + "TP": 0, + "n_pred": 0, + "n_ref": 6832 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2255, + "IoU": 0.0, + "TN": 194353, + "TP": 0, + "n_pred": 2255, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2549, + "IoU": 0.0, + "TN": 194059, + "TP": 0, + "n_pred": 2549, + "n_ref": 0 + }, + "3": { + "Dice": 0.01767223526163192, + "FN": 7099, + "FP": 16, + "IoU": 0.00891489065329433, + "TN": 189429, + "TP": 64, + "n_pred": 80, + "n_ref": 7163 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 196602, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "6": { + "Dice": 0.6494031126187948, + "FN": 2461, + "FP": 11078, + "IoU": 0.48082675051767776, + "TN": 170530, + "TP": 12539, + "n_pred": 23617, + "n_ref": 15000 + }, + "7": { + "Dice": 0.6861489191353083, + "FN": 5039, + "FP": 5153, + "IoU": 0.52224253503961, + "TN": 175275, + "TP": 11141, + "n_pred": 16294, + "n_ref": 16180 + }, + "8": { + "Dice": 0.7837226827430294, + "FN": 83, + "FP": 491, + "IoU": 0.644361833952912, + "TN": 194994, + "TP": 1040, + "n_pred": 1531, + "n_ref": 1123 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1166, + "IoU": 0.0, + "TN": 195442, + "TP": 0, + "n_pred": 1166, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 279, + "IoU": 0.0, + "TN": 81641, + "TP": 0, + "n_pred": 279, + "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": 2892, + "IoU": 0.0, + "TN": 79028, + "TP": 0, + "n_pred": 2892, + "n_ref": 0 + }, + "3": { + "Dice": 0.6537391148217973, + "FN": 3626, + "FP": 231, + "IoU": 0.4855961589757269, + "TN": 74422, + "TP": 3641, + "n_pred": 3872, + "n_ref": 7267 + }, + "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": 63, + "IoU": 0.0, + "TN": 81857, + "TP": 0, + "n_pred": 63, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0387.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": 0.9999389573922598, + "FN": 1, + "FP": 1, + "IoU": 0.9998779222364647, + "TN": 32769, + "TP": 16381, + "n_pred": 16382, + "n_ref": 16382 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0400.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": 499, + "IoU": 0.0, + "TN": 81421, + "TP": 0, + "n_pred": 499, + "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": 61, + "IoU": 0.0, + "TN": 81859, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 194, + "IoU": 0.0, + "TN": 81726, + "TP": 0, + "n_pred": 194, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.015037593984962405, + "FN": 202, + "FP": 60, + "IoU": 0.007575757575757576, + "TN": 147192, + "TP": 2, + "n_pred": 62, + "n_ref": 204 + }, + "10": { + "Dice": 0.06757398322519385, + "FN": 10554, + "FP": 1230, + "IoU": 0.034968471050692, + "TN": 135245, + "TP": 427, + "n_pred": 1657, + "n_ref": 10981 + }, + "11": { + "Dice": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 144999, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "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": 0.030163746049985635, + "FN": 76, + "FP": 6676, + "IoU": 0.015312819017062855, + "TN": 140599, + "TP": 105, + "n_pred": 6781, + "n_ref": 181 + }, + "3": { + "Dice": 0.0, + "FN": 1870, + "FP": 2546, + "IoU": 0.0, + "TN": 143040, + "TP": 0, + "n_pred": 2546, + "n_ref": 1870 + }, + "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": 0.9520820526094412, + "FN": 965, + "FP": 516, + "IoU": 0.9085463752006916, + "TN": 131262, + "TP": 14713, + "n_pred": 15229, + "n_ref": 15678 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 535, + "IoU": 0.0, + "TN": 146921, + "TP": 0, + "n_pred": 535, + "n_ref": 0 + }, + "9": { + "Dice": 0.253015427769986, + "FN": 2656, + "FP": 7, + "IoU": 0.14482980089916506, + "TN": 144342, + "TP": 451, + "n_pred": 458, + "n_ref": 3107 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.15547029474767246, + "FN": 412.5422222222223, + "FP": 295.6222222222222, + "IoU": 0.1253845078820976, + "TN": 112296.74666666666, + "TP": 590.8222222222222, + "n_pred": 886.4444444444446, + "n_ref": 1003.3644444444445 + }, + "mean": { + "1": { + "Dice": 0.27513721033453964, + "FN": 1263.4333333333334, + "FP": 188.76666666666668, + "IoU": 0.2122292390699758, + "TN": 111250.33333333333, + "TP": 893.2, + "n_pred": 1081.9666666666667, + "n_ref": 2156.633333333333 + }, + "10": { + "Dice": 0.10734491507271211, + "FN": 236.73333333333332, + "FP": 297.26666666666665, + "IoU": 0.08306309820022481, + "TN": 112882.43333333333, + "TP": 179.3, + "n_pred": 476.56666666666666, + "n_ref": 416.03333333333336 + }, + "11": { + "Dice": 0.0, + "FN": 127.3, + "FP": 0.0, + "IoU": 0.0, + "TN": 113468.43333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 127.3 + }, + "12": { + "Dice": 0.0, + "FN": 102.93333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 113492.8, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 102.93333333333334 + }, + "13": { + "Dice": 0.006920415224913495, + "FN": 175.16666666666666, + "FP": 96.96666666666667, + "IoU": 0.0035587188612099642, + "TN": 113323.33333333333, + "TP": 0.26666666666666666, + "n_pred": 97.23333333333333, + "n_ref": 175.43333333333334 + }, + "14": { + "Dice": 0.24465769314062513, + "FN": 775.8333333333334, + "FP": 15.533333333333333, + "IoU": 0.19649399622550323, + "TN": 112167.26666666666, + "TP": 637.1, + "n_pred": 652.6333333333333, + "n_ref": 1412.9333333333334 + }, + "15": { + "Dice": 0.10101010101010101, + "FN": 5.466666666666667, + "FP": 145.26666666666668, + "IoU": 0.07246376811594203, + "TN": 113437.0, + "TP": 8.0, + "n_pred": 153.26666666666668, + "n_ref": 13.466666666666667 + }, + "2": { + "Dice": 0.13903158693953602, + "FN": 103.0, + "FP": 514.3666666666667, + "IoU": 0.1244593652911485, + "TN": 112495.96666666666, + "TP": 482.4, + "n_pred": 996.7666666666667, + "n_ref": 585.4 + }, + "3": { + "Dice": 0.19581453733099968, + "FN": 447.3, + "FP": 98.66666666666667, + "IoU": 0.1568692720133518, + "TN": 112612.36666666667, + "TP": 437.4, + "n_pred": 536.0666666666667, + "n_ref": 884.7 + }, + "4": { + "Dice": 0.037464354906035335, + "FN": 219.23333333333332, + "FP": 148.73333333333332, + "IoU": 0.02011875587398335, + "TN": 113213.0, + "TP": 14.766666666666667, + "n_pred": 163.5, + "n_ref": 234.0 + }, + "5": { + "Dice": 0.0, + "FN": 0.9333333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 113594.8, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.9333333333333333 + }, + "6": { + "Dice": 0.4957147800059104, + "FN": 1127.9, + "FP": 1917.3, + "IoU": 0.42774625506471736, + "TN": 105538.76666666666, + "TP": 5011.766666666666, + "n_pred": 6929.066666666667, + "n_ref": 6139.666666666667 + }, + "7": { + "Dice": 0.13845941053643826, + "FN": 1010.3333333333334, + "FP": 706.8333333333334, + "IoU": 0.10380227490492568, + "TN": 111553.6, + "TP": 324.96666666666664, + "n_pred": 1031.8, + "n_ref": 1335.3 + }, + "8": { + "Dice": 0.4555590820469735, + "FN": 338.43333333333334, + "FP": 37.733333333333334, + "IoU": 0.3753117130722021, + "TN": 112528.73333333334, + "TP": 690.8333333333334, + "n_pred": 728.5666666666667, + "n_ref": 1029.2666666666667 + }, + "9": { + "Dice": 0.1349403346663025, + "FN": 254.13333333333333, + "FP": 266.9, + "IoU": 0.1046511615382794, + "TN": 112892.36666666667, + "TP": 182.33333333333334, + "n_pred": 449.23333333333335, + "n_ref": 436.46666666666664 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 81883, + "TP": 0, + "n_pred": 37, + "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": 154, + "FP": 0, + "IoU": 0.0, + "TN": 81766, + "TP": 0, + "n_pred": 0, + "n_ref": 154 + }, + "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": 205, + "IoU": 0.0, + "TN": 81715, + "TP": 0, + "n_pred": 205, + "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": 2320, + "IoU": 0.0, + "TN": 79600, + "TP": 0, + "n_pred": 2320, + "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": 36, + "IoU": 0.0, + "TN": 81884, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 799, + "IoU": 0.0, + "TN": 228577, + "TP": 0, + "n_pred": 799, + "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": 1579, + "FP": 180, + "IoU": 0.0, + "TN": 227617, + "TP": 0, + "n_pred": 180, + "n_ref": 1579 + }, + "14": { + "Dice": 0.02168021680216802, + "FN": 361, + "FP": 0, + "IoU": 0.010958904109589041, + "TN": 229011, + "TP": 4, + "n_pred": 4, + "n_ref": 365 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 285, + "IoU": 0.0, + "TN": 229091, + "TP": 0, + "n_pred": 285, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 167, + "IoU": 0.0, + "TN": 229209, + "TP": 0, + "n_pred": 167, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 28, + "FP": 0, + "IoU": 0.0, + "TN": 229348, + "TP": 0, + "n_pred": 0, + "n_ref": 28 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 692, + "IoU": 0.0, + "TN": 228684, + "TP": 0, + "n_pred": 692, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6779, + "IoU": 0.0, + "TN": 222597, + "TP": 0, + "n_pred": 6779, + "n_ref": 0 + }, + "8": { + "Dice": 0.5087557603686635, + "FN": 5330, + "FP": 0, + "IoU": 0.3411619283065513, + "TN": 221286, + "TP": 2760, + "n_pred": 2760, + "n_ref": 8090 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1099, + "IoU": 0.0, + "TN": 228277, + "TP": 0, + "n_pred": 1099, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.768417575156921, + "FN": 640, + "FP": 61, + "IoU": 0.6239270386266095, + "TN": 260280, + "TP": 1163, + "n_pred": 1224, + "n_ref": 1803 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 968, + "FP": 0, + "IoU": 0.0, + "TN": 261176, + "TP": 0, + "n_pred": 0, + "n_ref": 968 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6651408954369904, + "FN": 4682, + "FP": 0, + "IoU": 0.4982854693527647, + "TN": 252812, + "TP": 4650, + "n_pred": 4650, + "n_ref": 9332 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 90, + "IoU": 0.0, + "TN": 262054, + "TP": 0, + "n_pred": 90, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.959114139693356, + "FN": 96, + "FP": 48, + "IoU": 0.9214402618657938, + "TN": 260311, + "TP": 1689, + "n_pred": 1737, + "n_ref": 1785 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8766420361247947, + "FN": 1409, + "FP": 995, + "IoU": 0.7803763932029966, + "TN": 251198, + "TP": 8542, + "n_pred": 9537, + "n_ref": 9951 + }, + "7": { + "Dice": 0.11625643165067445, + "FN": 12710, + "FP": 0, + "IoU": 0.06171563561198878, + "TN": 248598, + "TP": 836, + "n_pred": 836, + "n_ref": 13546 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 636, + "IoU": 0.0, + "TN": 261508, + "TP": 0, + "n_pred": 636, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 985, + "IoU": 0.0, + "TN": 113703, + "TP": 0, + "n_pred": 985, + "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": 3580, + "IoU": 0.0, + "TN": 111108, + "TP": 0, + "n_pred": 3580, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 114673, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 591, + "IoU": 0.0, + "TN": 114097, + "TP": 0, + "n_pred": 591, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 301, + "IoU": 0.0, + "TN": 114387, + "TP": 0, + "n_pred": 301, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/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": 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": 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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1139, + "IoU": 0.0, + "TN": 113549, + "TP": 0, + "n_pred": 1139, + "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": 0.0, + "FN": 85, + "FP": 0, + "IoU": 0.0, + "TN": 114603, + "TP": 0, + "n_pred": 0, + "n_ref": 85 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 328, + "IoU": 0.0, + "TN": 114360, + "TP": 0, + "n_pred": 328, + "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": 1033, + "IoU": 0.0, + "TN": 113655, + "TP": 0, + "n_pred": 1033, + "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": 13, + "IoU": 0.0, + "TN": 114675, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8933774834437086, + "FN": 1640, + "FP": 614, + "IoU": 0.8073010173548774, + "TN": 102991, + "TP": 9443, + "n_pred": 10057, + "n_ref": 11083 + }, + "7": { + "Dice": 0.0031729243786356425, + "FN": 252, + "FP": 1633, + "IoU": 0.0015889830508474577, + "TN": 112800, + "TP": 3, + "n_pred": 1636, + "n_ref": 255 + }, + "8": { + "Dice": 0.47574964781646206, + "FN": 2590, + "FP": 15, + "IoU": 0.31212041193556905, + "TN": 110901, + "TP": 1182, + "n_pred": 1197, + "n_ref": 3772 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 172, + "IoU": 0.0, + "TN": 114516, + "TP": 0, + "n_pred": 172, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7685834502103787, + "FN": 156, + "FP": 9, + "IoU": 0.6241457858769932, + "TN": 163401, + "TP": 274, + "n_pred": 283, + "n_ref": 430 + }, + "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": 0.3503829997529034, + "FN": 2555, + "FP": 74, + "IoU": 0.21240263630916717, + "TN": 160502, + "TP": 709, + "n_pred": 783, + "n_ref": 3264 + }, + "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": 6294, + "IoU": 0.0, + "TN": 157546, + "TP": 0, + "n_pred": 6294, + "n_ref": 0 + }, + "3": { + "Dice": 0.6683928728166418, + "FN": 7182, + "FP": 374, + "IoU": 0.5019444993738053, + "TN": 148669, + "TP": 7615, + "n_pred": 7989, + "n_ref": 14797 + }, + "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": 120, + "IoU": 0.0, + "TN": 163720, + "TP": 0, + "n_pred": 120, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0058.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": 1126, + "FP": 0, + "IoU": 0.0, + "TN": 64410, + "TP": 0, + "n_pred": 0, + "n_ref": 1126 + }, + "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": 185, + "IoU": 0.0, + "TN": 65351, + "TP": 0, + "n_pred": 185, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 65525, + "TP": 0, + "n_pred": 11, + "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": 0.9934263070590403, + "FN": 214, + "FP": 0, + "IoU": 0.9869384765625, + "TN": 49152, + "TP": 16170, + "n_pred": 16170, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0064.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": 2915, + "FP": 0, + "IoU": 0.0, + "TN": 111773, + "TP": 0, + "n_pred": 0, + "n_ref": 2915 + }, + "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": 35, + "IoU": 0.0, + "TN": 114653, + "TP": 0, + "n_pred": 35, + "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": 0.15985576923076922, + "FN": 1142, + "FP": 256, + "IoU": 0.0868713259307642, + "TN": 113157, + "TP": 133, + "n_pred": 389, + "n_ref": 1275 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7948731757229791, + "FN": 3694, + "FP": 115, + "IoU": 0.6595763696487622, + "TN": 103499, + "TP": 7380, + "n_pred": 7495, + "n_ref": 11074 + }, + "7": { + "Dice": 0.546443736730361, + "FN": 186, + "FP": 3232, + "IoU": 0.3759357312397298, + "TN": 109211, + "TP": 2059, + "n_pred": 5291, + "n_ref": 2245 + }, + "8": { + "Dice": 0.4230171073094868, + "FN": 366, + "FP": 5, + "IoU": 0.2682445759368836, + "TN": 114181, + "TP": 136, + "n_pred": 141, + "n_ref": 502 + }, + "9": { + "Dice": 0.6982358402971216, + "FN": 519, + "FP": 1431, + "IoU": 0.536376604850214, + "TN": 110482, + "TP": 2256, + "n_pred": 3687, + "n_ref": 2775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1092, + "IoU": 0.0, + "TN": 146364, + "TP": 0, + "n_pred": 1092, + "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": 0.0, + "FN": 0, + "FP": 85, + "IoU": 0.0, + "TN": 147371, + "TP": 0, + "n_pred": 85, + "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": 1179, + "IoU": 0.0, + "TN": 146277, + "TP": 0, + "n_pred": 1179, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 147452, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2747, + "IoU": 0.0, + "TN": 144709, + "TP": 0, + "n_pred": 2747, + "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": 133, + "IoU": 0.0, + "TN": 147323, + "TP": 0, + "n_pred": 133, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4242, + "IoU": 0.0, + "TN": 143214, + "TP": 0, + "n_pred": 4242, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 3055, + "FP": 0, + "IoU": 0.0, + "TN": 209937, + "TP": 0, + "n_pred": 0, + "n_ref": 3055 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 225, + "IoU": 0.0, + "TN": 212767, + "TP": 0, + "n_pred": 225, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1129, + "IoU": 0.0, + "TN": 211863, + "TP": 0, + "n_pred": 1129, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 90, + "IoU": 0.0, + "TN": 212902, + "TP": 0, + "n_pred": 90, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 928, + "IoU": 0.0, + "TN": 212064, + "TP": 0, + "n_pred": 928, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6903230366862232, + "FN": 307, + "FP": 4074, + "IoU": 0.5270941278065631, + "TN": 203728, + "TP": 4883, + "n_pred": 8957, + "n_ref": 5190 + }, + "7": { + "Dice": 0.27481919789612097, + "FN": 7719, + "FP": 2, + "IoU": 0.15929878048780488, + "TN": 203808, + "TP": 1463, + "n_pred": 1465, + "n_ref": 9182 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/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": 0.9187002741191416, + "FN": 2432, + "FP": 0, + "IoU": 0.8496259197427812, + "TN": 32979, + "TP": 13741, + "n_pred": 13741, + "n_ref": 16173 + }, + "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": 0.8287889273356401, + "FN": 1109, + "FP": 128, + "IoU": 0.7076341290475066, + "TN": 44921, + "TP": 2994, + "n_pred": 3122, + "n_ref": 4103 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2839654607060881, + "FN": 6551, + "FP": 0, + "IoU": 0.16547770700636943, + "TN": 90454, + "TP": 1299, + "n_pred": 1299, + "n_ref": 7850 + }, + "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": 2, + "IoU": 0.0, + "TN": 98302, + "TP": 0, + "n_pred": 2, + "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": 1665, + "IoU": 0.0, + "TN": 96639, + "TP": 0, + "n_pred": 1665, + "n_ref": 0 + }, + "3": { + "Dice": 0.5826804996824052, + "FN": 1838, + "FP": 133, + "IoU": 0.4111144308335823, + "TN": 94957, + "TP": 1376, + "n_pred": 1509, + "n_ref": 3214 + }, + "4": { + "Dice": 0.10239471511147812, + "FN": 5435, + "FP": 0, + "IoU": 0.053959965187119235, + "TN": 92559, + "TP": 310, + "n_pred": 310, + "n_ref": 5745 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7451075138922445, + "FN": 1231, + "FP": 5099, + "IoU": 0.5937620331151329, + "TN": 82722, + "TP": 9252, + "n_pred": 14351, + "n_ref": 10483 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 438, + "IoU": 0.0, + "TN": 97866, + "TP": 0, + "n_pred": 438, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8689641421022897, + "FN": 3133, + "FP": 810, + "IoU": 0.7682905329964154, + "TN": 261511, + "TP": 13074, + "n_pred": 13884, + "n_ref": 16207 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 599, + "IoU": 0.0, + "TN": 277929, + "TP": 0, + "n_pred": 599, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 858, + "IoU": 0.0, + "TN": 277670, + "TP": 0, + "n_pred": 858, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 587, + "IoU": 0.0, + "TN": 277941, + "TP": 0, + "n_pred": 587, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1314, + "IoU": 0.0, + "TN": 277214, + "TP": 0, + "n_pred": 1314, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8866439630254986, + "FN": 858, + "FP": 3103, + "IoU": 0.7963705531564877, + "TN": 259076, + "TP": 15491, + "n_pred": 18594, + "n_ref": 16349 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 278489, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0124.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": 0.0, + "FN": 1688, + "FP": 0, + "IoU": 0.0, + "TN": 129384, + "TP": 0, + "n_pred": 0, + "n_ref": 1688 + }, + "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": 0.8586459286367795, + "FN": 617, + "FP": 1, + "IoU": 0.7523046092184369, + "TN": 128577, + "TP": 1877, + "n_pred": 1878, + "n_ref": 2494 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 179, + "IoU": 0.0, + "TN": 130893, + "TP": 0, + "n_pred": 179, + "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": 0.945664739884393, + "FN": 615, + "FP": 1594, + "IoU": 0.8969298245614035, + "TN": 109640, + "TP": 19223, + "n_pred": 20817, + "n_ref": 19838 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0134.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": 8, + "IoU": 0.0, + "TN": 49144, + "TP": 0, + "n_pred": 8, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3646034816247582, + "FN": 7867, + "FP": 17, + "IoU": 0.22294500295683028, + "TN": 71774, + "TP": 2262, + "n_pred": 2279, + "n_ref": 10129 + }, + "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": 0.6060606060606061, + "FN": 10, + "FP": 302, + "IoU": 0.43478260869565216, + "TN": 81368, + "TP": 240, + "n_pred": 542, + "n_ref": 250 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 81913, + "TP": 0, + "n_pred": 7, + "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": 10187, + "IoU": 0.0, + "TN": 71733, + "TP": 0, + "n_pred": 10187, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0142.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": 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": 618, + "IoU": 0.0, + "TN": 146838, + "TP": 0, + "n_pred": 618, + "n_ref": 0 + }, + "3": { + "Dice": 0.5312160104415924, + "FN": 4303, + "FP": 7, + "IoU": 0.36167061611374407, + "TN": 140704, + "TP": 2442, + "n_pred": 2449, + "n_ref": 6745 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 259, + "FP": 0, + "IoU": 0.0, + "TN": 147197, + "TP": 0, + "n_pred": 0, + "n_ref": 259 + }, + "10": { + "Dice": 0.7595405705816969, + "FN": 1230, + "FP": 2015, + "IoU": 0.6123058542413381, + "TN": 139086, + "TP": 5125, + "n_pred": 7140, + "n_ref": 6355 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 909, + "FP": 0, + "IoU": 0.0, + "TN": 146547, + "TP": 0, + "n_pred": 0, + "n_ref": 909 + }, + "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": 680, + "IoU": 0.0, + "TN": 146776, + "TP": 0, + "n_pred": 680, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 605, + "IoU": 0.0, + "TN": 146851, + "TP": 0, + "n_pred": 605, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/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": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 65503, + "TP": 0, + "n_pred": 33, + "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": 57, + "IoU": 0.0, + "TN": 65479, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3073, + "IoU": 0.0, + "TN": 62463, + "TP": 0, + "n_pred": 3073, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 476, + "IoU": 0.0, + "TN": 65060, + "TP": 0, + "n_pred": 476, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 178, + "IoU": 0.0, + "TN": 65358, + "TP": 0, + "n_pred": 178, + "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": 0.6830209056545553, + "FN": 2764, + "FP": 1345, + "IoU": 0.5186269915651359, + "TN": 57000, + "TP": 4427, + "n_pred": 5772, + "n_ref": 7191 + }, + "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": 5696, + "FP": 0, + "IoU": 0.0, + "TN": 59840, + "TP": 0, + "n_pred": 0, + "n_ref": 5696 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 81888, + "TP": 0, + "n_pred": 32, + "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": 0.0013571590137977834, + "FN": 13245, + "FP": 0, + "IoU": 0.000679040289723857, + "TN": 68666, + "TP": 9, + "n_pred": 9, + "n_ref": 13254 + }, + "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": 195, + "IoU": 0.0, + "TN": 81725, + "TP": 0, + "n_pred": 195, + "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": 124, + "IoU": 0.0, + "TN": 81796, + "TP": 0, + "n_pred": 124, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1348, + "IoU": 0.0, + "TN": 80572, + "TP": 0, + "n_pred": 1348, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 180206, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 256, + "IoU": 0.0, + "TN": 179968, + "TP": 0, + "n_pred": 256, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 939, + "FP": 0, + "IoU": 0.0, + "TN": 179285, + "TP": 0, + "n_pred": 0, + "n_ref": 939 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2223, + "IoU": 0.0, + "TN": 178001, + "TP": 0, + "n_pred": 2223, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 250, + "IoU": 0.0, + "TN": 179974, + "TP": 0, + "n_pred": 250, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9284467713787086, + "FN": 327, + "FP": 165, + "IoU": 0.8664495114006515, + "TN": 176540, + "TP": 3192, + "n_pred": 3357, + "n_ref": 3519 + }, + "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": 0.8934243663837654, + "FN": 5767, + "FP": 1554, + "IoU": 0.8073775883389902, + "TN": 142217, + "TP": 30686, + "n_pred": 32240, + "n_ref": 36453 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 186, + "IoU": 0.0, + "TN": 180038, + "TP": 0, + "n_pred": 186, + "n_ref": 0 + }, + "8": { + "Dice": 0.9645268567973395, + "FN": 300, + "FP": 404, + "IoU": 0.9314841849148419, + "TN": 169949, + "TP": 9571, + "n_pred": 9975, + "n_ref": 9871 + }, + "9": { + "Dice": 0.36213991769547327, + "FN": 300, + "FP": 475, + "IoU": 0.22110552763819097, + "TN": 179229, + "TP": 220, + "n_pred": 695, + "n_ref": 520 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3480873034498944, + "FN": 12632, + "FP": 1257, + "IoU": 0.21071773597772347, + "TN": 129859, + "TP": 3708, + "n_pred": 4965, + "n_ref": 16340 + }, + "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": 103, + "IoU": 0.0, + "TN": 147353, + "TP": 0, + "n_pred": 103, + "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": 0.0, + "FN": 0, + "FP": 76, + "IoU": 0.0, + "TN": 147380, + "TP": 0, + "n_pred": 76, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5884103120569858, + "FN": 9267, + "FP": 14250, + "IoU": 0.4168423140823766, + "TN": 107129, + "TP": 16810, + "n_pred": 31060, + "n_ref": 26077 + }, + "7": { + "Dice": 0.0, + "FN": 304, + "FP": 0, + "IoU": 0.0, + "TN": 147152, + "TP": 0, + "n_pred": 0, + "n_ref": 304 + }, + "8": { + "Dice": 0.9007714817770683, + "FN": 1447, + "FP": 45, + "IoU": 0.81945788964182, + "TN": 139192, + "TP": 6772, + "n_pred": 6817, + "n_ref": 8219 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1837, + "IoU": 0.0, + "TN": 145619, + "TP": 0, + "n_pred": 1837, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0294.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": 270, + "IoU": 0.0, + "TN": 81650, + "TP": 0, + "n_pred": 270, + "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": 199, + "IoU": 0.0, + "TN": 81721, + "TP": 0, + "n_pred": 199, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7244367417677643, + "FN": 3610, + "FP": 206, + "IoU": 0.5679347826086957, + "TN": 23936, + "TP": 5016, + "n_pred": 5222, + "n_ref": 8626 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1192, + "FP": 0, + "IoU": 0.0, + "TN": 31576, + "TP": 0, + "n_pred": 0, + "n_ref": 1192 + }, + "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": 481, + "FP": 0, + "IoU": 0.0, + "TN": 32287, + "TP": 0, + "n_pred": 0, + "n_ref": 481 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 32747, + "TP": 0, + "n_pred": 21, + "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": 0.21659404502541757, + "FN": 5902, + "FP": 2728, + "IoU": 0.12144965896365673, + "TN": 22945, + "TP": 1193, + "n_pred": 3921, + "n_ref": 7095 + }, + "7": { + "Dice": 0.7419898819561551, + "FN": 123, + "FP": 30, + "IoU": 0.5898123324396782, + "TN": 32395, + "TP": 220, + "n_pred": 250, + "n_ref": 343 + }, + "8": { + "Dice": 0.8272108843537415, + "FN": 120, + "FP": 7, + "IoU": 0.7053364269141531, + "TN": 32337, + "TP": 304, + "n_pred": 311, + "n_ref": 424 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0317.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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/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": 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": 2, + "IoU": 0.0, + "TN": 49150, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.09921875, + "FN": 4584, + "FP": 28, + "IoU": 0.05219893136046034, + "TN": 77054, + "TP": 254, + "n_pred": 282, + "n_ref": 4838 + }, + "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": 561, + "FP": 0, + "IoU": 0.0, + "TN": 81359, + "TP": 0, + "n_pred": 0, + "n_ref": 561 + }, + "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": 65, + "IoU": 0.0, + "TN": 81855, + "TP": 0, + "n_pred": 65, + "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": 0, + "FP": 39, + "IoU": 0.0, + "TN": 81881, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1132, + "IoU": 0.0, + "TN": 80788, + "TP": 0, + "n_pred": 1132, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0379.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": 442, + "IoU": 0.0, + "TN": 32326, + "TP": 0, + "n_pred": 442, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.23513710264498908, + "FN": 0, + "FP": 6304, + "IoU": 0.1332325037811082, + "TN": 25495, + "TP": 969, + "n_pred": 7273, + "n_ref": 969 + }, + "7": { + "Dice": 0.8095872170439414, + "FN": 2376, + "FP": 55, + "IoU": 0.680089485458613, + "TN": 25169, + "TP": 5168, + "n_pred": 5223, + "n_ref": 7544 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0391.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": 1288, + "FP": 4963, + "IoU": 0.0, + "TN": 92053, + "TP": 0, + "n_pred": 4963, + "n_ref": 1288 + }, + "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": 0.05536332179930796, + "FN": 200, + "FP": 73, + "IoU": 0.028469750889679714, + "TN": 98023, + "TP": 8, + "n_pred": 81, + "n_ref": 208 + }, + "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": 0.8545074518356961, + "FN": 1665, + "FP": 1537, + "IoU": 0.745973819912733, + "TN": 85699, + "TP": 9403, + "n_pred": 10940, + "n_ref": 11068 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 229, + "IoU": 0.0, + "TN": 98075, + "TP": 0, + "n_pred": 229, + "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": 0.9673653925195232, + "FN": 169, + "FP": 228, + "IoU": 0.9367935042190734, + "TN": 92023, + "TP": 5884, + "n_pred": 6112, + "n_ref": 6053 + }, + "7": { + "Dice": 0.0, + "FN": 6640, + "FP": 11, + "IoU": 0.0, + "TN": 91653, + "TP": 0, + "n_pred": 11, + "n_ref": 6640 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 98278, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 559, + "IoU": 0.0, + "TN": 97745, + "TP": 0, + "n_pred": 559, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.09704018877656377, + "FN": 507.41111111111115, + "FP": 287.26, + "IoU": 0.07696925486471735, + "TN": 102433.53333333334, + "TP": 537.1288888888888, + "n_pred": 824.3888888888888, + "n_ref": 1044.5400000000002 + }, + "mean": { + "1": { + "Dice": 0.13221676098836502, + "FN": 713.9, + "FP": 73.53333333333333, + "IoU": 0.1072815995178098, + "TN": 102795.8, + "TP": 182.1, + "n_pred": 255.63333333333333, + "n_ref": 896.0 + }, + "10": { + "Dice": 0.08165342538543252, + "FN": 492.3666666666667, + "FP": 386.9, + "IoU": 0.048708411224299815, + "TN": 102776.36666666667, + "TP": 109.7, + "n_pred": 496.6, + "n_ref": 602.0666666666667 + }, + "11": { + "Dice": 0.0, + "FN": 4.066666666666666, + "FP": 0.0, + "IoU": 0.0, + "TN": 103761.26666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4.066666666666666 + }, + "12": { + "Dice": 0.0, + "FN": 195.0, + "FP": 0.0, + "IoU": 0.0, + "TN": 103570.33333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 195.0 + }, + "13": { + "Dice": 0.010123456790123457, + "FN": 69.4, + "FP": 200.96666666666667, + "IoU": 0.0052202699261522795, + "TN": 103492.23333333334, + "TP": 2.7333333333333334, + "n_pred": 203.7, + "n_ref": 72.13333333333334 + }, + "14": { + "Dice": 0.21201448259978375, + "FN": 491.03333333333336, + "FP": 176.8, + "IoU": 0.16028261322042447, + "TN": 102842.16666666667, + "TP": 255.33333333333334, + "n_pred": 432.1333333333333, + "n_ref": 746.3666666666667 + }, + "15": { + "Dice": 0.0, + "FN": 459.8, + "FP": 0.4, + "IoU": 0.0, + "TN": 103305.13333333333, + "TP": 0.0, + "n_pred": 0.4, + "n_ref": 459.8 + }, + "2": { + "Dice": 0.0871886398885708, + "FN": 1491.5, + "FP": 239.56666666666666, + "IoU": 0.0716585226283148, + "TN": 101622.63333333333, + "TP": 411.6333333333333, + "n_pred": 651.2, + "n_ref": 1903.1333333333334 + }, + "3": { + "Dice": 0.15358580330223948, + "FN": 357.73333333333335, + "FP": 1060.7333333333333, + "IoU": 0.1293785265246322, + "TN": 101440.4, + "TP": 906.4666666666667, + "n_pred": 1967.2, + "n_ref": 1264.2 + }, + "4": { + "Dice": 0.061935107667957845, + "FN": 280.7, + "FP": 17.333333333333332, + "IoU": 0.03803458154286884, + "TN": 103417.73333333334, + "TP": 49.56666666666667, + "n_pred": 66.9, + "n_ref": 330.26666666666665 + }, + "5": { + "Dice": 0.0, + "FN": 211.36666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 103553.96666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 211.36666666666667 + }, + "6": { + "Dice": 0.4163682461056674, + "FN": 1873.5, + "FP": 1012.3333333333334, + "IoU": 0.372491570926378, + "TN": 95415.6, + "TP": 5463.9, + "n_pred": 6476.233333333334, + "n_ref": 7337.4 + }, + "7": { + "Dice": 0.05785234647627565, + "FN": 528.2666666666667, + "FP": 732.9, + "IoU": 0.036404345788182066, + "TN": 102307.36666666667, + "TP": 196.8, + "n_pred": 929.7, + "n_ref": 725.0666666666667 + }, + "8": { + "Dice": 0.1589889452497257, + "FN": 163.53333333333333, + "FP": 219.36666666666667, + "IoU": 0.13132682136905796, + "TN": 103005.6, + "TP": 376.8333333333333, + "n_pred": 596.2, + "n_ref": 540.3666666666667 + }, + "9": { + "Dice": 0.08367561719431514, + "FN": 279.0, + "FP": 188.06666666666666, + "IoU": 0.05375156030264006, + "TN": 103196.4, + "TP": 101.86666666666666, + "n_pred": 289.93333333333334, + "n_ref": 380.8666666666667 + } + }, + "metric_per_case": [ + { + "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": 0, + "FP": 90, + "IoU": 0.0, + "TN": 98214, + "TP": 0, + "n_pred": 90, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1218, + "IoU": 0.0, + "TN": 97086, + "TP": 0, + "n_pred": 1218, + "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": 0.9483417392633349, + "FN": 649, + "FP": 703, + "IoU": 0.9017584653393402, + "TN": 84542, + "TP": 12410, + "n_pred": 13113, + "n_ref": 13059 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0005.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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 163820, + "TP": 0, + "n_pred": 20, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 2428, + "IoU": 0.0, + "TN": 161412, + "TP": 0, + "n_pred": 2428, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 499, + "IoU": 0.0, + "TN": 163341, + "TP": 0, + "n_pred": 499, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0015.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": 2172, + "IoU": 0.0, + "TN": 96132, + "TP": 0, + "n_pred": 2172, + "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": 0.6265383754754978, + "FN": 1669, + "FP": 0, + "IoU": 0.45617464972303684, + "TN": 95235, + "TP": 1400, + "n_pred": 1400, + "n_ref": 3069 + }, + "15": { + "Dice": 0.0, + "FN": 3914, + "FP": 0, + "IoU": 0.0, + "TN": 94390, + "TP": 0, + "n_pred": 0, + "n_ref": 3914 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 98277, + "TP": 0, + "n_pred": 27, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1817, + "FP": 0, + "IoU": 0.0, + "TN": 63719, + "TP": 0, + "n_pred": 0, + "n_ref": 1817 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 65503, + "TP": 0, + "n_pred": 33, + "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": 0.9593502284353157, + "FN": 585, + "FP": 456, + "IoU": 0.9218761726078799, + "TN": 52211, + "TP": 12284, + "n_pred": 12740, + "n_ref": 12869 + }, + "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": 972, + "IoU": 0.0, + "TN": 64564, + "TP": 0, + "n_pred": 972, + "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": 53, + "IoU": 0.0, + "TN": 65483, + "TP": 0, + "n_pred": 53, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 212985, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 951, + "FP": 1150, + "IoU": 0.0, + "TN": 210891, + "TP": 0, + "n_pred": 1150, + "n_ref": 951 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2844, + "FP": 0, + "IoU": 0.0, + "TN": 210148, + "TP": 0, + "n_pred": 0, + "n_ref": 2844 + }, + "13": { + "Dice": 0.0, + "FN": 338, + "FP": 847, + "IoU": 0.0, + "TN": 211807, + "TP": 0, + "n_pred": 847, + "n_ref": 338 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 778, + "IoU": 0.0, + "TN": 212214, + "TP": 0, + "n_pred": 778, + "n_ref": 0 + }, + "3": { + "Dice": 0.1411823397355949, + "FN": 3443, + "FP": 0, + "IoU": 0.07595276435856146, + "TN": 209266, + "TP": 283, + "n_pred": 283, + "n_ref": 3726 + }, + "4": { + "Dice": 0.0, + "FN": 3278, + "FP": 0, + "IoU": 0.0, + "TN": 209714, + "TP": 0, + "n_pred": 0, + "n_ref": 3278 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7745102884726273, + "FN": 11347, + "FP": 2340, + "IoU": 0.6320006452827145, + "TN": 175799, + "TP": 23506, + "n_pred": 25846, + "n_ref": 34853 + }, + "7": { + "Dice": 0.0, + "FN": 20, + "FP": 3535, + "IoU": 0.0, + "TN": 209437, + "TP": 0, + "n_pred": 3535, + "n_ref": 20 + }, + "8": { + "Dice": 0.0, + "FN": 116, + "FP": 0, + "IoU": 0.0, + "TN": 212876, + "TP": 0, + "n_pred": 0, + "n_ref": 116 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 212882, + "TP": 0, + "n_pred": 110, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.05906871501726807, + "FN": 7901, + "FP": 0, + "IoU": 0.030433181985519697, + "TN": 139307, + "TP": 248, + "n_pred": 248, + "n_ref": 8149 + }, + "10": { + "Dice": 0.24615384615384617, + "FN": 147, + "FP": 0, + "IoU": 0.14035087719298245, + "TN": 147285, + "TP": 24, + "n_pred": 24, + "n_ref": 171 + }, + "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": 660, + "IoU": 0.0, + "TN": 146796, + "TP": 0, + "n_pred": 660, + "n_ref": 0 + }, + "3": { + "Dice": 0.17579462102689486, + "FN": 153, + "FP": 6589, + "IoU": 0.09636777911808068, + "TN": 139995, + "TP": 719, + "n_pred": 7308, + "n_ref": 872 + }, + "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": 92, + "IoU": 0.0, + "TN": 147364, + "TP": 0, + "n_pred": 92, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 336, + "FP": 17, + "IoU": 0.0, + "TN": 147103, + "TP": 0, + "n_pred": 17, + "n_ref": 336 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4134678370234508, + "FN": 3737, + "FP": 740, + "IoU": 0.26061106523534266, + "TN": 92249, + "TP": 1578, + "n_pred": 2318, + "n_ref": 5315 + }, + "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": 0.06074074074074074, + "FN": 1744, + "FP": 792, + "IoU": 0.03132161955691368, + "TN": 95686, + "TP": 82, + "n_pred": 874, + "n_ref": 1826 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1299, + "IoU": 0.0, + "TN": 97005, + "TP": 0, + "n_pred": 1299, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 470, + "FP": 12, + "IoU": 0.0, + "TN": 97822, + "TP": 0, + "n_pred": 12, + "n_ref": 470 + }, + "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": 57, + "IoU": 0.0, + "TN": 98247, + "TP": 0, + "n_pred": 57, + "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": 0.9959123459446169, + "FN": 91, + "FP": 42, + "IoU": 0.9918579736761555, + "TN": 81969, + "TP": 16202, + "n_pred": 16244, + "n_ref": 16293 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 375, + "IoU": 0.0, + "TN": 97929, + "TP": 0, + "n_pred": 375, + "n_ref": 0 + }, + "8": { + "Dice": 0.6633508597413671, + "FN": 3181, + "FP": 1557, + "IoU": 0.49627897086965767, + "TN": 88898, + "TP": 4668, + "n_pred": 6225, + "n_ref": 7849 + }, + "9": { + "Dice": 0.14319972593353889, + "FN": 990, + "FP": 4012, + "IoU": 0.07712177121771217, + "TN": 92884, + "TP": 418, + "n_pred": 4430, + "n_ref": 1408 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0076.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": 0.3881939564300773, + "FN": 895, + "FP": 3458, + "IoU": 0.24084408789675618, + "TN": 59802, + "TP": 1381, + "n_pred": 4839, + "n_ref": 2276 + }, + "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": 545, + "IoU": 0.0, + "TN": 64991, + "TP": 0, + "n_pred": 545, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.39744534512404817, + "FN": 2423, + "FP": 30, + "IoU": 0.24800735744941754, + "TN": 62274, + "TP": 809, + "n_pred": 839, + "n_ref": 3232 + }, + "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": 0.611518915866742, + "FN": 15132, + "FP": 4, + "IoU": 0.4404229361529077, + "TN": 38487, + "TP": 11913, + "n_pred": 11917, + "n_ref": 27045 + }, + "7": { + "Dice": 0.4843626194360289, + "FN": 9853, + "FP": 1210, + "IoU": 0.31957684974475675, + "TN": 49277, + "TP": 5196, + "n_pred": 6406, + "n_ref": 15049 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6637643009010833, + "FN": 3321, + "FP": 0, + "IoU": 0.4967419305955448, + "TN": 91705, + "TP": 3278, + "n_pred": 3278, + "n_ref": 6599 + }, + "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": 2955, + "IoU": 0.0, + "TN": 95349, + "TP": 0, + "n_pred": 2955, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 115, + "IoU": 0.0, + "TN": 81805, + "TP": 0, + "n_pred": 115, + "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": 16, + "IoU": 0.0, + "TN": 81904, + "TP": 0, + "n_pred": 16, + "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": 1482, + "IoU": 0.0, + "TN": 80438, + "TP": 0, + "n_pred": 1482, + "n_ref": 0 + }, + "3": { + "Dice": 0.6959020318806869, + "FN": 4445, + "FP": 0, + "IoU": 0.5336271115307942, + "TN": 72389, + "TP": 5086, + "n_pred": 5086, + "n_ref": 9531 + }, + "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": 0.8835676625659051, + "FN": 2120, + "FP": 0, + "IoU": 0.7914207005116096, + "TN": 71756, + "TP": 8044, + "n_pred": 8044, + "n_ref": 10164 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1398, + "IoU": 0.0, + "TN": 80522, + "TP": 0, + "n_pred": 1398, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 81901, + "TP": 0, + "n_pred": 19, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/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": 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": 48, + "IoU": 0.0, + "TN": 49104, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1891, + "IoU": 0.0, + "TN": 47261, + "TP": 0, + "n_pred": 1891, + "n_ref": 0 + }, + "4": { + "Dice": 0.37161064600774707, + "FN": 5029, + "FP": 0, + "IoU": 0.22820748925721301, + "TN": 42636, + "TP": 1487, + "n_pred": 1487, + "n_ref": 6516 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.12189616252821671, + "FN": 389, + "FP": 0, + "IoU": 0.06490384615384616, + "TN": 48736, + "TP": 27, + "n_pred": 27, + "n_ref": 416 + }, + "7": { + "Dice": 0.021917808219178082, + "FN": 3862, + "FP": 2564, + "IoU": 0.0110803324099723, + "TN": 42654, + "TP": 72, + "n_pred": 2636, + "n_ref": 3934 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 139, + "IoU": 0.0, + "TN": 130933, + "TP": 0, + "n_pred": 139, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 700, + "IoU": 0.0, + "TN": 130372, + "TP": 0, + "n_pred": 700, + "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": 0.8863853020192392, + "FN": 1041, + "FP": 270, + "IoU": 0.7959533073929961, + "TN": 124647, + "TP": 5114, + "n_pred": 5384, + "n_ref": 6155 + }, + "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": 1586, + "IoU": 0.0, + "TN": 129486, + "TP": 0, + "n_pred": 1586, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 776, + "IoU": 0.0, + "TN": 130296, + "TP": 0, + "n_pred": 776, + "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": 0.979882434554018, + "FN": 178, + "FP": 373, + "IoU": 0.9605583392984968, + "TN": 117102, + "TP": 13419, + "n_pred": 13792, + "n_ref": 13597 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6046, + "IoU": 0.0, + "TN": 125026, + "TP": 0, + "n_pred": 6046, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 184, + "FP": 48, + "IoU": 0.0, + "TN": 130840, + "TP": 0, + "n_pred": 48, + "n_ref": 184 + }, + "9": { + "Dice": 0.41769987174005985, + "FN": 2724, + "FP": 0, + "IoU": 0.26398270737638474, + "TN": 127371, + "TP": 977, + "n_pred": 977, + "n_ref": 3701 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 7844, + "FP": 0, + "IoU": 0.0, + "TN": 24924, + "TP": 0, + "n_pred": 0, + "n_ref": 7844 + }, + "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": 0.17123287671232876, + "FN": 478, + "FP": 6, + "IoU": 0.09363295880149813, + "TN": 32234, + "TP": 50, + "n_pred": 56, + "n_ref": 528 + }, + "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": 6726, + "IoU": 0.0, + "TN": 26042, + "TP": 0, + "n_pred": 6726, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 828, + "IoU": 0.0, + "TN": 163012, + "TP": 0, + "n_pred": 828, + "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": 0, + "FP": 207, + "IoU": 0.0, + "TN": 163633, + "TP": 0, + "n_pred": 207, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1160, + "IoU": 0.0, + "TN": 162680, + "TP": 0, + "n_pred": 1160, + "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": 177, + "IoU": 0.0, + "TN": 163663, + "TP": 0, + "n_pred": 177, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/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": 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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0184.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": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 114678, + "TP": 0, + "n_pred": 10, + "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": 3775, + "IoU": 0.0, + "TN": 110913, + "TP": 0, + "n_pred": 3775, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 96, + "IoU": 0.0, + "TN": 114592, + "TP": 0, + "n_pred": 96, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 311253, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 122, + "FP": 0, + "IoU": 0.0, + "TN": 311174, + "TP": 0, + "n_pred": 0, + "n_ref": 122 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.4859392575928009, + "FN": 455, + "FP": 2, + "IoU": 0.3209509658246657, + "TN": 310623, + "TP": 216, + "n_pred": 218, + "n_ref": 671 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0013350144626566788, + "FN": 13465, + "FP": 0, + "IoU": 0.0006679530948493394, + "TN": 297822, + "TP": 9, + "n_pred": 9, + "n_ref": 13474 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11374, + "IoU": 0.0, + "TN": 299922, + "TP": 0, + "n_pred": 11374, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9451617541337167, + "FN": 370, + "FP": 1537, + "IoU": 0.8960252985115316, + "TN": 292955, + "TP": 16434, + "n_pred": 17971, + "n_ref": 16804 + }, + "7": { + "Dice": 0.0, + "FN": 1016, + "FP": 252, + "IoU": 0.0, + "TN": 310028, + "TP": 0, + "n_pred": 252, + "n_ref": 1016 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 253, + "IoU": 0.0, + "TN": 311043, + "TP": 0, + "n_pred": 253, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 386, + "FP": 0, + "IoU": 0.0, + "TN": 310910, + "TP": 0, + "n_pred": 0, + "n_ref": 386 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0195.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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.863768115942029, + "FN": 534, + "FP": 77, + "IoU": 0.7602040816326531, + "TN": 46604, + "TP": 1937, + "n_pred": 2014, + "n_ref": 2471 + }, + "10": { + "Dice": 0.14981640146878825, + "FN": 3469, + "FP": 4, + "IoU": 0.08097380259327865, + "TN": 45373, + "TP": 306, + "n_pred": 310, + "n_ref": 3775 + }, + "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": 2818, + "IoU": 0.0, + "TN": 46334, + "TP": 0, + "n_pred": 2818, + "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": 283, + "IoU": 0.0, + "TN": 48869, + "TP": 0, + "n_pred": 283, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 332, + "FP": 117, + "IoU": 0.0, + "TN": 48703, + "TP": 0, + "n_pred": 117, + "n_ref": 332 + }, + "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": 3, + "IoU": 0.0, + "TN": 49149, + "TP": 0, + "n_pred": 3, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1036, + "IoU": 0.0, + "TN": 130036, + "TP": 0, + "n_pred": 1036, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 140, + "IoU": 0.0, + "TN": 130932, + "TP": 0, + "n_pred": 140, + "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": 9823, + "FP": 1744, + "IoU": 0.0, + "TN": 119505, + "TP": 0, + "n_pred": 1744, + "n_ref": 9823 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7282, + "IoU": 0.0, + "TN": 123790, + "TP": 0, + "n_pred": 7282, + "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": 0.9501592493759146, + "FN": 2175, + "FP": 3036, + "IoU": 0.9050508363397836, + "TN": 76190, + "TP": 49671, + "n_pred": 52707, + "n_ref": 51846 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 294, + "IoU": 0.0, + "TN": 130778, + "TP": 0, + "n_pred": 294, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 641, + "IoU": 0.0, + "TN": 130431, + "TP": 0, + "n_pred": 641, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 154, + "IoU": 0.0, + "TN": 130918, + "TP": 0, + "n_pred": 154, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0249.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": 400, + "IoU": 0.0, + "TN": 65136, + "TP": 0, + "n_pred": 400, + "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": 338, + "IoU": 0.0, + "TN": 65198, + "TP": 0, + "n_pred": 338, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 333, + "FP": 0, + "IoU": 0.0, + "TN": 65203, + "TP": 0, + "n_pred": 0, + "n_ref": 333 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 65511, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "3": { + "Dice": 0.9282539682539682, + "FN": 1248, + "FP": 108, + "IoU": 0.8661137440758294, + "TN": 55408, + "TP": 8772, + "n_pred": 8880, + "n_ref": 10020 + }, + "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": 255, + "IoU": 0.0, + "TN": 65281, + "TP": 0, + "n_pred": 255, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 242, + "IoU": 0.0, + "TN": 65294, + "TP": 0, + "n_pred": 242, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 982, + "IoU": 0.0, + "TN": 64554, + "TP": 0, + "n_pred": 982, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 118, + "FP": 589, + "IoU": 0.0, + "TN": 64829, + "TP": 0, + "n_pred": 589, + "n_ref": 118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0272.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": 1487, + "IoU": 0.0, + "TN": 162353, + "TP": 0, + "n_pred": 1487, + "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": 1618, + "IoU": 0.0, + "TN": 162222, + "TP": 0, + "n_pred": 1618, + "n_ref": 0 + }, + "14": { + "Dice": 0.06301491872634157, + "FN": 8416, + "FP": 0, + "IoU": 0.03253247499712611, + "TN": 155141, + "TP": 283, + "n_pred": 283, + "n_ref": 8699 + }, + "15": { + "Dice": 0.0, + "FN": 1680, + "FP": 0, + "IoU": 0.0, + "TN": 162160, + "TP": 0, + "n_pred": 0, + "n_ref": 1680 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "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": 331, + "IoU": 0.0, + "TN": 163509, + "TP": 0, + "n_pred": 331, + "n_ref": 0 + }, + "9": { + "Dice": 0.526883425852498, + "FN": 2909, + "FP": 74, + "IoU": 0.35766580534022396, + "TN": 159196, + "TP": 1661, + "n_pred": 1735, + "n_ref": 4570 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 98301, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 5470, + "FP": 0, + "IoU": 0.0, + "TN": 92834, + "TP": 0, + "n_pred": 0, + "n_ref": 5470 + }, + "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": 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": 0.0, + "FN": 6337, + "FP": 0, + "IoU": 0.0, + "TN": 91967, + "TP": 0, + "n_pred": 0, + "n_ref": 6337 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2085, + "IoU": 0.0, + "TN": 96219, + "TP": 0, + "n_pred": 2085, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 52, + "FP": 345, + "IoU": 0.0, + "TN": 97907, + "TP": 0, + "n_pred": 345, + "n_ref": 52 + }, + "8": { + "Dice": 0.6176100628930817, + "FN": 420, + "FP": 188, + "IoU": 0.4467697907188353, + "TN": 97205, + "TP": 491, + "n_pred": 679, + "n_ref": 911 + }, + "9": { + "Dice": 0.0, + "FN": 13, + "FP": 0, + "IoU": 0.0, + "TN": 98291, + "TP": 0, + "n_pred": 0, + "n_ref": 13 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0307.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": 96, + "FP": 0, + "IoU": 0.0, + "TN": 81824, + "TP": 0, + "n_pred": 0, + "n_ref": 96 + }, + "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": 0.4822959373835259, + "FN": 1389, + "FP": 0, + "IoU": 0.31777996070726916, + "TN": 79884, + "TP": 647, + "n_pred": 647, + "n_ref": 2036 + }, + "15": { + "Dice": 0.0, + "FN": 7397, + "FP": 0, + "IoU": 0.0, + "TN": 74523, + "TP": 0, + "n_pred": 0, + "n_ref": 7397 + }, + "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": 4, + "FP": 0, + "IoU": 0.0, + "TN": 81916, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "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": 0.9448843108617111, + "FN": 669, + "FP": 48, + "IoU": 0.8955267375783185, + "TN": 75057, + "TP": 6146, + "n_pred": 6194, + "n_ref": 6815 + }, + "9": { + "Dice": 0.0, + "FN": 1227, + "FP": 0, + "IoU": 0.0, + "TN": 80693, + "TP": 0, + "n_pred": 0, + "n_ref": 1227 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.19047619047619047, + "FN": 6, + "FP": 11, + "IoU": 0.10526315789473684, + "TN": 49133, + "TP": 2, + "n_pred": 13, + "n_ref": 8 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3006, + "FP": 0, + "IoU": 0.0, + "TN": 46146, + "TP": 0, + "n_pred": 0, + "n_ref": 3006 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 49068, + "TP": 0, + "n_pred": 84, + "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": 48, + "FP": 40, + "IoU": 0.0, + "TN": 49064, + "TP": 0, + "n_pred": 40, + "n_ref": 48 + }, + "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": 196, + "FP": 0, + "IoU": 0.0, + "TN": 48956, + "TP": 0, + "n_pred": 0, + "n_ref": 196 + }, + "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": 1, + "IoU": 0.0, + "TN": 49151, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0336.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": 1761, + "FP": 0, + "IoU": 0.0, + "TN": 112927, + "TP": 0, + "n_pred": 0, + "n_ref": 1761 + }, + "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": 0.0, + "FN": 0, + "FP": 163, + "IoU": 0.0, + "TN": 114525, + "TP": 0, + "n_pred": 163, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6942061848894147, + "FN": 7239, + "FP": 2066, + "IoU": 0.5316353752453817, + "TN": 94821, + "TP": 10562, + "n_pred": 12628, + "n_ref": 17801 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3562, + "IoU": 0.0, + "TN": 111126, + "TP": 0, + "n_pred": 3562, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0349.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": 7, + "IoU": 0.0, + "TN": 131065, + "TP": 0, + "n_pred": 7, + "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": 2672, + "IoU": 0.0, + "TN": 128400, + "TP": 0, + "n_pred": 2672, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 131069, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.006036574539859146, + "FN": 16795, + "FP": 0, + "IoU": 0.0030274249079900273, + "TN": 114226, + "TP": 51, + "n_pred": 51, + "n_ref": 16846 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 407, + "IoU": 0.0, + "TN": 130665, + "TP": 0, + "n_pred": 407, + "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": 0.016, + "FN": 15863, + "FP": 3202, + "IoU": 0.008064516129032258, + "TN": 111852, + "TP": 155, + "n_pred": 3357, + "n_ref": 16018 + }, + "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": 3, + "FP": 0, + "IoU": 0.0, + "TN": 131069, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/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": 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": 114, + "FP": 0, + "IoU": 0.0, + "TN": 32654, + "TP": 0, + "n_pred": 0, + "n_ref": 114 + }, + "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_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0388.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": 1262, + "IoU": 0.0, + "TN": 146194, + "TP": 0, + "n_pred": 1262, + "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": 0.903012664201998, + "FN": 2239, + "FP": 227, + "IoU": 0.8231751039724652, + "TN": 133510, + "TP": 11480, + "n_pred": 11707, + "n_ref": 13719 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 147443, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 347, + "IoU": 0.0, + "TN": 147109, + "TP": 0, + "n_pred": 347, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.82257643062451, + "FN": 652, + "FP": 27, + "IoU": 0.698624056813138, + "TN": 145203, + "TP": 1574, + "n_pred": 1601, + "n_ref": 2226 + }, + "7": { + "Dice": 0.30365242301265216, + "FN": 849, + "FP": 2068, + "IoU": 0.17900365887981987, + "TN": 143903, + "TP": 636, + "n_pred": 2704, + "n_ref": 1485 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 147440, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 203, + "IoU": 0.0, + "TN": 147253, + "TP": 0, + "n_pred": 203, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866536/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset475_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_pe__seed-12348/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.11608918923194363, + "FN": 550.4404444444444, + "FP": 416.9662222222223, + "IoU": 0.0936458310679472, + "TN": 107695.31555555556, + "TP": 563.9444444444445, + "n_pred": 980.9106666666667, + "n_ref": 1114.384888888889 + }, + "mean": { + "1": { + "Dice": 0.2164947733445776, + "FN": 643.8466666666667, + "FP": 276.33333333333337, + "IoU": 0.1772899474879071, + "TN": 107755.73999999999, + "TP": 550.7466666666667, + "n_pred": 827.0800000000002, + "n_ref": 1194.5933333333332 + }, + "10": { + "Dice": 0.10425657765017389, + "FN": 438.98, + "FP": 691.0066666666667, + "IoU": 0.07667391537513016, + "TN": 107865.54666666668, + "TP": 231.13333333333335, + "n_pred": 922.1400000000001, + "n_ref": 670.1133333333333 + }, + "11": { + "Dice": 0.0, + "FN": 102.88666666666668, + "FP": 0.0, + "IoU": 0.0, + "TN": 109123.78, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 102.88666666666668 + }, + "12": { + "Dice": 0.0, + "FN": 103.22666666666666, + "FP": 0.013333333333333332, + "IoU": 0.0, + "TN": 109123.42666666667, + "TP": 0.0, + "n_pred": 0.013333333333333332, + "n_ref": 103.22666666666666 + }, + "13": { + "Dice": 0.0035283428695418078, + "FN": 325.9933333333334, + "FP": 61.56666666666668, + "IoU": 0.0018157073484533323, + "TN": 108838.43333333332, + "TP": 0.6733333333333333, + "n_pred": 62.239999999999995, + "n_ref": 326.6666666666667 + }, + "14": { + "Dice": 0.1553410711315409, + "FN": 475.5533333333334, + "FP": 296.96666666666664, + "IoU": 0.1162110247549564, + "TN": 108132.56666666668, + "TP": 321.58, + "n_pred": 618.5466666666666, + "n_ref": 797.1333333333334 + }, + "15": { + "Dice": 0.02083197753672799, + "FN": 453.87333333333333, + "FP": 51.18666666666667, + "IoU": 0.01481124340256185, + "TN": 108719.63999999998, + "TP": 1.9666666666666668, + "n_pred": 53.15333333333333, + "n_ref": 455.84000000000003 + }, + "2": { + "Dice": 0.07071743570629138, + "FN": 910.5, + "FP": 647.22, + "IoU": 0.05781638814623622, + "TN": 107376.30666666667, + "TP": 292.64, + "n_pred": 939.86, + "n_ref": 1203.1399999999999 + }, + "3": { + "Dice": 0.14505963821555318, + "FN": 789.1000000000001, + "FP": 659.4266666666666, + "IoU": 0.115745511390369, + "TN": 107207.77333333335, + "TP": 570.3666666666667, + "n_pred": 1229.7933333333333, + "n_ref": 1359.4666666666665 + }, + "4": { + "Dice": 0.05892211468241826, + "FN": 226.11999999999998, + "FP": 37.8, + "IoU": 0.04372224939545398, + "TN": 108882.85333333332, + "TP": 79.89333333333335, + "n_pred": 117.69333333333334, + "n_ref": 306.0133333333333 + }, + "5": { + "Dice": 0.0, + "FN": 124.52666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 109102.13999999998, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 124.52666666666667 + }, + "6": { + "Dice": 0.4679038210831942, + "FN": 1360.3066666666666, + "FP": 2521.0933333333332, + "IoU": 0.40386853861251, + "TN": 100028.92, + "TP": 5316.346666666666, + "n_pred": 7837.44, + "n_ref": 6676.653333333334 + }, + "7": { + "Dice": 0.125276277314944, + "FN": 1532.16, + "FP": 699.9, + "IoU": 0.0888713410342529, + "TN": 106535.67333333334, + "TP": 458.9333333333334, + "n_pred": 1158.8333333333333, + "n_ref": 1991.0933333333335 + }, + "8": { + "Dice": 0.31950658137925636, + "FN": 328.26, + "FP": 150.64000000000001, + "IoU": 0.2707169952158901, + "TN": 108175.87333333334, + "TP": 571.8933333333333, + "n_pred": 722.5333333333334, + "n_ref": 900.1533333333334 + }, + "9": { + "Dice": 0.053499227564934894, + "FN": 441.27333333333326, + "FP": 161.34, + "IoU": 0.037144603855487054, + "TN": 108561.06000000001, + "TP": 62.99333333333334, + "n_pred": 224.33333333333334, + "n_ref": 504.2666666666667 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/loop_004/summary_cross_val.json b/nnActive_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/loop_004/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..c8239e79669e40f01d81e39474680f6af708a26f --- /dev/null +++ b/nnActive_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/loop_004/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.1211510611748387, + "FN": 872.4622222222222, + "FP": 1367.7933333333335, + "IoU": 0.09733741469872911, + "TN": 235975.28444444443, + "TP": 990.86, + "n_pred": 2358.653333333333, + "n_ref": 1863.3222222222225 + }, + "mean": { + "1": { + "Dice": 0.2060760374213654, + "FN": 968.0, + "FP": 3614.7, + "IoU": 0.16374194003312986, + "TN": 232998.63333333333, + "TP": 1625.0666666666666, + "n_pred": 5239.766666666666, + "n_ref": 2593.0666666666666 + }, + "10": { + "Dice": 0.04208603208799708, + "FN": 915.1, + "FP": 1460.6333333333334, + "IoU": 0.029799266214005454, + "TN": 236606.7, + "TP": 223.96666666666667, + "n_pred": 1684.6, + "n_ref": 1139.0666666666666 + }, + "11": { + "Dice": 0.06679854928107556, + "FN": 136.8, + "FP": 23.2, + "IoU": 0.036058580883236616, + "TN": 239034.73333333334, + "TP": 11.666666666666666, + "n_pred": 34.86666666666667, + "n_ref": 148.46666666666667 + }, + "12": { + "Dice": 0.0, + "FN": 388.9, + "FP": 0.0, + "IoU": 0.0, + "TN": 238817.5, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 388.9 + }, + "13": { + "Dice": 0.023828140977946607, + "FN": 393.0, + "FP": 576.8, + "IoU": 0.013338309954879038, + "TN": 238201.2, + "TP": 35.4, + "n_pred": 612.2, + "n_ref": 428.4 + }, + "14": { + "Dice": 0.44963855814328646, + "FN": 716.6333333333333, + "FP": 3137.2, + "IoU": 0.40968827705920435, + "TN": 230591.3, + "TP": 4761.266666666666, + "n_pred": 7898.466666666666, + "n_ref": 5477.9 + }, + "15": { + "Dice": 0.16078965352310914, + "FN": 999.5333333333333, + "FP": 1387.5, + "IoU": 0.11959295161568834, + "TN": 236121.76666666666, + "TP": 697.6, + "n_pred": 2085.1, + "n_ref": 1697.1333333333334 + }, + "2": { + "Dice": 0.0008771500586005996, + "FN": 1390.8666666666666, + "FP": 568.8, + "IoU": 0.00044021316264467947, + "TN": 237244.33333333334, + "TP": 2.4, + "n_pred": 571.2, + "n_ref": 1393.2666666666667 + }, + "3": { + "Dice": 0.06490426818557118, + "FN": 1220.6, + "FP": 1020.1, + "IoU": 0.04677525427435029, + "TN": 236520.66666666666, + "TP": 445.03333333333336, + "n_pred": 1465.1333333333334, + "n_ref": 1665.6333333333334 + }, + "4": { + "Dice": 0.07524464010820979, + "FN": 310.26666666666665, + "FP": 332.73333333333335, + "IoU": 0.06628221444880085, + "TN": 238281.5, + "TP": 281.9, + "n_pred": 614.6333333333333, + "n_ref": 592.1666666666666 + }, + "5": { + "Dice": 0.0, + "FN": 310.43333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 238895.96666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 310.43333333333334 + }, + "6": { + "Dice": 0.2858028839617155, + "FN": 2897.4, + "FP": 1859.5666666666666, + "IoU": 0.2284999736817164, + "TN": 231825.66666666666, + "TP": 2623.766666666667, + "n_pred": 4483.333333333333, + "n_ref": 5521.166666666667 + }, + "7": { + "Dice": 0.16033194767281442, + "FN": 1681.0, + "FP": 5143.133333333333, + "IoU": 0.1369826772260646, + "TN": 229580.06666666668, + "TP": 2802.2, + "n_pred": 7945.333333333333, + "n_ref": 4483.2 + }, + "8": { + "Dice": 0.26543600983028937, + "FN": 511.06666666666666, + "FP": 1243.5, + "IoU": 0.20069188967109383, + "TN": 236100.46666666667, + "TP": 1351.3666666666666, + "n_pred": 2594.866666666667, + "n_ref": 1862.4333333333334 + }, + "9": { + "Dice": 0.015452046370599482, + "FN": 247.33333333333334, + "FP": 149.03333333333333, + "IoU": 0.008169672256122286, + "TN": 238808.76666666666, + "TP": 1.2666666666666666, + "n_pred": 150.3, + "n_ref": 248.6 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.15865858813583203, + "FN": 1519, + "FP": 4452, + "IoU": 0.08616467707376799, + "TN": 386682, + "TP": 563, + "n_pred": 5015, + "n_ref": 2082 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 22666, + "IoU": 0.0, + "TN": 370550, + "TP": 0, + "n_pred": 22666, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 393216, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 393216, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 4577, + "IoU": 0.0, + "TN": 388639, + "TP": 0, + "n_pred": 4577, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 152, + "IoU": 0.0, + "TN": 393064, + "TP": 0, + "n_pred": 152, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 393203, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1135, + "IoU": 0.0, + "TN": 392081, + "TP": 0, + "n_pred": 1135, + "n_ref": 0 + }, + "3": { + "Dice": 0.7483432455395073, + "FN": 5543, + "FP": 381, + "IoU": 0.5978821612815639, + "TN": 378484, + "TP": 8808, + "n_pred": 9189, + "n_ref": 14351 + }, + "4": { + "Dice": 0.024721878862793572, + "FN": 989, + "FP": 589, + "IoU": 0.012515644555694618, + "TN": 391618, + "TP": 20, + "n_pred": 609, + "n_ref": 1009 + }, + "5": { + "Dice": 0.0, + "FN": 221, + "FP": 0, + "IoU": 0.0, + "TN": 392995, + "TP": 0, + "n_pred": 0, + "n_ref": 221 + }, + "6": { + "Dice": 0.7258238208055137, + "FN": 1903, + "FP": 4462, + "IoU": 0.5696416497633536, + "TN": 378426, + "TP": 8425, + "n_pred": 12887, + "n_ref": 10328 + }, + "7": { + "Dice": 0.8463557807999417, + "FN": 7466, + "FP": 962, + "IoU": 0.7336367371448437, + "TN": 361575, + "TP": 23213, + "n_pred": 24175, + "n_ref": 30679 + }, + "8": { + "Dice": 0.8351225653040528, + "FN": 1521, + "FP": 3194, + "IoU": 0.716918828049952, + "TN": 376560, + "TP": 11941, + "n_pred": 15135, + "n_ref": 13462 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 393216, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7759636599610642, + "FN": 909, + "FP": 7722, + "IoU": 0.6339384171685469, + "TN": 320486, + "TP": 14947, + "n_pred": 22669, + "n_ref": 15856 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 343989, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 344064, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 344064, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 344048, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "14": { + "Dice": 0.8263074484944533, + "FN": 1530, + "FP": 662, + "IoU": 0.7040237645152579, + "TN": 336658, + "TP": 5214, + "n_pred": 5876, + "n_ref": 6744 + }, + "15": { + "Dice": 0.0, + "FN": 249, + "FP": 0, + "IoU": 0.0, + "TN": 343815, + "TP": 0, + "n_pred": 0, + "n_ref": 249 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 114, + "IoU": 0.0, + "TN": 343950, + "TP": 0, + "n_pred": 114, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 6305, + "FP": 649, + "IoU": 0.0, + "TN": 337110, + "TP": 0, + "n_pred": 649, + "n_ref": 6305 + }, + "4": { + "Dice": 0.0, + "FN": 6081, + "FP": 0, + "IoU": 0.0, + "TN": 337983, + "TP": 0, + "n_pred": 0, + "n_ref": 6081 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 344064, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5791906854631585, + "FN": 13830, + "FP": 916, + "IoU": 0.4076484293404033, + "TN": 319170, + "TP": 10148, + "n_pred": 11064, + "n_ref": 23978 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7055, + "IoU": 0.0, + "TN": 337009, + "TP": 0, + "n_pred": 7055, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 344051, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 344064, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0040462895524803755, + "FN": 35, + "FP": 12272, + "IoU": 0.0020272461887771652, + "TN": 249812, + "TP": 25, + "n_pred": 12297, + "n_ref": 60 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2546803249735076, + "FN": 4040, + "FP": 180, + "IoU": 0.14592187816231533, + "TN": 257203, + "TP": 721, + "n_pred": 901, + "n_ref": 4761 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 262063, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1795, + "IoU": 0.0, + "TN": 260349, + "TP": 0, + "n_pred": 1795, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1244, + "IoU": 0.0, + "TN": 260900, + "TP": 0, + "n_pred": 1244, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1819, + "IoU": 0.0, + "TN": 260325, + "TP": 0, + "n_pred": 1819, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 586, + "FP": 0, + "IoU": 0.0, + "TN": 261558, + "TP": 0, + "n_pred": 0, + "n_ref": 586 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 278526, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 445, + "IoU": 0.0, + "TN": 278083, + "TP": 0, + "n_pred": 445, + "n_ref": 0 + }, + "14": { + "Dice": 0.8545523494328955, + "FN": 3645, + "FP": 574, + "IoU": 0.7460422560645278, + "TN": 261915, + "TP": 12394, + "n_pred": 12968, + "n_ref": 16039 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 12176, + "IoU": 0.0, + "TN": 266352, + "TP": 0, + "n_pred": 12176, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1428, + "IoU": 0.0, + "TN": 277100, + "TP": 0, + "n_pred": 1428, + "n_ref": 0 + }, + "7": { + "Dice": 0.014094877458714631, + "FN": 8980, + "FP": 393, + "IoU": 0.007097457627118644, + "TN": 269088, + "TP": 67, + "n_pred": 460, + "n_ref": 9047 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0042.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": 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": 0.878213802435724, + "FN": 2238, + "FP": 102, + "IoU": 0.7828709288299156, + "TN": 136679, + "TP": 8437, + "n_pred": 8539, + "n_ref": 10675 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.41464788732394364, + "FN": 1037, + "FP": 2, + "IoU": 0.2615493958777541, + "TN": 146049, + "TP": 368, + "n_pred": 370, + "n_ref": 1405 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1370, + "IoU": 0.0, + "TN": 146086, + "TP": 0, + "n_pred": 1370, + "n_ref": 0 + }, + "8": { + "Dice": 0.6727067547960665, + "FN": 5925, + "FP": 4226, + "IoU": 0.506826021474032, + "TN": 126873, + "TP": 10432, + "n_pred": 14658, + "n_ref": 16357 + }, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 6662, + "FP": 0, + "IoU": 0.0, + "TN": 239098, + "TP": 0, + "n_pred": 0, + "n_ref": 6662 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1941, + "FP": 0, + "IoU": 0.0, + "TN": 243819, + "TP": 0, + "n_pred": 0, + "n_ref": 1941 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.4452434764742141, + "FN": 5234, + "FP": 166, + "IoU": 0.2863750495572882, + "TN": 238193, + "TP": 2167, + "n_pred": 2333, + "n_ref": 7401 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4355, + "IoU": 0.0, + "TN": 241405, + "TP": 0, + "n_pred": 4355, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 97, + "IoU": 0.0, + "TN": 245663, + "TP": 0, + "n_pred": 97, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 601, + "IoU": 0.0, + "TN": 245159, + "TP": 0, + "n_pred": 601, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6301369863013698, + "FN": 334, + "FP": 98, + "IoU": 0.46, + "TN": 244960, + "TP": 368, + "n_pred": 466, + "n_ref": 702 + }, + "7": { + "Dice": 0.22592107723957358, + "FN": 2152, + "FP": 1987, + "IoU": 0.12734556188066626, + "TN": 241017, + "TP": 604, + "n_pred": 2591, + "n_ref": 2756 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3066, + "IoU": 0.0, + "TN": 242694, + "TP": 0, + "n_pred": 3066, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1572, + "IoU": 0.0, + "TN": 326108, + "TP": 0, + "n_pred": 1572, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 21806, + "IoU": 0.0, + "TN": 305874, + "TP": 0, + "n_pred": 21806, + "n_ref": 0 + }, + "15": { + "Dice": 0.8858520342686691, + "FN": 0, + "FP": 3291, + "IoU": 0.7950937052487392, + "TN": 311619, + "TP": 12770, + "n_pred": 16061, + "n_ref": 12770 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9053280198251901, + "FN": 113, + "FP": 2714, + "IoU": 0.8270313264806657, + "TN": 311336, + "TP": 13517, + "n_pred": 16231, + "n_ref": 13630 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6814, + "IoU": 0.0, + "TN": 320866, + "TP": 0, + "n_pred": 6814, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1396, + "IoU": 0.0, + "TN": 326284, + "TP": 0, + "n_pred": 1396, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0052.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": 40, + "FP": 0, + "IoU": 0.0, + "TN": 163800, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2432, + "FP": 0, + "IoU": 0.0, + "TN": 161408, + "TP": 0, + "n_pred": 0, + "n_ref": 2432 + }, + "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": 14090, + "IoU": 0.0, + "TN": 149750, + "TP": 0, + "n_pred": 14090, + "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": 0.0, + "FN": 0, + "FP": 127, + "IoU": 0.0, + "TN": 163713, + "TP": 0, + "n_pred": 127, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 84, + "FP": 210, + "IoU": 0.0, + "TN": 163546, + "TP": 0, + "n_pred": 210, + "n_ref": 84 + }, + "8": { + "Dice": 0.7564335846113855, + "FN": 937, + "FP": 0, + "IoU": 0.6082775919732442, + "TN": 161448, + "TP": 1455, + "n_pred": 1455, + "n_ref": 2392 + }, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4873383129896156, + "FN": 464, + "FP": 10792, + "IoU": 0.32217270865952063, + "TN": 392994, + "TP": 5350, + "n_pred": 16142, + "n_ref": 5814 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 409600, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 409600, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 409600, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 409600, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 409600, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 409600, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 409600, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1187, + "IoU": 0.0, + "TN": 408413, + "TP": 0, + "n_pred": 1187, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 409600, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 409600, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2200, + "IoU": 0.0, + "TN": 407400, + "TP": 0, + "n_pred": 2200, + "n_ref": 0 + }, + "7": { + "Dice": 0.5282613367719751, + "FN": 2195, + "FP": 0, + "IoU": 0.3589369158878505, + "TN": 406176, + "TP": 1229, + "n_pred": 1229, + "n_ref": 3424 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 409600, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 409600, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0086.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": 0, + "FP": 398, + "IoU": 0.0, + "TN": 179826, + "TP": 0, + "n_pred": 398, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8664226573327174, + "FN": 3759, + "FP": 0, + "IoU": 0.7643260188087774, + "TN": 164274, + "TP": 12191, + "n_pred": 12191, + "n_ref": 15950 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 118, + "IoU": 0.0, + "TN": 180106, + "TP": 0, + "n_pred": 118, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0098.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": 569, + "FP": 0, + "IoU": 0.0, + "TN": 114119, + "TP": 0, + "n_pred": 0, + "n_ref": 569 + }, + "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": 0.9788466908684725, + "FN": 616, + "FP": 596, + "IoU": 0.9585697682368223, + "TN": 85434, + "TP": 28042, + "n_pred": 28638, + "n_ref": 28658 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.008741804558226662, + "FN": 6350, + "FP": 0, + "IoU": 0.004390090937597993, + "TN": 108310, + "TP": 28, + "n_pred": 28, + "n_ref": 6378 + }, + "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": 110, + "IoU": 0.0, + "TN": 114578, + "TP": 0, + "n_pred": 110, + "n_ref": 0 + }, + "7": { + "Dice": 0.0011921714077557373, + "FN": 14702, + "FP": 15459, + "IoU": 0.0005964412339706419, + "TN": 84509, + "TP": 18, + "n_pred": 15477, + "n_ref": 14720 + }, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0103.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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 1.0, + "FN": 0, + "FP": 0, + "IoU": 1.0, + "TN": 212992, + "TP": 16384, + "n_pred": 16384, + "n_ref": 16384 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 353, + "IoU": 0.0, + "TN": 229023, + "TP": 0, + "n_pred": 353, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 229373, + "TP": 0, + "n_pred": 3, + "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": 130, + "IoU": 0.0, + "TN": 229246, + "TP": 0, + "n_pred": 130, + "n_ref": 0 + }, + "7": { + "Dice": 0.9547020543575347, + "FN": 2840, + "FP": 0, + "IoU": 0.913330078125, + "TN": 196608, + "TP": 29928, + "n_pred": 29928, + "n_ref": 32768 + }, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1446, + "FP": 0, + "IoU": 0.0, + "TN": 146010, + "TP": 0, + "n_pred": 0, + "n_ref": 1446 + }, + "10": { + "Dice": 0.0, + "FN": 914, + "FP": 0, + "IoU": 0.0, + "TN": 146542, + "TP": 0, + "n_pred": 0, + "n_ref": 914 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 951, + "FP": 0, + "IoU": 0.0, + "TN": 146505, + "TP": 0, + "n_pred": 0, + "n_ref": 951 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9225537767928782, + "FN": 1651, + "FP": 376, + "IoU": 0.8562411347517731, + "TN": 133356, + "TP": 12073, + "n_pred": 12449, + "n_ref": 13724 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 8336, + "IoU": 0.0, + "TN": 139120, + "TP": 0, + "n_pred": 8336, + "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": 1470, + "FP": 0, + "IoU": 0.0, + "TN": 145986, + "TP": 0, + "n_pred": 0, + "n_ref": 1470 + }, + "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": 1997, + "IoU": 0.0, + "TN": 145459, + "TP": 0, + "n_pred": 1997, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 305, + "FP": 1429, + "IoU": 0.0, + "TN": 145722, + "TP": 0, + "n_pred": 1429, + "n_ref": 305 + }, + "8": { + "Dice": 0.0, + "FN": 51, + "FP": 0, + "IoU": 0.0, + "TN": 147405, + "TP": 0, + "n_pred": 0, + "n_ref": 51 + }, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7818113064851578, + "FN": 4412, + "FP": 204, + "IoU": 0.6417817786745305, + "TN": 118186, + "TP": 8270, + "n_pred": 8474, + "n_ref": 12682 + }, + "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": 0.9559171090940229, + "FN": 1000, + "FP": 287, + "IoU": 0.9155567219998688, + "TN": 115831, + "TP": 13954, + "n_pred": 14241, + "n_ref": 14954 + }, + "15": { + "Dice": 0.6012890180715279, + "FN": 2242, + "FP": 913, + "IoU": 0.42988796530538487, + "TN": 125538, + "TP": 2379, + "n_pred": 3292, + "n_ref": 4621 + }, + "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": 0.0, + "FN": 0, + "FP": 6913, + "IoU": 0.0, + "TN": 124159, + "TP": 0, + "n_pred": 6913, + "n_ref": 0 + }, + "7": { + "Dice": 0.19180397127165189, + "FN": 3248, + "FP": 578, + "IoU": 0.10607476635514018, + "TN": 126792, + "TP": 454, + "n_pred": 1032, + "n_ref": 3702 + }, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 19667, + "IoU": 0.0, + "TN": 291629, + "TP": 0, + "n_pred": 19667, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 11939, + "FP": 0, + "IoU": 0.0, + "TN": 299357, + "TP": 0, + "n_pred": 0, + "n_ref": 11939 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 806, + "IoU": 0.0, + "TN": 310490, + "TP": 0, + "n_pred": 806, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 311257, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.04682852597357681, + "FN": 27528, + "FP": 32, + "IoU": 0.023975634805397175, + "TN": 283059, + "TP": 677, + "n_pred": 709, + "n_ref": 28205 + }, + "7": { + "Dice": 0.0, + "FN": 10, + "FP": 2497, + "IoU": 0.0, + "TN": 308789, + "TP": 0, + "n_pred": 2497, + "n_ref": 10 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9211014032300768, + "FN": 1591, + "FP": 793, + "IoU": 0.8537423312883435, + "TN": 344148, + "TP": 13916, + "n_pred": 14709, + "n_ref": 15507 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3312, + "IoU": 0.0, + "TN": 357136, + "TP": 0, + "n_pred": 3312, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 360448, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 360448, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 360441, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 96, + "FP": 0, + "IoU": 0.0, + "TN": 360352, + "TP": 0, + "n_pred": 0, + "n_ref": 96 + }, + "15": { + "Dice": 0.049559008819823606, + "FN": 1785, + "FP": 5004, + "IoU": 0.025409130060292853, + "TN": 353482, + "TP": 177, + "n_pred": 5181, + "n_ref": 1962 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3831, + "IoU": 0.0, + "TN": 356617, + "TP": 0, + "n_pred": 3831, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 14772, + "IoU": 0.0, + "TN": 345676, + "TP": 0, + "n_pred": 14772, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 360448, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 360448, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.19784400760938492, + "FN": 30, + "FP": 1235, + "IoU": 0.10978184377199156, + "TN": 359027, + "TP": 156, + "n_pred": 1391, + "n_ref": 186 + }, + "7": { + "Dice": 0.055837150678990595, + "FN": 932, + "FP": 33901, + "IoU": 0.028720408220171207, + "TN": 324585, + "TP": 1030, + "n_pred": 34931, + "n_ref": 1962 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 916, + "IoU": 0.0, + "TN": 359532, + "TP": 0, + "n_pred": 916, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 360448, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3402, + "IoU": 0.0, + "TN": 324278, + "TP": 0, + "n_pred": 3402, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5845648604269293, + "FN": 758, + "FP": 1, + "IoU": 0.41299303944315546, + "TN": 326387, + "TP": 534, + "n_pred": 535, + "n_ref": 1292 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7692, + "IoU": 0.0, + "TN": 319988, + "TP": 0, + "n_pred": 7692, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 327635, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 210, + "FP": 0, + "IoU": 0.0, + "TN": 327470, + "TP": 0, + "n_pred": 0, + "n_ref": 210 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 622543, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "10": { + "Dice": 0.026335403726708076, + "FN": 2646, + "FP": 1273, + "IoU": 0.013343403826787512, + "TN": 618620, + "TP": 53, + "n_pred": 1326, + "n_ref": 2699 + }, + "11": { + "Dice": 0.17537449762513702, + "FN": 1939, + "FP": 318, + "IoU": 0.09611533840608731, + "TN": 620095, + "TP": 240, + "n_pred": 558, + "n_ref": 2179 + }, + "12": { + "Dice": 0.0, + "FN": 2365, + "FP": 0, + "IoU": 0.0, + "TN": 620227, + "TP": 0, + "n_pred": 0, + "n_ref": 2365 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1201, + "IoU": 0.0, + "TN": 621391, + "TP": 0, + "n_pred": 1201, + "n_ref": 0 + }, + "14": { + "Dice": 0.9162716040165739, + "FN": 649, + "FP": 1594, + "IoU": 0.8454808487186553, + "TN": 608076, + "TP": 12273, + "n_pred": 13867, + "n_ref": 12922 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 622592, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.005292596379382931, + "FN": 16530, + "FP": 9, + "IoU": 0.0026533196647168787, + "TN": 606009, + "TP": 44, + "n_pred": 53, + "n_ref": 16574 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 669, + "IoU": 0.0, + "TN": 621923, + "TP": 0, + "n_pred": 669, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 622488, + "TP": 0, + "n_pred": 104, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 622592, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5527296174236996, + "FN": 11933, + "FP": 553, + "IoU": 0.3819117865452205, + "TN": 602391, + "TP": 7715, + "n_pred": 8268, + "n_ref": 19648 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 818, + "IoU": 0.0, + "TN": 621774, + "TP": 0, + "n_pred": 818, + "n_ref": 0 + }, + "8": { + "Dice": 0.5249202062361895, + "FN": 84, + "FP": 1851, + "IoU": 0.3558588548601864, + "TN": 619588, + "TP": 1069, + "n_pred": 2920, + "n_ref": 1153 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2339, + "IoU": 0.0, + "TN": 620253, + "TP": 0, + "n_pred": 2339, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 20611, + "IoU": 0.0, + "TN": 225149, + "TP": 0, + "n_pred": 20611, + "n_ref": 0 + }, + "10": { + "Dice": 0.6049550775932481, + "FN": 4188, + "FP": 4518, + "IoU": 0.4336455893832943, + "TN": 230388, + "TP": 6666, + "n_pred": 11184, + "n_ref": 10854 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3072, + "FP": 0, + "IoU": 0.0, + "TN": 242688, + "TP": 0, + "n_pred": 0, + "n_ref": 3072 + }, + "13": { + "Dice": 0.10274178969569148, + "FN": 2593, + "FP": 3363, + "IoU": 0.05415277116087026, + "TN": 239463, + "TP": 341, + "n_pred": 3704, + "n_ref": 2934 + }, + "14": { + "Dice": 0.4153327265913593, + "FN": 9666, + "FP": 1255, + "IoU": 0.2620945945945946, + "TN": 230960, + "TP": 3879, + "n_pred": 5134, + "n_ref": 13545 + }, + "15": { + "Dice": 0.0347900477650246, + "FN": 10375, + "FP": 3164, + "IoU": 0.017702967423637816, + "TN": 231977, + "TP": 244, + "n_pred": 3408, + "n_ref": 10619 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1171, + "IoU": 0.0, + "TN": 244589, + "TP": 0, + "n_pred": 1171, + "n_ref": 0 + }, + "3": { + "Dice": 0.11613774476704929, + "FN": 130, + "FP": 1179, + "IoU": 0.06164874551971326, + "TN": 244365, + "TP": 86, + "n_pred": 1265, + "n_ref": 216 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1139, + "IoU": 0.0, + "TN": 244621, + "TP": 0, + "n_pred": 1139, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 245695, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7881, + "IoU": 0.0, + "TN": 237879, + "TP": 0, + "n_pred": 7881, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 57, + "FP": 3398, + "IoU": 0.0, + "TN": 242305, + "TP": 0, + "n_pred": 3398, + "n_ref": 57 + }, + "9": { + "Dice": 0.11538461538461539, + "FN": 184, + "FP": 0, + "IoU": 0.061224489795918366, + "TN": 245564, + "TP": 12, + "n_pred": 12, + "n_ref": 196 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 18119, + "IoU": 0.0, + "TN": 211257, + "TP": 0, + "n_pred": 18119, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 6926, + "IoU": 0.0, + "TN": 222450, + "TP": 0, + "n_pred": 6926, + "n_ref": 0 + }, + "11": { + "Dice": 0.09181969949916527, + "FN": 2165, + "FP": 11, + "IoU": 0.048118985126859144, + "TN": 227090, + "TP": 110, + "n_pred": 121, + "n_ref": 2275 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 794, + "IoU": 0.0, + "TN": 228582, + "TP": 0, + "n_pred": 794, + "n_ref": 0 + }, + "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": 720, + "IoU": 0.0, + "TN": 228656, + "TP": 0, + "n_pred": 720, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4462, + "IoU": 0.0, + "TN": 224914, + "TP": 0, + "n_pred": 4462, + "n_ref": 0 + }, + "3": { + "Dice": 0.23889156884815352, + "FN": 16896, + "FP": 11504, + "IoU": 0.13564841586267767, + "TN": 196519, + "TP": 4457, + "n_pred": 15961, + "n_ref": 21353 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 4254, + "FP": 0, + "IoU": 0.0, + "TN": 225122, + "TP": 0, + "n_pred": 0, + "n_ref": 4254 + }, + "6": { + "Dice": 0.8473903552292121, + "FN": 714, + "FP": 824, + "IoU": 0.7351928374655647, + "TN": 223568, + "TP": 4270, + "n_pred": 5094, + "n_ref": 4984 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2921, + "IoU": 0.0, + "TN": 226455, + "TP": 0, + "n_pred": 2921, + "n_ref": 0 + }, + "8": { + "Dice": 0.8337700145560407, + "FN": 963, + "FP": 750, + "IoU": 0.7149276085871193, + "TN": 223367, + "TP": 4296, + "n_pred": 5046, + "n_ref": 5259 + }, + "9": { + "Dice": 0.0, + "FN": 1594, + "FP": 0, + "IoU": 0.0, + "TN": 227782, + "TP": 0, + "n_pred": 0, + "n_ref": 1594 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5776552850507835, + "FN": 3078, + "FP": 5197, + "IoU": 0.40612889335438496, + "TN": 133522, + "TP": 5659, + "n_pred": 10856, + "n_ref": 8737 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4052, + "IoU": 0.0, + "TN": 143404, + "TP": 0, + "n_pred": 4052, + "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": 2009, + "IoU": 0.0, + "TN": 145447, + "TP": 0, + "n_pred": 2009, + "n_ref": 0 + }, + "14": { + "Dice": 0.004735256134309083, + "FN": 0, + "FP": 9248, + "IoU": 0.0023732470334412083, + "TN": 138186, + "TP": 22, + "n_pred": 9270, + "n_ref": 22 + }, + "15": { + "Dice": 0.02629757785467128, + "FN": 5228, + "FP": 400, + "IoU": 0.01332398316970547, + "TN": 141752, + "TP": 76, + "n_pred": 476, + "n_ref": 5304 + }, + "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": 70, + "IoU": 0.0, + "TN": 147386, + "TP": 0, + "n_pred": 70, + "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": 12995, + "IoU": 0.0, + "TN": 134461, + "TP": 0, + "n_pred": 12995, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 1723, + "FP": 756, + "IoU": 0.0, + "TN": 144977, + "TP": 0, + "n_pred": 756, + "n_ref": 1723 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 867, + "IoU": 0.0, + "TN": 146589, + "TP": 0, + "n_pred": 867, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1008, + "IoU": 0.0, + "TN": 130064, + "TP": 0, + "n_pred": 1008, + "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": 490, + "IoU": 0.0, + "TN": 130582, + "TP": 0, + "n_pred": 490, + "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": 15, + "IoU": 0.0, + "TN": 131057, + "TP": 0, + "n_pred": 15, + "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": 346, + "IoU": 0.0, + "TN": 130726, + "TP": 0, + "n_pred": 346, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3202, + "FP": 0, + "IoU": 0.0, + "TN": 127870, + "TP": 0, + "n_pred": 0, + "n_ref": 3202 + }, + "6": { + "Dice": 0.23310762138020458, + "FN": 2259, + "FP": 3064, + "IoU": 0.13193085453359427, + "TN": 124940, + "TP": 809, + "n_pred": 3873, + "n_ref": 3068 + }, + "7": { + "Dice": 0.0, + "FN": 18, + "FP": 11935, + "IoU": 0.0, + "TN": 119119, + "TP": 0, + "n_pred": 11935, + "n_ref": 18 + }, + "8": { + "Dice": 0.5821240105540897, + "FN": 127, + "FP": 2407, + "IoU": 0.41056059548732265, + "TN": 126773, + "TP": 1765, + "n_pred": 4172, + "n_ref": 1892 + }, + "9": { + "Dice": 0.0, + "FN": 47, + "FP": 3, + "IoU": 0.0, + "TN": 131022, + "TP": 0, + "n_pred": 3, + "n_ref": 47 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 170, + "IoU": 0.0, + "TN": 114518, + "TP": 0, + "n_pred": 170, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 630, + "IoU": 0.0, + "TN": 114058, + "TP": 0, + "n_pred": 630, + "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": 2407, + "FP": 63, + "IoU": 0.0, + "TN": 112218, + "TP": 0, + "n_pred": 63, + "n_ref": 2407 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 21087, + "IoU": 0.0, + "TN": 93601, + "TP": 0, + "n_pred": 21087, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 998, + "IoU": 0.0, + "TN": 113690, + "TP": 0, + "n_pred": 998, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 285, + "IoU": 0.0, + "TN": 114403, + "TP": 0, + "n_pred": 285, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 114667, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 114687, + "TP": 0, + "n_pred": 1, + "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": 12, + "IoU": 0.0, + "TN": 114676, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10646, + "IoU": 0.0, + "TN": 104042, + "TP": 0, + "n_pred": 10646, + "n_ref": 0 + }, + "8": { + "Dice": 0.3848768054375531, + "FN": 134, + "FP": 1314, + "IoU": 0.2382956338769069, + "TN": 112787, + "TP": 453, + "n_pred": 1767, + "n_ref": 587 + }, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0027938281795669567, + "FN": 15586, + "FP": 119, + "IoU": 0.001398868188465696, + "TN": 230033, + "TP": 22, + "n_pred": 141, + "n_ref": 15608 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 367, + "IoU": 0.0, + "TN": 245393, + "TP": 0, + "n_pred": 367, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 245737, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 809, + "FP": 3160, + "IoU": 0.0, + "TN": 241791, + "TP": 0, + "n_pred": 3160, + "n_ref": 809 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 491, + "IoU": 0.0, + "TN": 245269, + "TP": 0, + "n_pred": 491, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 1372, + "FP": 0, + "IoU": 0.0, + "TN": 244388, + "TP": 0, + "n_pred": 0, + "n_ref": 1372 + }, + "3": { + "Dice": 0.0, + "FN": 184, + "FP": 0, + "IoU": 0.0, + "TN": 245576, + "TP": 0, + "n_pred": 0, + "n_ref": 184 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5812, + "IoU": 0.0, + "TN": 239948, + "TP": 0, + "n_pred": 5812, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 29, + "FP": 0, + "IoU": 0.0, + "TN": 245731, + "TP": 0, + "n_pred": 0, + "n_ref": 29 + }, + "6": { + "Dice": 0.11029394149917351, + "FN": 24525, + "FP": 12614, + "IoU": 0.05836566009989605, + "TN": 206319, + "TP": 2302, + "n_pred": 14916, + "n_ref": 26827 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 13050, + "IoU": 0.0, + "TN": 232710, + "TP": 0, + "n_pred": 13050, + "n_ref": 0 + }, + "8": { + "Dice": 0.585273867473578, + "FN": 4955, + "FP": 4502, + "IoU": 0.41370117792932426, + "TN": 229630, + "TP": 6673, + "n_pred": 11175, + "n_ref": 11628 + }, + "9": { + "Dice": 0.008231755580180465, + "FN": 4799, + "FP": 1466, + "IoU": 0.004132888253059927, + "TN": 239469, + "TP": 26, + "n_pred": 1492, + "n_ref": 4825 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0330.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": 0.9899174784389154, + "FN": 629, + "FP": 21, + "IoU": 0.9800362418993213, + "TN": 114897, + "TP": 31909, + "n_pred": 31930, + "n_ref": 32538 + }, + "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": 130, + "IoU": 0.0, + "TN": 147326, + "TP": 0, + "n_pred": 130, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9650354051927617, + "FN": 1052, + "FP": 59, + "IoU": 0.9324332542723347, + "TN": 131013, + "TP": 15332, + "n_pred": 15391, + "n_ref": 16384 + }, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5692, + "IoU": 0.0, + "TN": 108996, + "TP": 0, + "n_pred": 5692, + "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": 0.0, + "FN": 0, + "FP": 164, + "IoU": 0.0, + "TN": 114524, + "TP": 0, + "n_pred": 164, + "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": 1607, + "FP": 0, + "IoU": 0.0, + "TN": 113081, + "TP": 0, + "n_pred": 0, + "n_ref": 1607 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 114686, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.3989283974671213, + "FN": 249, + "FP": 7155, + "IoU": 0.24916337085488288, + "TN": 104827, + "TP": 2457, + "n_pred": 9612, + "n_ref": 2706 + }, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 495, + "FP": 0, + "IoU": 0.0, + "TN": 245265, + "TP": 0, + "n_pred": 0, + "n_ref": 495 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 344, + "IoU": 0.0, + "TN": 245416, + "TP": 0, + "n_pred": 344, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2847, + "FP": 0, + "IoU": 0.0, + "TN": 242913, + "TP": 0, + "n_pred": 0, + "n_ref": 2847 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 995, + "IoU": 0.0, + "TN": 244765, + "TP": 0, + "n_pred": 995, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 4443, + "FP": 0, + "IoU": 0.0, + "TN": 241317, + "TP": 0, + "n_pred": 0, + "n_ref": 4443 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9371633752244165, + "FN": 1201, + "FP": 654, + "IoU": 0.8817567567567568, + "TN": 230072, + "TP": 13833, + "n_pred": 14487, + "n_ref": 15034 + }, + "7": { + "Dice": 0.0, + "FN": 964, + "FP": 185, + "IoU": 0.0, + "TN": 244611, + "TP": 0, + "n_pred": 185, + "n_ref": 964 + }, + "8": { + "Dice": 0.0, + "FN": 329, + "FP": 0, + "IoU": 0.0, + "TN": 245431, + "TP": 0, + "n_pred": 0, + "n_ref": 329 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 663, + "IoU": 0.0, + "TN": 245097, + "TP": 0, + "n_pred": 663, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 14617, + "IoU": 0.0, + "TN": 280295, + "TP": 0, + "n_pred": 14617, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 1647, + "FP": 0, + "IoU": 0.0, + "TN": 293265, + "TP": 0, + "n_pred": 0, + "n_ref": 1647 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2063, + "IoU": 0.0, + "TN": 292849, + "TP": 0, + "n_pred": 2063, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/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": 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": 28, + "IoU": 0.0, + "TN": 98276, + "TP": 0, + "n_pred": 28, + "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": 17474, + "FP": 0, + "IoU": 0.0, + "TN": 80830, + "TP": 0, + "n_pred": 0, + "n_ref": 17474 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 98272, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 172, + "IoU": 0.0, + "TN": 98132, + "TP": 0, + "n_pred": 172, + "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": 16, + "IoU": 0.0, + "TN": 98288, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8411, + "IoU": 0.0, + "TN": 89893, + "TP": 0, + "n_pred": 8411, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 268, + "IoU": 0.0, + "TN": 98036, + "TP": 0, + "n_pred": 268, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0388.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": 0, + "FP": 4, + "IoU": 0.0, + "TN": 163836, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "14": { + "Dice": 0.6786981648585623, + "FN": 2017, + "FP": 4321, + "IoU": 0.5136586863106201, + "TN": 150808, + "TP": 6694, + "n_pred": 11015, + "n_ref": 8711 + }, + "15": { + "Dice": 0.36881363959270663, + "FN": 4873, + "FP": 5789, + "IoU": 0.22610147347027654, + "TN": 150063, + "TP": 3115, + "n_pred": 8904, + "n_ref": 7988 + }, + "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": 1035, + "IoU": 0.0, + "TN": 162805, + "TP": 0, + "n_pred": 1035, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9516281624805445, + "FN": 757, + "FP": 828, + "IoU": 0.9077200745225896, + "TN": 146664, + "TP": 15591, + "n_pred": 16419, + "n_ref": 16348 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 13978, + "IoU": 0.0, + "TN": 149862, + "TP": 0, + "n_pred": 13978, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.12318508459518204, + "FN": 1632.5555555555554, + "FP": 1644.3400000000001, + "IoU": 0.09600052293361593, + "TN": 242230.8866666667, + "TP": 1344.4844444444445, + "n_pred": 2988.824444444444, + "n_ref": 2977.0400000000004 + }, + "mean": { + "1": { + "Dice": 0.21300557220121574, + "FN": 1661.6, + "FP": 2900.0, + "IoU": 0.17040395475963555, + "TN": 239738.03333333333, + "TP": 2552.633333333333, + "n_pred": 5452.633333333333, + "n_ref": 4214.233333333334 + }, + "10": { + "Dice": 0.0298993197912231, + "FN": 1582.3333333333333, + "FP": 1959.0333333333333, + "IoU": 0.018088480641406713, + "TN": 243191.2, + "TP": 119.7, + "n_pred": 2078.733333333333, + "n_ref": 1702.0333333333333 + }, + "11": { + "Dice": 0.0, + "FN": 177.83333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 246674.43333333332, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 177.83333333333334 + }, + "12": { + "Dice": 0.0, + "FN": 124.3, + "FP": 0.0, + "IoU": 0.0, + "TN": 246727.96666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 124.3 + }, + "13": { + "Dice": 0.03547009515390557, + "FN": 1140.0, + "FP": 1002.9666666666667, + "IoU": 0.020219802180496477, + "TN": 244607.53333333333, + "TP": 101.76666666666667, + "n_pred": 1104.7333333333333, + "n_ref": 1241.7666666666667 + }, + "14": { + "Dice": 0.36883647790273066, + "FN": 160.0, + "FP": 2965.3333333333335, + "IoU": 0.33165425010206606, + "TN": 239345.76666666666, + "TP": 4381.166666666667, + "n_pred": 7346.5, + "n_ref": 4541.166666666667 + }, + "15": { + "Dice": 0.0881047559600284, + "FN": 1023.2666666666667, + "FP": 171.4, + "IoU": 0.06432379026919073, + "TN": 245196.0, + "TP": 461.6, + "n_pred": 633.0, + "n_ref": 1484.8666666666666 + }, + "2": { + "Dice": 0.12975448109775917, + "FN": 2849.0666666666666, + "FP": 1412.7666666666667, + "IoU": 0.09374912762871458, + "TN": 241391.33333333334, + "TP": 1199.1, + "n_pred": 2611.866666666667, + "n_ref": 4048.1666666666665 + }, + "3": { + "Dice": 0.12001645694848516, + "FN": 5157.866666666667, + "FP": 1646.3, + "IoU": 0.07547691488916863, + "TN": 238616.1, + "TP": 1432.0, + "n_pred": 3078.3, + "n_ref": 6589.866666666667 + }, + "4": { + "Dice": 0.16049453603094155, + "FN": 899.2333333333333, + "FP": 367.8, + "IoU": 0.1182335861946239, + "TN": 245276.73333333334, + "TP": 308.5, + "n_pred": 676.3, + "n_ref": 1207.7333333333333 + }, + "5": { + "Dice": 0.0, + "FN": 490.6333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 246361.63333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 490.6333333333333 + }, + "6": { + "Dice": 0.33234991531374997, + "FN": 5279.2, + "FP": 5568.833333333333, + "IoU": 0.2642019014925331, + "TN": 229019.26666666666, + "TP": 6984.966666666666, + "n_pred": 12553.8, + "n_ref": 12264.166666666666 + }, + "7": { + "Dice": 0.11520734364829203, + "FN": 1947.4333333333334, + "FP": 6150.633333333333, + "IoU": 0.08515803817172996, + "TN": 236933.13333333333, + "TP": 1821.0666666666666, + "n_pred": 7971.7, + "n_ref": 3768.5 + }, + "8": { + "Dice": 0.2546373148793993, + "FN": 990.3666666666667, + "FP": 520.0333333333333, + "IoU": 0.1984979976746735, + "TN": 244537.1, + "TP": 804.7666666666667, + "n_pred": 1324.8, + "n_ref": 1795.1333333333334 + }, + "9": { + "Dice": 0.0, + "FN": 1005.2, + "FP": 0.0, + "IoU": 0.0, + "TN": 245847.06666666668, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1005.2 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 393180, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "10": { + "Dice": 0.04374418295439436, + "FN": 7446, + "FP": 6938, + "IoU": 0.022361177190239924, + "TN": 378503, + "TP": 329, + "n_pred": 7267, + "n_ref": 7775 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 393216, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 393216, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 8591, + "IoU": 0.0, + "TN": 384625, + "TP": 0, + "n_pred": 8591, + "n_ref": 0 + }, + "14": { + "Dice": 0.893675042435373, + "FN": 287, + "FP": 3534, + "IoU": 0.807787112027768, + "TN": 373337, + "TP": 16058, + "n_pred": 19592, + "n_ref": 16345 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 370, + "IoU": 0.0, + "TN": 392846, + "TP": 0, + "n_pred": 370, + "n_ref": 0 + }, + "2": { + "Dice": 0.9162623606533091, + "FN": 2045, + "FP": 216, + "IoU": 0.8454651083316246, + "TN": 378585, + "TP": 12370, + "n_pred": 12586, + "n_ref": 14415 + }, + "3": { + "Dice": 0.2067061143984221, + "FN": 1842, + "FP": 169, + "IoU": 0.11526616805983282, + "TN": 390943, + "TP": 262, + "n_pred": 431, + "n_ref": 2104 + }, + "4": { + "Dice": 0.0, + "FN": 12358, + "FP": 0, + "IoU": 0.0, + "TN": 380858, + "TP": 0, + "n_pred": 0, + "n_ref": 12358 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 393216, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6432826013793251, + "FN": 24344, + "FP": 42431, + "IoU": 0.4741463491463491, + "TN": 266232, + "TP": 60209, + "n_pred": 102640, + "n_ref": 84553 + }, + "7": { + "Dice": 0.01000603812645562, + "FN": 646, + "FP": 10831, + "IoU": 0.005028175119202428, + "TN": 381681, + "TP": 58, + "n_pred": 10889, + "n_ref": 704 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 393216, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 1674, + "FP": 0, + "IoU": 0.0, + "TN": 391542, + "TP": 0, + "n_pred": 0, + "n_ref": 1674 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.007391359755320505, + "FN": 371, + "FP": 7418, + "IoU": 0.0037093885904323355, + "TN": 385398, + "TP": 29, + "n_pred": 7447, + "n_ref": 400 + }, + "10": { + "Dice": 0.050969072164948455, + "FN": 4673, + "FP": 6834, + "IoU": 0.0261509817197021, + "TN": 381400, + "TP": 309, + "n_pred": 7143, + "n_ref": 4982 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 393216, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 393216, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2005, + "IoU": 0.0, + "TN": 391211, + "TP": 0, + "n_pred": 2005, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 9694, + "IoU": 0.0, + "TN": 383522, + "TP": 0, + "n_pred": 9694, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 393216, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2936, + "IoU": 0.0, + "TN": 390280, + "TP": 0, + "n_pred": 2936, + "n_ref": 0 + }, + "3": { + "Dice": 0.425581067756022, + "FN": 15400, + "FP": 4989, + "IoU": 0.27030992770739387, + "TN": 365274, + "TP": 7553, + "n_pred": 12542, + "n_ref": 22953 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 393216, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 393216, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.13307433180063438, + "FN": 29907, + "FP": 5350, + "IoU": 0.07127993045860444, + "TN": 355253, + "TP": 2706, + "n_pred": 8056, + "n_ref": 32613 + }, + "7": { + "Dice": 0.0, + "FN": 436, + "FP": 20377, + "IoU": 0.0, + "TN": 372403, + "TP": 0, + "n_pred": 20377, + "n_ref": 436 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 8817, + "IoU": 0.0, + "TN": 384399, + "TP": 0, + "n_pred": 8817, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 393216, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8059775073178247, + "FN": 3230, + "FP": 3067, + "IoU": 0.6750103220478944, + "TN": 472144, + "TP": 13079, + "n_pred": 16146, + "n_ref": 16309 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 11514, + "IoU": 0.0, + "TN": 480006, + "TP": 0, + "n_pred": 11514, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 491520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 491520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 711, + "IoU": 0.0, + "TN": 490809, + "TP": 0, + "n_pred": 711, + "n_ref": 0 + }, + "14": { + "Dice": 0.7832167832167832, + "FN": 2532, + "FP": 2025, + "IoU": 0.6436781609195402, + "TN": 478731, + "TP": 8232, + "n_pred": 10257, + "n_ref": 10764 + }, + "15": { + "Dice": 0.0, + "FN": 3753, + "FP": 0, + "IoU": 0.0, + "TN": 487767, + "TP": 0, + "n_pred": 0, + "n_ref": 3753 + }, + "2": { + "Dice": 0.06554730384242816, + "FN": 15287, + "FP": 2077, + "IoU": 0.03388415957269237, + "TN": 473547, + "TP": 609, + "n_pred": 2686, + "n_ref": 15896 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3490, + "IoU": 0.0, + "TN": 488030, + "TP": 0, + "n_pred": 3490, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 491520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 30, + "FP": 0, + "IoU": 0.0, + "TN": 491490, + "TP": 0, + "n_pred": 0, + "n_ref": 30 + }, + "6": { + "Dice": 0.013938956981494832, + "FN": 6682, + "FP": 5627, + "IoU": 0.007018393030009681, + "TN": 479124, + "TP": 87, + "n_pred": 5714, + "n_ref": 6769 + }, + "7": { + "Dice": 0.0, + "FN": 776, + "FP": 133, + "IoU": 0.0, + "TN": 490611, + "TP": 0, + "n_pred": 133, + "n_ref": 776 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 185, + "IoU": 0.0, + "TN": 491335, + "TP": 0, + "n_pred": 185, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 6017, + "FP": 0, + "IoU": 0.0, + "TN": 485503, + "TP": 0, + "n_pred": 0, + "n_ref": 6017 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 425984, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0008990110878034162, + "FN": 3242, + "FP": 3426, + "IoU": 0.000449707690001499, + "TN": 419313, + "TP": 3, + "n_pred": 3429, + "n_ref": 3245 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 425984, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 425984, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.20439495550213, + "FN": 16447, + "FP": 2416, + "IoU": 0.11383068683641831, + "TN": 404698, + "TP": 2423, + "n_pred": 4839, + "n_ref": 18870 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 425984, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 425984, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6345, + "IoU": 0.0, + "TN": 419639, + "TP": 0, + "n_pred": 6345, + "n_ref": 0 + }, + "3": { + "Dice": 0.00728000728000728, + "FN": 10206, + "FP": 703, + "IoU": 0.0036533016713855147, + "TN": 415035, + "TP": 40, + "n_pred": 743, + "n_ref": 10246 + }, + "4": { + "Dice": 0.0, + "FN": 3877, + "FP": 113, + "IoU": 0.0, + "TN": 421994, + "TP": 0, + "n_pred": 113, + "n_ref": 3877 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 425984, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 671, + "IoU": 0.0, + "TN": 425313, + "TP": 0, + "n_pred": 671, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 1300, + "FP": 4859, + "IoU": 0.0, + "TN": 419825, + "TP": 0, + "n_pred": 4859, + "n_ref": 1300 + }, + "8": { + "Dice": 0.7294997662459093, + "FN": 1793, + "FP": 1100, + "IoU": 0.5741831027377098, + "TN": 419190, + "TP": 3901, + "n_pred": 5001, + "n_ref": 5694 + }, + "9": { + "Dice": 0.0, + "FN": 650, + "FP": 0, + "IoU": 0.0, + "TN": 425334, + "TP": 0, + "n_pred": 0, + "n_ref": 650 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5169789227166276, + "FN": 1396, + "FP": 254, + "IoU": 0.3485984998026056, + "TN": 374299, + "TP": 883, + "n_pred": 1137, + "n_ref": 2279 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 172, + "IoU": 0.0, + "TN": 376660, + "TP": 0, + "n_pred": 172, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 376832, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 465, + "FP": 0, + "IoU": 0.0, + "TN": 376367, + "TP": 0, + "n_pred": 0, + "n_ref": 465 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 376828, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1534, + "IoU": 0.0, + "TN": 375298, + "TP": 0, + "n_pred": 1534, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 376832, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 376832, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.4476763785215507, + "FN": 10743, + "FP": 726, + "IoU": 0.2883911397902835, + "TN": 360715, + "TP": 4648, + "n_pred": 5374, + "n_ref": 15391 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 376832, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 6194, + "FP": 0, + "IoU": 0.0, + "TN": 370638, + "TP": 0, + "n_pred": 0, + "n_ref": 6194 + }, + "6": { + "Dice": 0.0, + "FN": 52, + "FP": 1175, + "IoU": 0.0, + "TN": 375605, + "TP": 0, + "n_pred": 1175, + "n_ref": 52 + }, + "7": { + "Dice": 0.0, + "FN": 88, + "FP": 1759, + "IoU": 0.0, + "TN": 374985, + "TP": 0, + "n_pred": 1759, + "n_ref": 88 + }, + "8": { + "Dice": 0.7140707298720843, + "FN": 742, + "FP": 778, + "IoU": 0.5552954944411936, + "TN": 373414, + "TP": 1898, + "n_pred": 2676, + "n_ref": 2640 + }, + "9": { + "Dice": 0.0, + "FN": 1614, + "FP": 0, + "IoU": 0.0, + "TN": 375218, + "TP": 0, + "n_pred": 0, + "n_ref": 1614 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.26531897474652055, + "FN": 16585, + "FP": 6747, + "IoU": 0.15294971864222182, + "TN": 398439, + "TP": 4213, + "n_pred": 10960, + "n_ref": 20798 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1889, + "IoU": 0.0, + "TN": 424095, + "TP": 0, + "n_pred": 1889, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 425984, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 425984, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.07057256990679095, + "FN": 757, + "FP": 639, + "IoU": 0.03657694962042788, + "TN": 424535, + "TP": 53, + "n_pred": 692, + "n_ref": 810 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 702, + "IoU": 0.0, + "TN": 425282, + "TP": 0, + "n_pred": 702, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 209, + "IoU": 0.0, + "TN": 425775, + "TP": 0, + "n_pred": 209, + "n_ref": 0 + }, + "2": { + "Dice": 0.017170586039567004, + "FN": 756, + "FP": 1877, + "IoU": 0.008659638554216868, + "TN": 423328, + "TP": 23, + "n_pred": 1900, + "n_ref": 779 + }, + "3": { + "Dice": 0.0, + "FN": 6354, + "FP": 939, + "IoU": 0.0, + "TN": 418691, + "TP": 0, + "n_pred": 939, + "n_ref": 6354 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 425984, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 425984, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6348730077483806, + "FN": 7260, + "FP": 13427, + "IoU": 0.4650651634257344, + "TN": 387312, + "TP": 17985, + "n_pred": 31412, + "n_ref": 25245 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3439, + "IoU": 0.0, + "TN": 422545, + "TP": 0, + "n_pred": 3439, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 123, + "IoU": 0.0, + "TN": 425861, + "TP": 0, + "n_pred": 123, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 5809, + "FP": 0, + "IoU": 0.0, + "TN": 420175, + "TP": 0, + "n_pred": 0, + "n_ref": 5809 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 163836, + "TP": 0, + "n_pred": 4, + "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": 0, + "FP": 26, + "IoU": 0.0, + "TN": 163814, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 445, + "IoU": 0.0, + "TN": 163395, + "TP": 0, + "n_pred": 445, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 163794, + "TP": 0, + "n_pred": 46, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8842496285289747, + "FN": 3116, + "FP": 0, + "IoU": 0.7925156478891996, + "TN": 181590, + "TP": 11902, + "n_pred": 11902, + "n_ref": 15018 + }, + "10": { + "Dice": 0.453381076986641, + "FN": 847, + "FP": 3122, + "IoU": 0.2931433659839715, + "TN": 190993, + "TP": 1646, + "n_pred": 4768, + "n_ref": 2493 + }, + "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": 0.36543466944299846, + "FN": 129, + "FP": 1090, + "IoU": 0.22356687898089173, + "TN": 195038, + "TP": 351, + "n_pred": 1441, + "n_ref": 480 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 293, + "IoU": 0.0, + "TN": 196315, + "TP": 0, + "n_pred": 293, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 912, + "IoU": 0.0, + "TN": 195696, + "TP": 0, + "n_pred": 912, + "n_ref": 0 + }, + "2": { + "Dice": 0.35546832406498746, + "FN": 11260, + "FP": 562, + "IoU": 0.21615170401803474, + "TN": 181526, + "TP": 3260, + "n_pred": 3822, + "n_ref": 14520 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7544, + "IoU": 0.0, + "TN": 189064, + "TP": 0, + "n_pred": 7544, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 196601, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3469, + "FP": 0, + "IoU": 0.0, + "TN": 193139, + "TP": 0, + "n_pred": 0, + "n_ref": 3469 + }, + "6": { + "Dice": 0.17386968085106383, + "FN": 989, + "FP": 3981, + "IoU": 0.09521208811214273, + "TN": 191115, + "TP": 523, + "n_pred": 4504, + "n_ref": 1512 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2302, + "IoU": 0.0, + "TN": 194306, + "TP": 0, + "n_pred": 2302, + "n_ref": 0 + }, + "8": { + "Dice": 0.06412825651302605, + "FN": 253, + "FP": 1148, + "IoU": 0.033126293995859216, + "TN": 195159, + "TP": 48, + "n_pred": 1196, + "n_ref": 301 + }, + "9": { + "Dice": 0.0, + "FN": 8960, + "FP": 0, + "IoU": 0.0, + "TN": 187648, + "TP": 0, + "n_pred": 0, + "n_ref": 8960 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.29480751253505566, + "FN": 11858, + "FP": 4738, + "IoU": 0.17288811363070022, + "TN": 225695, + "TP": 3469, + "n_pred": 8207, + "n_ref": 15327 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 245731, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "14": { + "Dice": 0.9981896842686632, + "FN": 80, + "FP": 38, + "IoU": 0.9963859111791731, + "TN": 213110, + "TP": 32532, + "n_pred": 32570, + "n_ref": 32612 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 245751, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1252, + "IoU": 0.0, + "TN": 244508, + "TP": 0, + "n_pred": 1252, + "n_ref": 0 + }, + "3": { + "Dice": 0.2564102564102564, + "FN": 12008, + "FP": 491, + "IoU": 0.14705882352941177, + "TN": 231106, + "TP": 2155, + "n_pred": 2646, + "n_ref": 14163 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 11341, + "IoU": 0.0, + "TN": 234419, + "TP": 0, + "n_pred": 11341, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1852, + "IoU": 0.0, + "TN": 243908, + "TP": 0, + "n_pred": 1852, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 231, + "IoU": 0.0, + "TN": 261913, + "TP": 0, + "n_pred": 231, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 816, + "IoU": 0.0, + "TN": 261328, + "TP": 0, + "n_pred": 816, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1587, + "FP": 0, + "IoU": 0.0, + "TN": 260557, + "TP": 0, + "n_pred": 0, + "n_ref": 1587 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1764, + "IoU": 0.0, + "TN": 260380, + "TP": 0, + "n_pred": 1764, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2495, + "IoU": 0.0, + "TN": 259649, + "TP": 0, + "n_pred": 2495, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 262140, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2311, + "IoU": 0.0, + "TN": 259833, + "TP": 0, + "n_pred": 2311, + "n_ref": 0 + }, + "3": { + "Dice": 0.05951532430506058, + "FN": 20781, + "FP": 331, + "IoU": 0.030670339761248853, + "TN": 240364, + "TP": 668, + "n_pred": 999, + "n_ref": 21449 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8717497211950461, + "FN": 261, + "FP": 1924, + "IoU": 0.7726563312870669, + "TN": 252533, + "TP": 7426, + "n_pred": 9350, + "n_ref": 7687 + }, + "7": { + "Dice": 0.4014184039170158, + "FN": 463, + "FP": 46971, + "IoU": 0.2511091112900425, + "TN": 198805, + "TP": 15905, + "n_pred": 62876, + "n_ref": 16368 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 907, + "IoU": 0.0, + "TN": 146549, + "TP": 0, + "n_pred": 907, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 4238, + "FP": 0, + "IoU": 0.0, + "TN": 143218, + "TP": 0, + "n_pred": 0, + "n_ref": 4238 + }, + "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": 2587, + "FP": 0, + "IoU": 0.0, + "TN": 144869, + "TP": 0, + "n_pred": 0, + "n_ref": 2587 + }, + "14": { + "Dice": 0.5838122780686019, + "FN": 253, + "FP": 11116, + "IoU": 0.41224215478467663, + "TN": 128113, + "TP": 7974, + "n_pred": 19090, + "n_ref": 8227 + }, + "15": { + "Dice": 0.7172437396611716, + "FN": 2344, + "FP": 2613, + "IoU": 0.5591426538598363, + "TN": 136212, + "TP": 6287, + "n_pred": 8900, + "n_ref": 8631 + }, + "2": { + "Dice": 0.5494732996407478, + "FN": 6065, + "FP": 1334, + "IoU": 0.37880950381999834, + "TN": 135545, + "TP": 4512, + "n_pred": 5846, + "n_ref": 10577 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1435, + "IoU": 0.0, + "TN": 146021, + "TP": 0, + "n_pred": 1435, + "n_ref": 0 + }, + "4": { + "Dice": 0.6579599933873368, + "FN": 2069, + "FP": 0, + "IoU": 0.49026853904902684, + "TN": 143397, + "TP": 1990, + "n_pred": 1990, + "n_ref": 4059 + }, + "5": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 147435, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "6": { + "Dice": 0.8747161467670611, + "FN": 5923, + "FP": 2463, + "IoU": 0.7773293327314729, + "TN": 109795, + "TP": 29275, + "n_pred": 31738, + "n_ref": 35198 + }, + "7": { + "Dice": 0.0, + "FN": 2072, + "FP": 4971, + "IoU": 0.0, + "TN": 140413, + "TP": 0, + "n_pred": 4971, + "n_ref": 2072 + }, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0133.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": 3057, + "IoU": 0.0, + "TN": 160783, + "TP": 0, + "n_pred": 3057, + "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": 1727, + "IoU": 0.0, + "TN": 162113, + "TP": 0, + "n_pred": 1727, + "n_ref": 0 + }, + "14": { + "Dice": 0.840275958431578, + "FN": 185, + "FP": 3473, + "IoU": 0.7245481927710843, + "TN": 150560, + "TP": 9622, + "n_pred": 13095, + "n_ref": 9807 + }, + "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": 3098, + "IoU": 0.0, + "TN": 160742, + "TP": 0, + "n_pred": 3098, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 1290, + "FP": 922, + "IoU": 0.0, + "TN": 161628, + "TP": 0, + "n_pred": 922, + "n_ref": 1290 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 10561, + "IoU": 0.0, + "TN": 153279, + "TP": 0, + "n_pred": 10561, + "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": 37, + "IoU": 0.0, + "TN": 163803, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "7": { + "Dice": 0.34187857842884406, + "FN": 12759, + "FP": 0, + "IoU": 0.20618428420332235, + "TN": 147767, + "TP": 3314, + "n_pred": 3314, + "n_ref": 16073 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 163817, + "TP": 0, + "n_pred": 23, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1673, + "FP": 0, + "IoU": 0.0, + "TN": 342391, + "TP": 0, + "n_pred": 0, + "n_ref": 1673 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2057, + "IoU": 0.0, + "TN": 342007, + "TP": 0, + "n_pred": 2057, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 344064, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 344064, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1557, + "IoU": 0.0, + "TN": 342507, + "TP": 0, + "n_pred": 1557, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 14711, + "IoU": 0.0, + "TN": 329353, + "TP": 0, + "n_pred": 14711, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 344062, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2546, + "IoU": 0.0, + "TN": 341518, + "TP": 0, + "n_pred": 2546, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 344042, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 344064, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 344064, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 7872, + "IoU": 0.0, + "TN": 336192, + "TP": 0, + "n_pred": 7872, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 356, + "IoU": 0.0, + "TN": 343708, + "TP": 0, + "n_pred": 356, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 344064, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 344064, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 950, + "FP": 1594, + "IoU": 0.0, + "TN": 308752, + "TP": 0, + "n_pred": 1594, + "n_ref": 950 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1717, + "IoU": 0.0, + "TN": 309579, + "TP": 0, + "n_pred": 1717, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 85, + "IoU": 0.0, + "TN": 311211, + "TP": 0, + "n_pred": 85, + "n_ref": 0 + }, + "14": { + "Dice": 0.7901734104046243, + "FN": 604, + "FP": 122, + "IoU": 0.6531294792164357, + "TN": 309203, + "TP": 1367, + "n_pred": 1489, + "n_ref": 1971 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 141, + "IoU": 0.0, + "TN": 311155, + "TP": 0, + "n_pred": 141, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 292, + "FP": 3378, + "IoU": 0.0, + "TN": 307626, + "TP": 0, + "n_pred": 3378, + "n_ref": 292 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1649, + "IoU": 0.0, + "TN": 309647, + "TP": 0, + "n_pred": 1649, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 342, + "IoU": 0.0, + "TN": 310954, + "TP": 0, + "n_pred": 342, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4948472885933929, + "FN": 47903, + "FP": 723, + "IoU": 0.32876882514528666, + "TN": 238853, + "TP": 23817, + "n_pred": 24540, + "n_ref": 71720 + }, + "7": { + "Dice": 0.0, + "FN": 13822, + "FP": 2401, + "IoU": 0.0, + "TN": 295073, + "TP": 0, + "n_pred": 2401, + "n_ref": 13822 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 311279, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 32, + "FP": 13139, + "IoU": 0.0, + "TN": 117901, + "TP": 0, + "n_pred": 13139, + "n_ref": 32 + }, + "10": { + "Dice": 0.000395335046451868, + "FN": 2291, + "FP": 2766, + "IoU": 0.00019770660340055358, + "TN": 126014, + "TP": 1, + "n_pred": 2767, + "n_ref": 2292 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1923, + "FP": 0, + "IoU": 0.0, + "TN": 129149, + "TP": 0, + "n_pred": 0, + "n_ref": 1923 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 5621, + "IoU": 0.0, + "TN": 125451, + "TP": 0, + "n_pred": 5621, + "n_ref": 0 + }, + "14": { + "Dice": 0.9208396213472355, + "FN": 347, + "FP": 1384, + "IoU": 0.8532926519196542, + "TN": 119273, + "TP": 10068, + "n_pred": 11452, + "n_ref": 10415 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 158, + "IoU": 0.0, + "TN": 130914, + "TP": 0, + "n_pred": 158, + "n_ref": 0 + }, + "2": { + "Dice": 0.1783363965139029, + "FN": 6927, + "FP": 6932, + "IoU": 0.09789754605220334, + "TN": 115709, + "TP": 1504, + "n_pred": 8436, + "n_ref": 8431 + }, + "3": { + "Dice": 0.15379738236492912, + "FN": 16509, + "FP": 2176, + "IoU": 0.08330471471324143, + "TN": 110689, + "TP": 1698, + "n_pred": 3874, + "n_ref": 18207 + }, + "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": 0.5250058976173626, + "FN": 14570, + "FP": 1538, + "IoU": 0.35593762495002, + "TN": 106062, + "TP": 8902, + "n_pred": 10440, + "n_ref": 23472 + }, + "7": { + "Dice": 0.018580375782881003, + "FN": 7453, + "FP": 1949, + "IoU": 0.009377304815087978, + "TN": 121581, + "TP": 89, + "n_pred": 2038, + "n_ref": 7542 + }, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0180.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": 0.4619069195417179, + "FN": 314, + "FP": 7999, + "IoU": 0.3003114215975086, + "TN": 86423, + "TP": 3568, + "n_pred": 11567, + "n_ref": 3882 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.2154934246878108, + "FN": 13772, + "FP": 426, + "IoU": 0.12075798860540005, + "TN": 82156, + "TP": 1950, + "n_pred": 2376, + "n_ref": 15722 + }, + "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": 0.5, + "FN": 7, + "FP": 259, + "IoU": 0.3333333333333333, + "TN": 97905, + "TP": 133, + "n_pred": 392, + "n_ref": 140 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10730, + "IoU": 0.0, + "TN": 87574, + "TP": 0, + "n_pred": 10730, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3503, + "IoU": 0.0, + "TN": 291409, + "TP": 0, + "n_pred": 3503, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 294886, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5214, + "IoU": 0.0, + "TN": 289698, + "TP": 0, + "n_pred": 5214, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 314, + "IoU": 0.0, + "TN": 294598, + "TP": 0, + "n_pred": 314, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1154, + "IoU": 0.0, + "TN": 293758, + "TP": 0, + "n_pred": 1154, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9925748649975454, + "FN": 209, + "FP": 33, + "IoU": 0.9852591825546689, + "TN": 278495, + "TP": 16175, + "n_pred": 16208, + "n_ref": 16384 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2569, + "IoU": 0.0, + "TN": 292343, + "TP": 0, + "n_pred": 2569, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 909, + "IoU": 0.0, + "TN": 294003, + "TP": 0, + "n_pred": 909, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9619595594279139, + "FN": 796, + "FP": 361, + "IoU": 0.9267072089192956, + "TN": 246358, + "TP": 14629, + "n_pred": 14990, + "n_ref": 15425 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1499, + "IoU": 0.0, + "TN": 260645, + "TP": 0, + "n_pred": 1499, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 337, + "IoU": 0.0, + "TN": 261807, + "TP": 0, + "n_pred": 337, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2837, + "IoU": 0.0, + "TN": 259307, + "TP": 0, + "n_pred": 2837, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 262142, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "2": { + "Dice": 0.5377441655453997, + "FN": 9482, + "FP": 481, + "IoU": 0.3677497144307653, + "TN": 246386, + "TP": 5795, + "n_pred": 6276, + "n_ref": 15277 + }, + "3": { + "Dice": 0.35438558164937195, + "FN": 19361, + "FP": 10192, + "IoU": 0.21535152931180968, + "TN": 224480, + "TP": 8111, + "n_pred": 18303, + "n_ref": 27472 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1175, + "FP": 0, + "IoU": 0.0, + "TN": 260969, + "TP": 0, + "n_pred": 0, + "n_ref": 1175 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 408, + "IoU": 0.0, + "TN": 261736, + "TP": 0, + "n_pred": 408, + "n_ref": 0 + }, + "7": { + "Dice": 0.866837601145483, + "FN": 3368, + "FP": 631, + "IoU": 0.7649720834557743, + "TN": 245129, + "TP": 13016, + "n_pred": 13647, + "n_ref": 16384 + }, + "8": { + "Dice": 0.8263465282284231, + "FN": 1742, + "FP": 934, + "IoU": 0.7040805042574367, + "TN": 253101, + "TP": 6367, + "n_pred": 7301, + "n_ref": 8109 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 47, + "FP": 0, + "IoU": 0.0, + "TN": 163793, + "TP": 0, + "n_pred": 0, + "n_ref": 47 + }, + "10": { + "Dice": 0.0, + "FN": 8658, + "FP": 286, + "IoU": 0.0, + "TN": 154896, + "TP": 0, + "n_pred": 286, + "n_ref": 8658 + }, + "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": 1744, + "IoU": 0.0, + "TN": 162096, + "TP": 0, + "n_pred": 1744, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 12899, + "IoU": 0.0, + "TN": 150941, + "TP": 0, + "n_pred": 12899, + "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": 233, + "IoU": 0.0, + "TN": 163607, + "TP": 0, + "n_pred": 233, + "n_ref": 0 + }, + "3": { + "Dice": 0.5790344257210793, + "FN": 7683, + "FP": 461, + "IoU": 0.407493634048745, + "TN": 150095, + "TP": 5601, + "n_pred": 6062, + "n_ref": 13284 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 163837, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.01606425702811245, + "FN": 1, + "FP": 734, + "IoU": 0.008097165991902834, + "TN": 163099, + "TP": 6, + "n_pred": 740, + "n_ref": 7 + }, + "7": { + "Dice": 0.4102748769655504, + "FN": 4802, + "FP": 111, + "IoU": 0.25807913017215345, + "TN": 157218, + "TP": 1709, + "n_pred": 1820, + "n_ref": 6511 + }, + "8": { + "Dice": 0.4343558282208589, + "FN": 454, + "FP": 7, + "IoU": 0.2774294670846395, + "TN": 163202, + "TP": 177, + "n_pred": 184, + "n_ref": 631 + }, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 685, + "IoU": 0.0, + "TN": 163155, + "TP": 0, + "n_pred": 685, + "n_ref": 0 + }, + "10": { + "Dice": 0.13070842354362822, + "FN": 13157, + "FP": 4108, + "IoU": 0.06992404245003501, + "TN": 145277, + "TP": 1298, + "n_pred": 5406, + "n_ref": 14455 + }, + "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": 0.0001684352366515075, + "FN": 11872, + "FP": 0, + "IoU": 8.4224711530363e-05, + "TN": 151967, + "TP": 1, + "n_pred": 1, + "n_ref": 11873 + }, + "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": 8, + "FP": 0, + "IoU": 0.0, + "TN": 163832, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 726, + "IoU": 0.0, + "TN": 163114, + "TP": 0, + "n_pred": 726, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 299, + "IoU": 0.0, + "TN": 163541, + "TP": 0, + "n_pred": 299, + "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": 6, + "FP": 0, + "IoU": 0.0, + "TN": 163834, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7496688741721854, + "FN": 1770, + "FP": 876, + "IoU": 0.5995762711864406, + "TN": 91696, + "TP": 3962, + "n_pred": 4838, + "n_ref": 5732 + }, + "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": 0.9863717535010496, + "FN": 27, + "FP": 408, + "IoU": 0.9731099709464054, + "TN": 82127, + "TP": 15742, + "n_pred": 16150, + "n_ref": 15769 + }, + "15": { + "Dice": 0.0, + "FN": 464, + "FP": 0, + "IoU": 0.0, + "TN": 97840, + "TP": 0, + "n_pred": 0, + "n_ref": 464 + }, + "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": 390, + "IoU": 0.0, + "TN": 97914, + "TP": 0, + "n_pred": 390, + "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": 352, + "FP": 0, + "IoU": 0.0, + "TN": 97952, + "TP": 0, + "n_pred": 0, + "n_ref": 352 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 9503, + "IoU": 0.0, + "TN": 88801, + "TP": 0, + "n_pred": 9503, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4966, + "IoU": 0.0, + "TN": 93338, + "TP": 0, + "n_pred": 4966, + "n_ref": 0 + }, + "8": { + "Dice": 0.5421507298182902, + "FN": 9222, + "FP": 0, + "IoU": 0.3718839395177769, + "TN": 83622, + "TP": 5460, + "n_pred": 5460, + "n_ref": 14682 + }, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8546, + "IoU": 0.0, + "TN": 302750, + "TP": 0, + "n_pred": 8546, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1591, + "IoU": 0.0, + "TN": 309705, + "TP": 0, + "n_pred": 1591, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 481, + "IoU": 0.0, + "TN": 310815, + "TP": 0, + "n_pred": 481, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 311278, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 311294, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 467, + "IoU": 0.0, + "TN": 310829, + "TP": 0, + "n_pred": 467, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 2934, + "FP": 0, + "IoU": 0.0, + "TN": 308362, + "TP": 0, + "n_pred": 0, + "n_ref": 2934 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 23618, + "IoU": 0.0, + "TN": 287678, + "TP": 0, + "n_pred": 23618, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 901, + "IoU": 0.0, + "TN": 310395, + "TP": 0, + "n_pred": 901, + "n_ref": 0 + }, + "8": { + "Dice": 0.13978433918590866, + "FN": 14617, + "FP": 620, + "IoU": 0.07514415781487102, + "TN": 294821, + "TP": 1238, + "n_pred": 1858, + "n_ref": 15855 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 137, + "FP": 3954, + "IoU": 0.0, + "TN": 126981, + "TP": 0, + "n_pred": 3954, + "n_ref": 137 + }, + "10": { + "Dice": 0.0, + "FN": 2918, + "FP": 2732, + "IoU": 0.0, + "TN": 125422, + "TP": 0, + "n_pred": 2732, + "n_ref": 2918 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1341, + "FP": 0, + "IoU": 0.0, + "TN": 129731, + "TP": 0, + "n_pred": 0, + "n_ref": 1341 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 131054, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 131069, + "TP": 0, + "n_pred": 3, + "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": 157, + "IoU": 0.0, + "TN": 130915, + "TP": 0, + "n_pred": 157, + "n_ref": 0 + }, + "3": { + "Dice": 0.5006298815822625, + "FN": 19022, + "FP": 798, + "IoU": 0.3338934632834818, + "TN": 101317, + "TP": 9935, + "n_pred": 10733, + "n_ref": 28957 + }, + "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": 3272, + "IoU": 0.0, + "TN": 127800, + "TP": 0, + "n_pred": 3272, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6804, + "IoU": 0.0, + "TN": 124268, + "TP": 0, + "n_pred": 6804, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 714, + "IoU": 0.0, + "TN": 163126, + "TP": 0, + "n_pred": 714, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 955, + "IoU": 0.0, + "TN": 162885, + "TP": 0, + "n_pred": 955, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1938, + "FP": 0, + "IoU": 0.0, + "TN": 161902, + "TP": 0, + "n_pred": 0, + "n_ref": 1938 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.10185185185185185, + "FN": 18, + "FP": 370, + "IoU": 0.05365853658536585, + "TN": 163430, + "TP": 22, + "n_pred": 392, + "n_ref": 40 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 722, + "IoU": 0.0, + "TN": 163118, + "TP": 0, + "n_pred": 722, + "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": 523, + "FP": 0, + "IoU": 0.0, + "TN": 163317, + "TP": 0, + "n_pred": 0, + "n_ref": 523 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 163839, + "TP": 0, + "n_pred": 1, + "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": 0.7537938252223967, + "FN": 798, + "FP": 2966, + "IoU": 0.6048708796976695, + "TN": 154314, + "TP": 5762, + "n_pred": 8728, + "n_ref": 6560 + }, + "7": { + "Dice": 0.3623841159028638, + "FN": 2425, + "FP": 31551, + "IoU": 0.2212876166028741, + "TN": 120209, + "TP": 9655, + "n_pred": 41206, + "n_ref": 12080 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 1449, + "FP": 0, + "IoU": 0.0, + "TN": 162391, + "TP": 0, + "n_pred": 0, + "n_ref": 1449 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5810955438801323, + "FN": 4305, + "FP": 12917, + "IoU": 0.4095381767065519, + "TN": 200209, + "TP": 11945, + "n_pred": 24862, + "n_ref": 16250 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1025, + "IoU": 0.0, + "TN": 228351, + "TP": 0, + "n_pred": 1025, + "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": 0, + "FP": 44, + "IoU": 0.0, + "TN": 229332, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.10778443113772455, + "FN": 15329, + "FP": 18, + "IoU": 0.056962025316455694, + "TN": 213102, + "TP": 927, + "n_pred": 945, + "n_ref": 16256 + }, + "2": { + "Dice": 0.0, + "FN": 9405, + "FP": 5, + "IoU": 0.0, + "TN": 219966, + "TP": 0, + "n_pred": 5, + "n_ref": 9405 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5664, + "IoU": 0.0, + "TN": 223712, + "TP": 0, + "n_pred": 5664, + "n_ref": 0 + }, + "4": { + "Dice": 0.6259962948601956, + "FN": 8673, + "FP": 8, + "IoU": 0.4556001505079644, + "TN": 213430, + "TP": 7265, + "n_pred": 7273, + "n_ref": 15938 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8071536801506038, + "FN": 4826, + "FP": 3574, + "IoU": 0.6766619192424651, + "TN": 203397, + "TP": 17579, + "n_pred": 21153, + "n_ref": 22405 + }, + "7": { + "Dice": 0.0, + "FN": 8, + "FP": 12304, + "IoU": 0.0, + "TN": 217064, + "TP": 0, + "n_pred": 12304, + "n_ref": 8 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 229282, + "TP": 0, + "n_pred": 94, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1799, + "IoU": 0.0, + "TN": 293113, + "TP": 0, + "n_pred": 1799, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9687776278442138, + "FN": 133, + "FP": 538, + "IoU": 0.9394458983846223, + "TN": 283831, + "TP": 10410, + "n_pred": 10948, + "n_ref": 10543 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1595, + "IoU": 0.0, + "TN": 293317, + "TP": 0, + "n_pred": 1595, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 123, + "IoU": 0.0, + "TN": 294789, + "TP": 0, + "n_pred": 123, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.44573625240260656, + "FN": 11526, + "FP": 297, + "IoU": 0.286782891958738, + "TN": 278335, + "TP": 4754, + "n_pred": 5051, + "n_ref": 16280 + }, + "7": { + "Dice": 0.8207228915662651, + "FN": 4451, + "FP": 13, + "IoU": 0.6959542296689825, + "TN": 280230, + "TP": 10218, + "n_pred": 10231, + "n_ref": 14669 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 268, + "IoU": 0.0, + "TN": 245492, + "TP": 0, + "n_pred": 268, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 949, + "IoU": 0.0, + "TN": 244811, + "TP": 0, + "n_pred": 949, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1810, + "FP": 0, + "IoU": 0.0, + "TN": 243950, + "TP": 0, + "n_pred": 0, + "n_ref": 1810 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 209, + "IoU": 0.0, + "TN": 245551, + "TP": 0, + "n_pred": 209, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 92, + "IoU": 0.0, + "TN": 245668, + "TP": 0, + "n_pred": 92, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.538120647553586, + "FN": 9650, + "FP": 564, + "IoU": 0.36810195496164316, + "TN": 229596, + "TP": 5950, + "n_pred": 6514, + "n_ref": 15600 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3143, + "IoU": 0.0, + "TN": 242617, + "TP": 0, + "n_pred": 3143, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4523809523809524, + "FN": 76, + "FP": 62, + "IoU": 0.2923076923076923, + "TN": 245565, + "TP": 57, + "n_pred": 119, + "n_ref": 133 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 225, + "IoU": 0.0, + "TN": 245535, + "TP": 0, + "n_pred": 225, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 92, + "IoU": 0.0, + "TN": 245668, + "TP": 0, + "n_pred": 92, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 3977, + "FP": 0, + "IoU": 0.0, + "TN": 241783, + "TP": 0, + "n_pred": 0, + "n_ref": 3977 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 577, + "IoU": 0.0, + "TN": 130495, + "TP": 0, + "n_pred": 577, + "n_ref": 0 + }, + "10": { + "Dice": 0.007587253414264037, + "FN": 0, + "FP": 1308, + "IoU": 0.003808073115003808, + "TN": 129759, + "TP": 5, + "n_pred": 1313, + "n_ref": 5 + }, + "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": 0.14432989690721648, + "FN": 2390, + "FP": 17, + "IoU": 0.07777777777777778, + "TN": 128462, + "TP": 203, + "n_pred": 220, + "n_ref": 2593 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 130979, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "15": { + "Dice": 0.5846479245615581, + "FN": 8742, + "FP": 684, + "IoU": 0.41307596513075967, + "TN": 115012, + "TP": 6634, + "n_pred": 7318, + "n_ref": 15376 + }, + "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": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 131030, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8784981748652877, + "FN": 888, + "FP": 510, + "IoU": 0.7833230006199629, + "TN": 124620, + "TP": 5054, + "n_pred": 5564, + "n_ref": 5942 + }, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6711, + "IoU": 0.0, + "TN": 140745, + "TP": 0, + "n_pred": 6711, + "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": 604, + "IoU": 0.0, + "TN": 146852, + "TP": 0, + "n_pred": 604, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6870, + "IoU": 0.0, + "TN": 140586, + "TP": 0, + "n_pred": 6870, + "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": 0.9062223130920739, + "FN": 1752, + "FP": 1000, + "IoU": 0.8285251417533803, + "TN": 131407, + "TP": 13297, + "n_pred": 14297, + "n_ref": 15049 + }, + "7": { + "Dice": 0.10891008396510965, + "FN": 3554, + "FP": 7377, + "IoU": 0.05759117165272868, + "TN": 135857, + "TP": 668, + "n_pred": 8045, + "n_ref": 4222 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 244, + "IoU": 0.0, + "TN": 147212, + "TP": 0, + "n_pred": 244, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6837025663522702, + "FN": 3582, + "FP": 7954, + "IoU": 0.5194134310948175, + "TN": 172604, + "TP": 12468, + "n_pred": 20422, + "n_ref": 16050 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 196598, + "TP": 0, + "n_pred": 10, + "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": 0.9936728685084257, + "FN": 38, + "FP": 164, + "IoU": 0.9874252988047809, + "TN": 180544, + "TP": 15862, + "n_pred": 16026, + "n_ref": 15900 + }, + "15": { + "Dice": 0.0, + "FN": 66, + "FP": 2, + "IoU": 0.0, + "TN": 196540, + "TP": 0, + "n_pred": 2, + "n_ref": 66 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3716, + "IoU": 0.0, + "TN": 192892, + "TP": 0, + "n_pred": 3716, + "n_ref": 0 + }, + "3": { + "Dice": 0.2494279176201373, + "FN": 13537, + "FP": 239, + "IoU": 0.14248366013071895, + "TN": 180543, + "TP": 2289, + "n_pred": 2528, + "n_ref": 15826 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 544, + "FP": 0, + "IoU": 0.0, + "TN": 196064, + "TP": 0, + "n_pred": 0, + "n_ref": 544 + }, + "6": { + "Dice": 0.06651385057694549, + "FN": 1290, + "FP": 22737, + "IoU": 0.034400996664389345, + "TN": 171725, + "TP": 856, + "n_pred": 23593, + "n_ref": 2146 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3792, + "IoU": 0.0, + "TN": 192816, + "TP": 0, + "n_pred": 3792, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0371.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.1110778674894515, + "FN": 1326.8533333333332, + "FP": 2125.3355555555554, + "IoU": 0.0902286286057361, + "TN": 314348.2244444444, + "TP": 1141.4533333333334, + "n_pred": 3266.7888888888892, + "n_ref": 2468.306666666666 + }, + "mean": { + "1": { + "Dice": 0.280266778987028, + "FN": 1282.1, + "FP": 3075.0666666666666, + "IoU": 0.2380875138535936, + "TN": 310419.06666666665, + "TP": 4165.633333333333, + "n_pred": 7240.7, + "n_ref": 5447.733333333334 + }, + "10": { + "Dice": 0.013180886986123064, + "FN": 802.3666666666667, + "FP": 628.1666666666666, + "IoU": 0.007280687143382697, + "TN": 317445.6666666667, + "TP": 65.66666666666667, + "n_pred": 693.8333333333334, + "n_ref": 868.0333333333333 + }, + "11": { + "Dice": 0.0, + "FN": 320.8333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 318621.0333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 320.8333333333333 + }, + "12": { + "Dice": 0.0, + "FN": 112.36666666666666, + "FP": 0.0, + "IoU": 0.0, + "TN": 318829.5, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 112.36666666666666 + }, + "13": { + "Dice": 0.0, + "FN": 1109.3, + "FP": 0.0, + "IoU": 0.0, + "TN": 317832.56666666665, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1109.3 + }, + "14": { + "Dice": 0.5208386467067172, + "FN": 264.9, + "FP": 2445.0666666666666, + "IoU": 0.46566925098156947, + "TN": 311305.4666666667, + "TP": 4926.433333333333, + "n_pred": 7371.5, + "n_ref": 5191.333333333333 + }, + "15": { + "Dice": 0.08586589760982165, + "FN": 1214.9333333333334, + "FP": 2671.3, + "IoU": 0.05929253856103326, + "TN": 314115.8333333333, + "TP": 939.8, + "n_pred": 3611.1, + "n_ref": 2154.733333333333 + }, + "2": { + "Dice": 0.033109089124276334, + "FN": 2630.8, + "FP": 1389.0, + "IoU": 0.021291474961065673, + "TN": 314801.36666666664, + "TP": 120.7, + "n_pred": 1509.7, + "n_ref": 2751.5 + }, + "3": { + "Dice": 0.06759618142194483, + "FN": 2359.366666666667, + "FP": 2006.0666666666666, + "IoU": 0.0434230629721542, + "TN": 313674.0, + "TP": 902.4333333333333, + "n_pred": 2908.5, + "n_ref": 3261.8 + }, + "4": { + "Dice": 0.12267947794727704, + "FN": 683.1333333333333, + "FP": 1063.4, + "IoU": 0.08872952343213164, + "TN": 316957.23333333334, + "TP": 238.1, + "n_pred": 1301.5, + "n_ref": 921.2333333333333 + }, + "5": { + "Dice": 0.0, + "FN": 795.2, + "FP": 0.0, + "IoU": 0.0, + "TN": 318146.6666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 795.2 + }, + "6": { + "Dice": 0.17677585435032106, + "FN": 3608.6, + "FP": 6337.8, + "IoU": 0.12548693115883897, + "TN": 306809.4, + "TP": 2186.0666666666666, + "n_pred": 8523.866666666667, + "n_ref": 5794.666666666667 + }, + "7": { + "Dice": 0.1102183585016569, + "FN": 4075.266666666667, + "FP": 10480.233333333334, + "IoU": 0.07935785581313338, + "TN": 301788.3333333333, + "TP": 2598.0333333333333, + "n_pred": 13078.266666666666, + "n_ref": 6673.3 + }, + "8": { + "Dice": 0.2556368407066066, + "FN": 209.26666666666668, + "FP": 1783.9333333333334, + "IoU": 0.22481059020913868, + "TN": 315969.73333333334, + "TP": 978.9333333333333, + "n_pred": 2762.866666666667, + "n_ref": 1188.2 + }, + "9": { + "Dice": 0.0, + "FN": 434.3666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 318507.5, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 434.3666666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 180208, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 180177, + "TP": 0, + "n_pred": 47, + "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": 4921, + "FP": 0, + "IoU": 0.0, + "TN": 175303, + "TP": 0, + "n_pred": 0, + "n_ref": 4921 + }, + "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": 120, + "IoU": 0.0, + "TN": 180104, + "TP": 0, + "n_pred": 120, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 204, + "IoU": 0.0, + "TN": 180020, + "TP": 0, + "n_pred": 204, + "n_ref": 0 + }, + "4": { + "Dice": 0.5466377440347071, + "FN": 625, + "FP": 2, + "IoU": 0.3761194029850746, + "TN": 179219, + "TP": 378, + "n_pred": 380, + "n_ref": 1003 + }, + "5": { + "Dice": 0.0, + "FN": 3983, + "FP": 0, + "IoU": 0.0, + "TN": 176241, + "TP": 0, + "n_pred": 0, + "n_ref": 3983 + }, + "6": { + "Dice": 0.6504995043087013, + "FN": 8597, + "FP": 569, + "IoU": 0.48202983725135623, + "TN": 162528, + "TP": 8530, + "n_pred": 9099, + "n_ref": 17127 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5720, + "IoU": 0.0, + "TN": 174504, + "TP": 0, + "n_pred": 5720, + "n_ref": 0 + }, + "8": { + "Dice": 0.7487972508591065, + "FN": 325, + "FP": 1137, + "IoU": 0.5984619609997254, + "TN": 176583, + "TP": 2179, + "n_pred": 3316, + "n_ref": 2504 + }, + "9": { + "Dice": 0.0, + "FN": 62, + "FP": 0, + "IoU": 0.0, + "TN": 180162, + "TP": 0, + "n_pred": 0, + "n_ref": 62 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 196601, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 1885, + "FP": 948, + "IoU": 0.0, + "TN": 193775, + "TP": 0, + "n_pred": 948, + "n_ref": 1885 + }, + "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": 8952, + "FP": 0, + "IoU": 0.0, + "TN": 187656, + "TP": 0, + "n_pred": 0, + "n_ref": 8952 + }, + "14": { + "Dice": 0.9149889045793826, + "FN": 217, + "FP": 1890, + "IoU": 0.8432991224155882, + "TN": 183162, + "TP": 11339, + "n_pred": 13229, + "n_ref": 11556 + }, + "15": { + "Dice": 0.4847284728472847, + "FN": 7495, + "FP": 1092, + "IoU": 0.31989545382543955, + "TN": 183982, + "TP": 4039, + "n_pred": 5131, + "n_ref": 11534 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4575, + "IoU": 0.0, + "TN": 192033, + "TP": 0, + "n_pred": 4575, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 440, + "IoU": 0.0, + "TN": 196168, + "TP": 0, + "n_pred": 440, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 726, + "IoU": 0.0, + "TN": 195882, + "TP": 0, + "n_pred": 726, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 32, + "FP": 577, + "IoU": 0.0, + "TN": 195999, + "TP": 0, + "n_pred": 577, + "n_ref": 32 + }, + "7": { + "Dice": 0.5853598774885146, + "FN": 6794, + "FP": 6744, + "IoU": 0.41378713085649954, + "TN": 173514, + "TP": 9556, + "n_pred": 16300, + "n_ref": 16350 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 3203, + "FP": 0, + "IoU": 0.0, + "TN": 193405, + "TP": 0, + "n_pred": 0, + "n_ref": 3203 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0011.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": 1316, + "FP": 0, + "IoU": 0.0, + "TN": 64220, + "TP": 0, + "n_pred": 0, + "n_ref": 1316 + }, + "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": 9699, + "FP": 0, + "IoU": 0.0, + "TN": 55837, + "TP": 0, + "n_pred": 0, + "n_ref": 9699 + }, + "14": { + "Dice": 0.9274045857446341, + "FN": 464, + "FP": 1518, + "IoU": 0.8646359786914356, + "TN": 50894, + "TP": 12660, + "n_pred": 14178, + "n_ref": 13124 + }, + "15": { + "Dice": 0.0, + "FN": 2415, + "FP": 0, + "IoU": 0.0, + "TN": 63121, + "TP": 0, + "n_pred": 0, + "n_ref": 2415 + }, + "2": { + "Dice": 0.0, + "FN": 230, + "FP": 118, + "IoU": 0.0, + "TN": 65188, + "TP": 0, + "n_pred": 118, + "n_ref": 230 + }, + "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": 0.7869359159282918, + "FN": 1558, + "FP": 510, + "IoU": 0.6487175131645999, + "TN": 59649, + "TP": 3819, + "n_pred": 4329, + "n_ref": 5377 + }, + "9": { + "Dice": 0.0, + "FN": 439, + "FP": 0, + "IoU": 0.0, + "TN": 65097, + "TP": 0, + "n_pred": 0, + "n_ref": 439 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/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": 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": 0.9924369618459359, + "FN": 470, + "FP": 21, + "IoU": 0.9849874640738703, + "TN": 98366, + "TP": 32215, + "n_pred": 32236, + "n_ref": 32685 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 12139, + "IoU": 0.0, + "TN": 118933, + "TP": 0, + "n_pred": 12139, + "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": 0.0, + "FN": 0, + "FP": 1403, + "IoU": 0.0, + "TN": 129669, + "TP": 0, + "n_pred": 1403, + "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": 0, + "FP": 3, + "IoU": 0.0, + "TN": 131069, + "TP": 0, + "n_pred": 3, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.29744639708809645, + "FN": 12353, + "FP": 0, + "IoU": 0.17470603955104222, + "TN": 230792, + "TP": 2615, + "n_pred": 2615, + "n_ref": 14968 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 13137, + "IoU": 0.0, + "TN": 232623, + "TP": 0, + "n_pred": 13137, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 245752, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 62, + "IoU": 0.0, + "TN": 245698, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 4, + "FP": 9542, + "IoU": 0.0, + "TN": 236214, + "TP": 0, + "n_pred": 9542, + "n_ref": 4 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 20321, + "IoU": 0.0, + "TN": 225439, + "TP": 0, + "n_pred": 20321, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 139, + "IoU": 0.0, + "TN": 245621, + "TP": 0, + "n_pred": 139, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9740958605664488, + "FN": 2100, + "FP": 278, + "IoU": 0.9494998831998981, + "TN": 247823, + "TP": 44711, + "n_pred": 44989, + "n_ref": 46811 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4220, + "IoU": 0.0, + "TN": 290692, + "TP": 0, + "n_pred": 4220, + "n_ref": 0 + }, + "3": { + "Dice": 0.4051665533650578, + "FN": 10788, + "FP": 2337, + "IoU": 0.25404944586530265, + "TN": 277317, + "TP": 4470, + "n_pred": 6807, + "n_ref": 15258 + }, + "4": { + "Dice": 0.7904330418291012, + "FN": 1908, + "FP": 81, + "IoU": 0.6534843205574913, + "TN": 289172, + "TP": 3751, + "n_pred": 3832, + "n_ref": 5659 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.24030037546933666, + "FN": 3696, + "FP": 1160, + "IoU": 0.13655761024182078, + "TN": 289288, + "TP": 768, + "n_pred": 1928, + "n_ref": 4464 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2966, + "IoU": 0.0, + "TN": 291946, + "TP": 0, + "n_pred": 2966, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 327656, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2021, + "FP": 0, + "IoU": 0.0, + "TN": 325659, + "TP": 0, + "n_pred": 0, + "n_ref": 2021 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 327677, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "14": { + "Dice": 0.49706957581384553, + "FN": 149, + "FP": 8518, + "IoU": 0.3307335907335907, + "TN": 314730, + "TP": 4283, + "n_pred": 12801, + "n_ref": 4432 + }, + "15": { + "Dice": 0.0, + "FN": 2243, + "FP": 834, + "IoU": 0.0, + "TN": 324603, + "TP": 0, + "n_pred": 834, + "n_ref": 2243 + }, + "2": { + "Dice": 0.44366197183098594, + "FN": 316, + "FP": 0, + "IoU": 0.2850678733031674, + "TN": 327238, + "TP": 126, + "n_pred": 126, + "n_ref": 442 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 327660, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6661909858484957, + "FN": 1311, + "FP": 1496, + "IoU": 0.4994650499286733, + "TN": 322072, + "TP": 2801, + "n_pred": 4297, + "n_ref": 4112 + }, + "7": { + "Dice": 0.02688045272341429, + "FN": 16156, + "FP": 352, + "IoU": 0.013623326959847037, + "TN": 310944, + "TP": 228, + "n_pred": 580, + "n_ref": 16384 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 78, + "IoU": 0.0, + "TN": 327602, + "TP": 0, + "n_pred": 78, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 2020, + "FP": 0, + "IoU": 0.0, + "TN": 325660, + "TP": 0, + "n_pred": 0, + "n_ref": 2020 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9867353995096498, + "FN": 422, + "FP": 0, + "IoU": 0.9738180915746371, + "TN": 131338, + "TP": 15696, + "n_pred": 15696, + "n_ref": 16118 + }, + "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": 0.0, + "FN": 48, + "FP": 0, + "IoU": 0.0, + "TN": 147408, + "TP": 0, + "n_pred": 0, + "n_ref": 48 + }, + "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": 1291, + "IoU": 0.0, + "TN": 146165, + "TP": 0, + "n_pred": 1291, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 76, + "IoU": 0.0, + "TN": 147380, + "TP": 0, + "n_pred": 76, + "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": 2579, + "IoU": 0.0, + "TN": 144877, + "TP": 0, + "n_pred": 2579, + "n_ref": 0 + }, + "7": { + "Dice": 0.721261132152728, + "FN": 5495, + "FP": 2674, + "IoU": 0.5640409862311879, + "TN": 128718, + "TP": 10569, + "n_pred": 13243, + "n_ref": 16064 + }, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0059.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": 39, + "FP": 0, + "IoU": 0.0, + "TN": 196569, + "TP": 0, + "n_pred": 0, + "n_ref": 39 + }, + "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": 1236, + "IoU": 0.0, + "TN": 195372, + "TP": 0, + "n_pred": 1236, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 558, + "IoU": 0.0, + "TN": 196050, + "TP": 0, + "n_pred": 558, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 196565, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 208, + "FP": 14, + "IoU": 0.0, + "TN": 196386, + "TP": 0, + "n_pred": 14, + "n_ref": 208 + }, + "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": 0.22702660437476788, + "FN": 39543, + "FP": 0, + "IoU": 0.12804851157662625, + "TN": 151258, + "TP": 5807, + "n_pred": 5807, + "n_ref": 45350 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 13818, + "IoU": 0.0, + "TN": 182790, + "TP": 0, + "n_pred": 13818, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1493, + "IoU": 0.0, + "TN": 260651, + "TP": 0, + "n_pred": 1493, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 100, + "IoU": 0.0, + "TN": 262044, + "TP": 0, + "n_pred": 100, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2712, + "FP": 0, + "IoU": 0.0, + "TN": 259432, + "TP": 0, + "n_pred": 0, + "n_ref": 2712 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 390, + "FP": 1020, + "IoU": 0.0, + "TN": 260734, + "TP": 0, + "n_pred": 1020, + "n_ref": 390 + }, + "2": { + "Dice": 0.0, + "FN": 48, + "FP": 11, + "IoU": 0.0, + "TN": 262085, + "TP": 0, + "n_pred": 11, + "n_ref": 48 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 262104, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 136, + "IoU": 0.0, + "TN": 262008, + "TP": 0, + "n_pred": 136, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 2289, + "FP": 0, + "IoU": 0.0, + "TN": 259855, + "TP": 0, + "n_pred": 0, + "n_ref": 2289 + }, + "6": { + "Dice": 0.5759395915565471, + "FN": 2080, + "FP": 391, + "IoU": 0.40443480356712463, + "TN": 257995, + "TP": 1678, + "n_pred": 2069, + "n_ref": 3758 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1381, + "IoU": 0.0, + "TN": 260763, + "TP": 0, + "n_pred": 1381, + "n_ref": 0 + }, + "8": { + "Dice": 0.810632383599722, + "FN": 1851, + "FP": 329, + "IoU": 0.6815658778848963, + "TN": 255298, + "TP": 4666, + "n_pred": 4995, + "n_ref": 6517 + }, + "9": { + "Dice": 0.0, + "FN": 187, + "FP": 0, + "IoU": 0.0, + "TN": 261957, + "TP": 0, + "n_pred": 0, + "n_ref": 187 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9261080657791699, + "FN": 1463, + "FP": 896, + "IoU": 0.862384785905962, + "TN": 441610, + "TP": 14783, + "n_pred": 15679, + "n_ref": 16246 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 458750, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1728, + "FP": 0, + "IoU": 0.0, + "TN": 457024, + "TP": 0, + "n_pred": 0, + "n_ref": 1728 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 458752, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 458752, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 458752, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 360, + "IoU": 0.0, + "TN": 458392, + "TP": 0, + "n_pred": 360, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1306, + "IoU": 0.0, + "TN": 457446, + "TP": 0, + "n_pred": 1306, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 125, + "IoU": 0.0, + "TN": 458627, + "TP": 0, + "n_pred": 125, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 458752, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 458752, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8499083565270518, + "FN": 2121, + "FP": 4512, + "IoU": 0.7389918545626254, + "TN": 433339, + "TP": 18780, + "n_pred": 23292, + "n_ref": 20901 + }, + "7": { + "Dice": 0.0, + "FN": 2323, + "FP": 67, + "IoU": 0.0, + "TN": 456362, + "TP": 0, + "n_pred": 67, + "n_ref": 2323 + }, + "8": { + "Dice": 0.9554641171487354, + "FN": 300, + "FP": 436, + "IoU": 0.9147259877186884, + "TN": 450121, + "TP": 7895, + "n_pred": 8331, + "n_ref": 8195 + }, + "9": { + "Dice": 0.0, + "FN": 3247, + "FP": 0, + "IoU": 0.0, + "TN": 455505, + "TP": 0, + "n_pred": 0, + "n_ref": 3247 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5483, + "IoU": 0.0, + "TN": 158357, + "TP": 0, + "n_pred": 5483, + "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": 0.9462422227343056, + "FN": 20, + "FP": 1613, + "IoU": 0.8979693845673227, + "TN": 147835, + "TP": 14372, + "n_pred": 15985, + "n_ref": 14392 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 379, + "IoU": 0.0, + "TN": 163461, + "TP": 0, + "n_pred": 379, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7966, + "IoU": 0.0, + "TN": 155874, + "TP": 0, + "n_pred": 7966, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 674, + "IoU": 0.0, + "TN": 163166, + "TP": 0, + "n_pred": 674, + "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": 10124, + "IoU": 0.0, + "TN": 153716, + "TP": 0, + "n_pred": 10124, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 612, + "IoU": 0.0, + "TN": 163228, + "TP": 0, + "n_pred": 612, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 186, + "IoU": 0.0, + "TN": 442182, + "TP": 0, + "n_pred": 186, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3006, + "IoU": 0.0, + "TN": 439362, + "TP": 0, + "n_pred": 3006, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 442368, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 442368, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 442368, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.3875187647437272, + "FN": 3135, + "FP": 8289, + "IoU": 0.24032451123819656, + "TN": 427330, + "TP": 3614, + "n_pred": 11903, + "n_ref": 6749 + }, + "15": { + "Dice": 0.10595115239078087, + "FN": 23, + "FP": 2576, + "IoU": 0.055938975662913185, + "TN": 439615, + "TP": 154, + "n_pred": 2730, + "n_ref": 177 + }, + "2": { + "Dice": 0.0, + "FN": 22479, + "FP": 418, + "IoU": 0.0, + "TN": 419471, + "TP": 0, + "n_pred": 418, + "n_ref": 22479 + }, + "3": { + "Dice": 0.49014460320192804, + "FN": 3045, + "FP": 20649, + "IoU": 0.3246301627568908, + "TN": 407285, + "TP": 11389, + "n_pred": 32038, + "n_ref": 14434 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 442368, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 442368, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.15226912682881372, + "FN": 291, + "FP": 8806, + "IoU": 0.0824087149485576, + "TN": 432454, + "TP": 817, + "n_pred": 9623, + "n_ref": 1108 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8354, + "IoU": 0.0, + "TN": 434014, + "TP": 0, + "n_pred": 8354, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1218, + "IoU": 0.0, + "TN": 441150, + "TP": 0, + "n_pred": 1218, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 442368, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 31, + "FP": 4712, + "IoU": 0.0, + "TN": 257401, + "TP": 0, + "n_pred": 4712, + "n_ref": 31 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4086, + "IoU": 0.0, + "TN": 258058, + "TP": 0, + "n_pred": 4086, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1932, + "IoU": 0.0, + "TN": 260212, + "TP": 0, + "n_pred": 1932, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 262101, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 109, + "IoU": 0.0, + "TN": 262035, + "TP": 0, + "n_pred": 109, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.3911545549234837, + "FN": 7132, + "FP": 467, + "IoU": 0.24312749003984063, + "TN": 252104, + "TP": 2441, + "n_pred": 2908, + "n_ref": 9573 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.014820999895626762, + "FN": 4469, + "FP": 14409, + "IoU": 0.007465825446898002, + "TN": 243124, + "TP": 142, + "n_pred": 14551, + "n_ref": 4611 + }, + "7": { + "Dice": 0.0, + "FN": 13427, + "FP": 12686, + "IoU": 0.0, + "TN": 236031, + "TP": 0, + "n_pred": 12686, + "n_ref": 13427 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 17061, + "IoU": 0.0, + "TN": 245083, + "TP": 0, + "n_pred": 17061, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 72, + "FP": 11, + "IoU": 0.0, + "TN": 655277, + "TP": 0, + "n_pred": 11, + "n_ref": 72 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 337, + "IoU": 0.0, + "TN": 655023, + "TP": 0, + "n_pred": 337, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 655360, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 655360, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 655360, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9310925458195712, + "FN": 9, + "FP": 2119, + "IoU": 0.8710693729172978, + "TN": 638855, + "TP": 14377, + "n_pred": 16496, + "n_ref": 14386 + }, + "15": { + "Dice": 0.2077922077922078, + "FN": 48, + "FP": 13, + "IoU": 0.11594202898550725, + "TN": 655291, + "TP": 8, + "n_pred": 21, + "n_ref": 56 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 596, + "IoU": 0.0, + "TN": 654764, + "TP": 0, + "n_pred": 596, + "n_ref": 0 + }, + "3": { + "Dice": 0.5032679738562091, + "FN": 19829, + "FP": 83, + "IoU": 0.33624454148471616, + "TN": 625361, + "TP": 10087, + "n_pred": 10170, + "n_ref": 29916 + }, + "4": { + "Dice": 0.02235132736222061, + "FN": 4641, + "FP": 19591, + "IoU": 0.011301970704639112, + "TN": 630851, + "TP": 277, + "n_pred": 19868, + "n_ref": 4918 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 655360, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.26923881221246343, + "FN": 20751, + "FP": 7205, + "IoU": 0.15556092551199177, + "TN": 622254, + "TP": 5150, + "n_pred": 12355, + "n_ref": 25901 + }, + "7": { + "Dice": 0.21477894079050147, + "FN": 3023, + "FP": 22108, + "IoU": 0.1203094371324559, + "TN": 626792, + "TP": 3437, + "n_pred": 25545, + "n_ref": 6460 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 655317, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 655360, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8186535966556148, + "FN": 2262, + "FP": 254, + "IoU": 0.6929835265405735, + "TN": 122877, + "TP": 5679, + "n_pred": 5933, + "n_ref": 7941 + }, + "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": 1, + "IoU": 0.0, + "TN": 131071, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 13847, + "FP": 0, + "IoU": 0.0, + "TN": 117225, + "TP": 0, + "n_pred": 0, + "n_ref": 13847 + }, + "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": 0.0, + "FN": 0, + "FP": 3877, + "IoU": 0.0, + "TN": 127195, + "TP": 0, + "n_pred": 3877, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 156, + "IoU": 0.0, + "TN": 130916, + "TP": 0, + "n_pred": 156, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 11520, + "IoU": 0.0, + "TN": 234240, + "TP": 0, + "n_pred": 11520, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4411, + "IoU": 0.0, + "TN": 241349, + "TP": 0, + "n_pred": 4411, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 863, + "FP": 0, + "IoU": 0.0, + "TN": 244897, + "TP": 0, + "n_pred": 0, + "n_ref": 863 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9952933214384594, + "FN": 47, + "FP": 106, + "IoU": 0.9906307409675444, + "TN": 229430, + "TP": 16177, + "n_pred": 16283, + "n_ref": 16224 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2765, + "IoU": 0.0, + "TN": 242995, + "TP": 0, + "n_pred": 2765, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 5303, + "FP": 0, + "IoU": 0.0, + "TN": 240457, + "TP": 0, + "n_pred": 0, + "n_ref": 5303 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1924, + "IoU": 0.0, + "TN": 243836, + "TP": 0, + "n_pred": 1924, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 388, + "IoU": 0.0, + "TN": 245372, + "TP": 0, + "n_pred": 388, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.31744762513993285, + "FN": 6169, + "FP": 2367, + "IoU": 0.18867027849063778, + "TN": 235239, + "TP": 1985, + "n_pred": 4352, + "n_ref": 8154 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1497, + "IoU": 0.0, + "TN": 244263, + "TP": 0, + "n_pred": 1497, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 112, + "FP": 10506, + "IoU": 0.0, + "TN": 235142, + "TP": 0, + "n_pred": 10506, + "n_ref": 112 + }, + "9": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 245758, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7736, + "IoU": 0.0, + "TN": 1876424, + "TP": 0, + "n_pred": 7736, + "n_ref": 0 + }, + "10": { + "Dice": 0.2044234485720421, + "FN": 13407, + "FP": 1413, + "IoU": 0.11384836163597226, + "TN": 1867436, + "TP": 1904, + "n_pred": 3317, + "n_ref": 15311 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1884160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1884160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 5817, + "FP": 0, + "IoU": 0.0, + "TN": 1878343, + "TP": 0, + "n_pred": 0, + "n_ref": 5817 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1593, + "IoU": 0.0, + "TN": 1882567, + "TP": 0, + "n_pred": 1593, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2616, + "IoU": 0.0, + "TN": 1881544, + "TP": 0, + "n_pred": 2616, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4691, + "IoU": 0.0, + "TN": 1879469, + "TP": 0, + "n_pred": 4691, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10730, + "IoU": 0.0, + "TN": 1873430, + "TP": 0, + "n_pred": 10730, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 174, + "FP": 1827, + "IoU": 0.0, + "TN": 1882159, + "TP": 0, + "n_pred": 1827, + "n_ref": 174 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1884160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 8, + "FP": 2978, + "IoU": 0.0, + "TN": 1881174, + "TP": 0, + "n_pred": 2978, + "n_ref": 8 + }, + "7": { + "Dice": 0.00014646515502421252, + "FN": 149, + "FP": 109076, + "IoU": 7.323794091529116e-05, + "TN": 1774927, + "TP": 8, + "n_pred": 109084, + "n_ref": 157 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 7464, + "IoU": 0.0, + "TN": 1876696, + "TP": 0, + "n_pred": 7464, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 1614, + "FP": 0, + "IoU": 0.0, + "TN": 1882546, + "TP": 0, + "n_pred": 0, + "n_ref": 1614 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1175, + "IoU": 0.0, + "TN": 244585, + "TP": 0, + "n_pred": 1175, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1227, + "IoU": 0.0, + "TN": 244533, + "TP": 0, + "n_pred": 1227, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 245759, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 101, + "IoU": 0.0, + "TN": 245659, + "TP": 0, + "n_pred": 101, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 522, + "IoU": 0.0, + "TN": 245238, + "TP": 0, + "n_pred": 522, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 466, + "IoU": 0.0, + "TN": 245294, + "TP": 0, + "n_pred": 466, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1666, + "IoU": 0.0, + "TN": 309630, + "TP": 0, + "n_pred": 1666, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 328, + "IoU": 0.0, + "TN": 310968, + "TP": 0, + "n_pred": 328, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1041, + "IoU": 0.0, + "TN": 310255, + "TP": 0, + "n_pred": 1041, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 34956, + "IoU": 0.0, + "TN": 276340, + "TP": 0, + "n_pred": 34956, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5864704758264858, + "FN": 4925, + "FP": 3731, + "IoU": 0.41489793159388944, + "TN": 362038, + "TP": 6138, + "n_pred": 9869, + "n_ref": 11063 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 376832, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 376832, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 376832, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 376832, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 376832, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4788, + "IoU": 0.0, + "TN": 372044, + "TP": 0, + "n_pred": 4788, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 839, + "IoU": 0.0, + "TN": 375993, + "TP": 0, + "n_pred": 839, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1428, + "IoU": 0.0, + "TN": 375404, + "TP": 0, + "n_pred": 1428, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 359, + "IoU": 0.0, + "TN": 376473, + "TP": 0, + "n_pred": 359, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3429, + "FP": 0, + "IoU": 0.0, + "TN": 373403, + "TP": 0, + "n_pred": 0, + "n_ref": 3429 + }, + "6": { + "Dice": 0.0, + "FN": 4386, + "FP": 30146, + "IoU": 0.0, + "TN": 342300, + "TP": 0, + "n_pred": 30146, + "n_ref": 4386 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 34085, + "IoU": 0.0, + "TN": 342747, + "TP": 0, + "n_pred": 34085, + "n_ref": 0 + }, + "8": { + "Dice": 0.9797225186766275, + "FN": 51, + "FP": 44, + "IoU": 0.9602510460251046, + "TN": 374442, + "TP": 2295, + "n_pred": 2339, + "n_ref": 2346 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 376832, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 393, + "IoU": 0.0, + "TN": 114295, + "TP": 0, + "n_pred": 393, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 5128, + "FP": 0, + "IoU": 0.0, + "TN": 109560, + "TP": 0, + "n_pred": 0, + "n_ref": 5128 + }, + "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": 3863, + "FP": 0, + "IoU": 0.0, + "TN": 110825, + "TP": 0, + "n_pred": 0, + "n_ref": 3863 + }, + "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": 2826, + "IoU": 0.0, + "TN": 111862, + "TP": 0, + "n_pred": 2826, + "n_ref": 0 + }, + "3": { + "Dice": 0.1455466557130143, + "FN": 12481, + "FP": 0, + "IoU": 0.0784849379799173, + "TN": 101144, + "TP": 1063, + "n_pred": 1063, + "n_ref": 13544 + }, + "4": { + "Dice": 0.08961550105964275, + "FN": 6014, + "FP": 0, + "IoU": 0.046909667194928686, + "TN": 108378, + "TP": 296, + "n_pred": 296, + "n_ref": 6310 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.1426473288048467, + "FN": 9185, + "FP": 155, + "IoU": 0.07680142334684195, + "TN": 104571, + "TP": 777, + "n_pred": 932, + "n_ref": 9962 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7945, + "IoU": 0.0, + "TN": 106743, + "TP": 0, + "n_pred": 7945, + "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": 2257, + "FP": 0, + "IoU": 0.0, + "TN": 112431, + "TP": 0, + "n_pred": 0, + "n_ref": 2257 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4416796267496112, + "FN": 2513, + "FP": 0, + "IoU": 0.2834331337325349, + "TN": 373325, + "TP": 994, + "n_pred": 994, + "n_ref": 3507 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 376832, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 376832, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 376832, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 24, + "FP": 0, + "IoU": 0.0, + "TN": 376808, + "TP": 0, + "n_pred": 0, + "n_ref": 24 + }, + "14": { + "Dice": 0.025770944352232025, + "FN": 563, + "FP": 21741, + "IoU": 0.013053674941369086, + "TN": 354233, + "TP": 295, + "n_pred": 22036, + "n_ref": 858 + }, + "15": { + "Dice": 0.7073114829245931, + "FN": 15141, + "FP": 183, + "IoU": 0.5471631205673759, + "TN": 342992, + "TP": 18516, + "n_pred": 18699, + "n_ref": 33657 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 243, + "IoU": 0.0, + "TN": 376589, + "TP": 0, + "n_pred": 243, + "n_ref": 0 + }, + "3": { + "Dice": 0.010586386568522042, + "FN": 8679, + "FP": 3284, + "IoU": 0.005321360272719714, + "TN": 364805, + "TP": 64, + "n_pred": 3348, + "n_ref": 8743 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 376832, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 376832, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 17795, + "IoU": 0.0, + "TN": 359037, + "TP": 0, + "n_pred": 17795, + "n_ref": 0 + }, + "7": { + "Dice": 0.7627185784618867, + "FN": 24417, + "FP": 741, + "IoU": 0.6164471276984999, + "TN": 311240, + "TP": 40434, + "n_pred": 41175, + "n_ref": 64851 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 376832, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 376832, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5960, + "IoU": 0.0, + "TN": 223416, + "TP": 0, + "n_pred": 5960, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 229353, + "TP": 0, + "n_pred": 23, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8993439153439153, + "FN": 1821, + "FP": 2935, + "IoU": 0.8170980271507133, + "TN": 203373, + "TP": 21247, + "n_pred": 24182, + "n_ref": 23068 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 25654, + "IoU": 0.0, + "TN": 203722, + "TP": 0, + "n_pred": 25654, + "n_ref": 0 + }, + "2": { + "Dice": 0.02171730997353773, + "FN": 10721, + "FP": 0, + "IoU": 0.010977859778597786, + "TN": 218536, + "TP": 119, + "n_pred": 119, + "n_ref": 10840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6288, + "IoU": 0.0, + "TN": 223088, + "TP": 0, + "n_pred": 6288, + "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": 2230, + "IoU": 0.0, + "TN": 227146, + "TP": 0, + "n_pred": 2230, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8112303564584132, + "FN": 2081, + "FP": 1859, + "IoU": 0.68241173625665, + "TN": 216970, + "TP": 8466, + "n_pred": 10325, + "n_ref": 10547 + }, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.47939656879511783, + "FN": 2120, + "FP": 26799, + "IoU": 0.31526732016858455, + "TN": 219910, + "TP": 13315, + "n_pred": 40114, + "n_ref": 15435 + }, + "10": { + "Dice": 0.01965163019205002, + "FN": 2139, + "FP": 4446, + "IoU": 0.009923319801533603, + "TN": 255493, + "TP": 66, + "n_pred": 4512, + "n_ref": 2205 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1016, + "IoU": 0.0, + "TN": 261128, + "TP": 0, + "n_pred": 1016, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1953, + "IoU": 0.0, + "TN": 260191, + "TP": 0, + "n_pred": 1953, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 16292, + "FP": 4371, + "IoU": 0.0, + "TN": 241481, + "TP": 0, + "n_pred": 4371, + "n_ref": 16292 + }, + "3": { + "Dice": 0.0, + "FN": 1, + "FP": 4881, + "IoU": 0.0, + "TN": 257262, + "TP": 0, + "n_pred": 4881, + "n_ref": 1 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6735, + "IoU": 0.0, + "TN": 255409, + "TP": 0, + "n_pred": 6735, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 14155, + "FP": 0, + "IoU": 0.0, + "TN": 247989, + "TP": 0, + "n_pred": 0, + "n_ref": 14155 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 14194, + "IoU": 0.0, + "TN": 247950, + "TP": 0, + "n_pred": 14194, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9911, + "IoU": 0.0, + "TN": 252233, + "TP": 0, + "n_pred": 9911, + "n_ref": 0 + }, + "8": { + "Dice": 0.01995427146123467, + "FN": 0, + "FP": 4715, + "IoU": 0.010077682133109386, + "TN": 257381, + "TP": 48, + "n_pred": 4763, + "n_ref": 48 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 11752, + "IoU": 0.0, + "TN": 397848, + "TP": 0, + "n_pred": 11752, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 409600, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 409600, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 409600, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 409600, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.965183752417795, + "FN": 5, + "FP": 1003, + "IoU": 0.9327102803738317, + "TN": 394620, + "TP": 13972, + "n_pred": 14975, + "n_ref": 13977 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 991, + "IoU": 0.0, + "TN": 408609, + "TP": 0, + "n_pred": 991, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 877, + "IoU": 0.0, + "TN": 408723, + "TP": 0, + "n_pred": 877, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1041, + "IoU": 0.0, + "TN": 408559, + "TP": 0, + "n_pred": 1041, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 409600, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 409600, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7191844825145123, + "FN": 3676, + "FP": 6241, + "IoU": 0.561505129112133, + "TN": 386984, + "TP": 12699, + "n_pred": 18940, + "n_ref": 16375 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10342, + "IoU": 0.0, + "TN": 399258, + "TP": 0, + "n_pred": 10342, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3930, + "IoU": 0.0, + "TN": 405670, + "TP": 0, + "n_pred": 3930, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 409600, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5405894396038661, + "FN": 9620, + "FP": 29, + "IoU": 0.37041628604984994, + "TN": 295970, + "TP": 5677, + "n_pred": 5706, + "n_ref": 15297 + }, + "10": { + "Dice": 0.0, + "FN": 157, + "FP": 0, + "IoU": 0.0, + "TN": 311139, + "TP": 0, + "n_pred": 0, + "n_ref": 157 + }, + "11": { + "Dice": 0.0, + "FN": 2301, + "FP": 0, + "IoU": 0.0, + "TN": 308995, + "TP": 0, + "n_pred": 0, + "n_ref": 2301 + }, + "12": { + "Dice": 0.0, + "FN": 3323, + "FP": 0, + "IoU": 0.0, + "TN": 307973, + "TP": 0, + "n_pred": 0, + "n_ref": 3323 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.3069265864786396, + "FN": 128, + "FP": 1543, + "IoU": 0.18128368446839785, + "TN": 309255, + "TP": 370, + "n_pred": 1913, + "n_ref": 498 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 14418, + "IoU": 0.0, + "TN": 296878, + "TP": 0, + "n_pred": 14418, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 2015, + "FP": 2527, + "IoU": 0.0, + "TN": 306754, + "TP": 0, + "n_pred": 2527, + "n_ref": 2015 + }, + "3": { + "Dice": 0.0, + "FN": 15750, + "FP": 190, + "IoU": 0.0, + "TN": 295356, + "TP": 0, + "n_pred": 190, + "n_ref": 15750 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 843, + "IoU": 0.0, + "TN": 310453, + "TP": 0, + "n_pred": 843, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3010259826782145, + "FN": 1939, + "FP": 24290, + "IoU": 0.1771810396210434, + "TN": 279419, + "TP": 5648, + "n_pred": 29938, + "n_ref": 7587 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6192, + "IoU": 0.0, + "TN": 305104, + "TP": 0, + "n_pred": 6192, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 310, + "IoU": 0.0, + "TN": 310986, + "TP": 0, + "n_pred": 310, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9554940441016391, + "FN": 582, + "FP": 849, + "IoU": 0.9147808480228681, + "TN": 327272, + "TP": 15361, + "n_pred": 16210, + "n_ref": 15943 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 344054, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 344064, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 344064, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 344064, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 344064, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 6425, + "IoU": 0.0, + "TN": 337639, + "TP": 0, + "n_pred": 6425, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2648, + "IoU": 0.0, + "TN": 341416, + "TP": 0, + "n_pred": 2648, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1177, + "IoU": 0.0, + "TN": 342887, + "TP": 0, + "n_pred": 1177, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 210, + "IoU": 0.0, + "TN": 343854, + "TP": 0, + "n_pred": 210, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 344064, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4566, + "IoU": 0.0, + "TN": 339498, + "TP": 0, + "n_pred": 4566, + "n_ref": 0 + }, + "7": { + "Dice": 0.4064607388400934, + "FN": 35802, + "FP": 284, + "IoU": 0.2550679162710045, + "TN": 295622, + "TP": 12356, + "n_pred": 12640, + "n_ref": 48158 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 327, + "IoU": 0.0, + "TN": 343737, + "TP": 0, + "n_pred": 327, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 344064, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0379.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": 0.5549982266808532, + "FN": 8693, + "FP": 90, + "IoU": 0.3840813464235624, + "TN": 100428, + "TP": 5477, + "n_pred": 5567, + "n_ref": 14170 + }, + "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": 3, + "IoU": 0.0, + "TN": 114685, + "TP": 0, + "n_pred": 3, + "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": 2943, + "IoU": 0.0, + "TN": 111745, + "TP": 0, + "n_pred": 2943, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8948, + "IoU": 0.0, + "TN": 171276, + "TP": 0, + "n_pred": 8948, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 180208, + "TP": 0, + "n_pred": 16, + "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": 0.5858235594084651, + "FN": 919, + "FP": 3142, + "IoU": 0.41425068512909274, + "TN": 173291, + "TP": 2872, + "n_pred": 6014, + "n_ref": 3791 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 180210, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "2": { + "Dice": 0.4616752136752137, + "FN": 7673, + "FP": 200, + "IoU": 0.3001155658280736, + "TN": 168975, + "TP": 3376, + "n_pred": 3576, + "n_ref": 11049 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4515, + "IoU": 0.0, + "TN": 175709, + "TP": 0, + "n_pred": 4515, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 209, + "IoU": 0.0, + "TN": 180015, + "TP": 0, + "n_pred": 209, + "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": 17377, + "IoU": 0.0, + "TN": 162847, + "TP": 0, + "n_pred": 17377, + "n_ref": 0 + }, + "7": { + "Dice": 0.14807113543091655, + "FN": 14672, + "FP": 897, + "IoU": 0.07995508805105779, + "TN": 163302, + "TP": 1353, + "n_pred": 2250, + "n_ref": 16025 + }, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.15503332640720216, + "FN": 1106.5600000000002, + "FP": 1435.235555555556, + "IoU": 0.12546125582309164, + "TN": 276922.9377777778, + "TP": 1247.7999999999997, + "n_pred": 2683.035555555556, + "n_ref": 2354.36 + }, + "mean": { + "1": { + "Dice": 0.2301277578713773, + "FN": 1020.3, + "FP": 2169.133333333333, + "IoU": 0.1935883241466302, + "TN": 275520.4666666667, + "TP": 2002.6333333333334, + "n_pred": 4171.766666666666, + "n_ref": 3022.9333333333334 + }, + "10": { + "Dice": 0.10464082430198433, + "FN": 1829.5333333333333, + "FP": 910.9333333333333, + "IoU": 0.08290802993496994, + "TN": 277754.8333333333, + "TP": 217.23333333333332, + "n_pred": 1128.1666666666667, + "n_ref": 2046.7666666666667 + }, + "11": { + "Dice": 0.0, + "FN": 90.43333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 280622.1, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 90.43333333333334 + }, + "12": { + "Dice": 0.0, + "FN": 26.333333333333332, + "FP": 0.0, + "IoU": 0.0, + "TN": 280686.2, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 26.333333333333332 + }, + "13": { + "Dice": 0.0007656316461080392, + "FN": 1029.7, + "FP": 5.133333333333334, + "IoU": 0.0003842869342442357, + "TN": 279677.4, + "TP": 0.3, + "n_pred": 5.433333333333334, + "n_ref": 1030.0 + }, + "14": { + "Dice": 0.43778487366936303, + "FN": 331.53333333333336, + "FP": 2220.733333333333, + "IoU": 0.3900261032564225, + "TN": 274917.63333333336, + "TP": 3242.633333333333, + "n_pred": 5463.366666666667, + "n_ref": 3574.1666666666665 + }, + "15": { + "Dice": 0.11551833071844916, + "FN": 673.5, + "FP": 1601.9333333333334, + "IoU": 0.08622558161029137, + "TN": 277640.4, + "TP": 796.7, + "n_pred": 2398.633333333333, + "n_ref": 1470.2 + }, + "2": { + "Dice": 0.09251393265104434, + "FN": 1555.9666666666667, + "FP": 2296.9, + "IoU": 0.0638599877344638, + "TN": 276503.73333333334, + "TP": 355.93333333333334, + "n_pred": 2652.8333333333335, + "n_ref": 1911.9 + }, + "3": { + "Dice": 0.0839085088056149, + "FN": 2724.6666666666665, + "FP": 1984.1333333333334, + "IoU": 0.05935825438429879, + "TN": 275402.3, + "TP": 601.4333333333333, + "n_pred": 2585.5666666666666, + "n_ref": 3326.1 + }, + "4": { + "Dice": 0.033722397846143025, + "FN": 1527.0666666666666, + "FP": 7.966666666666667, + "IoU": 0.019117620997040424, + "TN": 279033.6666666667, + "TP": 143.83333333333334, + "n_pred": 151.8, + "n_ref": 1670.9 + }, + "5": { + "Dice": 0.18862914862914862, + "FN": 221.46666666666667, + "FP": 16.6, + "IoU": 0.1364554262246727, + "TN": 280466.8, + "TP": 7.666666666666667, + "n_pred": 24.266666666666666, + "n_ref": 229.13333333333333 + }, + "6": { + "Dice": 0.3516386116300467, + "FN": 2290.8333333333335, + "FP": 2588.9333333333334, + "IoU": 0.2881056199049993, + "TN": 269694.13333333336, + "TP": 6138.633333333333, + "n_pred": 8727.566666666668, + "n_ref": 8429.466666666667 + }, + "7": { + "Dice": 0.17620464059830337, + "FN": 1240.7666666666667, + "FP": 6968.266666666666, + "IoU": 0.15067401287258056, + "TN": 269787.06666666665, + "TP": 2716.4333333333334, + "n_pred": 9684.7, + "n_ref": 3957.2 + }, + "8": { + "Dice": 0.3743408435608392, + "FN": 1246.3666666666666, + "FP": 620.4666666666667, + "IoU": 0.3166861575891626, + "TN": 276476.4, + "TP": 2369.3, + "n_pred": 2989.766666666667, + "n_ref": 3615.6666666666665 + }, + "9": { + "Dice": 0.13570439417961003, + "FN": 789.9333333333333, + "FP": 137.4, + "IoU": 0.09452943175659814, + "TN": 279660.93333333335, + "TP": 124.26666666666667, + "n_pred": 261.6666666666667, + "n_ref": 914.2 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5487, + "IoU": 0.0, + "TN": 191121, + "TP": 0, + "n_pred": 5487, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "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": 894, + "IoU": 0.0, + "TN": 195714, + "TP": 0, + "n_pred": 894, + "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": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 196602, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7250864690452424, + "FN": 11485, + "FP": 358, + "IoU": 0.5687338407195659, + "TN": 169147, + "TP": 15618, + "n_pred": 15976, + "n_ref": 27103 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 196563, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0009.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": 0.8110306873242806, + "FN": 93, + "FP": 6225, + "IoU": 0.6821292010464882, + "TN": 160348, + "TP": 13558, + "n_pred": 19783, + "n_ref": 13651 + }, + "15": { + "Dice": 0.36942870271098177, + "FN": 5134, + "FP": 3100, + "IoU": 0.2265639676873943, + "TN": 169578, + "TP": 2412, + "n_pred": 5512, + "n_ref": 7546 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 260, + "IoU": 0.0, + "TN": 179964, + "TP": 0, + "n_pred": 260, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9678, + "IoU": 0.0, + "TN": 301618, + "TP": 0, + "n_pred": 9678, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 5012, + "FP": 358, + "IoU": 0.0, + "TN": 305926, + "TP": 0, + "n_pred": 358, + "n_ref": 5012 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4329, + "FP": 0, + "IoU": 0.0, + "TN": 306967, + "TP": 0, + "n_pred": 0, + "n_ref": 4329 + }, + "14": { + "Dice": 0.7589621344090951, + "FN": 2102, + "FP": 527, + "IoU": 0.6115543735224587, + "TN": 304528, + "TP": 4139, + "n_pred": 4666, + "n_ref": 6241 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 238, + "IoU": 0.0, + "TN": 311058, + "TP": 0, + "n_pred": 238, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 311209, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1252, + "FP": 0, + "IoU": 0.0, + "TN": 310044, + "TP": 0, + "n_pred": 0, + "n_ref": 1252 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 385, + "IoU": 0.0, + "TN": 310911, + "TP": 0, + "n_pred": 385, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2173, + "IoU": 0.0, + "TN": 309123, + "TP": 0, + "n_pred": 2173, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 10846, + "IoU": 0.0, + "TN": 300450, + "TP": 0, + "n_pred": 10846, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 13778, + "FP": 0, + "IoU": 0.0, + "TN": 297518, + "TP": 0, + "n_pred": 0, + "n_ref": 13778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 1319, + "FP": 0, + "IoU": 0.0, + "TN": 260825, + "TP": 0, + "n_pred": 0, + "n_ref": 1319 + }, + "15": { + "Dice": 0.23242274966412899, + "FN": 3428, + "FP": 0, + "IoU": 0.13149227261211047, + "TN": 258197, + "TP": 519, + "n_pred": 519, + "n_ref": 3947 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 144, + "IoU": 0.0, + "TN": 262000, + "TP": 0, + "n_pred": 144, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9066764539054419, + "FN": 5594, + "FP": 0, + "IoU": 0.82928466796875, + "TN": 229376, + "TP": 27174, + "n_pred": 27174, + "n_ref": 32768 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 213, + "IoU": 0.0, + "TN": 261931, + "TP": 0, + "n_pred": 213, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 9567, + "IoU": 0.0, + "TN": 236193, + "TP": 0, + "n_pred": 9567, + "n_ref": 0 + }, + "3": { + "Dice": 0.030475915360727957, + "FN": 13425, + "FP": 0, + "IoU": 0.015473745966559108, + "TN": 232124, + "TP": 211, + "n_pred": 211, + "n_ref": 13636 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 245680, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3652720572295686, + "FN": 5856, + "FP": 0, + "IoU": 0.22344516642355125, + "TN": 369291, + "TP": 1685, + "n_pred": 1685, + "n_ref": 7541 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3447, + "IoU": 0.0, + "TN": 373385, + "TP": 0, + "n_pred": 3447, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 376832, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 376832, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 376832, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9514594213578546, + "FN": 13, + "FP": 1502, + "IoU": 0.9074130660636802, + "TN": 360469, + "TP": 14848, + "n_pred": 16350, + "n_ref": 14861 + }, + "15": { + "Dice": 0.8958039492242595, + "FN": 2122, + "FP": 242, + "IoU": 0.8112725530895737, + "TN": 364306, + "TP": 10162, + "n_pred": 10404, + "n_ref": 12284 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 945, + "IoU": 0.0, + "TN": 375887, + "TP": 0, + "n_pred": 945, + "n_ref": 0 + }, + "3": { + "Dice": 0.6074930852401308, + "FN": 1077, + "FP": 2045, + "IoU": 0.4362585771036475, + "TN": 371294, + "TP": 2416, + "n_pred": 4461, + "n_ref": 3493 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 376832, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 376832, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 98, + "IoU": 0.0, + "TN": 376734, + "TP": 0, + "n_pred": 98, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 376832, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 376832, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 376832, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8794742945496714, + "FN": 965, + "FP": 2153, + "IoU": 0.7848765006209466, + "TN": 100194, + "TP": 11376, + "n_pred": 13529, + "n_ref": 12341 + }, + "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": 0.8936500543393883, + "FN": 18, + "FP": 2722, + "IoU": 0.8077462812236879, + "TN": 100436, + "TP": 11512, + "n_pred": 14234, + "n_ref": 11530 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 299, + "IoU": 0.0, + "TN": 114389, + "TP": 0, + "n_pred": 299, + "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": 15156, + "FP": 14, + "IoU": 0.0, + "TN": 99518, + "TP": 0, + "n_pred": 14, + "n_ref": 15156 + }, + "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": 2818, + "FP": 4399, + "IoU": 0.0, + "TN": 107471, + "TP": 0, + "n_pred": 4399, + "n_ref": 2818 + }, + "7": { + "Dice": 0.0, + "FN": 5871, + "FP": 3738, + "IoU": 0.0, + "TN": 105079, + "TP": 0, + "n_pred": 3738, + "n_ref": 5871 + }, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 132, + "IoU": 0.0, + "TN": 163708, + "TP": 0, + "n_pred": 132, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 74, + "FP": 0, + "IoU": 0.0, + "TN": 163766, + "TP": 0, + "n_pred": 0, + "n_ref": 74 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 790, + "FP": 0, + "IoU": 0.0, + "TN": 163050, + "TP": 0, + "n_pred": 0, + "n_ref": 790 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9751006118509309, + "FN": 99, + "FP": 662, + "IoU": 0.951411058613204, + "TN": 148178, + "TP": 14901, + "n_pred": 15563, + "n_ref": 15000 + }, + "15": { + "Dice": 0.0070134424313267095, + "FN": 99, + "FP": 1600, + "IoU": 0.0035190615835777126, + "TN": 162135, + "TP": 6, + "n_pred": 1606, + "n_ref": 105 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1812, + "IoU": 0.0, + "TN": 162028, + "TP": 0, + "n_pred": 1812, + "n_ref": 0 + }, + "3": { + "Dice": 0.005571487095452683, + "FN": 1888, + "FP": 10249, + "IoU": 0.0027935255936241887, + "TN": 151669, + "TP": 34, + "n_pred": 10283, + "n_ref": 1922 + }, + "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": 10, + "IoU": 0.0, + "TN": 163830, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1845, + "IoU": 0.0, + "TN": 161995, + "TP": 0, + "n_pred": 1845, + "n_ref": 0 + }, + "8": { + "Dice": 0.22641509433962265, + "FN": 82, + "FP": 0, + "IoU": 0.1276595744680851, + "TN": 163746, + "TP": 12, + "n_pred": 12, + "n_ref": 94 + }, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0094.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": 39, + "FP": 0, + "IoU": 0.0, + "TN": 229337, + "TP": 0, + "n_pred": 0, + "n_ref": 39 + }, + "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": 213, + "IoU": 0.0, + "TN": 229163, + "TP": 0, + "n_pred": 213, + "n_ref": 0 + }, + "2": { + "Dice": 0.4898862956313585, + "FN": 8166, + "FP": 358, + "IoU": 0.3244035824680986, + "TN": 216759, + "TP": 4093, + "n_pred": 4451, + "n_ref": 12259 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 290, + "IoU": 0.0, + "TN": 229086, + "TP": 0, + "n_pred": 290, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1216, + "IoU": 0.0, + "TN": 228160, + "TP": 0, + "n_pred": 1216, + "n_ref": 0 + }, + "8": { + "Dice": 0.90616411464468, + "FN": 1193, + "FP": 2, + "IoU": 0.8284278535534817, + "TN": 222411, + "TP": 5770, + "n_pred": 5772, + "n_ref": 6963 + }, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 15064, + "IoU": 0.0, + "TN": 918824, + "TP": 0, + "n_pred": 15064, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 933888, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 933888, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 933888, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 933888, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 933888, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 933888, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 933888, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 989, + "IoU": 0.0, + "TN": 932899, + "TP": 0, + "n_pred": 989, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 933888, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 933888, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 329, + "IoU": 0.0, + "TN": 933559, + "TP": 0, + "n_pred": 329, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 49539, + "IoU": 0.0, + "TN": 884349, + "TP": 0, + "n_pred": 49539, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 933804, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 933888, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.86875, + "FN": 13, + "FP": 29, + "IoU": 0.7679558011049724, + "TN": 212811, + "TP": 139, + "n_pred": 168, + "n_ref": 152 + }, + "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": 0.0, + "FN": 13497, + "FP": 0, + "IoU": 0.0, + "TN": 199495, + "TP": 0, + "n_pred": 0, + "n_ref": 13497 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.02522802251115855, + "FN": 1479, + "FP": 3544, + "IoU": 0.012775157232704403, + "TN": 207904, + "TP": 65, + "n_pred": 3609, + "n_ref": 1544 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2264, + "IoU": 0.0, + "TN": 210728, + "TP": 0, + "n_pred": 2264, + "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": 0.0, + "FN": 0, + "FP": 359, + "IoU": 0.0, + "TN": 212633, + "TP": 0, + "n_pred": 359, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 282, + "IoU": 0.0, + "TN": 163558, + "TP": 0, + "n_pred": 282, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 558, + "FP": 0, + "IoU": 0.0, + "TN": 163282, + "TP": 0, + "n_pred": 0, + "n_ref": 558 + }, + "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": 897, + "IoU": 0.0, + "TN": 162943, + "TP": 0, + "n_pred": 897, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 144, + "IoU": 0.0, + "TN": 163696, + "TP": 0, + "n_pred": 144, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 131, + "IoU": 0.0, + "TN": 163709, + "TP": 0, + "n_pred": 131, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 226, + "IoU": 0.0, + "TN": 163614, + "TP": 0, + "n_pred": 226, + "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": 15, + "FP": 50, + "IoU": 0.0, + "TN": 163775, + "TP": 0, + "n_pred": 50, + "n_ref": 15 + }, + "7": { + "Dice": 0.7690247397974767, + "FN": 3, + "FP": 9828, + "IoU": 0.6247280222926289, + "TN": 137643, + "TP": 16366, + "n_pred": 26194, + "n_ref": 16369 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 163837, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 555, + "IoU": 0.0, + "TN": 294357, + "TP": 0, + "n_pred": 555, + "n_ref": 0 + }, + "10": { + "Dice": 0.06434686550676609, + "FN": 6760, + "FP": 16, + "IoU": 0.03324297332001712, + "TN": 287903, + "TP": 233, + "n_pred": 249, + "n_ref": 6993 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 1.0, + "FN": 0, + "FP": 0, + "IoU": 1.0, + "TN": 278528, + "TP": 16384, + "n_pred": 16384, + "n_ref": 16384 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.03532692903625659, + "FN": 12380, + "FP": 72, + "IoU": 0.017981072555205046, + "TN": 282232, + "TP": 228, + "n_pred": 300, + "n_ref": 12608 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13083, + "IoU": 0.0, + "TN": 281829, + "TP": 0, + "n_pred": 13083, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.41904761904761906, + "FN": 263, + "FP": 103, + "IoU": 0.26506024096385544, + "TN": 294414, + "TP": 132, + "n_pred": 235, + "n_ref": 395 + }, + "6": { + "Dice": 0.7362150603329769, + "FN": 1859, + "FP": 1595, + "IoU": 0.582547739908146, + "TN": 286638, + "TP": 4820, + "n_pred": 6415, + "n_ref": 6679 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2938, + "IoU": 0.0, + "TN": 291974, + "TP": 0, + "n_pred": 2938, + "n_ref": 0 + }, + "8": { + "Dice": 0.951949724813615, + "FN": 1201, + "FP": 30, + "IoU": 0.9083054003724395, + "TN": 281487, + "TP": 12194, + "n_pred": 12224, + "n_ref": 13395 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 360448, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 360448, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 360448, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 360448, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 360448, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 360448, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 360448, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4739, + "IoU": 0.0, + "TN": 355709, + "TP": 0, + "n_pred": 4739, + "n_ref": 0 + }, + "3": { + "Dice": 0.6188419212177312, + "FN": 7398, + "FP": 14, + "IoU": 0.4480601682925013, + "TN": 347019, + "TP": 6017, + "n_pred": 6031, + "n_ref": 13415 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 360448, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3650, + "FP": 0, + "IoU": 0.0, + "TN": 356798, + "TP": 0, + "n_pred": 0, + "n_ref": 3650 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 173, + "IoU": 0.0, + "TN": 360275, + "TP": 0, + "n_pred": 173, + "n_ref": 0 + }, + "7": { + "Dice": 0.7962973227648135, + "FN": 923, + "FP": 6427, + "IoU": 0.6615398784306502, + "TN": 338732, + "TP": 14366, + "n_pred": 20793, + "n_ref": 15289 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 360448, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 360448, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.05411440204899192, + "FN": 14403, + "FP": 0, + "IoU": 0.027809652379345257, + "TN": 411169, + "TP": 412, + "n_pred": 412, + "n_ref": 14815 + }, + "10": { + "Dice": 0.0, + "FN": 1006, + "FP": 0, + "IoU": 0.0, + "TN": 424978, + "TP": 0, + "n_pred": 0, + "n_ref": 1006 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 425984, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 425984, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 6015, + "FP": 0, + "IoU": 0.0, + "TN": 419969, + "TP": 0, + "n_pred": 0, + "n_ref": 6015 + }, + "14": { + "Dice": 0.7443561609282381, + "FN": 5872, + "FP": 209, + "IoU": 0.592808356769787, + "TN": 411050, + "TP": 8853, + "n_pred": 9062, + "n_ref": 14725 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 425984, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 425984, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 163, + "FP": 423, + "IoU": 0.0, + "TN": 425398, + "TP": 0, + "n_pred": 423, + "n_ref": 163 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 425984, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 425984, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7377581286026079, + "FN": 1629, + "FP": 7743, + "IoU": 0.5844823764132121, + "TN": 403429, + "TP": 13183, + "n_pred": 20926, + "n_ref": 14812 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4069, + "IoU": 0.0, + "TN": 421915, + "TP": 0, + "n_pred": 4069, + "n_ref": 0 + }, + "8": { + "Dice": 0.4202698028363888, + "FN": 35, + "FP": 3317, + "IoU": 0.2660389752572805, + "TN": 421417, + "TP": 1215, + "n_pred": 4532, + "n_ref": 1250 + }, + "9": { + "Dice": 0.0, + "FN": 456, + "FP": 0, + "IoU": 0.0, + "TN": 425528, + "TP": 0, + "n_pred": 0, + "n_ref": 456 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 671744, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 671689, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 671744, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 671744, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 77, + "IoU": 0.0, + "TN": 671667, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 189, + "IoU": 0.0, + "TN": 671555, + "TP": 0, + "n_pred": 189, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 170, + "IoU": 0.0, + "TN": 671574, + "TP": 0, + "n_pred": 170, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6593, + "IoU": 0.0, + "TN": 665151, + "TP": 0, + "n_pred": 6593, + "n_ref": 0 + }, + "3": { + "Dice": 0.6584139631948397, + "FN": 7047, + "FP": 155, + "IoU": 0.49077282047656084, + "TN": 657601, + "TP": 6941, + "n_pred": 7096, + "n_ref": 13988 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 671744, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 328, + "IoU": 0.0, + "TN": 671416, + "TP": 0, + "n_pred": 328, + "n_ref": 0 + }, + "6": { + "Dice": 0.7795918367346939, + "FN": 1295, + "FP": 7237, + "IoU": 0.6387959866220736, + "TN": 648123, + "TP": 15089, + "n_pred": 22326, + "n_ref": 16384 + }, + "7": { + "Dice": 0.11580465691324954, + "FN": 3823, + "FP": 468, + "IoU": 0.06146106736657918, + "TN": 667172, + "TP": 281, + "n_pred": 749, + "n_ref": 4104 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 671744, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 671744, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 147357, + "TP": 0, + "n_pred": 99, + "n_ref": 0 + }, + "10": { + "Dice": 0.008619408530242236, + "FN": 6671, + "FP": 0, + "IoU": 0.004328358208955224, + "TN": 140756, + "TP": 29, + "n_pred": 29, + "n_ref": 6700 + }, + "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": 139, + "FP": 0, + "IoU": 0.0, + "TN": 147317, + "TP": 0, + "n_pred": 0, + "n_ref": 139 + }, + "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": 5825, + "IoU": 0.0, + "TN": 141631, + "TP": 0, + "n_pred": 5825, + "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": 53, + "IoU": 0.0, + "TN": 147403, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 147451, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6682276657060519, + "FN": 339, + "FP": 14397, + "IoU": 0.501758182309981, + "TN": 117880, + "TP": 14840, + "n_pred": 29237, + "n_ref": 15179 + }, + "7": { + "Dice": 0.6515291529152916, + "FN": 15726, + "FP": 112, + "IoU": 0.4831614671713875, + "TN": 116812, + "TP": 14806, + "n_pred": 14918, + "n_ref": 30532 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 989, + "IoU": 0.0, + "TN": 146467, + "TP": 0, + "n_pred": 989, + "n_ref": 0 + }, + "9": { + "Dice": 0.5253524610437794, + "FN": 3433, + "FP": 2324, + "IoU": 0.35625628983562563, + "TN": 138513, + "TP": 3186, + "n_pred": 5510, + "n_ref": 6619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3472, + "IoU": 0.0, + "TN": 160368, + "TP": 0, + "n_pred": 3472, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1718, + "IoU": 0.0, + "TN": 162122, + "TP": 0, + "n_pred": 1718, + "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": 0.6968279324509357, + "FN": 87, + "FP": 5227, + "IoU": 0.5347167498467735, + "TN": 152419, + "TP": 6107, + "n_pred": 11334, + "n_ref": 6194 + }, + "15": { + "Dice": 0.11324376199616124, + "FN": 217, + "FP": 3479, + "IoU": 0.06002034587995931, + "TN": 159908, + "TP": 236, + "n_pred": 3715, + "n_ref": 453 + }, + "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": 16270, + "FP": 0, + "IoU": 0.0, + "TN": 147570, + "TP": 0, + "n_pred": 0, + "n_ref": 16270 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.24466088821374318, + "FN": 8407, + "FP": 46, + "IoU": 0.139380981470169, + "TN": 154018, + "TP": 1369, + "n_pred": 1415, + "n_ref": 9776 + }, + "7": { + "Dice": 0.0006558298589965803, + "FN": 5702, + "FP": 15631, + "IoU": 0.0003280224929709466, + "TN": 142500, + "TP": 7, + "n_pred": 15638, + "n_ref": 5709 + }, + "8": { + "Dice": 0.0, + "FN": 3, + "FP": 42, + "IoU": 0.0, + "TN": 163795, + "TP": 0, + "n_pred": 42, + "n_ref": 3 + }, + "9": { + "Dice": 0.0, + "FN": 41, + "FP": 0, + "IoU": 0.0, + "TN": 163799, + "TP": 0, + "n_pred": 0, + "n_ref": 41 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5159, + "IoU": 0.0, + "TN": 322521, + "TP": 0, + "n_pred": 5159, + "n_ref": 0 + }, + "10": { + "Dice": 0.009971509971509971, + "FN": 13900, + "FP": 0, + "IoU": 0.005010737294201861, + "TN": 313710, + "TP": 70, + "n_pred": 70, + "n_ref": 13970 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 297, + "FP": 0, + "IoU": 0.0, + "TN": 327383, + "TP": 0, + "n_pred": 0, + "n_ref": 297 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 28864, + "IoU": 0.0, + "TN": 298816, + "TP": 0, + "n_pred": 28864, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2578, + "IoU": 0.0, + "TN": 325102, + "TP": 0, + "n_pred": 2578, + "n_ref": 0 + }, + "3": { + "Dice": 0.2607338857204347, + "FN": 5965, + "FP": 7775, + "IoU": 0.14991028893151023, + "TN": 311517, + "TP": 2423, + "n_pred": 10198, + "n_ref": 8388 + }, + "4": { + "Dice": 0.0, + "FN": 361, + "FP": 0, + "IoU": 0.0, + "TN": 327319, + "TP": 0, + "n_pred": 0, + "n_ref": 361 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6997838000905023, + "FN": 18048, + "FP": 17778, + "IoU": 0.5382057231245166, + "TN": 250100, + "TP": 41754, + "n_pred": 59532, + "n_ref": 59802 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 42317, + "IoU": 0.0, + "TN": 285363, + "TP": 0, + "n_pred": 42317, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0242.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": 667, + "IoU": 0.0, + "TN": 130405, + "TP": 0, + "n_pred": 667, + "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": 0.7127272727272728, + "FN": 17, + "FP": 62, + "IoU": 0.5536723163841808, + "TN": 130895, + "TP": 98, + "n_pred": 160, + "n_ref": 115 + }, + "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": 0.9566391091614644, + "FN": 267, + "FP": 761, + "IoU": 0.916882276843467, + "TN": 118704, + "TP": 11340, + "n_pred": 12101, + "n_ref": 11607 + }, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5490, + "IoU": 0.0, + "TN": 174734, + "TP": 0, + "n_pred": 5490, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2271, + "FP": 0, + "IoU": 0.0, + "TN": 177953, + "TP": 0, + "n_pred": 0, + "n_ref": 2271 + }, + "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": 2736, + "IoU": 0.0, + "TN": 177488, + "TP": 0, + "n_pred": 2736, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3602, + "IoU": 0.0, + "TN": 176622, + "TP": 0, + "n_pred": 3602, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 10, + "FP": 0, + "IoU": 0.0, + "TN": 180214, + "TP": 0, + "n_pred": 0, + "n_ref": 10 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 180222, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 180219, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "6": { + "Dice": 0.6254650066960964, + "FN": 6405, + "FP": 1146, + "IoU": 0.4550375288683603, + "TN": 166368, + "TP": 6305, + "n_pred": 7451, + "n_ref": 12710 + }, + "7": { + "Dice": 0.0, + "FN": 5, + "FP": 0, + "IoU": 0.0, + "TN": 180219, + "TP": 0, + "n_pred": 0, + "n_ref": 5 + }, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9528710233980083, + "FN": 242, + "FP": 1315, + "IoU": 0.9099843903567093, + "TN": 457839, + "TP": 15740, + "n_pred": 17055, + "n_ref": 15982 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 181, + "IoU": 0.0, + "TN": 474955, + "TP": 0, + "n_pred": 181, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 475136, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 475136, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 475136, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 475136, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 14544, + "IoU": 0.0, + "TN": 460592, + "TP": 0, + "n_pred": 14544, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 475136, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1074, + "IoU": 0.0, + "TN": 474062, + "TP": 0, + "n_pred": 1074, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 475136, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 475136, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 618, + "IoU": 0.0, + "TN": 474518, + "TP": 0, + "n_pred": 618, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 108, + "IoU": 0.0, + "TN": 475028, + "TP": 0, + "n_pred": 108, + "n_ref": 0 + }, + "8": { + "Dice": 0.8247025757517422, + "FN": 4493, + "FP": 60, + "IoU": 0.701696914106008, + "TN": 459873, + "TP": 10710, + "n_pred": 10770, + "n_ref": 15203 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 475136, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5840809906736669, + "FN": 2902, + "FP": 15873, + "IoU": 0.41251016959759684, + "TN": 213802, + "TP": 13183, + "n_pred": 29056, + "n_ref": 16085 + }, + "10": { + "Dice": 0.6457409706212686, + "FN": 4726, + "FP": 1267, + "IoU": 0.47682234831951115, + "TN": 234305, + "TP": 5462, + "n_pred": 6729, + "n_ref": 10188 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0076563164610803916, + "FN": 2310, + "FP": 23, + "IoU": 0.003842869342442357, + "TN": 243418, + "TP": 9, + "n_pred": 32, + "n_ref": 2319 + }, + "14": { + "Dice": 0.118390422347855, + "FN": 4, + "FP": 2647, + "IoU": 0.06291975963237893, + "TN": 242931, + "TP": 178, + "n_pred": 2825, + "n_ref": 182 + }, + "15": { + "Dice": 0.5769356776236759, + "FN": 3205, + "FP": 12291, + "IoU": 0.4054178497429207, + "TN": 219698, + "TP": 10566, + "n_pred": 22857, + "n_ref": 13771 + }, + "2": { + "Dice": 0.0, + "FN": 15841, + "FP": 4, + "IoU": 0.0, + "TN": 229915, + "TP": 0, + "n_pred": 4, + "n_ref": 15841 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5657, + "IoU": 0.0, + "TN": 240103, + "TP": 0, + "n_pred": 5657, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 2714, + "FP": 0, + "IoU": 0.0, + "TN": 243046, + "TP": 0, + "n_pred": 0, + "n_ref": 2714 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 245667, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "7": { + "Dice": 0.98679456833188, + "FN": 352, + "FP": 72, + "IoU": 0.9739333579245051, + "TN": 229494, + "TP": 15842, + "n_pred": 15914, + "n_ref": 16194 + }, + "8": { + "Dice": 0.6038857628198323, + "FN": 18632, + "FP": 23, + "IoU": 0.43254752851711026, + "TN": 212885, + "TP": 14220, + "n_pred": 14243, + "n_ref": 32852 + }, + "9": { + "Dice": 0.6310063463281959, + "FN": 407, + "FP": 0, + "IoU": 0.4609271523178808, + "TN": 245005, + "TP": 348, + "n_pred": 348, + "n_ref": 755 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 351, + "IoU": 0.0, + "TN": 212641, + "TP": 0, + "n_pred": 351, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3782, + "IoU": 0.0, + "TN": 209210, + "TP": 0, + "n_pred": 3782, + "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": 0.9716842441674657, + "FN": 933, + "FP": 396, + "IoU": 0.9449278965688712, + "TN": 188860, + "TP": 22803, + "n_pred": 23199, + "n_ref": 23736 + }, + "7": { + "Dice": 0.9852382435378387, + "FN": 462, + "FP": 12, + "IoU": 0.9709059661183402, + "TN": 196700, + "TP": 15818, + "n_pred": 15830, + "n_ref": 16280 + }, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 114639, + "TP": 0, + "n_pred": 49, + "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": 2025, + "IoU": 0.0, + "TN": 112663, + "TP": 0, + "n_pred": 2025, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 691, + "FP": 0, + "IoU": 0.0, + "TN": 113997, + "TP": 0, + "n_pred": 0, + "n_ref": 691 + }, + "2": { + "Dice": 0.6596109839816934, + "FN": 3546, + "FP": 24, + "IoU": 0.49210413999146396, + "TN": 107659, + "TP": 3459, + "n_pred": 3483, + "n_ref": 7005 + }, + "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": 0.9345268027758222, + "FN": 569, + "FP": 82, + "IoU": 0.877100245421937, + "TN": 109391, + "TP": 4646, + "n_pred": 4728, + "n_ref": 5215 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2364, + "IoU": 0.0, + "TN": 112324, + "TP": 0, + "n_pred": 2364, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9496898690558235, + "FN": 1533, + "FP": 0, + "IoU": 0.9041994750656168, + "TN": 508286, + "TP": 14469, + "n_pred": 14469, + "n_ref": 16002 + }, + "10": { + "Dice": 0.0357177148343735, + "FN": 9872, + "FP": 20257, + "IoU": 0.018183595659399747, + "TN": 493601, + "TP": 558, + "n_pred": 20815, + "n_ref": 10430 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 524288, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 524288, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1748, + "FP": 54, + "IoU": 0.0, + "TN": 522486, + "TP": 0, + "n_pred": 54, + "n_ref": 1748 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 12005, + "IoU": 0.0, + "TN": 512283, + "TP": 0, + "n_pred": 12005, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 524288, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.026030368763557483, + "FN": 144, + "FP": 3448, + "IoU": 0.013186813186813187, + "TN": 520648, + "TP": 48, + "n_pred": 3496, + "n_ref": 192 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 717, + "IoU": 0.0, + "TN": 523571, + "TP": 0, + "n_pred": 717, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 524288, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 524288, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7672259817363085, + "FN": 18494, + "FP": 12, + "IoU": 0.6223573585829728, + "TN": 475284, + "TP": 30498, + "n_pred": 30510, + "n_ref": 48992 + }, + "7": { + "Dice": 0.0, + "FN": 281, + "FP": 26720, + "IoU": 0.0, + "TN": 497287, + "TP": 0, + "n_pred": 26720, + "n_ref": 281 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1650, + "IoU": 0.0, + "TN": 522638, + "TP": 0, + "n_pred": 1650, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 524288, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5869247626004382, + "FN": 4258, + "FP": 266, + "IoU": 0.4153528043422073, + "TN": 319942, + "TP": 3214, + "n_pred": 3480, + "n_ref": 7472 + }, + "10": { + "Dice": 0.04110671936758893, + "FN": 1213, + "FP": 0, + "IoU": 0.020984665052461663, + "TN": 326441, + "TP": 26, + "n_pred": 26, + "n_ref": 1239 + }, + "11": { + "Dice": 0.0, + "FN": 442, + "FP": 0, + "IoU": 0.0, + "TN": 327238, + "TP": 0, + "n_pred": 0, + "n_ref": 442 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 2517, + "FP": 0, + "IoU": 0.0, + "TN": 325163, + "TP": 0, + "n_pred": 0, + "n_ref": 2517 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 217, + "IoU": 0.0, + "TN": 327463, + "TP": 0, + "n_pred": 217, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 390, + "IoU": 0.0, + "TN": 327290, + "TP": 0, + "n_pred": 390, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 6, + "FP": 3297, + "IoU": 0.0, + "TN": 324377, + "TP": 0, + "n_pred": 3297, + "n_ref": 6 + }, + "3": { + "Dice": 0.0, + "FN": 2, + "FP": 954, + "IoU": 0.0, + "TN": 326724, + "TP": 0, + "n_pred": 954, + "n_ref": 2 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 327672, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2250797024442083, + "FN": 817, + "FP": 6475, + "IoU": 0.12681116034007903, + "TN": 319329, + "TP": 1059, + "n_pred": 7534, + "n_ref": 1876 + }, + "7": { + "Dice": 0.45218078203464424, + "FN": 2445, + "FP": 7264, + "IoU": 0.292140565762613, + "TN": 313964, + "TP": 4007, + "n_pred": 11271, + "n_ref": 6452 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 327679, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "9": { + "Dice": 0.06498074024451515, + "FN": 5583, + "FP": 0, + "IoU": 0.03358144365587675, + "TN": 321903, + "TP": 194, + "n_pred": 194, + "n_ref": 5777 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0367.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": 186, + "IoU": 0.0, + "TN": 180038, + "TP": 0, + "n_pred": 186, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 501, + "IoU": 0.0, + "TN": 179723, + "TP": 0, + "n_pred": 501, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 17237, + "IoU": 0.0, + "TN": 162987, + "TP": 0, + "n_pred": 17237, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 14320, + "FP": 1938, + "IoU": 0.0, + "TN": 163966, + "TP": 0, + "n_pred": 1938, + "n_ref": 14320 + }, + "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": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 180215, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 451, + "IoU": 0.0, + "TN": 179773, + "TP": 0, + "n_pred": 451, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 450, + "FP": 0, + "IoU": 0.0, + "TN": 130622, + "TP": 0, + "n_pred": 0, + "n_ref": 450 + }, + "10": { + "Dice": 0.0, + "FN": 5081, + "FP": 0, + "IoU": 0.0, + "TN": 125991, + "TP": 0, + "n_pred": 0, + "n_ref": 5081 + }, + "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": 0.9303503010399562, + "FN": 339, + "FP": 679, + "IoU": 0.8697710118971472, + "TN": 123255, + "TP": 6799, + "n_pred": 7478, + "n_ref": 7138 + }, + "15": { + "Dice": 0.0, + "FN": 5309, + "FP": 0, + "IoU": 0.0, + "TN": 125763, + "TP": 0, + "n_pred": 0, + "n_ref": 5309 + }, + "2": { + "Dice": 0.5216821204458181, + "FN": 5107, + "FP": 0, + "IoU": 0.3528890015205271, + "TN": 123180, + "TP": 2785, + "n_pred": 2785, + "n_ref": 7892 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 106, + "IoU": 0.0, + "TN": 130966, + "TP": 0, + "n_pred": 106, + "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": 0.07140307033202428, + "FN": 1001, + "FP": 14605, + "IoU": 0.037023324694557574, + "TN": 114866, + "TP": 600, + "n_pred": 15205, + "n_ref": 1601 + }, + "7": { + "Dice": 0.0, + "FN": 1630, + "FP": 2902, + "IoU": 0.0, + "TN": 126540, + "TP": 0, + "n_pred": 2902, + "n_ref": 1630 + }, + "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": 1750, + "IoU": 0.0, + "TN": 129322, + "TP": 0, + "n_pred": 1750, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0400.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": 0.0, + "FN": 0, + "FP": 14194, + "IoU": 0.0, + "TN": 100494, + "TP": 0, + "n_pred": 14194, + "n_ref": 0 + }, + "3": { + "Dice": 9.097111667045713e-05, + "FN": 15299, + "FP": 6684, + "IoU": 4.5487627365356625e-05, + "TN": 92704, + "TP": 1, + "n_pred": 6685, + "n_ref": 15300 + }, + "4": { + "Dice": 0.23605678492300117, + "FN": 27929, + "FP": 0, + "IoU": 0.13382334697928297, + "TN": 82444, + "TP": 4315, + "n_pred": 4315, + "n_ref": 32244 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.07102803738317758, + "FN": 496, + "FP": 1, + "IoU": 0.03682170542635659, + "TN": 114172, + "TP": 19, + "n_pred": 20, + "n_ref": 515 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 28384, + "IoU": 0.0, + "TN": 86304, + "TP": 0, + "n_pred": 28384, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.198194426523213, + "FN": 1745.4266666666663, + "FP": 1223.2266666666667, + "IoU": 0.16164517954871277, + "TN": 274895.6933333333, + "TP": 1755.9200000000003, + "n_pred": 2979.1466666666665, + "n_ref": 3501.3466666666673 + }, + "mean": { + "1": { + "Dice": 0.2588197145582065, + "FN": 1079.6666666666667, + "FP": 3469.233333333333, + "IoU": 0.21091228070571202, + "TN": 271831.9666666667, + "TP": 3239.4, + "n_pred": 6708.633333333333, + "n_ref": 4319.066666666667 + }, + "10": { + "Dice": 0.07724548238766908, + "FN": 960.6, + "FP": 508.8666666666667, + "IoU": 0.049034643943914345, + "TN": 277913.63333333336, + "TP": 237.16666666666666, + "n_pred": 746.0333333333333, + "n_ref": 1197.7666666666667 + }, + "11": { + "Dice": 0.0, + "FN": 375.96666666666664, + "FP": 0.0, + "IoU": 0.0, + "TN": 279244.3, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 375.96666666666664 + }, + "12": { + "Dice": 0.0, + "FN": 166.5, + "FP": 0.0, + "IoU": 0.0, + "TN": 279453.76666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 166.5 + }, + "13": { + "Dice": 0.14089606747225183, + "FN": 916.2333333333333, + "FP": 1042.4666666666667, + "IoU": 0.10063774913239051, + "TN": 277319.5, + "TP": 342.06666666666666, + "n_pred": 1384.5333333333333, + "n_ref": 1258.3 + }, + "14": { + "Dice": 0.5017140195455068, + "FN": 2011.6, + "FP": 1454.4, + "IoU": 0.4396895365825628, + "TN": 269774.06666666665, + "TP": 6380.2, + "n_pred": 7834.6, + "n_ref": 8391.8 + }, + "15": { + "Dice": 0.278586629473048, + "FN": 1495.7666666666667, + "FP": 3642.1666666666665, + "IoU": 0.23001832294156171, + "TN": 270633.9666666667, + "TP": 3848.366666666667, + "n_pred": 7490.533333333334, + "n_ref": 5344.133333333333 + }, + "2": { + "Dice": 0.17362912827752955, + "FN": 3698.4333333333334, + "FP": 343.43333333333334, + "IoU": 0.13203769553666667, + "TN": 274719.2, + "TP": 859.2, + "n_pred": 1202.6333333333334, + "n_ref": 4557.633333333333 + }, + "3": { + "Dice": 0.10726227659778229, + "FN": 4078.5333333333333, + "FP": 2786.4666666666667, + "IoU": 0.07243647239823389, + "TN": 271213.1666666667, + "TP": 1542.1, + "n_pred": 4328.566666666667, + "n_ref": 5620.633333333333 + }, + "4": { + "Dice": 0.17454254765116428, + "FN": 1287.7, + "FP": 67.96666666666667, + "IoU": 0.1263662141190863, + "TN": 277646.4, + "TP": 618.2, + "n_pred": 686.1666666666666, + "n_ref": 1905.9 + }, + "5": { + "Dice": 0.0042059170915795235, + "FN": 535.9666666666667, + "FP": 5.3, + "IoU": 0.002134378106543477, + "TN": 279076.56666666665, + "TP": 2.433333333333333, + "n_pred": 7.733333333333333, + "n_ref": 538.4 + }, + "6": { + "Dice": 0.38934381413432717, + "FN": 4143.666666666667, + "FP": 3733.9666666666667, + "IoU": 0.3020140146594517, + "TN": 268021.36666666664, + "TP": 3721.266666666667, + "n_pred": 7455.233333333334, + "n_ref": 7864.933333333333 + }, + "7": { + "Dice": 0.2655058780802608, + "FN": 4594.766666666666, + "FP": 1056.8666666666666, + "IoU": 0.21974039374849708, + "TN": 270524.1, + "TP": 3444.5333333333333, + "n_pred": 4501.4, + "n_ref": 8039.3 + }, + "8": { + "Dice": 0.5781493004287557, + "FN": 289.4, + "FP": 117.03333333333333, + "IoU": 0.526920773412789, + "TN": 277153.5, + "TP": 2060.3333333333335, + "n_pred": 2177.366666666667, + "n_ref": 2349.733333333333 + }, + "9": { + "Dice": 0.023015622150113466, + "FN": 546.6, + "FP": 120.23333333333333, + "IoU": 0.01273521794328167, + "TN": 278909.9, + "TP": 43.53333333333333, + "n_pred": 163.76666666666668, + "n_ref": 590.1333333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1447, + "FP": 3114, + "IoU": 0.0, + "TN": 306735, + "TP": 0, + "n_pred": 3114, + "n_ref": 1447 + }, + "10": { + "Dice": 0.0, + "FN": 150, + "FP": 0, + "IoU": 0.0, + "TN": 311146, + "TP": 0, + "n_pred": 0, + "n_ref": 150 + }, + "11": { + "Dice": 0.0, + "FN": 798, + "FP": 0, + "IoU": 0.0, + "TN": 310498, + "TP": 0, + "n_pred": 0, + "n_ref": 798 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 311229, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 311294, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "15": { + "Dice": 0.05342008389692663, + "FN": 10, + "FP": 11047, + "IoU": 0.027443046881871755, + "TN": 299927, + "TP": 312, + "n_pred": 11359, + "n_ref": 322 + }, + "2": { + "Dice": 0.6014492753623188, + "FN": 2406, + "FP": 1114, + "IoU": 0.43005181347150256, + "TN": 305120, + "TP": 2656, + "n_pred": 3770, + "n_ref": 5062 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 446, + "IoU": 0.0, + "TN": 310850, + "TP": 0, + "n_pred": 446, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 311290, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6503496503496503, + "FN": 3450, + "FP": 1350, + "IoU": 0.48186528497409326, + "TN": 302032, + "TP": 4464, + "n_pred": 5814, + "n_ref": 7914 + }, + "7": { + "Dice": 0.03877649325626204, + "FN": 15748, + "FP": 216, + "IoU": 0.019771582954685004, + "TN": 295010, + "TP": 322, + "n_pred": 538, + "n_ref": 16070 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 76, + "IoU": 0.0, + "TN": 311220, + "TP": 0, + "n_pred": 76, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.09180432020330369, + "FN": 626, + "FP": 5092, + "IoU": 0.048110537706009655, + "TN": 272521, + "TP": 289, + "n_pred": 5381, + "n_ref": 915 + }, + "10": { + "Dice": 0.0, + "FN": 452, + "FP": 37, + "IoU": 0.0, + "TN": 278039, + "TP": 0, + "n_pred": 37, + "n_ref": 452 + }, + "11": { + "Dice": 0.0, + "FN": 1052, + "FP": 0, + "IoU": 0.0, + "TN": 277476, + "TP": 0, + "n_pred": 0, + "n_ref": 1052 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.019001085776330078, + "FN": 3234, + "FP": 380, + "IoU": 0.00959166895039737, + "TN": 274879, + "TP": 35, + "n_pred": 415, + "n_ref": 3269 + }, + "14": { + "Dice": 0.11572250833080884, + "FN": 0, + "FP": 2919, + "IoU": 0.06141479099678457, + "TN": 275418, + "TP": 191, + "n_pred": 3110, + "n_ref": 191 + }, + "15": { + "Dice": 0.893898916967509, + "FN": 2084, + "FP": 3794, + "IoU": 0.8081530076046869, + "TN": 247889, + "TP": 24761, + "n_pred": 28555, + "n_ref": 26845 + }, + "2": { + "Dice": 0.0, + "FN": 98, + "FP": 80, + "IoU": 0.0, + "TN": 278350, + "TP": 0, + "n_pred": 80, + "n_ref": 98 + }, + "3": { + "Dice": 0.002536934785852858, + "FN": 26736, + "FP": 0, + "IoU": 0.001270078446021666, + "TN": 251758, + "TP": 34, + "n_pred": 34, + "n_ref": 26770 + }, + "4": { + "Dice": 0.0, + "FN": 720, + "FP": 0, + "IoU": 0.0, + "TN": 277808, + "TP": 0, + "n_pred": 0, + "n_ref": 720 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.1294844959353551, + "FN": 712, + "FP": 17171, + "IoU": 0.06922396294175819, + "TN": 259315, + "TP": 1330, + "n_pred": 18501, + "n_ref": 2042 + }, + "7": { + "Dice": 0.5043335675802295, + "FN": 8455, + "FP": 9, + "IoU": 0.33719655442443225, + "TN": 265758, + "TP": 4306, + "n_pred": 4315, + "n_ref": 12761 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.07146666666666666, + "FN": 1572, + "FP": 169, + "IoU": 0.03705752212389381, + "TN": 276720, + "TP": 67, + "n_pred": 236, + "n_ref": 1639 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.530214424951267, + "FN": 1596, + "FP": 2019, + "IoU": 0.36074270557029176, + "TN": 125417, + "TP": 2040, + "n_pred": 4059, + "n_ref": 3636 + }, + "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": 0.6638613028109746, + "FN": 3751, + "FP": 243, + "IoU": 0.4968505920886873, + "TN": 123134, + "TP": 3944, + "n_pred": 4187, + "n_ref": 7695 + }, + "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": 0.8899837844580267, + "FN": 1575, + "FP": 189, + "IoU": 0.8017754803910552, + "TN": 122173, + "TP": 7135, + "n_pred": 7324, + "n_ref": 8710 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1314, + "IoU": 0.0, + "TN": 129758, + "TP": 0, + "n_pred": 1314, + "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": 171, + "IoU": 0.0, + "TN": 130901, + "TP": 0, + "n_pred": 171, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2786, + "IoU": 0.0, + "TN": 161054, + "TP": 0, + "n_pred": 2786, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 163832, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1317, + "FP": 0, + "IoU": 0.0, + "TN": 162523, + "TP": 0, + "n_pred": 0, + "n_ref": 1317 + }, + "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": 0.981927349144401, + "FN": 0, + "FP": 602, + "IoU": 0.9644963434772352, + "TN": 146884, + "TP": 16354, + "n_pred": 16956, + "n_ref": 16354 + }, + "15": { + "Dice": 0.03995284254650249, + "FN": 35, + "FP": 14623, + "IoU": 0.020383612911849227, + "TN": 148877, + "TP": 305, + "n_pred": 14928, + "n_ref": 340 + }, + "2": { + "Dice": 0.0, + "FN": 920, + "FP": 0, + "IoU": 0.0, + "TN": 162920, + "TP": 0, + "n_pred": 0, + "n_ref": 920 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 163794, + "TP": 0, + "n_pred": 46, + "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": 0.6155805070031254, + "FN": 2723, + "FP": 598, + "IoU": 0.44464882943143813, + "TN": 157860, + "TP": 2659, + "n_pred": 3257, + "n_ref": 5382 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9178528347406514, + "FN": 1049, + "FP": 313, + "IoU": 0.8481774607067216, + "TN": 154869, + "TP": 7609, + "n_pred": 7922, + "n_ref": 8658 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 385, + "IoU": 0.0, + "TN": 163455, + "TP": 0, + "n_pred": 385, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5413, + "IoU": 0.0, + "TN": 158427, + "TP": 0, + "n_pred": 5413, + "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": 0.9708891114956136, + "FN": 732, + "FP": 227, + "IoU": 0.9434251666568344, + "TN": 146889, + "TP": 15992, + "n_pred": 16219, + "n_ref": 16724 + }, + "15": { + "Dice": 0.8457005833930373, + "FN": 661, + "FP": 9892, + "IoU": 0.7326526993134548, + "TN": 124367, + "TP": 28920, + "n_pred": 38812, + "n_ref": 29581 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.3765099618260733, + "FN": 11688, + "FP": 235, + "IoU": 0.2319139341622109, + "TN": 148317, + "TP": 3600, + "n_pred": 3835, + "n_ref": 15288 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 342, + "IoU": 0.0, + "TN": 163498, + "TP": 0, + "n_pred": 342, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 2151, + "FP": 0, + "IoU": 0.0, + "TN": 161689, + "TP": 0, + "n_pred": 0, + "n_ref": 2151 + }, + "6": { + "Dice": 0.29348898388687933, + "FN": 7773, + "FP": 821, + "IoU": 0.17198188650158974, + "TN": 153461, + "TP": 1785, + "n_pred": 2606, + "n_ref": 9558 + }, + "7": { + "Dice": 0.2139917695473251, + "FN": 1146, + "FP": 0, + "IoU": 0.11981566820276497, + "TN": 162538, + "TP": 156, + "n_pred": 156, + "n_ref": 1302 + }, + "8": { + "Dice": 0.8983788058521155, + "FN": 1011, + "FP": 531, + "IoU": 0.8155061019382628, + "TN": 155482, + "TP": 6816, + "n_pred": 7347, + "n_ref": 7827 + }, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 163771, + "TP": 0, + "n_pred": 69, + "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": 0.8121961269056448, + "FN": 580, + "FP": 3978, + "IoU": 0.6837796586651866, + "TN": 149426, + "TP": 9856, + "n_pred": 13834, + "n_ref": 10436 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 867, + "IoU": 0.0, + "TN": 162973, + "TP": 0, + "n_pred": 867, + "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": 597, + "IoU": 0.0, + "TN": 163243, + "TP": 0, + "n_pred": 597, + "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": 0.8689180294668625, + "FN": 2526, + "FP": 63, + "IoU": 0.768218442256043, + "TN": 152670, + "TP": 8581, + "n_pred": 8644, + "n_ref": 11107 + }, + "7": { + "Dice": 0.006931455605677192, + "FN": 16116, + "FP": 1936, + "IoU": 0.0034777808446039195, + "TN": 145725, + "TP": 63, + "n_pred": 1999, + "n_ref": 16179 + }, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 311286, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.2446584240214233, + "FN": 12866, + "FP": 391, + "IoU": 0.13937938197870683, + "TN": 295892, + "TP": 2147, + "n_pred": 2538, + "n_ref": 15013 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12057, + "IoU": 0.0, + "TN": 299239, + "TP": 0, + "n_pred": 12057, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3113, + "FP": 0, + "IoU": 0.0, + "TN": 308183, + "TP": 0, + "n_pred": 0, + "n_ref": 3113 + }, + "6": { + "Dice": 0.8942266449343742, + "FN": 968, + "FP": 265, + "IoU": 0.808688906128782, + "TN": 304851, + "TP": 5212, + "n_pred": 5477, + "n_ref": 6180 + }, + "7": { + "Dice": 0.4613168724279835, + "FN": 994, + "FP": 1624, + "IoU": 0.29981278416688956, + "TN": 307557, + "TP": 1121, + "n_pred": 2745, + "n_ref": 2115 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0072.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": 299, + "IoU": 0.0, + "TN": 212693, + "TP": 0, + "n_pred": 299, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2330, + "FP": 0, + "IoU": 0.0, + "TN": 210662, + "TP": 0, + "n_pred": 0, + "n_ref": 2330 + }, + "13": { + "Dice": 0.8489542989930287, + "FN": 82, + "FP": 113, + "IoU": 0.7375504710632571, + "TN": 212249, + "TP": 548, + "n_pred": 661, + "n_ref": 630 + }, + "14": { + "Dice": 0.8227982252878518, + "FN": 9865, + "FP": 0, + "IoU": 0.698944091796875, + "TN": 180224, + "TP": 22903, + "n_pred": 22903, + "n_ref": 32768 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 212991, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.20099786172487527, + "FN": 127, + "FP": 994, + "IoU": 0.11172741679873217, + "TN": 211730, + "TP": 141, + "n_pred": 1135, + "n_ref": 268 + }, + "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": 0.0, + "FN": 0, + "FP": 230, + "IoU": 0.0, + "TN": 212762, + "TP": 0, + "n_pred": 230, + "n_ref": 0 + }, + "7": { + "Dice": 0.7723076923076924, + "FN": 1036, + "FP": 0, + "IoU": 0.6290726817042607, + "TN": 210199, + "TP": 1757, + "n_pred": 1757, + "n_ref": 2793 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 212984, + "TP": 0, + "n_pred": 8, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9340088334632372, + "FN": 2004, + "FP": 28, + "IoU": 0.8761881550085303, + "TN": 147428, + "TP": 14380, + "n_pred": 14408, + "n_ref": 16384 + }, + "10": { + "Dice": 0.40996237233470706, + "FN": 2761, + "FP": 532, + "IoU": 0.2578318683795357, + "TN": 159403, + "TP": 1144, + "n_pred": 1676, + "n_ref": 3905 + }, + "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": 0.2853459389772239, + "FN": 10908, + "FP": 7385, + "IoU": 0.16641604010025063, + "TN": 141895, + "TP": 3652, + "n_pred": 11037, + "n_ref": 14560 + }, + "14": { + "Dice": 0.9530511304239285, + "FN": 1283, + "FP": 1726, + "IoU": 0.9103129657228017, + "TN": 130290, + "TP": 30541, + "n_pred": 32267, + "n_ref": 31824 + }, + "15": { + "Dice": 0.26762589928057556, + "FN": 9119, + "FP": 43, + "IoU": 0.15448504983388706, + "TN": 153004, + "TP": 1674, + "n_pred": 1717, + "n_ref": 10793 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 163839, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 163767, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 112, + "IoU": 0.0, + "TN": 163728, + "TP": 0, + "n_pred": 112, + "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": 14, + "FP": 17439, + "IoU": 0.0, + "TN": 146387, + "TP": 0, + "n_pred": 17439, + "n_ref": 14 + }, + "7": { + "Dice": 0.256128064032016, + "FN": 17670, + "FP": 174, + "IoU": 0.14687320711417096, + "TN": 142924, + "TP": 3072, + "n_pred": 3246, + "n_ref": 20742 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 500, + "FP": 0, + "IoU": 0.0, + "TN": 163340, + "TP": 0, + "n_pred": 0, + "n_ref": 500 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7496050955414013, + "FN": 789, + "FP": 9039, + "IoU": 0.5994946819348792, + "TN": 303141, + "TP": 14711, + "n_pred": 23750, + "n_ref": 15500 + }, + "10": { + "Dice": 0.0, + "FN": 54, + "FP": 0, + "IoU": 0.0, + "TN": 327626, + "TP": 0, + "n_pred": 0, + "n_ref": 54 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 3259, + "FP": 0, + "IoU": 0.0, + "TN": 324421, + "TP": 0, + "n_pred": 0, + "n_ref": 3259 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8699398022864085, + "FN": 2201, + "FP": 154, + "IoU": 0.769817222167921, + "TN": 317449, + "TP": 7876, + "n_pred": 8030, + "n_ref": 10077 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 635, + "IoU": 0.0, + "TN": 327045, + "TP": 0, + "n_pred": 635, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6463869183599855, + "FN": 10927, + "FP": 837, + "IoU": 0.47752709184579856, + "TN": 305164, + "TP": 10752, + "n_pred": 11589, + "n_ref": 21679 + }, + "7": { + "Dice": 0.0, + "FN": 830, + "FP": 285, + "IoU": 0.0, + "TN": 326565, + "TP": 0, + "n_pred": 285, + "n_ref": 830 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 96, + "FP": 3034, + "IoU": 0.0, + "TN": 226246, + "TP": 0, + "n_pred": 3034, + "n_ref": 96 + }, + "10": { + "Dice": 0.10349247036206344, + "FN": 5595, + "FP": 1, + "IoU": 0.05457002872106775, + "TN": 223457, + "TP": 323, + "n_pred": 324, + "n_ref": 5918 + }, + "11": { + "Dice": 0.0, + "FN": 1149, + "FP": 0, + "IoU": 0.0, + "TN": 228227, + "TP": 0, + "n_pred": 0, + "n_ref": 1149 + }, + "12": { + "Dice": 0.0, + "FN": 1558, + "FP": 0, + "IoU": 0.0, + "TN": 227818, + "TP": 0, + "n_pred": 0, + "n_ref": 1558 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.9139386658657856, + "FN": 2410, + "FP": 169, + "IoU": 0.8415166226264365, + "TN": 213103, + "TP": 13694, + "n_pred": 13863, + "n_ref": 16104 + }, + "2": { + "Dice": 0.6080305927342257, + "FN": 205, + "FP": 0, + "IoU": 0.4368131868131868, + "TN": 229012, + "TP": 159, + "n_pred": 159, + "n_ref": 364 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 494, + "IoU": 0.0, + "TN": 228882, + "TP": 0, + "n_pred": 494, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 286, + "IoU": 0.0, + "TN": 229090, + "TP": 0, + "n_pred": 286, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4739001273164521, + "FN": 3069, + "FP": 650, + "IoU": 0.31053021876158693, + "TN": 223982, + "TP": 1675, + "n_pred": 2325, + "n_ref": 4744 + }, + "7": { + "Dice": 0.9365922538999462, + "FN": 1883, + "FP": 3, + "IoU": 0.8807461270945305, + "TN": 213561, + "TP": 13929, + "n_pred": 13932, + "n_ref": 15812 + }, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.24732981598249903, + "FN": 5211, + "FP": 12336, + "IoU": 0.14111600587371512, + "TN": 192562, + "TP": 2883, + "n_pred": 15219, + "n_ref": 8094 + }, + "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": 0.0, + "FN": 1107, + "FP": 0, + "IoU": 0.0, + "TN": 211885, + "TP": 0, + "n_pred": 0, + "n_ref": 1107 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 311, + "IoU": 0.0, + "TN": 212681, + "TP": 0, + "n_pred": 311, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 212978, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3008, + "IoU": 0.0, + "TN": 209984, + "TP": 0, + "n_pred": 3008, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1382, + "IoU": 0.0, + "TN": 211610, + "TP": 0, + "n_pred": 1382, + "n_ref": 0 + }, + "3": { + "Dice": 0.44266180492251594, + "FN": 2935, + "FP": 122, + "IoU": 0.28424256614376026, + "TN": 208721, + "TP": 1214, + "n_pred": 1336, + "n_ref": 4149 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 18, + "FP": 0, + "IoU": 0.0, + "TN": 212974, + "TP": 0, + "n_pred": 0, + "n_ref": 18 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 13559, + "IoU": 0.0, + "TN": 199433, + "TP": 0, + "n_pred": 13559, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 1763, + "FP": 28, + "IoU": 0.0, + "TN": 211201, + "TP": 0, + "n_pred": 28, + "n_ref": 1763 + }, + "8": { + "Dice": 0.8409463574607636, + "FN": 2036, + "FP": 1, + "IoU": 0.7255456750202102, + "TN": 205570, + "TP": 5385, + "n_pred": 5386, + "n_ref": 7421 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 137, + "IoU": 0.0, + "TN": 212855, + "TP": 0, + "n_pred": 137, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 229326, + "TP": 0, + "n_pred": 50, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "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": 3, + "IoU": 0.0, + "TN": 229373, + "TP": 0, + "n_pred": 3, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 505, + "IoU": 0.0, + "TN": 228871, + "TP": 0, + "n_pred": 505, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7476056934229325, + "FN": 6909, + "FP": 2631, + "IoU": 0.5969411466475136, + "TN": 1155979, + "TP": 14129, + "n_pred": 16760, + "n_ref": 21038 + }, + "10": { + "Dice": 0.001121327651939897, + "FN": 8895, + "FP": 13, + "IoU": 0.0005609783462358353, + "TN": 1170735, + "TP": 5, + "n_pred": 18, + "n_ref": 8900 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1179648, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1179648, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.371900826446281, + "FN": 3320, + "FP": 2760, + "IoU": 0.22842639593908629, + "TN": 1171768, + "TP": 1800, + "n_pred": 4560, + "n_ref": 5120 + }, + "14": { + "Dice": 0.9217170111287758, + "FN": 879, + "FP": 352, + "IoU": 0.8548006605331446, + "TN": 1171170, + "TP": 7247, + "n_pred": 7599, + "n_ref": 8126 + }, + "15": { + "Dice": 0.6848632063410892, + "FN": 3775, + "FP": 6085, + "IoU": 0.5207543501506756, + "TN": 1159074, + "TP": 10714, + "n_pred": 16799, + "n_ref": 14489 + }, + "2": { + "Dice": 0.0, + "FN": 926, + "FP": 333, + "IoU": 0.0, + "TN": 1178389, + "TP": 0, + "n_pred": 333, + "n_ref": 926 + }, + "3": { + "Dice": 0.4012753359143703, + "FN": 163, + "FP": 2466, + "IoU": 0.250997150997151, + "TN": 1176138, + "TP": 881, + "n_pred": 3347, + "n_ref": 1044 + }, + "4": { + "Dice": 0.560236321602877, + "FN": 3420, + "FP": 4, + "IoU": 0.3891168599464764, + "TN": 1174043, + "TP": 2181, + "n_pred": 2185, + "n_ref": 5601 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1179648, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5085810692884984, + "FN": 4815, + "FP": 3632, + "IoU": 0.3410048369480418, + "TN": 1166830, + "TP": 4371, + "n_pred": 8003, + "n_ref": 9186 + }, + "7": { + "Dice": 0.0, + "FN": 24, + "FP": 144, + "IoU": 0.0, + "TN": 1179480, + "TP": 0, + "n_pred": 144, + "n_ref": 24 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1179648, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1179648, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6666, + "IoU": 0.0, + "TN": 435702, + "TP": 0, + "n_pred": 6666, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 442368, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 442368, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 442368, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 442317, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 442368, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 442368, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 442368, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 442368, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.815648854961832, + "FN": 4830, + "FP": 0, + "IoU": 0.6886883660973252, + "TN": 426853, + "TP": 10685, + "n_pred": 10685, + "n_ref": 15515 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 442368, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7665982203969883, + "FN": 309, + "FP": 32, + "IoU": 0.6215316315205327, + "TN": 441467, + "TP": 560, + "n_pred": 592, + "n_ref": 869 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1641, + "IoU": 0.0, + "TN": 440727, + "TP": 0, + "n_pred": 1641, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 442368, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 442368, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 573399, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 167, + "IoU": 0.0, + "TN": 573273, + "TP": 0, + "n_pred": 167, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 573440, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 573440, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.04060913705583756, + "FN": 1517, + "FP": 184, + "IoU": 0.02072538860103627, + "TN": 571703, + "TP": 36, + "n_pred": 220, + "n_ref": 1553 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4654, + "IoU": 0.0, + "TN": 568786, + "TP": 0, + "n_pred": 4654, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3566, + "IoU": 0.0, + "TN": 569874, + "TP": 0, + "n_pred": 3566, + "n_ref": 0 + }, + "2": { + "Dice": 0.10753968253968255, + "FN": 8848, + "FP": 148, + "IoU": 0.0568253302579157, + "TN": 563902, + "TP": 542, + "n_pred": 690, + "n_ref": 9390 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9149, + "IoU": 0.0, + "TN": 564291, + "TP": 0, + "n_pred": 9149, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 573440, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 573440, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.021160822249093107, + "FN": 16183, + "FP": 7, + "IoU": 0.010693553315001528, + "TN": 557075, + "TP": 175, + "n_pred": 182, + "n_ref": 16358 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 663, + "IoU": 0.0, + "TN": 572777, + "TP": 0, + "n_pred": 663, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 573440, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 573440, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2188, + "IoU": 0.0, + "TN": 145268, + "TP": 0, + "n_pred": 2188, + "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": 1901, + "FP": 0, + "IoU": 0.0, + "TN": 145555, + "TP": 0, + "n_pred": 0, + "n_ref": 1901 + }, + "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": 0.8614130434782609, + "FN": 8258, + "FP": 106, + "IoU": 0.7565632458233891, + "TN": 113098, + "TP": 25994, + "n_pred": 26100, + "n_ref": 34252 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1324, + "IoU": 0.0, + "TN": 146132, + "TP": 0, + "n_pred": 1324, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 912, + "IoU": 0.0, + "TN": 146544, + "TP": 0, + "n_pred": 912, + "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": 0.6799060717879906, + "FN": 2472, + "FP": 2299, + "IoU": 0.5150437080707461, + "TN": 137618, + "TP": 5067, + "n_pred": 7366, + "n_ref": 7539 + }, + "7": { + "Dice": 0.9110383022602159, + "FN": 5349, + "FP": 0, + "IoU": 0.8366118883254933, + "TN": 114718, + "TP": 27389, + "n_pred": 27389, + "n_ref": 32738 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 739, + "FP": 0, + "IoU": 0.0, + "TN": 146717, + "TP": 0, + "n_pred": 0, + "n_ref": 739 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5569, + "IoU": 0.0, + "TN": 322111, + "TP": 0, + "n_pred": 5569, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 186, + "IoU": 0.0, + "TN": 327494, + "TP": 0, + "n_pred": 186, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1277, + "FP": 0, + "IoU": 0.0, + "TN": 326403, + "TP": 0, + "n_pred": 0, + "n_ref": 1277 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 261, + "FP": 162, + "IoU": 0.0, + "TN": 327257, + "TP": 0, + "n_pred": 162, + "n_ref": 261 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 17513, + "IoU": 0.0, + "TN": 310167, + "TP": 0, + "n_pred": 17513, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 327613, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 14291, + "FP": 7, + "IoU": 0.0, + "TN": 313382, + "TP": 0, + "n_pred": 7, + "n_ref": 14291 + }, + "3": { + "Dice": 0.5391544221133817, + "FN": 16053, + "FP": 319, + "IoU": 0.3690700990404254, + "TN": 301731, + "TP": 9577, + "n_pred": 9896, + "n_ref": 25630 + }, + "4": { + "Dice": 0.0, + "FN": 9969, + "FP": 0, + "IoU": 0.0, + "TN": 317711, + "TP": 0, + "n_pred": 0, + "n_ref": 9969 + }, + "5": { + "Dice": 0.029441419641056666, + "FN": 4813, + "FP": 0, + "IoU": 0.014940646745804339, + "TN": 322794, + "TP": 73, + "n_pred": 73, + "n_ref": 4886 + }, + "6": { + "Dice": 0.6395917499468424, + "FN": 5289, + "FP": 3186, + "IoU": 0.47014692091278526, + "TN": 311685, + "TP": 7520, + "n_pred": 10706, + "n_ref": 12809 + }, + "7": { + "Dice": 0.055931936347880885, + "FN": 47842, + "FP": 94, + "IoU": 0.028770564875597697, + "TN": 278324, + "TP": 1420, + "n_pred": 1514, + "n_ref": 49262 + }, + "8": { + "Dice": 0.9801149814000676, + "FN": 249, + "FP": 339, + "IoU": 0.9610053717089992, + "TN": 312601, + "TP": 14491, + "n_pred": 14830, + "n_ref": 14740 + }, + "9": { + "Dice": 0.0, + "FN": 123, + "FP": 0, + "IoU": 0.0, + "TN": 327557, + "TP": 0, + "n_pred": 0, + "n_ref": 123 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 163814, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 410, + "IoU": 0.0, + "TN": 163430, + "TP": 0, + "n_pred": 410, + "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": 804, + "IoU": 0.0, + "TN": 163036, + "TP": 0, + "n_pred": 804, + "n_ref": 0 + }, + "14": { + "Dice": 0.8394120077926678, + "FN": 13596, + "FP": 5, + "IoU": 0.723264425815903, + "TN": 114692, + "TP": 35547, + "n_pred": 35552, + "n_ref": 49143 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.01644845055595763, + "FN": 14456, + "FP": 493, + "IoU": 0.00829242404139578, + "TN": 148766, + "TP": 125, + "n_pred": 618, + "n_ref": 14581 + }, + "3": { + "Dice": 0.7693770655359481, + "FN": 2811, + "FP": 11983, + "IoU": 0.6251931798028932, + "TN": 124369, + "TP": 24677, + "n_pred": 36660, + "n_ref": 27488 + }, + "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": 773, + "IoU": 0.0, + "TN": 163067, + "TP": 0, + "n_pred": 773, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 163785, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "8": { + "Dice": 0.9475188891157852, + "FN": 447, + "FP": 67, + "IoU": 0.9002716336825767, + "TN": 158686, + "TP": 4640, + "n_pred": 4707, + "n_ref": 5087 + }, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4963782337198929, + "FN": 1717, + "FP": 26511, + "IoU": 0.33012173995586036, + "TN": 170853, + "TP": 13911, + "n_pred": 40422, + "n_ref": 15628 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1233, + "FP": 0, + "IoU": 0.0, + "TN": 211759, + "TP": 0, + "n_pred": 0, + "n_ref": 1233 + }, + "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": 0.7692636803148932, + "FN": 9296, + "FP": 1490, + "IoU": 0.6250434540777307, + "TN": 184226, + "TP": 17980, + "n_pred": 19470, + "n_ref": 27276 + }, + "15": { + "Dice": 0.0, + "FN": 54, + "FP": 26, + "IoU": 0.0, + "TN": 212912, + "TP": 0, + "n_pred": 26, + "n_ref": 54 + }, + "2": { + "Dice": 0.0, + "FN": 1259, + "FP": 21, + "IoU": 0.0, + "TN": 211712, + "TP": 0, + "n_pred": 21, + "n_ref": 1259 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 212982, + "TP": 0, + "n_pred": 10, + "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": 0.1352885687333848, + "FN": 48989, + "FP": 1428, + "IoU": 0.07255201339195379, + "TN": 158631, + "TP": 3944, + "n_pred": 5372, + "n_ref": 52933 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2421, + "IoU": 0.0, + "TN": 210571, + "TP": 0, + "n_pred": 2421, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 13032, + "IoU": 0.0, + "TN": 265496, + "TP": 0, + "n_pred": 13032, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3374, + "IoU": 0.0, + "TN": 275154, + "TP": 0, + "n_pred": 3374, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1399, + "FP": 0, + "IoU": 0.0, + "TN": 277129, + "TP": 0, + "n_pred": 0, + "n_ref": 1399 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2553191489361702, + "FN": 105, + "FP": 0, + "IoU": 0.14634146341463414, + "TN": 278405, + "TP": 18, + "n_pred": 18, + "n_ref": 123 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 362, + "FP": 0, + "IoU": 0.0, + "TN": 278166, + "TP": 0, + "n_pred": 0, + "n_ref": 362 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4650, + "IoU": 0.0, + "TN": 273878, + "TP": 0, + "n_pred": 4650, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 156, + "IoU": 0.0, + "TN": 278372, + "TP": 0, + "n_pred": 156, + "n_ref": 0 + }, + "6": { + "Dice": 0.8033705347138183, + "FN": 3627, + "FP": 5147, + "IoU": 0.6713611506479886, + "TN": 251830, + "TP": 17924, + "n_pred": 23071, + "n_ref": 21551 + }, + "7": { + "Dice": 0.8793929712460063, + "FN": 3172, + "FP": 452, + "IoU": 0.7847469707769066, + "TN": 261692, + "TP": 13212, + "n_pred": 13664, + "n_ref": 16384 + }, + "8": { + "Dice": 0.9053436456319213, + "FN": 1255, + "FP": 899, + "IoU": 0.8270574066639904, + "TN": 266073, + "TP": 10301, + "n_pred": 11200, + "n_ref": 11556 + }, + "9": { + "Dice": 0.0, + "FN": 168, + "FP": 0, + "IoU": 0.0, + "TN": 278360, + "TP": 0, + "n_pred": 0, + "n_ref": 168 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8973807328484104, + "FN": 2612, + "FP": 393, + "IoU": 0.813862735381566, + "TN": 458992, + "TP": 13139, + "n_pred": 13532, + "n_ref": 15751 + }, + "10": { + "Dice": 0.3456280876780661, + "FN": 9309, + "FP": 4334, + "IoU": 0.20891800997332716, + "TN": 457890, + "TP": 3603, + "n_pred": 7937, + "n_ref": 12912 + }, + "11": { + "Dice": 0.0, + "FN": 1153, + "FP": 0, + "IoU": 0.0, + "TN": 473983, + "TP": 0, + "n_pred": 0, + "n_ref": 1153 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 475136, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.1920335429769392, + "FN": 1050, + "FP": 877, + "IoU": 0.1062152133580705, + "TN": 472980, + "TP": 229, + "n_pred": 1106, + "n_ref": 1279 + }, + "14": { + "Dice": 0.0, + "FN": 6576, + "FP": 3846, + "IoU": 0.0, + "TN": 464714, + "TP": 0, + "n_pred": 3846, + "n_ref": 6576 + }, + "15": { + "Dice": 0.19448467808355344, + "FN": 16157, + "FP": 12206, + "IoU": 0.10771699122282694, + "TN": 443349, + "TP": 3424, + "n_pred": 15630, + "n_ref": 19581 + }, + "2": { + "Dice": 0.0, + "FN": 21370, + "FP": 427, + "IoU": 0.0, + "TN": 453339, + "TP": 0, + "n_pred": 427, + "n_ref": 21370 + }, + "3": { + "Dice": 0.25302929925416195, + "FN": 22637, + "FP": 12316, + "IoU": 0.1448388911995694, + "TN": 434263, + "TP": 5920, + "n_pred": 18236, + "n_ref": 28557 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 475136, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 475136, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4817819527469399, + "FN": 2452, + "FP": 4830, + "IoU": 0.3173338333177088, + "TN": 464469, + "TP": 3385, + "n_pred": 8215, + "n_ref": 5837 + }, + "7": { + "Dice": 0.0, + "FN": 63, + "FP": 1992, + "IoU": 0.0, + "TN": 473081, + "TP": 0, + "n_pred": 1992, + "n_ref": 63 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 62, + "IoU": 0.0, + "TN": 475074, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "9": { + "Dice": 0.2277364212848084, + "FN": 5662, + "FP": 2741, + "IoU": 0.1285003111387679, + "TN": 465494, + "TP": 1239, + "n_pred": 3980, + "n_ref": 6901 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.30784186649384315, + "FN": 4150, + "FP": 122, + "IoU": 0.18192263500574493, + "TN": 306074, + "TP": 950, + "n_pred": 1072, + "n_ref": 5100 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6169961489088575, + "FN": 5282, + "FP": 2177, + "IoU": 0.44612757109972523, + "TN": 297829, + "TP": 6008, + "n_pred": 8185, + "n_ref": 11290 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 7568, + "IoU": 0.0, + "TN": 303728, + "TP": 0, + "n_pred": 7568, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 147, + "FP": 3821, + "IoU": 0.0, + "TN": 307328, + "TP": 0, + "n_pred": 3821, + "n_ref": 147 + }, + "3": { + "Dice": 0.0008572653236176596, + "FN": 16375, + "FP": 4604, + "IoU": 0.0004288164665523156, + "TN": 290308, + "TP": 9, + "n_pred": 4613, + "n_ref": 16384 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 165, + "IoU": 0.0, + "TN": 311131, + "TP": 0, + "n_pred": 165, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.26020783037682377, + "FN": 7381, + "FP": 6715, + "IoU": 0.14956259426847662, + "TN": 294721, + "TP": 2479, + "n_pred": 9194, + "n_ref": 9860 + }, + "7": { + "Dice": 0.0, + "FN": 4456, + "FP": 478, + "IoU": 0.0, + "TN": 306362, + "TP": 0, + "n_pred": 478, + "n_ref": 4456 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.06668277361681565, + "FN": 15, + "FP": 3848, + "IoU": 0.03449137715571107, + "TN": 356447, + "TP": 138, + "n_pred": 3986, + "n_ref": 153 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 360448, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 360448, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 360448, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3847, + "IoU": 0.0, + "TN": 356601, + "TP": 0, + "n_pred": 3847, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2705, + "IoU": 0.0, + "TN": 357743, + "TP": 0, + "n_pred": 2705, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 11457, + "IoU": 0.0, + "TN": 348991, + "TP": 0, + "n_pred": 11457, + "n_ref": 0 + }, + "2": { + "Dice": 0.4092927472810348, + "FN": 9176, + "FP": 3, + "IoU": 0.25730237074196943, + "TN": 348089, + "TP": 3180, + "n_pred": 3183, + "n_ref": 12356 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 625, + "IoU": 0.0, + "TN": 359823, + "TP": 0, + "n_pred": 625, + "n_ref": 0 + }, + "4": { + "Dice": 0.38476107226107226, + "FN": 7585, + "FP": 861, + "IoU": 0.23820690899251376, + "TN": 349361, + "TP": 2641, + "n_pred": 3502, + "n_ref": 10226 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 360448, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6694662756598241, + "FN": 463, + "FP": 13626, + "IoU": 0.5031561871848221, + "TN": 332091, + "TP": 14268, + "n_pred": 27894, + "n_ref": 14731 + }, + "7": { + "Dice": 0.34709258106893454, + "FN": 10585, + "FP": 8301, + "IoU": 0.2099891240692713, + "TN": 336542, + "TP": 5020, + "n_pred": 13321, + "n_ref": 15605 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 360448, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 360448, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8623073953178196, + "FN": 3916, + "FP": 7, + "IoU": 0.7579440982291602, + "TN": 131249, + "TP": 12284, + "n_pred": 12291, + "n_ref": 16200 + }, + "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": 0.5248945147679325, + "FN": 5409, + "FP": 221, + "IoU": 0.35583524027459956, + "TN": 138716, + "TP": 3110, + "n_pred": 3331, + "n_ref": 8519 + }, + "15": { + "Dice": 0.7450437317784256, + "FN": 2057, + "FP": 1441, + "IoU": 0.5936810314786851, + "TN": 138847, + "TP": 5111, + "n_pred": 6552, + "n_ref": 7168 + }, + "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": 3835, + "IoU": 0.0, + "TN": 143621, + "TP": 0, + "n_pred": 3835, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9286217973830604, + "FN": 680, + "FP": 231, + "IoU": 0.8667544244551704, + "TN": 140619, + "TP": 5926, + "n_pred": 6157, + "n_ref": 6606 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 147452, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3807, + "IoU": 0.0, + "TN": 307489, + "TP": 0, + "n_pred": 3807, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 8804, + "IoU": 0.0, + "TN": 302492, + "TP": 0, + "n_pred": 8804, + "n_ref": 0 + }, + "14": { + "Dice": 0.7306966504167322, + "FN": 6850, + "FP": 0, + "IoU": 0.5756674719692746, + "TN": 295153, + "TP": 9293, + "n_pred": 9293, + "n_ref": 16143 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.21809635722679202, + "FN": 13281, + "FP": 27, + "IoU": 0.12239514639936692, + "TN": 296132, + "TP": 1856, + "n_pred": 1883, + "n_ref": 15137 + }, + "3": { + "Dice": 0.01631581041824187, + "FN": 6928, + "FP": 17791, + "IoU": 0.00822500401219708, + "TN": 286372, + "TP": 205, + "n_pred": 17996, + "n_ref": 7133 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 311293, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 456, + "IoU": 0.0, + "TN": 310840, + "TP": 0, + "n_pred": 456, + "n_ref": 0 + }, + "7": { + "Dice": 0.9883071143460906, + "FN": 711, + "FP": 36, + "IoU": 0.9768845154103231, + "TN": 278980, + "TP": 31569, + "n_pred": 31605, + "n_ref": 32280 + }, + "8": { + "Dice": 0.8780553137346816, + "FN": 1342, + "FP": 479, + "IoU": 0.7826190760415423, + "TN": 302919, + "TP": 6556, + "n_pred": 7035, + "n_ref": 7898 + }, + "9": { + "Dice": 0.0, + "FN": 353, + "FP": 0, + "IoU": 0.0, + "TN": 310943, + "TP": 0, + "n_pred": 0, + "n_ref": 353 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0391.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": 69, + "IoU": 0.0, + "TN": 98235, + "TP": 0, + "n_pred": 69, + "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": 784, + "IoU": 0.0, + "TN": 97520, + "TP": 0, + "n_pred": 784, + "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": 0.02803083391730904, + "FN": 6566, + "FP": 369, + "IoU": 0.014214641080312722, + "TN": 91269, + "TP": 100, + "n_pred": 469, + "n_ref": 6666 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 944, + "IoU": 0.0, + "TN": 97360, + "TP": 0, + "n_pred": 944, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 139, + "IoU": 0.0, + "TN": 98165, + "TP": 0, + "n_pred": 139, + "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": 351, + "IoU": 0.0, + "TN": 97953, + "TP": 0, + "n_pred": 351, + "n_ref": 0 + }, + "15": { + "Dice": 0.071390937829294, + "FN": 214, + "FP": 13886, + "IoU": 0.0370168009834722, + "TN": 83662, + "TP": 542, + "n_pred": 14428, + "n_ref": 756 + }, + "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": 775, + "IoU": 0.0, + "TN": 97529, + "TP": 0, + "n_pred": 775, + "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": 0.9739945284739474, + "FN": 159, + "FP": 668, + "IoU": 0.9493073433860488, + "TN": 81990, + "TP": 15487, + "n_pred": 16155, + "n_ref": 15646 + }, + "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": 636, + "FP": 0, + "IoU": 0.0, + "TN": 97668, + "TP": 0, + "n_pred": 0, + "n_ref": 636 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0401.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": 6, + "FP": 0, + "IoU": 0.0, + "TN": 196602, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "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": 4154, + "IoU": 0.0, + "TN": 192454, + "TP": 0, + "n_pred": 4154, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 39, + "FP": 848, + "IoU": 0.0, + "TN": 195721, + "TP": 0, + "n_pred": 848, + "n_ref": 39 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 196590, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 196585, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 243, + "IoU": 0.0, + "TN": 196365, + "TP": 0, + "n_pred": 243, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 5984, + "FP": 0, + "IoU": 0.0, + "TN": 190624, + "TP": 0, + "n_pred": 0, + "n_ref": 5984 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 146, + "IoU": 0.0, + "TN": 196462, + "TP": 0, + "n_pred": 146, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1619, + "IoU": 0.0, + "TN": 194989, + "TP": 0, + "n_pred": 1619, + "n_ref": 0 + }, + "8": { + "Dice": 0.21910828025477708, + "FN": 613, + "FP": 0, + "IoU": 0.12303290414878398, + "TN": 195909, + "TP": 86, + "n_pred": 86, + "n_ref": 699 + }, + "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_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8107283887868006, + "FN": 2898, + "FP": 1943, + "IoU": 0.6817016240383983, + "TN": 148631, + "TP": 10368, + "n_pred": 12311, + "n_ref": 13266 + }, + "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": 0, + "FP": 348, + "IoU": 0.0, + "TN": 163492, + "TP": 0, + "n_pred": 348, + "n_ref": 0 + }, + "14": { + "Dice": 0.974715925992028, + "FN": 0, + "FP": 850, + "IoU": 0.9506788905651619, + "TN": 146606, + "TP": 16384, + "n_pred": 17234, + "n_ref": 16384 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 8566, + "IoU": 0.0, + "TN": 155274, + "TP": 0, + "n_pred": 8566, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0006279829188646069, + "FN": 15903, + "FP": 11, + "IoU": 0.0003140900810352409, + "TN": 147921, + "TP": 5, + "n_pred": 16, + "n_ref": 15908 + }, + "4": { + "Dice": 0.3338643229881901, + "FN": 12107, + "FP": 20, + "IoU": 0.20038243439272055, + "TN": 148674, + "TP": 3039, + "n_pred": 3059, + "n_ref": 15146 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 9, + "FP": 12256, + "IoU": 0.0, + "TN": 151575, + "TP": 0, + "n_pred": 12256, + "n_ref": 9 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9535, + "IoU": 0.0, + "TN": 154305, + "TP": 0, + "n_pred": 9535, + "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": 6645, + "FP": 0, + "IoU": 0.0, + "TN": 157195, + "TP": 0, + "n_pred": 0, + "n_ref": 6645 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873390/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset497_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12346/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.14172835323797747, + "FN": 1336.7715555555556, + "FP": 1559.186222222222, + "IoU": 0.11413460032197711, + "TN": 268874.60533333337, + "TP": 1296.1035555555554, + "n_pred": 2855.2897777777775, + "n_ref": 2632.8751111111114 + }, + "mean": { + "1": { + "Dice": 0.23765917220783858, + "FN": 1202.3333333333335, + "FP": 3045.6266666666666, + "IoU": 0.19534680269974022, + "TN": 266101.6333333333, + "TP": 2717.073333333333, + "n_pred": 5762.7, + "n_ref": 3919.4066666666668 + }, + "10": { + "Dice": 0.05341050911099933, + "FN": 1217.986666666667, + "FP": 1093.5266666666666, + "IoU": 0.03742222157553583, + "TN": 270582.4066666666, + "TP": 172.74666666666667, + "n_pred": 1266.2733333333333, + "n_ref": 1390.7333333333331 + }, + "11": { + "Dice": 0.013359709856215114, + "FN": 220.37333333333336, + "FP": 4.64, + "IoU": 0.0072117161766473235, + "TN": 272839.31999999995, + "TP": 2.333333333333333, + "n_pred": 6.973333333333334, + "n_ref": 222.70666666666665 + }, + "12": { + "Dice": 0.0, + "FN": 163.68, + "FP": 0.0, + "IoU": 0.0, + "TN": 272902.9866666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 163.68 + }, + "13": { + "Dice": 0.04019198705004241, + "FN": 917.6466666666668, + "FP": 525.4733333333334, + "IoU": 0.026916029640402052, + "TN": 271527.64, + "TP": 95.90666666666667, + "n_pred": 621.38, + "n_ref": 1013.5533333333333 + }, + "14": { + "Dice": 0.45576251519352085, + "FN": 696.9333333333333, + "FP": 2444.546666666666, + "IoU": 0.407345483596365, + "TN": 265186.8466666667, + "TP": 4738.34, + "n_pred": 7182.886666666667, + "n_ref": 5435.273333333333 + }, + "15": { + "Dice": 0.14577305345689126, + "FN": 1081.4, + "FP": 1894.8600000000001, + "IoU": 0.11189063699955307, + "TN": 268741.5933333334, + "TP": 1348.8133333333333, + "n_pred": 3243.673333333333, + "n_ref": 2430.213333333333 + }, + "2": { + "Dice": 0.085976756241842, + "FN": 2425.026666666667, + "FP": 1202.18, + "IoU": 0.06227569980471108, + "TN": 268931.9933333333, + "TP": 507.4666666666667, + "n_pred": 1709.6466666666668, + "n_ref": 2932.4933333333333 + }, + "3": { + "Dice": 0.08873753839187967, + "FN": 3108.2066666666665, + "FP": 1888.6133333333335, + "IoU": 0.05949399178364116, + "TN": 267085.2466666667, + "TP": 984.6, + "n_pred": 2873.213333333333, + "n_ref": 4092.8066666666664 + }, + "4": { + "Dice": 0.11333671991674713, + "FN": 941.4799999999999, + "FP": 367.97333333333336, + "IoU": 0.08374583183833664, + "TN": 271439.10666666663, + "TP": 318.1066666666667, + "n_pred": 686.08, + "n_ref": 1259.5866666666666 + }, + "5": { + "Dice": 0.03856701314414563, + "FN": 470.73999999999995, + "FP": 4.380000000000001, + "IoU": 0.027717960866243237, + "TN": 272589.5266666667, + "TP": 2.02, + "n_pred": 6.4, + "n_ref": 472.76000000000005 + }, + "6": { + "Dice": 0.30718221587803207, + "FN": 3643.94, + "FP": 4017.8200000000006, + "IoU": 0.2416616881795079, + "TN": 261073.9666666667, + "TP": 4330.9400000000005, + "n_pred": 8348.76, + "n_ref": 7974.88 + }, + "7": { + "Dice": 0.1654936337002655, + "FN": 2707.846666666667, + "FP": 5959.826666666666, + "IoU": 0.13438259556640111, + "TN": 261722.53999999998, + "TP": 2676.4533333333334, + "n_pred": 8636.28, + "n_ref": 5384.3 + }, + "8": { + "Dice": 0.345640061881178, + "FN": 649.2933333333333, + "FP": 856.9933333333335, + "IoU": 0.2935214817113715, + "TN": 270047.44000000006, + "TP": 1512.94, + "n_pred": 2369.9333333333334, + "n_ref": 2162.233333333333 + }, + "9": { + "Dice": 0.0348344125400646, + "FN": 604.6866666666667, + "FP": 81.33333333333334, + "IoU": 0.023086864391200418, + "TN": 272346.8333333333, + "TP": 33.81333333333333, + "n_pred": 115.14666666666668, + "n_ref": 638.5 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/loop_000/summary.json b/nnActive_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/loop_000/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..42ef3e79936e77bcac14a6e4b7bdb4b0fbe92073 --- /dev/null +++ b/nnActive_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/loop_000/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.39761201845402555, + "FN": 71443.2, + "FP": 70344.808, + "IoU": 0.2842095236893281, + "TN": 96200025.50133334, + "TP": 115147.33066666669, + "n_pred": 185492.13866666667, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.5051122063696496, + "FN": 71743.88, + "FP": 147062.98, + "IoU": 0.3549678526518608, + "TN": 96115609.72, + "TP": 122544.26, + "n_pred": 269607.24, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.40305383689664687, + "FN": 39708.94, + "FP": 54267.38, + "IoU": 0.26568571845165606, + "TN": 96328470.9, + "TP": 34513.62, + "n_pred": 88781.0, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.31855021040562986, + "FN": 2816.54, + "FP": 471.7, + "IoU": 0.20871999975060213, + "TN": 96452788.76, + "TP": 883.84, + "n_pred": 1355.54, + "n_ref": 3700.38 + }, + "12": { + "Dice": 2.810304449648712e-05, + "FN": 4236.6, + "FP": 1.84, + "IoU": 1.4061401453011484e-05, + "TN": 96452722.34, + "TP": 0.06, + "n_pred": 1.9, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.1848949693649759, + "FN": 47556.8, + "FP": 25143.52, + "IoU": 0.1104053024101199, + "TN": 96373959.18, + "TP": 10301.34, + "n_pred": 35444.86, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.5632810795909442, + "FN": 84206.44, + "FP": 16263.8, + "IoU": 0.4263456006209922, + "TN": 96302338.9, + "TP": 54151.7, + "n_pred": 70415.5, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.3165367133052559, + "FN": 45169.7, + "FP": 5047.12, + "IoU": 0.2110553872450614, + "TN": 96397866.68, + "TP": 8877.34, + "n_pred": 13924.46, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.36956095934769917, + "FN": 104284.98, + "FP": 68389.78, + "IoU": 0.2351436001921818, + "TN": 96231729.36, + "TP": 52556.72, + "n_pred": 120946.5, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.5204128880705107, + "FN": 51869.22, + "FP": 146944.1, + "IoU": 0.3578056812497799, + "TN": 96146614.16, + "TP": 111533.36, + "n_pred": 258477.46, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.40755941928152095, + "FN": 16024.04, + "FP": 9944.14, + "IoU": 0.29291575840272177, + "TN": 96420439.2, + "TP": 10553.46, + "n_pred": 20497.6, + "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": 0.7674273619217241, + "FN": 265537.98, + "FP": 422478.24, + "IoU": 0.6330197208497976, + "TN": 94675258.98, + "TP": 1093685.64, + "n_pred": 1516163.88, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.37658849066157507, + "FN": 231533.94, + "FP": 96843.0, + "IoU": 0.2438069567954013, + "TN": 96021193.18, + "TP": 107390.72, + "n_pred": 204233.72, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.7050255411113079, + "FN": 56425.32, + "FP": 15710.48, + "IoU": 0.5568175791847506, + "TN": 96308881.18, + "TP": 75943.86, + "n_pred": 91654.34, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.5261484974384459, + "FN": 33381.46, + "FP": 46604.04, + "IoU": 0.3664396361335428, + "TN": 96332701.3, + "TP": 44274.04, + "n_pred": 90878.08, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.32073792539117174, + "FN": 12141, + "FP": 329034, + "IoU": 0.1909993265737781, + "TN": 119171596, + "TP": 80549, + "n_pred": 409583, + "n_ref": 92690 + }, + "10": { + "Dice": 0.6179825903162111, + "FN": 19783, + "FP": 48898, + "IoU": 0.44715977236322074, + "TN": 119469087, + "TP": 55552, + "n_pred": 104450, + "n_ref": 75335 + }, + "11": { + "Dice": 0.4030278232405892, + "FN": 2561, + "FP": 357, + "IoU": 0.25236997181655135, + "TN": 119589417, + "TP": 985, + "n_pred": 1342, + "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": 0.21123169456066945, + "FN": 43064, + "FP": 29326, + "IoU": 0.11808778918899163, + "TN": 119511237, + "TP": 9693, + "n_pred": 39019, + "n_ref": 52757 + }, + "14": { + "Dice": 0.36238224990268586, + "FN": 189300, + "FP": 15455, + "IoU": 0.2212862249942953, + "TN": 119330380, + "TP": 58185, + "n_pred": 73640, + "n_ref": 247485 + }, + "15": { + "Dice": 0.13223034294434183, + "FN": 28747, + "FP": 25276, + "IoU": 0.07079585132183217, + "TN": 119535181, + "TP": 4116, + "n_pred": 29392, + "n_ref": 32863 + }, + "2": { + "Dice": 0.4437386357949522, + "FN": 74296, + "FP": 92435, + "IoU": 0.2851311778350405, + "TN": 119360087, + "TP": 66502, + "n_pred": 158937, + "n_ref": 140798 + }, + "3": { + "Dice": 0.6306426434894705, + "FN": 13832, + "FP": 169541, + "IoU": 0.46053912843942235, + "TN": 119253401, + "TP": 156546, + "n_pred": 326087, + "n_ref": 170378 + }, + "4": { + "Dice": 0.46895121376384635, + "FN": 52832, + "FP": 3499, + "IoU": 0.3062941024346391, + "TN": 119512117, + "TP": 24872, + "n_pred": 28371, + "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": 0.803775337983933, + "FN": 206121, + "FP": 270327, + "IoU": 0.6719267404412843, + "TN": 118141059, + "TP": 975813, + "n_pred": 1246140, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 168423, + "IoU": 0.0, + "TN": 119424897, + "TP": 0, + "n_pred": 168423, + "n_ref": 0 + }, + "8": { + "Dice": 0.6557462264130164, + "FN": 137646, + "FP": 18649, + "IoU": 0.4878143095430817, + "TN": 119288167, + "TP": 148858, + "n_pred": 167507, + "n_ref": 286504 + }, + "9": { + "Dice": 0.49238943930923784, + "FN": 36502, + "FP": 46037, + "IoU": 0.32660254056832366, + "TN": 119470749, + "TP": 40032, + "n_pred": 86069, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7422373105903785, + "FN": 40657, + "FP": 62072, + "IoU": 0.5901250822909809, + "TN": 72575025, + "TP": 147906, + "n_pred": 209978, + "n_ref": 188563 + }, + "10": { + "Dice": 0.535318177738457, + "FN": 26701, + "FP": 45781, + "IoU": 0.3654842776104769, + "TN": 72711428, + "TP": 41750, + "n_pred": 87531, + "n_ref": 68451 + }, + "11": { + "Dice": 0.5577354260089686, + "FN": 1252, + "FP": 326, + "IoU": 0.386708122813836, + "TN": 72823087, + "TP": 995, + "n_pred": 1321, + "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": 0.09061796922470564, + "FN": 47424, + "FP": 7951, + "IoU": 0.047459318127085696, + "TN": 72767526, + "TP": 2759, + "n_pred": 10710, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8560963676993666, + "FN": 12144, + "FP": 9622, + "IoU": 0.7483990290139868, + "TN": 72739150, + "TP": 64744, + "n_pred": 74366, + "n_ref": 76888 + }, + "15": { + "Dice": 0.5152780907152885, + "FN": 27616, + "FP": 351, + "IoU": 0.3470536047814718, + "TN": 72782828, + "TP": 14865, + "n_pred": 15216, + "n_ref": 42481 + }, + "2": { + "Dice": 0.5209069591881726, + "FN": 57870, + "FP": 85558, + "IoU": 0.3521799811202298, + "TN": 72604259, + "TP": 77973, + "n_pred": 163531, + "n_ref": 135843 + }, + "3": { + "Dice": 0.6504361137244271, + "FN": 25170, + "FP": 84441, + "IoU": 0.48196022458740573, + "TN": 72614072, + "TP": 101977, + "n_pred": 186418, + "n_ref": 127147 + }, + "4": { + "Dice": 0.3696351310705444, + "FN": 19022, + "FP": 8223, + "IoU": 0.22671926886725513, + "TN": 72790427, + "TP": 7988, + "n_pred": 16211, + "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": 0.8377980297147258, + "FN": 163455, + "FP": 240921, + "IoU": 0.720871286691314, + "TN": 71376952, + "TP": 1044332, + "n_pred": 1285253, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.4308163275841597, + "FN": 155428, + "FP": 65084, + "IoU": 0.2745480565196651, + "TN": 72521695, + "TP": 83453, + "n_pred": 148537, + "n_ref": 238881 + }, + "8": { + "Dice": 0.6652477552377786, + "FN": 23187, + "FP": 12044, + "IoU": 0.49840542156667333, + "TN": 72755422, + "TP": 35007, + "n_pred": 47051, + "n_ref": 58194 + }, + "9": { + "Dice": 0.5519962707390896, + "FN": 35948, + "FP": 32287, + "IoU": 0.381211912362159, + "TN": 72715388, + "TP": 42037, + "n_pred": 74324, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5516124447370193, + "FN": 112563, + "FP": 127197, + "IoU": 0.38084588805850667, + "TN": 71422250, + "TP": 147478, + "n_pred": 274675, + "n_ref": 260041 + }, + "10": { + "Dice": 0.5233774151191146, + "FN": 49076, + "FP": 32232, + "IoU": 0.3544422389837237, + "TN": 71683538, + "TP": 44642, + "n_pred": 76874, + "n_ref": 93718 + }, + "11": { + "Dice": 0.1133761519128735, + "FN": 3166, + "FP": 9, + "IoU": 0.0600947306098283, + "TN": 71806110, + "TP": 203, + "n_pred": 212, + "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": 0.46700566839408464, + "FN": 39885, + "FP": 14934, + "IoU": 0.30463626561806306, + "TN": 71730653, + "TP": 24016, + "n_pred": 38950, + "n_ref": 63901 + }, + "14": { + "Dice": 0.1599130509717574, + "FN": 476707, + "FP": 974, + "IoU": 0.08690516013724685, + "TN": 71286343, + "TP": 45464, + "n_pred": 46438, + "n_ref": 522171 + }, + "15": { + "Dice": 0.0, + "FN": 180663, + "FP": 236, + "IoU": 0.0, + "TN": 71628589, + "TP": 0, + "n_pred": 236, + "n_ref": 180663 + }, + "2": { + "Dice": 0.49061954401178065, + "FN": 75076, + "FP": 74011, + "IoU": 0.3250469701428345, + "TN": 71588603, + "TP": 71798, + "n_pred": 145809, + "n_ref": 146874 + }, + "3": { + "Dice": 0.5026949327216921, + "FN": 72562, + "FP": 149893, + "IoU": 0.3357331406320919, + "TN": 71474600, + "TP": 112433, + "n_pred": 262326, + "n_ref": 184995 + }, + "4": { + "Dice": 0.6618820202235799, + "FN": 1571, + "FP": 11102, + "IoU": 0.49463651951987875, + "TN": 71784411, + "TP": 12404, + "n_pred": 23506, + "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": 0.8068469146802973, + "FN": 138039, + "FP": 393487, + "IoU": 0.6762308412956956, + "TN": 70167806, + "TP": 1110156, + "n_pred": 1503643, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.591567621152198, + "FN": 120564, + "FP": 37648, + "IoU": 0.420018475886036, + "TN": 71536700, + "TP": 114576, + "n_pred": 152224, + "n_ref": 235140 + }, + "8": { + "Dice": 0.7966250438794443, + "FN": 17693, + "FP": 14751, + "IoU": 0.6619923738878587, + "TN": 71713502, + "TP": 63542, + "n_pred": 78293, + "n_ref": 81235 + }, + "9": { + "Dice": 0.6554217132426919, + "FN": 28549, + "FP": 34126, + "IoU": 0.48745522644379385, + "TN": 71687206, + "TP": 59607, + "n_pred": 93733, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6316080179963043, + "FN": 25515, + "FP": 194583, + "IoU": 0.46156951100477767, + "TN": 135036733, + "TP": 188679, + "n_pred": 383262, + "n_ref": 214194 + }, + "10": { + "Dice": 0.561290891011844, + "FN": 40541, + "FP": 29169, + "IoU": 0.39013507838745803, + "TN": 135331206, + "TP": 44594, + "n_pred": 73763, + "n_ref": 85135 + }, + "11": { + "Dice": 0.2472885032537961, + "FN": 3034, + "FP": 89, + "IoU": 0.14108910891089108, + "TN": 135441874, + "TP": 513, + "n_pred": 602, + "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": 0.25032364184651, + "FN": 32355, + "FP": 16868, + "IoU": 0.14306853989310772, + "TN": 135388069, + "TP": 8218, + "n_pred": 25086, + "n_ref": 40573 + }, + "14": { + "Dice": 0.7516211698315811, + "FN": 44320, + "FP": 20909, + "IoU": 0.6020777921475806, + "TN": 135281586, + "TP": 98695, + "n_pred": 119604, + "n_ref": 143015 + }, + "15": { + "Dice": 0.5195037325202397, + "FN": 31535, + "FP": 5025, + "IoU": 0.35089837369505006, + "TN": 135389186, + "TP": 19764, + "n_pred": 24789, + "n_ref": 51299 + }, + "2": { + "Dice": 0.30659979090295514, + "FN": 151620, + "FP": 110357, + "IoU": 0.18105571810838522, + "TN": 135125614, + "TP": 57919, + "n_pred": 168276, + "n_ref": 209539 + }, + "3": { + "Dice": 0.5591452853811529, + "FN": 49789, + "FP": 229440, + "IoU": 0.38806500038351543, + "TN": 134989205, + "TP": 177076, + "n_pred": 406516, + "n_ref": 226865 + }, + "4": { + "Dice": 0.7422405014745361, + "FN": 8778, + "FP": 10713, + "IoU": 0.5901291163729655, + "TN": 135397956, + "TP": 28063, + "n_pred": 38776, + "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": 0.8560119029224147, + "FN": 235850, + "FP": 244057, + "IoU": 0.7482699383928642, + "TN": 133539075, + "TP": 1426528, + "n_pred": 1670585, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.4378260517660448, + "FN": 109715, + "FP": 119494, + "IoU": 0.28026715735530544, + "TN": 135127046, + "TP": 89255, + "n_pred": 208749, + "n_ref": 198970 + }, + "8": { + "Dice": 0.5376062264836543, + "FN": 174967, + "FP": 22274, + "IoU": 0.3676207025902284, + "TN": 135133607, + "TP": 114662, + "n_pred": 136936, + "n_ref": 289629 + }, + "9": { + "Dice": 0.5474031135945596, + "FN": 50864, + "FP": 27137, + "IoU": 0.3768444767557981, + "TN": 135320339, + "TP": 47170, + "n_pred": 74307, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2793959281183055, + "FN": 195633, + "FP": 116862, + "IoU": 0.16238246362671413, + "TN": 105380929, + "TP": 60581, + "n_pred": 177443, + "n_ref": 256214 + }, + "10": { + "Dice": 0.16009186817907686, + "FN": 50796, + "FP": 50869, + "IoU": 0.0870107944034341, + "TN": 105642651, + "TP": 9689, + "n_pred": 60558, + "n_ref": 60485 + }, + "11": { + "Dice": 0.344946025515211, + "FN": 1766, + "FP": 904, + "IoU": 0.20841980432849097, + "TN": 105750632, + "TP": 703, + "n_pred": 1607, + "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": 0.09190209814889976, + "FN": 75694, + "FP": 27228, + "IoU": 0.048164246740035145, + "TN": 105645875, + "TP": 5208, + "n_pred": 32436, + "n_ref": 80902 + }, + "14": { + "Dice": 0.624520275100109, + "FN": 106912, + "FP": 1296, + "IoU": 0.45403815395793073, + "TN": 105555808, + "TP": 89989, + "n_pred": 91285, + "n_ref": 196901 + }, + "15": { + "Dice": 0.354197369518672, + "FN": 21563, + "FP": 1662, + "IoU": 0.21521254308305737, + "TN": 105724411, + "TP": 6369, + "n_pred": 8031, + "n_ref": 27932 + }, + "2": { + "Dice": 0.3438535935871055, + "FN": 108858, + "FP": 59187, + "IoU": 0.2076227030748266, + "TN": 105541928, + "TP": 44032, + "n_pred": 103219, + "n_ref": 152890 + }, + "3": { + "Dice": 0.5246775098149187, + "FN": 55458, + "FP": 154722, + "IoU": 0.35563581068237976, + "TN": 105427823, + "TP": 116002, + "n_pred": 270724, + "n_ref": 171460 + }, + "4": { + "Dice": 0.10070919399828626, + "FN": 38092, + "FP": 11235, + "IoU": 0.053024630920155885, + "TN": 105701916, + "TP": 2762, + "n_pred": 13997, + "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": 0.7610428937764202, + "FN": 319219, + "FP": 445265, + "IoU": 0.6142608892216838, + "TN": 103772137, + "TP": 1217384, + "n_pred": 1662649, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.4233580956095716, + "FN": 160928, + "FP": 131791, + "IoU": 0.26851886559063204, + "TN": 105353832, + "TP": 107454, + "n_pred": 239245, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8184929200668507, + "FN": 21818, + "FP": 7831, + "IoU": 0.6927532927802361, + "TN": 105657506, + "TP": 66850, + "n_pred": 74681, + "n_ref": 88668 + }, + "9": { + "Dice": 0.5842613316489763, + "FN": 32257, + "FP": 28297, + "IoU": 0.4126900993171943, + "TN": 105650901, + "TP": 42550, + "n_pred": 70847, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6438071307239419, + "FN": 38543, + "FP": 199038, + "IoU": 0.4747164988912006, + "TN": 96685589, + "TP": 214710, + "n_pred": 413748, + "n_ref": 253253 + }, + "10": { + "Dice": 0.6447301797850566, + "FN": 22168, + "FP": 77466, + "IoU": 0.4757209008629762, + "TN": 96947840, + "TP": 90406, + "n_pred": 167872, + "n_ref": 112574 + }, + "11": { + "Dice": 0.2909090909090909, + "FN": 2777, + "FP": 1045, + "IoU": 0.1702127659574468, + "TN": 97133274, + "TP": 784, + "n_pred": 1829, + "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": 0.4311160243036796, + "FN": 23963, + "FP": 44480, + "IoU": 0.27479152759676617, + "TN": 97043503, + "TP": 25934, + "n_pred": 70414, + "n_ref": 49897 + }, + "14": { + "Dice": 0.6001187173298538, + "FN": 149716, + "FP": 3207, + "IoU": 0.42869257897725577, + "TN": 96870208, + "TP": 114749, + "n_pred": 117956, + "n_ref": 264465 + }, + "15": { + "Dice": 0.13918800350961155, + "FN": 20627, + "FP": 957, + "IoU": 0.07479960564104762, + "TN": 97114551, + "TP": 1745, + "n_pred": 2702, + "n_ref": 22372 + }, + "2": { + "Dice": 0.15724891125301804, + "FN": 120581, + "FP": 66160, + "IoU": 0.08533377742294147, + "TN": 96933717, + "TP": 17422, + "n_pred": 83582, + "n_ref": 138003 + }, + "3": { + "Dice": 0.41302473226484715, + "FN": 32254, + "FP": 326473, + "IoU": 0.2602590857350248, + "TN": 96652944, + "TP": 126209, + "n_pred": 452682, + "n_ref": 158463 + }, + "4": { + "Dice": 0.710029954903058, + "FN": 5926, + "FP": 11692, + "IoU": 0.5504235990609371, + "TN": 97098692, + "TP": 21570, + "n_pred": 33262, + "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": 0.7850881407588176, + "FN": 262575, + "FP": 415084, + "IoU": 0.6462099573619877, + "TN": 95222453, + "TP": 1237768, + "n_pred": 1652852, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.6007938062401366, + "FN": 120817, + "FP": 56506, + "IoU": 0.42938189447669556, + "TN": 96827124, + "TP": 133433, + "n_pred": 189939, + "n_ref": 254250 + }, + "8": { + "Dice": 0.8478649478308395, + "FN": 24895, + "FP": 12126, + "IoU": 0.735907605826711, + "TN": 96997698, + "TP": 103161, + "n_pred": 115287, + "n_ref": 128056 + }, + "9": { + "Dice": 0.5321991035714462, + "FN": 14495, + "FP": 80586, + "IoU": 0.36258262606760255, + "TN": 96988714, + "TP": 54085, + "n_pred": 134671, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5834567736169703, + "FN": 7683, + "FP": 229091, + "IoU": 0.4118877297565822, + "TN": 130364192, + "TP": 165826, + "n_pred": 394917, + "n_ref": 173509 + }, + "10": { + "Dice": 0.39197199533255545, + "FN": 43656, + "FP": 60560, + "IoU": 0.24375943341460582, + "TN": 130628984, + "TP": 33592, + "n_pred": 94152, + "n_ref": 77248 + }, + "11": { + "Dice": 0.1625082799735041, + "FN": 3681, + "FP": 112, + "IoU": 0.08844027877913962, + "TN": 130762631, + "TP": 368, + "n_pred": 480, + "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": 0.10886013087169899, + "FN": 53914, + "FP": 68108, + "IoU": 0.057563236145974125, + "TN": 130637317, + "TP": 7453, + "n_pred": 75561, + "n_ref": 61367 + }, + "14": { + "Dice": 0.7852408307556341, + "FN": 51030, + "FP": 8262, + "IoU": 0.6464168788650418, + "TN": 130599103, + "TP": 108397, + "n_pred": 116659, + "n_ref": 159427 + }, + "15": { + "Dice": 0.4514568052159739, + "FN": 19927, + "FP": 1611, + "IoU": 0.2915364626163613, + "TN": 130736391, + "TP": 8863, + "n_pred": 10474, + "n_ref": 28790 + }, + "2": { + "Dice": 0.4757205740298352, + "FN": 84087, + "FP": 97191, + "IoU": 0.3120953848255554, + "TN": 130503270, + "TP": 82244, + "n_pred": 179435, + "n_ref": 166331 + }, + "3": { + "Dice": 0.45541044388297924, + "FN": 45556, + "FP": 242625, + "IoU": 0.29484236901604205, + "TN": 130358116, + "TP": 120495, + "n_pred": 363120, + "n_ref": 166051 + }, + "4": { + "Dice": 0.5954855388031993, + "FN": 12775, + "FP": 10540, + "IoU": 0.42397964225714, + "TN": 130726316, + "TP": 17161, + "n_pred": 27701, + "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": 0.792276712566506, + "FN": 172997, + "FP": 437428, + "IoU": 0.6560084754597684, + "TN": 128992257, + "TP": 1164110, + "n_pred": 1601538, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.6338042135335847, + "FN": 209061, + "FP": 64217, + "IoU": 0.4639190223041764, + "TN": 130257022, + "TP": 236492, + "n_pred": 300709, + "n_ref": 445553 + }, + "8": { + "Dice": 0.7319891744929582, + "FN": 82948, + "FP": 24895, + "IoU": 0.57727360032613, + "TN": 130511679, + "TP": 147270, + "n_pred": 172165, + "n_ref": 230218 + }, + "9": { + "Dice": 0.5047216026349253, + "FN": 53605, + "FP": 41431, + "IoU": 0.33754356615084347, + "TN": 130623332, + "TP": 48424, + "n_pred": 89855, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.49029919886642326, + "FN": 74893, + "FP": 186977, + "IoU": 0.32476580690576323, + "TN": 71848187, + "TP": 125951, + "n_pred": 312928, + "n_ref": 200844 + }, + "10": { + "Dice": 0.12467861354366024, + "FN": 49764, + "FP": 131354, + "IoU": 0.06648386481596974, + "TN": 72041991, + "TP": 12899, + "n_pred": 144253, + "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": 0.01305436184845663, + "FN": 69674, + "FP": 45847, + "IoU": 0.006570064926688739, + "TN": 72119723, + "TP": 764, + "n_pred": 46611, + "n_ref": 70438 + }, + "14": { + "Dice": 0.43122658293228827, + "FN": 47546, + "FP": 21829, + "IoU": 0.2748813679787612, + "TN": 72140334, + "TP": 26299, + "n_pred": 48128, + "n_ref": 73845 + }, + "15": { + "Dice": 0.03719443783361099, + "FN": 27769, + "FP": 550, + "IoU": 0.01894962932169334, + "TN": 72207142, + "TP": 547, + "n_pred": 1097, + "n_ref": 28316 + }, + "2": { + "Dice": 0.2263028453111178, + "FN": 104015, + "FP": 55167, + "IoU": 0.1275882101478664, + "TN": 72053546, + "TP": 23280, + "n_pred": 78447, + "n_ref": 127295 + }, + "3": { + "Dice": 0.6566168714057237, + "FN": 33174, + "FP": 108100, + "IoU": 0.4887785602107503, + "TN": 71959662, + "TP": 135072, + "n_pred": 243172, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 12704, + "IoU": 0.0, + "TN": 72223304, + "TP": 0, + "n_pred": 12704, + "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": 0.561060774096527, + "FN": 424620, + "FP": 1276460, + "IoU": 0.3899127662909122, + "TN": 69447751, + "TP": 1087177, + "n_pred": 2363637, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.17317482286241537, + "FN": 274322, + "FP": 345782, + "IoU": 0.09479550918701454, + "TN": 71550965, + "TP": 64939, + "n_pred": 410721, + "n_ref": 339261 + }, + "8": { + "Dice": 0.7921556044493339, + "FN": 15734, + "FP": 11472, + "IoU": 0.6558424308357895, + "TN": 72156957, + "TP": 51845, + "n_pred": 63317, + "n_ref": 67579 + }, + "9": { + "Dice": 0.17241088417520412, + "FN": 40423, + "FP": 47870, + "IoU": 0.09433788080828803, + "TN": 72138518, + "TP": 9197, + "n_pred": 57067, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.10007042350764302, + "FN": 74498, + "FP": 186190, + "IoU": 0.05267059618725062, + "TN": 52277938, + "TP": 14494, + "n_pred": 200684, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0023371311714869996, + "FN": 47128, + "FP": 682, + "IoU": 0.00116993272886809, + "TN": 52505254, + "TP": 56, + "n_pred": 738, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 13, + "IoU": 0.0, + "TN": 52551065, + "TP": 0, + "n_pred": 13, + "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": 0.08442259792360085, + "FN": 52007, + "FP": 31067, + "IoU": 0.04407161925803185, + "TN": 52466216, + "TP": 3830, + "n_pred": 34897, + "n_ref": 55837 + }, + "15": { + "Dice": 0.17220721249853166, + "FN": 22337, + "FP": 5851, + "IoU": 0.0942159383033419, + "TN": 52522000, + "TP": 2932, + "n_pred": 8783, + "n_ref": 25269 + }, + "2": { + "Dice": 0.25041204143335843, + "FN": 112134, + "FP": 25216, + "IoU": 0.14312629451251466, + "TN": 52392828, + "TP": 22942, + "n_pred": 48158, + "n_ref": 135076 + }, + "3": { + "Dice": 0.268958995353864, + "FN": 120198, + "FP": 4261, + "IoU": 0.1553741330401618, + "TN": 52405766, + "TP": 22895, + "n_pred": 27156, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 457, + "IoU": 0.0, + "TN": 52550783, + "TP": 0, + "n_pred": 457, + "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": 0.6707878679160139, + "FN": 294186, + "FP": 175630, + "IoU": 0.5046507263399174, + "TN": 51604666, + "TP": 478638, + "n_pred": 654268, + "n_ref": 772824 + }, + "7": { + "Dice": 0.25618973807678525, + "FN": 162322, + "FP": 16188, + "IoU": 0.14691376904402348, + "TN": 52343868, + "TP": 30742, + "n_pred": 46930, + "n_ref": 193064 + }, + "8": { + "Dice": 0.6378670565690803, + "FN": 30739, + "FP": 1954, + "IoU": 0.46828546335751225, + "TN": 52491634, + "TP": 28793, + "n_pred": 30747, + "n_ref": 59532 + }, + "9": { + "Dice": 0.6240701653722412, + "FN": 32409, + "FP": 22626, + "IoU": 0.45356249255331826, + "TN": 52452404, + "TP": 45681, + "n_pred": 68307, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6033368454074943, + "FN": 51358, + "FP": 266011, + "IoU": 0.4319845078060541, + "TN": 143578517, + "TP": 241364, + "n_pred": 507375, + "n_ref": 292722 + }, + "10": { + "Dice": 0.5354539484485307, + "FN": 33050, + "FP": 80132, + "IoU": 0.3656108648009372, + "TN": 143958839, + "TP": 65229, + "n_pred": 145361, + "n_ref": 98279 + }, + "11": { + "Dice": 0.21993311036789298, + "FN": 5797, + "FP": 34, + "IoU": 0.12355328423267699, + "TN": 144130597, + "TP": 822, + "n_pred": 856, + "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": 0.3717012238414421, + "FN": 73413, + "FP": 31009, + "IoU": 0.22827581110043604, + "TN": 144001940, + "TP": 30888, + "n_pred": 61897, + "n_ref": 104301 + }, + "14": { + "Dice": 0.23702385600624723, + "FN": 354547, + "FP": 3050, + "IoU": 0.13444529967904498, + "TN": 143724108, + "TP": 55545, + "n_pred": 58595, + "n_ref": 410092 + }, + "15": { + "Dice": 0.08253780518712511, + "FN": 21689, + "FP": 31, + "IoU": 0.04304533638806891, + "TN": 144114553, + "TP": 977, + "n_pred": 1008, + "n_ref": 22666 + }, + "2": { + "Dice": 0.40559257917484604, + "FN": 89896, + "FP": 51208, + "IoU": 0.2543845279928135, + "TN": 143948005, + "TP": 48141, + "n_pred": 99349, + "n_ref": 138037 + }, + "3": { + "Dice": 0.5758555799353934, + "FN": 23028, + "FP": 199658, + "IoU": 0.4043519546348183, + "TN": 143763395, + "TP": 151169, + "n_pred": 350827, + "n_ref": 174197 + }, + "4": { + "Dice": 0.7478742781177974, + "FN": 7852, + "FP": 21355, + "IoU": 0.5972836952774905, + "TN": 144064725, + "TP": 43318, + "n_pred": 64673, + "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": 0.7413027444846265, + "FN": 194174, + "FP": 618533, + "IoU": 0.5889444353965005, + "TN": 142160128, + "TP": 1164415, + "n_pred": 1782948, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.36465483607817173, + "FN": 171952, + "FP": 96745, + "IoU": 0.22298340688131496, + "TN": 143791444, + "TP": 77109, + "n_pred": 173854, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7377374633869649, + "FN": 74343, + "FP": 35700, + "IoU": 0.5844564359538852, + "TN": 143872433, + "TP": 154774, + "n_pred": 190474, + "n_ref": 229117 + }, + "9": { + "Dice": 0.47597724051516954, + "FN": 36530, + "FP": 91025, + "IoU": 0.312316359813462, + "TN": 143951765, + "TP": 57930, + "n_pred": 148955, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5250704902092873, + "FN": 52279, + "FP": 240298, + "IoU": 0.35599700644934074, + "TN": 111324610, + "TP": 161733, + "n_pred": 402031, + "n_ref": 214012 + }, + "10": { + "Dice": 0.3002011417409806, + "FN": 33092, + "FP": 27097, + "IoU": 0.17660980314368185, + "TN": 111705821, + "TP": 12910, + "n_pred": 40007, + "n_ref": 46002 + }, + "11": { + "Dice": 0.29142343960484957, + "FN": 3146, + "FP": 10, + "IoU": 0.17056504599211564, + "TN": 111775115, + "TP": 649, + "n_pred": 659, + "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": 0.31052337605482844, + "FN": 42658, + "FP": 3015, + "IoU": 0.18379856320812038, + "TN": 111722962, + "TP": 10285, + "n_pred": 13300, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7453525499122337, + "FN": 20427, + "FP": 28462, + "IoU": 0.594073299124861, + "TN": 111658482, + "TP": 71549, + "n_pred": 100011, + "n_ref": 91976 + }, + "15": { + "Dice": 0.2773650863010706, + "FN": 8193, + "FP": 5037, + "IoU": 0.16101211237237617, + "TN": 111763151, + "TP": 2539, + "n_pred": 7576, + "n_ref": 10732 + }, + "2": { + "Dice": 0.5023864131312116, + "FN": 123838, + "FP": 39537, + "IoU": 0.3354579696232601, + "TN": 111533074, + "TP": 82471, + "n_pred": 122008, + "n_ref": 206309 + }, + "3": { + "Dice": 0.3810352103631126, + "FN": 11522, + "FP": 157149, + "IoU": 0.23535731771447224, + "TN": 111558332, + "TP": 51917, + "n_pred": 209066, + "n_ref": 63439 + }, + "4": { + "Dice": 0.5811144477811144, + "FN": 9971, + "FP": 2583, + "IoU": 0.4095569560718653, + "TN": 111757658, + "TP": 8708, + "n_pred": 11291, + "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": 0.7950534680276312, + "FN": 388006, + "FP": 48542, + "IoU": 0.6598246867653236, + "TN": 110495617, + "TP": 846755, + "n_pred": 895297, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.2987471234978266, + "FN": 188735, + "FP": 44386, + "IoU": 0.17560418420103402, + "TN": 111496142, + "TP": 49657, + "n_pred": 94043, + "n_ref": 238392 + }, + "8": { + "Dice": 0.33160262245693733, + "FN": 221331, + "FP": 4080, + "IoU": 0.1987551808222489, + "TN": 111497594, + "TP": 55915, + "n_pred": 59995, + "n_ref": 277246 + }, + "9": { + "Dice": 0.5647278424052532, + "FN": 37983, + "FP": 27310, + "IoU": 0.393463942999935, + "TN": 111671271, + "TP": 42356, + "n_pred": 69666, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2893271420438372, + "FN": 100354, + "FP": 219210, + "IoU": 0.16913060887019193, + "TN": 198703261, + "TP": 65050, + "n_pred": 284260, + "n_ref": 165404 + }, + "10": { + "Dice": 0.36575221238938055, + "FN": 42462, + "FP": 29208, + "IoU": 0.22380462446526236, + "TN": 198995540, + "TP": 20665, + "n_pred": 49873, + "n_ref": 63127 + }, + "11": { + "Dice": 0.3010670731707317, + "FN": 3645, + "FP": 23, + "IoU": 0.177209510991476, + "TN": 199083417, + "TP": 790, + "n_pred": 813, + "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": 5570, + "IoU": 0.0, + "TN": 199046711, + "TP": 0, + "n_pred": 5570, + "n_ref": 35594 + }, + "14": { + "Dice": 0.43005246065450914, + "FN": 29733, + "FP": 15897, + "IoU": 0.2739279178932294, + "TN": 199025030, + "TP": 17215, + "n_pred": 33112, + "n_ref": 46948 + }, + "15": { + "Dice": 0.07252640706828625, + "FN": 133255, + "FP": 2580, + "IoU": 0.03762770464625281, + "TN": 198946729, + "TP": 5311, + "n_pred": 7891, + "n_ref": 138566 + }, + "2": { + "Dice": 0.5885585810642019, + "FN": 42406, + "FP": 79472, + "IoU": 0.41699115044247786, + "TN": 198878825, + "TP": 87172, + "n_pred": 166644, + "n_ref": 129578 + }, + "3": { + "Dice": 0.4858454024046662, + "FN": 68904, + "FP": 79099, + "IoU": 0.32086908640389117, + "TN": 198869945, + "TP": 69927, + "n_pred": 149026, + "n_ref": 138831 + }, + "4": { + "Dice": 0.41516476782083067, + "FN": 9668, + "FP": 11327, + "IoU": 0.26196083945583015, + "TN": 199059428, + "TP": 7452, + "n_pred": 18779, + "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": 0.7605711814979864, + "FN": 191054, + "FP": 415854, + "IoU": 0.6136465201908252, + "TN": 197517013, + "TP": 963954, + "n_pred": 1379808, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.42527922449348227, + "FN": 99670, + "FP": 53054, + "IoU": 0.2700664340677723, + "TN": 198878645, + "TP": 56506, + "n_pred": 109560, + "n_ref": 156176 + }, + "8": { + "Dice": 0.7747117934655144, + "FN": 32472, + "FP": 17478, + "IoU": 0.6322690362430338, + "TN": 198952042, + "TP": 85883, + "n_pred": 103361, + "n_ref": 118355 + }, + "9": { + "Dice": 0.7832115600072777, + "FN": 21609, + "FP": 23669, + "IoU": 0.6436711052349923, + "TN": 198960807, + "TP": 81790, + "n_pred": 105459, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6247156815311943, + "FN": 28783, + "FP": 158154, + "IoU": 0.4542447500795553, + "TN": 130732663, + "TP": 155592, + "n_pred": 313746, + "n_ref": 184375 + }, + "10": { + "Dice": 0.3381301699378777, + "FN": 26740, + "FP": 192419, + "IoU": 0.20346369121174673, + "TN": 130800052, + "TP": 55981, + "n_pred": 248400, + "n_ref": 82721 + }, + "11": { + "Dice": 0.42021206964262336, + "FN": 2466, + "FP": 1963, + "IoU": 0.2659927079880676, + "TN": 131069158, + "TP": 1605, + "n_pred": 3568, + "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": 0.16016144381525751, + "FN": 78293, + "FP": 46140, + "IoU": 0.08705190098167251, + "TN": 130938894, + "TP": 11865, + "n_pred": 58005, + "n_ref": 90158 + }, + "14": { + "Dice": 0.5275601399821808, + "FN": 27895, + "FP": 23540, + "IoU": 0.35828977081331953, + "TN": 130995039, + "TP": 28718, + "n_pred": 52258, + "n_ref": 56613 + }, + "15": { + "Dice": 0.44890792892759324, + "FN": 17991, + "FP": 5550, + "IoU": 0.28941410848501314, + "TN": 131042063, + "TP": 9588, + "n_pred": 15138, + "n_ref": 27579 + }, + "2": { + "Dice": 0.2998128373335134, + "FN": 120289, + "FP": 66390, + "IoU": 0.1763410781571261, + "TN": 130848546, + "TP": 39967, + "n_pred": 106357, + "n_ref": 160256 + }, + "3": { + "Dice": 0.5756467131416719, + "FN": 30206, + "FP": 205490, + "IoU": 0.40414602083122664, + "TN": 130679632, + "TP": 159864, + "n_pred": 365354, + "n_ref": 190070 + }, + "4": { + "Dice": 0.08885647237901947, + "FN": 68877, + "FP": 17319, + "IoU": 0.04649387714465868, + "TN": 130984793, + "TP": 4203, + "n_pred": 21522, + "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": 0.6450185726127775, + "FN": 196513, + "FP": 1202953, + "IoU": 0.4760349917537623, + "TN": 128404277, + "TP": 1271449, + "n_pred": 2474402, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.4186783259806566, + "FN": 489992, + "FP": 307486, + "IoU": 0.2647648058326273, + "TN": 129990535, + "TP": 287179, + "n_pred": 594665, + "n_ref": 777171 + }, + "8": { + "Dice": 0.7773960282054972, + "FN": 41753, + "FP": 7747, + "IoU": 0.6358526932187679, + "TN": 130939258, + "TP": 86434, + "n_pred": 94181, + "n_ref": 128187 + }, + "9": { + "Dice": 0.2530082499527119, + "FN": 39460, + "FP": 114557, + "IoU": 0.14482509716823988, + "TN": 130895092, + "TP": 26083, + "n_pred": 140640, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.563967614408098, + "FN": 29729, + "FP": 257588, + "IoU": 0.39272625051254845, + "TN": 101144074, + "TP": 185809, + "n_pred": 443397, + "n_ref": 215538 + }, + "10": { + "Dice": 0.3124892844339843, + "FN": 25774, + "FP": 62446, + "IoU": 0.18517765934847463, + "TN": 101508931, + "TP": 20049, + "n_pred": 82495, + "n_ref": 45823 + }, + "11": { + "Dice": 0.44942275975810886, + "FN": 3324, + "FP": 682, + "IoU": 0.28984222655557523, + "TN": 101611559, + "TP": 1635, + "n_pred": 2317, + "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": 0.4799598384679557, + "FN": 27578, + "FP": 42863, + "IoU": 0.3157547087336202, + "TN": 101514253, + "TP": 32506, + "n_pred": 75369, + "n_ref": 60084 + }, + "14": { + "Dice": 0.7627573016445357, + "FN": 13116, + "FP": 17150, + "IoU": 0.616497719209326, + "TN": 101538280, + "TP": 48654, + "n_pred": 65804, + "n_ref": 61770 + }, + "15": { + "Dice": 0.5452122596611461, + "FN": 18946, + "FP": 4944, + "IoU": 0.37477100235540434, + "TN": 101578990, + "TP": 14320, + "n_pred": 19264, + "n_ref": 33266 + }, + "2": { + "Dice": 0.2925446760269933, + "FN": 134151, + "FP": 50567, + "IoU": 0.17133372213000764, + "TN": 101394290, + "TP": 38192, + "n_pred": 88759, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6195928991618512, + "FN": 24202, + "FP": 158479, + "IoU": 0.4488479512932452, + "TN": 101285747, + "TP": 148772, + "n_pred": 307251, + "n_ref": 172974 + }, + "4": { + "Dice": 0.2449426468358908, + "FN": 8942, + "FP": 35885, + "IoU": 0.1395638988060962, + "TN": 101565102, + "TP": 7271, + "n_pred": 43156, + "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": 0.737144771024939, + "FN": 399140, + "FP": 409997, + "IoU": 0.5837128073842709, + "TN": 99673501, + "TP": 1134562, + "n_pred": 1544559, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.6292644858854091, + "FN": 194799, + "FP": 79787, + "IoU": 0.45907068096347853, + "TN": 101109581, + "TP": 233033, + "n_pred": 312820, + "n_ref": 427832 + }, + "8": { + "Dice": 0.6241313598036913, + "FN": 112401, + "FP": 31583, + "IoU": 0.45362714256983155, + "TN": 101353673, + "TP": 119543, + "n_pred": 151126, + "n_ref": 231944 + }, + "9": { + "Dice": 0.5379717297427782, + "FN": 30855, + "FP": 55274, + "IoU": 0.36796260420335797, + "TN": 101480928, + "TP": 50143, + "n_pred": 105417, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4050993909060862, + "FN": 147242, + "FP": 41749, + "IoU": 0.25399663690405705, + "TN": 118928874, + "TP": 64347, + "n_pred": 106096, + "n_ref": 211589 + }, + "10": { + "Dice": 0.3979484323145118, + "FN": 37880, + "FP": 91829, + "IoU": 0.24839926525550912, + "TN": 119009635, + "TP": 42868, + "n_pred": 134697, + "n_ref": 80748 + }, + "11": { + "Dice": 0.030686799805163176, + "FN": 3975, + "FP": 5, + "IoU": 0.015582488251298541, + "TN": 119178169, + "TP": 63, + "n_pred": 68, + "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": 0.15132623556350386, + "FN": 28548, + "FP": 22229, + "IoU": 0.08185664689715029, + "TN": 119126908, + "TP": 4527, + "n_pred": 26756, + "n_ref": 33075 + }, + "14": { + "Dice": 0.15087068746137347, + "FN": 59642, + "FP": 10429, + "IoU": 0.08159012268008808, + "TN": 119105916, + "TP": 6225, + "n_pred": 16654, + "n_ref": 65867 + }, + "15": { + "Dice": 0.5054044227018808, + "FN": 13075, + "FP": 1888, + "IoU": 0.338154635527247, + "TN": 119159604, + "TP": 7645, + "n_pred": 9533, + "n_ref": 20720 + }, + "2": { + "Dice": 0.33944396013772427, + "FN": 139362, + "FP": 71288, + "IoU": 0.20441584143458194, + "TN": 118917438, + "TP": 54124, + "n_pred": 125412, + "n_ref": 193486 + }, + "3": { + "Dice": 0.5453389188002562, + "FN": 76518, + "FP": 124379, + "IoU": 0.374890705366561, + "TN": 118860833, + "TP": 120482, + "n_pred": 244861, + "n_ref": 197000 + }, + "4": { + "Dice": 0.0026542800265428003, + "FN": 43269, + "FP": 7833, + "IoU": 0.00132890365448505, + "TN": 119131042, + "TP": 68, + "n_pred": 7901, + "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": 0.7712973210871876, + "FN": 283459, + "FP": 579672, + "IoU": 0.6277330832953432, + "TN": 116863631, + "TP": 1455450, + "n_pred": 2035122, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.4060986313838952, + "FN": 191444, + "FP": 119129, + "IoU": 0.25478278604935756, + "TN": 118765457, + "TP": 106182, + "n_pred": 225311, + "n_ref": 297626 + }, + "8": { + "Dice": 0.707788458676825, + "FN": 22708, + "FP": 26385, + "IoU": 0.5477342029866696, + "TN": 119073663, + "TP": 59456, + "n_pred": 85841, + "n_ref": 82164 + }, + "9": { + "Dice": 0.3005914149443561, + "FN": 61887, + "FP": 48095, + "IoU": 0.17688001436953657, + "TN": 119048596, + "TP": 23634, + "n_pred": 71729, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 83793, + "IoU": 0.0, + "TN": 61248687, + "TP": 0, + "n_pred": 83793, + "n_ref": 0 + }, + "10": { + "Dice": 0.10540354620881358, + "FN": 30674, + "FP": 33049, + "IoU": 0.05563377150732842, + "TN": 61265003, + "TP": 3754, + "n_pred": 36803, + "n_ref": 34428 + }, + "11": { + "Dice": 0.3851393188854489, + "FN": 2931, + "FP": 48, + "IoU": 0.23849693251533743, + "TN": 61328568, + "TP": 933, + "n_pred": 981, + "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": 0.11674351276002573, + "FN": 48341, + "FP": 17557, + "IoU": 0.061990235292443026, + "TN": 61262227, + "TP": 4355, + "n_pred": 21912, + "n_ref": 52696 + }, + "14": { + "Dice": 0.4263582970483021, + "FN": 197039, + "FP": 841, + "IoU": 0.2709373399602825, + "TN": 61061063, + "TP": 73537, + "n_pred": 74378, + "n_ref": 270576 + }, + "15": { + "Dice": 0.0, + "FN": 98228, + "FP": 3, + "IoU": 0.0, + "TN": 61234249, + "TP": 0, + "n_pred": 3, + "n_ref": 98228 + }, + "2": { + "Dice": 0.3244396387971595, + "FN": 122085, + "FP": 39734, + "IoU": 0.19363052881261336, + "TN": 61131804, + "TP": 38857, + "n_pred": 78591, + "n_ref": 160942 + }, + "3": { + "Dice": 0.5968261283137477, + "FN": 27628, + "FP": 108852, + "IoU": 0.42534010955927865, + "TN": 61094983, + "TP": 101017, + "n_pred": 209869, + "n_ref": 128645 + }, + "4": { + "Dice": 0.3913050781971812, + "FN": 30542, + "FP": 5693, + "IoU": 0.2432438076939142, + "TN": 61284598, + "TP": 11647, + "n_pred": 17340, + "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": 0.7415466524129882, + "FN": 185014, + "FP": 526743, + "IoU": 0.5892523976632486, + "TN": 59599647, + "TP": 1021076, + "n_pred": 1547819, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.19435791948280928, + "FN": 167850, + "FP": 133726, + "IoU": 0.10763922793997982, + "TN": 60994527, + "TP": 36377, + "n_pred": 170103, + "n_ref": 204227 + }, + "8": { + "Dice": 0.49027263047551445, + "FN": 52514, + "FP": 9241, + "IoU": 0.324742493493997, + "TN": 61241026, + "TP": 29699, + "n_pred": 38940, + "n_ref": 82213 + }, + "9": { + "Dice": 0.5534383170183013, + "FN": 17862, + "FP": 55584, + "IoU": 0.38258881285831975, + "TN": 61213522, + "TP": 45512, + "n_pred": 101096, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6778670407659428, + "FN": 17217, + "FP": 134794, + "IoU": 0.5127071646097131, + "TN": 148795550, + "TP": 159939, + "n_pred": 294733, + "n_ref": 177156 + }, + "10": { + "Dice": 0.3698432638883034, + "FN": 50869, + "FP": 23872, + "IoU": 0.22687589217369716, + "TN": 149010826, + "TP": 21933, + "n_pred": 45805, + "n_ref": 72802 + }, + "11": { + "Dice": 0.2937520444880602, + "FN": 2155, + "FP": 4, + "IoU": 0.17216257668711657, + "TN": 149104892, + "TP": 449, + "n_pred": 453, + "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": 0.16456577217539248, + "FN": 75855, + "FP": 10569, + "IoU": 0.08966040279767422, + "TN": 149012564, + "TP": 8512, + "n_pred": 19081, + "n_ref": 84367 + }, + "14": { + "Dice": 0.6238514823501411, + "FN": 30159, + "FP": 45700, + "IoU": 0.45333150771802894, + "TN": 148968734, + "TP": 62907, + "n_pred": 108607, + "n_ref": 93066 + }, + "15": { + "Dice": 0.4628129913605086, + "FN": 24356, + "FP": 7417, + "IoU": 0.30107787065552133, + "TN": 149062040, + "TP": 13687, + "n_pred": 21104, + "n_ref": 38043 + }, + "2": { + "Dice": 0.586216864072194, + "FN": 73855, + "FP": 43527, + "IoU": 0.414644119861767, + "TN": 148906969, + "TP": 83149, + "n_pred": 126676, + "n_ref": 157004 + }, + "3": { + "Dice": 0.3340990708010239, + "FN": 24454, + "FP": 117584, + "IoU": 0.2005515843980413, + "TN": 148929830, + "TP": 35632, + "n_pred": 153216, + "n_ref": 60086 + }, + "4": { + "Dice": 0.7554185223249972, + "FN": 9295, + "FP": 1414, + "IoU": 0.606965904503248, + "TN": 149080253, + "TP": 16538, + "n_pred": 17952, + "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": 0.7882821471021898, + "FN": 226329, + "FP": 246228, + "IoU": 0.6505492555193617, + "TN": 147755215, + "TP": 879728, + "n_pred": 1125956, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.2809540989485555, + "FN": 210108, + "FP": 122729, + "IoU": 0.16343606577154893, + "TN": 148709638, + "TP": 65025, + "n_pred": 187754, + "n_ref": 275133 + }, + "8": { + "Dice": 0.6124803356056634, + "FN": 126867, + "FP": 2458, + "IoU": 0.4414210128495843, + "TN": 148875975, + "TP": 102200, + "n_pred": 104658, + "n_ref": 229067 + }, + "9": { + "Dice": 0.62675946335283, + "FN": 33319, + "FP": 31196, + "IoU": 0.4564090897601173, + "TN": 148988817, + "TP": 54168, + "n_pred": 85364, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.07943026883933949, + "FN": 491760, + "FP": 49338, + "IoU": 0.04135765942293451, + "TN": 100148358, + "TP": 23344, + "n_pred": 72682, + "n_ref": 515104 + }, + "10": { + "Dice": 0.279278637108846, + "FN": 26717, + "FP": 33949, + "IoU": 0.16230323115161557, + "TN": 100640380, + "TP": 11754, + "n_pred": 45703, + "n_ref": 38471 + }, + "11": { + "Dice": 0.01107011070110701, + "FN": 3451, + "FP": 1909, + "IoU": 0.0055658627087198514, + "TN": 100707410, + "TP": 30, + "n_pred": 1939, + "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": 6010, + "IoU": 0.0, + "TN": 100667635, + "TP": 0, + "n_pred": 6010, + "n_ref": 39155 + }, + "14": { + "Dice": 0.24310959655041847, + "FN": 132386, + "FP": 1545, + "IoU": 0.1383749356664951, + "TN": 100557360, + "TP": 21509, + "n_pred": 23054, + "n_ref": 153895 + }, + "15": { + "Dice": 0.0007345148529396333, + "FN": 95231, + "FP": 0, + "IoU": 0.0003673923540402662, + "TN": 100617534, + "TP": 35, + "n_pred": 35, + "n_ref": 95266 + }, + "2": { + "Dice": 0.15868836837105882, + "FN": 207178, + "FP": 68275, + "IoU": 0.0861822440293135, + "TN": 100411369, + "TP": 25978, + "n_pred": 94253, + "n_ref": 233156 + }, + "3": { + "Dice": 0.46898395338327525, + "FN": 125876, + "FP": 96205, + "IoU": 0.3063220365453694, + "TN": 100392650, + "TP": 98069, + "n_pred": 194274, + "n_ref": 223945 + }, + "4": { + "Dice": 0.0, + "FN": 57652, + "FP": 987, + "IoU": 0.0, + "TN": 100654161, + "TP": 0, + "n_pred": 987, + "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": 0.33541029410936296, + "FN": 1482668, + "FP": 876878, + "IoU": 0.20149727763088743, + "TN": 97757837, + "TP": 595417, + "n_pred": 1472295, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.20538210180749045, + "FN": 131852, + "FP": 181117, + "IoU": 0.11444335978948261, + "TN": 100359385, + "TP": 40446, + "n_pred": 221563, + "n_ref": 172298 + }, + "8": { + "Dice": 0.7108339521868069, + "FN": 33732, + "FP": 25065, + "IoU": 0.5513905314157098, + "TN": 100581735, + "TP": 72268, + "n_pred": 97333, + "n_ref": 106000 + }, + "9": { + "Dice": 0.42409881790410414, + "FN": 61942, + "FP": 46457, + "IoU": 0.2691151086897891, + "TN": 100564488, + "TP": 39913, + "n_pred": 86370, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.46528721452825883, + "FN": 5416, + "FP": 161031, + "IoU": 0.303175433822452, + "TN": 78711835, + "TP": 72418, + "n_pred": 233449, + "n_ref": 77834 + }, + "10": { + "Dice": 0.5428764805414552, + "FN": 22902, + "FP": 4114, + "IoU": 0.3725672348924706, + "TN": 78907642, + "TP": 16042, + "n_pred": 20156, + "n_ref": 38944 + }, + "11": { + "Dice": 0.3923985618900873, + "FN": 986, + "FP": 197, + "IoU": 0.2440894568690096, + "TN": 78949135, + "TP": 382, + "n_pred": 579, + "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": 2312, + "IoU": 0.0, + "TN": 78888983, + "TP": 0, + "n_pred": 2312, + "n_ref": 59405 + }, + "14": { + "Dice": 0.5605647647558196, + "FN": 8450, + "FP": 21055, + "IoU": 0.3894338217035014, + "TN": 78902376, + "TP": 18819, + "n_pred": 39874, + "n_ref": 27269 + }, + "15": { + "Dice": 0.5903551490675852, + "FN": 34268, + "FP": 220, + "IoU": 0.41879708117764036, + "TN": 78891361, + "TP": 24851, + "n_pred": 25071, + "n_ref": 59119 + }, + "2": { + "Dice": 0.3053792014239247, + "FN": 75758, + "FP": 35075, + "IoU": 0.18020503565194237, + "TN": 78815504, + "TP": 24363, + "n_pred": 59438, + "n_ref": 100121 + }, + "3": { + "Dice": 0.4259467928699441, + "FN": 44986, + "FP": 61998, + "IoU": 0.2706050792568604, + "TN": 78804025, + "TP": 39691, + "n_pred": 101689, + "n_ref": 84677 + }, + "4": { + "Dice": 0.4954514824797844, + "FN": 11246, + "FP": 734, + "IoU": 0.32930242973911095, + "TN": 78932838, + "TP": 5882, + "n_pred": 6616, + "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": 0.7146852201672775, + "FN": 262924, + "FP": 91712, + "IoU": 0.5560390585878818, + "TN": 78151900, + "TP": 444164, + "n_pred": 535876, + "n_ref": 707088 + }, + "7": { + "Dice": 0.0177274114062423, + "FN": 714460, + "FP": 22823, + "IoU": 0.008942973589125946, + "TN": 78206764, + "TP": 6653, + "n_pred": 29476, + "n_ref": 721113 + }, + "8": { + "Dice": 0.3552657117347929, + "FN": 257892, + "FP": 7852, + "IoU": 0.21600188812839274, + "TN": 78611740, + "TP": 73216, + "n_pred": 81068, + "n_ref": 331108 + }, + "9": { + "Dice": 0.4205167796569278, + "FN": 39618, + "FP": 8420, + "IoU": 0.2662369401845176, + "TN": 78885232, + "TP": 17430, + "n_pred": 25850, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.477950867112484, + "FN": 11118, + "FP": 288344, + "IoU": 0.31401802792381084, + "TN": 104567895, + "TP": 137083, + "n_pred": 425427, + "n_ref": 148201 + }, + "10": { + "Dice": 0.4292691025304022, + "FN": 40692, + "FP": 83067, + "IoU": 0.27329258195782763, + "TN": 104834139, + "TP": 46542, + "n_pred": 129609, + "n_ref": 87234 + }, + "11": { + "Dice": 0.07266282676118742, + "FN": 4167, + "FP": 19, + "IoU": 0.03770114942528736, + "TN": 105000090, + "TP": 164, + "n_pred": 183, + "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": 0.5116356332774581, + "FN": 43938, + "FP": 20740, + "IoU": 0.34375697558797863, + "TN": 104905882, + "TP": 33880, + "n_pred": 54620, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8675032034253212, + "FN": 14567, + "FP": 2391, + "IoU": 0.7660094104011149, + "TN": 104931967, + "TP": 55515, + "n_pred": 57906, + "n_ref": 70082 + }, + "15": { + "Dice": 0.5449834220278064, + "FN": 14580, + "FP": 1751, + "IoU": 0.3745547853395121, + "TN": 104978329, + "TP": 9780, + "n_pred": 11531, + "n_ref": 24360 + }, + "2": { + "Dice": 0.27836241319269917, + "FN": 136138, + "FP": 43321, + "IoU": 0.1616846747107268, + "TN": 104790369, + "TP": 34612, + "n_pred": 77933, + "n_ref": 170750 + }, + "3": { + "Dice": 0.5544183205588805, + "FN": 22835, + "FP": 187263, + "IoU": 0.3835261116294901, + "TN": 104663634, + "TP": 130708, + "n_pred": 317971, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 26133, + "IoU": 0.0, + "TN": 104978307, + "TP": 0, + "n_pred": 26133, + "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": 0.6879208965682971, + "FN": 212471, + "FP": 716072, + "IoU": 0.5242983405261626, + "TN": 103052496, + "TP": 1023401, + "n_pred": 1739473, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.48828406793548446, + "FN": 120440, + "FP": 109388, + "IoU": 0.3229998821727348, + "TN": 104664960, + "TP": 109652, + "n_pred": 219040, + "n_ref": 230092 + }, + "8": { + "Dice": 0.6075478457861149, + "FN": 198294, + "FP": 18599, + "IoU": 0.43631506041161505, + "TN": 104619663, + "TP": 167884, + "n_pred": 186483, + "n_ref": 366178 + }, + "9": { + "Dice": 0.45713115655441505, + "FN": 33276, + "FP": 109891, + "IoU": 0.2962864656295313, + "TN": 104800995, + "TP": 60278, + "n_pred": 170169, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4906543622554043, + "FN": 213209, + "FP": 212225, + "IoU": 0.3250775369043936, + "TN": 177045943, + "TP": 204911, + "n_pred": 417136, + "n_ref": 418120 + }, + "10": { + "Dice": 0.22143776186862854, + "FN": 55181, + "FP": 62814, + "IoU": 0.12450380263401967, + "TN": 177541513, + "TP": 16780, + "n_pred": 79594, + "n_ref": 71961 + }, + "11": { + "Dice": 0.4793954085270212, + "FN": 3062, + "FP": 589, + "IoU": 0.3152663165791448, + "TN": 177670956, + "TP": 1681, + "n_pred": 2270, + "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": 0.471888778448913, + "FN": 40052, + "FP": 42834, + "IoU": 0.30880525696940386, + "TN": 177556371, + "TP": 37031, + "n_pred": 79865, + "n_ref": 77083 + }, + "14": { + "Dice": 0.7927505124471161, + "FN": 18813, + "FP": 11216, + "IoU": 0.6566583963137855, + "TN": 177588827, + "TP": 57432, + "n_pred": 68648, + "n_ref": 76245 + }, + "15": { + "Dice": 0.4603494623655914, + "FN": 14949, + "FP": 4323, + "IoU": 0.29899607158446095, + "TN": 177648796, + "TP": 8220, + "n_pred": 12543, + "n_ref": 23169 + }, + "2": { + "Dice": 0.4601035405779055, + "FN": 120515, + "FP": 99739, + "IoU": 0.29878862163926073, + "TN": 177362183, + "TP": 93851, + "n_pred": 193590, + "n_ref": 214366 + }, + "3": { + "Dice": 0.5520171799536622, + "FN": 50629, + "FP": 203246, + "IoU": 0.3812318573890239, + "TN": 177265997, + "TP": 156416, + "n_pred": 359662, + "n_ref": 207045 + }, + "4": { + "Dice": 0.46874891348438313, + "FN": 14210, + "FP": 31629, + "IoU": 0.30612152220641214, + "TN": 177610226, + "TP": 20223, + "n_pred": 51852, + "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": 0.7440384706025234, + "FN": 313792, + "FP": 712593, + "IoU": 0.5924054624184719, + "TN": 175158136, + "TP": 1491767, + "n_pred": 2204360, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.5324570397093453, + "FN": 159934, + "FP": 205794, + "IoU": 0.3628221143208573, + "TN": 177102307, + "TP": 208253, + "n_pred": 414047, + "n_ref": 368187 + }, + "8": { + "Dice": 0.7307452227499596, + "FN": 57208, + "FP": 47611, + "IoU": 0.5757277702221358, + "TN": 177429232, + "TP": 142237, + "n_pred": 189848, + "n_ref": 199445 + }, + "9": { + "Dice": 0.5644473931894277, + "FN": 43768, + "FP": 97375, + "IoU": 0.39319171621546095, + "TN": 177443689, + "TP": 91456, + "n_pred": 188831, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.638769059421472, + "FN": 24181, + "FP": 160041, + "IoU": 0.4692584045657917, + "TN": 193658432, + "TP": 162881, + "n_pred": 322922, + "n_ref": 187062 + }, + "10": { + "Dice": 0.6451492537313432, + "FN": 40363, + "FP": 10991, + "IoU": 0.4761773616083724, + "TN": 193907498, + "TP": 46683, + "n_pred": 57674, + "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": 0.04327429632231198, + "FN": 65152, + "FP": 11122, + "IoU": 0.02211566814959166, + "TN": 193927536, + "TP": 1725, + "n_pred": 12847, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8226267744505243, + "FN": 12911, + "FP": 14253, + "IoU": 0.6986966890355499, + "TN": 193915380, + "TP": 62991, + "n_pred": 77244, + "n_ref": 75902 + }, + "15": { + "Dice": 0.6914997181943946, + "FN": 7470, + "FP": 4572, + "IoU": 0.5284673819406375, + "TN": 193979997, + "TP": 13496, + "n_pred": 18068, + "n_ref": 20966 + }, + "2": { + "Dice": 0.5269597392057881, + "FN": 62278, + "FP": 75284, + "IoU": 0.3577361415238371, + "TN": 193791352, + "TP": 76621, + "n_pred": 151905, + "n_ref": 138899 + }, + "3": { + "Dice": 0.5460823226881384, + "FN": 55239, + "FP": 76620, + "IoU": 0.3755937019060021, + "TN": 193794360, + "TP": 79316, + "n_pred": 155936, + "n_ref": 134555 + }, + "4": { + "Dice": 0.7226476314081766, + "FN": 7109, + "FP": 3576, + "IoU": 0.5657386710018288, + "TN": 193980930, + "TP": 13920, + "n_pred": 17496, + "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": 0.8321783569531843, + "FN": 209673, + "FP": 264451, + "IoU": 0.7125902845763785, + "TN": 192355890, + "TP": 1175521, + "n_pred": 1439972, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.39412498339240637, + "FN": 230012, + "FP": 52722, + "IoU": 0.24542693504566393, + "TN": 193630841, + "TP": 91960, + "n_pred": 144682, + "n_ref": 321972 + }, + "8": { + "Dice": 0.6435749878361827, + "FN": 126325, + "FP": 1139, + "IoU": 0.4744641112224325, + "TN": 193762994, + "TP": 115077, + "n_pred": 116216, + "n_ref": 241402 + }, + "9": { + "Dice": 0.618833575399409, + "FN": 48992, + "FP": 11894, + "IoU": 0.4480514182629112, + "TN": 193895224, + "TP": 49425, + "n_pred": 61319, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5776725141063078, + "FN": 9208, + "FP": 144678, + "IoU": 0.40614592619177176, + "TN": 99396669, + "TP": 105245, + "n_pred": 249923, + "n_ref": 114453 + }, + "10": { + "Dice": 0.438548296608694, + "FN": 49016, + "FP": 9028, + "IoU": 0.280859341122248, + "TN": 99575087, + "TP": 22669, + "n_pred": 31697, + "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": 0.10617920474962894, + "FN": 42033, + "FP": 15176, + "IoU": 0.05606613097496989, + "TN": 99595193, + "TP": 3398, + "n_pred": 18574, + "n_ref": 45431 + }, + "14": { + "Dice": 0.42210483088180395, + "FN": 31527, + "FP": 30391, + "IoU": 0.26751132720540394, + "TN": 99571269, + "TP": 22613, + "n_pred": 53004, + "n_ref": 54140 + }, + "15": { + "Dice": 0.5739426918308307, + "FN": 21282, + "FP": 3460, + "IoU": 0.4024681817084068, + "TN": 99614393, + "TP": 16665, + "n_pred": 20125, + "n_ref": 37947 + }, + "2": { + "Dice": 0.42625213010298585, + "FN": 68727, + "FP": 55175, + "IoU": 0.270851600981598, + "TN": 99485873, + "TP": 46025, + "n_pred": 101200, + "n_ref": 114752 + }, + "3": { + "Dice": 0.5806311182902869, + "FN": 22443, + "FP": 123983, + "IoU": 0.4090769677794279, + "TN": 99408008, + "TP": 101366, + "n_pred": 225349, + "n_ref": 123809 + }, + "4": { + "Dice": 0.40205347593582885, + "FN": 9508, + "FP": 18446, + "IoU": 0.25160633968729923, + "TN": 99618448, + "TP": 9398, + "n_pred": 27844, + "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": 0.8515989500479677, + "FN": 237408, + "FP": 151788, + "IoU": 0.741551873436147, + "TN": 98149904, + "TP": 1116700, + "n_pred": 1268488, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.5146658901994825, + "FN": 73293, + "FP": 103389, + "IoU": 0.3464983984435683, + "TN": 99385438, + "TP": 93680, + "n_pred": 197069, + "n_ref": 166973 + }, + "8": { + "Dice": 0.7721006061582647, + "FN": 19465, + "FP": 28622, + "IoU": 0.6287979373803495, + "TN": 99526256, + "TP": 81457, + "n_pred": 110079, + "n_ref": 100922 + }, + "9": { + "Dice": 0.5423477739180671, + "FN": 58922, + "FP": 2867, + "IoU": 0.3720693895387242, + "TN": 99557399, + "TP": 36612, + "n_pred": 39479, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5105235622198117, + "FN": 234191, + "FP": 173723, + "IoU": 0.3427537014151498, + "TN": 62462879, + "TP": 212727, + "n_pred": 386450, + "n_ref": 446918 + }, + "10": { + "Dice": 0.537849676887713, + "FN": 39842, + "FP": 13437, + "IoU": 0.367848413658907, + "TN": 62999238, + "TP": 31003, + "n_pred": 44440, + "n_ref": 70845 + }, + "11": { + "Dice": 0.4260869565217391, + "FN": 2467, + "FP": 437, + "IoU": 0.27071823204419887, + "TN": 63079538, + "TP": 1078, + "n_pred": 1515, + "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": 9225, + "IoU": 0.0, + "TN": 63028640, + "TP": 0, + "n_pred": 9225, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 515, + "IoU": 0.0, + "TN": 63083005, + "TP": 0, + "n_pred": 515, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5822456716850665, + "FN": 57704, + "FP": 37389, + "IoU": 0.41068163930565627, + "TN": 62922159, + "TP": 66268, + "n_pred": 103657, + "n_ref": 123972 + }, + "3": { + "Dice": 0.5994140637493524, + "FN": 33882, + "FP": 91366, + "IoU": 0.4279737845676052, + "TN": 62864565, + "TP": 93707, + "n_pred": 185073, + "n_ref": 127589 + }, + "4": { + "Dice": 0.03308316740695359, + "FN": 17705, + "FP": 1234, + "IoU": 0.01681980999844261, + "TN": 63064257, + "TP": 324, + "n_pred": 1558, + "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": 0.7028533654277336, + "FN": 326393, + "FP": 352812, + "IoU": 0.5418457302319557, + "TN": 61601039, + "TP": 803276, + "n_pred": 1156088, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.27732943118604936, + "FN": 118942, + "FP": 77615, + "IoU": 0.16098808222920366, + "TN": 62849248, + "TP": 37715, + "n_pred": 115330, + "n_ref": 156657 + }, + "8": { + "Dice": 0.5957540098713642, + "FN": 61685, + "FP": 6540, + "IoU": 0.4242518861077824, + "TN": 62965022, + "TP": 50273, + "n_pred": 56813, + "n_ref": 111958 + }, + "9": { + "Dice": 0.7258571054697723, + "FN": 15154, + "FP": 5796, + "IoU": 0.5696826537948033, + "TN": 63034835, + "TP": 27735, + "n_pred": 33531, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.49856654392425037, + "FN": 160846, + "FP": 144186, + "IoU": 0.3320603666494407, + "TN": 109152142, + "TP": 151644, + "n_pred": 295830, + "n_ref": 312490 + }, + "10": { + "Dice": 0.29685351219564743, + "FN": 46591, + "FP": 149236, + "IoU": 0.1742971108599956, + "TN": 109371654, + "TP": 41337, + "n_pred": 190573, + "n_ref": 87928 + }, + "11": { + "Dice": 0.31047525078112154, + "FN": 3522, + "FP": 671, + "IoU": 0.18376484329375123, + "TN": 109603681, + "TP": 944, + "n_pred": 1615, + "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": 0.09157506438755743, + "FN": 74610, + "FP": 47783, + "IoU": 0.0479846299839766, + "TN": 109480256, + "TP": 6169, + "n_pred": 53952, + "n_ref": 80779 + }, + "14": { + "Dice": 0.3808010097350614, + "FN": 64332, + "FP": 41634, + "IoU": 0.23517863587152651, + "TN": 109470268, + "TP": 32584, + "n_pred": 74218, + "n_ref": 96916 + }, + "15": { + "Dice": 0.26971881261082836, + "FN": 85973, + "FP": 9160, + "IoU": 0.1558814917347672, + "TN": 109496117, + "TP": 17568, + "n_pred": 26728, + "n_ref": 103541 + }, + "2": { + "Dice": 0.24610329793849745, + "FN": 177059, + "FP": 49640, + "IoU": 0.14031801168747937, + "TN": 109345117, + "TP": 37002, + "n_pred": 86642, + "n_ref": 214061 + }, + "3": { + "Dice": 0.5717494865787778, + "FN": 55817, + "FP": 228615, + "IoU": 0.40031456751183847, + "TN": 109134516, + "TP": 189870, + "n_pred": 418485, + "n_ref": 245687 + }, + "4": { + "Dice": 0.008343467619032959, + "FN": 50019, + "FP": 14400, + "IoU": 0.0041892100788375325, + "TN": 109544128, + "TP": 271, + "n_pred": 14671, + "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": 0.6336254142360342, + "FN": 259653, + "FP": 886163, + "IoU": 0.4637274586615371, + "TN": 107472188, + "TP": 990814, + "n_pred": 1876977, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.4552613449135976, + "FN": 815683, + "FP": 99156, + "IoU": 0.29471739016470283, + "TN": 108311694, + "TP": 382285, + "n_pred": 481441, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8362617125516858, + "FN": 17216, + "FP": 11058, + "IoU": 0.7185994665392731, + "TN": 109508342, + "TP": 72202, + "n_pred": 83260, + "n_ref": 89418 + }, + "9": { + "Dice": 0.2831465202387849, + "FN": 27098, + "FP": 115201, + "IoU": 0.1649217732186242, + "TN": 109438416, + "TP": 28103, + "n_pred": 143304, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4622615178225756, + "FN": 7434, + "FP": 112016, + "IoU": 0.30061126984870484, + "TN": 66896560, + "TP": 51342, + "n_pred": 163358, + "n_ref": 58776 + }, + "10": { + "Dice": 0.25271361469310205, + "FN": 64431, + "FP": 20525, + "IoU": 0.14463205163057158, + "TN": 66968031, + "TP": 14365, + "n_pred": 34890, + "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": 3793, + "IoU": 0.0, + "TN": 67025348, + "TP": 0, + "n_pred": 3793, + "n_ref": 38211 + }, + "14": { + "Dice": 0.4711327741252928, + "FN": 50538, + "FP": 5450, + "IoU": 0.3081580703358624, + "TN": 66986426, + "TP": 24938, + "n_pred": 30388, + "n_ref": 75476 + }, + "15": { + "Dice": 0.34153897680649753, + "FN": 23204, + "FP": 8252, + "IoU": 0.20593729489574392, + "TN": 67027738, + "TP": 8158, + "n_pred": 16410, + "n_ref": 31362 + }, + "2": { + "Dice": 0.25768594077350643, + "FN": 117318, + "FP": 48149, + "IoU": 0.14789867498854198, + "TN": 66873165, + "TP": 28720, + "n_pred": 76869, + "n_ref": 146038 + }, + "3": { + "Dice": 0.6549916033651441, + "FN": 39265, + "FP": 88316, + "IoU": 0.4869795645914929, + "TN": 66818666, + "TP": 121105, + "n_pred": 209421, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 2241, + "IoU": 0.0, + "TN": 67052072, + "TP": 0, + "n_pred": 2241, + "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": 0.8278895969635836, + "FN": 221985, + "FP": 134704, + "IoU": 0.7063239049998107, + "TN": 65852786, + "TP": 857877, + "n_pred": 992581, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.10179771028479516, + "FN": 330092, + "FP": 49632, + "IoU": 0.0536284835585507, + "TN": 66666110, + "TP": 21518, + "n_pred": 71150, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8471747436155238, + "FN": 18306, + "FP": 6014, + "IoU": 0.7348683062968777, + "TN": 66975624, + "TP": 67408, + "n_pred": 73422, + "n_ref": 85714 + }, + "9": { + "Dice": 0.7411628947554342, + "FN": 30136, + "FP": 2837, + "IoU": 0.5887679125977476, + "TN": 66987171, + "TP": 47208, + "n_pred": 50045, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.44601731330072364, + "FN": 112696, + "FP": 55035, + "IoU": 0.28701562579701767, + "TN": 74284028, + "TP": 67521, + "n_pred": 122556, + "n_ref": 180217 + }, + "10": { + "Dice": 0.23905413814561294, + "FN": 46545, + "FP": 14597, + "IoU": 0.13575325813473554, + "TN": 74448534, + "TP": 9604, + "n_pred": 24201, + "n_ref": 56149 + }, + "11": { + "Dice": 0.03674540682414698, + "FN": 3317, + "FP": 353, + "IoU": 0.01871657754010695, + "TN": 74515540, + "TP": 70, + "n_pred": 423, + "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": 4198, + "IoU": 0.0, + "TN": 74472192, + "TP": 0, + "n_pred": 4198, + "n_ref": 42890 + }, + "14": { + "Dice": 0.533751603439298, + "FN": 10912, + "FP": 25799, + "IoU": 0.36402536206777075, + "TN": 74461556, + "TP": 21013, + "n_pred": 46812, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7459322440311034, + "FN": 8583, + "FP": 6251, + "IoU": 0.5948101611581535, + "TN": 74482670, + "TP": 21776, + "n_pred": 28027, + "n_ref": 30359 + }, + "2": { + "Dice": 0.4683363394787206, + "FN": 55871, + "FP": 137200, + "IoU": 0.3057697009794756, + "TN": 74241172, + "TP": 85037, + "n_pred": 222237, + "n_ref": 140908 + }, + "3": { + "Dice": 0.5112581517922681, + "FN": 59174, + "FP": 125263, + "IoU": 0.343416256087489, + "TN": 74238376, + "TP": 96467, + "n_pred": 221730, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 4972, + "IoU": 0.0, + "TN": 74501030, + "TP": 0, + "n_pred": 4972, + "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": 0.8062115032005183, + "FN": 431076, + "FP": 133726, + "IoU": 0.675338642784674, + "TN": 72779615, + "TP": 1174863, + "n_pred": 1308589, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.026250239509484574, + "FN": 163903, + "FP": 80033, + "IoU": 0.01329967964275313, + "TN": 74272056, + "TP": 3288, + "n_pred": 83321, + "n_ref": 167191 + }, + "8": { + "Dice": 0.7572122440091271, + "FN": 24391, + "FP": 1252, + "IoU": 0.6092852463012906, + "TN": 74453649, + "TP": 39988, + "n_pred": 41240, + "n_ref": 64379 + }, + "9": { + "Dice": 0.6135202758016349, + "FN": 39648, + "FP": 27390, + "IoU": 0.4425021621981239, + "TN": 74399032, + "TP": 53210, + "n_pred": 80600, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.585507499585055, + "FN": 115361, + "FP": 121880, + "IoU": 0.4139346793378508, + "TN": 65646377, + "TP": 167562, + "n_pred": 289442, + "n_ref": 282923 + }, + "10": { + "Dice": 0.43798799811206257, + "FN": 51054, + "FP": 32298, + "IoU": 0.28039989294748385, + "TN": 65935349, + "TP": 32479, + "n_pred": 64777, + "n_ref": 83533 + }, + "11": { + "Dice": 0.0, + "FN": 3637, + "FP": 248, + "IoU": 0.0, + "TN": 66047295, + "TP": 0, + "n_pred": 248, + "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": 0.3326773932168075, + "FN": 37567, + "FP": 2788, + "IoU": 0.1995279089141905, + "TN": 66000766, + "TP": 10059, + "n_pred": 12847, + "n_ref": 47626 + }, + "14": { + "Dice": 0.7401735822137677, + "FN": 11977, + "FP": 20804, + "IoU": 0.5875202899097807, + "TN": 65971707, + "TP": 46692, + "n_pred": 67496, + "n_ref": 58669 + }, + "15": { + "Dice": 0.6282380203591823, + "FN": 9414, + "FP": 8554, + "IoU": 0.4579788838612368, + "TN": 66018030, + "TP": 15182, + "n_pred": 23736, + "n_ref": 24596 + }, + "2": { + "Dice": 0.20468782994298584, + "FN": 123593, + "FP": 34593, + "IoU": 0.11401238924174704, + "TN": 65872638, + "TP": 20356, + "n_pred": 54949, + "n_ref": 143949 + }, + "3": { + "Dice": 0.4500650497657151, + "FN": 71726, + "FP": 136244, + "IoU": 0.2903767346479181, + "TN": 65758109, + "TP": 85101, + "n_pred": 221345, + "n_ref": 156827 + }, + "4": { + "Dice": 0.5349234022033458, + "FN": 15107, + "FP": 9969, + "IoU": 0.3651163379497177, + "TN": 66011683, + "TP": 14421, + "n_pred": 24390, + "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": 0.6989119649442791, + "FN": 170483, + "FP": 564447, + "IoU": 0.5371749997795862, + "TN": 64463258, + "TP": 852992, + "n_pred": 1417439, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.43816080191641277, + "FN": 693938, + "FP": 30784, + "IoU": 0.28054155796195035, + "TN": 65043864, + "TP": 282594, + "n_pred": 313378, + "n_ref": 976532 + }, + "8": { + "Dice": 0.8507185936513926, + "FN": 15919, + "FP": 7026, + "IoU": 0.740217834337213, + "TN": 65962856, + "TP": 65379, + "n_pred": 72405, + "n_ref": 81298 + }, + "9": { + "Dice": 0.5444223472827543, + "FN": 31486, + "FP": 33114, + "IoU": 0.37402494210215215, + "TN": 65947981, + "TP": 38599, + "n_pred": 71713, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.777020380966483, + "FN": 6713, + "FP": 77617, + "IoU": 0.6353502289601017, + "TN": 113241277, + "TP": 146933, + "n_pred": 224550, + "n_ref": 153646 + }, + "10": { + "Dice": 0.6635282237105901, + "FN": 13546, + "FP": 54425, + "IoU": 0.4964775429473076, + "TN": 113337549, + "TP": 67020, + "n_pred": 121445, + "n_ref": 80566 + }, + "11": { + "Dice": 0.504704875962361, + "FN": 2050, + "FP": 266, + "IoU": 0.33752860411899316, + "TN": 113469044, + "TP": 1180, + "n_pred": 1446, + "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": 0.2165309349493177, + "FN": 65031, + "FP": 20686, + "IoU": 0.12140997519526045, + "TN": 113374978, + "TP": 11845, + "n_pred": 32531, + "n_ref": 76876 + }, + "14": { + "Dice": 0.6653319472147472, + "FN": 129836, + "FP": 4728, + "IoU": 0.4984999422338003, + "TN": 113204217, + "TP": 133759, + "n_pred": 138487, + "n_ref": 263595 + }, + "15": { + "Dice": 0.3373376093928358, + "FN": 15677, + "FP": 8705, + "IoU": 0.20289002223094024, + "TN": 113441952, + "TP": 6206, + "n_pred": 14911, + "n_ref": 21883 + }, + "2": { + "Dice": 0.5283801550481314, + "FN": 57159, + "FP": 67675, + "IoU": 0.35904663616806065, + "TN": 113277777, + "TP": 69929, + "n_pred": 137604, + "n_ref": 127088 + }, + "3": { + "Dice": 0.6867134170973991, + "FN": 20856, + "FP": 69879, + "IoU": 0.5228968498099159, + "TN": 113282361, + "TP": 99444, + "n_pred": 169323, + "n_ref": 120300 + }, + "4": { + "Dice": 0.5409896466600347, + "FN": 16409, + "FP": 8507, + "IoU": 0.37079219172201316, + "TN": 113432941, + "TP": 14683, + "n_pred": 23190, + "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": 0.8702419197876113, + "FN": 211385, + "FP": 66620, + "IoU": 0.7702905029225463, + "TN": 112262294, + "TP": 932241, + "n_pred": 998861, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.44437909951150245, + "FN": 134151, + "FP": 75587, + "IoU": 0.2856602783955642, + "TN": 113178929, + "TP": 83873, + "n_pred": 159460, + "n_ref": 218024 + }, + "8": { + "Dice": 0.6684866147735518, + "FN": 105850, + "FP": 1986, + "IoU": 0.5020502401182121, + "TN": 113255980, + "TP": 108724, + "n_pred": 110710, + "n_ref": 214574 + }, + "9": { + "Dice": 0.7020429427306218, + "FN": 40208, + "FP": 15841, + "IoU": 0.5408830275229358, + "TN": 113350460, + "TP": 66031, + "n_pred": 81872, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5440939030994572, + "FN": 19184, + "FP": 161813, + "IoU": 0.373714969844395, + "TN": 74907727, + "TP": 108004, + "n_pred": 269817, + "n_ref": 127188 + }, + "10": { + "Dice": 0.4715284358071264, + "FN": 60494, + "FP": 28183, + "IoU": 0.3084967014457493, + "TN": 75068490, + "TP": 39561, + "n_pred": 67744, + "n_ref": 100055 + }, + "11": { + "Dice": 0.35223048327137546, + "FN": 2786, + "FP": 2, + "IoU": 0.2137619853355894, + "TN": 75193182, + "TP": 758, + "n_pred": 760, + "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": 0.13884815357952274, + "FN": 49011, + "FP": 28503, + "IoU": 0.07460334515239425, + "TN": 75112965, + "TP": 6249, + "n_pred": 34752, + "n_ref": 55260 + }, + "14": { + "Dice": 0.7596127019845136, + "FN": 50014, + "FP": 2545, + "IoU": 0.6123996135721713, + "TN": 75061127, + "TP": 83042, + "n_pred": 85587, + "n_ref": 133056 + }, + "15": { + "Dice": 0.006574417519934256, + "FN": 73516, + "FP": 15938, + "IoU": 0.003298050139275766, + "TN": 75106978, + "TP": 296, + "n_pred": 16234, + "n_ref": 73812 + }, + "2": { + "Dice": 0.5518911094811862, + "FN": 61286, + "FP": 76788, + "IoU": 0.38111160914388165, + "TN": 74973628, + "TP": 85026, + "n_pred": 161814, + "n_ref": 146312 + }, + "3": { + "Dice": 0.40231500047604074, + "FN": 77792, + "FP": 129371, + "IoU": 0.2518112147237491, + "TN": 74919842, + "TP": 69723, + "n_pred": 199094, + "n_ref": 147515 + }, + "4": { + "Dice": 0.6714209795484546, + "FN": 5380, + "FP": 13787, + "IoU": 0.5053677419354838, + "TN": 75157978, + "TP": 19583, + "n_pred": 33370, + "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": 0.8240406271410694, + "FN": 130178, + "FP": 350849, + "IoU": 0.7007390273506687, + "TN": 73589345, + "TP": 1126356, + "n_pred": 1477205, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.4425414476754804, + "FN": 86390, + "FP": 78436, + "IoU": 0.28414332247557006, + "TN": 74966478, + "TP": 65424, + "n_pred": 143860, + "n_ref": 151814 + }, + "8": { + "Dice": 0.7751514226765824, + "FN": 26317, + "FP": 7576, + "IoU": 0.6328548989871635, + "TN": 75104413, + "TP": 58422, + "n_pred": 65998, + "n_ref": 84739 + }, + "9": { + "Dice": 0.6402435779952113, + "FN": 23086, + "FP": 37765, + "IoU": 0.4708516669855128, + "TN": 75081730, + "TP": 54147, + "n_pred": 91912, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6783346803014094, + "FN": 70644, + "FP": 67068, + "IoU": 0.5132423997144039, + "TN": 86644955, + "TP": 145205, + "n_pred": 212273, + "n_ref": 215849 + }, + "10": { + "Dice": 0.4844218963669838, + "FN": 27913, + "FP": 59180, + "IoU": 0.31962846072120493, + "TN": 86799864, + "TP": 40915, + "n_pred": 100095, + "n_ref": 68828 + }, + "11": { + "Dice": 0.16288998357963874, + "FN": 2342, + "FP": 207, + "IoU": 0.08866642831605291, + "TN": 86925075, + "TP": 248, + "n_pred": 455, + "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": 0.1532023599537741, + "FN": 49064, + "FP": 20547, + "IoU": 0.08295568319544712, + "TN": 86851964, + "TP": 6297, + "n_pred": 26844, + "n_ref": 55361 + }, + "14": { + "Dice": 0.6693859778314241, + "FN": 31010, + "FP": 20621, + "IoU": 0.5030654770498272, + "TN": 86823973, + "TP": 52268, + "n_pred": 72889, + "n_ref": 83278 + }, + "15": { + "Dice": 0.00904163527209975, + "FN": 161909, + "FP": 1175, + "IoU": 0.004541348243279537, + "TN": 86764044, + "TP": 744, + "n_pred": 1919, + "n_ref": 162653 + }, + "2": { + "Dice": 0.4484105291669745, + "FN": 78693, + "FP": 33310, + "IoU": 0.289000755416463, + "TN": 86770343, + "TP": 45526, + "n_pred": 78836, + "n_ref": 124219 + }, + "3": { + "Dice": 0.5851457739569219, + "FN": 70160, + "FP": 71906, + "IoU": 0.4135731888036259, + "TN": 86685615, + "TP": 100191, + "n_pred": 172097, + "n_ref": 170351 + }, + "4": { + "Dice": 0.46202755210173085, + "FN": 8674, + "FP": 9602, + "IoU": 0.3004134129536059, + "TN": 86901748, + "TP": 7848, + "n_pred": 17450, + "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": 0.8023596777599679, + "FN": 131381, + "FP": 382420, + "IoU": 0.6699504541223673, + "TN": 85371133, + "TP": 1042938, + "n_pred": 1425358, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.43217789211446483, + "FN": 730897, + "FP": 37213, + "IoU": 0.2756549291790045, + "TN": 85867452, + "TP": 292310, + "n_pred": 329523, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.8736336664584634, + "FN": 9630, + "FP": 3318, + "IoU": 0.7756212525560601, + "TN": 86870166, + "TP": 44758, + "n_pred": 48076, + "n_ref": 54388 + }, + "9": { + "Dice": 0.5213737263308935, + "FN": 20238, + "FP": 35801, + "IoU": 0.35260683217615324, + "TN": 86841311, + "TP": 30522, + "n_pred": 66323, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.430130301228696, + "FN": 19009, + "FP": 165027, + "IoU": 0.27399108446092546, + "TN": 37496110, + "TP": 69454, + "n_pred": 234481, + "n_ref": 88463 + }, + "10": { + "Dice": 0.19928328690609348, + "FN": 45258, + "FP": 67133, + "IoU": 0.1106688717092509, + "TN": 37623223, + "TP": 13986, + "n_pred": 81119, + "n_ref": 59244 + }, + "11": { + "Dice": 0.25404312668463613, + "FN": 2211, + "FP": 3, + "IoU": 0.14550366653801622, + "TN": 37747009, + "TP": 377, + "n_pred": 380, + "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": 0.0129139143178777, + "FN": 44581, + "FP": 1892, + "IoU": 0.00649892040960301, + "TN": 37702823, + "TP": 304, + "n_pred": 2196, + "n_ref": 44885 + }, + "14": { + "Dice": 0.37502294841196987, + "FN": 51248, + "FP": 112156, + "IoU": 0.23078661206044343, + "TN": 37537170, + "TP": 49026, + "n_pred": 161182, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 199, + "IoU": 0.0, + "TN": 37749401, + "TP": 0, + "n_pred": 199, + "n_ref": 0 + }, + "2": { + "Dice": 0.11568001624054045, + "FN": 89975, + "FP": 66845, + "IoU": 0.061390855713234015, + "TN": 37582523, + "TP": 10257, + "n_pred": 77102, + "n_ref": 100232 + }, + "3": { + "Dice": 0.28016114895019983, + "FN": 53859, + "FP": 125175, + "IoU": 0.16289965119649888, + "TN": 37535726, + "TP": 34840, + "n_pred": 160015, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 153, + "IoU": 0.0, + "TN": 37737753, + "TP": 0, + "n_pred": 153, + "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": 0.7020402361520565, + "FN": 238745, + "FP": 188880, + "IoU": 0.5408798143871437, + "TN": 36818199, + "TP": 503776, + "n_pred": 692656, + "n_ref": 742521 + }, + "7": { + "Dice": 0.27481005050369134, + "FN": 284019, + "FP": 39349, + "IoU": 0.15929263359314472, + "TN": 37364962, + "TP": 61270, + "n_pred": 100619, + "n_ref": 345289 + }, + "8": { + "Dice": 0.6664686910821207, + "FN": 29834, + "FP": 18461, + "IoU": 0.4997773105326939, + "TN": 37653053, + "TP": 48252, + "n_pred": 66713, + "n_ref": 78086 + }, + "9": { + "Dice": 0.5862997081011411, + "FN": 23839, + "FP": 19813, + "IoU": 0.4147270191998284, + "TN": 37675016, + "TP": 30932, + "n_pred": 50745, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6289198353363266, + "FN": 46394, + "FP": 132539, + "IoU": 0.4587039121017413, + "TN": 75576124, + "TP": 151631, + "n_pred": 284170, + "n_ref": 198025 + }, + "10": { + "Dice": 0.6411060500341035, + "FN": 32336, + "FP": 59220, + "IoU": 0.4717851971084226, + "TN": 75733357, + "TP": 81775, + "n_pred": 140995, + "n_ref": 114111 + }, + "11": { + "Dice": 0.5850714941624032, + "FN": 2112, + "FP": 1051, + "IoU": 0.41349898015946596, + "TN": 75901295, + "TP": 2230, + "n_pred": 3281, + "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": 0.2835956989247312, + "FN": 33259, + "FP": 8382, + "IoU": 0.16522663031493695, + "TN": 75856805, + "TP": 8242, + "n_pred": 16624, + "n_ref": 41501 + }, + "14": { + "Dice": 0.767756989835918, + "FN": 40930, + "FP": 9133, + "IoU": 0.6230564779050244, + "TN": 75773875, + "TP": 82750, + "n_pred": 91883, + "n_ref": 123680 + }, + "15": { + "Dice": 0.019341000508697682, + "FN": 185425, + "FP": 1570, + "IoU": 0.009764932032048465, + "TN": 75717849, + "TP": 1844, + "n_pred": 3414, + "n_ref": 187269 + }, + "2": { + "Dice": 0.2609001892536822, + "FN": 153079, + "FP": 71478, + "IoU": 0.15002025050058482, + "TN": 75642497, + "TP": 39634, + "n_pred": 111112, + "n_ref": 192713 + }, + "3": { + "Dice": 0.48650827597029944, + "FN": 93132, + "FP": 240614, + "IoU": 0.3214475958117312, + "TN": 75414838, + "TP": 158104, + "n_pred": 398718, + "n_ref": 251236 + }, + "4": { + "Dice": 0.7928862076008233, + "FN": 4943, + "FP": 8240, + "IoU": 0.6568446260769971, + "TN": 75868271, + "TP": 25234, + "n_pred": 33474, + "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": 0.8192820093930603, + "FN": 206467, + "FP": 455488, + "IoU": 0.6938845820176874, + "TN": 73744252, + "TP": 1500481, + "n_pred": 1955969, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.6234760733143505, + "FN": 138416, + "FP": 25024, + "IoU": 0.4529351515273231, + "TN": 75607930, + "TP": 135318, + "n_pred": 160342, + "n_ref": 273734 + }, + "8": { + "Dice": 0.8970077546967288, + "FN": 13610, + "FP": 4333, + "IoU": 0.8132493755203997, + "TN": 75810608, + "TP": 78137, + "n_pred": 82470, + "n_ref": 91747 + }, + "9": { + "Dice": 0.49899951039870577, + "FN": 30863, + "FP": 63279, + "IoU": 0.3324446020209183, + "TN": 75765663, + "TP": 46883, + "n_pred": 110162, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.44180607380693077, + "FN": 8437, + "FP": 210418, + "IoU": 0.28353728401851597, + "TN": 61082284, + "TP": 86611, + "n_pred": 297029, + "n_ref": 95048 + }, + "10": { + "Dice": 0.5926817727144765, + "FN": 28578, + "FP": 39425, + "IoU": 0.421142682034083, + "TN": 61270272, + "TP": 49475, + "n_pred": 88900, + "n_ref": 78053 + }, + "11": { + "Dice": 0.7057698437998088, + "FN": 1128, + "FP": 718, + "IoU": 0.545320197044335, + "TN": 61383690, + "TP": 2214, + "n_pred": 2932, + "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": 0.062427017594499916, + "FN": 37076, + "FP": 34383, + "IoU": 0.03221918253473821, + "TN": 61313912, + "TP": 2379, + "n_pred": 36762, + "n_ref": 39455 + }, + "14": { + "Dice": 0.6823986259427974, + "FN": 20770, + "FP": 21760, + "IoU": 0.517909771026978, + "TN": 61299530, + "TP": 45690, + "n_pred": 67450, + "n_ref": 66460 + }, + "15": { + "Dice": 0.5878594249201278, + "FN": 22767, + "FP": 5226, + "IoU": 0.416289592760181, + "TN": 61339793, + "TP": 19964, + "n_pred": 25190, + "n_ref": 42731 + }, + "2": { + "Dice": 0.5042329834067051, + "FN": 54247, + "FP": 100937, + "IoU": 0.33710663346162556, + "TN": 61153649, + "TP": 78917, + "n_pred": 179854, + "n_ref": 133164 + }, + "3": { + "Dice": 0.5204177069403971, + "FN": 32628, + "FP": 153507, + "IoU": 0.35173285688911177, + "TN": 61100623, + "TP": 100992, + "n_pred": 254499, + "n_ref": 133620 + }, + "4": { + "Dice": 0.6129360169614592, + "FN": 8424, + "FP": 4903, + "IoU": 0.4418945516981448, + "TN": 61363871, + "TP": 10552, + "n_pred": 15455, + "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": 0.8332680704502297, + "FN": 203080, + "FP": 113712, + "IoU": 0.7141898231685312, + "TN": 60279350, + "TP": 791608, + "n_pred": 905320, + "n_ref": 994688 + }, + "7": { + "Dice": 0.3286421467753136, + "FN": 128551, + "FP": 82203, + "IoU": 0.19663182611745153, + "TN": 61125412, + "TP": 51584, + "n_pred": 133787, + "n_ref": 180135 + }, + "8": { + "Dice": 0.566257117504541, + "FN": 144528, + "FP": 11403, + "IoU": 0.39495025531980943, + "TN": 61130034, + "TP": 101785, + "n_pred": 113188, + "n_ref": 246313 + }, + "9": { + "Dice": 0.530587818924745, + "FN": 38489, + "FP": 34460, + "IoU": 0.3610884854217574, + "TN": 61273573, + "TP": 41228, + "n_pred": 75688, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.722304766022825, + "FN": 28490, + "FP": 92248, + "IoU": 0.5653185100913732, + "TN": 39471038, + "TP": 157024, + "n_pred": 249272, + "n_ref": 185514 + }, + "10": { + "Dice": 0.3865357589006871, + "FN": 32029, + "FP": 30829, + "IoU": 0.2395688414125162, + "TN": 39666139, + "TP": 19803, + "n_pred": 50632, + "n_ref": 51832 + }, + "11": { + "Dice": 0.5072332730560579, + "FN": 1909, + "FP": 271, + "IoU": 0.33979406420351305, + "TN": 39745498, + "TP": 1122, + "n_pred": 1393, + "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": 0.04991223061142482, + "FN": 42631, + "FP": 2292, + "IoU": 0.025594863674815088, + "TN": 39702697, + "TP": 1180, + "n_pred": 3472, + "n_ref": 43811 + }, + "14": { + "Dice": 0.2442065262641034, + "FN": 21894, + "FP": 48911, + "IoU": 0.13908613394290162, + "TN": 39666556, + "TP": 11439, + "n_pred": 60350, + "n_ref": 33333 + }, + "15": { + "Dice": 0.05131960335621663, + "FN": 50034, + "FP": 12152, + "IoU": 0.026335567107158515, + "TN": 39684932, + "TP": 1682, + "n_pred": 13834, + "n_ref": 51716 + }, + "2": { + "Dice": 0.4285256241147129, + "FN": 65055, + "FP": 75750, + "IoU": 0.272690175984132, + "TN": 39555203, + "TP": 52792, + "n_pred": 128542, + "n_ref": 117847 + }, + "3": { + "Dice": 0.5502141487832904, + "FN": 36834, + "FP": 122477, + "IoU": 0.3795140836293388, + "TN": 39492048, + "TP": 97441, + "n_pred": 219918, + "n_ref": 134275 + }, + "4": { + "Dice": 0.6478427494127827, + "FN": 10672, + "FP": 3571, + "IoU": 0.4791179052077238, + "TN": 39721456, + "TP": 13101, + "n_pred": 16672, + "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": 0.8931289299426854, + "FN": 125448, + "FP": 66610, + "IoU": 0.8068951787640801, + "TN": 38754221, + "TP": 802521, + "n_pred": 869131, + "n_ref": 927969 + }, + "7": { + "Dice": 0.2819726806778331, + "FN": 611351, + "FP": 3508, + "IoU": 0.16412584218339615, + "TN": 39013212, + "TP": 120729, + "n_pred": 124237, + "n_ref": 732080 + }, + "8": { + "Dice": 0.8101046540700789, + "FN": 4173, + "FP": 17093, + "IoU": 0.6808200879523316, + "TN": 39682173, + "TP": 45361, + "n_pred": 62454, + "n_ref": 49534 + }, + "9": { + "Dice": 0.4857422099574566, + "FN": 24731, + "FP": 11049, + "IoU": 0.3207790728577395, + "TN": 39696122, + "TP": 16898, + "n_pred": 27947, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.41800015513923744, + "FN": 13431, + "FP": 219160, + "IoU": 0.26422262713687383, + "TN": 101080492, + "TP": 83525, + "n_pred": 302685, + "n_ref": 96956 + }, + "10": { + "Dice": 0.3245442090842028, + "FN": 59294, + "FP": 36847, + "IoU": 0.19370502692094801, + "TN": 101277370, + "TP": 23097, + "n_pred": 59944, + "n_ref": 82391 + }, + "11": { + "Dice": 0.11556764106050306, + "FN": 5189, + "FP": 15, + "IoU": 0.06132756132756133, + "TN": 101391064, + "TP": 340, + "n_pred": 355, + "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": 0.09940162299516381, + "FN": 46307, + "FP": 19615, + "IoU": 0.05230017251293847, + "TN": 101327048, + "TP": 3638, + "n_pred": 23253, + "n_ref": 49945 + }, + "14": { + "Dice": 0.7743595969406337, + "FN": 63939, + "FP": 1112, + "IoU": 0.6317999920757558, + "TN": 101219935, + "TP": 111622, + "n_pred": 112734, + "n_ref": 175561 + }, + "15": { + "Dice": 0.5243694817278378, + "FN": 13630, + "FP": 10396, + "IoU": 0.3553528306949289, + "TN": 101359338, + "TP": 13244, + "n_pred": 23640, + "n_ref": 26874 + }, + "2": { + "Dice": 0.43040702729617053, + "FN": 94865, + "FP": 135070, + "IoU": 0.27421569462988743, + "TN": 101079799, + "TP": 86874, + "n_pred": 221944, + "n_ref": 181739 + }, + "3": { + "Dice": 0.41683934010439666, + "FN": 56734, + "FP": 252284, + "IoU": 0.2632956658561007, + "TN": 100977148, + "TP": 110442, + "n_pred": 362726, + "n_ref": 167176 + }, + "4": { + "Dice": 0.4641217610993006, + "FN": 2614, + "FP": 14779, + "IoU": 0.3021865596790371, + "TN": 101371683, + "TP": 7532, + "n_pred": 22311, + "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": 0.6761619569352912, + "FN": 305703, + "FP": 1154883, + "IoU": 0.5107588201423523, + "TN": 98411197, + "TP": 1524825, + "n_pred": 2679708, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.45098307045806985, + "FN": 292635, + "FP": 117339, + "IoU": 0.29114147292853215, + "TN": 100818250, + "TP": 168384, + "n_pred": 285723, + "n_ref": 461019 + }, + "8": { + "Dice": 0.6511780194619348, + "FN": 113518, + "FP": 38830, + "IoU": 0.4827753616545974, + "TN": 101102059, + "TP": 142201, + "n_pred": 181031, + "n_ref": 255719 + }, + "9": { + "Dice": 0.5866195107574418, + "FN": 26907, + "FP": 57249, + "IoU": 0.4150471265326549, + "TN": 101252740, + "TP": 59712, + "n_pred": 116961, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.36866603129707626, + "FN": 157037, + "FP": 48317, + "IoU": 0.22599053190206247, + "TN": 73618192, + "TP": 59958, + "n_pred": 108275, + "n_ref": 216995 + }, + "10": { + "Dice": 0.10518893887632885, + "FN": 64279, + "FP": 132430, + "IoU": 0.055514209851587594, + "TN": 73675233, + "TP": 11562, + "n_pred": 143992, + "n_ref": 75841 + }, + "11": { + "Dice": 0.41065640194489467, + "FN": 4232, + "FP": 1586, + "IoU": 0.2583811344805609, + "TN": 73875659, + "TP": 2027, + "n_pred": 3613, + "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": 17513, + "IoU": 0.0, + "TN": 73804752, + "TP": 0, + "n_pred": 17513, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6217814159664624, + "FN": 49453, + "FP": 13430, + "IoU": 0.45114862270013617, + "TN": 73768932, + "TP": 51689, + "n_pred": 65119, + "n_ref": 101142 + }, + "15": { + "Dice": 0.0, + "FN": 222175, + "FP": 0, + "IoU": 0.0, + "TN": 73661329, + "TP": 0, + "n_pred": 0, + "n_ref": 222175 + }, + "2": { + "Dice": 0.14653301585715792, + "FN": 164649, + "FP": 142891, + "IoU": 0.07905887566965422, + "TN": 73549563, + "TP": 26401, + "n_pred": 169292, + "n_ref": 191050 + }, + "3": { + "Dice": 0.35024763708834034, + "FN": 98780, + "FP": 230508, + "IoU": 0.2123031583177646, + "TN": 73465465, + "TP": 88751, + "n_pred": 319259, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 8669, + "IoU": 0.0, + "TN": 73826947, + "TP": 0, + "n_pred": 8669, + "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": 0.4606185452492787, + "FN": 863705, + "FP": 1098000, + "IoU": 0.29922313525848515, + "TN": 71084175, + "TP": 837624, + "n_pred": 1935624, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.0742151672175294, + "FN": 156780, + "FP": 237883, + "IoU": 0.038537621625308785, + "TN": 73473022, + "TP": 15819, + "n_pred": 253702, + "n_ref": 172599 + }, + "8": { + "Dice": 0.5670186244317349, + "FN": 40782, + "FP": 18268, + "IoU": 0.39569155196233946, + "TN": 73785789, + "TP": 38665, + "n_pred": 56933, + "n_ref": 79447 + }, + "9": { + "Dice": 0.4437585781666934, + "FN": 26487, + "FP": 133191, + "IoU": 0.2851476460791863, + "TN": 73660132, + "TP": 63694, + "n_pred": 196885, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6343272970599306, + "FN": 35668, + "FP": 139204, + "IoU": 0.4644797363924225, + "TN": 69169230, + "TP": 151674, + "n_pred": 290878, + "n_ref": 187342 + }, + "10": { + "Dice": 0.24795800012209268, + "FN": 47164, + "FP": 76028, + "IoU": 0.1415251461662288, + "TN": 69352275, + "TP": 20309, + "n_pred": 96337, + "n_ref": 67473 + }, + "11": { + "Dice": 0.6636063165626148, + "FN": 1654, + "FP": 178, + "IoU": 0.49656499038197305, + "TN": 69492137, + "TP": 1807, + "n_pred": 1985, + "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": 0.5004071132718927, + "FN": 35412, + "FP": 49262, + "IoU": 0.3336953100409191, + "TN": 69368696, + "TP": 42406, + "n_pred": 91668, + "n_ref": 77818 + }, + "14": { + "Dice": 0.6907179411716616, + "FN": 66545, + "FP": 9119, + "IoU": 0.5275547285737477, + "TN": 69335622, + "TP": 84490, + "n_pred": 93609, + "n_ref": 151035 + }, + "15": { + "Dice": 0.5425670246183066, + "FN": 56860, + "FP": 5758, + "IoU": 0.372275798464222, + "TN": 69396022, + "TP": 37136, + "n_pred": 42894, + "n_ref": 93996 + }, + "2": { + "Dice": 0.6314037122144519, + "FN": 61398, + "FP": 42224, + "IoU": 0.46135132606277357, + "TN": 69303402, + "TP": 88752, + "n_pred": 130976, + "n_ref": 150150 + }, + "3": { + "Dice": 0.6216189902296416, + "FN": 54453, + "FP": 89342, + "IoU": 0.4509776221693629, + "TN": 69233865, + "TP": 118116, + "n_pred": 207458, + "n_ref": 172569 + }, + "4": { + "Dice": 0.4187985597877582, + "FN": 20544, + "FP": 25461, + "IoU": 0.2648609779482263, + "TN": 69433196, + "TP": 16575, + "n_pred": 42036, + "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": 0.8034851469936286, + "FN": 194584, + "FP": 419351, + "IoU": 0.6715212477093672, + "TN": 67626751, + "TP": 1255090, + "n_pred": 1674441, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.5844972947940121, + "FN": 143867, + "FP": 96584, + "IoU": 0.4129255936031252, + "TN": 69086201, + "TP": 169124, + "n_pred": 265708, + "n_ref": 312991 + }, + "8": { + "Dice": 0.656594305076749, + "FN": 27452, + "FP": 36599, + "IoU": 0.488753551930015, + "TN": 69370492, + "TP": 61233, + "n_pred": 97832, + "n_ref": 88685 + }, + "9": { + "Dice": 0.5682538709182892, + "FN": 34035, + "FP": 36372, + "IoU": 0.3968956921732725, + "TN": 69379035, + "TP": 46334, + "n_pred": 82706, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6549875554211022, + "FN": 35698, + "FP": 139933, + "IoU": 0.4869750893837777, + "TN": 50491208, + "TP": 166713, + "n_pred": 306646, + "n_ref": 202411 + }, + "10": { + "Dice": 0.4845964232458587, + "FN": 28068, + "FP": 73550, + "IoU": 0.31978044045786197, + "TN": 50684162, + "TP": 47772, + "n_pred": 121322, + "n_ref": 75840 + }, + "11": { + "Dice": 0.2382349190154317, + "FN": 5795, + "FP": 178, + "IoU": 0.135225133922108, + "TN": 50826645, + "TP": 934, + "n_pred": 1112, + "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": 0.1273853531821361, + "FN": 39338, + "FP": 82938, + "IoU": 0.06802539614789521, + "TN": 50702351, + "TP": 8925, + "n_pred": 91863, + "n_ref": 48263 + }, + "14": { + "Dice": 0.4409731648741777, + "FN": 29621, + "FP": 23917, + "IoU": 0.2828515551745385, + "TN": 50758898, + "TP": 21116, + "n_pred": 45033, + "n_ref": 50737 + }, + "15": { + "Dice": 0.3386893148169402, + "FN": 25903, + "FP": 8669, + "IoU": 0.20386873920552678, + "TN": 50790127, + "TP": 8853, + "n_pred": 17522, + "n_ref": 34756 + }, + "2": { + "Dice": 0.4075963055244338, + "FN": 138946, + "FP": 73612, + "IoU": 0.2559629238103906, + "TN": 50547870, + "TP": 73124, + "n_pred": 146736, + "n_ref": 212070 + }, + "3": { + "Dice": 0.5723968693053882, + "FN": 41839, + "FP": 199150, + "IoU": 0.4009495755496725, + "TN": 50431267, + "TP": 161296, + "n_pred": 360446, + "n_ref": 203135 + }, + "4": { + "Dice": 0.5032987747408105, + "FN": 8086, + "FP": 11413, + "IoU": 0.336272040302267, + "TN": 50804174, + "TP": 9879, + "n_pred": 21292, + "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": 0.8071277300764441, + "FN": 365859, + "FP": 508983, + "IoU": 0.6766254446741127, + "TN": 48128200, + "TP": 1830510, + "n_pred": 2339493, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.3854694443519594, + "FN": 129954, + "FP": 183821, + "IoU": 0.2387501698270675, + "TN": 50421368, + "TP": 98409, + "n_pred": 282230, + "n_ref": 228363 + }, + "8": { + "Dice": 0.7461369455086885, + "FN": 20740, + "FP": 35184, + "IoU": 0.5950705245170447, + "TN": 50695444, + "TP": 82184, + "n_pred": 117368, + "n_ref": 102924 + }, + "9": { + "Dice": 0.5568896453492258, + "FN": 60968, + "FP": 25205, + "IoU": 0.3858953984735218, + "TN": 50693229, + "TP": 54150, + "n_pred": 79355, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6347202921910234, + "FN": 49119, + "FP": 138302, + "IoU": 0.4649012862057644, + "TN": 76534605, + "TP": 162834, + "n_pred": 301136, + "n_ref": 211953 + }, + "10": { + "Dice": 0.3622482066093049, + "FN": 37867, + "FP": 57526, + "IoU": 0.22118626770624975, + "TN": 76762375, + "TP": 27092, + "n_pred": 84618, + "n_ref": 64959 + }, + "11": { + "Dice": 0.6139972554401097, + "FN": 1308, + "FP": 661, + "IoU": 0.442998585572843, + "TN": 76881325, + "TP": 1566, + "n_pred": 2227, + "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": 0.2587763289869609, + "FN": 32850, + "FP": 24053, + "IoU": 0.14861751152073732, + "TN": 76818024, + "TP": 9933, + "n_pred": 33986, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8353685758554584, + "FN": 17889, + "FP": 7187, + "IoU": 0.7172815008568594, + "TN": 76796164, + "TP": 63620, + "n_pred": 70807, + "n_ref": 81509 + }, + "15": { + "Dice": 0.1725532962780553, + "FN": 35110, + "FP": 11932, + "IoU": 0.0944231620690319, + "TN": 76832913, + "TP": 4905, + "n_pred": 16837, + "n_ref": 40015 + }, + "2": { + "Dice": 0.3486137972102043, + "FN": 70820, + "FP": 52789, + "IoU": 0.21110373613468977, + "TN": 76728174, + "TP": 33077, + "n_pred": 85866, + "n_ref": 103897 + }, + "3": { + "Dice": 0.4784785609791276, + "FN": 27744, + "FP": 124122, + "IoU": 0.314473755484535, + "TN": 76663328, + "TP": 69666, + "n_pred": 193788, + "n_ref": 97410 + }, + "4": { + "Dice": 0.7072958631337959, + "FN": 4955, + "FP": 11538, + "IoU": 0.5471444261394838, + "TN": 76848440, + "TP": 19927, + "n_pred": 31465, + "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": 0.7514590376204919, + "FN": 184212, + "FP": 442107, + "IoU": 0.6018697505833833, + "TN": 75311709, + "TP": 946832, + "n_pred": 1388939, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.4864824589377308, + "FN": 79542, + "FP": 92757, + "IoU": 0.3214250550385368, + "TN": 76630947, + "TP": 81614, + "n_pred": 174371, + "n_ref": 161156 + }, + "8": { + "Dice": 0.78004200420042, + "FN": 12309, + "FP": 24347, + "IoU": 0.6394007063244568, + "TN": 76783207, + "TP": 64997, + "n_pred": 89344, + "n_ref": 77306 + }, + "9": { + "Dice": 0.43932935493037795, + "FN": 47706, + "FP": 64755, + "IoU": 0.2815003641660597, + "TN": 76728338, + "TP": 44061, + "n_pred": 108816, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.41373589110109965, + "FN": 56247, + "FP": 137389, + "IoU": 0.2608240889900062, + "TN": 130737970, + "TP": 68326, + "n_pred": 205715, + "n_ref": 124573 + }, + "10": { + "Dice": 0.37058019144364135, + "FN": 29108, + "FP": 67552, + "IoU": 0.2274307636973984, + "TN": 130874817, + "TP": 28455, + "n_pred": 96007, + "n_ref": 57563 + }, + "11": { + "Dice": 0.506842737094838, + "FN": 3457, + "FP": 651, + "IoU": 0.3394436404566651, + "TN": 130993713, + "TP": 2111, + "n_pred": 2762, + "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": 0.032355463655908925, + "FN": 77040, + "FP": 5323, + "IoU": 0.016443754478146645, + "TN": 130916192, + "TP": 1377, + "n_pred": 6700, + "n_ref": 78417 + }, + "14": { + "Dice": 0.000291561700958378, + "FN": 945986, + "FP": 7222, + "IoU": 0.00014580210563415, + "TN": 130046585, + "TP": 139, + "n_pred": 7361, + "n_ref": 946125 + }, + "15": { + "Dice": 0.01502536750357747, + "FN": 25079, + "FP": 5207, + "IoU": 0.007569551397581676, + "TN": 130969415, + "TP": 231, + "n_pred": 5438, + "n_ref": 25310 + }, + "2": { + "Dice": 0.23080630845104366, + "FN": 179590, + "FP": 82122, + "IoU": 0.1304584735710702, + "TN": 130698955, + "TP": 39265, + "n_pred": 121387, + "n_ref": 218855 + }, + "3": { + "Dice": 0.5818293577745453, + "FN": 102248, + "FP": 157630, + "IoU": 0.41026752384431925, + "TN": 130559261, + "TP": 180793, + "n_pred": 338423, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 8670, + "IoU": 0.0, + "TN": 130988982, + "TP": 0, + "n_pred": 8670, + "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": 0.7725377717660297, + "FN": 228226, + "FP": 504789, + "IoU": 0.629378040314552, + "TN": 129022135, + "TP": 1244782, + "n_pred": 1749571, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.21612427363803122, + "FN": 161946, + "FP": 143597, + "IoU": 0.12115433291914032, + "TN": 130652268, + "TP": 42121, + "n_pred": 185718, + "n_ref": 204067 + }, + "8": { + "Dice": 0.669184547582266, + "FN": 61263, + "FP": 2766, + "IoU": 0.502837975292921, + "TN": 130871143, + "TP": 64760, + "n_pred": 67526, + "n_ref": 126023 + }, + "9": { + "Dice": 0.3292920336924886, + "FN": 31593, + "FP": 72798, + "IoU": 0.19709730266042133, + "TN": 130869915, + "TP": 25626, + "n_pred": 98424, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.21927922107886116, + "FN": 43161, + "FP": 58353, + "IoU": 0.1231407100285048, + "TN": 74310928, + "TP": 14256, + "n_pred": 72609, + "n_ref": 57417 + }, + "10": { + "Dice": 0.19444502848972897, + "FN": 69527, + "FP": 7099, + "IoU": 0.10769266599902182, + "TN": 74340824, + "TP": 9248, + "n_pred": 16347, + "n_ref": 78775 + }, + "11": { + "Dice": 0.5613868439800522, + "FN": 1206, + "FP": 641, + "IoU": 0.39022779795311985, + "TN": 74423669, + "TP": 1182, + "n_pred": 1823, + "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": 0.09740538130434037, + "FN": 97647, + "FP": 7619, + "IoU": 0.051196077370973266, + "TN": 74315752, + "TP": 5680, + "n_pred": 13299, + "n_ref": 103327 + }, + "14": { + "Dice": 0.6528270540102011, + "FN": 86805, + "FP": 2633, + "IoU": 0.4845903831082016, + "TN": 74253170, + "TP": 84090, + "n_pred": 86723, + "n_ref": 170895 + }, + "15": { + "Dice": 0.4036420451484295, + "FN": 14726, + "FP": 7412, + "IoU": 0.2528518393520081, + "TN": 74397068, + "TP": 7492, + "n_pred": 14904, + "n_ref": 22218 + }, + "2": { + "Dice": 0.12275906236802658, + "FN": 105527, + "FP": 83500, + "IoU": 0.06539334398006458, + "TN": 74224445, + "TP": 13226, + "n_pred": 96726, + "n_ref": 118753 + }, + "3": { + "Dice": 0.30640282049738826, + "FN": 82829, + "FP": 136132, + "IoU": 0.18091835780417095, + "TN": 74159373, + "TP": 48364, + "n_pred": 184496, + "n_ref": 131193 + }, + "4": { + "Dice": 0.14754355674148487, + "FN": 27640, + "FP": 4946, + "IoU": 0.0796475173699373, + "TN": 74391292, + "TP": 2820, + "n_pred": 7766, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8247502896634596, + "FN": 110626, + "FP": 219559, + "IoU": 0.7017660012247839, + "TN": 73319564, + "TP": 776949, + "n_pred": 996508, + "n_ref": 887575 + }, + "7": { + "Dice": 0.3539554336040362, + "FN": 110524, + "FP": 35453, + "IoU": 0.21503393093361153, + "TN": 74240732, + "TP": 39989, + "n_pred": 75442, + "n_ref": 150513 + }, + "8": { + "Dice": 0.7034796496152543, + "FN": 14160, + "FP": 10348, + "IoU": 0.5425905188503173, + "TN": 74373118, + "TP": 29072, + "n_pred": 39420, + "n_ref": 43232 + }, + "9": { + "Dice": 0.4972785947168807, + "FN": 15088, + "FP": 22689, + "IoU": 0.3309186872354368, + "TN": 74370237, + "TP": 18684, + "n_pred": 41373, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7343095531414492, + "FN": 9268, + "FP": 85626, + "IoU": 0.5801652015024754, + "TN": 106420661, + "TP": 131133, + "n_pred": 216759, + "n_ref": 140401 + }, + "10": { + "Dice": 0.5239333324623177, + "FN": 39191, + "FP": 70122, + "IoU": 0.3549523500427817, + "TN": 106477223, + "TP": 60152, + "n_pred": 130274, + "n_ref": 99343 + }, + "11": { + "Dice": 0.2582110412299092, + "FN": 3912, + "FP": 334, + "IoU": 0.14824473420260784, + "TN": 106641703, + "TP": 739, + "n_pred": 1073, + "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": 0.314933569530558, + "FN": 23165, + "FP": 54179, + "IoU": 0.18689682723239628, + "TN": 106551566, + "TP": 17778, + "n_pred": 71957, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8002131912058628, + "FN": 10199, + "FP": 19789, + "IoU": 0.6669628181777798, + "TN": 106556644, + "TP": 60056, + "n_pred": 79845, + "n_ref": 70255 + }, + "15": { + "Dice": 0.5374027528426092, + "FN": 15336, + "FP": 3989, + "IoU": 0.367430441898527, + "TN": 106616138, + "TP": 11225, + "n_pred": 15214, + "n_ref": 26561 + }, + "2": { + "Dice": 0.21683771392978973, + "FN": 156734, + "FP": 59530, + "IoU": 0.1216029049199238, + "TN": 106400485, + "TP": 29939, + "n_pred": 89469, + "n_ref": 186673 + }, + "3": { + "Dice": 0.45715478586727404, + "FN": 15811, + "FP": 304041, + "IoU": 0.29630631879313496, + "TN": 106192155, + "TP": 134681, + "n_pred": 438722, + "n_ref": 150492 + }, + "4": { + "Dice": 0.7849672351690318, + "FN": 1039, + "FP": 3916, + "IoU": 0.6460461461532967, + "TN": 106632689, + "TP": 9044, + "n_pred": 12960, + "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": 0.9352049661741746, + "FN": 106628, + "FP": 54939, + "IoU": 0.8782957625318447, + "TN": 105319150, + "TP": 1165971, + "n_pred": 1220910, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.5405057108115692, + "FN": 206821, + "FP": 14244, + "IoU": 0.3703376675164134, + "TN": 106295603, + "TP": 130020, + "n_pred": 144264, + "n_ref": 336841 + }, + "8": { + "Dice": 0.787429082672385, + "FN": 15583, + "FP": 14354, + "IoU": 0.6493880658195234, + "TN": 106561303, + "TP": 55448, + "n_pred": 69802, + "n_ref": 71031 + }, + "9": { + "Dice": 0.6747923343198547, + "FN": 27285, + "FP": 28426, + "IoU": 0.5091974275394239, + "TN": 106533178, + "TP": 57799, + "n_pred": 86225, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5728224898502269, + "FN": 62399, + "FP": 75332, + "IoU": 0.40136737425894053, + "TN": 107896852, + "TP": 92345, + "n_pred": 167677, + "n_ref": 154744 + }, + "10": { + "Dice": 0.6150919545167248, + "FN": 31023, + "FP": 31702, + "IoU": 0.44413920225445974, + "TN": 108014085, + "TP": 50118, + "n_pred": 81820, + "n_ref": 81141 + }, + "11": { + "Dice": 0.5036127167630058, + "FN": 1643, + "FP": 1105, + "IoU": 0.33655239014968613, + "TN": 108122786, + "TP": 1394, + "n_pred": 2499, + "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": 0.37306351202891397, + "FN": 53991, + "FP": 24761, + "IoU": 0.2293042874059286, + "TN": 108024745, + "TP": 23431, + "n_pred": 48192, + "n_ref": 77422 + }, + "14": { + "Dice": 0.712281745577702, + "FN": 8767, + "FP": 16379, + "IoU": 0.5531347739550754, + "TN": 108070656, + "TP": 31126, + "n_pred": 47505, + "n_ref": 39893 + }, + "15": { + "Dice": 0.41837099400341526, + "FN": 16696, + "FP": 12596, + "IoU": 0.2645190448690587, + "TN": 108087101, + "TP": 10535, + "n_pred": 23131, + "n_ref": 27231 + }, + "2": { + "Dice": 0.409872210610218, + "FN": 118921, + "FP": 86902, + "IoU": 0.25776054814280563, + "TN": 107849628, + "TP": 71477, + "n_pred": 158379, + "n_ref": 190398 + }, + "3": { + "Dice": 0.6204558009201651, + "FN": 37935, + "FP": 160630, + "IoU": 0.4497542023909152, + "TN": 107766062, + "TP": 162301, + "n_pred": 322931, + "n_ref": 200236 + }, + "4": { + "Dice": 0.5765301526098628, + "FN": 17310, + "FP": 6193, + "IoU": 0.4050174674700015, + "TN": 108087426, + "TP": 15999, + "n_pred": 22192, + "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": 0.8837115635903808, + "FN": 127816, + "FP": 227893, + "IoU": 0.7916516330068881, + "TN": 106419648, + "TP": 1351571, + "n_pred": 1579464, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.5944748478990041, + "FN": 118319, + "FP": 70045, + "IoU": 0.42295568102098774, + "TN": 107800499, + "TP": 138065, + "n_pred": 208110, + "n_ref": 256384 + }, + "8": { + "Dice": 0.8422357583054201, + "FN": 7843, + "FP": 5392, + "IoU": 0.7274674134629244, + "TN": 108078365, + "TP": 35328, + "n_pred": 40720, + "n_ref": 43171 + }, + "9": { + "Dice": 0.5489074049013732, + "FN": 19148, + "FP": 50853, + "IoU": 0.37827179792345744, + "TN": 108014337, + "TP": 42590, + "n_pred": 93443, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1542298531640697, + "FN": 105261, + "FP": 105669, + "IoU": 0.08355853703043943, + "TN": 62339998, + "TP": 19232, + "n_pred": 124901, + "n_ref": 124493 + }, + "10": { + "Dice": 0.3648007438043025, + "FN": 36389, + "FP": 42861, + "IoU": 0.2230925328653916, + "TN": 62468153, + "TP": 22757, + "n_pred": 65618, + "n_ref": 59146 + }, + "11": { + "Dice": 0.5174988334111059, + "FN": 943, + "FP": 1125, + "IoU": 0.34907145105445386, + "TN": 62566983, + "TP": 1109, + "n_pred": 2234, + "n_ref": 2052 + }, + "12": { + "Dice": 0.001405152224824356, + "FN": 4264, + "FP": 0, + "IoU": 0.0007030700726505742, + "TN": 62565893, + "TP": 3, + "n_pred": 3, + "n_ref": 4267 + }, + "13": { + "Dice": 0.26675085042779095, + "FN": 31358, + "FP": 25548, + "IoU": 0.15390219605394234, + "TN": 62502903, + "TP": 10351, + "n_pred": 35899, + "n_ref": 41709 + }, + "14": { + "Dice": 0.4972005757366322, + "FN": 236815, + "FP": 1076, + "IoU": 0.33084959157496796, + "TN": 62214648, + "TP": 117621, + "n_pred": 118697, + "n_ref": 354436 + }, + "15": { + "Dice": 0.0007222112796270763, + "FN": 91306, + "FP": 14, + "IoU": 0.00036123608420084727, + "TN": 62478807, + "TP": 33, + "n_pred": 47, + "n_ref": 91339 + }, + "2": { + "Dice": 0.40572121738815564, + "FN": 110989, + "FP": 53130, + "IoU": 0.2544857410217042, + "TN": 62350018, + "TP": 56023, + "n_pred": 109153, + "n_ref": 167012 + }, + "3": { + "Dice": 0.4585973137354283, + "FN": 98829, + "FP": 140445, + "IoU": 0.29751947224562775, + "TN": 62229547, + "TP": 101339, + "n_pred": 241784, + "n_ref": 200168 + }, + "4": { + "Dice": 0.7364211574008247, + "FN": 2763, + "FP": 12067, + "IoU": 0.5828058626607028, + "TN": 62534613, + "TP": 20717, + "n_pred": 32784, + "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": 0.8236728731704649, + "FN": 177547, + "FP": 370483, + "IoU": 0.7002073270132328, + "TN": 60742130, + "TP": 1280000, + "n_pred": 1650483, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.4687999358530118, + "FN": 105545, + "FP": 79949, + "IoU": 0.3061650445490114, + "TN": 62302814, + "TP": 81852, + "n_pred": 161801, + "n_ref": 187397 + }, + "8": { + "Dice": 0.7519541348581161, + "FN": 20677, + "FP": 11945, + "IoU": 0.6025052090314248, + "TN": 62488091, + "TP": 49447, + "n_pred": 61392, + "n_ref": 70124 + }, + "9": { + "Dice": 0.4067858915213116, + "FN": 16398, + "FP": 80427, + "IoU": 0.25532405805126784, + "TN": 62440137, + "TP": 33198, + "n_pred": 113625, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4490981657979106, + "FN": 177750, + "FP": 74844, + "IoU": 0.28957227072270725, + "TN": 55025696, + "TP": 102958, + "n_pred": 177802, + "n_ref": 280708 + }, + "10": { + "Dice": 0.5591466555391106, + "FN": 33690, + "FP": 33925, + "IoU": 0.38806632034318606, + "TN": 55270754, + "TP": 42879, + "n_pred": 76804, + "n_ref": 76569 + }, + "11": { + "Dice": 0.5598562344484379, + "FN": 2302, + "FP": 882, + "IoU": 0.38875023996928393, + "TN": 55376039, + "TP": 2025, + "n_pred": 2907, + "n_ref": 4327 + }, + "12": { + "Dice": 0.0, + "FN": 4728, + "FP": 92, + "IoU": 0.0, + "TN": 55376428, + "TP": 0, + "n_pred": 92, + "n_ref": 4728 + }, + "13": { + "Dice": 0.32707492971519375, + "FN": 41492, + "FP": 13560, + "IoU": 0.1955108065058234, + "TN": 55312817, + "TP": 13379, + "n_pred": 26939, + "n_ref": 54871 + }, + "14": { + "Dice": 0.7296939418645665, + "FN": 32089, + "FP": 14658, + "IoU": 0.5744237281963512, + "TN": 55271404, + "TP": 63097, + "n_pred": 77755, + "n_ref": 95186 + }, + "15": { + "Dice": 0.27145501246506004, + "FN": 73486, + "FP": 3664, + "IoU": 0.1570424920511784, + "TN": 55289725, + "TP": 14373, + "n_pred": 18037, + "n_ref": 87859 + }, + "2": { + "Dice": 0.4914884437596302, + "FN": 115624, + "FP": 49388, + "IoU": 0.32581019464282795, + "TN": 55136492, + "TP": 79744, + "n_pred": 129132, + "n_ref": 195368 + }, + "3": { + "Dice": 0.6225897476093432, + "FN": 48858, + "FP": 114852, + "IoU": 0.45200022762192, + "TN": 55082507, + "TP": 135031, + "n_pred": 249883, + "n_ref": 183889 + }, + "4": { + "Dice": 0.627222719713445, + "FN": 2506, + "FP": 3322, + "IoU": 0.4569005684465567, + "TN": 55370517, + "TP": 4903, + "n_pred": 8225, + "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": 0.852700162298602, + "FN": 191110, + "FP": 260686, + "IoU": 0.7432234663320244, + "TN": 53621757, + "TP": 1307695, + "n_pred": 1568381, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.42008771776546855, + "FN": 115150, + "FP": 50789, + "IoU": 0.2658930641208271, + "TN": 55155206, + "TP": 60103, + "n_pred": 110892, + "n_ref": 175253 + }, + "8": { + "Dice": 0.7920637472156521, + "FN": 12560, + "FP": 5550, + "IoU": 0.6557165126801262, + "TN": 55328646, + "TP": 34492, + "n_pred": 40042, + "n_ref": 47052 + }, + "9": { + "Dice": 0.5676556987645298, + "FN": 10529, + "FP": 50991, + "IoU": 0.39631232398166955, + "TN": 55279341, + "TP": 40387, + "n_pred": 91378, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.598681500997491, + "FN": 83775, + "FP": 191015, + "IoU": 0.42722728731808385, + "TN": 110666861, + "TP": 204964, + "n_pred": 395979, + "n_ref": 288739 + }, + "10": { + "Dice": 0.6549975962589047, + "FN": 22326, + "FP": 40826, + "IoU": 0.48698619008935823, + "TN": 111023515, + "TP": 59948, + "n_pred": 100774, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7232529375386518, + "FN": 1295, + "FP": 495, + "IoU": 0.5664809881327197, + "TN": 111142486, + "TP": 2339, + "n_pred": 2834, + "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": 0.21121275579558396, + "FN": 45347, + "FP": 83473, + "IoU": 0.11807595144693873, + "TN": 111000548, + "TP": 17247, + "n_pred": 100720, + "n_ref": 62594 + }, + "14": { + "Dice": 0.7740981368657887, + "FN": 10495, + "FP": 7377, + "IoU": 0.6314519621388655, + "TN": 111098122, + "TP": 30621, + "n_pred": 37998, + "n_ref": 41116 + }, + "15": { + "Dice": 0.48073520479573245, + "FN": 16262, + "FP": 3401, + "IoU": 0.31642621241091606, + "TN": 111117850, + "TP": 9102, + "n_pred": 12503, + "n_ref": 25364 + }, + "2": { + "Dice": 0.4381626227903303, + "FN": 96808, + "FP": 54701, + "IoU": 0.2805430508860904, + "TN": 110936027, + "TP": 59079, + "n_pred": 113780, + "n_ref": 155887 + }, + "3": { + "Dice": 0.5639810337401562, + "FN": 94632, + "FP": 137191, + "IoU": 0.39273926528217273, + "TN": 110764863, + "TP": 149929, + "n_pred": 287120, + "n_ref": 244561 + }, + "4": { + "Dice": 0.5950681721346399, + "FN": 7665, + "FP": 7541, + "IoU": 0.4235566170059517, + "TN": 111120236, + "TP": 11173, + "n_pred": 18714, + "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": 0.8568917274337631, + "FN": 174515, + "FP": 303026, + "IoU": 0.7496155421131473, + "TN": 109239384, + "TP": 1429690, + "n_pred": 1732716, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.27793377881222314, + "FN": 304664, + "FP": 80024, + "IoU": 0.16139552323401435, + "TN": 110687891, + "TP": 74036, + "n_pred": 154060, + "n_ref": 378700 + }, + "8": { + "Dice": 0.7836207245613933, + "FN": 12814, + "FP": 24593, + "IoU": 0.6442240018261018, + "TN": 111041473, + "TP": 67735, + "n_pred": 92328, + "n_ref": 80549 + }, + "9": { + "Dice": 0.2986499197698224, + "FN": 34264, + "FP": 67140, + "IoU": 0.17553701806592192, + "TN": 111023621, + "TP": 21590, + "n_pred": 88730, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7190476853795746, + "FN": 21522, + "FP": 119663, + "IoU": 0.5613383708140959, + "TN": 96799171, + "TP": 180669, + "n_pred": 300332, + "n_ref": 202191 + }, + "10": { + "Dice": 0.2949963402644538, + "FN": 40345, + "FP": 122434, + "IoU": 0.17301801000838266, + "TN": 96924190, + "TP": 34056, + "n_pred": 156490, + "n_ref": 74401 + }, + "11": { + "Dice": 0.3482587064676617, + "FN": 2792, + "FP": 1400, + "IoU": 0.21084337349397592, + "TN": 97115713, + "TP": 1120, + "n_pred": 2520, + "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": 0.3528650561523276, + "FN": 24648, + "FP": 73369, + "IoU": 0.2142295975629309, + "TN": 96996285, + "TP": 26723, + "n_pred": 100092, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8368383933654524, + "FN": 34822, + "FP": 3582, + "IoU": 0.7194515264192156, + "TN": 96984136, + "TP": 98485, + "n_pred": 102067, + "n_ref": 133307 + }, + "15": { + "Dice": 0.15140706515530394, + "FN": 62535, + "FP": 4318, + "IoU": 0.0819039510004532, + "TN": 97048208, + "TP": 5964, + "n_pred": 10282, + "n_ref": 68499 + }, + "2": { + "Dice": 0.3463986094351549, + "FN": 119167, + "FP": 62827, + "IoU": 0.2094813244664909, + "TN": 96890804, + "TP": 48227, + "n_pred": 111054, + "n_ref": 167394 + }, + "3": { + "Dice": 0.6116940602233918, + "FN": 51663, + "FP": 161861, + "IoU": 0.4406046554276208, + "TN": 96739320, + "TP": 168181, + "n_pred": 330042, + "n_ref": 219844 + }, + "4": { + "Dice": 0.6330996792206249, + "FN": 3911, + "FP": 11530, + "IoU": 0.463164482147203, + "TN": 97092262, + "TP": 13322, + "n_pred": 24852, + "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": 0.8501756247946832, + "FN": 174624, + "FP": 323412, + "IoU": 0.7393960705023955, + "TN": 95209941, + "TP": 1413048, + "n_pred": 1736460, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.2760288871486992, + "FN": 263317, + "FP": 69507, + "IoU": 0.1601122461339686, + "TN": 96724753, + "TP": 63448, + "n_pred": 132955, + "n_ref": 326765 + }, + "8": { + "Dice": 0.7210909306678606, + "FN": 33269, + "FP": 18436, + "IoU": 0.5638328384397354, + "TN": 97002481, + "TP": 66839, + "n_pred": 85275, + "n_ref": 100108 + }, + "9": { + "Dice": 0.6666228121220709, + "FN": 29575, + "FP": 36308, + "IoU": 0.4999506652599941, + "TN": 96989272, + "TP": 65870, + "n_pred": 102178, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.632175328111013, + "FN": 86615, + "FP": 41996, + "IoU": 0.462175702122677, + "TN": 78817273, + "TP": 110521, + "n_pred": 152517, + "n_ref": 197136 + }, + "10": { + "Dice": 0.5212710156530381, + "FN": 55248, + "FP": 14116, + "IoU": 0.3525128817862744, + "TN": 78949277, + "TP": 37764, + "n_pred": 51880, + "n_ref": 93012 + }, + "11": { + "Dice": 0.5234635774592578, + "FN": 1676, + "FP": 751, + "IoU": 0.35452127659574467, + "TN": 79052645, + "TP": 1333, + "n_pred": 2084, + "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": 0.23100592322880073, + "FN": 56466, + "FP": 3514, + "IoU": 0.13058603545492758, + "TN": 78987416, + "TP": 9009, + "n_pred": 12523, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5027032372914881, + "FN": 22629, + "FP": 7541, + "IoU": 0.33574054910940354, + "TN": 79010986, + "TP": 15249, + "n_pred": 22790, + "n_ref": 37878 + }, + "15": { + "Dice": 0.41689273150497924, + "FN": 26622, + "FP": 6695, + "IoU": 0.26333827138656113, + "TN": 79011178, + "TP": 11910, + "n_pred": 18605, + "n_ref": 38532 + }, + "2": { + "Dice": 0.3448703027912023, + "FN": 69039, + "FP": 97020, + "IoU": 0.20836451872792194, + "TN": 78846638, + "TP": 43708, + "n_pred": 140728, + "n_ref": 112747 + }, + "3": { + "Dice": 0.5520536360386752, + "FN": 58060, + "FP": 44698, + "IoU": 0.3812666337504064, + "TN": 78890327, + "TP": 63320, + "n_pred": 108018, + "n_ref": 121380 + }, + "4": { + "Dice": 0.48599396663177985, + "FN": 4535, + "FP": 3814, + "IoU": 0.32099869876382564, + "TN": 79044109, + "TP": 3947, + "n_pred": 7761, + "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": 0.8507575873097105, + "FN": 174924, + "FP": 226349, + "IoU": 0.7402768797212691, + "TN": 77511402, + "TP": 1143730, + "n_pred": 1370079, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.4649617908230448, + "FN": 308713, + "FP": 71605, + "IoU": 0.3028991643617421, + "TN": 78510834, + "TP": 165253, + "n_pred": 236858, + "n_ref": 473966 + }, + "8": { + "Dice": 0.5398923674881476, + "FN": 6246, + "FP": 36844, + "IoU": 0.3697620336107414, + "TN": 78988034, + "TP": 25281, + "n_pred": 62125, + "n_ref": 31527 + }, + "9": { + "Dice": 0.5829505539043501, + "FN": 28141, + "FP": 33599, + "IoU": 0.4113833539898942, + "TN": 78951515, + "TP": 43150, + "n_pred": 76749, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5636692760545035, + "FN": 56864, + "FP": 216478, + "IoU": 0.3924369691864174, + "TN": 122262041, + "TP": 176557, + "n_pred": 393035, + "n_ref": 233421 + }, + "10": { + "Dice": 0.48178845003891857, + "FN": 38286, + "FP": 116837, + "IoU": 0.31733947093952025, + "TN": 122484707, + "TP": 72110, + "n_pred": 188947, + "n_ref": 110396 + }, + "11": { + "Dice": 0.07085883880541644, + "FN": 3991, + "FP": 1018, + "IoU": 0.036730769230769234, + "TN": 122706740, + "TP": 191, + "n_pred": 1209, + "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": 0.15835693576228863, + "FN": 44351, + "FP": 56089, + "IoU": 0.08598676846636151, + "TN": 122602051, + "TP": 9449, + "n_pred": 65538, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7371024601038626, + "FN": 29913, + "FP": 25571, + "IoU": 0.5836597481728273, + "TN": 122578674, + "TP": 77782, + "n_pred": 103353, + "n_ref": 107695 + }, + "15": { + "Dice": 0.6616768507371147, + "FN": 21960, + "FP": 7828, + "IoU": 0.49440738666259315, + "TN": 122653023, + "TP": 29129, + "n_pred": 36957, + "n_ref": 51089 + }, + "2": { + "Dice": 0.19935409310377905, + "FN": 115120, + "FP": 60155, + "IoU": 0.11071254617039412, + "TN": 122514844, + "TP": 21821, + "n_pred": 81976, + "n_ref": 136941 + }, + "3": { + "Dice": 0.6034234832814808, + "FN": 21458, + "FP": 142085, + "IoU": 0.43207334224645355, + "TN": 122423975, + "TP": 124422, + "n_pred": 266507, + "n_ref": 145880 + }, + "4": { + "Dice": 0.42799062514947145, + "FN": 43105, + "FP": 16690, + "IoU": 0.27225704375342297, + "TN": 122629775, + "TP": 22370, + "n_pred": 39060, + "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": 0.7875221764963828, + "FN": 240859, + "FP": 552346, + "IoU": 0.6495147055314644, + "TN": 120448778, + "TP": 1469957, + "n_pred": 2022303, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.38989898555523544, + "FN": 384889, + "FP": 182605, + "IoU": 0.2421580894970681, + "TN": 121963111, + "TP": 181335, + "n_pred": 363940, + "n_ref": 566224 + }, + "8": { + "Dice": 0.7553410150065325, + "FN": 43659, + "FP": 16452, + "IoU": 0.6068658356332814, + "TN": 122559038, + "TP": 92791, + "n_pred": 109243, + "n_ref": 136450 + }, + "9": { + "Dice": 0.4783050912510315, + "FN": 24898, + "FP": 83842, + "IoU": 0.31432390849244585, + "TN": 122553352, + "TP": 49848, + "n_pred": 133690, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/loop_000/summary_cross_val.json b/nnActive_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/loop_000/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..32fe563d67a55f81989fa98340a2d555048ab44c --- /dev/null +++ b/nnActive_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/loop_000/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.1767109053779859, + "FN": 413.27555555555557, + "FP": 304.0755555555555, + "IoU": 0.1387429909970447, + "TN": 53048.286666666674, + "TP": 301.5622222222222, + "n_pred": 605.6377777777778, + "n_ref": 714.8377777777777 + }, + "mean": { + "1": { + "Dice": 0.33532280686523697, + "FN": 994.0333333333333, + "FP": 276.23333333333335, + "IoU": 0.28180324479277696, + "TN": 51893.86666666667, + "TP": 903.0666666666667, + "n_pred": 1179.3, + "n_ref": 1897.1 + }, + "10": { + "Dice": 0.10016125957135744, + "FN": 196.66666666666666, + "FP": 172.1, + "IoU": 0.06181509889605726, + "TN": 53632.86666666667, + "TP": 65.56666666666666, + "n_pred": 237.66666666666666, + "n_ref": 262.23333333333335 + }, + "11": { + "Dice": 0.0, + "FN": 71.76666666666667, + "FP": 20.666666666666668, + "IoU": 0.0, + "TN": 53974.76666666667, + "TP": 0.0, + "n_pred": 20.666666666666668, + "n_ref": 71.76666666666667 + }, + "12": { + "Dice": 0.01596884128529698, + "FN": 95.2, + "FP": 31.733333333333334, + "IoU": 0.008316430020283976, + "TN": 53938.9, + "TP": 1.3666666666666667, + "n_pred": 33.1, + "n_ref": 96.56666666666666 + }, + "13": { + "Dice": 0.05767185491403786, + "FN": 76.6, + "FP": 518.7333333333333, + "IoU": 0.03612852392153228, + "TN": 53367.933333333334, + "TP": 103.93333333333334, + "n_pred": 622.6666666666666, + "n_ref": 180.53333333333333 + }, + "14": { + "Dice": 0.2636512957940222, + "FN": 162.23333333333332, + "FP": 129.3, + "IoU": 0.2192404379170226, + "TN": 53447.0, + "TP": 328.6666666666667, + "n_pred": 457.96666666666664, + "n_ref": 490.9 + }, + "15": { + "Dice": 0.0, + "FN": 563.9, + "FP": 0.0, + "IoU": 0.0, + "TN": 53503.3, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 563.9 + }, + "2": { + "Dice": 0.12601267638253708, + "FN": 740.7666666666667, + "FP": 461.6, + "IoU": 0.08481155675329932, + "TN": 52649.13333333333, + "TP": 215.7, + "n_pred": 677.3, + "n_ref": 956.4666666666667 + }, + "3": { + "Dice": 0.1856415220260522, + "FN": 934.3666666666667, + "FP": 788.1333333333333, + "IoU": 0.1352208045670475, + "TN": 51824.3, + "TP": 520.4, + "n_pred": 1308.5333333333333, + "n_ref": 1454.7666666666667 + }, + "4": { + "Dice": 0.3990712074303406, + "FN": 53.666666666666664, + "FP": 166.03333333333333, + "IoU": 0.33204533745492015, + "TN": 53718.6, + "TP": 128.9, + "n_pred": 294.93333333333334, + "n_ref": 182.56666666666666 + }, + "5": { + "Dice": 0.0, + "FN": 329.3666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 53737.833333333336, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 329.3666666666667 + }, + "6": { + "Dice": 0.18700528484453247, + "FN": 782.3, + "FP": 1143.1333333333334, + "IoU": 0.14300961650273555, + "TN": 51394.333333333336, + "TP": 747.4333333333333, + "n_pred": 1890.5666666666666, + "n_ref": 1529.7333333333333 + }, + "7": { + "Dice": 0.18101434837593586, + "FN": 795.4666666666667, + "FP": 607.4666666666667, + "IoU": 0.1365582486946776, + "TN": 52019.933333333334, + "TP": 644.3333333333334, + "n_pred": 1251.8, + "n_ref": 1439.8 + }, + "8": { + "Dice": 0.5156509072171513, + "FN": 114.56666666666666, + "FP": 42.166666666666664, + "IoU": 0.43753512346273765, + "TN": 53502.666666666664, + "TP": 407.8, + "n_pred": 449.96666666666664, + "n_ref": 522.3666666666667 + }, + "9": { + "Dice": 0.2834915759632879, + "FN": 288.23333333333335, + "FP": 203.83333333333334, + "IoU": 0.20466044197257977, + "TN": 53118.86666666667, + "TP": 456.26666666666665, + "n_pred": 660.1, + "n_ref": 744.5 + } + }, + "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": 0.0, + "FN": 1518, + "FP": 0, + "IoU": 0.0, + "TN": 47634, + "TP": 0, + "n_pred": 0, + "n_ref": 1518 + }, + "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": 0.8074403369209172, + "FN": 1147, + "FP": 499, + "IoU": 0.6770649401608789, + "TN": 44055, + "TP": 3451, + "n_pred": 3950, + "n_ref": 4598 + }, + "9": { + "Dice": 0.22934782608695653, + "FN": 1404, + "FP": 14, + "IoU": 0.12952731737262124, + "TN": 47523, + "TP": 211, + "n_pred": 225, + "n_ref": 1615 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 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": 0.4257815920833698, + "FN": 6251, + "FP": 306, + "IoU": 0.2704717400979083, + "TN": 40164, + "TP": 2431, + "n_pred": 2737, + "n_ref": 8682 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3660, + "IoU": 0.0, + "TN": 45492, + "TP": 0, + "n_pred": 3660, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8033878504672897, + "FN": 432, + "FP": 2934, + "IoU": 0.6713853363272478, + "TN": 38909, + "TP": 6877, + "n_pred": 9811, + "n_ref": 7309 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0014.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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 49151, + "TP": 0, + "n_pred": 1, + "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": 0.0, + "FN": 4822, + "FP": 0, + "IoU": 0.0, + "TN": 44330, + "TP": 0, + "n_pred": 0, + "n_ref": 4822 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 293, + "IoU": 0.0, + "TN": 48859, + "TP": 0, + "n_pred": 293, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7909258123850399, + "FN": 295, + "FP": 46, + "IoU": 0.654158215010142, + "TN": 48166, + "TP": 645, + "n_pred": 691, + "n_ref": 940 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3090050677870663, + "FN": 15953, + "FP": 0, + "IoU": 0.18273565573770492, + "TN": 46016, + "TP": 3567, + "n_pred": 3567, + "n_ref": 19520 + }, + "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": 9, + "IoU": 0.0, + "TN": 65527, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1680, + "IoU": 0.0, + "TN": 63856, + "TP": 0, + "n_pred": 1680, + "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": 294, + "IoU": 0.0, + "TN": 65242, + "TP": 0, + "n_pred": 294, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3582, + "IoU": 0.0, + "TN": 61954, + "TP": 0, + "n_pred": 3582, + "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": 126, + "FP": 98, + "IoU": 0.0, + "TN": 65312, + "TP": 0, + "n_pred": 98, + "n_ref": 126 + }, + "13": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 65515, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 5468, + "FP": 0, + "IoU": 0.0, + "TN": 60068, + "TP": 0, + "n_pred": 0, + "n_ref": 5468 + }, + "2": { + "Dice": 0.665740924419758, + "FN": 3118, + "FP": 252, + "IoU": 0.4989592625631876, + "TN": 58810, + "TP": 3356, + "n_pred": 3608, + "n_ref": 6474 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2194, + "IoU": 0.0, + "TN": 63342, + "TP": 0, + "n_pred": 2194, + "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": 0.7928687626572823, + "FN": 2363, + "FP": 3876, + "IoU": 0.6568206820682069, + "TN": 47356, + "TP": 11941, + "n_pred": 15817, + "n_ref": 14304 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4443, + "IoU": 0.0, + "TN": 61093, + "TP": 0, + "n_pred": 4443, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 0.0, + "FN": 0, + "FP": 587, + "IoU": 0.0, + "TN": 48565, + "TP": 0, + "n_pred": 587, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 49101, + "TP": 0, + "n_pred": 51, + "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": 0, + "FP": 373, + "IoU": 0.0, + "TN": 48779, + "TP": 0, + "n_pred": 373, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.12090680100755667, + "FN": 212, + "FP": 137, + "IoU": 0.064343163538874, + "TN": 48779, + "TP": 24, + "n_pred": 161, + "n_ref": 236 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.021580229725026105, + "FN": 418, + "FP": 2393, + "IoU": 0.010907811400422239, + "TN": 46310, + "TP": 31, + "n_pred": 2424, + "n_ref": 449 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1197, + "IoU": 0.0, + "TN": 47955, + "TP": 0, + "n_pred": 1197, + "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": 0.43729967948717946, + "FN": 4228, + "FP": 1390, + "IoU": 0.2798359184719908, + "TN": 41351, + "TP": 2183, + "n_pred": 3573, + "n_ref": 6411 + }, + "3": { + "Dice": 0.6239227852464667, + "FN": 5426, + "FP": 29, + "IoU": 0.4534068136272545, + "TN": 39172, + "TP": 4525, + "n_pred": 4554, + "n_ref": 9951 + }, + "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": 0.5590426468000235, + "FN": 6614, + "FP": 903, + "IoU": 0.3879661292949031, + "TN": 36870, + "TP": 4765, + "n_pred": 5668, + "n_ref": 11379 + }, + "7": { + "Dice": 0.8296843641671228, + "FN": 862, + "FP": 2872, + "IoU": 0.7089406812689999, + "TN": 36323, + "TP": 9095, + "n_pred": 11967, + "n_ref": 9957 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9512117233793421, + "FN": 1346, + "FP": 29, + "IoU": 0.9069625820420868, + "TN": 34373, + "TP": 13404, + "n_pred": 13433, + "n_ref": 14750 + }, + "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": 581, + "IoU": 0.0, + "TN": 48571, + "TP": 0, + "n_pred": 581, + "n_ref": 0 + }, + "3": { + "Dice": 0.3342036553524804, + "FN": 251, + "FP": 4, + "IoU": 0.2006269592476489, + "TN": 48833, + "TP": 64, + "n_pred": 68, + "n_ref": 315 + }, + "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": 603, + "IoU": 0.0, + "TN": 48549, + "TP": 0, + "n_pred": 603, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 49137, + "TP": 0, + "n_pred": 15, + "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": 24, + "FP": 0, + "IoU": 0.0, + "TN": 49128, + "TP": 0, + "n_pred": 0, + "n_ref": 24 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2059, + "IoU": 0.0, + "TN": 47093, + "TP": 0, + "n_pred": 2059, + "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": 0.07823593664664118, + "FN": 13498, + "FP": 4, + "IoU": 0.04071047957371226, + "TN": 35077, + "TP": 573, + "n_pred": 577, + "n_ref": 14071 + }, + "3": { + "Dice": 0.02409823484267076, + "FN": 12373, + "FP": 13059, + "IoU": 0.012196069292317252, + "TN": 23406, + "TP": 314, + "n_pred": 13373, + "n_ref": 12687 + }, + "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": 0.026416861826697894, + "FN": 615, + "FP": 9778, + "IoU": 0.013385228782988418, + "TN": 38618, + "TP": 141, + "n_pred": 9919, + "n_ref": 756 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0105.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": 851, + "IoU": 0.0, + "TN": 48301, + "TP": 0, + "n_pred": 851, + "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": 2, + "IoU": 0.0, + "TN": 49150, + "TP": 0, + "n_pred": 2, + "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": 0, + "FP": 101, + "IoU": 0.0, + "TN": 49051, + "TP": 0, + "n_pred": 101, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0133.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": 570, + "IoU": 0.0, + "TN": 48582, + "TP": 0, + "n_pred": 570, + "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": 9, + "IoU": 0.0, + "TN": 49143, + "TP": 0, + "n_pred": 9, + "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": 0.33087557603686635, + "FN": 1379, + "FP": 73, + "IoU": 0.19823302043070126, + "TN": 47341, + "TP": 359, + "n_pred": 432, + "n_ref": 1738 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1282, + "IoU": 0.0, + "TN": 47870, + "TP": 0, + "n_pred": 1282, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 107, + "IoU": 0.0, + "TN": 49045, + "TP": 0, + "n_pred": 107, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 49134, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2153, + "FP": 71, + "IoU": 0.0, + "TN": 46928, + "TP": 0, + "n_pred": 71, + "n_ref": 2153 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 830, + "IoU": 0.0, + "TN": 48322, + "TP": 0, + "n_pred": 830, + "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": 4476, + "IoU": 0.0, + "TN": 44676, + "TP": 0, + "n_pred": 4476, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 784, + "IoU": 0.0, + "TN": 48368, + "TP": 0, + "n_pred": 784, + "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": 0.02393944728040838, + "FN": 5539, + "FP": 6, + "IoU": 0.012114733654017459, + "TN": 43539, + "TP": 68, + "n_pred": 74, + "n_ref": 5607 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.10802624936900555, + "FN": 7068, + "FP": 0, + "IoU": 0.057097118463180364, + "TN": 41656, + "TP": 428, + "n_pred": 428, + "n_ref": 7496 + }, + "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": 150, + "FP": 5279, + "IoU": 0.0, + "TN": 43723, + "TP": 0, + "n_pred": 5279, + "n_ref": 150 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 223, + "IoU": 0.0, + "TN": 48929, + "TP": 0, + "n_pred": 223, + "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": 20, + "FP": 0, + "IoU": 0.0, + "TN": 49132, + "TP": 0, + "n_pred": 0, + "n_ref": 20 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8628740545873068, + "FN": 765, + "FP": 69, + "IoU": 0.7588201272411799, + "TN": 62078, + "TP": 2624, + "n_pred": 2693, + "n_ref": 3389 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 548, + "IoU": 0.0, + "TN": 64988, + "TP": 0, + "n_pred": 548, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1800, + "FP": 0, + "IoU": 0.0, + "TN": 63736, + "TP": 0, + "n_pred": 0, + "n_ref": 1800 + }, + "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": 1353, + "IoU": 0.0, + "TN": 64183, + "TP": 0, + "n_pred": 1353, + "n_ref": 0 + }, + "3": { + "Dice": 0.5688577382079939, + "FN": 4552, + "FP": 0, + "IoU": 0.3974851091992058, + "TN": 57981, + "TP": 3003, + "n_pred": 3003, + "n_ref": 7555 + }, + "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": 881, + "IoU": 0.0, + "TN": 64655, + "TP": 0, + "n_pred": 881, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 65506, + "TP": 0, + "n_pred": 30, + "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": 1283, + "IoU": 0.0, + "TN": 64253, + "TP": 0, + "n_pred": 1283, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 0.0, + "FN": 159, + "FP": 0, + "IoU": 0.0, + "TN": 65377, + "TP": 0, + "n_pred": 0, + "n_ref": 159 + }, + "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": 3440, + "IoU": 0.0, + "TN": 62096, + "TP": 0, + "n_pred": 3440, + "n_ref": 0 + }, + "3": { + "Dice": 0.7132995858260469, + "FN": 4189, + "FP": 795, + "IoU": 0.5543633762517882, + "TN": 54352, + "TP": 6200, + "n_pred": 6995, + "n_ref": 10389 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0190.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": 27, + "IoU": 0.0, + "TN": 49125, + "TP": 0, + "n_pred": 27, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0214.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": 4154, + "IoU": 0.0, + "TN": 44998, + "TP": 0, + "n_pred": 4154, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 49148, + "TP": 0, + "n_pred": 4, + "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": 0.7981424148606812, + "FN": 1610, + "FP": 346, + "IoU": 0.6640906749098403, + "TN": 43329, + "TP": 3867, + "n_pred": 4213, + "n_ref": 5477 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8496397117694156, + "FN": 912, + "FP": 27, + "IoU": 0.7385857461024499, + "TN": 45560, + "TP": 2653, + "n_pred": 2680, + "n_ref": 3565 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 597, + "IoU": 0.0, + "TN": 48555, + "TP": 0, + "n_pred": 597, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0237.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": 491, + "IoU": 0.0, + "TN": 65045, + "TP": 0, + "n_pred": 491, + "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": 3563, + "IoU": 0.0, + "TN": 61973, + "TP": 0, + "n_pred": 3563, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 6889, + "FP": 0, + "IoU": 0.0, + "TN": 58647, + "TP": 0, + "n_pred": 0, + "n_ref": 6889 + }, + "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": 1908, + "IoU": 0.0, + "TN": 63628, + "TP": 0, + "n_pred": 1908, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0249.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": 0.8467042167757649, + "FN": 1987, + "FP": 27, + "IoU": 0.7341605068637803, + "TN": 41576, + "TP": 5562, + "n_pred": 5589, + "n_ref": 7549 + }, + "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": 445, + "IoU": 0.0, + "TN": 48707, + "TP": 0, + "n_pred": 445, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 327, + "IoU": 0.0, + "TN": 48825, + "TP": 0, + "n_pred": 327, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0273.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": 0.7352035579883681, + "FN": 2880, + "FP": 216, + "IoU": 0.5812821206383554, + "TN": 58142, + "TP": 4298, + "n_pred": 4514, + "n_ref": 7178 + }, + "15": { + "Dice": 0.0, + "FN": 4560, + "FP": 0, + "IoU": 0.0, + "TN": 60976, + "TP": 0, + "n_pred": 0, + "n_ref": 4560 + }, + "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": 411, + "IoU": 0.0, + "TN": 65125, + "TP": 0, + "n_pred": 411, + "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": 56, + "IoU": 0.0, + "TN": 65480, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3743119266055046, + "FN": 4432, + "FP": 1, + "IoU": 0.23024830699774265, + "TN": 43393, + "TP": 1326, + "n_pred": 1327, + "n_ref": 5758 + }, + "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": 0.403702984398265, + "FN": 2277, + "FP": 6934, + "IoU": 0.25289966745072595, + "TN": 36823, + "TP": 3118, + "n_pred": 10052, + "n_ref": 5395 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 49134, + "TP": 0, + "n_pred": 18, + "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": 4635, + "IoU": 0.0, + "TN": 44517, + "TP": 0, + "n_pred": 4635, + "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": 0.6282943937284027, + "FN": 7004, + "FP": 203, + "IoU": 0.4580388028274929, + "TN": 35854, + "TP": 6091, + "n_pred": 6294, + "n_ref": 13095 + }, + "8": { + "Dice": 0.8906950246866692, + "FN": 1125, + "FP": 314, + "IoU": 0.8029307039167352, + "TN": 41850, + "TP": 5863, + "n_pred": 6177, + "n_ref": 6988 + }, + "9": { + "Dice": 0.5805537388271201, + "FN": 2838, + "FP": 1010, + "IoU": 0.40900015358623865, + "TN": 42641, + "TP": 2663, + "n_pred": 3673, + "n_ref": 5501 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7652079369393857, + "FN": 4271, + "FP": 48, + "IoU": 0.6197059082504183, + "TN": 37795, + "TP": 7038, + "n_pred": 7086, + "n_ref": 11309 + }, + "10": { + "Dice": 0.45132301547678483, + "FN": 1018, + "FP": 81, + "IoU": 0.29142488716956805, + "TN": 47601, + "TP": 452, + "n_pred": 533, + "n_ref": 1470 + }, + "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": 0.05952124218244555, + "FN": 49, + "FP": 4312, + "IoU": 0.03067348299622138, + "TN": 44653, + "TP": 138, + "n_pred": 4450, + "n_ref": 187 + }, + "7": { + "Dice": 0.45494324307184986, + "FN": 8508, + "FP": 87, + "IoU": 0.29445082909210313, + "TN": 36970, + "TP": 3587, + "n_pred": 3674, + "n_ref": 12095 + }, + "8": { + "Dice": 0.23404255319148937, + "FN": 72, + "FP": 0, + "IoU": 0.13253012048192772, + "TN": 49069, + "TP": 11, + "n_pred": 11, + "n_ref": 83 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0348.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": 475, + "IoU": 0.0, + "TN": 65061, + "TP": 0, + "n_pred": 475, + "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": 3705, + "IoU": 0.0, + "TN": 61831, + "TP": 0, + "n_pred": 3705, + "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": 15, + "IoU": 0.0, + "TN": 65521, + "TP": 0, + "n_pred": 15, + "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": 0.06786900806834362, + "FN": 147, + "FP": 7709, + "IoU": 0.035126504544338, + "TN": 57394, + "TP": 286, + "n_pred": 7995, + "n_ref": 433 + }, + "7": { + "Dice": 0.0782358311679191, + "FN": 7490, + "FP": 5635, + "IoU": 0.04071042245285777, + "TN": 51854, + "TP": 557, + "n_pred": 6192, + "n_ref": 8047 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7070227121543287, + "FN": 3055, + "FP": 28, + "IoU": 0.5468175804792004, + "TN": 58733, + "TP": 3720, + "n_pred": 3748, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.17597765363128492, + "FN": 291, + "FP": 1479, + "IoU": 0.09647779479326186, + "TN": 63577, + "TP": 189, + "n_pred": 1668, + "n_ref": 480 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0798442064264849, + "FN": 930, + "FP": 15, + "IoU": 0.04158215010141988, + "TN": 64550, + "TP": 41, + "n_pred": 56, + "n_ref": 971 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 180, + "IoU": 0.0, + "TN": 65356, + "TP": 0, + "n_pred": 180, + "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": 1128, + "IoU": 0.0, + "TN": 64408, + "TP": 0, + "n_pred": 1128, + "n_ref": 0 + }, + "3": { + "Dice": 0.7058823529411765, + "FN": 1240, + "FP": 15, + "IoU": 0.5454545454545454, + "TN": 62775, + "TP": 1506, + "n_pred": 1521, + "n_ref": 2746 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3541, + "FP": 0, + "IoU": 0.0, + "TN": 61995, + "TP": 0, + "n_pred": 0, + "n_ref": 3541 + }, + "6": { + "Dice": 0.0, + "FN": 829, + "FP": 0, + "IoU": 0.0, + "TN": 64707, + "TP": 0, + "n_pred": 0, + "n_ref": 829 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8864526233359437, + "FN": 174, + "FP": 406, + "IoU": 0.7960618846694796, + "TN": 62692, + "TP": 2264, + "n_pred": 2670, + "n_ref": 2438 + }, + "9": { + "Dice": 0.29935720844811753, + "FN": 116, + "FP": 647, + "IoU": 0.17602591792656588, + "TN": 64610, + "TP": 163, + "n_pred": 810, + "n_ref": 279 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0371.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": 697, + "IoU": 0.0, + "TN": 48455, + "TP": 0, + "n_pred": 697, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1126, + "IoU": 0.0, + "TN": 48026, + "TP": 0, + "n_pred": 1126, + "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": 600, + "FP": 0, + "IoU": 0.0, + "TN": 48552, + "TP": 0, + "n_pred": 0, + "n_ref": 600 + }, + "9": { + "Dice": 0.09433962264150944, + "FN": 570, + "FP": 6, + "IoU": 0.04950495049504951, + "TN": 48546, + "TP": 30, + "n_pred": 36, + "n_ref": 600 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0388.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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.22715047062553267, + "FN": 413.9466666666666, + "FP": 304.8955555555556, + "IoU": 0.1770273896252199, + "TN": 53455.673333333325, + "TP": 438.81777777777774, + "n_pred": 743.7133333333334, + "n_ref": 852.7644444444445 + }, + "mean": { + "1": { + "Dice": 0.0842578731141781, + "FN": 59.13333333333333, + "FP": 199.46666666666667, + "IoU": 0.0785135548308194, + "TN": 54149.3, + "TP": 205.43333333333334, + "n_pred": 404.9, + "n_ref": 264.56666666666666 + }, + "10": { + "Dice": 0.20374279216293845, + "FN": 664.6, + "FP": 1027.5, + "IoU": 0.14637777829457296, + "TN": 52377.63333333333, + "TP": 543.6, + "n_pred": 1571.1, + "n_ref": 1208.2 + }, + "11": { + "Dice": 0.3835797494329521, + "FN": 121.06666666666666, + "FP": 20.833333333333332, + "IoU": 0.2509696371222203, + "TN": 54420.23333333333, + "TP": 51.2, + "n_pred": 72.03333333333333, + "n_ref": 172.26666666666668 + }, + "12": { + "Dice": 0.0, + "FN": 195.5, + "FP": 8.766666666666667, + "IoU": 0.0, + "TN": 54409.066666666666, + "TP": 0.0, + "n_pred": 8.766666666666667, + "n_ref": 195.5 + }, + "13": { + "Dice": 0.15557865290324233, + "FN": 610.0333333333333, + "FP": 161.1, + "IoU": 0.10984273775240637, + "TN": 53620.63333333333, + "TP": 221.56666666666666, + "n_pred": 382.6666666666667, + "n_ref": 831.6 + }, + "14": { + "Dice": 0.5512089782236701, + "FN": 251.4, + "FP": 287.8, + "IoU": 0.46114981841530345, + "TN": 52974.6, + "TP": 1099.5333333333333, + "n_pred": 1387.3333333333333, + "n_ref": 1350.9333333333334 + }, + "15": { + "Dice": 0.13583933231690573, + "FN": 19.766666666666666, + "FP": 373.3333333333333, + "IoU": 0.10455634110874756, + "TN": 54084.0, + "TP": 136.23333333333332, + "n_pred": 509.56666666666666, + "n_ref": 156.0 + }, + "2": { + "Dice": 0.03611211439970964, + "FN": 863.7333333333333, + "FP": 50.666666666666664, + "IoU": 0.02115951903416292, + "TN": 53672.96666666667, + "TP": 25.966666666666665, + "n_pred": 76.63333333333334, + "n_ref": 889.7 + }, + "3": { + "Dice": 0.3131711318016128, + "FN": 390.3, + "FP": 812.9666666666667, + "IoU": 0.27205041332958824, + "TN": 52634.3, + "TP": 775.7666666666667, + "n_pred": 1588.7333333333333, + "n_ref": 1166.0666666666666 + }, + "4": { + "Dice": 0.25114148544398296, + "FN": 104.13333333333334, + "FP": 20.2, + "IoU": 0.18915588622851168, + "TN": 54377.73333333333, + "TP": 111.26666666666667, + "n_pred": 131.46666666666667, + "n_ref": 215.4 + }, + "5": { + "Dice": 0.0, + "FN": 365.3666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 54247.96666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 365.3666666666667 + }, + "6": { + "Dice": 0.3759503504966726, + "FN": 509.6333333333333, + "FP": 742.5666666666667, + "IoU": 0.31260759660723425, + "TN": 51347.03333333333, + "TP": 2014.1, + "n_pred": 2756.6666666666665, + "n_ref": 2523.733333333333 + }, + "7": { + "Dice": 0.3191415141576781, + "FN": 784.0333333333333, + "FP": 263.3, + "IoU": 0.23664537750042006, + "TN": 52937.46666666667, + "TP": 628.5333333333333, + "n_pred": 891.8333333333334, + "n_ref": 1412.5666666666666 + }, + "8": { + "Dice": 0.28607810922273125, + "FN": 291.76666666666665, + "FP": 289.8333333333333, + "IoU": 0.24537420853998862, + "TN": 53860.5, + "TP": 171.23333333333332, + "n_pred": 461.06666666666666, + "n_ref": 463.0 + }, + "9": { + "Dice": 0.3114549757067157, + "FN": 978.7333333333333, + "FP": 315.1, + "IoU": 0.22700797561432282, + "TN": 52721.666666666664, + "TP": 597.8333333333334, + "n_pred": 912.9333333333333, + "n_ref": 1576.5666666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 65535, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 600, + "IoU": 0.0, + "TN": 64936, + "TP": 0, + "n_pred": 600, + "n_ref": 0 + }, + "11": { + "Dice": 0.3377016129032258, + "FN": 986, + "FP": 328, + "IoU": 0.2031534263189812, + "TN": 63887, + "TP": 335, + "n_pred": 663, + "n_ref": 1321 + }, + "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": 640, + "FP": 0, + "IoU": 0.0, + "TN": 64896, + "TP": 0, + "n_pred": 0, + "n_ref": 640 + }, + "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": 0.9572210548161985, + "FN": 646, + "FP": 1003, + "IoU": 0.917952035028361, + "TN": 45438, + "TP": 18449, + "n_pred": 19452, + "n_ref": 19095 + }, + "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": 0.740805912370227, + "FN": 1400, + "FP": 73, + "IoU": 0.5883174958077138, + "TN": 61958, + "TP": 2105, + "n_pred": 2178, + "n_ref": 3505 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.926836604255959, + "FN": 714, + "FP": 259, + "IoU": 0.8636491031390134, + "TN": 42016, + "TP": 6163, + "n_pred": 6422, + "n_ref": 6877 + }, + "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": 0.6252838758516276, + "FN": 248, + "FP": 6187, + "IoU": 0.45484581497797355, + "TN": 37348, + "TP": 5369, + "n_pred": 11556, + "n_ref": 5617 + }, + "15": { + "Dice": 0.0029895366218236174, + "FN": 28, + "FP": 3307, + "IoU": 0.0014970059880239522, + "TN": 45812, + "TP": 5, + "n_pred": 3312, + "n_ref": 33 + }, + "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": 715, + "IoU": 0.0, + "TN": 48437, + "TP": 0, + "n_pred": 715, + "n_ref": 0 + }, + "7": { + "Dice": 0.4139941690962099, + "FN": 426, + "FP": 177, + "IoU": 0.2610294117647059, + "TN": 48336, + "TP": 213, + "n_pred": 390, + "n_ref": 639 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 0.0, + "FN": 0, + "FP": 1702, + "IoU": 0.0, + "TN": 63834, + "TP": 0, + "n_pred": 1702, + "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": 175, + "IoU": 0.0, + "TN": 65361, + "TP": 0, + "n_pred": 175, + "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": 0.7677908665483298, + "FN": 912, + "FP": 527, + "IoU": 0.6231011000523834, + "TN": 61718, + "TP": 2379, + "n_pred": 2906, + "n_ref": 3291 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9199121444259923, + "FN": 208, + "FP": 1287, + "IoU": 0.8517012201170518, + "TN": 55455, + "TP": 8586, + "n_pred": 9873, + "n_ref": 8794 + }, + "7": { + "Dice": 0.8063063063063063, + "FN": 54, + "FP": 32, + "IoU": 0.6754716981132075, + "TN": 65271, + "TP": 179, + "n_pred": 211, + "n_ref": 233 + }, + "8": { + "Dice": 0.08717624763108023, + "FN": 6870, + "FP": 3245, + "IoU": 0.04557463672391017, + "TN": 54938, + "TP": 483, + "n_pred": 3728, + "n_ref": 7353 + }, + "9": { + "Dice": 0.2517407605784681, + "FN": 3540, + "FP": 651, + "IoU": 0.14399509803921567, + "TN": 60640, + "TP": 705, + "n_pred": 1356, + "n_ref": 4245 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0015.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": 27, + "IoU": 0.0, + "TN": 49125, + "TP": 0, + "n_pred": 27, + "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": 256, + "IoU": 0.0, + "TN": 48896, + "TP": 0, + "n_pred": 256, + "n_ref": 0 + }, + "3": { + "Dice": 0.8591465431690374, + "FN": 555, + "FP": 1574, + "IoU": 0.7530735328230109, + "TN": 40530, + "TP": 6493, + "n_pred": 8067, + "n_ref": 7048 + }, + "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": 833, + "IoU": 0.0, + "TN": 48319, + "TP": 0, + "n_pred": 833, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 457, + "IoU": 0.0, + "TN": 48695, + "TP": 0, + "n_pred": 457, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 105, + "IoU": 0.0, + "TN": 49047, + "TP": 0, + "n_pred": 105, + "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": 0.0448736154501562, + "FN": 6680, + "FP": 46, + "IoU": 0.02295177222545032, + "TN": 42268, + "TP": 158, + "n_pred": 204, + "n_ref": 6838 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6410, + "IoU": 0.0, + "TN": 42742, + "TP": 0, + "n_pred": 6410, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 0.9505846850245191, + "FN": 1037, + "FP": 142, + "IoU": 0.905823148813803, + "TN": 36633, + "TP": 11340, + "n_pred": 11482, + "n_ref": 12377 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2924, + "IoU": 0.0, + "TN": 46228, + "TP": 0, + "n_pred": 2924, + "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": 0, + "FP": 6, + "IoU": 0.0, + "TN": 49146, + "TP": 0, + "n_pred": 6, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 0.3494221617946975, + "FN": 2762, + "FP": 109, + "IoU": 0.2116968698517298, + "TN": 45510, + "TP": 771, + "n_pred": 880, + "n_ref": 3533 + }, + "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": 0.6686940083833319, + "FN": 1044, + "FP": 2987, + "IoU": 0.5022842326213113, + "TN": 41053, + "TP": 4068, + "n_pred": 7055, + "n_ref": 5112 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 371, + "IoU": 0.0, + "TN": 48781, + "TP": 0, + "n_pred": 371, + "n_ref": 0 + }, + "15": { + "Dice": 0.7416166281755197, + "FN": 399, + "FP": 2398, + "IoU": 0.589340772280135, + "TN": 42341, + "TP": 4014, + "n_pred": 6412, + "n_ref": 4413 + }, + "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": 91, + "IoU": 0.0, + "TN": 49061, + "TP": 0, + "n_pred": 91, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 199, + "FP": 0, + "IoU": 0.0, + "TN": 48953, + "TP": 0, + "n_pred": 0, + "n_ref": 199 + }, + "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": 134, + "IoU": 0.0, + "TN": 49018, + "TP": 0, + "n_pred": 134, + "n_ref": 0 + }, + "7": { + "Dice": 0.4475755407562331, + "FN": 9982, + "FP": 55, + "IoU": 0.28830745231511024, + "TN": 35049, + "TP": 4066, + "n_pred": 4121, + "n_ref": 14048 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1060, + "FP": 0, + "IoU": 0.0, + "TN": 64476, + "TP": 0, + "n_pred": 0, + "n_ref": 1060 + }, + "10": { + "Dice": 0.6311338600200289, + "FN": 84, + "FP": 3231, + "IoU": 0.46106324174930907, + "TN": 59385, + "TP": 2836, + "n_pred": 6067, + "n_ref": 2920 + }, + "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": 0.004584819154355578, + "FN": 7689, + "FP": 127, + "IoU": 0.002297676793464386, + "TN": 57702, + "TP": 18, + "n_pred": 145, + "n_ref": 7707 + }, + "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": 0.015810276679841896, + "FN": 1735, + "FP": 8, + "IoU": 0.00796812749003984, + "TN": 63779, + "TP": 14, + "n_pred": 22, + "n_ref": 1749 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1840, + "IoU": 0.0, + "TN": 63696, + "TP": 0, + "n_pred": 1840, + "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": 92, + "FP": 0, + "IoU": 0.0, + "TN": 65444, + "TP": 0, + "n_pred": 0, + "n_ref": 92 + }, + "6": { + "Dice": 0.0, + "FN": 755, + "FP": 1794, + "IoU": 0.0, + "TN": 62987, + "TP": 0, + "n_pred": 1794, + "n_ref": 755 + }, + "7": { + "Dice": 0.6917562724014337, + "FN": 1302, + "FP": 74, + "IoU": 0.5287671232876713, + "TN": 62616, + "TP": 1544, + "n_pred": 1618, + "n_ref": 2846 + }, + "8": { + "Dice": 0.9639727361246349, + "FN": 30, + "FP": 44, + "IoU": 0.9304511278195489, + "TN": 64472, + "TP": 990, + "n_pred": 1034, + "n_ref": 1020 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 65534, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0116.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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 65534, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "10": { + "Dice": 0.7281994254471319, + "FN": 1937, + "FP": 996, + "IoU": 0.5725735937044594, + "TN": 58674, + "TP": 3929, + "n_pred": 4925, + "n_ref": 5866 + }, + "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": 0.594747177221404, + "FN": 3301, + "FP": 1, + "IoU": 0.42323144104803495, + "TN": 59811, + "TP": 2423, + "n_pred": 2424, + "n_ref": 5724 + }, + "14": { + "Dice": 0.6333683841570277, + "FN": 1697, + "FP": 395, + "IoU": 0.4634521672223647, + "TN": 61637, + "TP": 1807, + "n_pred": 2202, + "n_ref": 3504 + }, + "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": 2697, + "IoU": 0.0, + "TN": 62839, + "TP": 0, + "n_pred": 2697, + "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": 1977, + "IoU": 0.0, + "TN": 63559, + "TP": 0, + "n_pred": 1977, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0131.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": 0.0, + "FN": 0, + "FP": 972, + "IoU": 0.0, + "TN": 48180, + "TP": 0, + "n_pred": 972, + "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": 0.0, + "FN": 22, + "FP": 0, + "IoU": 0.0, + "TN": 49130, + "TP": 0, + "n_pred": 0, + "n_ref": 22 + }, + "6": { + "Dice": 0.789753320683112, + "FN": 1711, + "FP": 505, + "IoU": 0.6525556600815302, + "TN": 42774, + "TP": 4162, + "n_pred": 4667, + "n_ref": 5873 + }, + "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": 0.4177282377919321, + "FN": 4388, + "FP": 0, + "IoU": 0.26400536732640056, + "TN": 43190, + "TP": 1574, + "n_pred": 1574, + "n_ref": 5962 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1856, + "IoU": 0.0, + "TN": 47296, + "TP": 0, + "n_pred": 1856, + "n_ref": 0 + }, + "10": { + "Dice": 0.39782895701921667, + "FN": 4006, + "FP": 99, + "IoU": 0.2483061710309467, + "TN": 43691, + "TP": 1356, + "n_pred": 1455, + "n_ref": 5362 + }, + "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": 0.42953020134228187, + "FN": 171, + "FP": 84, + "IoU": 0.27350427350427353, + "TN": 48801, + "TP": 96, + "n_pred": 180, + "n_ref": 267 + }, + "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": 2149, + "IoU": 0.0, + "TN": 47003, + "TP": 0, + "n_pred": 2149, + "n_ref": 0 + }, + "4": { + "Dice": 0.48791656067158484, + "FN": 2013, + "FP": 0, + "IoU": 0.32267833109017496, + "TN": 46180, + "TP": 959, + "n_pred": 959, + "n_ref": 2972 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7572940872708495, + "FN": 1644, + "FP": 236, + "IoU": 0.609391232079784, + "TN": 44339, + "TP": 2933, + "n_pred": 3169, + "n_ref": 4577 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 191, + "IoU": 0.0, + "TN": 48961, + "TP": 0, + "n_pred": 191, + "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": 24, + "IoU": 0.0, + "TN": 49128, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 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": 262, + "IoU": 0.0, + "TN": 48890, + "TP": 0, + "n_pred": 262, + "n_ref": 0 + }, + "3": { + "Dice": 0.8936106983655275, + "FN": 1409, + "FP": 23, + "IoU": 0.8076819769003492, + "TN": 41706, + "TP": 6014, + "n_pred": 6037, + "n_ref": 7423 + }, + "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": 7, + "IoU": 0.0, + "TN": 49145, + "TP": 0, + "n_pred": 7, + "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": 950, + "IoU": 0.0, + "TN": 48202, + "TP": 0, + "n_pred": 950, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 632, + "IoU": 0.0, + "TN": 48520, + "TP": 0, + "n_pred": 632, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0171.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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.812044467348892, + "FN": 1883, + "FP": 670, + "IoU": 0.6835647000495786, + "TN": 57468, + "TP": 5515, + "n_pred": 6185, + "n_ref": 7398 + }, + "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": 0.01380897583429229, + "FN": 5985, + "FP": 14, + "IoU": 0.006952491309385863, + "TN": 59495, + "TP": 42, + "n_pred": 56, + "n_ref": 6027 + }, + "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": 149, + "IoU": 0.0, + "TN": 65387, + "TP": 0, + "n_pred": 149, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 65502, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.07887817703768624, + "FN": 8, + "FP": 2094, + "IoU": 0.04105839416058394, + "TN": 63344, + "TP": 90, + "n_pred": 2184, + "n_ref": 98 + }, + "7": { + "Dice": 0.6161329550060802, + "FN": 2914, + "FP": 874, + "IoU": 0.44522554188635033, + "TN": 58708, + "TP": 3040, + "n_pred": 3914, + "n_ref": 5954 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3073, + "IoU": 0.0, + "TN": 62463, + "TP": 0, + "n_pred": 3073, + "n_ref": 0 + }, + "9": { + "Dice": 0.053210092430676995, + "FN": 4124, + "FP": 3456, + "IoU": 0.027332221224175543, + "TN": 57743, + "TP": 213, + "n_pred": 3669, + "n_ref": 4337 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0180.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": 4486, + "IoU": 0.0, + "TN": 44666, + "TP": 0, + "n_pred": 4486, + "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": 97, + "IoU": 0.0, + "TN": 49055, + "TP": 0, + "n_pred": 97, + "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": 0.0, + "FN": 39, + "FP": 0, + "IoU": 0.0, + "TN": 49113, + "TP": 0, + "n_pred": 0, + "n_ref": 39 + }, + "6": { + "Dice": 0.10031347962382445, + "FN": 0, + "FP": 287, + "IoU": 0.052805280528052806, + "TN": 48849, + "TP": 16, + "n_pred": 303, + "n_ref": 16 + }, + "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": 0.27410394947112093, + "FN": 9539, + "FP": 0, + "IoU": 0.15881834215167548, + "TN": 37812, + "TP": 1801, + "n_pred": 1801, + "n_ref": 11340 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0186.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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.1656412683388547, + "FN": 5247, + "FP": 42, + "IoU": 0.09029927760577916, + "TN": 59722, + "TP": 525, + "n_pred": 567, + "n_ref": 5772 + }, + "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": 427, + "IoU": 0.0, + "TN": 65109, + "TP": 0, + "n_pred": 427, + "n_ref": 0 + }, + "3": { + "Dice": 0.3997345426390886, + "FN": 314, + "FP": 5113, + "IoU": 0.24979264583909316, + "TN": 58302, + "TP": 1807, + "n_pred": 6920, + "n_ref": 2121 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 732, + "IoU": 0.0, + "TN": 64804, + "TP": 0, + "n_pred": 732, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 742, + "IoU": 0.0, + "TN": 64794, + "TP": 0, + "n_pred": 742, + "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": 2023, + "FP": 0, + "IoU": 0.0, + "TN": 63513, + "TP": 0, + "n_pred": 0, + "n_ref": 2023 + }, + "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": 516, + "IoU": 0.0, + "TN": 65020, + "TP": 0, + "n_pred": 516, + "n_ref": 0 + }, + "2": { + "Dice": 0.002192681924078388, + "FN": 6981, + "FP": 300, + "IoU": 0.0010975442447523666, + "TN": 58247, + "TP": 8, + "n_pred": 308, + "n_ref": 6989 + }, + "3": { + "Dice": 0.09861826063397454, + "FN": 7439, + "FP": 5869, + "IoU": 0.05186662866913651, + "TN": 51500, + "TP": 728, + "n_pred": 6597, + "n_ref": 8167 + }, + "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": 5258, + "IoU": 0.0, + "TN": 60278, + "TP": 0, + "n_pred": 5258, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 65496, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 86, + "IoU": 0.0, + "TN": 65450, + "TP": 0, + "n_pred": 86, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 0.2081145584725537, + "FN": 1570, + "FP": 89, + "IoU": 0.1161427810335642, + "TN": 47275, + "TP": 218, + "n_pred": 307, + "n_ref": 1788 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 257, + "IoU": 0.0, + "TN": 48895, + "TP": 0, + "n_pred": 257, + "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": 0.3343566843427296, + "FN": 2385, + "FP": 0, + "IoU": 0.2007372654155496, + "TN": 46168, + "TP": 599, + "n_pred": 599, + "n_ref": 2984 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 589, + "IoU": 0.0, + "TN": 48563, + "TP": 0, + "n_pred": 589, + "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": 0.8686911890504705, + "FN": 517, + "FP": 97, + "IoU": 0.7678638941398865, + "TN": 46507, + "TP": 2031, + "n_pred": 2128, + "n_ref": 2548 + }, + "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": 0.6050172159370388, + "FN": 775, + "FP": 28, + "IoU": 0.43370944992947813, + "TN": 47734, + "TP": 615, + "n_pred": 643, + "n_ref": 1390 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0212.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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0235.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": 1744, + "IoU": 0.0, + "TN": 47408, + "TP": 0, + "n_pred": 1744, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0245.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": 0.806669559288415, + "FN": 2621, + "FP": 498, + "IoU": 0.6759817161853314, + "TN": 39526, + "TP": 6507, + "n_pred": 7005, + "n_ref": 9128 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 426, + "IoU": 0.0, + "TN": 48726, + "TP": 0, + "n_pred": 426, + "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": 0.5102713669794573, + "FN": 56, + "FP": 1875, + "IoU": 0.3425263874702077, + "TN": 46215, + "TP": 1006, + "n_pred": 2881, + "n_ref": 1062 + }, + "7": { + "Dice": 0.8014269829503335, + "FN": 4163, + "FP": 123, + "IoU": 0.6686509470429068, + "TN": 36217, + "TP": 8649, + "n_pred": 8772, + "n_ref": 12812 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2328, + "IoU": 0.0, + "TN": 63208, + "TP": 0, + "n_pred": 2328, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 65498, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "11": { + "Dice": 0.6049230769230769, + "FN": 1076, + "FP": 208, + "IoU": 0.43361270401411556, + "TN": 63269, + "TP": 983, + "n_pred": 1191, + "n_ref": 2059 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 65530, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 203, + "IoU": 0.0, + "TN": 65333, + "TP": 0, + "n_pred": 203, + "n_ref": 0 + }, + "14": { + "Dice": 0.8425563432441011, + "FN": 1939, + "FP": 1037, + "IoU": 0.7279458817076515, + "TN": 54597, + "TP": 7963, + "n_pred": 9000, + "n_ref": 9902 + }, + "15": { + "Dice": 0.07042982910409114, + "FN": 166, + "FP": 1629, + "IoU": 0.03650026838432636, + "TN": 63673, + "TP": 68, + "n_pred": 1697, + "n_ref": 234 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 168, + "IoU": 0.0, + "TN": 65368, + "TP": 0, + "n_pred": 168, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 415, + "IoU": 0.0, + "TN": 65121, + "TP": 0, + "n_pred": 415, + "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": 0.9207426438508896, + "FN": 2693, + "FP": 577, + "IoU": 0.8531261228889687, + "TN": 43272, + "TP": 18994, + "n_pred": 19571, + "n_ref": 21687 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 65526, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 372, + "IoU": 0.0, + "TN": 65164, + "TP": 0, + "n_pred": 372, + "n_ref": 0 + }, + "9": { + "Dice": 0.5277486910994764, + "FN": 902, + "FP": 0, + "IoU": 0.3584637268847795, + "TN": 64130, + "TP": 504, + "n_pred": 504, + "n_ref": 1406 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 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": 4, + "IoU": 0.0, + "TN": 49148, + "TP": 0, + "n_pred": 4, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.31918505942275044, + "FN": 3946, + "FP": 866, + "IoU": 0.1898989898989899, + "TN": 59596, + "TP": 1128, + "n_pred": 1994, + "n_ref": 5074 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3842, + "FP": 0, + "IoU": 0.0, + "TN": 61694, + "TP": 0, + "n_pred": 0, + "n_ref": 3842 + }, + "13": { + "Dice": 0.0, + "FN": 111, + "FP": 1049, + "IoU": 0.0, + "TN": 64376, + "TP": 0, + "n_pred": 1049, + "n_ref": 111 + }, + "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": 7491, + "FP": 2, + "IoU": 0.0, + "TN": 58043, + "TP": 0, + "n_pred": 2, + "n_ref": 7491 + }, + "3": { + "Dice": 0.9474426807760141, + "FN": 123, + "FP": 26, + "IoU": 0.9001340482573726, + "TN": 64044, + "TP": 1343, + "n_pred": 1369, + "n_ref": 1466 + }, + "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": 0.4482758620689655, + "FN": 12, + "FP": 20, + "IoU": 0.28888888888888886, + "TN": 65491, + "TP": 13, + "n_pred": 33, + "n_ref": 25 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1995, + "IoU": 0.0, + "TN": 63541, + "TP": 0, + "n_pred": 1995, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0307.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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 693, + "IoU": 0.0, + "TN": 48459, + "TP": 0, + "n_pred": 693, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 317, + "IoU": 0.0, + "TN": 48835, + "TP": 0, + "n_pred": 317, + "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": 51, + "IoU": 0.0, + "TN": 49101, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "3": { + "Dice": 0.8726719878373242, + "FN": 1869, + "FP": 141, + "IoU": 0.7741065407956844, + "TN": 40254, + "TP": 6888, + "n_pred": 7029, + "n_ref": 8757 + }, + "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": 840, + "IoU": 0.0, + "TN": 48312, + "TP": 0, + "n_pred": 840, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 65530, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "10": { + "Dice": 0.060172267378381654, + "FN": 73, + "FP": 7674, + "IoU": 0.031019387116948093, + "TN": 57541, + "TP": 248, + "n_pred": 7922, + "n_ref": 321 + }, + "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": 17, + "IoU": 0.0, + "TN": 65519, + "TP": 0, + "n_pred": 17, + "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": 45, + "IoU": 0.0, + "TN": 65491, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 7216, + "FP": 0, + "IoU": 0.0, + "TN": 58320, + "TP": 0, + "n_pred": 0, + "n_ref": 7216 + }, + "6": { + "Dice": 0.77017841971113, + "FN": 114, + "FP": 968, + "IoU": 0.6262521588946459, + "TN": 62641, + "TP": 1813, + "n_pred": 2781, + "n_ref": 1927 + }, + "7": { + "Dice": 0.26379504504504503, + "FN": 912, + "FP": 4318, + "IoU": 0.15193773309550834, + "TN": 59369, + "TP": 937, + "n_pred": 5255, + "n_ref": 1849 + }, + "8": { + "Dice": 0.7918466821756951, + "FN": 1825, + "FP": 54, + "IoU": 0.6554190353933614, + "TN": 60083, + "TP": 3574, + "n_pred": 3628, + "n_ref": 5399 + }, + "9": { + "Dice": 0.6557610241820768, + "FN": 3342, + "FP": 1014, + "IoU": 0.48783068783068784, + "TN": 57031, + "TP": 4149, + "n_pred": 5163, + "n_ref": 7491 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0398.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": 8254, + "IoU": 0.0, + "TN": 40898, + "TP": 0, + "n_pred": 8254, + "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": 79, + "IoU": 0.0, + "TN": 49073, + "TP": 0, + "n_pred": 79, + "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": 0.0, + "FN": 3592, + "FP": 0, + "IoU": 0.0, + "TN": 45560, + "TP": 0, + "n_pred": 0, + "n_ref": 3592 + }, + "6": { + "Dice": 0.39747526441487546, + "FN": 6925, + "FP": 139, + "IoU": 0.24803065786672343, + "TN": 39758, + "TP": 2330, + "n_pred": 2469, + "n_ref": 9255 + }, + "7": { + "Dice": 0.10785241248817408, + "FN": 3768, + "FP": 4, + "IoU": 0.057, + "TN": 45152, + "TP": 228, + "n_pred": 232, + "n_ref": 3996 + }, + "8": { + "Dice": 0.7317073170731707, + "FN": 28, + "FP": 38, + "IoU": 0.5769230769230769, + "TN": 48996, + "TP": 90, + "n_pred": 128, + "n_ref": 118 + }, + "9": { + "Dice": 0.8342537760330029, + "FN": 1352, + "FP": 1139, + "IoU": 0.7156392694063927, + "TN": 40392, + "TP": 6269, + "n_pred": 7408, + "n_ref": 7621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.17556916732785263, + "FN": 484.2066666666667, + "FP": 279.85111111111115, + "IoU": 0.13953060422936334, + "TN": 55620.433333333334, + "TP": 413.3755555555556, + "n_pred": 693.2266666666668, + "n_ref": 897.5822222222221 + }, + "mean": { + "1": { + "Dice": 0.3338848335248799, + "FN": 39.13333333333333, + "FP": 35.43333333333333, + "IoU": 0.29175635309452846, + "TN": 56457.76666666667, + "TP": 265.53333333333336, + "n_pred": 300.96666666666664, + "n_ref": 304.6666666666667 + }, + "10": { + "Dice": 0.09389323696700938, + "FN": 734.1333333333333, + "FP": 388.46666666666664, + "IoU": 0.06380194307593838, + "TN": 55575.26666666667, + "TP": 100.0, + "n_pred": 488.46666666666664, + "n_ref": 834.1333333333333 + }, + "11": { + "Dice": 0.0, + "FN": 274.3, + "FP": 0.0, + "IoU": 0.0, + "TN": 56523.566666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 274.3 + }, + "12": { + "Dice": 0.0, + "FN": 129.96666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 56667.9, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 129.96666666666667 + }, + "13": { + "Dice": 0.084752138300233, + "FN": 720.6, + "FP": 97.0, + "IoU": 0.05020670359483125, + "TN": 55892.7, + "TP": 87.56666666666666, + "n_pred": 184.56666666666666, + "n_ref": 808.1666666666666 + }, + "14": { + "Dice": 0.3545509899568118, + "FN": 635.1, + "FP": 188.06666666666666, + "IoU": 0.27939302742457106, + "TN": 55425.833333333336, + "TP": 548.8666666666667, + "n_pred": 736.9333333333333, + "n_ref": 1183.9666666666667 + }, + "15": { + "Dice": 0.21593897263328773, + "FN": 772.0666666666667, + "FP": 4.166666666666667, + "IoU": 0.15771547755731402, + "TN": 55891.7, + "TP": 129.93333333333334, + "n_pred": 134.1, + "n_ref": 902.0 + }, + "2": { + "Dice": 0.16167031818598399, + "FN": 1298.6666666666667, + "FP": 93.63333333333334, + "IoU": 0.10286995611399266, + "TN": 55309.36666666667, + "TP": 96.2, + "n_pred": 189.83333333333334, + "n_ref": 1394.8666666666666 + }, + "3": { + "Dice": 0.1782461454358658, + "FN": 115.5, + "FP": 1181.7333333333333, + "IoU": 0.15683391669913377, + "TN": 54998.63333333333, + "TP": 502.0, + "n_pred": 1683.7333333333333, + "n_ref": 617.5 + }, + "4": { + "Dice": 0.20721023593221088, + "FN": 454.96666666666664, + "FP": 223.46666666666667, + "IoU": 0.16799250702671134, + "TN": 55794.5, + "TP": 324.93333333333334, + "n_pred": 548.4, + "n_ref": 779.9 + }, + "5": { + "Dice": 0.0, + "FN": 87.43333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 56710.433333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 87.43333333333334 + }, + "6": { + "Dice": 0.5145550407533652, + "FN": 800.2333333333333, + "FP": 946.6333333333333, + "IoU": 0.4429562931302563, + "TN": 51977.566666666666, + "TP": 3073.4333333333334, + "n_pred": 4020.0666666666666, + "n_ref": 3873.6666666666665 + }, + "7": { + "Dice": 0.11476160506547671, + "FN": 688.9, + "FP": 493.43333333333334, + "IoU": 0.08788031214627037, + "TN": 54960.566666666666, + "TP": 654.9666666666667, + "n_pred": 1148.4, + "n_ref": 1343.8666666666666 + }, + "8": { + "Dice": 0.2275170049812074, + "FN": 198.16666666666666, + "FP": 152.2, + "IoU": 0.18042497224029302, + "TN": 56193.23333333333, + "TP": 254.26666666666668, + "n_pred": 406.46666666666664, + "n_ref": 452.43333333333334 + }, + "9": { + "Dice": 0.1465569881814576, + "FN": 313.93333333333334, + "FP": 393.53333333333336, + "IoU": 0.11112760133660916, + "TN": 55927.46666666667, + "TP": 162.93333333333334, + "n_pred": 556.4666666666667, + "n_ref": 476.8666666666667 + } + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.004503907802357928, + "FN": 6910, + "FP": 605, + "IoU": 0.002257036643653744, + "TN": 41620, + "TP": 17, + "n_pred": 622, + "n_ref": 6927 + }, + "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": 560, + "FP": 0, + "IoU": 0.0, + "TN": 48592, + "TP": 0, + "n_pred": 0, + "n_ref": 560 + }, + "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": 92, + "IoU": 0.0, + "TN": 49060, + "TP": 0, + "n_pred": 92, + "n_ref": 0 + }, + "3": { + "Dice": 0.691389874234118, + "FN": 827, + "FP": 130, + "IoU": 0.5283390832922622, + "TN": 47123, + "TP": 1072, + "n_pred": 1202, + "n_ref": 1899 + }, + "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": 4408, + "IoU": 0.0, + "TN": 44744, + "TP": 0, + "n_pred": 4408, + "n_ref": 0 + }, + "7": { + "Dice": 0.47383627608346707, + "FN": 829, + "FP": 2449, + "IoU": 0.31047538914598233, + "TN": 44398, + "TP": 1476, + "n_pred": 3925, + "n_ref": 2305 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0011.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": 0.007660910518053375, + "FN": 15550, + "FP": 253, + "IoU": 0.0038451840645486635, + "TN": 33288, + "TP": 61, + "n_pred": 314, + "n_ref": 15611 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 17356, + "IoU": 0.0, + "TN": 31796, + "TP": 0, + "n_pred": 17356, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0043.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": 1813, + "IoU": 0.0, + "TN": 80107, + "TP": 0, + "n_pred": 1813, + "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": 423, + "IoU": 0.0, + "TN": 81497, + "TP": 0, + "n_pred": 423, + "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": 1032, + "IoU": 0.0, + "TN": 80888, + "TP": 0, + "n_pred": 1032, + "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": 0.9415404974117464, + "FN": 2737, + "FP": 267, + "IoU": 0.8895385181099467, + "TN": 54725, + "TP": 24191, + "n_pred": 24458, + "n_ref": 26928 + }, + "7": { + "Dice": 0.0, + "FN": 1388, + "FP": 348, + "IoU": 0.0, + "TN": 80184, + "TP": 0, + "n_pred": 348, + "n_ref": 1388 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 4340, + "IoU": 0.0, + "TN": 77580, + "TP": 0, + "n_pred": 4340, + "n_ref": 0 + }, + "9": { + "Dice": 0.03652653342522398, + "FN": 4224, + "FP": 1368, + "IoU": 0.018603018603018603, + "TN": 76222, + "TP": 106, + "n_pred": 1474, + "n_ref": 4330 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0059.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": 1160, + "IoU": 0.0, + "TN": 47992, + "TP": 0, + "n_pred": 1160, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1625, + "FP": 0, + "IoU": 0.0, + "TN": 47527, + "TP": 0, + "n_pred": 0, + "n_ref": 1625 + }, + "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": 0.708038953599389, + "FN": 1346, + "FP": 183, + "IoU": 0.5480342890925214, + "TN": 45769, + "TP": 1854, + "n_pred": 2037, + "n_ref": 3200 + }, + "15": { + "Dice": 0.23252364175783424, + "FN": 8267, + "FP": 11, + "IoU": 0.13155686109945447, + "TN": 39620, + "TP": 1254, + "n_pred": 1265, + "n_ref": 9521 + }, + "2": { + "Dice": 0.2564491654021244, + "FN": 863, + "FP": 117, + "IoU": 0.14708442123585727, + "TN": 48003, + "TP": 169, + "n_pred": 286, + "n_ref": 1032 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 684, + "IoU": 0.0, + "TN": 48468, + "TP": 0, + "n_pred": 684, + "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": 0.8872620790629575, + "FN": 277, + "FP": 955, + "IoU": 0.7973684210526316, + "TN": 43072, + "TP": 4848, + "n_pred": 5803, + "n_ref": 5125 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 49148, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8905749452031698, + "FN": 607, + "FP": 42, + "IoU": 0.8027355623100304, + "TN": 45862, + "TP": 2641, + "n_pred": 2683, + "n_ref": 3248 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.733382030679328, + "FN": 284, + "FP": 81, + "IoU": 0.5790080738177624, + "TN": 64669, + "TP": 502, + "n_pred": 583, + "n_ref": 786 + }, + "10": { + "Dice": 0.5842239185750636, + "FN": 3262, + "FP": 6, + "IoU": 0.41265276779295473, + "TN": 59972, + "TP": 2296, + "n_pred": 2302, + "n_ref": 5558 + }, + "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": 91, + "IoU": 0.0, + "TN": 65445, + "TP": 0, + "n_pred": 91, + "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": 2, + "IoU": 0.0, + "TN": 65534, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 14, + "FP": 159, + "IoU": 0.0, + "TN": 65363, + "TP": 0, + "n_pred": 159, + "n_ref": 14 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 736, + "IoU": 0.0, + "TN": 64800, + "TP": 0, + "n_pred": 736, + "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": 781, + "IoU": 0.0, + "TN": 64755, + "TP": 0, + "n_pred": 781, + "n_ref": 0 + }, + "7": { + "Dice": 0.8405797101449275, + "FN": 4082, + "FP": 54, + "IoU": 0.725, + "TN": 50496, + "TP": 10904, + "n_pred": 10958, + "n_ref": 14986 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 0.0, + "FN": 0, + "FP": 1123, + "IoU": 0.0, + "TN": 64413, + "TP": 0, + "n_pred": 1123, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1043, + "FP": 0, + "IoU": 0.0, + "TN": 64493, + "TP": 0, + "n_pred": 0, + "n_ref": 1043 + }, + "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": 0.2462787550744249, + "FN": 557, + "FP": 0, + "IoU": 0.1404320987654321, + "TN": 64888, + "TP": 91, + "n_pred": 91, + "n_ref": 648 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.409184372858122, + "FN": 1684, + "FP": 40, + "IoU": 0.25721671693235676, + "TN": 63215, + "TP": 597, + "n_pred": 637, + "n_ref": 2281 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1467, + "IoU": 0.0, + "TN": 64069, + "TP": 0, + "n_pred": 1467, + "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": 0.5401134812899518, + "FN": 508, + "FP": 5895, + "IoU": 0.36996949719570993, + "TN": 55373, + "TP": 3760, + "n_pred": 9655, + "n_ref": 4268 + }, + "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": 9, + "IoU": 0.0, + "TN": 65527, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "9": { + "Dice": 0.3190383365821962, + "FN": 1860, + "FP": 236, + "IoU": 0.18979512949362196, + "TN": 62949, + "TP": 491, + "n_pred": 727, + "n_ref": 2351 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 3, + "IoU": 0.0, + "TN": 65533, + "TP": 0, + "n_pred": 3, + "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": 0.05971381397908641, + "FN": 6528, + "FP": 306, + "IoU": 0.03077577648560488, + "TN": 58485, + "TP": 217, + "n_pred": 523, + "n_ref": 6745 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6787, + "IoU": 0.0, + "TN": 58749, + "TP": 0, + "n_pred": 6787, + "n_ref": 0 + }, + "4": { + "Dice": 0.20122442403737714, + "FN": 4480, + "FP": 5436, + "IoU": 0.11186744290192566, + "TN": 54371, + "TP": 1249, + "n_pred": 6685, + "n_ref": 5729 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8076576264132621, + "FN": 1987, + "FP": 786, + "IoU": 0.6773705642815591, + "TN": 56941, + "TP": 5822, + "n_pred": 6608, + "n_ref": 7809 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5048, + "IoU": 0.0, + "TN": 60488, + "TP": 0, + "n_pred": 5048, + "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": 81, + "IoU": 0.0, + "TN": 65455, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9360421369450714, + "FN": 890, + "FP": 130, + "IoU": 0.8797736916548797, + "TN": 40668, + "TP": 7464, + "n_pred": 7594, + "n_ref": 8354 + }, + "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": 0.8325171400587659, + "FN": 2193, + "FP": 30, + "IoU": 0.7130872483221476, + "TN": 41404, + "TP": 5525, + "n_pred": 5555, + "n_ref": 7718 + }, + "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": 50, + "IoU": 0.0, + "TN": 49102, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 436, + "IoU": 0.0, + "TN": 48716, + "TP": 0, + "n_pred": 436, + "n_ref": 0 + }, + "4": { + "Dice": 0.03473389355742297, + "FN": 1723, + "FP": 0, + "IoU": 0.01767388825541619, + "TN": 47398, + "TP": 31, + "n_pred": 31, + "n_ref": 1754 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9350087715719473, + "FN": 424, + "FP": 1169, + "IoU": 0.8779497395035244, + "TN": 36100, + "TP": 11459, + "n_pred": 12628, + "n_ref": 11883 + }, + "7": { + "Dice": 0.11687087653157399, + "FN": 787, + "FP": 150, + "IoU": 0.062062062062062065, + "TN": 48153, + "TP": 62, + "n_pred": 212, + "n_ref": 849 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 0.12707581227436823, + "FN": 1209, + "FP": 0, + "IoU": 0.06784888203546646, + "TN": 47855, + "TP": 88, + "n_pred": 88, + "n_ref": 1297 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1705, + "FP": 0, + "IoU": 0.0, + "TN": 47447, + "TP": 0, + "n_pred": 0, + "n_ref": 1705 + }, + "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": 61, + "IoU": 0.0, + "TN": 49091, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + }, + "3": { + "Dice": 0.8523842117271275, + "FN": 642, + "FP": 5, + "IoU": 0.7427435387673956, + "TN": 46637, + "TP": 1868, + "n_pred": 1873, + "n_ref": 2510 + }, + "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": 1642, + "IoU": 0.0, + "TN": 47510, + "TP": 0, + "n_pred": 1642, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 61, + "IoU": 0.0, + "TN": 49091, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + }, + "8": { + "Dice": 0.5714285714285714, + "FN": 135, + "FP": 0, + "IoU": 0.4, + "TN": 48927, + "TP": 90, + "n_pred": 90, + "n_ref": 225 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 49106, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 441, + "IoU": 0.0, + "TN": 48711, + "TP": 0, + "n_pred": 441, + "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": 2208, + "FP": 0, + "IoU": 0.0, + "TN": 46944, + "TP": 0, + "n_pred": 0, + "n_ref": 2208 + }, + "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": 0.5413060582218725, + "FN": 1126, + "FP": 40, + "IoU": 0.3710895361380798, + "TN": 47298, + "TP": 688, + "n_pred": 728, + "n_ref": 1814 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 864, + "IoU": 0.0, + "TN": 48288, + "TP": 0, + "n_pred": 864, + "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": 0.8893926739052619, + "FN": 718, + "FP": 1136, + "IoU": 0.8008165019338204, + "TN": 39844, + "TP": 7454, + "n_pred": 8590, + "n_ref": 8172 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 115, + "IoU": 0.0, + "TN": 49037, + "TP": 0, + "n_pred": 115, + "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": 2, + "FP": 0, + "IoU": 0.0, + "TN": 49150, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0134.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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.559322033898305, + "FN": 145, + "FP": 323, + "IoU": 0.38823529411764707, + "TN": 48387, + "TP": 297, + "n_pred": 620, + "n_ref": 442 + }, + "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": 0.0897814530419374, + "FN": 6095, + "FP": 69, + "IoU": 0.04700061842918986, + "TN": 42684, + "TP": 304, + "n_pred": 373, + "n_ref": 6399 + }, + "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": 0.45433255269320844, + "FN": 224, + "FP": 9, + "IoU": 0.29393939393939394, + "TN": 48822, + "TP": 97, + "n_pred": 106, + "n_ref": 321 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 49129, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 147, + "IoU": 0.0, + "TN": 49005, + "TP": 0, + "n_pred": 147, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8192457737321196, + "FN": 133, + "FP": 6, + "IoU": 0.6938325991189427, + "TN": 48698, + "TP": 315, + "n_pred": 321, + "n_ref": 448 + }, + "7": { + "Dice": 0.0365296803652968, + "FN": 1688, + "FP": 0, + "IoU": 0.018604651162790697, + "TN": 47432, + "TP": 32, + "n_pred": 32, + "n_ref": 1720 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 49150, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 49124, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0184.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": 0.025190839694656488, + "FN": 5108, + "FP": 0, + "IoU": 0.012756088132972555, + "TN": 43978, + "TP": 66, + "n_pred": 66, + "n_ref": 5174 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2868, + "IoU": 0.0, + "TN": 46284, + "TP": 0, + "n_pred": 2868, + "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": 256, + "FP": 0, + "IoU": 0.0, + "TN": 48896, + "TP": 0, + "n_pred": 0, + "n_ref": 256 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8018707482993197, + "FN": 405, + "FP": 61, + "IoU": 0.6692689850958127, + "TN": 47743, + "TP": 943, + "n_pred": 1004, + "n_ref": 1348 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 49112, + "TP": 0, + "n_pred": 40, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0242.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": 8198, + "FP": 0, + "IoU": 0.0, + "TN": 40954, + "TP": 0, + "n_pred": 0, + "n_ref": 8198 + }, + "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": 225, + "IoU": 0.0, + "TN": 48927, + "TP": 0, + "n_pred": 225, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 49001, + "TP": 0, + "n_pred": 151, + "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": 0.08509447165850245, + "FN": 10, + "FP": 6527, + "IoU": 0.04443794766846952, + "TN": 42311, + "TP": 304, + "n_pred": 6831, + "n_ref": 314 + }, + "7": { + "Dice": 0.0, + "FN": 6099, + "FP": 0, + "IoU": 0.0, + "TN": 43053, + "TP": 0, + "n_pred": 0, + "n_ref": 6099 + }, + "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": 1090, + "IoU": 0.0, + "TN": 48062, + "TP": 0, + "n_pred": 1090, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 49097, + "TP": 0, + "n_pred": 55, + "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": 6, + "IoU": 0.0, + "TN": 49146, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "14": { + "Dice": 0.8323873350201737, + "FN": 0, + "FP": 2451, + "IoU": 0.7128968021553239, + "TN": 40615, + "TP": 6086, + "n_pred": 8537, + "n_ref": 6086 + }, + "15": { + "Dice": 0.7580645161290323, + "FN": 1446, + "FP": 114, + "IoU": 0.6103896103896104, + "TN": 45148, + "TP": 2444, + "n_pred": 2558, + "n_ref": 3890 + }, + "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": 7, + "IoU": 0.0, + "TN": 49145, + "TP": 0, + "n_pred": 7, + "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": 151, + "IoU": 0.0, + "TN": 49001, + "TP": 0, + "n_pred": 151, + "n_ref": 0 + }, + "8": { + "Dice": 0.963131997432789, + "FN": 478, + "FP": 39, + "IoU": 0.9288858321870701, + "TN": 41882, + "TP": 6753, + "n_pred": 6792, + "n_ref": 7231 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 49127, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 65524, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "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": 0.3894523326572008, + "FN": 597, + "FP": 5, + "IoU": 0.24181360201511334, + "TN": 64742, + "TP": 192, + "n_pred": 197, + "n_ref": 789 + }, + "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": 0.8734825493171472, + "FN": 1293, + "FP": 41, + "IoU": 0.7753830611214009, + "TN": 59597, + "TP": 4605, + "n_pred": 4646, + "n_ref": 5898 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8792626728110599, + "FN": 777, + "FP": 9, + "IoU": 0.7845394736842105, + "TN": 61888, + "TP": 2862, + "n_pred": 2871, + "n_ref": 3639 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 407, + "IoU": 0.0, + "TN": 65129, + "TP": 0, + "n_pred": 407, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0274.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": 129, + "IoU": 0.0, + "TN": 65407, + "TP": 0, + "n_pred": 129, + "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": 193, + "IoU": 0.0, + "TN": 65343, + "TP": 0, + "n_pred": 193, + "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": 0.0, + "FN": 2623, + "FP": 0, + "IoU": 0.0, + "TN": 62913, + "TP": 0, + "n_pred": 0, + "n_ref": 2623 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 500, + "IoU": 0.0, + "TN": 65036, + "TP": 0, + "n_pred": 500, + "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": 82, + "IoU": 0.0, + "TN": 65454, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3028, + "IoU": 0.0, + "TN": 62508, + "TP": 0, + "n_pred": 3028, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 198, + "IoU": 0.0, + "TN": 48954, + "TP": 0, + "n_pred": 198, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 792, + "FP": 5435, + "IoU": 0.0, + "TN": 42925, + "TP": 0, + "n_pred": 5435, + "n_ref": 792 + }, + "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": 0.30138339920948615, + "FN": 8182, + "FP": 302, + "IoU": 0.17742873763816172, + "TN": 38838, + "TP": 1830, + "n_pred": 2132, + "n_ref": 10012 + }, + "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": 0.02069857697283312, + "FN": 10598, + "FP": 0, + "IoU": 0.01045751633986928, + "TN": 38442, + "TP": 112, + "n_pred": 112, + "n_ref": 10710 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2977, + "IoU": 0.0, + "TN": 46175, + "TP": 0, + "n_pred": 2977, + "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": 0.6460160477701063, + "FN": 970, + "FP": 927, + "IoU": 0.477122381477398, + "TN": 45524, + "TP": 1731, + "n_pred": 2658, + "n_ref": 2701 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 49150, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 49059, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "9": { + "Dice": 0.20202020202020202, + "FN": 1098, + "FP": 8, + "IoU": 0.11235955056179775, + "TN": 47906, + "TP": 140, + "n_pred": 148, + "n_ref": 1238 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0297.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": 1, + "IoU": 0.0, + "TN": 65535, + "TP": 0, + "n_pred": 1, + "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": 246, + "FP": 0, + "IoU": 0.0, + "TN": 65290, + "TP": 0, + "n_pred": 0, + "n_ref": 246 + }, + "14": { + "Dice": 0.0004484304932735426, + "FN": 4439, + "FP": 19, + "IoU": 0.00022426553038797938, + "TN": 61077, + "TP": 1, + "n_pred": 20, + "n_ref": 4440 + }, + "15": { + "Dice": 0.08910670527957229, + "FN": 4089, + "FP": 0, + "IoU": 0.046630916297505244, + "TN": 61247, + "TP": 200, + "n_pred": 200, + "n_ref": 4289 + }, + "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": 3581, + "FP": 145, + "IoU": 0.0, + "TN": 61810, + "TP": 0, + "n_pred": 145, + "n_ref": 3581 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2693629929221436, + "FN": 10817, + "FP": 22, + "IoU": 0.15564384201916334, + "TN": 52699, + "TP": 1998, + "n_pred": 2020, + "n_ref": 12815 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1745, + "IoU": 0.0, + "TN": 63791, + "TP": 0, + "n_pred": 1745, + "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": 3, + "FP": 0, + "IoU": 0.0, + "TN": 65533, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 6152, + "FP": 0, + "IoU": 0.0, + "TN": 59384, + "TP": 0, + "n_pred": 0, + "n_ref": 6152 + }, + "15": { + "Dice": 0.0, + "FN": 1986, + "FP": 0, + "IoU": 0.0, + "TN": 63550, + "TP": 0, + "n_pred": 0, + "n_ref": 1986 + }, + "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": 1012, + "IoU": 0.0, + "TN": 64524, + "TP": 0, + "n_pred": 1012, + "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": 338, + "IoU": 0.0, + "TN": 65198, + "TP": 0, + "n_pred": 338, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0330.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": 274, + "FP": 0, + "IoU": 0.0, + "TN": 48878, + "TP": 0, + "n_pred": 0, + "n_ref": 274 + }, + "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": 982, + "IoU": 0.0, + "TN": 48170, + "TP": 0, + "n_pred": 982, + "n_ref": 0 + }, + "3": { + "Dice": 0.9166258769782999, + "FN": 1018, + "FP": 4, + "IoU": 0.8460843373493976, + "TN": 42512, + "TP": 5618, + "n_pred": 5622, + "n_ref": 6636 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 213, + "IoU": 0.0, + "TN": 65323, + "TP": 0, + "n_pred": 213, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 230, + "FP": 4, + "IoU": 0.0, + "TN": 65302, + "TP": 0, + "n_pred": 4, + "n_ref": 230 + }, + "11": { + "Dice": 0.0, + "FN": 1590, + "FP": 0, + "IoU": 0.0, + "TN": 63946, + "TP": 0, + "n_pred": 0, + "n_ref": 1590 + }, + "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": 0.5712882953652789, + "FN": 4366, + "FP": 0, + "IoU": 0.39986254295532647, + "TN": 58261, + "TP": 2909, + "n_pred": 2909, + "n_ref": 7275 + }, + "15": { + "Dice": 0.0, + "FN": 7374, + "FP": 0, + "IoU": 0.0, + "TN": 58162, + "TP": 0, + "n_pred": 0, + "n_ref": 7374 + }, + "2": { + "Dice": 0.3746586564718733, + "FN": 1139, + "FP": 6, + "IoU": 0.23051075268817203, + "TN": 64048, + "TP": 343, + "n_pred": 349, + "n_ref": 1482 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1337, + "IoU": 0.0, + "TN": 64199, + "TP": 0, + "n_pred": 1337, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 65522, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8653138417501534, + "FN": 2363, + "FP": 2907, + "IoU": 0.7626019190053606, + "TN": 43337, + "TP": 16929, + "n_pred": 19836, + "n_ref": 19292 + }, + "7": { + "Dice": 0.7126539531187922, + "FN": 5152, + "FP": 634, + "IoU": 0.5535838284083018, + "TN": 52575, + "TP": 7175, + "n_pred": 7809, + "n_ref": 12327 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 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": 642, + "FP": 1540, + "IoU": 0.0, + "TN": 46970, + "TP": 0, + "n_pred": 1540, + "n_ref": 642 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0378.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": 716, + "FP": 0, + "IoU": 0.0, + "TN": 81204, + "TP": 0, + "n_pred": 0, + "n_ref": 716 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1920, + "FP": 0, + "IoU": 0.0, + "TN": 80000, + "TP": 0, + "n_pred": 0, + "n_ref": 1920 + }, + "13": { + "Dice": 0.0, + "FN": 65, + "FP": 1536, + "IoU": 0.0, + "TN": 80319, + "TP": 0, + "n_pred": 1536, + "n_ref": 65 + }, + "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": 0.2857142857142857, + "FN": 4, + "FP": 1, + "IoU": 0.16666666666666666, + "TN": 81914, + "TP": 1, + "n_pred": 2, + "n_ref": 5 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0383.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": 15, + "FP": 2, + "IoU": 0.0, + "TN": 49135, + "TP": 0, + "n_pred": 2, + "n_ref": 15 + }, + "11": { + "Dice": 0.0, + "FN": 1763, + "FP": 0, + "IoU": 0.0, + "TN": 47389, + "TP": 0, + "n_pred": 0, + "n_ref": 1763 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2959697732997481, + "FN": 765, + "FP": 353, + "IoU": 0.1736881005173688, + "TN": 47799, + "TP": 235, + "n_pred": 588, + "n_ref": 1000 + }, + "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": 0.46272098385857036, + "FN": 1248, + "FP": 150, + "IoU": 0.301, + "TN": 47152, + "TP": 602, + "n_pred": 752, + "n_ref": 1850 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 950, + "IoU": 0.0, + "TN": 48202, + "TP": 0, + "n_pred": 950, + "n_ref": 0 + }, + "4": { + "Dice": 0.7554512564779505, + "FN": 2316, + "FP": 185, + "IoU": 0.6070081709616594, + "TN": 42788, + "TP": 3863, + "n_pred": 4048, + "n_ref": 6179 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9239591364687741, + "FN": 1179, + "FP": 399, + "IoU": 0.8586654724585759, + "TN": 37987, + "TP": 9587, + "n_pred": 9986, + "n_ref": 10766 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1717, + "IoU": 0.0, + "TN": 47435, + "TP": 0, + "n_pred": 1717, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6036378173096142, + "FN": 1624, + "FP": 359, + "IoU": 0.4322931577440596, + "TN": 45659, + "TP": 1510, + "n_pred": 1869, + "n_ref": 3134 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 0.5088458298230834, + "FN": 535, + "FP": 48, + "IoU": 0.34124293785310733, + "TN": 64651, + "TP": 302, + "n_pred": 350, + "n_ref": 837 + }, + "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": 476, + "IoU": 0.0, + "TN": 65060, + "TP": 0, + "n_pred": 476, + "n_ref": 0 + }, + "3": { + "Dice": 0.9262768003419047, + "FN": 964, + "FP": 71, + "IoU": 0.8626774578744859, + "TN": 57999, + "TP": 6502, + "n_pred": 6573, + "n_ref": 7466 + }, + "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": 2, + "IoU": 0.0, + "TN": 65534, + "TP": 0, + "n_pred": 2, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0401.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": 947, + "IoU": 0.0, + "TN": 48205, + "TP": 0, + "n_pred": 947, + "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": 19, + "IoU": 0.0, + "TN": 49133, + "TP": 0, + "n_pred": 19, + "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": 702, + "FP": 0, + "IoU": 0.0, + "TN": 48450, + "TP": 0, + "n_pred": 0, + "n_ref": 702 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.2273781902552204, + "FN": 5328, + "FP": 0, + "IoU": 0.12827225130890052, + "TN": 43040, + "TP": 784, + "n_pred": 784, + "n_ref": 6112 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 5495, + "IoU": 0.0, + "TN": 43657, + "TP": 0, + "n_pred": 5495, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.20104550661791826, + "FN": 455.3955555555555, + "FP": 287.8155555555556, + "IoU": 0.1604796652834535, + "TN": 51808.56888888888, + "TP": 423.15333333333336, + "n_pred": 710.9688888888887, + "n_ref": 878.548888888889 + }, + "mean": { + "1": { + "Dice": 0.24441595376107023, + "FN": 563.0, + "FP": 17.733333333333334, + "IoU": 0.218255248383541, + "TN": 52158.166666666664, + "TP": 236.03333333333333, + "n_pred": 253.76666666666668, + "n_ref": 799.0333333333333 + }, + "10": { + "Dice": 0.2795336557008151, + "FN": 461.6333333333333, + "FP": 261.06666666666666, + "IoU": 0.2079501981155871, + "TN": 51809.26666666667, + "TP": 442.96666666666664, + "n_pred": 704.0333333333333, + "n_ref": 904.6 + }, + "11": { + "Dice": 0.08392770583754587, + "FN": 33.166666666666664, + "FP": 19.066666666666666, + "IoU": 0.059417589959799975, + "TN": 52902.5, + "TP": 20.2, + "n_pred": 39.266666666666666, + "n_ref": 53.36666666666667 + }, + "12": { + "Dice": 0.03405754550792719, + "FN": 209.16666666666666, + "FP": 2.4, + "IoU": 0.019333333333333334, + "TN": 52756.6, + "TP": 6.766666666666667, + "n_pred": 9.166666666666666, + "n_ref": 215.93333333333334 + }, + "13": { + "Dice": 0.13336281623170623, + "FN": 1020.4666666666667, + "FP": 69.56666666666666, + "IoU": 0.09118709902163771, + "TN": 51598.666666666664, + "TP": 286.23333333333335, + "n_pred": 355.8, + "n_ref": 1306.7 + }, + "14": { + "Dice": 0.5020149449790756, + "FN": 107.9, + "FP": 91.03333333333333, + "IoU": 0.43374732381261777, + "TN": 52305.9, + "TP": 470.1, + "n_pred": 561.1333333333333, + "n_ref": 578.0 + }, + "15": { + "Dice": 0.11855670103092784, + "FN": 5.9, + "FP": 4.533333333333333, + "IoU": 0.07210031347962383, + "TN": 52962.2, + "TP": 2.3, + "n_pred": 6.833333333333333, + "n_ref": 8.2 + }, + "2": { + "Dice": 0.022758299564648494, + "FN": 402.53333333333336, + "FP": 700.1666666666666, + "IoU": 0.013095289140439642, + "TN": 51794.23333333333, + "TP": 78.0, + "n_pred": 778.1666666666666, + "n_ref": 480.53333333333336 + }, + "3": { + "Dice": 0.20754342245699423, + "FN": 700.7333333333333, + "FP": 470.7, + "IoU": 0.14319589195735655, + "TN": 51470.0, + "TP": 333.5, + "n_pred": 804.2, + "n_ref": 1034.2333333333333 + }, + "4": { + "Dice": 0.28381308261866117, + "FN": 232.6, + "FP": 6.966666666666667, + "IoU": 0.2122182233038338, + "TN": 52561.2, + "TP": 174.16666666666666, + "n_pred": 181.13333333333333, + "n_ref": 406.76666666666665 + }, + "5": { + "Dice": 0.0, + "FN": 456.96666666666664, + "FP": 0.0, + "IoU": 0.0, + "TN": 52517.96666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 456.96666666666664 + }, + "6": { + "Dice": 0.38814221546574246, + "FN": 866.7666666666667, + "FP": 1495.4666666666667, + "IoU": 0.33172392483999974, + "TN": 48071.933333333334, + "TP": 2540.766666666667, + "n_pred": 4036.233333333333, + "n_ref": 3407.5333333333333 + }, + "7": { + "Dice": 0.026886094674556212, + "FN": 865.9666666666667, + "FP": 430.3333333333333, + "IoU": 0.017126837542404825, + "TN": 51654.4, + "TP": 24.233333333333334, + "n_pred": 454.56666666666666, + "n_ref": 890.2 + }, + "8": { + "Dice": 0.4936242521016211, + "FN": 286.0, + "FP": 162.7, + "IoU": 0.42884477629344414, + "TN": 51467.0, + "TP": 1059.2333333333333, + "n_pred": 1221.9333333333334, + "n_ref": 1345.2333333333333 + }, + "9": { + "Dice": 0.19704590933748206, + "FN": 618.1333333333333, + "FP": 585.5, + "IoU": 0.15899893006818258, + "TN": 51098.5, + "TP": 672.8, + "n_pred": 1258.3, + "n_ref": 1290.9333333333334 + } + }, + "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": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 49101, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 88, + "IoU": 0.0, + "TN": 49064, + "TP": 0, + "n_pred": 88, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 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": 1746, + "FP": 0, + "IoU": 0.0, + "TN": 47406, + "TP": 0, + "n_pred": 0, + "n_ref": 1746 + }, + "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": 617, + "IoU": 0.0, + "TN": 48535, + "TP": 0, + "n_pred": 617, + "n_ref": 0 + }, + "3": { + "Dice": 0.0462046204620462, + "FN": 577, + "FP": 1, + "IoU": 0.02364864864864865, + "TN": 48560, + "TP": 14, + "n_pred": 15, + "n_ref": 591 + }, + "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": 0.4301775147928994, + "FN": 1926, + "FP": 0, + "IoU": 0.2740294006784772, + "TN": 46499, + "TP": 727, + "n_pred": 727, + "n_ref": 2653 + }, + "8": { + "Dice": 0.8994236846997583, + "FN": 533, + "FP": 8, + "IoU": 0.8172297297297297, + "TN": 46192, + "TP": 2419, + "n_pred": 2427, + "n_ref": 2952 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 49106, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 65488, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1001, + "IoU": 0.0, + "TN": 64535, + "TP": 0, + "n_pred": 1001, + "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": 0.16837983357807146, + "FN": 1699, + "FP": 0, + "IoU": 0.09192944949225014, + "TN": 63665, + "TP": 172, + "n_pred": 172, + "n_ref": 1871 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2980290889758098, + "FN": 2486, + "FP": 15999, + "IoU": 0.1751082154491499, + "TN": 43127, + "TP": 3924, + "n_pred": 19923, + "n_ref": 6410 + }, + "7": { + "Dice": 0.0, + "FN": 14911, + "FP": 7011, + "IoU": 0.0, + "TN": 43614, + "TP": 0, + "n_pred": 7011, + "n_ref": 14911 + }, + "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": 813, + "IoU": 0.0, + "TN": 64723, + "TP": 0, + "n_pred": 813, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 0.8662744049211019, + "FN": 189, + "FP": 1811, + "IoU": 0.7640953054965793, + "TN": 40674, + "TP": 6478, + "n_pred": 8289, + "n_ref": 6667 + }, + "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": 0, + "FP": 278, + "IoU": 0.0, + "TN": 48874, + "TP": 0, + "n_pred": 278, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7575030884383402, + "FN": 3105, + "FP": 232, + "IoU": 0.6096619487659375, + "TN": 40603, + "TP": 5212, + "n_pred": 5444, + "n_ref": 8317 + }, + "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": 0.44354512343180896, + "FN": 953, + "FP": 422, + "IoU": 0.28497139885595424, + "TN": 47229, + "TP": 548, + "n_pred": 970, + "n_ref": 1501 + }, + "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": 6111, + "IoU": 0.0, + "TN": 43041, + "TP": 0, + "n_pred": 6111, + "n_ref": 0 + }, + "3": { + "Dice": 0.6515521064301553, + "FN": 5305, + "FP": 981, + "IoU": 0.4831867138041602, + "TN": 36989, + "TP": 5877, + "n_pred": 6858, + "n_ref": 11182 + }, + "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": 1432, + "IoU": 0.0, + "TN": 47720, + "TP": 0, + "n_pred": 1432, + "n_ref": 0 + }, + "9": { + "Dice": 0.16514598540145986, + "FN": 1625, + "FP": 205, + "IoU": 0.09000497265042268, + "TN": 47141, + "TP": 181, + "n_pred": 386, + "n_ref": 1806 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 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": 0.7601842012043925, + "FN": 2380, + "FP": 328, + "IoU": 0.6131428571428571, + "TN": 58536, + "TP": 4292, + "n_pred": 4620, + "n_ref": 6672 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.2767191383595692, + "FN": 12042, + "FP": 180, + "IoU": 0.1605769230769231, + "TN": 50976, + "TP": 2338, + "n_pred": 2518, + "n_ref": 14380 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12119, + "IoU": 0.0, + "TN": 53417, + "TP": 0, + "n_pred": 12119, + "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": 1768, + "FP": 0, + "IoU": 0.0, + "TN": 63768, + "TP": 0, + "n_pred": 0, + "n_ref": 1768 + }, + "6": { + "Dice": 0.6130613845852128, + "FN": 3921, + "FP": 25, + "IoU": 0.44202488687782804, + "TN": 58464, + "TP": 3126, + "n_pred": 3151, + "n_ref": 7047 + }, + "7": { + "Dice": 0.0, + "FN": 239, + "FP": 97, + "IoU": 0.0, + "TN": 65200, + "TP": 0, + "n_pred": 97, + "n_ref": 239 + }, + "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": 58, + "IoU": 0.0, + "TN": 65478, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7421233783425999, + "FN": 792, + "FP": 1156, + "IoU": 0.589981056619659, + "TN": 60785, + "TP": 2803, + "n_pred": 3959, + "n_ref": 3595 + }, + "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": 623, + "IoU": 0.0, + "TN": 64913, + "TP": 0, + "n_pred": 623, + "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": 0.7120921305182342, + "FN": 257, + "FP": 43, + "IoU": 0.5529061102831595, + "TN": 64865, + "TP": 371, + "n_pred": 414, + "n_ref": 628 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9941348033716868, + "FN": 95, + "FP": 88, + "IoU": 0.988338006627581, + "TN": 49844, + "TP": 15509, + "n_pred": 15597, + "n_ref": 15604 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8006042296072508, + "FN": 91, + "FP": 41, + "IoU": 0.6675062972292192, + "TN": 65139, + "TP": 265, + "n_pred": 306, + "n_ref": 356 + }, + "9": { + "Dice": 0.6233557046979866, + "FN": 1020, + "FP": 383, + "IoU": 0.452808112324493, + "TN": 62972, + "TP": 1161, + "n_pred": 1544, + "n_ref": 2181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.05757406372275014, + "FN": 3372, + "FP": 0, + "IoU": 0.02964028776978417, + "TN": 62061, + "TP": 103, + "n_pred": 103, + "n_ref": 3475 + }, + "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": 0.1078667124699416, + "FN": 4921, + "FP": 273, + "IoU": 0.0570079883805374, + "TN": 60028, + "TP": 314, + "n_pred": 587, + "n_ref": 5235 + }, + "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": 9, + "IoU": 0.0, + "TN": 65527, + "TP": 0, + "n_pred": 9, + "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": 278, + "IoU": 0.0, + "TN": 65258, + "TP": 0, + "n_pred": 278, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 65522, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "8": { + "Dice": 0.9561682961660991, + "FN": 1131, + "FP": 66, + "IoU": 0.9160176804883182, + "TN": 51283, + "TP": 13056, + "n_pred": 13122, + "n_ref": 14187 + }, + "9": { + "Dice": 0.0007985094490284802, + "FN": 140, + "FP": 7368, + "IoU": 0.0003994141925176408, + "TN": 58025, + "TP": 3, + "n_pred": 7371, + "n_ref": 143 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0084.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": 0.04301786896095301, + "FN": 2857, + "FP": 35, + "IoU": 0.021981738248224553, + "TN": 46195, + "TP": 65, + "n_pred": 100, + "n_ref": 2922 + }, + "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": 1088, + "FP": 0, + "IoU": 0.0, + "TN": 48064, + "TP": 0, + "n_pred": 0, + "n_ref": 1088 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 142, + "IoU": 0.0, + "TN": 49010, + "TP": 0, + "n_pred": 142, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 0.1670785961443401, + "FN": 313, + "FP": 3057, + "IoU": 0.09115426105717368, + "TN": 61828, + "TP": 338, + "n_pred": 3395, + "n_ref": 651 + }, + "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": 0.19612526539278133, + "FN": 5883, + "FP": 175, + "IoU": 0.1087244372517287, + "TN": 58739, + "TP": 739, + "n_pred": 914, + "n_ref": 6622 + }, + "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": 56, + "FP": 0, + "IoU": 0.0, + "TN": 65480, + "TP": 0, + "n_pred": 0, + "n_ref": 56 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6187828700225394, + "FN": 6334, + "FP": 1277, + "IoU": 0.4479982593559617, + "TN": 51748, + "TP": 6177, + "n_pred": 7454, + "n_ref": 12511 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2758, + "IoU": 0.0, + "TN": 62778, + "TP": 0, + "n_pred": 2758, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.08994294663832643, + "FN": 8135, + "FP": 0, + "IoU": 0.04708914138456132, + "TN": 56999, + "TP": 402, + "n_pred": 402, + "n_ref": 8537 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7448494453248812, + "FN": 161, + "FP": 0, + "IoU": 0.5934343434343434, + "TN": 48756, + "TP": 235, + "n_pred": 235, + "n_ref": 396 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1135, + "IoU": 0.0, + "TN": 48017, + "TP": 0, + "n_pred": 1135, + "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": 279, + "IoU": 0.0, + "TN": 48873, + "TP": 0, + "n_pred": 279, + "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": 58, + "IoU": 0.0, + "TN": 49094, + "TP": 0, + "n_pred": 58, + "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": 4101, + "IoU": 0.0, + "TN": 45051, + "TP": 0, + "n_pred": 4101, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 5331, + "FP": 517, + "IoU": 0.0, + "TN": 43304, + "TP": 0, + "n_pred": 517, + "n_ref": 5331 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0111.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": 368, + "FP": 0, + "IoU": 0.0, + "TN": 48784, + "TP": 0, + "n_pred": 0, + "n_ref": 368 + }, + "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": 0.18456140350877193, + "FN": 4634, + "FP": 14, + "IoU": 0.10166215693853885, + "TN": 43978, + "TP": 526, + "n_pred": 540, + "n_ref": 5160 + }, + "14": { + "Dice": 0.8836161187698833, + "FN": 668, + "FP": 210, + "IoU": 0.7914984564236524, + "TN": 44941, + "TP": 3333, + "n_pred": 3543, + "n_ref": 4001 + }, + "15": { + "Dice": 0.3556701030927835, + "FN": 177, + "FP": 73, + "IoU": 0.21630094043887146, + "TN": 48833, + "TP": 69, + "n_pred": 142, + "n_ref": 246 + }, + "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": 508, + "FP": 2120, + "IoU": 0.0, + "TN": 46524, + "TP": 0, + "n_pred": 2120, + "n_ref": 508 + }, + "9": { + "Dice": 0.5267567567567567, + "FN": 2334, + "FP": 1168, + "IoU": 0.35754907356448357, + "TN": 43701, + "TP": 1949, + "n_pred": 3117, + "n_ref": 4283 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 16317, + "FP": 0, + "IoU": 0.0, + "TN": 32835, + "TP": 0, + "n_pred": 0, + "n_ref": 16317 + }, + "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": 26, + "IoU": 0.0, + "TN": 49126, + "TP": 0, + "n_pred": 26, + "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": 16242, + "IoU": 0.0, + "TN": 32910, + "TP": 0, + "n_pred": 16242, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8112305854241338, + "FN": 314, + "FP": 2, + "IoU": 0.6824120603015076, + "TN": 48157, + "TP": 679, + "n_pred": 681, + "n_ref": 993 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 100, + "IoU": 0.0, + "TN": 49052, + "TP": 0, + "n_pred": 100, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9660622310026106, + "FN": 412, + "FP": 69, + "IoU": 0.9343523952504436, + "TN": 41825, + "TP": 6846, + "n_pred": 6915, + "n_ref": 7258 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 49151, + "TP": 0, + "n_pred": 1, + "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": 2665, + "IoU": 0.0, + "TN": 46487, + "TP": 0, + "n_pred": 2665, + "n_ref": 0 + }, + "3": { + "Dice": 0.52731291443006, + "FN": 2994, + "FP": 0, + "IoU": 0.35806174957118353, + "TN": 44488, + "TP": 1670, + "n_pred": 1670, + "n_ref": 4664 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3701, + "FP": 0, + "IoU": 0.0, + "TN": 45451, + "TP": 0, + "n_pred": 0, + "n_ref": 3701 + }, + "6": { + "Dice": 0.996169514197118, + "FN": 0, + "FP": 126, + "IoU": 0.9923682616596002, + "TN": 32642, + "TP": 16384, + "n_pred": 16510, + "n_ref": 16384 + }, + "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": 651, + "IoU": 0.0, + "TN": 48501, + "TP": 0, + "n_pred": 651, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1798, + "IoU": 0.0, + "TN": 47354, + "TP": 0, + "n_pred": 1798, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 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": 0, + "FP": 29, + "IoU": 0.0, + "TN": 49123, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 49137, + "TP": 0, + "n_pred": 15, + "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": 0.0, + "FN": 5600, + "FP": 0, + "IoU": 0.0, + "TN": 43552, + "TP": 0, + "n_pred": 0, + "n_ref": 5600 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 219, + "IoU": 0.0, + "TN": 48933, + "TP": 0, + "n_pred": 219, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 234, + "FP": 0, + "IoU": 0.0, + "TN": 48918, + "TP": 0, + "n_pred": 0, + "n_ref": 234 + }, + "8": { + "Dice": 0.6159461617428995, + "FN": 3367, + "FP": 0, + "IoU": 0.4450304928300643, + "TN": 43085, + "TP": 2700, + "n_pred": 2700, + "n_ref": 6067 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2688, + "IoU": 0.0, + "TN": 46464, + "TP": 0, + "n_pred": 2688, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 368, + "FP": 0, + "IoU": 0.0, + "TN": 65168, + "TP": 0, + "n_pred": 0, + "n_ref": 368 + }, + "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": 3950, + "FP": 0, + "IoU": 0.0, + "TN": 61586, + "TP": 0, + "n_pred": 0, + "n_ref": 3950 + }, + "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": 8220, + "IoU": 0.0, + "TN": 57316, + "TP": 0, + "n_pred": 8220, + "n_ref": 0 + }, + "3": { + "Dice": 0.26341941353488696, + "FN": 10366, + "FP": 159, + "IoU": 0.15168856290803578, + "TN": 53129, + "TP": 1882, + "n_pred": 2041, + "n_ref": 12248 + }, + "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": 62, + "IoU": 0.0, + "TN": 65474, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "9": { + "Dice": 0.7093414516904343, + "FN": 3355, + "FP": 273, + "IoU": 0.5495965238981999, + "TN": 57481, + "TP": 4427, + "n_pred": 4700, + "n_ref": 7782 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 0.5874939408628211, + "FN": 789, + "FP": 62, + "IoU": 0.41592312971859985, + "TN": 47695, + "TP": 606, + "n_pred": 668, + "n_ref": 1395 + }, + "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": 17, + "FP": 0, + "IoU": 0.0, + "TN": 49135, + "TP": 0, + "n_pred": 0, + "n_ref": 17 + }, + "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": 0.884989926124916, + "FN": 19, + "FP": 1351, + "IoU": 0.7937057672037344, + "TN": 42511, + "TP": 5271, + "n_pred": 6622, + "n_ref": 5290 + }, + "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": 0.8797787217228095, + "FN": 1156, + "FP": 61, + "IoU": 0.7853615520282187, + "TN": 43482, + "TP": 4453, + "n_pred": 4514, + "n_ref": 5609 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 0.4067796610169492, + "FN": 175, + "FP": 0, + "IoU": 0.2553191489361702, + "TN": 48917, + "TP": 60, + "n_pred": 60, + "n_ref": 235 + }, + "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": 0.758600237247924, + "FN": 3947, + "FP": 123, + "IoU": 0.6110845676063067, + "TN": 38687, + "TP": 6395, + "n_pred": 6518, + "n_ref": 10342 + }, + "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": 0.789994067629029, + "FN": 2028, + "FP": 96, + "IoU": 0.6528844582448112, + "TN": 43033, + "TP": 3995, + "n_pred": 4091, + "n_ref": 6023 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9152867352274708, + "FN": 582, + "FP": 390, + "IoU": 0.8438052386308854, + "TN": 42929, + "TP": 5251, + "n_pred": 5641, + "n_ref": 5833 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 49122, + "TP": 0, + "n_pred": 30, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 65533, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 65534, + "TP": 0, + "n_pred": 2, + "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": 0.6229166666666667, + "FN": 891, + "FP": 195, + "IoU": 0.4523449319213313, + "TN": 63553, + "TP": 897, + "n_pred": 1092, + "n_ref": 1788 + }, + "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": 57, + "IoU": 0.0, + "TN": 65479, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "9": { + "Dice": 0.9457981103928393, + "FN": 779, + "FP": 93, + "IoU": 0.8971698113207547, + "TN": 57056, + "TP": 7608, + "n_pred": 7701, + "n_ref": 8387 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 123, + "IoU": 0.0, + "TN": 49029, + "TP": 0, + "n_pred": 123, + "n_ref": 0 + }, + "10": { + "Dice": 0.5560504825538233, + "FN": 1124, + "FP": 72, + "IoU": 0.38508997429305913, + "TN": 47207, + "TP": 749, + "n_pred": 821, + "n_ref": 1873 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 320, + "IoU": 0.0, + "TN": 48832, + "TP": 0, + "n_pred": 320, + "n_ref": 0 + }, + "12": { + "Dice": 0.2384028185554903, + "FN": 1294, + "FP": 3, + "IoU": 0.13533333333333333, + "TN": 47652, + "TP": 203, + "n_pred": 206, + "n_ref": 1497 + }, + "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": 837, + "IoU": 0.0, + "TN": 48315, + "TP": 0, + "n_pred": 837, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 823, + "IoU": 0.0, + "TN": 48329, + "TP": 0, + "n_pred": 823, + "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": 1577, + "IoU": 0.0, + "TN": 47575, + "TP": 0, + "n_pred": 1577, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 1599, + "FP": 6, + "IoU": 0.0, + "TN": 47547, + "TP": 0, + "n_pred": 6, + "n_ref": 1599 + }, + "8": { + "Dice": 0.7529761904761905, + "FN": 331, + "FP": 1, + "IoU": 0.60381861575179, + "TN": 48314, + "TP": 506, + "n_pred": 507, + "n_ref": 837 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 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": 720, + "IoU": 0.0, + "TN": 48432, + "TP": 0, + "n_pred": 720, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 49149, + "TP": 0, + "n_pred": 3, + "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": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 49144, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0272.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": 282, + "IoU": 0.0, + "TN": 48870, + "TP": 0, + "n_pred": 282, + "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": 0.9318704654043533, + "FN": 686, + "FP": 84, + "IoU": 0.8724320742213386, + "TN": 43116, + "TP": 5266, + "n_pred": 5350, + "n_ref": 5952 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1179, + "IoU": 0.0, + "TN": 47973, + "TP": 0, + "n_pred": 1179, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 0.40551500405515006, + "FN": 2926, + "FP": 6, + "IoU": 0.254323499491353, + "TN": 45220, + "TP": 1000, + "n_pred": 1006, + "n_ref": 3926 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1724, + "FP": 0, + "IoU": 0.0, + "TN": 47428, + "TP": 0, + "n_pred": 0, + "n_ref": 1724 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 123, + "IoU": 0.0, + "TN": 49029, + "TP": 0, + "n_pred": 123, + "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": 1323, + "IoU": 0.0, + "TN": 47829, + "TP": 0, + "n_pred": 1323, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 989, + "FP": 15, + "IoU": 0.0, + "TN": 48148, + "TP": 0, + "n_pred": 15, + "n_ref": 989 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 2640, + "FP": 0, + "IoU": 0.0, + "TN": 46512, + "TP": 0, + "n_pred": 0, + "n_ref": 2640 + }, + "6": { + "Dice": 0.0, + "FN": 5402, + "FP": 0, + "IoU": 0.0, + "TN": 43750, + "TP": 0, + "n_pred": 0, + "n_ref": 5402 + }, + "7": { + "Dice": 0.0, + "FN": 1420, + "FP": 0, + "IoU": 0.0, + "TN": 47732, + "TP": 0, + "n_pred": 0, + "n_ref": 1420 + }, + "8": { + "Dice": 0.684287812041116, + "FN": 197, + "FP": 18, + "IoU": 0.5200892857142857, + "TN": 48704, + "TP": 233, + "n_pred": 251, + "n_ref": 430 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 961, + "IoU": 0.0, + "TN": 48191, + "TP": 0, + "n_pred": 961, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 231, + "IoU": 0.0, + "TN": 48921, + "TP": 0, + "n_pred": 231, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1156, + "IoU": 0.0, + "TN": 47996, + "TP": 0, + "n_pred": 1156, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 206, + "FP": 0, + "IoU": 0.0, + "TN": 48946, + "TP": 0, + "n_pred": 0, + "n_ref": 206 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 49114, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 3469, + "FP": 0, + "IoU": 0.0, + "TN": 45683, + "TP": 0, + "n_pred": 0, + "n_ref": 3469 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 49049, + "TP": 0, + "n_pred": 103, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 49115, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "2": { + "Dice": 0.019138755980861243, + "FN": 17, + "FP": 188, + "IoU": 0.00966183574879227, + "TN": 48945, + "TP": 2, + "n_pred": 190, + "n_ref": 19 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 49132, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 49151, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8964865393390261, + "FN": 2883, + "FP": 293, + "IoU": 0.8123929351999527, + "TN": 32223, + "TP": 13753, + "n_pred": 14046, + "n_ref": 16636 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 90, + "IoU": 0.0, + "TN": 49062, + "TP": 0, + "n_pred": 90, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 49149, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 49058, + "TP": 0, + "n_pred": 94, + "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": 329, + "IoU": 0.0, + "TN": 48823, + "TP": 0, + "n_pred": 329, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 311, + "FP": 0, + "IoU": 0.0, + "TN": 48841, + "TP": 0, + "n_pred": 0, + "n_ref": 311 + }, + "8": { + "Dice": 0.9518563559625152, + "FN": 334, + "FP": 339, + "IoU": 0.9081354081354082, + "TN": 41826, + "TP": 6653, + "n_pred": 6992, + "n_ref": 6987 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 49086, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 61, + "IoU": 0.0, + "TN": 49091, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + }, + "10": { + "Dice": 0.8208469055374593, + "FN": 1306, + "FP": 14, + "IoU": 0.6961325966850829, + "TN": 44808, + "TP": 3024, + "n_pred": 3038, + "n_ref": 4330 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 92, + "IoU": 0.0, + "TN": 49060, + "TP": 0, + "n_pred": 92, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1511, + "FP": 0, + "IoU": 0.0, + "TN": 47641, + "TP": 0, + "n_pred": 0, + "n_ref": 1511 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 49150, + "TP": 0, + "n_pred": 2, + "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": 77, + "IoU": 0.0, + "TN": 49075, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "3": { + "Dice": 0.5869451697127938, + "FN": 791, + "FP": 0, + "IoU": 0.4153732446415373, + "TN": 47799, + "TP": 562, + "n_pred": 562, + "n_ref": 1353 + }, + "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": 1427, + "IoU": 0.0, + "TN": 47725, + "TP": 0, + "n_pred": 1427, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 8, + "FP": 28, + "IoU": 0.0, + "TN": 49116, + "TP": 0, + "n_pred": 28, + "n_ref": 8 + }, + "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": 155, + "IoU": 0.0, + "TN": 48997, + "TP": 0, + "n_pred": 155, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0390.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": 0.31622554660529345, + "FN": 2902, + "FP": 69, + "IoU": 0.18780754510661563, + "TN": 45494, + "TP": 687, + "n_pred": 756, + "n_ref": 3589 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.815832784726794, + "FN": 1405, + "FP": 833, + "IoU": 0.6889506601806811, + "TN": 41957, + "TP": 4957, + "n_pred": 5790, + "n_ref": 6362 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1993, + "IoU": 0.0, + "TN": 47159, + "TP": 0, + "n_pred": 1993, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0392.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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0400.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": 0.0, + "FN": 36, + "FP": 0, + "IoU": 0.0, + "TN": 49116, + "TP": 0, + "n_pred": 0, + "n_ref": 36 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.49529621154335113, + "FN": 1985, + "FP": 0, + "IoU": 0.32916525853328826, + "TN": 46193, + "TP": 974, + "n_pred": 974, + "n_ref": 2959 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.2136664988920895, + "FN": 424.91777777777776, + "FP": 297.43333333333334, + "IoU": 0.17253244491982, + "TN": 53449.304444444446, + "TP": 441.67777777777775, + "n_pred": 739.1111111111111, + "n_ref": 866.5955555555556 + }, + "mean": { + "1": { + "Dice": 0.2119168037432705, + "FN": 960.9333333333333, + "FP": 333.06666666666666, + "IoU": 0.17631643287765686, + "TN": 52224.433333333334, + "TP": 1094.9, + "n_pred": 1427.9666666666667, + "n_ref": 2055.8333333333335 + }, + "10": { + "Dice": 0.1265421240533597, + "FN": 74.76666666666667, + "FP": 301.73333333333335, + "IoU": 0.10791002406233943, + "TN": 54147.6, + "TP": 89.23333333333333, + "n_pred": 390.96666666666664, + "n_ref": 164.0 + }, + "11": { + "Dice": 0.22165523509370075, + "FN": 201.5, + "FP": 75.13333333333334, + "IoU": 0.14315900472197918, + "TN": 54271.7, + "TP": 65.0, + "n_pred": 140.13333333333333, + "n_ref": 266.5 + }, + "12": { + "Dice": 0.0, + "FN": 185.53333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 54427.8, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 185.53333333333333 + }, + "13": { + "Dice": 0.05636241223429835, + "FN": 195.06666666666666, + "FP": 119.7, + "IoU": 0.03775773195876289, + "TN": 54210.666666666664, + "TP": 87.9, + "n_pred": 207.6, + "n_ref": 282.96666666666664 + }, + "14": { + "Dice": 0.24076183377745314, + "FN": 269.96666666666664, + "FP": 126.06666666666666, + "IoU": 0.1884556449568379, + "TN": 54036.833333333336, + "TP": 180.46666666666667, + "n_pred": 306.53333333333336, + "n_ref": 450.43333333333334 + }, + "15": { + "Dice": 0.25811413628672514, + "FN": 63.36666666666667, + "FP": 5.4, + "IoU": 0.21059236947791163, + "TN": 54432.7, + "TP": 111.86666666666666, + "n_pred": 117.26666666666667, + "n_ref": 175.23333333333332 + }, + "2": { + "Dice": 0.2729494830324304, + "FN": 629.9, + "FP": 1092.9333333333334, + "IoU": 0.22966704402039193, + "TN": 52188.433333333334, + "TP": 702.0666666666667, + "n_pred": 1795.0, + "n_ref": 1331.9666666666667 + }, + "3": { + "Dice": 0.21543699064196403, + "FN": 836.1, + "FP": 471.6333333333333, + "IoU": 0.18648637549972485, + "TN": 52735.96666666667, + "TP": 569.6333333333333, + "n_pred": 1041.2666666666667, + "n_ref": 1405.7333333333333 + }, + "4": { + "Dice": 0.22931721133752206, + "FN": 144.1, + "FP": 28.733333333333334, + "IoU": 0.18609144273682435, + "TN": 54234.26666666667, + "TP": 206.23333333333332, + "n_pred": 234.96666666666667, + "n_ref": 350.3333333333333 + }, + "5": { + "Dice": 0.0, + "FN": 292.6666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 54320.666666666664, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 292.6666666666667 + }, + "6": { + "Dice": 0.3813749221229449, + "FN": 485.3, + "FP": 1411.2333333333333, + "IoU": 0.3308287006196506, + "TN": 50789.26666666667, + "TP": 1927.5333333333333, + "n_pred": 3338.766666666667, + "n_ref": 2412.8333333333335 + }, + "7": { + "Dice": 0.2336905223449784, + "FN": 808.2666666666667, + "FP": 94.9, + "IoU": 0.17856850029768723, + "TN": 52887.86666666667, + "TP": 822.3, + "n_pred": 917.2, + "n_ref": 1630.5666666666666 + }, + "8": { + "Dice": 0.4511256483330427, + "FN": 1044.7333333333333, + "FP": 82.2, + "IoU": 0.3637860448426872, + "TN": 52975.4, + "TP": 511.0, + "n_pred": 593.2, + "n_ref": 1555.7333333333333 + }, + "9": { + "Dice": 0.30575016037965297, + "FN": 181.56666666666666, + "FP": 318.76666666666665, + "IoU": 0.24836735772484606, + "TN": 53855.96666666667, + "TP": 257.03333333333336, + "n_pred": 575.8, + "n_ref": 438.6 + } + }, + "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": 0.0, + "FN": 0, + "FP": 2206, + "IoU": 0.0, + "TN": 46946, + "TP": 0, + "n_pred": 2206, + "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": 85, + "IoU": 0.0, + "TN": 49067, + "TP": 0, + "n_pred": 85, + "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": 0.7356088416777318, + "FN": 1792, + "FP": 1593, + "IoU": 0.581788979490981, + "TN": 41058, + "TP": 4709, + "n_pred": 6302, + "n_ref": 6501 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 49145, + "TP": 0, + "n_pred": 7, + "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": 4, + "FP": 0, + "IoU": 0.0, + "TN": 49148, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "6": { + "Dice": 0.7017543859649122, + "FN": 2636, + "FP": 2056, + "IoU": 0.5405405405405406, + "TN": 38940, + "TP": 5520, + "n_pred": 7576, + "n_ref": 8156 + }, + "7": { + "Dice": 0.664201316857581, + "FN": 1941, + "FP": 1782, + "IoU": 0.4972316002700878, + "TN": 41747, + "TP": 3682, + "n_pred": 5464, + "n_ref": 5623 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 0.4231354642313546, + "FN": 1760, + "FP": 514, + "IoU": 0.26833976833976836, + "TN": 46044, + "TP": 834, + "n_pred": 1348, + "n_ref": 2594 + }, + "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": 0.8020042276677366, + "FN": 2529, + "FP": 0, + "IoU": 0.6694549732061168, + "TN": 41501, + "TP": 5122, + "n_pred": 5122, + "n_ref": 7651 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7604452331021132, + "FN": 1337, + "FP": 148, + "IoU": 0.6134825611660594, + "TN": 45310, + "TP": 2357, + "n_pred": 2505, + "n_ref": 3694 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1026, + "IoU": 0.0, + "TN": 48126, + "TP": 0, + "n_pred": 1026, + "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": 0.8530103055505334, + "FN": 546, + "FP": 267, + "IoU": 0.7436948297604036, + "TN": 45980, + "TP": 2359, + "n_pred": 2626, + "n_ref": 2905 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 49136, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.39039301310043667, + "FN": 1167, + "FP": 229, + "IoU": 0.24253933803581118, + "TN": 47309, + "TP": 447, + "n_pred": 676, + "n_ref": 1614 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 760, + "FP": 0, + "IoU": 0.0, + "TN": 48392, + "TP": 0, + "n_pred": 0, + "n_ref": 760 + }, + "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": 0.9391675560298826, + "FN": 61, + "FP": 53, + "IoU": 0.8853118712273642, + "TN": 48158, + "TP": 880, + "n_pred": 933, + "n_ref": 941 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8700654006776456, + "FN": 838, + "FP": 811, + "IoU": 0.7700139470013947, + "TN": 41982, + "TP": 5521, + "n_pred": 6332, + "n_ref": 6359 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9236286919831224, + "FN": 776, + "FP": 672, + "IoU": 0.858094864758918, + "TN": 38948, + "TP": 8756, + "n_pred": 9428, + "n_ref": 9532 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 49058, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9209161624891962, + "FN": 161, + "FP": 205, + "IoU": 0.8534241089307169, + "TN": 46655, + "TP": 2131, + "n_pred": 2336, + "n_ref": 2292 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 794, + "FP": 0, + "IoU": 0.0, + "TN": 48358, + "TP": 0, + "n_pred": 0, + "n_ref": 794 + }, + "10": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 49146, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1328, + "IoU": 0.0, + "TN": 47824, + "TP": 0, + "n_pred": 1328, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1059, + "FP": 0, + "IoU": 0.0, + "TN": 48093, + "TP": 0, + "n_pred": 0, + "n_ref": 1059 + }, + "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": 91, + "IoU": 0.0, + "TN": 49061, + "TP": 0, + "n_pred": 91, + "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": 887, + "IoU": 0.0, + "TN": 48265, + "TP": 0, + "n_pred": 887, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 434, + "FP": 0, + "IoU": 0.0, + "TN": 48718, + "TP": 0, + "n_pred": 0, + "n_ref": 434 + }, + "8": { + "Dice": 0.5724907063197026, + "FN": 213, + "FP": 17, + "IoU": 0.4010416666666667, + "TN": 48768, + "TP": 154, + "n_pred": 171, + "n_ref": 367 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 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": 0.9859284890426759, + "FN": 206, + "FP": 38, + "IoU": 0.9722474977252047, + "TN": 40360, + "TP": 8548, + "n_pred": 8586, + "n_ref": 8754 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.012063765618267988, + "FN": 1694, + "FP": 599, + "IoU": 0.006068487212830516, + "TN": 46845, + "TP": 14, + "n_pred": 613, + "n_ref": 1708 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2558, + "FP": 0, + "IoU": 0.0, + "TN": 46594, + "TP": 0, + "n_pred": 0, + "n_ref": 2558 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1085, + "IoU": 0.0, + "TN": 48067, + "TP": 0, + "n_pred": 1085, + "n_ref": 0 + }, + "14": { + "Dice": 0.05175348995573715, + "FN": 5570, + "FP": 0, + "IoU": 0.026564138413142258, + "TN": 43430, + "TP": 152, + "n_pred": 152, + "n_ref": 5722 + }, + "15": { + "Dice": 0.0, + "FN": 78, + "FP": 0, + "IoU": 0.0, + "TN": 49074, + "TP": 0, + "n_pred": 0, + "n_ref": 78 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1797, + "IoU": 0.0, + "TN": 47355, + "TP": 0, + "n_pred": 1797, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 49089, + "TP": 0, + "n_pred": 63, + "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": 19, + "IoU": 0.0, + "TN": 49133, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "7": { + "Dice": 0.009302325581395349, + "FN": 35, + "FP": 178, + "IoU": 0.004672897196261682, + "TN": 48938, + "TP": 1, + "n_pred": 179, + "n_ref": 36 + }, + "8": { + "Dice": 0.6138914164391871, + "FN": 1253, + "FP": 20, + "IoU": 0.4428884026258206, + "TN": 46867, + "TP": 1012, + "n_pred": 1032, + "n_ref": 2265 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 571, + "IoU": 0.0, + "TN": 48581, + "TP": 0, + "n_pred": 571, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0042.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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 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": 1499, + "IoU": 0.0, + "TN": 47653, + "TP": 0, + "n_pred": 1499, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 2011, + "FP": 0, + "IoU": 0.0, + "TN": 47141, + "TP": 0, + "n_pred": 0, + "n_ref": 2011 + }, + "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": 2231, + "IoU": 0.0, + "TN": 46921, + "TP": 0, + "n_pred": 2231, + "n_ref": 0 + }, + "3": { + "Dice": 0.83348134991119, + "FN": 1901, + "FP": 349, + "IoU": 0.7145032356299962, + "TN": 41271, + "TP": 5631, + "n_pred": 5980, + "n_ref": 7532 + }, + "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": 36, + "IoU": 0.0, + "TN": 49116, + "TP": 0, + "n_pred": 36, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8272293710069288, + "FN": 3438, + "FP": 402, + "IoU": 0.7053633085245147, + "TN": 36119, + "TP": 9193, + "n_pred": 9595, + "n_ref": 12631 + }, + "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": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 49138, + "TP": 0, + "n_pred": 14, + "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": 6132, + "IoU": 0.0, + "TN": 43020, + "TP": 0, + "n_pred": 6132, + "n_ref": 0 + }, + "7": { + "Dice": 0.15488823662226237, + "FN": 3729, + "FP": 14, + "IoU": 0.08394517865883505, + "TN": 45066, + "TP": 343, + "n_pred": 357, + "n_ref": 4072 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0076.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": 0.0, + "FN": 2446, + "FP": 0, + "IoU": 0.0, + "TN": 46706, + "TP": 0, + "n_pred": 0, + "n_ref": 2446 + }, + "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": 3, + "IoU": 0.0, + "TN": 49149, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "8": { + "Dice": 0.8622505543237251, + "FN": 634, + "FP": 360, + "IoU": 0.7578562728380024, + "TN": 45047, + "TP": 3111, + "n_pred": 3471, + "n_ref": 3745 + }, + "9": { + "Dice": 0.0, + "FN": 46, + "FP": 183, + "IoU": 0.0, + "TN": 48923, + "TP": 0, + "n_pred": 183, + "n_ref": 46 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 667, + "IoU": 0.0, + "TN": 48485, + "TP": 0, + "n_pred": 667, + "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": 5, + "IoU": 0.0, + "TN": 49147, + "TP": 0, + "n_pred": 5, + "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": 177, + "IoU": 0.0, + "TN": 48975, + "TP": 0, + "n_pred": 177, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5675463809772668, + "FN": 3309, + "FP": 1, + "IoU": 0.39620576431959137, + "TN": 43670, + "TP": 2172, + "n_pred": 2173, + "n_ref": 5481 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 49124, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 279, + "FP": 0, + "IoU": 0.0, + "TN": 48873, + "TP": 0, + "n_pred": 0, + "n_ref": 279 + }, + "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": 1500, + "IoU": 0.0, + "TN": 47652, + "TP": 0, + "n_pred": 1500, + "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": 1000, + "IoU": 0.0, + "TN": 48152, + "TP": 0, + "n_pred": 1000, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 1314, + "FP": 25, + "IoU": 0.0, + "TN": 47813, + "TP": 0, + "n_pred": 25, + "n_ref": 1314 + }, + "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": 7314, + "IoU": 0.0, + "TN": 41838, + "TP": 0, + "n_pred": 7314, + "n_ref": 0 + }, + "7": { + "Dice": 0.4591467823571945, + "FN": 2984, + "FP": 8, + "IoU": 0.2979821679962459, + "TN": 44890, + "TP": 1270, + "n_pred": 1278, + "n_ref": 4254 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 65515, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "10": { + "Dice": 0.11305518169582772, + "FN": 0, + "FP": 1977, + "IoU": 0.05991440798858773, + "TN": 63433, + "TP": 126, + "n_pred": 2103, + "n_ref": 126 + }, + "11": { + "Dice": 0.0, + "FN": 2020, + "FP": 0, + "IoU": 0.0, + "TN": 63516, + "TP": 0, + "n_pred": 0, + "n_ref": 2020 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5072617101086851, + "FN": 5092, + "FP": 31, + "IoU": 0.339819587628866, + "TN": 57776, + "TP": 2637, + "n_pred": 2668, + "n_ref": 7729 + }, + "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": 0.10800990916597852, + "FN": 10802, + "FP": 0, + "IoU": 0.05708798882681564, + "TN": 54080, + "TP": 654, + "n_pred": 654, + "n_ref": 11456 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9932, + "IoU": 0.0, + "TN": 55604, + "TP": 0, + "n_pred": 9932, + "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": 0.7163320347617621, + "FN": 3471, + "FP": 1262, + "IoU": 0.5580352974133906, + "TN": 54827, + "TP": 5976, + "n_pred": 7238, + "n_ref": 9447 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 125, + "IoU": 0.0, + "TN": 65411, + "TP": 0, + "n_pred": 125, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1360, + "IoU": 0.0, + "TN": 64176, + "TP": 0, + "n_pred": 1360, + "n_ref": 0 + }, + "9": { + "Dice": 0.4281081081081081, + "FN": 1480, + "FP": 2223, + "IoU": 0.2723521320495186, + "TN": 60447, + "TP": 1386, + "n_pred": 3609, + "n_ref": 2866 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0124.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": 95, + "IoU": 0.0, + "TN": 49057, + "TP": 0, + "n_pred": 95, + "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": 1582, + "IoU": 0.0, + "TN": 47570, + "TP": 0, + "n_pred": 1582, + "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": 1789, + "IoU": 0.0, + "TN": 47363, + "TP": 0, + "n_pred": 1789, + "n_ref": 0 + }, + "3": { + "Dice": 0.902422943794297, + "FN": 2171, + "FP": 197, + "IoU": 0.8221955248535816, + "TN": 35834, + "TP": 10950, + "n_pred": 11147, + "n_ref": 13121 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 2770, + "FP": 0, + "IoU": 0.0, + "TN": 46382, + "TP": 0, + "n_pred": 0, + "n_ref": 2770 + }, + "6": { + "Dice": 0.6112404389757233, + "FN": 1150, + "FP": 19, + "IoU": 0.44013409961685823, + "TN": 47064, + "TP": 919, + "n_pred": 938, + "n_ref": 2069 + }, + "7": { + "Dice": 0.20984665052461662, + "FN": 645, + "FP": 334, + "IoU": 0.11722272317403065, + "TN": 48043, + "TP": 130, + "n_pred": 464, + "n_ref": 775 + }, + "8": { + "Dice": 0.7309379374708352, + "FN": 2875, + "FP": 8, + "IoU": 0.5759670539785262, + "TN": 42353, + "TP": 3916, + "n_pred": 3924, + "n_ref": 6791 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2775, + "IoU": 0.0, + "TN": 46377, + "TP": 0, + "n_pred": 2775, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0138.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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.23386279148360933, + "FN": 13321, + "FP": 281, + "IoU": 0.13241484883275928, + "TN": 33474, + "TP": 2076, + "n_pred": 2357, + "n_ref": 15397 + }, + "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": 10208, + "IoU": 0.0, + "TN": 38944, + "TP": 0, + "n_pred": 10208, + "n_ref": 0 + }, + "3": { + "Dice": 0.03167091372406261, + "FN": 10636, + "FP": 4, + "IoU": 0.0160902533752543, + "TN": 38338, + "TP": 174, + "n_pred": 178, + "n_ref": 10810 + }, + "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": 13486, + "IoU": 0.0, + "TN": 35666, + "TP": 0, + "n_pred": 13486, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 49150, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0158.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": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 49125, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 191, + "FP": 0, + "IoU": 0.0, + "TN": 48961, + "TP": 0, + "n_pred": 0, + "n_ref": 191 + }, + "6": { + "Dice": 0.15110788231020705, + "FN": 4266, + "FP": 408, + "IoU": 0.08172888015717092, + "TN": 44062, + "TP": 416, + "n_pred": 824, + "n_ref": 4682 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 234, + "IoU": 0.0, + "TN": 48918, + "TP": 0, + "n_pred": 234, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5751409659230203, + "FN": 3454, + "FP": 12, + "IoU": 0.40364762560220235, + "TN": 43340, + "TP": 2346, + "n_pred": 2358, + "n_ref": 5800 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 614, + "IoU": 0.0, + "TN": 48538, + "TP": 0, + "n_pred": 614, + "n_ref": 0 + }, + "10": { + "Dice": 0.8872180451127819, + "FN": 543, + "FP": 102, + "IoU": 0.7972972972972973, + "TN": 45970, + "TP": 2537, + "n_pred": 2639, + "n_ref": 3080 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1670, + "FP": 0, + "IoU": 0.0, + "TN": 47482, + "TP": 0, + "n_pred": 0, + "n_ref": 1670 + }, + "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": 0.8828828828828829, + "FN": 14, + "FP": 12, + "IoU": 0.7903225806451613, + "TN": 49028, + "TP": 98, + "n_pred": 110, + "n_ref": 112 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 49142, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8873563218390804, + "FN": 933, + "FP": 831, + "IoU": 0.7975206611570248, + "TN": 40440, + "TP": 6948, + "n_pred": 7779, + "n_ref": 7881 + }, + "7": { + "Dice": 0.23067802091193274, + "FN": 7136, + "FP": 1, + "IoU": 0.13037650785914462, + "TN": 40945, + "TP": 1070, + "n_pred": 1071, + "n_ref": 8206 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 579, + "IoU": 0.0, + "TN": 64957, + "TP": 0, + "n_pred": 579, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.516402933230413, + "FN": 1098, + "FP": 155, + "IoU": 0.3480749219562955, + "TN": 63614, + "TP": 669, + "n_pred": 824, + "n_ref": 1767 + }, + "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": 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": 0.9435722058137728, + "FN": 122, + "FP": 241, + "IoU": 0.8931724543849323, + "TN": 62138, + "TP": 3035, + "n_pred": 3276, + "n_ref": 3157 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 65456, + "TP": 0, + "n_pred": 80, + "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": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 62167, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "6": { + "Dice": 0.892463509085493, + "FN": 373, + "FP": 349, + "IoU": 0.8058095750403442, + "TN": 61818, + "TP": 2996, + "n_pred": 3345, + "n_ref": 3369 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.31767810026385224, + "FN": 5157, + "FP": 15, + "IoU": 0.18883312421580928, + "TN": 59160, + "TP": 1204, + "n_pred": 1219, + "n_ref": 6361 + }, + "9": { + "Dice": 0.8275862068965517, + "FN": 306, + "FP": 464, + "IoU": 0.7058823529411765, + "TN": 62918, + "TP": 1848, + "n_pred": 2312, + "n_ref": 2154 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5871, + "IoU": 0.0, + "TN": 59665, + "TP": 0, + "n_pred": 5871, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3867, + "IoU": 0.0, + "TN": 61669, + "TP": 0, + "n_pred": 3867, + "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": 599, + "IoU": 0.0, + "TN": 64937, + "TP": 0, + "n_pred": 599, + "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": 4372, + "IoU": 0.0, + "TN": 61164, + "TP": 0, + "n_pred": 4372, + "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": 14384, + "FP": 613, + "IoU": 0.0, + "TN": 50539, + "TP": 0, + "n_pred": 613, + "n_ref": 14384 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1631, + "IoU": 0.0, + "TN": 63905, + "TP": 0, + "n_pred": 1631, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0197.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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 919, + "IoU": 0.0, + "TN": 64617, + "TP": 0, + "n_pred": 919, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 206, + "IoU": 0.0, + "TN": 65330, + "TP": 0, + "n_pred": 206, + "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": 0.3656039290768334, + "FN": 2186, + "FP": 5435, + "IoU": 0.22369359274727513, + "TN": 55719, + "TP": 2196, + "n_pred": 7631, + "n_ref": 4382 + }, + "3": { + "Dice": 0.0, + "FN": 6377, + "FP": 388, + "IoU": 0.0, + "TN": 58771, + "TP": 0, + "n_pred": 388, + "n_ref": 6377 + }, + "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": 2191, + "IoU": 0.0, + "TN": 63345, + "TP": 0, + "n_pred": 2191, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 65532, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "14": { + "Dice": 0.1092896174863388, + "FN": 0, + "FP": 2282, + "IoU": 0.057803468208092484, + "TN": 63114, + "TP": 140, + "n_pred": 2422, + "n_ref": 140 + }, + "15": { + "Dice": 0.7743424088601754, + "FN": 1823, + "FP": 133, + "IoU": 0.6317771084337349, + "TN": 60224, + "TP": 3356, + "n_pred": 3489, + "n_ref": 5179 + }, + "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": 0.9989919046891707, + "FN": 33, + "FP": 0, + "IoU": 0.99798583984375, + "TN": 49152, + "TP": 16351, + "n_pred": 16351, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 65483, + "TP": 0, + "n_pred": 53, + "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": 0.2765206560099647, + "FN": 3485, + "FP": 0, + "IoU": 0.16044326668272704, + "TN": 61385, + "TP": 666, + "n_pred": 666, + "n_ref": 4151 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8813519813519813, + "FN": 306, + "FP": 1730, + "IoU": 0.787872473431965, + "TN": 55938, + "TP": 7562, + "n_pred": 9292, + "n_ref": 7868 + }, + "7": { + "Dice": 0.28523489932885904, + "FN": 426, + "FP": 0, + "IoU": 0.16634050880626222, + "TN": 65025, + "TP": 85, + "n_pred": 85, + "n_ref": 511 + }, + "8": { + "Dice": 0.01576789656259855, + "FN": 6242, + "FP": 0, + "IoU": 0.007946598855689765, + "TN": 59244, + "TP": 50, + "n_pred": 50, + "n_ref": 6292 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9468334113555809, + "FN": 584, + "FP": 211, + "IoU": 0.8990347980695962, + "TN": 41278, + "TP": 7079, + "n_pred": 7290, + "n_ref": 7663 + }, + "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": 242, + "IoU": 0.0, + "TN": 48910, + "TP": 0, + "n_pred": 242, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 49123, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "2": { + "Dice": 0.7877335366850047, + "FN": 2597, + "FP": 1300, + "IoU": 0.6498023005032351, + "TN": 38024, + "TP": 7231, + "n_pred": 8531, + "n_ref": 9828 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2066, + "IoU": 0.0, + "TN": 47086, + "TP": 0, + "n_pred": 2066, + "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": 107, + "IoU": 0.0, + "TN": 49045, + "TP": 0, + "n_pred": 107, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 139, + "IoU": 0.0, + "TN": 65397, + "TP": 0, + "n_pred": 139, + "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": 0, + "FP": 62, + "IoU": 0.0, + "TN": 65474, + "TP": 0, + "n_pred": 62, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8151969050689416, + "FN": 5371, + "FP": 218, + "IoU": 0.6880442062960482, + "TN": 64004, + "TP": 12327, + "n_pred": 12545, + "n_ref": 17698 + }, + "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": 202, + "IoU": 0.0, + "TN": 81718, + "TP": 0, + "n_pred": 202, + "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": 2283, + "IoU": 0.0, + "TN": 79637, + "TP": 0, + "n_pred": 2283, + "n_ref": 0 + }, + "3": { + "Dice": 0.15022278803309994, + "FN": 2670, + "FP": 0, + "IoU": 0.08121128699242945, + "TN": 79014, + "TP": 236, + "n_pred": 236, + "n_ref": 2906 + }, + "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": 0.01026098594691055, + "FN": 69, + "FP": 4368, + "IoU": 0.00515695067264574, + "TN": 77460, + "TP": 23, + "n_pred": 4391, + "n_ref": 92 + }, + "7": { + "Dice": 0.7398216362931369, + "FN": 6710, + "FP": 0, + "IoU": 0.587076923076923, + "TN": 65670, + "TP": 9540, + "n_pred": 9540, + "n_ref": 16250 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0361.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": 0.9471142236174837, + "FN": 584, + "FP": 73, + "IoU": 0.8995412844036698, + "TN": 42612, + "TP": 5883, + "n_pred": 5956, + "n_ref": 6467 + }, + "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_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868232/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.19882850976827582, + "FN": 438.34844444444445, + "FP": 294.81422222222227, + "IoU": 0.15766261901098028, + "TN": 53476.453333333324, + "TP": 403.71733333333333, + "n_pred": 698.5315555555555, + "n_ref": 842.0657777777778 + }, + "mean": { + "1": { + "Dice": 0.24195965420172713, + "FN": 523.2466666666667, + "FP": 172.38666666666668, + "IoU": 0.20932896679586452, + "TN": 53376.706666666665, + "TP": 540.9933333333333, + "n_pred": 713.38, + "n_ref": 1064.24 + }, + "10": { + "Dice": 0.16077461369109602, + "FN": 426.36, + "FP": 430.17333333333335, + "IoU": 0.11757100848889904, + "TN": 53508.52666666666, + "TP": 248.27333333333337, + "n_pred": 678.4466666666666, + "n_ref": 674.6333333333333 + }, + "11": { + "Dice": 0.13783253807283974, + "FN": 140.35999999999999, + "FP": 27.139999999999997, + "IoU": 0.09070924636079988, + "TN": 54418.55333333333, + "TP": 27.28, + "n_pred": 54.42, + "n_ref": 167.64000000000001 + }, + "12": { + "Dice": 0.010005277358644834, + "FN": 163.07333333333332, + "FP": 8.58, + "IoU": 0.005529952670723462, + "TN": 54440.05333333333, + "TP": 1.6266666666666665, + "n_pred": 10.206666666666667, + "n_ref": 164.7 + }, + "13": { + "Dice": 0.09754557491670356, + "FN": 524.5533333333333, + "FP": 193.22000000000003, + "IoU": 0.06502455924983411, + "TN": 53738.119999999995, + "TP": 157.44, + "n_pred": 350.65999999999997, + "n_ref": 681.9933333333333 + }, + "14": { + "Dice": 0.38243760854620656, + "FN": 285.32000000000005, + "FP": 164.45333333333332, + "IoU": 0.31639725050527057, + "TN": 53638.03333333334, + "TP": 525.5266666666666, + "n_pred": 689.9799999999999, + "n_ref": 810.8466666666667 + }, + "15": { + "Dice": 0.14568982845356931, + "FN": 285.0, + "FP": 77.48666666666666, + "IoU": 0.1089929003247194, + "TN": 54174.780000000006, + "TP": 76.06666666666666, + "n_pred": 153.55333333333334, + "n_ref": 361.0666666666667 + }, + "2": { + "Dice": 0.12390057831306192, + "FN": 787.1200000000001, + "FP": 479.8, + "IoU": 0.0903206730124573, + "TN": 53122.826666666675, + "TP": 223.58666666666667, + "n_pred": 703.3866666666667, + "n_ref": 1010.7066666666666 + }, + "3": { + "Dice": 0.22000784247249783, + "FN": 595.4, + "FP": 745.0333333333332, + "IoU": 0.17875748041057019, + "TN": 52732.64, + "TP": 540.26, + "n_pred": 1285.2933333333333, + "n_ref": 1135.66 + }, + "4": { + "Dice": 0.2741106445525435, + "FN": 197.89333333333335, + "FP": 89.08, + "IoU": 0.21750067935016024, + "TN": 54137.259999999995, + "TP": 189.1, + "n_pred": 278.18, + "n_ref": 386.99333333333334 + }, + "5": { + "Dice": 0.0, + "FN": 306.36, + "FP": 0.0, + "IoU": 0.0, + "TN": 54306.97333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 306.36 + }, + "6": { + "Dice": 0.3694055627366515, + "FN": 688.8466666666667, + "FP": 1147.8066666666668, + "IoU": 0.3122252263399753, + "TN": 50716.02666666667, + "TP": 2060.653333333333, + "n_pred": 3208.46, + "n_ref": 2749.5 + }, + "7": { + "Dice": 0.17509881692372503, + "FN": 788.5266666666666, + "FP": 377.88666666666666, + "IoU": 0.131355855236292, + "TN": 52892.04666666667, + "TP": 554.8733333333333, + "n_pred": 932.76, + "n_ref": 1343.4 + }, + "8": { + "Dice": 0.3947991843711507, + "FN": 387.0466666666667, + "FP": 145.82, + "IoU": 0.33119302507583015, + "TN": 53599.759999999995, + "TP": 480.70666666666665, + "n_pred": 626.5266666666666, + "n_ref": 867.7533333333333 + }, + "9": { + "Dice": 0.24885992191371925, + "FN": 476.12, + "FP": 363.3466666666667, + "IoU": 0.19003246134330806, + "TN": 53344.49333333333, + "TP": 429.37333333333333, + "n_pred": 792.72, + "n_ref": 905.4933333333335 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/loop_001/summary.json b/nnActive_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..095f47c54928eccc412bc3dae0e1d32bf58282d0 --- /dev/null +++ b/nnActive_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.3419582473531584, + "FN": 73737.224, + "FP": 53357.58266666667, + "IoU": 0.24604787274308515, + "TN": 96217012.72666667, + "TP": 112853.30666666664, + "n_pred": 166210.88933333333, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.5742855380863915, + "FN": 65050.78, + "FP": 111639.14, + "IoU": 0.42540719828133333, + "TN": 96151033.56, + "TP": 129237.36, + "n_pred": 240876.5, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.2359404771159584, + "FN": 58391.48, + "FP": 19014.54, + "IoU": 0.14461555013777294, + "TN": 96363723.74, + "TP": 15831.08, + "n_pred": 34845.62, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.06306941066190365, + "FN": 3583.46, + "FP": 24.16, + "IoU": 0.036491092260554914, + "TN": 96453236.3, + "TP": 116.92, + "n_pred": 141.08, + "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": 0.1383646991834352, + "FN": 51093.46, + "FP": 12610.2, + "IoU": 0.0810546616344715, + "TN": 96386492.5, + "TP": 6764.68, + "n_pred": 19374.88, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.5708130741031632, + "FN": 76588.92, + "FP": 20746.76, + "IoU": 0.4404230485300233, + "TN": 96297855.94, + "TP": 61769.22, + "n_pred": 82515.98, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.33039888067255696, + "FN": 39357.6, + "FP": 6074.84, + "IoU": 0.22486910767335364, + "TN": 96396838.96, + "TP": 14689.44, + "n_pred": 20764.28, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.2268850791671926, + "FN": 132623.46, + "FP": 18894.94, + "IoU": 0.13715114299939066, + "TN": 96281224.2, + "TP": 24218.24, + "n_pred": 43113.18, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.42027822109158003, + "FN": 92215.32, + "FP": 76692.94, + "IoU": 0.2824548444802707, + "TN": 96216865.32, + "TP": 71187.26, + "n_pred": 147880.2, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.4090648784770042, + "FN": 16640.7, + "FP": 6476.98, + "IoU": 0.3085896734414516, + "TN": 96423906.36, + "TP": 9936.8, + "n_pred": 16413.78, + "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": 0.8149883582914808, + "FN": 230892.22, + "FP": 307998.5, + "IoU": 0.6976171649820806, + "TN": 94789738.72, + "TP": 1128331.4, + "n_pred": 1436329.9, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.397217690898712, + "FN": 206231.34, + "FP": 159262.7, + "IoU": 0.2633081006962255, + "TN": 95958773.48, + "TP": 132693.32, + "n_pred": 291956.02, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.5669688044807479, + "FN": 57661.1, + "FP": 46412.9, + "IoU": 0.40553267200999715, + "TN": 96278178.76, + "TP": 74708.08, + "n_pred": 121120.98, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.3810985980672502, + "FN": 54339.7, + "FP": 14515.14, + "IoU": 0.24320383401935058, + "TN": 96364790.2, + "TP": 23315.8, + "n_pred": 37830.94, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.3861311579968538, + "FN": 20647, + "FP": 208420, + "IoU": 0.23925807844309388, + "TN": 119292210, + "TP": 72043, + "n_pred": 280463, + "n_ref": 92690 + }, + "10": { + "Dice": 0.27816290301786123, + "FN": 61311, + "FP": 11474, + "IoU": 0.16155006969323457, + "TN": 119506511, + "TP": 14024, + "n_pred": 25498, + "n_ref": 75335 + }, + "11": { + "Dice": 0.011046672190002762, + "FN": 3526, + "FP": 55, + "IoU": 0.005554012774229381, + "TN": 119589719, + "TP": 20, + "n_pred": 75, + "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": 0.15534761077882822, + "FN": 47926, + "FP": 4608, + "IoU": 0.08421511374531508, + "TN": 119535955, + "TP": 4831, + "n_pred": 9439, + "n_ref": 52757 + }, + "14": { + "Dice": 0.2638866730482876, + "FN": 207788, + "FP": 13682, + "IoU": 0.15199852967641395, + "TN": 119332153, + "TP": 39697, + "n_pred": 53379, + "n_ref": 247485 + }, + "15": { + "Dice": 0.03411336828900701, + "FN": 30973, + "FP": 76054, + "IoU": 0.01735266303699147, + "TN": 119484403, + "TP": 1890, + "n_pred": 77944, + "n_ref": 32863 + }, + "2": { + "Dice": 0.3006418144639271, + "FN": 107938, + "FP": 44941, + "IoU": 0.17691491824549502, + "TN": 119407581, + "TP": 32860, + "n_pred": 77801, + "n_ref": 140798 + }, + "3": { + "Dice": 0.3690514239574747, + "FN": 104561, + "FP": 120487, + "IoU": 0.22628023309782888, + "TN": 119302455, + "TP": 65817, + "n_pred": 186304, + "n_ref": 170378 + }, + "4": { + "Dice": 0.3316882032395859, + "FN": 62213, + "FP": 212, + "IoU": 0.19881667436726733, + "TN": 119515404, + "TP": 15491, + "n_pred": 15703, + "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": 0.9013913026936022, + "FN": 186894, + "FP": 30813, + "IoU": 0.8204844044141111, + "TN": 118380573, + "TP": 995040, + "n_pred": 1025853, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 183262, + "IoU": 0.0, + "TN": 119410058, + "TP": 0, + "n_pred": 183262, + "n_ref": 0 + }, + "8": { + "Dice": 0.6828072853127536, + "FN": 95926, + "FP": 81137, + "IoU": 0.518380702913984, + "TN": 119225679, + "TP": 190578, + "n_pred": 271715, + "n_ref": 286504 + }, + "9": { + "Dice": 0.3751623983341935, + "FN": 55454, + "FP": 14764, + "IoU": 0.23089224298451225, + "TN": 119502022, + "TP": 21080, + "n_pred": 35844, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7676043227079652, + "FN": 54565, + "FP": 26572, + "IoU": 0.6228554163664676, + "TN": 72610525, + "TP": 133998, + "n_pred": 160570, + "n_ref": 188563 + }, + "10": { + "Dice": 0.3040992188129178, + "FN": 55235, + "FP": 5252, + "IoU": 0.17931427485991072, + "TN": 72751957, + "TP": 13216, + "n_pred": 18468, + "n_ref": 68451 + }, + "11": { + "Dice": 0.01238390092879257, + "FN": 2233, + "FP": 0, + "IoU": 0.006230529595015576, + "TN": 72823413, + "TP": 14, + "n_pred": 14, + "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": 0.01617501600046547, + "FN": 49766, + "FP": 961, + "IoU": 0.00815344908493665, + "TN": 72774516, + "TP": 417, + "n_pred": 1378, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8067954308373126, + "FN": 14628, + "FP": 15191, + "IoU": 0.6761585160568642, + "TN": 72733581, + "TP": 62260, + "n_pred": 77451, + "n_ref": 76888 + }, + "15": { + "Dice": 0.43075419738829174, + "FN": 27934, + "FP": 10514, + "IoU": 0.2744975941126521, + "TN": 72772665, + "TP": 14547, + "n_pred": 25061, + "n_ref": 42481 + }, + "2": { + "Dice": 0.6694262201207442, + "FN": 54011, + "FP": 26809, + "IoU": 0.5031109362319554, + "TN": 72663008, + "TP": 81832, + "n_pred": 108641, + "n_ref": 135843 + }, + "3": { + "Dice": 0.6269069979972389, + "FN": 46544, + "FP": 49395, + "IoU": 0.45656557646339113, + "TN": 72649118, + "TP": 80603, + "n_pred": 129998, + "n_ref": 127147 + }, + "4": { + "Dice": 0.6384500644111465, + "FN": 8177, + "FP": 13153, + "IoU": 0.4689141747379429, + "TN": 72785497, + "TP": 18833, + "n_pred": 31986, + "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": 0.8593231903519719, + "FN": 121523, + "FP": 234134, + "IoU": 0.7533450168213099, + "TN": 71383739, + "TP": 1086264, + "n_pred": 1320398, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.42969241515285117, + "FN": 152142, + "FP": 78106, + "IoU": 0.2736358273367678, + "TN": 72508673, + "TP": 86739, + "n_pred": 164845, + "n_ref": 238881 + }, + "8": { + "Dice": 0.000617903761489148, + "FN": 58174, + "FP": 6521, + "IoU": 0.0003090473615081511, + "TN": 72760945, + "TP": 20, + "n_pred": 6541, + "n_ref": 58194 + }, + "9": { + "Dice": 0.36140000152605356, + "FN": 54303, + "FP": 29390, + "IoU": 0.22055413271245636, + "TN": 72718285, + "TP": 23682, + "n_pred": 53072, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4821354589440809, + "FN": 131448, + "FP": 144797, + "IoU": 0.3176406365015142, + "TN": 71404650, + "TP": 128593, + "n_pred": 273390, + "n_ref": 260041 + }, + "10": { + "Dice": 0.3208546185736689, + "FN": 73054, + "FP": 14424, + "IoU": 0.1910820957629783, + "TN": 71701346, + "TP": 20664, + "n_pred": 35088, + "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": 0.44782164586756673, + "FN": 38692, + "FP": 23475, + "IoU": 0.2885117194652994, + "TN": 71722112, + "TP": 25209, + "n_pred": 48684, + "n_ref": 63901 + }, + "14": { + "Dice": 0.46850632072608817, + "FN": 362382, + "FP": 161, + "IoU": 0.30591462900990174, + "TN": 71287156, + "TP": 159789, + "n_pred": 159950, + "n_ref": 522171 + }, + "15": { + "Dice": 0.2212966684908685, + "FN": 157816, + "FP": 2973, + "IoU": 0.12441460280119367, + "TN": 71625852, + "TP": 22847, + "n_pred": 25820, + "n_ref": 180663 + }, + "2": { + "Dice": 0.497055650992769, + "FN": 84665, + "FP": 41227, + "IoU": 0.3307212614499657, + "TN": 71621387, + "TP": 62209, + "n_pred": 103436, + "n_ref": 146874 + }, + "3": { + "Dice": 0.3133890782976722, + "FN": 142344, + "FP": 44546, + "IoU": 0.18580994245036833, + "TN": 71579947, + "TP": 42651, + "n_pred": 87197, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7470804541964683, + "FN": 4731, + "FP": 1528, + "IoU": 0.5962716893504483, + "TN": 71793985, + "TP": 9244, + "n_pred": 10772, + "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": 0.8636665684332042, + "FN": 115495, + "FP": 242108, + "IoU": 0.7600467824328341, + "TN": 70319185, + "TP": 1132700, + "n_pred": 1374808, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.6931436653383029, + "FN": 73903, + "FP": 68857, + "IoU": 0.5303901025339066, + "TN": 71505491, + "TP": 161237, + "n_pred": 230094, + "n_ref": 235140 + }, + "8": { + "Dice": 0.6528182222697856, + "FN": 23284, + "FP": 38355, + "IoU": 0.4845806505560666, + "TN": 71689898, + "TP": 57951, + "n_pred": 96306, + "n_ref": 81235 + }, + "9": { + "Dice": 0.4913937093700744, + "FN": 56824, + "FP": 8035, + "IoU": 0.32572693911072764, + "TN": 71713297, + "TP": 31332, + "n_pred": 39367, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.74888698579337, + "FN": 24872, + "FP": 102093, + "IoU": 0.5985766092188424, + "TN": 135129223, + "TP": 189322, + "n_pred": 291415, + "n_ref": 214194 + }, + "10": { + "Dice": 0.47643631313588747, + "FN": 53573, + "FP": 15795, + "IoU": 0.3127117804418904, + "TN": 135344580, + "TP": 31562, + "n_pred": 47357, + "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": 0.1338526542748344, + "FN": 36724, + "FP": 13089, + "IoU": 0.07172673400171443, + "TN": 135391848, + "TP": 3849, + "n_pred": 16938, + "n_ref": 40573 + }, + "14": { + "Dice": 0.7406207083740131, + "FN": 51605, + "FP": 12422, + "IoU": 0.5880839182434041, + "TN": 135290073, + "TP": 91410, + "n_pred": 103832, + "n_ref": 143015 + }, + "15": { + "Dice": 0.2540628295034226, + "FN": 43709, + "FP": 860, + "IoU": 0.1455165934929734, + "TN": 135393351, + "TP": 7590, + "n_pred": 8450, + "n_ref": 51299 + }, + "2": { + "Dice": 0.14499993744969913, + "FN": 192153, + "FP": 12882, + "IoU": 0.0781670795473449, + "TN": 135223089, + "TP": 17386, + "n_pred": 30268, + "n_ref": 209539 + }, + "3": { + "Dice": 0.6153574507026743, + "FN": 64810, + "FP": 137782, + "IoU": 0.44441610653591007, + "TN": 135080863, + "TP": 162055, + "n_pred": 299837, + "n_ref": 226865 + }, + "4": { + "Dice": 0.770885738806191, + "FN": 10792, + "FP": 4692, + "IoU": 0.6271880191654828, + "TN": 135403977, + "TP": 26049, + "n_pred": 30741, + "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": 0.9188500847332879, + "FN": 151805, + "FP": 115013, + "IoU": 0.8498822149994008, + "TN": 133668119, + "TP": 1510573, + "n_pred": 1625586, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.5372233681456062, + "FN": 83590, + "FP": 115192, + "IoU": 0.36726274979150886, + "TN": 135131348, + "TP": 115380, + "n_pred": 230572, + "n_ref": 198970 + }, + "8": { + "Dice": 0.5874783811829817, + "FN": 145265, + "FP": 57477, + "IoU": 0.4159075325693016, + "TN": 135098404, + "TP": 144364, + "n_pred": 201841, + "n_ref": 289629 + }, + "9": { + "Dice": 0.5451893311860178, + "FN": 56734, + "FP": 12173, + "IoU": 0.3747493353416752, + "TN": 135335303, + "TP": 41300, + "n_pred": 53473, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4708455883084058, + "FN": 137830, + "FP": 128259, + "IoU": 0.3079123891664694, + "TN": 105369532, + "TP": 118384, + "n_pred": 246643, + "n_ref": 256214 + }, + "10": { + "Dice": 0.09276300578034682, + "FN": 57476, + "FP": 1381, + "IoU": 0.04863737755794782, + "TN": 105692139, + "TP": 3009, + "n_pred": 4390, + "n_ref": 60485 + }, + "11": { + "Dice": 0.3398328690807799, + "FN": 1920, + "FP": 213, + "IoU": 0.20469798657718122, + "TN": 105751323, + "TP": 549, + "n_pred": 762, + "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": 2.3525260248191496e-05, + "FN": 80901, + "FP": 4112, + "IoU": 1.1762768485190675e-05, + "TN": 105668991, + "TP": 1, + "n_pred": 4113, + "n_ref": 80902 + }, + "14": { + "Dice": 0.6370505973682762, + "FN": 104335, + "FP": 1141, + "IoU": 0.4674059037981842, + "TN": 105555963, + "TP": 92566, + "n_pred": 93707, + "n_ref": 196901 + }, + "15": { + "Dice": 0.1213344094700027, + "FN": 26128, + "FP": 0, + "IoU": 0.0645854217385078, + "TN": 105726073, + "TP": 1804, + "n_pred": 1804, + "n_ref": 27932 + }, + "2": { + "Dice": 0.09175029809220986, + "FN": 145503, + "FP": 747, + "IoU": 0.04808086593724168, + "TN": 105600368, + "TP": 7387, + "n_pred": 8134, + "n_ref": 152890 + }, + "3": { + "Dice": 0.3311070358547096, + "FN": 127586, + "FP": 49680, + "IoU": 0.1983992041240843, + "TN": 105532865, + "TP": 43874, + "n_pred": 93554, + "n_ref": 171460 + }, + "4": { + "Dice": 0.12213626060730945, + "FN": 37594, + "FP": 9269, + "IoU": 0.06504000159607366, + "TN": 105703882, + "TP": 3260, + "n_pred": 12529, + "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": 0.811236239537297, + "FN": 315847, + "FP": 252260, + "IoU": 0.6824200623524551, + "TN": 103965142, + "TP": 1220756, + "n_pred": 1473016, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.399027905156524, + "FN": 134811, + "FP": 267529, + "IoU": 0.24924101203371454, + "TN": 105218094, + "TP": 133571, + "n_pred": 401100, + "n_ref": 268382 + }, + "8": { + "Dice": 0.6898830345077298, + "FN": 35319, + "FP": 12644, + "IoU": 0.5265812539481997, + "TN": 105652693, + "TP": 53349, + "n_pred": 65993, + "n_ref": 88668 + }, + "9": { + "Dice": 0.33349110964767864, + "FN": 58602, + "FP": 6172, + "IoU": 0.2001136097012806, + "TN": 105673026, + "TP": 16205, + "n_pred": 22377, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6193847010271019, + "FN": 73004, + "FP": 148524, + "IoU": 0.44862946360792183, + "TN": 96736103, + "TP": 180249, + "n_pred": 328773, + "n_ref": 253253 + }, + "10": { + "Dice": 0.6135145331603146, + "FN": 38582, + "FP": 54641, + "IoU": 0.4424961875429836, + "TN": 96970665, + "TP": 73992, + "n_pred": 128633, + "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": 0.35105402249400774, + "FN": 32761, + "FP": 30593, + "IoU": 0.21289601192694746, + "TN": 97057390, + "TP": 17136, + "n_pred": 47729, + "n_ref": 49897 + }, + "14": { + "Dice": 0.7210061093893883, + "FN": 110218, + "FP": 9154, + "IoU": 0.5637291269977597, + "TN": 96864261, + "TP": 154247, + "n_pred": 163401, + "n_ref": 264465 + }, + "15": { + "Dice": 0.0, + "FN": 22372, + "FP": 18221, + "IoU": 0.0, + "TN": 97097287, + "TP": 0, + "n_pred": 18221, + "n_ref": 22372 + }, + "2": { + "Dice": 0.13376595509490152, + "FN": 127717, + "FP": 5502, + "IoU": 0.07167694505417929, + "TN": 96994375, + "TP": 10286, + "n_pred": 15788, + "n_ref": 138003 + }, + "3": { + "Dice": 0.5178528428737924, + "FN": 50935, + "FP": 149293, + "IoU": 0.3493936755091696, + "TN": 96830124, + "TP": 107528, + "n_pred": 256821, + "n_ref": 158463 + }, + "4": { + "Dice": 0.6678029899506409, + "FN": 8690, + "FP": 10020, + "IoU": 0.5012794540995842, + "TN": 97100364, + "TP": 18806, + "n_pred": 28826, + "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": 0.7863967551440583, + "FN": 288390, + "FP": 369998, + "IoU": 0.647985046577068, + "TN": 95267539, + "TP": 1211953, + "n_pred": 1581951, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.5841834758669779, + "FN": 114728, + "FP": 83893, + "IoU": 0.41261241545736566, + "TN": 96799737, + "TP": 139522, + "n_pred": 223415, + "n_ref": 254250 + }, + "8": { + "Dice": 0.6273994905595967, + "FN": 44434, + "FP": 54889, + "IoU": 0.45708819590587335, + "TN": 96954935, + "TP": 83622, + "n_pred": 138511, + "n_ref": 128056 + }, + "9": { + "Dice": 0.4133051027556297, + "FN": 42325, + "FP": 32214, + "IoU": 0.260481774708812, + "TN": 97037086, + "TP": 26255, + "n_pred": 58469, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.621839945056742, + "FN": 21397, + "FP": 163611, + "IoU": 0.45121025154247746, + "TN": 130429672, + "TP": 152112, + "n_pred": 315723, + "n_ref": 173509 + }, + "10": { + "Dice": 0.1839822045894441, + "FN": 67695, + "FP": 17046, + "IoU": 0.10131079389993, + "TN": 130672498, + "TP": 9553, + "n_pred": 26599, + "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": 0.0784706464003651, + "FN": 58272, + "FP": 14421, + "IoU": 0.04083759961999261, + "TN": 130691004, + "TP": 3095, + "n_pred": 17516, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9002351315361368, + "FN": 25233, + "FP": 4510, + "IoU": 0.8185705484423894, + "TN": 130602855, + "TP": 134194, + "n_pred": 138704, + "n_ref": 159427 + }, + "15": { + "Dice": 0.44975061020906293, + "FN": 20314, + "FP": 426, + "IoU": 0.29011500547645125, + "TN": 130737576, + "TP": 8476, + "n_pred": 8902, + "n_ref": 28790 + }, + "2": { + "Dice": 0.10649817539984191, + "FN": 156496, + "FP": 8532, + "IoU": 0.056244031041443876, + "TN": 130591929, + "TP": 9835, + "n_pred": 18367, + "n_ref": 166331 + }, + "3": { + "Dice": 0.41366338843106937, + "FN": 75219, + "FP": 182276, + "IoU": 0.2607664636964691, + "TN": 130418465, + "TP": 90832, + "n_pred": 273108, + "n_ref": 166051 + }, + "4": { + "Dice": 0.65404811332275, + "FN": 13868, + "FP": 3130, + "IoU": 0.48593721647613863, + "TN": 130733726, + "TP": 16068, + "n_pred": 19198, + "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": 0.8961487686754117, + "FN": 166471, + "FP": 104850, + "IoU": 0.8118383557900825, + "TN": 129324835, + "TP": 1170636, + "n_pred": 1275486, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.7243421117207668, + "FN": 150372, + "FP": 74298, + "IoU": 0.5678184710619004, + "TN": 130246941, + "TP": 295181, + "n_pred": 369479, + "n_ref": 445553 + }, + "8": { + "Dice": 0.7108610557556043, + "FN": 55606, + "FP": 86439, + "IoU": 0.5514231487066448, + "TN": 130450135, + "TP": 174612, + "n_pred": 261051, + "n_ref": 230218 + }, + "9": { + "Dice": 0.45474698112539397, + "FN": 69925, + "FP": 7062, + "IoU": 0.29428642142798217, + "TN": 130657701, + "TP": 32104, + "n_pred": 39166, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5548510846789746, + "FN": 67781, + "FP": 145728, + "IoU": 0.383940422192214, + "TN": 71889436, + "TP": 133063, + "n_pred": 278791, + "n_ref": 200844 + }, + "10": { + "Dice": 0.1515973655755431, + "FN": 54952, + "FP": 31356, + "IoU": 0.08201533732543421, + "TN": 72141989, + "TP": 7711, + "n_pred": 39067, + "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": 0.07109333894559612, + "FN": 67060, + "FP": 21214, + "IoU": 0.03685680617989787, + "TN": 72144356, + "TP": 3378, + "n_pred": 24592, + "n_ref": 70438 + }, + "14": { + "Dice": 0.3209143535698382, + "FN": 48982, + "FP": 56243, + "IoU": 0.19112446958981613, + "TN": 72105920, + "TP": 24863, + "n_pred": 81106, + "n_ref": 73845 + }, + "15": { + "Dice": 0.10278414674091058, + "FN": 26747, + "FP": 645, + "IoU": 0.054176306066779464, + "TN": 72207047, + "TP": 1569, + "n_pred": 2214, + "n_ref": 28316 + }, + "2": { + "Dice": 0.1924223624399452, + "FN": 110934, + "FP": 26397, + "IoU": 0.10645316607240454, + "TN": 72082316, + "TP": 16361, + "n_pred": 42758, + "n_ref": 127295 + }, + "3": { + "Dice": 0.4548398675544765, + "FN": 111857, + "FP": 23316, + "IoU": 0.294364226725551, + "TN": 72044446, + "TP": 56389, + "n_pred": 79705, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8089, + "IoU": 0.0, + "TN": 72227919, + "TP": 0, + "n_pred": 8089, + "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": 0.5508433773121713, + "FN": 295079, + "FP": 1689140, + "IoU": 0.380113073140771, + "TN": 69035071, + "TP": 1216718, + "n_pred": 2905858, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.18728178225191855, + "FN": 233591, + "FP": 683529, + "IoU": 0.10331544109739046, + "TN": 71213218, + "TP": 105670, + "n_pred": 789199, + "n_ref": 339261 + }, + "8": { + "Dice": 0.6428291661622384, + "FN": 22445, + "FP": 27710, + "IoU": 0.4736538320267817, + "TN": 72140719, + "TP": 45134, + "n_pred": 72844, + "n_ref": 67579 + }, + "9": { + "Dice": 0.0302327040080286, + "FN": 48656, + "FP": 13188, + "IoU": 0.015348363265826009, + "TN": 72173200, + "TP": 964, + "n_pred": 14152, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.008676500968140644, + "FN": 87753, + "FP": 195368, + "IoU": 0.004357152904768603, + "TN": 52268760, + "TP": 1239, + "n_pred": 196607, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0011014615547553484, + "FN": 47158, + "FP": 0, + "IoU": 0.0005510342488979315, + "TN": 52505936, + "TP": 26, + "n_pred": 26, + "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": 0.2164447325005892, + "FN": 48490, + "FP": 4704, + "IoU": 0.12135577542491865, + "TN": 52492579, + "TP": 7347, + "n_pred": 12051, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 0, + "IoU": 0.0, + "TN": 52527851, + "TP": 0, + "n_pred": 0, + "n_ref": 25269 + }, + "2": { + "Dice": 0.16081685492194744, + "FN": 121287, + "FP": 22622, + "IoU": 0.08743928267955206, + "TN": 52395422, + "TP": 13789, + "n_pred": 36411, + "n_ref": 135076 + }, + "3": { + "Dice": 0.007125824876615095, + "FN": 142579, + "FP": 657, + "IoU": 0.0035756521739130436, + "TN": 52409370, + "TP": 514, + "n_pred": 1171, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 1762, + "IoU": 0.0, + "TN": 52549478, + "TP": 0, + "n_pred": 1762, + "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": 0.7786390966875419, + "FN": 149611, + "FP": 204738, + "IoU": 0.6375176203657671, + "TN": 51575558, + "TP": 623213, + "n_pred": 827951, + "n_ref": 772824 + }, + "7": { + "Dice": 0.20628477055350916, + "FN": 170019, + "FP": 7320, + "IoU": 0.11500419195145321, + "TN": 52352736, + "TP": 23045, + "n_pred": 30365, + "n_ref": 193064 + }, + "8": { + "Dice": 0.5191147321966337, + "FN": 35830, + "FP": 8083, + "IoU": 0.35054351845004805, + "TN": 52485505, + "TP": 23702, + "n_pred": 31785, + "n_ref": 59532 + }, + "9": { + "Dice": 0.49259106571977507, + "FN": 46426, + "FP": 18807, + "IoU": 0.32677998286840665, + "TN": 52456223, + "TP": 31664, + "n_pred": 50471, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6081803215097022, + "FN": 58329, + "FP": 243686, + "IoU": 0.4369677558873097, + "TN": 143600842, + "TP": 234393, + "n_pred": 478079, + "n_ref": 292722 + }, + "10": { + "Dice": 0.5566443965995606, + "FN": 48122, + "FP": 31776, + "IoU": 0.3856599131136827, + "TN": 144007195, + "TP": 50157, + "n_pred": 81933, + "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": 0.29732401425707283, + "FN": 82946, + "FP": 17992, + "IoU": 0.17462160548845804, + "TN": 144014957, + "TP": 21355, + "n_pred": 39347, + "n_ref": 104301 + }, + "14": { + "Dice": 0.4705054961282522, + "FN": 282645, + "FP": 4206, + "IoU": 0.30762156708456234, + "TN": 143722952, + "TP": 127447, + "n_pred": 131653, + "n_ref": 410092 + }, + "15": { + "Dice": 0.3970070723290854, + "FN": 16856, + "FP": 793, + "IoU": 0.24766614092672323, + "TN": 144113791, + "TP": 5810, + "n_pred": 6603, + "n_ref": 22666 + }, + "2": { + "Dice": 0.052645003315819006, + "FN": 133393, + "FP": 33746, + "IoU": 0.027034106983810972, + "TN": 143965467, + "TP": 4644, + "n_pred": 38390, + "n_ref": 138037 + }, + "3": { + "Dice": 0.5850500698916107, + "FN": 46542, + "FP": 134538, + "IoU": 0.4134775778580336, + "TN": 143828515, + "TP": 127655, + "n_pred": 262193, + "n_ref": 174197 + }, + "4": { + "Dice": 0.7298200622214748, + "FN": 16451, + "FP": 9255, + "IoU": 0.5745800579230451, + "TN": 144076825, + "TP": 34719, + "n_pred": 43974, + "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": 0.7834212743540345, + "FN": 198630, + "FP": 442717, + "IoU": 0.6439544419437897, + "TN": 142335944, + "TP": 1159959, + "n_pred": 1602676, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.42067055877098514, + "FN": 148868, + "FP": 127095, + "IoU": 0.26636023352013527, + "TN": 143761094, + "TP": 100193, + "n_pred": 227288, + "n_ref": 249061 + }, + "8": { + "Dice": 0.6824260450100699, + "FN": 46480, + "FP": 123504, + "IoU": 0.5179413591362965, + "TN": 143784629, + "TP": 182637, + "n_pred": 306141, + "n_ref": 229117 + }, + "9": { + "Dice": 0.41046399034874675, + "FN": 68602, + "FP": 5676, + "IoU": 0.2582288088200048, + "TN": 144037114, + "TP": 25858, + "n_pred": 31534, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6225806451612903, + "FN": 77561, + "FP": 87877, + "IoU": 0.4519906323185012, + "TN": 111477031, + "TP": 136451, + "n_pred": 224328, + "n_ref": 214012 + }, + "10": { + "Dice": 0.16267790129575868, + "FN": 41407, + "FP": 5895, + "IoU": 0.08854076343526601, + "TN": 111727023, + "TP": 4595, + "n_pred": 10490, + "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": 0.27111216956418194, + "FN": 44405, + "FP": 1504, + "IoU": 0.15681304755082925, + "TN": 111724473, + "TP": 8538, + "n_pred": 10042, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8241709668797927, + "FN": 11799, + "FP": 22411, + "IoU": 0.7009275529561926, + "TN": 111664533, + "TP": 80177, + "n_pred": 102588, + "n_ref": 91976 + }, + "15": { + "Dice": 0.03334283271587347, + "FN": 10498, + "FP": 3070, + "IoU": 0.01695406462831474, + "TN": 111765118, + "TP": 234, + "n_pred": 3304, + "n_ref": 10732 + }, + "2": { + "Dice": 0.4224300198076799, + "FN": 150540, + "FP": 1961, + "IoU": 0.26777260287127286, + "TN": 111570650, + "TP": 55769, + "n_pred": 57730, + "n_ref": 206309 + }, + "3": { + "Dice": 0.2688009773274406, + "FN": 40996, + "FP": 81104, + "IoU": 0.15526867437371578, + "TN": 111634377, + "TP": 22443, + "n_pred": 103547, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8046291132180703, + "FN": 4252, + "FP": 2754, + "IoU": 0.673120888349741, + "TN": 111757487, + "TP": 14427, + "n_pred": 17181, + "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": 0.8413876423092135, + "FN": 321038, + "FP": 23459, + "IoU": 0.7262028897966969, + "TN": 110520700, + "TP": 913723, + "n_pred": 937182, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.28778747847146624, + "FN": 192524, + "FP": 34503, + "IoU": 0.1680792978984591, + "TN": 111506025, + "TP": 45868, + "n_pred": 80371, + "n_ref": 238392 + }, + "8": { + "Dice": 0.3811909703491721, + "FN": 193862, + "FP": 76862, + "IoU": 0.23547618240762705, + "TN": 111424812, + "TP": 83384, + "n_pred": 160246, + "n_ref": 277246 + }, + "9": { + "Dice": 0.44483473186325073, + "FN": 56404, + "FP": 3339, + "IoU": 0.28603695116996103, + "TN": 111695242, + "TP": 23935, + "n_pred": 27274, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3693037751796028, + "FN": 81510, + "FP": 205038, + "IoU": 0.22647000070186427, + "TN": 198717433, + "TP": 83894, + "n_pred": 288932, + "n_ref": 165404 + }, + "10": { + "Dice": 0.2319199422263489, + "FN": 54135, + "FP": 5425, + "IoU": 0.1311704983078539, + "TN": 199019323, + "TP": 8992, + "n_pred": 14417, + "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": 50, + "IoU": 0.0, + "TN": 199052231, + "TP": 0, + "n_pred": 50, + "n_ref": 35594 + }, + "14": { + "Dice": 0.3221498989583217, + "FN": 32521, + "FP": 28192, + "IoU": 0.19200159701889805, + "TN": 199012735, + "TP": 14427, + "n_pred": 42619, + "n_ref": 46948 + }, + "15": { + "Dice": 0.15106046555071487, + "FN": 127245, + "FP": 0, + "IoU": 0.08170113880749967, + "TN": 198949309, + "TP": 11321, + "n_pred": 11321, + "n_ref": 138566 + }, + "2": { + "Dice": 0.6287477485457821, + "FN": 23109, + "FP": 102623, + "IoU": 0.45852085047006685, + "TN": 198855674, + "TP": 106469, + "n_pred": 209092, + "n_ref": 129578 + }, + "3": { + "Dice": 0.061602596958824536, + "FN": 134324, + "FP": 2987, + "IoU": 0.031780168948934547, + "TN": 198946057, + "TP": 4507, + "n_pred": 7494, + "n_ref": 138831 + }, + "4": { + "Dice": 0.5180824840881498, + "FN": 10079, + "FP": 3020, + "IoU": 0.34960278053624627, + "TN": 199067735, + "TP": 7041, + "n_pred": 10061, + "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": 0.8262106283447703, + "FN": 203303, + "FP": 197070, + "IoU": 0.7038832079214364, + "TN": 197735797, + "TP": 951705, + "n_pred": 1148775, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.4734967541051024, + "FN": 91699, + "FP": 51691, + "IoU": 0.31018391567685105, + "TN": 198880008, + "TP": 64477, + "n_pred": 116168, + "n_ref": 156176 + }, + "8": { + "Dice": 0.6524206990996351, + "FN": 13068, + "FP": 99116, + "IoU": 0.4841427132813111, + "TN": 198870404, + "TP": 105287, + "n_pred": 204403, + "n_ref": 118355 + }, + "9": { + "Dice": 0.5268013908493132, + "FN": 65144, + "FP": 3581, + "IoU": 0.3575902037764068, + "TN": 198980895, + "TP": 38255, + "n_pred": 41836, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.702244939316836, + "FN": 28438, + "FP": 103798, + "IoU": 0.5411228671665979, + "TN": 130787019, + "TP": 155937, + "n_pred": 259735, + "n_ref": 184375 + }, + "10": { + "Dice": 0.34686232080064916, + "FN": 57074, + "FP": 39512, + "IoU": 0.20982058854810076, + "TN": 130952959, + "TP": 25647, + "n_pred": 65159, + "n_ref": 82721 + }, + "11": { + "Dice": 0.01451378809869376, + "FN": 4041, + "FP": 33, + "IoU": 0.007309941520467836, + "TN": 131071088, + "TP": 30, + "n_pred": 63, + "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": 0.1550070341475892, + "FN": 81068, + "FP": 18037, + "IoU": 0.084014972965479, + "TN": 130966997, + "TP": 9090, + "n_pred": 27127, + "n_ref": 90158 + }, + "14": { + "Dice": 0.40644145455088165, + "FN": 29380, + "FP": 50161, + "IoU": 0.25505272819225655, + "TN": 130968418, + "TP": 27233, + "n_pred": 77394, + "n_ref": 56613 + }, + "15": { + "Dice": 0.4718551150269212, + "FN": 16975, + "FP": 6763, + "IoU": 0.30877642536835365, + "TN": 131040850, + "TP": 10604, + "n_pred": 17367, + "n_ref": 27579 + }, + "2": { + "Dice": 0.08636113689712464, + "FN": 152953, + "FP": 1568, + "IoU": 0.04512927625074155, + "TN": 130913368, + "TP": 7303, + "n_pred": 8871, + "n_ref": 160256 + }, + "3": { + "Dice": 0.44770771610737736, + "FN": 103103, + "FP": 111462, + "IoU": 0.28841714975524985, + "TN": 130773660, + "TP": 86967, + "n_pred": 198429, + "n_ref": 190070 + }, + "4": { + "Dice": 0.0025158815019812567, + "FN": 72980, + "FP": 6315, + "IoU": 0.0012595251590150514, + "TN": 130995797, + "TP": 100, + "n_pred": 6415, + "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": 0.7167437861892841, + "FN": 164023, + "FP": 866607, + "IoU": 0.5585352157079101, + "TN": 128740623, + "TP": 1303939, + "n_pred": 2170546, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.34188850307070356, + "FN": 462444, + "FP": 749211, + "IoU": 0.20619150383062693, + "TN": 129548810, + "TP": 314727, + "n_pred": 1063938, + "n_ref": 777171 + }, + "8": { + "Dice": 0.6716913283281094, + "FN": 59075, + "FP": 8486, + "IoU": 0.5056741272965399, + "TN": 130938519, + "TP": 69112, + "n_pred": 77598, + "n_ref": 128187 + }, + "9": { + "Dice": 0.2781194101576057, + "FN": 49917, + "FP": 31200, + "IoU": 0.16152073018202867, + "TN": 130978449, + "TP": 15626, + "n_pred": 46826, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5614060860835974, + "FN": 66499, + "FP": 166372, + "IoU": 0.3902463931292713, + "TN": 101235290, + "TP": 149039, + "n_pred": 315411, + "n_ref": 215538 + }, + "10": { + "Dice": 0.22523619567499475, + "FN": 35095, + "FP": 38709, + "IoU": 0.1269105190933611, + "TN": 101532668, + "TP": 10728, + "n_pred": 49437, + "n_ref": 45823 + }, + "11": { + "Dice": 0.1713235294117647, + "FN": 4493, + "FP": 15, + "IoU": 0.09368717330116606, + "TN": 101612226, + "TP": 466, + "n_pred": 481, + "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": 0.4258647756184702, + "FN": 36483, + "FP": 27153, + "IoU": 0.27053887685271155, + "TN": 101529963, + "TP": 23601, + "n_pred": 50754, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8132734538652403, + "FN": 9163, + "FP": 14994, + "IoU": 0.68530821739357, + "TN": 101540436, + "TP": 52607, + "n_pred": 67601, + "n_ref": 61770 + }, + "15": { + "Dice": 0.5126955217484466, + "FN": 14124, + "FP": 22264, + "IoU": 0.3447145687016027, + "TN": 101561670, + "TP": 19142, + "n_pred": 41406, + "n_ref": 33266 + }, + "2": { + "Dice": 0.13146071922822358, + "FN": 159234, + "FP": 13984, + "IoU": 0.07035480633509905, + "TN": 101430873, + "TP": 13109, + "n_pred": 27093, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6160037512348574, + "FN": 37662, + "FP": 131036, + "IoU": 0.4450906220190125, + "TN": 101313190, + "TP": 135312, + "n_pred": 266348, + "n_ref": 172974 + }, + "4": { + "Dice": 0.24904475766175702, + "FN": 8359, + "FP": 39006, + "IoU": 0.142233651460548, + "TN": 101561981, + "TP": 7854, + "n_pred": 46860, + "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": 0.8088631933748669, + "FN": 307429, + "FP": 272115, + "IoU": 0.6790682555319836, + "TN": 99811383, + "TP": 1226273, + "n_pred": 1498388, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.7415295605765784, + "FN": 98954, + "FP": 130316, + "IoU": 0.5892308133326645, + "TN": 101059052, + "TP": 328878, + "n_pred": 459194, + "n_ref": 427832 + }, + "8": { + "Dice": 0.6475244888850608, + "FN": 66552, + "FP": 113508, + "IoU": 0.47876984356726837, + "TN": 101271748, + "TP": 165392, + "n_pred": 278900, + "n_ref": 231944 + }, + "9": { + "Dice": 0.543317577641722, + "FN": 46744, + "FP": 10840, + "IoU": 0.3729828611250245, + "TN": 101525362, + "TP": 34254, + "n_pred": 45094, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5861565338267477, + "FN": 86774, + "FP": 89472, + "IoU": 0.414583755451553, + "TN": 118881151, + "TP": 124815, + "n_pred": 214287, + "n_ref": 211589 + }, + "10": { + "Dice": 0.07520947327369205, + "FN": 77566, + "FP": 687, + "IoU": 0.039074108184441576, + "TN": 119100777, + "TP": 3182, + "n_pred": 3869, + "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": 0.06155167477812768, + "FN": 31785, + "FP": 7551, + "IoU": 0.031753064539949784, + "TN": 119141586, + "TP": 1290, + "n_pred": 8841, + "n_ref": 33075 + }, + "14": { + "Dice": 0.06525522041763342, + "FN": 62942, + "FP": 20856, + "IoU": 0.033728076750112426, + "TN": 119095489, + "TP": 2925, + "n_pred": 23781, + "n_ref": 65867 + }, + "15": { + "Dice": 0.12422023325196636, + "FN": 19346, + "FP": 28, + "IoU": 0.06622325043377675, + "TN": 119161464, + "TP": 1374, + "n_pred": 1402, + "n_ref": 20720 + }, + "2": { + "Dice": 0.17205596901649448, + "FN": 174783, + "FP": 5217, + "IoU": 0.09412540324001148, + "TN": 118983509, + "TP": 18703, + "n_pred": 23920, + "n_ref": 193486 + }, + "3": { + "Dice": 0.5386267266010301, + "FN": 108209, + "FP": 43903, + "IoU": 0.3685757338015716, + "TN": 118941309, + "TP": 88791, + "n_pred": 132694, + "n_ref": 197000 + }, + "4": { + "Dice": 0.014048475913801328, + "FN": 43013, + "FP": 2465, + "IoU": 0.007073926902755338, + "TN": 119136410, + "TP": 324, + "n_pred": 2789, + "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": 0.834721832142598, + "FN": 232080, + "FP": 364636, + "IoU": 0.7163283885060695, + "TN": 117078667, + "TP": 1506829, + "n_pred": 1871465, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.3309177653847394, + "FN": 194972, + "FP": 220140, + "IoU": 0.19826330813533527, + "TN": 118664446, + "TP": 102654, + "n_pred": 322794, + "n_ref": 297626 + }, + "8": { + "Dice": 0.553304559128238, + "FN": 41975, + "FP": 22916, + "IoU": 0.3824609821088694, + "TN": 119077132, + "TP": 40189, + "n_pred": 63105, + "n_ref": 82164 + }, + "9": { + "Dice": 0.044667051663631115, + "FN": 83510, + "FP": 2512, + "IoU": 0.022843706337396203, + "TN": 119094179, + "TP": 2011, + "n_pred": 4523, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 137901, + "IoU": 0.0, + "TN": 61194579, + "TP": 0, + "n_pred": 137901, + "n_ref": 0 + }, + "10": { + "Dice": 0.0023347854559949885, + "FN": 34387, + "FP": 652, + "IoU": 0.0011687571265678448, + "TN": 61297400, + "TP": 41, + "n_pred": 693, + "n_ref": 34428 + }, + "11": { + "Dice": 0.008217770929635337, + "FN": 3848, + "FP": 14, + "IoU": 0.0041258380608561115, + "TN": 61328602, + "TP": 16, + "n_pred": 30, + "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": 0.02916567928689914, + "FN": 51896, + "FP": 1363, + "IoU": 0.014798645923897963, + "TN": 61278421, + "TP": 800, + "n_pred": 2163, + "n_ref": 52696 + }, + "14": { + "Dice": 0.3529725827099373, + "FN": 212398, + "FP": 892, + "IoU": 0.2143088688169508, + "TN": 61061012, + "TP": 58178, + "n_pred": 59070, + "n_ref": 270576 + }, + "15": { + "Dice": 0.5064623127073087, + "FN": 62804, + "FP": 6236, + "IoU": 0.3391024659212743, + "TN": 61228016, + "TP": 35424, + "n_pred": 41660, + "n_ref": 98228 + }, + "2": { + "Dice": 0.0052064008808990914, + "FN": 160507, + "FP": 5725, + "IoU": 0.00260999478001044, + "TN": 61165813, + "TP": 435, + "n_pred": 6160, + "n_ref": 160942 + }, + "3": { + "Dice": 0.22116494618346333, + "FN": 112073, + "FP": 4644, + "IoU": 0.12433134017060672, + "TN": 61199191, + "TP": 16572, + "n_pred": 21216, + "n_ref": 128645 + }, + "4": { + "Dice": 0.6840621403912543, + "FN": 18411, + "FP": 3553, + "IoU": 0.5198286039088802, + "TN": 61286738, + "TP": 23778, + "n_pred": 27331, + "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": 0.8351754834397896, + "FN": 158881, + "FP": 254459, + "IoU": 0.7169968279051233, + "TN": 59871931, + "TP": 1047209, + "n_pred": 1301668, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.2425938566552901, + "FN": 142032, + "FP": 246328, + "IoU": 0.13804086071622776, + "TN": 60881925, + "TP": 62195, + "n_pred": 308523, + "n_ref": 204227 + }, + "8": { + "Dice": 0.3799587081551394, + "FN": 56448, + "FP": 27642, + "IoU": 0.23453643439078786, + "TN": 61222625, + "TP": 25765, + "n_pred": 53407, + "n_ref": 82213 + }, + "9": { + "Dice": 0.44051347414420977, + "FN": 39181, + "FP": 22273, + "IoU": 0.28247340829217604, + "TN": 61246833, + "TP": 24193, + "n_pred": 46466, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.605461938421466, + "FN": 24902, + "FP": 173525, + "IoU": 0.43416666429033796, + "TN": 148756819, + "TP": 152254, + "n_pred": 325779, + "n_ref": 177156 + }, + "10": { + "Dice": 0.05982493473444047, + "FN": 70075, + "FP": 15637, + "IoU": 0.030834812695756397, + "TN": 149019061, + "TP": 2727, + "n_pred": 18364, + "n_ref": 72802 + }, + "11": { + "Dice": 0.01524390243902439, + "FN": 2584, + "FP": 0, + "IoU": 0.007680491551459293, + "TN": 149104896, + "TP": 20, + "n_pred": 20, + "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": 0.02699914015477214, + "FN": 83111, + "FP": 7417, + "IoU": 0.013684302274906301, + "TN": 149015716, + "TP": 1256, + "n_pred": 8673, + "n_ref": 84367 + }, + "14": { + "Dice": 0.6534384449454397, + "FN": 25968, + "FP": 45205, + "IoU": 0.4852644444605159, + "TN": 148969229, + "TP": 67098, + "n_pred": 112303, + "n_ref": 93066 + }, + "15": { + "Dice": 0.47741958516297167, + "FN": 24670, + "FP": 4606, + "IoU": 0.313559520739056, + "TN": 149064851, + "TP": 13373, + "n_pred": 17979, + "n_ref": 38043 + }, + "2": { + "Dice": 0.3658424777239779, + "FN": 118697, + "FP": 14107, + "IoU": 0.2238722232936515, + "TN": 148936389, + "TP": 38307, + "n_pred": 52414, + "n_ref": 157004 + }, + "3": { + "Dice": 0.22608936730591855, + "FN": 38883, + "FP": 106274, + "IoU": 0.12745251262322674, + "TN": 148941140, + "TP": 21203, + "n_pred": 127477, + "n_ref": 60086 + }, + "4": { + "Dice": 0.8562630917469627, + "FN": 5394, + "FP": 1468, + "IoU": 0.7486538954617047, + "TN": 149080199, + "TP": 20439, + "n_pred": 21907, + "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": 0.852904282466385, + "FN": 254102, + "FP": 39762, + "IoU": 0.7435336645665677, + "TN": 147961681, + "TP": 851955, + "n_pred": 891717, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.24866482850925087, + "FN": 227199, + "FP": 62464, + "IoU": 0.14198585887907772, + "TN": 148769903, + "TP": 47934, + "n_pred": 110398, + "n_ref": 275133 + }, + "8": { + "Dice": 0.6363864575044523, + "FN": 94708, + "FP": 58830, + "IoU": 0.46669121248224193, + "TN": 148819603, + "TP": 134359, + "n_pred": 193189, + "n_ref": 229067 + }, + "9": { + "Dice": 0.4308683061762545, + "FN": 57580, + "FP": 21428, + "IoU": 0.2745902768213745, + "TN": 148998585, + "TP": 29907, + "n_pred": 51335, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.42337651111789615, + "FN": 363267, + "FP": 50326, + "IoU": 0.2685336823302619, + "TN": 100147370, + "TP": 151837, + "n_pred": 202163, + "n_ref": 515104 + }, + "10": { + "Dice": 0.1904479247522944, + "FN": 34300, + "FP": 1160, + "IoU": 0.10524589336630416, + "TN": 100673169, + "TP": 4171, + "n_pred": 5331, + "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": 401, + "IoU": 0.0, + "TN": 100673244, + "TP": 0, + "n_pred": 401, + "n_ref": 39155 + }, + "14": { + "Dice": 0.2539526070503447, + "FN": 130709, + "FP": 5520, + "IoU": 0.1454442806511307, + "TN": 100553385, + "TP": 23186, + "n_pred": 28706, + "n_ref": 153895 + }, + "15": { + "Dice": 0.5953446669608646, + "FN": 52770, + "FP": 4999, + "IoU": 0.4238368323941555, + "TN": 100612535, + "TP": 42496, + "n_pred": 47495, + "n_ref": 95266 + }, + "2": { + "Dice": 0.0, + "FN": 233156, + "FP": 5625, + "IoU": 0.0, + "TN": 100474019, + "TP": 0, + "n_pred": 5625, + "n_ref": 233156 + }, + "3": { + "Dice": 0.13311916474249574, + "FN": 206707, + "FP": 17803, + "IoU": 0.07130565713056572, + "TN": 100471052, + "TP": 17238, + "n_pred": 35041, + "n_ref": 223945 + }, + "4": { + "Dice": 0.0, + "FN": 57652, + "FP": 612, + "IoU": 0.0, + "TN": 100654536, + "TP": 0, + "n_pred": 612, + "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": 0.47025730114067066, + "FN": 1232841, + "FP": 671486, + "IoU": 0.307409410413479, + "TN": 97963229, + "TP": 845244, + "n_pred": 1516730, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.26222409282023024, + "FN": 111864, + "FP": 228202, + "IoU": 0.150896379525593, + "TN": 100312300, + "TP": 60434, + "n_pred": 288636, + "n_ref": 172298 + }, + "8": { + "Dice": 0.4505353733110966, + "FN": 59400, + "FP": 54265, + "IoU": 0.290768414812966, + "TN": 100552535, + "TP": 46600, + "n_pred": 100865, + "n_ref": 106000 + }, + "9": { + "Dice": 0.22943312805937155, + "FN": 87325, + "FP": 10275, + "IoU": 0.12958173548559707, + "TN": 100600670, + "TP": 14530, + "n_pred": 24805, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5592742194011668, + "FN": 16773, + "FP": 79463, + "IoU": 0.38818922166347736, + "TN": 78793403, + "TP": 61061, + "n_pred": 140524, + "n_ref": 77834 + }, + "10": { + "Dice": 0.041340810219528755, + "FN": 38122, + "FP": 1, + "IoU": 0.02110668892027218, + "TN": 78911755, + "TP": 822, + "n_pred": 823, + "n_ref": 38944 + }, + "11": { + "Dice": 0.26770775237032907, + "FN": 1128, + "FP": 185, + "IoU": 0.15453960077269802, + "TN": 78949147, + "TP": 240, + "n_pred": 425, + "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": 0.47088460088425815, + "FN": 13530, + "FP": 17346, + "IoU": 0.3079457581530875, + "TN": 78906085, + "TP": 13739, + "n_pred": 31085, + "n_ref": 27269 + }, + "15": { + "Dice": 0.809413758570218, + "FN": 17091, + "FP": 2701, + "IoU": 0.6798447104496926, + "TN": 78888880, + "TP": 42028, + "n_pred": 44729, + "n_ref": 59119 + }, + "2": { + "Dice": 0.3455489429861504, + "FN": 75096, + "FP": 19696, + "IoU": 0.20886017843878582, + "TN": 78830883, + "TP": 25025, + "n_pred": 44721, + "n_ref": 100121 + }, + "3": { + "Dice": 0.3292406623796355, + "FN": 64914, + "FP": 15612, + "IoU": 0.1970604951689617, + "TN": 78850411, + "TP": 19763, + "n_pred": 35375, + "n_ref": 84677 + }, + "4": { + "Dice": 0.07428571428571429, + "FN": 16465, + "FP": 59, + "IoU": 0.03857566765578635, + "TN": 78933513, + "TP": 663, + "n_pred": 722, + "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": 0.7472185045832176, + "FN": 263229, + "FP": 37083, + "IoU": 0.596447590674724, + "TN": 78206529, + "TP": 443859, + "n_pred": 480942, + "n_ref": 707088 + }, + "7": { + "Dice": 0.026855099820585187, + "FN": 710770, + "FP": 38826, + "IoU": 0.013610302932209033, + "TN": 78190761, + "TP": 10343, + "n_pred": 49169, + "n_ref": 721113 + }, + "8": { + "Dice": 0.3802844473581178, + "FN": 247577, + "FP": 24669, + "IoU": 0.23478471064739992, + "TN": 78594923, + "TP": 83531, + "n_pred": 108200, + "n_ref": 331108 + }, + "9": { + "Dice": 0.23776883781838773, + "FN": 46971, + "FP": 17638, + "IoU": 0.13492488552071338, + "TN": 78876014, + "TP": 10077, + "n_pred": 27715, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6219850565828329, + "FN": 22667, + "FP": 129921, + "IoU": 0.45136307088256233, + "TN": 104726318, + "TP": 125534, + "n_pred": 255455, + "n_ref": 148201 + }, + "10": { + "Dice": 0.4615878718597752, + "FN": 44836, + "FP": 54073, + "IoU": 0.300041753062481, + "TN": 104863133, + "TP": 42398, + "n_pred": 96471, + "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": 0.4003523645053814, + "FN": 54867, + "FP": 13885, + "IoU": 0.2502753454085472, + "TN": 104912737, + "TP": 22951, + "n_pred": 36836, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9023808650354012, + "FN": 8587, + "FP": 4718, + "IoU": 0.8221256684491979, + "TN": 104929640, + "TP": 61495, + "n_pred": 66213, + "n_ref": 70082 + }, + "15": { + "Dice": 0.43009270859433724, + "FN": 17494, + "FP": 702, + "IoU": 0.2739605777671375, + "TN": 104979378, + "TP": 6866, + "n_pred": 7568, + "n_ref": 24360 + }, + "2": { + "Dice": 0.20408333246572063, + "FN": 151148, + "FP": 1746, + "IoU": 0.11363741767925054, + "TN": 104831944, + "TP": 19602, + "n_pred": 21348, + "n_ref": 170750 + }, + "3": { + "Dice": 0.5710089381203332, + "FN": 35548, + "FP": 141748, + "IoU": 0.39958888012164273, + "TN": 104709149, + "TP": 117995, + "n_pred": 259743, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 9057, + "IoU": 0.0, + "TN": 104995383, + "TP": 0, + "n_pred": 9057, + "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": 0.8016549066813301, + "FN": 125699, + "FP": 423658, + "IoU": 0.6689683223563299, + "TN": 103344910, + "TP": 1110173, + "n_pred": 1533831, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.41708107802769107, + "FN": 126722, + "FP": 162221, + "IoU": 0.2634885920170884, + "TN": 104612127, + "TP": 103370, + "n_pred": 265591, + "n_ref": 230092 + }, + "8": { + "Dice": 0.6370529305994167, + "FN": 155374, + "FP": 84828, + "IoU": 0.4674084158525607, + "TN": 104553434, + "TP": 210804, + "n_pred": 295632, + "n_ref": 366178 + }, + "9": { + "Dice": 0.2910338555661196, + "FN": 75953, + "FP": 9800, + "IoU": 0.17029819842483115, + "TN": 104901086, + "TP": 17601, + "n_pred": 27401, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4995972056526498, + "FN": 255637, + "FP": 69853, + "IoU": 0.3329753900318255, + "TN": 177188315, + "TP": 162483, + "n_pred": 232336, + "n_ref": 418120 + }, + "10": { + "Dice": 0.08694065139121634, + "FN": 66721, + "FP": 43341, + "IoU": 0.045445872578099254, + "TN": 177560986, + "TP": 5240, + "n_pred": 48581, + "n_ref": 71961 + }, + "11": { + "Dice": 0.004627681952040387, + "FN": 4732, + "FP": 0, + "IoU": 0.0023192072527935905, + "TN": 177671545, + "TP": 11, + "n_pred": 11, + "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": 0.3867069486404834, + "FN": 52763, + "FP": 24377, + "IoU": 0.2397003745318352, + "TN": 177574828, + "TP": 24320, + "n_pred": 48697, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8633822262928383, + "FN": 13086, + "FP": 6902, + "IoU": 0.7596064800894801, + "TN": 177593141, + "TP": 63159, + "n_pred": 70061, + "n_ref": 76245 + }, + "15": { + "Dice": 0.3950015448522091, + "FN": 17416, + "FP": 207, + "IoU": 0.24610711841204655, + "TN": 177652912, + "TP": 5753, + "n_pred": 5960, + "n_ref": 23169 + }, + "2": { + "Dice": 0.2816928443550322, + "FN": 176210, + "FP": 18383, + "IoU": 0.1639362575134587, + "TN": 177443539, + "TP": 38156, + "n_pred": 56539, + "n_ref": 214366 + }, + "3": { + "Dice": 0.5412543022056756, + "FN": 65589, + "FP": 174196, + "IoU": 0.37104089014560343, + "TN": 177295047, + "TP": 141456, + "n_pred": 315652, + "n_ref": 207045 + }, + "4": { + "Dice": 0.4886708772286538, + "FN": 15206, + "FP": 25031, + "IoU": 0.32333849051526975, + "TN": 177616824, + "TP": 19227, + "n_pred": 44258, + "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": 0.7587287126906872, + "FN": 324755, + "FP": 617019, + "IoU": 0.6112513198749432, + "TN": 175253710, + "TP": 1480804, + "n_pred": 2097823, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.5552490562140702, + "FN": 126240, + "FP": 261356, + "IoU": 0.3843216428425064, + "TN": 177046745, + "TP": 241947, + "n_pred": 503303, + "n_ref": 368187 + }, + "8": { + "Dice": 0.6809674591892557, + "FN": 32022, + "FP": 124853, + "IoU": 0.5162628199988899, + "TN": 177351990, + "TP": 167423, + "n_pred": 292276, + "n_ref": 199445 + }, + "9": { + "Dice": 0.6457527010353773, + "FN": 66400, + "FP": 9111, + "IoU": 0.476835140471819, + "TN": 177531953, + "TP": 68824, + "n_pred": 77935, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7588356891981127, + "FN": 28479, + "FP": 72319, + "IoU": 0.6113901943473115, + "TN": 193746154, + "TP": 158583, + "n_pred": 230902, + "n_ref": 187062 + }, + "10": { + "Dice": 0.23423799167833487, + "FN": 75252, + "FP": 1861, + "IoU": 0.13265547144769252, + "TN": 193916628, + "TP": 11794, + "n_pred": 13655, + "n_ref": 87046 + }, + "11": { + "Dice": 0.0, + "FN": 3112, + "FP": 12, + "IoU": 0.0, + "TN": 194002411, + "TP": 0, + "n_pred": 12, + "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": 0.0046755412609071146, + "FN": 66720, + "FP": 124, + "IoU": 0.002343248608229728, + "TN": 193938534, + "TP": 157, + "n_pred": 281, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7850887658680921, + "FN": 10099, + "FP": 25927, + "IoU": 0.6462108043877481, + "TN": 193903706, + "TP": 65803, + "n_pred": 91730, + "n_ref": 75902 + }, + "15": { + "Dice": 0.5533038043808022, + "FN": 11847, + "FP": 2877, + "IoU": 0.3824602608732123, + "TN": 193981692, + "TP": 9119, + "n_pred": 11996, + "n_ref": 20966 + }, + "2": { + "Dice": 0.42754466304591215, + "FN": 90210, + "FP": 40173, + "IoU": 0.27189622051465334, + "TN": 193826463, + "TP": 48689, + "n_pred": 88862, + "n_ref": 138899 + }, + "3": { + "Dice": 0.3469044261474776, + "FN": 96425, + "FP": 47145, + "IoU": 0.20985140341221795, + "TN": 193823835, + "TP": 38130, + "n_pred": 85275, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8094261188792312, + "FN": 6036, + "FP": 1024, + "IoU": 0.679862150274339, + "TN": 193983482, + "TP": 14993, + "n_pred": 16017, + "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": 0.8728693712683164, + "FN": 217410, + "FP": 122758, + "IoU": 0.7744172228293739, + "TN": 192497583, + "TP": 1167784, + "n_pred": 1290542, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.49459708426786286, + "FN": 198481, + "FP": 53897, + "IoU": 0.3285479781519625, + "TN": 193629666, + "TP": 123491, + "n_pred": 177388, + "n_ref": 321972 + }, + "8": { + "Dice": 0.6681922748602598, + "FN": 102853, + "FP": 34747, + "IoU": 0.5017182752789255, + "TN": 193729386, + "TP": 138549, + "n_pred": 173296, + "n_ref": 241402 + }, + "9": { + "Dice": 0.4767681759219223, + "FN": 59825, + "FP": 24881, + "IoU": 0.31299777774173143, + "TN": 193882237, + "TP": 38592, + "n_pred": 63473, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5839985855398134, + "FN": 26923, + "FP": 97778, + "IoU": 0.41242796763903483, + "TN": 99443569, + "TP": 87530, + "n_pred": 185308, + "n_ref": 114453 + }, + "10": { + "Dice": 0.2723253179996515, + "FN": 59182, + "FP": 7636, + "IoU": 0.1576253451166778, + "TN": 99576479, + "TP": 12503, + "n_pred": 20139, + "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": 0.15064059339177344, + "FN": 39846, + "FP": 23134, + "IoU": 0.08145555312477211, + "TN": 99587235, + "TP": 5585, + "n_pred": 28719, + "n_ref": 45431 + }, + "14": { + "Dice": 0.24018485819545266, + "FN": 43122, + "FP": 26588, + "IoU": 0.1364830046576157, + "TN": 99575072, + "TP": 11018, + "n_pred": 37606, + "n_ref": 54140 + }, + "15": { + "Dice": 0.024345051212105614, + "FN": 37474, + "FP": 438, + "IoU": 0.012322521818418654, + "TN": 99617415, + "TP": 473, + "n_pred": 911, + "n_ref": 37947 + }, + "2": { + "Dice": 0.16511179279592675, + "FN": 104310, + "FP": 1290, + "IoU": 0.08998466072628876, + "TN": 99539758, + "TP": 10442, + "n_pred": 11732, + "n_ref": 114752 + }, + "3": { + "Dice": 0.7189778522643312, + "FN": 24067, + "FP": 53904, + "IoU": 0.5612532566553938, + "TN": 99478087, + "TP": 99742, + "n_pred": 153646, + "n_ref": 123809 + }, + "4": { + "Dice": 0.15369662411715157, + "FN": 16534, + "FP": 9588, + "IoU": 0.08324559556397838, + "TN": 99627306, + "TP": 2372, + "n_pred": 11960, + "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": 0.8537373132746288, + "FN": 258734, + "FP": 116586, + "IoU": 0.7448007539297774, + "TN": 98185106, + "TP": 1095374, + "n_pred": 1211960, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.5021175918149884, + "FN": 55765, + "FP": 164775, + "IoU": 0.33521829822636456, + "TN": 99324052, + "TP": 111208, + "n_pred": 275983, + "n_ref": 166973 + }, + "8": { + "Dice": 0.5171553881834255, + "FN": 44618, + "FP": 60519, + "IoU": 0.3487589893521472, + "TN": 99494359, + "TP": 56304, + "n_pred": 116823, + "n_ref": 100922 + }, + "9": { + "Dice": 0.21325426892878713, + "FN": 83882, + "FP": 2092, + "IoU": 0.11935345092495851, + "TN": 99558174, + "TP": 11652, + "n_pred": 13744, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6308223341592342, + "FN": 180734, + "FP": 130825, + "IoU": 0.4607308093737181, + "TN": 62505777, + "TP": 266184, + "n_pred": 397009, + "n_ref": 446918 + }, + "10": { + "Dice": 0.2565899387414145, + "FN": 59787, + "FP": 4289, + "IoU": 0.14717704368195492, + "TN": 63008386, + "TP": 11058, + "n_pred": 15347, + "n_ref": 70845 + }, + "11": { + "Dice": 0.057844474761255114, + "FN": 3439, + "FP": 14, + "IoU": 0.02978364709187974, + "TN": 63079961, + "TP": 106, + "n_pred": 120, + "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": 6635, + "IoU": 0.0, + "TN": 63031230, + "TP": 0, + "n_pred": 6635, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 63083507, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.2412396683657175, + "FN": 105088, + "FP": 13702, + "IoU": 0.1371646062437352, + "TN": 62945846, + "TP": 18884, + "n_pred": 32586, + "n_ref": 123972 + }, + "3": { + "Dice": 0.5937366737739872, + "FN": 38481, + "FP": 83463, + "IoU": 0.42220874476432346, + "TN": 62872468, + "TP": 89108, + "n_pred": 172571, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 465, + "IoU": 0.0, + "TN": 63065026, + "TP": 0, + "n_pred": 465, + "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": 0.7187289987557283, + "FN": 373551, + "FP": 218255, + "IoU": 0.5609500238885872, + "TN": 61735596, + "TP": 756118, + "n_pred": 974373, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.5171020137294792, + "FN": 61594, + "FP": 115956, + "IoU": 0.3487104430089541, + "TN": 62810907, + "TP": 95063, + "n_pred": 211019, + "n_ref": 156657 + }, + "8": { + "Dice": 0.4792460397032284, + "FN": 59378, + "FP": 54890, + "IoU": 0.31513713080168776, + "TN": 62916672, + "TP": 52580, + "n_pred": 107470, + "n_ref": 111958 + }, + "9": { + "Dice": 0.5043102810924308, + "FN": 25836, + "FP": 7687, + "IoU": 0.337175735526732, + "TN": 63032944, + "TP": 17053, + "n_pred": 24740, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6310743704463937, + "FN": 76371, + "FP": 199699, + "IoU": 0.4609997481398468, + "TN": 109096629, + "TP": 236119, + "n_pred": 435818, + "n_ref": 312490 + }, + "10": { + "Dice": 0.13483416187998523, + "FN": 80076, + "FP": 20689, + "IoU": 0.07229070955743576, + "TN": 109500201, + "TP": 7852, + "n_pred": 28541, + "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": 0.008322128981408503, + "FN": 80420, + "FP": 5138, + "IoU": 0.00417845129601825, + "TN": 109522901, + "TP": 359, + "n_pred": 5497, + "n_ref": 80779 + }, + "14": { + "Dice": 0.17839402185650727, + "FN": 78331, + "FP": 92858, + "IoU": 0.09793227734041544, + "TN": 109419044, + "TP": 18585, + "n_pred": 111443, + "n_ref": 96916 + }, + "15": { + "Dice": 0.7451085659747078, + "FN": 41086, + "FP": 1644, + "IoU": 0.5937633693017065, + "TN": 109503633, + "TP": 62455, + "n_pred": 64099, + "n_ref": 103541 + }, + "2": { + "Dice": 0.059406383702404184, + "FN": 207424, + "FP": 2746, + "IoU": 0.030612480224347, + "TN": 109392011, + "TP": 6637, + "n_pred": 9383, + "n_ref": 214061 + }, + "3": { + "Dice": 0.5071956632595388, + "FN": 144733, + "FP": 51446, + "IoU": 0.33976030935641616, + "TN": 109311685, + "TP": 100954, + "n_pred": 152400, + "n_ref": 245687 + }, + "4": { + "Dice": 0.004364509265489462, + "FN": 50170, + "FP": 4579, + "IoU": 0.0021870272831653573, + "TN": 109553949, + "TP": 120, + "n_pred": 4699, + "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": 0.631496822242879, + "FN": 294952, + "FP": 820209, + "IoU": 0.46145075328057117, + "TN": 107538142, + "TP": 955515, + "n_pred": 1775724, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.5108742593584273, + "FN": 724784, + "FP": 181296, + "IoU": 0.3430699271495522, + "TN": 108229554, + "TP": 473184, + "n_pred": 654480, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.6387886732799789, + "FN": 31431, + "FP": 34148, + "IoU": 0.4692795752877005, + "TN": 109485252, + "TP": 57987, + "n_pred": 92135, + "n_ref": 89418 + }, + "9": { + "Dice": 0.3231860338243317, + "FN": 37429, + "FP": 37007, + "IoU": 0.19273815720978657, + "TN": 109516610, + "TP": 17772, + "n_pred": 54779, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.506776618587157, + "FN": 6970, + "FP": 93871, + "IoU": 0.3393843311692991, + "TN": 66914705, + "TP": 51806, + "n_pred": 145677, + "n_ref": 58776 + }, + "10": { + "Dice": 0.11016930591147031, + "FN": 73766, + "FP": 7488, + "IoU": 0.058295860182652634, + "TN": 66981068, + "TP": 5030, + "n_pred": 12518, + "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": 48, + "IoU": 0.0, + "TN": 67029093, + "TP": 0, + "n_pred": 48, + "n_ref": 38211 + }, + "14": { + "Dice": 0.5349085394394413, + "FN": 46906, + "FP": 2776, + "IoU": 0.36510248939324236, + "TN": 66989100, + "TP": 28570, + "n_pred": 31346, + "n_ref": 75476 + }, + "15": { + "Dice": 0.0, + "FN": 31362, + "FP": 22895, + "IoU": 0.0, + "TN": 67013095, + "TP": 0, + "n_pred": 22895, + "n_ref": 31362 + }, + "2": { + "Dice": 0.5304827522710532, + "FN": 76897, + "FP": 45493, + "IoU": 0.36099117114200835, + "TN": 66875821, + "TP": 69141, + "n_pred": 114634, + "n_ref": 146038 + }, + "3": { + "Dice": 0.5676949509333499, + "FN": 87017, + "FP": 24701, + "IoU": 0.39635058977365445, + "TN": 66882281, + "TP": 73353, + "n_pred": 98054, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 598, + "IoU": 0.0, + "TN": 67053715, + "TP": 0, + "n_pred": 598, + "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": 0.8942716571303619, + "FN": 159690, + "FP": 57891, + "IoU": 0.8087625345747276, + "TN": 65929599, + "TP": 920172, + "n_pred": 978063, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.09040985171356247, + "FN": 333377, + "FP": 33498, + "IoU": 0.047345160318663856, + "TN": 66682244, + "TP": 18233, + "n_pred": 51731, + "n_ref": 351610 + }, + "8": { + "Dice": 0.5243906280515848, + "FN": 44096, + "FP": 31397, + "IoU": 0.355372253673865, + "TN": 66950241, + "TP": 41618, + "n_pred": 73015, + "n_ref": 85714 + }, + "9": { + "Dice": 0.4765887536405048, + "FN": 51816, + "FP": 4256, + "IoU": 0.312843137254902, + "TN": 66985752, + "TP": 25528, + "n_pred": 29784, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4951300931395445, + "FN": 108132, + "FP": 38874, + "IoU": 0.32901853567695616, + "TN": 74300189, + "TP": 72085, + "n_pred": 110959, + "n_ref": 180217 + }, + "10": { + "Dice": 0.015179446298971984, + "FN": 55692, + "FP": 3607, + "IoU": 0.007647767588191981, + "TN": 74459524, + "TP": 457, + "n_pred": 4064, + "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": 6155, + "IoU": 0.0, + "TN": 74470235, + "TP": 0, + "n_pred": 6155, + "n_ref": 42890 + }, + "14": { + "Dice": 0.632023057156747, + "FN": 13724, + "FP": 7470, + "IoU": 0.4620129458053052, + "TN": 74479885, + "TP": 18201, + "n_pred": 25671, + "n_ref": 31925 + }, + "15": { + "Dice": 0.26364166504679126, + "FN": 25612, + "FP": 905, + "IoU": 0.15183597748208802, + "TN": 74488016, + "TP": 4747, + "n_pred": 5652, + "n_ref": 30359 + }, + "2": { + "Dice": 0.47385368305741427, + "FN": 90947, + "FP": 20002, + "IoU": 0.31049033621278976, + "TN": 74358370, + "TP": 49961, + "n_pred": 69963, + "n_ref": 140908 + }, + "3": { + "Dice": 0.5265566486407386, + "FN": 76479, + "FP": 65875, + "IoU": 0.3573647050325936, + "TN": 74297764, + "TP": 79162, + "n_pred": 145037, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 2588, + "IoU": 0.0, + "TN": 74503414, + "TP": 0, + "n_pred": 2588, + "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": 0.8709822123410997, + "FN": 276892, + "FP": 116849, + "IoU": 0.7714512754906582, + "TN": 72796492, + "TP": 1329047, + "n_pred": 1445896, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.17425151166491223, + "FN": 145837, + "FP": 56549, + "IoU": 0.09544113703405739, + "TN": 74295540, + "TP": 21354, + "n_pred": 77903, + "n_ref": 167191 + }, + "8": { + "Dice": 0.4421861656703672, + "FN": 43667, + "FP": 8589, + "IoU": 0.28385045499396994, + "TN": 74446312, + "TP": 20712, + "n_pred": 29301, + "n_ref": 64379 + }, + "9": { + "Dice": 0.3978147194255834, + "FN": 67372, + "FP": 9786, + "IoU": 0.2482950781341335, + "TN": 74416636, + "TP": 25486, + "n_pred": 35272, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6771385442127894, + "FN": 112688, + "FP": 49649, + "IoU": 0.511874120491202, + "TN": 65718608, + "TP": 170235, + "n_pred": 219884, + "n_ref": 282923 + }, + "10": { + "Dice": 0.20063792770152716, + "FN": 73154, + "FP": 9548, + "IoU": 0.11150503325060969, + "TN": 65958099, + "TP": 10379, + "n_pred": 19927, + "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": 0.2220674133219013, + "FN": 41410, + "FP": 2141, + "IoU": 0.12490204352281632, + "TN": 66001413, + "TP": 6216, + "n_pred": 8357, + "n_ref": 47626 + }, + "14": { + "Dice": 0.6892944257492105, + "FN": 8792, + "FP": 36173, + "IoU": 0.5258957002172033, + "TN": 65956338, + "TP": 49877, + "n_pred": 86050, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7060844604879746, + "FN": 8361, + "FP": 5155, + "IoU": 0.5456959429935129, + "TN": 66021429, + "TP": 16235, + "n_pred": 21390, + "n_ref": 24596 + }, + "2": { + "Dice": 0.2656671523791132, + "FN": 121250, + "FP": 4235, + "IoU": 0.15318118015440263, + "TN": 65902996, + "TP": 22699, + "n_pred": 26934, + "n_ref": 143949 + }, + "3": { + "Dice": 0.3124649467190129, + "FN": 116714, + "FP": 59812, + "IoU": 0.1851605666569731, + "TN": 65834541, + "TP": 40113, + "n_pred": 99925, + "n_ref": 156827 + }, + "4": { + "Dice": 0.5817298711003176, + "FN": 13958, + "FP": 8432, + "IoU": 0.4101685985247629, + "TN": 66013220, + "TP": 15570, + "n_pred": 24002, + "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": 0.7304525847476192, + "FN": 106505, + "FP": 570245, + "IoU": 0.5753645558818362, + "TN": 64457460, + "TP": 916970, + "n_pred": 1487215, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.43120673611583943, + "FN": 691541, + "FP": 60307, + "IoU": 0.2748652394441181, + "TN": 65014341, + "TP": 284991, + "n_pred": 345298, + "n_ref": 976532 + }, + "8": { + "Dice": 0.6931441904797272, + "FN": 25302, + "FP": 24277, + "IoU": 0.530390717499408, + "TN": 65945605, + "TP": 55996, + "n_pred": 80273, + "n_ref": 81298 + }, + "9": { + "Dice": 0.20405657597485513, + "FN": 61775, + "FP": 3053, + "IoU": 0.113620826383002, + "TN": 65978042, + "TP": 8310, + "n_pred": 11363, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7552399562658478, + "FN": 23784, + "FP": 60388, + "IoU": 0.6067353784912678, + "TN": 113258506, + "TP": 129862, + "n_pred": 190250, + "n_ref": 153646 + }, + "10": { + "Dice": 0.5658197268117021, + "FN": 36885, + "FP": 30152, + "IoU": 0.39452482884445167, + "TN": 113361822, + "TP": 43681, + "n_pred": 73833, + "n_ref": 80566 + }, + "11": { + "Dice": 0.012307692307692308, + "FN": 3210, + "FP": 0, + "IoU": 0.006191950464396285, + "TN": 113469310, + "TP": 20, + "n_pred": 20, + "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": 0.07892762793124816, + "FN": 73246, + "FP": 11477, + "IoU": 0.041085192353400565, + "TN": 113384187, + "TP": 3630, + "n_pred": 15107, + "n_ref": 76876 + }, + "14": { + "Dice": 0.775346687211094, + "FN": 96281, + "FP": 676, + "IoU": 0.6331152491192753, + "TN": 113208269, + "TP": 167314, + "n_pred": 167990, + "n_ref": 263595 + }, + "15": { + "Dice": 0.40801023729878994, + "FN": 12796, + "FP": 13573, + "IoU": 0.25628948555956677, + "TN": 113437084, + "TP": 9087, + "n_pred": 22660, + "n_ref": 21883 + }, + "2": { + "Dice": 0.16602008604408566, + "FN": 114913, + "FP": 7406, + "IoU": 0.09052448436361474, + "TN": 113338046, + "TP": 12175, + "n_pred": 19581, + "n_ref": 127088 + }, + "3": { + "Dice": 0.6097078912948699, + "FN": 36392, + "FP": 71032, + "IoU": 0.4385466100809065, + "TN": 113281208, + "TP": 83908, + "n_pred": 154940, + "n_ref": 120300 + }, + "4": { + "Dice": 0.4269759820620068, + "FN": 21190, + "FP": 5388, + "IoU": 0.2714364035087719, + "TN": 113436060, + "TP": 9902, + "n_pred": 15290, + "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": 0.8844873160458223, + "FN": 195330, + "FP": 52362, + "IoU": 0.7928975876012134, + "TN": 112276552, + "TP": 948296, + "n_pred": 1000658, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.2869475401562234, + "FN": 169129, + "FP": 73875, + "IoU": 0.16750656905299435, + "TN": 113180641, + "TP": 48895, + "n_pred": 122770, + "n_ref": 218024 + }, + "8": { + "Dice": 0.52298150815567, + "FN": 115998, + "FP": 63827, + "IoU": 0.3540791879339514, + "TN": 113194139, + "TP": 98576, + "n_pred": 162403, + "n_ref": 214574 + }, + "9": { + "Dice": 0.44130517563189403, + "FN": 70892, + "FP": 18607, + "IoU": 0.28312480976563126, + "TN": 113347694, + "TP": 35347, + "n_pred": 53954, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5578184271352894, + "FN": 26311, + "FP": 133619, + "IoU": 0.3867879313055248, + "TN": 74935921, + "TP": 100877, + "n_pred": 234496, + "n_ref": 127188 + }, + "10": { + "Dice": 0.35743968465045595, + "FN": 69950, + "FP": 38288, + "IoU": 0.21761129945136365, + "TN": 75058385, + "TP": 30105, + "n_pred": 68393, + "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": 0.21759033344951784, + "FN": 45896, + "FP": 21446, + "IoU": 0.12207649988266889, + "TN": 75120022, + "TP": 9364, + "n_pred": 30810, + "n_ref": 55260 + }, + "14": { + "Dice": 0.8664660637721759, + "FN": 26657, + "FP": 6138, + "IoU": 0.7643935801830539, + "TN": 75057534, + "TP": 106399, + "n_pred": 112537, + "n_ref": 133056 + }, + "15": { + "Dice": 0.00782987608370024, + "FN": 73467, + "FP": 13967, + "IoU": 0.00393032502079085, + "TN": 75108949, + "TP": 345, + "n_pred": 14312, + "n_ref": 73812 + }, + "2": { + "Dice": 0.3423497197840162, + "FN": 106178, + "FP": 48016, + "IoU": 0.20652710880573052, + "TN": 75002400, + "TP": 40134, + "n_pred": 88150, + "n_ref": 146312 + }, + "3": { + "Dice": 0.14984761786291828, + "FN": 128241, + "FP": 90459, + "IoU": 0.08099204114735223, + "TN": 74958754, + "TP": 19274, + "n_pred": 109733, + "n_ref": 147515 + }, + "4": { + "Dice": 0.6298828515453201, + "FN": 9209, + "FP": 9305, + "IoU": 0.45972919341659857, + "TN": 75162460, + "TP": 15754, + "n_pred": 25059, + "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": 0.8436527383755502, + "FN": 110881, + "FP": 313748, + "IoU": 0.7295842402829555, + "TN": 73626446, + "TP": 1145653, + "n_pred": 1459401, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.48959758986709984, + "FN": 64707, + "FP": 116910, + "IoU": 0.32415042943689437, + "TN": 74928004, + "TP": 87107, + "n_pred": 204017, + "n_ref": 151814 + }, + "8": { + "Dice": 0.5513497897961821, + "FN": 48477, + "FP": 10538, + "IoU": 0.3805955267273319, + "TN": 75101451, + "TP": 36262, + "n_pred": 46800, + "n_ref": 84739 + }, + "9": { + "Dice": 0.4622332390874937, + "FN": 47397, + "FP": 22026, + "IoU": 0.30058735228039773, + "TN": 75097469, + "TP": 29836, + "n_pred": 51862, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7977049944844533, + "FN": 37956, + "FP": 52270, + "IoU": 0.6634852434926283, + "TN": 86659753, + "TP": 177893, + "n_pred": 230163, + "n_ref": 215849 + }, + "10": { + "Dice": 0.2856085747600682, + "FN": 56091, + "FP": 7627, + "IoU": 0.16659472892551175, + "TN": 86851417, + "TP": 12737, + "n_pred": 20364, + "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": 0.10860774119006354, + "FN": 51977, + "FP": 3571, + "IoU": 0.05742211362248015, + "TN": 86868940, + "TP": 3384, + "n_pred": 6955, + "n_ref": 55361 + }, + "14": { + "Dice": 0.5853754868101991, + "FN": 19547, + "FP": 70735, + "IoU": 0.4138027309382974, + "TN": 86773859, + "TP": 63731, + "n_pred": 134466, + "n_ref": 83278 + }, + "15": { + "Dice": 0.2983951960497134, + "FN": 134130, + "FP": 0, + "IoU": 0.175361044677934, + "TN": 86765219, + "TP": 28523, + "n_pred": 28523, + "n_ref": 162653 + }, + "2": { + "Dice": 0.184637058227375, + "FN": 111375, + "FP": 2064, + "IoU": 0.10170806838608522, + "TN": 86801589, + "TP": 12844, + "n_pred": 14908, + "n_ref": 124219 + }, + "3": { + "Dice": 0.5601295067241391, + "FN": 83676, + "FP": 52456, + "IoU": 0.38901381015856773, + "TN": 86705065, + "TP": 86675, + "n_pred": 139131, + "n_ref": 170351 + }, + "4": { + "Dice": 0.2193658144700156, + "FN": 11880, + "FP": 21158, + "IoU": 0.12319532908704883, + "TN": 86890192, + "TP": 4642, + "n_pred": 25800, + "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": 0.7572399529254378, + "FN": 92055, + "FP": 601861, + "IoU": 0.6093211273632176, + "TN": 85151692, + "TP": 1082264, + "n_pred": 1684125, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.5118548754944108, + "FN": 627082, + "FP": 128470, + "IoU": 0.34395494570092133, + "TN": 85776195, + "TP": 396125, + "n_pred": 524595, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.6171054053080773, + "FN": 11547, + "FP": 41616, + "IoU": 0.4462418232573643, + "TN": 86831868, + "TP": 42841, + "n_pred": 84457, + "n_ref": 54388 + }, + "9": { + "Dice": 0.2411950246979706, + "FN": 40628, + "FP": 23123, + "IoU": 0.13713574164557477, + "TN": 86853989, + "TP": 10132, + "n_pred": 33255, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.32193313138689883, + "FN": 25866, + "FP": 237822, + "IoU": 0.19184761788007418, + "TN": 37423315, + "TP": 62597, + "n_pred": 300419, + "n_ref": 88463 + }, + "10": { + "Dice": 0.055585018705118464, + "FN": 57305, + "FP": 8584, + "IoU": 0.02858701421241965, + "TN": 37681772, + "TP": 1939, + "n_pred": 10523, + "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": 0.0025246582083484886, + "FN": 44826, + "FP": 1795, + "IoU": 0.0012639245929734362, + "TN": 37702920, + "TP": 59, + "n_pred": 1854, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3964746813527462, + "FN": 52184, + "FP": 94224, + "IoU": 0.24725189976246542, + "TN": 37555102, + "TP": 48090, + "n_pred": 142314, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3035, + "IoU": 0.0, + "TN": 37746565, + "TP": 0, + "n_pred": 3035, + "n_ref": 0 + }, + "2": { + "Dice": 0.08638382850389208, + "FN": 94933, + "FP": 17154, + "IoU": 0.045141669364319424, + "TN": 37632214, + "TP": 5299, + "n_pred": 22453, + "n_ref": 100232 + }, + "3": { + "Dice": 0.08672965325404057, + "FN": 84178, + "FP": 11035, + "IoU": 0.045330579341047186, + "TN": 37649866, + "TP": 4521, + "n_pred": 15556, + "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": 0.7226593625498008, + "FN": 292680, + "FP": 52598, + "IoU": 0.5657530508012009, + "TN": 36954481, + "TP": 449841, + "n_pred": 502439, + "n_ref": 742521 + }, + "7": { + "Dice": 0.5134542924670917, + "FN": 187352, + "FP": 111968, + "IoU": 0.345400945201495, + "TN": 37292343, + "TP": 157937, + "n_pred": 269905, + "n_ref": 345289 + }, + "8": { + "Dice": 0.412149749214781, + "FN": 39835, + "FP": 69280, + "IoU": 0.25956462141878045, + "TN": 37602234, + "TP": 38251, + "n_pred": 107531, + "n_ref": 78086 + }, + "9": { + "Dice": 0.43520511399517986, + "FN": 37887, + "FP": 5936, + "IoU": 0.2781227864990858, + "TN": 37688893, + "TP": 16884, + "n_pred": 22820, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6925022367500243, + "FN": 41676, + "FP": 97174, + "IoU": 0.5296393280465043, + "TN": 75611489, + "TP": 156349, + "n_pred": 253523, + "n_ref": 198025 + }, + "10": { + "Dice": 0.15927269728704543, + "FN": 102522, + "FP": 19824, + "IoU": 0.08652704670175831, + "TN": 75772753, + "TP": 11589, + "n_pred": 31413, + "n_ref": 114111 + }, + "11": { + "Dice": 0.02591498067742669, + "FN": 4285, + "FP": 0, + "IoU": 0.01312759097190235, + "TN": 75902346, + "TP": 57, + "n_pred": 57, + "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": 0.07457228679639545, + "FN": 39788, + "FP": 2728, + "IoU": 0.03873024486196839, + "TN": 75862459, + "TP": 1713, + "n_pred": 4441, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8264302929067551, + "FN": 22008, + "FP": 20699, + "IoU": 0.7042021346594727, + "TN": 75762309, + "TP": 101672, + "n_pred": 122371, + "n_ref": 123680 + }, + "15": { + "Dice": 0.3389659232702413, + "FN": 148694, + "FP": 1760, + "IoU": 0.2040692168926461, + "TN": 75717659, + "TP": 38575, + "n_pred": 40335, + "n_ref": 187269 + }, + "2": { + "Dice": 0.18645254571742945, + "FN": 172209, + "FP": 6721, + "IoU": 0.10281095500265752, + "TN": 75707254, + "TP": 20504, + "n_pred": 27225, + "n_ref": 192713 + }, + "3": { + "Dice": 0.508537983467085, + "FN": 116388, + "FP": 144252, + "IoU": 0.3409660975807104, + "TN": 75511200, + "TP": 134848, + "n_pred": 279100, + "n_ref": 251236 + }, + "4": { + "Dice": 0.7846267051565065, + "FN": 9384, + "FP": 2031, + "IoU": 0.6455849478390462, + "TN": 75874480, + "TP": 20793, + "n_pred": 22824, + "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": 0.8679825279475349, + "FN": 217194, + "FP": 235980, + "IoU": 0.7667571829733268, + "TN": 73963760, + "TP": 1489754, + "n_pred": 1725734, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.5255051783158364, + "FN": 128894, + "FP": 132667, + "IoU": 0.35639676083474203, + "TN": 75500287, + "TP": 144840, + "n_pred": 277507, + "n_ref": 273734 + }, + "8": { + "Dice": 0.7379389206526287, + "FN": 25600, + "FP": 21381, + "IoU": 0.5847093557739905, + "TN": 75793560, + "TP": 66147, + "n_pred": 87528, + "n_ref": 91747 + }, + "9": { + "Dice": 0.45517867683785135, + "FN": 52685, + "FP": 7308, + "IoU": 0.2946481059091871, + "TN": 75821634, + "TP": 25061, + "n_pred": 32369, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5835473602892701, + "FN": 22909, + "FP": 80056, + "IoU": 0.4119780244883041, + "TN": 61212646, + "TP": 72139, + "n_pred": 152195, + "n_ref": 95048 + }, + "10": { + "Dice": 0.26336110989921907, + "FN": 65980, + "FP": 1558, + "IoU": 0.15164989762721232, + "TN": 61308139, + "TP": 12073, + "n_pred": 13631, + "n_ref": 78053 + }, + "11": { + "Dice": 0.14118954974986103, + "FN": 3088, + "FP": 2, + "IoU": 0.07595693779904306, + "TN": 61384406, + "TP": 254, + "n_pred": 256, + "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": 0.0011862396204033216, + "FN": 39430, + "FP": 2670, + "IoU": 0.0005934718100890207, + "TN": 61345625, + "TP": 25, + "n_pred": 2695, + "n_ref": 39455 + }, + "14": { + "Dice": 0.7675839544950229, + "FN": 17340, + "FP": 12406, + "IoU": 0.6228285953389293, + "TN": 61308884, + "TP": 49120, + "n_pred": 61526, + "n_ref": 66460 + }, + "15": { + "Dice": 0.3748076375035623, + "FN": 32867, + "FP": 40, + "IoU": 0.23062355334221785, + "TN": 61344979, + "TP": 9864, + "n_pred": 9904, + "n_ref": 42731 + }, + "2": { + "Dice": 0.33532607824595706, + "FN": 101781, + "FP": 22632, + "IoU": 0.20143649387660786, + "TN": 61231954, + "TP": 31383, + "n_pred": 54015, + "n_ref": 133164 + }, + "3": { + "Dice": 0.5573165532146375, + "FN": 57806, + "FP": 62634, + "IoU": 0.3863055020534613, + "TN": 61191496, + "TP": 75814, + "n_pred": 138448, + "n_ref": 133620 + }, + "4": { + "Dice": 0.6219850437102833, + "FN": 10118, + "FP": 649, + "IoU": 0.4513630573248408, + "TN": 61368125, + "TP": 8858, + "n_pred": 9507, + "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": 0.8642508235828695, + "FN": 214868, + "FP": 30107, + "IoU": 0.7609521904380876, + "TN": 60362955, + "TP": 779820, + "n_pred": 809927, + "n_ref": 994688 + }, + "7": { + "Dice": 0.26898006834405513, + "FN": 135898, + "FP": 104552, + "IoU": 0.15538819826686853, + "TN": 61103063, + "TP": 44237, + "n_pred": 148789, + "n_ref": 180135 + }, + "8": { + "Dice": 0.5215753807617471, + "FN": 129707, + "FP": 84211, + "IoU": 0.35279132528954027, + "TN": 61057226, + "TP": 116606, + "n_pred": 200817, + "n_ref": 246313 + }, + "9": { + "Dice": 0.2233120352725778, + "FN": 67764, + "FP": 15382, + "IoU": 0.12569007034774288, + "TN": 61292651, + "TP": 11953, + "n_pred": 27335, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8519643569623621, + "FN": 25366, + "FP": 30288, + "IoU": 0.7421061899333649, + "TN": 39532998, + "TP": 160148, + "n_pred": 190436, + "n_ref": 185514 + }, + "10": { + "Dice": 0.22789278350515463, + "FN": 38016, + "FP": 55602, + "IoU": 0.12859988458030047, + "TN": 39641366, + "TP": 13816, + "n_pred": 69418, + "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": 0.1798530047557285, + "FN": 38611, + "FP": 8814, + "IoU": 0.098812351543943, + "TN": 39696175, + "TP": 5200, + "n_pred": 14014, + "n_ref": 43811 + }, + "14": { + "Dice": 0.33926869362213535, + "FN": 21053, + "FP": 26778, + "IoU": 0.20428873251152035, + "TN": 39688689, + "TP": 12280, + "n_pred": 39058, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7713390759592795, + "FN": 19211, + "FP": 61, + "IoU": 0.6277884002549394, + "TN": 39697023, + "TP": 32505, + "n_pred": 32566, + "n_ref": 51716 + }, + "2": { + "Dice": 0.2332762533238664, + "FN": 101091, + "FP": 9055, + "IoU": 0.13203889615608896, + "TN": 39621898, + "TP": 16756, + "n_pred": 25811, + "n_ref": 117847 + }, + "3": { + "Dice": 0.5866699413217216, + "FN": 45892, + "FP": 78646, + "IoU": 0.4150976183654971, + "TN": 39535879, + "TP": 88383, + "n_pred": 167029, + "n_ref": 134275 + }, + "4": { + "Dice": 0.779255695486062, + "FN": 7252, + "FP": 2108, + "IoU": 0.6383447316564275, + "TN": 39722919, + "TP": 16521, + "n_pred": 18629, + "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": 0.9212278765400281, + "FN": 105833, + "FP": 34765, + "IoU": 0.8539596607162518, + "TN": 38786066, + "TP": 822136, + "n_pred": 856901, + "n_ref": 927969 + }, + "7": { + "Dice": 0.5799307772386956, + "FN": 430146, + "FP": 7262, + "IoU": 0.4083820478209002, + "TN": 39009458, + "TP": 301934, + "n_pred": 309196, + "n_ref": 732080 + }, + "8": { + "Dice": 0.6612154555370664, + "FN": 8010, + "FP": 34541, + "IoU": 0.49389235801367826, + "TN": 39664725, + "TP": 41524, + "n_pred": 76065, + "n_ref": 49534 + }, + "9": { + "Dice": 0.2695598097383061, + "FN": 33610, + "FP": 9849, + "IoU": 0.1557752826450134, + "TN": 39697322, + "TP": 8019, + "n_pred": 17868, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5262450868202398, + "FN": 22917, + "FP": 110391, + "IoU": 0.3570777488943655, + "TN": 101189261, + "TP": 74039, + "n_pred": 184430, + "n_ref": 96956 + }, + "10": { + "Dice": 0.08594197235827025, + "FN": 77662, + "FP": 22931, + "IoU": 0.044900400676022106, + "TN": 101291286, + "TP": 4729, + "n_pred": 27660, + "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": 0.1048211078878298, + "FN": 46151, + "FP": 18651, + "IoU": 0.0553093474838183, + "TN": 101328012, + "TP": 3794, + "n_pred": 22445, + "n_ref": 49945 + }, + "14": { + "Dice": 0.8633531791294625, + "FN": 41209, + "FP": 1320, + "IoU": 0.7595615131076826, + "TN": 101219727, + "TP": 134352, + "n_pred": 135672, + "n_ref": 175561 + }, + "15": { + "Dice": 0.39366407650926477, + "FN": 20288, + "FP": 0, + "IoU": 0.24506958398452036, + "TN": 101369734, + "TP": 6586, + "n_pred": 6586, + "n_ref": 26874 + }, + "2": { + "Dice": 0.33533780516533795, + "FN": 141170, + "FP": 19651, + "IoU": 0.2014449575450618, + "TN": 101195218, + "TP": 40569, + "n_pred": 60220, + "n_ref": 181739 + }, + "3": { + "Dice": 0.06427478320013603, + "FN": 159238, + "FP": 71888, + "IoU": 0.033204497540407586, + "TN": 101157544, + "TP": 7938, + "n_pred": 79826, + "n_ref": 167176 + }, + "4": { + "Dice": 0.7301549463647199, + "FN": 4020, + "FP": 508, + "IoU": 0.5749953069269758, + "TN": 101385954, + "TP": 6126, + "n_pred": 6634, + "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": 0.8333477530396869, + "FN": 197896, + "FP": 455089, + "IoU": 0.7143069026875456, + "TN": 99110991, + "TP": 1632632, + "n_pred": 2087721, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.43318154152818744, + "FN": 294120, + "FP": 142655, + "IoU": 0.2764720693619404, + "TN": 100792934, + "TP": 166899, + "n_pred": 309554, + "n_ref": 461019 + }, + "8": { + "Dice": 0.66969601174755, + "FN": 91538, + "FP": 70415, + "IoU": 0.5034157738843543, + "TN": 101070474, + "TP": 164181, + "n_pred": 234596, + "n_ref": 255719 + }, + "9": { + "Dice": 0.4333030999967607, + "FN": 59866, + "FP": 10112, + "IoU": 0.2765711095719056, + "TN": 101299877, + "TP": 26753, + "n_pred": 36865, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6845467536618844, + "FN": 71370, + "FP": 62844, + "IoU": 0.5203885091070223, + "TN": 73603665, + "TP": 145625, + "n_pred": 208469, + "n_ref": 216995 + }, + "10": { + "Dice": 0.0, + "FN": 75841, + "FP": 1842, + "IoU": 0.0, + "TN": 73805821, + "TP": 0, + "n_pred": 1842, + "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": 3232, + "IoU": 0.0, + "TN": 73819033, + "TP": 0, + "n_pred": 3232, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6016899015488236, + "FN": 41646, + "FP": 37125, + "IoU": 0.43029790188548245, + "TN": 73745237, + "TP": 59496, + "n_pred": 96621, + "n_ref": 101142 + }, + "15": { + "Dice": 0.3709306269214078, + "FN": 171318, + "FP": 1181, + "IoU": 0.22769480112466198, + "TN": 73660148, + "TP": 50857, + "n_pred": 52038, + "n_ref": 222175 + }, + "2": { + "Dice": 0.077039067854695, + "FN": 182339, + "FP": 26384, + "IoU": 0.04006273167949815, + "TN": 73666070, + "TP": 8711, + "n_pred": 35095, + "n_ref": 191050 + }, + "3": { + "Dice": 0.22777129673681398, + "FN": 152582, + "FP": 84398, + "IoU": 0.128522518745702, + "TN": 73611575, + "TP": 34949, + "n_pred": 119347, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 4496, + "IoU": 0.0, + "TN": 73831120, + "TP": 0, + "n_pred": 4496, + "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": 0.5869997311626554, + "FN": 569197, + "FP": 1023890, + "IoU": 0.41542789772124733, + "TN": 71158285, + "TP": 1132132, + "n_pred": 2156022, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.06900928896621794, + "FN": 145906, + "FP": 574314, + "IoU": 0.03573776330041116, + "TN": 73136591, + "TP": 26693, + "n_pred": 601007, + "n_ref": 172599 + }, + "8": { + "Dice": 0.4980921987170912, + "FN": 40350, + "FP": 38443, + "IoU": 0.33163966409364665, + "TN": 73765614, + "TP": 39097, + "n_pred": 77540, + "n_ref": 79447 + }, + "9": { + "Dice": 0.4689523405158688, + "FN": 59255, + "FP": 10787, + "IoU": 0.3062950637825846, + "TN": 73782536, + "TP": 30926, + "n_pred": 41713, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6623311339975861, + "FN": 50971, + "FP": 88078, + "IoU": 0.4951383341805243, + "TN": 69220356, + "TP": 136371, + "n_pred": 224449, + "n_ref": 187342 + }, + "10": { + "Dice": 0.25963508703223237, + "FN": 48910, + "FP": 56957, + "IoU": 0.14918428031825123, + "TN": 69371346, + "TP": 18563, + "n_pred": 75520, + "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": 0.5387177875549969, + "FN": 34963, + "FP": 38427, + "IoU": 0.3686610176781797, + "TN": 69379531, + "TP": 42855, + "n_pred": 81282, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8009964711380304, + "FN": 42196, + "FP": 11885, + "IoU": 0.6680518045666585, + "TN": 69332856, + "TP": 108839, + "n_pred": 120724, + "n_ref": 151035 + }, + "15": { + "Dice": 0.5931243214790933, + "FN": 48923, + "FP": 12916, + "IoU": 0.42158971864711164, + "TN": 69388864, + "TP": 45073, + "n_pred": 57989, + "n_ref": 93996 + }, + "2": { + "Dice": 0.2739654451720775, + "FN": 118690, + "FP": 48054, + "IoU": 0.15872535367601057, + "TN": 69297572, + "TP": 31460, + "n_pred": 79514, + "n_ref": 150150 + }, + "3": { + "Dice": 0.5600049865985165, + "FN": 60267, + "FP": 116204, + "IoU": 0.38889369851059485, + "TN": 69207003, + "TP": 112302, + "n_pred": 228506, + "n_ref": 172569 + }, + "4": { + "Dice": 0.40186050816864904, + "FN": 19753, + "FP": 31943, + "IoU": 0.2514552141553966, + "TN": 69426714, + "TP": 17366, + "n_pred": 49309, + "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": 0.8477770081621304, + "FN": 161462, + "FP": 301149, + "IoU": 0.7357751183300654, + "TN": 67744953, + "TP": 1288212, + "n_pred": 1589361, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.5837739962198817, + "FN": 132768, + "FP": 124227, + "IoU": 0.41220398062293867, + "TN": 69058558, + "TP": 180223, + "n_pred": 304450, + "n_ref": 312991 + }, + "8": { + "Dice": 0.4787121091468918, + "FN": 34580, + "FP": 83254, + "IoU": 0.3146755535393366, + "TN": 69323837, + "TP": 54105, + "n_pred": 137359, + "n_ref": 88685 + }, + "9": { + "Dice": 0.4138631263704854, + "FN": 56116, + "FP": 12581, + "IoU": 0.2609252286175363, + "TN": 69402826, + "TP": 24253, + "n_pred": 36834, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7689847676916552, + "FN": 36496, + "FP": 63191, + "IoU": 0.6246752659995031, + "TN": 50567950, + "TP": 165915, + "n_pred": 229106, + "n_ref": 202411 + }, + "10": { + "Dice": 0.4272569561512668, + "FN": 40991, + "FP": 52440, + "IoU": 0.2716635484876832, + "TN": 50705272, + "TP": 34849, + "n_pred": 87289, + "n_ref": 75840 + }, + "11": { + "Dice": 0.00089126559714795, + "FN": 6726, + "FP": 0, + "IoU": 0.00044583147570218456, + "TN": 50826823, + "TP": 3, + "n_pred": 3, + "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": 0.18728836826210304, + "FN": 35984, + "FP": 70582, + "IoU": 0.10331944970339518, + "TN": 50714707, + "TP": 12279, + "n_pred": 82861, + "n_ref": 48263 + }, + "14": { + "Dice": 0.3892210417652372, + "FN": 32639, + "FP": 24161, + "IoU": 0.24163529066196693, + "TN": 50758654, + "TP": 18098, + "n_pred": 42259, + "n_ref": 50737 + }, + "15": { + "Dice": 0.46229502804230194, + "FN": 20702, + "FP": 11991, + "IoU": 0.3006396132372131, + "TN": 50786805, + "TP": 14054, + "n_pred": 26045, + "n_ref": 34756 + }, + "2": { + "Dice": 0.0913506923344455, + "FN": 200119, + "FP": 37630, + "IoU": 0.04786143372046456, + "TN": 50583852, + "TP": 11951, + "n_pred": 49581, + "n_ref": 212070 + }, + "3": { + "Dice": 0.4872765646626149, + "FN": 79386, + "FP": 181037, + "IoU": 0.32211873848172173, + "TN": 50449380, + "TP": 123749, + "n_pred": 304786, + "n_ref": 203135 + }, + "4": { + "Dice": 0.6055982700624699, + "FN": 7883, + "FP": 5249, + "IoU": 0.4343068837770311, + "TN": 50810338, + "TP": 10082, + "n_pred": 15331, + "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": 0.8435518042954083, + "FN": 229892, + "FP": 499528, + "IoU": 0.7294332832448718, + "TN": 48137655, + "TP": 1966477, + "n_pred": 2466005, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.40357496975064977, + "FN": 110123, + "FP": 239360, + "IoU": 0.2527991995262153, + "TN": 50365829, + "TP": 118240, + "n_pred": 357600, + "n_ref": 228363 + }, + "8": { + "Dice": 0.689388018621088, + "FN": 31916, + "FP": 32071, + "IoU": 0.5260046668395125, + "TN": 50698557, + "TP": 71008, + "n_pred": 103079, + "n_ref": 102924 + }, + "9": { + "Dice": 0.5237629781502188, + "FN": 71179, + "FP": 8725, + "IoU": 0.3547959916991675, + "TN": 50709709, + "TP": 43939, + "n_pred": 52664, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7477459896178916, + "FN": 29952, + "FP": 92845, + "IoU": 0.5971200598429124, + "TN": 76580062, + "TP": 182001, + "n_pred": 274846, + "n_ref": 211953 + }, + "10": { + "Dice": 0.4915791527132035, + "FN": 34720, + "FP": 27830, + "IoU": 0.32588992229682395, + "TN": 76792071, + "TP": 30239, + "n_pred": 58069, + "n_ref": 64959 + }, + "11": { + "Dice": 0.23041755562328559, + "FN": 2496, + "FP": 29, + "IoU": 0.13021012745435756, + "TN": 76881957, + "TP": 378, + "n_pred": 407, + "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": 0.19883020933096182, + "FN": 36970, + "FP": 9876, + "IoU": 0.11038948707723276, + "TN": 76832201, + "TP": 5813, + "n_pred": 15689, + "n_ref": 42783 + }, + "14": { + "Dice": 0.747191373777551, + "FN": 17827, + "FP": 25266, + "IoU": 0.5964130180285647, + "TN": 76778085, + "TP": 63682, + "n_pred": 88948, + "n_ref": 81509 + }, + "15": { + "Dice": 0.14251077586206898, + "FN": 36841, + "FP": 1355, + "IoU": 0.07672226250906454, + "TN": 76843490, + "TP": 3174, + "n_pred": 4529, + "n_ref": 40015 + }, + "2": { + "Dice": 0.19337838412172212, + "FN": 90247, + "FP": 23627, + "IoU": 0.10703867507292746, + "TN": 76757336, + "TP": 13650, + "n_pred": 37277, + "n_ref": 103897 + }, + "3": { + "Dice": 0.49312334415699544, + "FN": 48737, + "FP": 51324, + "IoU": 0.32724864523242836, + "TN": 76736126, + "TP": 48673, + "n_pred": 99997, + "n_ref": 97410 + }, + "4": { + "Dice": 0.740518198170615, + "FN": 5533, + "FP": 8027, + "IoU": 0.5879546628581847, + "TN": 76851951, + "TP": 19349, + "n_pred": 27376, + "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": 0.8631860760036513, + "FN": 144765, + "FP": 167883, + "IoU": 0.7593028707540916, + "TN": 75585933, + "TP": 986279, + "n_pred": 1154162, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.4912528932327053, + "FN": 69149, + "FP": 121418, + "IoU": 0.32560320482422306, + "TN": 76602286, + "TP": 92007, + "n_pred": 213425, + "n_ref": 161156 + }, + "8": { + "Dice": 0.684309597360775, + "FN": 25138, + "FP": 22995, + "IoU": 0.5201144554889782, + "TN": 76784559, + "TP": 52168, + "n_pred": 75163, + "n_ref": 77306 + }, + "9": { + "Dice": 0.3629751720168485, + "FN": 70956, + "FP": 2091, + "IoU": 0.22172856868887042, + "TN": 76791002, + "TP": 20811, + "n_pred": 22902, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.38702374956993485, + "FN": 46955, + "FP": 198911, + "IoU": 0.23994386121106454, + "TN": 130676448, + "TP": 77618, + "n_pred": 276529, + "n_ref": 124573 + }, + "10": { + "Dice": 0.0003820107657579441, + "FN": 57552, + "FP": 16, + "IoU": 0.0001910418729050522, + "TN": 130942353, + "TP": 11, + "n_pred": 27, + "n_ref": 57563 + }, + "11": { + "Dice": 0.20481540930979134, + "FN": 4930, + "FP": 24, + "IoU": 0.11409155937052932, + "TN": 130994340, + "TP": 638, + "n_pred": 662, + "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": 0.008516138843477931, + "FN": 78081, + "FP": 156, + "IoU": 0.004276278110801421, + "TN": 130921359, + "TP": 336, + "n_pred": 492, + "n_ref": 78417 + }, + "14": { + "Dice": 0.0007229275202114983, + "FN": 945781, + "FP": 5217, + "IoU": 0.0003615944634001232, + "TN": 130048590, + "TP": 344, + "n_pred": 5561, + "n_ref": 946125 + }, + "15": { + "Dice": 0.001250683967794888, + "FN": 25294, + "FP": 260, + "IoU": 0.0006257332811888932, + "TN": 130974362, + "TP": 16, + "n_pred": 276, + "n_ref": 25310 + }, + "2": { + "Dice": 0.08094993434948906, + "FN": 208929, + "FP": 16457, + "IoU": 0.04218229414564493, + "TN": 130764620, + "TP": 9926, + "n_pred": 26383, + "n_ref": 218855 + }, + "3": { + "Dice": 0.2413637260911575, + "FN": 236578, + "FP": 55500, + "IoU": 0.1372448241128844, + "TN": 130661391, + "TP": 46463, + "n_pred": 101963, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 1815, + "IoU": 0.0, + "TN": 130995837, + "TP": 0, + "n_pred": 1815, + "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": 0.7209223565444024, + "FN": 297968, + "FP": 611776, + "IoU": 0.5636267354315843, + "TN": 128915148, + "TP": 1175040, + "n_pred": 1786816, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.20089392384780805, + "FN": 161188, + "FP": 179936, + "IoU": 0.1116631901313271, + "TN": 130615929, + "TP": 42879, + "n_pred": 222815, + "n_ref": 204067 + }, + "8": { + "Dice": 0.5642227395105897, + "FN": 71850, + "FP": 11831, + "IoU": 0.39297372582587375, + "TN": 130862078, + "TP": 54173, + "n_pred": 66004, + "n_ref": 126023 + }, + "9": { + "Dice": 0.29794494160640184, + "FN": 43685, + "FP": 20096, + "IoU": 0.175050119640432, + "TN": 130922617, + "TP": 13534, + "n_pred": 33630, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.08724628900333233, + "FN": 53097, + "FP": 37293, + "IoU": 0.04561292366170415, + "TN": 74331988, + "TP": 4320, + "n_pred": 41613, + "n_ref": 57417 + }, + "10": { + "Dice": 0.010204468243644309, + "FN": 78371, + "FP": 2, + "IoU": 0.005128400421442807, + "TN": 74347921, + "TP": 404, + "n_pred": 406, + "n_ref": 78775 + }, + "11": { + "Dice": 0.27897838899803534, + "FN": 1962, + "FP": 240, + "IoU": 0.16210045662100456, + "TN": 74424070, + "TP": 426, + "n_pred": 666, + "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": 0.018304311575799974, + "FN": 102372, + "FP": 65, + "IoU": 0.009236691426802848, + "TN": 74323306, + "TP": 955, + "n_pred": 1020, + "n_ref": 103327 + }, + "14": { + "Dice": 0.592963630406291, + "FN": 98506, + "FP": 876, + "IoU": 0.4214273655040723, + "TN": 74254927, + "TP": 72389, + "n_pred": 73265, + "n_ref": 170895 + }, + "15": { + "Dice": 0.0038380863123131164, + "FN": 22175, + "FP": 146, + "IoU": 0.0019227329636916472, + "TN": 74404334, + "TP": 43, + "n_pred": 189, + "n_ref": 22218 + }, + "2": { + "Dice": 0.2211893776135435, + "FN": 102382, + "FP": 12903, + "IoU": 0.12434678252415386, + "TN": 74295042, + "TP": 16371, + "n_pred": 29274, + "n_ref": 118753 + }, + "3": { + "Dice": 0.1703459229038867, + "FN": 116767, + "FP": 23754, + "IoU": 0.09310280289389275, + "TN": 74271751, + "TP": 14426, + "n_pred": 38180, + "n_ref": 131193 + }, + "4": { + "Dice": 0.15815774861918816, + "FN": 27754, + "FP": 1053, + "IoU": 0.08586932377114206, + "TN": 74395185, + "TP": 2706, + "n_pred": 3759, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9151090110719252, + "FN": 104082, + "FP": 41281, + "IoU": 0.8435031910220745, + "TN": 73497842, + "TP": 783493, + "n_pred": 824774, + "n_ref": 887575 + }, + "7": { + "Dice": 0.19902766188332727, + "FN": 125111, + "FP": 79346, + "IoU": 0.11051122644751783, + "TN": 74196839, + "TP": 25402, + "n_pred": 104748, + "n_ref": 150513 + }, + "8": { + "Dice": 0.4282433845894899, + "FN": 25422, + "FP": 22135, + "IoU": 0.27246163966527454, + "TN": 74361331, + "TP": 17810, + "n_pred": 39945, + "n_ref": 43232 + }, + "9": { + "Dice": 0.06214212387361697, + "FN": 32410, + "FP": 8701, + "IoU": 0.03206743107385868, + "TN": 74384225, + "TP": 1362, + "n_pred": 10063, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7881139473725651, + "FN": 15282, + "FP": 51995, + "IoU": 0.6503201729765692, + "TN": 106454292, + "TP": 125119, + "n_pred": 177114, + "n_ref": 140401 + }, + "10": { + "Dice": 0.3988185465893892, + "FN": 63561, + "FP": 44315, + "IoU": 0.24907767057873562, + "TN": 106503030, + "TP": 35782, + "n_pred": 80097, + "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": 0.11656173091150669, + "FN": 37083, + "FP": 21428, + "IoU": 0.06188773628769781, + "TN": 106584317, + "TP": 3860, + "n_pred": 25288, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9100103585198827, + "FN": 7002, + "FP": 5508, + "IoU": 0.8348798226047015, + "TN": 106570925, + "TP": 63253, + "n_pred": 68761, + "n_ref": 70255 + }, + "15": { + "Dice": 0.3840877914951989, + "FN": 20121, + "FP": 533, + "IoU": 0.23769100169779286, + "TN": 106619594, + "TP": 6440, + "n_pred": 6973, + "n_ref": 26561 + }, + "2": { + "Dice": 0.04107902279523608, + "FN": 182703, + "FP": 2643, + "IoU": 0.020970229668913352, + "TN": 106457372, + "TP": 3970, + "n_pred": 6613, + "n_ref": 186673 + }, + "3": { + "Dice": 0.431914666878149, + "FN": 63353, + "FP": 165870, + "IoU": 0.2754407925098463, + "TN": 106330326, + "TP": 87139, + "n_pred": 253009, + "n_ref": 150492 + }, + "4": { + "Dice": 0.7488015340364333, + "FN": 711, + "FP": 5577, + "IoU": 0.5984674329501916, + "TN": 106631028, + "TP": 9372, + "n_pred": 14949, + "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": 0.9108322237567918, + "FN": 171248, + "FP": 44390, + "IoU": 0.8362643879333844, + "TN": 105329699, + "TP": 1101351, + "n_pred": 1145741, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.638576086897152, + "FN": 161473, + "FP": 37038, + "IoU": 0.4690501472401499, + "TN": 106272809, + "TP": 175368, + "n_pred": 212406, + "n_ref": 336841 + }, + "8": { + "Dice": 0.6066889423227055, + "FN": 22461, + "FP": 40514, + "IoU": 0.4354296472275763, + "TN": 106535143, + "TP": 48570, + "n_pred": 89084, + "n_ref": 71031 + }, + "9": { + "Dice": 0.4707246828053242, + "FN": 54847, + "FP": 13149, + "IoU": 0.30780898476072194, + "TN": 106548455, + "TP": 30237, + "n_pred": 43386, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7435455642215085, + "FN": 45348, + "FP": 30115, + "IoU": 0.5917807626353059, + "TN": 107942069, + "TP": 109396, + "n_pred": 139511, + "n_ref": 154744 + }, + "10": { + "Dice": 0.45018284574468087, + "FN": 54058, + "FP": 12096, + "IoU": 0.2904748115018716, + "TN": 108033691, + "TP": 27083, + "n_pred": 39179, + "n_ref": 81141 + }, + "11": { + "Dice": 0.30570902394106814, + "FN": 2456, + "FP": 183, + "IoU": 0.18043478260869567, + "TN": 108123708, + "TP": 581, + "n_pred": 764, + "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": 0.28013109381401063, + "FN": 63746, + "FP": 6542, + "IoU": 0.16287932923633938, + "TN": 108042964, + "TP": 13676, + "n_pred": 20218, + "n_ref": 77422 + }, + "14": { + "Dice": 0.5825976821034388, + "FN": 9304, + "FP": 34527, + "IoU": 0.4110319806503628, + "TN": 108052508, + "TP": 30589, + "n_pred": 65116, + "n_ref": 39893 + }, + "15": { + "Dice": 0.3044947817836812, + "FN": 22096, + "FP": 1362, + "IoU": 0.17958940999545342, + "TN": 108098335, + "TP": 5135, + "n_pred": 6497, + "n_ref": 27231 + }, + "2": { + "Dice": 0.21850765038775938, + "FN": 165378, + "FP": 13590, + "IoU": 0.12265427378081063, + "TN": 107922940, + "TP": 25020, + "n_pred": 38610, + "n_ref": 190398 + }, + "3": { + "Dice": 0.6712742269737688, + "FN": 69698, + "FP": 58152, + "IoU": 0.5052014799448891, + "TN": 107868540, + "TP": 130538, + "n_pred": 188690, + "n_ref": 200236 + }, + "4": { + "Dice": 0.8474258866019028, + "FN": 7968, + "FP": 1157, + "IoU": 0.735246329716242, + "TN": 108092462, + "TP": 25341, + "n_pred": 26498, + "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": 0.9292565064626594, + "FN": 134928, + "FP": 69777, + "IoU": 0.867860988249146, + "TN": 106577764, + "TP": 1344459, + "n_pred": 1414236, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.4983016863956142, + "FN": 114227, + "FP": 172025, + "IoU": 0.3318254285040697, + "TN": 107698519, + "TP": 142157, + "n_pred": 314182, + "n_ref": 256384 + }, + "8": { + "Dice": 0.6625566893424036, + "FN": 19796, + "FP": 4014, + "IoU": 0.49539048426406695, + "TN": 108079743, + "TP": 23375, + "n_pred": 27389, + "n_ref": 43171 + }, + "9": { + "Dice": 0.41605862605767296, + "FN": 42094, + "FP": 13047, + "IoU": 0.26267299592164206, + "TN": 108052143, + "TP": 19644, + "n_pred": 32691, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.24992565848559578, + "FN": 82890, + "FP": 166827, + "IoU": 0.14280859535905532, + "TN": 62278840, + "TP": 41603, + "n_pred": 208430, + "n_ref": 124493 + }, + "10": { + "Dice": 0.07471013589328014, + "FN": 56749, + "FP": 2625, + "IoU": 0.03880461705330981, + "TN": 62508389, + "TP": 2397, + "n_pred": 5022, + "n_ref": 59146 + }, + "11": { + "Dice": 0.3961464354527938, + "FN": 1538, + "FP": 29, + "IoU": 0.2469966362325805, + "TN": 62568079, + "TP": 514, + "n_pred": 543, + "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": 0.19382400430570507, + "FN": 35947, + "FP": 11985, + "IoU": 0.10731180392595076, + "TN": 62516466, + "TP": 5762, + "n_pred": 17747, + "n_ref": 41709 + }, + "14": { + "Dice": 0.5086853172426403, + "FN": 233419, + "FP": 350, + "IoU": 0.34109857773418345, + "TN": 62215374, + "TP": 121017, + "n_pred": 121367, + "n_ref": 354436 + }, + "15": { + "Dice": 0.264774334869712, + "FN": 73933, + "FP": 22733, + "IoU": 0.1525878392594151, + "TN": 62456088, + "TP": 17406, + "n_pred": 40139, + "n_ref": 91339 + }, + "2": { + "Dice": 0.11418410892095103, + "FN": 155774, + "FP": 18590, + "IoU": 0.06054891649874462, + "TN": 62384558, + "TP": 11238, + "n_pred": 29828, + "n_ref": 167012 + }, + "3": { + "Dice": 0.2081064144332538, + "FN": 170114, + "FP": 58611, + "IoU": 0.11613770823753086, + "TN": 62311381, + "TP": 30054, + "n_pred": 88665, + "n_ref": 200168 + }, + "4": { + "Dice": 0.7921884256327498, + "FN": 4090, + "FP": 6083, + "IoU": 0.6558874268511314, + "TN": 62540597, + "TP": 19390, + "n_pred": 25473, + "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": 0.8604348441678696, + "FN": 202623, + "FP": 204482, + "IoU": 0.7550554172039116, + "TN": 60908131, + "TP": 1254924, + "n_pred": 1459406, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.46407380917036656, + "FN": 84232, + "FP": 154044, + "IoU": 0.3021459051490594, + "TN": 62228719, + "TP": 103165, + "n_pred": 257209, + "n_ref": 187397 + }, + "8": { + "Dice": 0.512260158013544, + "FN": 33815, + "FP": 35327, + "IoU": 0.3443210590700894, + "TN": 62464709, + "TP": 36309, + "n_pred": 71636, + "n_ref": 70124 + }, + "9": { + "Dice": 0.37936416522689903, + "FN": 26870, + "FP": 47489, + "IoU": 0.23408353504660864, + "TN": 62473075, + "TP": 22726, + "n_pred": 70215, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.504371149719665, + "FN": 134975, + "FP": 151439, + "IoU": 0.3372301554795012, + "TN": 54949101, + "TP": 145733, + "n_pred": 297172, + "n_ref": 280708 + }, + "10": { + "Dice": 0.12415768194070081, + "FN": 71410, + "FP": 1376, + "IoU": 0.06618769645262686, + "TN": 55303303, + "TP": 5159, + "n_pred": 6535, + "n_ref": 76569 + }, + "11": { + "Dice": 0.21952698605215282, + "FN": 3784, + "FP": 77, + "IoU": 0.12329700272479564, + "TN": 55376844, + "TP": 543, + "n_pred": 620, + "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": 0.15329499084278508, + "FN": 50100, + "FP": 2604, + "IoU": 0.08301000434971727, + "TN": 55323773, + "TP": 4771, + "n_pred": 7375, + "n_ref": 54871 + }, + "14": { + "Dice": 0.6797476160260248, + "FN": 19127, + "FP": 52541, + "IoU": 0.5148618735911512, + "TN": 55233521, + "TP": 76059, + "n_pred": 128600, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7556398617979811, + "FN": 32089, + "FP": 3981, + "IoU": 0.6072517421602788, + "TN": 55289408, + "TP": 55770, + "n_pred": 59751, + "n_ref": 87859 + }, + "2": { + "Dice": 0.22006201359370828, + "FN": 168576, + "FP": 21335, + "IoU": 0.12363465203527409, + "TN": 55164545, + "TP": 26792, + "n_pred": 48127, + "n_ref": 195368 + }, + "3": { + "Dice": 0.3712412651262448, + "FN": 122900, + "FP": 83690, + "IoU": 0.22792894808635955, + "TN": 55113669, + "TP": 60989, + "n_pred": 144679, + "n_ref": 183889 + }, + "4": { + "Dice": 0.09596928982725528, + "FN": 6984, + "FP": 1023, + "IoU": 0.05040322580645161, + "TN": 55372816, + "TP": 425, + "n_pred": 1448, + "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": 0.8488981684375905, + "FN": 266867, + "FP": 171697, + "IoU": 0.7374657438302977, + "TN": 53710746, + "TP": 1231938, + "n_pred": 1403635, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.4193529787562819, + "FN": 84340, + "FP": 167421, + "IoU": 0.2653046335584258, + "TN": 55038574, + "TP": 90913, + "n_pred": 258334, + "n_ref": 175253 + }, + "8": { + "Dice": 0.5838780766763062, + "FN": 15656, + "FP": 29095, + "IoU": 0.41230777312303835, + "TN": 55305101, + "TP": 31396, + "n_pred": 60491, + "n_ref": 47052 + }, + "9": { + "Dice": 0.5293102588399581, + "FN": 24383, + "FP": 22806, + "IoU": 0.35990613385420905, + "TN": 55307526, + "TP": 26533, + "n_pred": 49339, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6179568511874493, + "FN": 68789, + "FP": 203173, + "IoU": 0.4471328205044805, + "TN": 110654703, + "TP": 219950, + "n_pred": 423123, + "n_ref": 288739 + }, + "10": { + "Dice": 0.4905763827016654, + "FN": 46484, + "FP": 27846, + "IoU": 0.32500908100254267, + "TN": 111036495, + "TP": 35790, + "n_pred": 63636, + "n_ref": 82274 + }, + "11": { + "Dice": 0.34726545131169406, + "FN": 2853, + "FP": 83, + "IoU": 0.21011568469195588, + "TN": 111142898, + "TP": 781, + "n_pred": 864, + "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": 0.15867789729410073, + "FN": 52666, + "FP": 52612, + "IoU": 0.08617606721872124, + "TN": 111031409, + "TP": 9928, + "n_pred": 62540, + "n_ref": 62594 + }, + "14": { + "Dice": 0.650988619080086, + "FN": 10085, + "FP": 23188, + "IoU": 0.48256718089076883, + "TN": 111082311, + "TP": 31031, + "n_pred": 54219, + "n_ref": 41116 + }, + "15": { + "Dice": 0.21753137471750733, + "FN": 20840, + "FP": 11706, + "IoU": 0.12203938494739681, + "TN": 111109545, + "TP": 4524, + "n_pred": 16230, + "n_ref": 25364 + }, + "2": { + "Dice": 0.19321939403260535, + "FN": 135786, + "FP": 32076, + "IoU": 0.10694125971600794, + "TN": 110958652, + "TP": 20101, + "n_pred": 52177, + "n_ref": 155887 + }, + "3": { + "Dice": 0.5709751382872222, + "FN": 120797, + "FP": 65193, + "IoU": 0.3995557765194315, + "TN": 110836861, + "TP": 123764, + "n_pred": 188957, + "n_ref": 244561 + }, + "4": { + "Dice": 0.7121754004042917, + "FN": 7388, + "FP": 1867, + "IoU": 0.5530065201642116, + "TN": 111125910, + "TP": 11450, + "n_pred": 13317, + "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": 0.8989130797528373, + "FN": 203551, + "FP": 111469, + "IoU": 0.8163870292374892, + "TN": 109430941, + "TP": 1400654, + "n_pred": 1512123, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.10420882198647195, + "FN": 348804, + "FP": 165175, + "IoU": 0.05496851298552057, + "TN": 110602740, + "TP": 29896, + "n_pred": 195071, + "n_ref": 378700 + }, + "8": { + "Dice": 0.6636086665987111, + "FN": 21957, + "FP": 37445, + "IoU": 0.4965676220824788, + "TN": 111028621, + "TP": 58592, + "n_pred": 96037, + "n_ref": 80549 + }, + "9": { + "Dice": 0.27080551214661175, + "FN": 46323, + "FP": 5005, + "IoU": 0.1566078969421121, + "TN": 111085756, + "TP": 9531, + "n_pred": 14536, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8317633445121879, + "FN": 25727, + "FP": 45658, + "IoU": 0.711981892200493, + "TN": 96873176, + "TP": 176464, + "n_pred": 222122, + "n_ref": 202191 + }, + "10": { + "Dice": 0.36164843353726883, + "FN": 45525, + "FP": 56414, + "IoU": 0.22073921186408285, + "TN": 96990210, + "TP": 28876, + "n_pred": 85290, + "n_ref": 74401 + }, + "11": { + "Dice": 0.0847001223990208, + "FN": 3739, + "FP": 0, + "IoU": 0.04422290388548057, + "TN": 97117113, + "TP": 173, + "n_pred": 173, + "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": 0.35324918757576684, + "FN": 34033, + "FP": 29454, + "IoU": 0.214512836374884, + "TN": 97040200, + "TP": 17338, + "n_pred": 46792, + "n_ref": 51371 + }, + "14": { + "Dice": 0.878271158129176, + "FN": 19736, + "FP": 11746, + "IoU": 0.7829620897189303, + "TN": 96975972, + "TP": 113571, + "n_pred": 125317, + "n_ref": 133307 + }, + "15": { + "Dice": 0.6639406775767488, + "FN": 32371, + "FP": 4202, + "IoU": 0.49693951940138376, + "TN": 97048324, + "TP": 36128, + "n_pred": 40330, + "n_ref": 68499 + }, + "2": { + "Dice": 0.11944507965546154, + "FN": 156425, + "FP": 5303, + "IoU": 0.06351586883385352, + "TN": 96948328, + "TP": 10969, + "n_pred": 16272, + "n_ref": 167394 + }, + "3": { + "Dice": 0.6258668270187095, + "FN": 82976, + "FP": 80659, + "IoU": 0.4554630070248883, + "TN": 96820522, + "TP": 136868, + "n_pred": 217527, + "n_ref": 219844 + }, + "4": { + "Dice": 0.5771218089732439, + "FN": 5952, + "FP": 10580, + "IoU": 0.405601697048143, + "TN": 97093212, + "TP": 11281, + "n_pred": 21861, + "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": 0.8812405795478541, + "FN": 108192, + "FP": 290569, + "IoU": 0.7876944438972422, + "TN": 95242784, + "TP": 1479480, + "n_pred": 1770049, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.29516820865952414, + "FN": 234692, + "FP": 205030, + "IoU": 0.17313626491411163, + "TN": 96589230, + "TP": 92073, + "n_pred": 297103, + "n_ref": 326765 + }, + "8": { + "Dice": 0.521474021695302, + "FN": 47084, + "FP": 50230, + "IoU": 0.3526985858532108, + "TN": 96970687, + "TP": 53024, + "n_pred": 103254, + "n_ref": 100108 + }, + "9": { + "Dice": 0.4532259290219622, + "FN": 62643, + "FP": 16502, + "IoU": 0.29301365824899284, + "TN": 97009078, + "TP": 32802, + "n_pred": 49304, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6896643572297412, + "FN": 80621, + "FP": 24238, + "IoU": 0.5263264882054803, + "TN": 78835031, + "TP": 116515, + "n_pred": 140753, + "n_ref": 197136 + }, + "10": { + "Dice": 0.19435284616937615, + "FN": 82904, + "FP": 897, + "IoU": 0.1076361158142457, + "TN": 78962496, + "TP": 10108, + "n_pred": 11005, + "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": 0.15737360401988387, + "FN": 59634, + "FP": 2915, + "IoU": 0.08540722327825706, + "TN": 78988015, + "TP": 5841, + "n_pred": 8756, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5163909469197199, + "FN": 22614, + "FP": 5976, + "IoU": 0.34806403064714736, + "TN": 79012551, + "TP": 15264, + "n_pred": 21240, + "n_ref": 37878 + }, + "15": { + "Dice": 0.0, + "FN": 38532, + "FP": 414, + "IoU": 0.0, + "TN": 79017459, + "TP": 0, + "n_pred": 414, + "n_ref": 38532 + }, + "2": { + "Dice": 0.23106646625362026, + "FN": 96990, + "FP": 7881, + "IoU": 0.13062473057664886, + "TN": 78935777, + "TP": 15757, + "n_pred": 23638, + "n_ref": 112747 + }, + "3": { + "Dice": 0.5753898961274808, + "FN": 63715, + "FP": 21393, + "IoU": 0.4038928929139263, + "TN": 78913632, + "TP": 57665, + "n_pred": 79058, + "n_ref": 121380 + }, + "4": { + "Dice": 0.37211533336886427, + "FN": 4991, + "FP": 6790, + "IoU": 0.2285882661079099, + "TN": 79041133, + "TP": 3491, + "n_pred": 10281, + "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": 0.8727480734730161, + "FN": 104174, + "FP": 249983, + "IoU": 0.7742262868974785, + "TN": 77487768, + "TP": 1214480, + "n_pred": 1464463, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.5871338466752155, + "FN": 237477, + "FP": 95116, + "IoU": 0.415562256405931, + "TN": 78487323, + "TP": 236489, + "n_pred": 331605, + "n_ref": 473966 + }, + "8": { + "Dice": 0.4156398699468345, + "FN": 16634, + "FP": 25243, + "IoU": 0.2623392636956139, + "TN": 78999635, + "TP": 14893, + "n_pred": 40136, + "n_ref": 31527 + }, + "9": { + "Dice": 0.5034390667909602, + "FN": 41318, + "FP": 17809, + "IoU": 0.3363973063973064, + "TN": 78967305, + "TP": 29973, + "n_pred": 47782, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.760402584935723, + "FN": 41330, + "FP": 79723, + "IoU": 0.6134270495363155, + "TN": 122398796, + "TP": 192091, + "n_pred": 271814, + "n_ref": 233421 + }, + "10": { + "Dice": 0.42508481764206957, + "FN": 70302, + "FP": 38150, + "IoU": 0.26990965761447633, + "TN": 122563394, + "TP": 40094, + "n_pred": 78244, + "n_ref": 110396 + }, + "11": { + "Dice": 0.0028653295128939827, + "FN": 4176, + "FP": 0, + "IoU": 0.0014347202295552368, + "TN": 122707758, + "TP": 6, + "n_pred": 6, + "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": 0.09175469707024662, + "FN": 49583, + "FP": 33902, + "IoU": 0.04808328202321498, + "TN": 122624238, + "TP": 4217, + "n_pred": 38119, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7267160783477302, + "FN": 25922, + "FP": 35580, + "IoU": 0.5707415808759378, + "TN": 122568665, + "TP": 81773, + "n_pred": 117353, + "n_ref": 107695 + }, + "15": { + "Dice": 0.6216191907900654, + "FN": 26899, + "FP": 2550, + "IoU": 0.45097783329293983, + "TN": 122658301, + "TP": 24190, + "n_pred": 26740, + "n_ref": 51089 + }, + "2": { + "Dice": 0.2422759864459241, + "FN": 117529, + "FP": 3894, + "IoU": 0.13783505520644726, + "TN": 122571105, + "TP": 19412, + "n_pred": 23306, + "n_ref": 136941 + }, + "3": { + "Dice": 0.49354855690182103, + "FN": 66184, + "FP": 97375, + "IoU": 0.32762327598610513, + "TN": 122468685, + "TP": 79696, + "n_pred": 177071, + "n_ref": 145880 + }, + "4": { + "Dice": 0.3063329350355324, + "FN": 50862, + "FP": 15318, + "IoU": 0.18086962979466042, + "TN": 122631147, + "TP": 14613, + "n_pred": 29931, + "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": 0.8583782096824841, + "FN": 154066, + "FP": 359623, + "IoU": 0.7518936805189624, + "TN": 120641501, + "TP": 1556750, + "n_pred": 1916373, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.46638733380456193, + "FN": 305926, + "FP": 289709, + "IoU": 0.30411025162016186, + "TN": 121856007, + "TP": 260298, + "n_pred": 550007, + "n_ref": 566224 + }, + "8": { + "Dice": 0.5146974314668104, + "FN": 71515, + "FP": 50938, + "IoU": 0.34652699212329496, + "TN": 122524552, + "TP": 64935, + "n_pred": 115873, + "n_ref": 136450 + }, + "9": { + "Dice": 0.324003136876395, + "FN": 53262, + "FP": 36386, + "IoU": 0.1933196559046899, + "TN": 122600808, + "TP": 21484, + "n_pred": 57870, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/loop_001/summary_cross_val.json b/nnActive_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/loop_001/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..2ef6225a2c83dcdd1750cf88a90406cf2e11a645 --- /dev/null +++ b/nnActive_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/loop_001/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.1410971770010617, + "FN": 879.4177777777778, + "FP": 619.0044444444445, + "IoU": 0.11246083208587145, + "TN": 100416.20444444446, + "TP": 758.44, + "n_pred": 1377.4444444444443, + "n_ref": 1637.857777777778 + }, + "mean": { + "1": { + "Dice": 0.14873516127810987, + "FN": 70.8, + "FP": 893.7333333333333, + "IoU": 0.14066976335355214, + "TN": 100830.86666666667, + "TP": 877.6666666666666, + "n_pred": 1771.4, + "n_ref": 948.4666666666667 + }, + "10": { + "Dice": 0.10725217346865555, + "FN": 1006.4666666666667, + "FP": 764.8, + "IoU": 0.06839574550619619, + "TN": 100439.1, + "TP": 462.7, + "n_pred": 1227.5, + "n_ref": 1469.1666666666667 + }, + "11": { + "Dice": 0.0001511144692104269, + "FN": 131.33333333333334, + "FP": 18.066666666666666, + "IoU": 7.558578987150416e-05, + "TN": 102523.63333333333, + "TP": 0.03333333333333333, + "n_pred": 18.1, + "n_ref": 131.36666666666667 + }, + "12": { + "Dice": 0.0, + "FN": 89.46666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 102583.6, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 89.46666666666667 + }, + "13": { + "Dice": 0.05004561726820097, + "FN": 1178.5666666666666, + "FP": 415.8333333333333, + "IoU": 0.03252421508909233, + "TN": 100933.03333333334, + "TP": 145.63333333333333, + "n_pred": 561.4666666666667, + "n_ref": 1324.2 + }, + "14": { + "Dice": 0.21541249911361002, + "FN": 755.0333333333333, + "FP": 119.63333333333334, + "IoU": 0.17353935030592432, + "TN": 101264.43333333333, + "TP": 533.9666666666667, + "n_pred": 653.6, + "n_ref": 1289.0 + }, + "15": { + "Dice": 0.2485118773094006, + "FN": 1253.2333333333333, + "FP": 53.833333333333336, + "IoU": 0.2027041835699887, + "TN": 100669.3, + "TP": 696.7, + "n_pred": 750.5333333333333, + "n_ref": 1949.9333333333334 + }, + "2": { + "Dice": 0.002319131972128818, + "FN": 752.9333333333333, + "FP": 815.0, + "IoU": 0.001179686866319992, + "TN": 101100.7, + "TP": 4.433333333333334, + "n_pred": 819.4333333333333, + "n_ref": 757.3666666666667 + }, + "3": { + "Dice": 0.1135338976409289, + "FN": 1319.0666666666666, + "FP": 901.7, + "IoU": 0.08818793189576969, + "TN": 99933.06666666667, + "TP": 519.2333333333333, + "n_pred": 1420.9333333333334, + "n_ref": 1838.3 + }, + "4": { + "Dice": 0.16660380203206282, + "FN": 256.4, + "FP": 49.666666666666664, + "IoU": 0.14100906813924224, + "TN": 101880.53333333334, + "TP": 486.46666666666664, + "n_pred": 536.1333333333333, + "n_ref": 742.8666666666667 + }, + "5": { + "Dice": 0.0, + "FN": 693.5666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 101979.5, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 693.5666666666667 + }, + "6": { + "Dice": 0.42464210249874557, + "FN": 3066.866666666667, + "FP": 1412.2, + "IoU": 0.3480404034493539, + "TN": 93037.76666666666, + "TP": 5156.233333333334, + "n_pred": 6568.433333333333, + "n_ref": 8223.1 + }, + "7": { + "Dice": 0.18043849188810995, + "FN": 816.6333333333333, + "FP": 1841.6, + "IoU": 0.13426160628415287, + "TN": 98794.76666666666, + "TP": 1220.0666666666666, + "n_pred": 3061.6666666666665, + "n_ref": 2036.7 + }, + "8": { + "Dice": 0.35387876659206324, + "FN": 619.8333333333334, + "FP": 1056.7666666666667, + "IoU": 0.2875507138935347, + "TN": 100119.8, + "TP": 876.6666666666666, + "n_pred": 1933.4333333333334, + "n_ref": 1496.5 + }, + "9": { + "Dice": 0.10493301948469899, + "FN": 1181.0666666666666, + "FP": 942.2333333333333, + "IoU": 0.06877422714507307, + "TN": 100152.96666666666, + "TP": 396.8, + "n_pred": 1339.0333333333333, + "n_ref": 1577.8666666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.11306918982850385, + "FN": 7346, + "FP": 153, + "IoU": 0.059922276545067064, + "TN": 90327, + "TP": 478, + "n_pred": 631, + "n_ref": 7824 + }, + "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": 0.013913939706261274, + "FN": 3806, + "FP": 21, + "IoU": 0.00700570835495589, + "TN": 94450, + "TP": 27, + "n_pred": 48, + "n_ref": 3833 + }, + "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": 265, + "IoU": 0.0, + "TN": 98039, + "TP": 0, + "n_pred": 265, + "n_ref": 0 + }, + "3": { + "Dice": 0.819966879583629, + "FN": 166, + "FP": 595, + "IoU": 0.6948676824378508, + "TN": 95810, + "TP": 1733, + "n_pred": 2328, + "n_ref": 1899 + }, + "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": 9, + "IoU": 0.0, + "TN": 98295, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "7": { + "Dice": 0.3899147727272727, + "FN": 658, + "FP": 4496, + "IoU": 0.24217026907807676, + "TN": 91503, + "TP": 1647, + "n_pred": 6143, + "n_ref": 2305 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 9869, + "IoU": 0.0, + "TN": 88435, + "TP": 0, + "n_pred": 9869, + "n_ref": 0 + }, + "9": { + "Dice": 0.1384047570227599, + "FN": 8123, + "FP": 281, + "IoU": 0.07434739508756472, + "TN": 89225, + "TP": 675, + "n_pred": 956, + "n_ref": 8798 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 0.7055298028749356, + "FN": 6289, + "FP": 0, + "IoU": 0.5450336395861969, + "TN": 68097, + "TP": 7534, + "n_pred": 7534, + "n_ref": 13823 + }, + "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": 65, + "IoU": 0.0, + "TN": 81855, + "TP": 0, + "n_pred": 65, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 65481, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "10": { + "Dice": 0.2907863849765258, + "FN": 3880, + "FP": 954, + "IoU": 0.17012875536480687, + "TN": 59711, + "TP": 991, + "n_pred": 1945, + "n_ref": 4871 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 65531, + "TP": 0, + "n_pred": 5, + "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": 502, + "IoU": 0.0, + "TN": 65034, + "TP": 0, + "n_pred": 502, + "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": 50, + "IoU": 0.0, + "TN": 65486, + "TP": 0, + "n_pred": 50, + "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": 322, + "IoU": 0.0, + "TN": 65214, + "TP": 0, + "n_pred": 322, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 4822, + "FP": 0, + "IoU": 0.0, + "TN": 60714, + "TP": 0, + "n_pred": 0, + "n_ref": 4822 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 308, + "IoU": 0.0, + "TN": 65228, + "TP": 0, + "n_pred": 308, + "n_ref": 0 + }, + "7": { + "Dice": 0.5630133945089913, + "FN": 2517, + "FP": 3388, + "IoU": 0.3918014213616232, + "TN": 55827, + "TP": 3804, + "n_pred": 7192, + "n_ref": 6321 + }, + "8": { + "Dice": 0.5642965204236006, + "FN": 567, + "FP": 9, + "IoU": 0.39304531085353, + "TN": 64587, + "TP": 373, + "n_pred": 382, + "n_ref": 940 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0019.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": 3710, + "FP": 21, + "IoU": 0.0, + "TN": 110957, + "TP": 0, + "n_pred": 21, + "n_ref": 3710 + }, + "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": 22, + "IoU": 0.0, + "TN": 114666, + "TP": 0, + "n_pred": 22, + "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": 1469, + "IoU": 0.0, + "TN": 113219, + "TP": 0, + "n_pred": 1469, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 114679, + "TP": 0, + "n_pred": 9, + "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": 4790, + "IoU": 0.0, + "TN": 109898, + "TP": 0, + "n_pred": 4790, + "n_ref": 0 + }, + "7": { + "Dice": 0.6667025166702517, + "FN": 2555, + "FP": 3643, + "IoU": 0.500040332338469, + "TN": 102291, + "TP": 6199, + "n_pred": 9842, + "n_ref": 8754 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.03425925925925926, + "FN": 1671, + "FP": 415, + "IoU": 0.017428167687235045, + "TN": 47029, + "TP": 37, + "n_pred": 452, + "n_ref": 1708 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2558, + "FP": 0, + "IoU": 0.0, + "TN": 46594, + "TP": 0, + "n_pred": 0, + "n_ref": 2558 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2096, + "IoU": 0.0, + "TN": 47056, + "TP": 0, + "n_pred": 2096, + "n_ref": 0 + }, + "14": { + "Dice": 0.5570545958895473, + "FN": 3513, + "FP": 0, + "IoU": 0.38605382733310034, + "TN": 43430, + "TP": 2209, + "n_pred": 2209, + "n_ref": 5722 + }, + "15": { + "Dice": 0.0, + "FN": 78, + "FP": 221, + "IoU": 0.0, + "TN": 48853, + "TP": 0, + "n_pred": 221, + "n_ref": 78 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 49151, + "TP": 0, + "n_pred": 1, + "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": 0.42424242424242425, + "FN": 15, + "FP": 42, + "IoU": 0.2692307692307692, + "TN": 49074, + "TP": 21, + "n_pred": 63, + "n_ref": 36 + }, + "8": { + "Dice": 0.8671556642216789, + "FN": 137, + "FP": 515, + "IoU": 0.7654676258992805, + "TN": 46372, + "TP": 2128, + "n_pred": 2643, + "n_ref": 2265 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 49101, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1723, + "IoU": 0.0, + "TN": 63813, + "TP": 0, + "n_pred": 1723, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 65511, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 126, + "FP": 0, + "IoU": 0.0, + "TN": 65410, + "TP": 0, + "n_pred": 0, + "n_ref": 126 + }, + "13": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 65515, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.8950853305977805, + "FN": 669, + "FP": 456, + "IoU": 0.8100945307224848, + "TN": 59612, + "TP": 4799, + "n_pred": 5255, + "n_ref": 5468 + }, + "2": { + "Dice": 0.039056632116569026, + "FN": 6344, + "FP": 53, + "IoU": 0.019917266738164546, + "TN": 59009, + "TP": 130, + "n_pred": 183, + "n_ref": 6474 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 65527, + "TP": 0, + "n_pred": 9, + "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": 0.7941495442154938, + "FN": 757, + "FP": 6266, + "IoU": 0.658580456976179, + "TN": 44966, + "TP": 13547, + "n_pred": 19813, + "n_ref": 14304 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4219, + "IoU": 0.0, + "TN": 61317, + "TP": 0, + "n_pred": 4219, + "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": 38, + "IoU": 0.0, + "TN": 65498, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0052.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": 0.8915405923716173, + "FN": 391, + "FP": 1136, + "IoU": 0.8043060361399462, + "TN": 74117, + "TP": 6276, + "n_pred": 7412, + "n_ref": 6667 + }, + "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": 386, + "IoU": 0.0, + "TN": 81534, + "TP": 0, + "n_pred": 386, + "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": 24, + "IoU": 0.0, + "TN": 81896, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "7": { + "Dice": 0.6153846153846154, + "FN": 106, + "FP": 1784, + "IoU": 0.4444444444444444, + "TN": 78518, + "TP": 1512, + "n_pred": 3296, + "n_ref": 1618 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0054.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": 388, + "IoU": 0.0, + "TN": 163452, + "TP": 0, + "n_pred": 388, + "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": 1026, + "IoU": 0.0, + "TN": 162814, + "TP": 0, + "n_pred": 1026, + "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": 0, + "FP": 401, + "IoU": 0.0, + "TN": 163439, + "TP": 0, + "n_pred": 401, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4058, + "IoU": 0.0, + "TN": 159782, + "TP": 0, + "n_pred": 4058, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 163790, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9549171019759255, + "FN": 1701, + "FP": 681, + "IoU": 0.9137237857220472, + "TN": 136231, + "TP": 25227, + "n_pred": 25908, + "n_ref": 26928 + }, + "7": { + "Dice": 0.7275287999711098, + "FN": 7406, + "FP": 139, + "IoU": 0.571744806447951, + "TN": 146222, + "TP": 10073, + "n_pred": 10212, + "n_ref": 17479 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3906, + "IoU": 0.0, + "TN": 159934, + "TP": 0, + "n_pred": 3906, + "n_ref": 0 + }, + "9": { + "Dice": 0.42695943885330895, + "FN": 2930, + "FP": 828, + "IoU": 0.27142303218301667, + "TN": 158682, + "TP": 1400, + "n_pred": 2228, + "n_ref": 4330 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9264, + "IoU": 0.0, + "TN": 72656, + "TP": 0, + "n_pred": 9264, + "n_ref": 0 + }, + "10": { + "Dice": 0.0038888888888888888, + "FN": 3468, + "FP": 118, + "IoU": 0.0019482326746451434, + "TN": 78327, + "TP": 7, + "n_pred": 125, + "n_ref": 3475 + }, + "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": 0.22025894897182025, + "FN": 4512, + "FP": 607, + "IoU": 0.12375898664840808, + "TN": 76078, + "TP": 723, + "n_pred": 1330, + "n_ref": 5235 + }, + "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": 26, + "IoU": 0.0, + "TN": 81894, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 81884, + "TP": 0, + "n_pred": 36, + "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": 0.23632707774798928, + "FN": 11391, + "FP": 3, + "IoU": 0.13399711180360266, + "TN": 68763, + "TP": 1763, + "n_pred": 1766, + "n_ref": 13154 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 224, + "IoU": 0.0, + "TN": 81696, + "TP": 0, + "n_pred": 224, + "n_ref": 0 + }, + "8": { + "Dice": 0.6856269396451897, + "FN": 6786, + "FP": 1, + "IoU": 0.5216380039469974, + "TN": 67732, + "TP": 7401, + "n_pred": 7402, + "n_ref": 14187 + }, + "9": { + "Dice": 0.0, + "FN": 143, + "FP": 1227, + "IoU": 0.0, + "TN": 80550, + "TP": 0, + "n_pred": 1227, + "n_ref": 143 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.25497630331753557, + "FN": 2995, + "FP": 149, + "IoU": 0.1461162411732754, + "TN": 45470, + "TP": 538, + "n_pred": 687, + "n_ref": 3533 + }, + "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": 0.5964323189926548, + "FN": 2270, + "FP": 1576, + "IoU": 0.4249401913875598, + "TN": 42464, + "TP": 2842, + "n_pred": 4418, + "n_ref": 5112 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 4413, + "FP": 0, + "IoU": 0.0, + "TN": 44739, + "TP": 0, + "n_pred": 0, + "n_ref": 4413 + }, + "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": 91, + "IoU": 0.0, + "TN": 49061, + "TP": 0, + "n_pred": 91, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 199, + "FP": 0, + "IoU": 0.0, + "TN": 48953, + "TP": 0, + "n_pred": 0, + "n_ref": 199 + }, + "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": 0.9304951892715183, + "FN": 1524, + "FP": 347, + "IoU": 0.8700243139979159, + "TN": 34757, + "TP": 12524, + "n_pred": 12871, + "n_ref": 14048 + }, + "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": 221, + "IoU": 0.0, + "TN": 48931, + "TP": 0, + "n_pred": 221, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 169, + "IoU": 0.0, + "TN": 98135, + "TP": 0, + "n_pred": 169, + "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": 2922, + "FP": 0, + "IoU": 0.0, + "TN": 95382, + "TP": 0, + "n_pred": 0, + "n_ref": 2922 + }, + "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": 62, + "FP": 0, + "IoU": 0.0, + "TN": 98242, + "TP": 0, + "n_pred": 0, + "n_ref": 62 + }, + "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": 0.47769667477696676, + "FN": 499, + "FP": 789, + "IoU": 0.3137986148108684, + "TN": 96427, + "TP": 589, + "n_pred": 1378, + "n_ref": 1088 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 98292, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1060, + "FP": 17, + "IoU": 0.0, + "TN": 129995, + "TP": 0, + "n_pred": 17, + "n_ref": 1060 + }, + "10": { + "Dice": 0.143664047151277, + "FN": 2335, + "FP": 4639, + "IoU": 0.07739118931075539, + "TN": 123513, + "TP": 585, + "n_pred": 5224, + "n_ref": 2920 + }, + "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": 0.03832634085497222, + "FN": 7538, + "FP": 943, + "IoU": 0.01953757225433526, + "TN": 122422, + "TP": 169, + "n_pred": 1112, + "n_ref": 7707 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 131060, + "TP": 0, + "n_pred": 12, + "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": 1749, + "FP": 0, + "IoU": 0.0, + "TN": 129323, + "TP": 0, + "n_pred": 0, + "n_ref": 1749 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 879, + "IoU": 0.0, + "TN": 130193, + "TP": 0, + "n_pred": 879, + "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": 92, + "FP": 0, + "IoU": 0.0, + "TN": 130980, + "TP": 0, + "n_pred": 0, + "n_ref": 92 + }, + "6": { + "Dice": 0.0, + "FN": 755, + "FP": 162, + "IoU": 0.0, + "TN": 130155, + "TP": 0, + "n_pred": 162, + "n_ref": 755 + }, + "7": { + "Dice": 0.13408484129338474, + "FN": 2620, + "FP": 299, + "IoU": 0.07186009538950715, + "TN": 127927, + "TP": 226, + "n_pred": 525, + "n_ref": 2846 + }, + "8": { + "Dice": 0.7862232779097387, + "FN": 358, + "FP": 2, + "IoU": 0.6477495107632094, + "TN": 130050, + "TP": 662, + "n_pred": 664, + "n_ref": 1020 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3775, + "IoU": 0.0, + "TN": 127297, + "TP": 0, + "n_pred": 3775, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 81915, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1464, + "IoU": 0.0, + "TN": 80456, + "TP": 0, + "n_pred": 1464, + "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": 676, + "IoU": 0.0, + "TN": 81244, + "TP": 0, + "n_pred": 676, + "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": 0.19188649356016255, + "FN": 11728, + "FP": 5, + "IoU": 0.10612524760018284, + "TN": 68794, + "TP": 1393, + "n_pred": 1398, + "n_ref": 13121 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 2770, + "FP": 0, + "IoU": 0.0, + "TN": 79150, + "TP": 0, + "n_pred": 0, + "n_ref": 2770 + }, + "6": { + "Dice": 0.7145390070921985, + "FN": 860, + "FP": 106, + "IoU": 0.5558620689655173, + "TN": 79745, + "TP": 1209, + "n_pred": 1315, + "n_ref": 2069 + }, + "7": { + "Dice": 0.053313023610053314, + "FN": 670, + "FP": 3059, + "IoU": 0.027386541471048513, + "TN": 78086, + "TP": 105, + "n_pred": 3164, + "n_ref": 775 + }, + "8": { + "Dice": 0.06661921708185053, + "FN": 6557, + "FP": 0, + "IoU": 0.03445737004859373, + "TN": 75129, + "TP": 234, + "n_pred": 234, + "n_ref": 6791 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 5533, + "IoU": 0.0, + "TN": 76387, + "TP": 0, + "n_pred": 5533, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1773, + "IoU": 0.0, + "TN": 194835, + "TP": 0, + "n_pred": 1773, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.27287149656266524, + "FN": 12375, + "FP": 0, + "IoU": 0.15799142682180037, + "TN": 181911, + "TP": 2322, + "n_pred": 2322, + "n_ref": 14697 + }, + "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": 0.0, + "FN": 191, + "FP": 0, + "IoU": 0.0, + "TN": 196417, + "TP": 0, + "n_pred": 0, + "n_ref": 191 + }, + "6": { + "Dice": 0.19403508771929825, + "FN": 3576, + "FP": 5612, + "IoU": 0.10744122789974743, + "TN": 186314, + "TP": 1106, + "n_pred": 6718, + "n_ref": 4682 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6225, + "IoU": 0.0, + "TN": 190383, + "TP": 0, + "n_pred": 6225, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 7634, + "IoU": 0.0, + "TN": 188974, + "TP": 0, + "n_pred": 7634, + "n_ref": 0 + }, + "9": { + "Dice": 0.0009689922480620155, + "FN": 5797, + "FP": 389, + "IoU": 0.0004847309743092584, + "TN": 190419, + "TP": 3, + "n_pred": 392, + "n_ref": 5800 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 114669, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0007555723460521345, + "FN": 2152, + "FP": 493, + "IoU": 0.0003779289493575208, + "TN": 112042, + "TP": 1, + "n_pred": 494, + "n_ref": 2153 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 445, + "FP": 0, + "IoU": 0.0, + "TN": 114243, + "TP": 0, + "n_pred": 0, + "n_ref": 445 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1007, + "IoU": 0.0, + "TN": 113681, + "TP": 0, + "n_pred": 1007, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 114638, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 852, + "FP": 443, + "IoU": 0.0, + "TN": 113393, + "TP": 0, + "n_pred": 443, + "n_ref": 852 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 114659, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 125, + "IoU": 0.0, + "TN": 114563, + "TP": 0, + "n_pred": 125, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6816881258941345, + "FN": 18362, + "FP": 328, + "IoU": 0.5170916983179599, + "TN": 75985, + "TP": 20013, + "n_pred": 20341, + "n_ref": 38375 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1842, + "IoU": 0.0, + "TN": 112846, + "TP": 0, + "n_pred": 1842, + "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": 28, + "IoU": 0.0, + "TN": 114660, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 148, + "IoU": 0.0, + "TN": 81772, + "TP": 0, + "n_pred": 148, + "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": 10655, + "FP": 21, + "IoU": 0.0, + "TN": 71244, + "TP": 0, + "n_pred": 21, + "n_ref": 10655 + }, + "3": { + "Dice": 0.07587939698492463, + "FN": 387, + "FP": 3291, + "IoU": 0.03943588404283103, + "TN": 78091, + "TP": 151, + "n_pred": 3442, + "n_ref": 538 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 81839, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 39, + "FP": 0, + "IoU": 0.0, + "TN": 81881, + "TP": 0, + "n_pred": 0, + "n_ref": 39 + }, + "6": { + "Dice": 0.5762085822922325, + "FN": 175, + "FP": 7627, + "IoU": 0.4047001373416756, + "TN": 68814, + "TP": 5304, + "n_pred": 12931, + "n_ref": 5479 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4170, + "IoU": 0.0, + "TN": 77750, + "TP": 0, + "n_pred": 4170, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.4404248030147311, + "FN": 8126, + "FP": 41, + "IoU": 0.28240049204815043, + "TN": 70539, + "TP": 3214, + "n_pred": 3255, + "n_ref": 11340 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0186.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": 159, + "FP": 91, + "IoU": 0.0, + "TN": 196358, + "TP": 0, + "n_pred": 91, + "n_ref": 159 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7609, + "IoU": 0.0, + "TN": 188999, + "TP": 0, + "n_pred": 7609, + "n_ref": 0 + }, + "3": { + "Dice": 0.409266995822256, + "FN": 7695, + "FP": 82, + "IoU": 0.2572820169993315, + "TN": 186137, + "TP": 2694, + "n_pred": 2776, + "n_ref": 10389 + }, + "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": 0.0, + "FN": 0, + "FP": 425, + "IoU": 0.0, + "TN": 196183, + "TP": 0, + "n_pred": 425, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1689, + "IoU": 0.0, + "TN": 194919, + "TP": 0, + "n_pred": 1689, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9313984168865436, + "FN": 904, + "FP": 32, + "IoU": 0.8716049382716049, + "TN": 189318, + "TP": 6354, + "n_pred": 6386, + "n_ref": 7258 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4267, + "IoU": 0.0, + "TN": 192341, + "TP": 0, + "n_pred": 4267, + "n_ref": 0 + }, + "3": { + "Dice": 0.02707275803722504, + "FN": 4600, + "FP": 0, + "IoU": 0.0137221269296741, + "TN": 191944, + "TP": 64, + "n_pred": 64, + "n_ref": 4664 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3701, + "FP": 0, + "IoU": 0.0, + "TN": 192907, + "TP": 0, + "n_pred": 0, + "n_ref": 3701 + }, + "6": { + "Dice": 0.9784997611084567, + "FN": 0, + "FP": 720, + "IoU": 0.9579045837231057, + "TN": 179504, + "TP": 16384, + "n_pred": 17104, + "n_ref": 16384 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 196573, + "TP": 0, + "n_pred": 35, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 745, + "IoU": 0.0, + "TN": 48407, + "TP": 0, + "n_pred": 745, + "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": 1788, + "FP": 5, + "IoU": 0.0, + "TN": 47359, + "TP": 0, + "n_pred": 5, + "n_ref": 1788 + }, + "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": 2984, + "FP": 0, + "IoU": 0.0, + "TN": 46168, + "TP": 0, + "n_pred": 0, + "n_ref": 2984 + }, + "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": 0.6663311524911928, + "FN": 1224, + "FP": 102, + "IoU": 0.499622641509434, + "TN": 46502, + "TP": 1324, + "n_pred": 1426, + "n_ref": 2548 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1187, + "IoU": 0.0, + "TN": 47965, + "TP": 0, + "n_pred": 1187, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.3253012048192771, + "FN": 1120, + "FP": 0, + "IoU": 0.19424460431654678, + "TN": 47762, + "TP": 270, + "n_pred": 270, + "n_ref": 1390 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6024, + "IoU": 0.0, + "TN": 59512, + "TP": 0, + "n_pred": 6024, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 134, + "IoU": 0.0, + "TN": 65402, + "TP": 0, + "n_pred": 134, + "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": 1187, + "IoU": 0.0, + "TN": 64349, + "TP": 0, + "n_pred": 1187, + "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": 151, + "IoU": 0.0, + "TN": 65385, + "TP": 0, + "n_pred": 151, + "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": 5600, + "FP": 0, + "IoU": 0.0, + "TN": 59936, + "TP": 0, + "n_pred": 0, + "n_ref": 5600 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 10398, + "IoU": 0.0, + "TN": 55138, + "TP": 0, + "n_pred": 10398, + "n_ref": 0 + }, + "7": { + "Dice": 0.00847457627118644, + "FN": 233, + "FP": 1, + "IoU": 0.00425531914893617, + "TN": 65301, + "TP": 1, + "n_pred": 2, + "n_ref": 234 + }, + "8": { + "Dice": 0.749716640906749, + "FN": 2429, + "FP": 0, + "IoU": 0.5996373825613978, + "TN": 59469, + "TP": 3638, + "n_pred": 3638, + "n_ref": 6067 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 715, + "IoU": 0.0, + "TN": 64821, + "TP": 0, + "n_pred": 715, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.19922299922299921, + "FN": 806, + "FP": 4347, + "IoU": 0.11063168795305488, + "TN": 108894, + "TP": 641, + "n_pred": 4988, + "n_ref": 1447 + }, + "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": 0.08193517957010983, + "FN": 13597, + "FP": 28, + "IoU": 0.04271762804749526, + "TN": 100455, + "TP": 608, + "n_pred": 636, + "n_ref": 14205 + }, + "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": 8555, + "IoU": 0.0, + "TN": 106133, + "TP": 0, + "n_pred": 8555, + "n_ref": 0 + }, + "3": { + "Dice": 0.0579870437667878, + "FN": 11881, + "FP": 43, + "IoU": 0.0298592466032056, + "TN": 102397, + "TP": 367, + "n_pred": 410, + "n_ref": 12248 + }, + "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": 0.0, + "FN": 0, + "FP": 624, + "IoU": 0.0, + "TN": 114064, + "TP": 0, + "n_pred": 624, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 7846, + "IoU": 0.0, + "TN": 106842, + "TP": 0, + "n_pred": 7846, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 7782, + "FP": 138, + "IoU": 0.0, + "TN": 106768, + "TP": 0, + "n_pred": 138, + "n_ref": 7782 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9676484411718628, + "FN": 120, + "FP": 706, + "IoU": 0.9373245314515517, + "TN": 117893, + "TP": 12353, + "n_pred": 13059, + "n_ref": 12473 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 139, + "IoU": 0.0, + "TN": 130933, + "TP": 0, + "n_pred": 139, + "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": 1757, + "FP": 1083, + "IoU": 0.0, + "TN": 128232, + "TP": 0, + "n_pred": 1083, + "n_ref": 1757 + }, + "15": { + "Dice": 0.8857558668364562, + "FN": 1625, + "FP": 887, + "IoU": 0.7949387755102041, + "TN": 118822, + "TP": 9738, + "n_pred": 10625, + "n_ref": 11363 + }, + "2": { + "Dice": 0.007326007326007326, + "FN": 4, + "FP": 809, + "IoU": 0.003676470588235294, + "TN": 130256, + "TP": 3, + "n_pred": 812, + "n_ref": 7 + }, + "3": { + "Dice": 0.04040404040404041, + "FN": 462, + "FP": 2483, + "IoU": 0.020618556701030927, + "TN": 128065, + "TP": 62, + "n_pred": 2545, + "n_ref": 524 + }, + "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": 180, + "IoU": 0.0, + "TN": 130892, + "TP": 0, + "n_pred": 180, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 2043, + "FP": 0, + "IoU": 0.0, + "TN": 129029, + "TP": 0, + "n_pred": 0, + "n_ref": 2043 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 131007, + "TP": 0, + "n_pred": 65, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 81909, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2176, + "IoU": 0.0, + "TN": 79744, + "TP": 0, + "n_pred": 2176, + "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": 2237, + "IoU": 0.0, + "TN": 79683, + "TP": 0, + "n_pred": 2237, + "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": 0.6497640031744706, + "FN": 8361, + "FP": 24, + "IoU": 0.481222545319557, + "TN": 65757, + "TP": 7778, + "n_pred": 7802, + "n_ref": 16139 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 81915, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "8": { + "Dice": 0.9108254507235831, + "FN": 319, + "FP": 784, + "IoU": 0.8362529691211401, + "TN": 75184, + "TP": 5633, + "n_pred": 6417, + "n_ref": 5952 + }, + "9": { + "Dice": 0.01771831495208823, + "FN": 80, + "FP": 5353, + "IoU": 0.00893834367019336, + "TN": 76438, + "TP": 49, + "n_pred": 5402, + "n_ref": 129 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 98302, + "TP": 0, + "n_pred": 2, + "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": 246, + "FP": 0, + "IoU": 0.0, + "TN": 98058, + "TP": 0, + "n_pred": 0, + "n_ref": 246 + }, + "14": { + "Dice": 0.0, + "FN": 4440, + "FP": 0, + "IoU": 0.0, + "TN": 93864, + "TP": 0, + "n_pred": 0, + "n_ref": 4440 + }, + "15": { + "Dice": 0.038866026520347506, + "FN": 4204, + "FP": 0, + "IoU": 0.01981813942643973, + "TN": 94015, + "TP": 85, + "n_pred": 85, + "n_ref": 4289 + }, + "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": 1, + "IoU": 0.0, + "TN": 98303, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 3581, + "FP": 267, + "IoU": 0.0, + "TN": 94456, + "TP": 0, + "n_pred": 267, + "n_ref": 3581 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6098039879481364, + "FN": 23035, + "FP": 17, + "IoU": 0.43864604894679166, + "TN": 57239, + "TP": 18013, + "n_pred": 18030, + "n_ref": 41048 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7275, + "IoU": 0.0, + "TN": 91029, + "TP": 0, + "n_pred": 7275, + "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": 3, + "FP": 116, + "IoU": 0.0, + "TN": 98185, + "TP": 0, + "n_pred": 116, + "n_ref": 3 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.926921206225681, + "FN": 40, + "FP": 1162, + "IoU": 0.8637960339943342, + "TN": 56711, + "TP": 7623, + "n_pred": 8785, + "n_ref": 7663 + }, + "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": 5, + "IoU": 0.0, + "TN": 65531, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 467, + "IoU": 0.0, + "TN": 65069, + "TP": 0, + "n_pred": 467, + "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": 1.0, + "FN": 0, + "FP": 0, + "IoU": 1.0, + "TN": 49152, + "TP": 16384, + "n_pred": 16384, + "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": 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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 98290, + "TP": 0, + "n_pred": 14, + "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": 6152, + "FP": 123, + "IoU": 0.0, + "TN": 92029, + "TP": 0, + "n_pred": 123, + "n_ref": 6152 + }, + "15": { + "Dice": 0.0, + "FN": 1986, + "FP": 0, + "IoU": 0.0, + "TN": 96318, + "TP": 0, + "n_pred": 0, + "n_ref": 1986 + }, + "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": 0.3116427761163246, + "FN": 13350, + "FP": 0, + "IoU": 0.18458343513315417, + "TN": 81932, + "TP": 3022, + "n_pred": 3022, + "n_ref": 16372 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 98300, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 196, + "IoU": 0.0, + "TN": 98108, + "TP": 0, + "n_pred": 196, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3890, + "IoU": 0.0, + "TN": 94414, + "TP": 0, + "n_pred": 3890, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1853, + "IoU": 0.0, + "TN": 145603, + "TP": 0, + "n_pred": 1853, + "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": 2, + "IoU": 0.0, + "TN": 147454, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11339, + "IoU": 0.0, + "TN": 136117, + "TP": 0, + "n_pred": 11339, + "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": 642, + "FP": 6922, + "IoU": 0.0, + "TN": 139892, + "TP": 0, + "n_pred": 6922, + "n_ref": 642 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0378.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": 162, + "IoU": 0.0, + "TN": 81758, + "TP": 0, + "n_pred": 162, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 228, + "IoU": 0.0, + "TN": 81692, + "TP": 0, + "n_pred": 228, + "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": 0.8752821399414109, + "FN": 2591, + "FP": 6, + "IoU": 0.7782237403928266, + "TN": 70210, + "TP": 9113, + "n_pred": 9119, + "n_ref": 11704 + }, + "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": 234, + "IoU": 0.0, + "TN": 81686, + "TP": 0, + "n_pred": 234, + "n_ref": 0 + }, + "8": { + "Dice": 0.9259930773034448, + "FN": 849, + "FP": 49, + "IoU": 0.8621853898096992, + "TN": 75404, + "TP": 5618, + "n_pred": 5667, + "n_ref": 6467 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2889, + "IoU": 0.0, + "TN": 95415, + "TP": 0, + "n_pred": 2889, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 864, + "FP": 559, + "IoU": 0.0, + "TN": 96881, + "TP": 0, + "n_pred": 559, + "n_ref": 864 + }, + "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": 1369, + "IoU": 0.0, + "TN": 96935, + "TP": 0, + "n_pred": 1369, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 109, + "FP": 0, + "IoU": 0.0, + "TN": 98195, + "TP": 0, + "n_pred": 0, + "n_ref": 109 + }, + "15": { + "Dice": 0.3925400525767571, + "FN": 12247, + "FP": 0, + "IoU": 0.2441989632189583, + "TN": 82100, + "TP": 3957, + "n_pred": 3957, + "n_ref": 16204 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 212, + "IoU": 0.0, + "TN": 98092, + "TP": 0, + "n_pred": 212, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 224, + "IoU": 0.0, + "TN": 98080, + "TP": 0, + "n_pred": 224, + "n_ref": 0 + }, + "4": { + "Dice": 0.5670162059103908, + "FN": 2102, + "FP": 169, + "IoU": 0.39568919638105376, + "TN": 94546, + "TP": 1487, + "n_pred": 1656, + "n_ref": 3589 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9013655634413136, + "FN": 2178, + "FP": 2033, + "IoU": 0.8204417533685826, + "TN": 74852, + "TP": 19241, + "n_pred": 21274, + "n_ref": 21419 + }, + "7": { + "Dice": 0.0, + "FN": 4, + "FP": 2418, + "IoU": 0.0, + "TN": 95882, + "TP": 0, + "n_pred": 2418, + "n_ref": 4 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 215, + "IoU": 0.0, + "TN": 98089, + "TP": 0, + "n_pred": 215, + "n_ref": 0 + }, + "10": { + "Dice": 0.6761677028534991, + "FN": 2960, + "FP": 7197, + "IoU": 0.5107653773902991, + "TN": 77543, + "TP": 10604, + "n_pred": 17801, + "n_ref": 13564 + }, + "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": 23, + "IoU": 0.0, + "TN": 98281, + "TP": 0, + "n_pred": 23, + "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": 111, + "IoU": 0.0, + "TN": 98193, + "TP": 0, + "n_pred": 111, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3339, + "IoU": 0.0, + "TN": 94965, + "TP": 0, + "n_pred": 3339, + "n_ref": 0 + }, + "4": { + "Dice": 0.9324180123781746, + "FN": 1810, + "FP": 90, + "IoU": 0.8733924168721263, + "TN": 83297, + "TP": 13107, + "n_pred": 13197, + "n_ref": 14917 + }, + "5": { + "Dice": 0.0, + "FN": 3592, + "FP": 0, + "IoU": 0.0, + "TN": 94712, + "TP": 0, + "n_pred": 0, + "n_ref": 3592 + }, + "6": { + "Dice": 0.4974965862539827, + "FN": 6281, + "FP": 2551, + "IoU": 0.33111178430778554, + "TN": 85100, + "TP": 4372, + "n_pred": 6923, + "n_ref": 10653 + }, + "7": { + "Dice": 0.17824663514005093, + "FN": 3506, + "FP": 1012, + "IoU": 0.09784345047923322, + "TN": 93296, + "TP": 490, + "n_pred": 1502, + "n_ref": 3996 + }, + "8": { + "Dice": 0.3356643356643357, + "FN": 94, + "FP": 1, + "IoU": 0.20168067226890757, + "TN": 98185, + "TP": 24, + "n_pred": 25, + "n_ref": 118 + }, + "9": { + "Dice": 0.6439498592990535, + "FN": 1328, + "FP": 5631, + "IoU": 0.4748717174766073, + "TN": 85052, + "TP": 6293, + "n_pred": 11924, + "n_ref": 7621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.11769306471967882, + "FN": 697.8955555555556, + "FP": 798.8044444444445, + "IoU": 0.08973868040116854, + "TN": 109937.93555555555, + "TP": 522.6977777777779, + "n_pred": 1321.5022222222221, + "n_ref": 1220.5933333333335 + }, + "mean": { + "1": { + "Dice": 0.2558499133880614, + "FN": 538.0666666666667, + "FP": 1129.4666666666667, + "IoU": 0.19904067735384146, + "TN": 108772.06666666667, + "TP": 1517.7333333333333, + "n_pred": 2647.2, + "n_ref": 2055.8 + }, + "10": { + "Dice": 0.07296821517883136, + "FN": 1510.4, + "FP": 596.1, + "IoU": 0.05186315820103793, + "TN": 109677.63333333333, + "TP": 173.2, + "n_pred": 769.3, + "n_ref": 1683.6 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 0.06666666666666667, + "IoU": 0.0, + "TN": 111957.26666666666, + "TP": 0.0, + "n_pred": 0.06666666666666667, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 280.3333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 111677.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 280.3333333333333 + }, + "13": { + "Dice": 0.08011523430652301, + "FN": 418.76666666666665, + "FP": 111.9, + "IoU": 0.06109522666818162, + "TN": 111237.13333333333, + "TP": 189.53333333333333, + "n_pred": 301.43333333333334, + "n_ref": 608.3 + }, + "14": { + "Dice": 0.09559174809989142, + "FN": 131.53333333333333, + "FP": 851.2, + "IoU": 0.08387637666247476, + "TN": 110754.5, + "TP": 220.1, + "n_pred": 1071.3, + "n_ref": 351.6333333333333 + }, + "15": { + "Dice": 0.18109380283341736, + "FN": 384.8333333333333, + "FP": 644.6666666666666, + "IoU": 0.12053850864843914, + "TN": 110696.26666666666, + "TP": 231.56666666666666, + "n_pred": 876.2333333333333, + "n_ref": 616.4 + }, + "2": { + "Dice": 0.011059815707931197, + "FN": 1020.7333333333333, + "FP": 1921.3666666666666, + "IoU": 0.006407586385939665, + "TN": 108921.16666666667, + "TP": 94.06666666666666, + "n_pred": 2015.4333333333334, + "n_ref": 1114.8 + }, + "3": { + "Dice": 0.15647951243724337, + "FN": 1132.0333333333333, + "FP": 823.7333333333333, + "IoU": 0.12625001154614587, + "TN": 109498.6, + "TP": 502.96666666666664, + "n_pred": 1326.7, + "n_ref": 1635.0 + }, + "4": { + "Dice": 0.17065501042246944, + "FN": 698.8666666666667, + "FP": 80.33333333333333, + "IoU": 0.11445776523130294, + "TN": 111015.1, + "TP": 163.03333333333333, + "n_pred": 243.36666666666667, + "n_ref": 861.9 + }, + "5": { + "Dice": 0.0, + "FN": 157.56666666666666, + "FP": 0.13333333333333333, + "IoU": 0.0, + "TN": 111799.63333333333, + "TP": 0.0, + "n_pred": 0.13333333333333333, + "n_ref": 157.56666666666666 + }, + "6": { + "Dice": 0.33756024335899504, + "FN": 772.7, + "FP": 2030.0333333333333, + "IoU": 0.2722960183795546, + "TN": 106711.33333333333, + "TP": 2443.266666666667, + "n_pred": 4473.3, + "n_ref": 3215.9666666666667 + }, + "7": { + "Dice": 0.1706028862699246, + "FN": 1608.8333333333333, + "FP": 1648.7333333333333, + "IoU": 0.13434143217074426, + "TN": 107230.73333333334, + "TP": 1469.0333333333333, + "n_pred": 3117.766666666667, + "n_ref": 3077.866666666667 + }, + "8": { + "Dice": 0.14860730846484335, + "FN": 1136.1333333333334, + "FP": 1605.2333333333333, + "IoU": 0.11408991073360027, + "TN": 108692.56666666667, + "TP": 523.4, + "n_pred": 2128.633333333333, + "n_ref": 1659.5333333333333 + }, + "9": { + "Dice": 0.08481228032705083, + "FN": 677.6333333333333, + "FP": 539.1, + "IoU": 0.06182353403626539, + "TN": 110428.03333333334, + "TP": 312.56666666666666, + "n_pred": 851.6666666666666, + "n_ref": 990.2 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 98302, + "TP": 0, + "n_pred": 2, + "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": 1155, + "IoU": 0.0, + "TN": 97149, + "TP": 0, + "n_pred": 1155, + "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": 37, + "IoU": 0.0, + "TN": 98267, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2702, + "IoU": 0.0, + "TN": 95602, + "TP": 0, + "n_pred": 2702, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 98298, + "TP": 0, + "n_pred": 6, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0009.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": 29, + "IoU": 0.0, + "TN": 147427, + "TP": 0, + "n_pred": 29, + "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": 0.0, + "FN": 0, + "FP": 476, + "IoU": 0.0, + "TN": 146980, + "TP": 0, + "n_pred": 476, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1251, + "IoU": 0.0, + "TN": 146205, + "TP": 0, + "n_pred": 1251, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5932851678708032, + "FN": 1895, + "FP": 19, + "IoU": 0.4217522658610272, + "TN": 144146, + "TP": 1396, + "n_pred": 1415, + "n_ref": 3291 + }, + "5": { + "Dice": 0.0, + "FN": 262, + "FP": 0, + "IoU": 0.0, + "TN": 147194, + "TP": 0, + "n_pred": 0, + "n_ref": 262 + }, + "6": { + "Dice": 0.9247346072186836, + "FN": 83, + "FP": 1335, + "IoU": 0.8600059235857439, + "TN": 137327, + "TP": 8711, + "n_pred": 10046, + "n_ref": 8794 + }, + "7": { + "Dice": 0.14696876913655849, + "FN": 113, + "FP": 1280, + "IoU": 0.07931262392597488, + "TN": 145943, + "TP": 120, + "n_pred": 1400, + "n_ref": 233 + }, + "8": { + "Dice": 0.0572127320561752, + "FN": 21447, + "FP": 3996, + "IoU": 0.029448788861338927, + "TN": 121241, + "TP": 772, + "n_pred": 4768, + "n_ref": 22219 + }, + "9": { + "Dice": 0.0, + "FN": 4245, + "FP": 1159, + "IoU": 0.0, + "TN": 142052, + "TP": 0, + "n_pred": 1159, + "n_ref": 4245 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6301, + "IoU": 0.0, + "TN": 108387, + "TP": 0, + "n_pred": 6301, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 430, + "IoU": 0.0, + "TN": 114258, + "TP": 0, + "n_pred": 430, + "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": 0.0, + "FN": 0, + "FP": 4452, + "IoU": 0.0, + "TN": 110236, + "TP": 0, + "n_pred": 4452, + "n_ref": 0 + }, + "3": { + "Dice": 0.18806176538372896, + "FN": 6232, + "FP": 814, + "IoU": 0.10379038412617654, + "TN": 106826, + "TP": 816, + "n_pred": 1630, + "n_ref": 7048 + }, + "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": 0.282998010170241, + "FN": 2086, + "FP": 1157, + "IoU": 0.16482101467937163, + "TN": 110805, + "TP": 640, + "n_pred": 1797, + "n_ref": 2726 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 114657, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 5173, + "IoU": 0.0, + "TN": 109515, + "TP": 0, + "n_pred": 5173, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 155, + "IoU": 0.0, + "TN": 114533, + "TP": 0, + "n_pred": 155, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.39919354838709675, + "FN": 596, + "FP": 0, + "IoU": 0.24937027707808565, + "TN": 81126, + "TP": 198, + "n_pred": 198, + "n_ref": 794 + }, + "10": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 81914, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 81918, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1059, + "FP": 0, + "IoU": 0.0, + "TN": 80861, + "TP": 0, + "n_pred": 0, + "n_ref": 1059 + }, + "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": 1111, + "IoU": 0.0, + "TN": 80809, + "TP": 0, + "n_pred": 1111, + "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": 16463, + "IoU": 0.0, + "TN": 65457, + "TP": 0, + "n_pred": 16463, + "n_ref": 0 + }, + "7": { + "Dice": 0.6863785125832299, + "FN": 2661, + "FP": 118, + "IoU": 0.5225085910652921, + "TN": 76100, + "TP": 3041, + "n_pred": 3159, + "n_ref": 5702 + }, + "8": { + "Dice": 0.08854166666666667, + "FN": 350, + "FP": 0, + "IoU": 0.04632152588555858, + "TN": 81553, + "TP": 17, + "n_pred": 17, + "n_ref": 367 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 417, + "IoU": 0.0, + "TN": 81503, + "TP": 0, + "n_pred": 417, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 0.0, + "FN": 6490, + "FP": 0, + "IoU": 0.0, + "TN": 75430, + "TP": 0, + "n_pred": 0, + "n_ref": 6490 + }, + "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": 3580, + "IoU": 0.0, + "TN": 78340, + "TP": 0, + "n_pred": 3580, + "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": 25, + "IoU": 0.0, + "TN": 81895, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "7": { + "Dice": 0.15682343870470317, + "FN": 2055, + "FP": 8881, + "IoU": 0.08508324270057727, + "TN": 69967, + "TP": 1017, + "n_pred": 9898, + "n_ref": 3072 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "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": 0.8603257328990228, + "FN": 69, + "FP": 2075, + "IoU": 0.7548873899622728, + "TN": 204245, + "TP": 6603, + "n_pred": 8678, + "n_ref": 6672 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.2977212192956496, + "FN": 11865, + "FP": 0, + "IoU": 0.17489568845618916, + "TN": 198612, + "TP": 2515, + "n_pred": 2515, + "n_ref": 14380 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9444, + "IoU": 0.0, + "TN": 203548, + "TP": 0, + "n_pred": 9444, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1768, + "FP": 0, + "IoU": 0.0, + "TN": 211224, + "TP": 0, + "n_pred": 0, + "n_ref": 1768 + }, + "6": { + "Dice": 0.3904622395833333, + "FN": 4648, + "FP": 2842, + "IoU": 0.24259277985640612, + "TN": 203103, + "TP": 2399, + "n_pred": 5241, + "n_ref": 7047 + }, + "7": { + "Dice": 0.0, + "FN": 239, + "FP": 3221, + "IoU": 0.0, + "TN": 209532, + "TP": 0, + "n_pred": 3221, + "n_ref": 239 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.717634930664095, + "FN": 1841, + "FP": 6650, + "IoU": 0.5596182770603184, + "TN": 62639, + "TP": 10790, + "n_pred": 17440, + "n_ref": 12631 + }, + "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": 8917, + "IoU": 0.0, + "TN": 73003, + "TP": 0, + "n_pred": 8917, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1994, + "IoU": 0.0, + "TN": 79926, + "TP": 0, + "n_pred": 1994, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 749, + "FP": 0, + "IoU": 0.0, + "TN": 81171, + "TP": 0, + "n_pred": 0, + "n_ref": 749 + }, + "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": 1078, + "IoU": 0.0, + "TN": 80842, + "TP": 0, + "n_pred": 1078, + "n_ref": 0 + }, + "7": { + "Dice": 0.11352848101265822, + "FN": 3785, + "FP": 697, + "IoU": 0.060180331306353536, + "TN": 77151, + "TP": 287, + "n_pred": 984, + "n_ref": 4072 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 81825, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 179, + "IoU": 0.0, + "TN": 81741, + "TP": 0, + "n_pred": 179, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.46966115051221435, + "FN": 488, + "FP": 185, + "IoU": 0.30690010298661174, + "TN": 162869, + "TP": 298, + "n_pred": 483, + "n_ref": 786 + }, + "10": { + "Dice": 0.0, + "FN": 5558, + "FP": 3234, + "IoU": 0.0, + "TN": 155048, + "TP": 0, + "n_pred": 3234, + "n_ref": 5558 + }, + "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": 3820, + "IoU": 0.0, + "TN": 160020, + "TP": 0, + "n_pred": 3820, + "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": 210, + "IoU": 0.0, + "TN": 163630, + "TP": 0, + "n_pred": 210, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 14, + "FP": 2261, + "IoU": 0.0, + "TN": 161565, + "TP": 0, + "n_pred": 2261, + "n_ref": 14 + }, + "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": 0.967209147558836, + "FN": 155, + "FP": 929, + "IoU": 0.9365004979204499, + "TN": 146769, + "TP": 15987, + "n_pred": 16916, + "n_ref": 16142 + }, + "7": { + "Dice": 0.7399807362117342, + "FN": 6151, + "FP": 58, + "IoU": 0.5872773198617389, + "TN": 148796, + "TP": 8835, + "n_pred": 8893, + "n_ref": 14986 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 442, + "IoU": 0.0, + "TN": 163398, + "TP": 0, + "n_pred": 442, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.634789156626506, + "FN": 8730, + "FP": 0, + "IoU": 0.46497517926089355, + "TN": 81987, + "TP": 7587, + "n_pred": 7587, + "n_ref": 16317 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 98224, + "TP": 0, + "n_pred": 80, + "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": 8690, + "IoU": 0.0, + "TN": 89614, + "TP": 0, + "n_pred": 8690, + "n_ref": 0 + }, + "15": { + "Dice": 0.3770910121916643, + "FN": 755, + "FP": 1442, + "IoU": 0.2323549965059399, + "TN": 95442, + "TP": 665, + "n_pred": 2107, + "n_ref": 1420 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 98280, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5831, + "IoU": 0.0, + "TN": 92473, + "TP": 0, + "n_pred": 5831, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 98277, + "TP": 0, + "n_pred": 27, + "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": 4411, + "IoU": 0.0, + "TN": 93893, + "TP": 0, + "n_pred": 4411, + "n_ref": 0 + }, + "7": { + "Dice": 0.9882672594788193, + "FN": 380, + "FP": 0, + "IoU": 0.976806640625, + "TN": 81920, + "TP": 16004, + "n_pred": 16004, + "n_ref": 16384 + }, + "8": { + "Dice": 0.6397260273972603, + "FN": 526, + "FP": 0, + "IoU": 0.4702920443101712, + "TN": 97311, + "TP": 467, + "n_pred": 467, + "n_ref": 993 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 98297, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6661718195314013, + "FN": 3127, + "FP": 7217, + "IoU": 0.49944350350834743, + "TN": 110407, + "TP": 10321, + "n_pred": 17538, + "n_ref": 13448 + }, + "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": 2144, + "IoU": 0.0, + "TN": 128928, + "TP": 0, + "n_pred": 2144, + "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": 0.0, + "FN": 6, + "FP": 8383, + "IoU": 0.0, + "TN": 122683, + "TP": 0, + "n_pred": 8383, + "n_ref": 6 + }, + "7": { + "Dice": 0.011299435028248588, + "FN": 55, + "FP": 470, + "IoU": 0.005681818181818182, + "TN": 130544, + "TP": 3, + "n_pred": 473, + "n_ref": 58 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0159.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": 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": 0.03407325194228635, + "FN": 11266, + "FP": 6140, + "IoU": 0.01733190312200079, + "TN": 80591, + "TP": 307, + "n_pred": 6447, + "n_ref": 11573 + }, + "3": { + "Dice": 0.0, + "FN": 11654, + "FP": 0, + "IoU": 0.0, + "TN": 86650, + "TP": 0, + "n_pred": 0, + "n_ref": 11654 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 22, + "FP": 0, + "IoU": 0.0, + "TN": 98282, + "TP": 0, + "n_pred": 0, + "n_ref": 22 + }, + "6": { + "Dice": 0.6618186760907979, + "FN": 3766, + "FP": 1210, + "IoU": 0.49456576942610464, + "TN": 88459, + "TP": 4869, + "n_pred": 6079, + "n_ref": 8635 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9580, + "IoU": 0.0, + "TN": 88724, + "TP": 0, + "n_pred": 9580, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 237, + "IoU": 0.0, + "TN": 98067, + "TP": 0, + "n_pred": 237, + "n_ref": 0 + }, + "9": { + "Dice": 0.4303704609365448, + "FN": 4202, + "FP": 457, + "IoU": 0.27418601028197537, + "TN": 91885, + "TP": 1760, + "n_pred": 2217, + "n_ref": 5962 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0160.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": 3278, + "IoU": 0.0, + "TN": 127794, + "TP": 0, + "n_pred": 3278, + "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": 215, + "IoU": 0.0, + "TN": 130857, + "TP": 0, + "n_pred": 215, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6027051397655545, + "FN": 4056, + "FP": 350, + "IoU": 0.43133711925658236, + "TN": 90556, + "TP": 3342, + "n_pred": 3692, + "n_ref": 7398 + }, + "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": 0.019902020820575628, + "FN": 5962, + "FP": 440, + "IoU": 0.010051028297510438, + "TN": 91837, + "TP": 65, + "n_pred": 505, + "n_ref": 6027 + }, + "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": 207, + "IoU": 0.0, + "TN": 98097, + "TP": 0, + "n_pred": 207, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 98289, + "TP": 0, + "n_pred": 15, + "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": 0.105832832230908, + "FN": 10, + "FP": 1477, + "IoU": 0.05587301587301587, + "TN": 96729, + "TP": 88, + "n_pred": 1565, + "n_ref": 98 + }, + "7": { + "Dice": 0.04730983302411874, + "FN": 5801, + "FP": 361, + "IoU": 0.024228028503562947, + "TN": 91989, + "TP": 153, + "n_pred": 514, + "n_ref": 5954 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 6584, + "IoU": 0.0, + "TN": 91720, + "TP": 0, + "n_pred": 6584, + "n_ref": 0 + }, + "9": { + "Dice": 0.01773190419478629, + "FN": 4270, + "FP": 3153, + "IoU": 0.008945260347129506, + "TN": 90814, + "TP": 67, + "n_pred": 3220, + "n_ref": 4337 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0180.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": 771, + "IoU": 0.0, + "TN": 130301, + "TP": 0, + "n_pred": 771, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 131053, + "TP": 0, + "n_pred": 19, + "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": 35, + "FP": 0, + "IoU": 0.0, + "TN": 131037, + "TP": 0, + "n_pred": 0, + "n_ref": 35 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 131008, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7839096403447934, + "FN": 4319, + "FP": 43, + "IoU": 0.6446146325566238, + "TN": 118798, + "TP": 7912, + "n_pred": 7955, + "n_ref": 12231 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4334, + "IoU": 0.0, + "TN": 143122, + "TP": 0, + "n_pred": 4334, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 6700, + "IoU": 0.0, + "TN": 140756, + "TP": 0, + "n_pred": 6700, + "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": 106, + "IoU": 0.0, + "TN": 147350, + "TP": 0, + "n_pred": 106, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1347, + "IoU": 0.0, + "TN": 146109, + "TP": 0, + "n_pred": 1347, + "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": 6416, + "IoU": 0.0, + "TN": 141040, + "TP": 0, + "n_pred": 6416, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1583, + "IoU": 0.0, + "TN": 145873, + "TP": 0, + "n_pred": 1583, + "n_ref": 0 + }, + "4": { + "Dice": 0.513752156703542, + "FN": 2946, + "FP": 1845, + "IoU": 0.3456705818082491, + "TN": 140134, + "TP": 2531, + "n_pred": 4376, + "n_ref": 5477 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8597039816552011, + "FN": 4487, + "FP": 224, + "IoU": 0.7539305301645338, + "TN": 128311, + "TP": 14434, + "n_pred": 14658, + "n_ref": 18921 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4088, + "IoU": 0.0, + "TN": 143368, + "TP": 0, + "n_pred": 4088, + "n_ref": 0 + }, + "8": { + "Dice": 0.6241464771635223, + "FN": 7376, + "FP": 55, + "IoU": 0.4536431144768767, + "TN": 133855, + "TP": 6170, + "n_pred": 6225, + "n_ref": 13546 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.07377049180327869, + "FN": 226, + "FP": 0, + "IoU": 0.03829787234042553, + "TN": 98069, + "TP": 9, + "n_pred": 9, + "n_ref": 235 + }, + "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": 0.7011350879381315, + "FN": 4721, + "FP": 71, + "IoU": 0.5398060117161241, + "TN": 87891, + "TP": 5621, + "n_pred": 5692, + "n_ref": 10342 + }, + "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": 24, + "IoU": 0.0, + "TN": 98280, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.2582027588054105, + "FN": 5059, + "FP": 480, + "IoU": 0.14823927418114716, + "TN": 91801, + "TP": 964, + "n_pred": 1444, + "n_ref": 6023 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.87986743993372, + "FN": 1054, + "FP": 251, + "IoU": 0.7855029585798816, + "TN": 92220, + "TP": 4779, + "n_pred": 5030, + "n_ref": 5833 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4913, + "IoU": 0.0, + "TN": 93391, + "TP": 0, + "n_pred": 4913, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6948, + "IoU": 0.0, + "TN": 156892, + "TP": 0, + "n_pred": 6948, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2375, + "IoU": 0.0, + "TN": 161465, + "TP": 0, + "n_pred": 2375, + "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": 3, + "IoU": 0.0, + "TN": 163837, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 163823, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 13801, + "IoU": 0.0, + "TN": 150039, + "TP": 0, + "n_pred": 13801, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1460, + "IoU": 0.0, + "TN": 162380, + "TP": 0, + "n_pred": 1460, + "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": 0.43856655290102387, + "FN": 1274, + "FP": 42, + "IoU": 0.28087431693989073, + "TN": 162010, + "TP": 514, + "n_pred": 556, + "n_ref": 1788 + }, + "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": 14449, + "IoU": 0.0, + "TN": 149391, + "TP": 0, + "n_pred": 14449, + "n_ref": 0 + }, + "9": { + "Dice": 0.7339699863574352, + "FN": 855, + "FP": 4605, + "IoU": 0.5797413793103449, + "TN": 150848, + "TP": 7532, + "n_pred": 12137, + "n_ref": 8387 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0248.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": 2221, + "IoU": 0.0, + "TN": 112467, + "TP": 0, + "n_pred": 2221, + "n_ref": 0 + }, + "15": { + "Dice": 0.5407152538838494, + "FN": 4296, + "FP": 109, + "IoU": 0.37053443841097455, + "TN": 107690, + "TP": 2593, + "n_pred": 2702, + "n_ref": 6889 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 114594, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 114629, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 114658, + "TP": 0, + "n_pred": 30, + "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": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 114595, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1344, + "IoU": 0.0, + "TN": 113344, + "TP": 0, + "n_pred": 1344, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0249.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": 9309, + "FP": 0, + "IoU": 0.0, + "TN": 56227, + "TP": 0, + "n_pred": 0, + "n_ref": 9309 + }, + "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": 18, + "FP": 0, + "IoU": 0.0, + "TN": 65518, + "TP": 0, + "n_pred": 0, + "n_ref": 18 + }, + "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": 37, + "IoU": 0.0, + "TN": 65499, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 65523, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 11030, + "FP": 0, + "IoU": 0.0, + "TN": 54506, + "TP": 0, + "n_pred": 0, + "n_ref": 11030 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.17957130358705162, + "FN": 0, + "FP": 7502, + "IoU": 0.09864231647242581, + "TN": 57213, + "TP": 821, + "n_pred": 8323, + "n_ref": 821 + }, + "7": { + "Dice": 0.4710028551034975, + "FN": 2235, + "FP": 9623, + "IoU": 0.30804691602964346, + "TN": 48399, + "TP": 5279, + "n_pred": 14902, + "n_ref": 7514 + }, + "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": 987, + "IoU": 0.0, + "TN": 64549, + "TP": 0, + "n_pred": 987, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0259.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": 3078, + "IoU": 0.0, + "TN": 78842, + "TP": 0, + "n_pred": 3078, + "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": 2351, + "IoU": 0.0, + "TN": 79569, + "TP": 0, + "n_pred": 2351, + "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": 1771, + "IoU": 0.0, + "TN": 80149, + "TP": 0, + "n_pred": 1771, + "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": 3422, + "IoU": 0.0, + "TN": 78498, + "TP": 0, + "n_pred": 3422, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 0.0, + "FN": 5074, + "FP": 820, + "IoU": 0.0, + "TN": 76026, + "TP": 0, + "n_pred": 820, + "n_ref": 5074 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3842, + "FP": 0, + "IoU": 0.0, + "TN": 78078, + "TP": 0, + "n_pred": 0, + "n_ref": 3842 + }, + "13": { + "Dice": 0.0, + "FN": 111, + "FP": 42, + "IoU": 0.0, + "TN": 81767, + "TP": 0, + "n_pred": 42, + "n_ref": 111 + }, + "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": 7491, + "FP": 1024, + "IoU": 0.0, + "TN": 73405, + "TP": 0, + "n_pred": 1024, + "n_ref": 7491 + }, + "3": { + "Dice": 0.38934802571166205, + "FN": 1042, + "FP": 288, + "IoU": 0.24173318129988597, + "TN": 80166, + "TP": 424, + "n_pred": 712, + "n_ref": 1466 + }, + "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": 0.5333333333333333, + "FN": 5, + "FP": 30, + "IoU": 0.36363636363636365, + "TN": 81865, + "TP": 20, + "n_pred": 50, + "n_ref": 25 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 673, + "IoU": 0.0, + "TN": 81247, + "TP": 0, + "n_pred": 673, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 276, + "IoU": 0.0, + "TN": 81644, + "TP": 0, + "n_pred": 276, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 81890, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0307.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": 0.0, + "FN": 274, + "FP": 0, + "IoU": 0.0, + "TN": 114414, + "TP": 0, + "n_pred": 0, + "n_ref": 274 + }, + "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": 0.0, + "FN": 0, + "FP": 3120, + "IoU": 0.0, + "TN": 111568, + "TP": 0, + "n_pred": 3120, + "n_ref": 0 + }, + "3": { + "Dice": 0.937570093457944, + "FN": 366, + "FP": 469, + "IoU": 0.8824771287825475, + "TN": 107583, + "TP": 6270, + "n_pred": 6739, + "n_ref": 6636 + }, + "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": 14000, + "IoU": 0.0, + "TN": 100688, + "TP": 0, + "n_pred": 14000, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1040, + "IoU": 0.0, + "TN": 97264, + "TP": 0, + "n_pred": 1040, + "n_ref": 0 + }, + "10": { + "Dice": 0.6309937456567061, + "FN": 2110, + "FP": 14, + "IoU": 0.46091370558375633, + "TN": 94364, + "TP": 1816, + "n_pred": 1830, + "n_ref": 3926 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1724, + "FP": 0, + "IoU": 0.0, + "TN": 96580, + "TP": 0, + "n_pred": 0, + "n_ref": 1724 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 345, + "IoU": 0.0, + "TN": 97959, + "TP": 0, + "n_pred": 345, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 3877, + "FP": 0, + "IoU": 0.0, + "TN": 94427, + "TP": 0, + "n_pred": 0, + "n_ref": 3877 + }, + "15": { + "Dice": 0.530944156591825, + "FN": 6494, + "FP": 24, + "IoU": 0.3614186342705986, + "TN": 88097, + "TP": 3689, + "n_pred": 3713, + "n_ref": 10183 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 526, + "IoU": 0.0, + "TN": 97778, + "TP": 0, + "n_pred": 526, + "n_ref": 0 + }, + "3": { + "Dice": 0.06105366814377154, + "FN": 927, + "FP": 980, + "IoU": 0.03148806500761808, + "TN": 96335, + "TP": 62, + "n_pred": 1042, + "n_ref": 989 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 2640, + "FP": 0, + "IoU": 0.0, + "TN": 95664, + "TP": 0, + "n_pred": 0, + "n_ref": 2640 + }, + "6": { + "Dice": 0.4706507304116866, + "FN": 3630, + "FP": 356, + "IoU": 0.3077457450503647, + "TN": 92546, + "TP": 1772, + "n_pred": 2128, + "n_ref": 5402 + }, + "7": { + "Dice": 0.0, + "FN": 1420, + "FP": 4, + "IoU": 0.0, + "TN": 96880, + "TP": 0, + "n_pred": 4, + "n_ref": 1420 + }, + "8": { + "Dice": 0.7786096256684492, + "FN": 66, + "FP": 141, + "IoU": 0.637478108581436, + "TN": 97733, + "TP": 364, + "n_pred": 505, + "n_ref": 430 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1143, + "IoU": 0.0, + "TN": 97161, + "TP": 0, + "n_pred": 1143, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9502980950996074, + "FN": 1360, + "FP": 349, + "IoU": 0.9053028204133651, + "TN": 63873, + "TP": 16338, + "n_pred": 16687, + "n_ref": 17698 + }, + "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": 715, + "IoU": 0.0, + "TN": 81205, + "TP": 0, + "n_pred": 715, + "n_ref": 0 + }, + "3": { + "Dice": 0.7290209790209791, + "FN": 1238, + "FP": 2, + "IoU": 0.5735900962861072, + "TN": 79012, + "TP": 1668, + "n_pred": 1670, + "n_ref": 2906 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 81911, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.12121212121212122, + "FN": 82, + "FP": 63, + "IoU": 0.06451612903225806, + "TN": 81765, + "TP": 10, + "n_pred": 73, + "n_ref": 92 + }, + "7": { + "Dice": 0.728382502543235, + "FN": 6942, + "FP": 0, + "IoU": 0.5728, + "TN": 65670, + "TP": 9308, + "n_pred": 9308, + "n_ref": 16250 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 827, + "IoU": 0.0, + "TN": 146629, + "TP": 0, + "n_pred": 827, + "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": 826, + "IoU": 0.0, + "TN": 146630, + "TP": 0, + "n_pred": 826, + "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": 0.318155015396711, + "FN": 1173, + "FP": 9234, + "IoU": 0.18917023763147642, + "TN": 134621, + "TP": 2428, + "n_pred": 11662, + "n_ref": 3601 + }, + "7": { + "Dice": 0.004527447651386531, + "FN": 8023, + "FP": 2531, + "IoU": 0.0022688598979013048, + "TN": 136878, + "TP": 24, + "n_pred": 2555, + "n_ref": 8047 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 148, + "IoU": 0.0, + "TN": 147308, + "TP": 0, + "n_pred": 148, + "n_ref": 0 + }, + "9": { + "Dice": 0.005299573089945532, + "FN": 6757, + "FP": 0, + "IoU": 0.0026568265682656825, + "TN": 140681, + "TP": 18, + "n_pred": 18, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0367.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": 822, + "IoU": 0.0, + "TN": 81098, + "TP": 0, + "n_pred": 822, + "n_ref": 0 + }, + "3": { + "Dice": 0.010224948875255624, + "FN": 8712, + "FP": 0, + "IoU": 0.0051387461459403904, + "TN": 73163, + "TP": 45, + "n_pred": 45, + "n_ref": 8757 + }, + "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": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 81826, + "TP": 0, + "n_pred": 94, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.005958495993425108, + "FN": 9676, + "FP": 0, + "IoU": 0.0029881504379185987, + "TN": 88599, + "TP": 29, + "n_pred": 29, + "n_ref": 9705 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1511, + "FP": 0, + "IoU": 0.0, + "TN": 96793, + "TP": 0, + "n_pred": 0, + "n_ref": 1511 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 98302, + "TP": 0, + "n_pred": 2, + "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": 5010, + "IoU": 0.0, + "TN": 93294, + "TP": 0, + "n_pred": 5010, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 1365, + "FP": 9, + "IoU": 0.0, + "TN": 96930, + "TP": 0, + "n_pred": 9, + "n_ref": 1365 + }, + "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": 0.0, + "FN": 8280, + "FP": 0, + "IoU": 0.0, + "TN": 90024, + "TP": 0, + "n_pred": 0, + "n_ref": 8280 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 98302, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2888, + "IoU": 0.0, + "TN": 95416, + "TP": 0, + "n_pred": 2888, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0390.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": 837, + "FP": 0, + "IoU": 0.0, + "TN": 81083, + "TP": 0, + "n_pred": 0, + "n_ref": 837 + }, + "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": 1054, + "IoU": 0.0, + "TN": 80866, + "TP": 0, + "n_pred": 1054, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 78, + "IoU": 0.0, + "TN": 81842, + "TP": 0, + "n_pred": 78, + "n_ref": 0 + }, + "3": { + "Dice": 0.8143107681515258, + "FN": 1662, + "FP": 985, + "IoU": 0.6867826292746421, + "TN": 73469, + "TP": 5804, + "n_pred": 6789, + "n_ref": 7466 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0401.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": 773, + "IoU": 0.0, + "TN": 97531, + "TP": 0, + "n_pred": 773, + "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": 4102, + "IoU": 0.0, + "TN": 94202, + "TP": 0, + "n_pred": 4102, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 7301, + "IoU": 0.0, + "TN": 91003, + "TP": 0, + "n_pred": 7301, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 115, + "IoU": 0.0, + "TN": 98189, + "TP": 0, + "n_pred": 115, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 480, + "IoU": 0.0, + "TN": 97824, + "TP": 0, + "n_pred": 480, + "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": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 98271, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1030, + "IoU": 0.0, + "TN": 97274, + "TP": 0, + "n_pred": 1030, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 131044, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 1970, + "FP": 0, + "IoU": 0.0, + "TN": 129102, + "TP": 0, + "n_pred": 0, + "n_ref": 1970 + }, + "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": 1751, + "FP": 0, + "IoU": 0.0, + "TN": 129321, + "TP": 0, + "n_pred": 0, + "n_ref": 1751 + }, + "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": 8, + "IoU": 0.0, + "TN": 131064, + "TP": 0, + "n_pred": 8, + "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": 36, + "FP": 0, + "IoU": 0.0, + "TN": 131036, + "TP": 0, + "n_pred": 0, + "n_ref": 36 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 131068, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "6": { + "Dice": 0.9673298493322331, + "FN": 722, + "FP": 347, + "IoU": 0.936726842261024, + "TN": 114177, + "TP": 15826, + "n_pred": 16173, + "n_ref": 16548 + }, + "7": { + "Dice": 0.0, + "FN": 125, + "FP": 11, + "IoU": 0.0, + "TN": 130936, + "TP": 0, + "n_pred": 11, + "n_ref": 125 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 136, + "IoU": 0.0, + "TN": 130936, + "TP": 0, + "n_pred": 136, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 993, + "IoU": 0.0, + "TN": 130079, + "TP": 0, + "n_pred": 993, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.15236460364420099, + "FN": 709.8333333333334, + "FP": 741.0777777777778, + "IoU": 0.12183613189447863, + "TN": 108874.8711111111, + "TP": 539.2844444444445, + "n_pred": 1280.362222222222, + "n_ref": 1249.1177777777775 + }, + "mean": { + "1": { + "Dice": 0.3273743241008375, + "FN": 1444.8666666666666, + "FP": 572.3333333333334, + "IoU": 0.27342332703007904, + "TN": 107287.46666666666, + "TP": 1560.4, + "n_pred": 2132.733333333333, + "n_ref": 3005.266666666667 + }, + "10": { + "Dice": 0.07877374855316736, + "FN": 466.2, + "FP": 457.3666666666667, + "IoU": 0.053955146122402764, + "TN": 109850.66666666667, + "TP": 90.83333333333333, + "n_pred": 548.2, + "n_ref": 557.0333333333333 + }, + "11": { + "Dice": 0.0, + "FN": 140.16666666666666, + "FP": 0.0, + "IoU": 0.0, + "TN": 110724.9, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 140.16666666666666 + }, + "12": { + "Dice": 0.0, + "FN": 177.4, + "FP": 0.0, + "IoU": 0.0, + "TN": 110687.66666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 177.4 + }, + "13": { + "Dice": 0.10700925982706812, + "FN": 159.96666666666667, + "FP": 113.26666666666667, + "IoU": 0.07880238439306358, + "TN": 110417.33333333333, + "TP": 174.5, + "n_pred": 287.76666666666665, + "n_ref": 334.46666666666664 + }, + "14": { + "Dice": 0.2550884099488475, + "FN": 686.8666666666667, + "FP": 736.3333333333334, + "IoU": 0.21080117380307542, + "TN": 108565.13333333333, + "TP": 876.7333333333333, + "n_pred": 1613.0666666666666, + "n_ref": 1563.6 + }, + "15": { + "Dice": 0.11209692595059788, + "FN": 616.4333333333333, + "FP": 513.3666666666667, + "IoU": 0.08230614740981815, + "TN": 109591.4, + "TP": 143.86666666666667, + "n_pred": 657.2333333333333, + "n_ref": 760.3 + }, + "2": { + "Dice": 0.0877884291804342, + "FN": 1810.9666666666667, + "FP": 140.26666666666668, + "IoU": 0.0502741590780593, + "TN": 108687.66666666667, + "TP": 226.16666666666666, + "n_pred": 366.43333333333334, + "n_ref": 2037.1333333333334 + }, + "3": { + "Dice": 0.19055627055205981, + "FN": 720.7, + "FP": 2180.3333333333335, + "IoU": 0.1490396404511236, + "TN": 107071.83333333333, + "TP": 892.2, + "n_pred": 3072.5333333333333, + "n_ref": 1612.9 + }, + "4": { + "Dice": 0.0, + "FN": 196.83333333333334, + "FP": 46.833333333333336, + "IoU": 0.0, + "TN": 110621.4, + "TP": 0.0, + "n_pred": 46.833333333333336, + "n_ref": 196.83333333333334 + }, + "5": { + "Dice": 0.0, + "FN": 186.16666666666666, + "FP": 0.0, + "IoU": 0.0, + "TN": 110678.9, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 186.16666666666666 + }, + "6": { + "Dice": 0.24137051366681184, + "FN": 1750.1, + "FP": 3808.0333333333333, + "IoU": 0.20065367392287545, + "TN": 103671.26666666666, + "TP": 1635.6666666666667, + "n_pred": 5443.7, + "n_ref": 3385.766666666667 + }, + "7": { + "Dice": 0.20723141498589367, + "FN": 1413.1666666666667, + "FP": 1923.4333333333334, + "IoU": 0.1554680116796598, + "TN": 106555.2, + "TP": 973.2666666666667, + "n_pred": 2896.7, + "n_ref": 2386.4333333333334 + }, + "8": { + "Dice": 0.46494174001528693, + "FN": 411.8333333333333, + "FP": 472.56666666666666, + "IoU": 0.3995095081419954, + "TN": 108669.43333333333, + "TP": 1311.2333333333333, + "n_pred": 1783.8, + "n_ref": 1723.0666666666666 + }, + "9": { + "Dice": 0.21323801788200997, + "FN": 465.8333333333333, + "FP": 152.03333333333333, + "IoU": 0.1733088063850267, + "TN": 110042.8, + "TP": 204.4, + "n_pred": 356.43333333333334, + "n_ref": 670.2333333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9254106852153322, + "FN": 624, + "FP": 384, + "IoU": 0.8611761465362898, + "TN": 91043, + "TP": 6253, + "n_pred": 6637, + "n_ref": 6877 + }, + "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": 0.5575107074668455, + "FN": 215, + "FP": 8360, + "IoU": 0.3864920941546827, + "TN": 84327, + "TP": 5402, + "n_pred": 13762, + "n_ref": 5617 + }, + "15": { + "Dice": 0.007352941176470588, + "FN": 24, + "FP": 2406, + "IoU": 0.0036900369003690036, + "TN": 95865, + "TP": 9, + "n_pred": 2415, + "n_ref": 33 + }, + "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": 591, + "IoU": 0.0, + "TN": 97713, + "TP": 0, + "n_pred": 591, + "n_ref": 0 + }, + "7": { + "Dice": 0.7708609271523179, + "FN": 57, + "FP": 289, + "IoU": 0.6271551724137931, + "TN": 97376, + "TP": 582, + "n_pred": 871, + "n_ref": 639 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5929838121001331, + "FN": 9479, + "FP": 0, + "IoU": 0.42144775390625, + "TN": 81920, + "TP": 6905, + "n_pred": 6905, + "n_ref": 16384 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1057, + "IoU": 0.0, + "TN": 97247, + "TP": 0, + "n_pred": 1057, + "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": 656, + "FP": 0, + "IoU": 0.0, + "TN": 97648, + "TP": 0, + "n_pred": 0, + "n_ref": 656 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 131, + "FP": 0, + "IoU": 0.0, + "TN": 98173, + "TP": 0, + "n_pred": 0, + "n_ref": 131 + }, + "6": { + "Dice": 0.035360300026788104, + "FN": 15728, + "FP": 9479, + "IoU": 0.017998363785110445, + "TN": 72635, + "TP": 462, + "n_pred": 9941, + "n_ref": 16190 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 98278, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "8": { + "Dice": 0.9123599129242925, + "FN": 1437, + "FP": 737, + "IoU": 0.8388435878428465, + "TN": 84814, + "TP": 11316, + "n_pred": 12053, + "n_ref": 12753 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0006.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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 470, + "IoU": 0.0, + "TN": 65066, + "TP": 0, + "n_pred": 470, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 65534, + "TP": 0, + "n_pred": 2, + "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": 1746, + "FP": 0, + "IoU": 0.0, + "TN": 63790, + "TP": 0, + "n_pred": 0, + "n_ref": 1746 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.061703821656050956, + "FN": 4465, + "FP": 249, + "IoU": 0.03183405216676936, + "TN": 60667, + "TP": 155, + "n_pred": 404, + "n_ref": 4620 + }, + "15": { + "Dice": 0.6952141057934509, + "FN": 517, + "FP": 209, + "IoU": 0.5328185328185329, + "TN": 63982, + "TP": 828, + "n_pred": 1037, + "n_ref": 1345 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 65492, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "3": { + "Dice": 0.02671118530884808, + "FN": 583, + "FP": 0, + "IoU": 0.01353637901861252, + "TN": 64945, + "TP": 8, + "n_pred": 8, + "n_ref": 591 + }, + "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": 0.5638528138528138, + "FN": 1611, + "FP": 1, + "IoU": 0.39261492087415223, + "TN": 62882, + "TP": 1042, + "n_pred": 1043, + "n_ref": 2653 + }, + "8": { + "Dice": 0.9197027369947435, + "FN": 415, + "FP": 28, + "IoU": 0.8513422818791946, + "TN": 62556, + "TP": 2537, + "n_pred": 2565, + "n_ref": 2952 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5774047062061374, + "FN": 9136, + "FP": 77, + "IoU": 0.4058812149351906, + "TN": 99181, + "TP": 6294, + "n_pred": 6371, + "n_ref": 15430 + }, + "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": 0.2438646344613795, + "FN": 322, + "FP": 2605, + "IoU": 0.1388643718740806, + "TN": 111289, + "TP": 472, + "n_pred": 3077, + "n_ref": 794 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1609, + "IoU": 0.0, + "TN": 113079, + "TP": 0, + "n_pred": 1609, + "n_ref": 0 + }, + "2": { + "Dice": 0.17338945399275107, + "FN": 14128, + "FP": 12, + "IoU": 0.09492415029123728, + "TN": 99065, + "TP": 1483, + "n_pred": 1495, + "n_ref": 15611 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8111, + "IoU": 0.0, + "TN": 106577, + "TP": 0, + "n_pred": 8111, + "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": 8027, + "IoU": 0.0, + "TN": 106661, + "TP": 0, + "n_pred": 8027, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7921, + "IoU": 0.0, + "TN": 106767, + "TP": 0, + "n_pred": 7921, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 863, + "IoU": 0.0, + "TN": 162977, + "TP": 0, + "n_pred": 863, + "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": 0.9728744939271255, + "FN": 362, + "FP": 308, + "IoU": 0.9471817106819078, + "TN": 151155, + "TP": 12015, + "n_pred": 12323, + "n_ref": 12377 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2360, + "IoU": 0.0, + "TN": 161480, + "TP": 0, + "n_pred": 2360, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8981852148385375, + "FN": 820, + "FP": 706, + "IoU": 0.8151871139639094, + "TN": 155583, + "TP": 6731, + "n_pred": 7437, + "n_ref": 7551 + }, + "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": 820, + "IoU": 0.0, + "TN": 163020, + "TP": 0, + "n_pred": 820, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0045.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": 461, + "IoU": 0.0, + "TN": 65075, + "TP": 0, + "n_pred": 461, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 65481, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4608, + "IoU": 0.0, + "TN": 60928, + "TP": 0, + "n_pred": 4608, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6718075262183837, + "FN": 922, + "FP": 142, + "IoU": 0.5058058522991176, + "TN": 79767, + "TP": 1089, + "n_pred": 1231, + "n_ref": 2011 + }, + "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": 442, + "IoU": 0.0, + "TN": 81478, + "TP": 0, + "n_pred": 442, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 77, + "IoU": 0.0, + "TN": 81843, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9288643756187244, + "FN": 964, + "FP": 42, + "IoU": 0.8671771851069449, + "TN": 74346, + "TP": 6568, + "n_pred": 6610, + "n_ref": 7532 + }, + "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": 1256, + "IoU": 0.0, + "TN": 80664, + "TP": 0, + "n_pred": 1256, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0066.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": 0, + "FP": 110, + "IoU": 0.0, + "TN": 65426, + "TP": 0, + "n_pred": 110, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.042980468989163044, + "FN": 15631, + "FP": 0, + "IoU": 0.021962207483418848, + "TN": 49554, + "TP": 351, + "n_pred": 351, + "n_ref": 15982 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 15343, + "IoU": 0.0, + "TN": 50193, + "TP": 0, + "n_pred": 15343, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 324, + "FP": 3, + "IoU": 0.0, + "TN": 179897, + "TP": 0, + "n_pred": 3, + "n_ref": 324 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 658, + "IoU": 0.0, + "TN": 179566, + "TP": 0, + "n_pred": 658, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1043, + "FP": 0, + "IoU": 0.0, + "TN": 179181, + "TP": 0, + "n_pred": 0, + "n_ref": 1043 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 180167, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "14": { + "Dice": 0.238629651506202, + "FN": 244, + "FP": 2334, + "IoU": 0.13547954393024816, + "TN": 177242, + "TP": 404, + "n_pred": 2738, + "n_ref": 648 + }, + "15": { + "Dice": 0.6439163498098859, + "FN": 1848, + "FP": 1898, + "IoU": 0.4748352726762933, + "TN": 173091, + "TP": 3387, + "n_pred": 5285, + "n_ref": 5235 + }, + "2": { + "Dice": 0.09300567107750472, + "FN": 2158, + "FP": 241, + "IoU": 0.048770816812053926, + "TN": 177702, + "TP": 123, + "n_pred": 364, + "n_ref": 2281 + }, + "3": { + "Dice": 0.4967915168616029, + "FN": 9232, + "FP": 1825, + "IoU": 0.33048743566454736, + "TN": 163709, + "TP": 5458, + "n_pred": 7283, + "n_ref": 14690 + }, + "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": 0.9312119794103884, + "FN": 288, + "FP": 300, + "IoU": 0.8712784588441331, + "TN": 175656, + "TP": 3980, + "n_pred": 4280, + "n_ref": 4268 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 180185, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 150, + "IoU": 0.0, + "TN": 180074, + "TP": 0, + "n_pred": 150, + "n_ref": 0 + }, + "9": { + "Dice": 0.7721584984358707, + "FN": 870, + "FP": 4, + "IoU": 0.6288747346072187, + "TN": 177869, + "TP": 1481, + "n_pred": 1485, + "n_ref": 2351 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.35960258512588017, + "FN": 6490, + "FP": 149, + "IoU": 0.21921674703045985, + "TN": 73417, + "TP": 1864, + "n_pred": 2013, + "n_ref": 8354 + }, + "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": 0.922977262421455, + "FN": 594, + "FP": 595, + "IoU": 0.8569710092626007, + "TN": 73607, + "TP": 7124, + "n_pred": 7719, + "n_ref": 7718 + }, + "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": 77, + "IoU": 0.0, + "TN": 81843, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1754, + "FP": 0, + "IoU": 0.0, + "TN": 80166, + "TP": 0, + "n_pred": 0, + "n_ref": 1754 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.740408189257172, + "FN": 266, + "FP": 7887, + "IoU": 0.5878159757330637, + "TN": 62140, + "TP": 11627, + "n_pred": 19514, + "n_ref": 11893 + }, + "7": { + "Dice": 0.3228993396844599, + "FN": 13423, + "FP": 10, + "IoU": 0.19253426304400095, + "TN": 65284, + "TP": 3203, + "n_pred": 3213, + "n_ref": 16626 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8688821752265861, + "FN": 448, + "FP": 1071, + "IoU": 0.7681623931623932, + "TN": 75368, + "TP": 5033, + "n_pred": 6104, + "n_ref": 5481 + }, + "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": 279, + "FP": 0, + "IoU": 0.0, + "TN": 81641, + "TP": 0, + "n_pred": 0, + "n_ref": 279 + }, + "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": 189, + "IoU": 0.0, + "TN": 81731, + "TP": 0, + "n_pred": 189, + "n_ref": 0 + }, + "3": { + "Dice": 0.5406626506024096, + "FN": 596, + "FP": 624, + "IoU": 0.37048503611971106, + "TN": 79982, + "TP": 718, + "n_pred": 1342, + "n_ref": 1314 + }, + "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": 2745, + "IoU": 0.0, + "TN": 79175, + "TP": 0, + "n_pred": 2745, + "n_ref": 0 + }, + "7": { + "Dice": 0.009358914365933552, + "FN": 4234, + "FP": 0, + "IoU": 0.004701457451810061, + "TN": 77666, + "TP": 20, + "n_pred": 20, + "n_ref": 4254 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0109.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": 0.2256253190403267, + "FN": 1517, + "FP": 0, + "IoU": 0.12715765247410818, + "TN": 112950, + "TP": 221, + "n_pred": 221, + "n_ref": 1738 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1455, + "IoU": 0.0, + "TN": 113233, + "TP": 0, + "n_pred": 1455, + "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": 14938, + "IoU": 0.0, + "TN": 99750, + "TP": 0, + "n_pred": 14938, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 114647, + "TP": 0, + "n_pred": 41, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0153.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": 22, + "FP": 0, + "IoU": 0.0, + "TN": 147434, + "TP": 0, + "n_pred": 0, + "n_ref": 22 + }, + "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": 33, + "IoU": 0.0, + "TN": 147423, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "2": { + "Dice": 0.20277927684835403, + "FN": 11818, + "FP": 0, + "IoU": 0.11282936716462728, + "TN": 134135, + "TP": 1503, + "n_pred": 1503, + "n_ref": 13321 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1584, + "IoU": 0.0, + "TN": 145872, + "TP": 0, + "n_pred": 1584, + "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": 3303, + "IoU": 0.0, + "TN": 144153, + "TP": 0, + "n_pred": 3303, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4363, + "IoU": 0.0, + "TN": 143093, + "TP": 0, + "n_pred": 4363, + "n_ref": 0 + }, + "8": { + "Dice": 0.44535649517991793, + "FN": 5811, + "FP": 0, + "IoU": 0.28646856581532415, + "TN": 139312, + "TP": 2333, + "n_pred": 2333, + "n_ref": 8144 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 710, + "IoU": 0.0, + "TN": 146746, + "TP": 0, + "n_pred": 710, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9521948286229706, + "FN": 222, + "FP": 96, + "IoU": 0.9087517934002869, + "TN": 258659, + "TP": 3167, + "n_pred": 3263, + "n_ref": 3389 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1800, + "FP": 0, + "IoU": 0.0, + "TN": 260344, + "TP": 0, + "n_pred": 0, + "n_ref": 1800 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 262117, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 662, + "IoU": 0.0, + "TN": 261482, + "TP": 0, + "n_pred": 662, + "n_ref": 0 + }, + "3": { + "Dice": 0.31154318918314894, + "FN": 6161, + "FP": 0, + "IoU": 0.18451356717405692, + "TN": 254589, + "TP": 1394, + "n_pred": 1394, + "n_ref": 7555 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 7523, + "IoU": 0.0, + "TN": 254621, + "TP": 0, + "n_pred": 7523, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 163806, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "10": { + "Dice": 0.14928720166586576, + "FN": 5306, + "FP": 5, + "IoU": 0.08066470486411632, + "TN": 158063, + "TP": 466, + "n_pred": 471, + "n_ref": 5772 + }, + "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": 0.06350034794711204, + "FN": 14380, + "FP": 7152, + "IoU": 0.032791303566615755, + "TN": 141578, + "TP": 730, + "n_pred": 7882, + "n_ref": 15110 + }, + "15": { + "Dice": 0.11077664057796509, + "FN": 898, + "FP": 579, + "IoU": 0.058636073932441045, + "TN": 162271, + "TP": 92, + "n_pred": 671, + "n_ref": 990 + }, + "2": { + "Dice": 0.0, + "FN": 69, + "FP": 0, + "IoU": 0.0, + "TN": 163771, + "TP": 0, + "n_pred": 0, + "n_ref": 69 + }, + "3": { + "Dice": 0.5080958955692231, + "FN": 97, + "FP": 3822, + "IoU": 0.34056873632845364, + "TN": 157897, + "TP": 2024, + "n_pred": 5846, + "n_ref": 2121 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 2085, + "FP": 0, + "IoU": 0.0, + "TN": 161755, + "TP": 0, + "n_pred": 0, + "n_ref": 2085 + }, + "6": { + "Dice": 0.8377061730113439, + "FN": 1676, + "FP": 2988, + "IoU": 0.7207352853122567, + "TN": 147139, + "TP": 12037, + "n_pred": 15025, + "n_ref": 13713 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4481, + "IoU": 0.0, + "TN": 159359, + "TP": 0, + "n_pred": 4481, + "n_ref": 0 + }, + "8": { + "Dice": 0.27312775330396477, + "FN": 76, + "FP": 89, + "IoU": 0.15816326530612246, + "TN": 163644, + "TP": 31, + "n_pred": 120, + "n_ref": 107 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 184, + "IoU": 0.0, + "TN": 130888, + "TP": 0, + "n_pred": 184, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 131024, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1767, + "FP": 0, + "IoU": 0.0, + "TN": 129305, + "TP": 0, + "n_pred": 0, + "n_ref": 1767 + }, + "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": 0.2553626149131767, + "FN": 2657, + "FP": 259, + "IoU": 0.14637002341920374, + "TN": 127656, + "TP": 500, + "n_pred": 759, + "n_ref": 3157 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2258, + "IoU": 0.0, + "TN": 128814, + "TP": 0, + "n_pred": 2258, + "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": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 127703, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "6": { + "Dice": 0.8699661016949153, + "FN": 161, + "FP": 798, + "IoU": 0.7698584113270939, + "TN": 126905, + "TP": 3208, + "n_pred": 4006, + "n_ref": 3369 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9022667059169855, + "FN": 778, + "FP": 550, + "IoU": 0.8219361759184768, + "TN": 123614, + "TP": 6130, + "n_pred": 6680, + "n_ref": 6908 + }, + "9": { + "Dice": 0.8362295945234334, + "FN": 566, + "FP": 56, + "IoU": 0.718552036199095, + "TN": 128862, + "TP": 1588, + "n_pred": 1644, + "n_ref": 2154 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0193.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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0214.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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0215.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": 1395, + "FP": 0, + "IoU": 0.0, + "TN": 80525, + "TP": 0, + "n_pred": 0, + "n_ref": 1395 + }, + "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": 4776, + "IoU": 0.0, + "TN": 77144, + "TP": 0, + "n_pred": 4776, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 17, + "FP": 0, + "IoU": 0.0, + "TN": 81903, + "TP": 0, + "n_pred": 0, + "n_ref": 17 + }, + "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": 0.8197105983574501, + "FN": 50, + "FP": 2255, + "IoU": 0.6944996686547382, + "TN": 74375, + "TP": 5240, + "n_pred": 7495, + "n_ref": 5290 + }, + "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": 4071, + "IoU": 0.0, + "TN": 77849, + "TP": 0, + "n_pred": 4071, + "n_ref": 0 + }, + "9": { + "Dice": 0.7023094688221709, + "FN": 2568, + "FP": 10, + "IoU": 0.5411995016906923, + "TN": 76301, + "TP": 3041, + "n_pred": 3051, + "n_ref": 5609 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0230.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": 0.3963403476669716, + "FN": 3299, + "FP": 0, + "IoU": 0.24714742126882702, + "TN": 61154, + "TP": 1083, + "n_pred": 1083, + "n_ref": 4382 + }, + "3": { + "Dice": 0.6719401947148818, + "FN": 2512, + "FP": 1262, + "IoU": 0.5059562769996073, + "TN": 57897, + "TP": 3865, + "n_pred": 5127, + "n_ref": 6377 + }, + "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": 31, + "IoU": 0.0, + "TN": 65505, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1398, + "IoU": 0.0, + "TN": 64138, + "TP": 0, + "n_pred": 1398, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 0.13359528487229863, + "FN": 1737, + "FP": 27, + "IoU": 0.07157894736842105, + "TN": 96404, + "TP": 136, + "n_pred": 163, + "n_ref": 1873 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1497, + "FP": 0, + "IoU": 0.0, + "TN": 96807, + "TP": 0, + "n_pred": 0, + "n_ref": 1497 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 24, + "FP": 0, + "IoU": 0.0, + "TN": 98280, + "TP": 0, + "n_pred": 0, + "n_ref": 24 + }, + "15": { + "Dice": 0.0, + "FN": 15206, + "FP": 0, + "IoU": 0.0, + "TN": 83098, + "TP": 0, + "n_pred": 0, + "n_ref": 15206 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 277, + "IoU": 0.0, + "TN": 98027, + "TP": 0, + "n_pred": 277, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2265, + "IoU": 0.0, + "TN": 96039, + "TP": 0, + "n_pred": 2265, + "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": 2326, + "IoU": 0.0, + "TN": 95978, + "TP": 0, + "n_pred": 2326, + "n_ref": 0 + }, + "7": { + "Dice": 0.45507246376811594, + "FN": 1128, + "FP": 0, + "IoU": 0.2945590994371482, + "TN": 96705, + "TP": 471, + "n_pred": 471, + "n_ref": 1599 + }, + "8": { + "Dice": 0.4320539419087137, + "FN": 4, + "FP": 2186, + "IoU": 0.2755540853456831, + "TN": 95281, + "TP": 833, + "n_pred": 3019, + "n_ref": 837 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 98215, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.053185917951702064, + "FN": 15067, + "FP": 1204, + "IoU": 0.0273194643711143, + "TN": 81576, + "TP": 457, + "n_pred": 1661, + "n_ref": 15524 + }, + "10": { + "Dice": 0.0, + "FN": 792, + "FP": 3017, + "IoU": 0.0, + "TN": 94495, + "TP": 0, + "n_pred": 3017, + "n_ref": 792 + }, + "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": 0.6420555589624087, + "FN": 4777, + "FP": 1060, + "IoU": 0.4728143063583815, + "TN": 87232, + "TP": 5235, + "n_pred": 6295, + "n_ref": 10012 + }, + "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": 0.2314959336235932, + "FN": 9301, + "FP": 54, + "IoU": 0.1308992939427722, + "TN": 87540, + "TP": 1409, + "n_pred": 1463, + "n_ref": 10710 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6960, + "IoU": 0.0, + "TN": 91344, + "TP": 0, + "n_pred": 6960, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 955, + "IoU": 0.0, + "TN": 97349, + "TP": 0, + "n_pred": 955, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2888222055513878, + "FN": 1161, + "FP": 6423, + "IoU": 0.1687856203419553, + "TN": 89180, + "TP": 1540, + "n_pred": 7963, + "n_ref": 2701 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 98194, + "TP": 0, + "n_pred": 110, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 5332, + "IoU": 0.0, + "TN": 92972, + "TP": 0, + "n_pred": 5332, + "n_ref": 0 + }, + "9": { + "Dice": 0.03492063492063492, + "FN": 1216, + "FP": 0, + "IoU": 0.017770597738287562, + "TN": 97066, + "TP": 22, + "n_pred": 22, + "n_ref": 1238 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 130988, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 134, + "IoU": 0.0, + "TN": 130938, + "TP": 0, + "n_pred": 134, + "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": 193, + "IoU": 0.0, + "TN": 130879, + "TP": 0, + "n_pred": 193, + "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": 4151, + "FP": 0, + "IoU": 0.0, + "TN": 126921, + "TP": 0, + "n_pred": 0, + "n_ref": 4151 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.784200537719437, + "FN": 1805, + "FP": 3653, + "IoU": 0.6450081300813009, + "TN": 115697, + "TP": 9917, + "n_pred": 13570, + "n_ref": 11722 + }, + "7": { + "Dice": 0.0, + "FN": 511, + "FP": 3, + "IoU": 0.0, + "TN": 130558, + "TP": 0, + "n_pred": 3, + "n_ref": 511 + }, + "8": { + "Dice": 0.8997740477727566, + "FN": 717, + "FP": 525, + "IoU": 0.8178084201261552, + "TN": 124255, + "TP": 5575, + "n_pred": 6100, + "n_ref": 6292 + }, + "9": { + "Dice": 0.0, + "FN": 4770, + "FP": 619, + "IoU": 0.0, + "TN": 125683, + "TP": 0, + "n_pred": 619, + "n_ref": 4770 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0320.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": 0.08998153726557186, + "FN": 9365, + "FP": 0, + "IoU": 0.04711029711029711, + "TN": 55708, + "TP": 463, + "n_pred": 463, + "n_ref": 9828 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8477, + "IoU": 0.0, + "TN": 57059, + "TP": 0, + "n_pred": 8477, + "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": 443, + "IoU": 0.0, + "TN": 65093, + "TP": 0, + "n_pred": 443, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 163818, + "TP": 0, + "n_pred": 22, + "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": 0, + "FP": 388, + "IoU": 0.0, + "TN": 163452, + "TP": 0, + "n_pred": 388, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11268, + "IoU": 0.0, + "TN": 152572, + "TP": 0, + "n_pred": 11268, + "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": 14962, + "FP": 4030, + "IoU": 0.0, + "TN": 144848, + "TP": 0, + "n_pred": 4030, + "n_ref": 14962 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 17491, + "IoU": 0.0, + "TN": 146349, + "TP": 0, + "n_pred": 17491, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 163829, + "TP": 0, + "n_pred": 11, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8912655971479501, + "FN": 634, + "FP": 3209, + "IoU": 0.8038585209003215, + "TN": 144247, + "TP": 15750, + "n_pred": 18959, + "n_ref": 16384 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 61, + "IoU": 0.0, + "TN": 163779, + "TP": 0, + "n_pred": 61, + "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": 4, + "IoU": 0.0, + "TN": 163836, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 798, + "IoU": 0.0, + "TN": 163042, + "TP": 0, + "n_pred": 798, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 499, + "IoU": 0.0, + "TN": 163341, + "TP": 0, + "n_pred": 499, + "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": 6006, + "IoU": 0.0, + "TN": 157834, + "TP": 0, + "n_pred": 6006, + "n_ref": 0 + }, + "7": { + "Dice": 0.7371931067044382, + "FN": 8840, + "FP": 66, + "IoU": 0.5837734261812404, + "TN": 142443, + "TP": 12491, + "n_pred": 12557, + "n_ref": 21331 + }, + "8": { + "Dice": 0.9620308727778184, + "FN": 412, + "FP": 107, + "IoU": 0.9268395827459825, + "TN": 156746, + "TP": 6575, + "n_pred": 6682, + "n_ref": 6987 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 61, + "IoU": 0.0, + "TN": 163779, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 65506, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 4014, + "FP": 0, + "IoU": 0.0, + "TN": 61522, + "TP": 0, + "n_pred": 0, + "n_ref": 4014 + }, + "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": 237, + "IoU": 0.0, + "TN": 65299, + "TP": 0, + "n_pred": 237, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 65526, + "TP": 0, + "n_pred": 10, + "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": 233, + "IoU": 0.0, + "TN": 65303, + "TP": 0, + "n_pred": 233, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 139, + "IoU": 0.0, + "TN": 65397, + "TP": 0, + "n_pred": 139, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.682, + "FN": 48, + "FP": 588, + "IoU": 0.5174506828528073, + "TN": 64218, + "TP": 682, + "n_pred": 1270, + "n_ref": 730 + }, + "7": { + "Dice": 0.0, + "FN": 96, + "FP": 5588, + "IoU": 0.0, + "TN": 59852, + "TP": 0, + "n_pred": 5588, + "n_ref": 96 + }, + "8": { + "Dice": 0.0, + "FN": 600, + "FP": 0, + "IoU": 0.0, + "TN": 64936, + "TP": 0, + "n_pred": 0, + "n_ref": 600 + }, + "9": { + "Dice": 0.0, + "FN": 600, + "FP": 0, + "IoU": 0.0, + "TN": 64936, + "TP": 0, + "n_pred": 0, + "n_ref": 600 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.662402496099844, + "FN": 2137, + "FP": 27, + "IoU": 0.4952181012362958, + "TN": 77633, + "TP": 2123, + "n_pred": 2150, + "n_ref": 4260 + }, + "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": 37, + "IoU": 0.0, + "TN": 81883, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 952, + "IoU": 0.0, + "TN": 80968, + "TP": 0, + "n_pred": 952, + "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": 1188, + "IoU": 0.0, + "TN": 80732, + "TP": 0, + "n_pred": 1188, + "n_ref": 0 + }, + "7": { + "Dice": 0.8450704225352113, + "FN": 2237, + "FP": 447, + "IoU": 0.7317073170731707, + "TN": 71916, + "TP": 7320, + "n_pred": 7767, + "n_ref": 9557 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9148, + "IoU": 0.0, + "TN": 171076, + "TP": 0, + "n_pred": 9148, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 8685, + "IoU": 0.0, + "TN": 171539, + "TP": 0, + "n_pred": 8685, + "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": 0, + "FP": 1851, + "IoU": 0.0, + "TN": 178373, + "TP": 0, + "n_pred": 1851, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 180216, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 989, + "IoU": 0.0, + "TN": 179235, + "TP": 0, + "n_pred": 989, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1192, + "IoU": 0.0, + "TN": 179032, + "TP": 0, + "n_pred": 1192, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8382, + "IoU": 0.0, + "TN": 171842, + "TP": 0, + "n_pred": 8382, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 201, + "IoU": 0.0, + "TN": 180023, + "TP": 0, + "n_pred": 201, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0018962876522500183, + "FN": 727, + "FP": 26643, + "IoU": 0.0009490436560081764, + "TN": 152828, + "TP": 26, + "n_pred": 26669, + "n_ref": 753 + }, + "7": { + "Dice": 0.44032031165458285, + "FN": 10258, + "FP": 86, + "IoU": 0.2823145771178797, + "TN": 165811, + "TP": 4069, + "n_pred": 4155, + "n_ref": 14327 + }, + "8": { + "Dice": 0.762511893434824, + "FN": 2105, + "FP": 391, + "IoU": 0.6161771490081501, + "TN": 173721, + "TP": 4007, + "n_pred": 4398, + "n_ref": 6112 + }, + "9": { + "Dice": 0.0, + "FN": 3385, + "FP": 2992, + "IoU": 0.0, + "TN": 173847, + "TP": 0, + "n_pred": 2992, + "n_ref": 3385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.15859633206554585, + "FN": 763.151111111111, + "FP": 712.4622222222222, + "IoU": 0.1243800794648509, + "TN": 107513.13333333332, + "TP": 784.0533333333333, + "n_pred": 1496.5155555555552, + "n_ref": 1547.2044444444439 + }, + "mean": { + "1": { + "Dice": 0.18640838048322633, + "FN": 302.0, + "FP": 1530.5666666666666, + "IoU": 0.15809384828289494, + "TN": 106623.4, + "TP": 1316.8333333333333, + "n_pred": 2847.4, + "n_ref": 1618.8333333333333 + }, + "10": { + "Dice": 0.02760651660712158, + "FN": 551.0666666666667, + "FP": 706.4666666666667, + "IoU": 0.014638426453699048, + "TN": 108464.23333333334, + "TP": 51.03333333333333, + "n_pred": 757.5, + "n_ref": 602.1 + }, + "11": { + "Dice": 0.04878048780487805, + "FN": 228.16666666666666, + "FP": 0.43333333333333335, + "IoU": 0.02702702702702703, + "TN": 109537.8, + "TP": 6.4, + "n_pred": 6.833333333333333, + "n_ref": 234.56666666666666 + }, + "12": { + "Dice": 0.0, + "FN": 96.36666666666666, + "FP": 0.0, + "IoU": 0.0, + "TN": 109676.43333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 96.36666666666666 + }, + "13": { + "Dice": 0.15358900623273442, + "FN": 633.0, + "FP": 222.13333333333333, + "IoU": 0.10990854874597282, + "TN": 108651.43333333333, + "TP": 266.23333333333335, + "n_pred": 488.3666666666667, + "n_ref": 899.2333333333333 + }, + "14": { + "Dice": 0.3306161378665421, + "FN": 361.1666666666667, + "FP": 634.2333333333333, + "IoU": 0.2608859935017895, + "TN": 107833.46666666666, + "TP": 943.9333333333333, + "n_pred": 1578.1666666666667, + "n_ref": 1305.1 + }, + "15": { + "Dice": 0.22265155107219456, + "FN": 492.4, + "FP": 921.5, + "IoU": 0.1835340478113669, + "TN": 107969.83333333333, + "TP": 389.06666666666666, + "n_pred": 1310.5666666666666, + "n_ref": 881.4666666666667 + }, + "2": { + "Dice": 0.025236980798528996, + "FN": 2217.6, + "FP": 69.66666666666667, + "IoU": 0.015406364199491204, + "TN": 107456.33333333333, + "TP": 29.2, + "n_pred": 98.86666666666666, + "n_ref": 2246.8 + }, + "3": { + "Dice": 0.1080122394114361, + "FN": 1455.2333333333333, + "FP": 1702.7333333333333, + "IoU": 0.08005785551528745, + "TN": 106072.26666666666, + "TP": 542.5666666666667, + "n_pred": 2245.3, + "n_ref": 1997.8 + }, + "4": { + "Dice": 0.16125886006867848, + "FN": 211.13333333333333, + "FP": 344.3333333333333, + "IoU": 0.12536858827482442, + "TN": 108911.86666666667, + "TP": 305.46666666666664, + "n_pred": 649.8, + "n_ref": 516.6 + }, + "5": { + "Dice": 0.0, + "FN": 119.63333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 109653.16666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 119.63333333333334 + }, + "6": { + "Dice": 0.495130448859173, + "FN": 1046.6, + "FP": 2307.366666666667, + "IoU": 0.41639278317175543, + "TN": 101876.86666666667, + "TP": 4541.966666666666, + "n_pred": 6849.333333333333, + "n_ref": 5588.566666666667 + }, + "7": { + "Dice": 0.1609684937355039, + "FN": 1736.3333333333333, + "FP": 1968.1333333333334, + "IoU": 0.11832155928924172, + "TN": 104988.7, + "TP": 1079.6333333333334, + "n_pred": 3047.766666666667, + "n_ref": 2815.9666666666667 + }, + "8": { + "Dice": 0.2858058807507829, + "FN": 1354.1666666666667, + "FP": 202.0, + "IoU": 0.23732561823185352, + "TN": 106059.6, + "TP": 2157.0333333333333, + "n_pred": 2359.0333333333333, + "n_ref": 3511.2 + }, + "9": { + "Dice": 0.17287999729238746, + "FN": 642.4, + "FP": 77.36666666666666, + "IoU": 0.11874053146755954, + "TN": 108921.6, + "TP": 131.43333333333334, + "n_pred": 208.8, + "n_ref": 773.8333333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 65522, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2582, + "IoU": 0.0, + "TN": 62954, + "TP": 0, + "n_pred": 2582, + "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": 249, + "IoU": 0.0, + "TN": 65287, + "TP": 0, + "n_pred": 249, + "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": 0.024212806130949074, + "FN": 17571, + "FP": 0, + "IoU": 0.012254764180111304, + "TN": 47747, + "TP": 218, + "n_pred": 218, + "n_ref": 17789 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5483, + "IoU": 0.0, + "TN": 60053, + "TP": 0, + "n_pred": 5483, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 107, + "IoU": 0.0, + "TN": 65429, + "TP": 0, + "n_pred": 107, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 65532, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "6": { + "Dice": 0.5640845070422535, + "FN": 4952, + "FP": 0, + "IoU": 0.39283962726826877, + "TN": 57380, + "TP": 3204, + "n_pred": 3204, + "n_ref": 8156 + }, + "7": { + "Dice": 0.032843560933448576, + "FN": 5490, + "FP": 2343, + "IoU": 0.016695957820738138, + "TN": 57570, + "TP": 133, + "n_pred": 2476, + "n_ref": 5623 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0016.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": 1920, + "IoU": 0.0, + "TN": 161920, + "TP": 0, + "n_pred": 1920, + "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": 46, + "IoU": 0.0, + "TN": 163794, + "TP": 0, + "n_pred": 46, + "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": 6838, + "FP": 0, + "IoU": 0.0, + "TN": 157002, + "TP": 0, + "n_pred": 0, + "n_ref": 6838 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5952, + "IoU": 0.0, + "TN": 157888, + "TP": 0, + "n_pred": 5952, + "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": 1.0, + "FN": 0, + "FP": 0, + "IoU": 1.0, + "TN": 147456, + "TP": 16384, + "n_pred": 16384, + "n_ref": 16384 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7396892989511868, + "FN": 3280, + "FP": 21, + "IoU": 0.5869102740583156, + "TN": 155849, + "TP": 4690, + "n_pred": 4711, + "n_ref": 7970 + }, + "9": { + "Dice": 0.0, + "FN": 226, + "FP": 716, + "IoU": 0.0, + "TN": 162898, + "TP": 0, + "n_pred": 716, + "n_ref": 226 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.21626297577854672, + "FN": 324, + "FP": 582, + "IoU": 0.12124151309408342, + "TN": 97273, + "TP": 125, + "n_pred": 707, + "n_ref": 449 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1448, + "IoU": 0.0, + "TN": 96856, + "TP": 0, + "n_pred": 1448, + "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": 10193, + "FP": 0, + "IoU": 0.0, + "TN": 88111, + "TP": 0, + "n_pred": 0, + "n_ref": 10193 + }, + "3": { + "Dice": 0.473478996542338, + "FN": 6733, + "FP": 424, + "IoU": 0.31016867469879517, + "TN": 87929, + "TP": 3218, + "n_pred": 3642, + "n_ref": 9951 + }, + "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": 0.6466503472048759, + "FN": 4907, + "FP": 2166, + "IoU": 0.47781469176818014, + "TN": 84759, + "TP": 6472, + "n_pred": 8638, + "n_ref": 11379 + }, + "7": { + "Dice": 0.2767191383595692, + "FN": 5949, + "FP": 15003, + "IoU": 0.1605769230769231, + "TN": 73344, + "TP": 4008, + "n_pred": 19011, + "n_ref": 9957 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.15624309392265193, + "FN": 7610, + "FP": 26, + "IoU": 0.08474169962843102, + "TN": 57193, + "TP": 707, + "n_pred": 733, + "n_ref": 8317 + }, + "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": 0.04963041182682154, + "FN": 1454, + "FP": 346, + "IoU": 0.025446670276123445, + "TN": 63689, + "TP": 47, + "n_pred": 393, + "n_ref": 1501 + }, + "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": 110, + "IoU": 0.0, + "TN": 65426, + "TP": 0, + "n_pred": 110, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.873384048163532, + "FN": 1825, + "FP": 888, + "IoU": 0.7752278376139188, + "TN": 53466, + "TP": 9357, + "n_pred": 10245, + "n_ref": 11182 + }, + "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": 1731, + "IoU": 0.0, + "TN": 63805, + "TP": 0, + "n_pred": 1731, + "n_ref": 0 + }, + "9": { + "Dice": 0.06741573033707865, + "FN": 1743, + "FP": 0, + "IoU": 0.03488372093023256, + "TN": 63730, + "TP": 63, + "n_pred": 63, + "n_ref": 1806 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 81916, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "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": 0.2553191489361702, + "FN": 18, + "FP": 17, + "IoU": 0.14634146341463414, + "TN": 81879, + "TP": 6, + "n_pred": 23, + "n_ref": 24 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 216, + "IoU": 0.0, + "TN": 114472, + "TP": 0, + "n_pred": 216, + "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": 1625, + "FP": 0, + "IoU": 0.0, + "TN": 113063, + "TP": 0, + "n_pred": 0, + "n_ref": 1625 + }, + "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": 0.7936003390548845, + "FN": 667, + "FP": 1281, + "IoU": 0.6578253996135605, + "TN": 108995, + "TP": 3745, + "n_pred": 5026, + "n_ref": 4412 + }, + "15": { + "Dice": 0.8393857271906052, + "FN": 2552, + "FP": 115, + "IoU": 0.723225404732254, + "TN": 105052, + "TP": 6969, + "n_pred": 7084, + "n_ref": 9521 + }, + "2": { + "Dice": 0.0, + "FN": 1032, + "FP": 30, + "IoU": 0.0, + "TN": 113626, + "TP": 0, + "n_pred": 30, + "n_ref": 1032 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 474, + "IoU": 0.0, + "TN": 114214, + "TP": 0, + "n_pred": 474, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 137, + "FP": 0, + "IoU": 0.0, + "TN": 114551, + "TP": 0, + "n_pred": 0, + "n_ref": 137 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.963347817872662, + "FN": 575, + "FP": 977, + "IoU": 0.929287406597412, + "TN": 92740, + "TP": 20396, + "n_pred": 21373, + "n_ref": 20971 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 114679, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.789865871833085, + "FN": 1128, + "FP": 0, + "IoU": 0.6527093596059114, + "TN": 111440, + "TP": 2120, + "n_pred": 2120, + "n_ref": 3248 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.10279172993809134, + "FN": 211, + "FP": 7470, + "IoU": 0.05418051964043837, + "TN": 106567, + "TP": 440, + "n_pred": 7910, + "n_ref": 651 + }, + "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": 0.25761843790012806, + "FN": 5616, + "FP": 182, + "IoU": 0.14785420340975897, + "TN": 107884, + "TP": 1006, + "n_pred": 1188, + "n_ref": 6622 + }, + "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": 2007, + "IoU": 0.0, + "TN": 112681, + "TP": 0, + "n_pred": 2007, + "n_ref": 0 + }, + "4": { + "Dice": 0.13386880856760375, + "FN": 6, + "FP": 641, + "IoU": 0.07173601147776183, + "TN": 113991, + "TP": 50, + "n_pred": 691, + "n_ref": 56 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.690547341931425, + "FN": 3730, + "FP": 4140, + "IoU": 0.5273557143715092, + "TN": 98037, + "TP": 8781, + "n_pred": 12921, + "n_ref": 12511 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4319, + "IoU": 0.0, + "TN": 110369, + "TP": 0, + "n_pred": 4319, + "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": 8537, + "FP": 0, + "IoU": 0.0, + "TN": 106151, + "TP": 0, + "n_pred": 0, + "n_ref": 8537 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2308, + "IoU": 0.0, + "TN": 63228, + "TP": 0, + "n_pred": 2308, + "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": 0.14039015030380556, + "FN": 967, + "FP": 4409, + "IoU": 0.07549441100601892, + "TN": 59721, + "TP": 439, + "n_pred": 4848, + "n_ref": 1406 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 14071, + "FP": 397, + "IoU": 0.0, + "TN": 51068, + "TP": 0, + "n_pred": 397, + "n_ref": 14071 + }, + "3": { + "Dice": 0.0, + "FN": 12687, + "FP": 4060, + "IoU": 0.0, + "TN": 48789, + "TP": 0, + "n_pred": 4060, + "n_ref": 12687 + }, + "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": 0.525781910397295, + "FN": 445, + "FP": 116, + "IoU": 0.356651376146789, + "TN": 64664, + "TP": 311, + "n_pred": 427, + "n_ref": 756 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 994, + "IoU": 0.0, + "TN": 64542, + "TP": 0, + "n_pred": 994, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 740, + "IoU": 0.0, + "TN": 64796, + "TP": 0, + "n_pred": 740, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8318, + "IoU": 0.0, + "TN": 106370, + "TP": 0, + "n_pred": 8318, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2980, + "IoU": 0.0, + "TN": 111708, + "TP": 0, + "n_pred": 2980, + "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": 3, + "IoU": 0.0, + "TN": 114685, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 114683, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 52, + "IoU": 0.0, + "TN": 114636, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 114668, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 114671, + "TP": 0, + "n_pred": 17, + "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": 0.06867299535447384, + "FN": 982, + "FP": 3629, + "IoU": 0.03555741476678519, + "TN": 109907, + "TP": 170, + "n_pred": 3799, + "n_ref": 1152 + }, + "7": { + "Dice": 0.12535612535612536, + "FN": 446, + "FP": 3545, + "IoU": 0.0668693009118541, + "TN": 110411, + "TP": 286, + "n_pred": 3831, + "n_ref": 732 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0118.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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 34, + "FP": 0, + "IoU": 0.0, + "TN": 65502, + "TP": 0, + "n_pred": 0, + "n_ref": 34 + }, + "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": 4199, + "FP": 0, + "IoU": 0.0, + "TN": 61337, + "TP": 0, + "n_pred": 0, + "n_ref": 4199 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0133.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": 368, + "FP": 465, + "IoU": 0.0, + "TN": 130239, + "TP": 0, + "n_pred": 465, + "n_ref": 368 + }, + "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": 5160, + "FP": 0, + "IoU": 0.0, + "TN": 125912, + "TP": 0, + "n_pred": 0, + "n_ref": 5160 + }, + "14": { + "Dice": 0.4975981447738943, + "FN": 2499, + "FP": 534, + "IoU": 0.33120176405733187, + "TN": 126537, + "TP": 1502, + "n_pred": 2036, + "n_ref": 4001 + }, + "15": { + "Dice": 0.24013157894736842, + "FN": 173, + "FP": 289, + "IoU": 0.13644859813084112, + "TN": 130537, + "TP": 73, + "n_pred": 362, + "n_ref": 246 + }, + "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": 0.1479245283018868, + "FN": 45, + "FP": 5600, + "IoU": 0.07986960065199673, + "TN": 124937, + "TP": 490, + "n_pred": 6090, + "n_ref": 535 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1725, + "IoU": 0.0, + "TN": 129347, + "TP": 0, + "n_pred": 1725, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 508, + "FP": 27, + "IoU": 0.0, + "TN": 130537, + "TP": 0, + "n_pred": 27, + "n_ref": 508 + }, + "9": { + "Dice": 0.1992852638217364, + "FN": 3809, + "FP": 0, + "IoU": 0.11067009105766985, + "TN": 126789, + "TP": 474, + "n_pred": 474, + "n_ref": 4283 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7852800518764692, + "FN": 865, + "FP": 7082, + "IoU": 0.6464700387027893, + "TN": 108593, + "TP": 14532, + "n_pred": 21614, + "n_ref": 15397 + }, + "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": 2, + "FP": 4, + "IoU": 0.0, + "TN": 131066, + "TP": 0, + "n_pred": 4, + "n_ref": 2 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 25832, + "IoU": 0.0, + "TN": 105240, + "TP": 0, + "n_pred": 25832, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 169, + "IoU": 0.0, + "TN": 130903, + "TP": 0, + "n_pred": 169, + "n_ref": 0 + }, + "3": { + "Dice": 0.2240618101545254, + "FN": 16124, + "FP": 4966, + "IoU": 0.12616532007458048, + "TN": 106937, + "TP": 3045, + "n_pred": 8011, + "n_ref": 19169 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 203, + "IoU": 0.0, + "TN": 130869, + "TP": 0, + "n_pred": 203, + "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": 1393, + "IoU": 0.0, + "TN": 129679, + "TP": 0, + "n_pred": 1393, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 2, + "FP": 2915, + "IoU": 0.0, + "TN": 128155, + "TP": 0, + "n_pred": 2915, + "n_ref": 2 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0158.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": 0, + "FP": 3307, + "IoU": 0.0, + "TN": 62229, + "TP": 0, + "n_pred": 3307, + "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": 107, + "IoU": 0.0, + "TN": 65429, + "TP": 0, + "n_pred": 107, + "n_ref": 0 + }, + "7": { + "Dice": 0.5924934257709777, + "FN": 7475, + "FP": 1048, + "IoU": 0.4209525103607582, + "TN": 50817, + "TP": 6196, + "n_pred": 7244, + "n_ref": 13671 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 65500, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "10": { + "Dice": 0.10697911360163016, + "FN": 5047, + "FP": 212, + "IoU": 0.05651237890204521, + "TN": 59962, + "TP": 315, + "n_pred": 527, + "n_ref": 5362 + }, + "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": 0.5449591280653951, + "FN": 167, + "FP": 0, + "IoU": 0.37453183520599254, + "TN": 65269, + "TP": 100, + "n_pred": 100, + "n_ref": 267 + }, + "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": 381, + "IoU": 0.0, + "TN": 65155, + "TP": 0, + "n_pred": 381, + "n_ref": 0 + }, + "4": { + "Dice": 0.6287930641113393, + "FN": 1594, + "FP": 33, + "IoU": 0.4585690515806988, + "TN": 62531, + "TP": 1378, + "n_pred": 1411, + "n_ref": 2972 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9089509566747306, + "FN": 444, + "FP": 384, + "IoU": 0.8330981656924007, + "TN": 60575, + "TP": 4133, + "n_pred": 4517, + "n_ref": 4577 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 228, + "IoU": 0.0, + "TN": 65308, + "TP": 0, + "n_pred": 228, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4837115481593545, + "FN": 5098, + "FP": 21, + "IoU": 0.3190102434481841, + "TN": 74403, + "TP": 2398, + "n_pred": 2419, + "n_ref": 7496 + }, + "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": 0.09722222222222222, + "FN": 101, + "FP": 809, + "IoU": 0.051094890510948905, + "TN": 80961, + "TP": 49, + "n_pred": 858, + "n_ref": 150 + }, + "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": 2659, + "IoU": 0.0, + "TN": 79261, + "TP": 0, + "n_pred": 2659, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 20, + "FP": 76, + "IoU": 0.0, + "TN": 81824, + "TP": 0, + "n_pred": 76, + "n_ref": 20 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0181.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": 442, + "FP": 0, + "IoU": 0.0, + "TN": 163398, + "TP": 0, + "n_pred": 0, + "n_ref": 442 + }, + "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": 0.3117353874037154, + "FN": 5023, + "FP": 1053, + "IoU": 0.1846484165324745, + "TN": 156388, + "TP": 1376, + "n_pred": 2429, + "n_ref": 6399 + }, + "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": 321, + "FP": 0, + "IoU": 0.0, + "TN": 163519, + "TP": 0, + "n_pred": 0, + "n_ref": 321 + }, + "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": 350, + "IoU": 0.0, + "TN": 163490, + "TP": 0, + "n_pred": 350, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8177083333333334, + "FN": 134, + "FP": 6, + "IoU": 0.6916299559471366, + "TN": 163386, + "TP": 314, + "n_pred": 320, + "n_ref": 448 + }, + "7": { + "Dice": 0.0029815146094215863, + "FN": 1700, + "FP": 11676, + "IoU": 0.001492982979994028, + "TN": 150444, + "TP": 20, + "n_pred": 11696, + "n_ref": 1720 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1883, + "IoU": 0.0, + "TN": 129189, + "TP": 0, + "n_pred": 1883, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 406, + "IoU": 0.0, + "TN": 130666, + "TP": 0, + "n_pred": 406, + "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": 0.7581808518715359, + "FN": 181, + "FP": 3004, + "IoU": 0.6105404744436292, + "TN": 122894, + "TP": 4993, + "n_pred": 7997, + "n_ref": 5174 + }, + "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": 0.01487778958554729, + "FN": 249, + "FP": 678, + "IoU": 0.007494646680942184, + "TN": 130138, + "TP": 7, + "n_pred": 685, + "n_ref": 256 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5308310991957105, + "FN": 853, + "FP": 22, + "IoU": 0.3613138686131387, + "TN": 129702, + "TP": 495, + "n_pred": 517, + "n_ref": 1348 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1756, + "IoU": 0.0, + "TN": 129316, + "TP": 0, + "n_pred": 1756, + "n_ref": 0 + }, + "8": { + "Dice": 0.924507599604281, + "FN": 4073, + "FP": 124, + "IoU": 0.8596133261974847, + "TN": 101176, + "TP": 25699, + "n_pred": 25823, + "n_ref": 29772 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 131069, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2062, + "IoU": 0.0, + "TN": 63474, + "TP": 0, + "n_pred": 2062, + "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": 13640, + "FP": 0, + "IoU": 0.0, + "TN": 51896, + "TP": 0, + "n_pred": 0, + "n_ref": 13640 + }, + "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": 219, + "FP": 0, + "IoU": 0.0, + "TN": 65317, + "TP": 0, + "n_pred": 0, + "n_ref": 219 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0235.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": 26, + "IoU": 0.0, + "TN": 147430, + "TP": 0, + "n_pred": 26, + "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": 0.5095332445512717, + "FN": 2, + "FP": 30198, + "IoU": 0.34186152940920084, + "TN": 101569, + "TP": 15687, + "n_pred": 45885, + "n_ref": 15689 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9831, + "IoU": 0.0, + "TN": 137625, + "TP": 0, + "n_pred": 9831, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2540, + "IoU": 0.0, + "TN": 161300, + "TP": 0, + "n_pred": 2540, + "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": 0, + "FP": 6, + "IoU": 0.0, + "TN": 163834, + "TP": 0, + "n_pred": 6, + "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": 0, + "FP": 4, + "IoU": 0.0, + "TN": 163836, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8956, + "IoU": 0.0, + "TN": 154884, + "TP": 0, + "n_pred": 8956, + "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": 44, + "FP": 0, + "IoU": 0.0, + "TN": 163796, + "TP": 0, + "n_pred": 0, + "n_ref": 44 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 10199, + "IoU": 0.0, + "TN": 153641, + "TP": 0, + "n_pred": 10199, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 163819, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "8": { + "Dice": 0.04250168123739072, + "FN": 14238, + "FP": 0, + "IoU": 0.021712244056616738, + "TN": 149286, + "TP": 316, + "n_pred": 316, + "n_ref": 14554 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 0.0, + "FN": 0, + "FP": 122, + "IoU": 0.0, + "TN": 98182, + "TP": 0, + "n_pred": 122, + "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": 51, + "IoU": 0.0, + "TN": 98253, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "14": { + "Dice": 0.8410159924741298, + "FN": 275, + "FP": 1922, + "IoU": 0.7256493506493507, + "TN": 90296, + "TP": 5811, + "n_pred": 7733, + "n_ref": 6086 + }, + "15": { + "Dice": 0.9160629527854109, + "FN": 223, + "FP": 449, + "IoU": 0.8451256049781055, + "TN": 93965, + "TP": 3667, + "n_pred": 4116, + "n_ref": 3890 + }, + "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": 4379, + "IoU": 0.0, + "TN": 93925, + "TP": 0, + "n_pred": 4379, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4889466840052016, + "FN": 16, + "FP": 377, + "IoU": 0.32358003442340794, + "TN": 97723, + "TP": 188, + "n_pred": 565, + "n_ref": 204 + }, + "7": { + "Dice": 0.6547771754872347, + "FN": 8268, + "FP": 75, + "IoU": 0.48674254075669027, + "TN": 82049, + "TP": 7912, + "n_pred": 7987, + "n_ref": 16180 + }, + "8": { + "Dice": 0.9202763752325273, + "FN": 4989, + "FP": 411, + "IoU": 0.852325867585528, + "TN": 61737, + "TP": 31167, + "n_pred": 31578, + "n_ref": 36156 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 54, + "IoU": 0.0, + "TN": 98250, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 10466, + "IoU": 0.0, + "TN": 104222, + "TP": 0, + "n_pred": 10466, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 12, + "FP": 19, + "IoU": 0.0, + "TN": 114657, + "TP": 0, + "n_pred": 19, + "n_ref": 12 + }, + "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": 0.6888888888888889, + "FN": 324, + "FP": 96, + "IoU": 0.5254237288135594, + "TN": 113803, + "TP": 465, + "n_pred": 561, + "n_ref": 789 + }, + "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": 154, + "IoU": 0.0, + "TN": 114534, + "TP": 0, + "n_pred": 154, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 311, + "IoU": 0.0, + "TN": 114377, + "TP": 0, + "n_pred": 311, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10527, + "IoU": 0.0, + "TN": 104161, + "TP": 0, + "n_pred": 10527, + "n_ref": 0 + }, + "4": { + "Dice": 0.5949743956174824, + "FN": 3400, + "FP": 1, + "IoU": 0.42346160366163754, + "TN": 108789, + "TP": 2498, + "n_pred": 2499, + "n_ref": 5898 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8995923297599275, + "FN": 660, + "FP": 5, + "IoU": 0.8175082327113062, + "TN": 111044, + "TP": 2979, + "n_pred": 2984, + "n_ref": 3639 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 114680, + "TP": 0, + "n_pred": 8, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 236, + "IoU": 0.0, + "TN": 147220, + "TP": 0, + "n_pred": 236, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 147420, + "TP": 0, + "n_pred": 36, + "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": 0.17452229299363056, + "FN": 3, + "FP": 1293, + "IoU": 0.09560362875087229, + "TN": 146023, + "TP": 137, + "n_pred": 1430, + "n_ref": 140 + }, + "15": { + "Dice": 0.0, + "FN": 5179, + "FP": 0, + "IoU": 0.0, + "TN": 142277, + "TP": 0, + "n_pred": 0, + "n_ref": 5179 + }, + "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": 0.9881799541671692, + "FN": 392, + "FP": 0, + "IoU": 0.9766360710454166, + "TN": 130678, + "TP": 16386, + "n_pred": 16386, + "n_ref": 16778 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 744, + "IoU": 0.0, + "TN": 146712, + "TP": 0, + "n_pred": 744, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 147455, + "TP": 0, + "n_pred": 1, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0282.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": 1021, + "IoU": 0.0, + "TN": 113667, + "TP": 0, + "n_pred": 1021, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2059, + "FP": 0, + "IoU": 0.0, + "TN": 112629, + "TP": 0, + "n_pred": 0, + "n_ref": 2059 + }, + "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": 19, + "IoU": 0.0, + "TN": 114669, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "14": { + "Dice": 0.8542667347981604, + "FN": 1543, + "FP": 1309, + "IoU": 0.7456069931317456, + "TN": 103477, + "TP": 8359, + "n_pred": 9668, + "n_ref": 9902 + }, + "15": { + "Dice": 0.0, + "FN": 234, + "FP": 641, + "IoU": 0.0, + "TN": 113813, + "TP": 0, + "n_pred": 641, + "n_ref": 234 + }, + "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": 952, + "IoU": 0.0, + "TN": 113736, + "TP": 0, + "n_pred": 952, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 114683, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9713484458985744, + "FN": 905, + "FP": 321, + "IoU": 0.9442929843693203, + "TN": 92680, + "TP": 20782, + "n_pred": 21103, + "n_ref": 21687 + }, + "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": 0.15, + "FN": 1292, + "FP": 0, + "IoU": 0.08108108108108109, + "TN": 113282, + "TP": 114, + "n_pred": 114, + "n_ref": 1406 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9053200212222061, + "FN": 1924, + "FP": 39, + "IoU": 0.8270179767359888, + "TN": 119724, + "TP": 9385, + "n_pred": 9424, + "n_ref": 11309 + }, + "10": { + "Dice": 0.016194331983805668, + "FN": 1458, + "FP": 0, + "IoU": 0.00816326530612245, + "TN": 129602, + "TP": 12, + "n_pred": 12, + "n_ref": 1470 + }, + "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": 245, + "IoU": 0.0, + "TN": 130827, + "TP": 0, + "n_pred": 245, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 131066, + "TP": 0, + "n_pred": 6, + "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": 11, + "IoU": 0.0, + "TN": 131061, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1549, + "IoU": 0.0, + "TN": 129523, + "TP": 0, + "n_pred": 1549, + "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": 0.03804848112918073, + "FN": 63, + "FP": 6207, + "IoU": 0.019393181107288084, + "TN": 124678, + "TP": 124, + "n_pred": 6331, + "n_ref": 187 + }, + "7": { + "Dice": 0.3062973448618869, + "FN": 18080, + "FP": 52, + "IoU": 0.180844815902417, + "TN": 108937, + "TP": 4003, + "n_pred": 4055, + "n_ref": 22083 + }, + "8": { + "Dice": 0.13075222720878826, + "FN": 12933, + "FP": 44, + "IoU": 0.06994911488568767, + "TN": 117119, + "TP": 976, + "n_pred": 1020, + "n_ref": 13909 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9952, + "IoU": 0.0, + "TN": 137504, + "TP": 0, + "n_pred": 9952, + "n_ref": 0 + }, + "10": { + "Dice": 0.1078167115902965, + "FN": 210, + "FP": 121, + "IoU": 0.05698005698005698, + "TN": 147105, + "TP": 20, + "n_pred": 141, + "n_ref": 230 + }, + "11": { + "Dice": 0.0, + "FN": 1590, + "FP": 0, + "IoU": 0.0, + "TN": 145866, + "TP": 0, + "n_pred": 0, + "n_ref": 1590 + }, + "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": 0.666, + "FN": 4879, + "FP": 3471, + "IoU": 0.4992503748125937, + "TN": 130781, + "TP": 8325, + "n_pred": 11796, + "n_ref": 13204 + }, + "15": { + "Dice": 0.23093525179856114, + "FN": 6411, + "FP": 3, + "IoU": 0.1305408702724685, + "TN": 140079, + "TP": 963, + "n_pred": 966, + "n_ref": 7374 + }, + "2": { + "Dice": 0.37957888664551487, + "FN": 1008, + "FP": 1143, + "IoU": 0.23424706301174794, + "TN": 144647, + "TP": 658, + "n_pred": 1801, + "n_ref": 1666 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1723, + "IoU": 0.0, + "TN": 145733, + "TP": 0, + "n_pred": 1723, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 175, + "IoU": 0.0, + "TN": 147281, + "TP": 0, + "n_pred": 175, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6560094730609828, + "FN": 9320, + "FP": 1138, + "IoU": 0.4881057268722467, + "TN": 127026, + "TP": 9972, + "n_pred": 11110, + "n_ref": 19292 + }, + "7": { + "Dice": 0.7331046630203022, + "FN": 4419, + "FP": 1339, + "IoU": 0.5786623737743305, + "TN": 133790, + "TP": 7908, + "n_pred": 9247, + "n_ref": 12327 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 98281, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "10": { + "Dice": 0.0344988344988345, + "FN": 443, + "FP": 1628, + "IoU": 0.017552182163187855, + "TN": 96196, + "TP": 37, + "n_pred": 1665, + "n_ref": 480 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 971, + "FP": 0, + "IoU": 0.0, + "TN": 97333, + "TP": 0, + "n_pred": 0, + "n_ref": 971 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1045, + "IoU": 0.0, + "TN": 97259, + "TP": 0, + "n_pred": 1045, + "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": 5, + "IoU": 0.0, + "TN": 98299, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "3": { + "Dice": 0.37329545454545454, + "FN": 2089, + "FP": 117, + "IoU": 0.22947956688787985, + "TN": 95441, + "TP": 657, + "n_pred": 774, + "n_ref": 2746 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 98263, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3541, + "FP": 0, + "IoU": 0.0, + "TN": 94763, + "TP": 0, + "n_pred": 0, + "n_ref": 3541 + }, + "6": { + "Dice": 0.0, + "FN": 829, + "FP": 457, + "IoU": 0.0, + "TN": 97018, + "TP": 0, + "n_pred": 457, + "n_ref": 829 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 96, + "IoU": 0.0, + "TN": 98208, + "TP": 0, + "n_pred": 96, + "n_ref": 0 + }, + "8": { + "Dice": 0.8187444739168878, + "FN": 586, + "FP": 234, + "IoU": 0.6931137724550899, + "TN": 95632, + "TP": 1852, + "n_pred": 2086, + "n_ref": 2438 + }, + "9": { + "Dice": 0.26441265713047246, + "FN": 250, + "FP": 1447, + "IoU": 0.15234765234765235, + "TN": 96302, + "TP": 305, + "n_pred": 1752, + "n_ref": 555 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0371.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": 716, + "FP": 415, + "IoU": 0.0, + "TN": 129941, + "TP": 0, + "n_pred": 415, + "n_ref": 716 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1920, + "FP": 0, + "IoU": 0.0, + "TN": 129152, + "TP": 0, + "n_pred": 0, + "n_ref": 1920 + }, + "13": { + "Dice": 0.0, + "FN": 65, + "FP": 25, + "IoU": 0.0, + "TN": 130982, + "TP": 0, + "n_pred": 25, + "n_ref": 65 + }, + "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": 0.0, + "FN": 0, + "FP": 715, + "IoU": 0.0, + "TN": 130357, + "TP": 0, + "n_pred": 715, + "n_ref": 0 + }, + "8": { + "Dice": 0.1694915254237288, + "FN": 0, + "FP": 49, + "IoU": 0.09259259259259259, + "TN": 131018, + "TP": 5, + "n_pred": 54, + "n_ref": 5 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9647762516614976, + "FN": 815, + "FP": 139, + "IoU": 0.9319494971110636, + "TN": 117053, + "TP": 13065, + "n_pred": 13204, + "n_ref": 13880 + }, + "10": { + "Dice": 0.0, + "FN": 15, + "FP": 323, + "IoU": 0.0, + "TN": 130734, + "TP": 0, + "n_pred": 323, + "n_ref": 15 + }, + "11": { + "Dice": 0.1951219512195122, + "FN": 1571, + "FP": 13, + "IoU": 0.10810810810810811, + "TN": 129296, + "TP": 192, + "n_pred": 205, + "n_ref": 1763 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1000, + "FP": 314, + "IoU": 0.0, + "TN": 129758, + "TP": 0, + "n_pred": 314, + "n_ref": 1000 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4747, + "IoU": 0.0, + "TN": 126325, + "TP": 0, + "n_pred": 4747, + "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": 1850, + "FP": 0, + "IoU": 0.0, + "TN": 129222, + "TP": 0, + "n_pred": 0, + "n_ref": 1850 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2606, + "IoU": 0.0, + "TN": 128466, + "TP": 0, + "n_pred": 2606, + "n_ref": 0 + }, + "4": { + "Dice": 0.8851099830795263, + "FN": 948, + "FP": 410, + "IoU": 0.7938989224465017, + "TN": 124483, + "TP": 5231, + "n_pred": 5641, + "n_ref": 6179 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8648805493761486, + "FN": 1824, + "FP": 970, + "IoU": 0.7619291070211316, + "TN": 119336, + "TP": 8942, + "n_pred": 9912, + "n_ref": 10766 + }, + "7": { + "Dice": 0.8167339137821193, + "FN": 261, + "FP": 602, + "IoU": 0.6902368987796124, + "TN": 128286, + "TP": 1923, + "n_pred": 2525, + "n_ref": 2184 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.4307004470938897, + "FN": 2267, + "FP": 25, + "IoU": 0.2744539411206078, + "TN": 127913, + "TP": 867, + "n_pred": 892, + "n_ref": 3134 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0387.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.10892546045708812, + "FN": 1060.0355555555554, + "FP": 582.848888888889, + "IoU": 0.08293353195017748, + "TN": 108645.87555555555, + "TP": 576.3066666666667, + "n_pred": 1159.1555555555556, + "n_ref": 1636.3422222222223 + }, + "mean": { + "1": { + "Dice": 0.08680059960667748, + "FN": 1422.2666666666667, + "FP": 267.23333333333335, + "IoU": 0.06027672232979415, + "TN": 108965.66666666667, + "TP": 209.9, + "n_pred": 477.1333333333333, + "n_ref": 1632.1666666666667 + }, + "10": { + "Dice": 0.013889344048429633, + "FN": 659.5333333333333, + "FP": 179.53333333333333, + "IoU": 0.007709969050435451, + "TN": 110006.86666666667, + "TP": 19.133333333333333, + "n_pred": 198.66666666666666, + "n_ref": 678.6666666666666 + }, + "11": { + "Dice": 0.0, + "FN": 332.1, + "FP": 0.0, + "IoU": 0.0, + "TN": 110532.96666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 332.1 + }, + "12": { + "Dice": 0.0, + "FN": 179.93333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 110685.13333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 179.93333333333334 + }, + "13": { + "Dice": 0.015774529393206435, + "FN": 846.5333333333333, + "FP": 71.0, + "IoU": 0.008711813218724591, + "TN": 109917.53333333334, + "TP": 30.0, + "n_pred": 101.0, + "n_ref": 876.5333333333333 + }, + "14": { + "Dice": 0.23158749242390889, + "FN": 991.1666666666666, + "FP": 556.9333333333333, + "IoU": 0.15612823215473168, + "TN": 108899.0, + "TP": 417.96666666666664, + "n_pred": 974.9, + "n_ref": 1409.1333333333334 + }, + "15": { + "Dice": 0.002034292356873002, + "FN": 205.73333333333332, + "FP": 522.3, + "IoU": 0.0010233918128654971, + "TN": 110136.1, + "TP": 0.9333333333333333, + "n_pred": 523.2333333333333, + "n_ref": 206.66666666666666 + }, + "2": { + "Dice": 0.037550124532502116, + "FN": 2896.3, + "FP": 181.13333333333333, + "IoU": 0.02596248946175758, + "TN": 107759.93333333333, + "TP": 27.7, + "n_pred": 208.83333333333334, + "n_ref": 2924.0 + }, + "3": { + "Dice": 0.09179951746710771, + "FN": 1361.7333333333333, + "FP": 1181.8, + "IoU": 0.06615438447473054, + "TN": 107988.16666666667, + "TP": 333.3666666666667, + "n_pred": 1515.1666666666667, + "n_ref": 1695.1 + }, + "4": { + "Dice": 0.11711825720722677, + "FN": 1238.1333333333334, + "FP": 171.66666666666666, + "IoU": 0.08758478033100067, + "TN": 109250.66666666667, + "TP": 204.6, + "n_pred": 376.26666666666665, + "n_ref": 1442.7333333333333 + }, + "5": { + "Dice": 0.0, + "FN": 461.3333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 110403.73333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 461.3333333333333 + }, + "6": { + "Dice": 0.46264259407941527, + "FN": 1179.4666666666667, + "FP": 1686.6666666666667, + "IoU": 0.39136175210893337, + "TN": 103351.53333333334, + "TP": 4647.4, + "n_pred": 6334.066666666667, + "n_ref": 5826.866666666667 + }, + "7": { + "Dice": 0.17067463912046876, + "FN": 2101.3333333333335, + "FP": 2542.3, + "IoU": 0.13418853094146027, + "TN": 104482.83333333333, + "TP": 1738.6, + "n_pred": 4280.9, + "n_ref": 3839.9333333333334 + }, + "8": { + "Dice": 0.15610043168687618, + "FN": 1332.8, + "FP": 702.5, + "IoU": 0.12554995363798274, + "TN": 108224.06666666667, + "TP": 605.7, + "n_pred": 1308.2, + "n_ref": 1938.5 + }, + "9": { + "Dice": 0.24791008493362984, + "FN": 692.1666666666666, + "FP": 679.6666666666666, + "IoU": 0.1793509597302459, + "TN": 109083.93333333333, + "TP": 409.3, + "n_pred": 1088.9666666666667, + "n_ref": 1101.4666666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 607, + "IoU": 0.0, + "TN": 97697, + "TP": 0, + "n_pred": 607, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 98287, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1321, + "FP": 0, + "IoU": 0.0, + "TN": 96983, + "TP": 0, + "n_pred": 0, + "n_ref": 1321 + }, + "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": 122, + "IoU": 0.0, + "TN": 98182, + "TP": 0, + "n_pred": 122, + "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": 2076, + "FP": 0, + "IoU": 0.0, + "TN": 96228, + "TP": 0, + "n_pred": 0, + "n_ref": 2076 + }, + "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": 0.9308701786142093, + "FN": 1610, + "FP": 987, + "IoU": 0.8706802111343491, + "TN": 78222, + "TP": 17485, + "n_pred": 18472, + "n_ref": 19095 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 98248, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.4901202749140893, + "FN": 2364, + "FP": 10, + "IoU": 0.32460881934566144, + "TN": 94789, + "TP": 1141, + "n_pred": 1151, + "n_ref": 3505 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 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": 0.0, + "FN": 1518, + "FP": 0, + "IoU": 0.0, + "TN": 64018, + "TP": 0, + "n_pred": 0, + "n_ref": 1518 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 706, + "IoU": 0.0, + "TN": 64830, + "TP": 0, + "n_pred": 706, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 104, + "FP": 0, + "IoU": 0.0, + "TN": 65432, + "TP": 0, + "n_pred": 0, + "n_ref": 104 + }, + "8": { + "Dice": 0.08113168296234657, + "FN": 4403, + "FP": 14, + "IoU": 0.04228100607111882, + "TN": 60924, + "TP": 195, + "n_pred": 209, + "n_ref": 4598 + }, + "9": { + "Dice": 0.04623115577889447, + "FN": 1500, + "FP": 3245, + "IoU": 0.023662551440329218, + "TN": 60676, + "TP": 115, + "n_pred": 3360, + "n_ref": 1615 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0005.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": 1363, + "IoU": 0.0, + "TN": 80557, + "TP": 0, + "n_pred": 1363, + "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": 0.5198168550579482, + "FN": 5049, + "FP": 1663, + "IoU": 0.3511841469308845, + "TN": 71575, + "TP": 3633, + "n_pred": 5296, + "n_ref": 8682 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2312, + "IoU": 0.0, + "TN": 79608, + "TP": 0, + "n_pred": 2312, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 108, + "IoU": 0.0, + "TN": 81812, + "TP": 0, + "n_pred": 108, + "n_ref": 0 + }, + "9": { + "Dice": 0.6815660685154975, + "FN": 3131, + "FP": 773, + "IoU": 0.5169512496906706, + "TN": 73838, + "TP": 4178, + "n_pred": 4951, + "n_ref": 7309 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 114647, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 114686, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2594, + "FP": 0, + "IoU": 0.0, + "TN": 112094, + "TP": 0, + "n_pred": 0, + "n_ref": 2594 + }, + "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": 0.49377134820172797, + "FN": 10000, + "FP": 78, + "IoU": 0.3278196491696125, + "TN": 99695, + "TP": 4915, + "n_pred": 4993, + "n_ref": 14915 + }, + "15": { + "Dice": 0.0, + "FN": 1640, + "FP": 0, + "IoU": 0.0, + "TN": 113048, + "TP": 0, + "n_pred": 0, + "n_ref": 1640 + }, + "2": { + "Dice": 0.0, + "FN": 3694, + "FP": 1870, + "IoU": 0.0, + "TN": 109124, + "TP": 0, + "n_pred": 1870, + "n_ref": 3694 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 438, + "IoU": 0.0, + "TN": 114250, + "TP": 0, + "n_pred": 438, + "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": 0.6303646737782188, + "FN": 364, + "FP": 2616, + "IoU": 0.4602427096540482, + "TN": 109167, + "TP": 2541, + "n_pred": 5157, + "n_ref": 2905 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 100, + "IoU": 0.0, + "TN": 114588, + "TP": 0, + "n_pred": 100, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2780, + "IoU": 0.0, + "TN": 111908, + "TP": 0, + "n_pred": 2780, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 98282, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 91, + "IoU": 0.0, + "TN": 98213, + "TP": 0, + "n_pred": 91, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1614, + "FP": 0, + "IoU": 0.0, + "TN": 96690, + "TP": 0, + "n_pred": 0, + "n_ref": 1614 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 760, + "FP": 0, + "IoU": 0.0, + "TN": 97544, + "TP": 0, + "n_pred": 0, + "n_ref": 760 + }, + "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": 0.6131171702284451, + "FN": 525, + "FP": 0, + "IoU": 0.44208289054197664, + "TN": 97363, + "TP": 416, + "n_pred": 416, + "n_ref": 941 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 234, + "IoU": 0.0, + "TN": 98070, + "TP": 0, + "n_pred": 234, + "n_ref": 0 + }, + "4": { + "Dice": 0.8001382528298626, + "FN": 1729, + "FP": 584, + "IoU": 0.6668587066109751, + "TN": 91361, + "TP": 4630, + "n_pred": 5214, + "n_ref": 6359 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9327192749387417, + "FN": 1581, + "FP": 698, + "IoU": 0.8739212215091835, + "TN": 80228, + "TP": 15797, + "n_pred": 16495, + "n_ref": 17378 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2715, + "IoU": 0.0, + "TN": 95589, + "TP": 0, + "n_pred": 2715, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 162, + "IoU": 0.0, + "TN": 98142, + "TP": 0, + "n_pred": 162, + "n_ref": 0 + }, + "9": { + "Dice": 0.8642681929681112, + "FN": 178, + "FP": 486, + "IoU": 0.7609791216702664, + "TN": 95526, + "TP": 2114, + "n_pred": 2600, + "n_ref": 2292 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.25534006613638394, + "FN": 16663, + "FP": 1, + "IoU": 0.14635520721274525, + "TN": 177087, + "TP": 2857, + "n_pred": 2858, + "n_ref": 19520 + }, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2868, + "IoU": 0.0, + "TN": 193740, + "TP": 0, + "n_pred": 2868, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 561, + "IoU": 0.0, + "TN": 196047, + "TP": 0, + "n_pred": 561, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1941, + "IoU": 0.0, + "TN": 194667, + "TP": 0, + "n_pred": 1941, + "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": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.13152053274139844, + "FN": 11407, + "FP": 1113, + "IoU": 0.07038907038907039, + "TN": 183140, + "TP": 948, + "n_pred": 2061, + "n_ref": 12355 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 11955, + "IoU": 0.0, + "TN": 184653, + "TP": 0, + "n_pred": 11955, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 852, + "IoU": 0.0, + "TN": 81068, + "TP": 0, + "n_pred": 852, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 224, + "IoU": 0.0, + "TN": 81696, + "TP": 0, + "n_pred": 224, + "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": 0.00311587147030185, + "FN": 4988, + "FP": 131, + "IoU": 0.0015603666861712503, + "TN": 76793, + "TP": 8, + "n_pred": 139, + "n_ref": 4996 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 81909, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1871, + "FP": 30, + "IoU": 0.0, + "TN": 80019, + "TP": 0, + "n_pred": 30, + "n_ref": 1871 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6382306477093207, + "FN": 2774, + "FP": 1348, + "IoU": 0.46867749419953597, + "TN": 74162, + "TP": 3636, + "n_pred": 4984, + "n_ref": 6410 + }, + "7": { + "Dice": 0.0, + "FN": 14911, + "FP": 5068, + "IoU": 0.0, + "TN": 61941, + "TP": 0, + "n_pred": 5068, + "n_ref": 14911 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 763, + "IoU": 0.0, + "TN": 81157, + "TP": 0, + "n_pred": 763, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0049.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": 21, + "IoU": 0.0, + "TN": 114667, + "TP": 0, + "n_pred": 21, + "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": 1197, + "IoU": 0.0, + "TN": 113491, + "TP": 0, + "n_pred": 1197, + "n_ref": 0 + }, + "9": { + "Dice": 0.08585055643879173, + "FN": 209, + "FP": 366, + "IoU": 0.044850498338870434, + "TN": 114086, + "TP": 27, + "n_pred": 393, + "n_ref": 236 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.08416677490583192, + "FN": 14102, + "FP": 0, + "IoU": 0.04393220338983051, + "TN": 67170, + "TP": 648, + "n_pred": 648, + "n_ref": 14750 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 81917, + "TP": 0, + "n_pred": 3, + "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": 11665, + "IoU": 0.0, + "TN": 70255, + "TP": 0, + "n_pred": 11665, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1160, + "IoU": 0.0, + "TN": 80760, + "TP": 0, + "n_pred": 1160, + "n_ref": 0 + }, + "3": { + "Dice": 0.8228043143297381, + "FN": 48, + "FP": 67, + "IoU": 0.6989528795811518, + "TN": 81538, + "TP": 267, + "n_pred": 334, + "n_ref": 315 + }, + "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": 512, + "IoU": 0.0, + "TN": 81408, + "TP": 0, + "n_pred": 512, + "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": 1221, + "IoU": 0.0, + "TN": 80699, + "TP": 0, + "n_pred": 1221, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3024673096266493, + "FN": 11743, + "FP": 46, + "IoU": 0.17818055071453467, + "TN": 133111, + "TP": 2556, + "n_pred": 2602, + "n_ref": 14299 + }, + "10": { + "Dice": 0.0, + "FN": 317, + "FP": 28, + "IoU": 0.0, + "TN": 147111, + "TP": 0, + "n_pred": 28, + "n_ref": 317 + }, + "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": 22, + "FP": 21, + "IoU": 0.0, + "TN": 147413, + "TP": 0, + "n_pred": 21, + "n_ref": 22 + }, + "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": 667, + "IoU": 0.0, + "TN": 146789, + "TP": 0, + "n_pred": 667, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2969, + "IoU": 0.0, + "TN": 144487, + "TP": 0, + "n_pred": 2969, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 15898, + "FP": 0, + "IoU": 0.0, + "TN": 131558, + "TP": 0, + "n_pred": 0, + "n_ref": 15898 + }, + "5": { + "Dice": 0.0, + "FN": 2446, + "FP": 0, + "IoU": 0.0, + "TN": 145010, + "TP": 0, + "n_pred": 0, + "n_ref": 2446 + }, + "6": { + "Dice": 0.7661684287276704, + "FN": 5189, + "FP": 1225, + "IoU": 0.6209667887956506, + "TN": 130534, + "TP": 10508, + "n_pred": 11733, + "n_ref": 15697 + }, + "7": { + "Dice": 0.0, + "FN": 394, + "FP": 14283, + "IoU": 0.0, + "TN": 132779, + "TP": 0, + "n_pred": 14283, + "n_ref": 394 + }, + "8": { + "Dice": 0.0, + "FN": 3745, + "FP": 0, + "IoU": 0.0, + "TN": 143711, + "TP": 0, + "n_pred": 0, + "n_ref": 3745 + }, + "9": { + "Dice": 0.0, + "FN": 46, + "FP": 0, + "IoU": 0.0, + "TN": 147410, + "TP": 0, + "n_pred": 0, + "n_ref": 46 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.22407452807060554, + "FN": 3138, + "FP": 27, + "IoU": 0.12617338487023744, + "TN": 111066, + "TP": 457, + "n_pred": 484, + "n_ref": 3595 + }, + "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": 0.1027190332326284, + "FN": 594, + "FP": 0, + "IoU": 0.054140127388535034, + "TN": 114060, + "TP": 34, + "n_pred": 34, + "n_ref": 628 + }, + "5": { + "Dice": 0.0, + "FN": 37, + "FP": 0, + "IoU": 0.0, + "TN": 114651, + "TP": 0, + "n_pred": 0, + "n_ref": 37 + }, + "6": { + "Dice": 0.9728878894956633, + "FN": 461, + "FP": 383, + "IoU": 0.9472071057734409, + "TN": 98701, + "TP": 15143, + "n_pred": 15526, + "n_ref": 15604 + }, + "7": { + "Dice": 0.0, + "FN": 46, + "FP": 1017, + "IoU": 0.0, + "TN": 113625, + "TP": 0, + "n_pred": 1017, + "n_ref": 46 + }, + "8": { + "Dice": 0.15989445910290237, + "FN": 9552, + "FP": 0, + "IoU": 0.08689417837682822, + "TN": 104227, + "TP": 909, + "n_pred": 909, + "n_ref": 10461 + }, + "9": { + "Dice": 0.35091496232508074, + "FN": 1366, + "FP": 1649, + "IoU": 0.21279373368146215, + "TN": 110858, + "TP": 815, + "n_pred": 2464, + "n_ref": 2181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 81918, + "TP": 0, + "n_pred": 2, + "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": 2, + "IoU": 0.0, + "TN": 81918, + "TP": 0, + "n_pred": 2, + "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": 6745, + "FP": 0, + "IoU": 0.0, + "TN": 75175, + "TP": 0, + "n_pred": 0, + "n_ref": 6745 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 340, + "IoU": 0.0, + "TN": 81580, + "TP": 0, + "n_pred": 340, + "n_ref": 0 + }, + "4": { + "Dice": 0.26771079949007465, + "FN": 4259, + "FP": 3783, + "IoU": 0.15454163162321277, + "TN": 72408, + "TP": 1470, + "n_pred": 5253, + "n_ref": 5729 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.773448558444461, + "FN": 2618, + "FP": 423, + "IoU": 0.6305879494655005, + "TN": 73688, + "TP": 5191, + "n_pred": 5614, + "n_ref": 7809 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8611, + "IoU": 0.0, + "TN": 73309, + "TP": 0, + "n_pred": 8611, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7468354430379747, + "FN": 160, + "FP": 0, + "IoU": 0.5959595959595959, + "TN": 48756, + "TP": 236, + "n_pred": 236, + "n_ref": 396 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 137, + "IoU": 0.0, + "TN": 49015, + "TP": 0, + "n_pred": 137, + "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": 772, + "IoU": 0.0, + "TN": 48380, + "TP": 0, + "n_pred": 772, + "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": 14, + "IoU": 0.0, + "TN": 49138, + "TP": 0, + "n_pred": 14, + "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": 125, + "IoU": 0.0, + "TN": 49027, + "TP": 0, + "n_pred": 125, + "n_ref": 0 + }, + "7": { + "Dice": 0.17808683853459972, + "FN": 4806, + "FP": 40, + "IoU": 0.09774716067771365, + "TN": 43781, + "TP": 525, + "n_pred": 565, + "n_ref": 5331 + }, + "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": 3, + "IoU": 0.0, + "TN": 49149, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 519, + "IoU": 0.0, + "TN": 179705, + "TP": 0, + "n_pred": 519, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 126, + "FP": 0, + "IoU": 0.0, + "TN": 180098, + "TP": 0, + "n_pred": 0, + "n_ref": 126 + }, + "11": { + "Dice": 0.0, + "FN": 2020, + "FP": 0, + "IoU": 0.0, + "TN": 178204, + "TP": 0, + "n_pred": 0, + "n_ref": 2020 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.18929435271847722, + "FN": 6829, + "FP": 880, + "IoU": 0.10454175862469509, + "TN": 171615, + "TP": 900, + "n_pred": 1780, + "n_ref": 7729 + }, + "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": 0.00917828383409819, + "FN": 11403, + "FP": 40, + "IoU": 0.004610299234516353, + "TN": 168728, + "TP": 53, + "n_pred": 93, + "n_ref": 11456 + }, + "3": { + "Dice": 0.0, + "FN": 10, + "FP": 917, + "IoU": 0.0, + "TN": 179297, + "TP": 0, + "n_pred": 917, + "n_ref": 10 + }, + "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": 0.6686243800574263, + "FN": 4324, + "FP": 754, + "IoU": 0.5022056661111656, + "TN": 170023, + "TP": 5123, + "n_pred": 5877, + "n_ref": 9447 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 321, + "IoU": 0.0, + "TN": 179903, + "TP": 0, + "n_pred": 321, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6461176470588236, + "FN": 1493, + "FP": 11, + "IoU": 0.47723322905804655, + "TN": 177347, + "TP": 1373, + "n_pred": 1384, + "n_ref": 2866 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 1297, + "FP": 0, + "IoU": 0.0, + "TN": 80623, + "TP": 0, + "n_pred": 0, + "n_ref": 1297 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1705, + "FP": 0, + "IoU": 0.0, + "TN": 80215, + "TP": 0, + "n_pred": 0, + "n_ref": 1705 + }, + "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": 2510, + "FP": 582, + "IoU": 0.0, + "TN": 78828, + "TP": 0, + "n_pred": 582, + "n_ref": 2510 + }, + "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": 1349, + "IoU": 0.0, + "TN": 80571, + "TP": 0, + "n_pred": 1349, + "n_ref": 0 + }, + "8": { + "Dice": 0.7870619946091644, + "FN": 79, + "FP": 0, + "IoU": 0.6488888888888888, + "TN": 81695, + "TP": 146, + "n_pred": 146, + "n_ref": 225 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 227, + "IoU": 0.0, + "TN": 196381, + "TP": 0, + "n_pred": 227, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 5866, + "FP": 1149, + "IoU": 0.0, + "TN": 189593, + "TP": 0, + "n_pred": 1149, + "n_ref": 5866 + }, + "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": 5724, + "FP": 0, + "IoU": 0.0, + "TN": 190884, + "TP": 0, + "n_pred": 0, + "n_ref": 5724 + }, + "14": { + "Dice": 0.0, + "FN": 3504, + "FP": 7175, + "IoU": 0.0, + "TN": 185929, + "TP": 0, + "n_pred": 7175, + "n_ref": 3504 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 61, + "IoU": 0.0, + "TN": 196547, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 196594, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13243, + "IoU": 0.0, + "TN": 183365, + "TP": 0, + "n_pred": 13243, + "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": 0.0, + "FN": 0, + "FP": 256, + "IoU": 0.0, + "TN": 196352, + "TP": 0, + "n_pred": 256, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 439, + "IoU": 0.0, + "TN": 196169, + "TP": 0, + "n_pred": 439, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 196585, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 393, + "IoU": 0.0, + "TN": 97911, + "TP": 0, + "n_pred": 393, + "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": 2208, + "FP": 0, + "IoU": 0.0, + "TN": 96096, + "TP": 0, + "n_pred": 0, + "n_ref": 2208 + }, + "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": 0.05051047823750672, + "FN": 1767, + "FP": 0, + "IoU": 0.025909592061742006, + "TN": 96490, + "TP": 47, + "n_pred": 47, + "n_ref": 1814 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1101, + "IoU": 0.0, + "TN": 97203, + "TP": 0, + "n_pred": 1101, + "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": 0.8682891035832212, + "FN": 1072, + "FP": 1082, + "IoU": 0.7672357899286795, + "TN": 89050, + "TP": 7100, + "n_pred": 8182, + "n_ref": 8172 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 277, + "IoU": 0.0, + "TN": 98027, + "TP": 0, + "n_pred": 277, + "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": 2, + "FP": 0, + "IoU": 0.0, + "TN": 98302, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2613, + "IoU": 0.0, + "TN": 95691, + "TP": 0, + "n_pred": 2613, + "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": 31, + "IoU": 0.0, + "TN": 98273, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1075, + "IoU": 0.0, + "TN": 97229, + "TP": 0, + "n_pred": 1075, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 697, + "IoU": 0.0, + "TN": 97607, + "TP": 0, + "n_pred": 697, + "n_ref": 0 + }, + "3": { + "Dice": 0.5878500451671184, + "FN": 2217, + "FP": 5083, + "IoU": 0.41628018551095475, + "TN": 85798, + "TP": 5206, + "n_pred": 10289, + "n_ref": 7423 + }, + "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": 54, + "IoU": 0.0, + "TN": 98250, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 98295, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 518, + "IoU": 0.0, + "TN": 97786, + "TP": 0, + "n_pred": 518, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0171.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": 0.0, + "FN": 0, + "FP": 61, + "IoU": 0.0, + "TN": 114627, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 1585, + "FP": 704, + "IoU": 0.0, + "TN": 112399, + "TP": 0, + "n_pred": 704, + "n_ref": 1585 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0172.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": 3080, + "FP": 0, + "IoU": 0.0, + "TN": 62456, + "TP": 0, + "n_pred": 0, + "n_ref": 3080 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1670, + "FP": 0, + "IoU": 0.0, + "TN": 63866, + "TP": 0, + "n_pred": 0, + "n_ref": 1670 + }, + "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": 112, + "FP": 0, + "IoU": 0.0, + "TN": 65424, + "TP": 0, + "n_pred": 0, + "n_ref": 112 + }, + "4": { + "Dice": 0.0006144865197019741, + "FN": 12793, + "FP": 218, + "IoU": 0.0003073376872839032, + "TN": 52521, + "TP": 4, + "n_pred": 222, + "n_ref": 12797 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9303054032889585, + "FN": 279, + "FP": 878, + "IoU": 0.8696925329428989, + "TN": 56657, + "TP": 7722, + "n_pred": 8600, + "n_ref": 8001 + }, + "7": { + "Dice": 0.2794070512820513, + "FN": 4719, + "FP": 13267, + "IoU": 0.1623899781120477, + "TN": 44063, + "TP": 3487, + "n_pred": 16754, + "n_ref": 8206 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 529, + "IoU": 0.0, + "TN": 179695, + "TP": 0, + "n_pred": 529, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 180186, + "TP": 0, + "n_pred": 38, + "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": 0, + "FP": 62, + "IoU": 0.0, + "TN": 180162, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 586, + "IoU": 0.0, + "TN": 179638, + "TP": 0, + "n_pred": 586, + "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": 0.8877055969707727, + "FN": 758, + "FP": 3038, + "IoU": 0.7980851063829787, + "TN": 161424, + "TP": 15004, + "n_pred": 18042, + "n_ref": 15762 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 180131, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "8": { + "Dice": 0.7722516946654878, + "FN": 3903, + "FP": 2279, + "IoU": 0.6289983796435216, + "TN": 163561, + "TP": 10481, + "n_pred": 12760, + "n_ref": 14384 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 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": 0.0, + "FN": 2023, + "FP": 0, + "IoU": 0.0, + "TN": 145433, + "TP": 0, + "n_pred": 0, + "n_ref": 2023 + }, + "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": 52, + "IoU": 0.0, + "TN": 147404, + "TP": 0, + "n_pred": 52, + "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": 6989, + "FP": 138, + "IoU": 0.0, + "TN": 140329, + "TP": 0, + "n_pred": 138, + "n_ref": 6989 + }, + "3": { + "Dice": 0.3115416889160119, + "FN": 6125, + "FP": 2900, + "IoU": 0.18451251468329266, + "TN": 136389, + "TP": 2042, + "n_pred": 4942, + "n_ref": 8167 + }, + "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": 1, + "IoU": 0.0, + "TN": 147455, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "7": { + "Dice": 0.0004924086992203529, + "FN": 12153, + "FP": 26, + "IoU": 0.0002462649811196848, + "TN": 135274, + "TP": 3, + "n_pred": 29, + "n_ref": 12156 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0199.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": 0.6214513920584208, + "FN": 4145, + "FP": 2, + "IoU": 0.4508012183816713, + "TN": 57985, + "TP": 3404, + "n_pred": 3406, + "n_ref": 7549 + }, + "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": 410, + "IoU": 0.0, + "TN": 65126, + "TP": 0, + "n_pred": 410, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0273.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": 0.0, + "FN": 0, + "FP": 2154, + "IoU": 0.0, + "TN": 145302, + "TP": 0, + "n_pred": 2154, + "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": 3197, + "FP": 0, + "IoU": 0.0, + "TN": 144259, + "TP": 0, + "n_pred": 0, + "n_ref": 3197 + }, + "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": 7918, + "FP": 0, + "IoU": 0.0, + "TN": 139538, + "TP": 0, + "n_pred": 0, + "n_ref": 7918 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 147454, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 167, + "IoU": 0.0, + "TN": 147289, + "TP": 0, + "n_pred": 167, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 2623, + "FP": 0, + "IoU": 0.0, + "TN": 144833, + "TP": 0, + "n_pred": 0, + "n_ref": 2623 + }, + "6": { + "Dice": 0.08650021159542953, + "FN": 10, + "FP": 10783, + "IoU": 0.045205237084217975, + "TN": 136152, + "TP": 511, + "n_pred": 11294, + "n_ref": 521 + }, + "7": { + "Dice": 0.6858752662559263, + "FN": 12160, + "FP": 1555, + "IoU": 0.521925543781372, + "TN": 118768, + "TP": 14973, + "n_pred": 16528, + "n_ref": 27133 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 147450, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 219, + "IoU": 0.0, + "TN": 147237, + "TP": 0, + "n_pred": 219, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0279.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": 0.5091948694174007, + "FN": 5833, + "FP": 519, + "IoU": 0.3415569607131751, + "TN": 72273, + "TP": 3295, + "n_pred": 3814, + "n_ref": 9128 + }, + "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": 145, + "IoU": 0.0, + "TN": 81775, + "TP": 0, + "n_pred": 145, + "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": 0.3710043668122271, + "FN": 0, + "FP": 3601, + "IoU": 0.22775037529487455, + "TN": 77257, + "TP": 1062, + "n_pred": 4663, + "n_ref": 1062 + }, + "7": { + "Dice": 0.7962049692358274, + "FN": 4336, + "FP": 3, + "IoU": 0.6614124073351542, + "TN": 69105, + "TP": 8476, + "n_pred": 8479, + "n_ref": 12812 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 10097, + "IoU": 0.0, + "TN": 71823, + "TP": 0, + "n_pred": 10097, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/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": 0.22828232971372162, + "FN": 6253, + "FP": 1, + "IoU": 0.12884802897339462, + "TN": 74741, + "TP": 925, + "n_pred": 926, + "n_ref": 7178 + }, + "15": { + "Dice": 0.012205754141238012, + "FN": 4532, + "FP": 0, + "IoU": 0.0061403508771929825, + "TN": 77360, + "TP": 28, + "n_pred": 28, + "n_ref": 4560 + }, + "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": 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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.03982300884955752, + "FN": 5641, + "FP": 1, + "IoU": 0.020316027088036117, + "TN": 43393, + "TP": 117, + "n_pred": 118, + "n_ref": 5758 + }, + "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": 5395, + "FP": 0, + "IoU": 0.0, + "TN": 43757, + "TP": 0, + "n_pred": 0, + "n_ref": 5395 + }, + "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": 28, + "IoU": 0.0, + "TN": 49124, + "TP": 0, + "n_pred": 28, + "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": 82, + "IoU": 0.0, + "TN": 49070, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + }, + "7": { + "Dice": 0.9643895920132065, + "FN": 827, + "FP": 79, + "IoU": 0.9312281767117049, + "TN": 35978, + "TP": 12268, + "n_pred": 12347, + "n_ref": 13095 + }, + "8": { + "Dice": 0.8779474062824715, + "FN": 1496, + "FP": 31, + "IoU": 0.7824476421142613, + "TN": 42133, + "TP": 5492, + "n_pred": 5523, + "n_ref": 6988 + }, + "9": { + "Dice": 0.17621636693154885, + "FN": 4869, + "FP": 1040, + "IoU": 0.09662131172603577, + "TN": 42611, + "TP": 632, + "n_pred": 1672, + "n_ref": 5501 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 62, + "IoU": 0.0, + "TN": 147394, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 147451, + "TP": 0, + "n_pred": 5, + "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": 61, + "IoU": 0.0, + "TN": 147395, + "TP": 0, + "n_pred": 61, + "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": 0.4437596302003082, + "FN": 303, + "FP": 419, + "IoU": 0.2851485148514851, + "TN": 146446, + "TP": 288, + "n_pred": 707, + "n_ref": 591 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 221, + "IoU": 0.0, + "TN": 147235, + "TP": 0, + "n_pred": 221, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.016457500114926676, + "FN": 4071, + "FP": 17324, + "IoU": 0.00829702419579123, + "TN": 125882, + "TP": 179, + "n_pred": 17503, + "n_ref": 4250 + }, + "7": { + "Dice": 0.6560126212457636, + "FN": 7793, + "FP": 3981, + "IoU": 0.48810921264292856, + "TN": 124455, + "TP": 11227, + "n_pred": 15208, + "n_ref": 19020 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2102, + "IoU": 0.0, + "TN": 128970, + "TP": 0, + "n_pred": 2102, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 206, + "FP": 0, + "IoU": 0.0, + "TN": 130866, + "TP": 0, + "n_pred": 0, + "n_ref": 206 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 3469, + "FP": 0, + "IoU": 0.0, + "TN": 127603, + "TP": 0, + "n_pred": 0, + "n_ref": 3469 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 8850, + "IoU": 0.0, + "TN": 122222, + "TP": 0, + "n_pred": 8850, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.03753056234718826, + "FN": 15714, + "FP": 32, + "IoU": 0.01912415124898773, + "TN": 115019, + "TP": 307, + "n_pred": 339, + "n_ref": 16021 + }, + "3": { + "Dice": 0.12903225806451613, + "FN": 27942, + "FP": 1731, + "IoU": 0.06896551724137931, + "TN": 99201, + "TP": 2198, + "n_pred": 3929, + "n_ref": 30140 + }, + "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": 0.9144220606604105, + "FN": 3533, + "FP": 1811, + "IoU": 0.8423366278212125, + "TN": 97177, + "TP": 28551, + "n_pred": 30362, + "n_ref": 32084 + }, + "7": { + "Dice": 0.0, + "FN": 141, + "FP": 17586, + "IoU": 0.0, + "TN": 113345, + "TP": 0, + "n_pred": 17586, + "n_ref": 141 + }, + "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_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0351.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": 321, + "FP": 145, + "IoU": 0.0, + "TN": 130606, + "TP": 0, + "n_pred": 145, + "n_ref": 321 + }, + "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": 272, + "IoU": 0.0, + "TN": 130800, + "TP": 0, + "n_pred": 272, + "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": 25070, + "FP": 0, + "IoU": 0.0, + "TN": 106002, + "TP": 0, + "n_pred": 0, + "n_ref": 25070 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1566, + "IoU": 0.0, + "TN": 129506, + "TP": 0, + "n_pred": 1566, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 119, + "IoU": 0.0, + "TN": 130953, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 7216, + "FP": 0, + "IoU": 0.0, + "TN": 123856, + "TP": 0, + "n_pred": 0, + "n_ref": 7216 + }, + "6": { + "Dice": 0.19560712805636138, + "FN": 1691, + "FP": 250, + "IoU": 0.10840606338998622, + "TN": 128895, + "TP": 236, + "n_pred": 486, + "n_ref": 1927 + }, + "7": { + "Dice": 0.3650479525041863, + "FN": 650, + "FP": 3521, + "IoU": 0.2232774674115456, + "TN": 125702, + "TP": 1199, + "n_pred": 4720, + "n_ref": 1849 + }, + "8": { + "Dice": 0.0, + "FN": 5399, + "FP": 347, + "IoU": 0.0, + "TN": 125326, + "TP": 0, + "n_pred": 347, + "n_ref": 5399 + }, + "9": { + "Dice": 0.37736604907361043, + "FN": 5607, + "FP": 610, + "IoU": 0.2325638810023454, + "TN": 122971, + "TP": 1884, + "n_pred": 2494, + "n_ref": 7491 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868618/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset526_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12347/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.1357353275775151, + "FN": 822.0666666666666, + "FP": 690.8395555555555, + "IoU": 0.1062698511593094, + "TN": 107077.604, + "TP": 636.1564444444446, + "n_pred": 1326.9959999999999, + "n_ref": 1458.223111111111 + }, + "mean": { + "1": { + "Dice": 0.2010336757713825, + "FN": 755.6, + "FP": 878.6666666666667, + "IoU": 0.16630086767003235, + "TN": 106495.89333333334, + "TP": 1096.5066666666667, + "n_pred": 1975.1733333333334, + "n_ref": 1852.1066666666666 + }, + "10": { + "Dice": 0.0600979995712411, + "FN": 838.7333333333332, + "FP": 540.8533333333334, + "IoU": 0.03931248906675428, + "TN": 107687.7, + "TP": 159.38, + "n_pred": 700.2333333333333, + "n_ref": 998.1133333333333 + }, + "11": { + "Dice": 0.009786320454817695, + "FN": 166.35333333333332, + "FP": 3.7133333333333334, + "IoU": 0.005420522563379706, + "TN": 109055.31333333332, + "TP": 1.2866666666666666, + "n_pred": 5.0, + "n_ref": 167.64000000000001 + }, + "12": { + "Dice": 0.0, + "FN": 164.7, + "FP": 0.0, + "IoU": 0.0, + "TN": 109061.96666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 164.7 + }, + "13": { + "Dice": 0.08130672940554659, + "FN": 647.3666666666667, + "FP": 186.82666666666665, + "IoU": 0.058208437623006995, + "TN": 108231.29333333333, + "TP": 161.18, + "n_pred": 348.00666666666666, + "n_ref": 808.5466666666666 + }, + "14": { + "Dice": 0.22565925749055998, + "FN": 585.1533333333334, + "FP": 579.6666666666667, + "IoU": 0.17704622528559916, + "TN": 107463.30666666667, + "TP": 598.5400000000001, + "n_pred": 1178.2066666666665, + "n_ref": 1183.6933333333332 + }, + "15": { + "Dice": 0.1532776899044967, + "FN": 590.5266666666666, + "FP": 531.1333333333334, + "IoU": 0.11802125585049565, + "TN": 107812.58, + "TP": 292.4266666666666, + "n_pred": 823.5600000000001, + "n_ref": 882.9533333333335 + }, + "2": { + "Dice": 0.03279089643830506, + "FN": 1739.7066666666665, + "FP": 625.4866666666667, + "IoU": 0.01984605719831355, + "TN": 106785.15999999999, + "TP": 76.31333333333332, + "n_pred": 701.8000000000001, + "n_ref": 1816.02 + }, + "3": { + "Dice": 0.13207628750175518, + "FN": 1197.7533333333336, + "FP": 1358.06, + "IoU": 0.10193796477661143, + "TN": 106112.78666666667, + "TP": 558.0666666666667, + "n_pred": 1916.1266666666666, + "n_ref": 1755.8200000000002 + }, + "4": { + "Dice": 0.12312718594608751, + "FN": 520.2733333333333, + "FP": 138.56666666666666, + "IoU": 0.09368404039527407, + "TN": 108335.91333333333, + "TP": 231.91333333333333, + "n_pred": 370.47999999999996, + "n_ref": 752.1866666666667 + }, + "5": { + "Dice": 0.0, + "FN": 323.65333333333336, + "FP": 0.026666666666666665, + "IoU": 0.0, + "TN": 108902.98666666666, + "TP": 0.0, + "n_pred": 0.026666666666666665, + "n_ref": 323.65333333333336 + }, + "6": { + "Dice": 0.39226918049262816, + "FN": 1563.1466666666668, + "FP": 2248.8599999999997, + "IoU": 0.3257489262064946, + "TN": 101729.75333333333, + "TP": 3684.9066666666668, + "n_pred": 5933.766666666666, + "n_ref": 5248.053333333334 + }, + "7": { + "Dice": 0.1779831851999802, + "FN": 1535.2599999999998, + "FP": 1984.8400000000001, + "IoU": 0.13531622807305177, + "TN": 104410.44666666667, + "TP": 1296.1200000000001, + "n_pred": 3280.96, + "n_ref": 2831.38 + }, + "8": { + "Dice": 0.2818668255019705, + "FN": 970.9533333333335, + "FP": 807.8133333333333, + "IoU": 0.2328051409277933, + "TN": 106353.09333333334, + "TP": 1094.8066666666668, + "n_pred": 1902.6200000000001, + "n_ref": 2065.7599999999998 + }, + "9": { + "Dice": 0.1647546799839554, + "FN": 731.8199999999999, + "FP": 478.08000000000004, + "IoU": 0.12039961175283412, + "TN": 107725.86666666667, + "TP": 290.9, + "n_pred": 768.98, + "n_ref": 1022.72 + } + } + } +} \ No newline at end of file